warning: commands will be executed using /bin/sh
job 2999 at Sat Mar 22 10:04:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	5
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 2092697 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 36818 members 
Mstep: Class 3 contains 36687 members 
Mstep: Class 4 contains 36508 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 36786 members 
Mstep: Class 7 contains 36471 members 
Mstep: Class 8 contains 36955 members 
Mstep: Class 9 contains 36529 members 
Mstep: Class 10 contains 36863 members 
Mstep: Class 11 contains 36724 members 
Mstep: Class 12 contains 36433 members 
Mstep: Class 13 contains 36737 members 
Mstep: Class 14 contains 37045 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 36808 members 
Mstep: Class 17 contains 36787 members 
Mstep: Class 18 contains 36676 members 
Mstep: Class 19 contains 36468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 798.893127 but Gain 3336.925781
Score: -97519232.000000 Penalty: 60064.687500
Iteration 0F: 19 clusters Score -9.751923e+07 nChanged 660267
Entering Unmasked Mstep 
Mstep: Class 0 contains 3507 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 49266 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 28968 members 
Mstep: Class 6 contains 8308 members 
Mstep: Class 7 contains 69644 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 135849 members 
Mstep: Class 10 contains 45399 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 14 contains 64987 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 18296 members 
Mstep: Class 18 contains 9119 members 
Mstep: Class 19 contains 74767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101748240.000000 Penalty: 60064.687500
Iteration 1F: 19 clusters Score -1.017482e+08 nChanged 280341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2602 members 
Mstep: Class 1 contains 181429 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 23606 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 62412 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 45788 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 9 contains 169975 members 
Mstep: Class 10 contains 35491 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 14 contains 52992 members 
Mstep: Class 15 contains 6876 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 14425 members 
Mstep: Class 18 contains 5671 members 
Mstep: Class 19 contains 47945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102741712.000000 Penalty: 60064.687500
Iteration 2F: 19 clusters Score -1.027417e+08 nChanged 194837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1437 members 
Mstep: Class 1 contains 200931 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 18841 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 98267 members 
Mstep: Class 6 contains 7695 members 
Mstep: Class 7 contains 40835 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 159225 members 
Mstep: Class 10 contains 30662 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 7458 members 
Mstep: Class 14 contains 32177 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 17247 members 
Mstep: Class 17 contains 21748 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 33580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103395968.000000 Penalty: 60064.687500
Iteration 3F: 19 clusters Score -1.03396e+08 nChanged 134984
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 220000 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 107842 members 
Mstep: Class 6 contains 5244 members 
Mstep: Class 7 contains 37430 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 146006 members 
Mstep: Class 10 contains 28777 members 
Mstep: Class 11 contains 4316 members 
Mstep: Class 12 contains 5724 members 
Mstep: Class 14 contains 19057 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 17831 members 
Mstep: Class 17 contains 27783 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 27186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103618016.000000 Penalty: 60064.687500
Iteration 4F: 19 clusters Score -1.03618e+08 nChanged 94842
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 220685 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 28055 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 106964 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 36749 members 
Mstep: Class 8 contains 10975 members 
Mstep: Class 9 contains 147788 members 
Mstep: Class 10 contains 26966 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 14 contains 13178 members 
Mstep: Class 15 contains 15679 members 
Mstep: Class 16 contains 17153 members 
Mstep: Class 17 contains 29759 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 24020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103708144.000000 Penalty: 60064.687500
Iteration 5F: 19 clusters Score -1.037081e+08 nChanged 69794
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 214629 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 102688 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 38152 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 155102 members 
Mstep: Class 10 contains 25481 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 14 contains 11044 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 16648 members 
Mstep: Class 17 contains 29846 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 21988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103761664.000000 Penalty: 60064.687500
Iteration 6F: 19 clusters Score -1.037617e+08 nChanged 56387
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 210235 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 34950 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 97046 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 38981 members 
Mstep: Class 8 contains 16659 members 
Mstep: Class 9 contains 160836 members 
Mstep: Class 10 contains 25459 members 
Mstep: Class 11 contains 5660 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 14 contains 10792 members 
Mstep: Class 15 contains 17584 members 
Mstep: Class 16 contains 16389 members 
Mstep: Class 17 contains 29295 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 20837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103797296.000000 Penalty: 60064.687500
Iteration 7F: 19 clusters Score -1.037973e+08 nChanged 47047
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 208671 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 36951 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 90775 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 39148 members 
Mstep: Class 8 contains 19097 members 
Mstep: Class 9 contains 163682 members 
Mstep: Class 10 contains 26618 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 3213 members 
Mstep: Class 14 contains 11707 members 
Mstep: Class 15 contains 17369 members 
Mstep: Class 16 contains 16279 members 
Mstep: Class 17 contains 28534 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103818968.000000 Penalty: 60064.687500
Iteration 8F: 19 clusters Score -1.03819e+08 nChanged 36270
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 208670 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 38555 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 84228 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 39207 members 
Mstep: Class 8 contains 21422 members 
Mstep: Class 9 contains 164376 members 
Mstep: Class 10 contains 28097 members 
Mstep: Class 11 contains 6367 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 14 contains 13544 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 16215 members 
Mstep: Class 17 contains 27757 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 19336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103832456.000000 Penalty: 60064.687500
Iteration 9F: 19 clusters Score -1.038325e+08 nChanged 27206
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 209014 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 39958 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 77471 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 39337 members 
Mstep: Class 8 contains 23525 members 
Mstep: Class 9 contains 163997 members 
Mstep: Class 10 contains 29702 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 14 contains 16062 members 
Mstep: Class 15 contains 16559 members 
Mstep: Class 16 contains 16191 members 
Mstep: Class 17 contains 27181 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 18922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103845184.000000 Penalty: 60064.687500
Iteration 10Q: 19 clusters Score -1.038452e+08 nChanged 21874
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 209117 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 3 contains 41396 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 70394 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 7 contains 39516 members 
Mstep: Class 8 contains 25383 members 
Mstep: Class 9 contains 163467 members 
Mstep: Class 10 contains 31246 members 
Mstep: Class 11 contains 6863 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 14 contains 19033 members 
Mstep: Class 15 contains 16162 members 
Mstep: Class 16 contains 16136 members 
Mstep: Class 17 contains 27107 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 18524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103859128.000000 Penalty: 60064.687500
Iteration 11Q: 19 clusters Score -1.038591e+08 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 209199 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 42695 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 62938 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 39662 members 
Mstep: Class 8 contains 26777 members 
Mstep: Class 9 contains 162794 members 
Mstep: Class 10 contains 32777 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 14 contains 22529 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 16030 members 
Mstep: Class 17 contains 27683 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 18143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103876816.000000 Penalty: 60064.687500
Iteration 12Q: 19 clusters Score -1.038768e+08 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 209149 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 43933 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 55797 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 39756 members 
Mstep: Class 8 contains 27365 members 
Mstep: Class 9 contains 162212 members 
Mstep: Class 10 contains 34172 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 14 contains 25784 members 
Mstep: Class 15 contains 15488 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 29330 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 17699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103896072.000000 Penalty: 60064.687500
Iteration 13Q: 19 clusters Score -1.038961e+08 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 209027 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 45167 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 49858 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 39835 members 
Mstep: Class 8 contains 27244 members 
Mstep: Class 9 contains 161582 members 
Mstep: Class 10 contains 35538 members 
Mstep: Class 11 contains 7402 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 14 contains 27895 members 
Mstep: Class 15 contains 15292 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 31701 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 17255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103912024.000000 Penalty: 60064.687500
Iteration 14Q: 19 clusters Score -1.03912e+08 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 208760 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 46416 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 45417 members 
Mstep: Class 6 contains 1822 members 
Mstep: Class 7 contains 40087 members 
Mstep: Class 8 contains 26701 members 
Mstep: Class 9 contains 160967 members 
Mstep: Class 10 contains 37184 members 
Mstep: Class 11 contains 7566 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 14 contains 28940 members 
Mstep: Class 15 contains 15175 members 
Mstep: Class 16 contains 15265 members 
Mstep: Class 17 contains 33729 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 16750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103927792.000000 Penalty: 60064.687500
Iteration 15Q: 19 clusters Score -1.039278e+08 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 208491 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 47697 members 
Mstep: Class 4 contains 1710 members 
Mstep: Class 5 contains 42728 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 40354 members 
Mstep: Class 8 contains 25951 members 
Mstep: Class 9 contains 160330 members 
Mstep: Class 10 contains 38870 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 14 contains 29182 members 
Mstep: Class 15 contains 15127 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 34912 members 
Mstep: Class 18 contains 4528 members 
Mstep: Class 19 contains 16156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103939592.000000 Penalty: 60064.687500
Iteration 16Q: 19 clusters Score -1.039396e+08 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 208047 members 
Mstep: Class 2 contains 3336 members 
Mstep: Class 3 contains 49026 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 41482 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 40483 members 
Mstep: Class 8 contains 25331 members 
Mstep: Class 9 contains 159743 members 
Mstep: Class 10 contains 40017 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 14 contains 29023 members 
Mstep: Class 15 contains 15203 members 
Mstep: Class 16 contains 13510 members 
Mstep: Class 17 contains 35431 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 15551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103948656.000000 Penalty: 60064.687500
Iteration 17Q: 19 clusters Score -1.039487e+08 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 207211 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 50289 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 40696 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 7 contains 40477 members 
Mstep: Class 8 contains 24873 members 
Mstep: Class 9 contains 159094 members 
Mstep: Class 10 contains 40752 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 3475 members 
Mstep: Class 14 contains 28988 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 16 contains 11561 members 
Mstep: Class 17 contains 35708 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103959640.000000 Penalty: 60064.687500
Iteration 18Q: 19 clusters Score -1.039596e+08 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 51436 members 
Mstep: Class 4 contains 1700 members 
Mstep: Class 5 contains 40157 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 40433 members 
Mstep: Class 8 contains 24567 members 
Mstep: Class 9 contains 158250 members 
Mstep: Class 10 contains 41193 members 
Mstep: Class 11 contains 8279 members 
Mstep: Class 12 contains 3479 members 
Mstep: Class 14 contains 28999 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 9417 members 
Mstep: Class 17 contains 35893 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103972880.000000 Penalty: 60064.687500
Iteration 19Q: 19 clusters Score -1.039729e+08 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 205375 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 52441 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 39775 members 
Mstep: Class 6 contains 1856 members 
Mstep: Class 7 contains 40357 members 
Mstep: Class 8 contains 24389 members 
Mstep: Class 9 contains 156940 members 
Mstep: Class 10 contains 41469 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 14 contains 28979 members 
Mstep: Class 15 contains 15574 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 36017 members 
Mstep: Class 18 contains 15267 members 
Mstep: Class 19 contains 14025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103984688.000000 Penalty: 60064.687500
Iteration 20F: 19 clusters Score -1.039847e+08 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 205340 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 53360 members 
Mstep: Class 4 contains 1673 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 40253 members 
Mstep: Class 8 contains 23692 members 
Mstep: Class 9 contains 155488 members 
Mstep: Class 10 contains 41654 members 
Mstep: Class 11 contains 8544 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 14 contains 29669 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 36690 members 
Mstep: Class 18 contains 17176 members 
Mstep: Class 19 contains 13565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103990504.000000 Penalty: 60064.687500
Iteration 21Q: 19 clusters Score -1.039905e+08 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205824 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 54249 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 40213 members 
Mstep: Class 8 contains 23148 members 
Mstep: Class 9 contains 154210 members 
Mstep: Class 10 contains 41764 members 
Mstep: Class 11 contains 8583 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 14 contains 29815 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 37210 members 
Mstep: Class 18 contains 18214 members 
Mstep: Class 19 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103993176.000000 Penalty: 60064.687500
Iteration 22Q: 19 clusters Score -1.039932e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 55107 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 38978 members 
Mstep: Class 6 contains 1886 members 
Mstep: Class 7 contains 40194 members 
Mstep: Class 8 contains 22698 members 
Mstep: Class 9 contains 153353 members 
Mstep: Class 10 contains 41853 members 
Mstep: Class 11 contains 8594 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 14 contains 29861 members 
Mstep: Class 15 contains 14742 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 37635 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 12794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103994400.000000 Penalty: 60064.687500
Iteration 23Q: 19 clusters Score -1.039944e+08 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 206421 members 
Mstep: Class 2 contains 3317 members 
Mstep: Class 3 contains 55973 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 38853 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 152864 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 8567 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 14 contains 29852 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 37979 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 12479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103994776.000000 Penalty: 60064.687500
Iteration 24Q: 19 clusters Score -1.039948e+08 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 206387 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 56873 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 38755 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 40160 members 
Mstep: Class 8 contains 22134 members 
Mstep: Class 9 contains 152475 members 
Mstep: Class 10 contains 41915 members 
Mstep: Class 11 contains 8576 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 14 contains 29840 members 
Mstep: Class 15 contains 14685 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 38249 members 
Mstep: Class 18 contains 18803 members 
Mstep: Class 19 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103995344.000000 Penalty: 60064.687500
Iteration 25Q: 19 clusters Score -1.039953e+08 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 206292 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 57771 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 38672 members 
Mstep: Class 6 contains 1917 members 
Mstep: Class 7 contains 40148 members 
Mstep: Class 8 contains 21981 members 
Mstep: Class 9 contains 152052 members 
Mstep: Class 10 contains 41918 members 
Mstep: Class 11 contains 8584 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 14 contains 29822 members 
Mstep: Class 15 contains 14659 members 
Mstep: Class 16 contains 5969 members 
Mstep: Class 17 contains 38460 members 
Mstep: Class 18 contains 18763 members 
Mstep: Class 19 contains 11954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103996392.000000 Penalty: 60064.687500
Iteration 26Q: 19 clusters Score -1.039964e+08 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 206098 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 58614 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38604 members 
Mstep: Class 6 contains 1925 members 
Mstep: Class 7 contains 40132 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 151723 members 
Mstep: Class 10 contains 41922 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 14 contains 29792 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 38619 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 11778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103997096.000000 Penalty: 60064.687500
Iteration 27Q: 19 clusters Score -1.039971e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205809 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 59420 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 38562 members 
Mstep: Class 6 contains 1933 members 
Mstep: Class 7 contains 40115 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 151450 members 
Mstep: Class 10 contains 41908 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 3289 members 
Mstep: Class 14 contains 29745 members 
Mstep: Class 15 contains 14622 members 
Mstep: Class 16 contains 5919 members 
Mstep: Class 17 contains 38748 members 
Mstep: Class 18 contains 18665 members 
Mstep: Class 19 contains 11646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103997760.000000 Penalty: 60064.687500
Iteration 28Q: 19 clusters Score -1.039978e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205555 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 60200 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 38533 members 
Mstep: Class 6 contains 1939 members 
Mstep: Class 7 contains 40079 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 151175 members 
Mstep: Class 10 contains 41887 members 
Mstep: Class 11 contains 8637 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 14 contains 29665 members 
Mstep: Class 15 contains 14633 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 38836 members 
Mstep: Class 18 contains 18630 members 
Mstep: Class 19 contains 11518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103998696.000000 Penalty: 60064.687500
Iteration 29Q: 19 clusters Score -1.039987e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205417 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 60920 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 38525 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 40058 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 150775 members 
Mstep: Class 10 contains 41855 members 
Mstep: Class 11 contains 8657 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 14 contains 29582 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 5906 members 
Mstep: Class 17 contains 38913 members 
Mstep: Class 18 contains 18612 members 
Mstep: Class 19 contains 11401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103999400.000000 Penalty: 60064.687500
Iteration 30Q: 19 clusters Score -1.039994e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205321 members 
Mstep: Class 2 contains 3504 members 
Mstep: Class 3 contains 61620 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38519 members 
Mstep: Class 6 contains 1955 members 
Mstep: Class 7 contains 40027 members 
Mstep: Class 8 contains 21684 members 
Mstep: Class 9 contains 150358 members 
Mstep: Class 10 contains 41832 members 
Mstep: Class 11 contains 8665 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 14 contains 29525 members 
Mstep: Class 15 contains 14624 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 38984 members 
Mstep: Class 18 contains 18600 members 
Mstep: Class 19 contains 11251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103999800.000000 Penalty: 60064.687500
Iteration 31Q: 19 clusters Score -1.039998e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 205101 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 62269 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38524 members 
Mstep: Class 6 contains 1963 members 
Mstep: Class 7 contains 39991 members 
Mstep: Class 8 contains 21659 members 
Mstep: Class 9 contains 150044 members 
Mstep: Class 10 contains 41821 members 
Mstep: Class 11 contains 8672 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 14 contains 29450 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 39061 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 11164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104000360.000000 Penalty: 60064.687500
Iteration 32Q: 19 clusters Score -1.040004e+08 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 62897 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38541 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 39968 members 
Mstep: Class 8 contains 21638 members 
Mstep: Class 9 contains 149683 members 
Mstep: Class 10 contains 41812 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 14 contains 29357 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 39128 members 
Mstep: Class 18 contains 18597 members 
Mstep: Class 19 contains 11105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104000696.000000 Penalty: 60064.687500
Iteration 33Q: 19 clusters Score -1.040007e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 204658 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 63503 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38554 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 39963 members 
Mstep: Class 8 contains 21609 members 
Mstep: Class 9 contains 149373 members 
Mstep: Class 10 contains 41784 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 14 contains 29288 members 
Mstep: Class 15 contains 14635 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 39193 members 
Mstep: Class 18 contains 18582 members 
Mstep: Class 19 contains 11068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104001112.000000 Penalty: 60064.687500
Iteration 34Q: 19 clusters Score -1.040011e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 204458 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 64103 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38557 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 39949 members 
Mstep: Class 8 contains 21621 members 
Mstep: Class 9 contains 149042 members 
Mstep: Class 10 contains 41761 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 39235 members 
Mstep: Class 18 contains 18579 members 
Mstep: Class 19 contains 11018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104001624.000000 Penalty: 60064.687500
Iteration 35Q: 19 clusters Score -1.040016e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 204154 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 64684 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38567 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 39922 members 
Mstep: Class 8 contains 21648 members 
Mstep: Class 9 contains 148711 members 
Mstep: Class 10 contains 41750 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 14 contains 29157 members 
Mstep: Class 15 contains 14616 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 39271 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104002416.000000 Penalty: 60064.687500
Iteration 36Q: 19 clusters Score -1.040024e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 203858 members 
Mstep: Class 2 contains 3690 members 
Mstep: Class 3 contains 65208 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38578 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 39921 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 148336 members 
Mstep: Class 10 contains 41740 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 3266 members 
Mstep: Class 14 contains 29101 members 
Mstep: Class 15 contains 14603 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 39300 members 
Mstep: Class 18 contains 18576 members 
Mstep: Class 19 contains 11208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104002920.000000 Penalty: 60064.687500
Iteration 37Q: 19 clusters Score -1.040029e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 203674 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 65691 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38581 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 39925 members 
Mstep: Class 8 contains 21697 members 
Mstep: Class 9 contains 147850 members 
Mstep: Class 10 contains 41730 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 14 contains 29036 members 
Mstep: Class 15 contains 14588 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 39319 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 11411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104002952.000000 Penalty: 60064.687500
Iteration 38Q: 19 clusters Score -1.04003e+08 nChanged 2530
Entering ConstructFrom: 
Score: -104002952.000000 Penalty: 60064.687500
Entering ConstructFrom: 
Trying to split cluster 1 (203415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203415 members 
Entering Unmasked Estep 
Score: -31243872.000000 Penalty: 3031.304932
	Iteration 0F: 2 clusters Score -3.124387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -31143290.000000 Penalty: 6062.609863
	Iteration 0F: 3 clusters Score -3.114329e+07 nChanged 97821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -31200768.000000 Penalty: 6062.609863
	Iteration 1F: 3 clusters Score -3.120077e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -31203142.000000 Penalty: 6062.609863
	Iteration 2Q: 3 clusters Score -3.120314e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -31207712.000000 Penalty: 6062.609863
	Iteration 3Q: 3 clusters Score -3.120771e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -31214514.000000 Penalty: 6062.609863
	Iteration 4F: 3 clusters Score -3.121451e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113445 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -31224448.000000 Penalty: 6062.609863
	Iteration 5F: 3 clusters Score -3.122445e+07 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -31236834.000000 Penalty: 6062.609863
	Iteration 6F: 3 clusters Score -3.123683e+07 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -31248288.000000 Penalty: 6062.609863
	Iteration 7F: 3 clusters Score -3.124829e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -31253704.000000 Penalty: 6062.609863
	Iteration 8F: 3 clusters Score -3.12537e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116462 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -31255508.000000 Penalty: 6062.609863
	Iteration 9Q: 3 clusters Score -3.125551e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -31257030.000000 Penalty: 6062.609863
	Iteration 10Q: 3 clusters Score -3.125703e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111137 members 
Mstep: Class 2 contains 92278 members 
Entering Unmasked Estep 
Score: -31258472.000000 Penalty: 6062.609863
	Iteration 11Q: 3 clusters Score -3.125847e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 94611 members 
Entering Unmasked Estep 
Score: -31259992.000000 Penalty: 6062.609863
	Iteration 12Q: 3 clusters Score -3.125999e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -31260840.000000 Penalty: 6062.609863
	Iteration 13Q: 3 clusters Score -3.126084e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -31261754.000000 Penalty: 6062.609863
	Iteration 14Q: 3 clusters Score -3.126175e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -31262340.000000 Penalty: 6062.609863
	Iteration 15Q: 3 clusters Score -3.126234e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -31262430.000000 Penalty: 6062.609863
	Iteration 16Q: 3 clusters Score -3.126243e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -31262918.000000 Penalty: 6062.609863
	Iteration 17Q: 3 clusters Score -3.126292e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -31263172.000000 Penalty: 6062.609863
	Iteration 18Q: 3 clusters Score -3.126317e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -31263272.000000 Penalty: 6062.609863
	Iteration 19Q: 3 clusters Score -3.126327e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -31263356.000000 Penalty: 6062.609863
	Iteration 20F: 3 clusters Score -3.126336e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -31263502.000000 Penalty: 6062.609863
	Iteration 21Q: 3 clusters Score -3.12635e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -31263600.000000 Penalty: 6062.609863
	Iteration 22Q: 3 clusters Score -3.12636e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98526 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -31263680.000000 Penalty: 6062.609863
	Iteration 23Q: 3 clusters Score -3.126368e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -31263728.000000 Penalty: 6062.609863
	Iteration 24Q: 3 clusters Score -3.126373e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -31263726.000000 Penalty: 6062.609863
	Iteration 25Q: 3 clusters Score -3.126373e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -31263806.000000 Penalty: 6062.609863
	Iteration 26Q: 3 clusters Score -3.126381e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -31263780.000000 Penalty: 6062.609863
	Iteration 27Q: 3 clusters Score -3.126378e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -31263754.000000 Penalty: 6062.609863
	Iteration 28Q: 3 clusters Score -3.126375e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 105796 members 
Entering Unmasked Estep 
Score: -31263766.000000 Penalty: 6062.609863
	Iteration 29Q: 3 clusters Score -3.126377e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -31263780.000000 Penalty: 6062.609863
	Iteration 30Q: 3 clusters Score -3.126378e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 105972 members 
Entering Unmasked Estep 
Score: -31263792.000000 Penalty: 6062.609863
	Iteration 31Q: 3 clusters Score -3.126379e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -31263794.000000 Penalty: 6062.609863
	Iteration 32Q: 3 clusters Score -3.126379e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -31263788.000000 Penalty: 6062.609863
	Iteration 33Q: 3 clusters Score -3.126379e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -31263780.000000 Penalty: 6062.609863
	Iteration 34Q: 3 clusters Score -3.126378e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
Score: -31263794.000000 Penalty: 6062.609863
	Iteration 35Q: 3 clusters Score -3.126379e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -31263814.000000 Penalty: 6062.609863
	Iteration 36Q: 3 clusters Score -3.126381e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -31263796.000000 Penalty: 6062.609863
	Iteration 37Q: 3 clusters Score -3.12638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -31263808.000000 Penalty: 6062.609863
	Iteration 38Q: 3 clusters Score -3.126381e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -31263826.000000 Penalty: 6062.609863
	Iteration 39Q: 3 clusters Score -3.126383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -31263826.000000 Penalty: 6062.609863
	Iteration 40F: 3 clusters Score -3.126383e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 106870 members 
Entering Unmasked Estep 
Score: -31263838.000000 Penalty: 6062.609863
	Iteration 41Q: 3 clusters Score -3.126384e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -31263806.000000 Penalty: 6062.609863
	Iteration 42Q: 3 clusters Score -3.126381e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -31263772.000000 Penalty: 6062.609863
	Iteration 43Q: 3 clusters Score -3.126377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 107077 members 
Entering Unmasked Estep 
Score: -31263792.000000 Penalty: 6062.609863
	Iteration 44Q: 3 clusters Score -3.126379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -31263810.000000 Penalty: 6062.609863
	Iteration 45Q: 3 clusters Score -3.126381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96232 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -31263820.000000 Penalty: 6062.609863
	Iteration 46Q: 3 clusters Score -3.126382e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 107220 members 
Entering Unmasked Estep 
Score: -31263830.000000 Penalty: 6062.609863
	Iteration 47Q: 3 clusters Score -3.126383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -31263838.000000 Penalty: 6062.609863
	Iteration 48Q: 3 clusters Score -3.126384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -31263842.000000 Penalty: 6062.609863
	Iteration 49Q: 3 clusters Score -3.126384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -31263822.000000 Penalty: 6062.609863
	Iteration 50Q: 3 clusters Score -3.126382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -31263814.000000 Penalty: 6062.609863
	Iteration 51Q: 3 clusters Score -3.126381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -31263770.000000 Penalty: 6062.609863
	Iteration 52Q: 3 clusters Score -3.126377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -31263768.000000 Penalty: 6062.609863
	Iteration 53Q: 3 clusters Score -3.126377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -31263746.000000 Penalty: 6062.609863
	Iteration 54Q: 3 clusters Score -3.126375e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 107593 members 
Entering Unmasked Estep 
Score: -31263728.000000 Penalty: 6062.609863
	Iteration 55Q: 3 clusters Score -3.126373e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -31263716.000000 Penalty: 6062.609863
	Iteration 56Q: 3 clusters Score -3.126372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -31263756.000000 Penalty: 6062.609863
	Iteration 57Q: 3 clusters Score -3.126376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -31263744.000000 Penalty: 6062.609863
	Iteration 58Q: 3 clusters Score -3.126374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -31263734.000000 Penalty: 6062.609863
	Iteration 59Q: 3 clusters Score -3.126373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -31263724.000000 Penalty: 6062.609863
	Iteration 60F: 3 clusters Score -3.126372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 107768 members 
Entering Unmasked Estep 
Score: -31263734.000000 Penalty: 6062.609863
	Iteration 61Q: 3 clusters Score -3.126373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -31263732.000000 Penalty: 6062.609863
	Iteration 62Q: 3 clusters Score -3.126373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -31263726.000000 Penalty: 6062.609863
	Iteration 63Q: 3 clusters Score -3.126373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -31263716.000000 Penalty: 6062.609863
	Iteration 64Q: 3 clusters Score -3.126372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -31263722.000000 Penalty: 6062.609863
	Iteration 65Q: 3 clusters Score -3.126372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -31263730.000000 Penalty: 6062.609863
	Iteration 66Q: 3 clusters Score -3.126373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -31263706.000000 Penalty: 6062.609863
	Iteration 67Q: 3 clusters Score -3.126371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -31263712.000000 Penalty: 6062.609863
	Iteration 68Q: 3 clusters Score -3.126371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -31263704.000000 Penalty: 6062.609863
	Iteration 69Q: 3 clusters Score -3.12637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -31263702.000000 Penalty: 6062.609863
	Iteration 70Q: 3 clusters Score -3.12637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -31263708.000000 Penalty: 6062.609863
	Iteration 71Q: 3 clusters Score -3.126371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -31263706.000000 Penalty: 6062.609863
	Iteration 72Q: 3 clusters Score -3.126371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -31263710.000000 Penalty: 6062.609863
	Iteration 73Q: 3 clusters Score -3.126371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -31263710.000000 Penalty: 6062.609863
	Iteration 74F: 3 clusters Score -3.126371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 66176 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Entering Unmasked Estep 
Score: -104024424.000000 Penalty: 63401.613281
Splitting cluster 1 changes total score from -104002952.000000 to -104024424.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 2 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -545136.625000 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -545136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -541423.437500 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -541423.4 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -542395.500000 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -542395.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -542639.875000 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -542639.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -542787.062500 Penalty: 4082.762451
	Iteration 3F: 3 clusters Score -542787.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -542899.312500 Penalty: 4082.762451
	Iteration 4Q: 3 clusters Score -542899.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -542979.437500 Penalty: 4082.762451
	Iteration 5Q: 3 clusters Score -542979.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -543049.937500 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -543049.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -543104.812500 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -543104.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -543152.750000 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -543152.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -543196.937500 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -543196.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -543238.312500 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -543238.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -543273.562500 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -543273.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -543317.687500 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -543317.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -543379.687500 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -543379.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -543452.062500 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -543452.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -543540.187500 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -543540.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -543656.187500 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -543656.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -543810.000000 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -543810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -544033.250000 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -544033.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -544311.875000 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -544311.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -544714.187500 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -544714.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -545164.625000 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -545164.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -545630.250000 Penalty: 4082.762451
	Iteration 22F: 3 clusters Score -545630.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -546106.750000 Penalty: 4082.762451
	Iteration 23F: 3 clusters Score -546106.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -546522.562500 Penalty: 4082.762451
	Iteration 24F: 3 clusters Score -546522.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -546877.187500 Penalty: 4082.762451
	Iteration 25Q: 3 clusters Score -546877.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -547044.625000 Penalty: 4082.762451
	Iteration 26Q: 3 clusters Score -547044.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -547080.312500 Penalty: 4082.762451
	Iteration 27Q: 3 clusters Score -547080.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -547088.687500 Penalty: 4082.762451
	Iteration 28Q: 3 clusters Score -547088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -547096.437500 Penalty: 4082.762451
	Iteration 29Q: 3 clusters Score -547096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -547099.937500 Penalty: 4082.762451
	Iteration 30Q: 3 clusters Score -547099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -547102.750000 Penalty: 4082.762451
	Iteration 31Q: 3 clusters Score -547102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -547103.062500 Penalty: 4082.762451
	Iteration 32Q: 3 clusters Score -547103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -547104.562500 Penalty: 4082.762451
	Iteration 33Q: 3 clusters Score -547104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -547104.812500 Penalty: 4082.762451
	Iteration 34Q: 3 clusters Score -547104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -547104.812500 Penalty: 4082.762451
	Iteration 35F: 3 clusters Score -547104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 66176 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Entering Unmasked Estep 
Score: -104024840.000000 Penalty: 66738.539062
Splitting cluster 2 changes total score from -104002952.000000 to -104024840.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (66176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Entering Unmasked Estep 
Score: -10036761.000000 Penalty: 2752.818115
	Iteration 0F: 2 clusters Score -1.003676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -9992554.000000 Penalty: 5505.636230
	Iteration 0F: 3 clusters Score -9992554 nChanged 30751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -10009867.000000 Penalty: 5505.636230
	Iteration 1F: 3 clusters Score -1.000987e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -10010818.000000 Penalty: 5505.636230
	Iteration 2Q: 3 clusters Score -1.001082e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -10012167.000000 Penalty: 5505.636230
	Iteration 3Q: 3 clusters Score -1.001217e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -10014302.000000 Penalty: 5505.636230
	Iteration 4F: 3 clusters Score -1.00143e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -10017619.000000 Penalty: 5505.636230
	Iteration 5F: 3 clusters Score -1.001762e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -10021471.000000 Penalty: 5505.636230
	Iteration 6F: 3 clusters Score -1.002147e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -10025119.000000 Penalty: 5505.636230
	Iteration 7F: 3 clusters Score -1.002512e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -10028017.000000 Penalty: 5505.636230
	Iteration 8F: 3 clusters Score -1.002802e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -10030132.000000 Penalty: 5505.636230
	Iteration 9Q: 3 clusters Score -1.003013e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -10031560.000000 Penalty: 5505.636230
	Iteration 10Q: 3 clusters Score -1.003156e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -10033273.000000 Penalty: 5505.636230
	Iteration 11Q: 3 clusters Score -1.003327e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -10035060.000000 Penalty: 5505.636230
	Iteration 12Q: 3 clusters Score -1.003506e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -10035736.000000 Penalty: 5505.636230
	Iteration 13Q: 3 clusters Score -1.003574e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -10036027.000000 Penalty: 5505.636230
	Iteration 14Q: 3 clusters Score -1.003603e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -10036178.000000 Penalty: 5505.636230
	Iteration 15Q: 3 clusters Score -1.003618e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -10036288.000000 Penalty: 5505.636230
	Iteration 16Q: 3 clusters Score -1.003629e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -10036400.000000 Penalty: 5505.636230
	Iteration 17Q: 3 clusters Score -1.00364e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -10036482.000000 Penalty: 5505.636230
	Iteration 18Q: 3 clusters Score -1.003648e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -10036550.000000 Penalty: 5505.636230
	Iteration 19Q: 3 clusters Score -1.003655e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10036578.000000 Penalty: 5505.636230
	Iteration 20F: 3 clusters Score -1.003658e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -10036639.000000 Penalty: 5505.636230
	Iteration 21Q: 3 clusters Score -1.003664e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -10036667.000000 Penalty: 5505.636230
	Iteration 22Q: 3 clusters Score -1.003667e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -10036690.000000 Penalty: 5505.636230
	Iteration 23Q: 3 clusters Score -1.003669e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -10036706.000000 Penalty: 5505.636230
	Iteration 24Q: 3 clusters Score -1.003671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -10036702.000000 Penalty: 5505.636230
	Iteration 25Q: 3 clusters Score -1.00367e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -10036712.000000 Penalty: 5505.636230
	Iteration 26Q: 3 clusters Score -1.003671e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -10036726.000000 Penalty: 5505.636230
	Iteration 27Q: 3 clusters Score -1.003673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -10036747.000000 Penalty: 5505.636230
	Iteration 28Q: 3 clusters Score -1.003675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -10036754.000000 Penalty: 5505.636230
	Iteration 29Q: 3 clusters Score -1.003675e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -10036775.000000 Penalty: 5505.636230
	Iteration 30Q: 3 clusters Score -1.003678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -10036777.000000 Penalty: 5505.636230
	Iteration 31Q: 3 clusters Score -1.003678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -10036773.000000 Penalty: 5505.636230
	Iteration 32Q: 3 clusters Score -1.003677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -10036778.000000 Penalty: 5505.636230
	Iteration 33Q: 3 clusters Score -1.003678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -10036794.000000 Penalty: 5505.636230
	Iteration 34Q: 3 clusters Score -1.003679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -10036777.000000 Penalty: 5505.636230
	Iteration 35Q: 3 clusters Score -1.003678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -10036779.000000 Penalty: 5505.636230
	Iteration 36Q: 3 clusters Score -1.003678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -10036766.000000 Penalty: 5505.636230
	Iteration 37Q: 3 clusters Score -1.003677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -10036763.000000 Penalty: 5505.636230
	Iteration 38Q: 3 clusters Score -1.003676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -10036769.000000 Penalty: 5505.636230
	Iteration 39Q: 3 clusters Score -1.003677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -10036758.000000 Penalty: 5505.636230
	Iteration 40F: 3 clusters Score -1.003676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -10036760.000000 Penalty: 5505.636230
	Iteration 41Q: 3 clusters Score -1.003676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -10036748.000000 Penalty: 5505.636230
	Iteration 42Q: 3 clusters Score -1.003675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -10036748.000000 Penalty: 5505.636230
	Iteration 43Q: 3 clusters Score -1.003675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -10036765.000000 Penalty: 5505.636230
	Iteration 44Q: 3 clusters Score -1.003676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10036771.000000 Penalty: 5505.636230
	Iteration 45Q: 3 clusters Score -1.003677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -10036788.000000 Penalty: 5505.636230
	Iteration 46Q: 3 clusters Score -1.003679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -10036773.000000 Penalty: 5505.636230
	Iteration 47Q: 3 clusters Score -1.003677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -10036773.000000 Penalty: 5505.636230
	Iteration 48Q: 3 clusters Score -1.003677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -10036771.000000 Penalty: 5505.636230
	Iteration 49Q: 3 clusters Score -1.003677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -10036766.000000 Penalty: 5505.636230
	Iteration 50Q: 3 clusters Score -1.003677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -10036769.000000 Penalty: 5505.636230
	Iteration 51Q: 3 clusters Score -1.003677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -10036762.000000 Penalty: 5505.636230
	Iteration 52Q: 3 clusters Score -1.003676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -10036756.000000 Penalty: 5505.636230
	Iteration 53Q: 3 clusters Score -1.003676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -10036761.000000 Penalty: 5505.636230
	Iteration 54Q: 3 clusters Score -1.003676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10036765.000000 Penalty: 5505.636230
	Iteration 55Q: 3 clusters Score -1.003676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10036765.000000 Penalty: 5505.636230
	Iteration 56F: 3 clusters Score -1.003676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Entering Unmasked Estep 
Score: -104024360.000000 Penalty: 70075.468750
Splitting cluster 3 changes total score from -104002952.000000 to -104024360.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -189114.015625 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -189114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -187221.343750 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -187221.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190944.109375 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -190944.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197129.031250 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -197129 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -198814.296875 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -198814.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -198997.734375 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -198997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -199033.000000 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -199033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -199066.812500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -199066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -199068.687500 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -199068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -199068.687500 Penalty: 3661.224854
	Iteration 8F: 3 clusters Score -199068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 39924 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Entering Unmasked Estep 
Score: -104032992.000000 Penalty: 73412.390625
Splitting cluster 4 changes total score from -104002952.000000 to -104032992.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (38583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Entering Unmasked Estep 
Score: -5932539.500000 Penalty: 2619.020508
	Iteration 0F: 2 clusters Score -5932540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5906426.500000 Penalty: 5238.041016
	Iteration 0F: 3 clusters Score -5906426 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5916279.500000 Penalty: 5238.041016
	Iteration 1F: 3 clusters Score -5916280 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -5917095.500000 Penalty: 5238.041016
	Iteration 2F: 3 clusters Score -5917096 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5918087.500000 Penalty: 5238.041016
	Iteration 3F: 3 clusters Score -5918088 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5919394.000000 Penalty: 5238.041016
	Iteration 4F: 3 clusters Score -5919394 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -5920963.000000 Penalty: 5238.041016
	Iteration 5F: 3 clusters Score -5920963 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5922781.000000 Penalty: 5238.041016
	Iteration 6F: 3 clusters Score -5922781 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5924603.500000 Penalty: 5238.041016
	Iteration 7F: 3 clusters Score -5924604 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5926039.000000 Penalty: 5238.041016
	Iteration 8F: 3 clusters Score -5926039 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -5926993.000000 Penalty: 5238.041016
	Iteration 9Q: 3 clusters Score -5926993 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5927415.000000 Penalty: 5238.041016
	Iteration 10Q: 3 clusters Score -5927415 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -5927674.000000 Penalty: 5238.041016
	Iteration 11Q: 3 clusters Score -5927674 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -5927868.500000 Penalty: 5238.041016
	Iteration 12Q: 3 clusters Score -5927868 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5927933.500000 Penalty: 5238.041016
	Iteration 13Q: 3 clusters Score -5927934 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5928010.000000 Penalty: 5238.041016
	Iteration 14Q: 3 clusters Score -5928010 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5928060.000000 Penalty: 5238.041016
	Iteration 15Q: 3 clusters Score -5928060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5928115.000000 Penalty: 5238.041016
	Iteration 16Q: 3 clusters Score -5928115 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5928129.000000 Penalty: 5238.041016
	Iteration 17Q: 3 clusters Score -5928129 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -5928171.000000 Penalty: 5238.041016
	Iteration 18Q: 3 clusters Score -5928171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5928201.000000 Penalty: 5238.041016
	Iteration 19Q: 3 clusters Score -5928201 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5928248.000000 Penalty: 5238.041016
	Iteration 20F: 3 clusters Score -5928248 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5928305.000000 Penalty: 5238.041016
	Iteration 21Q: 3 clusters Score -5928305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5928362.000000 Penalty: 5238.041016
	Iteration 22Q: 3 clusters Score -5928362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5928410.500000 Penalty: 5238.041016
	Iteration 23Q: 3 clusters Score -5928410 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -5928489.500000 Penalty: 5238.041016
	Iteration 24Q: 3 clusters Score -5928490 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -5928517.000000 Penalty: 5238.041016
	Iteration 25Q: 3 clusters Score -5928517 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5928594.000000 Penalty: 5238.041016
	Iteration 26Q: 3 clusters Score -5928594 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5928637.000000 Penalty: 5238.041016
	Iteration 27Q: 3 clusters Score -5928637 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -5928710.500000 Penalty: 5238.041016
	Iteration 28Q: 3 clusters Score -5928710 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5928807.000000 Penalty: 5238.041016
	Iteration 29Q: 3 clusters Score -5928807 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5928867.000000 Penalty: 5238.041016
	Iteration 30Q: 3 clusters Score -5928867 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5928967.000000 Penalty: 5238.041016
	Iteration 31Q: 3 clusters Score -5928967 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5929019.000000 Penalty: 5238.041016
	Iteration 32Q: 3 clusters Score -5929019 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5929123.500000 Penalty: 5238.041016
	Iteration 33Q: 3 clusters Score -5929124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -5929234.000000 Penalty: 5238.041016
	Iteration 34Q: 3 clusters Score -5929234 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5929322.000000 Penalty: 5238.041016
	Iteration 35Q: 3 clusters Score -5929322 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5929378.000000 Penalty: 5238.041016
	Iteration 36Q: 3 clusters Score -5929378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5929435.500000 Penalty: 5238.041016
	Iteration 37Q: 3 clusters Score -5929436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5929457.500000 Penalty: 5238.041016
	Iteration 38Q: 3 clusters Score -5929458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5929479.500000 Penalty: 5238.041016
	Iteration 39Q: 3 clusters Score -5929480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5929497.500000 Penalty: 5238.041016
	Iteration 40F: 3 clusters Score -5929498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -5929532.000000 Penalty: 5238.041016
	Iteration 41Q: 3 clusters Score -5929532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -5929526.500000 Penalty: 5238.041016
	Iteration 42Q: 3 clusters Score -5929526 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -5929522.500000 Penalty: 5238.041016
	Iteration 43Q: 3 clusters Score -5929522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5929541.000000 Penalty: 5238.041016
	Iteration 44Q: 3 clusters Score -5929541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5929554.000000 Penalty: 5238.041016
	Iteration 45Q: 3 clusters Score -5929554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -5929564.500000 Penalty: 5238.041016
	Iteration 46Q: 3 clusters Score -5929564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5929571.500000 Penalty: 5238.041016
	Iteration 47Q: 3 clusters Score -5929572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5929576.000000 Penalty: 5238.041016
	Iteration 48Q: 3 clusters Score -5929576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5929572.000000 Penalty: 5238.041016
	Iteration 49Q: 3 clusters Score -5929572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5929569.500000 Penalty: 5238.041016
	Iteration 50Q: 3 clusters Score -5929570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5929586.500000 Penalty: 5238.041016
	Iteration 51Q: 3 clusters Score -5929586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5929598.500000 Penalty: 5238.041016
	Iteration 52Q: 3 clusters Score -5929598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5929598.000000 Penalty: 5238.041016
	Iteration 53Q: 3 clusters Score -5929598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -5929617.500000 Penalty: 5238.041016
	Iteration 54Q: 3 clusters Score -5929618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5929620.500000 Penalty: 5238.041016
	Iteration 55Q: 3 clusters Score -5929620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -5929638.500000 Penalty: 5238.041016
	Iteration 56Q: 3 clusters Score -5929638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -5929657.000000 Penalty: 5238.041016
	Iteration 57Q: 3 clusters Score -5929657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5929663.000000 Penalty: 5238.041016
	Iteration 58Q: 3 clusters Score -5929663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -5929682.500000 Penalty: 5238.041016
	Iteration 59Q: 3 clusters Score -5929682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5929690.000000 Penalty: 5238.041016
	Iteration 60F: 3 clusters Score -5929690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5929710.000000 Penalty: 5238.041016
	Iteration 61Q: 3 clusters Score -5929710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -5929732.500000 Penalty: 5238.041016
	Iteration 62Q: 3 clusters Score -5929732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5929740.500000 Penalty: 5238.041016
	Iteration 63Q: 3 clusters Score -5929740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5929733.000000 Penalty: 5238.041016
	Iteration 64Q: 3 clusters Score -5929733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5929743.000000 Penalty: 5238.041016
	Iteration 65Q: 3 clusters Score -5929743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5929760.000000 Penalty: 5238.041016
	Iteration 66Q: 3 clusters Score -5929760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5929773.000000 Penalty: 5238.041016
	Iteration 67Q: 3 clusters Score -5929773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5929756.000000 Penalty: 5238.041016
	Iteration 68Q: 3 clusters Score -5929756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -5929750.500000 Penalty: 5238.041016
	Iteration 69Q: 3 clusters Score -5929750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -5929758.500000 Penalty: 5238.041016
	Iteration 70Q: 3 clusters Score -5929758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -5929770.500000 Penalty: 5238.041016
	Iteration 71Q: 3 clusters Score -5929770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5929769.000000 Penalty: 5238.041016
	Iteration 72Q: 3 clusters Score -5929769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -5929774.500000 Penalty: 5238.041016
	Iteration 73Q: 3 clusters Score -5929774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5929789.500000 Penalty: 5238.041016
	Iteration 74Q: 3 clusters Score -5929790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5929785.000000 Penalty: 5238.041016
	Iteration 75Q: 3 clusters Score -5929785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5929792.000000 Penalty: 5238.041016
	Iteration 76Q: 3 clusters Score -5929792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5929802.000000 Penalty: 5238.041016
	Iteration 77Q: 3 clusters Score -5929802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5929806.500000 Penalty: 5238.041016
	Iteration 78Q: 3 clusters Score -5929806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -5929805.500000 Penalty: 5238.041016
	Iteration 79Q: 3 clusters Score -5929806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -5929826.000000 Penalty: 5238.041016
	Iteration 80F: 3 clusters Score -5929826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -5929841.500000 Penalty: 5238.041016
	Iteration 81Q: 3 clusters Score -5929842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -5929854.500000 Penalty: 5238.041016
	Iteration 82Q: 3 clusters Score -5929854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5929855.500000 Penalty: 5238.041016
	Iteration 83Q: 3 clusters Score -5929856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5929862.500000 Penalty: 5238.041016
	Iteration 84Q: 3 clusters Score -5929862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -5929870.000000 Penalty: 5238.041016
	Iteration 85Q: 3 clusters Score -5929870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5929875.000000 Penalty: 5238.041016
	Iteration 86Q: 3 clusters Score -5929875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -5929880.500000 Penalty: 5238.041016
	Iteration 87Q: 3 clusters Score -5929880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -5929896.000000 Penalty: 5238.041016
	Iteration 88Q: 3 clusters Score -5929896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -5929901.000000 Penalty: 5238.041016
	Iteration 89Q: 3 clusters Score -5929901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -5929903.000000 Penalty: 5238.041016
	Iteration 90Q: 3 clusters Score -5929903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5929903.000000 Penalty: 5238.041016
	Iteration 91Q: 3 clusters Score -5929903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5929916.000000 Penalty: 5238.041016
	Iteration 92Q: 3 clusters Score -5929916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -5929913.000000 Penalty: 5238.041016
	Iteration 93Q: 3 clusters Score -5929913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5929916.000000 Penalty: 5238.041016
	Iteration 94Q: 3 clusters Score -5929916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -5929917.500000 Penalty: 5238.041016
	Iteration 95Q: 3 clusters Score -5929918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -5929919.500000 Penalty: 5238.041016
	Iteration 96Q: 3 clusters Score -5929920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -5929930.500000 Penalty: 5238.041016
	Iteration 97Q: 3 clusters Score -5929930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5929929.500000 Penalty: 5238.041016
	Iteration 98Q: 3 clusters Score -5929930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5929924.000000 Penalty: 5238.041016
	Iteration 99Q: 3 clusters Score -5929924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -5929930.000000 Penalty: 5238.041016
	Iteration 100F: 3 clusters Score -5929930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5929937.500000 Penalty: 5238.041016
	Iteration 101Q: 3 clusters Score -5929938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5929946.500000 Penalty: 5238.041016
	Iteration 102Q: 3 clusters Score -5929946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -5929949.500000 Penalty: 5238.041016
	Iteration 103Q: 3 clusters Score -5929950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -5929957.500000 Penalty: 5238.041016
	Iteration 104Q: 3 clusters Score -5929958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -5929949.000000 Penalty: 5238.041016
	Iteration 105Q: 3 clusters Score -5929949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5929955.500000 Penalty: 5238.041016
	Iteration 106Q: 3 clusters Score -5929956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5929956.000000 Penalty: 5238.041016
	Iteration 107Q: 3 clusters Score -5929956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5929952.000000 Penalty: 5238.041016
	Iteration 108Q: 3 clusters Score -5929952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -5929957.500000 Penalty: 5238.041016
	Iteration 109Q: 3 clusters Score -5929958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -5929962.000000 Penalty: 5238.041016
	Iteration 110Q: 3 clusters Score -5929962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5929972.000000 Penalty: 5238.041016
	Iteration 111Q: 3 clusters Score -5929972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -5929967.500000 Penalty: 5238.041016
	Iteration 112Q: 3 clusters Score -5929968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -5929974.000000 Penalty: 5238.041016
	Iteration 113Q: 3 clusters Score -5929974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5929969.000000 Penalty: 5238.041016
	Iteration 114Q: 3 clusters Score -5929969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -5929980.000000 Penalty: 5238.041016
	Iteration 115Q: 3 clusters Score -5929980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -5929981.000000 Penalty: 5238.041016
	Iteration 116Q: 3 clusters Score -5929981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -5929982.000000 Penalty: 5238.041016
	Iteration 117Q: 3 clusters Score -5929982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5929973.000000 Penalty: 5238.041016
	Iteration 118Q: 3 clusters Score -5929973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5929970.500000 Penalty: 5238.041016
	Iteration 119Q: 3 clusters Score -5929970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5929974.000000 Penalty: 5238.041016
	Iteration 120F: 3 clusters Score -5929974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -5929977.500000 Penalty: 5238.041016
	Iteration 121Q: 3 clusters Score -5929978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -5929975.500000 Penalty: 5238.041016
	Iteration 122Q: 3 clusters Score -5929976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -5929972.500000 Penalty: 5238.041016
	Iteration 123Q: 3 clusters Score -5929972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5929971.000000 Penalty: 5238.041016
	Iteration 124Q: 3 clusters Score -5929971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -5929977.500000 Penalty: 5238.041016
	Iteration 125Q: 3 clusters Score -5929978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5929975.500000 Penalty: 5238.041016
	Iteration 126Q: 3 clusters Score -5929976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5929974 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5929974.500000 Penalty: 5238.041016
	Iteration 128F: 3 clusters Score -5929974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -283497.343750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -283497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -280903.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -281441.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -281631.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -281751.406250 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -281751.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -281842.500000 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -281842.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281945.406250 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -281945.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282008.593750 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -282008.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282075.593750 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -282075.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282137.906250 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -282137.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282171.656250 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -282171.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282187.562500 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -282187.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -282204.343750 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -282204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282216.937500 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -282216.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -282231.906250 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -282231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -282244.656250 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -282244.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282259.968750 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -282260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282273.906250 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -282273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -282285.093750 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -282285.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282296.531250 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -282296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282300.250000 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -282300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282303.656250 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -282303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282305.437500 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -282305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282306.437500 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -282306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282307.593750 Penalty: 3767.062744
	Iteration 23Q: 3 clusters Score -282307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282309.000000 Penalty: 3767.062744
	Iteration 24Q: 3 clusters Score -282309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282309.437500 Penalty: 3767.062744
	Iteration 25Q: 3 clusters Score -282309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282309.437500 Penalty: 3767.062744
	Iteration 26F: 3 clusters Score -282309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Entering Unmasked Estep 
Score: -6006383.000000 Penalty: 2627.493896
	Iteration 0F: 2 clusters Score -6006383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5979263.000000 Penalty: 5254.987793
	Iteration 0F: 3 clusters Score -5979263 nChanged 18291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5989564.500000 Penalty: 5254.987793
	Iteration 1F: 3 clusters Score -5989564 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5990711.000000 Penalty: 5254.987793
	Iteration 2F: 3 clusters Score -5990711 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5992471.000000 Penalty: 5254.987793
	Iteration 3F: 3 clusters Score -5992471 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -5995158.000000 Penalty: 5254.987793
	Iteration 4F: 3 clusters Score -5995158 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5998435.000000 Penalty: 5254.987793
	Iteration 5F: 3 clusters Score -5998435 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6001742.000000 Penalty: 5254.987793
	Iteration 6F: 3 clusters Score -6001742 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -6004877.000000 Penalty: 5254.987793
	Iteration 7F: 3 clusters Score -6004877 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6007824.500000 Penalty: 5254.987793
	Iteration 8F: 3 clusters Score -6007824 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -6010149.500000 Penalty: 5254.987793
	Iteration 9Q: 3 clusters Score -6010150 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6011303.500000 Penalty: 5254.987793
	Iteration 10Q: 3 clusters Score -6011304 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -6011834.500000 Penalty: 5254.987793
	Iteration 11Q: 3 clusters Score -6011834 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6012125.500000 Penalty: 5254.987793
	Iteration 12Q: 3 clusters Score -6012126 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -6012237.000000 Penalty: 5254.987793
	Iteration 13Q: 3 clusters Score -6012237 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -6012297.500000 Penalty: 5254.987793
	Iteration 14Q: 3 clusters Score -6012298 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6012348.500000 Penalty: 5254.987793
	Iteration 15Q: 3 clusters Score -6012348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -6012367.000000 Penalty: 5254.987793
	Iteration 16Q: 3 clusters Score -6012367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -6012374.000000 Penalty: 5254.987793
	Iteration 17Q: 3 clusters Score -6012374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -6012375.000000 Penalty: 5254.987793
	Iteration 18Q: 3 clusters Score -6012375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -6012383.500000 Penalty: 5254.987793
	Iteration 19Q: 3 clusters Score -6012384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6012382.500000 Penalty: 5254.987793
	Iteration 20F: 3 clusters Score -6012382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -6012385.000000 Penalty: 5254.987793
	Iteration 21Q: 3 clusters Score -6012385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6012391.500000 Penalty: 5254.987793
	Iteration 22Q: 3 clusters Score -6012392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -6012389.500000 Penalty: 5254.987793
	Iteration 23Q: 3 clusters Score -6012390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6012385.000000 Penalty: 5254.987793
	Iteration 24Q: 3 clusters Score -6012385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -6012387.000000 Penalty: 5254.987793
	Iteration 25Q: 3 clusters Score -6012387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -6012379.500000 Penalty: 5254.987793
	Iteration 26Q: 3 clusters Score -6012380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -6012385.000000 Penalty: 5254.987793
	Iteration 27Q: 3 clusters Score -6012385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -6012385.000000 Penalty: 5254.987793
	Iteration 28F: 3 clusters Score -6012385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Entering Unmasked Estep 
Score: -104037984.000000 Penalty: 76749.320312
Splitting cluster 7 changes total score from -104002952.000000 to -104037984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (21732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Entering Unmasked Estep 
Score: -3015483.750000 Penalty: 2476.662109
	Iteration 0F: 2 clusters Score -3015484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3000483.000000 Penalty: 4953.324219
	Iteration 0F: 3 clusters Score -3000483 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3007473.250000 Penalty: 4953.324219
	Iteration 1F: 3 clusters Score -3007473 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3010033.500000 Penalty: 4953.324219
	Iteration 2F: 3 clusters Score -3010034 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3013547.000000 Penalty: 4953.324219
	Iteration 3F: 3 clusters Score -3013547 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3017194.000000 Penalty: 4953.324219
	Iteration 4F: 3 clusters Score -3017194 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3019636.000000 Penalty: 4953.324219
	Iteration 5F: 3 clusters Score -3019636 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3020933.000000 Penalty: 4953.324219
	Iteration 6F: 3 clusters Score -3020933 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -3021752.000000 Penalty: 4953.324219
	Iteration 7Q: 3 clusters Score -3021752 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3022412.500000 Penalty: 4953.324219
	Iteration 8Q: 3 clusters Score -3022412 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3022944.750000 Penalty: 4953.324219
	Iteration 9Q: 3 clusters Score -3022945 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3023475.250000 Penalty: 4953.324219
	Iteration 10Q: 3 clusters Score -3023475 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3023949.500000 Penalty: 4953.324219
	Iteration 11Q: 3 clusters Score -3023950 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3024393.000000 Penalty: 4953.324219
	Iteration 12Q: 3 clusters Score -3024393 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3024691.750000 Penalty: 4953.324219
	Iteration 13Q: 3 clusters Score -3024692 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3024872.750000 Penalty: 4953.324219
	Iteration 14Q: 3 clusters Score -3024873 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3024982.000000 Penalty: 4953.324219
	Iteration 15Q: 3 clusters Score -3024982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3025061.500000 Penalty: 4953.324219
	Iteration 16Q: 3 clusters Score -3025062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3025115.750000 Penalty: 4953.324219
	Iteration 17Q: 3 clusters Score -3025116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3025148.750000 Penalty: 4953.324219
	Iteration 18Q: 3 clusters Score -3025149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3025176.750000 Penalty: 4953.324219
	Iteration 19Q: 3 clusters Score -3025177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3025211.000000 Penalty: 4953.324219
	Iteration 20F: 3 clusters Score -3025211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3025237.000000 Penalty: 4953.324219
	Iteration 21Q: 3 clusters Score -3025237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3025247.500000 Penalty: 4953.324219
	Iteration 22Q: 3 clusters Score -3025248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3025256.750000 Penalty: 4953.324219
	Iteration 23Q: 3 clusters Score -3025257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3025287.000000 Penalty: 4953.324219
	Iteration 24Q: 3 clusters Score -3025287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3025317.500000 Penalty: 4953.324219
	Iteration 25Q: 3 clusters Score -3025318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3025337.500000 Penalty: 4953.324219
	Iteration 26Q: 3 clusters Score -3025338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3025346.750000 Penalty: 4953.324219
	Iteration 27Q: 3 clusters Score -3025347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3025362.500000 Penalty: 4953.324219
	Iteration 28Q: 3 clusters Score -3025362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3025366.250000 Penalty: 4953.324219
	Iteration 29Q: 3 clusters Score -3025366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3025377.750000 Penalty: 4953.324219
	Iteration 30Q: 3 clusters Score -3025378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3025380.250000 Penalty: 4953.324219
	Iteration 31Q: 3 clusters Score -3025380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3025388.500000 Penalty: 4953.324219
	Iteration 32Q: 3 clusters Score -3025388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3025392.000000 Penalty: 4953.324219
	Iteration 33Q: 3 clusters Score -3025392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3025398.250000 Penalty: 4953.324219
	Iteration 34Q: 3 clusters Score -3025398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3025400.250000 Penalty: 4953.324219
	Iteration 35Q: 3 clusters Score -3025400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3025401.250000 Penalty: 4953.324219
	Iteration 36Q: 3 clusters Score -3025401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3025405.500000 Penalty: 4953.324219
	Iteration 37Q: 3 clusters Score -3025406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3025406.250000 Penalty: 4953.324219
	Iteration 38Q: 3 clusters Score -3025406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3025411.250000 Penalty: 4953.324219
	Iteration 39Q: 3 clusters Score -3025411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3025412.000000 Penalty: 4953.324219
	Iteration 40F: 3 clusters Score -3025412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3025412.750000 Penalty: 4953.324219
	Iteration 41Q: 3 clusters Score -3025413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3025411.500000 Penalty: 4953.324219
	Iteration 42Q: 3 clusters Score -3025412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3025411.000000 Penalty: 4953.324219
	Iteration 43Q: 3 clusters Score -3025411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3025408.500000 Penalty: 4953.324219
	Iteration 44Q: 3 clusters Score -3025408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3025409.750000 Penalty: 4953.324219
	Iteration 45Q: 3 clusters Score -3025410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3025408.500000 Penalty: 4953.324219
	Iteration 46Q: 3 clusters Score -3025408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3025410.000000 Penalty: 4953.324219
	Iteration 47Q: 3 clusters Score -3025410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3025410.000000 Penalty: 4953.324219
	Iteration 48F: 3 clusters Score -3025410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Entering Unmasked Estep 
Score: -104046672.000000 Penalty: 80086.250000
Splitting cluster 8 changes total score from -104002952.000000 to -104046672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (147365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147365 members 
Entering Unmasked Estep 
Score: -22652108.000000 Penalty: 2951.365723
	Iteration 0F: 2 clusters Score -2.265211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -22570434.000000 Penalty: 5902.731445
	Iteration 0F: 3 clusters Score -2.257043e+07 nChanged 70420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -22611068.000000 Penalty: 5902.731445
	Iteration 1F: 3 clusters Score -2.261107e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -22612444.000000 Penalty: 5902.731445
	Iteration 2Q: 3 clusters Score -2.261244e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -22614640.000000 Penalty: 5902.731445
	Iteration 3Q: 3 clusters Score -2.261464e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -22618196.000000 Penalty: 5902.731445
	Iteration 4F: 3 clusters Score -2.26182e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -22623172.000000 Penalty: 5902.731445
	Iteration 5F: 3 clusters Score -2.262317e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -22629598.000000 Penalty: 5902.731445
	Iteration 6F: 3 clusters Score -2.26296e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -22636208.000000 Penalty: 5902.731445
	Iteration 7F: 3 clusters Score -2.263621e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 127175 members 
Entering Unmasked Estep 
Score: -22642026.000000 Penalty: 5902.731445
	Iteration 8F: 3 clusters Score -2.264203e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 135043 members 
Entering Unmasked Estep 
Score: -22646340.000000 Penalty: 5902.731445
	Iteration 9F: 3 clusters Score -2.264634e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 139781 members 
Entering Unmasked Estep 
Score: -22648122.000000 Penalty: 5902.731445
	Iteration 10Q: 3 clusters Score -2.264812e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -22649420.000000 Penalty: 5902.731445
	Iteration 11Q: 3 clusters Score -2.264942e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 143330 members 
Entering Unmasked Estep 
Score: -22650218.000000 Penalty: 5902.731445
	Iteration 12Q: 3 clusters Score -2.265022e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -22650760.000000 Penalty: 5902.731445
	Iteration 13Q: 3 clusters Score -2.265076e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -22650944.000000 Penalty: 5902.731445
	Iteration 14Q: 3 clusters Score -2.265094e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 144364 members 
Entering Unmasked Estep 
Score: -22651058.000000 Penalty: 5902.731445
	Iteration 15Q: 3 clusters Score -2.265106e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 144496 members 
Entering Unmasked Estep 
Score: -22651050.000000 Penalty: 5902.731445
	Iteration 16Q: 3 clusters Score -2.265105e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 144580 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 17Q: 3 clusters Score -2.265107e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 144635 members 
Entering Unmasked Estep 
Score: -22651096.000000 Penalty: 5902.731445
	Iteration 18Q: 3 clusters Score -2.26511e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 144678 members 
Entering Unmasked Estep 
Score: -22651096.000000 Penalty: 5902.731445
	Iteration 19Q: 3 clusters Score -2.26511e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 144699 members 
Entering Unmasked Estep 
Score: -22651058.000000 Penalty: 5902.731445
	Iteration 20F: 3 clusters Score -2.265106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 144708 members 
Entering Unmasked Estep 
Score: -22651074.000000 Penalty: 5902.731445
	Iteration 21Q: 3 clusters Score -2.265107e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 144718 members 
Entering Unmasked Estep 
Score: -22651066.000000 Penalty: 5902.731445
	Iteration 22Q: 3 clusters Score -2.265107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -22651080.000000 Penalty: 5902.731445
	Iteration 23Q: 3 clusters Score -2.265108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 144736 members 
Entering Unmasked Estep 
Score: -22651098.000000 Penalty: 5902.731445
	Iteration 24Q: 3 clusters Score -2.26511e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -22651080.000000 Penalty: 5902.731445
	Iteration 25Q: 3 clusters Score -2.265108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 144743 members 
Entering Unmasked Estep 
Score: -22651072.000000 Penalty: 5902.731445
	Iteration 26Q: 3 clusters Score -2.265107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 144746 members 
Entering Unmasked Estep 
Score: -22651072.000000 Penalty: 5902.731445
	Iteration 27Q: 3 clusters Score -2.265107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 28Q: 3 clusters Score -2.265107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 144763 members 
Entering Unmasked Estep 
Score: -22651084.000000 Penalty: 5902.731445
	Iteration 29Q: 3 clusters Score -2.265108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 30Q: 3 clusters Score -2.265107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 144775 members 
Entering Unmasked Estep 
Score: -22651088.000000 Penalty: 5902.731445
	Iteration 31Q: 3 clusters Score -2.265109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -22651072.000000 Penalty: 5902.731445
	Iteration 32Q: 3 clusters Score -2.265107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -22651078.000000 Penalty: 5902.731445
	Iteration 33Q: 3 clusters Score -2.265108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -22651066.000000 Penalty: 5902.731445
	Iteration 34Q: 3 clusters Score -2.265107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 35Q: 3 clusters Score -2.265107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -22651062.000000 Penalty: 5902.731445
	Iteration 36Q: 3 clusters Score -2.265106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -22651070.000000 Penalty: 5902.731445
	Iteration 37Q: 3 clusters Score -2.265107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 144789 members 
Entering Unmasked Estep 
Score: -22651066.000000 Penalty: 5902.731445
	Iteration 38Q: 3 clusters Score -2.265107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -22651070.000000 Penalty: 5902.731445
	Iteration 39Q: 3 clusters Score -2.265107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -22651060.000000 Penalty: 5902.731445
	Iteration 40F: 3 clusters Score -2.265106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -22651072.000000 Penalty: 5902.731445
	Iteration 41Q: 3 clusters Score -2.265107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 144793 members 
Entering Unmasked Estep 
Score: -22651076.000000 Penalty: 5902.731445
	Iteration 42Q: 3 clusters Score -2.265108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 43Q: 3 clusters Score -2.265107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 144792 members 
Entering Unmasked Estep 
Score: -22651068.000000 Penalty: 5902.731445
	Iteration 44F: 3 clusters Score -2.265107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Entering Unmasked Estep 
Score: -6287281.000000 Penalty: 2638.370850
	Iteration 0F: 2 clusters Score -6287281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6259021.000000 Penalty: 5276.741699
	Iteration 0F: 3 clusters Score -6259021 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -6272476.000000 Penalty: 5276.741699
	Iteration 1F: 3 clusters Score -6272476 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -6275374.000000 Penalty: 5276.741699
	Iteration 2F: 3 clusters Score -6275374 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -6277502.000000 Penalty: 5276.741699
	Iteration 3F: 3 clusters Score -6277502 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -6280147.000000 Penalty: 5276.741699
	Iteration 4F: 3 clusters Score -6280147 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6283539.500000 Penalty: 5276.741699
	Iteration 5F: 3 clusters Score -6283540 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -6287363.500000 Penalty: 5276.741699
	Iteration 6F: 3 clusters Score -6287364 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6290722.500000 Penalty: 5276.741699
	Iteration 7F: 3 clusters Score -6290722 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -6293224.500000 Penalty: 5276.741699
	Iteration 8Q: 3 clusters Score -6293224 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6294610.500000 Penalty: 5276.741699
	Iteration 9Q: 3 clusters Score -6294610 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -6295069.000000 Penalty: 5276.741699
	Iteration 10Q: 3 clusters Score -6295069 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -6295254.000000 Penalty: 5276.741699
	Iteration 11Q: 3 clusters Score -6295254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -6295379.000000 Penalty: 5276.741699
	Iteration 12Q: 3 clusters Score -6295379 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -6295450.000000 Penalty: 5276.741699
	Iteration 13Q: 3 clusters Score -6295450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6295514.500000 Penalty: 5276.741699
	Iteration 14Q: 3 clusters Score -6295514 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -6295578.500000 Penalty: 5276.741699
	Iteration 15Q: 3 clusters Score -6295578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -6295672.500000 Penalty: 5276.741699
	Iteration 16Q: 3 clusters Score -6295672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -6295727.500000 Penalty: 5276.741699
	Iteration 17Q: 3 clusters Score -6295728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -6295757.000000 Penalty: 5276.741699
	Iteration 18Q: 3 clusters Score -6295757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -6295804.000000 Penalty: 5276.741699
	Iteration 19Q: 3 clusters Score -6295804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6295854.500000 Penalty: 5276.741699
	Iteration 20F: 3 clusters Score -6295854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -6295885.500000 Penalty: 5276.741699
	Iteration 21Q: 3 clusters Score -6295886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -6295914.500000 Penalty: 5276.741699
	Iteration 22Q: 3 clusters Score -6295914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6295951.000000 Penalty: 5276.741699
	Iteration 23Q: 3 clusters Score -6295951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -6295992.500000 Penalty: 5276.741699
	Iteration 24Q: 3 clusters Score -6295992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -6296042.000000 Penalty: 5276.741699
	Iteration 25Q: 3 clusters Score -6296042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -6296094.500000 Penalty: 5276.741699
	Iteration 26Q: 3 clusters Score -6296094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -6296187.500000 Penalty: 5276.741699
	Iteration 27Q: 3 clusters Score -6296188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -6296269.500000 Penalty: 5276.741699
	Iteration 28Q: 3 clusters Score -6296270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -6296355.500000 Penalty: 5276.741699
	Iteration 29Q: 3 clusters Score -6296356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -6296424.000000 Penalty: 5276.741699
	Iteration 30Q: 3 clusters Score -6296424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6296489.500000 Penalty: 5276.741699
	Iteration 31Q: 3 clusters Score -6296490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -6296503.000000 Penalty: 5276.741699
	Iteration 32Q: 3 clusters Score -6296503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -6296514.500000 Penalty: 5276.741699
	Iteration 33Q: 3 clusters Score -6296514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -6296527.000000 Penalty: 5276.741699
	Iteration 34Q: 3 clusters Score -6296527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -6296529.000000 Penalty: 5276.741699
	Iteration 35Q: 3 clusters Score -6296529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -6296527.500000 Penalty: 5276.741699
	Iteration 36Q: 3 clusters Score -6296528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -6296529.500000 Penalty: 5276.741699
	Iteration 37Q: 3 clusters Score -6296530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -6296525.500000 Penalty: 5276.741699
	Iteration 38Q: 3 clusters Score -6296526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -6296525.500000 Penalty: 5276.741699
	Iteration 39F: 3 clusters Score -6296526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Entering Unmasked Estep 
Score: -104055248.000000 Penalty: 83423.171875
Splitting cluster 10 changes total score from -104002952.000000 to -104055248.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -1227013.875000 Penalty: 2249.912354
	Iteration 0F: 2 clusters Score -1227014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1220246.500000 Penalty: 4499.824707
	Iteration 0F: 3 clusters Score -1220246 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1223043.125000 Penalty: 4499.824707
	Iteration 1F: 3 clusters Score -1223043 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1224205.875000 Penalty: 4499.824707
	Iteration 2F: 3 clusters Score -1224206 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1224984.375000 Penalty: 4499.824707
	Iteration 3F: 3 clusters Score -1224984 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1225561.500000 Penalty: 4499.824707
	Iteration 4F: 3 clusters Score -1225562 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1226114.250000 Penalty: 4499.824707
	Iteration 5F: 3 clusters Score -1226114 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1226616.750000 Penalty: 4499.824707
	Iteration 6F: 3 clusters Score -1226617 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1226981.625000 Penalty: 4499.824707
	Iteration 7Q: 3 clusters Score -1226982 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1227169.500000 Penalty: 4499.824707
	Iteration 8Q: 3 clusters Score -1227170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1227251.250000 Penalty: 4499.824707
	Iteration 9Q: 3 clusters Score -1227251 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1227288.375000 Penalty: 4499.824707
	Iteration 10Q: 3 clusters Score -1227288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1227319.375000 Penalty: 4499.824707
	Iteration 11Q: 3 clusters Score -1227319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1227340.250000 Penalty: 4499.824707
	Iteration 12Q: 3 clusters Score -1227340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1227357.500000 Penalty: 4499.824707
	Iteration 13Q: 3 clusters Score -1227358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1227369.750000 Penalty: 4499.824707
	Iteration 14Q: 3 clusters Score -1227370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1227376.250000 Penalty: 4499.824707
	Iteration 15Q: 3 clusters Score -1227376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1227383.625000 Penalty: 4499.824707
	Iteration 16Q: 3 clusters Score -1227384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1227388.500000 Penalty: 4499.824707
	Iteration 17Q: 3 clusters Score -1227388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1227391.000000 Penalty: 4499.824707
	Iteration 18Q: 3 clusters Score -1227391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1227399.750000 Penalty: 4499.824707
	Iteration 19Q: 3 clusters Score -1227400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1227406.125000 Penalty: 4499.824707
	Iteration 20F: 3 clusters Score -1227406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1227415.875000 Penalty: 4499.824707
	Iteration 21Q: 3 clusters Score -1227416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1227421.125000 Penalty: 4499.824707
	Iteration 22Q: 3 clusters Score -1227421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1227426.875000 Penalty: 4499.824707
	Iteration 23Q: 3 clusters Score -1227427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1227430.750000 Penalty: 4499.824707
	Iteration 24Q: 3 clusters Score -1227431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1227436.625000 Penalty: 4499.824707
	Iteration 25Q: 3 clusters Score -1227437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1227438.625000 Penalty: 4499.824707
	Iteration 26Q: 3 clusters Score -1227439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1227444.250000 Penalty: 4499.824707
	Iteration 27Q: 3 clusters Score -1227444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1227447.750000 Penalty: 4499.824707
	Iteration 28Q: 3 clusters Score -1227448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1227457.000000 Penalty: 4499.824707
	Iteration 29Q: 3 clusters Score -1227457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1227463.000000 Penalty: 4499.824707
	Iteration 30Q: 3 clusters Score -1227463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1227465.500000 Penalty: 4499.824707
	Iteration 31Q: 3 clusters Score -1227466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1227467.750000 Penalty: 4499.824707
	Iteration 32Q: 3 clusters Score -1227468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1227466.250000 Penalty: 4499.824707
	Iteration 33Q: 3 clusters Score -1227466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1227470.625000 Penalty: 4499.824707
	Iteration 34Q: 3 clusters Score -1227471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1227475.500000 Penalty: 4499.824707
	Iteration 35Q: 3 clusters Score -1227476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1227478.375000 Penalty: 4499.824707
	Iteration 36Q: 3 clusters Score -1227478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1227484.875000 Penalty: 4499.824707
	Iteration 37Q: 3 clusters Score -1227485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1227485.125000 Penalty: 4499.824707
	Iteration 38Q: 3 clusters Score -1227485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1227488.000000 Penalty: 4499.824707
	Iteration 39Q: 3 clusters Score -1227488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1227488.375000 Penalty: 4499.824707
	Iteration 40F: 3 clusters Score -1227488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1227493.625000 Penalty: 4499.824707
	Iteration 41Q: 3 clusters Score -1227494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1227497.375000 Penalty: 4499.824707
	Iteration 42Q: 3 clusters Score -1227497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1227501.875000 Penalty: 4499.824707
	Iteration 43Q: 3 clusters Score -1227502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1227504.375000 Penalty: 4499.824707
	Iteration 44Q: 3 clusters Score -1227504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1227509.250000 Penalty: 4499.824707
	Iteration 45Q: 3 clusters Score -1227509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1227516.875000 Penalty: 4499.824707
	Iteration 46Q: 3 clusters Score -1227517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1227519.500000 Penalty: 4499.824707
	Iteration 47Q: 3 clusters Score -1227520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1227520.250000 Penalty: 4499.824707
	Iteration 48Q: 3 clusters Score -1227520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1227527.250000 Penalty: 4499.824707
	Iteration 49Q: 3 clusters Score -1227527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1227528.500000 Penalty: 4499.824707
	Iteration 50Q: 3 clusters Score -1227528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1227531.000000 Penalty: 4499.824707
	Iteration 51Q: 3 clusters Score -1227531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1227536.500000 Penalty: 4499.824707
	Iteration 52Q: 3 clusters Score -1227536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1227540.250000 Penalty: 4499.824707
	Iteration 53Q: 3 clusters Score -1227540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1227549.875000 Penalty: 4499.824707
	Iteration 54Q: 3 clusters Score -1227550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1227554.250000 Penalty: 4499.824707
	Iteration 55Q: 3 clusters Score -1227554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1227558.125000 Penalty: 4499.824707
	Iteration 56Q: 3 clusters Score -1227558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1227559.125000 Penalty: 4499.824707
	Iteration 57Q: 3 clusters Score -1227559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1227560.750000 Penalty: 4499.824707
	Iteration 58Q: 3 clusters Score -1227561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1227564.750000 Penalty: 4499.824707
	Iteration 59Q: 3 clusters Score -1227565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1227563.750000 Penalty: 4499.824707
	Iteration 60F: 3 clusters Score -1227564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1227564.875000 Penalty: 4499.824707
	Iteration 61Q: 3 clusters Score -1227565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1227566.875000 Penalty: 4499.824707
	Iteration 62Q: 3 clusters Score -1227567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1227568.875000 Penalty: 4499.824707
	Iteration 63Q: 3 clusters Score -1227569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1227569.750000 Penalty: 4499.824707
	Iteration 64Q: 3 clusters Score -1227570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1227573.500000 Penalty: 4499.824707
	Iteration 65Q: 3 clusters Score -1227574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1227577.000000 Penalty: 4499.824707
	Iteration 66Q: 3 clusters Score -1227577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1227578.000000 Penalty: 4499.824707
	Iteration 67Q: 3 clusters Score -1227578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1227577.000000 Penalty: 4499.824707
	Iteration 68Q: 3 clusters Score -1227577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1227582.875000 Penalty: 4499.824707
	Iteration 69Q: 3 clusters Score -1227583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1227590.125000 Penalty: 4499.824707
	Iteration 70Q: 3 clusters Score -1227590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1227600.000000 Penalty: 4499.824707
	Iteration 71Q: 3 clusters Score -1227600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1227600.750000 Penalty: 4499.824707
	Iteration 72Q: 3 clusters Score -1227601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1227607.625000 Penalty: 4499.824707
	Iteration 73Q: 3 clusters Score -1227608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1227611.125000 Penalty: 4499.824707
	Iteration 74Q: 3 clusters Score -1227611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1227626.875000 Penalty: 4499.824707
	Iteration 75Q: 3 clusters Score -1227627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1227634.750000 Penalty: 4499.824707
	Iteration 76Q: 3 clusters Score -1227635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1227650.000000 Penalty: 4499.824707
	Iteration 77Q: 3 clusters Score -1227650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1227663.750000 Penalty: 4499.824707
	Iteration 78Q: 3 clusters Score -1227664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1227678.125000 Penalty: 4499.824707
	Iteration 79Q: 3 clusters Score -1227678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1227690.625000 Penalty: 4499.824707
	Iteration 80F: 3 clusters Score -1227691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1227714.125000 Penalty: 4499.824707
	Iteration 81Q: 3 clusters Score -1227714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1227734.750000 Penalty: 4499.824707
	Iteration 82Q: 3 clusters Score -1227735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1227764.375000 Penalty: 4499.824707
	Iteration 83Q: 3 clusters Score -1227764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1227805.500000 Penalty: 4499.824707
	Iteration 84Q: 3 clusters Score -1227806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1227847.125000 Penalty: 4499.824707
	Iteration 85Q: 3 clusters Score -1227847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1227905.750000 Penalty: 4499.824707
	Iteration 86Q: 3 clusters Score -1227906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1227992.000000 Penalty: 4499.824707
	Iteration 87Q: 3 clusters Score -1227992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1228161.875000 Penalty: 4499.824707
	Iteration 88Q: 3 clusters Score -1228162 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1228539.875000 Penalty: 4499.824707
	Iteration 89Q: 3 clusters Score -1228540 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1229037.500000 Penalty: 4499.824707
	Iteration 90Q: 3 clusters Score -1229038 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1229228.625000 Penalty: 4499.824707
	Iteration 91Q: 3 clusters Score -1229229 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1229317.250000 Penalty: 4499.824707
	Iteration 92Q: 3 clusters Score -1229317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1229354.875000 Penalty: 4499.824707
	Iteration 93Q: 3 clusters Score -1229355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1229377.500000 Penalty: 4499.824707
	Iteration 94Q: 3 clusters Score -1229378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1229393.750000 Penalty: 4499.824707
	Iteration 95Q: 3 clusters Score -1229394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1229413.125000 Penalty: 4499.824707
	Iteration 96Q: 3 clusters Score -1229413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1229434.875000 Penalty: 4499.824707
	Iteration 97Q: 3 clusters Score -1229435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1229454.625000 Penalty: 4499.824707
	Iteration 98Q: 3 clusters Score -1229455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1229461.375000 Penalty: 4499.824707
	Iteration 99Q: 3 clusters Score -1229461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1229472.750000 Penalty: 4499.824707
	Iteration 100F: 3 clusters Score -1229473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1229484.250000 Penalty: 4499.824707
	Iteration 101Q: 3 clusters Score -1229484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1229490.625000 Penalty: 4499.824707
	Iteration 102Q: 3 clusters Score -1229491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1229500.250000 Penalty: 4499.824707
	Iteration 103Q: 3 clusters Score -1229500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1229506.250000 Penalty: 4499.824707
	Iteration 104Q: 3 clusters Score -1229506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1229508.250000 Penalty: 4499.824707
	Iteration 105Q: 3 clusters Score -1229508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1229510.625000 Penalty: 4499.824707
	Iteration 106Q: 3 clusters Score -1229511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1229512.500000 Penalty: 4499.824707
	Iteration 107Q: 3 clusters Score -1229512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1229513.625000 Penalty: 4499.824707
	Iteration 108Q: 3 clusters Score -1229514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1229513.125000 Penalty: 4499.824707
	Iteration 109Q: 3 clusters Score -1229513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1229514.000000 Penalty: 4499.824707
	Iteration 110Q: 3 clusters Score -1229514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1229515.500000 Penalty: 4499.824707
	Iteration 111Q: 3 clusters Score -1229516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1229518.500000 Penalty: 4499.824707
	Iteration 112Q: 3 clusters Score -1229518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1229517.625000 Penalty: 4499.824707
	Iteration 113Q: 3 clusters Score -1229518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1229520.250000 Penalty: 4499.824707
	Iteration 114Q: 3 clusters Score -1229520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1229522.000000 Penalty: 4499.824707
	Iteration 115Q: 3 clusters Score -1229522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1229520.875000 Penalty: 4499.824707
	Iteration 116Q: 3 clusters Score -1229521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1229521.750000 Penalty: 4499.824707
	Iteration 117Q: 3 clusters Score -1229522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1229523.125000 Penalty: 4499.824707
	Iteration 118Q: 3 clusters Score -1229523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1229521.375000 Penalty: 4499.824707
	Iteration 119Q: 3 clusters Score -1229521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1229521.000000 Penalty: 4499.824707
	Iteration 120F: 3 clusters Score -1229521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1229520.375000 Penalty: 4499.824707
	Iteration 121Q: 3 clusters Score -1229520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1229521.000000 Penalty: 4499.824707
	Iteration 122Q: 3 clusters Score -1229521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1229520.000000 Penalty: 4499.824707
	Iteration 123Q: 3 clusters Score -1229520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1229524.125000 Penalty: 4499.824707
	Iteration 124Q: 3 clusters Score -1229524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1229524.375000 Penalty: 4499.824707
	Iteration 125Q: 3 clusters Score -1229524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1229527.875000 Penalty: 4499.824707
	Iteration 126Q: 3 clusters Score -1229528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1229528.000000 Penalty: 4499.824707
	Iteration 127Q: 3 clusters Score -1229528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1229528.000000 Penalty: 4499.824707
	Iteration 128Q: 3 clusters Score -1229528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1229528.250000 Penalty: 4499.824707
	Iteration 129Q: 3 clusters Score -1229528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1229528.375000 Penalty: 4499.824707
	Iteration 130Q: 3 clusters Score -1229528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1229530.250000 Penalty: 4499.824707
	Iteration 131Q: 3 clusters Score -1229530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1229527.250000 Penalty: 4499.824707
	Iteration 132Q: 3 clusters Score -1229527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1229529.500000 Penalty: 4499.824707
	Iteration 133Q: 3 clusters Score -1229530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1229530.750000 Penalty: 4499.824707
	Iteration 134Q: 3 clusters Score -1229531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1229532.125000 Penalty: 4499.824707
	Iteration 135Q: 3 clusters Score -1229532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1229532.125000 Penalty: 4499.824707
	Iteration 136F: 3 clusters Score -1229532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 3264 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Mstep: Class 26 contains 5366 members 
Entering Unmasked Estep 
Score: -104056856.000000 Penalty: 86760.101562
Splitting cluster 11 changes total score from -104002952.000000 to -104056856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (3264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Entering Unmasked Estep 
Score: -367292.218750 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -367292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364456.625000 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -364456.6 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -369219.000000 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -369219 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -375967.156250 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -375967.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -381223.343750 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -381223.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -384236.656250 Penalty: 4012.991455
	Iteration 4F: 3 clusters Score -384236.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385447.718750 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -385447.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -385882.687500 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -385882.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -386074.406250 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -386074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -386080.218750 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -386080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -386084.406250 Penalty: 4012.991455
	Iteration 9F: 3 clusters Score -386084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -386102.906250 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -386102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -386103.875000 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -386103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -386103.875000 Penalty: 4012.991455
	Iteration 12F: 3 clusters Score -386103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 1286 members 
Entering Unmasked Estep 
Score: -104074368.000000 Penalty: 90097.031250
Splitting cluster 12 changes total score from -104002952.000000 to -104074368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (28985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Entering Unmasked Estep 
Score: -4368783.500000 Penalty: 2548.084229
	Iteration 0F: 2 clusters Score -4368784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4349079.500000 Penalty: 5096.168457
	Iteration 0F: 3 clusters Score -4349080 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4356112.000000 Penalty: 5096.168457
	Iteration 1F: 3 clusters Score -4356112 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4357044.000000 Penalty: 5096.168457
	Iteration 2F: 3 clusters Score -4357044 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4358202.500000 Penalty: 5096.168457
	Iteration 3F: 3 clusters Score -4358202 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4359426.500000 Penalty: 5096.168457
	Iteration 4F: 3 clusters Score -4359426 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4360564.000000 Penalty: 5096.168457
	Iteration 5F: 3 clusters Score -4360564 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4361527.500000 Penalty: 5096.168457
	Iteration 6F: 3 clusters Score -4361528 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4362368.500000 Penalty: 5096.168457
	Iteration 7F: 3 clusters Score -4362368 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4363175.500000 Penalty: 5096.168457
	Iteration 8Q: 3 clusters Score -4363176 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4363949.500000 Penalty: 5096.168457
	Iteration 9Q: 3 clusters Score -4363950 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4364818.000000 Penalty: 5096.168457
	Iteration 10Q: 3 clusters Score -4364818 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4365520.500000 Penalty: 5096.168457
	Iteration 11Q: 3 clusters Score -4365520 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4366114.000000 Penalty: 5096.168457
	Iteration 12Q: 3 clusters Score -4366114 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4366647.000000 Penalty: 5096.168457
	Iteration 13Q: 3 clusters Score -4366647 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4367089.500000 Penalty: 5096.168457
	Iteration 14Q: 3 clusters Score -4367090 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4367481.000000 Penalty: 5096.168457
	Iteration 15Q: 3 clusters Score -4367481 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4367731.500000 Penalty: 5096.168457
	Iteration 16Q: 3 clusters Score -4367732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4367850.000000 Penalty: 5096.168457
	Iteration 17Q: 3 clusters Score -4367850 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4367965.000000 Penalty: 5096.168457
	Iteration 18Q: 3 clusters Score -4367965 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4368016.000000 Penalty: 5096.168457
	Iteration 19Q: 3 clusters Score -4368016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -4368070.500000 Penalty: 5096.168457
	Iteration 20F: 3 clusters Score -4368070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4368112.000000 Penalty: 5096.168457
	Iteration 21Q: 3 clusters Score -4368112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4368151.500000 Penalty: 5096.168457
	Iteration 22Q: 3 clusters Score -4368152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4368171.500000 Penalty: 5096.168457
	Iteration 23Q: 3 clusters Score -4368172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4368194.000000 Penalty: 5096.168457
	Iteration 24Q: 3 clusters Score -4368194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4368219.500000 Penalty: 5096.168457
	Iteration 25Q: 3 clusters Score -4368220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4368238.500000 Penalty: 5096.168457
	Iteration 26Q: 3 clusters Score -4368238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -4368254.500000 Penalty: 5096.168457
	Iteration 27Q: 3 clusters Score -4368254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4368273.500000 Penalty: 5096.168457
	Iteration 28Q: 3 clusters Score -4368274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4368277.500000 Penalty: 5096.168457
	Iteration 29Q: 3 clusters Score -4368278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4368294.000000 Penalty: 5096.168457
	Iteration 30Q: 3 clusters Score -4368294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -4368291.000000 Penalty: 5096.168457
	Iteration 31Q: 3 clusters Score -4368291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4368293.500000 Penalty: 5096.168457
	Iteration 32Q: 3 clusters Score -4368294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4368299.500000 Penalty: 5096.168457
	Iteration 33Q: 3 clusters Score -4368300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4368299.500000 Penalty: 5096.168457
	Iteration 34Q: 3 clusters Score -4368300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4368301.500000 Penalty: 5096.168457
	Iteration 35Q: 3 clusters Score -4368302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4368306.500000 Penalty: 5096.168457
	Iteration 36Q: 3 clusters Score -4368306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4368305.500000 Penalty: 5096.168457
	Iteration 37Q: 3 clusters Score -4368306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4368306.000000 Penalty: 5096.168457
	Iteration 38Q: 3 clusters Score -4368306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4368308.000000 Penalty: 5096.168457
	Iteration 39Q: 3 clusters Score -4368308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -4368310.500000 Penalty: 5096.168457
	Iteration 40F: 3 clusters Score -4368310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4368305.000000 Penalty: 5096.168457
	Iteration 41Q: 3 clusters Score -4368305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -4368308.500000 Penalty: 5096.168457
	Iteration 42Q: 3 clusters Score -4368308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -4368307.500000 Penalty: 5096.168457
	Iteration 43Q: 3 clusters Score -4368308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4368306.500000 Penalty: 5096.168457
	Iteration 44Q: 3 clusters Score -4368306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4368308.500000 Penalty: 5096.168457
	Iteration 45Q: 3 clusters Score -4368308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4368308.500000 Penalty: 5096.168457
	Iteration 46F: 3 clusters Score -4368308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -2054345.500000 Penalty: 2377.863770
	Iteration 0F: 2 clusters Score -2054346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2043908.625000 Penalty: 4755.727539
	Iteration 0F: 3 clusters Score -2043909 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2048153.000000 Penalty: 4755.727539
	Iteration 1F: 3 clusters Score -2048153 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2049799.375000 Penalty: 4755.727539
	Iteration 2F: 3 clusters Score -2049799 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2051439.500000 Penalty: 4755.727539
	Iteration 3F: 3 clusters Score -2051440 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2052881.875000 Penalty: 4755.727539
	Iteration 4F: 3 clusters Score -2052882 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2053982.750000 Penalty: 4755.727539
	Iteration 5F: 3 clusters Score -2053983 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2054717.250000 Penalty: 4755.727539
	Iteration 6F: 3 clusters Score -2054717 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2055174.625000 Penalty: 4755.727539
	Iteration 7Q: 3 clusters Score -2055175 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2055473.625000 Penalty: 4755.727539
	Iteration 8Q: 3 clusters Score -2055474 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2055679.875000 Penalty: 4755.727539
	Iteration 9Q: 3 clusters Score -2055680 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2055828.750000 Penalty: 4755.727539
	Iteration 10Q: 3 clusters Score -2055829 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2055936.250000 Penalty: 4755.727539
	Iteration 11Q: 3 clusters Score -2055936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2055996.375000 Penalty: 4755.727539
	Iteration 12Q: 3 clusters Score -2055996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2056022.250000 Penalty: 4755.727539
	Iteration 13Q: 3 clusters Score -2056022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2056034.125000 Penalty: 4755.727539
	Iteration 14Q: 3 clusters Score -2056034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2056042.500000 Penalty: 4755.727539
	Iteration 15Q: 3 clusters Score -2056042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2056064.500000 Penalty: 4755.727539
	Iteration 16Q: 3 clusters Score -2056064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2056071.500000 Penalty: 4755.727539
	Iteration 17Q: 3 clusters Score -2056072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2056071.875000 Penalty: 4755.727539
	Iteration 18Q: 3 clusters Score -2056072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2056076.500000 Penalty: 4755.727539
	Iteration 19Q: 3 clusters Score -2056076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2056113.500000 Penalty: 4755.727539
	Iteration 20F: 3 clusters Score -2056114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2056120.375000 Penalty: 4755.727539
	Iteration 21Q: 3 clusters Score -2056120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2056122.500000 Penalty: 4755.727539
	Iteration 22Q: 3 clusters Score -2056122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2056128.250000 Penalty: 4755.727539
	Iteration 23Q: 3 clusters Score -2056128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2056136.375000 Penalty: 4755.727539
	Iteration 24Q: 3 clusters Score -2056136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2056137.000000 Penalty: 4755.727539
	Iteration 25Q: 3 clusters Score -2056137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2056136.500000 Penalty: 4755.727539
	Iteration 26Q: 3 clusters Score -2056136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2056139.250000 Penalty: 4755.727539
	Iteration 27Q: 3 clusters Score -2056139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2056140.625000 Penalty: 4755.727539
	Iteration 28Q: 3 clusters Score -2056141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2056140.625000 Penalty: 4755.727539
	Iteration 29F: 3 clusters Score -2056141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 1928 members 
Entering Unmasked Estep 
Score: -104075296.000000 Penalty: 93433.953125
Splitting cluster 15 changes total score from -104002952.000000 to -104075296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -835050.375000 Penalty: 2152.680176
	Iteration 0F: 2 clusters Score -835050.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -830396.062500 Penalty: 4305.360352
	Iteration 0F: 3 clusters Score -830396.1 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -836377.937500 Penalty: 4305.360352
	Iteration 1F: 3 clusters Score -836377.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -839947.187500 Penalty: 4305.360352
	Iteration 2F: 3 clusters Score -839947.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -840703.375000 Penalty: 4305.360352
	Iteration 3F: 3 clusters Score -840703.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -840862.750000 Penalty: 4305.360352
	Iteration 4Q: 3 clusters Score -840862.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -840934.875000 Penalty: 4305.360352
	Iteration 5Q: 3 clusters Score -840934.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -840977.250000 Penalty: 4305.360352
	Iteration 6Q: 3 clusters Score -840977.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -841003.437500 Penalty: 4305.360352
	Iteration 7Q: 3 clusters Score -841003.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -841028.125000 Penalty: 4305.360352
	Iteration 8Q: 3 clusters Score -841028.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -841052.437500 Penalty: 4305.360352
	Iteration 9Q: 3 clusters Score -841052.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -841070.937500 Penalty: 4305.360352
	Iteration 10Q: 3 clusters Score -841070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -841080.375000 Penalty: 4305.360352
	Iteration 11Q: 3 clusters Score -841080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -841080.625000 Penalty: 4305.360352
	Iteration 12Q: 3 clusters Score -841080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -841084.937500 Penalty: 4305.360352
	Iteration 13Q: 3 clusters Score -841084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -841090.500000 Penalty: 4305.360352
	Iteration 14Q: 3 clusters Score -841090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -841091.625000 Penalty: 4305.360352
	Iteration 15Q: 3 clusters Score -841091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -841090.062500 Penalty: 4305.360352
	Iteration 16Q: 3 clusters Score -841090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -841093.000000 Penalty: 4305.360352
	Iteration 17Q: 3 clusters Score -841093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -841093.562500 Penalty: 4305.360352
	Iteration 18Q: 3 clusters Score -841093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -841093.562500 Penalty: 4305.360352
	Iteration 19F: 3 clusters Score -841093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 39331 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 1515 members 
Entering Unmasked Estep 
Score: -104079056.000000 Penalty: 96770.882812
Splitting cluster 16 changes total score from -104002952.000000 to -104079056.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (39331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Entering Unmasked Estep 
Score: -5902946.500000 Penalty: 2623.782471
	Iteration 0F: 2 clusters Score -5902946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5876106.000000 Penalty: 5247.564941
	Iteration 0F: 3 clusters Score -5876106 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5886636.500000 Penalty: 5247.564941
	Iteration 1F: 3 clusters Score -5886636 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5888089.500000 Penalty: 5247.564941
	Iteration 2F: 3 clusters Score -5888090 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5889794.000000 Penalty: 5247.564941
	Iteration 3F: 3 clusters Score -5889794 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5892067.500000 Penalty: 5247.564941
	Iteration 4F: 3 clusters Score -5892068 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -5894936.000000 Penalty: 5247.564941
	Iteration 5F: 3 clusters Score -5894936 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5897963.500000 Penalty: 5247.564941
	Iteration 6F: 3 clusters Score -5897964 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5901092.000000 Penalty: 5247.564941
	Iteration 7F: 3 clusters Score -5901092 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5903623.500000 Penalty: 5247.564941
	Iteration 8F: 3 clusters Score -5903624 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5905583.000000 Penalty: 5247.564941
	Iteration 9Q: 3 clusters Score -5905583 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5906920.000000 Penalty: 5247.564941
	Iteration 10Q: 3 clusters Score -5906920 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5907622.000000 Penalty: 5247.564941
	Iteration 11Q: 3 clusters Score -5907622 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5908056.000000 Penalty: 5247.564941
	Iteration 12Q: 3 clusters Score -5908056 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5908380.000000 Penalty: 5247.564941
	Iteration 13Q: 3 clusters Score -5908380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5908777.500000 Penalty: 5247.564941
	Iteration 14Q: 3 clusters Score -5908778 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -5909613.000000 Penalty: 5247.564941
	Iteration 15Q: 3 clusters Score -5909613 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5911160.500000 Penalty: 5247.564941
	Iteration 16Q: 3 clusters Score -5911160 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5913248.000000 Penalty: 5247.564941
	Iteration 17Q: 3 clusters Score -5913248 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -5914052.000000 Penalty: 5247.564941
	Iteration 18Q: 3 clusters Score -5914052 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -5914208.000000 Penalty: 5247.564941
	Iteration 19Q: 3 clusters Score -5914208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -5914235.000000 Penalty: 5247.564941
	Iteration 20F: 3 clusters Score -5914235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5914248.000000 Penalty: 5247.564941
	Iteration 21Q: 3 clusters Score -5914248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5914252.500000 Penalty: 5247.564941
	Iteration 22Q: 3 clusters Score -5914252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5914245.500000 Penalty: 5247.564941
	Iteration 23Q: 3 clusters Score -5914246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5914245.000000 Penalty: 5247.564941
	Iteration 24Q: 3 clusters Score -5914245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5914245.000000 Penalty: 5247.564941
	Iteration 25Q: 3 clusters Score -5914245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5914248.500000 Penalty: 5247.564941
	Iteration 26Q: 3 clusters Score -5914248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -5914239.000000 Penalty: 5247.564941
	Iteration 27Q: 3 clusters Score -5914239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5914242.500000 Penalty: 5247.564941
	Iteration 28Q: 3 clusters Score -5914242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5914242.500000 Penalty: 5247.564941
	Iteration 29F: 3 clusters Score -5914242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 107834 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 23612 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 4895 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 29482 members 
Mstep: Class 24 contains 17316 members 
Mstep: Class 25 contains 40136 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 15719 members 
Entering Unmasked Estep 
Score: -104089680.000000 Penalty: 100107.812500
Splitting cluster 17 changes total score from -104002952.000000 to -104089680.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (18578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Entering Unmasked Estep 
Score: -2821412.500000 Penalty: 2437.773682
	Iteration 0F: 2 clusters Score -2821412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2808239.750000 Penalty: 4875.547363
	Iteration 0F: 3 clusters Score -2808240 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2812559.000000 Penalty: 4875.547363
	Iteration 1F: 3 clusters Score -2812559 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2812952.000000 Penalty: 4875.547363
	Iteration 2F: 3 clusters Score -2812952 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2813320.500000 Penalty: 4875.547363
	Iteration 3Q: 3 clusters Score -2813320 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2813798.250000 Penalty: 4875.547363
	Iteration 4Q: 3 clusters Score -2813798 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2814384.750000 Penalty: 4875.547363
	Iteration 5F: 3 clusters Score -2814385 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2815097.000000 Penalty: 4875.547363
	Iteration 6F: 3 clusters Score -2815097 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2815935.250000 Penalty: 4875.547363
	Iteration 7F: 3 clusters Score -2815935 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2816863.500000 Penalty: 4875.547363
	Iteration 8F: 3 clusters Score -2816864 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2817776.500000 Penalty: 4875.547363
	Iteration 9F: 3 clusters Score -2817776 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2818504.500000 Penalty: 4875.547363
	Iteration 10F: 3 clusters Score -2818504 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2819129.000000 Penalty: 4875.547363
	Iteration 11Q: 3 clusters Score -2819129 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2819742.250000 Penalty: 4875.547363
	Iteration 12Q: 3 clusters Score -2819742 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2820213.500000 Penalty: 4875.547363
	Iteration 13Q: 3 clusters Score -2820214 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2820403.000000 Penalty: 4875.547363
	Iteration 14Q: 3 clusters Score -2820403 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2820462.250000 Penalty: 4875.547363
	Iteration 15Q: 3 clusters Score -2820462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2820501.000000 Penalty: 4875.547363
	Iteration 16Q: 3 clusters Score -2820501 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2820524.250000 Penalty: 4875.547363
	Iteration 17Q: 3 clusters Score -2820524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2820534.500000 Penalty: 4875.547363
	Iteration 18Q: 3 clusters Score -2820534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2820539.750000 Penalty: 4875.547363
	Iteration 19Q: 3 clusters Score -2820540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2820545.000000 Penalty: 4875.547363
	Iteration 20F: 3 clusters Score -2820545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2820541.500000 Penalty: 4875.547363
	Iteration 21Q: 3 clusters Score -2820542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2820545.000000 Penalty: 4875.547363
	Iteration 22Q: 3 clusters Score -2820545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2820544.500000 Penalty: 4875.547363
	Iteration 23Q: 3 clusters Score -2820544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2820540.750000 Penalty: 4875.547363
	Iteration 24Q: 3 clusters Score -2820541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2820539.250000 Penalty: 4875.547363
	Iteration 25Q: 3 clusters Score -2820539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2820543.000000 Penalty: 4875.547363
	Iteration 26Q: 3 clusters Score -2820543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2820541.750000 Penalty: 4875.547363
	Iteration 27Q: 3 clusters Score -2820542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2820539.000000 Penalty: 4875.547363
	Iteration 28Q: 3 clusters Score -2820539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2820540.500000 Penalty: 4875.547363
	Iteration 29Q: 3 clusters Score -2820540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2820544.500000 Penalty: 4875.547363
	Iteration 30Q: 3 clusters Score -2820544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2820545.750000 Penalty: 4875.547363
	Iteration 31Q: 3 clusters Score -2820546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2820545.750000 Penalty: 4875.547363
	Iteration 32F: 3 clusters Score -2820546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -1818440.875000 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -1818441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1809697.625000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -1809698 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1812282.375000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -1812282 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1812559.000000 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -1812559 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1812757.625000 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -1812758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1812888.125000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -1812888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1812992.125000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -1812992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1813061.000000 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -1813061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1813135.500000 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -1813136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1813202.375000 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -1813202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1813255 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1813348 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1813486 nChanged 217
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1813569 nChanged 243
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Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1813676 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1813819 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1813972 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1814583 nChanged 334
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Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1814924 nChanged 273
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Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1815061 nChanged 235
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1815171 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1815254 nChanged 163
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1815324 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1815376 nChanged 133
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1815425 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1815454 nChanged 102
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Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1815503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1815550 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1815577 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1815602.000000 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -1815602 nChanged 91
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Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1815640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1815676 nChanged 97
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1815709 nChanged 78
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Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1815739 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1815760 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1815779 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1815800 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1815819 nChanged 57
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Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1815840 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1815857 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1815872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1815892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1815909 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1815918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1815935.000000 Penalty: 4643.780273
	Iteration 48Q: 3 clusters Score -1815935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1815947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1815960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1815966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1815979.625000 Penalty: 4643.780273
	Iteration 52Q: 3 clusters Score -1815980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1815997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1816012.625000 Penalty: 4643.780273
	Iteration 54Q: 3 clusters Score -1816013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1816033.750000 Penalty: 4643.780273
	Iteration 55Q: 3 clusters Score -1816034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1816048.000000 Penalty: 4643.780273
	Iteration 56Q: 3 clusters Score -1816048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1816060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1816076.375000 Penalty: 4643.780273
	Iteration 58Q: 3 clusters Score -1816076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1816090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1816107.250000 Penalty: 4643.780273
	Iteration 60F: 3 clusters Score -1816107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1816121.000000 Penalty: 4643.780273
	Iteration 61Q: 3 clusters Score -1816121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1816136.625000 Penalty: 4643.780273
	Iteration 62Q: 3 clusters Score -1816137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
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Entering Unmasked Estep 
Score: -1816146.875000 Penalty: 4643.780273
	Iteration 63Q: 3 clusters Score -1816147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1816154.625000 Penalty: 4643.780273
	Iteration 64Q: 3 clusters Score -1816155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1816159.875000 Penalty: 4643.780273
	Iteration 65Q: 3 clusters Score -1816160 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1827 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1816167 nChanged 16
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1816171 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1816176.750000 Penalty: 4643.780273
	Iteration 68Q: 3 clusters Score -1816177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1816179.125000 Penalty: 4643.780273
	Iteration 69Q: 3 clusters Score -1816179 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1816189.125000 Penalty: 4643.780273
	Iteration 70Q: 3 clusters Score -1816189 nChanged 19
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Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1816191 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1816200.500000 Penalty: 4643.780273
	Iteration 72Q: 3 clusters Score -1816200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1816206.250000 Penalty: 4643.780273
	Iteration 73Q: 3 clusters Score -1816206 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1690 members 
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Entering Unmasked Estep 
Score: -1816207.875000 Penalty: 4643.780273
	Iteration 74Q: 3 clusters Score -1816208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1816215.125000 Penalty: 4643.780273
	Iteration 75Q: 3 clusters Score -1816215 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1816218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1816224.000000 Penalty: 4643.780273
	Iteration 77Q: 3 clusters Score -1816224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1816228.250000 Penalty: 4643.780273
	Iteration 78Q: 3 clusters Score -1816228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1816234.375000 Penalty: 4643.780273
	Iteration 79Q: 3 clusters Score -1816234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1816241.000000 Penalty: 4643.780273
	Iteration 80F: 3 clusters Score -1816241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1816242.250000 Penalty: 4643.780273
	Iteration 81Q: 3 clusters Score -1816242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1816254 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1816258.750000 Penalty: 4643.780273
	Iteration 83Q: 3 clusters Score -1816259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1816263.250000 Penalty: 4643.780273
	Iteration 84Q: 3 clusters Score -1816263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1816269.375000 Penalty: 4643.780273
	Iteration 85Q: 3 clusters Score -1816269 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1816276.750000 Penalty: 4643.780273
	Iteration 86Q: 3 clusters Score -1816277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1816285.125000 Penalty: 4643.780273
	Iteration 87Q: 3 clusters Score -1816285 nChanged 17
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Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10200 members 
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Score: -1816290.375000 Penalty: 4643.780273
	Iteration 88Q: 3 clusters Score -1816290 nChanged 17
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Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1816298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1816302.375000 Penalty: 4643.780273
	Iteration 90Q: 3 clusters Score -1816302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1816307.875000 Penalty: 4643.780273
	Iteration 91Q: 3 clusters Score -1816308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1816311.500000 Penalty: 4643.780273
	Iteration 92Q: 3 clusters Score -1816312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1816316.500000 Penalty: 4643.780273
	Iteration 93Q: 3 clusters Score -1816316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1816321.250000 Penalty: 4643.780273
	Iteration 94Q: 3 clusters Score -1816321 nChanged 11
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1816325.000000 Penalty: 4643.780273
	Iteration 95Q: 3 clusters Score -1816325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1816326.500000 Penalty: 4643.780273
	Iteration 96Q: 3 clusters Score -1816326 nChanged 8
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1816331.625000 Penalty: 4643.780273
	Iteration 97Q: 3 clusters Score -1816332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1816329.750000 Penalty: 4643.780273
	Iteration 98Q: 3 clusters Score -1816330 nChanged 5
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1816330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1816335.625000 Penalty: 4643.780273
	Iteration 100F: 3 clusters Score -1816336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1816336.625000 Penalty: 4643.780273
	Iteration 101Q: 3 clusters Score -1816337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1816339.625000 Penalty: 4643.780273
	Iteration 102Q: 3 clusters Score -1816340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1816341.250000 Penalty: 4643.780273
	Iteration 103Q: 3 clusters Score -1816341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1816342.875000 Penalty: 4643.780273
	Iteration 104Q: 3 clusters Score -1816343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1816342.500000 Penalty: 4643.780273
	Iteration 105Q: 3 clusters Score -1816342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1816345.000000 Penalty: 4643.780273
	Iteration 106Q: 3 clusters Score -1816345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1816348.875000 Penalty: 4643.780273
	Iteration 107Q: 3 clusters Score -1816349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1816351.875000 Penalty: 4643.780273
	Iteration 108Q: 3 clusters Score -1816352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1816355.250000 Penalty: 4643.780273
	Iteration 109Q: 3 clusters Score -1816355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1816360.625000 Penalty: 4643.780273
	Iteration 110Q: 3 clusters Score -1816361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1816362.500000 Penalty: 4643.780273
	Iteration 111Q: 3 clusters Score -1816362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1816365.125000 Penalty: 4643.780273
	Iteration 112Q: 3 clusters Score -1816365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1816367.625000 Penalty: 4643.780273
	Iteration 113Q: 3 clusters Score -1816368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1816371.625000 Penalty: 4643.780273
	Iteration 114Q: 3 clusters Score -1816372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1816376.500000 Penalty: 4643.780273
	Iteration 115Q: 3 clusters Score -1816376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1816377.500000 Penalty: 4643.780273
	Iteration 116Q: 3 clusters Score -1816378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1816380.250000 Penalty: 4643.780273
	Iteration 117Q: 3 clusters Score -1816380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1816380.125000 Penalty: 4643.780273
	Iteration 118Q: 3 clusters Score -1816380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1816383.250000 Penalty: 4643.780273
	Iteration 119Q: 3 clusters Score -1816383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1816383.250000 Penalty: 4643.780273
	Iteration 120F: 3 clusters Score -1816383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1816387.125000 Penalty: 4643.780273
	Iteration 121Q: 3 clusters Score -1816387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1816388.000000 Penalty: 4643.780273
	Iteration 122Q: 3 clusters Score -1816388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1816396.500000 Penalty: 4643.780273
	Iteration 123Q: 3 clusters Score -1816396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1816399.000000 Penalty: 4643.780273
	Iteration 124Q: 3 clusters Score -1816399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1816405.875000 Penalty: 4643.780273
	Iteration 125Q: 3 clusters Score -1816406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1816408.250000 Penalty: 4643.780273
	Iteration 126Q: 3 clusters Score -1816408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1816418.000000 Penalty: 4643.780273
	Iteration 127Q: 3 clusters Score -1816418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1816419.125000 Penalty: 4643.780273
	Iteration 128Q: 3 clusters Score -1816419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1816420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1816423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1816420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1816420.125000 Penalty: 4643.780273
	Iteration 132F: 3 clusters Score -1816420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 61281 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 10442 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 147365 members 
Mstep: Class 10 contains 1578 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 17 contains 23612 members 
Mstep: Class 18 contains 18578 members 
Mstep: Class 19 contains 11643 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 31 clusters Score -1.041088e+08 nChanged 28575
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 1933 members 
Mstep: Class 3 contains 62097 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 38370 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 10526 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 139192 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 3968 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 105330 members 
Mstep: Class 14 contains 28005 members 
Mstep: Class 15 contains 14207 members 
Mstep: Class 16 contains 4609 members 
Mstep: Class 17 contains 25250 members 
Mstep: Class 18 contains 18699 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 28497 members 
Mstep: Class 24 contains 15812 members 
Mstep: Class 25 contains 39005 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 1982 members 
Mstep: Class 29 contains 1486 members 
Mstep: Class 30 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 31 clusters Score -1.041246e+08 nChanged 23353
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 62203 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 38261 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 10458 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 129972 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 4172 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 106940 members 
Mstep: Class 14 contains 26968 members 
Mstep: Class 15 contains 15101 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 25629 members 
Mstep: Class 18 contains 18571 members 
Mstep: Class 19 contains 10414 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 28380 members 
Mstep: Class 24 contains 15367 members 
Mstep: Class 25 contains 38671 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 15525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 31 clusters Score -1.041338e+08 nChanged 23557
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 62276 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 38185 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 10479 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 118002 members 
Mstep: Class 10 contains 1947 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 110482 members 
Mstep: Class 14 contains 26108 members 
Mstep: Class 15 contains 15976 members 
Mstep: Class 16 contains 4938 members 
Mstep: Class 17 contains 26008 members 
Mstep: Class 18 contains 18523 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 28165 members 
Mstep: Class 24 contains 14956 members 
Mstep: Class 25 contains 38252 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2591 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 15554 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 31 clusters Score -1.041377e+08 nChanged 26256
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 134692 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 62248 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 38109 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 10512 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 103496 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 115442 members 
Mstep: Class 14 contains 25456 members 
Mstep: Class 15 contains 16818 members 
Mstep: Class 16 contains 5038 members 
Mstep: Class 17 contains 26317 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 27968 members 
Mstep: Class 24 contains 14595 members 
Mstep: Class 25 contains 37883 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2688 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 15570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 31 clusters Score -1.041384e+08 nChanged 26422
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 142833 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 62224 members 
Mstep: Class 4 contains 321 members 
Mstep: Class 5 contains 38050 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 89452 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 121896 members 
Mstep: Class 14 contains 24893 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 26543 members 
Mstep: Class 18 contains 18475 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 21 contains 5334 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 27806 members 
Mstep: Class 24 contains 14271 members 
Mstep: Class 25 contains 37595 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2756 members 
Mstep: Class 29 contains 1443 members 
Mstep: Class 30 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135712.000000 Penalty: 100107.812500
Iteration 44Q: 31 clusters Score -1.041357e+08 nChanged 23429
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 145654 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 62431 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38009 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 10606 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 78862 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 129662 members 
Mstep: Class 14 contains 24500 members 
Mstep: Class 15 contains 18267 members 
Mstep: Class 16 contains 5154 members 
Mstep: Class 17 contains 26683 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27738 members 
Mstep: Class 24 contains 14054 members 
Mstep: Class 25 contains 37369 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2806 members 
Mstep: Class 29 contains 1428 members 
Mstep: Class 30 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132640.000000 Penalty: 100107.812500
Iteration 45Q: 31 clusters Score -1.041326e+08 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 142575 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 62641 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 37992 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 73053 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 138560 members 
Mstep: Class 14 contains 24121 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 26793 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27665 members 
Mstep: Class 24 contains 13913 members 
Mstep: Class 25 contains 37156 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2840 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 15621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131160.000000 Penalty: 100107.812500
Iteration 46Q: 31 clusters Score -1.041312e+08 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 62655 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 69749 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 147913 members 
Mstep: Class 14 contains 23768 members 
Mstep: Class 15 contains 19417 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 26872 members 
Mstep: Class 18 contains 18545 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 5558 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27565 members 
Mstep: Class 24 contains 13805 members 
Mstep: Class 25 contains 37010 members 
Mstep: Class 26 contains 5144 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 15631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131696.000000 Penalty: 100107.812500
Iteration 47Q: 31 clusters Score -1.041317e+08 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 129357 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 62713 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 37986 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 68056 members 
Mstep: Class 10 contains 1971 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 157190 members 
Mstep: Class 14 contains 23508 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 26933 members 
Mstep: Class 18 contains 18520 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27459 members 
Mstep: Class 24 contains 13732 members 
Mstep: Class 25 contains 36902 members 
Mstep: Class 26 contains 5160 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2875 members 
Mstep: Class 29 contains 1400 members 
Mstep: Class 30 contains 15640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131744.000000 Penalty: 100107.812500
Iteration 48Q: 31 clusters Score -1.041317e+08 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 62820 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38008 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 10818 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 67268 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 165656 members 
Mstep: Class 14 contains 23216 members 
Mstep: Class 15 contains 20177 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 26982 members 
Mstep: Class 18 contains 18491 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27388 members 
Mstep: Class 24 contains 13662 members 
Mstep: Class 25 contains 36807 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2889 members 
Mstep: Class 29 contains 1397 members 
Mstep: Class 30 contains 15649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132392.000000 Penalty: 100107.812500
Iteration 49Q: 31 clusters Score -1.041324e+08 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 63020 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38030 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 10852 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 66865 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 172564 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 20439 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 27028 members 
Mstep: Class 18 contains 18492 members 
Mstep: Class 19 contains 6677 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 5786 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27335 members 
Mstep: Class 24 contains 13594 members 
Mstep: Class 25 contains 36706 members 
Mstep: Class 26 contains 5225 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 15660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132952.000000 Penalty: 100107.812500
Iteration 50Q: 31 clusters Score -1.04133e+08 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 1574 members 
Mstep: Class 3 contains 63320 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38058 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 10876 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 66691 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 177850 members 
Mstep: Class 14 contains 22764 members 
Mstep: Class 15 contains 20659 members 
Mstep: Class 16 contains 5381 members 
Mstep: Class 17 contains 27065 members 
Mstep: Class 18 contains 18526 members 
Mstep: Class 19 contains 6467 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27299 members 
Mstep: Class 24 contains 13538 members 
Mstep: Class 25 contains 36630 members 
Mstep: Class 26 contains 5265 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 15662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 31 clusters Score -1.041322e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 105909 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 63768 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38089 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 10909 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 66613 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 181649 members 
Mstep: Class 14 contains 22571 members 
Mstep: Class 15 contains 20836 members 
Mstep: Class 16 contains 5395 members 
Mstep: Class 17 contains 27105 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 6268 members 
Mstep: Class 20 contains 2489 members 
Mstep: Class 21 contains 5913 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27263 members 
Mstep: Class 24 contains 13488 members 
Mstep: Class 25 contains 36583 members 
Mstep: Class 26 contains 5299 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2928 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 15666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131616.000000 Penalty: 100107.812500
Iteration 52Q: 31 clusters Score -1.041316e+08 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 64294 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38122 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 10930 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 66616 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 183898 members 
Mstep: Class 14 contains 22380 members 
Mstep: Class 15 contains 21013 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 27127 members 
Mstep: Class 18 contains 18594 members 
Mstep: Class 19 contains 6104 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27236 members 
Mstep: Class 24 contains 13455 members 
Mstep: Class 25 contains 36540 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2932 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 15674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130280.000000 Penalty: 100107.812500
Iteration 53Q: 31 clusters Score -1.041303e+08 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 64801 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38163 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 10955 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 66647 members 
Mstep: Class 10 contains 1968 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 185205 members 
Mstep: Class 14 contains 22211 members 
Mstep: Class 15 contains 21155 members 
Mstep: Class 16 contains 5419 members 
Mstep: Class 17 contains 27142 members 
Mstep: Class 18 contains 18592 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27205 members 
Mstep: Class 24 contains 13449 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5352 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2937 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 15676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129640.000000 Penalty: 100107.812500
Iteration 54Q: 31 clusters Score -1.041296e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 65361 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38194 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 10978 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 66677 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 185822 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 21249 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 27150 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 5824 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27172 members 
Mstep: Class 24 contains 13448 members 
Mstep: Class 25 contains 36489 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2950 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 15680 members 
Entering Unmasked Estep 
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Iteration 55Q: 31 clusters Score -1.041292e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 65880 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38220 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 11001 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 66726 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 185865 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 21353 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 27155 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 5705 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27148 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 36467 members 
Mstep: Class 26 contains 5382 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2956 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 15679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129056.000000 Penalty: 100107.812500
Iteration 56Q: 31 clusters Score -1.041291e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 1539 members 
Mstep: Class 3 contains 66356 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38245 members 
Mstep: Class 6 contains 2217 members 
Mstep: Class 7 contains 11013 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 66765 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 185713 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 21447 members 
Mstep: Class 16 contains 5438 members 
Mstep: Class 17 contains 27152 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 5577 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27125 members 
Mstep: Class 24 contains 13430 members 
Mstep: Class 25 contains 36454 members 
Mstep: Class 26 contains 5397 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2961 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 15681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 31 clusters Score -1.041293e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 66741 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 11028 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 66803 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 185544 members 
Mstep: Class 14 contains 21765 members 
Mstep: Class 15 contains 21528 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 27150 members 
Mstep: Class 18 contains 18596 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 6428 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27104 members 
Mstep: Class 24 contains 13426 members 
Mstep: Class 25 contains 36438 members 
Mstep: Class 26 contains 5405 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129304.000000 Penalty: 100107.812500
Iteration 58Q: 31 clusters Score -1.041293e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 1535 members 
Mstep: Class 3 contains 67097 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38315 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 11034 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 66822 members 
Mstep: Class 10 contains 1973 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 185313 members 
Mstep: Class 14 contains 21642 members 
Mstep: Class 15 contains 21604 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 27152 members 
Mstep: Class 18 contains 18589 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 6551 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27082 members 
Mstep: Class 24 contains 13418 members 
Mstep: Class 25 contains 36414 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129264.000000 Penalty: 100107.812500
Iteration 59Q: 31 clusters Score -1.041293e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 67451 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 38336 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 66841 members 
Mstep: Class 10 contains 1975 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 185124 members 
Mstep: Class 14 contains 21560 members 
Mstep: Class 15 contains 21654 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 27153 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 5255 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 13411 members 
Mstep: Class 25 contains 36383 members 
Mstep: Class 26 contains 5427 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 2973 members 
Mstep: Class 29 contains 1380 members 
Mstep: Class 30 contains 15683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 31 clusters Score -1.041323e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 1531 members 
Mstep: Class 3 contains 67807 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 38362 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 4453 members 
Mstep: Class 9 contains 63026 members 
Mstep: Class 10 contains 1980 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 184904 members 
Mstep: Class 14 contains 21474 members 
Mstep: Class 15 contains 21705 members 
Mstep: Class 16 contains 5441 members 
Mstep: Class 17 contains 27150 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 27034 members 
Mstep: Class 24 contains 13332 members 
Mstep: Class 25 contains 36357 members 
Mstep: Class 26 contains 5471 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3047 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 15683 members 
Entering Unmasked Estep 
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Score: -104134912.000000 Penalty: 100107.812500
Iteration 61Q: 31 clusters Score -1.041349e+08 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 68141 members 
Mstep: Class 4 contains 336 members 
Mstep: Class 5 contains 38399 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 58869 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 185418 members 
Mstep: Class 14 contains 21371 members 
Mstep: Class 15 contains 21775 members 
Mstep: Class 16 contains 5454 members 
Mstep: Class 17 contains 27149 members 
Mstep: Class 18 contains 18588 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 26986 members 
Mstep: Class 24 contains 13229 members 
Mstep: Class 25 contains 36341 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 15681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 31 clusters Score -1.041349e+08 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 68533 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 38438 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11116 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 54287 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 1140 members 
Mstep: Class 13 contains 186410 members 
Mstep: Class 14 contains 21308 members 
Mstep: Class 15 contains 21861 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 27149 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 7081 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26919 members 
Mstep: Class 24 contains 13111 members 
Mstep: Class 25 contains 36309 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3170 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 15684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133952.000000 Penalty: 100107.812500
Iteration 63Q: 31 clusters Score -1.04134e+08 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 112107 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 68976 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 38500 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11132 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 49296 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 4283 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 187757 members 
Mstep: Class 14 contains 21221 members 
Mstep: Class 15 contains 21927 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 27140 members 
Mstep: Class 18 contains 18584 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 7235 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26902 members 
Mstep: Class 24 contains 13027 members 
Mstep: Class 25 contains 36295 members 
Mstep: Class 26 contains 5579 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3202 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 15690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131808.000000 Penalty: 100107.812500
Iteration 64Q: 31 clusters Score -1.041318e+08 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 69563 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 38547 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 188878 members 
Mstep: Class 14 contains 21153 members 
Mstep: Class 15 contains 22001 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 27132 members 
Mstep: Class 18 contains 18554 members 
Mstep: Class 19 contains 4740 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 7396 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26877 members 
Mstep: Class 24 contains 12961 members 
Mstep: Class 25 contains 36279 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3219 members 
Mstep: Class 29 contains 1368 members 
Mstep: Class 30 contains 15689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 31 clusters Score -1.041302e+08 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 70239 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 38607 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11199 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 39276 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 189710 members 
Mstep: Class 14 contains 21088 members 
Mstep: Class 15 contains 22060 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27115 members 
Mstep: Class 18 contains 18483 members 
Mstep: Class 19 contains 4634 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 7573 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26877 members 
Mstep: Class 24 contains 12931 members 
Mstep: Class 25 contains 36269 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 15684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128240.000000 Penalty: 100107.812500
Iteration 66Q: 31 clusters Score -1.041282e+08 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 121548 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 71092 members 
Mstep: Class 4 contains 331 members 
Mstep: Class 5 contains 38669 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11243 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 34924 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 4291 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 190441 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 27107 members 
Mstep: Class 18 contains 18439 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 7749 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26888 members 
Mstep: Class 24 contains 12895 members 
Mstep: Class 25 contains 36264 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 15684 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -1.041261e+08 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 123463 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 72047 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 38732 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 31434 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 190973 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 22106 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 27094 members 
Mstep: Class 18 contains 18388 members 
Mstep: Class 19 contains 4464 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26899 members 
Mstep: Class 24 contains 12863 members 
Mstep: Class 25 contains 36256 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3241 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15681 members 
Entering Unmasked Estep 
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Score: -104123856.000000 Penalty: 100107.812500
Iteration 68Q: 31 clusters Score -1.041239e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 73078 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 38799 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 28822 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 191240 members 
Mstep: Class 14 contains 20887 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 27087 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26893 members 
Mstep: Class 24 contains 12831 members 
Mstep: Class 25 contains 36249 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3245 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15681 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.041225e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 125154 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 74201 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 38876 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11328 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 26979 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 191307 members 
Mstep: Class 14 contains 20794 members 
Mstep: Class 15 contains 22131 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 27066 members 
Mstep: Class 18 contains 18341 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26891 members 
Mstep: Class 24 contains 12814 members 
Mstep: Class 25 contains 36228 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3252 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15679 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.041219e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 125156 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 75383 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 38957 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 191234 members 
Mstep: Class 14 contains 20702 members 
Mstep: Class 15 contains 22162 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27039 members 
Mstep: Class 18 contains 18349 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 8633 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26894 members 
Mstep: Class 24 contains 12796 members 
Mstep: Class 25 contains 36223 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15678 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.041217e+08 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 124927 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 76562 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39047 members 
Mstep: Class 6 contains 2326 members 
Mstep: Class 7 contains 11377 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 24648 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 191104 members 
Mstep: Class 14 contains 20578 members 
Mstep: Class 15 contains 22176 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27023 members 
Mstep: Class 18 contains 18355 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 8897 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26903 members 
Mstep: Class 24 contains 12766 members 
Mstep: Class 25 contains 36196 members 
Mstep: Class 26 contains 5565 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15673 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -1.041209e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 77811 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39138 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 23950 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 190956 members 
Mstep: Class 14 contains 20439 members 
Mstep: Class 15 contains 22200 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27011 members 
Mstep: Class 18 contains 18354 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26889 members 
Mstep: Class 24 contains 12743 members 
Mstep: Class 25 contains 36182 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120008.000000 Penalty: 100107.812500
Iteration 73Q: 31 clusters Score -1.0412e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 79139 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39222 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 23459 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 190705 members 
Mstep: Class 14 contains 20315 members 
Mstep: Class 15 contains 22232 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27006 members 
Mstep: Class 18 contains 18362 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26888 members 
Mstep: Class 24 contains 12720 members 
Mstep: Class 25 contains 36164 members 
Mstep: Class 26 contains 5576 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120080.000000 Penalty: 100107.812500
Iteration 74Q: 31 clusters Score -1.041201e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 122402 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 80629 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39300 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 190399 members 
Mstep: Class 14 contains 20180 members 
Mstep: Class 15 contains 22272 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 27000 members 
Mstep: Class 18 contains 18379 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 9794 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26889 members 
Mstep: Class 24 contains 12691 members 
Mstep: Class 25 contains 36160 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 15664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120016.000000 Penalty: 100107.812500
Iteration 75Q: 31 clusters Score -1.0412e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 121199 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 82118 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39387 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 22897 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 1085 members 
Mstep: Class 13 contains 190072 members 
Mstep: Class 14 contains 20058 members 
Mstep: Class 15 contains 22296 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 26995 members 
Mstep: Class 18 contains 18409 members 
Mstep: Class 19 contains 3920 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26880 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 36166 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3269 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120384.000000 Penalty: 100107.812500
Iteration 76Q: 31 clusters Score -1.041204e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 83726 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39477 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 4437 members 
Mstep: Class 9 contains 22737 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 189578 members 
Mstep: Class 14 contains 19940 members 
Mstep: Class 15 contains 22323 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 26986 members 
Mstep: Class 18 contains 18425 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 10453 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26875 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 36172 members 
Mstep: Class 26 contains 5564 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120952.000000 Penalty: 100107.812500
Iteration 77Q: 31 clusters Score -1.04121e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 85359 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39568 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11533 members 
Mstep: Class 8 contains 4434 members 
Mstep: Class 9 contains 22628 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 189028 members 
Mstep: Class 14 contains 19799 members 
Mstep: Class 15 contains 22356 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 26977 members 
Mstep: Class 18 contains 18441 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26862 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 36164 members 
Mstep: Class 26 contains 5565 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3272 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121584.000000 Penalty: 100107.812500
Iteration 78Q: 31 clusters Score -1.041216e+08 nChanged 4085
Entering ConstructFrom: 
Score: -104121584.000000 Penalty: 100107.812500
Entering ConstructFrom: 
Trying to split cluster 1 (117269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Entering Unmasked Estep 
Score: -18092030.000000 Penalty: 2894.711914
	Iteration 0F: 2 clusters Score -1.809203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -18020266.000000 Penalty: 5789.423828
	Iteration 0F: 3 clusters Score -1.802027e+07 nChanged 55621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -18052246.000000 Penalty: 5789.423828
	Iteration 1F: 3 clusters Score -1.805225e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -18053230.000000 Penalty: 5789.423828
	Iteration 2Q: 3 clusters Score -1.805323e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -18054404.000000 Penalty: 5789.423828
	Iteration 3Q: 3 clusters Score -1.80544e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -18055954.000000 Penalty: 5789.423828
	Iteration 4Q: 3 clusters Score -1.805595e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -18058810.000000 Penalty: 5789.423828
	Iteration 5Q: 3 clusters Score -1.805881e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -18063170.000000 Penalty: 5789.423828
	Iteration 6F: 3 clusters Score -1.806317e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -18069608.000000 Penalty: 5789.423828
	Iteration 7F: 3 clusters Score -1.806961e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -18077388.000000 Penalty: 5789.423828
	Iteration 8F: 3 clusters Score -1.807739e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -18083366.000000 Penalty: 5789.423828
	Iteration 9F: 3 clusters Score -1.808337e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 111445 members 
Entering Unmasked Estep 
Score: -18086438.000000 Penalty: 5789.423828
	Iteration 10Q: 3 clusters Score -1.808644e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -18088208.000000 Penalty: 5789.423828
	Iteration 11Q: 3 clusters Score -1.808821e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -18089122.000000 Penalty: 5789.423828
	Iteration 12Q: 3 clusters Score -1.808912e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -18089460.000000 Penalty: 5789.423828
	Iteration 13Q: 3 clusters Score -1.808946e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -18089694.000000 Penalty: 5789.423828
	Iteration 14Q: 3 clusters Score -1.808969e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -18089794.000000 Penalty: 5789.423828
	Iteration 15Q: 3 clusters Score -1.808979e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -18089900.000000 Penalty: 5789.423828
	Iteration 16Q: 3 clusters Score -1.80899e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -18089934.000000 Penalty: 5789.423828
	Iteration 17Q: 3 clusters Score -1.808993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -18089986.000000 Penalty: 5789.423828
	Iteration 18Q: 3 clusters Score -1.808999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -18090044.000000 Penalty: 5789.423828
	Iteration 19Q: 3 clusters Score -1.809004e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -18090066.000000 Penalty: 5789.423828
	Iteration 20F: 3 clusters Score -1.809007e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18090086.000000 Penalty: 5789.423828
	Iteration 21Q: 3 clusters Score -1.809009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -18090086.000000 Penalty: 5789.423828
	Iteration 22Q: 3 clusters Score -1.809009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -18090086.000000 Penalty: 5789.423828
	Iteration 23Q: 3 clusters Score -1.809009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -18090084.000000 Penalty: 5789.423828
	Iteration 24Q: 3 clusters Score -1.809008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -18090106.000000 Penalty: 5789.423828
	Iteration 25Q: 3 clusters Score -1.809011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -18090104.000000 Penalty: 5789.423828
	Iteration 26Q: 3 clusters Score -1.80901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -18090110.000000 Penalty: 5789.423828
	Iteration 27Q: 3 clusters Score -1.809011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -18090128.000000 Penalty: 5789.423828
	Iteration 28Q: 3 clusters Score -1.809013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -18090118.000000 Penalty: 5789.423828
	Iteration 29Q: 3 clusters Score -1.809012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -18090126.000000 Penalty: 5789.423828
	Iteration 30Q: 3 clusters Score -1.809013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -18090156.000000 Penalty: 5789.423828
	Iteration 31Q: 3 clusters Score -1.809016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -18090148.000000 Penalty: 5789.423828
	Iteration 32Q: 3 clusters Score -1.809015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -18090158.000000 Penalty: 5789.423828
	Iteration 33Q: 3 clusters Score -1.809016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18090162.000000 Penalty: 5789.423828
	Iteration 34Q: 3 clusters Score -1.809016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18090172.000000 Penalty: 5789.423828
	Iteration 35Q: 3 clusters Score -1.809017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18090162.000000 Penalty: 5789.423828
	Iteration 36Q: 3 clusters Score -1.809016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -18090160.000000 Penalty: 5789.423828
	Iteration 37Q: 3 clusters Score -1.809016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -18090174.000000 Penalty: 5789.423828
	Iteration 38Q: 3 clusters Score -1.809017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -18090180.000000 Penalty: 5789.423828
	Iteration 39Q: 3 clusters Score -1.809018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -18090188.000000 Penalty: 5789.423828
	Iteration 40F: 3 clusters Score -1.809019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -18090190.000000 Penalty: 5789.423828
	Iteration 41Q: 3 clusters Score -1.809019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -18090190.000000 Penalty: 5789.423828
	Iteration 42Q: 3 clusters Score -1.809019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -18090192.000000 Penalty: 5789.423828
	Iteration 43Q: 3 clusters Score -1.809019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 116298 members 
Entering Unmasked Estep 
Score: -18090192.000000 Penalty: 5789.423828
	Iteration 44Q: 3 clusters Score -1.809019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -18090196.000000 Penalty: 5789.423828
	Iteration 45Q: 3 clusters Score -1.80902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -18090208.000000 Penalty: 5789.423828
	Iteration 46Q: 3 clusters Score -1.809021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -18090200.000000 Penalty: 5789.423828
	Iteration 47Q: 3 clusters Score -1.80902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 116304 members 
Entering Unmasked Estep 
Score: -18090212.000000 Penalty: 5789.423828
	Iteration 48Q: 3 clusters Score -1.809021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18090220.000000 Penalty: 5789.423828
	Iteration 49Q: 3 clusters Score -1.809022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -18090210.000000 Penalty: 5789.423828
	Iteration 50Q: 3 clusters Score -1.809021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -18090192.000000 Penalty: 5789.423828
	Iteration 51Q: 3 clusters Score -1.809019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 116307 members 
Entering Unmasked Estep 
Score: -18090196.000000 Penalty: 5789.423828
	Iteration 52Q: 3 clusters Score -1.80902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -18090206.000000 Penalty: 5789.423828
	Iteration 53Q: 3 clusters Score -1.809021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -18090212.000000 Penalty: 5789.423828
	Iteration 54Q: 3 clusters Score -1.809021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -18090210.000000 Penalty: 5789.423828
	Iteration 55Q: 3 clusters Score -1.809021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18090212.000000 Penalty: 5789.423828
	Iteration 56Q: 3 clusters Score -1.809021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -18090210.000000 Penalty: 5789.423828
	Iteration 57Q: 3 clusters Score -1.809021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18090216.000000 Penalty: 5789.423828
	Iteration 58Q: 3 clusters Score -1.809022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18090212.000000 Penalty: 5789.423828
	Iteration 59Q: 3 clusters Score -1.809021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 116299 members 
Entering Unmasked Estep 
Score: -18090212.000000 Penalty: 5789.423828
	Iteration 60F: 3 clusters Score -1.809021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -224190.890625 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -224190.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -221866.546875 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -221866.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222227.093750 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -222227.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222330.859375 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -222330.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -222399.265625 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -222399.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -222432.656250 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -222432.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -222453.671875 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -222453.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -222467.203125 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -222467.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222482.875000 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -222482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -222497.296875 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -222497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222510.703125 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -222510.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -222521.187500 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -222521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222533.546875 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -222533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -222540.390625 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -222540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -222544.968750 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -222545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -222551.609375 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -222551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -222556.984375 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -222557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -222562.890625 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -222562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -222570.875000 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -222570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -222578.062500 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -222578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -222588.406250 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -222588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -222595.421875 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -222595.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222601.765625 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -222601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -222609.359375 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -222609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -222612.750000 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -222612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -222617.031250 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -222617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222626.078125 Penalty: 3632.619873
	Iteration 25Q: 3 clusters Score -222626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -222628.609375 Penalty: 3632.619873
	Iteration 26Q: 3 clusters Score -222628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -222629.046875 Penalty: 3632.619873
	Iteration 27Q: 3 clusters Score -222629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -222629.046875 Penalty: 3632.619873
	Iteration 28F: 3 clusters Score -222629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Entering Unmasked Estep 
Score: -13318803.000000 Penalty: 2820.882324
	Iteration 0F: 2 clusters Score -1.33188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -13261083.000000 Penalty: 5641.764648
	Iteration 0F: 3 clusters Score -1.326108e+07 nChanged 40545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -13283942.000000 Penalty: 5641.764648
	Iteration 1F: 3 clusters Score -1.328394e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -13284529.000000 Penalty: 5641.764648
	Iteration 2Q: 3 clusters Score -1.328453e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -13285082.000000 Penalty: 5641.764648
	Iteration 3Q: 3 clusters Score -1.328508e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -13285962.000000 Penalty: 5641.764648
	Iteration 4Q: 3 clusters Score -1.328596e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -13287327.000000 Penalty: 5641.764648
	Iteration 5Q: 3 clusters Score -1.328733e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -13289596.000000 Penalty: 5641.764648
	Iteration 6F: 3 clusters Score -1.32896e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -13293602.000000 Penalty: 5641.764648
	Iteration 7F: 3 clusters Score -1.32936e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -13299582.000000 Penalty: 5641.764648
	Iteration 8F: 3 clusters Score -1.329958e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -13306958.000000 Penalty: 5641.764648
	Iteration 9F: 3 clusters Score -1.330696e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -13312599.000000 Penalty: 5641.764648
	Iteration 10F: 3 clusters Score -1.33126e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13315272.000000 Penalty: 5641.764648
	Iteration 11Q: 3 clusters Score -1.331527e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13315938.000000 Penalty: 5641.764648
	Iteration 12Q: 3 clusters Score -1.331594e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13316102.000000 Penalty: 5641.764648
	Iteration 13Q: 3 clusters Score -1.33161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13316172.000000 Penalty: 5641.764648
	Iteration 14Q: 3 clusters Score -1.331617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13316222.000000 Penalty: 5641.764648
	Iteration 15Q: 3 clusters Score -1.331622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13316240.000000 Penalty: 5641.764648
	Iteration 16Q: 3 clusters Score -1.331624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13316262.000000 Penalty: 5641.764648
	Iteration 17Q: 3 clusters Score -1.331626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13316266.000000 Penalty: 5641.764648
	Iteration 18Q: 3 clusters Score -1.331627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13316266.000000 Penalty: 5641.764648
	Iteration 19Q: 3 clusters Score -1.331627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13316273.000000 Penalty: 5641.764648
	Iteration 20F: 3 clusters Score -1.331627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -33534.632812 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -33534.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32406.316406 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -32406.32 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32765.556641 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -32765.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32871.503906 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -32871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32911.238281 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -32911.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32953.128906 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -32953.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32960.941406 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -32960.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32968.449219 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -32968.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32968.449219 Penalty: 2876.350098
	Iteration 7F: 3 clusters Score -32968.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Entering Unmasked Estep 
Score: -6099284.000000 Penalty: 2625.735840
	Iteration 0F: 2 clusters Score -6099284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -6072488.000000 Penalty: 5251.471680
	Iteration 0F: 3 clusters Score -6072488 nChanged 18044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -6082565.000000 Penalty: 5251.471680
	Iteration 1F: 3 clusters Score -6082565 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -6083488.000000 Penalty: 5251.471680
	Iteration 2F: 3 clusters Score -6083488 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -6084619.500000 Penalty: 5251.471680
	Iteration 3F: 3 clusters Score -6084620 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -6086044.500000 Penalty: 5251.471680
	Iteration 4F: 3 clusters Score -6086044 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6087497.500000 Penalty: 5251.471680
	Iteration 5F: 3 clusters Score -6087498 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -6088867.500000 Penalty: 5251.471680
	Iteration 6F: 3 clusters Score -6088868 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -6090082.000000 Penalty: 5251.471680
	Iteration 7F: 3 clusters Score -6090082 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -6090997.500000 Penalty: 5251.471680
	Iteration 8Q: 3 clusters Score -6090998 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -6091718.000000 Penalty: 5251.471680
	Iteration 9Q: 3 clusters Score -6091718 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -6092327.500000 Penalty: 5251.471680
	Iteration 10Q: 3 clusters Score -6092328 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -6092878.500000 Penalty: 5251.471680
	Iteration 11Q: 3 clusters Score -6092878 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6093348.000000 Penalty: 5251.471680
	Iteration 12Q: 3 clusters Score -6093348 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -6093755.000000 Penalty: 5251.471680
	Iteration 13Q: 3 clusters Score -6093755 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6094113.000000 Penalty: 5251.471680
	Iteration 14Q: 3 clusters Score -6094113 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -6094402.000000 Penalty: 5251.471680
	Iteration 15Q: 3 clusters Score -6094402 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6094585.000000 Penalty: 5251.471680
	Iteration 16Q: 3 clusters Score -6094585 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -6094788.500000 Penalty: 5251.471680
	Iteration 17Q: 3 clusters Score -6094788 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6094932.000000 Penalty: 5251.471680
	Iteration 18Q: 3 clusters Score -6094932 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6095051.500000 Penalty: 5251.471680
	Iteration 19Q: 3 clusters Score -6095052 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6095182.500000 Penalty: 5251.471680
	Iteration 20F: 3 clusters Score -6095182 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6095280.000000 Penalty: 5251.471680
	Iteration 21Q: 3 clusters Score -6095280 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -6095383.500000 Penalty: 5251.471680
	Iteration 22Q: 3 clusters Score -6095384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -6095523.000000 Penalty: 5251.471680
	Iteration 23Q: 3 clusters Score -6095523 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6095638.000000 Penalty: 5251.471680
	Iteration 24Q: 3 clusters Score -6095638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -6095718.000000 Penalty: 5251.471680
	Iteration 25Q: 3 clusters Score -6095718 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -6095773.000000 Penalty: 5251.471680
	Iteration 26Q: 3 clusters Score -6095773 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -6095853.500000 Penalty: 5251.471680
	Iteration 27Q: 3 clusters Score -6095854 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -6095915.500000 Penalty: 5251.471680
	Iteration 28Q: 3 clusters Score -6095916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -6095984.000000 Penalty: 5251.471680
	Iteration 29Q: 3 clusters Score -6095984 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -6096019.500000 Penalty: 5251.471680
	Iteration 30Q: 3 clusters Score -6096020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -6096033.500000 Penalty: 5251.471680
	Iteration 31Q: 3 clusters Score -6096034 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -6096070.000000 Penalty: 5251.471680
	Iteration 32Q: 3 clusters Score -6096070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -6096092.500000 Penalty: 5251.471680
	Iteration 33Q: 3 clusters Score -6096092 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -6096115.000000 Penalty: 5251.471680
	Iteration 34Q: 3 clusters Score -6096115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -6096154.000000 Penalty: 5251.471680
	Iteration 35Q: 3 clusters Score -6096154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6096191.500000 Penalty: 5251.471680
	Iteration 36Q: 3 clusters Score -6096192 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -6096211.000000 Penalty: 5251.471680
	Iteration 37Q: 3 clusters Score -6096211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -6096256.500000 Penalty: 5251.471680
	Iteration 38Q: 3 clusters Score -6096256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -6096272.000000 Penalty: 5251.471680
	Iteration 39Q: 3 clusters Score -6096272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -6096290.500000 Penalty: 5251.471680
	Iteration 40F: 3 clusters Score -6096290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -6096310.500000 Penalty: 5251.471680
	Iteration 41Q: 3 clusters Score -6096310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -6096349.000000 Penalty: 5251.471680
	Iteration 42Q: 3 clusters Score -6096349 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -6096374.000000 Penalty: 5251.471680
	Iteration 43Q: 3 clusters Score -6096374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -6096386.000000 Penalty: 5251.471680
	Iteration 44Q: 3 clusters Score -6096386 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -6096407.000000 Penalty: 5251.471680
	Iteration 45Q: 3 clusters Score -6096407 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -6096421.500000 Penalty: 5251.471680
	Iteration 46Q: 3 clusters Score -6096422 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -6096431.500000 Penalty: 5251.471680
	Iteration 47Q: 3 clusters Score -6096432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6096464.500000 Penalty: 5251.471680
	Iteration 48Q: 3 clusters Score -6096464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -6096485.500000 Penalty: 5251.471680
	Iteration 49Q: 3 clusters Score -6096486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -6096515.000000 Penalty: 5251.471680
	Iteration 50Q: 3 clusters Score -6096515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -6096523.500000 Penalty: 5251.471680
	Iteration 51Q: 3 clusters Score -6096524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -6096538.000000 Penalty: 5251.471680
	Iteration 52Q: 3 clusters Score -6096538 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -6096578.500000 Penalty: 5251.471680
	Iteration 53Q: 3 clusters Score -6096578 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -6096611.000000 Penalty: 5251.471680
	Iteration 54Q: 3 clusters Score -6096611 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -6096635.500000 Penalty: 5251.471680
	Iteration 55Q: 3 clusters Score -6096636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -6096662.500000 Penalty: 5251.471680
	Iteration 56Q: 3 clusters Score -6096662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -6096658.500000 Penalty: 5251.471680
	Iteration 57Q: 3 clusters Score -6096658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -6096676.000000 Penalty: 5251.471680
	Iteration 58Q: 3 clusters Score -6096676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -6096689.000000 Penalty: 5251.471680
	Iteration 59Q: 3 clusters Score -6096689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -6096679.500000 Penalty: 5251.471680
	Iteration 60F: 3 clusters Score -6096680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -6096702.500000 Penalty: 5251.471680
	Iteration 61Q: 3 clusters Score -6096702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -6096734.500000 Penalty: 5251.471680
	Iteration 62Q: 3 clusters Score -6096734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -6096763.500000 Penalty: 5251.471680
	Iteration 63Q: 3 clusters Score -6096764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -6096784.000000 Penalty: 5251.471680
	Iteration 64Q: 3 clusters Score -6096784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6096800.500000 Penalty: 5251.471680
	Iteration 65Q: 3 clusters Score -6096800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6096789.500000 Penalty: 5251.471680
	Iteration 66Q: 3 clusters Score -6096790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6096791.000000 Penalty: 5251.471680
	Iteration 67Q: 3 clusters Score -6096791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6096796.000000 Penalty: 5251.471680
	Iteration 68Q: 3 clusters Score -6096796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -6096815.500000 Penalty: 5251.471680
	Iteration 69Q: 3 clusters Score -6096816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6096837.500000 Penalty: 5251.471680
	Iteration 70Q: 3 clusters Score -6096838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -6096833.000000 Penalty: 5251.471680
	Iteration 71Q: 3 clusters Score -6096833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -6096844.000000 Penalty: 5251.471680
	Iteration 72Q: 3 clusters Score -6096844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -6096852.500000 Penalty: 5251.471680
	Iteration 73Q: 3 clusters Score -6096852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -6096868.500000 Penalty: 5251.471680
	Iteration 74Q: 3 clusters Score -6096868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -6096885.000000 Penalty: 5251.471680
	Iteration 75Q: 3 clusters Score -6096885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -6096879.500000 Penalty: 5251.471680
	Iteration 76Q: 3 clusters Score -6096880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -6096895.500000 Penalty: 5251.471680
	Iteration 77Q: 3 clusters Score -6096896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -6096896.000000 Penalty: 5251.471680
	Iteration 78Q: 3 clusters Score -6096896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -6096898.500000 Penalty: 5251.471680
	Iteration 79Q: 3 clusters Score -6096898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -6096894.500000 Penalty: 5251.471680
	Iteration 80F: 3 clusters Score -6096894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -6096906.500000 Penalty: 5251.471680
	Iteration 81Q: 3 clusters Score -6096906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -6096909.500000 Penalty: 5251.471680
	Iteration 82Q: 3 clusters Score -6096910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -6096915.500000 Penalty: 5251.471680
	Iteration 83Q: 3 clusters Score -6096916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -6096925.000000 Penalty: 5251.471680
	Iteration 84Q: 3 clusters Score -6096925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -6096923.500000 Penalty: 5251.471680
	Iteration 85Q: 3 clusters Score -6096924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -6096927.000000 Penalty: 5251.471680
	Iteration 86Q: 3 clusters Score -6096927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -6096927.000000 Penalty: 5251.471680
	Iteration 87Q: 3 clusters Score -6096927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -6096938.500000 Penalty: 5251.471680
	Iteration 88Q: 3 clusters Score -6096938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -6096930.500000 Penalty: 5251.471680
	Iteration 89Q: 3 clusters Score -6096930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6096930.500000 Penalty: 5251.471680
	Iteration 90Q: 3 clusters Score -6096930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6096936.500000 Penalty: 5251.471680
	Iteration 91Q: 3 clusters Score -6096936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -6096934.500000 Penalty: 5251.471680
	Iteration 92Q: 3 clusters Score -6096934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -6096931.500000 Penalty: 5251.471680
	Iteration 93Q: 3 clusters Score -6096932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -6096952.000000 Penalty: 5251.471680
	Iteration 94Q: 3 clusters Score -6096952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -6096945.500000 Penalty: 5251.471680
	Iteration 95Q: 3 clusters Score -6096946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6096945.000000 Penalty: 5251.471680
	Iteration 96Q: 3 clusters Score -6096945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -6096940.500000 Penalty: 5251.471680
	Iteration 97Q: 3 clusters Score -6096940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -6096944.500000 Penalty: 5251.471680
	Iteration 98Q: 3 clusters Score -6096944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -6096944.000000 Penalty: 5251.471680
	Iteration 99Q: 3 clusters Score -6096944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6096948.000000 Penalty: 5251.471680
	Iteration 100F: 3 clusters Score -6096948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -6096945.500000 Penalty: 5251.471680
	Iteration 101Q: 3 clusters Score -6096946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -6096947.000000 Penalty: 5251.471680
	Iteration 102Q: 3 clusters Score -6096947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -6096949.000000 Penalty: 5251.471680
	Iteration 103Q: 3 clusters Score -6096949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6096949.500000 Penalty: 5251.471680
	Iteration 104Q: 3 clusters Score -6096950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6096950.500000 Penalty: 5251.471680
	Iteration 105Q: 3 clusters Score -6096950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -6096949.000000 Penalty: 5251.471680
	Iteration 106Q: 3 clusters Score -6096949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -6096949.000000 Penalty: 5251.471680
	Iteration 107Q: 3 clusters Score -6096949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -6096939.500000 Penalty: 5251.471680
	Iteration 108Q: 3 clusters Score -6096940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6096944.000000 Penalty: 5251.471680
	Iteration 109Q: 3 clusters Score -6096944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -6096953.000000 Penalty: 5251.471680
	Iteration 110Q: 3 clusters Score -6096953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -6096943.000000 Penalty: 5251.471680
	Iteration 111Q: 3 clusters Score -6096943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -6096947.000000 Penalty: 5251.471680
	Iteration 112Q: 3 clusters Score -6096947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -6096945.000000 Penalty: 5251.471680
	Iteration 113Q: 3 clusters Score -6096945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -6096953.000000 Penalty: 5251.471680
	Iteration 114Q: 3 clusters Score -6096953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -6096954.500000 Penalty: 5251.471680
	Iteration 115Q: 3 clusters Score -6096954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -6096951.000000 Penalty: 5251.471680
	Iteration 116Q: 3 clusters Score -6096951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -6096949.500000 Penalty: 5251.471680
	Iteration 117Q: 3 clusters Score -6096950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -6096940.500000 Penalty: 5251.471680
	Iteration 118Q: 3 clusters Score -6096940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6096945.500000 Penalty: 5251.471680
	Iteration 119Q: 3 clusters Score -6096946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -6096947.500000 Penalty: 5251.471680
	Iteration 120F: 3 clusters Score -6096948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -6096946.500000 Penalty: 5251.471680
	Iteration 121Q: 3 clusters Score -6096946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6096950.000000 Penalty: 5251.471680
	Iteration 122Q: 3 clusters Score -6096950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -6096956.500000 Penalty: 5251.471680
	Iteration 123Q: 3 clusters Score -6096956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -6096952.000000 Penalty: 5251.471680
	Iteration 124Q: 3 clusters Score -6096952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -6096946.500000 Penalty: 5251.471680
	Iteration 125Q: 3 clusters Score -6096946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -6096950.500000 Penalty: 5251.471680
	Iteration 126Q: 3 clusters Score -6096950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -6096948.500000 Penalty: 5251.471680
	Iteration 127Q: 3 clusters Score -6096948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -6096950.000000 Penalty: 5251.471680
	Iteration 128Q: 3 clusters Score -6096950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6096942.000000 Penalty: 5251.471680
	Iteration 129Q: 3 clusters Score -6096942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -6096944.000000 Penalty: 5251.471680
	Iteration 130Q: 3 clusters Score -6096944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -6096946.000000 Penalty: 5251.471680
	Iteration 131Q: 3 clusters Score -6096946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -6096947.000000 Penalty: 5251.471680
	Iteration 132Q: 3 clusters Score -6096947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6096947.000000 Penalty: 5251.471680
	Iteration 133Q: 3 clusters Score -6096947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -6096939.000000 Penalty: 5251.471680
	Iteration 134Q: 3 clusters Score -6096939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -6096944.500000 Penalty: 5251.471680
	Iteration 135Q: 3 clusters Score -6096944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6096942.500000 Penalty: 5251.471680
	Iteration 136Q: 3 clusters Score -6096942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6096939.500000 Penalty: 5251.471680
	Iteration 137Q: 3 clusters Score -6096940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6096939.500000 Penalty: 5251.471680
	Iteration 138F: 3 clusters Score -6096940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -327458.187500 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -327458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -324648.968750 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -324649 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -325309.937500 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -325309.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325470.031250 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -325470 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -325570.343750 Penalty: 3844.731689
	Iteration 3Q: 3 clusters Score -325570.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -325635.906250 Penalty: 3844.731689
	Iteration 4Q: 3 clusters Score -325635.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325714.875000 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -325714.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325788.375000 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -325788.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -325869.781250 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -325869.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -325934.843750 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -325934.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -326009.625000 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -326009.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -326080.187500 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -326080.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -326131.875000 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -326131.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -326163.250000 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -326163.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -326186.375000 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -326186.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -326201.062500 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -326201.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -326222.968750 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -326223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -326239.500000 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -326239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -326247.218750 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -326247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -326252.593750 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -326252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -326256.781250 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -326256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -326259.718750 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -326259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -326265.312500 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -326265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -326269.687500 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -326269.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -326273.375000 Penalty: 3844.731689
	Iteration 23Q: 3 clusters Score -326273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -326279.156250 Penalty: 3844.731689
	Iteration 24Q: 3 clusters Score -326279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -326283.750000 Penalty: 3844.731689
	Iteration 25Q: 3 clusters Score -326283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -326288.218750 Penalty: 3844.731689
	Iteration 26Q: 3 clusters Score -326288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -326291.718750 Penalty: 3844.731689
	Iteration 27Q: 3 clusters Score -326291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -326298.156250 Penalty: 3844.731689
	Iteration 28Q: 3 clusters Score -326298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -326300.406250 Penalty: 3844.731689
	Iteration 29Q: 3 clusters Score -326300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -326301.750000 Penalty: 3844.731689
	Iteration 30Q: 3 clusters Score -326301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -326303.156250 Penalty: 3844.731689
	Iteration 31Q: 3 clusters Score -326303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -326304.656250 Penalty: 3844.731689
	Iteration 32Q: 3 clusters Score -326304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -326304.968750 Penalty: 3844.731689
	Iteration 33Q: 3 clusters Score -326305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -326304.968750 Penalty: 3844.731689
	Iteration 34F: 3 clusters Score -326305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Entering Unmasked Estep 
Score: -1745732.625000 Penalty: 2319.836914
	Iteration 0F: 2 clusters Score -1745733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1737081.000000 Penalty: 4639.673828
	Iteration 0F: 3 clusters Score -1737081 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1739675.625000 Penalty: 4639.673828
	Iteration 1F: 3 clusters Score -1739676 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1739969.625000 Penalty: 4639.673828
	Iteration 2F: 3 clusters Score -1739970 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1740165.250000 Penalty: 4639.673828
	Iteration 3Q: 3 clusters Score -1740165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1740334.375000 Penalty: 4639.673828
	Iteration 4Q: 3 clusters Score -1740334 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1740514.625000 Penalty: 4639.673828
	Iteration 5Q: 3 clusters Score -1740515 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1740682.500000 Penalty: 4639.673828
	Iteration 6Q: 3 clusters Score -1740682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1740854.125000 Penalty: 4639.673828
	Iteration 7Q: 3 clusters Score -1740854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1741054.375000 Penalty: 4639.673828
	Iteration 8Q: 3 clusters Score -1741054 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1741272.625000 Penalty: 4639.673828
	Iteration 9Q: 3 clusters Score -1741273 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1741514.000000 Penalty: 4639.673828
	Iteration 10Q: 3 clusters Score -1741514 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1741774.125000 Penalty: 4639.673828
	Iteration 11Q: 3 clusters Score -1741774 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1742014.500000 Penalty: 4639.673828
	Iteration 12Q: 3 clusters Score -1742014 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1742243.125000 Penalty: 4639.673828
	Iteration 13Q: 3 clusters Score -1742243 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1742457.125000 Penalty: 4639.673828
	Iteration 14Q: 3 clusters Score -1742457 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1742660.250000 Penalty: 4639.673828
	Iteration 15Q: 3 clusters Score -1742660 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1742828.000000 Penalty: 4639.673828
	Iteration 16Q: 3 clusters Score -1742828 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1742953.000000 Penalty: 4639.673828
	Iteration 17Q: 3 clusters Score -1742953 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1743066.375000 Penalty: 4639.673828
	Iteration 18Q: 3 clusters Score -1743066 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1743143.750000 Penalty: 4639.673828
	Iteration 19Q: 3 clusters Score -1743144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1743214.750000 Penalty: 4639.673828
	Iteration 20F: 3 clusters Score -1743215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1743277.125000 Penalty: 4639.673828
	Iteration 21Q: 3 clusters Score -1743277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1743333.125000 Penalty: 4639.673828
	Iteration 22Q: 3 clusters Score -1743333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1743377.250000 Penalty: 4639.673828
	Iteration 23Q: 3 clusters Score -1743377 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1743420.375000 Penalty: 4639.673828
	Iteration 24Q: 3 clusters Score -1743420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1743453.875000 Penalty: 4639.673828
	Iteration 25Q: 3 clusters Score -1743454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1743480.875000 Penalty: 4639.673828
	Iteration 26Q: 3 clusters Score -1743481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1743496.375000 Penalty: 4639.673828
	Iteration 27Q: 3 clusters Score -1743496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1743501.250000 Penalty: 4639.673828
	Iteration 28Q: 3 clusters Score -1743501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1743515.375000 Penalty: 4639.673828
	Iteration 29Q: 3 clusters Score -1743515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1743531.375000 Penalty: 4639.673828
	Iteration 30Q: 3 clusters Score -1743531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1743538.875000 Penalty: 4639.673828
	Iteration 31Q: 3 clusters Score -1743539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1743547.375000 Penalty: 4639.673828
	Iteration 32Q: 3 clusters Score -1743547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1743558.250000 Penalty: 4639.673828
	Iteration 33Q: 3 clusters Score -1743558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1743557.625000 Penalty: 4639.673828
	Iteration 34Q: 3 clusters Score -1743558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1743561.375000 Penalty: 4639.673828
	Iteration 35Q: 3 clusters Score -1743561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1743559.750000 Penalty: 4639.673828
	Iteration 36Q: 3 clusters Score -1743560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1743568.500000 Penalty: 4639.673828
	Iteration 37Q: 3 clusters Score -1743568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1743571.375000 Penalty: 4639.673828
	Iteration 38Q: 3 clusters Score -1743571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1743578.500000 Penalty: 4639.673828
	Iteration 39Q: 3 clusters Score -1743578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1743578.375000 Penalty: 4639.673828
	Iteration 40F: 3 clusters Score -1743578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1743580.625000 Penalty: 4639.673828
	Iteration 41Q: 3 clusters Score -1743581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1743585.625000 Penalty: 4639.673828
	Iteration 42Q: 3 clusters Score -1743586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1743586.750000 Penalty: 4639.673828
	Iteration 43Q: 3 clusters Score -1743587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1743585.250000 Penalty: 4639.673828
	Iteration 44Q: 3 clusters Score -1743585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1743586.000000 Penalty: 4639.673828
	Iteration 45Q: 3 clusters Score -1743586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1743590.750000 Penalty: 4639.673828
	Iteration 46Q: 3 clusters Score -1743591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1743594.500000 Penalty: 4639.673828
	Iteration 47Q: 3 clusters Score -1743594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1743597.875000 Penalty: 4639.673828
	Iteration 48Q: 3 clusters Score -1743598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1743603.625000 Penalty: 4639.673828
	Iteration 49Q: 3 clusters Score -1743604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1743609.500000 Penalty: 4639.673828
	Iteration 50Q: 3 clusters Score -1743610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1743612.625000 Penalty: 4639.673828
	Iteration 51Q: 3 clusters Score -1743613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1743617.625000 Penalty: 4639.673828
	Iteration 52Q: 3 clusters Score -1743618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1743620.250000 Penalty: 4639.673828
	Iteration 53Q: 3 clusters Score -1743620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1743632.375000 Penalty: 4639.673828
	Iteration 54Q: 3 clusters Score -1743632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1743640.250000 Penalty: 4639.673828
	Iteration 55Q: 3 clusters Score -1743640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1743645.250000 Penalty: 4639.673828
	Iteration 56Q: 3 clusters Score -1743645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1743655.500000 Penalty: 4639.673828
	Iteration 57Q: 3 clusters Score -1743656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1743662.500000 Penalty: 4639.673828
	Iteration 58Q: 3 clusters Score -1743662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1743670.625000 Penalty: 4639.673828
	Iteration 59Q: 3 clusters Score -1743671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1743675.750000 Penalty: 4639.673828
	Iteration 60F: 3 clusters Score -1743676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1743679.250000 Penalty: 4639.673828
	Iteration 61Q: 3 clusters Score -1743679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1743685.375000 Penalty: 4639.673828
	Iteration 62Q: 3 clusters Score -1743685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1743689.750000 Penalty: 4639.673828
	Iteration 63Q: 3 clusters Score -1743690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1743694.125000 Penalty: 4639.673828
	Iteration 64Q: 3 clusters Score -1743694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1743705.375000 Penalty: 4639.673828
	Iteration 65Q: 3 clusters Score -1743705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1743715.250000 Penalty: 4639.673828
	Iteration 66Q: 3 clusters Score -1743715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1743719.500000 Penalty: 4639.673828
	Iteration 67Q: 3 clusters Score -1743720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1743726.875000 Penalty: 4639.673828
	Iteration 68Q: 3 clusters Score -1743727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1743732.750000 Penalty: 4639.673828
	Iteration 69Q: 3 clusters Score -1743733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1743742.750000 Penalty: 4639.673828
	Iteration 70Q: 3 clusters Score -1743743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1743751.000000 Penalty: 4639.673828
	Iteration 71Q: 3 clusters Score -1743751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1743762.125000 Penalty: 4639.673828
	Iteration 72Q: 3 clusters Score -1743762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1743768.375000 Penalty: 4639.673828
	Iteration 73Q: 3 clusters Score -1743768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1743772.125000 Penalty: 4639.673828
	Iteration 74Q: 3 clusters Score -1743772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1743774.375000 Penalty: 4639.673828
	Iteration 75Q: 3 clusters Score -1743774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1743776.125000 Penalty: 4639.673828
	Iteration 76Q: 3 clusters Score -1743776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1743780.750000 Penalty: 4639.673828
	Iteration 77Q: 3 clusters Score -1743781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1743782.750000 Penalty: 4639.673828
	Iteration 78Q: 3 clusters Score -1743783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1743787.625000 Penalty: 4639.673828
	Iteration 79Q: 3 clusters Score -1743788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1743789.250000 Penalty: 4639.673828
	Iteration 80F: 3 clusters Score -1743789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1743794.000000 Penalty: 4639.673828
	Iteration 81Q: 3 clusters Score -1743794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1743794.000000 Penalty: 4639.673828
	Iteration 82Q: 3 clusters Score -1743794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1743794.375000 Penalty: 4639.673828
	Iteration 83Q: 3 clusters Score -1743794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1743793.750000 Penalty: 4639.673828
	Iteration 84Q: 3 clusters Score -1743794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1743793.625000 Penalty: 4639.673828
	Iteration 85Q: 3 clusters Score -1743794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1743794.000000 Penalty: 4639.673828
	Iteration 86Q: 3 clusters Score -1743794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1743794.875000 Penalty: 4639.673828
	Iteration 87Q: 3 clusters Score -1743795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1743797.875000 Penalty: 4639.673828
	Iteration 88Q: 3 clusters Score -1743798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1743800.375000 Penalty: 4639.673828
	Iteration 89Q: 3 clusters Score -1743800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1743798.875000 Penalty: 4639.673828
	Iteration 90Q: 3 clusters Score -1743799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1743801.125000 Penalty: 4639.673828
	Iteration 91Q: 3 clusters Score -1743801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1743803.250000 Penalty: 4639.673828
	Iteration 92Q: 3 clusters Score -1743803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1743802.375000 Penalty: 4639.673828
	Iteration 93Q: 3 clusters Score -1743802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1743804.625000 Penalty: 4639.673828
	Iteration 94Q: 3 clusters Score -1743805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1743806.625000 Penalty: 4639.673828
	Iteration 95Q: 3 clusters Score -1743807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1743803.750000 Penalty: 4639.673828
	Iteration 96Q: 3 clusters Score -1743804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1743805.000000 Penalty: 4639.673828
	Iteration 97Q: 3 clusters Score -1743805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1743803.375000 Penalty: 4639.673828
	Iteration 98Q: 3 clusters Score -1743803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1743804.750000 Penalty: 4639.673828
	Iteration 99Q: 3 clusters Score -1743805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1743804.875000 Penalty: 4639.673828
	Iteration 100F: 3 clusters Score -1743805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1743811.750000 Penalty: 4639.673828
	Iteration 101Q: 3 clusters Score -1743812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1743811.000000 Penalty: 4639.673828
	Iteration 102Q: 3 clusters Score -1743811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1743811.000000 Penalty: 4639.673828
	Iteration 103F: 3 clusters Score -1743811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -655118.937500 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -655118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -650967.875000 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -650967.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -651926.062500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -651926.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -652138.625000 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -652138.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -652300.687500 Penalty: 4164.828613
	Iteration 3Q: 3 clusters Score -652300.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -652465.375000 Penalty: 4164.828613
	Iteration 4Q: 3 clusters Score -652465.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -652703.187500 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -652703.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -653050.125000 Penalty: 4164.828613
	Iteration 6F: 3 clusters Score -653050.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -653520.625000 Penalty: 4164.828613
	Iteration 7F: 3 clusters Score -653520.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -653774.812500 Penalty: 4164.828613
	Iteration 8F: 3 clusters Score -653774.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -653916.562500 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -653916.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -654019.125000 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -654019.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -654097.375000 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -654097.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -654159.250000 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -654159.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -654200.000000 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -654200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -654225.875000 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -654225.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -654242.687500 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -654242.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -654256.562500 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -654256.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -654268.562500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -654268.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -654277.062500 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -654277.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -654284.000000 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -654284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -654293.812500 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -654293.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -654304.187500 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -654304.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -654314.562500 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -654314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -654325.500000 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -654325.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -654338.250000 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -654338.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -654353.625000 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -654353.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -654372.125000 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -654372.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -654392.937500 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -654392.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -654422.625000 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -654422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -654447.250000 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -654447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -654461.250000 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -654461.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -654475.000000 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -654475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -654485.187500 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -654485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -654492.875000 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -654492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -654500.687500 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -654500.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -654508.750000 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -654508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -654517.125000 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -654517.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -654524.375000 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -654524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -654526.937500 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -654526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654530.000000 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -654530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654531.187500 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -654531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -654532.250000 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -654532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654532.812500 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -654532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654533.812500 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -654533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -654533.812500 Penalty: 4164.828613
	Iteration 44F: 3 clusters Score -654533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Entering Unmasked Estep 
Score: -3477033.500000 Penalty: 2485.814697
	Iteration 0F: 2 clusters Score -3477034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3461232.000000 Penalty: 4971.629395
	Iteration 0F: 3 clusters Score -3461232 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3466675.500000 Penalty: 4971.629395
	Iteration 1F: 3 clusters Score -3466676 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3467174.500000 Penalty: 4971.629395
	Iteration 2F: 3 clusters Score -3467174 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3467676.250000 Penalty: 4971.629395
	Iteration 3Q: 3 clusters Score -3467676 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3468280.500000 Penalty: 4971.629395
	Iteration 4Q: 3 clusters Score -3468280 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3469016.750000 Penalty: 4971.629395
	Iteration 5Q: 3 clusters Score -3469017 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3469859.500000 Penalty: 4971.629395
	Iteration 6Q: 3 clusters Score -3469860 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3470718.500000 Penalty: 4971.629395
	Iteration 7F: 3 clusters Score -3470718 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3471476.000000 Penalty: 4971.629395
	Iteration 8Q: 3 clusters Score -3471476 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3472138.000000 Penalty: 4971.629395
	Iteration 9Q: 3 clusters Score -3472138 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3472714.250000 Penalty: 4971.629395
	Iteration 10Q: 3 clusters Score -3472714 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3473221.500000 Penalty: 4971.629395
	Iteration 11Q: 3 clusters Score -3473222 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3473602.750000 Penalty: 4971.629395
	Iteration 12Q: 3 clusters Score -3473603 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3473851.750000 Penalty: 4971.629395
	Iteration 13Q: 3 clusters Score -3473852 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3474041.500000 Penalty: 4971.629395
	Iteration 14Q: 3 clusters Score -3474042 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3474163.000000 Penalty: 4971.629395
	Iteration 15Q: 3 clusters Score -3474163 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3474273.250000 Penalty: 4971.629395
	Iteration 16Q: 3 clusters Score -3474273 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3474381.000000 Penalty: 4971.629395
	Iteration 17Q: 3 clusters Score -3474381 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3474500.250000 Penalty: 4971.629395
	Iteration 18Q: 3 clusters Score -3474500 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3474557.750000 Penalty: 4971.629395
	Iteration 19Q: 3 clusters Score -3474558 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3474636.250000 Penalty: 4971.629395
	Iteration 20F: 3 clusters Score -3474636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3474693.500000 Penalty: 4971.629395
	Iteration 21Q: 3 clusters Score -3474694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3474744.250000 Penalty: 4971.629395
	Iteration 22Q: 3 clusters Score -3474744 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3474776.500000 Penalty: 4971.629395
	Iteration 23Q: 3 clusters Score -3474776 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3474817.250000 Penalty: 4971.629395
	Iteration 24Q: 3 clusters Score -3474817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3474858.500000 Penalty: 4971.629395
	Iteration 25Q: 3 clusters Score -3474858 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3474908.000000 Penalty: 4971.629395
	Iteration 26Q: 3 clusters Score -3474908 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3474969.500000 Penalty: 4971.629395
	Iteration 27Q: 3 clusters Score -3474970 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3475039.250000 Penalty: 4971.629395
	Iteration 28Q: 3 clusters Score -3475039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3475106.750000 Penalty: 4971.629395
	Iteration 29Q: 3 clusters Score -3475107 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3475131.250000 Penalty: 4971.629395
	Iteration 30Q: 3 clusters Score -3475131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3475153.750000 Penalty: 4971.629395
	Iteration 31Q: 3 clusters Score -3475154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3475168.750000 Penalty: 4971.629395
	Iteration 32Q: 3 clusters Score -3475169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3475173.000000 Penalty: 4971.629395
	Iteration 33Q: 3 clusters Score -3475173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3475189.000000 Penalty: 4971.629395
	Iteration 34Q: 3 clusters Score -3475189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3475182.500000 Penalty: 4971.629395
	Iteration 35Q: 3 clusters Score -3475182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3475190.000000 Penalty: 4971.629395
	Iteration 36Q: 3 clusters Score -3475190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3475188.750000 Penalty: 4971.629395
	Iteration 37Q: 3 clusters Score -3475189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3475185.250000 Penalty: 4971.629395
	Iteration 38Q: 3 clusters Score -3475185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3475186.500000 Penalty: 4971.629395
	Iteration 39Q: 3 clusters Score -3475186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3475184.250000 Penalty: 4971.629395
	Iteration 40F: 3 clusters Score -3475184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3475187.000000 Penalty: 4971.629395
	Iteration 41Q: 3 clusters Score -3475187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3475193.500000 Penalty: 4971.629395
	Iteration 42Q: 3 clusters Score -3475194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3475189.250000 Penalty: 4971.629395
	Iteration 43Q: 3 clusters Score -3475189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3475196.750000 Penalty: 4971.629395
	Iteration 44Q: 3 clusters Score -3475197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3475193.250000 Penalty: 4971.629395
	Iteration 45Q: 3 clusters Score -3475193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3475193.500000 Penalty: 4971.629395
	Iteration 46Q: 3 clusters Score -3475194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3475199.000000 Penalty: 4971.629395
	Iteration 47Q: 3 clusters Score -3475199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3475203.750000 Penalty: 4971.629395
	Iteration 48Q: 3 clusters Score -3475204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3475205.750000 Penalty: 4971.629395
	Iteration 49Q: 3 clusters Score -3475206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3475197.750000 Penalty: 4971.629395
	Iteration 50Q: 3 clusters Score -3475198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3475203.750000 Penalty: 4971.629395
	Iteration 51Q: 3 clusters Score -3475204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3475199.250000 Penalty: 4971.629395
	Iteration 52Q: 3 clusters Score -3475199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3475203.000000 Penalty: 4971.629395
	Iteration 53Q: 3 clusters Score -3475203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3475213.000000 Penalty: 4971.629395
	Iteration 54Q: 3 clusters Score -3475213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3475213.000000 Penalty: 4971.629395
	Iteration 55Q: 3 clusters Score -3475213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3475211.250000 Penalty: 4971.629395
	Iteration 56Q: 3 clusters Score -3475211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3475210.250000 Penalty: 4971.629395
	Iteration 57Q: 3 clusters Score -3475210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3475210.500000 Penalty: 4971.629395
	Iteration 58Q: 3 clusters Score -3475210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3475211.000000 Penalty: 4971.629395
	Iteration 59Q: 3 clusters Score -3475211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3475213.250000 Penalty: 4971.629395
	Iteration 60F: 3 clusters Score -3475213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3475212.750000 Penalty: 4971.629395
	Iteration 61Q: 3 clusters Score -3475213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3475212.250000 Penalty: 4971.629395
	Iteration 62Q: 3 clusters Score -3475212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3475206.750000 Penalty: 4971.629395
	Iteration 63Q: 3 clusters Score -3475207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3475211.750000 Penalty: 4971.629395
	Iteration 64Q: 3 clusters Score -3475212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3475214.250000 Penalty: 4971.629395
	Iteration 65Q: 3 clusters Score -3475214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3475211.750000 Penalty: 4971.629395
	Iteration 66Q: 3 clusters Score -3475212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3475210.000000 Penalty: 4971.629395
	Iteration 67Q: 3 clusters Score -3475210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3475211.000000 Penalty: 4971.629395
	Iteration 68Q: 3 clusters Score -3475211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3475211.000000 Penalty: 4971.629395
	Iteration 69F: 3 clusters Score -3475211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -329538.593750 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -329538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -326852.875000 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -326852.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -327371.531250 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -327371.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -327581.968750 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -327582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -327764.812500 Penalty: 3806.840576
	Iteration 3F: 3 clusters Score -327764.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327890.437500 Penalty: 3806.840576
	Iteration 4F: 3 clusters Score -327890.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -327980.687500 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -327980.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -328061.000000 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -328061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -328116.000000 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -328116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -328159.468750 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -328159.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -328193.625000 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -328193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328219.406250 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -328219.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -328240.843750 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -328240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -328260.593750 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -328260.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -328290.687500 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -328290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -328320.218750 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -328320.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -328345.937500 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -328345.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -328368.343750 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -328368.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -328395.687500 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -328395.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -328418.812500 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -328418.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -328438.531250 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -328438.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -328460.093750 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -328460.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -328481.812500 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -328481.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -328506.781250 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -328506.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -328519.937500 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -328519.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -328528.812500 Penalty: 3806.840576
	Iteration 24Q: 3 clusters Score -328528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -328534.125000 Penalty: 3806.840576
	Iteration 25Q: 3 clusters Score -328534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -328537.062500 Penalty: 3806.840576
	Iteration 26Q: 3 clusters Score -328537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -328538.906250 Penalty: 3806.840576
	Iteration 27Q: 3 clusters Score -328538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -328541.187500 Penalty: 3806.840576
	Iteration 28Q: 3 clusters Score -328541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -328545.906250 Penalty: 3806.840576
	Iteration 29Q: 3 clusters Score -328545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -328546.500000 Penalty: 3806.840576
	Iteration 30Q: 3 clusters Score -328546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -328546.500000 Penalty: 3806.840576
	Iteration 31F: 3 clusters Score -328546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -640177.000000 Penalty: 2081.910156
	Iteration 0F: 2 clusters Score -640177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -635982.625000 Penalty: 4163.820312
	Iteration 0F: 3 clusters Score -635982.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -636926.125000 Penalty: 4163.820312
	Iteration 1F: 3 clusters Score -636926.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -637125.062500 Penalty: 4163.820312
	Iteration 2F: 3 clusters Score -637125.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -637235.687500 Penalty: 4163.820312
	Iteration 3Q: 3 clusters Score -637235.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -637313.875000 Penalty: 4163.820312
	Iteration 4Q: 3 clusters Score -637313.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -637381.125000 Penalty: 4163.820312
	Iteration 5Q: 3 clusters Score -637381.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -637472.250000 Penalty: 4163.820312
	Iteration 6Q: 3 clusters Score -637472.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -637566.437500 Penalty: 4163.820312
	Iteration 7Q: 3 clusters Score -637566.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -637655.125000 Penalty: 4163.820312
	Iteration 8Q: 3 clusters Score -637655.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -637763.875000 Penalty: 4163.820312
	Iteration 9Q: 3 clusters Score -637763.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -637884.750000 Penalty: 4163.820312
	Iteration 10Q: 3 clusters Score -637884.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -638026.812500 Penalty: 4163.820312
	Iteration 11Q: 3 clusters Score -638026.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -638201.062500 Penalty: 4163.820312
	Iteration 12Q: 3 clusters Score -638201.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -638402.562500 Penalty: 4163.820312
	Iteration 13Q: 3 clusters Score -638402.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -638593.437500 Penalty: 4163.820312
	Iteration 14Q: 3 clusters Score -638593.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -638790.125000 Penalty: 4163.820312
	Iteration 15Q: 3 clusters Score -638790.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -638913.000000 Penalty: 4163.820312
	Iteration 16Q: 3 clusters Score -638913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -638998.437500 Penalty: 4163.820312
	Iteration 17Q: 3 clusters Score -638998.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -639050.000000 Penalty: 4163.820312
	Iteration 18Q: 3 clusters Score -639050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -639082.125000 Penalty: 4163.820312
	Iteration 19Q: 3 clusters Score -639082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -639107.250000 Penalty: 4163.820312
	Iteration 20F: 3 clusters Score -639107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -639120.875000 Penalty: 4163.820312
	Iteration 21Q: 3 clusters Score -639120.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -639132.437500 Penalty: 4163.820312
	Iteration 22Q: 3 clusters Score -639132.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -639147.500000 Penalty: 4163.820312
	Iteration 23Q: 3 clusters Score -639147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -639153.312500 Penalty: 4163.820312
	Iteration 24Q: 3 clusters Score -639153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -639155.187500 Penalty: 4163.820312
	Iteration 25Q: 3 clusters Score -639155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -639156.312500 Penalty: 4163.820312
	Iteration 26Q: 3 clusters Score -639156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -639156.312500 Penalty: 4163.820312
	Iteration 27F: 3 clusters Score -639156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -118171.429688 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -118171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116536.718750 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -116536.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117563.703125 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -117563.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118457.960938 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -118458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119722.312500 Penalty: 3465.795166
	Iteration 3F: 3 clusters Score -119722.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120257.171875 Penalty: 3465.795166
	Iteration 4F: 3 clusters Score -120257.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -120497.960938 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -120498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -120584.546875 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -120584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120600.546875 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -120600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -120602.929688 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -120602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -120602.929688 Penalty: 3465.795166
	Iteration 9F: 3 clusters Score -120602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 188489 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Entering Unmasked Estep 
Score: -104123440.000000 Penalty: 103444.734375
Splitting cluster 12 changes total score from -104121584.000000 to -104123440.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (188489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Entering Unmasked Estep 
Score: -28965346.000000 Penalty: 3012.405273
	Iteration 0F: 2 clusters Score -2.896535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -28867776.000000 Penalty: 6024.810547
	Iteration 0F: 3 clusters Score -2.886778e+07 nChanged 90635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -28920732.000000 Penalty: 6024.810547
	Iteration 1F: 3 clusters Score -2.892073e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -28922050.000000 Penalty: 6024.810547
	Iteration 2Q: 3 clusters Score -2.892205e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -28924240.000000 Penalty: 6024.810547
	Iteration 3Q: 3 clusters Score -2.892424e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -28927222.000000 Penalty: 6024.810547
	Iteration 4Q: 3 clusters Score -2.892722e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -28931570.000000 Penalty: 6024.810547
	Iteration 5F: 3 clusters Score -2.893157e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -28938582.000000 Penalty: 6024.810547
	Iteration 6F: 3 clusters Score -2.893858e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
Score: -28946972.000000 Penalty: 6024.810547
	Iteration 7F: 3 clusters Score -2.894697e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 149980 members 
Entering Unmasked Estep 
Score: -28954882.000000 Penalty: 6024.810547
	Iteration 8F: 3 clusters Score -2.895488e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -28960774.000000 Penalty: 6024.810547
	Iteration 9F: 3 clusters Score -2.896077e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -28963994.000000 Penalty: 6024.810547
	Iteration 10Q: 3 clusters Score -2.896399e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 162341 members 
Entering Unmasked Estep 
Score: -28965996.000000 Penalty: 6024.810547
	Iteration 11Q: 3 clusters Score -2.8966e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -28966900.000000 Penalty: 6024.810547
	Iteration 12Q: 3 clusters Score -2.89669e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -28967542.000000 Penalty: 6024.810547
	Iteration 13Q: 3 clusters Score -2.896754e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -28967840.000000 Penalty: 6024.810547
	Iteration 14Q: 3 clusters Score -2.896784e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -28968106.000000 Penalty: 6024.810547
	Iteration 15Q: 3 clusters Score -2.896811e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -28968480.000000 Penalty: 6024.810547
	Iteration 16Q: 3 clusters Score -2.896848e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -28968584.000000 Penalty: 6024.810547
	Iteration 17Q: 3 clusters Score -2.896858e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -28968680.000000 Penalty: 6024.810547
	Iteration 18Q: 3 clusters Score -2.896868e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -28968808.000000 Penalty: 6024.810547
	Iteration 19Q: 3 clusters Score -2.896881e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 160565 members 
Entering Unmasked Estep 
Score: -28968954.000000 Penalty: 6024.810547
	Iteration 20F: 3 clusters Score -2.896895e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -28969036.000000 Penalty: 6024.810547
	Iteration 21Q: 3 clusters Score -2.896904e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -28969258.000000 Penalty: 6024.810547
	Iteration 22Q: 3 clusters Score -2.896926e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 159200 members 
Entering Unmasked Estep 
Score: -28969450.000000 Penalty: 6024.810547
	Iteration 23Q: 3 clusters Score -2.896945e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 158724 members 
Entering Unmasked Estep 
Score: -28969420.000000 Penalty: 6024.810547
	Iteration 24Q: 3 clusters Score -2.896942e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -28969566.000000 Penalty: 6024.810547
	Iteration 25Q: 3 clusters Score -2.896957e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -28969658.000000 Penalty: 6024.810547
	Iteration 26Q: 3 clusters Score -2.896966e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -28969782.000000 Penalty: 6024.810547
	Iteration 27Q: 3 clusters Score -2.896978e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -28969872.000000 Penalty: 6024.810547
	Iteration 28Q: 3 clusters Score -2.896987e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 156563 members 
Entering Unmasked Estep 
Score: -28969974.000000 Penalty: 6024.810547
	Iteration 29Q: 3 clusters Score -2.896997e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -28970010.000000 Penalty: 6024.810547
	Iteration 30Q: 3 clusters Score -2.897001e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 155566 members 
Entering Unmasked Estep 
Score: -28970126.000000 Penalty: 6024.810547
	Iteration 31Q: 3 clusters Score -2.897013e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -28970172.000000 Penalty: 6024.810547
	Iteration 32Q: 3 clusters Score -2.897017e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -28970216.000000 Penalty: 6024.810547
	Iteration 33Q: 3 clusters Score -2.897022e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 154100 members 
Entering Unmasked Estep 
Score: -28970312.000000 Penalty: 6024.810547
	Iteration 34Q: 3 clusters Score -2.897031e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -28970366.000000 Penalty: 6024.810547
	Iteration 35Q: 3 clusters Score -2.897037e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -28970392.000000 Penalty: 6024.810547
	Iteration 36Q: 3 clusters Score -2.897039e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 152762 members 
Entering Unmasked Estep 
Score: -28970436.000000 Penalty: 6024.810547
	Iteration 37Q: 3 clusters Score -2.897044e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 152323 members 
Entering Unmasked Estep 
Score: -28970438.000000 Penalty: 6024.810547
	Iteration 38Q: 3 clusters Score -2.897044e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 151854 members 
Entering Unmasked Estep 
Score: -28970338.000000 Penalty: 6024.810547
	Iteration 39Q: 3 clusters Score -2.897034e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 151348 members 
Entering Unmasked Estep 
Score: -28970234.000000 Penalty: 6024.810547
	Iteration 40F: 3 clusters Score -2.897023e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -28970274.000000 Penalty: 6024.810547
	Iteration 41Q: 3 clusters Score -2.897027e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -28970254.000000 Penalty: 6024.810547
	Iteration 42Q: 3 clusters Score -2.897025e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -28970354.000000 Penalty: 6024.810547
	Iteration 43Q: 3 clusters Score -2.897035e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -28970382.000000 Penalty: 6024.810547
	Iteration 44Q: 3 clusters Score -2.897038e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -28970522.000000 Penalty: 6024.810547
	Iteration 45Q: 3 clusters Score -2.897052e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -28970582.000000 Penalty: 6024.810547
	Iteration 46Q: 3 clusters Score -2.897058e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 147858 members 
Entering Unmasked Estep 
Score: -28970700.000000 Penalty: 6024.810547
	Iteration 47Q: 3 clusters Score -2.89707e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 147348 members 
Entering Unmasked Estep 
Score: -28970752.000000 Penalty: 6024.810547
	Iteration 48Q: 3 clusters Score -2.897075e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -28970864.000000 Penalty: 6024.810547
	Iteration 49Q: 3 clusters Score -2.897086e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -28970844.000000 Penalty: 6024.810547
	Iteration 50Q: 3 clusters Score -2.897084e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -28970970.000000 Penalty: 6024.810547
	Iteration 51Q: 3 clusters Score -2.897097e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -28971042.000000 Penalty: 6024.810547
	Iteration 52Q: 3 clusters Score -2.897104e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 145010 members 
Entering Unmasked Estep 
Score: -28971084.000000 Penalty: 6024.810547
	Iteration 53Q: 3 clusters Score -2.897108e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 144540 members 
Entering Unmasked Estep 
Score: -28971172.000000 Penalty: 6024.810547
	Iteration 54Q: 3 clusters Score -2.897117e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -28971138.000000 Penalty: 6024.810547
	Iteration 55Q: 3 clusters Score -2.897114e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 143500 members 
Entering Unmasked Estep 
Score: -28971122.000000 Penalty: 6024.810547
	Iteration 56Q: 3 clusters Score -2.897112e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -28971132.000000 Penalty: 6024.810547
	Iteration 57Q: 3 clusters Score -2.897113e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -28971156.000000 Penalty: 6024.810547
	Iteration 58Q: 3 clusters Score -2.897116e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 141923 members 
Entering Unmasked Estep 
Score: -28971200.000000 Penalty: 6024.810547
	Iteration 59Q: 3 clusters Score -2.89712e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 141417 members 
Entering Unmasked Estep 
Score: -28971260.000000 Penalty: 6024.810547
	Iteration 60F: 3 clusters Score -2.897126e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -28971208.000000 Penalty: 6024.810547
	Iteration 61Q: 3 clusters Score -2.897121e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -28971322.000000 Penalty: 6024.810547
	Iteration 62Q: 3 clusters Score -2.897132e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -28971412.000000 Penalty: 6024.810547
	Iteration 63Q: 3 clusters Score -2.897141e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 139623 members 
Entering Unmasked Estep 
Score: -28971462.000000 Penalty: 6024.810547
	Iteration 64Q: 3 clusters Score -2.897146e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -28971438.000000 Penalty: 6024.810547
	Iteration 65Q: 3 clusters Score -2.897144e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 138735 members 
Entering Unmasked Estep 
Score: -28971574.000000 Penalty: 6024.810547
	Iteration 66Q: 3 clusters Score -2.897157e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -28971586.000000 Penalty: 6024.810547
	Iteration 67Q: 3 clusters Score -2.897159e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -28971678.000000 Penalty: 6024.810547
	Iteration 68Q: 3 clusters Score -2.897168e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -28971698.000000 Penalty: 6024.810547
	Iteration 69Q: 3 clusters Score -2.89717e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -28971760.000000 Penalty: 6024.810547
	Iteration 70Q: 3 clusters Score -2.897176e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -28971800.000000 Penalty: 6024.810547
	Iteration 71Q: 3 clusters Score -2.89718e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -28971774.000000 Penalty: 6024.810547
	Iteration 72Q: 3 clusters Score -2.897177e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 135996 members 
Entering Unmasked Estep 
Score: -28971788.000000 Penalty: 6024.810547
	Iteration 73Q: 3 clusters Score -2.897179e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -28971842.000000 Penalty: 6024.810547
	Iteration 74Q: 3 clusters Score -2.897184e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -28971852.000000 Penalty: 6024.810547
	Iteration 75Q: 3 clusters Score -2.897185e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -28971852.000000 Penalty: 6024.810547
	Iteration 76Q: 3 clusters Score -2.897185e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 134640 members 
Entering Unmasked Estep 
Score: -28971894.000000 Penalty: 6024.810547
	Iteration 77Q: 3 clusters Score -2.897189e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -28971948.000000 Penalty: 6024.810547
	Iteration 78Q: 3 clusters Score -2.897195e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
Score: -28971974.000000 Penalty: 6024.810547
	Iteration 79Q: 3 clusters Score -2.897197e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 133399 members 
Entering Unmasked Estep 
Score: -28971982.000000 Penalty: 6024.810547
	Iteration 80F: 3 clusters Score -2.897198e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -28971998.000000 Penalty: 6024.810547
	Iteration 81Q: 3 clusters Score -2.8972e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -28972138.000000 Penalty: 6024.810547
	Iteration 82Q: 3 clusters Score -2.897214e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 132094 members 
Entering Unmasked Estep 
Score: -28972146.000000 Penalty: 6024.810547
	Iteration 83Q: 3 clusters Score -2.897215e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -28972144.000000 Penalty: 6024.810547
	Iteration 84Q: 3 clusters Score -2.897214e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 131194 members 
Entering Unmasked Estep 
Score: -28972204.000000 Penalty: 6024.810547
	Iteration 85Q: 3 clusters Score -2.89722e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -28972322.000000 Penalty: 6024.810547
	Iteration 86Q: 3 clusters Score -2.897232e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -28972426.000000 Penalty: 6024.810547
	Iteration 87Q: 3 clusters Score -2.897243e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -28972510.000000 Penalty: 6024.810547
	Iteration 88Q: 3 clusters Score -2.897251e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -28972516.000000 Penalty: 6024.810547
	Iteration 89Q: 3 clusters Score -2.897252e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 128534 members 
Entering Unmasked Estep 
Score: -28972630.000000 Penalty: 6024.810547
	Iteration 90Q: 3 clusters Score -2.897263e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 127808 members 
Entering Unmasked Estep 
Score: -28972768.000000 Penalty: 6024.810547
	Iteration 91Q: 3 clusters Score -2.897277e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -28972992.000000 Penalty: 6024.810547
	Iteration 92Q: 3 clusters Score -2.897299e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -28973074.000000 Penalty: 6024.810547
	Iteration 93Q: 3 clusters Score -2.897307e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 125291 members 
Entering Unmasked Estep 
Score: -28973210.000000 Penalty: 6024.810547
	Iteration 94Q: 3 clusters Score -2.897321e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -28973354.000000 Penalty: 6024.810547
	Iteration 95Q: 3 clusters Score -2.897335e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 123478 members 
Entering Unmasked Estep 
Score: -28973532.000000 Penalty: 6024.810547
	Iteration 96Q: 3 clusters Score -2.897353e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -28973682.000000 Penalty: 6024.810547
	Iteration 97Q: 3 clusters Score -2.897368e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -28973926.000000 Penalty: 6024.810547
	Iteration 98Q: 3 clusters Score -2.897393e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -28974314.000000 Penalty: 6024.810547
	Iteration 99Q: 3 clusters Score -2.897431e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.89747e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 118838 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.897496e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 117971 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.897525e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.89754e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72378 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.897577e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.897614e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.897653e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.897684e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 111916 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.897728e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.897799e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.897854e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 108400 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.897898e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.89793e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.897953e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 106073 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.897972e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.897987e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.897999e+07 nChanged 681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.89801e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.898017e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 104173 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.898034e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.898041e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.898047e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.898053e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.898054e+07 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.898059e+07 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.898058e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.898064e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.898061e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.898064e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.898063e+07 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.898054e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.898057e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.898058e+07 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.898059e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.898066e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.89807e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.898073e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.898072e+07 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.898074e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.898076e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -28980710.000000 Penalty: 6024.810547
	Iteration 140F: 3 clusters Score -2.898071e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.898067e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.898071e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -28980752.000000 Penalty: 6024.810547
	Iteration 143Q: 3 clusters Score -2.898075e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90470 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -28980816.000000 Penalty: 6024.810547
	Iteration 144Q: 3 clusters Score -2.898082e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.89808e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -28980812.000000 Penalty: 6024.810547
	Iteration 146Q: 3 clusters Score -2.898081e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.89808e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.898084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -28980862.000000 Penalty: 6024.810547
	Iteration 149Q: 3 clusters Score -2.898086e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.898081e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.898083e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.89808e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.898081e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.89808e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -28980822.000000 Penalty: 6024.810547
	Iteration 155Q: 3 clusters Score -2.898082e+07 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.898085e+07 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.898082e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -28980884.000000 Penalty: 6024.810547
	Iteration 158Q: 3 clusters Score -2.898088e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.898089e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -28980862.000000 Penalty: 6024.810547
	Iteration 160F: 3 clusters Score -2.898086e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.898088e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.898091e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 95097 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.898091e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -28980916.000000 Penalty: 6024.810547
	Iteration 164Q: 3 clusters Score -2.898092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.898094e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.898093e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.898091e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.898094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.898092e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.898092e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.898092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.898091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.898091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -28980912.000000 Penalty: 6024.810547
	Iteration 174Q: 3 clusters Score -2.898091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.898089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -28980882.000000 Penalty: 6024.810547
	Iteration 176Q: 3 clusters Score -2.898088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.89809e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.898091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -28980918.000000 Penalty: 6024.810547
	Iteration 179Q: 3 clusters Score -2.898092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -28980914.000000 Penalty: 6024.810547
	Iteration 180F: 3 clusters Score -2.898091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -28980928.000000 Penalty: 6024.810547
	Iteration 181Q: 3 clusters Score -2.898093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93907 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -28980936.000000 Penalty: 6024.810547
	Iteration 182Q: 3 clusters Score -2.898094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -28980950.000000 Penalty: 6024.810547
	Iteration 183Q: 3 clusters Score -2.898095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -28980954.000000 Penalty: 6024.810547
	Iteration 184Q: 3 clusters Score -2.898095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -28980952.000000 Penalty: 6024.810547
	Iteration 185Q: 3 clusters Score -2.898095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -28980952.000000 Penalty: 6024.810547
	Iteration 186F: 3 clusters Score -2.898095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Entering Unmasked Estep 
Score: -104139536.000000 Penalty: 106781.664062
Splitting cluster 13 changes total score from -104121584.000000 to -104139536.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (19662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Entering Unmasked Estep 
Score: -2982350.000000 Penalty: 2451.837891
	Iteration 0F: 2 clusters Score -2982350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2968543.250000 Penalty: 4903.675781
	Iteration 0F: 3 clusters Score -2968543 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2973133.500000 Penalty: 4903.675781
	Iteration 1F: 3 clusters Score -2973134 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2973639.500000 Penalty: 4903.675781
	Iteration 2F: 3 clusters Score -2973640 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2974186.250000 Penalty: 4903.675781
	Iteration 3F: 3 clusters Score -2974186 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2974904.000000 Penalty: 4903.675781
	Iteration 4F: 3 clusters Score -2974904 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2975627.750000 Penalty: 4903.675781
	Iteration 5F: 3 clusters Score -2975628 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2976288.000000 Penalty: 4903.675781
	Iteration 6F: 3 clusters Score -2976288 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2976808.000000 Penalty: 4903.675781
	Iteration 7Q: 3 clusters Score -2976808 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2977222.750000 Penalty: 4903.675781
	Iteration 8Q: 3 clusters Score -2977223 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2977640.750000 Penalty: 4903.675781
	Iteration 9Q: 3 clusters Score -2977641 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2978029.500000 Penalty: 4903.675781
	Iteration 10Q: 3 clusters Score -2978030 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2978404.500000 Penalty: 4903.675781
	Iteration 11Q: 3 clusters Score -2978404 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2978757.000000 Penalty: 4903.675781
	Iteration 12Q: 3 clusters Score -2978757 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2979101.750000 Penalty: 4903.675781
	Iteration 13Q: 3 clusters Score -2979102 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2979372.500000 Penalty: 4903.675781
	Iteration 14Q: 3 clusters Score -2979372 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2979596.000000 Penalty: 4903.675781
	Iteration 15Q: 3 clusters Score -2979596 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2979742.500000 Penalty: 4903.675781
	Iteration 16Q: 3 clusters Score -2979742 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2979836.250000 Penalty: 4903.675781
	Iteration 17Q: 3 clusters Score -2979836 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2979945.250000 Penalty: 4903.675781
	Iteration 18Q: 3 clusters Score -2979945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2980013.750000 Penalty: 4903.675781
	Iteration 19Q: 3 clusters Score -2980014 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2980078.000000 Penalty: 4903.675781
	Iteration 20F: 3 clusters Score -2980078 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2980123.250000 Penalty: 4903.675781
	Iteration 21Q: 3 clusters Score -2980123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2980160.750000 Penalty: 4903.675781
	Iteration 22Q: 3 clusters Score -2980161 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2980201.000000 Penalty: 4903.675781
	Iteration 23Q: 3 clusters Score -2980201 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2980241.750000 Penalty: 4903.675781
	Iteration 24Q: 3 clusters Score -2980242 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2980295.000000 Penalty: 4903.675781
	Iteration 25Q: 3 clusters Score -2980295 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2980356.500000 Penalty: 4903.675781
	Iteration 26Q: 3 clusters Score -2980356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2980409.500000 Penalty: 4903.675781
	Iteration 27Q: 3 clusters Score -2980410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2980468.250000 Penalty: 4903.675781
	Iteration 28Q: 3 clusters Score -2980468 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2980542.750000 Penalty: 4903.675781
	Iteration 29Q: 3 clusters Score -2980543 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2980624.000000 Penalty: 4903.675781
	Iteration 30Q: 3 clusters Score -2980624 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2980690.250000 Penalty: 4903.675781
	Iteration 31Q: 3 clusters Score -2980690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2980762.250000 Penalty: 4903.675781
	Iteration 32Q: 3 clusters Score -2980762 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2980815.500000 Penalty: 4903.675781
	Iteration 33Q: 3 clusters Score -2980816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2980859.000000 Penalty: 4903.675781
	Iteration 34Q: 3 clusters Score -2980859 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2980917.250000 Penalty: 4903.675781
	Iteration 35Q: 3 clusters Score -2980917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2980972.250000 Penalty: 4903.675781
	Iteration 36Q: 3 clusters Score -2980972 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2981029.000000 Penalty: 4903.675781
	Iteration 37Q: 3 clusters Score -2981029 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2981100.250000 Penalty: 4903.675781
	Iteration 38Q: 3 clusters Score -2981100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2981146.750000 Penalty: 4903.675781
	Iteration 39Q: 3 clusters Score -2981147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2981205.750000 Penalty: 4903.675781
	Iteration 40F: 3 clusters Score -2981206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2981273.500000 Penalty: 4903.675781
	Iteration 41Q: 3 clusters Score -2981274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2981334.500000 Penalty: 4903.675781
	Iteration 42Q: 3 clusters Score -2981334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2981392.500000 Penalty: 4903.675781
	Iteration 43Q: 3 clusters Score -2981392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2981449.750000 Penalty: 4903.675781
	Iteration 44Q: 3 clusters Score -2981450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2981499.500000 Penalty: 4903.675781
	Iteration 45Q: 3 clusters Score -2981500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2981578.000000 Penalty: 4903.675781
	Iteration 46Q: 3 clusters Score -2981578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2981653.250000 Penalty: 4903.675781
	Iteration 47Q: 3 clusters Score -2981653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2981690.500000 Penalty: 4903.675781
	Iteration 48Q: 3 clusters Score -2981690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2981740.250000 Penalty: 4903.675781
	Iteration 49Q: 3 clusters Score -2981740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2981795.250000 Penalty: 4903.675781
	Iteration 50Q: 3 clusters Score -2981795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2981843.250000 Penalty: 4903.675781
	Iteration 51Q: 3 clusters Score -2981843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2981912.750000 Penalty: 4903.675781
	Iteration 52Q: 3 clusters Score -2981913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2981948.000000 Penalty: 4903.675781
	Iteration 53Q: 3 clusters Score -2981948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2981975.750000 Penalty: 4903.675781
	Iteration 54Q: 3 clusters Score -2981976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2981993.500000 Penalty: 4903.675781
	Iteration 55Q: 3 clusters Score -2981994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2982017.500000 Penalty: 4903.675781
	Iteration 56Q: 3 clusters Score -2982018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2982035.750000 Penalty: 4903.675781
	Iteration 57Q: 3 clusters Score -2982036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2982036.250000 Penalty: 4903.675781
	Iteration 58Q: 3 clusters Score -2982036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2982042.500000 Penalty: 4903.675781
	Iteration 59Q: 3 clusters Score -2982042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2982044.750000 Penalty: 4903.675781
	Iteration 60F: 3 clusters Score -2982045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2982048.000000 Penalty: 4903.675781
	Iteration 61Q: 3 clusters Score -2982048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2982055.500000 Penalty: 4903.675781
	Iteration 62Q: 3 clusters Score -2982056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2982056.750000 Penalty: 4903.675781
	Iteration 63Q: 3 clusters Score -2982057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2982059.250000 Penalty: 4903.675781
	Iteration 64Q: 3 clusters Score -2982059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2982060.500000 Penalty: 4903.675781
	Iteration 65Q: 3 clusters Score -2982060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2982061.250000 Penalty: 4903.675781
	Iteration 66Q: 3 clusters Score -2982061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2982059.500000 Penalty: 4903.675781
	Iteration 67Q: 3 clusters Score -2982060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2982065.500000 Penalty: 4903.675781
	Iteration 68Q: 3 clusters Score -2982066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2982065.250000 Penalty: 4903.675781
	Iteration 69Q: 3 clusters Score -2982065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2982065.250000 Penalty: 4903.675781
	Iteration 70Q: 3 clusters Score -2982065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2982061.250000 Penalty: 4903.675781
	Iteration 71Q: 3 clusters Score -2982061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2982064.250000 Penalty: 4903.675781
	Iteration 72Q: 3 clusters Score -2982064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2982063.250000 Penalty: 4903.675781
	Iteration 73Q: 3 clusters Score -2982063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2982063.250000 Penalty: 4903.675781
	Iteration 74F: 3 clusters Score -2982063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Entering Unmasked Estep 
Score: -3227387.750000 Penalty: 2484.092773
	Iteration 0F: 2 clusters Score -3227388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3211788.250000 Penalty: 4968.185547
	Iteration 0F: 3 clusters Score -3211788 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3217480.750000 Penalty: 4968.185547
	Iteration 1F: 3 clusters Score -3217481 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3218266.500000 Penalty: 4968.185547
	Iteration 2F: 3 clusters Score -3218266 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3219320.500000 Penalty: 4968.185547
	Iteration 3F: 3 clusters Score -3219320 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3220447.250000 Penalty: 4968.185547
	Iteration 4F: 3 clusters Score -3220447 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3221372.500000 Penalty: 4968.185547
	Iteration 5F: 3 clusters Score -3221372 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3222056.750000 Penalty: 4968.185547
	Iteration 6F: 3 clusters Score -3222057 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3222512.000000 Penalty: 4968.185547
	Iteration 7Q: 3 clusters Score -3222512 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3222809.750000 Penalty: 4968.185547
	Iteration 8Q: 3 clusters Score -3222810 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3223074.500000 Penalty: 4968.185547
	Iteration 9Q: 3 clusters Score -3223074 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3223306.500000 Penalty: 4968.185547
	Iteration 10Q: 3 clusters Score -3223306 nChanged 491
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3223458.750000 Penalty: 4968.185547
	Iteration 11Q: 3 clusters Score -3223459 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3223581.000000 Penalty: 4968.185547
	Iteration 12Q: 3 clusters Score -3223581 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3223677.250000 Penalty: 4968.185547
	Iteration 13Q: 3 clusters Score -3223677 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3223765.500000 Penalty: 4968.185547
	Iteration 14Q: 3 clusters Score -3223766 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3223837.000000 Penalty: 4968.185547
	Iteration 15Q: 3 clusters Score -3223837 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3223920.250000 Penalty: 4968.185547
	Iteration 16Q: 3 clusters Score -3223920 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3223997.000000 Penalty: 4968.185547
	Iteration 17Q: 3 clusters Score -3223997 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3224058.750000 Penalty: 4968.185547
	Iteration 18Q: 3 clusters Score -3224059 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3224115.750000 Penalty: 4968.185547
	Iteration 19Q: 3 clusters Score -3224116 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3224154.000000 Penalty: 4968.185547
	Iteration 20F: 3 clusters Score -3224154 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3224193.000000 Penalty: 4968.185547
	Iteration 21Q: 3 clusters Score -3224193 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3224233.000000 Penalty: 4968.185547
	Iteration 22Q: 3 clusters Score -3224233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3224278.000000 Penalty: 4968.185547
	Iteration 23Q: 3 clusters Score -3224278 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3224307.250000 Penalty: 4968.185547
	Iteration 24Q: 3 clusters Score -3224307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3224358.000000 Penalty: 4968.185547
	Iteration 25Q: 3 clusters Score -3224358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3224375.500000 Penalty: 4968.185547
	Iteration 26Q: 3 clusters Score -3224376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3224419.750000 Penalty: 4968.185547
	Iteration 27Q: 3 clusters Score -3224420 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3224447.000000 Penalty: 4968.185547
	Iteration 28Q: 3 clusters Score -3224447 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3224457.000000 Penalty: 4968.185547
	Iteration 29Q: 3 clusters Score -3224457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3224481.250000 Penalty: 4968.185547
	Iteration 30Q: 3 clusters Score -3224481 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3224491.750000 Penalty: 4968.185547
	Iteration 31Q: 3 clusters Score -3224492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3224502.000000 Penalty: 4968.185547
	Iteration 32Q: 3 clusters Score -3224502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3224512.500000 Penalty: 4968.185547
	Iteration 33Q: 3 clusters Score -3224512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3224529.750000 Penalty: 4968.185547
	Iteration 34Q: 3 clusters Score -3224530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3224539.250000 Penalty: 4968.185547
	Iteration 35Q: 3 clusters Score -3224539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3224546.750000 Penalty: 4968.185547
	Iteration 36Q: 3 clusters Score -3224547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3224558.000000 Penalty: 4968.185547
	Iteration 37Q: 3 clusters Score -3224558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3224560.750000 Penalty: 4968.185547
	Iteration 38Q: 3 clusters Score -3224561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3224555.000000 Penalty: 4968.185547
	Iteration 39Q: 3 clusters Score -3224555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3224570.250000 Penalty: 4968.185547
	Iteration 40F: 3 clusters Score -3224570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3224562.500000 Penalty: 4968.185547
	Iteration 41Q: 3 clusters Score -3224562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3224568.000000 Penalty: 4968.185547
	Iteration 42Q: 3 clusters Score -3224568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3224572.250000 Penalty: 4968.185547
	Iteration 43Q: 3 clusters Score -3224572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3224577.500000 Penalty: 4968.185547
	Iteration 44Q: 3 clusters Score -3224578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3224591.250000 Penalty: 4968.185547
	Iteration 45Q: 3 clusters Score -3224591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3224588.750000 Penalty: 4968.185547
	Iteration 46Q: 3 clusters Score -3224589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3224595.750000 Penalty: 4968.185547
	Iteration 47Q: 3 clusters Score -3224596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3224604.500000 Penalty: 4968.185547
	Iteration 48Q: 3 clusters Score -3224604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3224612.000000 Penalty: 4968.185547
	Iteration 49Q: 3 clusters Score -3224612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -3224608.750000 Penalty: 4968.185547
	Iteration 50Q: 3 clusters Score -3224609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3224621.750000 Penalty: 4968.185547
	Iteration 51Q: 3 clusters Score -3224622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3224634.500000 Penalty: 4968.185547
	Iteration 52Q: 3 clusters Score -3224634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3224645.250000 Penalty: 4968.185547
	Iteration 53Q: 3 clusters Score -3224645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3224664.250000 Penalty: 4968.185547
	Iteration 54Q: 3 clusters Score -3224664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3224687.500000 Penalty: 4968.185547
	Iteration 55Q: 3 clusters Score -3224688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3224702.250000 Penalty: 4968.185547
	Iteration 56Q: 3 clusters Score -3224702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3224725.250000 Penalty: 4968.185547
	Iteration 57Q: 3 clusters Score -3224725 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3224759.000000 Penalty: 4968.185547
	Iteration 58Q: 3 clusters Score -3224759 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3224811.500000 Penalty: 4968.185547
	Iteration 59Q: 3 clusters Score -3224812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3224837.250000 Penalty: 4968.185547
	Iteration 60F: 3 clusters Score -3224837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3224895.000000 Penalty: 4968.185547
	Iteration 61Q: 3 clusters Score -3224895 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3224944.000000 Penalty: 4968.185547
	Iteration 62Q: 3 clusters Score -3224944 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3224985.000000 Penalty: 4968.185547
	Iteration 63Q: 3 clusters Score -3224985 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3225078.500000 Penalty: 4968.185547
	Iteration 64Q: 3 clusters Score -3225078 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3225149.000000 Penalty: 4968.185547
	Iteration 65Q: 3 clusters Score -3225149 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3225201.500000 Penalty: 4968.185547
	Iteration 66Q: 3 clusters Score -3225202 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3225295.250000 Penalty: 4968.185547
	Iteration 67Q: 3 clusters Score -3225295 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3225382.500000 Penalty: 4968.185547
	Iteration 68Q: 3 clusters Score -3225382 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3225456.250000 Penalty: 4968.185547
	Iteration 69Q: 3 clusters Score -3225456 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3225578.250000 Penalty: 4968.185547
	Iteration 70Q: 3 clusters Score -3225578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3225676.250000 Penalty: 4968.185547
	Iteration 71Q: 3 clusters Score -3225676 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3225748.250000 Penalty: 4968.185547
	Iteration 72Q: 3 clusters Score -3225748 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3225827.500000 Penalty: 4968.185547
	Iteration 73Q: 3 clusters Score -3225828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3225918.000000 Penalty: 4968.185547
	Iteration 74Q: 3 clusters Score -3225918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3225991.250000 Penalty: 4968.185547
	Iteration 75Q: 3 clusters Score -3225991 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3226059.750000 Penalty: 4968.185547
	Iteration 76Q: 3 clusters Score -3226060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3226103.250000 Penalty: 4968.185547
	Iteration 77Q: 3 clusters Score -3226103 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3226157.250000 Penalty: 4968.185547
	Iteration 78Q: 3 clusters Score -3226157 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3226194.250000 Penalty: 4968.185547
	Iteration 79Q: 3 clusters Score -3226194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3226233.000000 Penalty: 4968.185547
	Iteration 80F: 3 clusters Score -3226233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3226252.250000 Penalty: 4968.185547
	Iteration 81Q: 3 clusters Score -3226252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3226279.750000 Penalty: 4968.185547
	Iteration 82Q: 3 clusters Score -3226280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3226326.250000 Penalty: 4968.185547
	Iteration 83Q: 3 clusters Score -3226326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3226356.250000 Penalty: 4968.185547
	Iteration 84Q: 3 clusters Score -3226356 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3226388.000000 Penalty: 4968.185547
	Iteration 85Q: 3 clusters Score -3226388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3226417.000000 Penalty: 4968.185547
	Iteration 86Q: 3 clusters Score -3226417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3226444.750000 Penalty: 4968.185547
	Iteration 87Q: 3 clusters Score -3226445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3226468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3226494.500000 Penalty: 4968.185547
	Iteration 89Q: 3 clusters Score -3226494 nChanged 78
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Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3226498 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3226510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3226522.250000 Penalty: 4968.185547
	Iteration 92Q: 3 clusters Score -3226522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3226522 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3226532.750000 Penalty: 4968.185547
	Iteration 94Q: 3 clusters Score -3226533 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3226545.500000 Penalty: 4968.185547
	Iteration 95Q: 3 clusters Score -3226546 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3226561 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3226557.000000 Penalty: 4968.185547
	Iteration 97Q: 3 clusters Score -3226557 nChanged 29
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Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3226564.250000 Penalty: 4968.185547
	Iteration 98Q: 3 clusters Score -3226564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3226571.500000 Penalty: 4968.185547
	Iteration 99Q: 3 clusters Score -3226572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3226589.250000 Penalty: 4968.185547
	Iteration 100F: 3 clusters Score -3226589 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3226599.750000 Penalty: 4968.185547
	Iteration 101Q: 3 clusters Score -3226600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3226607.500000 Penalty: 4968.185547
	Iteration 102Q: 3 clusters Score -3226608 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3226605.500000 Penalty: 4968.185547
	Iteration 103Q: 3 clusters Score -3226606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3226611.500000 Penalty: 4968.185547
	Iteration 104Q: 3 clusters Score -3226612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3226616.500000 Penalty: 4968.185547
	Iteration 105Q: 3 clusters Score -3226616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3226627.000000 Penalty: 4968.185547
	Iteration 106Q: 3 clusters Score -3226627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3226623.250000 Penalty: 4968.185547
	Iteration 107Q: 3 clusters Score -3226623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3226633.000000 Penalty: 4968.185547
	Iteration 108Q: 3 clusters Score -3226633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3226638.750000 Penalty: 4968.185547
	Iteration 109Q: 3 clusters Score -3226639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3226643.750000 Penalty: 4968.185547
	Iteration 110Q: 3 clusters Score -3226644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3226652.750000 Penalty: 4968.185547
	Iteration 111Q: 3 clusters Score -3226653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3226650.000000 Penalty: 4968.185547
	Iteration 112Q: 3 clusters Score -3226650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3226657.750000 Penalty: 4968.185547
	Iteration 113Q: 3 clusters Score -3226658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3226664.000000 Penalty: 4968.185547
	Iteration 114Q: 3 clusters Score -3226664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3226657.000000 Penalty: 4968.185547
	Iteration 115Q: 3 clusters Score -3226657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3226657.500000 Penalty: 4968.185547
	Iteration 116Q: 3 clusters Score -3226658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3226658.500000 Penalty: 4968.185547
	Iteration 117Q: 3 clusters Score -3226658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3226657.250000 Penalty: 4968.185547
	Iteration 118Q: 3 clusters Score -3226657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3226658.500000 Penalty: 4968.185547
	Iteration 119Q: 3 clusters Score -3226658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3226655.750000 Penalty: 4968.185547
	Iteration 120F: 3 clusters Score -3226656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3226651.250000 Penalty: 4968.185547
	Iteration 121Q: 3 clusters Score -3226651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3226656.500000 Penalty: 4968.185547
	Iteration 122Q: 3 clusters Score -3226656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3226652.250000 Penalty: 4968.185547
	Iteration 123Q: 3 clusters Score -3226652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3226653.500000 Penalty: 4968.185547
	Iteration 124Q: 3 clusters Score -3226654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3226658.750000 Penalty: 4968.185547
	Iteration 125Q: 3 clusters Score -3226659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3226655.500000 Penalty: 4968.185547
	Iteration 126Q: 3 clusters Score -3226656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3226653.000000 Penalty: 4968.185547
	Iteration 127Q: 3 clusters Score -3226653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3226654.250000 Penalty: 4968.185547
	Iteration 128Q: 3 clusters Score -3226654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3226654.250000 Penalty: 4968.185547
	Iteration 129F: 3 clusters Score -3226654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Entering Unmasked Estep 
Score: -797009.937500 Penalty: 2134.635010
	Iteration 0F: 2 clusters Score -797009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -792248.562500 Penalty: 4269.270020
	Iteration 0F: 3 clusters Score -792248.6 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -793850.937500 Penalty: 4269.270020
	Iteration 1F: 3 clusters Score -793850.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -794431.000000 Penalty: 4269.270020
	Iteration 2F: 3 clusters Score -794431 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -794939.000000 Penalty: 4269.270020
	Iteration 3F: 3 clusters Score -794939 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -795456.437500 Penalty: 4269.270020
	Iteration 4F: 3 clusters Score -795456.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -796061.375000 Penalty: 4269.270020
	Iteration 5F: 3 clusters Score -796061.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -796627.937500 Penalty: 4269.270020
	Iteration 6F: 3 clusters Score -796627.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -797089.750000 Penalty: 4269.270020
	Iteration 7F: 3 clusters Score -797089.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -797490.812500 Penalty: 4269.270020
	Iteration 8Q: 3 clusters Score -797490.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -797944.625000 Penalty: 4269.270020
	Iteration 9Q: 3 clusters Score -797944.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -798325.125000 Penalty: 4269.270020
	Iteration 10Q: 3 clusters Score -798325.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -798575.500000 Penalty: 4269.270020
	Iteration 11Q: 3 clusters Score -798575.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -798791.875000 Penalty: 4269.270020
	Iteration 12Q: 3 clusters Score -798791.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -798935.687500 Penalty: 4269.270020
	Iteration 13Q: 3 clusters Score -798935.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -798996.312500 Penalty: 4269.270020
	Iteration 14Q: 3 clusters Score -798996.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -799024.062500 Penalty: 4269.270020
	Iteration 15Q: 3 clusters Score -799024.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -799040.062500 Penalty: 4269.270020
	Iteration 16Q: 3 clusters Score -799040.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -799048.625000 Penalty: 4269.270020
	Iteration 17Q: 3 clusters Score -799048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -799056.562500 Penalty: 4269.270020
	Iteration 18Q: 3 clusters Score -799056.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -799061.062500 Penalty: 4269.270020
	Iteration 19Q: 3 clusters Score -799061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -799064.062500 Penalty: 4269.270020
	Iteration 20F: 3 clusters Score -799064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -799074.812500 Penalty: 4269.270020
	Iteration 21Q: 3 clusters Score -799074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -799079.687500 Penalty: 4269.270020
	Iteration 22Q: 3 clusters Score -799079.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -799082.312500 Penalty: 4269.270020
	Iteration 23Q: 3 clusters Score -799082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -799083.250000 Penalty: 4269.270020
	Iteration 24Q: 3 clusters Score -799083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -799086.187500 Penalty: 4269.270020
	Iteration 25Q: 3 clusters Score -799086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -799089.375000 Penalty: 4269.270020
	Iteration 26Q: 3 clusters Score -799089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -799094.750000 Penalty: 4269.270020
	Iteration 27Q: 3 clusters Score -799094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -799104.500000 Penalty: 4269.270020
	Iteration 28Q: 3 clusters Score -799104.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -799112.562500 Penalty: 4269.270020
	Iteration 29Q: 3 clusters Score -799112.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -799121.937500 Penalty: 4269.270020
	Iteration 30Q: 3 clusters Score -799121.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -799125.937500 Penalty: 4269.270020
	Iteration 31Q: 3 clusters Score -799125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -799130.875000 Penalty: 4269.270020
	Iteration 32Q: 3 clusters Score -799130.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -799142.062500 Penalty: 4269.270020
	Iteration 33Q: 3 clusters Score -799142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -799152.687500 Penalty: 4269.270020
	Iteration 34Q: 3 clusters Score -799152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -799161.062500 Penalty: 4269.270020
	Iteration 35Q: 3 clusters Score -799161.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -799165.625000 Penalty: 4269.270020
	Iteration 36Q: 3 clusters Score -799165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -799168.937500 Penalty: 4269.270020
	Iteration 37Q: 3 clusters Score -799168.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -799172.250000 Penalty: 4269.270020
	Iteration 38Q: 3 clusters Score -799172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -799174.000000 Penalty: 4269.270020
	Iteration 39Q: 3 clusters Score -799174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -799175.937500 Penalty: 4269.270020
	Iteration 40F: 3 clusters Score -799175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -799176.187500 Penalty: 4269.270020
	Iteration 41Q: 3 clusters Score -799176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -799176.000000 Penalty: 4269.270020
	Iteration 42Q: 3 clusters Score -799176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -799177.312500 Penalty: 4269.270020
	Iteration 43Q: 3 clusters Score -799177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -799177.312500 Penalty: 4269.270020
	Iteration 44F: 3 clusters Score -799177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Mstep: Class 33 contains 1354 members 
Entering Unmasked Estep 
Score: -104140432.000000 Penalty: 110118.593750
Splitting cluster 16 changes total score from -104121584.000000 to -104140432.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (26967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Entering Unmasked Estep 
Score: -4029093.500000 Penalty: 2530.187500
	Iteration 0F: 2 clusters Score -4029094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4010455.000000 Penalty: 5060.375000
	Iteration 0F: 3 clusters Score -4010455 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4017522.500000 Penalty: 5060.375000
	Iteration 1F: 3 clusters Score -4017522 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -4018513.250000 Penalty: 5060.375000
	Iteration 2F: 3 clusters Score -4018513 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4019377.250000 Penalty: 5060.375000
	Iteration 3F: 3 clusters Score -4019377 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4020188.250000 Penalty: 5060.375000
	Iteration 4F: 3 clusters Score -4020188 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -4021114.000000 Penalty: 5060.375000
	Iteration 5F: 3 clusters Score -4021114 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4022257.750000 Penalty: 5060.375000
	Iteration 6F: 3 clusters Score -4022258 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4023553.250000 Penalty: 5060.375000
	Iteration 7F: 3 clusters Score -4023553 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4024808.500000 Penalty: 5060.375000
	Iteration 8F: 3 clusters Score -4024808 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4026153.250000 Penalty: 5060.375000
	Iteration 9F: 3 clusters Score -4026153 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4027589.500000 Penalty: 5060.375000
	Iteration 10F: 3 clusters Score -4027590 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4028642.750000 Penalty: 5060.375000
	Iteration 11Q: 3 clusters Score -4028643 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4029312.500000 Penalty: 5060.375000
	Iteration 12Q: 3 clusters Score -4029312 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4029613.750000 Penalty: 5060.375000
	Iteration 13Q: 3 clusters Score -4029614 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4029744.250000 Penalty: 5060.375000
	Iteration 14Q: 3 clusters Score -4029744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4029797.250000 Penalty: 5060.375000
	Iteration 15Q: 3 clusters Score -4029797 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4029815.250000 Penalty: 5060.375000
	Iteration 16Q: 3 clusters Score -4029815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -4029820.500000 Penalty: 5060.375000
	Iteration 17Q: 3 clusters Score -4029820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4029830.750000 Penalty: 5060.375000
	Iteration 18Q: 3 clusters Score -4029831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4029838.500000 Penalty: 5060.375000
	Iteration 19Q: 3 clusters Score -4029838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4029834.500000 Penalty: 5060.375000
	Iteration 20F: 3 clusters Score -4029834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4029847.000000 Penalty: 5060.375000
	Iteration 21Q: 3 clusters Score -4029847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4029859.250000 Penalty: 5060.375000
	Iteration 22Q: 3 clusters Score -4029859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4029858.500000 Penalty: 5060.375000
	Iteration 23Q: 3 clusters Score -4029858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4029856.250000 Penalty: 5060.375000
	Iteration 24Q: 3 clusters Score -4029856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4029855.750000 Penalty: 5060.375000
	Iteration 25Q: 3 clusters Score -4029856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4029861.750000 Penalty: 5060.375000
	Iteration 26Q: 3 clusters Score -4029862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4029859.250000 Penalty: 5060.375000
	Iteration 27Q: 3 clusters Score -4029859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4029858.000000 Penalty: 5060.375000
	Iteration 28Q: 3 clusters Score -4029858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4029858.750000 Penalty: 5060.375000
	Iteration 29Q: 3 clusters Score -4029859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4029863.000000 Penalty: 5060.375000
	Iteration 30Q: 3 clusters Score -4029863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4029867.500000 Penalty: 5060.375000
	Iteration 31Q: 3 clusters Score -4029868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4029867.500000 Penalty: 5060.375000
	Iteration 32F: 3 clusters Score -4029868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Mstep: Class 33 contains 1354 members 
Mstep: Class 34 contains 10907 members 
Entering Unmasked Estep 
Score: -104140392.000000 Penalty: 113455.515625
Splitting cluster 17 changes total score from -104121584.000000 to -104140392.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (18460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Entering Unmasked Estep 
Score: -2814603.500000 Penalty: 2436.193604
	Iteration 0F: 2 clusters Score -2814604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2801465.250000 Penalty: 4872.387207
	Iteration 0F: 3 clusters Score -2801465 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2805705.750000 Penalty: 4872.387207
	Iteration 1F: 3 clusters Score -2805706 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2806164.750000 Penalty: 4872.387207
	Iteration 2F: 3 clusters Score -2806165 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2806639.750000 Penalty: 4872.387207
	Iteration 3F: 3 clusters Score -2806640 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2807198.000000 Penalty: 4872.387207
	Iteration 4F: 3 clusters Score -2807198 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2807871.750000 Penalty: 4872.387207
	Iteration 5F: 3 clusters Score -2807872 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2808642.750000 Penalty: 4872.387207
	Iteration 6F: 3 clusters Score -2808643 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2809426.250000 Penalty: 4872.387207
	Iteration 7F: 3 clusters Score -2809426 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2810241.250000 Penalty: 4872.387207
	Iteration 8F: 3 clusters Score -2810241 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2810905.500000 Penalty: 4872.387207
	Iteration 9F: 3 clusters Score -2810906 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2811299.500000 Penalty: 4872.387207
	Iteration 10Q: 3 clusters Score -2811300 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2811513.500000 Penalty: 4872.387207
	Iteration 11Q: 3 clusters Score -2811514 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2811622.750000 Penalty: 4872.387207
	Iteration 12Q: 3 clusters Score -2811623 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2811675.500000 Penalty: 4872.387207
	Iteration 13Q: 3 clusters Score -2811676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2811716.750000 Penalty: 4872.387207
	Iteration 14Q: 3 clusters Score -2811717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2811743.750000 Penalty: 4872.387207
	Iteration 15Q: 3 clusters Score -2811744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2811769.250000 Penalty: 4872.387207
	Iteration 16Q: 3 clusters Score -2811769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2811789.000000 Penalty: 4872.387207
	Iteration 17Q: 3 clusters Score -2811789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2811825.250000 Penalty: 4872.387207
	Iteration 18Q: 3 clusters Score -2811825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2811844.500000 Penalty: 4872.387207
	Iteration 19Q: 3 clusters Score -2811844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2811881.250000 Penalty: 4872.387207
	Iteration 20F: 3 clusters Score -2811881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2811923.250000 Penalty: 4872.387207
	Iteration 21Q: 3 clusters Score -2811923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2811983.000000 Penalty: 4872.387207
	Iteration 22Q: 3 clusters Score -2811983 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2812054.250000 Penalty: 4872.387207
	Iteration 23Q: 3 clusters Score -2812054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2812128.000000 Penalty: 4872.387207
	Iteration 24Q: 3 clusters Score -2812128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2812222.250000 Penalty: 4872.387207
	Iteration 25Q: 3 clusters Score -2812222 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2812288.750000 Penalty: 4872.387207
	Iteration 26Q: 3 clusters Score -2812289 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2812335.000000 Penalty: 4872.387207
	Iteration 27Q: 3 clusters Score -2812335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2812383.250000 Penalty: 4872.387207
	Iteration 28Q: 3 clusters Score -2812383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2812417.250000 Penalty: 4872.387207
	Iteration 29Q: 3 clusters Score -2812417 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2812431.500000 Penalty: 4872.387207
	Iteration 30Q: 3 clusters Score -2812432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2812455.750000 Penalty: 4872.387207
	Iteration 31Q: 3 clusters Score -2812456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2812474.000000 Penalty: 4872.387207
	Iteration 32Q: 3 clusters Score -2812474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2812487.250000 Penalty: 4872.387207
	Iteration 33Q: 3 clusters Score -2812487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2812492.000000 Penalty: 4872.387207
	Iteration 34Q: 3 clusters Score -2812492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2812497.000000 Penalty: 4872.387207
	Iteration 35Q: 3 clusters Score -2812497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2812501.250000 Penalty: 4872.387207
	Iteration 36Q: 3 clusters Score -2812501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2812511.500000 Penalty: 4872.387207
	Iteration 37Q: 3 clusters Score -2812512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2812523.500000 Penalty: 4872.387207
	Iteration 38Q: 3 clusters Score -2812524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2812523.250000 Penalty: 4872.387207
	Iteration 39Q: 3 clusters Score -2812523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2812529.250000 Penalty: 4872.387207
	Iteration 40F: 3 clusters Score -2812529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2812528.000000 Penalty: 4872.387207
	Iteration 41Q: 3 clusters Score -2812528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2812528.250000 Penalty: 4872.387207
	Iteration 42Q: 3 clusters Score -2812528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2812531.750000 Penalty: 4872.387207
	Iteration 43Q: 3 clusters Score -2812532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2812529.750000 Penalty: 4872.387207
	Iteration 44Q: 3 clusters Score -2812530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2812537.000000 Penalty: 4872.387207
	Iteration 45Q: 3 clusters Score -2812537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2812532.250000 Penalty: 4872.387207
	Iteration 46Q: 3 clusters Score -2812532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2812530.750000 Penalty: 4872.387207
	Iteration 47Q: 3 clusters Score -2812531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2812529.000000 Penalty: 4872.387207
	Iteration 48Q: 3 clusters Score -2812529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2812530.750000 Penalty: 4872.387207
	Iteration 49Q: 3 clusters Score -2812531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2812530.750000 Penalty: 4872.387207
	Iteration 50F: 3 clusters Score -2812531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -578594.062500 Penalty: 2036.985840
	Iteration 0F: 2 clusters Score -578594.1 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 1827 members 
Entering Unmasked Estep 
Score: -574871.812500 Penalty: 4073.971680
	Iteration 0F: 3 clusters Score -574871.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -575671.687500 Penalty: 4073.971680
	Iteration 1F: 3 clusters Score -575671.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -575829.937500 Penalty: 4073.971680
	Iteration 2F: 3 clusters Score -575829.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -575919.250000 Penalty: 4073.971680
	Iteration 3Q: 3 clusters Score -575919.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -575977.000000 Penalty: 4073.971680
	Iteration 4Q: 3 clusters Score -575977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -576019.500000 Penalty: 4073.971680
	Iteration 5Q: 3 clusters Score -576019.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -576058.125000 Penalty: 4073.971680
	Iteration 6Q: 3 clusters Score -576058.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -576089.000000 Penalty: 4073.971680
	Iteration 7Q: 3 clusters Score -576089 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -576112.687500 Penalty: 4073.971680
	Iteration 8Q: 3 clusters Score -576112.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -576130.875000 Penalty: 4073.971680
	Iteration 9Q: 3 clusters Score -576130.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -576145.437500 Penalty: 4073.971680
	Iteration 10Q: 3 clusters Score -576145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -576156.437500 Penalty: 4073.971680
	Iteration 11Q: 3 clusters Score -576156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -576166.437500 Penalty: 4073.971680
	Iteration 12Q: 3 clusters Score -576166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -576174.250000 Penalty: 4073.971680
	Iteration 13Q: 3 clusters Score -576174.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -576182.625000 Penalty: 4073.971680
	Iteration 14Q: 3 clusters Score -576182.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -576186.750000 Penalty: 4073.971680
	Iteration 15Q: 3 clusters Score -576186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -576191.625000 Penalty: 4073.971680
	Iteration 16Q: 3 clusters Score -576191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -576195.750000 Penalty: 4073.971680
	Iteration 17Q: 3 clusters Score -576195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -576200.750000 Penalty: 4073.971680
	Iteration 18Q: 3 clusters Score -576200.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -576207.125000 Penalty: 4073.971680
	Iteration 19Q: 3 clusters Score -576207.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -576215.750000 Penalty: 4073.971680
	Iteration 20F: 3 clusters Score -576215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -576221.937500 Penalty: 4073.971680
	Iteration 21Q: 3 clusters Score -576221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -576227.812500 Penalty: 4073.971680
	Iteration 22Q: 3 clusters Score -576227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -576232.812500 Penalty: 4073.971680
	Iteration 23Q: 3 clusters Score -576232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -576236.375000 Penalty: 4073.971680
	Iteration 24Q: 3 clusters Score -576236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -576240.937500 Penalty: 4073.971680
	Iteration 25Q: 3 clusters Score -576240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -576243.937500 Penalty: 4073.971680
	Iteration 26Q: 3 clusters Score -576243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -576245.625000 Penalty: 4073.971680
	Iteration 27Q: 3 clusters Score -576245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -576246.875000 Penalty: 4073.971680
	Iteration 28Q: 3 clusters Score -576246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -576248.562500 Penalty: 4073.971680
	Iteration 29Q: 3 clusters Score -576248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -576248.125000 Penalty: 4073.971680
	Iteration 30Q: 3 clusters Score -576248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -576248.250000 Penalty: 4073.971680
	Iteration 31Q: 3 clusters Score -576248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -576249.875000 Penalty: 4073.971680
	Iteration 32Q: 3 clusters Score -576249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -576250.562500 Penalty: 4073.971680
	Iteration 33Q: 3 clusters Score -576250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -576249.562500 Penalty: 4073.971680
	Iteration 34Q: 3 clusters Score -576249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -576249.562500 Penalty: 4073.971680
	Iteration 35F: 3 clusters Score -576249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -378164.812500 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -378164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -375159.875000 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -375159.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -375753.500000 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -375753.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -375904.156250 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -375904.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375994.562500 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -375994.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -376076.093750 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -376076.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -376148.187500 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -376148.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -376196.000000 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -376196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376236.250000 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -376236.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376257.250000 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -376257.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376276.531250 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -376276.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376295.218750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -376295.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376312.281250 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -376312.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376324.750000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -376324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376338.468750 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -376338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -376354.843750 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -376354.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -376377.843750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -376377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -376400.812500 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -376400.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -376420.250000 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -376420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -376430.968750 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -376431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -376436.843750 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -376436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -376440.250000 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -376440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -376448.156250 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -376448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -376452.562500 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -376452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -376457.968750 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -376458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -376463.093750 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -376463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -376465.562500 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -376465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -376466.343750 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -376466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -376468.000000 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -376468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376468.750000 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -376468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -376470.281250 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -376470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -376474.031250 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -376474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -376477.468750 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -376477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376480.375000 Penalty: 3898.843262
	Iteration 32Q: 3 clusters Score -376480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -376483.062500 Penalty: 3898.843262
	Iteration 33Q: 3 clusters Score -376483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -376484.000000 Penalty: 3898.843262
	Iteration 34Q: 3 clusters Score -376484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376484.031250 Penalty: 3898.843262
	Iteration 35Q: 3 clusters Score -376484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -376484.625000 Penalty: 3898.843262
	Iteration 36Q: 3 clusters Score -376484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376484.875000 Penalty: 3898.843262
	Iteration 37Q: 3 clusters Score -376484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376484.875000 Penalty: 3898.843262
	Iteration 38F: 3 clusters Score -376484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -1693884.125000 Penalty: 2312.955322
	Iteration 0F: 2 clusters Score -1693884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1685402.625000 Penalty: 4625.910645
	Iteration 0F: 3 clusters Score -1685403 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1687866.375000 Penalty: 4625.910645
	Iteration 1F: 3 clusters Score -1687866 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1688105.750000 Penalty: 4625.910645
	Iteration 2F: 3 clusters Score -1688106 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1688296.750000 Penalty: 4625.910645
	Iteration 3Q: 3 clusters Score -1688297 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1688433.250000 Penalty: 4625.910645
	Iteration 4Q: 3 clusters Score -1688433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1688551.500000 Penalty: 4625.910645
	Iteration 5Q: 3 clusters Score -1688552 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1688634.625000 Penalty: 4625.910645
	Iteration 6Q: 3 clusters Score -1688635 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1688686.125000 Penalty: 4625.910645
	Iteration 7Q: 3 clusters Score -1688686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1688724.750000 Penalty: 4625.910645
	Iteration 8Q: 3 clusters Score -1688725 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1688767.250000 Penalty: 4625.910645
	Iteration 9Q: 3 clusters Score -1688767 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1688803.250000 Penalty: 4625.910645
	Iteration 10Q: 3 clusters Score -1688803 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1688847.375000 Penalty: 4625.910645
	Iteration 11Q: 3 clusters Score -1688847 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1688882.750000 Penalty: 4625.910645
	Iteration 12Q: 3 clusters Score -1688883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1688921.125000 Penalty: 4625.910645
	Iteration 13Q: 3 clusters Score -1688921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1688947.750000 Penalty: 4625.910645
	Iteration 14Q: 3 clusters Score -1688948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1688977.625000 Penalty: 4625.910645
	Iteration 15Q: 3 clusters Score -1688978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1689001.000000 Penalty: 4625.910645
	Iteration 16Q: 3 clusters Score -1689001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1689044.875000 Penalty: 4625.910645
	Iteration 17Q: 3 clusters Score -1689045 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1689081.875000 Penalty: 4625.910645
	Iteration 18Q: 3 clusters Score -1689082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1689139.500000 Penalty: 4625.910645
	Iteration 19Q: 3 clusters Score -1689140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1689196.375000 Penalty: 4625.910645
	Iteration 20F: 3 clusters Score -1689196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1689260.500000 Penalty: 4625.910645
	Iteration 21Q: 3 clusters Score -1689260 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1689345.000000 Penalty: 4625.910645
	Iteration 22Q: 3 clusters Score -1689345 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1689467.125000 Penalty: 4625.910645
	Iteration 23Q: 3 clusters Score -1689467 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1689614.125000 Penalty: 4625.910645
	Iteration 24Q: 3 clusters Score -1689614 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1689785.125000 Penalty: 4625.910645
	Iteration 25Q: 3 clusters Score -1689785 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1689962.625000 Penalty: 4625.910645
	Iteration 26Q: 3 clusters Score -1689963 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1690159.000000 Penalty: 4625.910645
	Iteration 27Q: 3 clusters Score -1690159 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1690344.500000 Penalty: 4625.910645
	Iteration 28Q: 3 clusters Score -1690344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1690515.625000 Penalty: 4625.910645
	Iteration 29Q: 3 clusters Score -1690516 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1690683.375000 Penalty: 4625.910645
	Iteration 30Q: 3 clusters Score -1690683 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1690827.000000 Penalty: 4625.910645
	Iteration 31Q: 3 clusters Score -1690827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1690950.250000 Penalty: 4625.910645
	Iteration 32Q: 3 clusters Score -1690950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1691063.375000 Penalty: 4625.910645
	Iteration 33Q: 3 clusters Score -1691063 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1691174.750000 Penalty: 4625.910645
	Iteration 34Q: 3 clusters Score -1691175 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1691312.250000 Penalty: 4625.910645
	Iteration 35Q: 3 clusters Score -1691312 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1691419.250000 Penalty: 4625.910645
	Iteration 36Q: 3 clusters Score -1691419 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1691498.250000 Penalty: 4625.910645
	Iteration 37Q: 3 clusters Score -1691498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1691555.750000 Penalty: 4625.910645
	Iteration 38Q: 3 clusters Score -1691556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1691602.000000 Penalty: 4625.910645
	Iteration 39Q: 3 clusters Score -1691602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1691650.125000 Penalty: 4625.910645
	Iteration 40F: 3 clusters Score -1691650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1691684.375000 Penalty: 4625.910645
	Iteration 41Q: 3 clusters Score -1691684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1691719.375000 Penalty: 4625.910645
	Iteration 42Q: 3 clusters Score -1691719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1691748.875000 Penalty: 4625.910645
	Iteration 43Q: 3 clusters Score -1691749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1691769.500000 Penalty: 4625.910645
	Iteration 44Q: 3 clusters Score -1691770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1691788.250000 Penalty: 4625.910645
	Iteration 45Q: 3 clusters Score -1691788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1691795.875000 Penalty: 4625.910645
	Iteration 46Q: 3 clusters Score -1691796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1691810.375000 Penalty: 4625.910645
	Iteration 47Q: 3 clusters Score -1691810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1691814.625000 Penalty: 4625.910645
	Iteration 48Q: 3 clusters Score -1691815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1691821.875000 Penalty: 4625.910645
	Iteration 49Q: 3 clusters Score -1691822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1691824.250000 Penalty: 4625.910645
	Iteration 50Q: 3 clusters Score -1691824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1691827.625000 Penalty: 4625.910645
	Iteration 51Q: 3 clusters Score -1691828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1691830.750000 Penalty: 4625.910645
	Iteration 52Q: 3 clusters Score -1691831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1691835.625000 Penalty: 4625.910645
	Iteration 53Q: 3 clusters Score -1691836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1691836.750000 Penalty: 4625.910645
	Iteration 54Q: 3 clusters Score -1691837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1691837.375000 Penalty: 4625.910645
	Iteration 55Q: 3 clusters Score -1691837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1691838.375000 Penalty: 4625.910645
	Iteration 56Q: 3 clusters Score -1691838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1691841.875000 Penalty: 4625.910645
	Iteration 57Q: 3 clusters Score -1691842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1691843.250000 Penalty: 4625.910645
	Iteration 58Q: 3 clusters Score -1691843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1691839.500000 Penalty: 4625.910645
	Iteration 59Q: 3 clusters Score -1691840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1691839.625000 Penalty: 4625.910645
	Iteration 60F: 3 clusters Score -1691840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1691838.250000 Penalty: 4625.910645
	Iteration 61Q: 3 clusters Score -1691838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1691838.625000 Penalty: 4625.910645
	Iteration 62Q: 3 clusters Score -1691839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1691838.000000 Penalty: 4625.910645
	Iteration 63Q: 3 clusters Score -1691838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1691842.250000 Penalty: 4625.910645
	Iteration 64Q: 3 clusters Score -1691842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1691843.250000 Penalty: 4625.910645
	Iteration 65Q: 3 clusters Score -1691843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1691843.875000 Penalty: 4625.910645
	Iteration 66Q: 3 clusters Score -1691844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1691843.875000 Penalty: 4625.910645
	Iteration 67Q: 3 clusters Score -1691844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1691842.500000 Penalty: 4625.910645
	Iteration 68Q: 3 clusters Score -1691842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1691843.375000 Penalty: 4625.910645
	Iteration 69Q: 3 clusters Score -1691843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1691844.000000 Penalty: 4625.910645
	Iteration 70Q: 3 clusters Score -1691844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1691843.875000 Penalty: 4625.910645
	Iteration 71Q: 3 clusters Score -1691844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1691841.625000 Penalty: 4625.910645
	Iteration 72Q: 3 clusters Score -1691842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1691844.000000 Penalty: 4625.910645
	Iteration 73Q: 3 clusters Score -1691844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1691842.375000 Penalty: 4625.910645
	Iteration 74Q: 3 clusters Score -1691842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1691845.250000 Penalty: 4625.910645
	Iteration 75Q: 3 clusters Score -1691845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1691846.875000 Penalty: 4625.910645
	Iteration 76Q: 3 clusters Score -1691847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1691846.625000 Penalty: 4625.910645
	Iteration 77Q: 3 clusters Score -1691847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1691846.625000 Penalty: 4625.910645
	Iteration 78F: 3 clusters Score -1691847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -157893.421875 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -157893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155893.390625 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -155893.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157010.625000 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -157010.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158343.625000 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -158343.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160102.281250 Penalty: 3526.094727
	Iteration 3F: 3 clusters Score -160102.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160702.187500 Penalty: 3526.094727
	Iteration 4F: 3 clusters Score -160702.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160970.265625 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -160970.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -161043.218750 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -161043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161080.421875 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -161080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -161090.968750 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -161091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -161092.875000 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -161092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161096.484375 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -161096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161101.343750 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -161101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -161105.703125 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -161105.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -161116.500000 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -161116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -161133.406250 Penalty: 3526.094727
	Iteration 14Q: 3 clusters Score -161133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161180.375000 Penalty: 3526.094727
	Iteration 15Q: 3 clusters Score -161180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161279.453125 Penalty: 3526.094727
	Iteration 16Q: 3 clusters Score -161279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161304.984375 Penalty: 3526.094727
	Iteration 17Q: 3 clusters Score -161305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161304.984375 Penalty: 3526.094727
	Iteration 18F: 3 clusters Score -161305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Mstep: Class 33 contains 1354 members 
Mstep: Class 34 contains 10907 members 
Mstep: Class 35 contains 850 members 
Entering Unmasked Estep 
Score: -104141864.000000 Penalty: 116792.445312
Splitting cluster 22 changes total score from -104121584.000000 to -104141864.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (26851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Entering Unmasked Estep 
Score: -4071609.500000 Penalty: 2529.118408
	Iteration 0F: 2 clusters Score -4071610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4053056.000000 Penalty: 5058.236816
	Iteration 0F: 3 clusters Score -4053056 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4059639.500000 Penalty: 5058.236816
	Iteration 1F: 3 clusters Score -4059640 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4060147.750000 Penalty: 5058.236816
	Iteration 2F: 3 clusters Score -4060148 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4060621.500000 Penalty: 5058.236816
	Iteration 3Q: 3 clusters Score -4060622 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4061131.750000 Penalty: 5058.236816
	Iteration 4Q: 3 clusters Score -4061132 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4061800.000000 Penalty: 5058.236816
	Iteration 5Q: 3 clusters Score -4061800 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -4062754.750000 Penalty: 5058.236816
	Iteration 6F: 3 clusters Score -4062755 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4063988.250000 Penalty: 5058.236816
	Iteration 7F: 3 clusters Score -4063988 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4065452.750000 Penalty: 5058.236816
	Iteration 8F: 3 clusters Score -4065453 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4066696.000000 Penalty: 5058.236816
	Iteration 9F: 3 clusters Score -4066696 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4067614.250000 Penalty: 5058.236816
	Iteration 10Q: 3 clusters Score -4067614 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4068218.000000 Penalty: 5058.236816
	Iteration 11Q: 3 clusters Score -4068218 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4068551.000000 Penalty: 5058.236816
	Iteration 12Q: 3 clusters Score -4068551 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4068768.750000 Penalty: 5058.236816
	Iteration 13Q: 3 clusters Score -4068769 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4068917.250000 Penalty: 5058.236816
	Iteration 14Q: 3 clusters Score -4068917 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4068993.250000 Penalty: 5058.236816
	Iteration 15Q: 3 clusters Score -4068993 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4069057.250000 Penalty: 5058.236816
	Iteration 16Q: 3 clusters Score -4069057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4069102.500000 Penalty: 5058.236816
	Iteration 17Q: 3 clusters Score -4069102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4069132.500000 Penalty: 5058.236816
	Iteration 18Q: 3 clusters Score -4069132 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4069159.000000 Penalty: 5058.236816
	Iteration 19Q: 3 clusters Score -4069159 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4069209.250000 Penalty: 5058.236816
	Iteration 20F: 3 clusters Score -4069209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4069235.000000 Penalty: 5058.236816
	Iteration 21Q: 3 clusters Score -4069235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4069255.000000 Penalty: 5058.236816
	Iteration 22Q: 3 clusters Score -4069255 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4069274.750000 Penalty: 5058.236816
	Iteration 23Q: 3 clusters Score -4069275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4069290.250000 Penalty: 5058.236816
	Iteration 24Q: 3 clusters Score -4069290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4069317.000000 Penalty: 5058.236816
	Iteration 25Q: 3 clusters Score -4069317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4069333.250000 Penalty: 5058.236816
	Iteration 26Q: 3 clusters Score -4069333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4069344.500000 Penalty: 5058.236816
	Iteration 27Q: 3 clusters Score -4069344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4069358.750000 Penalty: 5058.236816
	Iteration 28Q: 3 clusters Score -4069359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4069377.750000 Penalty: 5058.236816
	Iteration 29Q: 3 clusters Score -4069378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4069380.000000 Penalty: 5058.236816
	Iteration 30Q: 3 clusters Score -4069380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4069396.000000 Penalty: 5058.236816
	Iteration 31Q: 3 clusters Score -4069396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4069394.250000 Penalty: 5058.236816
	Iteration 32Q: 3 clusters Score -4069394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4069399.500000 Penalty: 5058.236816
	Iteration 33Q: 3 clusters Score -4069400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4069403.000000 Penalty: 5058.236816
	Iteration 34Q: 3 clusters Score -4069403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4069411.000000 Penalty: 5058.236816
	Iteration 35Q: 3 clusters Score -4069411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4069420.500000 Penalty: 5058.236816
	Iteration 36Q: 3 clusters Score -4069420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4069429.000000 Penalty: 5058.236816
	Iteration 37Q: 3 clusters Score -4069429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4069430.500000 Penalty: 5058.236816
	Iteration 38Q: 3 clusters Score -4069430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4069442.000000 Penalty: 5058.236816
	Iteration 39Q: 3 clusters Score -4069442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4069443.500000 Penalty: 5058.236816
	Iteration 40F: 3 clusters Score -4069444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4069449.750000 Penalty: 5058.236816
	Iteration 41Q: 3 clusters Score -4069450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4069461.250000 Penalty: 5058.236816
	Iteration 42Q: 3 clusters Score -4069461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4069462.000000 Penalty: 5058.236816
	Iteration 43Q: 3 clusters Score -4069462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4069469.000000 Penalty: 5058.236816
	Iteration 44Q: 3 clusters Score -4069469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4069473.500000 Penalty: 5058.236816
	Iteration 45Q: 3 clusters Score -4069474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4069477.750000 Penalty: 5058.236816
	Iteration 46Q: 3 clusters Score -4069478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4069470.750000 Penalty: 5058.236816
	Iteration 47Q: 3 clusters Score -4069471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4069471.000000 Penalty: 5058.236816
	Iteration 48Q: 3 clusters Score -4069471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4069469.750000 Penalty: 5058.236816
	Iteration 49Q: 3 clusters Score -4069470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4069469.500000 Penalty: 5058.236816
	Iteration 50Q: 3 clusters Score -4069470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4069465.000000 Penalty: 5058.236816
	Iteration 51Q: 3 clusters Score -4069465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4069471.000000 Penalty: 5058.236816
	Iteration 52Q: 3 clusters Score -4069471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4069473.500000 Penalty: 5058.236816
	Iteration 53Q: 3 clusters Score -4069474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4069474.500000 Penalty: 5058.236816
	Iteration 54Q: 3 clusters Score -4069474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4069470.750000 Penalty: 5058.236816
	Iteration 55Q: 3 clusters Score -4069471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4069471.000000 Penalty: 5058.236816
	Iteration 56Q: 3 clusters Score -4069471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4069479.750000 Penalty: 5058.236816
	Iteration 57Q: 3 clusters Score -4069480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4069478.000000 Penalty: 5058.236816
	Iteration 58Q: 3 clusters Score -4069478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4069477.500000 Penalty: 5058.236816
	Iteration 59Q: 3 clusters Score -4069478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4069474.000000 Penalty: 5058.236816
	Iteration 60F: 3 clusters Score -4069474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4069478.000000 Penalty: 5058.236816
	Iteration 61Q: 3 clusters Score -4069478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4069481.250000 Penalty: 5058.236816
	Iteration 62Q: 3 clusters Score -4069481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4069484.750000 Penalty: 5058.236816
	Iteration 63Q: 3 clusters Score -4069485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4069486.000000 Penalty: 5058.236816
	Iteration 64Q: 3 clusters Score -4069486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4069490.000000 Penalty: 5058.236816
	Iteration 65Q: 3 clusters Score -4069490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4069491.000000 Penalty: 5058.236816
	Iteration 66Q: 3 clusters Score -4069491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4069491.000000 Penalty: 5058.236816
	Iteration 67F: 3 clusters Score -4069491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Entering Unmasked Estep 
Score: -1735106.000000 Penalty: 2341.893066
	Iteration 0F: 2 clusters Score -1735106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1725771.750000 Penalty: 4683.786133
	Iteration 0F: 3 clusters Score -1725772 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1729052.000000 Penalty: 4683.786133
	Iteration 1F: 3 clusters Score -1729052 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1729689.500000 Penalty: 4683.786133
	Iteration 2F: 3 clusters Score -1729690 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1730227.500000 Penalty: 4683.786133
	Iteration 3F: 3 clusters Score -1730228 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1730801.875000 Penalty: 4683.786133
	Iteration 4F: 3 clusters Score -1730802 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1731453.250000 Penalty: 4683.786133
	Iteration 5F: 3 clusters Score -1731453 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1731955.750000 Penalty: 4683.786133
	Iteration 6F: 3 clusters Score -1731956 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1732431.625000 Penalty: 4683.786133
	Iteration 7Q: 3 clusters Score -1732432 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1732834.500000 Penalty: 4683.786133
	Iteration 8Q: 3 clusters Score -1732834 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1733141.500000 Penalty: 4683.786133
	Iteration 9Q: 3 clusters Score -1733142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1733390.875000 Penalty: 4683.786133
	Iteration 10Q: 3 clusters Score -1733391 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1733595.625000 Penalty: 4683.786133
	Iteration 11Q: 3 clusters Score -1733596 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1733776.000000 Penalty: 4683.786133
	Iteration 12Q: 3 clusters Score -1733776 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1733963.250000 Penalty: 4683.786133
	Iteration 13Q: 3 clusters Score -1733963 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1734133.875000 Penalty: 4683.786133
	Iteration 14Q: 3 clusters Score -1734134 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1734291.625000 Penalty: 4683.786133
	Iteration 15Q: 3 clusters Score -1734292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1734389.625000 Penalty: 4683.786133
	Iteration 16Q: 3 clusters Score -1734390 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1734455.000000 Penalty: 4683.786133
	Iteration 17Q: 3 clusters Score -1734455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1734500.875000 Penalty: 4683.786133
	Iteration 18Q: 3 clusters Score -1734501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1734540.875000 Penalty: 4683.786133
	Iteration 19Q: 3 clusters Score -1734541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1734575.875000 Penalty: 4683.786133
	Iteration 20F: 3 clusters Score -1734576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1734602.875000 Penalty: 4683.786133
	Iteration 21Q: 3 clusters Score -1734603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1734620.250000 Penalty: 4683.786133
	Iteration 22Q: 3 clusters Score -1734620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1734635.375000 Penalty: 4683.786133
	Iteration 23Q: 3 clusters Score -1734635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1734646.125000 Penalty: 4683.786133
	Iteration 24Q: 3 clusters Score -1734646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1734650.625000 Penalty: 4683.786133
	Iteration 25Q: 3 clusters Score -1734651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1734660.500000 Penalty: 4683.786133
	Iteration 26Q: 3 clusters Score -1734660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1734668.625000 Penalty: 4683.786133
	Iteration 27Q: 3 clusters Score -1734669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1734666.000000 Penalty: 4683.786133
	Iteration 28Q: 3 clusters Score -1734666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1734666.125000 Penalty: 4683.786133
	Iteration 29Q: 3 clusters Score -1734666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1734666.375000 Penalty: 4683.786133
	Iteration 30Q: 3 clusters Score -1734666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1734673.125000 Penalty: 4683.786133
	Iteration 31Q: 3 clusters Score -1734673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1734673.625000 Penalty: 4683.786133
	Iteration 32Q: 3 clusters Score -1734674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1734672.000000 Penalty: 4683.786133
	Iteration 33Q: 3 clusters Score -1734672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1734669.750000 Penalty: 4683.786133
	Iteration 34Q: 3 clusters Score -1734670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1734672.750000 Penalty: 4683.786133
	Iteration 35Q: 3 clusters Score -1734673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1734671.500000 Penalty: 4683.786133
	Iteration 36Q: 3 clusters Score -1734672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1734672.000000 Penalty: 4683.786133
	Iteration 37Q: 3 clusters Score -1734672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1734671.875000 Penalty: 4683.786133
	Iteration 38Q: 3 clusters Score -1734672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1734671.875000 Penalty: 4683.786133
	Iteration 39F: 3 clusters Score -1734672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Entering Unmasked Estep 
Score: -5477694.000000 Penalty: 2602.949463
	Iteration 0F: 2 clusters Score -5477694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5453064.500000 Penalty: 5205.898926
	Iteration 0F: 3 clusters Score -5453064 nChanged 16534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -5462106.500000 Penalty: 5205.898926
	Iteration 1F: 3 clusters Score -5462106 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5462727.500000 Penalty: 5205.898926
	Iteration 2Q: 3 clusters Score -5462728 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5463388.000000 Penalty: 5205.898926
	Iteration 3Q: 3 clusters Score -5463388 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5464135.000000 Penalty: 5205.898926
	Iteration 4Q: 3 clusters Score -5464135 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -5464950.000000 Penalty: 5205.898926
	Iteration 5Q: 3 clusters Score -5464950 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5465802.000000 Penalty: 5205.898926
	Iteration 6Q: 3 clusters Score -5465802 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5466717.500000 Penalty: 5205.898926
	Iteration 7F: 3 clusters Score -5466718 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5467707.000000 Penalty: 5205.898926
	Iteration 8F: 3 clusters Score -5467707 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5468878.000000 Penalty: 5205.898926
	Iteration 9F: 3 clusters Score -5468878 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -5470065.500000 Penalty: 5205.898926
	Iteration 10Q: 3 clusters Score -5470066 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5471271.500000 Penalty: 5205.898926
	Iteration 11Q: 3 clusters Score -5471272 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5472328.000000 Penalty: 5205.898926
	Iteration 12Q: 3 clusters Score -5472328 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -5473204.000000 Penalty: 5205.898926
	Iteration 13Q: 3 clusters Score -5473204 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5473777.000000 Penalty: 5205.898926
	Iteration 14Q: 3 clusters Score -5473777 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5474192.000000 Penalty: 5205.898926
	Iteration 15Q: 3 clusters Score -5474192 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5474588.500000 Penalty: 5205.898926
	Iteration 16Q: 3 clusters Score -5474588 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5474930.500000 Penalty: 5205.898926
	Iteration 17Q: 3 clusters Score -5474930 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5475242.000000 Penalty: 5205.898926
	Iteration 18Q: 3 clusters Score -5475242 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5475450.000000 Penalty: 5205.898926
	Iteration 19Q: 3 clusters Score -5475450 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5475594.500000 Penalty: 5205.898926
	Iteration 20F: 3 clusters Score -5475594 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5475703.500000 Penalty: 5205.898926
	Iteration 21Q: 3 clusters Score -5475704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -5475796.000000 Penalty: 5205.898926
	Iteration 22Q: 3 clusters Score -5475796 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -5475868.000000 Penalty: 5205.898926
	Iteration 23Q: 3 clusters Score -5475868 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5475910.000000 Penalty: 5205.898926
	Iteration 24Q: 3 clusters Score -5475910 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5475955.500000 Penalty: 5205.898926
	Iteration 25Q: 3 clusters Score -5475956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5475994.500000 Penalty: 5205.898926
	Iteration 26Q: 3 clusters Score -5475994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5476055.500000 Penalty: 5205.898926
	Iteration 27Q: 3 clusters Score -5476056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5476087.000000 Penalty: 5205.898926
	Iteration 28Q: 3 clusters Score -5476087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5476093.500000 Penalty: 5205.898926
	Iteration 29Q: 3 clusters Score -5476094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5476094.500000 Penalty: 5205.898926
	Iteration 30Q: 3 clusters Score -5476094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5476110.000000 Penalty: 5205.898926
	Iteration 31Q: 3 clusters Score -5476110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5476117.000000 Penalty: 5205.898926
	Iteration 32Q: 3 clusters Score -5476117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5476110.000000 Penalty: 5205.898926
	Iteration 33Q: 3 clusters Score -5476110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5476133.000000 Penalty: 5205.898926
	Iteration 34Q: 3 clusters Score -5476133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5476147.500000 Penalty: 5205.898926
	Iteration 35Q: 3 clusters Score -5476148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5476138.000000 Penalty: 5205.898926
	Iteration 36Q: 3 clusters Score -5476138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5476148.000000 Penalty: 5205.898926
	Iteration 37Q: 3 clusters Score -5476148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5476157.000000 Penalty: 5205.898926
	Iteration 38Q: 3 clusters Score -5476157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5476171.000000 Penalty: 5205.898926
	Iteration 39Q: 3 clusters Score -5476171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5476174.000000 Penalty: 5205.898926
	Iteration 40F: 3 clusters Score -5476174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5476190.000000 Penalty: 5205.898926
	Iteration 41Q: 3 clusters Score -5476190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5476182.000000 Penalty: 5205.898926
	Iteration 42Q: 3 clusters Score -5476182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5476204.500000 Penalty: 5205.898926
	Iteration 43Q: 3 clusters Score -5476204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5476203.000000 Penalty: 5205.898926
	Iteration 44Q: 3 clusters Score -5476203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5476212.000000 Penalty: 5205.898926
	Iteration 45Q: 3 clusters Score -5476212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5476212.500000 Penalty: 5205.898926
	Iteration 46Q: 3 clusters Score -5476212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5476203.500000 Penalty: 5205.898926
	Iteration 47Q: 3 clusters Score -5476204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5476207.000000 Penalty: 5205.898926
	Iteration 48Q: 3 clusters Score -5476207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5476207.500000 Penalty: 5205.898926
	Iteration 49Q: 3 clusters Score -5476208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5476205.500000 Penalty: 5205.898926
	Iteration 50Q: 3 clusters Score -5476206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5476216.000000 Penalty: 5205.898926
	Iteration 51Q: 3 clusters Score -5476216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5476207.500000 Penalty: 5205.898926
	Iteration 52Q: 3 clusters Score -5476208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5476219.500000 Penalty: 5205.898926
	Iteration 53Q: 3 clusters Score -5476220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5476213.000000 Penalty: 5205.898926
	Iteration 54Q: 3 clusters Score -5476213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5476218.500000 Penalty: 5205.898926
	Iteration 55Q: 3 clusters Score -5476218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5476217.500000 Penalty: 5205.898926
	Iteration 56Q: 3 clusters Score -5476218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5476218.000000 Penalty: 5205.898926
	Iteration 57Q: 3 clusters Score -5476218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5476223.500000 Penalty: 5205.898926
	Iteration 58Q: 3 clusters Score -5476224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5476221.000000 Penalty: 5205.898926
	Iteration 59Q: 3 clusters Score -5476221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5476222.000000 Penalty: 5205.898926
	Iteration 60F: 3 clusters Score -5476222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5476225.500000 Penalty: 5205.898926
	Iteration 61Q: 3 clusters Score -5476226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5476222.000000 Penalty: 5205.898926
	Iteration 62Q: 3 clusters Score -5476222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5476225.000000 Penalty: 5205.898926
	Iteration 63Q: 3 clusters Score -5476225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5476229.000000 Penalty: 5205.898926
	Iteration 64Q: 3 clusters Score -5476229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5476226.500000 Penalty: 5205.898926
	Iteration 65Q: 3 clusters Score -5476226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5476219.500000 Penalty: 5205.898926
	Iteration 66Q: 3 clusters Score -5476220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5476225.000000 Penalty: 5205.898926
	Iteration 67Q: 3 clusters Score -5476225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5476225.000000 Penalty: 5205.898926
	Iteration 68F: 3 clusters Score -5476225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -784193.250000 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -784193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -779337.437500 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -779337.4 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -780798.562500 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -780798.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -781324.750000 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -781324.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -781801.250000 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -781801.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -782176.125000 Penalty: 4278.430664
	Iteration 4F: 3 clusters Score -782176.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -782484.750000 Penalty: 4278.430664
	Iteration 5F: 3 clusters Score -782484.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -782723.875000 Penalty: 4278.430664
	Iteration 6F: 3 clusters Score -782723.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -782900.125000 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -782900.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -783001.687500 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -783001.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -783079.500000 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -783079.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -783128.875000 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -783128.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -783161.312500 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -783161.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -783189.250000 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -783189.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -783212.812500 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -783212.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -783239.687500 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -783239.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -783272.375000 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -783272.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -783308.500000 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -783308.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -783344.750000 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -783344.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -783375.750000 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -783375.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -783403.312500 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -783403.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -783433.437500 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -783433.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -783466.375000 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -783466.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -783505.312500 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -783505.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -783544.937500 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -783544.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -783600.250000 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -783600.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -783660.250000 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -783660.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -783698.437500 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -783698.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -783729.812500 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -783729.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -783753.687500 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -783753.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -783776.625000 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -783776.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -783795.937500 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -783795.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -783813.437500 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -783813.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -783820.187500 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -783820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -783823.937500 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -783823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -783828.062500 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -783828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -783832.000000 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -783832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -783835.437500 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -783835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -783838.000000 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -783838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -783839.125000 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -783839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -783840.250000 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -783840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -783842.000000 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -783842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -783843.875000 Penalty: 4278.430664
	Iteration 41Q: 3 clusters Score -783843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -783847.937500 Penalty: 4278.430664
	Iteration 42Q: 3 clusters Score -783847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -783849.937500 Penalty: 4278.430664
	Iteration 43Q: 3 clusters Score -783849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -783852.375000 Penalty: 4278.430664
	Iteration 44Q: 3 clusters Score -783852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -783851.000000 Penalty: 4278.430664
	Iteration 45Q: 3 clusters Score -783851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -783852.875000 Penalty: 4278.430664
	Iteration 46Q: 3 clusters Score -783852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -783853.687500 Penalty: 4278.430664
	Iteration 47Q: 3 clusters Score -783853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -783854.000000 Penalty: 4278.430664
	Iteration 48Q: 3 clusters Score -783854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -783854.875000 Penalty: 4278.430664
	Iteration 49Q: 3 clusters Score -783854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -783857.000000 Penalty: 4278.430664
	Iteration 50Q: 3 clusters Score -783857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -783857.937500 Penalty: 4278.430664
	Iteration 51Q: 3 clusters Score -783857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -783862.687500 Penalty: 4278.430664
	Iteration 52Q: 3 clusters Score -783862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -783862.500000 Penalty: 4278.430664
	Iteration 53Q: 3 clusters Score -783862.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -783862.500000 Penalty: 4278.430664
	Iteration 54F: 3 clusters Score -783862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -167927.281250 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -167927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -165939.093750 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -165939.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -166852.484375 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -166852.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -167555.234375 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -167555.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168243.140625 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -168243.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168659.140625 Penalty: 3550.236816
	Iteration 4F: 3 clusters Score -168659.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -168920.250000 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -168920.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -169171.468750 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -169171.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -169354.156250 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -169354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -169443.984375 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -169444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169463.765625 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -169463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -169476.015625 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -169476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -169483.171875 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -169483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -169484.203125 Penalty: 3550.236816
	Iteration 12F: 3 clusters Score -169484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169488.046875 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -169488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169488.046875 Penalty: 3550.236816
	Iteration 14F: 3 clusters Score -169488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1363 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Mstep: Class 33 contains 1354 members 
Mstep: Class 34 contains 10907 members 
Mstep: Class 35 contains 850 members 
Mstep: Class 36 contains 811 members 
Entering Unmasked Estep 
Score: -104142168.000000 Penalty: 120129.375000
Splitting cluster 27 changes total score from -104121584.000000 to -104142168.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -423174.250000 Penalty: 2007.859741
	Iteration 0F: 2 clusters Score -423174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -419769.000000 Penalty: 4015.719482
	Iteration 0F: 3 clusters Score -419769 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -420615.593750 Penalty: 4015.719482
	Iteration 1F: 3 clusters Score -420615.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -420901.906250 Penalty: 4015.719482
	Iteration 2F: 3 clusters Score -420901.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -421107.875000 Penalty: 4015.719482
	Iteration 3F: 3 clusters Score -421107.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -421264.656250 Penalty: 4015.719482
	Iteration 4F: 3 clusters Score -421264.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -421361.343750 Penalty: 4015.719482
	Iteration 5Q: 3 clusters Score -421361.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -421418.218750 Penalty: 4015.719482
	Iteration 6Q: 3 clusters Score -421418.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -421455.593750 Penalty: 4015.719482
	Iteration 7Q: 3 clusters Score -421455.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -421474.531250 Penalty: 4015.719482
	Iteration 8Q: 3 clusters Score -421474.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -421491.375000 Penalty: 4015.719482
	Iteration 9Q: 3 clusters Score -421491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -421518.781250 Penalty: 4015.719482
	Iteration 10Q: 3 clusters Score -421518.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -421557.906250 Penalty: 4015.719482
	Iteration 11Q: 3 clusters Score -421557.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -421608.375000 Penalty: 4015.719482
	Iteration 12Q: 3 clusters Score -421608.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -421669.093750 Penalty: 4015.719482
	Iteration 13Q: 3 clusters Score -421669.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -421726.093750 Penalty: 4015.719482
	Iteration 14Q: 3 clusters Score -421726.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -421774.031250 Penalty: 4015.719482
	Iteration 15Q: 3 clusters Score -421774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -421831.437500 Penalty: 4015.719482
	Iteration 16Q: 3 clusters Score -421831.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -421897.031250 Penalty: 4015.719482
	Iteration 17Q: 3 clusters Score -421897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -421992.031250 Penalty: 4015.719482
	Iteration 18Q: 3 clusters Score -421992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -422081.593750 Penalty: 4015.719482
	Iteration 19Q: 3 clusters Score -422081.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -422164.375000 Penalty: 4015.719482
	Iteration 20F: 3 clusters Score -422164.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -422259.125000 Penalty: 4015.719482
	Iteration 21Q: 3 clusters Score -422259.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -422355.531250 Penalty: 4015.719482
	Iteration 22Q: 3 clusters Score -422355.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -422462.437500 Penalty: 4015.719482
	Iteration 23Q: 3 clusters Score -422462.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -422559.250000 Penalty: 4015.719482
	Iteration 24Q: 3 clusters Score -422559.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -422631.968750 Penalty: 4015.719482
	Iteration 25Q: 3 clusters Score -422632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -422687.968750 Penalty: 4015.719482
	Iteration 26Q: 3 clusters Score -422688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -422735.218750 Penalty: 4015.719482
	Iteration 27Q: 3 clusters Score -422735.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -422772.156250 Penalty: 4015.719482
	Iteration 28Q: 3 clusters Score -422772.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -422802.812500 Penalty: 4015.719482
	Iteration 29Q: 3 clusters Score -422802.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -422825.031250 Penalty: 4015.719482
	Iteration 30Q: 3 clusters Score -422825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -422836.593750 Penalty: 4015.719482
	Iteration 31Q: 3 clusters Score -422836.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -422843.718750 Penalty: 4015.719482
	Iteration 32Q: 3 clusters Score -422843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -422852.531250 Penalty: 4015.719482
	Iteration 33Q: 3 clusters Score -422852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -422861.093750 Penalty: 4015.719482
	Iteration 34Q: 3 clusters Score -422861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -422864.250000 Penalty: 4015.719482
	Iteration 35Q: 3 clusters Score -422864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -422865.187500 Penalty: 4015.719482
	Iteration 36Q: 3 clusters Score -422865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -422866.531250 Penalty: 4015.719482
	Iteration 37Q: 3 clusters Score -422866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -422866.500000 Penalty: 4015.719482
	Iteration 38Q: 3 clusters Score -422866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -422866.281250 Penalty: 4015.719482
	Iteration 39Q: 3 clusters Score -422866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -422871.000000 Penalty: 4015.719482
	Iteration 40F: 3 clusters Score -422871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -422876.937500 Penalty: 4015.719482
	Iteration 41Q: 3 clusters Score -422876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -422881.093750 Penalty: 4015.719482
	Iteration 42Q: 3 clusters Score -422881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -422886.406250 Penalty: 4015.719482
	Iteration 43Q: 3 clusters Score -422886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -422890.781250 Penalty: 4015.719482
	Iteration 44Q: 3 clusters Score -422890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -422896.187500 Penalty: 4015.719482
	Iteration 45Q: 3 clusters Score -422896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -422898.750000 Penalty: 4015.719482
	Iteration 46Q: 3 clusters Score -422898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -422899.125000 Penalty: 4015.719482
	Iteration 47Q: 3 clusters Score -422899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -422900.687500 Penalty: 4015.719482
	Iteration 48Q: 3 clusters Score -422900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -422901.656250 Penalty: 4015.719482
	Iteration 49Q: 3 clusters Score -422901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -422902.906250 Penalty: 4015.719482
	Iteration 50Q: 3 clusters Score -422902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -422903.343750 Penalty: 4015.719482
	Iteration 51Q: 3 clusters Score -422903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -422903.875000 Penalty: 4015.719482
	Iteration 52Q: 3 clusters Score -422903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -422905.656250 Penalty: 4015.719482
	Iteration 53Q: 3 clusters Score -422905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422905.625000 Penalty: 4015.719482
	Iteration 54Q: 3 clusters Score -422905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422905.625000 Penalty: 4015.719482
	Iteration 55F: 3 clusters Score -422905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -184484.140625 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -184484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -182519.937500 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -182519.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -183265.531250 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -183265.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183523.312500 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -183523.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -183900.125000 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -183900.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -184254.093750 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -184254.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -184446.796875 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -184446.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -184541.359375 Penalty: 3579.852051
	Iteration 6Q: 3 clusters Score -184541.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -184624.875000 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -184624.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -184761.953125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -184762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -184845.984375 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -184846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -184892.593750 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -184892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -184961.265625 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -184961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -185030.390625 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -185030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -185132.906250 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -185132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -185196.031250 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -185196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -185211.500000 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -185211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -185217.671875 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -185217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -185221.250000 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -185221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -185225.593750 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -185225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -185230.328125 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -185230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -185232.875000 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -185232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -185233.421875 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -185233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -185233.421875 Penalty: 3579.852051
	Iteration 22F: 3 clusters Score -185233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 295 members 
Mstep: Class 32 contains 94569 members 
Mstep: Class 33 contains 1354 members 
Mstep: Class 34 contains 10907 members 
Mstep: Class 35 contains 850 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 392 members 
Entering Unmasked Estep 
Score: -104141424.000000 Penalty: 123466.296875
Splitting cluster 29 changes total score from -104121584.000000 to -104141424.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 30 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -2384025.750000 Penalty: 2395.493652
	Iteration 0F: 2 clusters Score -2384026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2372650.250000 Penalty: 4790.987305
	Iteration 0F: 3 clusters Score -2372650 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2376425.750000 Penalty: 4790.987305
	Iteration 1F: 3 clusters Score -2376426 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2376788.750000 Penalty: 4790.987305
	Iteration 2F: 3 clusters Score -2376789 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2377121.000000 Penalty: 4790.987305
	Iteration 3Q: 3 clusters Score -2377121 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2377436.750000 Penalty: 4790.987305
	Iteration 4Q: 3 clusters Score -2377437 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2377781.750000 Penalty: 4790.987305
	Iteration 5Q: 3 clusters Score -2377782 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2378131.750000 Penalty: 4790.987305
	Iteration 6Q: 3 clusters Score -2378132 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2378541.000000 Penalty: 4790.987305
	Iteration 7Q: 3 clusters Score -2378541 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2378958.500000 Penalty: 4790.987305
	Iteration 8Q: 3 clusters Score -2378958 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2379374.000000 Penalty: 4790.987305
	Iteration 9Q: 3 clusters Score -2379374 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2379758.250000 Penalty: 4790.987305
	Iteration 10Q: 3 clusters Score -2379758 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2380009.750000 Penalty: 4790.987305
	Iteration 11Q: 3 clusters Score -2380010 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2380172.750000 Penalty: 4790.987305
	Iteration 12Q: 3 clusters Score -2380173 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2380269.750000 Penalty: 4790.987305
	Iteration 13Q: 3 clusters Score -2380270 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2380349.000000 Penalty: 4790.987305
	Iteration 14Q: 3 clusters Score -2380349 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2380405.000000 Penalty: 4790.987305
	Iteration 15Q: 3 clusters Score -2380405 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2380439.250000 Penalty: 4790.987305
	Iteration 16Q: 3 clusters Score -2380439 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2380472.500000 Penalty: 4790.987305
	Iteration 17Q: 3 clusters Score -2380472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2380488.500000 Penalty: 4790.987305
	Iteration 18Q: 3 clusters Score -2380488 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2380498.500000 Penalty: 4790.987305
	Iteration 19Q: 3 clusters Score -2380498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2380515.250000 Penalty: 4790.987305
	Iteration 20F: 3 clusters Score -2380515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2380529.750000 Penalty: 4790.987305
	Iteration 21Q: 3 clusters Score -2380530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2380537.500000 Penalty: 4790.987305
	Iteration 22Q: 3 clusters Score -2380538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2380544.000000 Penalty: 4790.987305
	Iteration 23Q: 3 clusters Score -2380544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2380551.000000 Penalty: 4790.987305
	Iteration 24Q: 3 clusters Score -2380551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2380567.750000 Penalty: 4790.987305
	Iteration 25Q: 3 clusters Score -2380568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2380570.500000 Penalty: 4790.987305
	Iteration 26Q: 3 clusters Score -2380570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2380584.500000 Penalty: 4790.987305
	Iteration 27Q: 3 clusters Score -2380584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2380595.500000 Penalty: 4790.987305
	Iteration 28Q: 3 clusters Score -2380596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2380594.000000 Penalty: 4790.987305
	Iteration 29Q: 3 clusters Score -2380594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2380602.750000 Penalty: 4790.987305
	Iteration 30Q: 3 clusters Score -2380603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2380605.750000 Penalty: 4790.987305
	Iteration 31Q: 3 clusters Score -2380606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2380609.000000 Penalty: 4790.987305
	Iteration 32Q: 3 clusters Score -2380609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2380614.750000 Penalty: 4790.987305
	Iteration 33Q: 3 clusters Score -2380615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2380627.250000 Penalty: 4790.987305
	Iteration 34Q: 3 clusters Score -2380627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2380639.250000 Penalty: 4790.987305
	Iteration 35Q: 3 clusters Score -2380639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2380649.250000 Penalty: 4790.987305
	Iteration 36Q: 3 clusters Score -2380649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2380674.500000 Penalty: 4790.987305
	Iteration 37Q: 3 clusters Score -2380674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2380693.750000 Penalty: 4790.987305
	Iteration 38Q: 3 clusters Score -2380694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2380706.750000 Penalty: 4790.987305
	Iteration 39Q: 3 clusters Score -2380707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2380723.750000 Penalty: 4790.987305
	Iteration 40F: 3 clusters Score -2380724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2380745.750000 Penalty: 4790.987305
	Iteration 41Q: 3 clusters Score -2380746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2380761.750000 Penalty: 4790.987305
	Iteration 42Q: 3 clusters Score -2380762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2380787.500000 Penalty: 4790.987305
	Iteration 43Q: 3 clusters Score -2380788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2380806.500000 Penalty: 4790.987305
	Iteration 44Q: 3 clusters Score -2380806 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2380827.500000 Penalty: 4790.987305
	Iteration 45Q: 3 clusters Score -2380828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2380869.750000 Penalty: 4790.987305
	Iteration 46Q: 3 clusters Score -2380870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2380896.250000 Penalty: 4790.987305
	Iteration 47Q: 3 clusters Score -2380896 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2380935.500000 Penalty: 4790.987305
	Iteration 48Q: 3 clusters Score -2380936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2380962.750000 Penalty: 4790.987305
	Iteration 49Q: 3 clusters Score -2380963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2381002.750000 Penalty: 4790.987305
	Iteration 50Q: 3 clusters Score -2381003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2381030.750000 Penalty: 4790.987305
	Iteration 51Q: 3 clusters Score -2381031 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2381073.250000 Penalty: 4790.987305
	Iteration 52Q: 3 clusters Score -2381073 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2381110.750000 Penalty: 4790.987305
	Iteration 53Q: 3 clusters Score -2381111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2381145.000000 Penalty: 4790.987305
	Iteration 54Q: 3 clusters Score -2381145 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2381185.750000 Penalty: 4790.987305
	Iteration 55Q: 3 clusters Score -2381186 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2381232.500000 Penalty: 4790.987305
	Iteration 56Q: 3 clusters Score -2381232 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2381292.250000 Penalty: 4790.987305
	Iteration 57Q: 3 clusters Score -2381292 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2381352.000000 Penalty: 4790.987305
	Iteration 58Q: 3 clusters Score -2381352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2381413.750000 Penalty: 4790.987305
	Iteration 59Q: 3 clusters Score -2381414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2381452.000000 Penalty: 4790.987305
	Iteration 60F: 3 clusters Score -2381452 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2381505.000000 Penalty: 4790.987305
	Iteration 61Q: 3 clusters Score -2381505 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2381568.250000 Penalty: 4790.987305
	Iteration 62Q: 3 clusters Score -2381568 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2381607.250000 Penalty: 4790.987305
	Iteration 63Q: 3 clusters Score -2381607 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2381667.500000 Penalty: 4790.987305
	Iteration 64Q: 3 clusters Score -2381668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2381706.500000 Penalty: 4790.987305
	Iteration 65Q: 3 clusters Score -2381706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2381751.750000 Penalty: 4790.987305
	Iteration 66Q: 3 clusters Score -2381752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2381783.250000 Penalty: 4790.987305
	Iteration 67Q: 3 clusters Score -2381783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2381803.000000 Penalty: 4790.987305
	Iteration 68Q: 3 clusters Score -2381803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2381828.500000 Penalty: 4790.987305
	Iteration 69Q: 3 clusters Score -2381828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2381863.500000 Penalty: 4790.987305
	Iteration 70Q: 3 clusters Score -2381864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2381890.000000 Penalty: 4790.987305
	Iteration 71Q: 3 clusters Score -2381890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2381931.250000 Penalty: 4790.987305
	Iteration 72Q: 3 clusters Score -2381931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2381950.750000 Penalty: 4790.987305
	Iteration 73Q: 3 clusters Score -2381951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2381974.750000 Penalty: 4790.987305
	Iteration 74Q: 3 clusters Score -2381975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2381980.750000 Penalty: 4790.987305
	Iteration 75Q: 3 clusters Score -2381981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2381987.250000 Penalty: 4790.987305
	Iteration 76Q: 3 clusters Score -2381987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2381995.250000 Penalty: 4790.987305
	Iteration 77Q: 3 clusters Score -2381995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2381999.750000 Penalty: 4790.987305
	Iteration 78Q: 3 clusters Score -2382000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2382006.500000 Penalty: 4790.987305
	Iteration 79Q: 3 clusters Score -2382006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2382011.750000 Penalty: 4790.987305
	Iteration 80F: 3 clusters Score -2382012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2382014.500000 Penalty: 4790.987305
	Iteration 81Q: 3 clusters Score -2382014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2382014.500000 Penalty: 4790.987305
	Iteration 82Q: 3 clusters Score -2382014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2382023.750000 Penalty: 4790.987305
	Iteration 83Q: 3 clusters Score -2382024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2382029.500000 Penalty: 4790.987305
	Iteration 84Q: 3 clusters Score -2382030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2382029.000000 Penalty: 4790.987305
	Iteration 85Q: 3 clusters Score -2382029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2382028.750000 Penalty: 4790.987305
	Iteration 86Q: 3 clusters Score -2382029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2382034.500000 Penalty: 4790.987305
	Iteration 87Q: 3 clusters Score -2382034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2382041.000000 Penalty: 4790.987305
	Iteration 88Q: 3 clusters Score -2382041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2382045.750000 Penalty: 4790.987305
	Iteration 89Q: 3 clusters Score -2382046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2382055.250000 Penalty: 4790.987305
	Iteration 90Q: 3 clusters Score -2382055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2382062.250000 Penalty: 4790.987305
	Iteration 91Q: 3 clusters Score -2382062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2382063.750000 Penalty: 4790.987305
	Iteration 92Q: 3 clusters Score -2382064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2382065.250000 Penalty: 4790.987305
	Iteration 93Q: 3 clusters Score -2382065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2382065.000000 Penalty: 4790.987305
	Iteration 94Q: 3 clusters Score -2382065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2382065.500000 Penalty: 4790.987305
	Iteration 95Q: 3 clusters Score -2382066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2382064.500000 Penalty: 4790.987305
	Iteration 96Q: 3 clusters Score -2382064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2382068.000000 Penalty: 4790.987305
	Iteration 97Q: 3 clusters Score -2382068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2382068.500000 Penalty: 4790.987305
	Iteration 98Q: 3 clusters Score -2382068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2382073.000000 Penalty: 4790.987305
	Iteration 99Q: 3 clusters Score -2382073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2382070.250000 Penalty: 4790.987305
	Iteration 100F: 3 clusters Score -2382070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2382072.500000 Penalty: 4790.987305
	Iteration 101Q: 3 clusters Score -2382072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2382072.000000 Penalty: 4790.987305
	Iteration 102Q: 3 clusters Score -2382072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2382072.000000 Penalty: 4790.987305
	Iteration 103F: 3 clusters Score -2382072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 87075 members 
Mstep: Class 4 contains 330 members 
Mstep: Class 5 contains 39642 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 22549 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 93920 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 17 contains 16060 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 11231 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 26851 members 
Mstep: Class 24 contains 12621 members 
Mstep: Class 25 contains 36162 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 15666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148968.000000 Penalty: 123466.296875
Iteration 79Q: 38 clusters Score -1.04149e+08 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 85969 members 
Mstep: Class 4 contains 332 members 
Mstep: Class 5 contains 39725 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 4461 members 
Mstep: Class 9 contains 22493 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 4456 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 101520 members 
Mstep: Class 14 contains 19329 members 
Mstep: Class 15 contains 22471 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 16227 members 
Mstep: Class 18 contains 18321 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 11675 members 
Mstep: Class 22 contains 365 members 
Mstep: Class 23 contains 26387 members 
Mstep: Class 24 contains 12880 members 
Mstep: Class 25 contains 36363 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 15745 members 
Mstep: Class 31 contains 296 members 
Mstep: Class 32 contains 92097 members 
Mstep: Class 33 contains 1343 members 
Mstep: Class 34 contains 10402 members 
Mstep: Class 35 contains 850 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158480.000000 Penalty: 123466.296875
Iteration 80F: 38 clusters Score -1.041585e+08 nChanged 16564
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 84312 members 
Mstep: Class 4 contains 306 members 
Mstep: Class 5 contains 39820 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 11350 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 18879 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 106874 members 
Mstep: Class 14 contains 19027 members 
Mstep: Class 15 contains 22444 members 
Mstep: Class 16 contains 4468 members 
Mstep: Class 17 contains 16340 members 
Mstep: Class 18 contains 18097 members 
Mstep: Class 19 contains 3207 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 12001 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 26051 members 
Mstep: Class 24 contains 12694 members 
Mstep: Class 25 contains 36465 members 
Mstep: Class 26 contains 5408 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3348 members 
Mstep: Class 29 contains 1229 members 
Mstep: Class 30 contains 15726 members 
Mstep: Class 31 contains 431 members 
Mstep: Class 32 contains 93088 members 
Mstep: Class 33 contains 1385 members 
Mstep: Class 34 contains 10458 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163232.000000 Penalty: 123466.296875
Iteration 81Q: 38 clusters Score -1.041632e+08 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 82914 members 
Mstep: Class 4 contains 284 members 
Mstep: Class 5 contains 39928 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 11314 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 16330 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 112019 members 
Mstep: Class 14 contains 18763 members 
Mstep: Class 15 contains 22458 members 
Mstep: Class 16 contains 4578 members 
Mstep: Class 17 contains 16383 members 
Mstep: Class 18 contains 17980 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 12232 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25835 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5369 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3407 members 
Mstep: Class 29 contains 1299 members 
Mstep: Class 30 contains 15701 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 94655 members 
Mstep: Class 33 contains 1414 members 
Mstep: Class 34 contains 10411 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165696.000000 Penalty: 123466.296875
Iteration 82Q: 38 clusters Score -1.041657e+08 nChanged 15449
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 81652 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 40053 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 8 contains 4445 members 
Mstep: Class 9 contains 14430 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 807 members 
Mstep: Class 13 contains 117123 members 
Mstep: Class 14 contains 18551 members 
Mstep: Class 15 contains 22445 members 
Mstep: Class 16 contains 4677 members 
Mstep: Class 17 contains 16403 members 
Mstep: Class 18 contains 17876 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 12402 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25662 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 36521 members 
Mstep: Class 26 contains 5373 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 1360 members 
Mstep: Class 30 contains 15679 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 97173 members 
Mstep: Class 33 contains 1422 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166480.000000 Penalty: 123466.296875
Iteration 83Q: 38 clusters Score -1.041665e+08 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 1535 members 
Mstep: Class 3 contains 80562 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 40169 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 808 members 
Mstep: Class 13 contains 121566 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 15 contains 22403 members 
Mstep: Class 16 contains 4773 members 
Mstep: Class 17 contains 16406 members 
Mstep: Class 18 contains 17790 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25535 members 
Mstep: Class 24 contains 12683 members 
Mstep: Class 25 contains 36487 members 
Mstep: Class 26 contains 5385 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3565 members 
Mstep: Class 29 contains 1405 members 
Mstep: Class 30 contains 15656 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 100165 members 
Mstep: Class 33 contains 1426 members 
Mstep: Class 34 contains 10329 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165920.000000 Penalty: 123466.296875
Iteration 84Q: 38 clusters Score -1.041659e+08 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 95083 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 79725 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 40287 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11348 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 12631 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 125153 members 
Mstep: Class 14 contains 18165 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 17743 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 12576 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25455 members 
Mstep: Class 24 contains 12737 members 
Mstep: Class 25 contains 36494 members 
Mstep: Class 26 contains 5386 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3635 members 
Mstep: Class 29 contains 1441 members 
Mstep: Class 30 contains 15627 members 
Mstep: Class 31 contains 620 members 
Mstep: Class 32 contains 103582 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 10289 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164024.000000 Penalty: 123466.296875
Iteration 85Q: 38 clusters Score -1.04164e+08 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 79136 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 40420 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 127992 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 16390 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25368 members 
Mstep: Class 24 contains 12765 members 
Mstep: Class 25 contains 36485 members 
Mstep: Class 26 contains 5402 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3705 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 30 contains 15606 members 
Mstep: Class 31 contains 639 members 
Mstep: Class 32 contains 107721 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 10257 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163840.000000 Penalty: 123466.296875
Iteration 86Q: 38 clusters Score -1.041638e+08 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 78719 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 40559 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 129965 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 22354 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 16379 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 2419 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25329 members 
Mstep: Class 24 contains 12829 members 
Mstep: Class 25 contains 36483 members 
Mstep: Class 26 contains 5409 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3754 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 15587 members 
Mstep: Class 31 contains 658 members 
Mstep: Class 32 contains 112112 members 
Mstep: Class 33 contains 1438 members 
Mstep: Class 34 contains 10220 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163864.000000 Penalty: 123466.296875
Iteration 87Q: 38 clusters Score -1.041639e+08 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 78406 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 40684 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 11987 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 131097 members 
Mstep: Class 14 contains 17634 members 
Mstep: Class 15 contains 22383 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 17 contains 16353 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 12681 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25296 members 
Mstep: Class 24 contains 12866 members 
Mstep: Class 25 contains 36491 members 
Mstep: Class 26 contains 5401 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3804 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 15576 members 
Mstep: Class 31 contains 664 members 
Mstep: Class 32 contains 116769 members 
Mstep: Class 33 contains 1442 members 
Mstep: Class 34 contains 10190 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162600.000000 Penalty: 123466.296875
Iteration 88Q: 38 clusters Score -1.041626e+08 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 78186 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 40810 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 4562 members 
Mstep: Class 9 contains 11846 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 131043 members 
Mstep: Class 14 contains 17454 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 16318 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 2319 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25274 members 
Mstep: Class 24 contains 12917 members 
Mstep: Class 25 contains 36498 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 1486 members 
Mstep: Class 30 contains 15566 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 121741 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 10159 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162432.000000 Penalty: 123466.296875
Iteration 89Q: 38 clusters Score -1.041624e+08 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 78059 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 40922 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 4574 members 
Mstep: Class 9 contains 11725 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 813 members 
Mstep: Class 13 contains 130121 members 
Mstep: Class 14 contains 17285 members 
Mstep: Class 15 contains 22368 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 16276 members 
Mstep: Class 18 contains 17761 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25238 members 
Mstep: Class 24 contains 12981 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 5384 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3893 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 15563 members 
Mstep: Class 31 contains 678 members 
Mstep: Class 32 contains 126601 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 10124 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3319.793701 but Gain 3336.921875
Score: -104161960.000000 Penalty: 120129.375000
Iteration 90Q: 37 clusters Score -1.04162e+08 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 78659 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 41014 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 11646 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 128990 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 22374 members 
Mstep: Class 16 contains 5079 members 
Mstep: Class 17 contains 16240 members 
Mstep: Class 18 contains 17793 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 13013 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 5374 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 3948 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 15557 members 
Mstep: Class 31 contains 682 members 
Mstep: Class 32 contains 132074 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 10103 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164344.000000 Penalty: 120129.375000
Iteration 91Q: 37 clusters Score -1.041643e+08 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 78590 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 41110 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4616 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 125991 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 16200 members 
Mstep: Class 18 contains 17840 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 12755 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25186 members 
Mstep: Class 24 contains 13046 members 
Mstep: Class 25 contains 36527 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4001 members 
Mstep: Class 29 contains 1496 members 
Mstep: Class 30 contains 15546 members 
Mstep: Class 31 contains 688 members 
Mstep: Class 32 contains 137465 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 10083 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163920.000000 Penalty: 120129.375000
Iteration 92Q: 37 clusters Score -1.041639e+08 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 78533 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 41208 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 11470 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 122526 members 
Mstep: Class 14 contains 16893 members 
Mstep: Class 15 contains 22382 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 16158 members 
Mstep: Class 18 contains 17864 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 12774 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25181 members 
Mstep: Class 24 contains 13086 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 15537 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 142721 members 
Mstep: Class 33 contains 1464 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 120129.375000
Iteration 93Q: 37 clusters Score -1.041638e+08 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 78503 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 4663 members 
Mstep: Class 9 contains 11394 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 118942 members 
Mstep: Class 14 contains 16773 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5156 members 
Mstep: Class 17 contains 16136 members 
Mstep: Class 18 contains 17879 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 12783 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25166 members 
Mstep: Class 24 contains 13131 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 15526 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 147624 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 10033 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163624.000000 Penalty: 120129.375000
Iteration 94Q: 37 clusters Score -1.041636e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 78508 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41420 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 115603 members 
Mstep: Class 14 contains 16654 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 16104 members 
Mstep: Class 18 contains 17907 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25158 members 
Mstep: Class 24 contains 13159 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 5336 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4140 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 15516 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 151705 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 10012 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163232.000000 Penalty: 120129.375000
Iteration 95Q: 37 clusters Score -1.041632e+08 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 78530 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41502 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 112600 members 
Mstep: Class 14 contains 16547 members 
Mstep: Class 15 contains 22361 members 
Mstep: Class 16 contains 5179 members 
Mstep: Class 17 contains 16072 members 
Mstep: Class 18 contains 17925 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 12819 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25147 members 
Mstep: Class 24 contains 13207 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 1509 members 
Mstep: Class 30 contains 15507 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 155097 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 9996 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162792.000000 Penalty: 120129.375000
Iteration 96Q: 37 clusters Score -1.041628e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 78672 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41563 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 11140 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 109833 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 22381 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 12839 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25149 members 
Mstep: Class 24 contains 13220 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 5332 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4221 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 15503 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 158005 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 9982 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162240.000000 Penalty: 120129.375000
Iteration 97Q: 37 clusters Score -1.041622e+08 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 78849 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41621 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11630 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 107734 members 
Mstep: Class 14 contains 16378 members 
Mstep: Class 15 contains 22379 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 16029 members 
Mstep: Class 18 contains 17960 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25156 members 
Mstep: Class 24 contains 13243 members 
Mstep: Class 25 contains 36513 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 1513 members 
Mstep: Class 30 contains 15501 members 
Mstep: Class 31 contains 706 members 
Mstep: Class 32 contains 160066 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 9972 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161712.000000 Penalty: 120129.375000
Iteration 98Q: 37 clusters Score -1.041617e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 79072 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41669 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11632 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 106323 members 
Mstep: Class 14 contains 16305 members 
Mstep: Class 15 contains 22369 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 16024 members 
Mstep: Class 18 contains 17959 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 12872 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 13256 members 
Mstep: Class 25 contains 36508 members 
Mstep: Class 26 contains 5323 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4279 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 15495 members 
Mstep: Class 31 contains 706 members 
Mstep: Class 32 contains 161296 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 9967 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161344.000000 Penalty: 120129.375000
Iteration 99Q: 37 clusters Score -1.041613e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 79311 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 41709 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 11633 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 105374 members 
Mstep: Class 14 contains 16257 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 16006 members 
Mstep: Class 18 contains 17962 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 12891 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25176 members 
Mstep: Class 24 contains 13276 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5316 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 15489 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 161945 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 9965 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162904.000000 Penalty: 120129.375000
Iteration 100F: 37 clusters Score -1.041629e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 79605 members 
Mstep: Class 4 contains 293 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 814 members 
Mstep: Class 13 contains 107332 members 
Mstep: Class 14 contains 16211 members 
Mstep: Class 15 contains 22375 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 17961 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 12914 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25182 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5303 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4339 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15485 members 
Mstep: Class 31 contains 704 members 
Mstep: Class 32 contains 162309 members 
Mstep: Class 33 contains 1492 members 
Mstep: Class 34 contains 9954 members 
Mstep: Class 35 contains 851 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163416.000000 Penalty: 120129.375000
Iteration 101Q: 37 clusters Score -1.041634e+08 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 79935 members 
Mstep: Class 4 contains 285 members 
Mstep: Class 5 contains 41785 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11641 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 816 members 
Mstep: Class 13 contains 108936 members 
Mstep: Class 14 contains 16146 members 
Mstep: Class 15 contains 22373 members 
Mstep: Class 16 contains 5263 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 17943 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 12940 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25184 members 
Mstep: Class 24 contains 13315 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5305 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4358 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15481 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 163028 members 
Mstep: Class 33 contains 1498 members 
Mstep: Class 34 contains 9949 members 
Mstep: Class 35 contains 852 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162824.000000 Penalty: 120129.375000
Iteration 102Q: 37 clusters Score -1.041628e+08 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 80367 members 
Mstep: Class 4 contains 279 members 
Mstep: Class 5 contains 41830 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 11652 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 821 members 
Mstep: Class 13 contains 110379 members 
Mstep: Class 14 contains 16109 members 
Mstep: Class 15 contains 22369 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 15947 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 12968 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 13344 members 
Mstep: Class 25 contains 36524 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4381 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15478 members 
Mstep: Class 31 contains 711 members 
Mstep: Class 32 contains 163919 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9934 members 
Mstep: Class 35 contains 855 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162272.000000 Penalty: 120129.375000
Iteration 103Q: 37 clusters Score -1.041623e+08 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 80871 members 
Mstep: Class 4 contains 272 members 
Mstep: Class 5 contains 41868 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 111687 members 
Mstep: Class 14 contains 16063 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 5280 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 17951 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 13000 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13360 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 5271 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4402 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15474 members 
Mstep: Class 31 contains 716 members 
Mstep: Class 32 contains 164790 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 9919 members 
Mstep: Class 35 contains 861 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161400.000000 Penalty: 120129.375000
Iteration 104Q: 37 clusters Score -1.041614e+08 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 81538 members 
Mstep: Class 4 contains 270 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 10675 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 112914 members 
Mstep: Class 14 contains 16027 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 17946 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 13041 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25193 members 
Mstep: Class 24 contains 13372 members 
Mstep: Class 25 contains 36527 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4425 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15471 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 165588 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9904 members 
Mstep: Class 35 contains 863 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160496.000000 Penalty: 120129.375000
Iteration 105Q: 37 clusters Score -1.041605e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 82315 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 41921 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 114223 members 
Mstep: Class 14 contains 15987 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 15932 members 
Mstep: Class 18 contains 17952 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 13090 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13377 members 
Mstep: Class 25 contains 36522 members 
Mstep: Class 26 contains 5253 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4442 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15467 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 165952 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9892 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160328.000000 Penalty: 120129.375000
Iteration 106Q: 37 clusters Score -1.041603e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 83140 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 41941 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 11662 members 
Mstep: Class 8 contains 4795 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 115388 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 22383 members 
Mstep: Class 16 contains 5320 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 17950 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13387 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5247 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 1516 members 
Mstep: Class 30 contains 15460 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 166176 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9885 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159320.000000 Penalty: 120129.375000
Iteration 107Q: 37 clusters Score -1.041593e+08 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 83985 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 41972 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 10478 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 116667 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 22387 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 17968 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4476 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 15453 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 166221 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9874 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159128.000000 Penalty: 120129.375000
Iteration 108Q: 37 clusters Score -1.041591e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 84878 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 41997 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11676 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 10386 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 117976 members 
Mstep: Class 14 contains 15846 members 
Mstep: Class 15 contains 22391 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 15914 members 
Mstep: Class 18 contains 17982 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 13375 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5226 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4485 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 15452 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 165963 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9864 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158576.000000 Penalty: 120129.375000
Iteration 109Q: 37 clusters Score -1.041586e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 85836 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 42020 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 2371 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 119160 members 
Mstep: Class 14 contains 15823 members 
Mstep: Class 15 contains 22394 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 15907 members 
Mstep: Class 18 contains 18009 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 13502 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5225 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4496 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 15453 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 165646 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9857 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158040.000000 Penalty: 120129.375000
Iteration 110Q: 37 clusters Score -1.04158e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 86883 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 42033 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 10212 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 120238 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 22400 members 
Mstep: Class 16 contains 5367 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 13646 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25226 members 
Mstep: Class 24 contains 13432 members 
Mstep: Class 25 contains 36511 members 
Mstep: Class 26 contains 5217 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4501 members 
Mstep: Class 29 contains 1524 members 
Mstep: Class 30 contains 15452 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 165285 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 9852 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157480.000000 Penalty: 120129.375000
Iteration 111Q: 37 clusters Score -1.041575e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 88000 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 42038 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 4820 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 121169 members 
Mstep: Class 14 contains 15804 members 
Mstep: Class 15 contains 22405 members 
Mstep: Class 16 contains 5380 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 18040 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25240 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 36507 members 
Mstep: Class 26 contains 5213 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4508 members 
Mstep: Class 29 contains 1525 members 
Mstep: Class 30 contains 15451 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 164967 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 9846 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157224.000000 Penalty: 120129.375000
Iteration 112Q: 37 clusters Score -1.041572e+08 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 89176 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 42054 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 10028 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 121921 members 
Mstep: Class 14 contains 15786 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 18052 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 13952 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 36503 members 
Mstep: Class 26 contains 5205 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4513 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 15450 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 164540 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157232.000000 Penalty: 120129.375000
Iteration 113Q: 37 clusters Score -1.041572e+08 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 90488 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 42069 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 9939 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 122424 members 
Mstep: Class 14 contains 15760 members 
Mstep: Class 15 contains 22406 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 18050 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 14137 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25256 members 
Mstep: Class 24 contains 13453 members 
Mstep: Class 25 contains 36484 members 
Mstep: Class 26 contains 5201 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4519 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 15450 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 164107 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9840 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156520.000000 Penalty: 120129.375000
Iteration 114Q: 37 clusters Score -1.041565e+08 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 91900 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 42082 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11712 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 122719 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 15 contains 22412 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 18035 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 14340 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25265 members 
Mstep: Class 24 contains 13464 members 
Mstep: Class 25 contains 36466 members 
Mstep: Class 26 contains 5196 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4527 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 15450 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 163561 members 
Mstep: Class 33 contains 1508 members 
Mstep: Class 34 contains 9839 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155992.000000 Penalty: 120129.375000
Iteration 115Q: 37 clusters Score -1.04156e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1592 members 
Mstep: Class 3 contains 93399 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42097 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 122828 members 
Mstep: Class 14 contains 15698 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 18048 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 14554 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25266 members 
Mstep: Class 24 contains 13482 members 
Mstep: Class 25 contains 36440 members 
Mstep: Class 26 contains 5188 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4534 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15450 members 
Mstep: Class 31 contains 718 members 
Mstep: Class 32 contains 162913 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9839 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156296.000000 Penalty: 120129.375000
Iteration 116Q: 37 clusters Score -1.041563e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1603 members 
Mstep: Class 3 contains 95003 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42115 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11729 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 9700 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 122709 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 15 contains 22392 members 
Mstep: Class 16 contains 5436 members 
Mstep: Class 17 contains 15882 members 
Mstep: Class 18 contains 18067 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 14777 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25282 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 36433 members 
Mstep: Class 26 contains 5180 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15448 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 162153 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156256.000000 Penalty: 120129.375000
Iteration 117Q: 37 clusters Score -1.041563e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 96678 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11739 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 9611 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 122370 members 
Mstep: Class 14 contains 15639 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 18094 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 15037 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13506 members 
Mstep: Class 25 contains 36434 members 
Mstep: Class 26 contains 5175 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15444 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 161316 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156192.000000 Penalty: 120129.375000
Iteration 118Q: 37 clusters Score -1.041562e+08 nChanged 3924
Entering ConstructFrom: 
Score: -104156192.000000 Penalty: 120129.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Entering Unmasked Estep 
Score: -3741556.500000 Penalty: 2502.959229
	Iteration 0F: 2 clusters Score -3741556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3724819.500000 Penalty: 5005.918457
	Iteration 0F: 3 clusters Score -3724820 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3730596.750000 Penalty: 5005.918457
	Iteration 1F: 3 clusters Score -3730597 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3731085.750000 Penalty: 5005.918457
	Iteration 2F: 3 clusters Score -3731086 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3731496.750000 Penalty: 5005.918457
	Iteration 3Q: 3 clusters Score -3731497 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3731937.000000 Penalty: 5005.918457
	Iteration 4Q: 3 clusters Score -3731937 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3732392.250000 Penalty: 5005.918457
	Iteration 5Q: 3 clusters Score -3732392 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3732914.000000 Penalty: 5005.918457
	Iteration 6Q: 3 clusters Score -3732914 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3733501.250000 Penalty: 5005.918457
	Iteration 7Q: 3 clusters Score -3733501 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3734302.250000 Penalty: 5005.918457
	Iteration 8F: 3 clusters Score -3734302 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3735243.250000 Penalty: 5005.918457
	Iteration 9F: 3 clusters Score -3735243 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3736206.250000 Penalty: 5005.918457
	Iteration 10F: 3 clusters Score -3736206 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3737133.000000 Penalty: 5005.918457
	Iteration 11Q: 3 clusters Score -3737133 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3737825.750000 Penalty: 5005.918457
	Iteration 12Q: 3 clusters Score -3737826 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3738320.250000 Penalty: 5005.918457
	Iteration 13Q: 3 clusters Score -3738320 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3738649.500000 Penalty: 5005.918457
	Iteration 14Q: 3 clusters Score -3738650 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3738860.500000 Penalty: 5005.918457
	Iteration 15Q: 3 clusters Score -3738860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3738983.250000 Penalty: 5005.918457
	Iteration 16Q: 3 clusters Score -3738983 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3739063.000000 Penalty: 5005.918457
	Iteration 17Q: 3 clusters Score -3739063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3739127.750000 Penalty: 5005.918457
	Iteration 18Q: 3 clusters Score -3739128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3739171.000000 Penalty: 5005.918457
	Iteration 19Q: 3 clusters Score -3739171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3739195.250000 Penalty: 5005.918457
	Iteration 20F: 3 clusters Score -3739195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3739222.000000 Penalty: 5005.918457
	Iteration 21Q: 3 clusters Score -3739222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3739244.750000 Penalty: 5005.918457
	Iteration 22Q: 3 clusters Score -3739245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3739247.500000 Penalty: 5005.918457
	Iteration 23Q: 3 clusters Score -3739248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3739270.500000 Penalty: 5005.918457
	Iteration 24Q: 3 clusters Score -3739270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3739284.500000 Penalty: 5005.918457
	Iteration 25Q: 3 clusters Score -3739284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3739302.500000 Penalty: 5005.918457
	Iteration 26Q: 3 clusters Score -3739302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3739314.500000 Penalty: 5005.918457
	Iteration 27Q: 3 clusters Score -3739314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3739316.000000 Penalty: 5005.918457
	Iteration 28Q: 3 clusters Score -3739316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3739322.750000 Penalty: 5005.918457
	Iteration 29Q: 3 clusters Score -3739323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3739325.250000 Penalty: 5005.918457
	Iteration 30Q: 3 clusters Score -3739325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3739323.500000 Penalty: 5005.918457
	Iteration 31Q: 3 clusters Score -3739324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3739330.250000 Penalty: 5005.918457
	Iteration 32Q: 3 clusters Score -3739330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3739337.250000 Penalty: 5005.918457
	Iteration 33Q: 3 clusters Score -3739337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3739342.750000 Penalty: 5005.918457
	Iteration 34Q: 3 clusters Score -3739343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3739350.750000 Penalty: 5005.918457
	Iteration 35Q: 3 clusters Score -3739351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3739349.000000 Penalty: 5005.918457
	Iteration 36Q: 3 clusters Score -3739349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3739349.250000 Penalty: 5005.918457
	Iteration 37Q: 3 clusters Score -3739349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3739353.750000 Penalty: 5005.918457
	Iteration 38Q: 3 clusters Score -3739354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3739351.750000 Penalty: 5005.918457
	Iteration 39Q: 3 clusters Score -3739352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3739351.750000 Penalty: 5005.918457
	Iteration 40F: 3 clusters Score -3739352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -240887.953125 Penalty: 1833.834229
	Iteration 0F: 2 clusters Score -240888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -238528.906250 Penalty: 3667.668457
	Iteration 0F: 3 clusters Score -238528.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -238959.281250 Penalty: 3667.668457
	Iteration 1F: 3 clusters Score -238959.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -239113.984375 Penalty: 3667.668457
	Iteration 2F: 3 clusters Score -239114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -239208.375000 Penalty: 3667.668457
	Iteration 3F: 3 clusters Score -239208.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -239261.593750 Penalty: 3667.668457
	Iteration 4Q: 3 clusters Score -239261.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -239302.328125 Penalty: 3667.668457
	Iteration 5Q: 3 clusters Score -239302.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -239339.515625 Penalty: 3667.668457
	Iteration 6Q: 3 clusters Score -239339.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -239369.187500 Penalty: 3667.668457
	Iteration 7Q: 3 clusters Score -239369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -239389.281250 Penalty: 3667.668457
	Iteration 8Q: 3 clusters Score -239389.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -239409.453125 Penalty: 3667.668457
	Iteration 9Q: 3 clusters Score -239409.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -239424.812500 Penalty: 3667.668457
	Iteration 10Q: 3 clusters Score -239424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -239438.781250 Penalty: 3667.668457
	Iteration 11Q: 3 clusters Score -239438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -239444.578125 Penalty: 3667.668457
	Iteration 12Q: 3 clusters Score -239444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -239447.312500 Penalty: 3667.668457
	Iteration 13Q: 3 clusters Score -239447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -239449.390625 Penalty: 3667.668457
	Iteration 14Q: 3 clusters Score -239449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -239449.750000 Penalty: 3667.668457
	Iteration 15Q: 3 clusters Score -239449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -239451.406250 Penalty: 3667.668457
	Iteration 16Q: 3 clusters Score -239451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -239452.546875 Penalty: 3667.668457
	Iteration 17Q: 3 clusters Score -239452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -239452.546875 Penalty: 3667.668457
	Iteration 18F: 3 clusters Score -239452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Entering Unmasked Estep 
Score: -15078426.000000 Penalty: 2851.162598
	Iteration 0F: 2 clusters Score -1.507843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -15012584.000000 Penalty: 5702.325195
	Iteration 0F: 3 clusters Score -1.501258e+07 nChanged 46632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -15038937.000000 Penalty: 5702.325195
	Iteration 1F: 3 clusters Score -1.503894e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -15039677.000000 Penalty: 5702.325195
	Iteration 2Q: 3 clusters Score -1.503968e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -15040447.000000 Penalty: 5702.325195
	Iteration 3Q: 3 clusters Score -1.504045e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -15041856.000000 Penalty: 5702.325195
	Iteration 4Q: 3 clusters Score -1.504186e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -15043963.000000 Penalty: 5702.325195
	Iteration 5Q: 3 clusters Score -1.504396e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -15047733.000000 Penalty: 5702.325195
	Iteration 6F: 3 clusters Score -1.504773e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -15053790.000000 Penalty: 5702.325195
	Iteration 7F: 3 clusters Score -1.505379e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -15061576.000000 Penalty: 5702.325195
	Iteration 8F: 3 clusters Score -1.506158e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -15068641.000000 Penalty: 5702.325195
	Iteration 9F: 3 clusters Score -1.506864e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -15072983.000000 Penalty: 5702.325195
	Iteration 10Q: 3 clusters Score -1.507298e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -15074953.000000 Penalty: 5702.325195
	Iteration 11Q: 3 clusters Score -1.507495e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15075633.000000 Penalty: 5702.325195
	Iteration 12Q: 3 clusters Score -1.507563e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15075881.000000 Penalty: 5702.325195
	Iteration 13Q: 3 clusters Score -1.507588e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97961 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -15075998.000000 Penalty: 5702.325195
	Iteration 14Q: 3 clusters Score -1.5076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -15076034.000000 Penalty: 5702.325195
	Iteration 15Q: 3 clusters Score -1.507603e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -15076078.000000 Penalty: 5702.325195
	Iteration 16Q: 3 clusters Score -1.507608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -15076092.000000 Penalty: 5702.325195
	Iteration 17Q: 3 clusters Score -1.507609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15076100.000000 Penalty: 5702.325195
	Iteration 18Q: 3 clusters Score -1.50761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15076114.000000 Penalty: 5702.325195
	Iteration 19Q: 3 clusters Score -1.507611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -15076118.000000 Penalty: 5702.325195
	Iteration 20F: 3 clusters Score -1.507612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15076133.000000 Penalty: 5702.325195
	Iteration 21Q: 3 clusters Score -1.507613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15076126.000000 Penalty: 5702.325195
	Iteration 22Q: 3 clusters Score -1.507613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15076130.000000 Penalty: 5702.325195
	Iteration 23Q: 3 clusters Score -1.507613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15076131.000000 Penalty: 5702.325195
	Iteration 24Q: 3 clusters Score -1.507613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -15076134.000000 Penalty: 5702.325195
	Iteration 25Q: 3 clusters Score -1.507613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15076134.000000 Penalty: 5702.325195
	Iteration 26Q: 3 clusters Score -1.507613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -15076136.000000 Penalty: 5702.325195
	Iteration 27Q: 3 clusters Score -1.507614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15076136.000000 Penalty: 5702.325195
	Iteration 28Q: 3 clusters Score -1.507614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15076136.000000 Penalty: 5702.325195
	Iteration 29F: 3 clusters Score -1.507614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -25410.167969 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -25410.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24390.687500 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -24390.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24794.021484 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -24794.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25128.105469 Penalty: 2771.275391
	Iteration 2F: 3 clusters Score -25128.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25298.111328 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -25298.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25400.892578 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -25400.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25501.765625 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -25501.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25521.478516 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -25521.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25583.417969 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -25583.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25650.619141 Penalty: 2771.275391
	Iteration 8Q: 3 clusters Score -25650.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25758.771484 Penalty: 2771.275391
	Iteration 9Q: 3 clusters Score -25758.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25875.974609 Penalty: 2771.275391
	Iteration 10Q: 3 clusters Score -25875.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25921.255859 Penalty: 2771.275391
	Iteration 11Q: 3 clusters Score -25921.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25943.212891 Penalty: 2771.275391
	Iteration 12Q: 3 clusters Score -25943.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25956.646484 Penalty: 2771.275391
	Iteration 13Q: 3 clusters Score -25956.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25971.892578 Penalty: 2771.275391
	Iteration 14F: 3 clusters Score -25971.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26043.134766 Penalty: 2771.275391
	Iteration 15Q: 3 clusters Score -26043.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26088.533203 Penalty: 2771.275391
	Iteration 16Q: 3 clusters Score -26088.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26090.630859 Penalty: 2771.275391
	Iteration 17F: 3 clusters Score -26090.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26132.828125 Penalty: 2771.275391
	Iteration 18Q: 3 clusters Score -26132.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26191.746094 Penalty: 2771.275391
	Iteration 19Q: 3 clusters Score -26191.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26475.615234 Penalty: 2771.275391
	Iteration 20F: 3 clusters Score -26475.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26537.673828 Penalty: 2771.275391
	Iteration 21Q: 3 clusters Score -26537.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26565.455078 Penalty: 2771.275391
	Iteration 22Q: 3 clusters Score -26565.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26565.455078 Penalty: 2771.275391
	Iteration 23F: 3 clusters Score -26565.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 154 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 160431 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
Score: -104155088.000000 Penalty: 123466.296875
Splitting cluster 4 changes total score from -104156192.000000 to -104155088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Entering Unmasked Estep 
Score: -6478855.000000 Penalty: 2640.937744
	Iteration 0F: 2 clusters Score -6478855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6450547.000000 Penalty: 5281.875488
	Iteration 0F: 3 clusters Score -6450547 nChanged 19285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -6461225.000000 Penalty: 5281.875488
	Iteration 1F: 3 clusters Score -6461225 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6461975.000000 Penalty: 5281.875488
	Iteration 2Q: 3 clusters Score -6461975 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -6462828.500000 Penalty: 5281.875488
	Iteration 3Q: 3 clusters Score -6462828 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -6463821.500000 Penalty: 5281.875488
	Iteration 4Q: 3 clusters Score -6463822 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -6465130.000000 Penalty: 5281.875488
	Iteration 5F: 3 clusters Score -6465130 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -6466670.500000 Penalty: 5281.875488
	Iteration 6F: 3 clusters Score -6466670 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -6468514.500000 Penalty: 5281.875488
	Iteration 7F: 3 clusters Score -6468514 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -6470536.500000 Penalty: 5281.875488
	Iteration 8F: 3 clusters Score -6470536 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -6472284.000000 Penalty: 5281.875488
	Iteration 9F: 3 clusters Score -6472284 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -6473447.000000 Penalty: 5281.875488
	Iteration 10Q: 3 clusters Score -6473447 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -6474025.500000 Penalty: 5281.875488
	Iteration 11Q: 3 clusters Score -6474026 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -6474313.000000 Penalty: 5281.875488
	Iteration 12Q: 3 clusters Score -6474313 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6474471.500000 Penalty: 5281.875488
	Iteration 13Q: 3 clusters Score -6474472 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6474605.500000 Penalty: 5281.875488
	Iteration 14Q: 3 clusters Score -6474606 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6474725.500000 Penalty: 5281.875488
	Iteration 15Q: 3 clusters Score -6474726 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -6474784.000000 Penalty: 5281.875488
	Iteration 16Q: 3 clusters Score -6474784 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -6474826.500000 Penalty: 5281.875488
	Iteration 17Q: 3 clusters Score -6474826 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6474894.500000 Penalty: 5281.875488
	Iteration 18Q: 3 clusters Score -6474894 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6474915.000000 Penalty: 5281.875488
	Iteration 19Q: 3 clusters Score -6474915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -6474939.000000 Penalty: 5281.875488
	Iteration 20F: 3 clusters Score -6474939 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6474940.500000 Penalty: 5281.875488
	Iteration 21Q: 3 clusters Score -6474940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6474950.500000 Penalty: 5281.875488
	Iteration 22Q: 3 clusters Score -6474950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -6474949.500000 Penalty: 5281.875488
	Iteration 23Q: 3 clusters Score -6474950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6474957.500000 Penalty: 5281.875488
	Iteration 24Q: 3 clusters Score -6474958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6474956.000000 Penalty: 5281.875488
	Iteration 25Q: 3 clusters Score -6474956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -6474960.500000 Penalty: 5281.875488
	Iteration 26Q: 3 clusters Score -6474960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6474951.000000 Penalty: 5281.875488
	Iteration 27Q: 3 clusters Score -6474951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6474963.500000 Penalty: 5281.875488
	Iteration 28Q: 3 clusters Score -6474964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -6474949.000000 Penalty: 5281.875488
	Iteration 29Q: 3 clusters Score -6474949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -6474967.500000 Penalty: 5281.875488
	Iteration 30Q: 3 clusters Score -6474968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6474978.000000 Penalty: 5281.875488
	Iteration 31Q: 3 clusters Score -6474978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -6474977.500000 Penalty: 5281.875488
	Iteration 32Q: 3 clusters Score -6474978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6474993.500000 Penalty: 5281.875488
	Iteration 33Q: 3 clusters Score -6474994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -6475012.500000 Penalty: 5281.875488
	Iteration 34Q: 3 clusters Score -6475012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6475008.000000 Penalty: 5281.875488
	Iteration 35Q: 3 clusters Score -6475008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6475037.000000 Penalty: 5281.875488
	Iteration 36Q: 3 clusters Score -6475037 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6475027.500000 Penalty: 5281.875488
	Iteration 37Q: 3 clusters Score -6475028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -6475059.500000 Penalty: 5281.875488
	Iteration 38Q: 3 clusters Score -6475060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -6475052.500000 Penalty: 5281.875488
	Iteration 39Q: 3 clusters Score -6475052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -6475067.500000 Penalty: 5281.875488
	Iteration 40F: 3 clusters Score -6475068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -6475069.000000 Penalty: 5281.875488
	Iteration 41Q: 3 clusters Score -6475069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -6475071.000000 Penalty: 5281.875488
	Iteration 42Q: 3 clusters Score -6475071 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -6475080.500000 Penalty: 5281.875488
	Iteration 43Q: 3 clusters Score -6475080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6475092.000000 Penalty: 5281.875488
	Iteration 44Q: 3 clusters Score -6475092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -6475107.500000 Penalty: 5281.875488
	Iteration 45Q: 3 clusters Score -6475108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6475107.000000 Penalty: 5281.875488
	Iteration 46Q: 3 clusters Score -6475107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -6475087.500000 Penalty: 5281.875488
	Iteration 47Q: 3 clusters Score -6475088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -6475098.000000 Penalty: 5281.875488
	Iteration 48Q: 3 clusters Score -6475098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -6475091.500000 Penalty: 5281.875488
	Iteration 49Q: 3 clusters Score -6475092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -6475107.500000 Penalty: 5281.875488
	Iteration 50Q: 3 clusters Score -6475108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -6475106.000000 Penalty: 5281.875488
	Iteration 51Q: 3 clusters Score -6475106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6475124.000000 Penalty: 5281.875488
	Iteration 52Q: 3 clusters Score -6475124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -6475139.500000 Penalty: 5281.875488
	Iteration 53Q: 3 clusters Score -6475140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -6475149.500000 Penalty: 5281.875488
	Iteration 54Q: 3 clusters Score -6475150 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6475178.500000 Penalty: 5281.875488
	Iteration 55Q: 3 clusters Score -6475178 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -6475198.500000 Penalty: 5281.875488
	Iteration 56Q: 3 clusters Score -6475198 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -6475232.000000 Penalty: 5281.875488
	Iteration 57Q: 3 clusters Score -6475232 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -6475242.000000 Penalty: 5281.875488
	Iteration 58Q: 3 clusters Score -6475242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6475264 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6475290 nChanged 198
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Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 20123 members 
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	Iteration 61Q: 3 clusters Score -6475304 nChanged 206
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Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 19919 members 
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	Iteration 62Q: 3 clusters Score -6475334 nChanged 217
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Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6475372 nChanged 229
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Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 19475 members 
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	Iteration 64Q: 3 clusters Score -6475399 nChanged 222
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Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6475430 nChanged 238
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Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6475459 nChanged 263
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Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6475558 nChanged 263
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Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6475594 nChanged 243
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Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6475622 nChanged 258
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Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17698 members 
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	Iteration 71Q: 3 clusters Score -6475655 nChanged 263
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Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 17437 members 
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Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6475740 nChanged 236
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Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6475776 nChanged 256
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Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6475808 nChanged 260
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Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 16447 members 
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	Iteration 76Q: 3 clusters Score -6475884 nChanged 273
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Mstep: Class 1 contains 25972 members 
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	Iteration 77Q: 3 clusters Score -6475950 nChanged 275
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Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 15911 members 
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Mstep: Class 1 contains 26501 members 
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	Iteration 79Q: 3 clusters Score -6476087 nChanged 289
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Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6476172 nChanged 262
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Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 15108 members 
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	Iteration 81Q: 3 clusters Score -6476251 nChanged 260
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Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 14852 members 
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	Iteration 82Q: 3 clusters Score -6476296 nChanged 237
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Mstep: Class 1 contains 27525 members 
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	Iteration 83Q: 3 clusters Score -6476352 nChanged 218
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Mstep: Class 1 contains 27739 members 
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	Iteration 84Q: 3 clusters Score -6476396 nChanged 210
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Mstep: Class 1 contains 27945 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6476432 nChanged 175
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	Iteration 86Q: 3 clusters Score -6476466 nChanged 145
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Mstep: Class 1 contains 28265 members 
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	Iteration 87Q: 3 clusters Score -6476492 nChanged 136
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Mstep: Class 1 contains 28401 members 
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	Iteration 88Q: 3 clusters Score -6476506 nChanged 125
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Mstep: Class 1 contains 28526 members 
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	Iteration 89Q: 3 clusters Score -6476526 nChanged 118
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Mstep: Class 1 contains 28644 members 
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	Iteration 90Q: 3 clusters Score -6476540 nChanged 104
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Mstep: Class 1 contains 28748 members 
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	Iteration 91Q: 3 clusters Score -6476548 nChanged 86
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Mstep: Class 1 contains 28834 members 
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	Iteration 92Q: 3 clusters Score -6476566 nChanged 75
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Mstep: Class 1 contains 28909 members 
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	Iteration 93Q: 3 clusters Score -6476574 nChanged 82
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Mstep: Class 1 contains 28991 members 
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	Iteration 94Q: 3 clusters Score -6476585 nChanged 86
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	Iteration 95Q: 3 clusters Score -6476588 nChanged 80
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	Iteration 96Q: 3 clusters Score -6476584 nChanged 92
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	Iteration 97Q: 3 clusters Score -6476592 nChanged 93
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Mstep: Class 1 contains 29338 members 
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	Iteration 98Q: 3 clusters Score -6476606 nChanged 94
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Mstep: Class 1 contains 29430 members 
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	Iteration 99Q: 3 clusters Score -6476619 nChanged 85
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Mstep: Class 1 contains 29515 members 
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	Iteration 100F: 3 clusters Score -6476628 nChanged 79
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Mstep: Class 1 contains 29594 members 
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	Iteration 101Q: 3 clusters Score -6476624 nChanged 82
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Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 12474 members 
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	Iteration 102Q: 3 clusters Score -6476628 nChanged 82
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Mstep: Class 1 contains 29756 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6476626 nChanged 68
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Mstep: Class 1 contains 29820 members 
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	Iteration 104Q: 3 clusters Score -6476626 nChanged 57
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Mstep: Class 1 contains 29877 members 
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	Iteration 105Q: 3 clusters Score -6476612 nChanged 57
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Mstep: Class 1 contains 29934 members 
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	Iteration 106Q: 3 clusters Score -6476642 nChanged 43
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Mstep: Class 1 contains 29977 members 
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	Iteration 107Q: 3 clusters Score -6476656 nChanged 42
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Mstep: Class 1 contains 30019 members 
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	Iteration 108Q: 3 clusters Score -6476652 nChanged 54
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Mstep: Class 1 contains 30073 members 
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	Iteration 109Q: 3 clusters Score -6476664 nChanged 46
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	Iteration 110Q: 3 clusters Score -6476666 nChanged 43
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Mstep: Class 1 contains 30158 members 
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	Iteration 111Q: 3 clusters Score -6476672 nChanged 34
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Mstep: Class 1 contains 30192 members 
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	Iteration 112Q: 3 clusters Score -6476694 nChanged 45
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	Iteration 113Q: 3 clusters Score -6476680 nChanged 44
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Mstep: Class 1 contains 30279 members 
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	Iteration 114Q: 3 clusters Score -6476678 nChanged 30
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Mstep: Class 1 contains 30307 members 
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	Iteration 115Q: 3 clusters Score -6476680 nChanged 27
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Mstep: Class 1 contains 30332 members 
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	Iteration 116Q: 3 clusters Score -6476686 nChanged 24
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Mstep: Class 1 contains 30352 members 
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	Iteration 117Q: 3 clusters Score -6476690 nChanged 25
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Mstep: Class 1 contains 30375 members 
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	Iteration 118Q: 3 clusters Score -6476676 nChanged 23
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Mstep: Class 1 contains 30394 members 
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	Iteration 119Q: 3 clusters Score -6476682 nChanged 29
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Mstep: Class 1 contains 30421 members 
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	Iteration 120F: 3 clusters Score -6476690 nChanged 28
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Mstep: Class 1 contains 30447 members 
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	Iteration 121Q: 3 clusters Score -6476696 nChanged 27
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	Iteration 122Q: 3 clusters Score -6476700 nChanged 26
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	Iteration 123Q: 3 clusters Score -6476692 nChanged 22
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	Iteration 124Q: 3 clusters Score -6476692 nChanged 29
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	Iteration 125Q: 3 clusters Score -6476700 nChanged 26
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	Iteration 126Q: 3 clusters Score -6476712 nChanged 24
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	Iteration 127Q: 3 clusters Score -6476714 nChanged 13
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	Iteration 128Q: 3 clusters Score -6476700 nChanged 9
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	Iteration 129Q: 3 clusters Score -6476708 nChanged 9
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	Iteration 130Q: 3 clusters Score -6476714 nChanged 13
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	Iteration 131Q: 3 clusters Score -6476712 nChanged 15
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	Iteration 132Q: 3 clusters Score -6476716 nChanged 10
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	Iteration 133Q: 3 clusters Score -6476718 nChanged 9
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	Iteration 134Q: 3 clusters Score -6476718 nChanged 10
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	Iteration 135Q: 3 clusters Score -6476714 nChanged 6
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	Iteration 136Q: 3 clusters Score -6476716 nChanged 7
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	Iteration 137Q: 3 clusters Score -6476722 nChanged 7
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	Iteration 138Q: 3 clusters Score -6476720 nChanged 7
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	Iteration 139Q: 3 clusters Score -6476721 nChanged 3
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	Iteration 140F: 3 clusters Score -6476712 nChanged 4
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	Iteration 141Q: 3 clusters Score -6476716 nChanged 2
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	Iteration 142Q: 3 clusters Score -6476717 nChanged 4
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	Iteration 143Q: 3 clusters Score -6476724 nChanged 5
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	Iteration 144Q: 3 clusters Score -6476720 nChanged 5
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	Iteration 145Q: 3 clusters Score -6476723 nChanged 4
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	Iteration 146Q: 3 clusters Score -6476728 nChanged 2
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	Iteration 147Q: 3 clusters Score -6476727 nChanged 4
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	Iteration 148Q: 3 clusters Score -6476724 nChanged 5
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	Iteration 149Q: 3 clusters Score -6476724 nChanged 5
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	Iteration 150Q: 3 clusters Score -6476727 nChanged 10
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	Iteration 151Q: 3 clusters Score -6476732 nChanged 9
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Entering Unmasked Estep 
Score: -6476729.000000 Penalty: 5281.875488
	Iteration 152Q: 3 clusters Score -6476729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -6476733.000000 Penalty: 5281.875488
	Iteration 153Q: 3 clusters Score -6476733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -6476725.500000 Penalty: 5281.875488
	Iteration 154Q: 3 clusters Score -6476726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -6476714.500000 Penalty: 5281.875488
	Iteration 155Q: 3 clusters Score -6476714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -6476720.000000 Penalty: 5281.875488
	Iteration 156Q: 3 clusters Score -6476720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -6476717.500000 Penalty: 5281.875488
	Iteration 157Q: 3 clusters Score -6476718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -6476711.000000 Penalty: 5281.875488
	Iteration 158Q: 3 clusters Score -6476711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -6476711.500000 Penalty: 5281.875488
	Iteration 159Q: 3 clusters Score -6476712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6476721.500000 Penalty: 5281.875488
	Iteration 160F: 3 clusters Score -6476722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -6476720.000000 Penalty: 5281.875488
	Iteration 161Q: 3 clusters Score -6476720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -6476725.500000 Penalty: 5281.875488
	Iteration 162Q: 3 clusters Score -6476726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6476722.500000 Penalty: 5281.875488
	Iteration 163Q: 3 clusters Score -6476722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -6476725.000000 Penalty: 5281.875488
	Iteration 164Q: 3 clusters Score -6476725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -6476720.000000 Penalty: 5281.875488
	Iteration 165Q: 3 clusters Score -6476720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -6476719.500000 Penalty: 5281.875488
	Iteration 166Q: 3 clusters Score -6476720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -6476722.500000 Penalty: 5281.875488
	Iteration 167Q: 3 clusters Score -6476722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -6476723.500000 Penalty: 5281.875488
	Iteration 168Q: 3 clusters Score -6476724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -6476724.000000 Penalty: 5281.875488
	Iteration 169Q: 3 clusters Score -6476724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -6476719.500000 Penalty: 5281.875488
	Iteration 170Q: 3 clusters Score -6476720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6476722.000000 Penalty: 5281.875488
	Iteration 171Q: 3 clusters Score -6476722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6476722.500000 Penalty: 5281.875488
	Iteration 172Q: 3 clusters Score -6476722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6476722.000000 Penalty: 5281.875488
	Iteration 173Q: 3 clusters Score -6476722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -6476724.000000 Penalty: 5281.875488
	Iteration 174Q: 3 clusters Score -6476724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -6476724.000000 Penalty: 5281.875488
	Iteration 175F: 3 clusters Score -6476724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -326760.781250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -326760.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -323977.781250 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -323977.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324623.968750 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -324624 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -324871.562500 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -324871.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -325037.656250 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -325037.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325141.375000 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -325141.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -325217.250000 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -325217.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -325283.906250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -325283.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -325327.375000 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -325327.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -325369.906250 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -325369.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -325393.375000 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -325393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -325413.343750 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -325413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -325427.593750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -325427.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -325452.187500 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -325452.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -325473.156250 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -325473.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -325498.343750 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -325498.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -325514.187500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -325514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -325527.781250 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -325527.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -325551.562500 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -325551.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -325575.812500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -325575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -325598.718750 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -325598.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -325621.375000 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -325621.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -325645.562500 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -325645.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -325687.875000 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -325687.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -325717.125000 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -325717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -325731.937500 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -325731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325749.843750 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -325749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -325766.781250 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -325766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -325777.656250 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -325777.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -325786.375000 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -325786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -325792.218750 Penalty: 3844.304932
	Iteration 29Q: 3 clusters Score -325792.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -325800.125000 Penalty: 3844.304932
	Iteration 30Q: 3 clusters Score -325800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -325810.000000 Penalty: 3844.304932
	Iteration 31Q: 3 clusters Score -325810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -325822.000000 Penalty: 3844.304932
	Iteration 32Q: 3 clusters Score -325822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -325834.812500 Penalty: 3844.304932
	Iteration 33Q: 3 clusters Score -325834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -325837.500000 Penalty: 3844.304932
	Iteration 34Q: 3 clusters Score -325837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -325841.906250 Penalty: 3844.304932
	Iteration 35Q: 3 clusters Score -325841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -325846.718750 Penalty: 3844.304932
	Iteration 36Q: 3 clusters Score -325846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -325851.187500 Penalty: 3844.304932
	Iteration 37Q: 3 clusters Score -325851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -325856.062500 Penalty: 3844.304932
	Iteration 38Q: 3 clusters Score -325856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -325857.843750 Penalty: 3844.304932
	Iteration 39Q: 3 clusters Score -325857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -325859.468750 Penalty: 3844.304932
	Iteration 40F: 3 clusters Score -325859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -325861.500000 Penalty: 3844.304932
	Iteration 41Q: 3 clusters Score -325861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -325866.312500 Penalty: 3844.304932
	Iteration 42Q: 3 clusters Score -325866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -325866.500000 Penalty: 3844.304932
	Iteration 43Q: 3 clusters Score -325866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -325866.500000 Penalty: 3844.304932
	Iteration 44F: 3 clusters Score -325866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1776477.500000 Penalty: 2324.433105
	Iteration 0F: 2 clusters Score -1776478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1767681.250000 Penalty: 4648.866211
	Iteration 0F: 3 clusters Score -1767681 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1770276.125000 Penalty: 4648.866211
	Iteration 1F: 3 clusters Score -1770276 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1770578.250000 Penalty: 4648.866211
	Iteration 2F: 3 clusters Score -1770578 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1770815.250000 Penalty: 4648.866211
	Iteration 3Q: 3 clusters Score -1770815 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1771038.375000 Penalty: 4648.866211
	Iteration 4Q: 3 clusters Score -1771038 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1771241.000000 Penalty: 4648.866211
	Iteration 5Q: 3 clusters Score -1771241 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1771420.625000 Penalty: 4648.866211
	Iteration 6Q: 3 clusters Score -1771421 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1771586.375000 Penalty: 4648.866211
	Iteration 7Q: 3 clusters Score -1771586 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1771761.500000 Penalty: 4648.866211
	Iteration 8Q: 3 clusters Score -1771762 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1771960.000000 Penalty: 4648.866211
	Iteration 9Q: 3 clusters Score -1771960 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1772124.375000 Penalty: 4648.866211
	Iteration 10Q: 3 clusters Score -1772124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1772282.125000 Penalty: 4648.866211
	Iteration 11Q: 3 clusters Score -1772282 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1772444.125000 Penalty: 4648.866211
	Iteration 12Q: 3 clusters Score -1772444 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1772603.250000 Penalty: 4648.866211
	Iteration 13Q: 3 clusters Score -1772603 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1772764.750000 Penalty: 4648.866211
	Iteration 14Q: 3 clusters Score -1772765 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1772916.125000 Penalty: 4648.866211
	Iteration 15Q: 3 clusters Score -1772916 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1773055.250000 Penalty: 4648.866211
	Iteration 16Q: 3 clusters Score -1773055 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1773156.500000 Penalty: 4648.866211
	Iteration 17Q: 3 clusters Score -1773156 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1773257.000000 Penalty: 4648.866211
	Iteration 18Q: 3 clusters Score -1773257 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1773330.000000 Penalty: 4648.866211
	Iteration 19Q: 3 clusters Score -1773330 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1773403.875000 Penalty: 4648.866211
	Iteration 20F: 3 clusters Score -1773404 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1773460.250000 Penalty: 4648.866211
	Iteration 21Q: 3 clusters Score -1773460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1773510.625000 Penalty: 4648.866211
	Iteration 22Q: 3 clusters Score -1773511 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1773554.125000 Penalty: 4648.866211
	Iteration 23Q: 3 clusters Score -1773554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1773584.250000 Penalty: 4648.866211
	Iteration 24Q: 3 clusters Score -1773584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1773622.125000 Penalty: 4648.866211
	Iteration 25Q: 3 clusters Score -1773622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1773668.375000 Penalty: 4648.866211
	Iteration 26Q: 3 clusters Score -1773668 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1773704.750000 Penalty: 4648.866211
	Iteration 27Q: 3 clusters Score -1773705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1773744.750000 Penalty: 4648.866211
	Iteration 28Q: 3 clusters Score -1773745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1773772.875000 Penalty: 4648.866211
	Iteration 29Q: 3 clusters Score -1773773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1773800.125000 Penalty: 4648.866211
	Iteration 30Q: 3 clusters Score -1773800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1773823.750000 Penalty: 4648.866211
	Iteration 31Q: 3 clusters Score -1773824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1773847.250000 Penalty: 4648.866211
	Iteration 32Q: 3 clusters Score -1773847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1773873.250000 Penalty: 4648.866211
	Iteration 33Q: 3 clusters Score -1773873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1773896.875000 Penalty: 4648.866211
	Iteration 34Q: 3 clusters Score -1773897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1773925.625000 Penalty: 4648.866211
	Iteration 35Q: 3 clusters Score -1773926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1773941.375000 Penalty: 4648.866211
	Iteration 36Q: 3 clusters Score -1773941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1773959.625000 Penalty: 4648.866211
	Iteration 37Q: 3 clusters Score -1773960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1773983.125000 Penalty: 4648.866211
	Iteration 38Q: 3 clusters Score -1773983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1774004.750000 Penalty: 4648.866211
	Iteration 39Q: 3 clusters Score -1774005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1774021.375000 Penalty: 4648.866211
	Iteration 40F: 3 clusters Score -1774021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1774036.250000 Penalty: 4648.866211
	Iteration 41Q: 3 clusters Score -1774036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1774043.625000 Penalty: 4648.866211
	Iteration 42Q: 3 clusters Score -1774044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1774050.750000 Penalty: 4648.866211
	Iteration 43Q: 3 clusters Score -1774051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1774055.375000 Penalty: 4648.866211
	Iteration 44Q: 3 clusters Score -1774055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1774060.500000 Penalty: 4648.866211
	Iteration 45Q: 3 clusters Score -1774060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1774066.750000 Penalty: 4648.866211
	Iteration 46Q: 3 clusters Score -1774067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1774069.250000 Penalty: 4648.866211
	Iteration 47Q: 3 clusters Score -1774069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1774076.625000 Penalty: 4648.866211
	Iteration 48Q: 3 clusters Score -1774077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1774079.625000 Penalty: 4648.866211
	Iteration 49Q: 3 clusters Score -1774080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1774082.000000 Penalty: 4648.866211
	Iteration 50Q: 3 clusters Score -1774082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1774084.375000 Penalty: 4648.866211
	Iteration 51Q: 3 clusters Score -1774084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1774083.875000 Penalty: 4648.866211
	Iteration 52Q: 3 clusters Score -1774084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1774086.625000 Penalty: 4648.866211
	Iteration 53Q: 3 clusters Score -1774087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1774092.125000 Penalty: 4648.866211
	Iteration 54Q: 3 clusters Score -1774092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1774093.750000 Penalty: 4648.866211
	Iteration 55Q: 3 clusters Score -1774094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1774098.375000 Penalty: 4648.866211
	Iteration 56Q: 3 clusters Score -1774098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1774100.125000 Penalty: 4648.866211
	Iteration 57Q: 3 clusters Score -1774100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1774103.125000 Penalty: 4648.866211
	Iteration 58Q: 3 clusters Score -1774103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1774106.500000 Penalty: 4648.866211
	Iteration 59Q: 3 clusters Score -1774106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1774109.625000 Penalty: 4648.866211
	Iteration 60F: 3 clusters Score -1774110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1774112.125000 Penalty: 4648.866211
	Iteration 61Q: 3 clusters Score -1774112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1774125.000000 Penalty: 4648.866211
	Iteration 62Q: 3 clusters Score -1774125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1774123.875000 Penalty: 4648.866211
	Iteration 63Q: 3 clusters Score -1774124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1774130.375000 Penalty: 4648.866211
	Iteration 64Q: 3 clusters Score -1774130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1774134.000000 Penalty: 4648.866211
	Iteration 65Q: 3 clusters Score -1774134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1774137.375000 Penalty: 4648.866211
	Iteration 66Q: 3 clusters Score -1774137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1774139.625000 Penalty: 4648.866211
	Iteration 67Q: 3 clusters Score -1774140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1774141.625000 Penalty: 4648.866211
	Iteration 68Q: 3 clusters Score -1774142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1774146.875000 Penalty: 4648.866211
	Iteration 69Q: 3 clusters Score -1774147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1774150.625000 Penalty: 4648.866211
	Iteration 70Q: 3 clusters Score -1774151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1774151.750000 Penalty: 4648.866211
	Iteration 71Q: 3 clusters Score -1774152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1774153.500000 Penalty: 4648.866211
	Iteration 72Q: 3 clusters Score -1774154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1774157.875000 Penalty: 4648.866211
	Iteration 73Q: 3 clusters Score -1774158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1774162.375000 Penalty: 4648.866211
	Iteration 74Q: 3 clusters Score -1774162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1774164.625000 Penalty: 4648.866211
	Iteration 75Q: 3 clusters Score -1774165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1774168.875000 Penalty: 4648.866211
	Iteration 76Q: 3 clusters Score -1774169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1774172.125000 Penalty: 4648.866211
	Iteration 77Q: 3 clusters Score -1774172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1774180.875000 Penalty: 4648.866211
	Iteration 78Q: 3 clusters Score -1774181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1774187.875000 Penalty: 4648.866211
	Iteration 79Q: 3 clusters Score -1774188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1774197.375000 Penalty: 4648.866211
	Iteration 80F: 3 clusters Score -1774197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1774205.500000 Penalty: 4648.866211
	Iteration 81Q: 3 clusters Score -1774206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1774212.625000 Penalty: 4648.866211
	Iteration 82Q: 3 clusters Score -1774213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1774224.500000 Penalty: 4648.866211
	Iteration 83Q: 3 clusters Score -1774224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1774232.500000 Penalty: 4648.866211
	Iteration 84Q: 3 clusters Score -1774232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1774241.125000 Penalty: 4648.866211
	Iteration 85Q: 3 clusters Score -1774241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1774255.750000 Penalty: 4648.866211
	Iteration 86Q: 3 clusters Score -1774256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1774266.125000 Penalty: 4648.866211
	Iteration 87Q: 3 clusters Score -1774266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1774274.875000 Penalty: 4648.866211
	Iteration 88Q: 3 clusters Score -1774275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1774285.250000 Penalty: 4648.866211
	Iteration 89Q: 3 clusters Score -1774285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1774291.250000 Penalty: 4648.866211
	Iteration 90Q: 3 clusters Score -1774291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1774295.500000 Penalty: 4648.866211
	Iteration 91Q: 3 clusters Score -1774296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1774311.750000 Penalty: 4648.866211
	Iteration 92Q: 3 clusters Score -1774312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1774318.000000 Penalty: 4648.866211
	Iteration 93Q: 3 clusters Score -1774318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1774324.250000 Penalty: 4648.866211
	Iteration 94Q: 3 clusters Score -1774324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1774329.000000 Penalty: 4648.866211
	Iteration 95Q: 3 clusters Score -1774329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1774339.250000 Penalty: 4648.866211
	Iteration 96Q: 3 clusters Score -1774339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1774347.875000 Penalty: 4648.866211
	Iteration 97Q: 3 clusters Score -1774348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1774359.500000 Penalty: 4648.866211
	Iteration 98Q: 3 clusters Score -1774360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1774361.375000 Penalty: 4648.866211
	Iteration 99Q: 3 clusters Score -1774361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1774365.750000 Penalty: 4648.866211
	Iteration 100F: 3 clusters Score -1774366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1774370.000000 Penalty: 4648.866211
	Iteration 101Q: 3 clusters Score -1774370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1774374.750000 Penalty: 4648.866211
	Iteration 102Q: 3 clusters Score -1774375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1774382.250000 Penalty: 4648.866211
	Iteration 103Q: 3 clusters Score -1774382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1774381.875000 Penalty: 4648.866211
	Iteration 104Q: 3 clusters Score -1774382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1774386.125000 Penalty: 4648.866211
	Iteration 105Q: 3 clusters Score -1774386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1774389.750000 Penalty: 4648.866211
	Iteration 106Q: 3 clusters Score -1774390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1774393.750000 Penalty: 4648.866211
	Iteration 107Q: 3 clusters Score -1774394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1774403.125000 Penalty: 4648.866211
	Iteration 108Q: 3 clusters Score -1774403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1774402.750000 Penalty: 4648.866211
	Iteration 109Q: 3 clusters Score -1774403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1774403.500000 Penalty: 4648.866211
	Iteration 110Q: 3 clusters Score -1774404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1774407.875000 Penalty: 4648.866211
	Iteration 111Q: 3 clusters Score -1774408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1774410.750000 Penalty: 4648.866211
	Iteration 112Q: 3 clusters Score -1774411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1774413.750000 Penalty: 4648.866211
	Iteration 113Q: 3 clusters Score -1774414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1774414.250000 Penalty: 4648.866211
	Iteration 114Q: 3 clusters Score -1774414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1774412.750000 Penalty: 4648.866211
	Iteration 115Q: 3 clusters Score -1774413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1774412.750000 Penalty: 4648.866211
	Iteration 116Q: 3 clusters Score -1774413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1774417.500000 Penalty: 4648.866211
	Iteration 117Q: 3 clusters Score -1774418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1774419.375000 Penalty: 4648.866211
	Iteration 118Q: 3 clusters Score -1774419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1774420.250000 Penalty: 4648.866211
	Iteration 119Q: 3 clusters Score -1774420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1774420.125000 Penalty: 4648.866211
	Iteration 120F: 3 clusters Score -1774420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1774422.125000 Penalty: 4648.866211
	Iteration 121Q: 3 clusters Score -1774422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1774422.750000 Penalty: 4648.866211
	Iteration 122Q: 3 clusters Score -1774423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1774424.125000 Penalty: 4648.866211
	Iteration 123Q: 3 clusters Score -1774424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1774427.875000 Penalty: 4648.866211
	Iteration 124Q: 3 clusters Score -1774428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1774430.500000 Penalty: 4648.866211
	Iteration 125Q: 3 clusters Score -1774430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1774429.875000 Penalty: 4648.866211
	Iteration 126Q: 3 clusters Score -1774430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1774433.500000 Penalty: 4648.866211
	Iteration 127Q: 3 clusters Score -1774434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1774433.500000 Penalty: 4648.866211
	Iteration 128Q: 3 clusters Score -1774434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1774433.000000 Penalty: 4648.866211
	Iteration 129Q: 3 clusters Score -1774433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1774435.625000 Penalty: 4648.866211
	Iteration 130Q: 3 clusters Score -1774436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1774437.125000 Penalty: 4648.866211
	Iteration 131Q: 3 clusters Score -1774437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1774436.250000 Penalty: 4648.866211
	Iteration 132Q: 3 clusters Score -1774436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1774437.375000 Penalty: 4648.866211
	Iteration 133Q: 3 clusters Score -1774437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1774438.375000 Penalty: 4648.866211
	Iteration 134Q: 3 clusters Score -1774438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1774438.375000 Penalty: 4648.866211
	Iteration 135F: 3 clusters Score -1774438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -710001.625000 Penalty: 2103.685303
	Iteration 0F: 2 clusters Score -710001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -705609.375000 Penalty: 4207.370605
	Iteration 0F: 3 clusters Score -705609.4 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -706731.187500 Penalty: 4207.370605
	Iteration 1F: 3 clusters Score -706731.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -706934.562500 Penalty: 4207.370605
	Iteration 2F: 3 clusters Score -706934.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -707062.875000 Penalty: 4207.370605
	Iteration 3Q: 3 clusters Score -707062.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -707165.000000 Penalty: 4207.370605
	Iteration 4Q: 3 clusters Score -707165 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -707278.375000 Penalty: 4207.370605
	Iteration 5Q: 3 clusters Score -707278.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -707417.687500 Penalty: 4207.370605
	Iteration 6Q: 3 clusters Score -707417.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -707605.187500 Penalty: 4207.370605
	Iteration 7Q: 3 clusters Score -707605.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -707902.250000 Penalty: 4207.370605
	Iteration 8Q: 3 clusters Score -707902.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -708277.375000 Penalty: 4207.370605
	Iteration 9F: 3 clusters Score -708277.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -708563.625000 Penalty: 4207.370605
	Iteration 10F: 3 clusters Score -708563.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -708798.250000 Penalty: 4207.370605
	Iteration 11F: 3 clusters Score -708798.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -708959.750000 Penalty: 4207.370605
	Iteration 12Q: 3 clusters Score -708959.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -709091.000000 Penalty: 4207.370605
	Iteration 13Q: 3 clusters Score -709091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -709164.250000 Penalty: 4207.370605
	Iteration 14Q: 3 clusters Score -709164.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -709209.500000 Penalty: 4207.370605
	Iteration 15Q: 3 clusters Score -709209.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -709230.125000 Penalty: 4207.370605
	Iteration 16Q: 3 clusters Score -709230.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -709244.187500 Penalty: 4207.370605
	Iteration 17Q: 3 clusters Score -709244.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -709255.937500 Penalty: 4207.370605
	Iteration 18Q: 3 clusters Score -709255.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -709266.937500 Penalty: 4207.370605
	Iteration 19Q: 3 clusters Score -709266.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -709275.562500 Penalty: 4207.370605
	Iteration 20F: 3 clusters Score -709275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -709283.437500 Penalty: 4207.370605
	Iteration 21Q: 3 clusters Score -709283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -709287.937500 Penalty: 4207.370605
	Iteration 22Q: 3 clusters Score -709287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -709286.937500 Penalty: 4207.370605
	Iteration 23Q: 3 clusters Score -709286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -709288.750000 Penalty: 4207.370605
	Iteration 24Q: 3 clusters Score -709288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -709290.562500 Penalty: 4207.370605
	Iteration 25Q: 3 clusters Score -709290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -709291.250000 Penalty: 4207.370605
	Iteration 26Q: 3 clusters Score -709291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -709290.562500 Penalty: 4207.370605
	Iteration 27Q: 3 clusters Score -709290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -709290.562500 Penalty: 4207.370605
	Iteration 28F: 3 clusters Score -709290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Entering Unmasked Estep 
Score: -1470772.375000 Penalty: 2272.329590
	Iteration 0F: 2 clusters Score -1470772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1463381.500000 Penalty: 4544.659180
	Iteration 0F: 3 clusters Score -1463382 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1465426.625000 Penalty: 4544.659180
	Iteration 1F: 3 clusters Score -1465427 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1465714.875000 Penalty: 4544.659180
	Iteration 2F: 3 clusters Score -1465715 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1465922.000000 Penalty: 4544.659180
	Iteration 3F: 3 clusters Score -1465922 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1466102.125000 Penalty: 4544.659180
	Iteration 4Q: 3 clusters Score -1466102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1466273.000000 Penalty: 4544.659180
	Iteration 5Q: 3 clusters Score -1466273 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1466460.375000 Penalty: 4544.659180
	Iteration 6Q: 3 clusters Score -1466460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1466664.875000 Penalty: 4544.659180
	Iteration 7Q: 3 clusters Score -1466665 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1466888.125000 Penalty: 4544.659180
	Iteration 8Q: 3 clusters Score -1466888 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1467063.750000 Penalty: 4544.659180
	Iteration 9Q: 3 clusters Score -1467064 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1467229.000000 Penalty: 4544.659180
	Iteration 10Q: 3 clusters Score -1467229 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1467409.250000 Penalty: 4544.659180
	Iteration 11Q: 3 clusters Score -1467409 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1467613.250000 Penalty: 4544.659180
	Iteration 12Q: 3 clusters Score -1467613 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1467823.125000 Penalty: 4544.659180
	Iteration 13Q: 3 clusters Score -1467823 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1468078.875000 Penalty: 4544.659180
	Iteration 14Q: 3 clusters Score -1468079 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1468299.125000 Penalty: 4544.659180
	Iteration 15Q: 3 clusters Score -1468299 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1468482.125000 Penalty: 4544.659180
	Iteration 16Q: 3 clusters Score -1468482 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1468616.500000 Penalty: 4544.659180
	Iteration 17Q: 3 clusters Score -1468616 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1468699.250000 Penalty: 4544.659180
	Iteration 18Q: 3 clusters Score -1468699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1468747.125000 Penalty: 4544.659180
	Iteration 19Q: 3 clusters Score -1468747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1468790.625000 Penalty: 4544.659180
	Iteration 20F: 3 clusters Score -1468791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1468832.250000 Penalty: 4544.659180
	Iteration 21Q: 3 clusters Score -1468832 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1468873.375000 Penalty: 4544.659180
	Iteration 22Q: 3 clusters Score -1468873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1468921.625000 Penalty: 4544.659180
	Iteration 23Q: 3 clusters Score -1468922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1468957.500000 Penalty: 4544.659180
	Iteration 24Q: 3 clusters Score -1468958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1469006.625000 Penalty: 4544.659180
	Iteration 25Q: 3 clusters Score -1469007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1469037.125000 Penalty: 4544.659180
	Iteration 26Q: 3 clusters Score -1469037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1469065.750000 Penalty: 4544.659180
	Iteration 27Q: 3 clusters Score -1469066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1469089.125000 Penalty: 4544.659180
	Iteration 28Q: 3 clusters Score -1469089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1469098.500000 Penalty: 4544.659180
	Iteration 29Q: 3 clusters Score -1469098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1469111.625000 Penalty: 4544.659180
	Iteration 30Q: 3 clusters Score -1469112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1469118.625000 Penalty: 4544.659180
	Iteration 31Q: 3 clusters Score -1469119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1469125.875000 Penalty: 4544.659180
	Iteration 32Q: 3 clusters Score -1469126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1469128.750000 Penalty: 4544.659180
	Iteration 33Q: 3 clusters Score -1469129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1469130.375000 Penalty: 4544.659180
	Iteration 34Q: 3 clusters Score -1469130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1469131.375000 Penalty: 4544.659180
	Iteration 35Q: 3 clusters Score -1469131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1469131.250000 Penalty: 4544.659180
	Iteration 36Q: 3 clusters Score -1469131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1469131.875000 Penalty: 4544.659180
	Iteration 37Q: 3 clusters Score -1469132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1469133.375000 Penalty: 4544.659180
	Iteration 38Q: 3 clusters Score -1469133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1469133.500000 Penalty: 4544.659180
	Iteration 39Q: 3 clusters Score -1469134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1469134.125000 Penalty: 4544.659180
	Iteration 40F: 3 clusters Score -1469134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -362716.687500 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -362716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -359829.625000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -359829.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -360354.281250 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -360354.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -360471.875000 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -360471.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -360553.250000 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -360553.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -360618.000000 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -360618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -360674.437500 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -360674.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -360717.500000 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -360717.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -360771.468750 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -360771.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -360823.718750 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -360823.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -360892.437500 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -360892.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -360992.625000 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -360992.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -361104.468750 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -361104.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -361247.562500 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -361247.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -361394.218750 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -361394.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -361513.156250 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -361513.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -361619.125000 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -361619.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -361705.437500 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -361705.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -361780.000000 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -361780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -361828.656250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -361828.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -361887.500000 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -361887.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -361936.656250 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -361936.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -361976.250000 Penalty: 3855.494141
	Iteration 21Q: 3 clusters Score -361976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -362021.531250 Penalty: 3855.494141
	Iteration 22Q: 3 clusters Score -362021.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -362053.000000 Penalty: 3855.494141
	Iteration 23Q: 3 clusters Score -362053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -362070.343750 Penalty: 3855.494141
	Iteration 24Q: 3 clusters Score -362070.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -362080.218750 Penalty: 3855.494141
	Iteration 25Q: 3 clusters Score -362080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -362086.437500 Penalty: 3855.494141
	Iteration 26Q: 3 clusters Score -362086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -362090.125000 Penalty: 3855.494141
	Iteration 27Q: 3 clusters Score -362090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -362092.937500 Penalty: 3855.494141
	Iteration 28Q: 3 clusters Score -362092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -362093.875000 Penalty: 3855.494141
	Iteration 29Q: 3 clusters Score -362093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -362093.875000 Penalty: 3855.494141
	Iteration 30F: 3 clusters Score -362093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -647004.937500 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -647004.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -642895.875000 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -642895.9 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -643929.375000 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -643929.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -644149.062500 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -644149.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -644293.500000 Penalty: 4168.395996
	Iteration 3Q: 3 clusters Score -644293.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -644417.437500 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -644417.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -644517.187500 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -644517.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -644629.750000 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -644629.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -644736.812500 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -644736.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -644858.500000 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -644858.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -644976.000000 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -644976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645106.625000 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -645106.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -645229.625000 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -645229.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -645325.062500 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -645325.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -645397.125000 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -645397.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -645456.625000 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -645456.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -645503.500000 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -645503.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -645537.875000 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -645537.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -645569.625000 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -645569.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -645600.312500 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -645600.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -645624.750000 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -645624.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -645648.750000 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -645648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -645657.812500 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -645657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -645668.312500 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -645668.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -645680.000000 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -645680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -645688.687500 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -645688.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -645697.562500 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -645697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -645705.000000 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -645705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -645716.625000 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -645716.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645724.687500 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -645724.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -645731.500000 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -645731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -645735.125000 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -645735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -645742.562500 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -645742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -645745.000000 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -645745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -645749.062500 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -645749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -645751.750000 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -645751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -645753.687500 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -645753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -645755.937500 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -645755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -645759.562500 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -645759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -645761.562500 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -645761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -645761.437500 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -645761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -645762.125000 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -645762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -645763.500000 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -645763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -645764.250000 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -645764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -645766.062500 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -645766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -645767.687500 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -645767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -645770.125000 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -645770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -645771.500000 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -645771.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -645772.375000 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -645772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -645773.687500 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -645773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -645774.625000 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -645774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -645776.062500 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -645776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -645778.500000 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -645778.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -645783.812500 Penalty: 4168.395996
	Iteration 52Q: 3 clusters Score -645783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -645784.000000 Penalty: 4168.395996
	Iteration 53Q: 3 clusters Score -645784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -645787.187500 Penalty: 4168.395996
	Iteration 54Q: 3 clusters Score -645787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -645789.000000 Penalty: 4168.395996
	Iteration 55Q: 3 clusters Score -645789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -645789.312500 Penalty: 4168.395996
	Iteration 56Q: 3 clusters Score -645789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -645791.500000 Penalty: 4168.395996
	Iteration 57Q: 3 clusters Score -645791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -645792.750000 Penalty: 4168.395996
	Iteration 58Q: 3 clusters Score -645792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -645794.125000 Penalty: 4168.395996
	Iteration 59Q: 3 clusters Score -645794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -645795.312500 Penalty: 4168.395996
	Iteration 60F: 3 clusters Score -645795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -92818.023438 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -92818.02 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 423 members 
Entering Unmasked Estep 
Score: -91271.671875 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -91271.67 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92179.945312 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -92179.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92725.523438 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -92725.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -92995.484375 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -92995.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93047.109375 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -93047.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -93091.132812 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -93091.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -93111.343750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -93111.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -93125.703125 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -93125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93131.601562 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -93131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -93147.828125 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -93147.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -93157.242188 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -93157.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -93162.187500 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -93162.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -93162.187500 Penalty: 3329.626465
	Iteration 12F: 3 clusters Score -93162.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 196 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 160431 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
Score: -104154440.000000 Penalty: 123466.296875
Splitting cluster 12 changes total score from -104156192.000000 to -104154440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (121911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121911 members 
Entering Unmasked Estep 
Score: -18819120.000000 Penalty: 2904.339355
	Iteration 0F: 2 clusters Score -1.881912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -18742582.000000 Penalty: 5808.678711
	Iteration 0F: 3 clusters Score -1.874258e+07 nChanged 58159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -18776590.000000 Penalty: 5808.678711
	Iteration 1F: 3 clusters Score -1.877659e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -18777802.000000 Penalty: 5808.678711
	Iteration 2Q: 3 clusters Score -1.87778e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -18779474.000000 Penalty: 5808.678711
	Iteration 3Q: 3 clusters Score -1.877947e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -18782248.000000 Penalty: 5808.678711
	Iteration 4Q: 3 clusters Score -1.878225e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -18786520.000000 Penalty: 5808.678711
	Iteration 5F: 3 clusters Score -1.878652e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -18792642.000000 Penalty: 5808.678711
	Iteration 6F: 3 clusters Score -1.879264e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -18799928.000000 Penalty: 5808.678711
	Iteration 7F: 3 clusters Score -1.879993e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -18805866.000000 Penalty: 5808.678711
	Iteration 8F: 3 clusters Score -1.880587e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -18809780.000000 Penalty: 5808.678711
	Iteration 9Q: 3 clusters Score -1.880978e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -18811846.000000 Penalty: 5808.678711
	Iteration 10Q: 3 clusters Score -1.881185e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -18812908.000000 Penalty: 5808.678711
	Iteration 11Q: 3 clusters Score -1.881291e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -18813640.000000 Penalty: 5808.678711
	Iteration 12Q: 3 clusters Score -1.881364e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110194 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -18814170.000000 Penalty: 5808.678711
	Iteration 13Q: 3 clusters Score -1.881417e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111027 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -18814636.000000 Penalty: 5808.678711
	Iteration 14Q: 3 clusters Score -1.881464e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -18814904.000000 Penalty: 5808.678711
	Iteration 15Q: 3 clusters Score -1.88149e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -18815142.000000 Penalty: 5808.678711
	Iteration 16Q: 3 clusters Score -1.881514e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -18815446.000000 Penalty: 5808.678711
	Iteration 17Q: 3 clusters Score -1.881545e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -18815504.000000 Penalty: 5808.678711
	Iteration 18Q: 3 clusters Score -1.88155e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -18815750.000000 Penalty: 5808.678711
	Iteration 19Q: 3 clusters Score -1.881575e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114304 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -18815824.000000 Penalty: 5808.678711
	Iteration 20F: 3 clusters Score -1.881582e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -18815868.000000 Penalty: 5808.678711
	Iteration 21Q: 3 clusters Score -1.881587e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -18816048.000000 Penalty: 5808.678711
	Iteration 22Q: 3 clusters Score -1.881605e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -18816050.000000 Penalty: 5808.678711
	Iteration 23Q: 3 clusters Score -1.881605e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -18816154.000000 Penalty: 5808.678711
	Iteration 24Q: 3 clusters Score -1.881615e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -18816180.000000 Penalty: 5808.678711
	Iteration 25Q: 3 clusters Score -1.881618e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115874 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -18816224.000000 Penalty: 5808.678711
	Iteration 26Q: 3 clusters Score -1.881622e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116073 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -18816268.000000 Penalty: 5808.678711
	Iteration 27Q: 3 clusters Score -1.881627e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -18816352.000000 Penalty: 5808.678711
	Iteration 28Q: 3 clusters Score -1.881635e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -18816402.000000 Penalty: 5808.678711
	Iteration 29Q: 3 clusters Score -1.88164e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -18816412.000000 Penalty: 5808.678711
	Iteration 30Q: 3 clusters Score -1.881641e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116736 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -18816436.000000 Penalty: 5808.678711
	Iteration 31Q: 3 clusters Score -1.881644e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116858 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -18816444.000000 Penalty: 5808.678711
	Iteration 32Q: 3 clusters Score -1.881644e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -18816442.000000 Penalty: 5808.678711
	Iteration 33Q: 3 clusters Score -1.881644e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -18816456.000000 Penalty: 5808.678711
	Iteration 34Q: 3 clusters Score -1.881646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117211 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -18816416.000000 Penalty: 5808.678711
	Iteration 35Q: 3 clusters Score -1.881642e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -18816436.000000 Penalty: 5808.678711
	Iteration 36Q: 3 clusters Score -1.881644e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117390 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -18816466.000000 Penalty: 5808.678711
	Iteration 37Q: 3 clusters Score -1.881647e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117473 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -18816484.000000 Penalty: 5808.678711
	Iteration 38Q: 3 clusters Score -1.881648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117542 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -18816490.000000 Penalty: 5808.678711
	Iteration 39Q: 3 clusters Score -1.881649e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -18816522.000000 Penalty: 5808.678711
	Iteration 40F: 3 clusters Score -1.881652e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -18816536.000000 Penalty: 5808.678711
	Iteration 41Q: 3 clusters Score -1.881654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -18816574.000000 Penalty: 5808.678711
	Iteration 42Q: 3 clusters Score -1.881657e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117710 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -18816582.000000 Penalty: 5808.678711
	Iteration 43Q: 3 clusters Score -1.881658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117748 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -18816590.000000 Penalty: 5808.678711
	Iteration 44Q: 3 clusters Score -1.881659e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -18816610.000000 Penalty: 5808.678711
	Iteration 45Q: 3 clusters Score -1.881661e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117862 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -18816600.000000 Penalty: 5808.678711
	Iteration 46Q: 3 clusters Score -1.88166e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -18816580.000000 Penalty: 5808.678711
	Iteration 47Q: 3 clusters Score -1.881658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -18816564.000000 Penalty: 5808.678711
	Iteration 48Q: 3 clusters Score -1.881656e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -18816588.000000 Penalty: 5808.678711
	Iteration 49Q: 3 clusters Score -1.881659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -18816606.000000 Penalty: 5808.678711
	Iteration 50Q: 3 clusters Score -1.881661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -18816602.000000 Penalty: 5808.678711
	Iteration 51Q: 3 clusters Score -1.88166e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -18816606.000000 Penalty: 5808.678711
	Iteration 52Q: 3 clusters Score -1.881661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118107 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -18816598.000000 Penalty: 5808.678711
	Iteration 53Q: 3 clusters Score -1.88166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -18816618.000000 Penalty: 5808.678711
	Iteration 54Q: 3 clusters Score -1.881662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -18816636.000000 Penalty: 5808.678711
	Iteration 55Q: 3 clusters Score -1.881664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -18816622.000000 Penalty: 5808.678711
	Iteration 56Q: 3 clusters Score -1.881662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118178 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -18816640.000000 Penalty: 5808.678711
	Iteration 57Q: 3 clusters Score -1.881664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -18816648.000000 Penalty: 5808.678711
	Iteration 58Q: 3 clusters Score -1.881665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -18816660.000000 Penalty: 5808.678711
	Iteration 59Q: 3 clusters Score -1.881666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -18816670.000000 Penalty: 5808.678711
	Iteration 60F: 3 clusters Score -1.881667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -18816674.000000 Penalty: 5808.678711
	Iteration 61Q: 3 clusters Score -1.881667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -18816694.000000 Penalty: 5808.678711
	Iteration 62Q: 3 clusters Score -1.881669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -18816676.000000 Penalty: 5808.678711
	Iteration 63Q: 3 clusters Score -1.881668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -18816680.000000 Penalty: 5808.678711
	Iteration 64Q: 3 clusters Score -1.881668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -18816676.000000 Penalty: 5808.678711
	Iteration 65Q: 3 clusters Score -1.881668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118291 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -18816688.000000 Penalty: 5808.678711
	Iteration 66Q: 3 clusters Score -1.881669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118303 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -18816684.000000 Penalty: 5808.678711
	Iteration 67Q: 3 clusters Score -1.881668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -18816686.000000 Penalty: 5808.678711
	Iteration 68Q: 3 clusters Score -1.881669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -18816682.000000 Penalty: 5808.678711
	Iteration 69Q: 3 clusters Score -1.881668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118328 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -18816686.000000 Penalty: 5808.678711
	Iteration 70Q: 3 clusters Score -1.881669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118333 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -18816678.000000 Penalty: 5808.678711
	Iteration 71Q: 3 clusters Score -1.881668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118338 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -18816670.000000 Penalty: 5808.678711
	Iteration 72Q: 3 clusters Score -1.881667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -18816666.000000 Penalty: 5808.678711
	Iteration 73Q: 3 clusters Score -1.881667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118351 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18816672.000000 Penalty: 5808.678711
	Iteration 74Q: 3 clusters Score -1.881667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118358 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -18816686.000000 Penalty: 5808.678711
	Iteration 75Q: 3 clusters Score -1.881669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118362 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -18816682.000000 Penalty: 5808.678711
	Iteration 76Q: 3 clusters Score -1.881668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -18816674.000000 Penalty: 5808.678711
	Iteration 77Q: 3 clusters Score -1.881667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118366 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -18816670.000000 Penalty: 5808.678711
	Iteration 78Q: 3 clusters Score -1.881667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -18816684.000000 Penalty: 5808.678711
	Iteration 79Q: 3 clusters Score -1.881668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -18816678.000000 Penalty: 5808.678711
	Iteration 80F: 3 clusters Score -1.881668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -2368194.000000 Penalty: 2394.557617
	Iteration 0F: 2 clusters Score -2368194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2356893.500000 Penalty: 4789.115234
	Iteration 0F: 3 clusters Score -2356894 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2360635.250000 Penalty: 4789.115234
	Iteration 1F: 3 clusters Score -2360635 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2361151.250000 Penalty: 4789.115234
	Iteration 2F: 3 clusters Score -2361151 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2361576.250000 Penalty: 4789.115234
	Iteration 3F: 3 clusters Score -2361576 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2362006.750000 Penalty: 4789.115234
	Iteration 4Q: 3 clusters Score -2362007 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2362512.000000 Penalty: 4789.115234
	Iteration 5F: 3 clusters Score -2362512 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2363152.250000 Penalty: 4789.115234
	Iteration 6F: 3 clusters Score -2363152 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2363912.750000 Penalty: 4789.115234
	Iteration 7F: 3 clusters Score -2363913 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2364738.750000 Penalty: 4789.115234
	Iteration 8F: 3 clusters Score -2364739 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2365445.250000 Penalty: 4789.115234
	Iteration 9F: 3 clusters Score -2365445 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2366012.000000 Penalty: 4789.115234
	Iteration 10Q: 3 clusters Score -2366012 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2366412.750000 Penalty: 4789.115234
	Iteration 11Q: 3 clusters Score -2366413 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2366703.000000 Penalty: 4789.115234
	Iteration 12Q: 3 clusters Score -2366703 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2366950.500000 Penalty: 4789.115234
	Iteration 13Q: 3 clusters Score -2366950 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2367177.000000 Penalty: 4789.115234
	Iteration 14Q: 3 clusters Score -2367177 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2367377.750000 Penalty: 4789.115234
	Iteration 15Q: 3 clusters Score -2367378 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2367559.750000 Penalty: 4789.115234
	Iteration 16Q: 3 clusters Score -2367560 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2367667.250000 Penalty: 4789.115234
	Iteration 17Q: 3 clusters Score -2367667 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2367746.750000 Penalty: 4789.115234
	Iteration 18Q: 3 clusters Score -2367747 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2367789.750000 Penalty: 4789.115234
	Iteration 19Q: 3 clusters Score -2367790 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2367828.250000 Penalty: 4789.115234
	Iteration 20F: 3 clusters Score -2367828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2367871.250000 Penalty: 4789.115234
	Iteration 21Q: 3 clusters Score -2367871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2367903.500000 Penalty: 4789.115234
	Iteration 22Q: 3 clusters Score -2367904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2367917.000000 Penalty: 4789.115234
	Iteration 23Q: 3 clusters Score -2367917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2367933.250000 Penalty: 4789.115234
	Iteration 24Q: 3 clusters Score -2367933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2367946.250000 Penalty: 4789.115234
	Iteration 25Q: 3 clusters Score -2367946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2367954.750000 Penalty: 4789.115234
	Iteration 26Q: 3 clusters Score -2367955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2367964.500000 Penalty: 4789.115234
	Iteration 27Q: 3 clusters Score -2367964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2367968.500000 Penalty: 4789.115234
	Iteration 28Q: 3 clusters Score -2367968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2367970.500000 Penalty: 4789.115234
	Iteration 29Q: 3 clusters Score -2367970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2367969.000000 Penalty: 4789.115234
	Iteration 30Q: 3 clusters Score -2367969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2367969.250000 Penalty: 4789.115234
	Iteration 31Q: 3 clusters Score -2367969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2367976.000000 Penalty: 4789.115234
	Iteration 32Q: 3 clusters Score -2367976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2367972.750000 Penalty: 4789.115234
	Iteration 33Q: 3 clusters Score -2367973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2367977.000000 Penalty: 4789.115234
	Iteration 34Q: 3 clusters Score -2367977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2367978.500000 Penalty: 4789.115234
	Iteration 35Q: 3 clusters Score -2367978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2367978.500000 Penalty: 4789.115234
	Iteration 36Q: 3 clusters Score -2367978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2367978.750000 Penalty: 4789.115234
	Iteration 37Q: 3 clusters Score -2367979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2367978.750000 Penalty: 4789.115234
	Iteration 38F: 3 clusters Score -2367979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Entering Unmasked Estep 
Score: -3229916.250000 Penalty: 2484.037598
	Iteration 0F: 2 clusters Score -3229916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3214325.250000 Penalty: 4968.075195
	Iteration 0F: 3 clusters Score -3214325 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3219921.000000 Penalty: 4968.075195
	Iteration 1F: 3 clusters Score -3219921 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3220632.250000 Penalty: 4968.075195
	Iteration 2F: 3 clusters Score -3220632 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3221261.750000 Penalty: 4968.075195
	Iteration 3F: 3 clusters Score -3221262 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3221931.000000 Penalty: 4968.075195
	Iteration 4F: 3 clusters Score -3221931 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3222633.250000 Penalty: 4968.075195
	Iteration 5F: 3 clusters Score -3222633 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3223263.250000 Penalty: 4968.075195
	Iteration 6F: 3 clusters Score -3223263 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3223721.500000 Penalty: 4968.075195
	Iteration 7Q: 3 clusters Score -3223722 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3224118.250000 Penalty: 4968.075195
	Iteration 8Q: 3 clusters Score -3224118 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3224479.750000 Penalty: 4968.075195
	Iteration 9Q: 3 clusters Score -3224480 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3224816.750000 Penalty: 4968.075195
	Iteration 10Q: 3 clusters Score -3224817 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3225209.750000 Penalty: 4968.075195
	Iteration 11Q: 3 clusters Score -3225210 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3225582.250000 Penalty: 4968.075195
	Iteration 12Q: 3 clusters Score -3225582 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3225987.250000 Penalty: 4968.075195
	Iteration 13Q: 3 clusters Score -3225987 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3226320.500000 Penalty: 4968.075195
	Iteration 14Q: 3 clusters Score -3226320 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3226578.000000 Penalty: 4968.075195
	Iteration 15Q: 3 clusters Score -3226578 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3226805.750000 Penalty: 4968.075195
	Iteration 16Q: 3 clusters Score -3226806 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3226959.250000 Penalty: 4968.075195
	Iteration 17Q: 3 clusters Score -3226959 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3227087.500000 Penalty: 4968.075195
	Iteration 18Q: 3 clusters Score -3227088 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3227192.500000 Penalty: 4968.075195
	Iteration 19Q: 3 clusters Score -3227192 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3227256.500000 Penalty: 4968.075195
	Iteration 20F: 3 clusters Score -3227256 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3227359.000000 Penalty: 4968.075195
	Iteration 21Q: 3 clusters Score -3227359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3227424.500000 Penalty: 4968.075195
	Iteration 22Q: 3 clusters Score -3227424 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3227512.750000 Penalty: 4968.075195
	Iteration 23Q: 3 clusters Score -3227513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3227589.500000 Penalty: 4968.075195
	Iteration 24Q: 3 clusters Score -3227590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3227681.250000 Penalty: 4968.075195
	Iteration 25Q: 3 clusters Score -3227681 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3227778.750000 Penalty: 4968.075195
	Iteration 26Q: 3 clusters Score -3227779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3227858.250000 Penalty: 4968.075195
	Iteration 27Q: 3 clusters Score -3227858 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3227958.500000 Penalty: 4968.075195
	Iteration 28Q: 3 clusters Score -3227958 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3228076.000000 Penalty: 4968.075195
	Iteration 29Q: 3 clusters Score -3228076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3228170.500000 Penalty: 4968.075195
	Iteration 30Q: 3 clusters Score -3228170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3228255.000000 Penalty: 4968.075195
	Iteration 31Q: 3 clusters Score -3228255 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3228336.000000 Penalty: 4968.075195
	Iteration 32Q: 3 clusters Score -3228336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3228394.750000 Penalty: 4968.075195
	Iteration 33Q: 3 clusters Score -3228395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3228435.750000 Penalty: 4968.075195
	Iteration 34Q: 3 clusters Score -3228436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3228479.250000 Penalty: 4968.075195
	Iteration 35Q: 3 clusters Score -3228479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3228513.500000 Penalty: 4968.075195
	Iteration 36Q: 3 clusters Score -3228514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3228540.000000 Penalty: 4968.075195
	Iteration 37Q: 3 clusters Score -3228540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3228571.500000 Penalty: 4968.075195
	Iteration 38Q: 3 clusters Score -3228572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3228588.750000 Penalty: 4968.075195
	Iteration 39Q: 3 clusters Score -3228589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3228610.000000 Penalty: 4968.075195
	Iteration 40F: 3 clusters Score -3228610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3228623.250000 Penalty: 4968.075195
	Iteration 41Q: 3 clusters Score -3228623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3228630.500000 Penalty: 4968.075195
	Iteration 42Q: 3 clusters Score -3228630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3228632.750000 Penalty: 4968.075195
	Iteration 43Q: 3 clusters Score -3228633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3228631.500000 Penalty: 4968.075195
	Iteration 44Q: 3 clusters Score -3228632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3228631.500000 Penalty: 4968.075195
	Iteration 45Q: 3 clusters Score -3228632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3228636.750000 Penalty: 4968.075195
	Iteration 46Q: 3 clusters Score -3228637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3228641.750000 Penalty: 4968.075195
	Iteration 47Q: 3 clusters Score -3228642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3228646.500000 Penalty: 4968.075195
	Iteration 48Q: 3 clusters Score -3228646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3228645.000000 Penalty: 4968.075195
	Iteration 49Q: 3 clusters Score -3228645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -3228652.250000 Penalty: 4968.075195
	Iteration 50Q: 3 clusters Score -3228652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -3228653.750000 Penalty: 4968.075195
	Iteration 51Q: 3 clusters Score -3228654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3228663.000000 Penalty: 4968.075195
	Iteration 52Q: 3 clusters Score -3228663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3228665.000000 Penalty: 4968.075195
	Iteration 53Q: 3 clusters Score -3228665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3228673.750000 Penalty: 4968.075195
	Iteration 54Q: 3 clusters Score -3228674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3228685.500000 Penalty: 4968.075195
	Iteration 55Q: 3 clusters Score -3228686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -3228680.750000 Penalty: 4968.075195
	Iteration 56Q: 3 clusters Score -3228681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3228688.750000 Penalty: 4968.075195
	Iteration 57Q: 3 clusters Score -3228689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3228691.000000 Penalty: 4968.075195
	Iteration 58Q: 3 clusters Score -3228691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3228700.250000 Penalty: 4968.075195
	Iteration 59Q: 3 clusters Score -3228700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3228700.500000 Penalty: 4968.075195
	Iteration 60F: 3 clusters Score -3228700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3228699.750000 Penalty: 4968.075195
	Iteration 61Q: 3 clusters Score -3228700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3228703.000000 Penalty: 4968.075195
	Iteration 62Q: 3 clusters Score -3228703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3228705.000000 Penalty: 4968.075195
	Iteration 63Q: 3 clusters Score -3228705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3228706.000000 Penalty: 4968.075195
	Iteration 64Q: 3 clusters Score -3228706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3228710.750000 Penalty: 4968.075195
	Iteration 65Q: 3 clusters Score -3228711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3228715.250000 Penalty: 4968.075195
	Iteration 66Q: 3 clusters Score -3228715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3228718.500000 Penalty: 4968.075195
	Iteration 67Q: 3 clusters Score -3228718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3228715.750000 Penalty: 4968.075195
	Iteration 68Q: 3 clusters Score -3228716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3228721.500000 Penalty: 4968.075195
	Iteration 69Q: 3 clusters Score -3228722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3228724.750000 Penalty: 4968.075195
	Iteration 70Q: 3 clusters Score -3228725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3228725.750000 Penalty: 4968.075195
	Iteration 71Q: 3 clusters Score -3228726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3228726.750000 Penalty: 4968.075195
	Iteration 72Q: 3 clusters Score -3228727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3228729.250000 Penalty: 4968.075195
	Iteration 73Q: 3 clusters Score -3228729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3228729.250000 Penalty: 4968.075195
	Iteration 74Q: 3 clusters Score -3228729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3228725.250000 Penalty: 4968.075195
	Iteration 75Q: 3 clusters Score -3228725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3228730.500000 Penalty: 4968.075195
	Iteration 76Q: 3 clusters Score -3228730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3228731.000000 Penalty: 4968.075195
	Iteration 77Q: 3 clusters Score -3228731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3228731.000000 Penalty: 4968.075195
	Iteration 78F: 3 clusters Score -3228731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -812158.187500 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -812158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -807350.562500 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -807350.6 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -808658.937500 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -808658.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -808968.750000 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -808968.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -809179.562500 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -809179.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -809349.937500 Penalty: 4267.454102
	Iteration 4Q: 3 clusters Score -809349.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -809471.062500 Penalty: 4267.454102
	Iteration 5Q: 3 clusters Score -809471.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -809576.750000 Penalty: 4267.454102
	Iteration 6Q: 3 clusters Score -809576.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -809697.625000 Penalty: 4267.454102
	Iteration 7Q: 3 clusters Score -809697.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -809802.875000 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -809802.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -809919.500000 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -809919.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -810019.062500 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -810019.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -810085.062500 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -810085.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -810140.312500 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -810140.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -810189.812500 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -810189.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -810235.375000 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -810235.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -810269.875000 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -810269.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -810298.812500 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -810298.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -810322.187500 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -810322.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -810339.875000 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -810339.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -810355.062500 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -810355.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -810364.000000 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -810364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -810372.000000 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -810372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -810376.250000 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -810376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -810385.875000 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -810385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -810395.812500 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -810395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -810398.812500 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -810398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -810404.187500 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -810404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -810406.125000 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -810406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -810409.437500 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -810409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -810409.250000 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -810409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -810409.250000 Penalty: 4267.454102
	Iteration 30F: 3 clusters Score -810409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Entering Unmasked Estep 
Score: -2391852.500000 Penalty: 2398.608154
	Iteration 0F: 2 clusters Score -2391852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2380506.250000 Penalty: 4797.216309
	Iteration 0F: 3 clusters Score -2380506 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2384396.000000 Penalty: 4797.216309
	Iteration 1F: 3 clusters Score -2384396 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2385223.500000 Penalty: 4797.216309
	Iteration 2F: 3 clusters Score -2385224 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2386183.750000 Penalty: 4797.216309
	Iteration 3F: 3 clusters Score -2386184 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2386949.250000 Penalty: 4797.216309
	Iteration 4F: 3 clusters Score -2386949 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2387528.750000 Penalty: 4797.216309
	Iteration 5F: 3 clusters Score -2387529 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2387994.250000 Penalty: 4797.216309
	Iteration 6F: 3 clusters Score -2387994 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2388429.500000 Penalty: 4797.216309
	Iteration 7Q: 3 clusters Score -2388430 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2388797.250000 Penalty: 4797.216309
	Iteration 8Q: 3 clusters Score -2388797 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2389110.500000 Penalty: 4797.216309
	Iteration 9Q: 3 clusters Score -2389110 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2389406.500000 Penalty: 4797.216309
	Iteration 10Q: 3 clusters Score -2389406 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2389627.250000 Penalty: 4797.216309
	Iteration 11Q: 3 clusters Score -2389627 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2389819.750000 Penalty: 4797.216309
	Iteration 12Q: 3 clusters Score -2389820 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2389963.250000 Penalty: 4797.216309
	Iteration 13Q: 3 clusters Score -2389963 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2390068.500000 Penalty: 4797.216309
	Iteration 14Q: 3 clusters Score -2390068 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2390153.500000 Penalty: 4797.216309
	Iteration 15Q: 3 clusters Score -2390154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2390217.750000 Penalty: 4797.216309
	Iteration 16Q: 3 clusters Score -2390218 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2390269.250000 Penalty: 4797.216309
	Iteration 17Q: 3 clusters Score -2390269 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2390307.750000 Penalty: 4797.216309
	Iteration 18Q: 3 clusters Score -2390308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2390344.750000 Penalty: 4797.216309
	Iteration 19Q: 3 clusters Score -2390345 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2390376.250000 Penalty: 4797.216309
	Iteration 20F: 3 clusters Score -2390376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2390399.000000 Penalty: 4797.216309
	Iteration 21Q: 3 clusters Score -2390399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2390419.000000 Penalty: 4797.216309
	Iteration 22Q: 3 clusters Score -2390419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2390433.500000 Penalty: 4797.216309
	Iteration 23Q: 3 clusters Score -2390434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2390454.750000 Penalty: 4797.216309
	Iteration 24Q: 3 clusters Score -2390455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2390467.250000 Penalty: 4797.216309
	Iteration 25Q: 3 clusters Score -2390467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2390490.000000 Penalty: 4797.216309
	Iteration 26Q: 3 clusters Score -2390490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2390499.750000 Penalty: 4797.216309
	Iteration 27Q: 3 clusters Score -2390500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2390512.750000 Penalty: 4797.216309
	Iteration 28Q: 3 clusters Score -2390513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2390528.750000 Penalty: 4797.216309
	Iteration 29Q: 3 clusters Score -2390529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2390536.250000 Penalty: 4797.216309
	Iteration 30Q: 3 clusters Score -2390536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2390544.750000 Penalty: 4797.216309
	Iteration 31Q: 3 clusters Score -2390545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2390556.250000 Penalty: 4797.216309
	Iteration 32Q: 3 clusters Score -2390556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2390567.500000 Penalty: 4797.216309
	Iteration 33Q: 3 clusters Score -2390568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2390585.000000 Penalty: 4797.216309
	Iteration 34Q: 3 clusters Score -2390585 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2390603.750000 Penalty: 4797.216309
	Iteration 35Q: 3 clusters Score -2390604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2390620.250000 Penalty: 4797.216309
	Iteration 36Q: 3 clusters Score -2390620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2390649.000000 Penalty: 4797.216309
	Iteration 37Q: 3 clusters Score -2390649 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2390668.000000 Penalty: 4797.216309
	Iteration 38Q: 3 clusters Score -2390668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2390678.250000 Penalty: 4797.216309
	Iteration 39Q: 3 clusters Score -2390678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2390688.500000 Penalty: 4797.216309
	Iteration 40F: 3 clusters Score -2390688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2390717.750000 Penalty: 4797.216309
	Iteration 41Q: 3 clusters Score -2390718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2390736.250000 Penalty: 4797.216309
	Iteration 42Q: 3 clusters Score -2390736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2390761.000000 Penalty: 4797.216309
	Iteration 43Q: 3 clusters Score -2390761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2390789.750000 Penalty: 4797.216309
	Iteration 44Q: 3 clusters Score -2390790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2390815.250000 Penalty: 4797.216309
	Iteration 45Q: 3 clusters Score -2390815 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2390839.250000 Penalty: 4797.216309
	Iteration 46Q: 3 clusters Score -2390839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2390877.500000 Penalty: 4797.216309
	Iteration 47Q: 3 clusters Score -2390878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2390909.500000 Penalty: 4797.216309
	Iteration 48Q: 3 clusters Score -2390910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2390945.500000 Penalty: 4797.216309
	Iteration 49Q: 3 clusters Score -2390946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2390995.250000 Penalty: 4797.216309
	Iteration 50Q: 3 clusters Score -2390995 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2391052.000000 Penalty: 4797.216309
	Iteration 51Q: 3 clusters Score -2391052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2391114.500000 Penalty: 4797.216309
	Iteration 52Q: 3 clusters Score -2391114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2391172.750000 Penalty: 4797.216309
	Iteration 53Q: 3 clusters Score -2391173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2391235.250000 Penalty: 4797.216309
	Iteration 54Q: 3 clusters Score -2391235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2391318.500000 Penalty: 4797.216309
	Iteration 55Q: 3 clusters Score -2391318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2391368.750000 Penalty: 4797.216309
	Iteration 56Q: 3 clusters Score -2391369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2391411.750000 Penalty: 4797.216309
	Iteration 57Q: 3 clusters Score -2391412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2391441.500000 Penalty: 4797.216309
	Iteration 58Q: 3 clusters Score -2391442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2391465.500000 Penalty: 4797.216309
	Iteration 59Q: 3 clusters Score -2391466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2391492.500000 Penalty: 4797.216309
	Iteration 60F: 3 clusters Score -2391492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2391512.250000 Penalty: 4797.216309
	Iteration 61Q: 3 clusters Score -2391512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2391526.250000 Penalty: 4797.216309
	Iteration 62Q: 3 clusters Score -2391526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2391531.000000 Penalty: 4797.216309
	Iteration 63Q: 3 clusters Score -2391531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2391533.250000 Penalty: 4797.216309
	Iteration 64Q: 3 clusters Score -2391533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2391535.250000 Penalty: 4797.216309
	Iteration 65Q: 3 clusters Score -2391535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2391535.250000 Penalty: 4797.216309
	Iteration 66F: 3 clusters Score -2391535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Entering Unmasked Estep 
Score: -2773341.250000 Penalty: 2431.514893
	Iteration 0F: 2 clusters Score -2773341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2760407.250000 Penalty: 4863.029785
	Iteration 0F: 3 clusters Score -2760407 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2764561.000000 Penalty: 4863.029785
	Iteration 1F: 3 clusters Score -2764561 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2764903.750000 Penalty: 4863.029785
	Iteration 2F: 3 clusters Score -2764904 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2765176.750000 Penalty: 4863.029785
	Iteration 3Q: 3 clusters Score -2765177 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2765428.500000 Penalty: 4863.029785
	Iteration 4Q: 3 clusters Score -2765428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2765642.250000 Penalty: 4863.029785
	Iteration 5Q: 3 clusters Score -2765642 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2765867.250000 Penalty: 4863.029785
	Iteration 6Q: 3 clusters Score -2765867 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2766124.750000 Penalty: 4863.029785
	Iteration 7Q: 3 clusters Score -2766125 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2766464.750000 Penalty: 4863.029785
	Iteration 8Q: 3 clusters Score -2766465 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2766917.500000 Penalty: 4863.029785
	Iteration 9Q: 3 clusters Score -2766918 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2767595.250000 Penalty: 4863.029785
	Iteration 10F: 3 clusters Score -2767595 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2768393.750000 Penalty: 4863.029785
	Iteration 11F: 3 clusters Score -2768394 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2769137.750000 Penalty: 4863.029785
	Iteration 12F: 3 clusters Score -2769138 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2769722.750000 Penalty: 4863.029785
	Iteration 13Q: 3 clusters Score -2769723 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2770167.500000 Penalty: 4863.029785
	Iteration 14Q: 3 clusters Score -2770168 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2770489.750000 Penalty: 4863.029785
	Iteration 15Q: 3 clusters Score -2770490 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2770734.000000 Penalty: 4863.029785
	Iteration 16Q: 3 clusters Score -2770734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2770896.500000 Penalty: 4863.029785
	Iteration 17Q: 3 clusters Score -2770896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2770995.250000 Penalty: 4863.029785
	Iteration 18Q: 3 clusters Score -2770995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2771082.000000 Penalty: 4863.029785
	Iteration 19Q: 3 clusters Score -2771082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2771127.500000 Penalty: 4863.029785
	Iteration 20F: 3 clusters Score -2771128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2771166.000000 Penalty: 4863.029785
	Iteration 21Q: 3 clusters Score -2771166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2771188.750000 Penalty: 4863.029785
	Iteration 22Q: 3 clusters Score -2771189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2771193.000000 Penalty: 4863.029785
	Iteration 23Q: 3 clusters Score -2771193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2771216.000000 Penalty: 4863.029785
	Iteration 24Q: 3 clusters Score -2771216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2771225.750000 Penalty: 4863.029785
	Iteration 25Q: 3 clusters Score -2771226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2771230.250000 Penalty: 4863.029785
	Iteration 26Q: 3 clusters Score -2771230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2771239.500000 Penalty: 4863.029785
	Iteration 27Q: 3 clusters Score -2771240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2771249.750000 Penalty: 4863.029785
	Iteration 28Q: 3 clusters Score -2771250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2771261.750000 Penalty: 4863.029785
	Iteration 29Q: 3 clusters Score -2771262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2771264.250000 Penalty: 4863.029785
	Iteration 30Q: 3 clusters Score -2771264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2771261.750000 Penalty: 4863.029785
	Iteration 31Q: 3 clusters Score -2771262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2771263.500000 Penalty: 4863.029785
	Iteration 32Q: 3 clusters Score -2771264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2771265.250000 Penalty: 4863.029785
	Iteration 33Q: 3 clusters Score -2771265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2771272.250000 Penalty: 4863.029785
	Iteration 34Q: 3 clusters Score -2771272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2771276.000000 Penalty: 4863.029785
	Iteration 35Q: 3 clusters Score -2771276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2771278.000000 Penalty: 4863.029785
	Iteration 36Q: 3 clusters Score -2771278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2771278.000000 Penalty: 4863.029785
	Iteration 37F: 3 clusters Score -2771278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -390972.593750 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -390972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -387952.468750 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -387952.5 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -388539.312500 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -388539.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -388693.500000 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -388693.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -388763.875000 Penalty: 3915.026611
	Iteration 3Q: 3 clusters Score -388763.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -388810.437500 Penalty: 3915.026611
	Iteration 4Q: 3 clusters Score -388810.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -388853.281250 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -388853.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -388888.562500 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -388888.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -388912.031250 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -388912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -388936.281250 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -388936.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -388950.968750 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -388951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -388960.250000 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -388960.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -388968.718750 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -388968.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -388976.843750 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -388976.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -388992.656250 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -388992.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389008.843750 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -389008.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -389033.343750 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -389033.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -389053.187500 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -389053.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -389070.343750 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -389070.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -389082.437500 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -389082.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -389091.843750 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -389091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -389097.437500 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -389097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -389105.625000 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -389105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -389112.968750 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -389113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -389118.625000 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -389118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -389122.375000 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -389122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -389125.656250 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -389125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -389131.093750 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -389131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -389135.562500 Penalty: 3915.026611
	Iteration 27Q: 3 clusters Score -389135.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -389142.062500 Penalty: 3915.026611
	Iteration 28Q: 3 clusters Score -389142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -389145.156250 Penalty: 3915.026611
	Iteration 29Q: 3 clusters Score -389145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -389148.312500 Penalty: 3915.026611
	Iteration 30Q: 3 clusters Score -389148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -389150.468750 Penalty: 3915.026611
	Iteration 31Q: 3 clusters Score -389150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -389153.062500 Penalty: 3915.026611
	Iteration 32Q: 3 clusters Score -389153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -389157.281250 Penalty: 3915.026611
	Iteration 33Q: 3 clusters Score -389157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -389166.093750 Penalty: 3915.026611
	Iteration 34Q: 3 clusters Score -389166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -389172.156250 Penalty: 3915.026611
	Iteration 35Q: 3 clusters Score -389172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389180.343750 Penalty: 3915.026611
	Iteration 36Q: 3 clusters Score -389180.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -389189.312500 Penalty: 3915.026611
	Iteration 37Q: 3 clusters Score -389189.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -389201.125000 Penalty: 3915.026611
	Iteration 38Q: 3 clusters Score -389201.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -389210.312500 Penalty: 3915.026611
	Iteration 39Q: 3 clusters Score -389210.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -389216.937500 Penalty: 3915.026611
	Iteration 40F: 3 clusters Score -389216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -389222.500000 Penalty: 3915.026611
	Iteration 41Q: 3 clusters Score -389222.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -389228.031250 Penalty: 3915.026611
	Iteration 42Q: 3 clusters Score -389228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -389234.250000 Penalty: 3915.026611
	Iteration 43Q: 3 clusters Score -389234.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -389240.468750 Penalty: 3915.026611
	Iteration 44Q: 3 clusters Score -389240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -389245.843750 Penalty: 3915.026611
	Iteration 45Q: 3 clusters Score -389245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -389248.593750 Penalty: 3915.026611
	Iteration 46Q: 3 clusters Score -389248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -389251.656250 Penalty: 3915.026611
	Iteration 47Q: 3 clusters Score -389251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -389253.968750 Penalty: 3915.026611
	Iteration 48Q: 3 clusters Score -389254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -389255.593750 Penalty: 3915.026611
	Iteration 49Q: 3 clusters Score -389255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -389258.406250 Penalty: 3915.026611
	Iteration 50Q: 3 clusters Score -389258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -389261.500000 Penalty: 3915.026611
	Iteration 51Q: 3 clusters Score -389261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -389264.562500 Penalty: 3915.026611
	Iteration 52Q: 3 clusters Score -389264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -389267.781250 Penalty: 3915.026611
	Iteration 53Q: 3 clusters Score -389267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -389273.468750 Penalty: 3915.026611
	Iteration 54Q: 3 clusters Score -389273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -389283.437500 Penalty: 3915.026611
	Iteration 55Q: 3 clusters Score -389283.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -389293.468750 Penalty: 3915.026611
	Iteration 56Q: 3 clusters Score -389293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389298.562500 Penalty: 3915.026611
	Iteration 57Q: 3 clusters Score -389298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -389306.843750 Penalty: 3915.026611
	Iteration 58Q: 3 clusters Score -389306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -389313.343750 Penalty: 3915.026611
	Iteration 59Q: 3 clusters Score -389313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -389316.500000 Penalty: 3915.026611
	Iteration 60F: 3 clusters Score -389316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -389319.437500 Penalty: 3915.026611
	Iteration 61Q: 3 clusters Score -389319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -389323.812500 Penalty: 3915.026611
	Iteration 62Q: 3 clusters Score -389323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -389327.906250 Penalty: 3915.026611
	Iteration 63Q: 3 clusters Score -389327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -389332.843750 Penalty: 3915.026611
	Iteration 64Q: 3 clusters Score -389332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -389334.031250 Penalty: 3915.026611
	Iteration 65Q: 3 clusters Score -389334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -389336.843750 Penalty: 3915.026611
	Iteration 66Q: 3 clusters Score -389336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -389338.875000 Penalty: 3915.026611
	Iteration 67Q: 3 clusters Score -389338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -389340.718750 Penalty: 3915.026611
	Iteration 68Q: 3 clusters Score -389340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -389341.562500 Penalty: 3915.026611
	Iteration 69Q: 3 clusters Score -389341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -389342.468750 Penalty: 3915.026611
	Iteration 70Q: 3 clusters Score -389342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -389342.593750 Penalty: 3915.026611
	Iteration 71Q: 3 clusters Score -389342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -389342.781250 Penalty: 3915.026611
	Iteration 72Q: 3 clusters Score -389342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -389344.093750 Penalty: 3915.026611
	Iteration 73Q: 3 clusters Score -389344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -389344.093750 Penalty: 3915.026611
	Iteration 74F: 3 clusters Score -389344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Entering Unmasked Estep 
Score: -2310739.250000 Penalty: 2389.744141
	Iteration 0F: 2 clusters Score -2310739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2299749.500000 Penalty: 4779.488281
	Iteration 0F: 3 clusters Score -2299750 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2303149.500000 Penalty: 4779.488281
	Iteration 1F: 3 clusters Score -2303150 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2303498.500000 Penalty: 4779.488281
	Iteration 2F: 3 clusters Score -2303498 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2303807.000000 Penalty: 4779.488281
	Iteration 3Q: 3 clusters Score -2303807 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2304111.250000 Penalty: 4779.488281
	Iteration 4Q: 3 clusters Score -2304111 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2304429.500000 Penalty: 4779.488281
	Iteration 5Q: 3 clusters Score -2304430 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2304808.250000 Penalty: 4779.488281
	Iteration 6Q: 3 clusters Score -2304808 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2305284.250000 Penalty: 4779.488281
	Iteration 7F: 3 clusters Score -2305284 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2305875.000000 Penalty: 4779.488281
	Iteration 8F: 3 clusters Score -2305875 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2306576.000000 Penalty: 4779.488281
	Iteration 9F: 3 clusters Score -2306576 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2307255.250000 Penalty: 4779.488281
	Iteration 10F: 3 clusters Score -2307255 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2307794.500000 Penalty: 4779.488281
	Iteration 11Q: 3 clusters Score -2307794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2308145.500000 Penalty: 4779.488281
	Iteration 12Q: 3 clusters Score -2308146 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2308332.500000 Penalty: 4779.488281
	Iteration 13Q: 3 clusters Score -2308332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2308433.250000 Penalty: 4779.488281
	Iteration 14Q: 3 clusters Score -2308433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2308482.750000 Penalty: 4779.488281
	Iteration 15Q: 3 clusters Score -2308483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2308517.250000 Penalty: 4779.488281
	Iteration 16Q: 3 clusters Score -2308517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2308534.000000 Penalty: 4779.488281
	Iteration 17Q: 3 clusters Score -2308534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2308554.250000 Penalty: 4779.488281
	Iteration 18Q: 3 clusters Score -2308554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2308566.500000 Penalty: 4779.488281
	Iteration 19Q: 3 clusters Score -2308566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2308579.750000 Penalty: 4779.488281
	Iteration 20F: 3 clusters Score -2308580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2308588.500000 Penalty: 4779.488281
	Iteration 21Q: 3 clusters Score -2308588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2308594.000000 Penalty: 4779.488281
	Iteration 22Q: 3 clusters Score -2308594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2308591.750000 Penalty: 4779.488281
	Iteration 23Q: 3 clusters Score -2308592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2308596.000000 Penalty: 4779.488281
	Iteration 24Q: 3 clusters Score -2308596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2308596.750000 Penalty: 4779.488281
	Iteration 25Q: 3 clusters Score -2308597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2308596.750000 Penalty: 4779.488281
	Iteration 26F: 3 clusters Score -2308597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -49659.179688 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -49659.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48331.199219 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -48331.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48477.218750 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -48477.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48527.250000 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -48527.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48558.007812 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -48558.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48579.515625 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -48579.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48620.914062 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -48620.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48623.734375 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -48623.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48623.734375 Penalty: 2920.883301
	Iteration 7F: 3 clusters Score -48623.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Entering Unmasked Estep 
Score: -3836081.250000 Penalty: 2514.284424
	Iteration 0F: 2 clusters Score -3836081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3818672.250000 Penalty: 5028.568848
	Iteration 0F: 3 clusters Score -3818672 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3824780.000000 Penalty: 5028.568848
	Iteration 1F: 3 clusters Score -3824780 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3825253.500000 Penalty: 5028.568848
	Iteration 2Q: 3 clusters Score -3825254 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3825684.500000 Penalty: 5028.568848
	Iteration 3Q: 3 clusters Score -3825684 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3826117.000000 Penalty: 5028.568848
	Iteration 4Q: 3 clusters Score -3826117 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3826531.000000 Penalty: 5028.568848
	Iteration 5Q: 3 clusters Score -3826531 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3827018.500000 Penalty: 5028.568848
	Iteration 6Q: 3 clusters Score -3827018 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3827484.250000 Penalty: 5028.568848
	Iteration 7Q: 3 clusters Score -3827484 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3827927.500000 Penalty: 5028.568848
	Iteration 8Q: 3 clusters Score -3827928 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3828301.250000 Penalty: 5028.568848
	Iteration 9Q: 3 clusters Score -3828301 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3828677.750000 Penalty: 5028.568848
	Iteration 10Q: 3 clusters Score -3828678 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3829066.500000 Penalty: 5028.568848
	Iteration 11Q: 3 clusters Score -3829066 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3829495.500000 Penalty: 5028.568848
	Iteration 12Q: 3 clusters Score -3829496 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3830027.000000 Penalty: 5028.568848
	Iteration 13Q: 3 clusters Score -3830027 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3830566.250000 Penalty: 5028.568848
	Iteration 14Q: 3 clusters Score -3830566 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3831028.500000 Penalty: 5028.568848
	Iteration 15Q: 3 clusters Score -3831028 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3831392.500000 Penalty: 5028.568848
	Iteration 16Q: 3 clusters Score -3831392 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3831669.750000 Penalty: 5028.568848
	Iteration 17Q: 3 clusters Score -3831670 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3831878.500000 Penalty: 5028.568848
	Iteration 18Q: 3 clusters Score -3831878 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3832113.000000 Penalty: 5028.568848
	Iteration 19Q: 3 clusters Score -3832113 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3832335.000000 Penalty: 5028.568848
	Iteration 20F: 3 clusters Score -3832335 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3832536.000000 Penalty: 5028.568848
	Iteration 21Q: 3 clusters Score -3832536 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3832744.500000 Penalty: 5028.568848
	Iteration 22Q: 3 clusters Score -3832744 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3832914.000000 Penalty: 5028.568848
	Iteration 23Q: 3 clusters Score -3832914 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3833049.750000 Penalty: 5028.568848
	Iteration 24Q: 3 clusters Score -3833050 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3833168.000000 Penalty: 5028.568848
	Iteration 25Q: 3 clusters Score -3833168 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3833268.750000 Penalty: 5028.568848
	Iteration 26Q: 3 clusters Score -3833269 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3833367.000000 Penalty: 5028.568848
	Iteration 27Q: 3 clusters Score -3833367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3833450.750000 Penalty: 5028.568848
	Iteration 28Q: 3 clusters Score -3833451 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3833512.000000 Penalty: 5028.568848
	Iteration 29Q: 3 clusters Score -3833512 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3833563.750000 Penalty: 5028.568848
	Iteration 30Q: 3 clusters Score -3833564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3833616.250000 Penalty: 5028.568848
	Iteration 31Q: 3 clusters Score -3833616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3833647.500000 Penalty: 5028.568848
	Iteration 32Q: 3 clusters Score -3833648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3833697.250000 Penalty: 5028.568848
	Iteration 33Q: 3 clusters Score -3833697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3833719.750000 Penalty: 5028.568848
	Iteration 34Q: 3 clusters Score -3833720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3833732.000000 Penalty: 5028.568848
	Iteration 35Q: 3 clusters Score -3833732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3833752.000000 Penalty: 5028.568848
	Iteration 36Q: 3 clusters Score -3833752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3833762.250000 Penalty: 5028.568848
	Iteration 37Q: 3 clusters Score -3833762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3833769.250000 Penalty: 5028.568848
	Iteration 38Q: 3 clusters Score -3833769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3833793.750000 Penalty: 5028.568848
	Iteration 39Q: 3 clusters Score -3833794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3833807.750000 Penalty: 5028.568848
	Iteration 40F: 3 clusters Score -3833808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3833805.750000 Penalty: 5028.568848
	Iteration 41Q: 3 clusters Score -3833806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3833813.250000 Penalty: 5028.568848
	Iteration 42Q: 3 clusters Score -3833813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3833833.250000 Penalty: 5028.568848
	Iteration 43Q: 3 clusters Score -3833833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3833833.250000 Penalty: 5028.568848
	Iteration 44Q: 3 clusters Score -3833833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3833844.500000 Penalty: 5028.568848
	Iteration 45Q: 3 clusters Score -3833844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3833847.500000 Penalty: 5028.568848
	Iteration 46Q: 3 clusters Score -3833848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3833849.500000 Penalty: 5028.568848
	Iteration 47Q: 3 clusters Score -3833850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3833859.250000 Penalty: 5028.568848
	Iteration 48Q: 3 clusters Score -3833859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3833863.000000 Penalty: 5028.568848
	Iteration 49Q: 3 clusters Score -3833863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3833868.000000 Penalty: 5028.568848
	Iteration 50Q: 3 clusters Score -3833868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3833878.500000 Penalty: 5028.568848
	Iteration 51Q: 3 clusters Score -3833878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3833884.750000 Penalty: 5028.568848
	Iteration 52Q: 3 clusters Score -3833885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3833896.750000 Penalty: 5028.568848
	Iteration 53Q: 3 clusters Score -3833897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3833909.500000 Penalty: 5028.568848
	Iteration 54Q: 3 clusters Score -3833910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3833908.000000 Penalty: 5028.568848
	Iteration 55Q: 3 clusters Score -3833908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3833911.250000 Penalty: 5028.568848
	Iteration 56Q: 3 clusters Score -3833911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3833919.500000 Penalty: 5028.568848
	Iteration 57Q: 3 clusters Score -3833920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3833920.500000 Penalty: 5028.568848
	Iteration 58Q: 3 clusters Score -3833920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3833935.500000 Penalty: 5028.568848
	Iteration 59Q: 3 clusters Score -3833936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3833935.250000 Penalty: 5028.568848
	Iteration 60F: 3 clusters Score -3833935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3833935.250000 Penalty: 5028.568848
	Iteration 61Q: 3 clusters Score -3833935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3833951.000000 Penalty: 5028.568848
	Iteration 62Q: 3 clusters Score -3833951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3833949.500000 Penalty: 5028.568848
	Iteration 63Q: 3 clusters Score -3833950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3833955.500000 Penalty: 5028.568848
	Iteration 64Q: 3 clusters Score -3833956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3833953.500000 Penalty: 5028.568848
	Iteration 65Q: 3 clusters Score -3833954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3833954.750000 Penalty: 5028.568848
	Iteration 66Q: 3 clusters Score -3833955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3833953.000000 Penalty: 5028.568848
	Iteration 67Q: 3 clusters Score -3833953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3833958.250000 Penalty: 5028.568848
	Iteration 68Q: 3 clusters Score -3833958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3833961.000000 Penalty: 5028.568848
	Iteration 69Q: 3 clusters Score -3833961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3833964.500000 Penalty: 5028.568848
	Iteration 70Q: 3 clusters Score -3833964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3833969.250000 Penalty: 5028.568848
	Iteration 71Q: 3 clusters Score -3833969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3833971.000000 Penalty: 5028.568848
	Iteration 72Q: 3 clusters Score -3833971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3833972.500000 Penalty: 5028.568848
	Iteration 73Q: 3 clusters Score -3833972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3833978.500000 Penalty: 5028.568848
	Iteration 74Q: 3 clusters Score -3833978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3833984.000000 Penalty: 5028.568848
	Iteration 75Q: 3 clusters Score -3833984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3833982.000000 Penalty: 5028.568848
	Iteration 76Q: 3 clusters Score -3833982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3833982.500000 Penalty: 5028.568848
	Iteration 77Q: 3 clusters Score -3833982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3833977.000000 Penalty: 5028.568848
	Iteration 78Q: 3 clusters Score -3833977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3833976.000000 Penalty: 5028.568848
	Iteration 79Q: 3 clusters Score -3833976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3833977.750000 Penalty: 5028.568848
	Iteration 80F: 3 clusters Score -3833978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3833976.250000 Penalty: 5028.568848
	Iteration 81Q: 3 clusters Score -3833976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3833977.500000 Penalty: 5028.568848
	Iteration 82Q: 3 clusters Score -3833978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3833982.500000 Penalty: 5028.568848
	Iteration 83Q: 3 clusters Score -3833982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3833980.500000 Penalty: 5028.568848
	Iteration 84Q: 3 clusters Score -3833980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3833980.500000 Penalty: 5028.568848
	Iteration 85Q: 3 clusters Score -3833980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3833981.000000 Penalty: 5028.568848
	Iteration 86Q: 3 clusters Score -3833981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3833986.750000 Penalty: 5028.568848
	Iteration 87Q: 3 clusters Score -3833987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3833983.250000 Penalty: 5028.568848
	Iteration 88Q: 3 clusters Score -3833983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3833983.500000 Penalty: 5028.568848
	Iteration 89Q: 3 clusters Score -3833984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3833984.250000 Penalty: 5028.568848
	Iteration 90Q: 3 clusters Score -3833984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3833983.500000 Penalty: 5028.568848
	Iteration 91Q: 3 clusters Score -3833984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3833984.500000 Penalty: 5028.568848
	Iteration 92Q: 3 clusters Score -3833984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3833985.750000 Penalty: 5028.568848
	Iteration 93Q: 3 clusters Score -3833986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3833983.250000 Penalty: 5028.568848
	Iteration 94Q: 3 clusters Score -3833983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3833989.750000 Penalty: 5028.568848
	Iteration 95Q: 3 clusters Score -3833990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3833985.000000 Penalty: 5028.568848
	Iteration 96Q: 3 clusters Score -3833985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3833983.500000 Penalty: 5028.568848
	Iteration 97Q: 3 clusters Score -3833984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3833983.500000 Penalty: 5028.568848
	Iteration 98F: 3 clusters Score -3833984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Entering Unmasked Estep 
Score: -1895039.375000 Penalty: 2359.031006
	Iteration 0F: 2 clusters Score -1895039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1885216.000000 Penalty: 4718.062012
	Iteration 0F: 3 clusters Score -1885216 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1888494.625000 Penalty: 4718.062012
	Iteration 1F: 3 clusters Score -1888495 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1889352.625000 Penalty: 4718.062012
	Iteration 2F: 3 clusters Score -1889353 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1890304.750000 Penalty: 4718.062012
	Iteration 3F: 3 clusters Score -1890305 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1891195.750000 Penalty: 4718.062012
	Iteration 4F: 3 clusters Score -1891196 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1891884.375000 Penalty: 4718.062012
	Iteration 5F: 3 clusters Score -1891884 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1892297.500000 Penalty: 4718.062012
	Iteration 6F: 3 clusters Score -1892298 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1892525.625000 Penalty: 4718.062012
	Iteration 7Q: 3 clusters Score -1892526 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1892671.750000 Penalty: 4718.062012
	Iteration 8Q: 3 clusters Score -1892672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1892756.875000 Penalty: 4718.062012
	Iteration 9Q: 3 clusters Score -1892757 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1892819.125000 Penalty: 4718.062012
	Iteration 10Q: 3 clusters Score -1892819 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1892872.125000 Penalty: 4718.062012
	Iteration 11Q: 3 clusters Score -1892872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1892903.875000 Penalty: 4718.062012
	Iteration 12Q: 3 clusters Score -1892904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1892934.500000 Penalty: 4718.062012
	Iteration 13Q: 3 clusters Score -1892934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1892967.500000 Penalty: 4718.062012
	Iteration 14Q: 3 clusters Score -1892968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1892996.750000 Penalty: 4718.062012
	Iteration 15Q: 3 clusters Score -1892997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1893022.625000 Penalty: 4718.062012
	Iteration 16Q: 3 clusters Score -1893023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1893046.500000 Penalty: 4718.062012
	Iteration 17Q: 3 clusters Score -1893046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1893064.250000 Penalty: 4718.062012
	Iteration 18Q: 3 clusters Score -1893064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1893076.000000 Penalty: 4718.062012
	Iteration 19Q: 3 clusters Score -1893076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1893089.500000 Penalty: 4718.062012
	Iteration 20F: 3 clusters Score -1893090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1893096.875000 Penalty: 4718.062012
	Iteration 21Q: 3 clusters Score -1893097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1893106.500000 Penalty: 4718.062012
	Iteration 22Q: 3 clusters Score -1893106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1893111.625000 Penalty: 4718.062012
	Iteration 23Q: 3 clusters Score -1893112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1893117.750000 Penalty: 4718.062012
	Iteration 24Q: 3 clusters Score -1893118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1893120.250000 Penalty: 4718.062012
	Iteration 25Q: 3 clusters Score -1893120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1893123.375000 Penalty: 4718.062012
	Iteration 26Q: 3 clusters Score -1893123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1893121.000000 Penalty: 4718.062012
	Iteration 27Q: 3 clusters Score -1893121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1893122.875000 Penalty: 4718.062012
	Iteration 28Q: 3 clusters Score -1893123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1893131.875000 Penalty: 4718.062012
	Iteration 29Q: 3 clusters Score -1893132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1893131.250000 Penalty: 4718.062012
	Iteration 30Q: 3 clusters Score -1893131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1893135.125000 Penalty: 4718.062012
	Iteration 31Q: 3 clusters Score -1893135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1893135.375000 Penalty: 4718.062012
	Iteration 32Q: 3 clusters Score -1893135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1893143.000000 Penalty: 4718.062012
	Iteration 33Q: 3 clusters Score -1893143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1893142.500000 Penalty: 4718.062012
	Iteration 34Q: 3 clusters Score -1893142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1893144.625000 Penalty: 4718.062012
	Iteration 35Q: 3 clusters Score -1893145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1893144.000000 Penalty: 4718.062012
	Iteration 36Q: 3 clusters Score -1893144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1893145.875000 Penalty: 4718.062012
	Iteration 37Q: 3 clusters Score -1893146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1893147.750000 Penalty: 4718.062012
	Iteration 38Q: 3 clusters Score -1893148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1893146.625000 Penalty: 4718.062012
	Iteration 39Q: 3 clusters Score -1893147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1893143.000000 Penalty: 4718.062012
	Iteration 40F: 3 clusters Score -1893143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1893150.625000 Penalty: 4718.062012
	Iteration 41Q: 3 clusters Score -1893151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1893151.750000 Penalty: 4718.062012
	Iteration 42Q: 3 clusters Score -1893152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1893149.000000 Penalty: 4718.062012
	Iteration 43Q: 3 clusters Score -1893149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1893152.000000 Penalty: 4718.062012
	Iteration 44Q: 3 clusters Score -1893152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1893155.625000 Penalty: 4718.062012
	Iteration 45Q: 3 clusters Score -1893156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1893154.500000 Penalty: 4718.062012
	Iteration 46Q: 3 clusters Score -1893154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1893156.000000 Penalty: 4718.062012
	Iteration 47Q: 3 clusters Score -1893156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1893157.500000 Penalty: 4718.062012
	Iteration 48Q: 3 clusters Score -1893158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1893159.375000 Penalty: 4718.062012
	Iteration 49Q: 3 clusters Score -1893159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1893158.875000 Penalty: 4718.062012
	Iteration 50Q: 3 clusters Score -1893159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1893162.875000 Penalty: 4718.062012
	Iteration 51Q: 3 clusters Score -1893163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1893162.750000 Penalty: 4718.062012
	Iteration 52Q: 3 clusters Score -1893163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1893162.750000 Penalty: 4718.062012
	Iteration 53F: 3 clusters Score -1893163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Entering Unmasked Estep 
Score: -5521683.000000 Penalty: 2604.903320
	Iteration 0F: 2 clusters Score -5521683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5496952.000000 Penalty: 5209.806641
	Iteration 0F: 3 clusters Score -5496952 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5506481.500000 Penalty: 5209.806641
	Iteration 1F: 3 clusters Score -5506482 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5507461.000000 Penalty: 5209.806641
	Iteration 2F: 3 clusters Score -5507461 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5508794.000000 Penalty: 5209.806641
	Iteration 3F: 3 clusters Score -5508794 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -5510231.500000 Penalty: 5209.806641
	Iteration 4F: 3 clusters Score -5510232 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -5511828.500000 Penalty: 5209.806641
	Iteration 5F: 3 clusters Score -5511828 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -5513462.000000 Penalty: 5209.806641
	Iteration 6F: 3 clusters Score -5513462 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5515108.000000 Penalty: 5209.806641
	Iteration 7F: 3 clusters Score -5515108 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5516496.500000 Penalty: 5209.806641
	Iteration 8Q: 3 clusters Score -5516496 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5517559.500000 Penalty: 5209.806641
	Iteration 9Q: 3 clusters Score -5517560 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5518275.500000 Penalty: 5209.806641
	Iteration 10Q: 3 clusters Score -5518276 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5518691.500000 Penalty: 5209.806641
	Iteration 11Q: 3 clusters Score -5518692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5518966.000000 Penalty: 5209.806641
	Iteration 12Q: 3 clusters Score -5518966 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5519128.000000 Penalty: 5209.806641
	Iteration 13Q: 3 clusters Score -5519128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5519229.000000 Penalty: 5209.806641
	Iteration 14Q: 3 clusters Score -5519229 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5519295.500000 Penalty: 5209.806641
	Iteration 15Q: 3 clusters Score -5519296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5519338.000000 Penalty: 5209.806641
	Iteration 16Q: 3 clusters Score -5519338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5519382.000000 Penalty: 5209.806641
	Iteration 17Q: 3 clusters Score -5519382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5519414.500000 Penalty: 5209.806641
	Iteration 18Q: 3 clusters Score -5519414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5519443.500000 Penalty: 5209.806641
	Iteration 19Q: 3 clusters Score -5519444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5519452.000000 Penalty: 5209.806641
	Iteration 20F: 3 clusters Score -5519452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5519485.500000 Penalty: 5209.806641
	Iteration 21Q: 3 clusters Score -5519486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5519495.000000 Penalty: 5209.806641
	Iteration 22Q: 3 clusters Score -5519495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5519516.500000 Penalty: 5209.806641
	Iteration 23Q: 3 clusters Score -5519516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5519531.500000 Penalty: 5209.806641
	Iteration 24Q: 3 clusters Score -5519532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5519534.500000 Penalty: 5209.806641
	Iteration 25Q: 3 clusters Score -5519534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5519547.500000 Penalty: 5209.806641
	Iteration 26Q: 3 clusters Score -5519548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5519550.500000 Penalty: 5209.806641
	Iteration 27Q: 3 clusters Score -5519550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5519543.500000 Penalty: 5209.806641
	Iteration 28Q: 3 clusters Score -5519544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5519545.000000 Penalty: 5209.806641
	Iteration 29Q: 3 clusters Score -5519545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5519550.000000 Penalty: 5209.806641
	Iteration 30Q: 3 clusters Score -5519550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5519551.500000 Penalty: 5209.806641
	Iteration 31Q: 3 clusters Score -5519552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5519552.500000 Penalty: 5209.806641
	Iteration 32Q: 3 clusters Score -5519552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5519553.500000 Penalty: 5209.806641
	Iteration 33Q: 3 clusters Score -5519554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5519552.500000 Penalty: 5209.806641
	Iteration 34Q: 3 clusters Score -5519552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5519557.000000 Penalty: 5209.806641
	Iteration 35Q: 3 clusters Score -5519557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5519556.000000 Penalty: 5209.806641
	Iteration 36Q: 3 clusters Score -5519556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5519552.000000 Penalty: 5209.806641
	Iteration 37Q: 3 clusters Score -5519552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5519552.000000 Penalty: 5209.806641
	Iteration 38F: 3 clusters Score -5519552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -725445.500000 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -725445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -720814.687500 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -720814.7 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -722018.250000 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -722018.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -722300.875000 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -722300.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -722530.750000 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -722530.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -722734.000000 Penalty: 4240.919922
	Iteration 4F: 3 clusters Score -722734 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -722891.187500 Penalty: 4240.919922
	Iteration 5Q: 3 clusters Score -722891.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -723036.562500 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -723036.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -723147.125000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -723147.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -723225.125000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -723225.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -723292.750000 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -723292.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -723333.687500 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -723333.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -723369.750000 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -723369.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -723412.312500 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -723412.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -723442.875000 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -723442.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -723464.625000 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -723464.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -723490.312500 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -723490.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -723505.875000 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -723505.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -723519.750000 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -723519.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -723530.312500 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -723530.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -723539.625000 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -723539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -723543.812500 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -723543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -723548.437500 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -723548.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -723556.875000 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -723556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -723563.437500 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -723563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -723571.187500 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -723571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -723574.250000 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -723574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -723577.000000 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -723577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -723584.000000 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -723584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -723590.625000 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -723590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -723596.187500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -723596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -723601.750000 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -723601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -723606.000000 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -723606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -723607.750000 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -723607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -723609.500000 Penalty: 4240.919922
	Iteration 33Q: 3 clusters Score -723609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -723610.750000 Penalty: 4240.919922
	Iteration 34Q: 3 clusters Score -723610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -723614.750000 Penalty: 4240.919922
	Iteration 35Q: 3 clusters Score -723614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -723618.500000 Penalty: 4240.919922
	Iteration 36Q: 3 clusters Score -723618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -723624.625000 Penalty: 4240.919922
	Iteration 37Q: 3 clusters Score -723624.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -723633.375000 Penalty: 4240.919922
	Iteration 38Q: 3 clusters Score -723633.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -723641.375000 Penalty: 4240.919922
	Iteration 39Q: 3 clusters Score -723641.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -723648.562500 Penalty: 4240.919922
	Iteration 40F: 3 clusters Score -723648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -723657.312500 Penalty: 4240.919922
	Iteration 41Q: 3 clusters Score -723657.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -723663.687500 Penalty: 4240.919922
	Iteration 42Q: 3 clusters Score -723663.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -723669.000000 Penalty: 4240.919922
	Iteration 43Q: 3 clusters Score -723669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -723671.750000 Penalty: 4240.919922
	Iteration 44Q: 3 clusters Score -723671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -723679.750000 Penalty: 4240.919922
	Iteration 45Q: 3 clusters Score -723679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -723685.687500 Penalty: 4240.919922
	Iteration 46Q: 3 clusters Score -723685.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -723696.375000 Penalty: 4240.919922
	Iteration 47Q: 3 clusters Score -723696.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -723708.875000 Penalty: 4240.919922
	Iteration 48Q: 3 clusters Score -723708.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -723720.437500 Penalty: 4240.919922
	Iteration 49Q: 3 clusters Score -723720.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -723738.312500 Penalty: 4240.919922
	Iteration 50Q: 3 clusters Score -723738.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -723753.250000 Penalty: 4240.919922
	Iteration 51Q: 3 clusters Score -723753.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -723768.000000 Penalty: 4240.919922
	Iteration 52Q: 3 clusters Score -723768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -723778.625000 Penalty: 4240.919922
	Iteration 53Q: 3 clusters Score -723778.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -723792.750000 Penalty: 4240.919922
	Iteration 54Q: 3 clusters Score -723792.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -723803.000000 Penalty: 4240.919922
	Iteration 55Q: 3 clusters Score -723803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -723813.687500 Penalty: 4240.919922
	Iteration 56Q: 3 clusters Score -723813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -723829.187500 Penalty: 4240.919922
	Iteration 57Q: 3 clusters Score -723829.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -723846.187500 Penalty: 4240.919922
	Iteration 58Q: 3 clusters Score -723846.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -723866.062500 Penalty: 4240.919922
	Iteration 59Q: 3 clusters Score -723866.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -723882.125000 Penalty: 4240.919922
	Iteration 60F: 3 clusters Score -723882.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -723907.000000 Penalty: 4240.919922
	Iteration 61Q: 3 clusters Score -723907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -723928.125000 Penalty: 4240.919922
	Iteration 62Q: 3 clusters Score -723928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -723957.125000 Penalty: 4240.919922
	Iteration 63Q: 3 clusters Score -723957.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -723995.062500 Penalty: 4240.919922
	Iteration 64Q: 3 clusters Score -723995.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -724031.062500 Penalty: 4240.919922
	Iteration 65Q: 3 clusters Score -724031.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -724065.812500 Penalty: 4240.919922
	Iteration 66Q: 3 clusters Score -724065.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -724093.125000 Penalty: 4240.919922
	Iteration 67Q: 3 clusters Score -724093.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -724111.500000 Penalty: 4240.919922
	Iteration 68Q: 3 clusters Score -724111.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -724131.562500 Penalty: 4240.919922
	Iteration 69Q: 3 clusters Score -724131.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -724152.562500 Penalty: 4240.919922
	Iteration 70Q: 3 clusters Score -724152.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -724166.750000 Penalty: 4240.919922
	Iteration 71Q: 3 clusters Score -724166.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -724181.687500 Penalty: 4240.919922
	Iteration 72Q: 3 clusters Score -724181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -724198.937500 Penalty: 4240.919922
	Iteration 73Q: 3 clusters Score -724198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -724215.687500 Penalty: 4240.919922
	Iteration 74Q: 3 clusters Score -724215.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -724224.500000 Penalty: 4240.919922
	Iteration 75Q: 3 clusters Score -724224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -724231.750000 Penalty: 4240.919922
	Iteration 76Q: 3 clusters Score -724231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -724238.125000 Penalty: 4240.919922
	Iteration 77Q: 3 clusters Score -724238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -724242.687500 Penalty: 4240.919922
	Iteration 78Q: 3 clusters Score -724242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -724243.500000 Penalty: 4240.919922
	Iteration 79Q: 3 clusters Score -724243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -724245.375000 Penalty: 4240.919922
	Iteration 80F: 3 clusters Score -724245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -724247.500000 Penalty: 4240.919922
	Iteration 81Q: 3 clusters Score -724247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -724248.875000 Penalty: 4240.919922
	Iteration 82Q: 3 clusters Score -724248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -724249.437500 Penalty: 4240.919922
	Iteration 83Q: 3 clusters Score -724249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -724250.625000 Penalty: 4240.919922
	Iteration 84Q: 3 clusters Score -724250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -724251.000000 Penalty: 4240.919922
	Iteration 85Q: 3 clusters Score -724251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -724250.437500 Penalty: 4240.919922
	Iteration 86Q: 3 clusters Score -724250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -724250.875000 Penalty: 4240.919922
	Iteration 87Q: 3 clusters Score -724250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -724250.875000 Penalty: 4240.919922
	Iteration 88F: 3 clusters Score -724250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -61673.386719 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -61673.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60228.761719 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -60228.76 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60540.964844 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -60540.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60753.500000 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -60753.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60863.453125 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -60863.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60927.531250 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -60927.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61025.121094 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -61025.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61120.015625 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -61120.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61200.312500 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -61200.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61321.984375 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -61321.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61454.621094 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -61454.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61595.175781 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -61595.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61643.128906 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -61643.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61653.101562 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -61653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61671.410156 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -61671.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61681.972656 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -61681.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61681.972656 Penalty: 3055.958740
	Iteration 15F: 3 clusters Score -61681.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 238 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 160431 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
Score: -104153928.000000 Penalty: 123466.296875
Splitting cluster 27 changes total score from -104156192.000000 to -104153928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -590546.437500 Penalty: 2088.929443
	Iteration 0F: 2 clusters Score -590546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -586353.062500 Penalty: 4177.858887
	Iteration 0F: 3 clusters Score -586353.1 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -587703.312500 Penalty: 4177.858887
	Iteration 1F: 3 clusters Score -587703.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -588443.312500 Penalty: 4177.858887
	Iteration 2F: 3 clusters Score -588443.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -589052.187500 Penalty: 4177.858887
	Iteration 3F: 3 clusters Score -589052.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -589418.812500 Penalty: 4177.858887
	Iteration 4F: 3 clusters Score -589418.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -589682.500000 Penalty: 4177.858887
	Iteration 5F: 3 clusters Score -589682.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -589865.250000 Penalty: 4177.858887
	Iteration 6Q: 3 clusters Score -589865.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -589997.625000 Penalty: 4177.858887
	Iteration 7Q: 3 clusters Score -589997.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -590119.312500 Penalty: 4177.858887
	Iteration 8Q: 3 clusters Score -590119.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -590238.625000 Penalty: 4177.858887
	Iteration 9Q: 3 clusters Score -590238.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -590324.312500 Penalty: 4177.858887
	Iteration 10Q: 3 clusters Score -590324.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -590385.375000 Penalty: 4177.858887
	Iteration 11Q: 3 clusters Score -590385.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -590441.375000 Penalty: 4177.858887
	Iteration 12Q: 3 clusters Score -590441.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -590487.187500 Penalty: 4177.858887
	Iteration 13Q: 3 clusters Score -590487.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -590517.062500 Penalty: 4177.858887
	Iteration 14Q: 3 clusters Score -590517.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -590555.625000 Penalty: 4177.858887
	Iteration 15Q: 3 clusters Score -590555.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -590586.125000 Penalty: 4177.858887
	Iteration 16Q: 3 clusters Score -590586.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -590600.812500 Penalty: 4177.858887
	Iteration 17Q: 3 clusters Score -590600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -590608.187500 Penalty: 4177.858887
	Iteration 18Q: 3 clusters Score -590608.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -590614.687500 Penalty: 4177.858887
	Iteration 19Q: 3 clusters Score -590614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -590620.187500 Penalty: 4177.858887
	Iteration 20F: 3 clusters Score -590620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -590620.687500 Penalty: 4177.858887
	Iteration 21Q: 3 clusters Score -590620.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -590622.125000 Penalty: 4177.858887
	Iteration 22Q: 3 clusters Score -590622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -590623.312500 Penalty: 4177.858887
	Iteration 23Q: 3 clusters Score -590623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -590623.812500 Penalty: 4177.858887
	Iteration 24Q: 3 clusters Score -590623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -590626.062500 Penalty: 4177.858887
	Iteration 25Q: 3 clusters Score -590626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -590626.500000 Penalty: 4177.858887
	Iteration 26Q: 3 clusters Score -590626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -590625.687500 Penalty: 4177.858887
	Iteration 27Q: 3 clusters Score -590625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -590626.875000 Penalty: 4177.858887
	Iteration 28Q: 3 clusters Score -590626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -590626.875000 Penalty: 4177.858887
	Iteration 29F: 3 clusters Score -590626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 160431 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
Score: -104154776.000000 Penalty: 123466.296875
Splitting cluster 28 changes total score from -104156192.000000 to -104154776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -217242.000000 Penalty: 1818.589722
	Iteration 0F: 2 clusters Score -217242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -214961.890625 Penalty: 3637.179443
	Iteration 0F: 3 clusters Score -214961.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215346.859375 Penalty: 3637.179443
	Iteration 1F: 3 clusters Score -215346.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -215468.484375 Penalty: 3637.179443
	Iteration 2F: 3 clusters Score -215468.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -215536.015625 Penalty: 3637.179443
	Iteration 3Q: 3 clusters Score -215536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215586.281250 Penalty: 3637.179443
	Iteration 4Q: 3 clusters Score -215586.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -215628.687500 Penalty: 3637.179443
	Iteration 5Q: 3 clusters Score -215628.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215662.984375 Penalty: 3637.179443
	Iteration 6Q: 3 clusters Score -215663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -215699.546875 Penalty: 3637.179443
	Iteration 7Q: 3 clusters Score -215699.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215735.953125 Penalty: 3637.179443
	Iteration 8Q: 3 clusters Score -215736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215781.781250 Penalty: 3637.179443
	Iteration 9Q: 3 clusters Score -215781.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -215845.750000 Penalty: 3637.179443
	Iteration 10Q: 3 clusters Score -215845.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -215892.453125 Penalty: 3637.179443
	Iteration 11Q: 3 clusters Score -215892.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -215921.671875 Penalty: 3637.179443
	Iteration 12Q: 3 clusters Score -215921.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215953.921875 Penalty: 3637.179443
	Iteration 13Q: 3 clusters Score -215953.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -215968.859375 Penalty: 3637.179443
	Iteration 14Q: 3 clusters Score -215968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -215993.750000 Penalty: 3637.179443
	Iteration 15Q: 3 clusters Score -215993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -216007.593750 Penalty: 3637.179443
	Iteration 16Q: 3 clusters Score -216007.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -216028.406250 Penalty: 3637.179443
	Iteration 17Q: 3 clusters Score -216028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216051.546875 Penalty: 3637.179443
	Iteration 18Q: 3 clusters Score -216051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -216068.406250 Penalty: 3637.179443
	Iteration 19Q: 3 clusters Score -216068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -216096.125000 Penalty: 3637.179443
	Iteration 20F: 3 clusters Score -216096.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -216129.656250 Penalty: 3637.179443
	Iteration 21Q: 3 clusters Score -216129.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216162.046875 Penalty: 3637.179443
	Iteration 22Q: 3 clusters Score -216162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -216185.000000 Penalty: 3637.179443
	Iteration 23Q: 3 clusters Score -216185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -216199.234375 Penalty: 3637.179443
	Iteration 24Q: 3 clusters Score -216199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216213.703125 Penalty: 3637.179443
	Iteration 25Q: 3 clusters Score -216213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -216223.890625 Penalty: 3637.179443
	Iteration 26Q: 3 clusters Score -216223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216233.125000 Penalty: 3637.179443
	Iteration 27Q: 3 clusters Score -216233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -216243.906250 Penalty: 3637.179443
	Iteration 28Q: 3 clusters Score -216243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -216247.875000 Penalty: 3637.179443
	Iteration 29Q: 3 clusters Score -216247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -216254.812500 Penalty: 3637.179443
	Iteration 30Q: 3 clusters Score -216254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -216264.125000 Penalty: 3637.179443
	Iteration 31Q: 3 clusters Score -216264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -216273.078125 Penalty: 3637.179443
	Iteration 32Q: 3 clusters Score -216273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -216278.406250 Penalty: 3637.179443
	Iteration 33Q: 3 clusters Score -216278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -216284.125000 Penalty: 3637.179443
	Iteration 34Q: 3 clusters Score -216284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -216284.937500 Penalty: 3637.179443
	Iteration 35Q: 3 clusters Score -216284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -216285.515625 Penalty: 3637.179443
	Iteration 36Q: 3 clusters Score -216285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -216285.515625 Penalty: 3637.179443
	Iteration 37F: 3 clusters Score -216285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Entering Unmasked Estep 
Score: -2352294.750000 Penalty: 2391.905762
	Iteration 0F: 2 clusters Score -2352295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2341163.000000 Penalty: 4783.811523
	Iteration 0F: 3 clusters Score -2341163 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2344839.250000 Penalty: 4783.811523
	Iteration 1F: 3 clusters Score -2344839 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2345362.500000 Penalty: 4783.811523
	Iteration 2F: 3 clusters Score -2345362 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2345840.250000 Penalty: 4783.811523
	Iteration 3F: 3 clusters Score -2345840 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2346299.250000 Penalty: 4783.811523
	Iteration 4F: 3 clusters Score -2346299 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2346744.000000 Penalty: 4783.811523
	Iteration 5F: 3 clusters Score -2346744 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2347219.250000 Penalty: 4783.811523
	Iteration 6F: 3 clusters Score -2347219 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2347692.000000 Penalty: 4783.811523
	Iteration 7F: 3 clusters Score -2347692 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2348142.000000 Penalty: 4783.811523
	Iteration 8F: 3 clusters Score -2348142 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2348487.750000 Penalty: 4783.811523
	Iteration 9Q: 3 clusters Score -2348488 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2348756.000000 Penalty: 4783.811523
	Iteration 10Q: 3 clusters Score -2348756 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2348971.500000 Penalty: 4783.811523
	Iteration 11Q: 3 clusters Score -2348972 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2349137.500000 Penalty: 4783.811523
	Iteration 12Q: 3 clusters Score -2349138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2349249.500000 Penalty: 4783.811523
	Iteration 13Q: 3 clusters Score -2349250 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2349342.750000 Penalty: 4783.811523
	Iteration 14Q: 3 clusters Score -2349343 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2349426.000000 Penalty: 4783.811523
	Iteration 15Q: 3 clusters Score -2349426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2349497.750000 Penalty: 4783.811523
	Iteration 16Q: 3 clusters Score -2349498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2349550.500000 Penalty: 4783.811523
	Iteration 17Q: 3 clusters Score -2349550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2349605.250000 Penalty: 4783.811523
	Iteration 18Q: 3 clusters Score -2349605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2349682.000000 Penalty: 4783.811523
	Iteration 19Q: 3 clusters Score -2349682 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2349749.750000 Penalty: 4783.811523
	Iteration 20F: 3 clusters Score -2349750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2349820.750000 Penalty: 4783.811523
	Iteration 21Q: 3 clusters Score -2349821 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2349912.750000 Penalty: 4783.811523
	Iteration 22Q: 3 clusters Score -2349913 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2349998.250000 Penalty: 4783.811523
	Iteration 23Q: 3 clusters Score -2349998 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2350076.500000 Penalty: 4783.811523
	Iteration 24Q: 3 clusters Score -2350076 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2350128.500000 Penalty: 4783.811523
	Iteration 25Q: 3 clusters Score -2350128 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2350197.250000 Penalty: 4783.811523
	Iteration 26Q: 3 clusters Score -2350197 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2350240.000000 Penalty: 4783.811523
	Iteration 27Q: 3 clusters Score -2350240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2350281.250000 Penalty: 4783.811523
	Iteration 28Q: 3 clusters Score -2350281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2350312.500000 Penalty: 4783.811523
	Iteration 29Q: 3 clusters Score -2350312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2350334.750000 Penalty: 4783.811523
	Iteration 30Q: 3 clusters Score -2350335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2350366.250000 Penalty: 4783.811523
	Iteration 31Q: 3 clusters Score -2350366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2350389.000000 Penalty: 4783.811523
	Iteration 32Q: 3 clusters Score -2350389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2350414.750000 Penalty: 4783.811523
	Iteration 33Q: 3 clusters Score -2350415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2350433.500000 Penalty: 4783.811523
	Iteration 34Q: 3 clusters Score -2350434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2350461.750000 Penalty: 4783.811523
	Iteration 35Q: 3 clusters Score -2350462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2350476.250000 Penalty: 4783.811523
	Iteration 36Q: 3 clusters Score -2350476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2350484.250000 Penalty: 4783.811523
	Iteration 37Q: 3 clusters Score -2350484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2350490.750000 Penalty: 4783.811523
	Iteration 38Q: 3 clusters Score -2350491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2350500.750000 Penalty: 4783.811523
	Iteration 39Q: 3 clusters Score -2350501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2350504.250000 Penalty: 4783.811523
	Iteration 40F: 3 clusters Score -2350504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2350508.250000 Penalty: 4783.811523
	Iteration 41Q: 3 clusters Score -2350508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2350514.000000 Penalty: 4783.811523
	Iteration 42Q: 3 clusters Score -2350514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2350513.750000 Penalty: 4783.811523
	Iteration 43Q: 3 clusters Score -2350514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2350512.500000 Penalty: 4783.811523
	Iteration 44Q: 3 clusters Score -2350512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2350517.750000 Penalty: 4783.811523
	Iteration 45Q: 3 clusters Score -2350518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2350523.500000 Penalty: 4783.811523
	Iteration 46Q: 3 clusters Score -2350524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2350526.750000 Penalty: 4783.811523
	Iteration 47Q: 3 clusters Score -2350527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2350533.000000 Penalty: 4783.811523
	Iteration 48Q: 3 clusters Score -2350533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2350528.250000 Penalty: 4783.811523
	Iteration 49Q: 3 clusters Score -2350528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2350532.500000 Penalty: 4783.811523
	Iteration 50Q: 3 clusters Score -2350532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2350536.000000 Penalty: 4783.811523
	Iteration 51Q: 3 clusters Score -2350536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2350535.750000 Penalty: 4783.811523
	Iteration 52Q: 3 clusters Score -2350536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2350539.000000 Penalty: 4783.811523
	Iteration 53Q: 3 clusters Score -2350539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2350539.000000 Penalty: 4783.811523
	Iteration 54Q: 3 clusters Score -2350539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2350539.750000 Penalty: 4783.811523
	Iteration 55Q: 3 clusters Score -2350540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2350540.750000 Penalty: 4783.811523
	Iteration 56Q: 3 clusters Score -2350541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2350539.750000 Penalty: 4783.811523
	Iteration 57Q: 3 clusters Score -2350540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2350541.750000 Penalty: 4783.811523
	Iteration 58Q: 3 clusters Score -2350542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2350544.750000 Penalty: 4783.811523
	Iteration 59Q: 3 clusters Score -2350545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2350548.500000 Penalty: 4783.811523
	Iteration 60F: 3 clusters Score -2350548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2350550.250000 Penalty: 4783.811523
	Iteration 61Q: 3 clusters Score -2350550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2350552.500000 Penalty: 4783.811523
	Iteration 62Q: 3 clusters Score -2350552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2350561.500000 Penalty: 4783.811523
	Iteration 63Q: 3 clusters Score -2350562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2350563.000000 Penalty: 4783.811523
	Iteration 64Q: 3 clusters Score -2350563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2350566.250000 Penalty: 4783.811523
	Iteration 65Q: 3 clusters Score -2350566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2350568.000000 Penalty: 4783.811523
	Iteration 66Q: 3 clusters Score -2350568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2350571.500000 Penalty: 4783.811523
	Iteration 67Q: 3 clusters Score -2350572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2350572.750000 Penalty: 4783.811523
	Iteration 68Q: 3 clusters Score -2350573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2350572.250000 Penalty: 4783.811523
	Iteration 69Q: 3 clusters Score -2350572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2350572.750000 Penalty: 4783.811523
	Iteration 70Q: 3 clusters Score -2350573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2350572.000000 Penalty: 4783.811523
	Iteration 71Q: 3 clusters Score -2350572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2350574.500000 Penalty: 4783.811523
	Iteration 72Q: 3 clusters Score -2350574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2350572.500000 Penalty: 4783.811523
	Iteration 73Q: 3 clusters Score -2350572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2350570.250000 Penalty: 4783.811523
	Iteration 74Q: 3 clusters Score -2350570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2350569.750000 Penalty: 4783.811523
	Iteration 75Q: 3 clusters Score -2350570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2350571.500000 Penalty: 4783.811523
	Iteration 76Q: 3 clusters Score -2350572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2350574.500000 Penalty: 4783.811523
	Iteration 77Q: 3 clusters Score -2350574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2350573.750000 Penalty: 4783.811523
	Iteration 78Q: 3 clusters Score -2350574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2350573.500000 Penalty: 4783.811523
	Iteration 79Q: 3 clusters Score -2350574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2350573.500000 Penalty: 4783.811523
	Iteration 80F: 3 clusters Score -2350574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -86202.523438 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -86202.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84719.656250 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -84719.66 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85296.812500 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -85296.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85450.820312 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -85450.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85508.570312 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -85508.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85544.234375 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -85544.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85569.828125 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -85569.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85592.859375 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -85592.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85614.218750 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -85614.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85629.656250 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -85629.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85647.875000 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -85647.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85656.023438 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -85656.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85662.789062 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -85662.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85667.085938 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -85667.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85668.523438 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -85668.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85668.523438 Penalty: 3262.619141
	Iteration 14F: 3 clusters Score -85668.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (160431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Entering Unmasked Estep 
Score: -24676784.000000 Penalty: 2972.433594
	Iteration 0F: 2 clusters Score -2.467678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -24582876.000000 Penalty: 5944.867188
	Iteration 0F: 3 clusters Score -2.458288e+07 nChanged 76851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -24628426.000000 Penalty: 5944.867188
	Iteration 1F: 3 clusters Score -2.462843e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -24630424.000000 Penalty: 5944.867188
	Iteration 2Q: 3 clusters Score -2.463042e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -24633268.000000 Penalty: 5944.867188
	Iteration 3Q: 3 clusters Score -2.463327e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -24637476.000000 Penalty: 5944.867188
	Iteration 4Q: 3 clusters Score -2.463748e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -24643982.000000 Penalty: 5944.867188
	Iteration 5F: 3 clusters Score -2.464398e+07 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -24653666.000000 Penalty: 5944.867188
	Iteration 6F: 3 clusters Score -2.465367e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -24664154.000000 Penalty: 5944.867188
	Iteration 7F: 3 clusters Score -2.466415e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -24671046.000000 Penalty: 5944.867188
	Iteration 8F: 3 clusters Score -2.467105e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -24674356.000000 Penalty: 5944.867188
	Iteration 9Q: 3 clusters Score -2.467436e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -24675952.000000 Penalty: 5944.867188
	Iteration 10Q: 3 clusters Score -2.467595e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -24677600.000000 Penalty: 5944.867188
	Iteration 11Q: 3 clusters Score -2.46776e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -24678866.000000 Penalty: 5944.867188
	Iteration 12Q: 3 clusters Score -2.467887e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -24679940.000000 Penalty: 5944.867188
	Iteration 13Q: 3 clusters Score -2.467994e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -24680542.000000 Penalty: 5944.867188
	Iteration 14Q: 3 clusters Score -2.468054e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -24680860.000000 Penalty: 5944.867188
	Iteration 15Q: 3 clusters Score -2.468086e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -24681178.000000 Penalty: 5944.867188
	Iteration 16Q: 3 clusters Score -2.468118e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -24681478.000000 Penalty: 5944.867188
	Iteration 17Q: 3 clusters Score -2.468148e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -24681662.000000 Penalty: 5944.867188
	Iteration 18Q: 3 clusters Score -2.468166e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -24681702.000000 Penalty: 5944.867188
	Iteration 19Q: 3 clusters Score -2.46817e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -24681768.000000 Penalty: 5944.867188
	Iteration 20F: 3 clusters Score -2.468177e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115418 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -24681752.000000 Penalty: 5944.867188
	Iteration 21Q: 3 clusters Score -2.468175e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -24681594.000000 Penalty: 5944.867188
	Iteration 22Q: 3 clusters Score -2.468159e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116112 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -24681622.000000 Penalty: 5944.867188
	Iteration 23Q: 3 clusters Score -2.468162e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116443 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -24681604.000000 Penalty: 5944.867188
	Iteration 24Q: 3 clusters Score -2.46816e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -24681588.000000 Penalty: 5944.867188
	Iteration 25Q: 3 clusters Score -2.468159e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -24681494.000000 Penalty: 5944.867188
	Iteration 26Q: 3 clusters Score -2.468149e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -24681448.000000 Penalty: 5944.867188
	Iteration 27Q: 3 clusters Score -2.468145e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -24681360.000000 Penalty: 5944.867188
	Iteration 28Q: 3 clusters Score -2.468136e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -24681308.000000 Penalty: 5944.867188
	Iteration 29Q: 3 clusters Score -2.468131e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118315 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -24681306.000000 Penalty: 5944.867188
	Iteration 30Q: 3 clusters Score -2.468131e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -24681304.000000 Penalty: 5944.867188
	Iteration 31Q: 3 clusters Score -2.46813e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118902 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -24681294.000000 Penalty: 5944.867188
	Iteration 32Q: 3 clusters Score -2.468129e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -24681202.000000 Penalty: 5944.867188
	Iteration 33Q: 3 clusters Score -2.46812e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -24681210.000000 Penalty: 5944.867188
	Iteration 34Q: 3 clusters Score -2.468121e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -24681180.000000 Penalty: 5944.867188
	Iteration 35Q: 3 clusters Score -2.468118e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119999 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -24681142.000000 Penalty: 5944.867188
	Iteration 36Q: 3 clusters Score -2.468114e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120239 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -24681068.000000 Penalty: 5944.867188
	Iteration 37Q: 3 clusters Score -2.468107e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -24681054.000000 Penalty: 5944.867188
	Iteration 38Q: 3 clusters Score -2.468105e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120680 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -24681016.000000 Penalty: 5944.867188
	Iteration 39Q: 3 clusters Score -2.468102e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120886 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -24680986.000000 Penalty: 5944.867188
	Iteration 40F: 3 clusters Score -2.468099e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -24681042.000000 Penalty: 5944.867188
	Iteration 41Q: 3 clusters Score -2.468104e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121318 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -24681050.000000 Penalty: 5944.867188
	Iteration 42Q: 3 clusters Score -2.468105e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -24681060.000000 Penalty: 5944.867188
	Iteration 43Q: 3 clusters Score -2.468106e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121688 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -24681070.000000 Penalty: 5944.867188
	Iteration 44Q: 3 clusters Score -2.468107e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -24681074.000000 Penalty: 5944.867188
	Iteration 45Q: 3 clusters Score -2.468107e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -24681054.000000 Penalty: 5944.867188
	Iteration 46Q: 3 clusters Score -2.468105e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -24681058.000000 Penalty: 5944.867188
	Iteration 47Q: 3 clusters Score -2.468106e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122370 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -24681086.000000 Penalty: 5944.867188
	Iteration 48Q: 3 clusters Score -2.468109e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122484 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -24681086.000000 Penalty: 5944.867188
	Iteration 49Q: 3 clusters Score -2.468109e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -24681088.000000 Penalty: 5944.867188
	Iteration 50Q: 3 clusters Score -2.468109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -24681072.000000 Penalty: 5944.867188
	Iteration 51Q: 3 clusters Score -2.468107e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -24681042.000000 Penalty: 5944.867188
	Iteration 52Q: 3 clusters Score -2.468104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -24681004.000000 Penalty: 5944.867188
	Iteration 53Q: 3 clusters Score -2.4681e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122963 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -24680988.000000 Penalty: 5944.867188
	Iteration 54Q: 3 clusters Score -2.468099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -24680976.000000 Penalty: 5944.867188
	Iteration 55Q: 3 clusters Score -2.468098e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -24680978.000000 Penalty: 5944.867188
	Iteration 56Q: 3 clusters Score -2.468098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -24680962.000000 Penalty: 5944.867188
	Iteration 57Q: 3 clusters Score -2.468096e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123261 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -24680962.000000 Penalty: 5944.867188
	Iteration 58Q: 3 clusters Score -2.468096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -24680946.000000 Penalty: 5944.867188
	Iteration 59Q: 3 clusters Score -2.468095e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -24680946.000000 Penalty: 5944.867188
	Iteration 60F: 3 clusters Score -2.468095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -24680924.000000 Penalty: 5944.867188
	Iteration 61Q: 3 clusters Score -2.468092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -24680944.000000 Penalty: 5944.867188
	Iteration 62Q: 3 clusters Score -2.468094e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123522 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -24680926.000000 Penalty: 5944.867188
	Iteration 63Q: 3 clusters Score -2.468093e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123576 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -24680924.000000 Penalty: 5944.867188
	Iteration 64Q: 3 clusters Score -2.468092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -24680904.000000 Penalty: 5944.867188
	Iteration 65Q: 3 clusters Score -2.46809e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123689 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -24680862.000000 Penalty: 5944.867188
	Iteration 66Q: 3 clusters Score -2.468086e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123746 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -24680826.000000 Penalty: 5944.867188
	Iteration 67Q: 3 clusters Score -2.468083e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -24680788.000000 Penalty: 5944.867188
	Iteration 68Q: 3 clusters Score -2.468079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -24680760.000000 Penalty: 5944.867188
	Iteration 69Q: 3 clusters Score -2.468076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -24680792.000000 Penalty: 5944.867188
	Iteration 70Q: 3 clusters Score -2.468079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123907 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -24680816.000000 Penalty: 5944.867188
	Iteration 71Q: 3 clusters Score -2.468082e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -24680788.000000 Penalty: 5944.867188
	Iteration 72Q: 3 clusters Score -2.468079e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -24680782.000000 Penalty: 5944.867188
	Iteration 73Q: 3 clusters Score -2.468078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -24680790.000000 Penalty: 5944.867188
	Iteration 74Q: 3 clusters Score -2.468079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -24680796.000000 Penalty: 5944.867188
	Iteration 75Q: 3 clusters Score -2.46808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -24680768.000000 Penalty: 5944.867188
	Iteration 76Q: 3 clusters Score -2.468077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -24680758.000000 Penalty: 5944.867188
	Iteration 77Q: 3 clusters Score -2.468076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124166 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -24680762.000000 Penalty: 5944.867188
	Iteration 78Q: 3 clusters Score -2.468076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124191 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -24680758.000000 Penalty: 5944.867188
	Iteration 79Q: 3 clusters Score -2.468076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -24680778.000000 Penalty: 5944.867188
	Iteration 80F: 3 clusters Score -2.468078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124227 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -24680746.000000 Penalty: 5944.867188
	Iteration 81Q: 3 clusters Score -2.468075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124247 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -24680738.000000 Penalty: 5944.867188
	Iteration 82Q: 3 clusters Score -2.468074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124263 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -24680752.000000 Penalty: 5944.867188
	Iteration 83Q: 3 clusters Score -2.468075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124288 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -24680748.000000 Penalty: 5944.867188
	Iteration 84Q: 3 clusters Score -2.468075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124310 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -24680748.000000 Penalty: 5944.867188
	Iteration 85Q: 3 clusters Score -2.468075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -24680702.000000 Penalty: 5944.867188
	Iteration 86Q: 3 clusters Score -2.46807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -24680686.000000 Penalty: 5944.867188
	Iteration 87Q: 3 clusters Score -2.468069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124382 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -24680664.000000 Penalty: 5944.867188
	Iteration 88Q: 3 clusters Score -2.468066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -24680692.000000 Penalty: 5944.867188
	Iteration 89Q: 3 clusters Score -2.468069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -24680688.000000 Penalty: 5944.867188
	Iteration 90Q: 3 clusters Score -2.468069e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -24680690.000000 Penalty: 5944.867188
	Iteration 91Q: 3 clusters Score -2.468069e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -24680678.000000 Penalty: 5944.867188
	Iteration 92Q: 3 clusters Score -2.468068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124523 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -24680674.000000 Penalty: 5944.867188
	Iteration 93Q: 3 clusters Score -2.468067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124559 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -24680636.000000 Penalty: 5944.867188
	Iteration 94Q: 3 clusters Score -2.468064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124588 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -24680642.000000 Penalty: 5944.867188
	Iteration 95Q: 3 clusters Score -2.468064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -24680648.000000 Penalty: 5944.867188
	Iteration 96Q: 3 clusters Score -2.468065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -24680676.000000 Penalty: 5944.867188
	Iteration 97Q: 3 clusters Score -2.468068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -24680652.000000 Penalty: 5944.867188
	Iteration 98Q: 3 clusters Score -2.468065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -24680638.000000 Penalty: 5944.867188
	Iteration 99Q: 3 clusters Score -2.468064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124697 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -24680626.000000 Penalty: 5944.867188
	Iteration 100F: 3 clusters Score -2.468063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -24680630.000000 Penalty: 5944.867188
	Iteration 101Q: 3 clusters Score -2.468063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -24680612.000000 Penalty: 5944.867188
	Iteration 102Q: 3 clusters Score -2.468061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -24680614.000000 Penalty: 5944.867188
	Iteration 103Q: 3 clusters Score -2.468061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124768 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -24680612.000000 Penalty: 5944.867188
	Iteration 104Q: 3 clusters Score -2.468061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -24680612.000000 Penalty: 5944.867188
	Iteration 105Q: 3 clusters Score -2.468061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -24680612.000000 Penalty: 5944.867188
	Iteration 106Q: 3 clusters Score -2.468061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -24680628.000000 Penalty: 5944.867188
	Iteration 107Q: 3 clusters Score -2.468063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -24680610.000000 Penalty: 5944.867188
	Iteration 108Q: 3 clusters Score -2.468061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124865 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -24680608.000000 Penalty: 5944.867188
	Iteration 109Q: 3 clusters Score -2.468061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124882 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -24680592.000000 Penalty: 5944.867188
	Iteration 110Q: 3 clusters Score -2.468059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -24680576.000000 Penalty: 5944.867188
	Iteration 111Q: 3 clusters Score -2.468058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124904 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -24680554.000000 Penalty: 5944.867188
	Iteration 112Q: 3 clusters Score -2.468055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124916 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -24680552.000000 Penalty: 5944.867188
	Iteration 113Q: 3 clusters Score -2.468055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124932 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -24680556.000000 Penalty: 5944.867188
	Iteration 114Q: 3 clusters Score -2.468056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124942 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -24680570.000000 Penalty: 5944.867188
	Iteration 115Q: 3 clusters Score -2.468057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124957 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -24680548.000000 Penalty: 5944.867188
	Iteration 116Q: 3 clusters Score -2.468055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124969 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -24680552.000000 Penalty: 5944.867188
	Iteration 117Q: 3 clusters Score -2.468055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -24680540.000000 Penalty: 5944.867188
	Iteration 118Q: 3 clusters Score -2.468054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124987 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -24680522.000000 Penalty: 5944.867188
	Iteration 119Q: 3 clusters Score -2.468052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124998 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -24680532.000000 Penalty: 5944.867188
	Iteration 120F: 3 clusters Score -2.468053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -24680504.000000 Penalty: 5944.867188
	Iteration 121Q: 3 clusters Score -2.46805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125023 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -24680526.000000 Penalty: 5944.867188
	Iteration 122Q: 3 clusters Score -2.468053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125038 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -24680516.000000 Penalty: 5944.867188
	Iteration 123Q: 3 clusters Score -2.468052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -24680522.000000 Penalty: 5944.867188
	Iteration 124Q: 3 clusters Score -2.468052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -24680542.000000 Penalty: 5944.867188
	Iteration 125Q: 3 clusters Score -2.468054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125078 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -24680542.000000 Penalty: 5944.867188
	Iteration 126Q: 3 clusters Score -2.468054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125087 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -24680520.000000 Penalty: 5944.867188
	Iteration 127Q: 3 clusters Score -2.468052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -24680532.000000 Penalty: 5944.867188
	Iteration 128Q: 3 clusters Score -2.468053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -24680526.000000 Penalty: 5944.867188
	Iteration 129Q: 3 clusters Score -2.468053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -24680510.000000 Penalty: 5944.867188
	Iteration 130Q: 3 clusters Score -2.468051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -24680510.000000 Penalty: 5944.867188
	Iteration 131Q: 3 clusters Score -2.468051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125113 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -24680510.000000 Penalty: 5944.867188
	Iteration 132Q: 3 clusters Score -2.468051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -24680516.000000 Penalty: 5944.867188
	Iteration 133Q: 3 clusters Score -2.468052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -24680518.000000 Penalty: 5944.867188
	Iteration 134Q: 3 clusters Score -2.468052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -24680514.000000 Penalty: 5944.867188
	Iteration 135Q: 3 clusters Score -2.468051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -24680518.000000 Penalty: 5944.867188
	Iteration 136Q: 3 clusters Score -2.468052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125122 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -24680518.000000 Penalty: 5944.867188
	Iteration 137F: 3 clusters Score -2.468052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 125122 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
Score: -104158992.000000 Penalty: 123466.296875
Splitting cluster 32 changes total score from -104156192.000000 to -104158992.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 33 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -215717.468750 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -215717.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -213440.187500 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -213440.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -213947.031250 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -213947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -214220.156250 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -214220.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -214468.812500 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -214468.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -214781.875000 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -214781.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -215000.609375 Penalty: 3630.324463
	Iteration 5F: 3 clusters Score -215000.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215134.890625 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -215134.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -215215.031250 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -215215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -215279.875000 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -215279.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215323.156250 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -215323.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215341.750000 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -215341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -215348.812500 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -215348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215349.687500 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -215349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -215350.375000 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -215350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -215350.375000 Penalty: 3630.324463
	Iteration 14F: 3 clusters Score -215350.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1482685.375000 Penalty: 2280.189697
	Iteration 0F: 2 clusters Score -1482685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1475035.125000 Penalty: 4560.379395
	Iteration 0F: 3 clusters Score -1475035 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1477272.125000 Penalty: 4560.379395
	Iteration 1F: 3 clusters Score -1477272 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1477708.750000 Penalty: 4560.379395
	Iteration 2F: 3 clusters Score -1477709 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1478215.750000 Penalty: 4560.379395
	Iteration 3F: 3 clusters Score -1478216 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1478827.125000 Penalty: 4560.379395
	Iteration 4F: 3 clusters Score -1478827 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1479421.375000 Penalty: 4560.379395
	Iteration 5F: 3 clusters Score -1479421 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1479917.375000 Penalty: 4560.379395
	Iteration 6F: 3 clusters Score -1479917 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1480291.125000 Penalty: 4560.379395
	Iteration 7F: 3 clusters Score -1480291 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1480574.875000 Penalty: 4560.379395
	Iteration 8Q: 3 clusters Score -1480575 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1480817.000000 Penalty: 4560.379395
	Iteration 9Q: 3 clusters Score -1480817 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1481076.375000 Penalty: 4560.379395
	Iteration 10Q: 3 clusters Score -1481076 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1481336.125000 Penalty: 4560.379395
	Iteration 11Q: 3 clusters Score -1481336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1481554.000000 Penalty: 4560.379395
	Iteration 12Q: 3 clusters Score -1481554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1481710.750000 Penalty: 4560.379395
	Iteration 13Q: 3 clusters Score -1481711 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1481796.375000 Penalty: 4560.379395
	Iteration 14Q: 3 clusters Score -1481796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1481840.875000 Penalty: 4560.379395
	Iteration 15Q: 3 clusters Score -1481841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1481874.625000 Penalty: 4560.379395
	Iteration 16Q: 3 clusters Score -1481875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1481895.375000 Penalty: 4560.379395
	Iteration 17Q: 3 clusters Score -1481895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1481910.000000 Penalty: 4560.379395
	Iteration 18Q: 3 clusters Score -1481910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1481916.875000 Penalty: 4560.379395
	Iteration 19Q: 3 clusters Score -1481917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1481924.750000 Penalty: 4560.379395
	Iteration 20F: 3 clusters Score -1481925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1481929.125000 Penalty: 4560.379395
	Iteration 21Q: 3 clusters Score -1481929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1481933.875000 Penalty: 4560.379395
	Iteration 22Q: 3 clusters Score -1481934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1481933.250000 Penalty: 4560.379395
	Iteration 23Q: 3 clusters Score -1481933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1481933.250000 Penalty: 4560.379395
	Iteration 24F: 3 clusters Score -1481933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -113202.820312 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -113202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111399.250000 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -111399.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111754.546875 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -111754.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112040.093750 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -112040.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112254.859375 Penalty: 3353.740234
	Iteration 3F: 3 clusters Score -112254.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112397.750000 Penalty: 3353.740234
	Iteration 4F: 3 clusters Score -112397.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112446.546875 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -112446.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112480.562500 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -112480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112494.429688 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -112494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112515.781250 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -112515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112539.140625 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -112539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112545.234375 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -112545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112547.242188 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -112547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112550.781250 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -112550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112554.851562 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -112554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112559.101562 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -112559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112559.101562 Penalty: 3353.740234
	Iteration 15F: 3 clusters Score -112559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -109151.359375 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -109151.4 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: -107403.375000 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -107403.4 nChanged 202
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: -107892.640625 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -107892.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -108655.125000 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -108655.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109185.382812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -109185.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109497.890625 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -109497.9 nChanged 26
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: -109607.007812 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -109607 nChanged 15
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: -109675.929688 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -109675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -109799.531250 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -109799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -109934.492188 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -109934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -109973.757812 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -109973.8 nChanged 1
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: -109976.265625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -109976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -109981.500000 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -109981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109983.281250 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -109983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109983.281250 Penalty: 3322.340820
	Iteration 13F: 3 clusters Score -109983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 125122 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 596 members 
Entering Unmasked Estep 
Score: -104158248.000000 Penalty: 126803.226562
Splitting cluster 36 changes total score from -104156192.000000 to -104158248.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 37 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -48367.753906 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -48367.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47050.609375 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -47050.61 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47228.656250 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -47228.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47287.609375 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -47287.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47328.457031 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -47328.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47356.058594 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -47356.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47364.980469 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -47364.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47392.078125 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -47392.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47426.414062 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -47426.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47436.167969 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -47436.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47438.187500 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -47438.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47439.316406 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -47439.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47439.316406 Penalty: 2957.935303
	Iteration 11F: 3 clusters Score -47439.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 98383 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 121911 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 22388 members 
Mstep: Class 16 contains 5452 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 18115 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 15307 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25292 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15441 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 125122 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161504.000000 Penalty: 126803.226562
Iteration 119Q: 39 clusters Score -1.041615e+08 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 98766 members 
Mstep: Class 4 contains 267 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 11748 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 119275 members 
Mstep: Class 14 contains 15523 members 
Mstep: Class 15 contains 22429 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 33773 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 15622 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 13538 members 
Mstep: Class 25 contains 36426 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 4555 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 15440 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 129040 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9843 members 
Mstep: Class 35 contains 864 members 
Mstep: Class 36 contains 216 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 2971.875488 but Gain 3336.929688
Score: -104164256.000000 Penalty: 123466.296875
Iteration 120F: 38 clusters Score -1.041643e+08 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 98880 members 
Mstep: Class 4 contains 258 members 
Mstep: Class 5 contains 42138 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 11691 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 9388 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4508 members 
Mstep: Class 12 contains 823 members 
Mstep: Class 13 contains 117571 members 
Mstep: Class 14 contains 15464 members 
Mstep: Class 15 contains 22415 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 18 contains 18094 members 
Mstep: Class 19 contains 33966 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 15919 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25174 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 36420 members 
Mstep: Class 26 contains 5167 members 
Mstep: Class 27 contains 587 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 1530 members 
Mstep: Class 30 contains 15439 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 131778 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9840 members 
Mstep: Class 35 contains 875 members 
Mstep: Class 37 contains 390 members 
Mstep: Class 38 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165552.000000 Penalty: 123466.296875
Iteration 121Q: 38 clusters Score -1.041656e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 99161 members 
Mstep: Class 4 contains 248 members 
Mstep: Class 5 contains 42144 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 9310 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 115917 members 
Mstep: Class 14 contains 15436 members 
Mstep: Class 15 contains 22398 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 15825 members 
Mstep: Class 18 contains 17968 members 
Mstep: Class 19 contains 33931 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 16184 members 
Mstep: Class 22 contains 361 members 
Mstep: Class 23 contains 25147 members 
Mstep: Class 24 contains 13580 members 
Mstep: Class 25 contains 36432 members 
Mstep: Class 26 contains 5164 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 4566 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 15440 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 134128 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9839 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 37 contains 390 members 
Mstep: Class 38 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165824.000000 Penalty: 123466.296875
Iteration 122Q: 38 clusters Score -1.041658e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 99473 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 9233 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 114405 members 
Mstep: Class 14 contains 15398 members 
Mstep: Class 15 contains 22396 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 15816 members 
Mstep: Class 18 contains 17899 members 
Mstep: Class 19 contains 33912 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 13594 members 
Mstep: Class 25 contains 36433 members 
Mstep: Class 26 contains 5162 members 
Mstep: Class 27 contains 571 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 15436 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 135991 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 9842 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 37 contains 391 members 
Mstep: Class 38 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166016.000000 Penalty: 123466.296875
Iteration 123Q: 38 clusters Score -1.04166e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 99925 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42162 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 11623 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 112842 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 22389 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 17844 members 
Mstep: Class 19 contains 33904 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 16716 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25110 members 
Mstep: Class 24 contains 13608 members 
Mstep: Class 25 contains 36432 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 15434 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 137674 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 9843 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 390 members 
Mstep: Class 38 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165584.000000 Penalty: 123466.296875
Iteration 124Q: 38 clusters Score -1.041656e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 100474 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42176 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 111423 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 17820 members 
Mstep: Class 19 contains 33894 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 16952 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25091 members 
Mstep: Class 24 contains 13621 members 
Mstep: Class 25 contains 36431 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 564 members 
Mstep: Class 28 contains 4577 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 15431 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 139074 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9841 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165352.000000 Penalty: 123466.296875
Iteration 125Q: 38 clusters Score -1.041654e+08 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1690 members 
Mstep: Class 3 contains 101186 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42195 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4540 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 109940 members 
Mstep: Class 14 contains 15312 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 15796 members 
Mstep: Class 18 contains 17780 members 
Mstep: Class 19 contains 33905 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 17179 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25079 members 
Mstep: Class 24 contains 13627 members 
Mstep: Class 25 contains 36427 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4586 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15430 members 
Mstep: Class 31 contains 722 members 
Mstep: Class 32 contains 140323 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9839 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164688.000000 Penalty: 123466.296875
Iteration 126Q: 38 clusters Score -1.041647e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1704 members 
Mstep: Class 3 contains 101978 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42207 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4540 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 108504 members 
Mstep: Class 14 contains 15299 members 
Mstep: Class 15 contains 22398 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 15792 members 
Mstep: Class 18 contains 17745 members 
Mstep: Class 19 contains 33888 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 17417 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25082 members 
Mstep: Class 24 contains 13633 members 
Mstep: Class 25 contains 36423 members 
Mstep: Class 26 contains 5152 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4592 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15433 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 141366 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9835 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164392.000000 Penalty: 123466.296875
Iteration 127Q: 38 clusters Score -1.041644e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 102880 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42217 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 8973 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 107328 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 22385 members 
Mstep: Class 16 contains 5488 members 
Mstep: Class 17 contains 15787 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 33818 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25078 members 
Mstep: Class 24 contains 13646 members 
Mstep: Class 25 contains 36418 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4600 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15433 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 142020 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9832 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163336.000000 Penalty: 123466.296875
Iteration 128Q: 38 clusters Score -1.041633e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 103921 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42227 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4838 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 106310 members 
Mstep: Class 14 contains 15240 members 
Mstep: Class 15 contains 22386 members 
Mstep: Class 16 contains 5485 members 
Mstep: Class 17 contains 15777 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 33747 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 17888 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25082 members 
Mstep: Class 24 contains 13656 members 
Mstep: Class 25 contains 36412 members 
Mstep: Class 26 contains 5148 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4606 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15432 members 
Mstep: Class 31 contains 725 members 
Mstep: Class 32 contains 142324 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9830 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163016.000000 Penalty: 123466.296875
Iteration 129Q: 38 clusters Score -1.04163e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1750 members 
Mstep: Class 3 contains 105059 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42234 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 105512 members 
Mstep: Class 14 contains 15231 members 
Mstep: Class 15 contains 22384 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 15771 members 
Mstep: Class 18 contains 17690 members 
Mstep: Class 19 contains 33671 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 18124 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25078 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 36409 members 
Mstep: Class 26 contains 5145 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4609 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15431 members 
Mstep: Class 31 contains 726 members 
Mstep: Class 32 contains 142209 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9829 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162688.000000 Penalty: 123466.296875
Iteration 130Q: 38 clusters Score -1.041627e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1766 members 
Mstep: Class 3 contains 106253 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 104787 members 
Mstep: Class 14 contains 15210 members 
Mstep: Class 15 contains 22394 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 33673 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 18357 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25085 members 
Mstep: Class 24 contains 13657 members 
Mstep: Class 25 contains 36407 members 
Mstep: Class 26 contains 5143 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4614 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15430 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 141777 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9828 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162456.000000 Penalty: 123466.296875
Iteration 131Q: 38 clusters Score -1.041625e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 107522 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42261 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 4850 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 104143 members 
Mstep: Class 14 contains 15193 members 
Mstep: Class 15 contains 22401 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 15767 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 33649 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 18587 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 13666 members 
Mstep: Class 25 contains 36401 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4619 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15426 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 141196 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9826 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162608.000000 Penalty: 123466.296875
Iteration 132Q: 38 clusters Score -1.041626e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 108850 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42274 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 8856 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 103646 members 
Mstep: Class 14 contains 15167 members 
Mstep: Class 15 contains 22398 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 15761 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 33656 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 18841 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25096 members 
Mstep: Class 24 contains 13672 members 
Mstep: Class 25 contains 36407 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4626 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 15424 members 
Mstep: Class 31 contains 728 members 
Mstep: Class 32 contains 140303 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9821 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163040.000000 Penalty: 123466.296875
Iteration 133Q: 38 clusters Score -1.04163e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 110284 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 4859 members 
Mstep: Class 9 contains 8823 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 103067 members 
Mstep: Class 14 contains 15145 members 
Mstep: Class 15 contains 22402 members 
Mstep: Class 16 contains 5482 members 
Mstep: Class 17 contains 15757 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 33701 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 19090 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25098 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 36411 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 15424 members 
Mstep: Class 31 contains 728 members 
Mstep: Class 32 contains 139329 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9814 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162368.000000 Penalty: 123466.296875
Iteration 134Q: 38 clusters Score -1.041624e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 111807 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42297 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 4865 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 102501 members 
Mstep: Class 14 contains 15135 members 
Mstep: Class 15 contains 22399 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 15748 members 
Mstep: Class 18 contains 17650 members 
Mstep: Class 19 contains 33758 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 19329 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25104 members 
Mstep: Class 24 contains 13683 members 
Mstep: Class 25 contains 36404 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15425 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 138198 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9811 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162592.000000 Penalty: 123466.296875
Iteration 135Q: 38 clusters Score -1.041626e+08 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 113401 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42305 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 8750 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 101981 members 
Mstep: Class 14 contains 15134 members 
Mstep: Class 15 contains 22382 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 33858 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25102 members 
Mstep: Class 24 contains 13685 members 
Mstep: Class 25 contains 36401 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4639 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 136929 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9811 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162744.000000 Penalty: 123466.296875
Iteration 136Q: 38 clusters Score -1.041627e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1858 members 
Mstep: Class 3 contains 115026 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 8701 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 101371 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 15 contains 22390 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 33931 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 19762 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25097 members 
Mstep: Class 24 contains 13690 members 
Mstep: Class 25 contains 36406 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4642 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 135774 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9809 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162392.000000 Penalty: 123466.296875
Iteration 137Q: 38 clusters Score -1.041624e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 116656 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42330 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 8659 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 100860 members 
Mstep: Class 14 contains 15117 members 
Mstep: Class 15 contains 22407 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 15736 members 
Mstep: Class 18 contains 17633 members 
Mstep: Class 19 contains 33965 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 19980 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25097 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 36407 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 134505 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9808 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162408.000000 Penalty: 123466.296875
Iteration 138Q: 38 clusters Score -1.041624e+08 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 118229 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 8616 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 100311 members 
Mstep: Class 14 contains 15110 members 
Mstep: Class 15 contains 22402 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 15732 members 
Mstep: Class 18 contains 17630 members 
Mstep: Class 19 contains 34038 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 20220 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25091 members 
Mstep: Class 24 contains 13696 members 
Mstep: Class 25 contains 36409 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4649 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15425 members 
Mstep: Class 31 contains 729 members 
Mstep: Class 32 contains 133251 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9807 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161824.000000 Penalty: 123466.296875
Iteration 139Q: 38 clusters Score -1.041618e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1922 members 
Mstep: Class 3 contains 119770 members 
Mstep: Class 4 contains 242 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 4873 members 
Mstep: Class 9 contains 8577 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 99801 members 
Mstep: Class 14 contains 15105 members 
Mstep: Class 15 contains 22400 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 18 contains 17639 members 
Mstep: Class 19 contains 34114 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 20464 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25094 members 
Mstep: Class 24 contains 13693 members 
Mstep: Class 25 contains 36414 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 4652 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 131961 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9808 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161744.000000 Penalty: 123466.296875
Iteration 140F: 38 clusters Score -1.041617e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 121233 members 
Mstep: Class 4 contains 235 members 
Mstep: Class 5 contains 42376 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 11597 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 8542 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 99233 members 
Mstep: Class 14 contains 15110 members 
Mstep: Class 15 contains 22393 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 15727 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25096 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 36414 members 
Mstep: Class 26 contains 5135 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 4652 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 130765 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9807 members 
Mstep: Class 35 contains 896 members 
Mstep: Class 37 contains 389 members 
Mstep: Class 38 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162184.000000 Penalty: 123466.296875
Iteration 141Q: 38 clusters Score -1.041622e+08 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 122743 members 
Mstep: Class 4 contains 228 members 
Mstep: Class 5 contains 42391 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 8499 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 98626 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 22387 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 34363 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 20940 members 
Mstep: Class 22 contains 362 members 
Mstep: Class 23 contains 25108 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 36416 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4655 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 15424 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 129587 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 9805 members 
Mstep: Class 35 contains 903 members 
Mstep: Class 37 contains 390 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162288.000000 Penalty: 123466.296875
Iteration 142Q: 38 clusters Score -1.041623e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 124221 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 4878 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 824 members 
Mstep: Class 13 contains 98017 members 
Mstep: Class 14 contains 15085 members 
Mstep: Class 15 contains 22394 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 17666 members 
Mstep: Class 19 contains 34444 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 21189 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25121 members 
Mstep: Class 24 contains 13703 members 
Mstep: Class 25 contains 36418 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4659 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 15424 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 128415 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 9802 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 394 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162032.000000 Penalty: 123466.296875
Iteration 143Q: 38 clusters Score -1.04162e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 125653 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 97492 members 
Mstep: Class 14 contains 15078 members 
Mstep: Class 15 contains 22400 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 15724 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 34550 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 21446 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 13698 members 
Mstep: Class 25 contains 36420 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4666 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 15423 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 127174 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 9801 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 396 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161760.000000 Penalty: 123466.296875
Iteration 144Q: 38 clusters Score -1.041618e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 127071 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42418 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 96917 members 
Mstep: Class 14 contains 15068 members 
Mstep: Class 15 contains 22403 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 34688 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 21704 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25138 members 
Mstep: Class 24 contains 13698 members 
Mstep: Class 25 contains 36423 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4673 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 15422 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 125920 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 9798 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161792.000000 Penalty: 123466.296875
Iteration 145Q: 38 clusters Score -1.041618e+08 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2037 members 
Mstep: Class 3 contains 128432 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 11631 members 
Mstep: Class 8 contains 4881 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 96481 members 
Mstep: Class 14 contains 15060 members 
Mstep: Class 15 contains 22406 members 
Mstep: Class 16 contains 5462 members 
Mstep: Class 17 contains 15719 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 34859 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 21972 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25146 members 
Mstep: Class 24 contains 13701 members 
Mstep: Class 25 contains 36428 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4679 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 124551 members 
Mstep: Class 33 contains 1507 members 
Mstep: Class 34 contains 9797 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161672.000000 Penalty: 123466.296875
Iteration 146Q: 38 clusters Score -1.041617e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 129755 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42426 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11647 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 95993 members 
Mstep: Class 14 contains 15058 members 
Mstep: Class 15 contains 22410 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 15718 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 35017 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 22245 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25142 members 
Mstep: Class 24 contains 13705 members 
Mstep: Class 25 contains 36423 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4684 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 123297 members 
Mstep: Class 33 contains 1513 members 
Mstep: Class 34 contains 9796 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161280.000000 Penalty: 123466.296875
Iteration 147Q: 38 clusters Score -1.041613e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 130944 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42433 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 13 contains 95531 members 
Mstep: Class 14 contains 15044 members 
Mstep: Class 15 contains 22417 members 
Mstep: Class 16 contains 5449 members 
Mstep: Class 17 contains 15718 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 35154 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 22500 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25147 members 
Mstep: Class 24 contains 13708 members 
Mstep: Class 25 contains 36414 members 
Mstep: Class 26 contains 5139 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4685 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 122160 members 
Mstep: Class 33 contains 1519 members 
Mstep: Class 34 contains 9794 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161328.000000 Penalty: 123466.296875
Iteration 148Q: 38 clusters Score -1.041613e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 132025 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 11661 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8202 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 95133 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 22420 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 35301 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 22737 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25158 members 
Mstep: Class 24 contains 13715 members 
Mstep: Class 25 contains 36409 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4686 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 121118 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 9792 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161184.000000 Penalty: 123466.296875
Iteration 149Q: 38 clusters Score -1.041612e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 133006 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 11662 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8161 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 94868 members 
Mstep: Class 14 contains 15023 members 
Mstep: Class 15 contains 22410 members 
Mstep: Class 16 contains 5437 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 35423 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 22974 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25146 members 
Mstep: Class 24 contains 13717 members 
Mstep: Class 25 contains 36405 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4689 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 120035 members 
Mstep: Class 33 contains 1529 members 
Mstep: Class 34 contains 9791 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160920.000000 Penalty: 123466.296875
Iteration 150Q: 38 clusters Score -1.041609e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 133951 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 94616 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 22409 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 35515 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25135 members 
Mstep: Class 24 contains 13722 members 
Mstep: Class 25 contains 36401 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4690 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 118994 members 
Mstep: Class 33 contains 1537 members 
Mstep: Class 34 contains 9789 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161208.000000 Penalty: 123466.296875
Iteration 151Q: 38 clusters Score -1.041612e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 134793 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 827 members 
Mstep: Class 13 contains 94495 members 
Mstep: Class 14 contains 15033 members 
Mstep: Class 15 contains 22412 members 
Mstep: Class 16 contains 5422 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 35623 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 23394 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 13728 members 
Mstep: Class 25 contains 36402 members 
Mstep: Class 26 contains 5141 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4692 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15421 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 117930 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 9787 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161264.000000 Penalty: 123466.296875
Iteration 152Q: 38 clusters Score -1.041613e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 135502 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42466 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 94509 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 22418 members 
Mstep: Class 16 contains 5419 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 35701 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 23596 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25123 members 
Mstep: Class 24 contains 13733 members 
Mstep: Class 25 contains 36413 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4693 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15420 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 116880 members 
Mstep: Class 33 contains 1546 members 
Mstep: Class 34 contains 9787 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161448.000000 Penalty: 123466.296875
Iteration 153Q: 38 clusters Score -1.041614e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 136135 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 94622 members 
Mstep: Class 14 contains 15022 members 
Mstep: Class 15 contains 22414 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 35804 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 23816 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25121 members 
Mstep: Class 24 contains 13736 members 
Mstep: Class 25 contains 36417 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4695 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15418 members 
Mstep: Class 31 contains 730 members 
Mstep: Class 32 contains 115769 members 
Mstep: Class 33 contains 1548 members 
Mstep: Class 34 contains 9787 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161848.000000 Penalty: 123466.296875
Iteration 154Q: 38 clusters Score -1.041618e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 136667 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 94765 members 
Mstep: Class 14 contains 15036 members 
Mstep: Class 15 contains 22420 members 
Mstep: Class 16 contains 5414 members 
Mstep: Class 17 contains 15713 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 35936 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 24023 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25113 members 
Mstep: Class 24 contains 13740 members 
Mstep: Class 25 contains 36427 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 15418 members 
Mstep: Class 31 contains 731 members 
Mstep: Class 32 contains 114713 members 
Mstep: Class 33 contains 1547 members 
Mstep: Class 34 contains 9786 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161880.000000 Penalty: 123466.296875
Iteration 155Q: 38 clusters Score -1.041619e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 137120 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 11654 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 94922 members 
Mstep: Class 14 contains 15035 members 
Mstep: Class 15 contains 22419 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 36048 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 24212 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25102 members 
Mstep: Class 24 contains 13744 members 
Mstep: Class 25 contains 36432 members 
Mstep: Class 26 contains 5142 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 15417 members 
Mstep: Class 31 contains 731 members 
Mstep: Class 32 contains 113788 members 
Mstep: Class 33 contains 1550 members 
Mstep: Class 34 contains 9785 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 401 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162344.000000 Penalty: 123466.296875
Iteration 156Q: 38 clusters Score -1.041623e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2119 members 
Mstep: Class 3 contains 137453 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95085 members 
Mstep: Class 14 contains 15037 members 
Mstep: Class 15 contains 22418 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 36178 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 13752 members 
Mstep: Class 25 contains 36434 members 
Mstep: Class 26 contains 5140 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 1556 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 112962 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 9782 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162400.000000 Penalty: 123466.296875
Iteration 157Q: 38 clusters Score -1.041624e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 11650 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4678 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95247 members 
Mstep: Class 14 contains 15034 members 
Mstep: Class 15 contains 22425 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 15710 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 36301 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 24562 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25079 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36443 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4697 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 112208 members 
Mstep: Class 33 contains 1555 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162272.000000 Penalty: 123466.296875
Iteration 158Q: 38 clusters Score -1.041623e+08 nChanged 2459
Entering ConstructFrom: 
Score: -104162272.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (16014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Entering Unmasked Estep 
Score: -2482633.250000 Penalty: 2400.942139
	Iteration 0F: 2 clusters Score -2482633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2471102.250000 Penalty: 4801.884277
	Iteration 0F: 3 clusters Score -2471102 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2474637.500000 Penalty: 4801.884277
	Iteration 1F: 3 clusters Score -2474638 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2474944.750000 Penalty: 4801.884277
	Iteration 2F: 3 clusters Score -2474945 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2475247.000000 Penalty: 4801.884277
	Iteration 3Q: 3 clusters Score -2475247 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2475560.250000 Penalty: 4801.884277
	Iteration 4Q: 3 clusters Score -2475560 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2475933.500000 Penalty: 4801.884277
	Iteration 5Q: 3 clusters Score -2475934 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2476360.500000 Penalty: 4801.884277
	Iteration 6Q: 3 clusters Score -2476360 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2476868.250000 Penalty: 4801.884277
	Iteration 7F: 3 clusters Score -2476868 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2477423.750000 Penalty: 4801.884277
	Iteration 8F: 3 clusters Score -2477424 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2477989.500000 Penalty: 4801.884277
	Iteration 9F: 3 clusters Score -2477990 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2478543.750000 Penalty: 4801.884277
	Iteration 10Q: 3 clusters Score -2478544 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2479060.750000 Penalty: 4801.884277
	Iteration 11Q: 3 clusters Score -2479061 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2479522.000000 Penalty: 4801.884277
	Iteration 12Q: 3 clusters Score -2479522 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2479863.000000 Penalty: 4801.884277
	Iteration 13Q: 3 clusters Score -2479863 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2480080.500000 Penalty: 4801.884277
	Iteration 14Q: 3 clusters Score -2480080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2480206.000000 Penalty: 4801.884277
	Iteration 15Q: 3 clusters Score -2480206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2480321.000000 Penalty: 4801.884277
	Iteration 16Q: 3 clusters Score -2480321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2480390.000000 Penalty: 4801.884277
	Iteration 17Q: 3 clusters Score -2480390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2480444.500000 Penalty: 4801.884277
	Iteration 18Q: 3 clusters Score -2480444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2480481.250000 Penalty: 4801.884277
	Iteration 19Q: 3 clusters Score -2480481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2480506.000000 Penalty: 4801.884277
	Iteration 20F: 3 clusters Score -2480506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2480522.750000 Penalty: 4801.884277
	Iteration 21Q: 3 clusters Score -2480523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2480529.500000 Penalty: 4801.884277
	Iteration 22Q: 3 clusters Score -2480530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2480532.250000 Penalty: 4801.884277
	Iteration 23Q: 3 clusters Score -2480532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2480547.500000 Penalty: 4801.884277
	Iteration 24Q: 3 clusters Score -2480548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2480557.500000 Penalty: 4801.884277
	Iteration 25Q: 3 clusters Score -2480558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2480561.250000 Penalty: 4801.884277
	Iteration 26Q: 3 clusters Score -2480561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2480566.000000 Penalty: 4801.884277
	Iteration 27Q: 3 clusters Score -2480566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2480568.750000 Penalty: 4801.884277
	Iteration 28Q: 3 clusters Score -2480569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2480573.500000 Penalty: 4801.884277
	Iteration 29Q: 3 clusters Score -2480574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2480574.000000 Penalty: 4801.884277
	Iteration 30Q: 3 clusters Score -2480574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2480574.000000 Penalty: 4801.884277
	Iteration 31F: 3 clusters Score -2480574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -317084.625000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -317084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -314389.968750 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -314390 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314886.406250 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -314886.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -315018.031250 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -315018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -315099.593750 Penalty: 3802.910400
	Iteration 3Q: 3 clusters Score -315099.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -315167.906250 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -315167.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -315221.750000 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -315221.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -315259.625000 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -315259.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315284.531250 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -315284.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315308.468750 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -315308.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315333.031250 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -315333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -315355.500000 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -315355.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -315367.406250 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -315367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -315375.812500 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -315375.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -315381.093750 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -315381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315383.531250 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -315383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -315384.312500 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -315384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315385.406250 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -315385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -315386.062500 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -315386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -315386.343750 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -315386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -315388.031250 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -315388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -315389.968750 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -315390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -315390.812500 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -315390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -315391.562500 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -315391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315392.437500 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -315392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315393.093750 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -315393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315393.093750 Penalty: 3802.910400
	Iteration 25F: 3 clusters Score -315393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Entering Unmasked Estep 
Score: -21184266.000000 Penalty: 2934.981689
	Iteration 0F: 2 clusters Score -2.118427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69423 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -21094760.000000 Penalty: 5869.963379
	Iteration 0F: 3 clusters Score -2.109476e+07 nChanged 65529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 61518 members 
Entering Unmasked Estep 
Score: -21132884.000000 Penalty: 5869.963379
	Iteration 1F: 3 clusters Score -2.113288e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -21134808.000000 Penalty: 5869.963379
	Iteration 2Q: 3 clusters Score -2.113481e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -21138162.000000 Penalty: 5869.963379
	Iteration 3F: 3 clusters Score -2.113816e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -21144388.000000 Penalty: 5869.963379
	Iteration 4F: 3 clusters Score -2.114439e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -21154982.000000 Penalty: 5869.963379
	Iteration 5F: 3 clusters Score -2.115498e+07 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -21168118.000000 Penalty: 5869.963379
	Iteration 6F: 3 clusters Score -2.116812e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -21177340.000000 Penalty: 5869.963379
	Iteration 7F: 3 clusters Score -2.117734e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136605 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21180662.000000 Penalty: 5869.963379
	Iteration 8Q: 3 clusters Score -2.118066e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21181284.000000 Penalty: 5869.963379
	Iteration 9Q: 3 clusters Score -2.118128e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21181466.000000 Penalty: 5869.963379
	Iteration 10Q: 3 clusters Score -2.118147e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -21181560.000000 Penalty: 5869.963379
	Iteration 11Q: 3 clusters Score -2.118156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137793 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21181592.000000 Penalty: 5869.963379
	Iteration 12Q: 3 clusters Score -2.118159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137790 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21181622.000000 Penalty: 5869.963379
	Iteration 13Q: 3 clusters Score -2.118162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21181638.000000 Penalty: 5869.963379
	Iteration 14Q: 3 clusters Score -2.118164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137792 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21181640.000000 Penalty: 5869.963379
	Iteration 15Q: 3 clusters Score -2.118164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21181652.000000 Penalty: 5869.963379
	Iteration 16Q: 3 clusters Score -2.118165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21181652.000000 Penalty: 5869.963379
	Iteration 17Q: 3 clusters Score -2.118165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21181642.000000 Penalty: 5869.963379
	Iteration 18Q: 3 clusters Score -2.118164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137795 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21181652.000000 Penalty: 5869.963379
	Iteration 19Q: 3 clusters Score -2.118165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137796 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21181654.000000 Penalty: 5869.963379
	Iteration 20F: 3 clusters Score -2.118165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21181664.000000 Penalty: 5869.963379
	Iteration 21Q: 3 clusters Score -2.118166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21181664.000000 Penalty: 5869.963379
	Iteration 22Q: 3 clusters Score -2.118166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21181672.000000 Penalty: 5869.963379
	Iteration 23Q: 3 clusters Score -2.118167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137799 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21181672.000000 Penalty: 5869.963379
	Iteration 24F: 3 clusters Score -2.118167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -20771.527344 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -20771.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19826.654297 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -19826.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20148.318359 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -20148.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20430.736328 Penalty: 2686.385742
	Iteration 2F: 3 clusters Score -20430.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20638.671875 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -20638.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20778.087891 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -20778.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20778.087891 Penalty: 2686.385742
	Iteration 5F: 3 clusters Score -20778.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 136 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95393 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 22423 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 24717 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25080 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 111468 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 36 contains 89 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104160344.000000 Penalty: 126803.226562
Splitting cluster 4 changes total score from -104162272.000000 to -104160344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Entering Unmasked Estep 
Score: -6530052.000000 Penalty: 2642.918701
	Iteration 0F: 2 clusters Score -6530052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -6501320.000000 Penalty: 5285.837402
	Iteration 0F: 3 clusters Score -6501320 nChanged 19497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -6512366.500000 Penalty: 5285.837402
	Iteration 1F: 3 clusters Score -6512366 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -6513242.500000 Penalty: 5285.837402
	Iteration 2Q: 3 clusters Score -6513242 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -6514220.500000 Penalty: 5285.837402
	Iteration 3Q: 3 clusters Score -6514220 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -6515522.500000 Penalty: 5285.837402
	Iteration 4F: 3 clusters Score -6515522 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -6517137.500000 Penalty: 5285.837402
	Iteration 5F: 3 clusters Score -6517138 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -6518968.000000 Penalty: 5285.837402
	Iteration 6F: 3 clusters Score -6518968 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -6520603.500000 Penalty: 5285.837402
	Iteration 7F: 3 clusters Score -6520604 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -6521912.000000 Penalty: 5285.837402
	Iteration 8F: 3 clusters Score -6521912 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6522989.500000 Penalty: 5285.837402
	Iteration 9Q: 3 clusters Score -6522990 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6523778.000000 Penalty: 5285.837402
	Iteration 10Q: 3 clusters Score -6523778 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6524612.000000 Penalty: 5285.837402
	Iteration 11Q: 3 clusters Score -6524612 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6525352.000000 Penalty: 5285.837402
	Iteration 12Q: 3 clusters Score -6525352 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6526090.500000 Penalty: 5285.837402
	Iteration 13Q: 3 clusters Score -6526090 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6526715.000000 Penalty: 5285.837402
	Iteration 14Q: 3 clusters Score -6526715 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6527210.000000 Penalty: 5285.837402
	Iteration 15Q: 3 clusters Score -6527210 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6527494.000000 Penalty: 5285.837402
	Iteration 16Q: 3 clusters Score -6527494 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6527733.500000 Penalty: 5285.837402
	Iteration 17Q: 3 clusters Score -6527734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6527873.000000 Penalty: 5285.837402
	Iteration 18Q: 3 clusters Score -6527873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6527948.500000 Penalty: 5285.837402
	Iteration 19Q: 3 clusters Score -6527948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6527978.000000 Penalty: 5285.837402
	Iteration 20F: 3 clusters Score -6527978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6528001.500000 Penalty: 5285.837402
	Iteration 21Q: 3 clusters Score -6528002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6528018.500000 Penalty: 5285.837402
	Iteration 22Q: 3 clusters Score -6528018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6528032.000000 Penalty: 5285.837402
	Iteration 23Q: 3 clusters Score -6528032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6528040.500000 Penalty: 5285.837402
	Iteration 24Q: 3 clusters Score -6528040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6528039.000000 Penalty: 5285.837402
	Iteration 25Q: 3 clusters Score -6528039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6528051.500000 Penalty: 5285.837402
	Iteration 26Q: 3 clusters Score -6528052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6528047.500000 Penalty: 5285.837402
	Iteration 27Q: 3 clusters Score -6528048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6528047.500000 Penalty: 5285.837402
	Iteration 28Q: 3 clusters Score -6528048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6528060.500000 Penalty: 5285.837402
	Iteration 29Q: 3 clusters Score -6528060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6528064.500000 Penalty: 5285.837402
	Iteration 30Q: 3 clusters Score -6528064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6528062.500000 Penalty: 5285.837402
	Iteration 31Q: 3 clusters Score -6528062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6528068.500000 Penalty: 5285.837402
	Iteration 32Q: 3 clusters Score -6528068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6528066.000000 Penalty: 5285.837402
	Iteration 33Q: 3 clusters Score -6528066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6528073.000000 Penalty: 5285.837402
	Iteration 34Q: 3 clusters Score -6528073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6528073.500000 Penalty: 5285.837402
	Iteration 35Q: 3 clusters Score -6528074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6528071.500000 Penalty: 5285.837402
	Iteration 36Q: 3 clusters Score -6528072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6528071.500000 Penalty: 5285.837402
	Iteration 37F: 3 clusters Score -6528072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -327974.125000 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -327974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -325181.437500 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -325181.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -325723.812500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -325723.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325947.750000 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -325947.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -326157.468750 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -326157.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -326310.937500 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -326310.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -326421.187500 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -326421.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -326525.875000 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -326525.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -326582.781250 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -326582.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -326631.343750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -326631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -326672.000000 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -326672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -326698.718750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -326698.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326722.906250 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -326722.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -326748.218750 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -326748.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326787.343750 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -326787.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -326833.312500 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -326833.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -326880.875000 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -326880.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -326919.562500 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -326919.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326980.687500 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -326980.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -327046.562500 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -327046.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327112.906250 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -327112.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -327201.343750 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -327201.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -327271.718750 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -327271.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -327314.281250 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -327314.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -327345.843750 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -327345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -327366.750000 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -327366.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -327378.468750 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -327378.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -327382.937500 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -327382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -327385.218750 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -327385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327385.250000 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -327385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -327386.718750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -327386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -327386.718750 Penalty: 3846.435547
	Iteration 30F: 3 clusters Score -327386.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Entering Unmasked Estep 
Score: -1757400.875000 Penalty: 2321.762451
	Iteration 0F: 2 clusters Score -1757401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1748642.000000 Penalty: 4643.524902
	Iteration 0F: 3 clusters Score -1748642 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1751250.750000 Penalty: 4643.524902
	Iteration 1F: 3 clusters Score -1751251 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1751594.500000 Penalty: 4643.524902
	Iteration 2F: 3 clusters Score -1751594 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1751870.375000 Penalty: 4643.524902
	Iteration 3F: 3 clusters Score -1751870 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1752121.250000 Penalty: 4643.524902
	Iteration 4Q: 3 clusters Score -1752121 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1752343.000000 Penalty: 4643.524902
	Iteration 5Q: 3 clusters Score -1752343 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1752520.625000 Penalty: 4643.524902
	Iteration 6Q: 3 clusters Score -1752521 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1752701.250000 Penalty: 4643.524902
	Iteration 7Q: 3 clusters Score -1752701 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1752891.250000 Penalty: 4643.524902
	Iteration 8Q: 3 clusters Score -1752891 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1753047.625000 Penalty: 4643.524902
	Iteration 9Q: 3 clusters Score -1753048 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1753197.000000 Penalty: 4643.524902
	Iteration 10Q: 3 clusters Score -1753197 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1753351.750000 Penalty: 4643.524902
	Iteration 11Q: 3 clusters Score -1753352 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1753517.250000 Penalty: 4643.524902
	Iteration 12Q: 3 clusters Score -1753517 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1753695.500000 Penalty: 4643.524902
	Iteration 13Q: 3 clusters Score -1753696 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1753917.000000 Penalty: 4643.524902
	Iteration 14Q: 3 clusters Score -1753917 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1754156.750000 Penalty: 4643.524902
	Iteration 15Q: 3 clusters Score -1754157 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1754367.625000 Penalty: 4643.524902
	Iteration 16Q: 3 clusters Score -1754368 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1754498.875000 Penalty: 4643.524902
	Iteration 17Q: 3 clusters Score -1754499 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1754583.750000 Penalty: 4643.524902
	Iteration 18Q: 3 clusters Score -1754584 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1754626.750000 Penalty: 4643.524902
	Iteration 19Q: 3 clusters Score -1754627 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1754653.125000 Penalty: 4643.524902
	Iteration 20F: 3 clusters Score -1754653 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1754675.125000 Penalty: 4643.524902
	Iteration 21Q: 3 clusters Score -1754675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1754693.750000 Penalty: 4643.524902
	Iteration 22Q: 3 clusters Score -1754694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1754700.000000 Penalty: 4643.524902
	Iteration 23Q: 3 clusters Score -1754700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1754722.125000 Penalty: 4643.524902
	Iteration 24Q: 3 clusters Score -1754722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1754726.000000 Penalty: 4643.524902
	Iteration 25Q: 3 clusters Score -1754726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1754737.125000 Penalty: 4643.524902
	Iteration 26Q: 3 clusters Score -1754737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1754742.000000 Penalty: 4643.524902
	Iteration 27Q: 3 clusters Score -1754742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1754747.125000 Penalty: 4643.524902
	Iteration 28Q: 3 clusters Score -1754747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1754751.250000 Penalty: 4643.524902
	Iteration 29Q: 3 clusters Score -1754751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1754764.000000 Penalty: 4643.524902
	Iteration 30Q: 3 clusters Score -1754764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1754765.750000 Penalty: 4643.524902
	Iteration 31Q: 3 clusters Score -1754766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1754769.375000 Penalty: 4643.524902
	Iteration 32Q: 3 clusters Score -1754769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1754775.750000 Penalty: 4643.524902
	Iteration 33Q: 3 clusters Score -1754776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1754781.875000 Penalty: 4643.524902
	Iteration 34Q: 3 clusters Score -1754782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1754793.000000 Penalty: 4643.524902
	Iteration 35Q: 3 clusters Score -1754793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1754803.125000 Penalty: 4643.524902
	Iteration 36Q: 3 clusters Score -1754803 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1754817.375000 Penalty: 4643.524902
	Iteration 37Q: 3 clusters Score -1754817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1754834.375000 Penalty: 4643.524902
	Iteration 38Q: 3 clusters Score -1754834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1754849.875000 Penalty: 4643.524902
	Iteration 39Q: 3 clusters Score -1754850 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1754871.000000 Penalty: 4643.524902
	Iteration 40F: 3 clusters Score -1754871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1754895.625000 Penalty: 4643.524902
	Iteration 41Q: 3 clusters Score -1754896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1754918.250000 Penalty: 4643.524902
	Iteration 42Q: 3 clusters Score -1754918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1754934.875000 Penalty: 4643.524902
	Iteration 43Q: 3 clusters Score -1754935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1754947.750000 Penalty: 4643.524902
	Iteration 44Q: 3 clusters Score -1754948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1754957.875000 Penalty: 4643.524902
	Iteration 45Q: 3 clusters Score -1754958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1754964.625000 Penalty: 4643.524902
	Iteration 46Q: 3 clusters Score -1754965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1754971.875000 Penalty: 4643.524902
	Iteration 47Q: 3 clusters Score -1754972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1754979.125000 Penalty: 4643.524902
	Iteration 48Q: 3 clusters Score -1754979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1754989.750000 Penalty: 4643.524902
	Iteration 49Q: 3 clusters Score -1754990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1755002.875000 Penalty: 4643.524902
	Iteration 50Q: 3 clusters Score -1755003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1755010.250000 Penalty: 4643.524902
	Iteration 51Q: 3 clusters Score -1755010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1755022.000000 Penalty: 4643.524902
	Iteration 52Q: 3 clusters Score -1755022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1755035.500000 Penalty: 4643.524902
	Iteration 53Q: 3 clusters Score -1755036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1755035.875000 Penalty: 4643.524902
	Iteration 54Q: 3 clusters Score -1755036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1755046.375000 Penalty: 4643.524902
	Iteration 55Q: 3 clusters Score -1755046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1755053.375000 Penalty: 4643.524902
	Iteration 56Q: 3 clusters Score -1755053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1755060.375000 Penalty: 4643.524902
	Iteration 57Q: 3 clusters Score -1755060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1755063.875000 Penalty: 4643.524902
	Iteration 58Q: 3 clusters Score -1755064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1755066.375000 Penalty: 4643.524902
	Iteration 59Q: 3 clusters Score -1755066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1755070.875000 Penalty: 4643.524902
	Iteration 60F: 3 clusters Score -1755071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1755069.375000 Penalty: 4643.524902
	Iteration 61Q: 3 clusters Score -1755069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1755066.125000 Penalty: 4643.524902
	Iteration 62Q: 3 clusters Score -1755066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1755072.500000 Penalty: 4643.524902
	Iteration 63Q: 3 clusters Score -1755072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1755071.125000 Penalty: 4643.524902
	Iteration 64Q: 3 clusters Score -1755071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1755075.125000 Penalty: 4643.524902
	Iteration 65Q: 3 clusters Score -1755075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1755074.625000 Penalty: 4643.524902
	Iteration 66Q: 3 clusters Score -1755075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1755075.500000 Penalty: 4643.524902
	Iteration 67Q: 3 clusters Score -1755076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1755076.000000 Penalty: 4643.524902
	Iteration 68Q: 3 clusters Score -1755076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1755078.875000 Penalty: 4643.524902
	Iteration 69Q: 3 clusters Score -1755079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1755075.000000 Penalty: 4643.524902
	Iteration 70Q: 3 clusters Score -1755075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1755076.500000 Penalty: 4643.524902
	Iteration 71Q: 3 clusters Score -1755076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1755080.625000 Penalty: 4643.524902
	Iteration 72Q: 3 clusters Score -1755081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1755081.750000 Penalty: 4643.524902
	Iteration 73Q: 3 clusters Score -1755082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1755082.250000 Penalty: 4643.524902
	Iteration 74Q: 3 clusters Score -1755082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1755083.625000 Penalty: 4643.524902
	Iteration 75Q: 3 clusters Score -1755084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1755085.000000 Penalty: 4643.524902
	Iteration 76Q: 3 clusters Score -1755085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1755085.250000 Penalty: 4643.524902
	Iteration 77Q: 3 clusters Score -1755085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1755086.875000 Penalty: 4643.524902
	Iteration 78Q: 3 clusters Score -1755087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1755088.000000 Penalty: 4643.524902
	Iteration 79Q: 3 clusters Score -1755088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1755090.750000 Penalty: 4643.524902
	Iteration 80F: 3 clusters Score -1755091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1755091.125000 Penalty: 4643.524902
	Iteration 81Q: 3 clusters Score -1755091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1755089.500000 Penalty: 4643.524902
	Iteration 82Q: 3 clusters Score -1755090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1755089.625000 Penalty: 4643.524902
	Iteration 83Q: 3 clusters Score -1755090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1755093.375000 Penalty: 4643.524902
	Iteration 84Q: 3 clusters Score -1755093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1755095.000000 Penalty: 4643.524902
	Iteration 85Q: 3 clusters Score -1755095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1755098.875000 Penalty: 4643.524902
	Iteration 86Q: 3 clusters Score -1755099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1755094.375000 Penalty: 4643.524902
	Iteration 87Q: 3 clusters Score -1755094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1755097.500000 Penalty: 4643.524902
	Iteration 88Q: 3 clusters Score -1755098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1755096.375000 Penalty: 4643.524902
	Iteration 89Q: 3 clusters Score -1755096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1755099.000000 Penalty: 4643.524902
	Iteration 90Q: 3 clusters Score -1755099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1755100.250000 Penalty: 4643.524902
	Iteration 91Q: 3 clusters Score -1755100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1755097.750000 Penalty: 4643.524902
	Iteration 92Q: 3 clusters Score -1755098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1755097.625000 Penalty: 4643.524902
	Iteration 93Q: 3 clusters Score -1755098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1755097.125000 Penalty: 4643.524902
	Iteration 94Q: 3 clusters Score -1755097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1755103.625000 Penalty: 4643.524902
	Iteration 95Q: 3 clusters Score -1755104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1755103.750000 Penalty: 4643.524902
	Iteration 96Q: 3 clusters Score -1755104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1755106.000000 Penalty: 4643.524902
	Iteration 97Q: 3 clusters Score -1755106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1755112.125000 Penalty: 4643.524902
	Iteration 98Q: 3 clusters Score -1755112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1755115.500000 Penalty: 4643.524902
	Iteration 99Q: 3 clusters Score -1755116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1755122.375000 Penalty: 4643.524902
	Iteration 100F: 3 clusters Score -1755122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1755127.000000 Penalty: 4643.524902
	Iteration 101Q: 3 clusters Score -1755127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1755130.750000 Penalty: 4643.524902
	Iteration 102Q: 3 clusters Score -1755131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1755127.750000 Penalty: 4643.524902
	Iteration 103Q: 3 clusters Score -1755128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1755131.125000 Penalty: 4643.524902
	Iteration 104Q: 3 clusters Score -1755131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1755136.000000 Penalty: 4643.524902
	Iteration 105Q: 3 clusters Score -1755136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1755138.750000 Penalty: 4643.524902
	Iteration 106Q: 3 clusters Score -1755139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1755147.375000 Penalty: 4643.524902
	Iteration 107Q: 3 clusters Score -1755147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1755151.625000 Penalty: 4643.524902
	Iteration 108Q: 3 clusters Score -1755152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1755159.750000 Penalty: 4643.524902
	Iteration 109Q: 3 clusters Score -1755160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1755158.500000 Penalty: 4643.524902
	Iteration 110Q: 3 clusters Score -1755158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1755163.000000 Penalty: 4643.524902
	Iteration 111Q: 3 clusters Score -1755163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1755167.125000 Penalty: 4643.524902
	Iteration 112Q: 3 clusters Score -1755167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1755168.750000 Penalty: 4643.524902
	Iteration 113Q: 3 clusters Score -1755169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1755170.875000 Penalty: 4643.524902
	Iteration 114Q: 3 clusters Score -1755171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1755172.250000 Penalty: 4643.524902
	Iteration 115Q: 3 clusters Score -1755172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1755173.125000 Penalty: 4643.524902
	Iteration 116Q: 3 clusters Score -1755173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1755177.625000 Penalty: 4643.524902
	Iteration 117Q: 3 clusters Score -1755178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1755178.125000 Penalty: 4643.524902
	Iteration 118Q: 3 clusters Score -1755178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1755181.750000 Penalty: 4643.524902
	Iteration 119Q: 3 clusters Score -1755182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1755191.250000 Penalty: 4643.524902
	Iteration 120F: 3 clusters Score -1755191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1755188.875000 Penalty: 4643.524902
	Iteration 121Q: 3 clusters Score -1755189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1755190.000000 Penalty: 4643.524902
	Iteration 122Q: 3 clusters Score -1755190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1755192.625000 Penalty: 4643.524902
	Iteration 123Q: 3 clusters Score -1755193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1755196.375000 Penalty: 4643.524902
	Iteration 124Q: 3 clusters Score -1755196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1755194.375000 Penalty: 4643.524902
	Iteration 125Q: 3 clusters Score -1755194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1755196.375000 Penalty: 4643.524902
	Iteration 126Q: 3 clusters Score -1755196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1755197.500000 Penalty: 4643.524902
	Iteration 127Q: 3 clusters Score -1755198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1755198.000000 Penalty: 4643.524902
	Iteration 128Q: 3 clusters Score -1755198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1755197.000000 Penalty: 4643.524902
	Iteration 129Q: 3 clusters Score -1755197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1755197.000000 Penalty: 4643.524902
	Iteration 130F: 3 clusters Score -1755197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -717334.687500 Penalty: 2106.391602
	Iteration 0F: 2 clusters Score -717334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -712952.125000 Penalty: 4212.783203
	Iteration 0F: 3 clusters Score -712952.1 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -714072.250000 Penalty: 4212.783203
	Iteration 1F: 3 clusters Score -714072.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -714381.000000 Penalty: 4212.783203
	Iteration 2F: 3 clusters Score -714381 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -714692.562500 Penalty: 4212.783203
	Iteration 3F: 3 clusters Score -714692.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -715052.875000 Penalty: 4212.783203
	Iteration 4F: 3 clusters Score -715052.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -715397.687500 Penalty: 4212.783203
	Iteration 5F: 3 clusters Score -715397.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -715643.187500 Penalty: 4212.783203
	Iteration 6F: 3 clusters Score -715643.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -715815.437500 Penalty: 4212.783203
	Iteration 7Q: 3 clusters Score -715815.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -715918.250000 Penalty: 4212.783203
	Iteration 8Q: 3 clusters Score -715918.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -715979.250000 Penalty: 4212.783203
	Iteration 9Q: 3 clusters Score -715979.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -716023.812500 Penalty: 4212.783203
	Iteration 10Q: 3 clusters Score -716023.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -716045.562500 Penalty: 4212.783203
	Iteration 11Q: 3 clusters Score -716045.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -716062.312500 Penalty: 4212.783203
	Iteration 12Q: 3 clusters Score -716062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -716073.875000 Penalty: 4212.783203
	Iteration 13Q: 3 clusters Score -716073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -716082.875000 Penalty: 4212.783203
	Iteration 14Q: 3 clusters Score -716082.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -716086.812500 Penalty: 4212.783203
	Iteration 15Q: 3 clusters Score -716086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -716094.250000 Penalty: 4212.783203
	Iteration 16Q: 3 clusters Score -716094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -716099.500000 Penalty: 4212.783203
	Iteration 17Q: 3 clusters Score -716099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -716102.000000 Penalty: 4212.783203
	Iteration 18Q: 3 clusters Score -716102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -716106.312500 Penalty: 4212.783203
	Iteration 19Q: 3 clusters Score -716106.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -716112.312500 Penalty: 4212.783203
	Iteration 20F: 3 clusters Score -716112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -716111.687500 Penalty: 4212.783203
	Iteration 21Q: 3 clusters Score -716111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -716113.062500 Penalty: 4212.783203
	Iteration 22Q: 3 clusters Score -716113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -716113.500000 Penalty: 4212.783203
	Iteration 23Q: 3 clusters Score -716113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -716115.875000 Penalty: 4212.783203
	Iteration 24Q: 3 clusters Score -716115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -716116.000000 Penalty: 4212.783203
	Iteration 25Q: 3 clusters Score -716116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -716116.562500 Penalty: 4212.783203
	Iteration 26Q: 3 clusters Score -716116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -716117.187500 Penalty: 4212.783203
	Iteration 27Q: 3 clusters Score -716117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -716117.187500 Penalty: 4212.783203
	Iteration 28F: 3 clusters Score -716117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -1203875.875000 Penalty: 2222.800293
	Iteration 0F: 2 clusters Score -1203876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1197609.875000 Penalty: 4445.600586
	Iteration 0F: 3 clusters Score -1197610 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1199323.500000 Penalty: 4445.600586
	Iteration 1F: 3 clusters Score -1199324 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1199645.250000 Penalty: 4445.600586
	Iteration 2F: 3 clusters Score -1199645 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1199927.375000 Penalty: 4445.600586
	Iteration 3F: 3 clusters Score -1199927 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1200164.000000 Penalty: 4445.600586
	Iteration 4F: 3 clusters Score -1200164 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1200373.125000 Penalty: 4445.600586
	Iteration 5Q: 3 clusters Score -1200373 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1200582.750000 Penalty: 4445.600586
	Iteration 6Q: 3 clusters Score -1200583 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1200768.875000 Penalty: 4445.600586
	Iteration 7Q: 3 clusters Score -1200769 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1200945.000000 Penalty: 4445.600586
	Iteration 8Q: 3 clusters Score -1200945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1201087.250000 Penalty: 4445.600586
	Iteration 9Q: 3 clusters Score -1201087 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1201216.500000 Penalty: 4445.600586
	Iteration 10Q: 3 clusters Score -1201216 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1201358.250000 Penalty: 4445.600586
	Iteration 11Q: 3 clusters Score -1201358 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1201502.250000 Penalty: 4445.600586
	Iteration 12Q: 3 clusters Score -1201502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1201618.375000 Penalty: 4445.600586
	Iteration 13Q: 3 clusters Score -1201618 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1201709.625000 Penalty: 4445.600586
	Iteration 14Q: 3 clusters Score -1201710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1201773.875000 Penalty: 4445.600586
	Iteration 15Q: 3 clusters Score -1201774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1201832.250000 Penalty: 4445.600586
	Iteration 16Q: 3 clusters Score -1201832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1201889.500000 Penalty: 4445.600586
	Iteration 17Q: 3 clusters Score -1201890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1201937.625000 Penalty: 4445.600586
	Iteration 18Q: 3 clusters Score -1201938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1201968.000000 Penalty: 4445.600586
	Iteration 19Q: 3 clusters Score -1201968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1201997.625000 Penalty: 4445.600586
	Iteration 20F: 3 clusters Score -1201998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1202020.625000 Penalty: 4445.600586
	Iteration 21Q: 3 clusters Score -1202021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1202035.000000 Penalty: 4445.600586
	Iteration 22Q: 3 clusters Score -1202035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1202052.500000 Penalty: 4445.600586
	Iteration 23Q: 3 clusters Score -1202052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1202060.500000 Penalty: 4445.600586
	Iteration 24Q: 3 clusters Score -1202060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1202073.000000 Penalty: 4445.600586
	Iteration 25Q: 3 clusters Score -1202073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1202088.375000 Penalty: 4445.600586
	Iteration 26Q: 3 clusters Score -1202088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1202101.125000 Penalty: 4445.600586
	Iteration 27Q: 3 clusters Score -1202101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1202117.375000 Penalty: 4445.600586
	Iteration 28Q: 3 clusters Score -1202117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1202125.875000 Penalty: 4445.600586
	Iteration 29Q: 3 clusters Score -1202126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1202144.250000 Penalty: 4445.600586
	Iteration 30Q: 3 clusters Score -1202144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1202163.500000 Penalty: 4445.600586
	Iteration 31Q: 3 clusters Score -1202164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1202180.500000 Penalty: 4445.600586
	Iteration 32Q: 3 clusters Score -1202180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1202191.750000 Penalty: 4445.600586
	Iteration 33Q: 3 clusters Score -1202192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1202200.000000 Penalty: 4445.600586
	Iteration 34Q: 3 clusters Score -1202200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1202207.750000 Penalty: 4445.600586
	Iteration 35Q: 3 clusters Score -1202208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1202209.875000 Penalty: 4445.600586
	Iteration 36Q: 3 clusters Score -1202210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1202215.125000 Penalty: 4445.600586
	Iteration 37Q: 3 clusters Score -1202215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1202216.500000 Penalty: 4445.600586
	Iteration 38Q: 3 clusters Score -1202216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1202213.875000 Penalty: 4445.600586
	Iteration 39Q: 3 clusters Score -1202214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1202215.625000 Penalty: 4445.600586
	Iteration 40F: 3 clusters Score -1202216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1202214.625000 Penalty: 4445.600586
	Iteration 41Q: 3 clusters Score -1202215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1202214.625000 Penalty: 4445.600586
	Iteration 42F: 3 clusters Score -1202215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -368487.531250 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -368487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -365618.093750 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -365618.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -366242.625000 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -366242.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -366533.437500 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -366533.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -366861.687500 Penalty: 3863.364014
	Iteration 3F: 3 clusters Score -366861.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -367204.093750 Penalty: 3863.364014
	Iteration 4F: 3 clusters Score -367204.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -367396.562500 Penalty: 3863.364014
	Iteration 5F: 3 clusters Score -367396.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -367498.375000 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -367498.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -367560.437500 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -367560.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -367612.031250 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -367612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -367654.562500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -367654.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -367679.937500 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -367679.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -367700.375000 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -367700.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -367724.937500 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -367724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -367748.500000 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -367748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -367764.250000 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -367764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -367770.031250 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -367770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -367773.875000 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -367773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -367778.750000 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -367778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -367780.562500 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -367780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -367781.531250 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -367781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -367782.343750 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -367782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -367783.468750 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -367783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -367783.468750 Penalty: 3863.364014
	Iteration 22F: 3 clusters Score -367783.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Entering Unmasked Estep 
Score: -679408.250000 Penalty: 2096.073242
	Iteration 0F: 2 clusters Score -679408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -675087.812500 Penalty: 4192.146484
	Iteration 0F: 3 clusters Score -675087.8 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -676181.062500 Penalty: 4192.146484
	Iteration 1F: 3 clusters Score -676181.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -676493.250000 Penalty: 4192.146484
	Iteration 2F: 3 clusters Score -676493.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -676760.937500 Penalty: 4192.146484
	Iteration 3F: 3 clusters Score -676760.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -676976.500000 Penalty: 4192.146484
	Iteration 4F: 3 clusters Score -676976.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -677175.187500 Penalty: 4192.146484
	Iteration 5F: 3 clusters Score -677175.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -677356.375000 Penalty: 4192.146484
	Iteration 6Q: 3 clusters Score -677356.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -677531.562500 Penalty: 4192.146484
	Iteration 7Q: 3 clusters Score -677531.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -677687.750000 Penalty: 4192.146484
	Iteration 8Q: 3 clusters Score -677687.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -677809.250000 Penalty: 4192.146484
	Iteration 9Q: 3 clusters Score -677809.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -677902.500000 Penalty: 4192.146484
	Iteration 10Q: 3 clusters Score -677902.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -677957.312500 Penalty: 4192.146484
	Iteration 11Q: 3 clusters Score -677957.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -678002.062500 Penalty: 4192.146484
	Iteration 12Q: 3 clusters Score -678002.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -678040.125000 Penalty: 4192.146484
	Iteration 13Q: 3 clusters Score -678040.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -678070.750000 Penalty: 4192.146484
	Iteration 14Q: 3 clusters Score -678070.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -678088.562500 Penalty: 4192.146484
	Iteration 15Q: 3 clusters Score -678088.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -678099.875000 Penalty: 4192.146484
	Iteration 16Q: 3 clusters Score -678099.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -678105.437500 Penalty: 4192.146484
	Iteration 17Q: 3 clusters Score -678105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -678108.437500 Penalty: 4192.146484
	Iteration 18Q: 3 clusters Score -678108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -678110.000000 Penalty: 4192.146484
	Iteration 19Q: 3 clusters Score -678110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -678110.562500 Penalty: 4192.146484
	Iteration 20F: 3 clusters Score -678110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93450.585938 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -93450.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91885.007812 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -91885.01 nChanged 248
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: -92703.585938 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -92703.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -93280.289062 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -93280.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93535.734375 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -93535.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93625.429688 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -93625.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93640.507812 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -93640.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93650.015625 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -93650.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93659.242188 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -93659.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93670.007812 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -93670.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93696.078125 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -93696.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93729.375000 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -93729.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -93743.468750 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -93743.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93755.062500 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -93755.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93757.984375 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -93757.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93757.984375 Penalty: 3332.630615
	Iteration 14F: 3 clusters Score -93757.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 95393 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 22423 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 24717 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25080 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 111468 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 36 contains 241 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104160736.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104162272.000000 to -104160736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (95393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Entering Unmasked Estep 
Score: -14736006.000000 Penalty: 2843.508545
	Iteration 0F: 2 clusters Score -1.473601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -14672755.000000 Penalty: 5687.017090
	Iteration 0F: 3 clusters Score -1.467276e+07 nChanged 45008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -14698006.000000 Penalty: 5687.017090
	Iteration 1F: 3 clusters Score -1.469801e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -14698725.000000 Penalty: 5687.017090
	Iteration 2Q: 3 clusters Score -1.469872e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -14699779.000000 Penalty: 5687.017090
	Iteration 3Q: 3 clusters Score -1.469978e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -14700933.000000 Penalty: 5687.017090
	Iteration 4Q: 3 clusters Score -1.470093e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -14702663.000000 Penalty: 5687.017090
	Iteration 5Q: 3 clusters Score -1.470266e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -14704852.000000 Penalty: 5687.017090
	Iteration 6Q: 3 clusters Score -1.470485e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -14707775.000000 Penalty: 5687.017090
	Iteration 7F: 3 clusters Score -1.470778e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -14711583.000000 Penalty: 5687.017090
	Iteration 8F: 3 clusters Score -1.471158e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -14715454.000000 Penalty: 5687.017090
	Iteration 9F: 3 clusters Score -1.471545e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -14718741.000000 Penalty: 5687.017090
	Iteration 10F: 3 clusters Score -1.471874e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -14720742.000000 Penalty: 5687.017090
	Iteration 11Q: 3 clusters Score -1.472074e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -14722091.000000 Penalty: 5687.017090
	Iteration 12Q: 3 clusters Score -1.472209e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -14723000.000000 Penalty: 5687.017090
	Iteration 13Q: 3 clusters Score -1.4723e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -14723806.000000 Penalty: 5687.017090
	Iteration 14Q: 3 clusters Score -1.472381e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -14724703.000000 Penalty: 5687.017090
	Iteration 15Q: 3 clusters Score -1.47247e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -14725465.000000 Penalty: 5687.017090
	Iteration 16Q: 3 clusters Score -1.472546e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -14726342.000000 Penalty: 5687.017090
	Iteration 17Q: 3 clusters Score -1.472634e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -14727249.000000 Penalty: 5687.017090
	Iteration 18Q: 3 clusters Score -1.472725e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -14728229.000000 Penalty: 5687.017090
	Iteration 19Q: 3 clusters Score -1.472823e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -14729051.000000 Penalty: 5687.017090
	Iteration 20F: 3 clusters Score -1.472905e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -14729892.000000 Penalty: 5687.017090
	Iteration 21Q: 3 clusters Score -1.472989e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -14730578.000000 Penalty: 5687.017090
	Iteration 22Q: 3 clusters Score -1.473058e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -14731206.000000 Penalty: 5687.017090
	Iteration 23Q: 3 clusters Score -1.473121e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -14731685.000000 Penalty: 5687.017090
	Iteration 24Q: 3 clusters Score -1.473168e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -14732232.000000 Penalty: 5687.017090
	Iteration 25Q: 3 clusters Score -1.473223e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -14732575.000000 Penalty: 5687.017090
	Iteration 26Q: 3 clusters Score -1.473258e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -14732865.000000 Penalty: 5687.017090
	Iteration 27Q: 3 clusters Score -1.473286e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -14733093.000000 Penalty: 5687.017090
	Iteration 28Q: 3 clusters Score -1.473309e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -14733272.000000 Penalty: 5687.017090
	Iteration 29Q: 3 clusters Score -1.473327e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -14733380.000000 Penalty: 5687.017090
	Iteration 30Q: 3 clusters Score -1.473338e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -14733465.000000 Penalty: 5687.017090
	Iteration 31Q: 3 clusters Score -1.473346e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -14733556.000000 Penalty: 5687.017090
	Iteration 32Q: 3 clusters Score -1.473356e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -14733619.000000 Penalty: 5687.017090
	Iteration 33Q: 3 clusters Score -1.473362e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -14733641.000000 Penalty: 5687.017090
	Iteration 34Q: 3 clusters Score -1.473364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 94052 members 
Entering Unmasked Estep 
Score: -14733655.000000 Penalty: 5687.017090
	Iteration 35Q: 3 clusters Score -1.473366e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -14733654.000000 Penalty: 5687.017090
	Iteration 36Q: 3 clusters Score -1.473365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -14733652.000000 Penalty: 5687.017090
	Iteration 37Q: 3 clusters Score -1.473365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -14733664.000000 Penalty: 5687.017090
	Iteration 38Q: 3 clusters Score -1.473366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -14733682.000000 Penalty: 5687.017090
	Iteration 39Q: 3 clusters Score -1.473368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -14733695.000000 Penalty: 5687.017090
	Iteration 40F: 3 clusters Score -1.47337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -14733725.000000 Penalty: 5687.017090
	Iteration 41Q: 3 clusters Score -1.473372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -14733728.000000 Penalty: 5687.017090
	Iteration 42Q: 3 clusters Score -1.473373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -14733748.000000 Penalty: 5687.017090
	Iteration 43Q: 3 clusters Score -1.473375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -14733750.000000 Penalty: 5687.017090
	Iteration 44Q: 3 clusters Score -1.473375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 94295 members 
Entering Unmasked Estep 
Score: -14733752.000000 Penalty: 5687.017090
	Iteration 45Q: 3 clusters Score -1.473375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -14733764.000000 Penalty: 5687.017090
	Iteration 46Q: 3 clusters Score -1.473376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -14733777.000000 Penalty: 5687.017090
	Iteration 47Q: 3 clusters Score -1.473378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -14733772.000000 Penalty: 5687.017090
	Iteration 48Q: 3 clusters Score -1.473377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -14733771.000000 Penalty: 5687.017090
	Iteration 49Q: 3 clusters Score -1.473377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -14733774.000000 Penalty: 5687.017090
	Iteration 50Q: 3 clusters Score -1.473377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
Score: -14733781.000000 Penalty: 5687.017090
	Iteration 51Q: 3 clusters Score -1.473378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -14733782.000000 Penalty: 5687.017090
	Iteration 52Q: 3 clusters Score -1.473378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -14733791.000000 Penalty: 5687.017090
	Iteration 53Q: 3 clusters Score -1.473379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -14733797.000000 Penalty: 5687.017090
	Iteration 54Q: 3 clusters Score -1.47338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -14733804.000000 Penalty: 5687.017090
	Iteration 55Q: 3 clusters Score -1.47338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -14733804.000000 Penalty: 5687.017090
	Iteration 56F: 3 clusters Score -1.47338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Entering Unmasked Estep 
Score: -2282329.000000 Penalty: 2385.380127
	Iteration 0F: 2 clusters Score -2282329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2271342.250000 Penalty: 4770.760254
	Iteration 0F: 3 clusters Score -2271342 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2275071.000000 Penalty: 4770.760254
	Iteration 1F: 3 clusters Score -2275071 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2275616.250000 Penalty: 4770.760254
	Iteration 2F: 3 clusters Score -2275616 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2276139.750000 Penalty: 4770.760254
	Iteration 3F: 3 clusters Score -2276140 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2276707.000000 Penalty: 4770.760254
	Iteration 4F: 3 clusters Score -2276707 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2277370.250000 Penalty: 4770.760254
	Iteration 5F: 3 clusters Score -2277370 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2278093.750000 Penalty: 4770.760254
	Iteration 6F: 3 clusters Score -2278094 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2278681.500000 Penalty: 4770.760254
	Iteration 7F: 3 clusters Score -2278682 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2279185.500000 Penalty: 4770.760254
	Iteration 8F: 3 clusters Score -2279186 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2279575.500000 Penalty: 4770.760254
	Iteration 9Q: 3 clusters Score -2279576 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2279895.000000 Penalty: 4770.760254
	Iteration 10Q: 3 clusters Score -2279895 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2280129.000000 Penalty: 4770.760254
	Iteration 11Q: 3 clusters Score -2280129 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2280291.500000 Penalty: 4770.760254
	Iteration 12Q: 3 clusters Score -2280292 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2280435.750000 Penalty: 4770.760254
	Iteration 13Q: 3 clusters Score -2280436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2280545.250000 Penalty: 4770.760254
	Iteration 14Q: 3 clusters Score -2280545 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2280635.500000 Penalty: 4770.760254
	Iteration 15Q: 3 clusters Score -2280636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2280700.250000 Penalty: 4770.760254
	Iteration 16Q: 3 clusters Score -2280700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2280775.000000 Penalty: 4770.760254
	Iteration 17Q: 3 clusters Score -2280775 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2280843.250000 Penalty: 4770.760254
	Iteration 18Q: 3 clusters Score -2280843 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2280893.500000 Penalty: 4770.760254
	Iteration 19Q: 3 clusters Score -2280894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2280952.500000 Penalty: 4770.760254
	Iteration 20F: 3 clusters Score -2280952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2281017.000000 Penalty: 4770.760254
	Iteration 21Q: 3 clusters Score -2281017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2281071.000000 Penalty: 4770.760254
	Iteration 22Q: 3 clusters Score -2281071 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2281113.000000 Penalty: 4770.760254
	Iteration 23Q: 3 clusters Score -2281113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2281143.250000 Penalty: 4770.760254
	Iteration 24Q: 3 clusters Score -2281143 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2281183.250000 Penalty: 4770.760254
	Iteration 25Q: 3 clusters Score -2281183 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2281215.250000 Penalty: 4770.760254
	Iteration 26Q: 3 clusters Score -2281215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2281237.750000 Penalty: 4770.760254
	Iteration 27Q: 3 clusters Score -2281238 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2281264.500000 Penalty: 4770.760254
	Iteration 28Q: 3 clusters Score -2281264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2281294.250000 Penalty: 4770.760254
	Iteration 29Q: 3 clusters Score -2281294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2281330.500000 Penalty: 4770.760254
	Iteration 30Q: 3 clusters Score -2281330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2281361.250000 Penalty: 4770.760254
	Iteration 31Q: 3 clusters Score -2281361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2281376.500000 Penalty: 4770.760254
	Iteration 32Q: 3 clusters Score -2281376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2281391.250000 Penalty: 4770.760254
	Iteration 33Q: 3 clusters Score -2281391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2281411.500000 Penalty: 4770.760254
	Iteration 34Q: 3 clusters Score -2281412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2281424.000000 Penalty: 4770.760254
	Iteration 35Q: 3 clusters Score -2281424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2281424.250000 Penalty: 4770.760254
	Iteration 36Q: 3 clusters Score -2281424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2281439.000000 Penalty: 4770.760254
	Iteration 37Q: 3 clusters Score -2281439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2281440.750000 Penalty: 4770.760254
	Iteration 38Q: 3 clusters Score -2281441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2281448.500000 Penalty: 4770.760254
	Iteration 39Q: 3 clusters Score -2281448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2281461.250000 Penalty: 4770.760254
	Iteration 40F: 3 clusters Score -2281461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2281472.250000 Penalty: 4770.760254
	Iteration 41Q: 3 clusters Score -2281472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2281476.500000 Penalty: 4770.760254
	Iteration 42Q: 3 clusters Score -2281476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2281485.750000 Penalty: 4770.760254
	Iteration 43Q: 3 clusters Score -2281486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2281492.500000 Penalty: 4770.760254
	Iteration 44Q: 3 clusters Score -2281492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2281499.750000 Penalty: 4770.760254
	Iteration 45Q: 3 clusters Score -2281500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2281501.250000 Penalty: 4770.760254
	Iteration 46Q: 3 clusters Score -2281501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2281503.500000 Penalty: 4770.760254
	Iteration 47Q: 3 clusters Score -2281504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2281511.000000 Penalty: 4770.760254
	Iteration 48Q: 3 clusters Score -2281511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2281508.500000 Penalty: 4770.760254
	Iteration 49Q: 3 clusters Score -2281508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2281516.750000 Penalty: 4770.760254
	Iteration 50Q: 3 clusters Score -2281517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2281517.500000 Penalty: 4770.760254
	Iteration 51Q: 3 clusters Score -2281518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2281515.750000 Penalty: 4770.760254
	Iteration 52Q: 3 clusters Score -2281516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2281519.500000 Penalty: 4770.760254
	Iteration 53Q: 3 clusters Score -2281520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2281522.750000 Penalty: 4770.760254
	Iteration 54Q: 3 clusters Score -2281523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2281522.000000 Penalty: 4770.760254
	Iteration 55Q: 3 clusters Score -2281522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2281526.500000 Penalty: 4770.760254
	Iteration 56Q: 3 clusters Score -2281526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2281530.250000 Penalty: 4770.760254
	Iteration 57Q: 3 clusters Score -2281530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2281531.250000 Penalty: 4770.760254
	Iteration 58Q: 3 clusters Score -2281531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2281539.250000 Penalty: 4770.760254
	Iteration 59Q: 3 clusters Score -2281539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2281534.750000 Penalty: 4770.760254
	Iteration 60F: 3 clusters Score -2281535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2281536.250000 Penalty: 4770.760254
	Iteration 61Q: 3 clusters Score -2281536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2281535.750000 Penalty: 4770.760254
	Iteration 62Q: 3 clusters Score -2281536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2281535.250000 Penalty: 4770.760254
	Iteration 63Q: 3 clusters Score -2281535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2281534.250000 Penalty: 4770.760254
	Iteration 64Q: 3 clusters Score -2281534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2281541.750000 Penalty: 4770.760254
	Iteration 65Q: 3 clusters Score -2281542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2281542.250000 Penalty: 4770.760254
	Iteration 66Q: 3 clusters Score -2281542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2281537.500000 Penalty: 4770.760254
	Iteration 67Q: 3 clusters Score -2281538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2281541.000000 Penalty: 4770.760254
	Iteration 68Q: 3 clusters Score -2281541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2281541.500000 Penalty: 4770.760254
	Iteration 69Q: 3 clusters Score -2281542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2281541.500000 Penalty: 4770.760254
	Iteration 70F: 3 clusters Score -2281542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Entering Unmasked Estep 
Score: -3236104.500000 Penalty: 2484.424805
	Iteration 0F: 2 clusters Score -3236104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3220504.750000 Penalty: 4968.849609
	Iteration 0F: 3 clusters Score -3220505 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3226565.500000 Penalty: 4968.849609
	Iteration 1F: 3 clusters Score -3226566 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3227768.250000 Penalty: 4968.849609
	Iteration 2F: 3 clusters Score -3227768 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3229084.500000 Penalty: 4968.849609
	Iteration 3F: 3 clusters Score -3229084 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3230363.750000 Penalty: 4968.849609
	Iteration 4F: 3 clusters Score -3230364 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3231267.750000 Penalty: 4968.849609
	Iteration 5F: 3 clusters Score -3231268 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3231839.000000 Penalty: 4968.849609
	Iteration 6F: 3 clusters Score -3231839 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3232257.000000 Penalty: 4968.849609
	Iteration 7Q: 3 clusters Score -3232257 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3232584.000000 Penalty: 4968.849609
	Iteration 8Q: 3 clusters Score -3232584 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3232865.250000 Penalty: 4968.849609
	Iteration 9Q: 3 clusters Score -3232865 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3233122.500000 Penalty: 4968.849609
	Iteration 10Q: 3 clusters Score -3233122 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3233333.000000 Penalty: 4968.849609
	Iteration 11Q: 3 clusters Score -3233333 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3233532.250000 Penalty: 4968.849609
	Iteration 12Q: 3 clusters Score -3233532 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3233728.000000 Penalty: 4968.849609
	Iteration 13Q: 3 clusters Score -3233728 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3233906.000000 Penalty: 4968.849609
	Iteration 14Q: 3 clusters Score -3233906 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3234054.250000 Penalty: 4968.849609
	Iteration 15Q: 3 clusters Score -3234054 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3234174.000000 Penalty: 4968.849609
	Iteration 16Q: 3 clusters Score -3234174 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3234283.000000 Penalty: 4968.849609
	Iteration 17Q: 3 clusters Score -3234283 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3234383.500000 Penalty: 4968.849609
	Iteration 18Q: 3 clusters Score -3234384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3234465.750000 Penalty: 4968.849609
	Iteration 19Q: 3 clusters Score -3234466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3234528.750000 Penalty: 4968.849609
	Iteration 20F: 3 clusters Score -3234529 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3234585.250000 Penalty: 4968.849609
	Iteration 21Q: 3 clusters Score -3234585 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3234615.000000 Penalty: 4968.849609
	Iteration 22Q: 3 clusters Score -3234615 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3234663.250000 Penalty: 4968.849609
	Iteration 23Q: 3 clusters Score -3234663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3234693.750000 Penalty: 4968.849609
	Iteration 24Q: 3 clusters Score -3234694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3234720.250000 Penalty: 4968.849609
	Iteration 25Q: 3 clusters Score -3234720 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3234749.500000 Penalty: 4968.849609
	Iteration 26Q: 3 clusters Score -3234750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3234767.250000 Penalty: 4968.849609
	Iteration 27Q: 3 clusters Score -3234767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3234771.500000 Penalty: 4968.849609
	Iteration 28Q: 3 clusters Score -3234772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3234791.500000 Penalty: 4968.849609
	Iteration 29Q: 3 clusters Score -3234792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3234811.250000 Penalty: 4968.849609
	Iteration 30Q: 3 clusters Score -3234811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3234817.750000 Penalty: 4968.849609
	Iteration 31Q: 3 clusters Score -3234818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3234828.750000 Penalty: 4968.849609
	Iteration 32Q: 3 clusters Score -3234829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3234837.000000 Penalty: 4968.849609
	Iteration 33Q: 3 clusters Score -3234837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3234842.000000 Penalty: 4968.849609
	Iteration 34Q: 3 clusters Score -3234842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3234857.250000 Penalty: 4968.849609
	Iteration 35Q: 3 clusters Score -3234857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3234859.500000 Penalty: 4968.849609
	Iteration 36Q: 3 clusters Score -3234860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3234867.000000 Penalty: 4968.849609
	Iteration 37Q: 3 clusters Score -3234867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3234867.250000 Penalty: 4968.849609
	Iteration 38Q: 3 clusters Score -3234867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3234869.500000 Penalty: 4968.849609
	Iteration 39Q: 3 clusters Score -3234870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3234865.000000 Penalty: 4968.849609
	Iteration 40F: 3 clusters Score -3234865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3234866.500000 Penalty: 4968.849609
	Iteration 41Q: 3 clusters Score -3234866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3234871.750000 Penalty: 4968.849609
	Iteration 42Q: 3 clusters Score -3234872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3234876.250000 Penalty: 4968.849609
	Iteration 43Q: 3 clusters Score -3234876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3234880.750000 Penalty: 4968.849609
	Iteration 44Q: 3 clusters Score -3234881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3234879.250000 Penalty: 4968.849609
	Iteration 45Q: 3 clusters Score -3234879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3234877.000000 Penalty: 4968.849609
	Iteration 46Q: 3 clusters Score -3234877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3234875.500000 Penalty: 4968.849609
	Iteration 47Q: 3 clusters Score -3234876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3234878.500000 Penalty: 4968.849609
	Iteration 48Q: 3 clusters Score -3234878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3234882.250000 Penalty: 4968.849609
	Iteration 49Q: 3 clusters Score -3234882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3234879.750000 Penalty: 4968.849609
	Iteration 50Q: 3 clusters Score -3234880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3234877.750000 Penalty: 4968.849609
	Iteration 51Q: 3 clusters Score -3234878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3234877.750000 Penalty: 4968.849609
	Iteration 52F: 3 clusters Score -3234878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -804874.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -804874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -800145.000000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -800145 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -801222.937500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -801222.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -801491.937500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -801491.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -801708.937500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -801708.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -801962.437500 Penalty: 4262.884277
	Iteration 4F: 3 clusters Score -801962.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -802212.562500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -802212.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -802411.750000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -802411.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -802588.312500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -802588.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -802742.500000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -802742.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -802870.562500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -802870.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -802972.937500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -802972.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -803061.062500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -803061.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -803143.812500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -803143.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -803228.437500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -803228.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -803314.125000 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -803314.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -803407.625000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -803407.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -803496.875000 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -803496.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -803589.812500 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -803589.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -803674.500000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -803674.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -803744.875000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -803744.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -803802.062500 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -803802.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -803844.812500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -803844.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -803888.250000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -803888.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -803918.187500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -803918.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -803945.687500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -803945.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -803976.125000 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -803976.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -803999.562500 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -803999.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -804019.437500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -804019.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -804032.437500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -804032.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -804043.062500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -804043.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -804054.750000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -804054.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -804069.062500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -804069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -804073.750000 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -804073.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -804079.375000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -804079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -804081.937500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -804081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -804083.375000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -804083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -804084.187500 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -804084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -804085.187500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -804085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -804085.375000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -804085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -804085.937500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -804085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -804086.250000 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -804086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -804087.687500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -804087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -804091.687500 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -804091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -804096.687500 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -804096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -804099.875000 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -804099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -804100.500000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -804100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -804105.500000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -804105.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -804108.000000 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -804108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -804111.125000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -804111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -804113.250000 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -804113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -804112.312500 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -804112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -804113.875000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -804113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -804114.187500 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -804114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -804113.875000 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -804113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -804114.562500 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -804114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -804114.562500 Penalty: 4262.884277
	Iteration 55F: 3 clusters Score -804114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2369701.500000 Penalty: 2396.204834
	Iteration 0F: 2 clusters Score -2369702 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 7882 members 
Entering Unmasked Estep 
Score: -2358339.500000 Penalty: 4792.409668
	Iteration 0F: 3 clusters Score -2358340 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2362147.500000 Penalty: 4792.409668
	Iteration 1F: 3 clusters Score -2362148 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2362754.250000 Penalty: 4792.409668
	Iteration 2F: 3 clusters Score -2362754 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2363442.250000 Penalty: 4792.409668
	Iteration 3F: 3 clusters Score -2363442 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2364354.250000 Penalty: 4792.409668
	Iteration 4F: 3 clusters Score -2364354 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2365496.500000 Penalty: 4792.409668
	Iteration 5F: 3 clusters Score -2365496 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2366521.250000 Penalty: 4792.409668
	Iteration 6F: 3 clusters Score -2366521 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2367297.500000 Penalty: 4792.409668
	Iteration 7F: 3 clusters Score -2367298 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2367910.500000 Penalty: 4792.409668
	Iteration 8Q: 3 clusters Score -2367910 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2368370.750000 Penalty: 4792.409668
	Iteration 9Q: 3 clusters Score -2368371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2368636.000000 Penalty: 4792.409668
	Iteration 10Q: 3 clusters Score -2368636 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2368783.750000 Penalty: 4792.409668
	Iteration 11Q: 3 clusters Score -2368784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2368869.000000 Penalty: 4792.409668
	Iteration 12Q: 3 clusters Score -2368869 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2368927.750000 Penalty: 4792.409668
	Iteration 13Q: 3 clusters Score -2368928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2368972.250000 Penalty: 4792.409668
	Iteration 14Q: 3 clusters Score -2368972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2369006.000000 Penalty: 4792.409668
	Iteration 15Q: 3 clusters Score -2369006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2369031.750000 Penalty: 4792.409668
	Iteration 16Q: 3 clusters Score -2369032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2369041.750000 Penalty: 4792.409668
	Iteration 17Q: 3 clusters Score -2369042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2369055.500000 Penalty: 4792.409668
	Iteration 18Q: 3 clusters Score -2369056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2369066.250000 Penalty: 4792.409668
	Iteration 19Q: 3 clusters Score -2369066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2369070.500000 Penalty: 4792.409668
	Iteration 20F: 3 clusters Score -2369070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2369077.750000 Penalty: 4792.409668
	Iteration 21Q: 3 clusters Score -2369078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2369086.750000 Penalty: 4792.409668
	Iteration 22Q: 3 clusters Score -2369087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2369090.250000 Penalty: 4792.409668
	Iteration 23Q: 3 clusters Score -2369090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2369095.250000 Penalty: 4792.409668
	Iteration 24Q: 3 clusters Score -2369095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2369097.000000 Penalty: 4792.409668
	Iteration 25Q: 3 clusters Score -2369097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2369103.750000 Penalty: 4792.409668
	Iteration 26Q: 3 clusters Score -2369104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2369108.250000 Penalty: 4792.409668
	Iteration 27Q: 3 clusters Score -2369108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2369103.000000 Penalty: 4792.409668
	Iteration 28Q: 3 clusters Score -2369103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2369105.500000 Penalty: 4792.409668
	Iteration 29Q: 3 clusters Score -2369106 nChanged 3
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: -2369106.750000 Penalty: 4792.409668
	Iteration 30Q: 3 clusters Score -2369107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2369106.000000 Penalty: 4792.409668
	Iteration 31Q: 3 clusters Score -2369106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2369106.000000 Penalty: 4792.409668
	Iteration 32Q: 3 clusters Score -2369106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2369104.000000 Penalty: 4792.409668
	Iteration 33Q: 3 clusters Score -2369104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2369105.000000 Penalty: 4792.409668
	Iteration 34Q: 3 clusters Score -2369105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2369106.750000 Penalty: 4792.409668
	Iteration 35Q: 3 clusters Score -2369107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2369106.750000 Penalty: 4792.409668
	Iteration 36F: 3 clusters Score -2369107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2707870.750000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2707871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2695444.250000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2695444 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2699557.000000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2699557 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2699888.500000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2699888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2700123.000000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2700123 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2700314.500000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2700314 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2700500.000000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2700500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2700687.500000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2700688 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2700908.000000 Penalty: 4851.478516
	Iteration 7Q: 3 clusters Score -2700908 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2701201.000000 Penalty: 4851.478516
	Iteration 8Q: 3 clusters Score -2701201 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2701594.500000 Penalty: 4851.478516
	Iteration 9Q: 3 clusters Score -2701594 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2702162.000000 Penalty: 4851.478516
	Iteration 10F: 3 clusters Score -2702162 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2702938.000000 Penalty: 4851.478516
	Iteration 11F: 3 clusters Score -2702938 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2703866.250000 Penalty: 4851.478516
	Iteration 12F: 3 clusters Score -2703866 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2704769.500000 Penalty: 4851.478516
	Iteration 13F: 3 clusters Score -2704770 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2705362.500000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2705362 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2705685.000000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2705685 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2705894.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2705894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2706011.000000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2706011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2706088.000000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2706088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2706120.250000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2706120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2706141.000000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2706141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2706162.500000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2706162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2706168.500000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2706168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2706169.000000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2706169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2706174.750000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2706175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2706176.750000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2706177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2706177.750000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2706178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2706180.750000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2706181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2706180.750000 Penalty: 4851.478516
	Iteration 28F: 3 clusters Score -2706181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Entering Unmasked Estep 
Score: -5651098.000000 Penalty: 2605.052979
	Iteration 0F: 2 clusters Score -5651098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5626320.000000 Penalty: 5210.105957
	Iteration 0F: 3 clusters Score -5626320 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -5635784.500000 Penalty: 5210.105957
	Iteration 1F: 3 clusters Score -5635784 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5636400.500000 Penalty: 5210.105957
	Iteration 2Q: 3 clusters Score -5636400 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5636983.000000 Penalty: 5210.105957
	Iteration 3Q: 3 clusters Score -5636983 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -5637706.000000 Penalty: 5210.105957
	Iteration 4Q: 3 clusters Score -5637706 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5638626.000000 Penalty: 5210.105957
	Iteration 5Q: 3 clusters Score -5638626 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5639836.000000 Penalty: 5210.105957
	Iteration 6F: 3 clusters Score -5639836 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5641243.000000 Penalty: 5210.105957
	Iteration 7F: 3 clusters Score -5641243 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5642852.000000 Penalty: 5210.105957
	Iteration 8F: 3 clusters Score -5642852 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5644334.000000 Penalty: 5210.105957
	Iteration 9F: 3 clusters Score -5644334 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -5645382.000000 Penalty: 5210.105957
	Iteration 10Q: 3 clusters Score -5645382 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5646004.500000 Penalty: 5210.105957
	Iteration 11Q: 3 clusters Score -5646004 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5646377.000000 Penalty: 5210.105957
	Iteration 12Q: 3 clusters Score -5646377 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -5646637.000000 Penalty: 5210.105957
	Iteration 13Q: 3 clusters Score -5646637 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -5646831.500000 Penalty: 5210.105957
	Iteration 14Q: 3 clusters Score -5646832 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5646957.500000 Penalty: 5210.105957
	Iteration 15Q: 3 clusters Score -5646958 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -5647086.500000 Penalty: 5210.105957
	Iteration 16Q: 3 clusters Score -5647086 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5647210.000000 Penalty: 5210.105957
	Iteration 17Q: 3 clusters Score -5647210 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5647326.500000 Penalty: 5210.105957
	Iteration 18Q: 3 clusters Score -5647326 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -5647441.500000 Penalty: 5210.105957
	Iteration 19Q: 3 clusters Score -5647442 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5647529.500000 Penalty: 5210.105957
	Iteration 20F: 3 clusters Score -5647530 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5647607.000000 Penalty: 5210.105957
	Iteration 21Q: 3 clusters Score -5647607 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5647686.000000 Penalty: 5210.105957
	Iteration 22Q: 3 clusters Score -5647686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5647773.000000 Penalty: 5210.105957
	Iteration 23Q: 3 clusters Score -5647773 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5647854.500000 Penalty: 5210.105957
	Iteration 24Q: 3 clusters Score -5647854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5647915.500000 Penalty: 5210.105957
	Iteration 25Q: 3 clusters Score -5647916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5647999.500000 Penalty: 5210.105957
	Iteration 26Q: 3 clusters Score -5648000 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -5648065.500000 Penalty: 5210.105957
	Iteration 27Q: 3 clusters Score -5648066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5648148.000000 Penalty: 5210.105957
	Iteration 28Q: 3 clusters Score -5648148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5648172.500000 Penalty: 5210.105957
	Iteration 29Q: 3 clusters Score -5648172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5648212.500000 Penalty: 5210.105957
	Iteration 30Q: 3 clusters Score -5648212 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5648240.500000 Penalty: 5210.105957
	Iteration 31Q: 3 clusters Score -5648240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5648279.000000 Penalty: 5210.105957
	Iteration 32Q: 3 clusters Score -5648279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5648307.500000 Penalty: 5210.105957
	Iteration 33Q: 3 clusters Score -5648308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5648338.500000 Penalty: 5210.105957
	Iteration 34Q: 3 clusters Score -5648338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5648378.000000 Penalty: 5210.105957
	Iteration 35Q: 3 clusters Score -5648378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5648394.500000 Penalty: 5210.105957
	Iteration 36Q: 3 clusters Score -5648394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5648445.000000 Penalty: 5210.105957
	Iteration 37Q: 3 clusters Score -5648445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5648480.500000 Penalty: 5210.105957
	Iteration 38Q: 3 clusters Score -5648480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5648510.500000 Penalty: 5210.105957
	Iteration 39Q: 3 clusters Score -5648510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5648543.000000 Penalty: 5210.105957
	Iteration 40F: 3 clusters Score -5648543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5648551.500000 Penalty: 5210.105957
	Iteration 41Q: 3 clusters Score -5648552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5648563.000000 Penalty: 5210.105957
	Iteration 42Q: 3 clusters Score -5648563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5648563.000000 Penalty: 5210.105957
	Iteration 43Q: 3 clusters Score -5648563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5648593.000000 Penalty: 5210.105957
	Iteration 44Q: 3 clusters Score -5648593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5648623.000000 Penalty: 5210.105957
	Iteration 45Q: 3 clusters Score -5648623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5648649.500000 Penalty: 5210.105957
	Iteration 46Q: 3 clusters Score -5648650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5648654.000000 Penalty: 5210.105957
	Iteration 47Q: 3 clusters Score -5648654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5648678.000000 Penalty: 5210.105957
	Iteration 48Q: 3 clusters Score -5648678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5648680.500000 Penalty: 5210.105957
	Iteration 49Q: 3 clusters Score -5648680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5648690.500000 Penalty: 5210.105957
	Iteration 50Q: 3 clusters Score -5648690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5648698.000000 Penalty: 5210.105957
	Iteration 51Q: 3 clusters Score -5648698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5648709.000000 Penalty: 5210.105957
	Iteration 52Q: 3 clusters Score -5648709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5648720.500000 Penalty: 5210.105957
	Iteration 53Q: 3 clusters Score -5648720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5648732.000000 Penalty: 5210.105957
	Iteration 54Q: 3 clusters Score -5648732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5648730.500000 Penalty: 5210.105957
	Iteration 55Q: 3 clusters Score -5648730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5648733.000000 Penalty: 5210.105957
	Iteration 56Q: 3 clusters Score -5648733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5648744.000000 Penalty: 5210.105957
	Iteration 57Q: 3 clusters Score -5648744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5648750.000000 Penalty: 5210.105957
	Iteration 58Q: 3 clusters Score -5648750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5648755.000000 Penalty: 5210.105957
	Iteration 59Q: 3 clusters Score -5648755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5648756.000000 Penalty: 5210.105957
	Iteration 60F: 3 clusters Score -5648756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5648765.500000 Penalty: 5210.105957
	Iteration 61Q: 3 clusters Score -5648766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5648762.000000 Penalty: 5210.105957
	Iteration 62Q: 3 clusters Score -5648762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5648772.000000 Penalty: 5210.105957
	Iteration 63Q: 3 clusters Score -5648772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5648773.000000 Penalty: 5210.105957
	Iteration 64Q: 3 clusters Score -5648773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5648779.000000 Penalty: 5210.105957
	Iteration 65Q: 3 clusters Score -5648779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5648778.000000 Penalty: 5210.105957
	Iteration 66Q: 3 clusters Score -5648778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5648785.000000 Penalty: 5210.105957
	Iteration 67Q: 3 clusters Score -5648785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5648787.500000 Penalty: 5210.105957
	Iteration 68Q: 3 clusters Score -5648788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5648783.500000 Penalty: 5210.105957
	Iteration 69Q: 3 clusters Score -5648784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5648785.000000 Penalty: 5210.105957
	Iteration 70Q: 3 clusters Score -5648785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5648782.500000 Penalty: 5210.105957
	Iteration 71Q: 3 clusters Score -5648782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5648782.000000 Penalty: 5210.105957
	Iteration 72Q: 3 clusters Score -5648782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5648782.000000 Penalty: 5210.105957
	Iteration 73Q: 3 clusters Score -5648782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5648780.500000 Penalty: 5210.105957
	Iteration 74Q: 3 clusters Score -5648780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5648786.500000 Penalty: 5210.105957
	Iteration 75Q: 3 clusters Score -5648786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5648788.500000 Penalty: 5210.105957
	Iteration 76Q: 3 clusters Score -5648788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5648798.500000 Penalty: 5210.105957
	Iteration 77Q: 3 clusters Score -5648798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5648795.500000 Penalty: 5210.105957
	Iteration 78Q: 3 clusters Score -5648796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5648797.500000 Penalty: 5210.105957
	Iteration 79Q: 3 clusters Score -5648798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5648795.500000 Penalty: 5210.105957
	Iteration 80F: 3 clusters Score -5648796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5648797.000000 Penalty: 5210.105957
	Iteration 81Q: 3 clusters Score -5648797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5648800.500000 Penalty: 5210.105957
	Iteration 82Q: 3 clusters Score -5648800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5648800.500000 Penalty: 5210.105957
	Iteration 83F: 3 clusters Score -5648800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -373265.562500 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -373265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -370328.500000 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -370328.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370947.687500 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -370947.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -371095.218750 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -371095.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -371165.000000 Penalty: 3892.490234
	Iteration 3Q: 3 clusters Score -371165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -371212.218750 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -371212.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -371245.812500 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -371245.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -371274.593750 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -371274.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -371295.312500 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -371295.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371310.312500 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -371310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -371320.718750 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -371320.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -371333.406250 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -371333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -371345.718750 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -371345.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -371361.625000 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -371361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -371376.437500 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -371376.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -371390.625000 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -371390.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371402.406250 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -371402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -371411.562500 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -371411.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -371418.656250 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -371418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -371425.562500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -371425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -371432.156250 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -371432.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -371438.156250 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -371438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -371443.593750 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -371443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -371446.656250 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -371446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -371449.031250 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -371449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -371452.750000 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -371452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -371457.156250 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -371457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -371462.156250 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -371462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -371465.406250 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -371465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -371469.593750 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -371469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -371471.812500 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -371471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371473.000000 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -371473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -371473.000000 Penalty: 3892.490234
	Iteration 31F: 3 clusters Score -371473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Entering Unmasked Estep 
Score: -3736693.000000 Penalty: 2508.581299
	Iteration 0F: 2 clusters Score -3736693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3719447.250000 Penalty: 5017.162598
	Iteration 0F: 3 clusters Score -3719447 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3725328.750000 Penalty: 5017.162598
	Iteration 1F: 3 clusters Score -3725329 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3725694.250000 Penalty: 5017.162598
	Iteration 2Q: 3 clusters Score -3725694 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3726000.000000 Penalty: 5017.162598
	Iteration 3Q: 3 clusters Score -3726000 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3726286.250000 Penalty: 5017.162598
	Iteration 4Q: 3 clusters Score -3726286 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3726604.250000 Penalty: 5017.162598
	Iteration 5Q: 3 clusters Score -3726604 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3727037.250000 Penalty: 5017.162598
	Iteration 6Q: 3 clusters Score -3727037 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3727685.500000 Penalty: 5017.162598
	Iteration 7Q: 3 clusters Score -3727686 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3728688.250000 Penalty: 5017.162598
	Iteration 8F: 3 clusters Score -3728688 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3730042.500000 Penalty: 5017.162598
	Iteration 9F: 3 clusters Score -3730042 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3731664.750000 Penalty: 5017.162598
	Iteration 10F: 3 clusters Score -3731665 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3732985.500000 Penalty: 5017.162598
	Iteration 11F: 3 clusters Score -3732986 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3733791.500000 Penalty: 5017.162598
	Iteration 12Q: 3 clusters Score -3733792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3734141.250000 Penalty: 5017.162598
	Iteration 13Q: 3 clusters Score -3734141 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3734288.250000 Penalty: 5017.162598
	Iteration 14Q: 3 clusters Score -3734288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3734353.250000 Penalty: 5017.162598
	Iteration 15Q: 3 clusters Score -3734353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3734398.250000 Penalty: 5017.162598
	Iteration 16Q: 3 clusters Score -3734398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3734431.750000 Penalty: 5017.162598
	Iteration 17Q: 3 clusters Score -3734432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3734460.500000 Penalty: 5017.162598
	Iteration 18Q: 3 clusters Score -3734460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3734473.750000 Penalty: 5017.162598
	Iteration 19Q: 3 clusters Score -3734474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3734485.250000 Penalty: 5017.162598
	Iteration 20F: 3 clusters Score -3734485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3734491.750000 Penalty: 5017.162598
	Iteration 21Q: 3 clusters Score -3734492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3734498.750000 Penalty: 5017.162598
	Iteration 22Q: 3 clusters Score -3734499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3734504.750000 Penalty: 5017.162598
	Iteration 23Q: 3 clusters Score -3734505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3734508.750000 Penalty: 5017.162598
	Iteration 24Q: 3 clusters Score -3734509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3734508.750000 Penalty: 5017.162598
	Iteration 25F: 3 clusters Score -3734509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48627.269531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48627.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48863.695312 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48863.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48903.937500 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48903.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48950.121094 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48950.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48983.167969 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48983.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49001.753906 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -49001.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49021.500000 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -49021.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49025.390625 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -49025.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49030.929688 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -49030.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49030.929688 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -49030.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Entering Unmasked Estep 
Score: -3803710.000000 Penalty: 2512.196777
	Iteration 0F: 2 clusters Score -3803710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3786348.500000 Penalty: 5024.393555
	Iteration 0F: 3 clusters Score -3786348 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3792485.500000 Penalty: 5024.393555
	Iteration 1F: 3 clusters Score -3792486 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3792886.250000 Penalty: 5024.393555
	Iteration 2Q: 3 clusters Score -3792886 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3793272.000000 Penalty: 5024.393555
	Iteration 3Q: 3 clusters Score -3793272 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3793646.000000 Penalty: 5024.393555
	Iteration 4Q: 3 clusters Score -3793646 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3794051.500000 Penalty: 5024.393555
	Iteration 5Q: 3 clusters Score -3794052 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3794583.250000 Penalty: 5024.393555
	Iteration 6Q: 3 clusters Score -3794583 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3795244.750000 Penalty: 5024.393555
	Iteration 7F: 3 clusters Score -3795245 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3796126.500000 Penalty: 5024.393555
	Iteration 8F: 3 clusters Score -3796126 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3797142.500000 Penalty: 5024.393555
	Iteration 9F: 3 clusters Score -3797142 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3798231.500000 Penalty: 5024.393555
	Iteration 10F: 3 clusters Score -3798232 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3799220.500000 Penalty: 5024.393555
	Iteration 11F: 3 clusters Score -3799220 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3799988.750000 Penalty: 5024.393555
	Iteration 12Q: 3 clusters Score -3799989 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3800511.250000 Penalty: 5024.393555
	Iteration 13Q: 3 clusters Score -3800511 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3800841.000000 Penalty: 5024.393555
	Iteration 14Q: 3 clusters Score -3800841 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3801069.750000 Penalty: 5024.393555
	Iteration 15Q: 3 clusters Score -3801070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3801205.000000 Penalty: 5024.393555
	Iteration 16Q: 3 clusters Score -3801205 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3801310.000000 Penalty: 5024.393555
	Iteration 17Q: 3 clusters Score -3801310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3801383.250000 Penalty: 5024.393555
	Iteration 18Q: 3 clusters Score -3801383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3801446.250000 Penalty: 5024.393555
	Iteration 19Q: 3 clusters Score -3801446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3801493.000000 Penalty: 5024.393555
	Iteration 20F: 3 clusters Score -3801493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3801518.750000 Penalty: 5024.393555
	Iteration 21Q: 3 clusters Score -3801519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3801542.250000 Penalty: 5024.393555
	Iteration 22Q: 3 clusters Score -3801542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3801551.750000 Penalty: 5024.393555
	Iteration 23Q: 3 clusters Score -3801552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3801571.750000 Penalty: 5024.393555
	Iteration 24Q: 3 clusters Score -3801572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3801592.000000 Penalty: 5024.393555
	Iteration 25Q: 3 clusters Score -3801592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3801607.250000 Penalty: 5024.393555
	Iteration 26Q: 3 clusters Score -3801607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3801631.750000 Penalty: 5024.393555
	Iteration 27Q: 3 clusters Score -3801632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3801641.500000 Penalty: 5024.393555
	Iteration 28Q: 3 clusters Score -3801642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3801645.000000 Penalty: 5024.393555
	Iteration 29Q: 3 clusters Score -3801645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3801648.500000 Penalty: 5024.393555
	Iteration 30Q: 3 clusters Score -3801648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3801649.250000 Penalty: 5024.393555
	Iteration 31Q: 3 clusters Score -3801649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3801652.750000 Penalty: 5024.393555
	Iteration 32Q: 3 clusters Score -3801653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3801655.500000 Penalty: 5024.393555
	Iteration 33Q: 3 clusters Score -3801656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3801660.000000 Penalty: 5024.393555
	Iteration 34Q: 3 clusters Score -3801660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3801666.750000 Penalty: 5024.393555
	Iteration 35Q: 3 clusters Score -3801667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3801670.000000 Penalty: 5024.393555
	Iteration 36Q: 3 clusters Score -3801670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3801671.000000 Penalty: 5024.393555
	Iteration 37Q: 3 clusters Score -3801671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3801667.750000 Penalty: 5024.393555
	Iteration 38Q: 3 clusters Score -3801668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3801667.750000 Penalty: 5024.393555
	Iteration 39F: 3 clusters Score -3801668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Entering Unmasked Estep 
Score: -1930250.500000 Penalty: 2363.213135
	Iteration 0F: 2 clusters Score -1930250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1920173.000000 Penalty: 4726.426270
	Iteration 0F: 3 clusters Score -1920173 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1923669.625000 Penalty: 4726.426270
	Iteration 1F: 3 clusters Score -1923670 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1924501.875000 Penalty: 4726.426270
	Iteration 2F: 3 clusters Score -1924502 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1925372.500000 Penalty: 4726.426270
	Iteration 3F: 3 clusters Score -1925372 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1926197.500000 Penalty: 4726.426270
	Iteration 4F: 3 clusters Score -1926198 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1926889.125000 Penalty: 4726.426270
	Iteration 5F: 3 clusters Score -1926889 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1927392.125000 Penalty: 4726.426270
	Iteration 6F: 3 clusters Score -1927392 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1927740.750000 Penalty: 4726.426270
	Iteration 7Q: 3 clusters Score -1927741 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1927969.375000 Penalty: 4726.426270
	Iteration 8Q: 3 clusters Score -1927969 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1928120.125000 Penalty: 4726.426270
	Iteration 9Q: 3 clusters Score -1928120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1928210.500000 Penalty: 4726.426270
	Iteration 10Q: 3 clusters Score -1928210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1928264.500000 Penalty: 4726.426270
	Iteration 11Q: 3 clusters Score -1928264 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1928305.000000 Penalty: 4726.426270
	Iteration 12Q: 3 clusters Score -1928305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1928329.625000 Penalty: 4726.426270
	Iteration 13Q: 3 clusters Score -1928330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1928352.125000 Penalty: 4726.426270
	Iteration 14Q: 3 clusters Score -1928352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1928368.625000 Penalty: 4726.426270
	Iteration 15Q: 3 clusters Score -1928369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1928386.500000 Penalty: 4726.426270
	Iteration 16Q: 3 clusters Score -1928386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1928407.750000 Penalty: 4726.426270
	Iteration 17Q: 3 clusters Score -1928408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1928419.500000 Penalty: 4726.426270
	Iteration 18Q: 3 clusters Score -1928420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1928432.875000 Penalty: 4726.426270
	Iteration 19Q: 3 clusters Score -1928433 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1928439.125000 Penalty: 4726.426270
	Iteration 20F: 3 clusters Score -1928439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1928452.625000 Penalty: 4726.426270
	Iteration 21Q: 3 clusters Score -1928453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1928458.500000 Penalty: 4726.426270
	Iteration 22Q: 3 clusters Score -1928458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1928468.500000 Penalty: 4726.426270
	Iteration 23Q: 3 clusters Score -1928468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1928473.625000 Penalty: 4726.426270
	Iteration 24Q: 3 clusters Score -1928474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1928473.125000 Penalty: 4726.426270
	Iteration 25Q: 3 clusters Score -1928473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1928472.125000 Penalty: 4726.426270
	Iteration 26Q: 3 clusters Score -1928472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1928473.000000 Penalty: 4726.426270
	Iteration 27Q: 3 clusters Score -1928473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1928473.375000 Penalty: 4726.426270
	Iteration 28Q: 3 clusters Score -1928473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1928474.625000 Penalty: 4726.426270
	Iteration 29Q: 3 clusters Score -1928475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1928474.250000 Penalty: 4726.426270
	Iteration 30Q: 3 clusters Score -1928474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1928477.125000 Penalty: 4726.426270
	Iteration 31Q: 3 clusters Score -1928477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1928478.125000 Penalty: 4726.426270
	Iteration 32Q: 3 clusters Score -1928478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1928483.125000 Penalty: 4726.426270
	Iteration 33Q: 3 clusters Score -1928483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1928484.250000 Penalty: 4726.426270
	Iteration 34Q: 3 clusters Score -1928484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1928484.500000 Penalty: 4726.426270
	Iteration 35Q: 3 clusters Score -1928484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1928483.750000 Penalty: 4726.426270
	Iteration 36Q: 3 clusters Score -1928484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1928487.250000 Penalty: 4726.426270
	Iteration 37Q: 3 clusters Score -1928487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1928489.500000 Penalty: 4726.426270
	Iteration 38Q: 3 clusters Score -1928490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1928485.125000 Penalty: 4726.426270
	Iteration 39Q: 3 clusters Score -1928485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1928487.500000 Penalty: 4726.426270
	Iteration 40F: 3 clusters Score -1928488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1928489.875000 Penalty: 4726.426270
	Iteration 41Q: 3 clusters Score -1928490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1928490.875000 Penalty: 4726.426270
	Iteration 42Q: 3 clusters Score -1928491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1928492.750000 Penalty: 4726.426270
	Iteration 43Q: 3 clusters Score -1928493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1928493.500000 Penalty: 4726.426270
	Iteration 44Q: 3 clusters Score -1928494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1928491.125000 Penalty: 4726.426270
	Iteration 45Q: 3 clusters Score -1928491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1928496.875000 Penalty: 4726.426270
	Iteration 46Q: 3 clusters Score -1928497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1928495.375000 Penalty: 4726.426270
	Iteration 47Q: 3 clusters Score -1928495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1928495.125000 Penalty: 4726.426270
	Iteration 48Q: 3 clusters Score -1928495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1928496.250000 Penalty: 4726.426270
	Iteration 49Q: 3 clusters Score -1928496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1928495.750000 Penalty: 4726.426270
	Iteration 50Q: 3 clusters Score -1928496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1928492.625000 Penalty: 4726.426270
	Iteration 51Q: 3 clusters Score -1928493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1928490.125000 Penalty: 4726.426270
	Iteration 52Q: 3 clusters Score -1928490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1928496.625000 Penalty: 4726.426270
	Iteration 53Q: 3 clusters Score -1928497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1928498.000000 Penalty: 4726.426270
	Iteration 54Q: 3 clusters Score -1928498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1928497.625000 Penalty: 4726.426270
	Iteration 55Q: 3 clusters Score -1928498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1928497.875000 Penalty: 4726.426270
	Iteration 56Q: 3 clusters Score -1928498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1928496.500000 Penalty: 4726.426270
	Iteration 57Q: 3 clusters Score -1928496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1928496.875000 Penalty: 4726.426270
	Iteration 58Q: 3 clusters Score -1928497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1928497.500000 Penalty: 4726.426270
	Iteration 59Q: 3 clusters Score -1928498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1928497.500000 Penalty: 4726.426270
	Iteration 60F: 3 clusters Score -1928498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Entering Unmasked Estep 
Score: -5521266.000000 Penalty: 2604.882568
	Iteration 0F: 2 clusters Score -5521266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5496718.000000 Penalty: 5209.765137
	Iteration 0F: 3 clusters Score -5496718 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5505551.500000 Penalty: 5209.765137
	Iteration 1F: 3 clusters Score -5505552 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5506251.500000 Penalty: 5209.765137
	Iteration 2Q: 3 clusters Score -5506252 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5507003.000000 Penalty: 5209.765137
	Iteration 3Q: 3 clusters Score -5507003 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5507818.000000 Penalty: 5209.765137
	Iteration 4Q: 3 clusters Score -5507818 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -5508665.000000 Penalty: 5209.765137
	Iteration 5Q: 3 clusters Score -5508665 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5509550.500000 Penalty: 5209.765137
	Iteration 6Q: 3 clusters Score -5509550 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5510335.000000 Penalty: 5209.765137
	Iteration 7Q: 3 clusters Score -5510335 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -5511060.000000 Penalty: 5209.765137
	Iteration 8Q: 3 clusters Score -5511060 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5511582.500000 Penalty: 5209.765137
	Iteration 9Q: 3 clusters Score -5511582 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5512002.000000 Penalty: 5209.765137
	Iteration 10Q: 3 clusters Score -5512002 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -5512248.500000 Penalty: 5209.765137
	Iteration 11Q: 3 clusters Score -5512248 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -5512413.000000 Penalty: 5209.765137
	Iteration 12Q: 3 clusters Score -5512413 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5512572.500000 Penalty: 5209.765137
	Iteration 13Q: 3 clusters Score -5512572 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5512714.500000 Penalty: 5209.765137
	Iteration 14Q: 3 clusters Score -5512714 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5512835.000000 Penalty: 5209.765137
	Iteration 15Q: 3 clusters Score -5512835 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5512986.000000 Penalty: 5209.765137
	Iteration 16Q: 3 clusters Score -5512986 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5513147.000000 Penalty: 5209.765137
	Iteration 17Q: 3 clusters Score -5513147 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5513354.000000 Penalty: 5209.765137
	Iteration 18Q: 3 clusters Score -5513354 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5513599.500000 Penalty: 5209.765137
	Iteration 19Q: 3 clusters Score -5513600 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5513881.000000 Penalty: 5209.765137
	Iteration 20F: 3 clusters Score -5513881 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5514220.500000 Penalty: 5209.765137
	Iteration 21Q: 3 clusters Score -5514220 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5514656.500000 Penalty: 5209.765137
	Iteration 22Q: 3 clusters Score -5514656 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -5515205.500000 Penalty: 5209.765137
	Iteration 23Q: 3 clusters Score -5515206 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5515778.500000 Penalty: 5209.765137
	Iteration 24Q: 3 clusters Score -5515778 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5516391.000000 Penalty: 5209.765137
	Iteration 25Q: 3 clusters Score -5516391 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -5516933.500000 Penalty: 5209.765137
	Iteration 26Q: 3 clusters Score -5516934 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5517507.000000 Penalty: 5209.765137
	Iteration 27Q: 3 clusters Score -5517507 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -5517978.500000 Penalty: 5209.765137
	Iteration 28Q: 3 clusters Score -5517978 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5518319.500000 Penalty: 5209.765137
	Iteration 29Q: 3 clusters Score -5518320 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5518541.000000 Penalty: 5209.765137
	Iteration 30Q: 3 clusters Score -5518541 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5518739.500000 Penalty: 5209.765137
	Iteration 31Q: 3 clusters Score -5518740 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5518845.500000 Penalty: 5209.765137
	Iteration 32Q: 3 clusters Score -5518846 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5518917.000000 Penalty: 5209.765137
	Iteration 33Q: 3 clusters Score -5518917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5518987.500000 Penalty: 5209.765137
	Iteration 34Q: 3 clusters Score -5518988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5519040.500000 Penalty: 5209.765137
	Iteration 35Q: 3 clusters Score -5519040 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5519069.000000 Penalty: 5209.765137
	Iteration 36Q: 3 clusters Score -5519069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5519100.500000 Penalty: 5209.765137
	Iteration 37Q: 3 clusters Score -5519100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5519127.000000 Penalty: 5209.765137
	Iteration 38Q: 3 clusters Score -5519127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5519136.000000 Penalty: 5209.765137
	Iteration 39Q: 3 clusters Score -5519136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5519159.000000 Penalty: 5209.765137
	Iteration 40F: 3 clusters Score -5519159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5519167.500000 Penalty: 5209.765137
	Iteration 41Q: 3 clusters Score -5519168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5519173.000000 Penalty: 5209.765137
	Iteration 42Q: 3 clusters Score -5519173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5519178.000000 Penalty: 5209.765137
	Iteration 43Q: 3 clusters Score -5519178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5519182.500000 Penalty: 5209.765137
	Iteration 44Q: 3 clusters Score -5519182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5519183.000000 Penalty: 5209.765137
	Iteration 45Q: 3 clusters Score -5519183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5519188.000000 Penalty: 5209.765137
	Iteration 46Q: 3 clusters Score -5519188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5519191.000000 Penalty: 5209.765137
	Iteration 47Q: 3 clusters Score -5519191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5519205.500000 Penalty: 5209.765137
	Iteration 48Q: 3 clusters Score -5519206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5519206.000000 Penalty: 5209.765137
	Iteration 49Q: 3 clusters Score -5519206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5519202.000000 Penalty: 5209.765137
	Iteration 50Q: 3 clusters Score -5519202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5519207.000000 Penalty: 5209.765137
	Iteration 51Q: 3 clusters Score -5519207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5519212.500000 Penalty: 5209.765137
	Iteration 52Q: 3 clusters Score -5519212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5519217.500000 Penalty: 5209.765137
	Iteration 53Q: 3 clusters Score -5519218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5519221.000000 Penalty: 5209.765137
	Iteration 54Q: 3 clusters Score -5519221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5519230.000000 Penalty: 5209.765137
	Iteration 55Q: 3 clusters Score -5519230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5519231.000000 Penalty: 5209.765137
	Iteration 56Q: 3 clusters Score -5519231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5519238.500000 Penalty: 5209.765137
	Iteration 57Q: 3 clusters Score -5519238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5519238.000000 Penalty: 5209.765137
	Iteration 58Q: 3 clusters Score -5519238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5519241.500000 Penalty: 5209.765137
	Iteration 59Q: 3 clusters Score -5519242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5519244.000000 Penalty: 5209.765137
	Iteration 60F: 3 clusters Score -5519244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5519242.000000 Penalty: 5209.765137
	Iteration 61Q: 3 clusters Score -5519242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5519248.000000 Penalty: 5209.765137
	Iteration 62Q: 3 clusters Score -5519248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5519250.500000 Penalty: 5209.765137
	Iteration 63Q: 3 clusters Score -5519250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5519252.000000 Penalty: 5209.765137
	Iteration 64Q: 3 clusters Score -5519252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5519251.500000 Penalty: 5209.765137
	Iteration 65Q: 3 clusters Score -5519252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5519261.500000 Penalty: 5209.765137
	Iteration 66Q: 3 clusters Score -5519262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5519261.000000 Penalty: 5209.765137
	Iteration 67Q: 3 clusters Score -5519261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5519262.000000 Penalty: 5209.765137
	Iteration 68Q: 3 clusters Score -5519262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5519259.000000 Penalty: 5209.765137
	Iteration 69Q: 3 clusters Score -5519259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5519262.500000 Penalty: 5209.765137
	Iteration 70Q: 3 clusters Score -5519262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5519264.000000 Penalty: 5209.765137
	Iteration 71Q: 3 clusters Score -5519264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5519264.000000 Penalty: 5209.765137
	Iteration 72F: 3 clusters Score -5519264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -721015.562500 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -721015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -716411.062500 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -716411.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -717665.500000 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -717665.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -717958.750000 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -717958.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -718141.187500 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -718141.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -718290.187500 Penalty: 4238.031738
	Iteration 4Q: 3 clusters Score -718290.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -718411.750000 Penalty: 4238.031738
	Iteration 5Q: 3 clusters Score -718411.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -718500.687500 Penalty: 4238.031738
	Iteration 6Q: 3 clusters Score -718500.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -718574.062500 Penalty: 4238.031738
	Iteration 7Q: 3 clusters Score -718574.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -718633.187500 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -718633.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -718672.437500 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -718672.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -718700.250000 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -718700.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -718725.687500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -718725.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -718752.000000 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -718752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -718770.062500 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -718770.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -718791.250000 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -718791.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -718806.812500 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -718806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -718825.125000 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -718825.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -718839.500000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -718839.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -718857.000000 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -718857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -718870.500000 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -718870.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -718883.500000 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -718883.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -718894.687500 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -718894.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -718909.812500 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -718909.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -718923.125000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -718923.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -718935.062500 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -718935.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -718946.812500 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -718946.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -718956.750000 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -718956.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -718968.437500 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -718968.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -718979.437500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -718979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -718990.375000 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -718990.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -719001.750000 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -719001.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -719016.562500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -719016.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -719027.812500 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -719027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -719042.500000 Penalty: 4238.031738
	Iteration 33Q: 3 clusters Score -719042.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -719053.812500 Penalty: 4238.031738
	Iteration 34Q: 3 clusters Score -719053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -719063.562500 Penalty: 4238.031738
	Iteration 35Q: 3 clusters Score -719063.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -719069.125000 Penalty: 4238.031738
	Iteration 36Q: 3 clusters Score -719069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -719076.687500 Penalty: 4238.031738
	Iteration 37Q: 3 clusters Score -719076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -719085.375000 Penalty: 4238.031738
	Iteration 38Q: 3 clusters Score -719085.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -719092.500000 Penalty: 4238.031738
	Iteration 39Q: 3 clusters Score -719092.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -719100.375000 Penalty: 4238.031738
	Iteration 40F: 3 clusters Score -719100.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -719104.062500 Penalty: 4238.031738
	Iteration 41Q: 3 clusters Score -719104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -719111.187500 Penalty: 4238.031738
	Iteration 42Q: 3 clusters Score -719111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -719118.687500 Penalty: 4238.031738
	Iteration 43Q: 3 clusters Score -719118.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -719127.812500 Penalty: 4238.031738
	Iteration 44Q: 3 clusters Score -719127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -719137.250000 Penalty: 4238.031738
	Iteration 45Q: 3 clusters Score -719137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -719148.250000 Penalty: 4238.031738
	Iteration 46Q: 3 clusters Score -719148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -719153.250000 Penalty: 4238.031738
	Iteration 47Q: 3 clusters Score -719153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -719156.312500 Penalty: 4238.031738
	Iteration 48Q: 3 clusters Score -719156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -719158.125000 Penalty: 4238.031738
	Iteration 49Q: 3 clusters Score -719158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -719159.562500 Penalty: 4238.031738
	Iteration 50Q: 3 clusters Score -719159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -719159.875000 Penalty: 4238.031738
	Iteration 51Q: 3 clusters Score -719159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -719161.937500 Penalty: 4238.031738
	Iteration 52Q: 3 clusters Score -719161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -719163.312500 Penalty: 4238.031738
	Iteration 53Q: 3 clusters Score -719163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -719166.062500 Penalty: 4238.031738
	Iteration 54Q: 3 clusters Score -719166.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -719169.437500 Penalty: 4238.031738
	Iteration 55Q: 3 clusters Score -719169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -719171.500000 Penalty: 4238.031738
	Iteration 56Q: 3 clusters Score -719171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -719174.625000 Penalty: 4238.031738
	Iteration 57Q: 3 clusters Score -719174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -719175.500000 Penalty: 4238.031738
	Iteration 58Q: 3 clusters Score -719175.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -719180.375000 Penalty: 4238.031738
	Iteration 59Q: 3 clusters Score -719180.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -719183.312500 Penalty: 4238.031738
	Iteration 60F: 3 clusters Score -719183.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -719185.625000 Penalty: 4238.031738
	Iteration 61Q: 3 clusters Score -719185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -719188.437500 Penalty: 4238.031738
	Iteration 62Q: 3 clusters Score -719188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -719191.312500 Penalty: 4238.031738
	Iteration 63Q: 3 clusters Score -719191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -719194.562500 Penalty: 4238.031738
	Iteration 64Q: 3 clusters Score -719194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -719197.125000 Penalty: 4238.031738
	Iteration 65Q: 3 clusters Score -719197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -719198.062500 Penalty: 4238.031738
	Iteration 66Q: 3 clusters Score -719198.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -719202.375000 Penalty: 4238.031738
	Iteration 67Q: 3 clusters Score -719202.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -719206.937500 Penalty: 4238.031738
	Iteration 68Q: 3 clusters Score -719206.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -719212.500000 Penalty: 4238.031738
	Iteration 69Q: 3 clusters Score -719212.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -719219.437500 Penalty: 4238.031738
	Iteration 70Q: 3 clusters Score -719219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -719225.437500 Penalty: 4238.031738
	Iteration 71Q: 3 clusters Score -719225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -719228.937500 Penalty: 4238.031738
	Iteration 72Q: 3 clusters Score -719228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -719234.750000 Penalty: 4238.031738
	Iteration 73Q: 3 clusters Score -719234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -719239.687500 Penalty: 4238.031738
	Iteration 74Q: 3 clusters Score -719239.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -719244.312500 Penalty: 4238.031738
	Iteration 75Q: 3 clusters Score -719244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -719248.500000 Penalty: 4238.031738
	Iteration 76Q: 3 clusters Score -719248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -719253.562500 Penalty: 4238.031738
	Iteration 77Q: 3 clusters Score -719253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -719258.062500 Penalty: 4238.031738
	Iteration 78Q: 3 clusters Score -719258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -719264.750000 Penalty: 4238.031738
	Iteration 79Q: 3 clusters Score -719264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -719273.062500 Penalty: 4238.031738
	Iteration 80F: 3 clusters Score -719273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -719280.125000 Penalty: 4238.031738
	Iteration 81Q: 3 clusters Score -719280.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -719292.750000 Penalty: 4238.031738
	Iteration 82Q: 3 clusters Score -719292.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -719303.312500 Penalty: 4238.031738
	Iteration 83Q: 3 clusters Score -719303.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -719313.500000 Penalty: 4238.031738
	Iteration 84Q: 3 clusters Score -719313.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -719327.750000 Penalty: 4238.031738
	Iteration 85Q: 3 clusters Score -719327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -719340.250000 Penalty: 4238.031738
	Iteration 86Q: 3 clusters Score -719340.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -719353.562500 Penalty: 4238.031738
	Iteration 87Q: 3 clusters Score -719353.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -719370.562500 Penalty: 4238.031738
	Iteration 88Q: 3 clusters Score -719370.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -719384.625000 Penalty: 4238.031738
	Iteration 89Q: 3 clusters Score -719384.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -719392.562500 Penalty: 4238.031738
	Iteration 90Q: 3 clusters Score -719392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -719401.937500 Penalty: 4238.031738
	Iteration 91Q: 3 clusters Score -719401.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -719408.250000 Penalty: 4238.031738
	Iteration 92Q: 3 clusters Score -719408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -719417.750000 Penalty: 4238.031738
	Iteration 93Q: 3 clusters Score -719417.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -719424.500000 Penalty: 4238.031738
	Iteration 94Q: 3 clusters Score -719424.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -719429.625000 Penalty: 4238.031738
	Iteration 95Q: 3 clusters Score -719429.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -719434.312500 Penalty: 4238.031738
	Iteration 96Q: 3 clusters Score -719434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -719440.062500 Penalty: 4238.031738
	Iteration 97Q: 3 clusters Score -719440.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -719448.125000 Penalty: 4238.031738
	Iteration 98Q: 3 clusters Score -719448.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -719457.500000 Penalty: 4238.031738
	Iteration 99Q: 3 clusters Score -719457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -719465.625000 Penalty: 4238.031738
	Iteration 100F: 3 clusters Score -719465.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -719471.062500 Penalty: 4238.031738
	Iteration 101Q: 3 clusters Score -719471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -719472.500000 Penalty: 4238.031738
	Iteration 102Q: 3 clusters Score -719472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -719472.062500 Penalty: 4238.031738
	Iteration 103Q: 3 clusters Score -719472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -719473.562500 Penalty: 4238.031738
	Iteration 104Q: 3 clusters Score -719473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -719473.562500 Penalty: 4238.031738
	Iteration 105F: 3 clusters Score -719473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72034.554688 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72034.55 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72435.757812 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72435.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73034.882812 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -73034.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -73542.023438 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73542.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74007.117188 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -74007.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74107.789062 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -74107.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74204.460938 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74204.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74280.460938 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74280.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74335.054688 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74335.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74372.593750 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74372.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74404.125000 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74404.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74431.257812 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74431.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74442.539062 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74442.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74466.742188 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -74466.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74552.328125 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -74552.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74811.734375 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -74811.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74811.734375 Penalty: 3137.770020
	Iteration 16F: 3 clusters Score -74811.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95393 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 22423 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 24717 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25080 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 298 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 111468 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104161568.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104162272.000000 to -104161568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -610402.437500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -610402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -606148.687500 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -606148.7 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -607293.750000 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -607293.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -607598.750000 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -607598.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -607896.125000 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -607896.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -608160.937500 Penalty: 4193.837402
	Iteration 4F: 3 clusters Score -608160.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -608389.750000 Penalty: 4193.837402
	Iteration 5F: 3 clusters Score -608389.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -608621.125000 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -608621.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -608858.500000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -608858.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -609155.375000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -609155.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -609513.750000 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -609513.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -609734.312500 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -609734.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -609876.875000 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -609876.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -609977.187500 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -609977.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -610087.375000 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -610087.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -610172.312500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -610172.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -610225.125000 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -610225.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -610250.062500 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -610250.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -610259.875000 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -610259.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -610270.750000 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -610270.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -610275.875000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -610275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -610278.000000 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -610278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -610282.625000 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -610282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -610282.250000 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -610282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -610286.562500 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -610286.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -610290.937500 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -610290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -610291.625000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -610291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -610293.687500 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -610293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -610297.062500 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -610297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -610298.000000 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -610298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -610299.312500 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -610299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -610302.062500 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -610302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -610304.500000 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -610304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -610304.125000 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -610304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -610305.687500 Penalty: 4193.837402
	Iteration 33Q: 3 clusters Score -610305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -610305.437500 Penalty: 4193.837402
	Iteration 34Q: 3 clusters Score -610305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -610308.125000 Penalty: 4193.837402
	Iteration 35Q: 3 clusters Score -610308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -610308.187500 Penalty: 4193.837402
	Iteration 36Q: 3 clusters Score -610308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -610307.625000 Penalty: 4193.837402
	Iteration 37Q: 3 clusters Score -610307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -610307.562500 Penalty: 4193.837402
	Iteration 38Q: 3 clusters Score -610307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -610309.500000 Penalty: 4193.837402
	Iteration 39Q: 3 clusters Score -610309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -610308.812500 Penalty: 4193.837402
	Iteration 40F: 3 clusters Score -610308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -610309.937500 Penalty: 4193.837402
	Iteration 41Q: 3 clusters Score -610309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -610309.937500 Penalty: 4193.837402
	Iteration 42F: 3 clusters Score -610309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -220907.000000 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -220907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -218624.109375 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -218624.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -219076.421875 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -219076.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219269.578125 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -219269.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -219389.953125 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -219390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -219499.906250 Penalty: 3645.856201
	Iteration 4Q: 3 clusters Score -219499.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -219610.843750 Penalty: 3645.856201
	Iteration 5Q: 3 clusters Score -219610.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -219728.937500 Penalty: 3645.856201
	Iteration 6Q: 3 clusters Score -219728.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219845.421875 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -219845.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -219954.937500 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -219954.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -220078.171875 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -220078.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -220171.000000 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -220171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220243.609375 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -220243.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220303.093750 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -220303.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220336.500000 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -220336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -220360.234375 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -220360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -220365.015625 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -220365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -220372.859375 Penalty: 3645.856201
	Iteration 16Q: 3 clusters Score -220372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220374.046875 Penalty: 3645.856201
	Iteration 17Q: 3 clusters Score -220374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -220381.234375 Penalty: 3645.856201
	Iteration 18Q: 3 clusters Score -220381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -220390.843750 Penalty: 3645.856201
	Iteration 19Q: 3 clusters Score -220390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -220404.531250 Penalty: 3645.856201
	Iteration 20F: 3 clusters Score -220404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -220413.218750 Penalty: 3645.856201
	Iteration 21Q: 3 clusters Score -220413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220417.984375 Penalty: 3645.856201
	Iteration 22Q: 3 clusters Score -220418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -220418.656250 Penalty: 3645.856201
	Iteration 23Q: 3 clusters Score -220418.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220419.046875 Penalty: 3645.856201
	Iteration 24Q: 3 clusters Score -220419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -220419.046875 Penalty: 3645.856201
	Iteration 25F: 3 clusters Score -220419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -2348550.000000 Penalty: 2391.487793
	Iteration 0F: 2 clusters Score -2348550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2337462.000000 Penalty: 4782.975586
	Iteration 0F: 3 clusters Score -2337462 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2341038.000000 Penalty: 4782.975586
	Iteration 1F: 3 clusters Score -2341038 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2341450.500000 Penalty: 4782.975586
	Iteration 2F: 3 clusters Score -2341450 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2341811.500000 Penalty: 4782.975586
	Iteration 3Q: 3 clusters Score -2341812 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2342152.000000 Penalty: 4782.975586
	Iteration 4Q: 3 clusters Score -2342152 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2342532.000000 Penalty: 4782.975586
	Iteration 5Q: 3 clusters Score -2342532 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2342888.500000 Penalty: 4782.975586
	Iteration 6Q: 3 clusters Score -2342888 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2343203.750000 Penalty: 4782.975586
	Iteration 7Q: 3 clusters Score -2343204 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2343519.250000 Penalty: 4782.975586
	Iteration 8Q: 3 clusters Score -2343519 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2343780.250000 Penalty: 4782.975586
	Iteration 9Q: 3 clusters Score -2343780 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2344003.750000 Penalty: 4782.975586
	Iteration 10Q: 3 clusters Score -2344004 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2344209.250000 Penalty: 4782.975586
	Iteration 11Q: 3 clusters Score -2344209 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2344347.500000 Penalty: 4782.975586
	Iteration 12Q: 3 clusters Score -2344348 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2344455.250000 Penalty: 4782.975586
	Iteration 13Q: 3 clusters Score -2344455 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2344541.500000 Penalty: 4782.975586
	Iteration 14Q: 3 clusters Score -2344542 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2344617.500000 Penalty: 4782.975586
	Iteration 15Q: 3 clusters Score -2344618 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2344692.500000 Penalty: 4782.975586
	Iteration 16Q: 3 clusters Score -2344692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2344739.250000 Penalty: 4782.975586
	Iteration 17Q: 3 clusters Score -2344739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2344779.500000 Penalty: 4782.975586
	Iteration 18Q: 3 clusters Score -2344780 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2344820.000000 Penalty: 4782.975586
	Iteration 19Q: 3 clusters Score -2344820 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2344862.000000 Penalty: 4782.975586
	Iteration 20F: 3 clusters Score -2344862 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2344890.750000 Penalty: 4782.975586
	Iteration 21Q: 3 clusters Score -2344891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2344940.750000 Penalty: 4782.975586
	Iteration 22Q: 3 clusters Score -2344941 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2344971.250000 Penalty: 4782.975586
	Iteration 23Q: 3 clusters Score -2344971 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2345018.000000 Penalty: 4782.975586
	Iteration 24Q: 3 clusters Score -2345018 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2345073.250000 Penalty: 4782.975586
	Iteration 25Q: 3 clusters Score -2345073 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2345124.250000 Penalty: 4782.975586
	Iteration 26Q: 3 clusters Score -2345124 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2345170.750000 Penalty: 4782.975586
	Iteration 27Q: 3 clusters Score -2345171 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2345216.500000 Penalty: 4782.975586
	Iteration 28Q: 3 clusters Score -2345216 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2345268.500000 Penalty: 4782.975586
	Iteration 29Q: 3 clusters Score -2345268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2345329.250000 Penalty: 4782.975586
	Iteration 30Q: 3 clusters Score -2345329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2345387.500000 Penalty: 4782.975586
	Iteration 31Q: 3 clusters Score -2345388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2345462.250000 Penalty: 4782.975586
	Iteration 32Q: 3 clusters Score -2345462 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2345533.000000 Penalty: 4782.975586
	Iteration 33Q: 3 clusters Score -2345533 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2345593.750000 Penalty: 4782.975586
	Iteration 34Q: 3 clusters Score -2345594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2345670.250000 Penalty: 4782.975586
	Iteration 35Q: 3 clusters Score -2345670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2345759.750000 Penalty: 4782.975586
	Iteration 36Q: 3 clusters Score -2345760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2345855.250000 Penalty: 4782.975586
	Iteration 37Q: 3 clusters Score -2345855 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2345959.500000 Penalty: 4782.975586
	Iteration 38Q: 3 clusters Score -2345960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2346058.250000 Penalty: 4782.975586
	Iteration 39Q: 3 clusters Score -2346058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2346144.750000 Penalty: 4782.975586
	Iteration 40F: 3 clusters Score -2346145 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2346224.750000 Penalty: 4782.975586
	Iteration 41Q: 3 clusters Score -2346225 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2346301.500000 Penalty: 4782.975586
	Iteration 42Q: 3 clusters Score -2346302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2346357.000000 Penalty: 4782.975586
	Iteration 43Q: 3 clusters Score -2346357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2346413.000000 Penalty: 4782.975586
	Iteration 44Q: 3 clusters Score -2346413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2346459.500000 Penalty: 4782.975586
	Iteration 45Q: 3 clusters Score -2346460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2346489.250000 Penalty: 4782.975586
	Iteration 46Q: 3 clusters Score -2346489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2346512.500000 Penalty: 4782.975586
	Iteration 47Q: 3 clusters Score -2346512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2346541.000000 Penalty: 4782.975586
	Iteration 48Q: 3 clusters Score -2346541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2346561.000000 Penalty: 4782.975586
	Iteration 49Q: 3 clusters Score -2346561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2346578.000000 Penalty: 4782.975586
	Iteration 50Q: 3 clusters Score -2346578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2346595.250000 Penalty: 4782.975586
	Iteration 51Q: 3 clusters Score -2346595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2346612.500000 Penalty: 4782.975586
	Iteration 52Q: 3 clusters Score -2346612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2346630.750000 Penalty: 4782.975586
	Iteration 53Q: 3 clusters Score -2346631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2346644.000000 Penalty: 4782.975586
	Iteration 54Q: 3 clusters Score -2346644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2346662.000000 Penalty: 4782.975586
	Iteration 55Q: 3 clusters Score -2346662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2346671.250000 Penalty: 4782.975586
	Iteration 56Q: 3 clusters Score -2346671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2346684.000000 Penalty: 4782.975586
	Iteration 57Q: 3 clusters Score -2346684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2346692.250000 Penalty: 4782.975586
	Iteration 58Q: 3 clusters Score -2346692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2346702.750000 Penalty: 4782.975586
	Iteration 59Q: 3 clusters Score -2346703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2346717.500000 Penalty: 4782.975586
	Iteration 60F: 3 clusters Score -2346718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2346731.000000 Penalty: 4782.975586
	Iteration 61Q: 3 clusters Score -2346731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2346747.000000 Penalty: 4782.975586
	Iteration 62Q: 3 clusters Score -2346747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2346756.500000 Penalty: 4782.975586
	Iteration 63Q: 3 clusters Score -2346756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2346763.750000 Penalty: 4782.975586
	Iteration 64Q: 3 clusters Score -2346764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2346770.000000 Penalty: 4782.975586
	Iteration 65Q: 3 clusters Score -2346770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2346775.500000 Penalty: 4782.975586
	Iteration 66Q: 3 clusters Score -2346776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2346783.750000 Penalty: 4782.975586
	Iteration 67Q: 3 clusters Score -2346784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2346790.750000 Penalty: 4782.975586
	Iteration 68Q: 3 clusters Score -2346791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2346793.000000 Penalty: 4782.975586
	Iteration 69Q: 3 clusters Score -2346793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2346793.750000 Penalty: 4782.975586
	Iteration 70Q: 3 clusters Score -2346794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2346796.250000 Penalty: 4782.975586
	Iteration 71Q: 3 clusters Score -2346796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2346796.250000 Penalty: 4782.975586
	Iteration 72F: 3 clusters Score -2346796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -87866.703125 Penalty: 1635.753540
	Iteration 0F: 2 clusters Score -87866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86364.804688 Penalty: 3271.507080
	Iteration 0F: 3 clusters Score -86364.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87036.664062 Penalty: 3271.507080
	Iteration 1F: 3 clusters Score -87036.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87263.914062 Penalty: 3271.507080
	Iteration 2F: 3 clusters Score -87263.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87445.445312 Penalty: 3271.507080
	Iteration 3F: 3 clusters Score -87445.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -87542.398438 Penalty: 3271.507080
	Iteration 4Q: 3 clusters Score -87542.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -87606.007812 Penalty: 3271.507080
	Iteration 5Q: 3 clusters Score -87606.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -87662.359375 Penalty: 3271.507080
	Iteration 6Q: 3 clusters Score -87662.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87698.984375 Penalty: 3271.507080
	Iteration 7Q: 3 clusters Score -87698.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -87724.398438 Penalty: 3271.507080
	Iteration 8Q: 3 clusters Score -87724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -87726.757812 Penalty: 3271.507080
	Iteration 9Q: 3 clusters Score -87726.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -87728.710938 Penalty: 3271.507080
	Iteration 10Q: 3 clusters Score -87728.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -87728.710938 Penalty: 3271.507080
	Iteration 11F: 3 clusters Score -87728.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (111468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Entering Unmasked Estep 
Score: -17209362.000000 Penalty: 2882.130127
	Iteration 0F: 2 clusters Score -1.720936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -17137994.000000 Penalty: 5764.260254
	Iteration 0F: 3 clusters Score -1.713799e+07 nChanged 52794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -17169110.000000 Penalty: 5764.260254
	Iteration 1F: 3 clusters Score -1.716911e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -17170556.000000 Penalty: 5764.260254
	Iteration 2Q: 3 clusters Score -1.717056e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -17172454.000000 Penalty: 5764.260254
	Iteration 3Q: 3 clusters Score -1.717245e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -17174560.000000 Penalty: 5764.260254
	Iteration 4Q: 3 clusters Score -1.717456e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -17176974.000000 Penalty: 5764.260254
	Iteration 5Q: 3 clusters Score -1.717697e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -17180324.000000 Penalty: 5764.260254
	Iteration 6F: 3 clusters Score -1.718032e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -17184176.000000 Penalty: 5764.260254
	Iteration 7F: 3 clusters Score -1.718418e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -17188268.000000 Penalty: 5764.260254
	Iteration 8F: 3 clusters Score -1.718827e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -17191740.000000 Penalty: 5764.260254
	Iteration 9F: 3 clusters Score -1.719174e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -17193708.000000 Penalty: 5764.260254
	Iteration 10Q: 3 clusters Score -1.719371e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -17194616.000000 Penalty: 5764.260254
	Iteration 11Q: 3 clusters Score -1.719462e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -17195108.000000 Penalty: 5764.260254
	Iteration 12Q: 3 clusters Score -1.719511e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -17195440.000000 Penalty: 5764.260254
	Iteration 13Q: 3 clusters Score -1.719544e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -17195654.000000 Penalty: 5764.260254
	Iteration 14Q: 3 clusters Score -1.719565e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -17195872.000000 Penalty: 5764.260254
	Iteration 15Q: 3 clusters Score -1.719587e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -17196208.000000 Penalty: 5764.260254
	Iteration 16Q: 3 clusters Score -1.719621e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -17196478.000000 Penalty: 5764.260254
	Iteration 17Q: 3 clusters Score -1.719648e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -17196768.000000 Penalty: 5764.260254
	Iteration 18Q: 3 clusters Score -1.719677e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -17197020.000000 Penalty: 5764.260254
	Iteration 19Q: 3 clusters Score -1.719702e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -17197322.000000 Penalty: 5764.260254
	Iteration 20F: 3 clusters Score -1.719732e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -17197630.000000 Penalty: 5764.260254
	Iteration 21Q: 3 clusters Score -1.719763e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -17198004.000000 Penalty: 5764.260254
	Iteration 22Q: 3 clusters Score -1.7198e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -17198420.000000 Penalty: 5764.260254
	Iteration 23Q: 3 clusters Score -1.719842e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -17198878.000000 Penalty: 5764.260254
	Iteration 24Q: 3 clusters Score -1.719888e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -17199340.000000 Penalty: 5764.260254
	Iteration 25Q: 3 clusters Score -1.719934e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -17199944.000000 Penalty: 5764.260254
	Iteration 26Q: 3 clusters Score -1.719994e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -17200524.000000 Penalty: 5764.260254
	Iteration 27Q: 3 clusters Score -1.720052e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -17201078.000000 Penalty: 5764.260254
	Iteration 28Q: 3 clusters Score -1.720108e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -17201578.000000 Penalty: 5764.260254
	Iteration 29Q: 3 clusters Score -1.720158e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -17202026.000000 Penalty: 5764.260254
	Iteration 30Q: 3 clusters Score -1.720203e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -17202548.000000 Penalty: 5764.260254
	Iteration 31Q: 3 clusters Score -1.720255e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99608 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -17203072.000000 Penalty: 5764.260254
	Iteration 32Q: 3 clusters Score -1.720307e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -17203536.000000 Penalty: 5764.260254
	Iteration 33Q: 3 clusters Score -1.720354e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102027 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -17203966.000000 Penalty: 5764.260254
	Iteration 34Q: 3 clusters Score -1.720397e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -17204332.000000 Penalty: 5764.260254
	Iteration 35Q: 3 clusters Score -1.720433e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -17204670.000000 Penalty: 5764.260254
	Iteration 36Q: 3 clusters Score -1.720467e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -17204970.000000 Penalty: 5764.260254
	Iteration 37Q: 3 clusters Score -1.720497e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -17205304.000000 Penalty: 5764.260254
	Iteration 38Q: 3 clusters Score -1.72053e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -17205538.000000 Penalty: 5764.260254
	Iteration 39Q: 3 clusters Score -1.720554e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -17205728.000000 Penalty: 5764.260254
	Iteration 40F: 3 clusters Score -1.720573e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -17205824.000000 Penalty: 5764.260254
	Iteration 41Q: 3 clusters Score -1.720582e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -17205948.000000 Penalty: 5764.260254
	Iteration 42Q: 3 clusters Score -1.720595e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17206024.000000 Penalty: 5764.260254
	Iteration 43Q: 3 clusters Score -1.720602e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17206176.000000 Penalty: 5764.260254
	Iteration 44Q: 3 clusters Score -1.720618e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -17206322.000000 Penalty: 5764.260254
	Iteration 45Q: 3 clusters Score -1.720632e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -17206392.000000 Penalty: 5764.260254
	Iteration 46Q: 3 clusters Score -1.720639e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17206444.000000 Penalty: 5764.260254
	Iteration 47Q: 3 clusters Score -1.720644e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109329 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -17206498.000000 Penalty: 5764.260254
	Iteration 48Q: 3 clusters Score -1.72065e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17206556.000000 Penalty: 5764.260254
	Iteration 49Q: 3 clusters Score -1.720656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17206602.000000 Penalty: 5764.260254
	Iteration 50Q: 3 clusters Score -1.72066e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -17206676.000000 Penalty: 5764.260254
	Iteration 51Q: 3 clusters Score -1.720668e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -17206694.000000 Penalty: 5764.260254
	Iteration 52Q: 3 clusters Score -1.720669e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -17206714.000000 Penalty: 5764.260254
	Iteration 53Q: 3 clusters Score -1.720671e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -17206764.000000 Penalty: 5764.260254
	Iteration 54Q: 3 clusters Score -1.720676e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -17206778.000000 Penalty: 5764.260254
	Iteration 55Q: 3 clusters Score -1.720678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -17206822.000000 Penalty: 5764.260254
	Iteration 56Q: 3 clusters Score -1.720682e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -17206810.000000 Penalty: 5764.260254
	Iteration 57Q: 3 clusters Score -1.720681e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109991 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -17206818.000000 Penalty: 5764.260254
	Iteration 58Q: 3 clusters Score -1.720682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17206838.000000 Penalty: 5764.260254
	Iteration 59Q: 3 clusters Score -1.720684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17206846.000000 Penalty: 5764.260254
	Iteration 60F: 3 clusters Score -1.720685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17206862.000000 Penalty: 5764.260254
	Iteration 61Q: 3 clusters Score -1.720686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -17206864.000000 Penalty: 5764.260254
	Iteration 62Q: 3 clusters Score -1.720686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17206852.000000 Penalty: 5764.260254
	Iteration 63Q: 3 clusters Score -1.720685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17206872.000000 Penalty: 5764.260254
	Iteration 64Q: 3 clusters Score -1.720687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17206878.000000 Penalty: 5764.260254
	Iteration 65Q: 3 clusters Score -1.720688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17206900.000000 Penalty: 5764.260254
	Iteration 66Q: 3 clusters Score -1.72069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -17206908.000000 Penalty: 5764.260254
	Iteration 67Q: 3 clusters Score -1.720691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -17206910.000000 Penalty: 5764.260254
	Iteration 68Q: 3 clusters Score -1.720691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17206918.000000 Penalty: 5764.260254
	Iteration 69Q: 3 clusters Score -1.720692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110213 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -17206932.000000 Penalty: 5764.260254
	Iteration 70Q: 3 clusters Score -1.720693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -17206940.000000 Penalty: 5764.260254
	Iteration 71Q: 3 clusters Score -1.720694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110234 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -17206934.000000 Penalty: 5764.260254
	Iteration 72Q: 3 clusters Score -1.720693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -17206934.000000 Penalty: 5764.260254
	Iteration 73Q: 3 clusters Score -1.720693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -17206928.000000 Penalty: 5764.260254
	Iteration 74Q: 3 clusters Score -1.720693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17206932.000000 Penalty: 5764.260254
	Iteration 75Q: 3 clusters Score -1.720693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -17206932.000000 Penalty: 5764.260254
	Iteration 76Q: 3 clusters Score -1.720693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17206926.000000 Penalty: 5764.260254
	Iteration 77Q: 3 clusters Score -1.720693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17206920.000000 Penalty: 5764.260254
	Iteration 78Q: 3 clusters Score -1.720692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17206930.000000 Penalty: 5764.260254
	Iteration 79Q: 3 clusters Score -1.720693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17206934.000000 Penalty: 5764.260254
	Iteration 80F: 3 clusters Score -1.720693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -17206946.000000 Penalty: 5764.260254
	Iteration 81Q: 3 clusters Score -1.720695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -17206962.000000 Penalty: 5764.260254
	Iteration 82Q: 3 clusters Score -1.720696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -17206958.000000 Penalty: 5764.260254
	Iteration 83Q: 3 clusters Score -1.720696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110269 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17206956.000000 Penalty: 5764.260254
	Iteration 84Q: 3 clusters Score -1.720696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -17206954.000000 Penalty: 5764.260254
	Iteration 85Q: 3 clusters Score -1.720695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110282 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -17206970.000000 Penalty: 5764.260254
	Iteration 86Q: 3 clusters Score -1.720697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17206984.000000 Penalty: 5764.260254
	Iteration 87Q: 3 clusters Score -1.720698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17206992.000000 Penalty: 5764.260254
	Iteration 88Q: 3 clusters Score -1.720699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17207000.000000 Penalty: 5764.260254
	Iteration 89Q: 3 clusters Score -1.7207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17207006.000000 Penalty: 5764.260254
	Iteration 90Q: 3 clusters Score -1.720701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110318 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17206992.000000 Penalty: 5764.260254
	Iteration 91Q: 3 clusters Score -1.720699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -17206992.000000 Penalty: 5764.260254
	Iteration 92Q: 3 clusters Score -1.720699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17206998.000000 Penalty: 5764.260254
	Iteration 93Q: 3 clusters Score -1.7207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110335 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -17207008.000000 Penalty: 5764.260254
	Iteration 94Q: 3 clusters Score -1.720701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17207002.000000 Penalty: 5764.260254
	Iteration 95Q: 3 clusters Score -1.7207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17207006.000000 Penalty: 5764.260254
	Iteration 96Q: 3 clusters Score -1.720701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -17206998.000000 Penalty: 5764.260254
	Iteration 97Q: 3 clusters Score -1.7207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17207006.000000 Penalty: 5764.260254
	Iteration 98Q: 3 clusters Score -1.720701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -17206998.000000 Penalty: 5764.260254
	Iteration 99Q: 3 clusters Score -1.7207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -17207002.000000 Penalty: 5764.260254
	Iteration 100F: 3 clusters Score -1.7207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -223189.578125 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -223189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -220920.390625 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -220920.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -221580.421875 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -221580.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -221940.000000 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -221940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -222279.640625 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -222279.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -222474.906250 Penalty: 3645.856201
	Iteration 4F: 3 clusters Score -222474.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -222601.328125 Penalty: 3645.856201
	Iteration 5Q: 3 clusters Score -222601.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -222704.750000 Penalty: 3645.856201
	Iteration 6Q: 3 clusters Score -222704.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222769.593750 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -222769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -222805.750000 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -222805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -222819.468750 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -222819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -222830.000000 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -222830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -222836.734375 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -222836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -222839.140625 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -222839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -222845.062500 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -222845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -222849.062500 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -222849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -222849.984375 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -222850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -222849.984375 Penalty: 3645.856201
	Iteration 16F: 3 clusters Score -222850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Entering Unmasked Estep 
Score: -1474003.750000 Penalty: 2278.672852
	Iteration 0F: 2 clusters Score -1474004 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 4889 members 
Entering Unmasked Estep 
Score: -1466497.625000 Penalty: 4557.345703
	Iteration 0F: 3 clusters Score -1466498 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1468765.625000 Penalty: 4557.345703
	Iteration 1F: 3 clusters Score -1468766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1469105.875000 Penalty: 4557.345703
	Iteration 2F: 3 clusters Score -1469106 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1469365.875000 Penalty: 4557.345703
	Iteration 3F: 3 clusters Score -1469366 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1469633.500000 Penalty: 4557.345703
	Iteration 4Q: 3 clusters Score -1469634 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1469911.750000 Penalty: 4557.345703
	Iteration 5Q: 3 clusters Score -1469912 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1470236.500000 Penalty: 4557.345703
	Iteration 6Q: 3 clusters Score -1470236 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1470653.625000 Penalty: 4557.345703
	Iteration 7Q: 3 clusters Score -1470654 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1471103.500000 Penalty: 4557.345703
	Iteration 8F: 3 clusters Score -1471104 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1471422.375000 Penalty: 4557.345703
	Iteration 9F: 3 clusters Score -1471422 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1471665.000000 Penalty: 4557.345703
	Iteration 10Q: 3 clusters Score -1471665 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1471896.375000 Penalty: 4557.345703
	Iteration 11Q: 3 clusters Score -1471896 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1472129.250000 Penalty: 4557.345703
	Iteration 12Q: 3 clusters Score -1472129 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1472410.625000 Penalty: 4557.345703
	Iteration 13Q: 3 clusters Score -1472411 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1472708.375000 Penalty: 4557.345703
	Iteration 14Q: 3 clusters Score -1472708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1472938.000000 Penalty: 4557.345703
	Iteration 15Q: 3 clusters Score -1472938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1473074.625000 Penalty: 4557.345703
	Iteration 16Q: 3 clusters Score -1473075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1473148.000000 Penalty: 4557.345703
	Iteration 17Q: 3 clusters Score -1473148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1473188.375000 Penalty: 4557.345703
	Iteration 18Q: 3 clusters Score -1473188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1473210.500000 Penalty: 4557.345703
	Iteration 19Q: 3 clusters Score -1473210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1473225.375000 Penalty: 4557.345703
	Iteration 20F: 3 clusters Score -1473225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1473232.375000 Penalty: 4557.345703
	Iteration 21Q: 3 clusters Score -1473232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1473240.375000 Penalty: 4557.345703
	Iteration 22Q: 3 clusters Score -1473240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1473245.000000 Penalty: 4557.345703
	Iteration 23Q: 3 clusters Score -1473245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1473249.875000 Penalty: 4557.345703
	Iteration 24Q: 3 clusters Score -1473250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1473250.000000 Penalty: 4557.345703
	Iteration 25Q: 3 clusters Score -1473250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1473253.500000 Penalty: 4557.345703
	Iteration 26Q: 3 clusters Score -1473254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1473253.500000 Penalty: 4557.345703
	Iteration 27F: 3 clusters Score -1473254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -117610.054688 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -117610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115813.179688 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -115813.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -116266.554688 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -116266.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -116491.289062 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -116491.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -116627.515625 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -116627.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -116731.867188 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -116731.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -116841.429688 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -116841.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -116948.390625 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -116948.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -117001.789062 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -117001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -117052.710938 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -117052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -117087.679688 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -117087.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -117140.257812 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -117140.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -117234.562500 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -117234.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -117388.390625 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -117388.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -117543.140625 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -117543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -117617.437500 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -117617.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -117682.226562 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -117682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -117724.507812 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -117724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -117775.226562 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -117775.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -117805.179688 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -117805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -117830.851562 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -117830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -117836.734375 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -117836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -117852.414062 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -117852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -117865.804688 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -117865.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -117876.085938 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -117876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -117900.742188 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -117900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -117906.093750 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -117906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -117906.093750 Penalty: 3376.187500
	Iteration 26F: 3 clusters Score -117906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95393 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 22423 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 24717 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25080 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 111468 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 216 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104161056.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104162272.000000 to -104161056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -49348.781250 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -49348.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48088.195312 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -48088.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48407.390625 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -48407.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48567.667969 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -48567.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48601.441406 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -48601.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48613.621094 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -48613.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48613.621094 Penalty: 2970.524658
	Iteration 5F: 3 clusters Score -48613.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97018.312500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97018.31 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97332.273438 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97332.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97452.304688 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97452.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97490.921875 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97490.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97515.632812 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97515.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97532.492188 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97532.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97546.531250 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97546.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97554.695312 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97559.171875 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97559.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97561.664062 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97561.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97565.515625 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97565.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97569.179688 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97569.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97569.179688 Penalty: 3267.424805
	Iteration 12F: 3 clusters Score -97569.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 137944 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95393 members 
Mstep: Class 14 contains 15040 members 
Mstep: Class 15 contains 22423 members 
Mstep: Class 16 contains 5402 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 36470 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 24717 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25080 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 36445 members 
Mstep: Class 26 contains 5138 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1557 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 111468 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9781 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162376.000000 Penalty: 123466.296875
Iteration 159Q: 38 clusters Score -1.041624e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 2148 members 
Mstep: Class 3 contains 138200 members 
Mstep: Class 4 contains 225 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 4884 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95412 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 22420 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 17689 members 
Mstep: Class 19 contains 36676 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 24858 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25077 members 
Mstep: Class 24 contains 13757 members 
Mstep: Class 25 contains 36453 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 110836 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9780 members 
Mstep: Class 35 contains 904 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162552.000000 Penalty: 123466.296875
Iteration 160F: 38 clusters Score -1.041626e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 138442 members 
Mstep: Class 4 contains 220 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 4885 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95420 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 22425 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 36903 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25085 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 36454 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4704 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 110224 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 9779 members 
Mstep: Class 35 contains 908 members 
Mstep: Class 37 contains 400 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162872.000000 Penalty: 123466.296875
Iteration 161Q: 38 clusters Score -1.041629e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2160 members 
Mstep: Class 3 contains 138574 members 
Mstep: Class 4 contains 215 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 4885 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95429 members 
Mstep: Class 14 contains 15045 members 
Mstep: Class 15 contains 22412 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 37169 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 25140 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25089 members 
Mstep: Class 24 contains 13764 members 
Mstep: Class 25 contains 36453 members 
Mstep: Class 26 contains 5126 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4705 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 109703 members 
Mstep: Class 33 contains 1555 members 
Mstep: Class 34 contains 9777 members 
Mstep: Class 35 contains 911 members 
Mstep: Class 37 contains 404 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163480.000000 Penalty: 123466.296875
Iteration 162Q: 38 clusters Score -1.041635e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2163 members 
Mstep: Class 3 contains 138652 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 7722 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95417 members 
Mstep: Class 14 contains 15041 members 
Mstep: Class 15 contains 22406 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 37452 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 25285 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25083 members 
Mstep: Class 24 contains 13770 members 
Mstep: Class 25 contains 36461 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4706 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 109204 members 
Mstep: Class 33 contains 1555 members 
Mstep: Class 34 contains 9774 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 409 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163416.000000 Penalty: 123466.296875
Iteration 163Q: 38 clusters Score -1.041634e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 138709 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11613 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 7676 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 95431 members 
Mstep: Class 14 contains 15035 members 
Mstep: Class 15 contains 22405 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 15705 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 37761 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 25423 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25081 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 36472 members 
Mstep: Class 26 contains 5127 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4710 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 108695 members 
Mstep: Class 33 contains 1555 members 
Mstep: Class 34 contains 9771 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 413 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163560.000000 Penalty: 123466.296875
Iteration 164Q: 38 clusters Score -1.041636e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 138701 members 
Mstep: Class 4 contains 212 members 
Mstep: Class 5 contains 42473 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11601 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 7639 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4682 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95456 members 
Mstep: Class 14 contains 15030 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 5382 members 
Mstep: Class 17 contains 15700 members 
Mstep: Class 18 contains 17634 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 25551 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 13776 members 
Mstep: Class 25 contains 36468 members 
Mstep: Class 26 contains 5128 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4712 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 108227 members 
Mstep: Class 33 contains 1559 members 
Mstep: Class 34 contains 9768 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163680.000000 Penalty: 123466.296875
Iteration 165Q: 38 clusters Score -1.041637e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 138710 members 
Mstep: Class 4 contains 214 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95527 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 22404 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 15699 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 38394 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 25663 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25086 members 
Mstep: Class 24 contains 13776 members 
Mstep: Class 25 contains 36471 members 
Mstep: Class 26 contains 5132 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4715 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 107739 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164088.000000 Penalty: 123466.296875
Iteration 166Q: 38 clusters Score -1.041641e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 138695 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 95606 members 
Mstep: Class 14 contains 15017 members 
Mstep: Class 15 contains 22408 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 15695 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 25780 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 36473 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 107239 members 
Mstep: Class 33 contains 1570 members 
Mstep: Class 34 contains 9766 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164416.000000 Penalty: 123466.296875
Iteration 167Q: 38 clusters Score -1.041644e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 138679 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 95697 members 
Mstep: Class 14 contains 15019 members 
Mstep: Class 15 contains 22409 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 15694 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 38995 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 25882 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25088 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 36473 members 
Mstep: Class 26 contains 5127 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 732 members 
Mstep: Class 32 contains 106765 members 
Mstep: Class 33 contains 1575 members 
Mstep: Class 34 contains 9768 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 432 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164592.000000 Penalty: 123466.296875
Iteration 168Q: 38 clusters Score -1.041646e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 138664 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 95797 members 
Mstep: Class 14 contains 15010 members 
Mstep: Class 15 contains 22406 members 
Mstep: Class 16 contains 5337 members 
Mstep: Class 17 contains 15691 members 
Mstep: Class 18 contains 17645 members 
Mstep: Class 19 contains 39264 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 25976 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25084 members 
Mstep: Class 24 contains 13797 members 
Mstep: Class 25 contains 36480 members 
Mstep: Class 26 contains 5122 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 106333 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 9768 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 434 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164888.000000 Penalty: 123466.296875
Iteration 169Q: 38 clusters Score -1.041649e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 138577 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 95942 members 
Mstep: Class 14 contains 14995 members 
Mstep: Class 15 contains 22396 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 15690 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 39521 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 26084 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 13807 members 
Mstep: Class 25 contains 36484 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 105924 members 
Mstep: Class 33 contains 1586 members 
Mstep: Class 34 contains 9767 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165016.000000 Penalty: 123466.296875
Iteration 170Q: 38 clusters Score -1.04165e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 138409 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7407 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96104 members 
Mstep: Class 14 contains 14980 members 
Mstep: Class 15 contains 22392 members 
Mstep: Class 16 contains 5318 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 19 contains 39721 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 26200 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 13815 members 
Mstep: Class 25 contains 36495 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4718 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 105602 members 
Mstep: Class 33 contains 1593 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 438 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164920.000000 Penalty: 123466.296875
Iteration 171Q: 38 clusters Score -1.041649e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 138227 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42473 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96335 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 15 contains 22391 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 18 contains 17667 members 
Mstep: Class 19 contains 39876 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 26311 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25096 members 
Mstep: Class 24 contains 13815 members 
Mstep: Class 25 contains 36498 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 105287 members 
Mstep: Class 33 contains 1600 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164800.000000 Penalty: 123466.296875
Iteration 172Q: 38 clusters Score -1.041648e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 138058 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4650 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96535 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 22386 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 26415 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25100 members 
Mstep: Class 24 contains 13816 members 
Mstep: Class 25 contains 36499 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4717 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 105015 members 
Mstep: Class 33 contains 1606 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164792.000000 Penalty: 123466.296875
Iteration 173Q: 38 clusters Score -1.041648e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 137854 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2328 members 
Mstep: Class 7 contains 11565 members 
Mstep: Class 8 contains 4888 members 
Mstep: Class 9 contains 7341 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4645 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96734 members 
Mstep: Class 14 contains 14957 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 40155 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 26513 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25100 members 
Mstep: Class 24 contains 13817 members 
Mstep: Class 25 contains 36502 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4721 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 104835 members 
Mstep: Class 33 contains 1610 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164816.000000 Penalty: 123466.296875
Iteration 174Q: 38 clusters Score -1.041648e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 137634 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 2326 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96969 members 
Mstep: Class 14 contains 14954 members 
Mstep: Class 15 contains 22371 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 40262 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 26604 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25099 members 
Mstep: Class 24 contains 13818 members 
Mstep: Class 25 contains 36502 members 
Mstep: Class 26 contains 5109 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 104663 members 
Mstep: Class 33 contains 1617 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165168.000000 Penalty: 123466.296875
Iteration 175Q: 38 clusters Score -1.041652e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 137429 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97200 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 22371 members 
Mstep: Class 16 contains 5278 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 40369 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 26692 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25094 members 
Mstep: Class 24 contains 13816 members 
Mstep: Class 25 contains 36507 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4727 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 104474 members 
Mstep: Class 33 contains 1629 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165152.000000 Penalty: 123466.296875
Iteration 176Q: 38 clusters Score -1.041652e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 137239 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42475 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97424 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17690 members 
Mstep: Class 19 contains 40462 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 26779 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25090 members 
Mstep: Class 24 contains 13818 members 
Mstep: Class 25 contains 36507 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 104303 members 
Mstep: Class 33 contains 1638 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165368.000000 Penalty: 123466.296875
Iteration 177Q: 38 clusters Score -1.041654e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 137048 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 7252 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97644 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 22365 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 40533 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 26857 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25084 members 
Mstep: Class 24 contains 13824 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5105 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 733 members 
Mstep: Class 32 contains 104153 members 
Mstep: Class 33 contains 1644 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165064.000000 Penalty: 123466.296875
Iteration 178Q: 38 clusters Score -1.041651e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 136848 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 7223 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97797 members 
Mstep: Class 14 contains 14956 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 5261 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 40581 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25086 members 
Mstep: Class 24 contains 13832 members 
Mstep: Class 25 contains 36525 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 104104 members 
Mstep: Class 33 contains 1648 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165224.000000 Penalty: 123466.296875
Iteration 179Q: 38 clusters Score -1.041652e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 136635 members 
Mstep: Class 4 contains 213 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97960 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 22336 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 40628 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 27026 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25086 members 
Mstep: Class 24 contains 13834 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4730 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 104092 members 
Mstep: Class 33 contains 1655 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 912 members 
Mstep: Class 37 contains 439 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165296.000000 Penalty: 123466.296875
Iteration 180F: 38 clusters Score -1.041653e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 136425 members 
Mstep: Class 4 contains 204 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 8 contains 4891 members 
Mstep: Class 9 contains 7193 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98111 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 40655 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 27120 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 13836 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 104105 members 
Mstep: Class 33 contains 1657 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 450 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165368.000000 Penalty: 123466.296875
Iteration 181Q: 38 clusters Score -1.041654e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 136233 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98272 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22329 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17688 members 
Mstep: Class 19 contains 40699 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 27208 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25086 members 
Mstep: Class 24 contains 13837 members 
Mstep: Class 25 contains 36526 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4732 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 104073 members 
Mstep: Class 33 contains 1667 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 455 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165456.000000 Penalty: 123466.296875
Iteration 182Q: 38 clusters Score -1.041655e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 136017 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98387 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22323 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 40753 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 27290 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25083 members 
Mstep: Class 24 contains 13835 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5106 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4735 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 735 members 
Mstep: Class 32 contains 104089 members 
Mstep: Class 33 contains 1671 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165648.000000 Penalty: 123466.296875
Iteration 183Q: 38 clusters Score -1.041656e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 135825 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98534 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 40785 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 27373 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25081 members 
Mstep: Class 24 contains 13832 members 
Mstep: Class 25 contains 36527 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104096 members 
Mstep: Class 33 contains 1674 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165568.000000 Penalty: 123466.296875
Iteration 184Q: 38 clusters Score -1.041656e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 135668 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98693 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 40811 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 27460 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25083 members 
Mstep: Class 24 contains 13829 members 
Mstep: Class 25 contains 36526 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104060 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165520.000000 Penalty: 123466.296875
Iteration 185Q: 38 clusters Score -1.041655e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 135503 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98780 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 40837 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 27565 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25082 members 
Mstep: Class 24 contains 13827 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104083 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9765 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165608.000000 Penalty: 123466.296875
Iteration 186Q: 38 clusters Score -1.041656e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 135372 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98819 members 
Mstep: Class 14 contains 14943 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 40867 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 27660 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25085 members 
Mstep: Class 24 contains 13829 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104129 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165608.000000 Penalty: 123466.296875
Iteration 187Q: 38 clusters Score -1.041656e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 135232 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7125 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98820 members 
Mstep: Class 14 contains 14933 members 
Mstep: Class 15 contains 22327 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 40917 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 27751 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 13830 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104212 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165480.000000 Penalty: 123466.296875
Iteration 188Q: 38 clusters Score -1.041655e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 135081 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98854 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 22331 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17680 members 
Mstep: Class 19 contains 40971 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 27843 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25085 members 
Mstep: Class 24 contains 13832 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104251 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165480.000000 Penalty: 123466.296875
Iteration 189Q: 38 clusters Score -1.041655e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 134957 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98857 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 41066 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 27912 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25083 members 
Mstep: Class 24 contains 13834 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104269 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165336.000000 Penalty: 123466.296875
Iteration 190Q: 38 clusters Score -1.041653e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 134837 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98839 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 41158 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 27974 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25089 members 
Mstep: Class 24 contains 13836 members 
Mstep: Class 25 contains 36540 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104296 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165680.000000 Penalty: 123466.296875
Iteration 191Q: 38 clusters Score -1.041657e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 134707 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98847 members 
Mstep: Class 14 contains 14910 members 
Mstep: Class 15 contains 22335 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17696 members 
Mstep: Class 19 contains 41263 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 28047 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25091 members 
Mstep: Class 24 contains 13837 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104299 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165808.000000 Penalty: 123466.296875
Iteration 192Q: 38 clusters Score -1.041658e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 134535 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98842 members 
Mstep: Class 14 contains 14908 members 
Mstep: Class 15 contains 22332 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 41368 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 28134 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25097 members 
Mstep: Class 24 contains 13838 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104349 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166008.000000 Penalty: 123466.296875
Iteration 193Q: 38 clusters Score -1.04166e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 134325 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4563 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98847 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 22329 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 41483 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 28240 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25092 members 
Mstep: Class 24 contains 13839 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104384 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165768.000000 Penalty: 123466.296875
Iteration 194Q: 38 clusters Score -1.041658e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 134160 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98856 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 22325 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 41579 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 28336 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25096 members 
Mstep: Class 24 contains 13839 members 
Mstep: Class 25 contains 36556 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104426 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165504.000000 Penalty: 123466.296875
Iteration 195Q: 38 clusters Score -1.041655e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 134007 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98832 members 
Mstep: Class 14 contains 14910 members 
Mstep: Class 15 contains 22313 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17695 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 28438 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25100 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36557 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104478 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165576.000000 Penalty: 123466.296875
Iteration 196Q: 38 clusters Score -1.041656e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 133811 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4540 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98827 members 
Mstep: Class 14 contains 14911 members 
Mstep: Class 15 contains 22313 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 41827 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 28540 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25104 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36558 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104520 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165472.000000 Penalty: 123466.296875
Iteration 197Q: 38 clusters Score -1.041655e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2169 members 
Mstep: Class 3 contains 133598 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98784 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22317 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 41987 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 28649 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25103 members 
Mstep: Class 24 contains 13842 members 
Mstep: Class 25 contains 36558 members 
Mstep: Class 26 contains 5109 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104548 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9763 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165592.000000 Penalty: 123466.296875
Iteration 198Q: 38 clusters Score -1.041656e+08 nChanged 1191
Entering ConstructFrom: 
Score: -104165592.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -2387795.000000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -2387795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2376624.750000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -2376625 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2380095.750000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -2380096 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2380527.250000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -2380527 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2380985.250000 Penalty: 4782.911133
	Iteration 3F: 3 clusters Score -2380985 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2381502.250000 Penalty: 4782.911133
	Iteration 4F: 3 clusters Score -2381502 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2382082.250000 Penalty: 4782.911133
	Iteration 5F: 3 clusters Score -2382082 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2382742.000000 Penalty: 4782.911133
	Iteration 6F: 3 clusters Score -2382742 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2383373.000000 Penalty: 4782.911133
	Iteration 7F: 3 clusters Score -2383373 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2383980.750000 Penalty: 4782.911133
	Iteration 8Q: 3 clusters Score -2383981 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2384492.000000 Penalty: 4782.911133
	Iteration 9Q: 3 clusters Score -2384492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2384873.000000 Penalty: 4782.911133
	Iteration 10Q: 3 clusters Score -2384873 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2385141.500000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -2385142 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2385322.500000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -2385322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2385443.750000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -2385444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2385515.500000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -2385516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2385572.000000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -2385572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2385612.500000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -2385612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2385645.250000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -2385645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2385665.250000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -2385665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2385673.000000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -2385673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2385690.000000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -2385690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2385700.500000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -2385700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2385700.500000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -2385700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2385707.750000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -2385708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2385711.000000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -2385711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2385711.500000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -2385712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2385713.750000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -2385714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2385720.000000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -2385720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2385724.250000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -2385724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2385727.500000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -2385728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2385731.500000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -2385732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2385737.250000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -2385737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2385741.250000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -2385741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2385746.500000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -2385746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2385746.500000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -2385746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2385746.750000 Penalty: 4782.911133
	Iteration 35Q: 3 clusters Score -2385747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2385746.750000 Penalty: 4782.911133
	Iteration 36F: 3 clusters Score -2385747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -321588.562500 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -321588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -318852.000000 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -318852 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -319389.187500 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -319389.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -319562.625000 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -319562.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319673.437500 Penalty: 3810.053955
	Iteration 3F: 3 clusters Score -319673.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -319762.781250 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -319762.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -319833.875000 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -319833.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -319895.031250 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -319895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -319947.968750 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -319948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -319986.062500 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -319986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320010.375000 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -320010.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -320031.625000 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -320031.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -320050.750000 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -320050.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -320065.500000 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -320065.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -320082.906250 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -320082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -320091.625000 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -320091.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -320099.500000 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -320099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -320104.687500 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -320104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320109.843750 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -320109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320112.031250 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -320112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320112.218750 Penalty: 3810.053955
	Iteration 19Q: 3 clusters Score -320112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -320112.750000 Penalty: 3810.053955
	Iteration 20F: 3 clusters Score -320112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -320114.437500 Penalty: 3810.053955
	Iteration 21Q: 3 clusters Score -320114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -320115.406250 Penalty: 3810.053955
	Iteration 22Q: 3 clusters Score -320115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -320117.406250 Penalty: 3810.053955
	Iteration 23Q: 3 clusters Score -320117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -320118.062500 Penalty: 3810.053955
	Iteration 24Q: 3 clusters Score -320118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -320118.062500 Penalty: 3810.053955
	Iteration 25F: 3 clusters Score -320118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (133371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133371 members 
Entering Unmasked Estep 
Score: -20495614.000000 Penalty: 2926.620605
	Iteration 0F: 2 clusters Score -2.049561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -20408898.000000 Penalty: 5853.241211
	Iteration 0F: 3 clusters Score -2.04089e+07 nChanged 63568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -20445722.000000 Penalty: 5853.241211
	Iteration 1F: 3 clusters Score -2.044572e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -20446830.000000 Penalty: 5853.241211
	Iteration 2Q: 3 clusters Score -2.044683e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -20448498.000000 Penalty: 5853.241211
	Iteration 3Q: 3 clusters Score -2.04485e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -20450716.000000 Penalty: 5853.241211
	Iteration 4Q: 3 clusters Score -2.045072e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -20454708.000000 Penalty: 5853.241211
	Iteration 5F: 3 clusters Score -2.045471e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -20461128.000000 Penalty: 5853.241211
	Iteration 6F: 3 clusters Score -2.046113e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 106603 members 
Entering Unmasked Estep 
Score: -20470114.000000 Penalty: 5853.241211
	Iteration 7F: 3 clusters Score -2.047011e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 116842 members 
Entering Unmasked Estep 
Score: -20479168.000000 Penalty: 5853.241211
	Iteration 8F: 3 clusters Score -2.047917e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 124470 members 
Entering Unmasked Estep 
Score: -20485916.000000 Penalty: 5853.241211
	Iteration 9F: 3 clusters Score -2.048592e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 128962 members 
Entering Unmasked Estep 
Score: -20489856.000000 Penalty: 5853.241211
	Iteration 10Q: 3 clusters Score -2.048986e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 131075 members 
Entering Unmasked Estep 
Score: -20491632.000000 Penalty: 5853.241211
	Iteration 11Q: 3 clusters Score -2.049163e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -20492408.000000 Penalty: 5853.241211
	Iteration 12Q: 3 clusters Score -2.049241e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 132265 members 
Entering Unmasked Estep 
Score: -20492762.000000 Penalty: 5853.241211
	Iteration 13Q: 3 clusters Score -2.049276e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 132412 members 
Entering Unmasked Estep 
Score: -20492940.000000 Penalty: 5853.241211
	Iteration 14Q: 3 clusters Score -2.049294e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -20493064.000000 Penalty: 5853.241211
	Iteration 15Q: 3 clusters Score -2.049306e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 132508 members 
Entering Unmasked Estep 
Score: -20493114.000000 Penalty: 5853.241211
	Iteration 16Q: 3 clusters Score -2.049311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -20493124.000000 Penalty: 5853.241211
	Iteration 17Q: 3 clusters Score -2.049312e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -20493146.000000 Penalty: 5853.241211
	Iteration 18Q: 3 clusters Score -2.049315e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132543 members 
Entering Unmasked Estep 
Score: -20493166.000000 Penalty: 5853.241211
	Iteration 19Q: 3 clusters Score -2.049317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 132549 members 
Entering Unmasked Estep 
Score: -20493192.000000 Penalty: 5853.241211
	Iteration 20F: 3 clusters Score -2.049319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 132551 members 
Entering Unmasked Estep 
Score: -20493214.000000 Penalty: 5853.241211
	Iteration 21Q: 3 clusters Score -2.049321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 132557 members 
Entering Unmasked Estep 
Score: -20493220.000000 Penalty: 5853.241211
	Iteration 22Q: 3 clusters Score -2.049322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 132564 members 
Entering Unmasked Estep 
Score: -20493220.000000 Penalty: 5853.241211
	Iteration 23Q: 3 clusters Score -2.049322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 132570 members 
Entering Unmasked Estep 
Score: -20493218.000000 Penalty: 5853.241211
	Iteration 24Q: 3 clusters Score -2.049322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 132573 members 
Entering Unmasked Estep 
Score: -20493232.000000 Penalty: 5853.241211
	Iteration 25Q: 3 clusters Score -2.049323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 132573 members 
Entering Unmasked Estep 
Score: -20493224.000000 Penalty: 5853.241211
	Iteration 26Q: 3 clusters Score -2.049322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 132573 members 
Entering Unmasked Estep 
Score: -20493224.000000 Penalty: 5853.241211
	Iteration 27F: 3 clusters Score -2.049322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17557.355469 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17557.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17965.349609 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17965.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18246.148438 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -18246.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18494.490234 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -18494.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18511.623047 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18511.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18511.623047 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -18511.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 75 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 127 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104163320.000000 Penalty: 126803.226562
Splitting cluster 4 changes total score from -104165592.000000 to -104163320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Entering Unmasked Estep 
Score: -6528173.000000 Penalty: 2642.848633
	Iteration 0F: 2 clusters Score -6528173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -6499370.500000 Penalty: 5285.697266
	Iteration 0F: 3 clusters Score -6499370 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6510387.500000 Penalty: 5285.697266
	Iteration 1F: 3 clusters Score -6510388 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6511253.500000 Penalty: 5285.697266
	Iteration 2Q: 3 clusters Score -6511254 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -6512208.500000 Penalty: 5285.697266
	Iteration 3Q: 3 clusters Score -6512208 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -6513286.500000 Penalty: 5285.697266
	Iteration 4F: 3 clusters Score -6513286 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -6514447.500000 Penalty: 5285.697266
	Iteration 5Q: 3 clusters Score -6514448 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6515534.000000 Penalty: 5285.697266
	Iteration 6F: 3 clusters Score -6515534 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6516734.500000 Penalty: 5285.697266
	Iteration 7F: 3 clusters Score -6516734 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6517977.500000 Penalty: 5285.697266
	Iteration 8Q: 3 clusters Score -6517978 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -6519229.500000 Penalty: 5285.697266
	Iteration 9Q: 3 clusters Score -6519230 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -6520503.500000 Penalty: 5285.697266
	Iteration 10Q: 3 clusters Score -6520504 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -6521866.500000 Penalty: 5285.697266
	Iteration 11Q: 3 clusters Score -6521866 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6523094.000000 Penalty: 5285.697266
	Iteration 12Q: 3 clusters Score -6523094 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6524022.000000 Penalty: 5285.697266
	Iteration 13Q: 3 clusters Score -6524022 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6524618.000000 Penalty: 5285.697266
	Iteration 14Q: 3 clusters Score -6524618 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6525038.500000 Penalty: 5285.697266
	Iteration 15Q: 3 clusters Score -6525038 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6525301.500000 Penalty: 5285.697266
	Iteration 16Q: 3 clusters Score -6525302 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -6525501.000000 Penalty: 5285.697266
	Iteration 17Q: 3 clusters Score -6525501 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -6525655.500000 Penalty: 5285.697266
	Iteration 18Q: 3 clusters Score -6525656 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6525737.500000 Penalty: 5285.697266
	Iteration 19Q: 3 clusters Score -6525738 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -6525848.500000 Penalty: 5285.697266
	Iteration 20F: 3 clusters Score -6525848 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6525912.500000 Penalty: 5285.697266
	Iteration 21Q: 3 clusters Score -6525912 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -6525991.000000 Penalty: 5285.697266
	Iteration 22Q: 3 clusters Score -6525991 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6526068.000000 Penalty: 5285.697266
	Iteration 23Q: 3 clusters Score -6526068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -6526150.500000 Penalty: 5285.697266
	Iteration 24Q: 3 clusters Score -6526150 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -6526209.500000 Penalty: 5285.697266
	Iteration 25Q: 3 clusters Score -6526210 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -6526276.500000 Penalty: 5285.697266
	Iteration 26Q: 3 clusters Score -6526276 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6526374.500000 Penalty: 5285.697266
	Iteration 27Q: 3 clusters Score -6526374 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6526448.500000 Penalty: 5285.697266
	Iteration 28Q: 3 clusters Score -6526448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -6526518.500000 Penalty: 5285.697266
	Iteration 29Q: 3 clusters Score -6526518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6526593.000000 Penalty: 5285.697266
	Iteration 30Q: 3 clusters Score -6526593 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -6526691.500000 Penalty: 5285.697266
	Iteration 31Q: 3 clusters Score -6526692 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -6526802.000000 Penalty: 5285.697266
	Iteration 32Q: 3 clusters Score -6526802 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -6526873.500000 Penalty: 5285.697266
	Iteration 33Q: 3 clusters Score -6526874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -6526947.500000 Penalty: 5285.697266
	Iteration 34Q: 3 clusters Score -6526948 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -6527026.000000 Penalty: 5285.697266
	Iteration 35Q: 3 clusters Score -6527026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -6527093.500000 Penalty: 5285.697266
	Iteration 36Q: 3 clusters Score -6527094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -6527129.500000 Penalty: 5285.697266
	Iteration 37Q: 3 clusters Score -6527130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -6527160.000000 Penalty: 5285.697266
	Iteration 38Q: 3 clusters Score -6527160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -6527189.500000 Penalty: 5285.697266
	Iteration 39Q: 3 clusters Score -6527190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -6527192.000000 Penalty: 5285.697266
	Iteration 40F: 3 clusters Score -6527192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -6527183.000000 Penalty: 5285.697266
	Iteration 41Q: 3 clusters Score -6527183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -6527192.000000 Penalty: 5285.697266
	Iteration 42Q: 3 clusters Score -6527192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -6527216.000000 Penalty: 5285.697266
	Iteration 43Q: 3 clusters Score -6527216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -6527209.500000 Penalty: 5285.697266
	Iteration 44Q: 3 clusters Score -6527210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -6527216.000000 Penalty: 5285.697266
	Iteration 45Q: 3 clusters Score -6527216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -6527237.500000 Penalty: 5285.697266
	Iteration 46Q: 3 clusters Score -6527238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -6527242.500000 Penalty: 5285.697266
	Iteration 47Q: 3 clusters Score -6527242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -6527234.500000 Penalty: 5285.697266
	Iteration 48Q: 3 clusters Score -6527234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -6527231.000000 Penalty: 5285.697266
	Iteration 49Q: 3 clusters Score -6527231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -6527227.000000 Penalty: 5285.697266
	Iteration 50Q: 3 clusters Score -6527227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -6527226.500000 Penalty: 5285.697266
	Iteration 51Q: 3 clusters Score -6527226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -6527225.000000 Penalty: 5285.697266
	Iteration 52Q: 3 clusters Score -6527225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -6527226.500000 Penalty: 5285.697266
	Iteration 53Q: 3 clusters Score -6527226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -6527228.500000 Penalty: 5285.697266
	Iteration 54Q: 3 clusters Score -6527228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6527226.500000 Penalty: 5285.697266
	Iteration 55Q: 3 clusters Score -6527226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -6527228.000000 Penalty: 5285.697266
	Iteration 56Q: 3 clusters Score -6527228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6527226.500000 Penalty: 5285.697266
	Iteration 57Q: 3 clusters Score -6527226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -6527221.500000 Penalty: 5285.697266
	Iteration 58Q: 3 clusters Score -6527222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -6527225.000000 Penalty: 5285.697266
	Iteration 59Q: 3 clusters Score -6527225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -6527225.000000 Penalty: 5285.697266
	Iteration 60F: 3 clusters Score -6527225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -6527223.000000 Penalty: 5285.697266
	Iteration 61Q: 3 clusters Score -6527223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -6527223.000000 Penalty: 5285.697266
	Iteration 62Q: 3 clusters Score -6527223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6527223.000000 Penalty: 5285.697266
	Iteration 63Q: 3 clusters Score -6527223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6527215.000000 Penalty: 5285.697266
	Iteration 64Q: 3 clusters Score -6527215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6527215.000000 Penalty: 5285.697266
	Iteration 65F: 3 clusters Score -6527215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -324739.437500 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -324739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -321906.531250 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -321906.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -322478.156250 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -322478.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -322755.781250 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -322755.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322994.875000 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -322994.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -323153.812500 Penalty: 3841.521484
	Iteration 4F: 3 clusters Score -323153.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323299.750000 Penalty: 3841.521484
	Iteration 5F: 3 clusters Score -323299.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323410.125000 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -323410.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -323480.218750 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -323480.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -323556.593750 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -323556.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -323611.750000 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -323611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -323653.000000 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -323653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -323693.562500 Penalty: 3841.521484
	Iteration 11Q: 3 clusters Score -323693.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -323733.593750 Penalty: 3841.521484
	Iteration 12Q: 3 clusters Score -323733.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -323752.500000 Penalty: 3841.521484
	Iteration 13Q: 3 clusters Score -323752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -323764.500000 Penalty: 3841.521484
	Iteration 14Q: 3 clusters Score -323764.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -323775.718750 Penalty: 3841.521484
	Iteration 15Q: 3 clusters Score -323775.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323784.812500 Penalty: 3841.521484
	Iteration 16Q: 3 clusters Score -323784.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -323793.968750 Penalty: 3841.521484
	Iteration 17Q: 3 clusters Score -323794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323804.312500 Penalty: 3841.521484
	Iteration 18Q: 3 clusters Score -323804.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323811.562500 Penalty: 3841.521484
	Iteration 19Q: 3 clusters Score -323811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -323813.687500 Penalty: 3841.521484
	Iteration 20F: 3 clusters Score -323813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323813.281250 Penalty: 3841.521484
	Iteration 21Q: 3 clusters Score -323813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -323813.281250 Penalty: 3841.521484
	Iteration 22F: 3 clusters Score -323813.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1748889.125000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1748889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1740151.000000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1740151 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1742820.125000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1742820 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1743160.500000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1743160 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1743428.250000 Penalty: 4641.174805
	Iteration 3F: 3 clusters Score -1743428 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1743654.000000 Penalty: 4641.174805
	Iteration 4Q: 3 clusters Score -1743654 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1743880.250000 Penalty: 4641.174805
	Iteration 5Q: 3 clusters Score -1743880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1744124.750000 Penalty: 4641.174805
	Iteration 6Q: 3 clusters Score -1744125 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1744385.375000 Penalty: 4641.174805
	Iteration 7Q: 3 clusters Score -1744385 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1744663.250000 Penalty: 4641.174805
	Iteration 8Q: 3 clusters Score -1744663 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1744982.500000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1744982 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1745321.125000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1745321 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1745676.000000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1745676 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1746019.500000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1746020 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1746319.750000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1746320 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1746537.875000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1746538 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1746661.125000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1746661 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1746744.875000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1746745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1746800.625000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1746801 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1746849.125000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1746849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1746886.250000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1746886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1746918.000000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1746918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1746952.125000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1746952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1746968.625000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1746969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1746995.250000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1746995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1747014.625000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1747015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1747030.750000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1747031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1747043.125000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1747043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1747051.375000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1747051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1747060.250000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1747060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1747067.000000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1747067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1747073.000000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1747073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1747078.875000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1747079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1747080.375000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1747080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1747084.250000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1747084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1747088.125000 Penalty: 4641.174805
	Iteration 34Q: 3 clusters Score -1747088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1747088.875000 Penalty: 4641.174805
	Iteration 35Q: 3 clusters Score -1747089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1747089.625000 Penalty: 4641.174805
	Iteration 36Q: 3 clusters Score -1747090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1747092.375000 Penalty: 4641.174805
	Iteration 37Q: 3 clusters Score -1747092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1747093.000000 Penalty: 4641.174805
	Iteration 38Q: 3 clusters Score -1747093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1747093.375000 Penalty: 4641.174805
	Iteration 39Q: 3 clusters Score -1747093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1747094.000000 Penalty: 4641.174805
	Iteration 40F: 3 clusters Score -1747094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1747094.125000 Penalty: 4641.174805
	Iteration 41Q: 3 clusters Score -1747094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1747094.125000 Penalty: 4641.174805
	Iteration 42F: 3 clusters Score -1747094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -718595.312500 Penalty: 2106.848389
	Iteration 0F: 2 clusters Score -718595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -714081.062500 Penalty: 4213.696777
	Iteration 0F: 3 clusters Score -714081.1 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -715197.312500 Penalty: 4213.696777
	Iteration 1F: 3 clusters Score -715197.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -715483.312500 Penalty: 4213.696777
	Iteration 2F: 3 clusters Score -715483.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -715693.437500 Penalty: 4213.696777
	Iteration 3F: 3 clusters Score -715693.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -715867.250000 Penalty: 4213.696777
	Iteration 4Q: 3 clusters Score -715867.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -716006.625000 Penalty: 4213.696777
	Iteration 5Q: 3 clusters Score -716006.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -716156.312500 Penalty: 4213.696777
	Iteration 6Q: 3 clusters Score -716156.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -716365.625000 Penalty: 4213.696777
	Iteration 7Q: 3 clusters Score -716365.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -716614.437500 Penalty: 4213.696777
	Iteration 8Q: 3 clusters Score -716614.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -716843.062500 Penalty: 4213.696777
	Iteration 9Q: 3 clusters Score -716843.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -716997.187500 Penalty: 4213.696777
	Iteration 10Q: 3 clusters Score -716997.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -717103.875000 Penalty: 4213.696777
	Iteration 11Q: 3 clusters Score -717103.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -717193.625000 Penalty: 4213.696777
	Iteration 12Q: 3 clusters Score -717193.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -717266.125000 Penalty: 4213.696777
	Iteration 13Q: 3 clusters Score -717266.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -717327.125000 Penalty: 4213.696777
	Iteration 14Q: 3 clusters Score -717327.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -717367.062500 Penalty: 4213.696777
	Iteration 15Q: 3 clusters Score -717367.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -717398.312500 Penalty: 4213.696777
	Iteration 16Q: 3 clusters Score -717398.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -717428.500000 Penalty: 4213.696777
	Iteration 17Q: 3 clusters Score -717428.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -717456.812500 Penalty: 4213.696777
	Iteration 18Q: 3 clusters Score -717456.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -717482.062500 Penalty: 4213.696777
	Iteration 19Q: 3 clusters Score -717482.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -717508.125000 Penalty: 4213.696777
	Iteration 20F: 3 clusters Score -717508.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -717531.937500 Penalty: 4213.696777
	Iteration 21Q: 3 clusters Score -717531.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -717555.812500 Penalty: 4213.696777
	Iteration 22Q: 3 clusters Score -717555.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -717582.750000 Penalty: 4213.696777
	Iteration 23Q: 3 clusters Score -717582.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -717607.875000 Penalty: 4213.696777
	Iteration 24Q: 3 clusters Score -717607.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -717634.062500 Penalty: 4213.696777
	Iteration 25Q: 3 clusters Score -717634.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -717661.562500 Penalty: 4213.696777
	Iteration 26Q: 3 clusters Score -717661.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -717699.687500 Penalty: 4213.696777
	Iteration 27Q: 3 clusters Score -717699.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -717746.500000 Penalty: 4213.696777
	Iteration 28Q: 3 clusters Score -717746.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -717783.750000 Penalty: 4213.696777
	Iteration 29Q: 3 clusters Score -717783.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -717819.812500 Penalty: 4213.696777
	Iteration 30Q: 3 clusters Score -717819.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -717852.250000 Penalty: 4213.696777
	Iteration 31Q: 3 clusters Score -717852.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -717876.500000 Penalty: 4213.696777
	Iteration 32Q: 3 clusters Score -717876.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -717887.000000 Penalty: 4213.696777
	Iteration 33Q: 3 clusters Score -717887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -717896.937500 Penalty: 4213.696777
	Iteration 34Q: 3 clusters Score -717896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -717902.625000 Penalty: 4213.696777
	Iteration 35Q: 3 clusters Score -717902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -717908.562500 Penalty: 4213.696777
	Iteration 36Q: 3 clusters Score -717908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -717911.250000 Penalty: 4213.696777
	Iteration 37Q: 3 clusters Score -717911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -717914.875000 Penalty: 4213.696777
	Iteration 38Q: 3 clusters Score -717914.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -717918.125000 Penalty: 4213.696777
	Iteration 39Q: 3 clusters Score -717918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -717919.750000 Penalty: 4213.696777
	Iteration 40F: 3 clusters Score -717919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -717922.625000 Penalty: 4213.696777
	Iteration 41Q: 3 clusters Score -717922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -717924.812500 Penalty: 4213.696777
	Iteration 42Q: 3 clusters Score -717924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -717927.187500 Penalty: 4213.696777
	Iteration 43Q: 3 clusters Score -717927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -717928.875000 Penalty: 4213.696777
	Iteration 44Q: 3 clusters Score -717928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -717930.937500 Penalty: 4213.696777
	Iteration 45Q: 3 clusters Score -717930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -717931.625000 Penalty: 4213.696777
	Iteration 46Q: 3 clusters Score -717931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -717931.062500 Penalty: 4213.696777
	Iteration 47Q: 3 clusters Score -717931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -717931.875000 Penalty: 4213.696777
	Iteration 48Q: 3 clusters Score -717931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -717933.562500 Penalty: 4213.696777
	Iteration 49Q: 3 clusters Score -717933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -717933.312500 Penalty: 4213.696777
	Iteration 50Q: 3 clusters Score -717933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -717933.312500 Penalty: 4213.696777
	Iteration 51F: 3 clusters Score -717933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -1085710.375000 Penalty: 2197.227783
	Iteration 0F: 2 clusters Score -1085710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1079862.875000 Penalty: 4394.455566
	Iteration 0F: 3 clusters Score -1079863 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1081511.750000 Penalty: 4394.455566
	Iteration 1F: 3 clusters Score -1081512 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1081802.625000 Penalty: 4394.455566
	Iteration 2F: 3 clusters Score -1081803 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1082003.000000 Penalty: 4394.455566
	Iteration 3Q: 3 clusters Score -1082003 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1082193.250000 Penalty: 4394.455566
	Iteration 4Q: 3 clusters Score -1082193 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1082355.625000 Penalty: 4394.455566
	Iteration 5Q: 3 clusters Score -1082356 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1082499.750000 Penalty: 4394.455566
	Iteration 6Q: 3 clusters Score -1082500 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1082625.250000 Penalty: 4394.455566
	Iteration 7Q: 3 clusters Score -1082625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1082771.625000 Penalty: 4394.455566
	Iteration 8Q: 3 clusters Score -1082772 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1082942.125000 Penalty: 4394.455566
	Iteration 9Q: 3 clusters Score -1082942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1083128.625000 Penalty: 4394.455566
	Iteration 10Q: 3 clusters Score -1083129 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1083323.750000 Penalty: 4394.455566
	Iteration 11Q: 3 clusters Score -1083324 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1083503.375000 Penalty: 4394.455566
	Iteration 12Q: 3 clusters Score -1083503 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1083658.125000 Penalty: 4394.455566
	Iteration 13Q: 3 clusters Score -1083658 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1083756.500000 Penalty: 4394.455566
	Iteration 14Q: 3 clusters Score -1083756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1083828.625000 Penalty: 4394.455566
	Iteration 15Q: 3 clusters Score -1083829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1083891.750000 Penalty: 4394.455566
	Iteration 16Q: 3 clusters Score -1083892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1083929.875000 Penalty: 4394.455566
	Iteration 17Q: 3 clusters Score -1083930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1083960.875000 Penalty: 4394.455566
	Iteration 18Q: 3 clusters Score -1083961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1083988.625000 Penalty: 4394.455566
	Iteration 19Q: 3 clusters Score -1083989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1084012.625000 Penalty: 4394.455566
	Iteration 20F: 3 clusters Score -1084013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1084037.750000 Penalty: 4394.455566
	Iteration 21Q: 3 clusters Score -1084038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1084047.875000 Penalty: 4394.455566
	Iteration 22Q: 3 clusters Score -1084048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1084056.000000 Penalty: 4394.455566
	Iteration 23Q: 3 clusters Score -1084056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1084064.500000 Penalty: 4394.455566
	Iteration 24Q: 3 clusters Score -1084064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1084068.000000 Penalty: 4394.455566
	Iteration 25Q: 3 clusters Score -1084068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1084071.375000 Penalty: 4394.455566
	Iteration 26Q: 3 clusters Score -1084071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1084071.625000 Penalty: 4394.455566
	Iteration 27Q: 3 clusters Score -1084072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1084071.875000 Penalty: 4394.455566
	Iteration 28Q: 3 clusters Score -1084072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1084074.750000 Penalty: 4394.455566
	Iteration 29Q: 3 clusters Score -1084075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1084073.375000 Penalty: 4394.455566
	Iteration 30Q: 3 clusters Score -1084073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1084073.750000 Penalty: 4394.455566
	Iteration 31Q: 3 clusters Score -1084074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1084073.000000 Penalty: 4394.455566
	Iteration 32Q: 3 clusters Score -1084073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1084073.375000 Penalty: 4394.455566
	Iteration 33Q: 3 clusters Score -1084073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1084073.375000 Penalty: 4394.455566
	Iteration 34F: 3 clusters Score -1084073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -368949.406250 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -368949.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -366034.937500 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -366034.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -366599.093750 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -366599.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -366729.781250 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -366729.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -366814.125000 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -366814.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -366881.562500 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -366881.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -366945.843750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -366945.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -367010.718750 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -367010.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -367067.625000 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -367067.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -367140.093750 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -367140.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -367253.906250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -367253.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -367375.656250 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -367375.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -367530.500000 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -367530.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -367664.625000 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -367664.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -367759.062500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -367759.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -367851.656250 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -367851.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -367954.718750 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -367954.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -368056.718750 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -368056.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -368129.906250 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -368129.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -368175.250000 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -368175.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -368216.875000 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -368216.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -368244.437500 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -368244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -368256.531250 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -368256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -368265.718750 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -368265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -368270.156250 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -368270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -368272.031250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -368272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -368272.031250 Penalty: 3863.979980
	Iteration 25F: 3 clusters Score -368272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -657343.312500 Penalty: 2088.001221
	Iteration 0F: 2 clusters Score -657343.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -653108.625000 Penalty: 4176.002441
	Iteration 0F: 3 clusters Score -653108.6 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -654043.062500 Penalty: 4176.002441
	Iteration 1F: 3 clusters Score -654043.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -654230.562500 Penalty: 4176.002441
	Iteration 2F: 3 clusters Score -654230.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -654341.937500 Penalty: 4176.002441
	Iteration 3Q: 3 clusters Score -654341.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -654422.437500 Penalty: 4176.002441
	Iteration 4Q: 3 clusters Score -654422.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -654486.375000 Penalty: 4176.002441
	Iteration 5Q: 3 clusters Score -654486.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -654531.875000 Penalty: 4176.002441
	Iteration 6Q: 3 clusters Score -654531.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -654559.750000 Penalty: 4176.002441
	Iteration 7Q: 3 clusters Score -654559.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -654580.812500 Penalty: 4176.002441
	Iteration 8Q: 3 clusters Score -654580.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -654602.000000 Penalty: 4176.002441
	Iteration 9Q: 3 clusters Score -654602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -654615.875000 Penalty: 4176.002441
	Iteration 10Q: 3 clusters Score -654615.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -654626.875000 Penalty: 4176.002441
	Iteration 11Q: 3 clusters Score -654626.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -654633.187500 Penalty: 4176.002441
	Iteration 12Q: 3 clusters Score -654633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -654638.812500 Penalty: 4176.002441
	Iteration 13Q: 3 clusters Score -654638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -654646.187500 Penalty: 4176.002441
	Iteration 14Q: 3 clusters Score -654646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -654653.375000 Penalty: 4176.002441
	Iteration 15Q: 3 clusters Score -654653.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -654663.687500 Penalty: 4176.002441
	Iteration 16Q: 3 clusters Score -654663.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -654674.500000 Penalty: 4176.002441
	Iteration 17Q: 3 clusters Score -654674.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -654682.125000 Penalty: 4176.002441
	Iteration 18Q: 3 clusters Score -654682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -654686.250000 Penalty: 4176.002441
	Iteration 19Q: 3 clusters Score -654686.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -654690.187500 Penalty: 4176.002441
	Iteration 20F: 3 clusters Score -654690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -654692.312500 Penalty: 4176.002441
	Iteration 21Q: 3 clusters Score -654692.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -654695.562500 Penalty: 4176.002441
	Iteration 22Q: 3 clusters Score -654695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -654697.687500 Penalty: 4176.002441
	Iteration 23Q: 3 clusters Score -654697.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -654700.187500 Penalty: 4176.002441
	Iteration 24Q: 3 clusters Score -654700.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -654699.375000 Penalty: 4176.002441
	Iteration 25Q: 3 clusters Score -654699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -654699.375000 Penalty: 4176.002441
	Iteration 26Q: 3 clusters Score -654699.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -654700.437500 Penalty: 4176.002441
	Iteration 27Q: 3 clusters Score -654700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -654701.437500 Penalty: 4176.002441
	Iteration 28Q: 3 clusters Score -654701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -654702.125000 Penalty: 4176.002441
	Iteration 29Q: 3 clusters Score -654702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -654702.312500 Penalty: 4176.002441
	Iteration 30Q: 3 clusters Score -654702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -654704.250000 Penalty: 4176.002441
	Iteration 31Q: 3 clusters Score -654704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -654706.437500 Penalty: 4176.002441
	Iteration 32Q: 3 clusters Score -654706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654708.062500 Penalty: 4176.002441
	Iteration 33Q: 3 clusters Score -654708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654710.375000 Penalty: 4176.002441
	Iteration 34Q: 3 clusters Score -654710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -654711.312500 Penalty: 4176.002441
	Iteration 35Q: 3 clusters Score -654711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -654711.437500 Penalty: 4176.002441
	Iteration 36Q: 3 clusters Score -654711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -654711.187500 Penalty: 4176.002441
	Iteration 37Q: 3 clusters Score -654711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -654712.312500 Penalty: 4176.002441
	Iteration 38Q: 3 clusters Score -654712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -654711.937500 Penalty: 4176.002441
	Iteration 39Q: 3 clusters Score -654711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -654713.500000 Penalty: 4176.002441
	Iteration 40F: 3 clusters Score -654713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -654714.062500 Penalty: 4176.002441
	Iteration 41Q: 3 clusters Score -654714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -654713.187500 Penalty: 4176.002441
	Iteration 42Q: 3 clusters Score -654713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -654716.562500 Penalty: 4176.002441
	Iteration 43Q: 3 clusters Score -654716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -654716.062500 Penalty: 4176.002441
	Iteration 44Q: 3 clusters Score -654716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -654717.562500 Penalty: 4176.002441
	Iteration 45Q: 3 clusters Score -654717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -654720.812500 Penalty: 4176.002441
	Iteration 46Q: 3 clusters Score -654720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -654721.187500 Penalty: 4176.002441
	Iteration 47Q: 3 clusters Score -654721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -654723.500000 Penalty: 4176.002441
	Iteration 48Q: 3 clusters Score -654723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -654725.937500 Penalty: 4176.002441
	Iteration 49Q: 3 clusters Score -654725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -654730.812500 Penalty: 4176.002441
	Iteration 50Q: 3 clusters Score -654730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -654732.625000 Penalty: 4176.002441
	Iteration 51Q: 3 clusters Score -654732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -654734.312500 Penalty: 4176.002441
	Iteration 52Q: 3 clusters Score -654734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -654736.687500 Penalty: 4176.002441
	Iteration 53Q: 3 clusters Score -654736.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -654737.062500 Penalty: 4176.002441
	Iteration 54Q: 3 clusters Score -654737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654739.687500 Penalty: 4176.002441
	Iteration 55Q: 3 clusters Score -654739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654739.812500 Penalty: 4176.002441
	Iteration 56Q: 3 clusters Score -654739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654740.125000 Penalty: 4176.002441
	Iteration 57Q: 3 clusters Score -654740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654740.437500 Penalty: 4176.002441
	Iteration 58Q: 3 clusters Score -654740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654743.875000 Penalty: 4176.002441
	Iteration 59Q: 3 clusters Score -654743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -654744.562500 Penalty: 4176.002441
	Iteration 60F: 3 clusters Score -654744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -654745.750000 Penalty: 4176.002441
	Iteration 61Q: 3 clusters Score -654745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -654746.437500 Penalty: 4176.002441
	Iteration 62Q: 3 clusters Score -654746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654750.500000 Penalty: 4176.002441
	Iteration 63Q: 3 clusters Score -654750.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -654755.187500 Penalty: 4176.002441
	Iteration 64Q: 3 clusters Score -654755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -654759.312500 Penalty: 4176.002441
	Iteration 65Q: 3 clusters Score -654759.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -654764.625000 Penalty: 4176.002441
	Iteration 66Q: 3 clusters Score -654764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -654767.062500 Penalty: 4176.002441
	Iteration 67Q: 3 clusters Score -654767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -654768.062500 Penalty: 4176.002441
	Iteration 68Q: 3 clusters Score -654768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -654769.625000 Penalty: 4176.002441
	Iteration 69Q: 3 clusters Score -654769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -654771.250000 Penalty: 4176.002441
	Iteration 70Q: 3 clusters Score -654771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -654771.375000 Penalty: 4176.002441
	Iteration 71Q: 3 clusters Score -654771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -654771.562500 Penalty: 4176.002441
	Iteration 72Q: 3 clusters Score -654771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -654772.812500 Penalty: 4176.002441
	Iteration 73Q: 3 clusters Score -654772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -654773.625000 Penalty: 4176.002441
	Iteration 74Q: 3 clusters Score -654773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -654775.062500 Penalty: 4176.002441
	Iteration 75Q: 3 clusters Score -654775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -654775.312500 Penalty: 4176.002441
	Iteration 76Q: 3 clusters Score -654775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -654775.437500 Penalty: 4176.002441
	Iteration 77Q: 3 clusters Score -654775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -654775.875000 Penalty: 4176.002441
	Iteration 78Q: 3 clusters Score -654775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -654776.062500 Penalty: 4176.002441
	Iteration 79Q: 3 clusters Score -654776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -654777.062500 Penalty: 4176.002441
	Iteration 80F: 3 clusters Score -654777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -654775.437500 Penalty: 4176.002441
	Iteration 81Q: 3 clusters Score -654775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -654775.437500 Penalty: 4176.002441
	Iteration 82F: 3 clusters Score -654775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -93692.867188 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -93692.87 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 430 members 
Entering Unmasked Estep 
Score: -92134.117188 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -92134.12 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -92991.164062 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -92991.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93746.367188 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -93746.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -93936.687500 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -93936.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -93981.578125 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -93981.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -94014.039062 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -94014.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -94041.281250 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -94041.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -94090.210938 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -94090.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -94128.335938 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -94128.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -94143.156250 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -94143.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -94157.070312 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -94157.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -94157.070312 Penalty: 3333.827148
	Iteration 11F: 3 clusters Score -94157.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 137 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104164176.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104165592.000000 to -104164176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (98729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Entering Unmasked Estep 
Score: -15241156.000000 Penalty: 2852.033203
	Iteration 0F: 2 clusters Score -1.524116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -15175487.000000 Penalty: 5704.066406
	Iteration 0F: 3 clusters Score -1.517549e+07 nChanged 46811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -15202129.000000 Penalty: 5704.066406
	Iteration 1F: 3 clusters Score -1.520213e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -15203073.000000 Penalty: 5704.066406
	Iteration 2Q: 3 clusters Score -1.520307e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -15204393.000000 Penalty: 5704.066406
	Iteration 3Q: 3 clusters Score -1.520439e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -15206097.000000 Penalty: 5704.066406
	Iteration 4Q: 3 clusters Score -1.52061e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -15208239.000000 Penalty: 5704.066406
	Iteration 5Q: 3 clusters Score -1.520824e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -15210783.000000 Penalty: 5704.066406
	Iteration 6F: 3 clusters Score -1.521078e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -15213667.000000 Penalty: 5704.066406
	Iteration 7F: 3 clusters Score -1.521367e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -15216703.000000 Penalty: 5704.066406
	Iteration 8F: 3 clusters Score -1.52167e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -15220046.000000 Penalty: 5704.066406
	Iteration 9F: 3 clusters Score -1.522005e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -15222907.000000 Penalty: 5704.066406
	Iteration 10Q: 3 clusters Score -1.522291e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -15224909.000000 Penalty: 5704.066406
	Iteration 11Q: 3 clusters Score -1.522491e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -15226199.000000 Penalty: 5704.066406
	Iteration 12Q: 3 clusters Score -1.52262e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -15226905.000000 Penalty: 5704.066406
	Iteration 13Q: 3 clusters Score -1.52269e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -15227487.000000 Penalty: 5704.066406
	Iteration 14Q: 3 clusters Score -1.522749e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 73271 members 
Entering Unmasked Estep 
Score: -15227971.000000 Penalty: 5704.066406
	Iteration 15Q: 3 clusters Score -1.522797e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -15228559.000000 Penalty: 5704.066406
	Iteration 16Q: 3 clusters Score -1.522856e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -15229055.000000 Penalty: 5704.066406
	Iteration 17Q: 3 clusters Score -1.522906e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -15229526.000000 Penalty: 5704.066406
	Iteration 18Q: 3 clusters Score -1.522953e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -15230072.000000 Penalty: 5704.066406
	Iteration 19Q: 3 clusters Score -1.523007e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -15230671.000000 Penalty: 5704.066406
	Iteration 20F: 3 clusters Score -1.523067e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -15231361.000000 Penalty: 5704.066406
	Iteration 21Q: 3 clusters Score -1.523136e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -15232123.000000 Penalty: 5704.066406
	Iteration 22Q: 3 clusters Score -1.523212e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -15232722.000000 Penalty: 5704.066406
	Iteration 23Q: 3 clusters Score -1.523272e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -15233360.000000 Penalty: 5704.066406
	Iteration 24Q: 3 clusters Score -1.523336e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -15234067.000000 Penalty: 5704.066406
	Iteration 25Q: 3 clusters Score -1.523407e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -15234706.000000 Penalty: 5704.066406
	Iteration 26Q: 3 clusters Score -1.523471e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -15235331.000000 Penalty: 5704.066406
	Iteration 27Q: 3 clusters Score -1.523533e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -15236020.000000 Penalty: 5704.066406
	Iteration 28Q: 3 clusters Score -1.523602e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 93908 members 
Entering Unmasked Estep 
Score: -15236616.000000 Penalty: 5704.066406
	Iteration 29Q: 3 clusters Score -1.523662e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -15237139.000000 Penalty: 5704.066406
	Iteration 30Q: 3 clusters Score -1.523714e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -15237502.000000 Penalty: 5704.066406
	Iteration 31Q: 3 clusters Score -1.52375e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -15237849.000000 Penalty: 5704.066406
	Iteration 32Q: 3 clusters Score -1.523785e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -15238086.000000 Penalty: 5704.066406
	Iteration 33Q: 3 clusters Score -1.523809e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -15238220.000000 Penalty: 5704.066406
	Iteration 34Q: 3 clusters Score -1.523822e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -15238389.000000 Penalty: 5704.066406
	Iteration 35Q: 3 clusters Score -1.523839e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -15238510.000000 Penalty: 5704.066406
	Iteration 36Q: 3 clusters Score -1.523851e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -15238628.000000 Penalty: 5704.066406
	Iteration 37Q: 3 clusters Score -1.523863e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -15238678.000000 Penalty: 5704.066406
	Iteration 38Q: 3 clusters Score -1.523868e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -15238741.000000 Penalty: 5704.066406
	Iteration 39Q: 3 clusters Score -1.523874e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -15238785.000000 Penalty: 5704.066406
	Iteration 40F: 3 clusters Score -1.523878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -15238794.000000 Penalty: 5704.066406
	Iteration 41Q: 3 clusters Score -1.523879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -15238816.000000 Penalty: 5704.066406
	Iteration 42Q: 3 clusters Score -1.523882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -15238843.000000 Penalty: 5704.066406
	Iteration 43Q: 3 clusters Score -1.523884e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -15238844.000000 Penalty: 5704.066406
	Iteration 44Q: 3 clusters Score -1.523884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -15238852.000000 Penalty: 5704.066406
	Iteration 45Q: 3 clusters Score -1.523885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -15238875.000000 Penalty: 5704.066406
	Iteration 46Q: 3 clusters Score -1.523888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -15238891.000000 Penalty: 5704.066406
	Iteration 47Q: 3 clusters Score -1.523889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -15238896.000000 Penalty: 5704.066406
	Iteration 48Q: 3 clusters Score -1.52389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -15238899.000000 Penalty: 5704.066406
	Iteration 49Q: 3 clusters Score -1.52389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 97768 members 
Entering Unmasked Estep 
Score: -15238900.000000 Penalty: 5704.066406
	Iteration 50Q: 3 clusters Score -1.52389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -15238918.000000 Penalty: 5704.066406
	Iteration 51Q: 3 clusters Score -1.523892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -15238931.000000 Penalty: 5704.066406
	Iteration 52Q: 3 clusters Score -1.523893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -15238921.000000 Penalty: 5704.066406
	Iteration 53Q: 3 clusters Score -1.523892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -15238930.000000 Penalty: 5704.066406
	Iteration 54Q: 3 clusters Score -1.523893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -15238936.000000 Penalty: 5704.066406
	Iteration 55Q: 3 clusters Score -1.523894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -15238923.000000 Penalty: 5704.066406
	Iteration 56Q: 3 clusters Score -1.523892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -15238928.000000 Penalty: 5704.066406
	Iteration 57Q: 3 clusters Score -1.523893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -15238913.000000 Penalty: 5704.066406
	Iteration 58Q: 3 clusters Score -1.523891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -15238913.000000 Penalty: 5704.066406
	Iteration 59Q: 3 clusters Score -1.523891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -15238920.000000 Penalty: 5704.066406
	Iteration 60F: 3 clusters Score -1.523892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Entering Unmasked Estep 
Score: -2264060.250000 Penalty: 2383.343750
	Iteration 0F: 2 clusters Score -2264060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2253254.750000 Penalty: 4766.687500
	Iteration 0F: 3 clusters Score -2253255 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2256927.750000 Penalty: 4766.687500
	Iteration 1F: 3 clusters Score -2256928 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2257645.250000 Penalty: 4766.687500
	Iteration 2F: 3 clusters Score -2257645 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2258415.500000 Penalty: 4766.687500
	Iteration 3F: 3 clusters Score -2258416 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2259121.000000 Penalty: 4766.687500
	Iteration 4F: 3 clusters Score -2259121 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2259678.750000 Penalty: 4766.687500
	Iteration 5F: 3 clusters Score -2259679 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2260130.000000 Penalty: 4766.687500
	Iteration 6F: 3 clusters Score -2260130 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2260487.000000 Penalty: 4766.687500
	Iteration 7Q: 3 clusters Score -2260487 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2260802.000000 Penalty: 4766.687500
	Iteration 8Q: 3 clusters Score -2260802 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2261164.000000 Penalty: 4766.687500
	Iteration 9Q: 3 clusters Score -2261164 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2261578.750000 Penalty: 4766.687500
	Iteration 10Q: 3 clusters Score -2261579 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2261961.500000 Penalty: 4766.687500
	Iteration 11Q: 3 clusters Score -2261962 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2262291.750000 Penalty: 4766.687500
	Iteration 12Q: 3 clusters Score -2262292 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2262531.750000 Penalty: 4766.687500
	Iteration 13Q: 3 clusters Score -2262532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2262685.750000 Penalty: 4766.687500
	Iteration 14Q: 3 clusters Score -2262686 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2262796.250000 Penalty: 4766.687500
	Iteration 15Q: 3 clusters Score -2262796 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2262867.750000 Penalty: 4766.687500
	Iteration 16Q: 3 clusters Score -2262868 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2262932.000000 Penalty: 4766.687500
	Iteration 17Q: 3 clusters Score -2262932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2263002.500000 Penalty: 4766.687500
	Iteration 18Q: 3 clusters Score -2263002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2263058.750000 Penalty: 4766.687500
	Iteration 19Q: 3 clusters Score -2263059 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2263108.250000 Penalty: 4766.687500
	Iteration 20F: 3 clusters Score -2263108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2263139.250000 Penalty: 4766.687500
	Iteration 21Q: 3 clusters Score -2263139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2263162.750000 Penalty: 4766.687500
	Iteration 22Q: 3 clusters Score -2263163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2263186.000000 Penalty: 4766.687500
	Iteration 23Q: 3 clusters Score -2263186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2263204.000000 Penalty: 4766.687500
	Iteration 24Q: 3 clusters Score -2263204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2263214.750000 Penalty: 4766.687500
	Iteration 25Q: 3 clusters Score -2263215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2263226.500000 Penalty: 4766.687500
	Iteration 26Q: 3 clusters Score -2263226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2263242.750000 Penalty: 4766.687500
	Iteration 27Q: 3 clusters Score -2263243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2263257.250000 Penalty: 4766.687500
	Iteration 28Q: 3 clusters Score -2263257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2263263.750000 Penalty: 4766.687500
	Iteration 29Q: 3 clusters Score -2263264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2263273.250000 Penalty: 4766.687500
	Iteration 30Q: 3 clusters Score -2263273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2263284.250000 Penalty: 4766.687500
	Iteration 31Q: 3 clusters Score -2263284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2263288.750000 Penalty: 4766.687500
	Iteration 32Q: 3 clusters Score -2263289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2263292.000000 Penalty: 4766.687500
	Iteration 33Q: 3 clusters Score -2263292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2263299.250000 Penalty: 4766.687500
	Iteration 34Q: 3 clusters Score -2263299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2263306.000000 Penalty: 4766.687500
	Iteration 35Q: 3 clusters Score -2263306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2263314.750000 Penalty: 4766.687500
	Iteration 36Q: 3 clusters Score -2263315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2263316.000000 Penalty: 4766.687500
	Iteration 37Q: 3 clusters Score -2263316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2263320.250000 Penalty: 4766.687500
	Iteration 38Q: 3 clusters Score -2263320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2263320.500000 Penalty: 4766.687500
	Iteration 39Q: 3 clusters Score -2263320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2263321.000000 Penalty: 4766.687500
	Iteration 40F: 3 clusters Score -2263321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2263323.500000 Penalty: 4766.687500
	Iteration 41Q: 3 clusters Score -2263324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2263332.750000 Penalty: 4766.687500
	Iteration 42Q: 3 clusters Score -2263333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2263331.500000 Penalty: 4766.687500
	Iteration 43Q: 3 clusters Score -2263332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2263331.250000 Penalty: 4766.687500
	Iteration 44Q: 3 clusters Score -2263331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2263337.000000 Penalty: 4766.687500
	Iteration 45Q: 3 clusters Score -2263337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2263331.250000 Penalty: 4766.687500
	Iteration 46Q: 3 clusters Score -2263331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2263330.500000 Penalty: 4766.687500
	Iteration 47Q: 3 clusters Score -2263330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2263330.250000 Penalty: 4766.687500
	Iteration 48Q: 3 clusters Score -2263330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2263331.750000 Penalty: 4766.687500
	Iteration 49Q: 3 clusters Score -2263332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2263331.750000 Penalty: 4766.687500
	Iteration 50F: 3 clusters Score -2263332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Entering Unmasked Estep 
Score: -3221155.000000 Penalty: 2483.283203
	Iteration 0F: 2 clusters Score -3221155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3205563.250000 Penalty: 4966.566406
	Iteration 0F: 3 clusters Score -3205563 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3210886.250000 Penalty: 4966.566406
	Iteration 1F: 3 clusters Score -3210886 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3211554.000000 Penalty: 4966.566406
	Iteration 2F: 3 clusters Score -3211554 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3212439.750000 Penalty: 4966.566406
	Iteration 3F: 3 clusters Score -3212440 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3213431.500000 Penalty: 4966.566406
	Iteration 4F: 3 clusters Score -3213432 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3214515.250000 Penalty: 4966.566406
	Iteration 5F: 3 clusters Score -3214515 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3215675.500000 Penalty: 4966.566406
	Iteration 6F: 3 clusters Score -3215676 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3216811.500000 Penalty: 4966.566406
	Iteration 7F: 3 clusters Score -3216812 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3217695.250000 Penalty: 4966.566406
	Iteration 8F: 3 clusters Score -3217695 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3218304.000000 Penalty: 4966.566406
	Iteration 9Q: 3 clusters Score -3218304 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3218732.750000 Penalty: 4966.566406
	Iteration 10Q: 3 clusters Score -3218733 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3219048.250000 Penalty: 4966.566406
	Iteration 11Q: 3 clusters Score -3219048 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3219266.250000 Penalty: 4966.566406
	Iteration 12Q: 3 clusters Score -3219266 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3219444.500000 Penalty: 4966.566406
	Iteration 13Q: 3 clusters Score -3219444 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3219581.250000 Penalty: 4966.566406
	Iteration 14Q: 3 clusters Score -3219581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3219653.750000 Penalty: 4966.566406
	Iteration 15Q: 3 clusters Score -3219654 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3219711.500000 Penalty: 4966.566406
	Iteration 16Q: 3 clusters Score -3219712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3219757.250000 Penalty: 4966.566406
	Iteration 17Q: 3 clusters Score -3219757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3219782.250000 Penalty: 4966.566406
	Iteration 18Q: 3 clusters Score -3219782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3219799.000000 Penalty: 4966.566406
	Iteration 19Q: 3 clusters Score -3219799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3219803.500000 Penalty: 4966.566406
	Iteration 20F: 3 clusters Score -3219804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3219827.000000 Penalty: 4966.566406
	Iteration 21Q: 3 clusters Score -3219827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3219836.250000 Penalty: 4966.566406
	Iteration 22Q: 3 clusters Score -3219836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3219851.250000 Penalty: 4966.566406
	Iteration 23Q: 3 clusters Score -3219851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3219856.500000 Penalty: 4966.566406
	Iteration 24Q: 3 clusters Score -3219856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3219870.750000 Penalty: 4966.566406
	Iteration 25Q: 3 clusters Score -3219871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3219869.250000 Penalty: 4966.566406
	Iteration 26Q: 3 clusters Score -3219869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3219875.750000 Penalty: 4966.566406
	Iteration 27Q: 3 clusters Score -3219876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3219884.500000 Penalty: 4966.566406
	Iteration 28Q: 3 clusters Score -3219884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3219885.500000 Penalty: 4966.566406
	Iteration 29Q: 3 clusters Score -3219886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3219886.250000 Penalty: 4966.566406
	Iteration 30Q: 3 clusters Score -3219886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3219890.000000 Penalty: 4966.566406
	Iteration 31Q: 3 clusters Score -3219890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3219892.500000 Penalty: 4966.566406
	Iteration 32Q: 3 clusters Score -3219892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3219891.000000 Penalty: 4966.566406
	Iteration 33Q: 3 clusters Score -3219891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3219890.000000 Penalty: 4966.566406
	Iteration 34Q: 3 clusters Score -3219890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3219890.000000 Penalty: 4966.566406
	Iteration 35F: 3 clusters Score -3219890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Entering Unmasked Estep 
Score: -780497.750000 Penalty: 2123.701660
	Iteration 0F: 2 clusters Score -780497.8 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 2582 members 
Entering Unmasked Estep 
Score: -775825.750000 Penalty: 4247.403320
	Iteration 0F: 3 clusters Score -775825.8 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -777008.187500 Penalty: 4247.403320
	Iteration 1F: 3 clusters Score -777008.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -777225.937500 Penalty: 4247.403320
	Iteration 2F: 3 clusters Score -777225.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -777372.187500 Penalty: 4247.403320
	Iteration 3Q: 3 clusters Score -777372.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -777478.250000 Penalty: 4247.403320
	Iteration 4Q: 3 clusters Score -777478.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -777583.187500 Penalty: 4247.403320
	Iteration 5Q: 3 clusters Score -777583.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -777690.250000 Penalty: 4247.403320
	Iteration 6Q: 3 clusters Score -777690.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -777811.875000 Penalty: 4247.403320
	Iteration 7Q: 3 clusters Score -777811.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -777950.187500 Penalty: 4247.403320
	Iteration 8Q: 3 clusters Score -777950.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -778101.562500 Penalty: 4247.403320
	Iteration 9Q: 3 clusters Score -778101.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -778220.125000 Penalty: 4247.403320
	Iteration 10Q: 3 clusters Score -778220.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -778320.812500 Penalty: 4247.403320
	Iteration 11Q: 3 clusters Score -778320.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -778410.937500 Penalty: 4247.403320
	Iteration 12Q: 3 clusters Score -778410.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -778495.125000 Penalty: 4247.403320
	Iteration 13Q: 3 clusters Score -778495.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -778562.750000 Penalty: 4247.403320
	Iteration 14Q: 3 clusters Score -778562.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -778635.812500 Penalty: 4247.403320
	Iteration 15Q: 3 clusters Score -778635.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -778700.500000 Penalty: 4247.403320
	Iteration 16Q: 3 clusters Score -778700.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -778759.000000 Penalty: 4247.403320
	Iteration 17Q: 3 clusters Score -778759 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -778825.062500 Penalty: 4247.403320
	Iteration 18Q: 3 clusters Score -778825.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -778912.625000 Penalty: 4247.403320
	Iteration 19Q: 3 clusters Score -778912.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -779034.937500 Penalty: 4247.403320
	Iteration 20F: 3 clusters Score -779034.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -779136.937500 Penalty: 4247.403320
	Iteration 21Q: 3 clusters Score -779136.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -779219.187500 Penalty: 4247.403320
	Iteration 22Q: 3 clusters Score -779219.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -779304.375000 Penalty: 4247.403320
	Iteration 23Q: 3 clusters Score -779304.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -779388.437500 Penalty: 4247.403320
	Iteration 24Q: 3 clusters Score -779388.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -779461.625000 Penalty: 4247.403320
	Iteration 25Q: 3 clusters Score -779461.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -779521.812500 Penalty: 4247.403320
	Iteration 26Q: 3 clusters Score -779521.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -779549.875000 Penalty: 4247.403320
	Iteration 27Q: 3 clusters Score -779549.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -779560.687500 Penalty: 4247.403320
	Iteration 28Q: 3 clusters Score -779560.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -779570.062500 Penalty: 4247.403320
	Iteration 29Q: 3 clusters Score -779570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -779574.625000 Penalty: 4247.403320
	Iteration 30Q: 3 clusters Score -779574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -779580.625000 Penalty: 4247.403320
	Iteration 31Q: 3 clusters Score -779580.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -779584.312500 Penalty: 4247.403320
	Iteration 32Q: 3 clusters Score -779584.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -779586.875000 Penalty: 4247.403320
	Iteration 33Q: 3 clusters Score -779586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -779589.250000 Penalty: 4247.403320
	Iteration 34Q: 3 clusters Score -779589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -779591.375000 Penalty: 4247.403320
	Iteration 35Q: 3 clusters Score -779591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -779592.625000 Penalty: 4247.403320
	Iteration 36Q: 3 clusters Score -779592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -779594.000000 Penalty: 4247.403320
	Iteration 37Q: 3 clusters Score -779594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -779594.875000 Penalty: 4247.403320
	Iteration 38Q: 3 clusters Score -779594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -779595.437500 Penalty: 4247.403320
	Iteration 39Q: 3 clusters Score -779595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -779595.125000 Penalty: 4247.403320
	Iteration 40F: 3 clusters Score -779595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -779598.562500 Penalty: 4247.403320
	Iteration 41Q: 3 clusters Score -779598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -779598.562500 Penalty: 4247.403320
	Iteration 42F: 3 clusters Score -779598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -2366368.250000 Penalty: 2395.825684
	Iteration 0F: 2 clusters Score -2366368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2355167.250000 Penalty: 4791.651367
	Iteration 0F: 3 clusters Score -2355167 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2358746.000000 Penalty: 4791.651367
	Iteration 1F: 3 clusters Score -2358746 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2359376.750000 Penalty: 4791.651367
	Iteration 2F: 3 clusters Score -2359377 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2360188.250000 Penalty: 4791.651367
	Iteration 3F: 3 clusters Score -2360188 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2361075.000000 Penalty: 4791.651367
	Iteration 4F: 3 clusters Score -2361075 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2361791.500000 Penalty: 4791.651367
	Iteration 5F: 3 clusters Score -2361792 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2362331.750000 Penalty: 4791.651367
	Iteration 6F: 3 clusters Score -2362332 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2362769.250000 Penalty: 4791.651367
	Iteration 7Q: 3 clusters Score -2362769 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2363178.000000 Penalty: 4791.651367
	Iteration 8Q: 3 clusters Score -2363178 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2363563.750000 Penalty: 4791.651367
	Iteration 9Q: 3 clusters Score -2363564 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2363981.000000 Penalty: 4791.651367
	Iteration 10Q: 3 clusters Score -2363981 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2364360.000000 Penalty: 4791.651367
	Iteration 11Q: 3 clusters Score -2364360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2364687.750000 Penalty: 4791.651367
	Iteration 12Q: 3 clusters Score -2364688 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2364967.500000 Penalty: 4791.651367
	Iteration 13Q: 3 clusters Score -2364968 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2365136.000000 Penalty: 4791.651367
	Iteration 14Q: 3 clusters Score -2365136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2365230.250000 Penalty: 4791.651367
	Iteration 15Q: 3 clusters Score -2365230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2365308.000000 Penalty: 4791.651367
	Iteration 16Q: 3 clusters Score -2365308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2365391.500000 Penalty: 4791.651367
	Iteration 17Q: 3 clusters Score -2365392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2365464.250000 Penalty: 4791.651367
	Iteration 18Q: 3 clusters Score -2365464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2365509.000000 Penalty: 4791.651367
	Iteration 19Q: 3 clusters Score -2365509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2365528.250000 Penalty: 4791.651367
	Iteration 20F: 3 clusters Score -2365528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2365541.750000 Penalty: 4791.651367
	Iteration 21Q: 3 clusters Score -2365542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2365550.500000 Penalty: 4791.651367
	Iteration 22Q: 3 clusters Score -2365550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2365550.000000 Penalty: 4791.651367
	Iteration 23Q: 3 clusters Score -2365550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2365558.000000 Penalty: 4791.651367
	Iteration 24Q: 3 clusters Score -2365558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2365562.750000 Penalty: 4791.651367
	Iteration 25Q: 3 clusters Score -2365563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2365567.500000 Penalty: 4791.651367
	Iteration 26Q: 3 clusters Score -2365568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2365565.750000 Penalty: 4791.651367
	Iteration 27Q: 3 clusters Score -2365566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2365569.500000 Penalty: 4791.651367
	Iteration 28Q: 3 clusters Score -2365570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2365573.000000 Penalty: 4791.651367
	Iteration 29Q: 3 clusters Score -2365573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2365572.250000 Penalty: 4791.651367
	Iteration 30Q: 3 clusters Score -2365572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2365579.000000 Penalty: 4791.651367
	Iteration 31Q: 3 clusters Score -2365579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2365582.750000 Penalty: 4791.651367
	Iteration 32Q: 3 clusters Score -2365583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2365583.750000 Penalty: 4791.651367
	Iteration 33Q: 3 clusters Score -2365584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2365583.750000 Penalty: 4791.651367
	Iteration 34F: 3 clusters Score -2365584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Entering Unmasked Estep 
Score: -2709000.750000 Penalty: 2425.837158
	Iteration 0F: 2 clusters Score -2709001 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 8888 members 
Entering Unmasked Estep 
Score: -2696380.750000 Penalty: 4851.674316
	Iteration 0F: 3 clusters Score -2696381 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2700544.250000 Penalty: 4851.674316
	Iteration 1F: 3 clusters Score -2700544 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2700857.250000 Penalty: 4851.674316
	Iteration 2F: 3 clusters Score -2700857 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2701096.500000 Penalty: 4851.674316
	Iteration 3Q: 3 clusters Score -2701096 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2701266.500000 Penalty: 4851.674316
	Iteration 4Q: 3 clusters Score -2701266 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2701428.000000 Penalty: 4851.674316
	Iteration 5Q: 3 clusters Score -2701428 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2701586.250000 Penalty: 4851.674316
	Iteration 6Q: 3 clusters Score -2701586 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2701817.750000 Penalty: 4851.674316
	Iteration 7Q: 3 clusters Score -2701818 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2702055.250000 Penalty: 4851.674316
	Iteration 8Q: 3 clusters Score -2702055 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2702358.000000 Penalty: 4851.674316
	Iteration 9Q: 3 clusters Score -2702358 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2702832.250000 Penalty: 4851.674316
	Iteration 10Q: 3 clusters Score -2702832 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2703450.500000 Penalty: 4851.674316
	Iteration 11F: 3 clusters Score -2703450 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2704235.250000 Penalty: 4851.674316
	Iteration 12F: 3 clusters Score -2704235 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2705032.250000 Penalty: 4851.674316
	Iteration 13F: 3 clusters Score -2705032 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2705737.000000 Penalty: 4851.674316
	Iteration 14Q: 3 clusters Score -2705737 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2706177.250000 Penalty: 4851.674316
	Iteration 15Q: 3 clusters Score -2706177 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2706476.250000 Penalty: 4851.674316
	Iteration 16Q: 3 clusters Score -2706476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2706635.250000 Penalty: 4851.674316
	Iteration 17Q: 3 clusters Score -2706635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2706755.250000 Penalty: 4851.674316
	Iteration 18Q: 3 clusters Score -2706755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2706803.500000 Penalty: 4851.674316
	Iteration 19Q: 3 clusters Score -2706804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2706846.500000 Penalty: 4851.674316
	Iteration 20F: 3 clusters Score -2706846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2706866.750000 Penalty: 4851.674316
	Iteration 21Q: 3 clusters Score -2706867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2706882.500000 Penalty: 4851.674316
	Iteration 22Q: 3 clusters Score -2706882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2706908.000000 Penalty: 4851.674316
	Iteration 23Q: 3 clusters Score -2706908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2706910.250000 Penalty: 4851.674316
	Iteration 24Q: 3 clusters Score -2706910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2706917.000000 Penalty: 4851.674316
	Iteration 25Q: 3 clusters Score -2706917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2706917.000000 Penalty: 4851.674316
	Iteration 26F: 3 clusters Score -2706917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Entering Unmasked Estep 
Score: -6538633.500000 Penalty: 2641.031982
	Iteration 0F: 2 clusters Score -6538634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -6509948.000000 Penalty: 5282.063965
	Iteration 0F: 3 clusters Score -6509948 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -6520933.000000 Penalty: 5282.063965
	Iteration 1F: 3 clusters Score -6520933 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6521549.500000 Penalty: 5282.063965
	Iteration 2Q: 3 clusters Score -6521550 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -6522174.000000 Penalty: 5282.063965
	Iteration 3Q: 3 clusters Score -6522174 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -6522972.500000 Penalty: 5282.063965
	Iteration 4Q: 3 clusters Score -6522972 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6523805.500000 Penalty: 5282.063965
	Iteration 5Q: 3 clusters Score -6523806 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6524785.500000 Penalty: 5282.063965
	Iteration 6Q: 3 clusters Score -6524786 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -6526126.500000 Penalty: 5282.063965
	Iteration 7F: 3 clusters Score -6526126 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6527921.500000 Penalty: 5282.063965
	Iteration 8F: 3 clusters Score -6527922 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -6529721.000000 Penalty: 5282.063965
	Iteration 9F: 3 clusters Score -6529721 nChanged 2226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6530998 nChanged 1646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6531692 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6532026 nChanged 701
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6532245 nChanged 598
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6532470 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6532642 nChanged 522
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Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6532790 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6532922 nChanged 499
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Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6533078 nChanged 473
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Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6533220 nChanged 495
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Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6533371 nChanged 460
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6533528 nChanged 440
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Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6533653 nChanged 416
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Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6533773 nChanged 417
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Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6533900 nChanged 406
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Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6534012 nChanged 407
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Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6534131 nChanged 424
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Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6534252 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6534377 nChanged 436
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Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6534488 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6534612 nChanged 375
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Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6534746 nChanged 391
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Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6534885 nChanged 412
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Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6535024 nChanged 388
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Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6535090 nChanged 357
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Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6535190 nChanged 345
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Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6535308 nChanged 325
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Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6535390 nChanged 276
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Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6535480 nChanged 254
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Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6535525 nChanged 220
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Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6535574 nChanged 227
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Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6535611 nChanged 203
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Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6535676 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6535728 nChanged 214
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Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6535823 nChanged 187
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Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6535940 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6536048 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6536082 nChanged 131
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Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6536136 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6536166 nChanged 111
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Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6536178 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6536214 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6536232 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37322 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6536250 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37426 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6536279 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37528 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6536284 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37619 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6536299 nChanged 74
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Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6536314 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37764 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6536316 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37826 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6536320 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37892 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6536336 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37956 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6536348 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38009 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6536356 nChanged 46
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Mstep: Class 1 contains 38055 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6536372 nChanged 57
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Mstep: Class 1 contains 38112 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6536384 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6536413 nChanged 42
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Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6536432 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38234 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6536420 nChanged 27
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Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6536426 nChanged 25
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Mstep: Class 1 contains 38286 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6536430 nChanged 23
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Mstep: Class 1 contains 38309 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6536440 nChanged 17
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Mstep: Class 1 contains 38326 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6536446 nChanged 15
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6536432 nChanged 13
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Mstep: Class 1 contains 38352 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6536440 nChanged 11
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Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6536443 nChanged 9
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Mstep: Class 1 contains 38372 members 
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	Iteration 79Q: 3 clusters Score -6536442 nChanged 12
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Mstep: Class 1 contains 38384 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6536450 nChanged 8
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Mstep: Class 1 contains 38392 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6536439 nChanged 11
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Mstep: Class 1 contains 38403 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6536444 nChanged 5
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Mstep: Class 1 contains 38408 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6536446 nChanged 5
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	Iteration 84Q: 3 clusters Score -6536446 nChanged 10
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	Iteration 85Q: 3 clusters Score -6536448 nChanged 10
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Mstep: Class 1 contains 38431 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6536456 nChanged 17
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Mstep: Class 1 contains 38446 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6536458 nChanged 15
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	Iteration 88Q: 3 clusters Score -6536446 nChanged 11
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	Iteration 89Q: 3 clusters Score -6536448 nChanged 9
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Mstep: Class 1 contains 38481 members 
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	Iteration 90Q: 3 clusters Score -6536447 nChanged 6
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Mstep: Class 1 contains 38487 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6536454 nChanged 5
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6536458 nChanged 8
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6536457 nChanged 9
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Mstep: Class 1 contains 38509 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6536458 nChanged 8
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Mstep: Class 1 contains 38517 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6536462 nChanged 11
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	Iteration 96Q: 3 clusters Score -6536462 nChanged 10
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6536464 nChanged 9
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	Iteration 98Q: 3 clusters Score -6536456 nChanged 11
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	Iteration 99Q: 3 clusters Score -6536448 nChanged 10
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Mstep: Class 1 contains 38566 members 
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	Iteration 100F: 3 clusters Score -6536454 nChanged 9
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Mstep: Class 1 contains 38573 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6536452 nChanged 4
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Entering Unmasked Estep 
Score: -6536453.500000 Penalty: 5282.063965
	Iteration 102Q: 3 clusters Score -6536454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -6536454.000000 Penalty: 5282.063965
	Iteration 103Q: 3 clusters Score -6536454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6536453.000000 Penalty: 5282.063965
	Iteration 104Q: 3 clusters Score -6536453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6536453.000000 Penalty: 5282.063965
	Iteration 105Q: 3 clusters Score -6536453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6536453.000000 Penalty: 5282.063965
	Iteration 106F: 3 clusters Score -6536453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -368830.875000 Penalty: 1943.321777
	Iteration 0F: 2 clusters Score -368830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -365902.031250 Penalty: 3886.643555
	Iteration 0F: 3 clusters Score -365902 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -366468.125000 Penalty: 3886.643555
	Iteration 1F: 3 clusters Score -366468.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -366628.687500 Penalty: 3886.643555
	Iteration 2F: 3 clusters Score -366628.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -366719.093750 Penalty: 3886.643555
	Iteration 3Q: 3 clusters Score -366719.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -366786.718750 Penalty: 3886.643555
	Iteration 4Q: 3 clusters Score -366786.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -366826.906250 Penalty: 3886.643555
	Iteration 5Q: 3 clusters Score -366826.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -366852.187500 Penalty: 3886.643555
	Iteration 6Q: 3 clusters Score -366852.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -366880.125000 Penalty: 3886.643555
	Iteration 7Q: 3 clusters Score -366880.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -366904.687500 Penalty: 3886.643555
	Iteration 8Q: 3 clusters Score -366904.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -366925.406250 Penalty: 3886.643555
	Iteration 9Q: 3 clusters Score -366925.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -366939.468750 Penalty: 3886.643555
	Iteration 10Q: 3 clusters Score -366939.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366945.968750 Penalty: 3886.643555
	Iteration 11Q: 3 clusters Score -366946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -366948.812500 Penalty: 3886.643555
	Iteration 12Q: 3 clusters Score -366948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -366951.093750 Penalty: 3886.643555
	Iteration 13Q: 3 clusters Score -366951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -366951.750000 Penalty: 3886.643555
	Iteration 14Q: 3 clusters Score -366951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -366953.250000 Penalty: 3886.643555
	Iteration 15Q: 3 clusters Score -366953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -366956.437500 Penalty: 3886.643555
	Iteration 16Q: 3 clusters Score -366956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -366960.625000 Penalty: 3886.643555
	Iteration 17Q: 3 clusters Score -366960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -366964.156250 Penalty: 3886.643555
	Iteration 18Q: 3 clusters Score -366964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366964.718750 Penalty: 3886.643555
	Iteration 19Q: 3 clusters Score -366964.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -366965.750000 Penalty: 3886.643555
	Iteration 20F: 3 clusters Score -366965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -366966.906250 Penalty: 3886.643555
	Iteration 21Q: 3 clusters Score -366966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -366967.750000 Penalty: 3886.643555
	Iteration 22Q: 3 clusters Score -366967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -366967.750000 Penalty: 3886.643555
	Iteration 23F: 3 clusters Score -366967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Entering Unmasked Estep 
Score: -4346702.000000 Penalty: 2546.194824
	Iteration 0F: 2 clusters Score -4346702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4326962.000000 Penalty: 5092.389648
	Iteration 0F: 3 clusters Score -4326962 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4334111.500000 Penalty: 5092.389648
	Iteration 1F: 3 clusters Score -4334112 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4334639.500000 Penalty: 5092.389648
	Iteration 2F: 3 clusters Score -4334640 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4335254.500000 Penalty: 5092.389648
	Iteration 3Q: 3 clusters Score -4335254 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4335977.000000 Penalty: 5092.389648
	Iteration 4Q: 3 clusters Score -4335977 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4337002.500000 Penalty: 5092.389648
	Iteration 5F: 3 clusters Score -4337002 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4338447.500000 Penalty: 5092.389648
	Iteration 6F: 3 clusters Score -4338448 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4340213.000000 Penalty: 5092.389648
	Iteration 7F: 3 clusters Score -4340213 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4341919.000000 Penalty: 5092.389648
	Iteration 8F: 3 clusters Score -4341919 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4343157.000000 Penalty: 5092.389648
	Iteration 9Q: 3 clusters Score -4343157 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4343858.500000 Penalty: 5092.389648
	Iteration 10Q: 3 clusters Score -4343858 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4344121.500000 Penalty: 5092.389648
	Iteration 11Q: 3 clusters Score -4344122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4344250.000000 Penalty: 5092.389648
	Iteration 12Q: 3 clusters Score -4344250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4344325.000000 Penalty: 5092.389648
	Iteration 13Q: 3 clusters Score -4344325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4344381.500000 Penalty: 5092.389648
	Iteration 14Q: 3 clusters Score -4344382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4344409.000000 Penalty: 5092.389648
	Iteration 15Q: 3 clusters Score -4344409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4344432.000000 Penalty: 5092.389648
	Iteration 16Q: 3 clusters Score -4344432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4344446.000000 Penalty: 5092.389648
	Iteration 17Q: 3 clusters Score -4344446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4344459.500000 Penalty: 5092.389648
	Iteration 18Q: 3 clusters Score -4344460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4344471.500000 Penalty: 5092.389648
	Iteration 19Q: 3 clusters Score -4344472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4344476.000000 Penalty: 5092.389648
	Iteration 20F: 3 clusters Score -4344476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -4344492.000000 Penalty: 5092.389648
	Iteration 21Q: 3 clusters Score -4344492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4344492.000000 Penalty: 5092.389648
	Iteration 22Q: 3 clusters Score -4344492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4344501.000000 Penalty: 5092.389648
	Iteration 23Q: 3 clusters Score -4344501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4344507.000000 Penalty: 5092.389648
	Iteration 24Q: 3 clusters Score -4344507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4344514.500000 Penalty: 5092.389648
	Iteration 25Q: 3 clusters Score -4344514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4344514.500000 Penalty: 5092.389648
	Iteration 26F: 3 clusters Score -4344514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48595.296875 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48595.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48781.953125 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48781.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48846.457031 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48846.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48905.546875 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48905.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48928.390625 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48928.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48939.402344 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -48939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48947.957031 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -48947.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48959.179688 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -48959.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48960.511719 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -48960.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48963.996094 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -48964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48969.695312 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -48969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48975.726562 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -48975.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48977.050781 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -48977.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48977.050781 Penalty: 2923.623779
	Iteration 13F: 3 clusters Score -48977.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Entering Unmasked Estep 
Score: -3807473.500000 Penalty: 2512.443848
	Iteration 0F: 2 clusters Score -3807474 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 12617 members 
Entering Unmasked Estep 
Score: -3790189.500000 Penalty: 5024.887695
	Iteration 0F: 3 clusters Score -3790190 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3796000.250000 Penalty: 5024.887695
	Iteration 1F: 3 clusters Score -3796000 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3796435.250000 Penalty: 5024.887695
	Iteration 2Q: 3 clusters Score -3796435 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3796803.000000 Penalty: 5024.887695
	Iteration 3Q: 3 clusters Score -3796803 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3797211.750000 Penalty: 5024.887695
	Iteration 4Q: 3 clusters Score -3797212 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3797624.750000 Penalty: 5024.887695
	Iteration 5Q: 3 clusters Score -3797625 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3798150.000000 Penalty: 5024.887695
	Iteration 6Q: 3 clusters Score -3798150 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3798914.250000 Penalty: 5024.887695
	Iteration 7F: 3 clusters Score -3798914 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3799950.500000 Penalty: 5024.887695
	Iteration 8F: 3 clusters Score -3799950 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3801175.000000 Penalty: 5024.887695
	Iteration 9F: 3 clusters Score -3801175 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3802383.250000 Penalty: 5024.887695
	Iteration 10F: 3 clusters Score -3802383 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3803442.750000 Penalty: 5024.887695
	Iteration 11Q: 3 clusters Score -3803443 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3804135.750000 Penalty: 5024.887695
	Iteration 12Q: 3 clusters Score -3804136 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3804558.250000 Penalty: 5024.887695
	Iteration 13Q: 3 clusters Score -3804558 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3804831.750000 Penalty: 5024.887695
	Iteration 14Q: 3 clusters Score -3804832 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3805005.750000 Penalty: 5024.887695
	Iteration 15Q: 3 clusters Score -3805006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3805130.500000 Penalty: 5024.887695
	Iteration 16Q: 3 clusters Score -3805130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3805187.000000 Penalty: 5024.887695
	Iteration 17Q: 3 clusters Score -3805187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3805218.000000 Penalty: 5024.887695
	Iteration 18Q: 3 clusters Score -3805218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3805257.000000 Penalty: 5024.887695
	Iteration 19Q: 3 clusters Score -3805257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3805274.000000 Penalty: 5024.887695
	Iteration 20F: 3 clusters Score -3805274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3805284.500000 Penalty: 5024.887695
	Iteration 21Q: 3 clusters Score -3805284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3805293.000000 Penalty: 5024.887695
	Iteration 22Q: 3 clusters Score -3805293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3805296.500000 Penalty: 5024.887695
	Iteration 23Q: 3 clusters Score -3805296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3805299.750000 Penalty: 5024.887695
	Iteration 24Q: 3 clusters Score -3805300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3805305.250000 Penalty: 5024.887695
	Iteration 25Q: 3 clusters Score -3805305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3805315.750000 Penalty: 5024.887695
	Iteration 26Q: 3 clusters Score -3805316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3805322.000000 Penalty: 5024.887695
	Iteration 27Q: 3 clusters Score -3805322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3805330.500000 Penalty: 5024.887695
	Iteration 28Q: 3 clusters Score -3805330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3805337.000000 Penalty: 5024.887695
	Iteration 29Q: 3 clusters Score -3805337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3805338.500000 Penalty: 5024.887695
	Iteration 30Q: 3 clusters Score -3805338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3805339.250000 Penalty: 5024.887695
	Iteration 31Q: 3 clusters Score -3805339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3805341.000000 Penalty: 5024.887695
	Iteration 32Q: 3 clusters Score -3805341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3805340.000000 Penalty: 5024.887695
	Iteration 33Q: 3 clusters Score -3805340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3805344.500000 Penalty: 5024.887695
	Iteration 34Q: 3 clusters Score -3805344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3805343.750000 Penalty: 5024.887695
	Iteration 35Q: 3 clusters Score -3805344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3805343.750000 Penalty: 5024.887695
	Iteration 36F: 3 clusters Score -3805344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Entering Unmasked Estep 
Score: -1943584.250000 Penalty: 2364.812744
	Iteration 0F: 2 clusters Score -1943584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1933421.750000 Penalty: 4729.625488
	Iteration 0F: 3 clusters Score -1933422 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1936952.000000 Penalty: 4729.625488
	Iteration 1F: 3 clusters Score -1936952 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1937468.375000 Penalty: 4729.625488
	Iteration 2F: 3 clusters Score -1937468 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1937926.250000 Penalty: 4729.625488
	Iteration 3F: 3 clusters Score -1937926 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1938285.250000 Penalty: 4729.625488
	Iteration 4F: 3 clusters Score -1938285 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1938582.000000 Penalty: 4729.625488
	Iteration 5Q: 3 clusters Score -1938582 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1938842.000000 Penalty: 4729.625488
	Iteration 6Q: 3 clusters Score -1938842 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1939093.875000 Penalty: 4729.625488
	Iteration 7Q: 3 clusters Score -1939094 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1939290.500000 Penalty: 4729.625488
	Iteration 8Q: 3 clusters Score -1939290 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1939453.750000 Penalty: 4729.625488
	Iteration 9Q: 3 clusters Score -1939454 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1939599.250000 Penalty: 4729.625488
	Iteration 10Q: 3 clusters Score -1939599 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1939720.625000 Penalty: 4729.625488
	Iteration 11Q: 3 clusters Score -1939721 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1939835.375000 Penalty: 4729.625488
	Iteration 12Q: 3 clusters Score -1939835 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1939936.000000 Penalty: 4729.625488
	Iteration 13Q: 3 clusters Score -1939936 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1940039.250000 Penalty: 4729.625488
	Iteration 14Q: 3 clusters Score -1940039 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1940149.750000 Penalty: 4729.625488
	Iteration 15Q: 3 clusters Score -1940150 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1940254.000000 Penalty: 4729.625488
	Iteration 16Q: 3 clusters Score -1940254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1940364.750000 Penalty: 4729.625488
	Iteration 17Q: 3 clusters Score -1940365 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1940491.375000 Penalty: 4729.625488
	Iteration 18Q: 3 clusters Score -1940491 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1940629.875000 Penalty: 4729.625488
	Iteration 19Q: 3 clusters Score -1940630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1940782.250000 Penalty: 4729.625488
	Iteration 20F: 3 clusters Score -1940782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1940911.375000 Penalty: 4729.625488
	Iteration 21Q: 3 clusters Score -1940911 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1941056.125000 Penalty: 4729.625488
	Iteration 22Q: 3 clusters Score -1941056 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1941133.500000 Penalty: 4729.625488
	Iteration 23Q: 3 clusters Score -1941134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1941197.375000 Penalty: 4729.625488
	Iteration 24Q: 3 clusters Score -1941197 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1941250.875000 Penalty: 4729.625488
	Iteration 25Q: 3 clusters Score -1941251 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1941296.000000 Penalty: 4729.625488
	Iteration 26Q: 3 clusters Score -1941296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1941341.375000 Penalty: 4729.625488
	Iteration 27Q: 3 clusters Score -1941341 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1941377.625000 Penalty: 4729.625488
	Iteration 28Q: 3 clusters Score -1941378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1941412.750000 Penalty: 4729.625488
	Iteration 29Q: 3 clusters Score -1941413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1941447.125000 Penalty: 4729.625488
	Iteration 30Q: 3 clusters Score -1941447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1941473.625000 Penalty: 4729.625488
	Iteration 31Q: 3 clusters Score -1941474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1941498.625000 Penalty: 4729.625488
	Iteration 32Q: 3 clusters Score -1941499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1941528.125000 Penalty: 4729.625488
	Iteration 33Q: 3 clusters Score -1941528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1941554.625000 Penalty: 4729.625488
	Iteration 34Q: 3 clusters Score -1941555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1941581.375000 Penalty: 4729.625488
	Iteration 35Q: 3 clusters Score -1941581 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1941630.750000 Penalty: 4729.625488
	Iteration 36Q: 3 clusters Score -1941631 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1941666.000000 Penalty: 4729.625488
	Iteration 37Q: 3 clusters Score -1941666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1941714.250000 Penalty: 4729.625488
	Iteration 38Q: 3 clusters Score -1941714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1941766.375000 Penalty: 4729.625488
	Iteration 39Q: 3 clusters Score -1941766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1941806.250000 Penalty: 4729.625488
	Iteration 40F: 3 clusters Score -1941806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1941844.125000 Penalty: 4729.625488
	Iteration 41Q: 3 clusters Score -1941844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1941877.250000 Penalty: 4729.625488
	Iteration 42Q: 3 clusters Score -1941877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1941909.125000 Penalty: 4729.625488
	Iteration 43Q: 3 clusters Score -1941909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1941940.000000 Penalty: 4729.625488
	Iteration 44Q: 3 clusters Score -1941940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1941967.250000 Penalty: 4729.625488
	Iteration 45Q: 3 clusters Score -1941967 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1942000.625000 Penalty: 4729.625488
	Iteration 46Q: 3 clusters Score -1942001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1942013.250000 Penalty: 4729.625488
	Iteration 47Q: 3 clusters Score -1942013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1942027.250000 Penalty: 4729.625488
	Iteration 48Q: 3 clusters Score -1942027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1942048.500000 Penalty: 4729.625488
	Iteration 49Q: 3 clusters Score -1942048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1942071.375000 Penalty: 4729.625488
	Iteration 50Q: 3 clusters Score -1942071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1942092.000000 Penalty: 4729.625488
	Iteration 51Q: 3 clusters Score -1942092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1942115.375000 Penalty: 4729.625488
	Iteration 52Q: 3 clusters Score -1942115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1942125.375000 Penalty: 4729.625488
	Iteration 53Q: 3 clusters Score -1942125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1942129.000000 Penalty: 4729.625488
	Iteration 54Q: 3 clusters Score -1942129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1942136.625000 Penalty: 4729.625488
	Iteration 55Q: 3 clusters Score -1942137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1942151.875000 Penalty: 4729.625488
	Iteration 56Q: 3 clusters Score -1942152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1942164.625000 Penalty: 4729.625488
	Iteration 57Q: 3 clusters Score -1942165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1942168.375000 Penalty: 4729.625488
	Iteration 58Q: 3 clusters Score -1942168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1942171.500000 Penalty: 4729.625488
	Iteration 59Q: 3 clusters Score -1942172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1942183.500000 Penalty: 4729.625488
	Iteration 60F: 3 clusters Score -1942184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1942190.750000 Penalty: 4729.625488
	Iteration 61Q: 3 clusters Score -1942191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1942192.375000 Penalty: 4729.625488
	Iteration 62Q: 3 clusters Score -1942192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1942191.750000 Penalty: 4729.625488
	Iteration 63Q: 3 clusters Score -1942192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1942195.375000 Penalty: 4729.625488
	Iteration 64Q: 3 clusters Score -1942195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1942199.875000 Penalty: 4729.625488
	Iteration 65Q: 3 clusters Score -1942200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1942199.750000 Penalty: 4729.625488
	Iteration 66Q: 3 clusters Score -1942200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1942200.250000 Penalty: 4729.625488
	Iteration 67Q: 3 clusters Score -1942200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1942206.000000 Penalty: 4729.625488
	Iteration 68Q: 3 clusters Score -1942206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1942205.625000 Penalty: 4729.625488
	Iteration 69Q: 3 clusters Score -1942206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1942209.500000 Penalty: 4729.625488
	Iteration 70Q: 3 clusters Score -1942210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1942206.625000 Penalty: 4729.625488
	Iteration 71Q: 3 clusters Score -1942207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1942211.875000 Penalty: 4729.625488
	Iteration 72Q: 3 clusters Score -1942212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1942210.125000 Penalty: 4729.625488
	Iteration 73Q: 3 clusters Score -1942210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1942213.875000 Penalty: 4729.625488
	Iteration 74Q: 3 clusters Score -1942214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1942210.500000 Penalty: 4729.625488
	Iteration 75Q: 3 clusters Score -1942210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1942212.500000 Penalty: 4729.625488
	Iteration 76Q: 3 clusters Score -1942212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1942212.500000 Penalty: 4729.625488
	Iteration 77F: 3 clusters Score -1942212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Entering Unmasked Estep 
Score: -5538486.500000 Penalty: 2605.670898
	Iteration 0F: 2 clusters Score -5538486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5513576.500000 Penalty: 5211.341797
	Iteration 0F: 3 clusters Score -5513576 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -5522713.500000 Penalty: 5211.341797
	Iteration 1F: 3 clusters Score -5522714 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5523277.000000 Penalty: 5211.341797
	Iteration 2Q: 3 clusters Score -5523277 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5523852.000000 Penalty: 5211.341797
	Iteration 3Q: 3 clusters Score -5523852 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5524534.500000 Penalty: 5211.341797
	Iteration 4Q: 3 clusters Score -5524534 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -5525357.500000 Penalty: 5211.341797
	Iteration 5Q: 3 clusters Score -5525358 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5526363.000000 Penalty: 5211.341797
	Iteration 6F: 3 clusters Score -5526363 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5527559.500000 Penalty: 5211.341797
	Iteration 7F: 3 clusters Score -5527560 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -5528807.000000 Penalty: 5211.341797
	Iteration 8F: 3 clusters Score -5528807 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5530101.000000 Penalty: 5211.341797
	Iteration 9F: 3 clusters Score -5530101 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -5531229.500000 Penalty: 5211.341797
	Iteration 10Q: 3 clusters Score -5531230 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -5532275.500000 Penalty: 5211.341797
	Iteration 11Q: 3 clusters Score -5532276 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5533117.500000 Penalty: 5211.341797
	Iteration 12Q: 3 clusters Score -5533118 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -5533808.500000 Penalty: 5211.341797
	Iteration 13Q: 3 clusters Score -5533808 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -5534399.500000 Penalty: 5211.341797
	Iteration 14Q: 3 clusters Score -5534400 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -5534837.000000 Penalty: 5211.341797
	Iteration 15Q: 3 clusters Score -5534837 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5535172.000000 Penalty: 5211.341797
	Iteration 16Q: 3 clusters Score -5535172 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -5535384.500000 Penalty: 5211.341797
	Iteration 17Q: 3 clusters Score -5535384 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -5535519.500000 Penalty: 5211.341797
	Iteration 18Q: 3 clusters Score -5535520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5535624.500000 Penalty: 5211.341797
	Iteration 19Q: 3 clusters Score -5535624 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5535715.500000 Penalty: 5211.341797
	Iteration 20F: 3 clusters Score -5535716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5535814.000000 Penalty: 5211.341797
	Iteration 21Q: 3 clusters Score -5535814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -5535935.000000 Penalty: 5211.341797
	Iteration 22Q: 3 clusters Score -5535935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5535986.000000 Penalty: 5211.341797
	Iteration 23Q: 3 clusters Score -5535986 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5536028.500000 Penalty: 5211.341797
	Iteration 24Q: 3 clusters Score -5536028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5536076.000000 Penalty: 5211.341797
	Iteration 25Q: 3 clusters Score -5536076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -5536106.000000 Penalty: 5211.341797
	Iteration 26Q: 3 clusters Score -5536106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -5536121.000000 Penalty: 5211.341797
	Iteration 27Q: 3 clusters Score -5536121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5536133.500000 Penalty: 5211.341797
	Iteration 28Q: 3 clusters Score -5536134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -5536153.500000 Penalty: 5211.341797
	Iteration 29Q: 3 clusters Score -5536154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5536173.000000 Penalty: 5211.341797
	Iteration 30Q: 3 clusters Score -5536173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5536184.500000 Penalty: 5211.341797
	Iteration 31Q: 3 clusters Score -5536184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5536198.000000 Penalty: 5211.341797
	Iteration 32Q: 3 clusters Score -5536198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -5536226.000000 Penalty: 5211.341797
	Iteration 33Q: 3 clusters Score -5536226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -5536243.500000 Penalty: 5211.341797
	Iteration 34Q: 3 clusters Score -5536244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5536249.000000 Penalty: 5211.341797
	Iteration 35Q: 3 clusters Score -5536249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -5536261.500000 Penalty: 5211.341797
	Iteration 36Q: 3 clusters Score -5536262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -5536269.500000 Penalty: 5211.341797
	Iteration 37Q: 3 clusters Score -5536270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -5536268.000000 Penalty: 5211.341797
	Iteration 38Q: 3 clusters Score -5536268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5536274.500000 Penalty: 5211.341797
	Iteration 39Q: 3 clusters Score -5536274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -5536277.500000 Penalty: 5211.341797
	Iteration 40F: 3 clusters Score -5536278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -5536288.000000 Penalty: 5211.341797
	Iteration 41Q: 3 clusters Score -5536288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5536291.000000 Penalty: 5211.341797
	Iteration 42Q: 3 clusters Score -5536291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -5536302.000000 Penalty: 5211.341797
	Iteration 43Q: 3 clusters Score -5536302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5536293.000000 Penalty: 5211.341797
	Iteration 44Q: 3 clusters Score -5536293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5536293.000000 Penalty: 5211.341797
	Iteration 45Q: 3 clusters Score -5536293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5536301.500000 Penalty: 5211.341797
	Iteration 46Q: 3 clusters Score -5536302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -5536310.000000 Penalty: 5211.341797
	Iteration 47Q: 3 clusters Score -5536310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -5536308.500000 Penalty: 5211.341797
	Iteration 48Q: 3 clusters Score -5536308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -5536313.500000 Penalty: 5211.341797
	Iteration 49Q: 3 clusters Score -5536314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5536313.500000 Penalty: 5211.341797
	Iteration 50Q: 3 clusters Score -5536314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5536312.500000 Penalty: 5211.341797
	Iteration 51Q: 3 clusters Score -5536312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5536319.500000 Penalty: 5211.341797
	Iteration 52Q: 3 clusters Score -5536320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5536326.000000 Penalty: 5211.341797
	Iteration 53Q: 3 clusters Score -5536326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5536327.500000 Penalty: 5211.341797
	Iteration 54Q: 3 clusters Score -5536328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -5536327.000000 Penalty: 5211.341797
	Iteration 55Q: 3 clusters Score -5536327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -5536326.000000 Penalty: 5211.341797
	Iteration 56Q: 3 clusters Score -5536326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5536331.000000 Penalty: 5211.341797
	Iteration 57Q: 3 clusters Score -5536331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5536319.500000 Penalty: 5211.341797
	Iteration 58Q: 3 clusters Score -5536320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5536321.500000 Penalty: 5211.341797
	Iteration 59Q: 3 clusters Score -5536322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5536324.000000 Penalty: 5211.341797
	Iteration 60F: 3 clusters Score -5536324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -716655.375000 Penalty: 2117.563477
	Iteration 0F: 2 clusters Score -716655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -712124.437500 Penalty: 4235.126953
	Iteration 0F: 3 clusters Score -712124.4 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -713294.625000 Penalty: 4235.126953
	Iteration 1F: 3 clusters Score -713294.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -713570.250000 Penalty: 4235.126953
	Iteration 2F: 3 clusters Score -713570.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -713775.000000 Penalty: 4235.126953
	Iteration 3F: 3 clusters Score -713775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -713944.625000 Penalty: 4235.126953
	Iteration 4Q: 3 clusters Score -713944.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -714104.562500 Penalty: 4235.126953
	Iteration 5Q: 3 clusters Score -714104.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -714256.937500 Penalty: 4235.126953
	Iteration 6Q: 3 clusters Score -714256.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -714392.187500 Penalty: 4235.126953
	Iteration 7Q: 3 clusters Score -714392.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -714488.687500 Penalty: 4235.126953
	Iteration 8Q: 3 clusters Score -714488.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -714572.062500 Penalty: 4235.126953
	Iteration 9Q: 3 clusters Score -714572.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -714657.000000 Penalty: 4235.126953
	Iteration 10Q: 3 clusters Score -714657 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -714737.875000 Penalty: 4235.126953
	Iteration 11Q: 3 clusters Score -714737.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -714826.125000 Penalty: 4235.126953
	Iteration 12Q: 3 clusters Score -714826.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -714907.187500 Penalty: 4235.126953
	Iteration 13Q: 3 clusters Score -714907.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -714981.687500 Penalty: 4235.126953
	Iteration 14Q: 3 clusters Score -714981.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -715043.750000 Penalty: 4235.126953
	Iteration 15Q: 3 clusters Score -715043.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -715102.312500 Penalty: 4235.126953
	Iteration 16Q: 3 clusters Score -715102.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -715162.062500 Penalty: 4235.126953
	Iteration 17Q: 3 clusters Score -715162.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -715217.625000 Penalty: 4235.126953
	Iteration 18Q: 3 clusters Score -715217.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -715271.062500 Penalty: 4235.126953
	Iteration 19Q: 3 clusters Score -715271.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -715332.000000 Penalty: 4235.126953
	Iteration 20F: 3 clusters Score -715332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -715369.437500 Penalty: 4235.126953
	Iteration 21Q: 3 clusters Score -715369.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -715400.000000 Penalty: 4235.126953
	Iteration 22Q: 3 clusters Score -715400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -715417.500000 Penalty: 4235.126953
	Iteration 23Q: 3 clusters Score -715417.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -715435.437500 Penalty: 4235.126953
	Iteration 24Q: 3 clusters Score -715435.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -715445.750000 Penalty: 4235.126953
	Iteration 25Q: 3 clusters Score -715445.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -715456.375000 Penalty: 4235.126953
	Iteration 26Q: 3 clusters Score -715456.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -715468.250000 Penalty: 4235.126953
	Iteration 27Q: 3 clusters Score -715468.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -715478.000000 Penalty: 4235.126953
	Iteration 28Q: 3 clusters Score -715478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -715488.125000 Penalty: 4235.126953
	Iteration 29Q: 3 clusters Score -715488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -715496.562500 Penalty: 4235.126953
	Iteration 30Q: 3 clusters Score -715496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -715502.125000 Penalty: 4235.126953
	Iteration 31Q: 3 clusters Score -715502.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -715513.687500 Penalty: 4235.126953
	Iteration 32Q: 3 clusters Score -715513.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -715523.000000 Penalty: 4235.126953
	Iteration 33Q: 3 clusters Score -715523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -715531.687500 Penalty: 4235.126953
	Iteration 34Q: 3 clusters Score -715531.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -715536.062500 Penalty: 4235.126953
	Iteration 35Q: 3 clusters Score -715536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -715540.625000 Penalty: 4235.126953
	Iteration 36Q: 3 clusters Score -715540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -715546.750000 Penalty: 4235.126953
	Iteration 37Q: 3 clusters Score -715546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -715551.937500 Penalty: 4235.126953
	Iteration 38Q: 3 clusters Score -715551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -715554.062500 Penalty: 4235.126953
	Iteration 39Q: 3 clusters Score -715554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -715557.312500 Penalty: 4235.126953
	Iteration 40F: 3 clusters Score -715557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -715559.500000 Penalty: 4235.126953
	Iteration 41Q: 3 clusters Score -715559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -715561.437500 Penalty: 4235.126953
	Iteration 42Q: 3 clusters Score -715561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -715564.250000 Penalty: 4235.126953
	Iteration 43Q: 3 clusters Score -715564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -715563.812500 Penalty: 4235.126953
	Iteration 44Q: 3 clusters Score -715563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -715564.625000 Penalty: 4235.126953
	Iteration 45Q: 3 clusters Score -715564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -715564.000000 Penalty: 4235.126953
	Iteration 46Q: 3 clusters Score -715564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -715566.375000 Penalty: 4235.126953
	Iteration 47Q: 3 clusters Score -715566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -715568.187500 Penalty: 4235.126953
	Iteration 48Q: 3 clusters Score -715568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -715568.625000 Penalty: 4235.126953
	Iteration 49Q: 3 clusters Score -715568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -715571.500000 Penalty: 4235.126953
	Iteration 50Q: 3 clusters Score -715571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -715570.312500 Penalty: 4235.126953
	Iteration 51Q: 3 clusters Score -715570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -715571.125000 Penalty: 4235.126953
	Iteration 52Q: 3 clusters Score -715571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -715574.250000 Penalty: 4235.126953
	Iteration 53Q: 3 clusters Score -715574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -715576.000000 Penalty: 4235.126953
	Iteration 54Q: 3 clusters Score -715576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -715579.375000 Penalty: 4235.126953
	Iteration 55Q: 3 clusters Score -715579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -715580.500000 Penalty: 4235.126953
	Iteration 56Q: 3 clusters Score -715580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -715585.187500 Penalty: 4235.126953
	Iteration 57Q: 3 clusters Score -715585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -715589.000000 Penalty: 4235.126953
	Iteration 58Q: 3 clusters Score -715589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -715591.687500 Penalty: 4235.126953
	Iteration 59Q: 3 clusters Score -715591.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -715599.312500 Penalty: 4235.126953
	Iteration 60F: 3 clusters Score -715599.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -715604.312500 Penalty: 4235.126953
	Iteration 61Q: 3 clusters Score -715604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -715605.187500 Penalty: 4235.126953
	Iteration 62Q: 3 clusters Score -715605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -715609.562500 Penalty: 4235.126953
	Iteration 63Q: 3 clusters Score -715609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -715614.500000 Penalty: 4235.126953
	Iteration 64Q: 3 clusters Score -715614.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -715623.375000 Penalty: 4235.126953
	Iteration 65Q: 3 clusters Score -715623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -715629.875000 Penalty: 4235.126953
	Iteration 66Q: 3 clusters Score -715629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -715632.187500 Penalty: 4235.126953
	Iteration 67Q: 3 clusters Score -715632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -715637.562500 Penalty: 4235.126953
	Iteration 68Q: 3 clusters Score -715637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -715641.500000 Penalty: 4235.126953
	Iteration 69Q: 3 clusters Score -715641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -715645.312500 Penalty: 4235.126953
	Iteration 70Q: 3 clusters Score -715645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -715648.125000 Penalty: 4235.126953
	Iteration 71Q: 3 clusters Score -715648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -715649.375000 Penalty: 4235.126953
	Iteration 72Q: 3 clusters Score -715649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -715650.500000 Penalty: 4235.126953
	Iteration 73Q: 3 clusters Score -715650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -715651.437500 Penalty: 4235.126953
	Iteration 74Q: 3 clusters Score -715651.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -715654.812500 Penalty: 4235.126953
	Iteration 75Q: 3 clusters Score -715654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -715657.062500 Penalty: 4235.126953
	Iteration 76Q: 3 clusters Score -715657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -715658.437500 Penalty: 4235.126953
	Iteration 77Q: 3 clusters Score -715658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -715658.312500 Penalty: 4235.126953
	Iteration 78Q: 3 clusters Score -715658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -715658.312500 Penalty: 4235.126953
	Iteration 79F: 3 clusters Score -715658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72073.937500 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72073.94 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72421.820312 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72421.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72906.164062 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -72906.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73328.000000 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73849.117188 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73849.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74027.406250 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -74027.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74123.171875 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74123.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74152.937500 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74152.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74152.937500 Penalty: 3137.770020
	Iteration 8F: 3 clusters Score -74152.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 358 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104163968.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104165592.000000 to -104163968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -615483.250000 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -615483.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -611067.125000 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -611067.1 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -612242.812500 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -612242.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -612638.437500 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -612638.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -612995.562500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -612995.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -613330.000000 Penalty: 4197.831543
	Iteration 4F: 3 clusters Score -613330 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -613606.500000 Penalty: 4197.831543
	Iteration 5F: 3 clusters Score -613606.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -613845.562500 Penalty: 4197.831543
	Iteration 6F: 3 clusters Score -613845.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -614052.937500 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -614052.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -614280.125000 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -614280.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -614530.500000 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -614530.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -614751.687500 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -614751.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -614926.000000 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -614926 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -615070.625000 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -615070.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -615199.125000 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -615199.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -615291.437500 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -615291.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -615358.125000 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -615358.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -615392.937500 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -615392.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -615428.687500 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -615428.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -615455.375000 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -615455.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -615483.375000 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -615483.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -615509.062500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -615509.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -615525.437500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -615525.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -615542.000000 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -615542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -615560.187500 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -615560.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -615574.812500 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -615574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -615582.187500 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -615582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -615589.750000 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -615589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -615594.750000 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -615594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -615598.812500 Penalty: 4197.831543
	Iteration 28Q: 3 clusters Score -615598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -615602.687500 Penalty: 4197.831543
	Iteration 29Q: 3 clusters Score -615602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -615611.312500 Penalty: 4197.831543
	Iteration 30Q: 3 clusters Score -615611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -615615.250000 Penalty: 4197.831543
	Iteration 31Q: 3 clusters Score -615615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -615619.187500 Penalty: 4197.831543
	Iteration 32Q: 3 clusters Score -615619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -615621.687500 Penalty: 4197.831543
	Iteration 33Q: 3 clusters Score -615621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -615622.812500 Penalty: 4197.831543
	Iteration 34Q: 3 clusters Score -615622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -615624.375000 Penalty: 4197.831543
	Iteration 35Q: 3 clusters Score -615624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -615625.375000 Penalty: 4197.831543
	Iteration 36Q: 3 clusters Score -615625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -615625.375000 Penalty: 4197.831543
	Iteration 37F: 3 clusters Score -615625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 2652 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104164288.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104165592.000000 to -104164288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -222177.875000 Penalty: 1824.357422
	Iteration 0F: 2 clusters Score -222177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -219876.171875 Penalty: 3648.714844
	Iteration 0F: 3 clusters Score -219876.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -220300.140625 Penalty: 3648.714844
	Iteration 1F: 3 clusters Score -220300.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -220417.500000 Penalty: 3648.714844
	Iteration 2F: 3 clusters Score -220417.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -220517.203125 Penalty: 3648.714844
	Iteration 3Q: 3 clusters Score -220517.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220635.203125 Penalty: 3648.714844
	Iteration 4Q: 3 clusters Score -220635.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -220811.609375 Penalty: 3648.714844
	Iteration 5Q: 3 clusters Score -220811.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -220940.640625 Penalty: 3648.714844
	Iteration 6Q: 3 clusters Score -220940.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221015.546875 Penalty: 3648.714844
	Iteration 7Q: 3 clusters Score -221015.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221074.531250 Penalty: 3648.714844
	Iteration 8Q: 3 clusters Score -221074.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221120.750000 Penalty: 3648.714844
	Iteration 9Q: 3 clusters Score -221120.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221160.078125 Penalty: 3648.714844
	Iteration 10Q: 3 clusters Score -221160.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -221202.093750 Penalty: 3648.714844
	Iteration 11Q: 3 clusters Score -221202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221218.937500 Penalty: 3648.714844
	Iteration 12Q: 3 clusters Score -221218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221228.265625 Penalty: 3648.714844
	Iteration 13Q: 3 clusters Score -221228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221234.765625 Penalty: 3648.714844
	Iteration 14Q: 3 clusters Score -221234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221237.953125 Penalty: 3648.714844
	Iteration 15Q: 3 clusters Score -221238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221244.609375 Penalty: 3648.714844
	Iteration 16Q: 3 clusters Score -221244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221246.390625 Penalty: 3648.714844
	Iteration 17Q: 3 clusters Score -221246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221246.796875 Penalty: 3648.714844
	Iteration 18Q: 3 clusters Score -221246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221246.718750 Penalty: 3648.714844
	Iteration 19Q: 3 clusters Score -221246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221246.734375 Penalty: 3648.714844
	Iteration 20F: 3 clusters Score -221246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221251.203125 Penalty: 3648.714844
	Iteration 21Q: 3 clusters Score -221251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221252.906250 Penalty: 3648.714844
	Iteration 22Q: 3 clusters Score -221252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221255.296875 Penalty: 3648.714844
	Iteration 23Q: 3 clusters Score -221255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221257.328125 Penalty: 3648.714844
	Iteration 24Q: 3 clusters Score -221257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221257.328125 Penalty: 3648.714844
	Iteration 25F: 3 clusters Score -221257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Entering Unmasked Estep 
Score: -2348560.750000 Penalty: 2391.487793
	Iteration 0F: 2 clusters Score -2348561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2337494.750000 Penalty: 4782.975586
	Iteration 0F: 3 clusters Score -2337495 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2341157.750000 Penalty: 4782.975586
	Iteration 1F: 3 clusters Score -2341158 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2341767.500000 Penalty: 4782.975586
	Iteration 2F: 3 clusters Score -2341768 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2342391.750000 Penalty: 4782.975586
	Iteration 3F: 3 clusters Score -2342392 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2342986.250000 Penalty: 4782.975586
	Iteration 4F: 3 clusters Score -2342986 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2343465.750000 Penalty: 4782.975586
	Iteration 5F: 3 clusters Score -2343466 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2343816.750000 Penalty: 4782.975586
	Iteration 6Q: 3 clusters Score -2343817 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2344041.750000 Penalty: 4782.975586
	Iteration 7Q: 3 clusters Score -2344042 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2344212.250000 Penalty: 4782.975586
	Iteration 8Q: 3 clusters Score -2344212 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2344343.000000 Penalty: 4782.975586
	Iteration 9Q: 3 clusters Score -2344343 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2344445.000000 Penalty: 4782.975586
	Iteration 10Q: 3 clusters Score -2344445 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2344530.500000 Penalty: 4782.975586
	Iteration 11Q: 3 clusters Score -2344530 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2344602.000000 Penalty: 4782.975586
	Iteration 12Q: 3 clusters Score -2344602 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2344661.000000 Penalty: 4782.975586
	Iteration 13Q: 3 clusters Score -2344661 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2344709.500000 Penalty: 4782.975586
	Iteration 14Q: 3 clusters Score -2344710 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2344743.000000 Penalty: 4782.975586
	Iteration 15Q: 3 clusters Score -2344743 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2344792.500000 Penalty: 4782.975586
	Iteration 16Q: 3 clusters Score -2344792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2344816.750000 Penalty: 4782.975586
	Iteration 17Q: 3 clusters Score -2344817 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2344857.750000 Penalty: 4782.975586
	Iteration 18Q: 3 clusters Score -2344858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2344903.750000 Penalty: 4782.975586
	Iteration 19Q: 3 clusters Score -2344904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2344951.000000 Penalty: 4782.975586
	Iteration 20F: 3 clusters Score -2344951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2344993.250000 Penalty: 4782.975586
	Iteration 21Q: 3 clusters Score -2344993 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2345037.750000 Penalty: 4782.975586
	Iteration 22Q: 3 clusters Score -2345038 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2345082.500000 Penalty: 4782.975586
	Iteration 23Q: 3 clusters Score -2345082 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2345124.250000 Penalty: 4782.975586
	Iteration 24Q: 3 clusters Score -2345124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2345158.750000 Penalty: 4782.975586
	Iteration 25Q: 3 clusters Score -2345159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2345190.000000 Penalty: 4782.975586
	Iteration 26Q: 3 clusters Score -2345190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2345251.250000 Penalty: 4782.975586
	Iteration 27Q: 3 clusters Score -2345251 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2345302.500000 Penalty: 4782.975586
	Iteration 28Q: 3 clusters Score -2345302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2345364.000000 Penalty: 4782.975586
	Iteration 29Q: 3 clusters Score -2345364 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2345434.750000 Penalty: 4782.975586
	Iteration 30Q: 3 clusters Score -2345435 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2345512.750000 Penalty: 4782.975586
	Iteration 31Q: 3 clusters Score -2345513 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2345586.500000 Penalty: 4782.975586
	Iteration 32Q: 3 clusters Score -2345586 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2345678.000000 Penalty: 4782.975586
	Iteration 33Q: 3 clusters Score -2345678 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2345764.000000 Penalty: 4782.975586
	Iteration 34Q: 3 clusters Score -2345764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2345860.000000 Penalty: 4782.975586
	Iteration 35Q: 3 clusters Score -2345860 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2345954.750000 Penalty: 4782.975586
	Iteration 36Q: 3 clusters Score -2345955 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2346054.750000 Penalty: 4782.975586
	Iteration 37Q: 3 clusters Score -2346055 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2346137.250000 Penalty: 4782.975586
	Iteration 38Q: 3 clusters Score -2346137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2346234.000000 Penalty: 4782.975586
	Iteration 39Q: 3 clusters Score -2346234 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2346291.750000 Penalty: 4782.975586
	Iteration 40F: 3 clusters Score -2346292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2346350.750000 Penalty: 4782.975586
	Iteration 41Q: 3 clusters Score -2346351 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2346401.750000 Penalty: 4782.975586
	Iteration 42Q: 3 clusters Score -2346402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2346439.750000 Penalty: 4782.975586
	Iteration 43Q: 3 clusters Score -2346440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2346487.000000 Penalty: 4782.975586
	Iteration 44Q: 3 clusters Score -2346487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2346526.500000 Penalty: 4782.975586
	Iteration 45Q: 3 clusters Score -2346526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2346556.000000 Penalty: 4782.975586
	Iteration 46Q: 3 clusters Score -2346556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2346585.000000 Penalty: 4782.975586
	Iteration 47Q: 3 clusters Score -2346585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2346616.750000 Penalty: 4782.975586
	Iteration 48Q: 3 clusters Score -2346617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2346633.750000 Penalty: 4782.975586
	Iteration 49Q: 3 clusters Score -2346634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2346651.750000 Penalty: 4782.975586
	Iteration 50Q: 3 clusters Score -2346652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2346668.500000 Penalty: 4782.975586
	Iteration 51Q: 3 clusters Score -2346668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2346682.250000 Penalty: 4782.975586
	Iteration 52Q: 3 clusters Score -2346682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2346687.000000 Penalty: 4782.975586
	Iteration 53Q: 3 clusters Score -2346687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2346691.500000 Penalty: 4782.975586
	Iteration 54Q: 3 clusters Score -2346692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2346698.000000 Penalty: 4782.975586
	Iteration 55Q: 3 clusters Score -2346698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2346707.500000 Penalty: 4782.975586
	Iteration 56Q: 3 clusters Score -2346708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2346709.250000 Penalty: 4782.975586
	Iteration 57Q: 3 clusters Score -2346709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2346713.750000 Penalty: 4782.975586
	Iteration 58Q: 3 clusters Score -2346714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2346716.000000 Penalty: 4782.975586
	Iteration 59Q: 3 clusters Score -2346716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2346718.500000 Penalty: 4782.975586
	Iteration 60F: 3 clusters Score -2346718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2346717.250000 Penalty: 4782.975586
	Iteration 61Q: 3 clusters Score -2346717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2346717.250000 Penalty: 4782.975586
	Iteration 62Q: 3 clusters Score -2346717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2346722.750000 Penalty: 4782.975586
	Iteration 63Q: 3 clusters Score -2346723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2346722.250000 Penalty: 4782.975586
	Iteration 64Q: 3 clusters Score -2346722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2346722.750000 Penalty: 4782.975586
	Iteration 65Q: 3 clusters Score -2346723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2346723.000000 Penalty: 4782.975586
	Iteration 66Q: 3 clusters Score -2346723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2346722.750000 Penalty: 4782.975586
	Iteration 67Q: 3 clusters Score -2346723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2346723.000000 Penalty: 4782.975586
	Iteration 68Q: 3 clusters Score -2346723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2346723.500000 Penalty: 4782.975586
	Iteration 69Q: 3 clusters Score -2346724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2346723.500000 Penalty: 4782.975586
	Iteration 70F: 3 clusters Score -2346724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88377.601562 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88377.6 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 348 members 
Entering Unmasked Estep 
Score: -86750.359375 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86750.36 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87151.968750 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87151.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87291.937500 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -87291.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87505.148438 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -87505.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -87543.601562 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -87543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87553.203125 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -87553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87562.648438 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -87562.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87569.382812 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -87569.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87576.117188 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -87576.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87580.640625 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -87580.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87586.031250 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -87586.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87591.445312 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -87591.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87596.734375 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -87596.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87601.765625 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -87601.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87607.062500 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -87607.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87609.335938 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -87609.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87612.023438 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -87612.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87613.132812 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -87613.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87615.453125 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -87615.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87616.445312 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -87616.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87617.445312 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -87617.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87620.070312 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -87620.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87623.070312 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -87623.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87623.070312 Penalty: 3274.210205
	Iteration 23F: 3 clusters Score -87623.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (104574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Entering Unmasked Estep 
Score: -16155698.000000 Penalty: 2866.297363
	Iteration 0F: 2 clusters Score -1.61557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -16087515.000000 Penalty: 5732.594727
	Iteration 0F: 3 clusters Score -1.608752e+07 nChanged 49406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -16115821.000000 Penalty: 5732.594727
	Iteration 1F: 3 clusters Score -1.611582e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -16116922.000000 Penalty: 5732.594727
	Iteration 2Q: 3 clusters Score -1.611692e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -16118249.000000 Penalty: 5732.594727
	Iteration 3Q: 3 clusters Score -1.611825e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -16119854.000000 Penalty: 5732.594727
	Iteration 4Q: 3 clusters Score -1.611985e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -16122333.000000 Penalty: 5732.594727
	Iteration 5Q: 3 clusters Score -1.612233e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -16126006.000000 Penalty: 5732.594727
	Iteration 6F: 3 clusters Score -1.612601e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -16131019.000000 Penalty: 5732.594727
	Iteration 7F: 3 clusters Score -1.613102e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -16136849.000000 Penalty: 5732.594727
	Iteration 8F: 3 clusters Score -1.613685e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -16142307.000000 Penalty: 5732.594727
	Iteration 9F: 3 clusters Score -1.614231e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -16146372.000000 Penalty: 5732.594727
	Iteration 10Q: 3 clusters Score -1.614637e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -16149010.000000 Penalty: 5732.594727
	Iteration 11Q: 3 clusters Score -1.614901e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -16150639.000000 Penalty: 5732.594727
	Iteration 12Q: 3 clusters Score -1.615064e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -16151641.000000 Penalty: 5732.594727
	Iteration 13Q: 3 clusters Score -1.615164e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100648 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -16152238.000000 Penalty: 5732.594727
	Iteration 14Q: 3 clusters Score -1.615224e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -16152647.000000 Penalty: 5732.594727
	Iteration 15Q: 3 clusters Score -1.615265e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -16152936.000000 Penalty: 5732.594727
	Iteration 16Q: 3 clusters Score -1.615294e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -16153111.000000 Penalty: 5732.594727
	Iteration 17Q: 3 clusters Score -1.615311e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16153181.000000 Penalty: 5732.594727
	Iteration 18Q: 3 clusters Score -1.615318e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16153234.000000 Penalty: 5732.594727
	Iteration 19Q: 3 clusters Score -1.615323e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -16153302.000000 Penalty: 5732.594727
	Iteration 20F: 3 clusters Score -1.61533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16153321.000000 Penalty: 5732.594727
	Iteration 21Q: 3 clusters Score -1.615332e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16153358.000000 Penalty: 5732.594727
	Iteration 22Q: 3 clusters Score -1.615336e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16153375.000000 Penalty: 5732.594727
	Iteration 23Q: 3 clusters Score -1.615338e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16153395.000000 Penalty: 5732.594727
	Iteration 24Q: 3 clusters Score -1.61534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16153409.000000 Penalty: 5732.594727
	Iteration 25Q: 3 clusters Score -1.615341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16153424.000000 Penalty: 5732.594727
	Iteration 26Q: 3 clusters Score -1.615342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16153427.000000 Penalty: 5732.594727
	Iteration 27Q: 3 clusters Score -1.615343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16153440.000000 Penalty: 5732.594727
	Iteration 28Q: 3 clusters Score -1.615344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103855 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16153448.000000 Penalty: 5732.594727
	Iteration 29Q: 3 clusters Score -1.615345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16153455.000000 Penalty: 5732.594727
	Iteration 30Q: 3 clusters Score -1.615346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16153443.000000 Penalty: 5732.594727
	Iteration 31Q: 3 clusters Score -1.615344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16153447.000000 Penalty: 5732.594727
	Iteration 32Q: 3 clusters Score -1.615345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16153446.000000 Penalty: 5732.594727
	Iteration 33Q: 3 clusters Score -1.615345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16153454.000000 Penalty: 5732.594727
	Iteration 34Q: 3 clusters Score -1.615345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103879 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -16153457.000000 Penalty: 5732.594727
	Iteration 35Q: 3 clusters Score -1.615346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16153455.000000 Penalty: 5732.594727
	Iteration 36Q: 3 clusters Score -1.615346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16153452.000000 Penalty: 5732.594727
	Iteration 37Q: 3 clusters Score -1.615345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16153462.000000 Penalty: 5732.594727
	Iteration 38Q: 3 clusters Score -1.615346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16153459.000000 Penalty: 5732.594727
	Iteration 39Q: 3 clusters Score -1.615346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16153468.000000 Penalty: 5732.594727
	Iteration 40F: 3 clusters Score -1.615347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -16153474.000000 Penalty: 5732.594727
	Iteration 41Q: 3 clusters Score -1.615347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16153476.000000 Penalty: 5732.594727
	Iteration 42Q: 3 clusters Score -1.615348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -16153470.000000 Penalty: 5732.594727
	Iteration 43Q: 3 clusters Score -1.615347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16153461.000000 Penalty: 5732.594727
	Iteration 44Q: 3 clusters Score -1.615346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16153461.000000 Penalty: 5732.594727
	Iteration 45Q: 3 clusters Score -1.615346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -16153475.000000 Penalty: 5732.594727
	Iteration 46Q: 3 clusters Score -1.615348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103928 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16153467.000000 Penalty: 5732.594727
	Iteration 47Q: 3 clusters Score -1.615347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16153462.000000 Penalty: 5732.594727
	Iteration 48Q: 3 clusters Score -1.615346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -16153458.000000 Penalty: 5732.594727
	Iteration 49Q: 3 clusters Score -1.615346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16153460.000000 Penalty: 5732.594727
	Iteration 50Q: 3 clusters Score -1.615346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16153460.000000 Penalty: 5732.594727
	Iteration 51F: 3 clusters Score -1.615346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -242033.281250 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -242033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -239610.375000 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -239610.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -240019.484375 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -240019.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -240186.031250 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -240186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -240313.171875 Penalty: 3682.385986
	Iteration 3F: 3 clusters Score -240313.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -240429.765625 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -240429.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240546.109375 Penalty: 3682.385986
	Iteration 5F: 3 clusters Score -240546.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -240678.312500 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -240678.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -240859.125000 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -240859.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -241041.312500 Penalty: 3682.385986
	Iteration 8F: 3 clusters Score -241041.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241198.734375 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -241198.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241269.453125 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -241269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241282.281250 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -241282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -241286.921875 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -241286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -241287.343750 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -241287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -241287.343750 Penalty: 3682.385986
	Iteration 14F: 3 clusters Score -241287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Entering Unmasked Estep 
Score: -1471253.375000 Penalty: 2278.190674
	Iteration 0F: 2 clusters Score -1471253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1463710.375000 Penalty: 4556.381348
	Iteration 0F: 3 clusters Score -1463710 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1465843.625000 Penalty: 4556.381348
	Iteration 1F: 3 clusters Score -1465844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1466204.750000 Penalty: 4556.381348
	Iteration 2F: 3 clusters Score -1466205 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1466538.375000 Penalty: 4556.381348
	Iteration 3F: 3 clusters Score -1466538 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1466898.875000 Penalty: 4556.381348
	Iteration 4F: 3 clusters Score -1466899 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1467300.875000 Penalty: 4556.381348
	Iteration 5F: 3 clusters Score -1467301 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1467756.000000 Penalty: 4556.381348
	Iteration 6F: 3 clusters Score -1467756 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1468126.500000 Penalty: 4556.381348
	Iteration 7F: 3 clusters Score -1468126 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1468406.000000 Penalty: 4556.381348
	Iteration 8Q: 3 clusters Score -1468406 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1468638.875000 Penalty: 4556.381348
	Iteration 9Q: 3 clusters Score -1468639 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1468863.375000 Penalty: 4556.381348
	Iteration 10Q: 3 clusters Score -1468863 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1469033.875000 Penalty: 4556.381348
	Iteration 11Q: 3 clusters Score -1469034 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1469195.500000 Penalty: 4556.381348
	Iteration 12Q: 3 clusters Score -1469196 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1469333.625000 Penalty: 4556.381348
	Iteration 13Q: 3 clusters Score -1469334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1469435.750000 Penalty: 4556.381348
	Iteration 14Q: 3 clusters Score -1469436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1469507.250000 Penalty: 4556.381348
	Iteration 15Q: 3 clusters Score -1469507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1469559.875000 Penalty: 4556.381348
	Iteration 16Q: 3 clusters Score -1469560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1469594.000000 Penalty: 4556.381348
	Iteration 17Q: 3 clusters Score -1469594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1469618.750000 Penalty: 4556.381348
	Iteration 18Q: 3 clusters Score -1469619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1469634.500000 Penalty: 4556.381348
	Iteration 19Q: 3 clusters Score -1469634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1469647.875000 Penalty: 4556.381348
	Iteration 20F: 3 clusters Score -1469648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1469661.875000 Penalty: 4556.381348
	Iteration 21Q: 3 clusters Score -1469662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1469667.625000 Penalty: 4556.381348
	Iteration 22Q: 3 clusters Score -1469668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1469673.000000 Penalty: 4556.381348
	Iteration 23Q: 3 clusters Score -1469673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1469680.500000 Penalty: 4556.381348
	Iteration 24Q: 3 clusters Score -1469680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1469687.125000 Penalty: 4556.381348
	Iteration 25Q: 3 clusters Score -1469687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1469689.125000 Penalty: 4556.381348
	Iteration 26Q: 3 clusters Score -1469689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1469699.875000 Penalty: 4556.381348
	Iteration 27Q: 3 clusters Score -1469700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1469700.625000 Penalty: 4556.381348
	Iteration 28Q: 3 clusters Score -1469701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1469708.000000 Penalty: 4556.381348
	Iteration 29Q: 3 clusters Score -1469708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1469710.250000 Penalty: 4556.381348
	Iteration 30Q: 3 clusters Score -1469710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1469715.000000 Penalty: 4556.381348
	Iteration 31Q: 3 clusters Score -1469715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1469721.250000 Penalty: 4556.381348
	Iteration 32Q: 3 clusters Score -1469721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1469724.375000 Penalty: 4556.381348
	Iteration 33Q: 3 clusters Score -1469724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1469724.875000 Penalty: 4556.381348
	Iteration 34Q: 3 clusters Score -1469725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1469736.000000 Penalty: 4556.381348
	Iteration 35Q: 3 clusters Score -1469736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1469738.625000 Penalty: 4556.381348
	Iteration 36Q: 3 clusters Score -1469739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1469740.000000 Penalty: 4556.381348
	Iteration 37Q: 3 clusters Score -1469740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1469743.750000 Penalty: 4556.381348
	Iteration 38Q: 3 clusters Score -1469744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1469747.000000 Penalty: 4556.381348
	Iteration 39Q: 3 clusters Score -1469747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1469751.000000 Penalty: 4556.381348
	Iteration 40F: 3 clusters Score -1469751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1469748.250000 Penalty: 4556.381348
	Iteration 41Q: 3 clusters Score -1469748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1469756.000000 Penalty: 4556.381348
	Iteration 42Q: 3 clusters Score -1469756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1469759.750000 Penalty: 4556.381348
	Iteration 43Q: 3 clusters Score -1469760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1469758.375000 Penalty: 4556.381348
	Iteration 44Q: 3 clusters Score -1469758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1469761.750000 Penalty: 4556.381348
	Iteration 45Q: 3 clusters Score -1469762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1469762.125000 Penalty: 4556.381348
	Iteration 46Q: 3 clusters Score -1469762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1469763.125000 Penalty: 4556.381348
	Iteration 47Q: 3 clusters Score -1469763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1469765.000000 Penalty: 4556.381348
	Iteration 48Q: 3 clusters Score -1469765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1469766.625000 Penalty: 4556.381348
	Iteration 49Q: 3 clusters Score -1469767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1469762.500000 Penalty: 4556.381348
	Iteration 50Q: 3 clusters Score -1469762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1469765.625000 Penalty: 4556.381348
	Iteration 51Q: 3 clusters Score -1469766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1469761.250000 Penalty: 4556.381348
	Iteration 52Q: 3 clusters Score -1469761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1469761.250000 Penalty: 4556.381348
	Iteration 53Q: 3 clusters Score -1469761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1469763.250000 Penalty: 4556.381348
	Iteration 54Q: 3 clusters Score -1469763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1469765.875000 Penalty: 4556.381348
	Iteration 55Q: 3 clusters Score -1469766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1469766.625000 Penalty: 4556.381348
	Iteration 56Q: 3 clusters Score -1469767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1469765.625000 Penalty: 4556.381348
	Iteration 57Q: 3 clusters Score -1469766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1469765.375000 Penalty: 4556.381348
	Iteration 58Q: 3 clusters Score -1469765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1469763.625000 Penalty: 4556.381348
	Iteration 59Q: 3 clusters Score -1469764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1469763.750000 Penalty: 4556.381348
	Iteration 60F: 3 clusters Score -1469764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1469763.375000 Penalty: 4556.381348
	Iteration 61Q: 3 clusters Score -1469763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1469762.875000 Penalty: 4556.381348
	Iteration 62Q: 3 clusters Score -1469763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1469764.625000 Penalty: 4556.381348
	Iteration 63Q: 3 clusters Score -1469765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1469767.375000 Penalty: 4556.381348
	Iteration 64Q: 3 clusters Score -1469767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1469767.250000 Penalty: 4556.381348
	Iteration 65Q: 3 clusters Score -1469767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1469767.875000 Penalty: 4556.381348
	Iteration 66Q: 3 clusters Score -1469768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1469769.500000 Penalty: 4556.381348
	Iteration 67Q: 3 clusters Score -1469770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1469770.375000 Penalty: 4556.381348
	Iteration 68Q: 3 clusters Score -1469770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1469771.125000 Penalty: 4556.381348
	Iteration 69Q: 3 clusters Score -1469771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1469770.875000 Penalty: 4556.381348
	Iteration 70Q: 3 clusters Score -1469771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1469770.500000 Penalty: 4556.381348
	Iteration 71Q: 3 clusters Score -1469770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1469771.375000 Penalty: 4556.381348
	Iteration 72Q: 3 clusters Score -1469771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1469771.250000 Penalty: 4556.381348
	Iteration 73Q: 3 clusters Score -1469771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1469771.625000 Penalty: 4556.381348
	Iteration 74Q: 3 clusters Score -1469772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1469772.875000 Penalty: 4556.381348
	Iteration 75Q: 3 clusters Score -1469773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1469772.625000 Penalty: 4556.381348
	Iteration 76Q: 3 clusters Score -1469773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1469771.875000 Penalty: 4556.381348
	Iteration 77Q: 3 clusters Score -1469772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1469771.875000 Penalty: 4556.381348
	Iteration 78F: 3 clusters Score -1469772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116780.250000 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116780.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117357.218750 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117357.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117633.992188 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117818.828125 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117818.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118052.125000 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -118052.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -118315.164062 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -118315.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -118436.703125 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118436.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -118537.820312 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118537.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -118615.820312 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118694.062500 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118694.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -118793.195312 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118793.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -118839.453125 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118839.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -118894.257812 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -118908.031250 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118914.882812 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118922.492188 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -118925.335938 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118926.250000 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -118926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118929.812500 Penalty: 3381.100830
	Iteration 18F: 3 clusters Score -118929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -118931.781250 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -118931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -118933.625000 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -118933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118939.359375 Penalty: 3381.100830
	Iteration 21Q: 3 clusters Score -118939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -118948.117188 Penalty: 3381.100830
	Iteration 22Q: 3 clusters Score -118948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118949.070312 Penalty: 3381.100830
	Iteration 23Q: 3 clusters Score -118949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118949.070312 Penalty: 3381.100830
	Iteration 24F: 3 clusters Score -118949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 251 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104164272.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104165592.000000 to -104164272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55708.171875 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55708.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54325.589844 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -54325.59 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54646.832031 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54646.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54803.484375 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54803.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54905.785156 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54905.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -54972.871094 Penalty: 3031.287842
	Iteration 4F: 3 clusters Score -54972.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -55019.480469 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -55019.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -55078.355469 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -55078.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -55097.277344 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -55097.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -55113.046875 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -55113.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55116.585938 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -55116.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -55116.585938 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -55116.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97015.664062 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97015.66 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97341.140625 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97341.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97477.328125 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97477.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97564.453125 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97564.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97635.210938 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97635.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97695.742188 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97695.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97747.726562 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97747.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97833.812500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97833.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97933.898438 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97933.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98038.984375 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -98038.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98135.390625 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -98135.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98176.859375 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -98176.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98218.500000 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -98218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98267.710938 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -98267.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98297.421875 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98297.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98317.242188 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98317.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98333.195312 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98343.054688 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98343.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98345.179688 Penalty: 3267.424805
	Iteration 18F: 3 clusters Score -98345.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98362.750000 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98362.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98369.570312 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98369.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98374.148438 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -98374.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98374.148438 Penalty: 3267.424805
	Iteration 22F: 3 clusters Score -98374.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 133371 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98729 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25105 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104574 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165392.000000 Penalty: 123466.296875
Iteration 199Q: 38 clusters Score -1.041654e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 2162 members 
Mstep: Class 3 contains 133108 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98681 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22329 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 42311 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 28875 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25104 members 
Mstep: Class 24 contains 13842 members 
Mstep: Class 25 contains 36565 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104643 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165216.000000 Penalty: 123466.296875
Iteration 200F: 38 clusters Score -1.041652e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 3 contains 132833 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42470 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7018 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4523 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98597 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22333 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 42487 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 28986 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25109 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36567 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104732 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165440.000000 Penalty: 123466.296875
Iteration 201Q: 38 clusters Score -1.041654e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 132584 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42469 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 7001 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4520 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98493 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 22332 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17693 members 
Mstep: Class 19 contains 42661 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 29122 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25110 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36565 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104818 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165448.000000 Penalty: 123466.296875
Iteration 202Q: 38 clusters Score -1.041654e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 132319 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42470 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98397 members 
Mstep: Class 14 contains 14933 members 
Mstep: Class 15 contains 22333 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 42813 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 29260 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25112 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36567 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104947 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165232.000000 Penalty: 123466.296875
Iteration 203Q: 38 clusters Score -1.041652e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 132013 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98361 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 22330 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 42971 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 29419 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25115 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36569 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105048 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165488.000000 Penalty: 123466.296875
Iteration 204Q: 38 clusters Score -1.041655e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 131717 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6939 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98328 members 
Mstep: Class 14 contains 14939 members 
Mstep: Class 15 contains 22330 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 43168 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 29576 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25116 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 36568 members 
Mstep: Class 26 contains 5111 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105126 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165424.000000 Penalty: 123466.296875
Iteration 205Q: 38 clusters Score -1.041654e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 131439 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6925 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98268 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22329 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17706 members 
Mstep: Class 19 contains 43395 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 29725 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25119 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 36564 members 
Mstep: Class 26 contains 5110 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105156 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165288.000000 Penalty: 123466.296875
Iteration 206Q: 38 clusters Score -1.041653e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 131166 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4511 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98173 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 43610 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 29860 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25123 members 
Mstep: Class 24 contains 13845 members 
Mstep: Class 25 contains 36563 members 
Mstep: Class 26 contains 5108 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105244 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165416.000000 Penalty: 123466.296875
Iteration 207Q: 38 clusters Score -1.041654e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 130872 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98118 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 43810 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 29987 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25125 members 
Mstep: Class 24 contains 13850 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4740 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105315 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165240.000000 Penalty: 123466.296875
Iteration 208Q: 38 clusters Score -1.041652e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 130577 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 98039 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 22337 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 44047 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 30111 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 36561 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4740 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105389 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164968.000000 Penalty: 123466.296875
Iteration 209Q: 38 clusters Score -1.04165e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 130313 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97938 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 17702 members 
Mstep: Class 19 contains 44287 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 30221 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25117 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 36557 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4740 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105454 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164904.000000 Penalty: 123466.296875
Iteration 210Q: 38 clusters Score -1.041649e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 130011 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42466 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97839 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 44502 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 30348 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25117 members 
Mstep: Class 24 contains 13852 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105567 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164656.000000 Penalty: 123466.296875
Iteration 211Q: 38 clusters Score -1.041647e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 129740 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97711 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 22349 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 44728 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 30464 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25113 members 
Mstep: Class 24 contains 13852 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5103 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105651 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164640.000000 Penalty: 123466.296875
Iteration 212Q: 38 clusters Score -1.041646e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 129463 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97610 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 44965 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 30568 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25116 members 
Mstep: Class 24 contains 13852 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105706 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164560.000000 Penalty: 123466.296875
Iteration 213Q: 38 clusters Score -1.041646e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 129214 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4487 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97499 members 
Mstep: Class 14 contains 14982 members 
Mstep: Class 15 contains 22355 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 45201 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 30676 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25114 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105760 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164680.000000 Penalty: 123466.296875
Iteration 214Q: 38 clusters Score -1.041647e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 128977 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 4487 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97390 members 
Mstep: Class 14 contains 14990 members 
Mstep: Class 15 contains 22352 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 45460 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 30789 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25114 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105765 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164808.000000 Penalty: 123466.296875
Iteration 215Q: 38 clusters Score -1.041648e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 128721 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97308 members 
Mstep: Class 14 contains 14991 members 
Mstep: Class 15 contains 22353 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 45752 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 30909 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25117 members 
Mstep: Class 24 contains 13855 members 
Mstep: Class 25 contains 36541 members 
Mstep: Class 26 contains 5102 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105719 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9762 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164976.000000 Penalty: 123466.296875
Iteration 216Q: 38 clusters Score -1.04165e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 128420 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97282 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 22352 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 46018 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 31023 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25115 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105701 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9761 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
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Score: -104164912.000000 Penalty: 123466.296875
Iteration 217Q: 38 clusters Score -1.041649e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 128097 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4488 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97228 members 
Mstep: Class 14 contains 14990 members 
Mstep: Class 15 contains 22355 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 46310 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 31135 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25119 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105704 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9760 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
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Score: -104164928.000000 Penalty: 123466.296875
Iteration 218Q: 38 clusters Score -1.041649e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 127728 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97168 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 22352 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 46634 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 31245 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25129 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105738 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9759 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
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Score: -104164672.000000 Penalty: 123466.296875
Iteration 219Q: 38 clusters Score -1.041647e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 127409 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6806 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97131 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 22349 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 46939 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 31342 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25135 members 
Mstep: Class 24 contains 13861 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105740 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9759 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164624.000000 Penalty: 123466.296875
Iteration 220F: 38 clusters Score -1.041646e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 127144 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6795 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97071 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 22351 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 47224 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 31436 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25137 members 
Mstep: Class 24 contains 13862 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5099 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105733 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9759 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
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Score: -104164376.000000 Penalty: 123466.296875
Iteration 221Q: 38 clusters Score -1.041644e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 126870 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4476 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97029 members 
Mstep: Class 14 contains 14995 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25139 members 
Mstep: Class 24 contains 13865 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105713 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9758 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164368.000000 Penalty: 123466.296875
Iteration 222Q: 38 clusters Score -1.041644e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 126621 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 97004 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22353 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 47852 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 31593 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25146 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105634 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164288.000000 Penalty: 123466.296875
Iteration 223Q: 38 clusters Score -1.041643e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 126398 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96989 members 
Mstep: Class 14 contains 15002 members 
Mstep: Class 15 contains 22356 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 48168 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25154 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 36554 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105531 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164344.000000 Penalty: 123466.296875
Iteration 224Q: 38 clusters Score -1.041643e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 126146 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96981 members 
Mstep: Class 14 contains 15001 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 48492 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 31727 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25158 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 36550 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105453 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164368.000000 Penalty: 123466.296875
Iteration 225Q: 38 clusters Score -1.041644e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 125915 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96968 members 
Mstep: Class 14 contains 14997 members 
Mstep: Class 15 contains 22354 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 31796 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25162 members 
Mstep: Class 24 contains 13869 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105385 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164224.000000 Penalty: 123466.296875
Iteration 226Q: 38 clusters Score -1.041642e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 125670 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6703 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96957 members 
Mstep: Class 14 contains 14997 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 49075 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 31871 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 13870 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105319 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 450 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164304.000000 Penalty: 123466.296875
Iteration 227Q: 38 clusters Score -1.041643e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 125447 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96964 members 
Mstep: Class 14 contains 14995 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 49328 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 31955 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 13871 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105258 members 
Mstep: Class 33 contains 1678 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164312.000000 Penalty: 123466.296875
Iteration 228Q: 38 clusters Score -1.041643e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 125223 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6648 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96948 members 
Mstep: Class 14 contains 14998 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 49577 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 32033 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 13871 members 
Mstep: Class 25 contains 36543 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105206 members 
Mstep: Class 33 contains 1679 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164176.000000 Penalty: 123466.296875
Iteration 229Q: 38 clusters Score -1.041642e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 124994 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6628 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 96958 members 
Mstep: Class 14 contains 15002 members 
Mstep: Class 15 contains 22368 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 49831 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 32103 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 13872 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105169 members 
Mstep: Class 33 contains 1680 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164056.000000 Penalty: 123466.296875
Iteration 230Q: 38 clusters Score -1.041641e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 124769 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96989 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22365 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 50061 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 32165 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25168 members 
Mstep: Class 24 contains 13874 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105151 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164304.000000 Penalty: 123466.296875
Iteration 231Q: 38 clusters Score -1.041643e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 124567 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96990 members 
Mstep: Class 14 contains 15003 members 
Mstep: Class 15 contains 22361 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 50320 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25172 members 
Mstep: Class 24 contains 13877 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105096 members 
Mstep: Class 33 contains 1684 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164576.000000 Penalty: 123466.296875
Iteration 232Q: 38 clusters Score -1.041646e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 124370 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4893 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97017 members 
Mstep: Class 14 contains 15003 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 17751 members 
Mstep: Class 19 contains 50556 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 32267 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25177 members 
Mstep: Class 24 contains 13879 members 
Mstep: Class 25 contains 36535 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 105048 members 
Mstep: Class 33 contains 1685 members 
Mstep: Class 34 contains 9757 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164360.000000 Penalty: 123466.296875
Iteration 233Q: 38 clusters Score -1.041644e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 124162 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97038 members 
Mstep: Class 14 contains 15001 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 50796 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 32325 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25181 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 36534 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104999 members 
Mstep: Class 33 contains 1689 members 
Mstep: Class 34 contains 9756 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164792.000000 Penalty: 123466.296875
Iteration 234Q: 38 clusters Score -1.041648e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123929 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97081 members 
Mstep: Class 14 contains 14998 members 
Mstep: Class 15 contains 22358 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17753 members 
Mstep: Class 19 contains 51068 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 32392 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 13879 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104958 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 9755 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164944.000000 Penalty: 123466.296875
Iteration 235Q: 38 clusters Score -1.041649e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123708 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97123 members 
Mstep: Class 14 contains 14994 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 17756 members 
Mstep: Class 19 contains 51356 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 32453 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 13878 members 
Mstep: Class 25 contains 36530 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104878 members 
Mstep: Class 33 contains 1693 members 
Mstep: Class 34 contains 9755 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165008.000000 Penalty: 123466.296875
Iteration 236Q: 38 clusters Score -1.04165e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123500 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97157 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 51635 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32518 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25181 members 
Mstep: Class 24 contains 13878 members 
Mstep: Class 25 contains 36533 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104782 members 
Mstep: Class 33 contains 1696 members 
Mstep: Class 34 contains 9754 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164936.000000 Penalty: 123466.296875
Iteration 237Q: 38 clusters Score -1.041649e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123282 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97187 members 
Mstep: Class 14 contains 14982 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 15680 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 51915 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 32577 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104728 members 
Mstep: Class 33 contains 1698 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164936.000000 Penalty: 123466.296875
Iteration 238Q: 38 clusters Score -1.041649e+08 nChanged 972
Entering ConstructFrom: 
Score: -104164936.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (13857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Entering Unmasked Estep 
Score: -2146780.250000 Penalty: 2365.063232
	Iteration 0F: 2 clusters Score -2146780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2136697.000000 Penalty: 4730.126465
	Iteration 0F: 3 clusters Score -2136697 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2139820.000000 Penalty: 4730.126465
	Iteration 1F: 3 clusters Score -2139820 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2140180.250000 Penalty: 4730.126465
	Iteration 2F: 3 clusters Score -2140180 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2140445.000000 Penalty: 4730.126465
	Iteration 3Q: 3 clusters Score -2140445 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2140681.000000 Penalty: 4730.126465
	Iteration 4Q: 3 clusters Score -2140681 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2140915.000000 Penalty: 4730.126465
	Iteration 5Q: 3 clusters Score -2140915 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2141171.000000 Penalty: 4730.126465
	Iteration 6Q: 3 clusters Score -2141171 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2141389.500000 Penalty: 4730.126465
	Iteration 7Q: 3 clusters Score -2141390 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2141574.250000 Penalty: 4730.126465
	Iteration 8Q: 3 clusters Score -2141574 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2141747.500000 Penalty: 4730.126465
	Iteration 9Q: 3 clusters Score -2141748 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2141932.750000 Penalty: 4730.126465
	Iteration 10Q: 3 clusters Score -2141933 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2142120.750000 Penalty: 4730.126465
	Iteration 11Q: 3 clusters Score -2142121 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2142299.750000 Penalty: 4730.126465
	Iteration 12Q: 3 clusters Score -2142300 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2142437.000000 Penalty: 4730.126465
	Iteration 13Q: 3 clusters Score -2142437 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2142584.250000 Penalty: 4730.126465
	Iteration 14Q: 3 clusters Score -2142584 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2142757.500000 Penalty: 4730.126465
	Iteration 15Q: 3 clusters Score -2142758 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2142911.250000 Penalty: 4730.126465
	Iteration 16Q: 3 clusters Score -2142911 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2143056.750000 Penalty: 4730.126465
	Iteration 17Q: 3 clusters Score -2143057 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2143191.000000 Penalty: 4730.126465
	Iteration 18Q: 3 clusters Score -2143191 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2143323.750000 Penalty: 4730.126465
	Iteration 19Q: 3 clusters Score -2143324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2143455.750000 Penalty: 4730.126465
	Iteration 20F: 3 clusters Score -2143456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2143559.000000 Penalty: 4730.126465
	Iteration 21Q: 3 clusters Score -2143559 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2143647.500000 Penalty: 4730.126465
	Iteration 22Q: 3 clusters Score -2143648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2143730.750000 Penalty: 4730.126465
	Iteration 23Q: 3 clusters Score -2143731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2143801.250000 Penalty: 4730.126465
	Iteration 24Q: 3 clusters Score -2143801 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2143853.250000 Penalty: 4730.126465
	Iteration 25Q: 3 clusters Score -2143853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2143892.750000 Penalty: 4730.126465
	Iteration 26Q: 3 clusters Score -2143893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2143937.500000 Penalty: 4730.126465
	Iteration 27Q: 3 clusters Score -2143938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2143970.500000 Penalty: 4730.126465
	Iteration 28Q: 3 clusters Score -2143970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2144018.750000 Penalty: 4730.126465
	Iteration 29Q: 3 clusters Score -2144019 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2144060.000000 Penalty: 4730.126465
	Iteration 30Q: 3 clusters Score -2144060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2144089.250000 Penalty: 4730.126465
	Iteration 31Q: 3 clusters Score -2144089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2144126.500000 Penalty: 4730.126465
	Iteration 32Q: 3 clusters Score -2144126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2144160.000000 Penalty: 4730.126465
	Iteration 33Q: 3 clusters Score -2144160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2144192.000000 Penalty: 4730.126465
	Iteration 34Q: 3 clusters Score -2144192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2144228.500000 Penalty: 4730.126465
	Iteration 35Q: 3 clusters Score -2144228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2144271.500000 Penalty: 4730.126465
	Iteration 36Q: 3 clusters Score -2144272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2144305.000000 Penalty: 4730.126465
	Iteration 37Q: 3 clusters Score -2144305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2144339.750000 Penalty: 4730.126465
	Iteration 38Q: 3 clusters Score -2144340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2144371.250000 Penalty: 4730.126465
	Iteration 39Q: 3 clusters Score -2144371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2144399.500000 Penalty: 4730.126465
	Iteration 40F: 3 clusters Score -2144400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2144433.500000 Penalty: 4730.126465
	Iteration 41Q: 3 clusters Score -2144434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2144464.750000 Penalty: 4730.126465
	Iteration 42Q: 3 clusters Score -2144465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2144484.000000 Penalty: 4730.126465
	Iteration 43Q: 3 clusters Score -2144484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2144510.500000 Penalty: 4730.126465
	Iteration 44Q: 3 clusters Score -2144510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2144533.000000 Penalty: 4730.126465
	Iteration 45Q: 3 clusters Score -2144533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2144553.500000 Penalty: 4730.126465
	Iteration 46Q: 3 clusters Score -2144554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2144568.000000 Penalty: 4730.126465
	Iteration 47Q: 3 clusters Score -2144568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2144580.000000 Penalty: 4730.126465
	Iteration 48Q: 3 clusters Score -2144580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2144597.750000 Penalty: 4730.126465
	Iteration 49Q: 3 clusters Score -2144598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2144610.500000 Penalty: 4730.126465
	Iteration 50Q: 3 clusters Score -2144610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2144617.750000 Penalty: 4730.126465
	Iteration 51Q: 3 clusters Score -2144618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2144626.000000 Penalty: 4730.126465
	Iteration 52Q: 3 clusters Score -2144626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2144631.250000 Penalty: 4730.126465
	Iteration 53Q: 3 clusters Score -2144631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2144634.500000 Penalty: 4730.126465
	Iteration 54Q: 3 clusters Score -2144634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2144638.000000 Penalty: 4730.126465
	Iteration 55Q: 3 clusters Score -2144638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2144648.250000 Penalty: 4730.126465
	Iteration 56Q: 3 clusters Score -2144648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2144656.500000 Penalty: 4730.126465
	Iteration 57Q: 3 clusters Score -2144656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2144664.750000 Penalty: 4730.126465
	Iteration 58Q: 3 clusters Score -2144665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2144666.000000 Penalty: 4730.126465
	Iteration 59Q: 3 clusters Score -2144666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2144666.500000 Penalty: 4730.126465
	Iteration 60F: 3 clusters Score -2144666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2144677.750000 Penalty: 4730.126465
	Iteration 61Q: 3 clusters Score -2144678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2144679.500000 Penalty: 4730.126465
	Iteration 62Q: 3 clusters Score -2144680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2144681.750000 Penalty: 4730.126465
	Iteration 63Q: 3 clusters Score -2144682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2144684.500000 Penalty: 4730.126465
	Iteration 64Q: 3 clusters Score -2144684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2144688.000000 Penalty: 4730.126465
	Iteration 65Q: 3 clusters Score -2144688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2144688.500000 Penalty: 4730.126465
	Iteration 66Q: 3 clusters Score -2144688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2144689.750000 Penalty: 4730.126465
	Iteration 67Q: 3 clusters Score -2144690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2144692.250000 Penalty: 4730.126465
	Iteration 68Q: 3 clusters Score -2144692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2144701.000000 Penalty: 4730.126465
	Iteration 69Q: 3 clusters Score -2144701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2144706.250000 Penalty: 4730.126465
	Iteration 70Q: 3 clusters Score -2144706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2144708.750000 Penalty: 4730.126465
	Iteration 71Q: 3 clusters Score -2144709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2144713.000000 Penalty: 4730.126465
	Iteration 72Q: 3 clusters Score -2144713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2144713.500000 Penalty: 4730.126465
	Iteration 73Q: 3 clusters Score -2144714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2144718.500000 Penalty: 4730.126465
	Iteration 74Q: 3 clusters Score -2144718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2144718.500000 Penalty: 4730.126465
	Iteration 75Q: 3 clusters Score -2144718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2144719.250000 Penalty: 4730.126465
	Iteration 76Q: 3 clusters Score -2144719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2144719.250000 Penalty: 4730.126465
	Iteration 77F: 3 clusters Score -2144719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -305775.625000 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -305775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303157.906250 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -303157.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -303708.343750 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -303708.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -303885.312500 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -303885.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -303980.937500 Penalty: 3785.430664
	Iteration 3F: 3 clusters Score -303980.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -304043.218750 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -304043.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -304092.500000 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -304092.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -304124.187500 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -304124.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -304155.250000 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -304155.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -304180.781250 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -304180.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -304201.062500 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -304201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -304214.718750 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -304214.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -304232.843750 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -304232.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -304247.156250 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -304247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -304254.750000 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -304254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -304259.968750 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -304260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -304265.750000 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -304265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -304270.406250 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -304270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -304272.593750 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -304272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -304276.031250 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -304276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -304276.500000 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -304276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -304278.031250 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -304278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -304279.062500 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -304279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -304282.281250 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -304282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -304284.125000 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -304284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -304286.093750 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -304286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -304287.875000 Penalty: 3785.430664
	Iteration 25Q: 3 clusters Score -304287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -304288.656250 Penalty: 3785.430664
	Iteration 26Q: 3 clusters Score -304288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -304290.531250 Penalty: 3785.430664
	Iteration 27Q: 3 clusters Score -304290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -304292.531250 Penalty: 3785.430664
	Iteration 28Q: 3 clusters Score -304292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -304294.468750 Penalty: 3785.430664
	Iteration 29Q: 3 clusters Score -304294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304296.000000 Penalty: 3785.430664
	Iteration 30Q: 3 clusters Score -304296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304297.343750 Penalty: 3785.430664
	Iteration 31Q: 3 clusters Score -304297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304298.187500 Penalty: 3785.430664
	Iteration 32Q: 3 clusters Score -304298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -304299.656250 Penalty: 3785.430664
	Iteration 33Q: 3 clusters Score -304299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -304299.875000 Penalty: 3785.430664
	Iteration 34Q: 3 clusters Score -304299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -304299.875000 Penalty: 3785.430664
	Iteration 35F: 3 clusters Score -304299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (123097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Entering Unmasked Estep 
Score: -18932524.000000 Penalty: 2906.740479
	Iteration 0F: 2 clusters Score -1.893252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61524 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -18852154.000000 Penalty: 5813.480957
	Iteration 0F: 3 clusters Score -1.885215e+07 nChanged 58682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -18885482.000000 Penalty: 5813.480957
	Iteration 1F: 3 clusters Score -1.888548e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -18886330.000000 Penalty: 5813.480957
	Iteration 2Q: 3 clusters Score -1.888633e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -18887404.000000 Penalty: 5813.480957
	Iteration 3Q: 3 clusters Score -1.88874e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -18888846.000000 Penalty: 5813.480957
	Iteration 4Q: 3 clusters Score -1.888885e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -18890792.000000 Penalty: 5813.480957
	Iteration 5Q: 3 clusters Score -1.889079e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -18893922.000000 Penalty: 5813.480957
	Iteration 6F: 3 clusters Score -1.889392e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -18898516.000000 Penalty: 5813.480957
	Iteration 7F: 3 clusters Score -1.889852e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -18905222.000000 Penalty: 5813.480957
	Iteration 8F: 3 clusters Score -1.890522e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -18913592.000000 Penalty: 5813.480957
	Iteration 9F: 3 clusters Score -1.891359e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -18922126.000000 Penalty: 5813.480957
	Iteration 10F: 3 clusters Score -1.892213e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -18925738.000000 Penalty: 5813.480957
	Iteration 11Q: 3 clusters Score -1.892574e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -18926980.000000 Penalty: 5813.480957
	Iteration 12Q: 3 clusters Score -1.892698e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 98613 members 
Entering Unmasked Estep 
Score: -18927812.000000 Penalty: 5813.480957
	Iteration 13Q: 3 clusters Score -1.892781e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 99993 members 
Entering Unmasked Estep 
Score: -18928290.000000 Penalty: 5813.480957
	Iteration 14Q: 3 clusters Score -1.892829e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -18928784.000000 Penalty: 5813.480957
	Iteration 15Q: 3 clusters Score -1.892878e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -18929038.000000 Penalty: 5813.480957
	Iteration 16Q: 3 clusters Score -1.892904e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -18929282.000000 Penalty: 5813.480957
	Iteration 17Q: 3 clusters Score -1.892928e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -18929464.000000 Penalty: 5813.480957
	Iteration 18Q: 3 clusters Score -1.892946e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -18929696.000000 Penalty: 5813.480957
	Iteration 19Q: 3 clusters Score -1.89297e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -18929844.000000 Penalty: 5813.480957
	Iteration 20F: 3 clusters Score -1.892984e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -18930026.000000 Penalty: 5813.480957
	Iteration 21Q: 3 clusters Score -1.893003e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -18930210.000000 Penalty: 5813.480957
	Iteration 22Q: 3 clusters Score -1.893021e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -18930448.000000 Penalty: 5813.480957
	Iteration 23Q: 3 clusters Score -1.893045e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 111744 members 
Entering Unmasked Estep 
Score: -18930396.000000 Penalty: 5813.480957
	Iteration 24Q: 3 clusters Score -1.89304e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -18930436.000000 Penalty: 5813.480957
	Iteration 25Q: 3 clusters Score -1.893044e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 113290 members 
Entering Unmasked Estep 
Score: -18930460.000000 Penalty: 5813.480957
	Iteration 26Q: 3 clusters Score -1.893046e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -18930502.000000 Penalty: 5813.480957
	Iteration 27Q: 3 clusters Score -1.89305e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -18930478.000000 Penalty: 5813.480957
	Iteration 28Q: 3 clusters Score -1.893048e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -18930524.000000 Penalty: 5813.480957
	Iteration 29Q: 3 clusters Score -1.893052e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -18930514.000000 Penalty: 5813.480957
	Iteration 30Q: 3 clusters Score -1.893051e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -18930538.000000 Penalty: 5813.480957
	Iteration 31Q: 3 clusters Score -1.893054e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 116804 members 
Entering Unmasked Estep 
Score: -18930512.000000 Penalty: 5813.480957
	Iteration 32Q: 3 clusters Score -1.893051e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -18930442.000000 Penalty: 5813.480957
	Iteration 33Q: 3 clusters Score -1.893044e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 117603 members 
Entering Unmasked Estep 
Score: -18930500.000000 Penalty: 5813.480957
	Iteration 34Q: 3 clusters Score -1.89305e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 117953 members 
Entering Unmasked Estep 
Score: -18930438.000000 Penalty: 5813.480957
	Iteration 35Q: 3 clusters Score -1.893044e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 118259 members 
Entering Unmasked Estep 
Score: -18930530.000000 Penalty: 5813.480957
	Iteration 36Q: 3 clusters Score -1.893053e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -18930506.000000 Penalty: 5813.480957
	Iteration 37Q: 3 clusters Score -1.893051e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -18930536.000000 Penalty: 5813.480957
	Iteration 38Q: 3 clusters Score -1.893054e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 119000 members 
Entering Unmasked Estep 
Score: -18930522.000000 Penalty: 5813.480957
	Iteration 39Q: 3 clusters Score -1.893052e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -18930526.000000 Penalty: 5813.480957
	Iteration 40F: 3 clusters Score -1.893053e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -18930554.000000 Penalty: 5813.480957
	Iteration 41Q: 3 clusters Score -1.893055e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -18930518.000000 Penalty: 5813.480957
	Iteration 42Q: 3 clusters Score -1.893052e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -18930546.000000 Penalty: 5813.480957
	Iteration 43Q: 3 clusters Score -1.893055e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -18930558.000000 Penalty: 5813.480957
	Iteration 44Q: 3 clusters Score -1.893056e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -18930558.000000 Penalty: 5813.480957
	Iteration 45Q: 3 clusters Score -1.893056e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -18930514.000000 Penalty: 5813.480957
	Iteration 46Q: 3 clusters Score -1.893051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 120359 members 
Entering Unmasked Estep 
Score: -18930458.000000 Penalty: 5813.480957
	Iteration 47Q: 3 clusters Score -1.893046e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 120473 members 
Entering Unmasked Estep 
Score: -18930452.000000 Penalty: 5813.480957
	Iteration 48Q: 3 clusters Score -1.893045e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -18930438.000000 Penalty: 5813.480957
	Iteration 49Q: 3 clusters Score -1.893044e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 120676 members 
Entering Unmasked Estep 
Score: -18930430.000000 Penalty: 5813.480957
	Iteration 50Q: 3 clusters Score -1.893043e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -18930400.000000 Penalty: 5813.480957
	Iteration 51Q: 3 clusters Score -1.89304e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
Score: -18930418.000000 Penalty: 5813.480957
	Iteration 52Q: 3 clusters Score -1.893042e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -18930422.000000 Penalty: 5813.480957
	Iteration 53Q: 3 clusters Score -1.893042e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -18930400.000000 Penalty: 5813.480957
	Iteration 54Q: 3 clusters Score -1.89304e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -18930378.000000 Penalty: 5813.480957
	Iteration 55Q: 3 clusters Score -1.893038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 121022 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 56Q: 3 clusters Score -1.89304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -18930382.000000 Penalty: 5813.480957
	Iteration 57Q: 3 clusters Score -1.893038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -18930372.000000 Penalty: 5813.480957
	Iteration 58Q: 3 clusters Score -1.893037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 121173 members 
Entering Unmasked Estep 
Score: -18930392.000000 Penalty: 5813.480957
	Iteration 59Q: 3 clusters Score -1.893039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 121216 members 
Entering Unmasked Estep 
Score: -18930368.000000 Penalty: 5813.480957
	Iteration 60F: 3 clusters Score -1.893037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -18930372.000000 Penalty: 5813.480957
	Iteration 61Q: 3 clusters Score -1.893037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -18930360.000000 Penalty: 5813.480957
	Iteration 62Q: 3 clusters Score -1.893036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -18930356.000000 Penalty: 5813.480957
	Iteration 63Q: 3 clusters Score -1.893036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -18930338.000000 Penalty: 5813.480957
	Iteration 64Q: 3 clusters Score -1.893034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -18930364.000000 Penalty: 5813.480957
	Iteration 65Q: 3 clusters Score -1.893036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -18930364.000000 Penalty: 5813.480957
	Iteration 66Q: 3 clusters Score -1.893036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -18930364.000000 Penalty: 5813.480957
	Iteration 67Q: 3 clusters Score -1.893036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -18930362.000000 Penalty: 5813.480957
	Iteration 68Q: 3 clusters Score -1.893036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 121387 members 
Entering Unmasked Estep 
Score: -18930358.000000 Penalty: 5813.480957
	Iteration 69Q: 3 clusters Score -1.893036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 121401 members 
Entering Unmasked Estep 
Score: -18930352.000000 Penalty: 5813.480957
	Iteration 70Q: 3 clusters Score -1.893035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -18930340.000000 Penalty: 5813.480957
	Iteration 71Q: 3 clusters Score -1.893034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -18930346.000000 Penalty: 5813.480957
	Iteration 72Q: 3 clusters Score -1.893035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -18930342.000000 Penalty: 5813.480957
	Iteration 73Q: 3 clusters Score -1.893034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -18930340.000000 Penalty: 5813.480957
	Iteration 74Q: 3 clusters Score -1.893034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -18930342.000000 Penalty: 5813.480957
	Iteration 75Q: 3 clusters Score -1.893034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 121477 members 
Entering Unmasked Estep 
Score: -18930340.000000 Penalty: 5813.480957
	Iteration 76Q: 3 clusters Score -1.893034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 121495 members 
Entering Unmasked Estep 
Score: -18930360.000000 Penalty: 5813.480957
	Iteration 77Q: 3 clusters Score -1.893036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -18930372.000000 Penalty: 5813.480957
	Iteration 78Q: 3 clusters Score -1.893037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -18930356.000000 Penalty: 5813.480957
	Iteration 79Q: 3 clusters Score -1.893036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 121557 members 
Entering Unmasked Estep 
Score: -18930392.000000 Penalty: 5813.480957
	Iteration 80F: 3 clusters Score -1.893039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -18930408.000000 Penalty: 5813.480957
	Iteration 81Q: 3 clusters Score -1.893041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 121604 members 
Entering Unmasked Estep 
Score: -18930388.000000 Penalty: 5813.480957
	Iteration 82Q: 3 clusters Score -1.893039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -18930376.000000 Penalty: 5813.480957
	Iteration 83Q: 3 clusters Score -1.893038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 121646 members 
Entering Unmasked Estep 
Score: -18930404.000000 Penalty: 5813.480957
	Iteration 84Q: 3 clusters Score -1.89304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -18930406.000000 Penalty: 5813.480957
	Iteration 85Q: 3 clusters Score -1.893041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 121665 members 
Entering Unmasked Estep 
Score: -18930390.000000 Penalty: 5813.480957
	Iteration 86Q: 3 clusters Score -1.893039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 121670 members 
Entering Unmasked Estep 
Score: -18930404.000000 Penalty: 5813.480957
	Iteration 87Q: 3 clusters Score -1.89304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 121675 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 88Q: 3 clusters Score -1.89304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 121685 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 89Q: 3 clusters Score -1.89304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 90Q: 3 clusters Score -1.89304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -18930402.000000 Penalty: 5813.480957
	Iteration 91Q: 3 clusters Score -1.89304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -18930396.000000 Penalty: 5813.480957
	Iteration 92Q: 3 clusters Score -1.89304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 121724 members 
Entering Unmasked Estep 
Score: -18930408.000000 Penalty: 5813.480957
	Iteration 93Q: 3 clusters Score -1.893041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 94Q: 3 clusters Score -1.89304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -18930404.000000 Penalty: 5813.480957
	Iteration 95Q: 3 clusters Score -1.89304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 121761 members 
Entering Unmasked Estep 
Score: -18930386.000000 Penalty: 5813.480957
	Iteration 96Q: 3 clusters Score -1.893039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -18930412.000000 Penalty: 5813.480957
	Iteration 97Q: 3 clusters Score -1.893041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -18930424.000000 Penalty: 5813.480957
	Iteration 98Q: 3 clusters Score -1.893042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 121792 members 
Entering Unmasked Estep 
Score: -18930406.000000 Penalty: 5813.480957
	Iteration 99Q: 3 clusters Score -1.893041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 121794 members 
Entering Unmasked Estep 
Score: -18930400.000000 Penalty: 5813.480957
	Iteration 100F: 3 clusters Score -1.89304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 101Q: 3 clusters Score -1.89304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 121799 members 
Entering Unmasked Estep 
Score: -18930416.000000 Penalty: 5813.480957
	Iteration 102Q: 3 clusters Score -1.893042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -18930414.000000 Penalty: 5813.480957
	Iteration 103Q: 3 clusters Score -1.893041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 121803 members 
Entering Unmasked Estep 
Score: -18930414.000000 Penalty: 5813.480957
	Iteration 104Q: 3 clusters Score -1.893041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -18930416.000000 Penalty: 5813.480957
	Iteration 105Q: 3 clusters Score -1.893042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -18930398.000000 Penalty: 5813.480957
	Iteration 106Q: 3 clusters Score -1.89304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 121811 members 
Entering Unmasked Estep 
Score: -18930412.000000 Penalty: 5813.480957
	Iteration 107Q: 3 clusters Score -1.893041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -18930404.000000 Penalty: 5813.480957
	Iteration 108Q: 3 clusters Score -1.89304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -18930414.000000 Penalty: 5813.480957
	Iteration 109Q: 3 clusters Score -1.893041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -18930430.000000 Penalty: 5813.480957
	Iteration 110Q: 3 clusters Score -1.893043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -18930430.000000 Penalty: 5813.480957
	Iteration 111Q: 3 clusters Score -1.893043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -18930434.000000 Penalty: 5813.480957
	Iteration 112Q: 3 clusters Score -1.893043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -18930428.000000 Penalty: 5813.480957
	Iteration 113Q: 3 clusters Score -1.893043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -18930416.000000 Penalty: 5813.480957
	Iteration 114Q: 3 clusters Score -1.893042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 121860 members 
Entering Unmasked Estep 
Score: -18930434.000000 Penalty: 5813.480957
	Iteration 115Q: 3 clusters Score -1.893043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -18930442.000000 Penalty: 5813.480957
	Iteration 116Q: 3 clusters Score -1.893044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -18930442.000000 Penalty: 5813.480957
	Iteration 117Q: 3 clusters Score -1.893044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -18930444.000000 Penalty: 5813.480957
	Iteration 118Q: 3 clusters Score -1.893044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -18930446.000000 Penalty: 5813.480957
	Iteration 119Q: 3 clusters Score -1.893045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 121879 members 
Entering Unmasked Estep 
Score: -18930446.000000 Penalty: 5813.480957
	Iteration 120F: 3 clusters Score -1.893045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -18930452.000000 Penalty: 5813.480957
	Iteration 121Q: 3 clusters Score -1.893045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -18930452.000000 Penalty: 5813.480957
	Iteration 122F: 3 clusters Score -1.893045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17609.255859 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17609.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17961.630859 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17961.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18021.279297 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -18021.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18073.117188 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -18073.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18093.609375 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18093.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18094.515625 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -18094.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18105.453125 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -18105.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18121.503906 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -18121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18127.390625 Penalty: 2632.900635
	Iteration 8F: 3 clusters Score -18127.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18163.775391 Penalty: 2632.900635
	Iteration 9Q: 3 clusters Score -18163.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18163.775391 Penalty: 2632.900635
	Iteration 10F: 3 clusters Score -18163.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Entering Unmasked Estep 
Score: -6524628.000000 Penalty: 2642.708496
	Iteration 0F: 2 clusters Score -6524628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -6495923.500000 Penalty: 5285.416992
	Iteration 0F: 3 clusters Score -6495924 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -6506794.000000 Penalty: 5285.416992
	Iteration 1F: 3 clusters Score -6506794 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6507290.000000 Penalty: 5285.416992
	Iteration 2Q: 3 clusters Score -6507290 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -6507784.000000 Penalty: 5285.416992
	Iteration 3Q: 3 clusters Score -6507784 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6508234.000000 Penalty: 5285.416992
	Iteration 4Q: 3 clusters Score -6508234 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6508709.500000 Penalty: 5285.416992
	Iteration 5Q: 3 clusters Score -6508710 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -6509295.000000 Penalty: 5285.416992
	Iteration 6Q: 3 clusters Score -6509295 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -6509948.000000 Penalty: 5285.416992
	Iteration 7Q: 3 clusters Score -6509948 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -6510749.000000 Penalty: 5285.416992
	Iteration 8Q: 3 clusters Score -6510749 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -6511797.000000 Penalty: 5285.416992
	Iteration 9Q: 3 clusters Score -6511797 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -6513258.500000 Penalty: 5285.416992
	Iteration 10F: 3 clusters Score -6513258 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6514965.500000 Penalty: 5285.416992
	Iteration 11F: 3 clusters Score -6514966 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -6516870.000000 Penalty: 5285.416992
	Iteration 12F: 3 clusters Score -6516870 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6518557.500000 Penalty: 5285.416992
	Iteration 13F: 3 clusters Score -6518558 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -6519961.000000 Penalty: 5285.416992
	Iteration 14Q: 3 clusters Score -6519961 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6520876.000000 Penalty: 5285.416992
	Iteration 15Q: 3 clusters Score -6520876 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -6521469.000000 Penalty: 5285.416992
	Iteration 16Q: 3 clusters Score -6521469 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6521884.500000 Penalty: 5285.416992
	Iteration 17Q: 3 clusters Score -6521884 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6522111.500000 Penalty: 5285.416992
	Iteration 18Q: 3 clusters Score -6522112 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6522260.000000 Penalty: 5285.416992
	Iteration 19Q: 3 clusters Score -6522260 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6522355.500000 Penalty: 5285.416992
	Iteration 20F: 3 clusters Score -6522356 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6522449.500000 Penalty: 5285.416992
	Iteration 21Q: 3 clusters Score -6522450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6522494.500000 Penalty: 5285.416992
	Iteration 22Q: 3 clusters Score -6522494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6522562.500000 Penalty: 5285.416992
	Iteration 23Q: 3 clusters Score -6522562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6522619.000000 Penalty: 5285.416992
	Iteration 24Q: 3 clusters Score -6522619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6522656.000000 Penalty: 5285.416992
	Iteration 25Q: 3 clusters Score -6522656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6522712.000000 Penalty: 5285.416992
	Iteration 26Q: 3 clusters Score -6522712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6522772.000000 Penalty: 5285.416992
	Iteration 27Q: 3 clusters Score -6522772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6522830.000000 Penalty: 5285.416992
	Iteration 28Q: 3 clusters Score -6522830 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6522926.000000 Penalty: 5285.416992
	Iteration 29Q: 3 clusters Score -6522926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6523015.000000 Penalty: 5285.416992
	Iteration 30Q: 3 clusters Score -6523015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6523079.500000 Penalty: 5285.416992
	Iteration 31Q: 3 clusters Score -6523080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6523123.000000 Penalty: 5285.416992
	Iteration 32Q: 3 clusters Score -6523123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6523181.000000 Penalty: 5285.416992
	Iteration 33Q: 3 clusters Score -6523181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6523209.000000 Penalty: 5285.416992
	Iteration 34Q: 3 clusters Score -6523209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6523252.000000 Penalty: 5285.416992
	Iteration 35Q: 3 clusters Score -6523252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6523284.500000 Penalty: 5285.416992
	Iteration 36Q: 3 clusters Score -6523284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6523297.000000 Penalty: 5285.416992
	Iteration 37Q: 3 clusters Score -6523297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6523316.000000 Penalty: 5285.416992
	Iteration 38Q: 3 clusters Score -6523316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6523331.000000 Penalty: 5285.416992
	Iteration 39Q: 3 clusters Score -6523331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6523347.500000 Penalty: 5285.416992
	Iteration 40F: 3 clusters Score -6523348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6523368.500000 Penalty: 5285.416992
	Iteration 41Q: 3 clusters Score -6523368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6523401.000000 Penalty: 5285.416992
	Iteration 42Q: 3 clusters Score -6523401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6523407.500000 Penalty: 5285.416992
	Iteration 43Q: 3 clusters Score -6523408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6523422.000000 Penalty: 5285.416992
	Iteration 44Q: 3 clusters Score -6523422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6523440.500000 Penalty: 5285.416992
	Iteration 45Q: 3 clusters Score -6523440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6523445.500000 Penalty: 5285.416992
	Iteration 46Q: 3 clusters Score -6523446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6523461.500000 Penalty: 5285.416992
	Iteration 47Q: 3 clusters Score -6523462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6523475.500000 Penalty: 5285.416992
	Iteration 48Q: 3 clusters Score -6523476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6523490.000000 Penalty: 5285.416992
	Iteration 49Q: 3 clusters Score -6523490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6523491.000000 Penalty: 5285.416992
	Iteration 50Q: 3 clusters Score -6523491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6523496.000000 Penalty: 5285.416992
	Iteration 51Q: 3 clusters Score -6523496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6523508.000000 Penalty: 5285.416992
	Iteration 52Q: 3 clusters Score -6523508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6523514.500000 Penalty: 5285.416992
	Iteration 53Q: 3 clusters Score -6523514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6523538.000000 Penalty: 5285.416992
	Iteration 54Q: 3 clusters Score -6523538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6523554.000000 Penalty: 5285.416992
	Iteration 55Q: 3 clusters Score -6523554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6523557.000000 Penalty: 5285.416992
	Iteration 56Q: 3 clusters Score -6523557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6523563.000000 Penalty: 5285.416992
	Iteration 57Q: 3 clusters Score -6523563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6523572.000000 Penalty: 5285.416992
	Iteration 58Q: 3 clusters Score -6523572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6523578.500000 Penalty: 5285.416992
	Iteration 59Q: 3 clusters Score -6523578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6523594.000000 Penalty: 5285.416992
	Iteration 60F: 3 clusters Score -6523594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6523593.000000 Penalty: 5285.416992
	Iteration 61Q: 3 clusters Score -6523593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6523602.500000 Penalty: 5285.416992
	Iteration 62Q: 3 clusters Score -6523602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6523606.000000 Penalty: 5285.416992
	Iteration 63Q: 3 clusters Score -6523606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6523617.500000 Penalty: 5285.416992
	Iteration 64Q: 3 clusters Score -6523618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6523612.500000 Penalty: 5285.416992
	Iteration 65Q: 3 clusters Score -6523612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6523623.500000 Penalty: 5285.416992
	Iteration 66Q: 3 clusters Score -6523624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6523625.000000 Penalty: 5285.416992
	Iteration 67Q: 3 clusters Score -6523625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6523631.500000 Penalty: 5285.416992
	Iteration 68Q: 3 clusters Score -6523632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6523648.500000 Penalty: 5285.416992
	Iteration 69Q: 3 clusters Score -6523648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6523643.000000 Penalty: 5285.416992
	Iteration 70Q: 3 clusters Score -6523643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6523641.000000 Penalty: 5285.416992
	Iteration 71Q: 3 clusters Score -6523641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6523649.000000 Penalty: 5285.416992
	Iteration 72Q: 3 clusters Score -6523649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6523646.000000 Penalty: 5285.416992
	Iteration 73Q: 3 clusters Score -6523646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6523642.000000 Penalty: 5285.416992
	Iteration 74Q: 3 clusters Score -6523642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6523642.000000 Penalty: 5285.416992
	Iteration 75Q: 3 clusters Score -6523642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6523648.000000 Penalty: 5285.416992
	Iteration 76Q: 3 clusters Score -6523648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6523650.500000 Penalty: 5285.416992
	Iteration 77Q: 3 clusters Score -6523650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6523655.000000 Penalty: 5285.416992
	Iteration 78Q: 3 clusters Score -6523655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6523643.000000 Penalty: 5285.416992
	Iteration 79Q: 3 clusters Score -6523643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6523668.500000 Penalty: 5285.416992
	Iteration 80F: 3 clusters Score -6523668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6523670.000000 Penalty: 5285.416992
	Iteration 81Q: 3 clusters Score -6523670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6523659.500000 Penalty: 5285.416992
	Iteration 82Q: 3 clusters Score -6523660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6523651.000000 Penalty: 5285.416992
	Iteration 83Q: 3 clusters Score -6523651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6523657.000000 Penalty: 5285.416992
	Iteration 84Q: 3 clusters Score -6523657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6523671.500000 Penalty: 5285.416992
	Iteration 85Q: 3 clusters Score -6523672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6523673.500000 Penalty: 5285.416992
	Iteration 86Q: 3 clusters Score -6523674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6523666.000000 Penalty: 5285.416992
	Iteration 87Q: 3 clusters Score -6523666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6523670.500000 Penalty: 5285.416992
	Iteration 88Q: 3 clusters Score -6523670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6523670.500000 Penalty: 5285.416992
	Iteration 89Q: 3 clusters Score -6523670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6523665.000000 Penalty: 5285.416992
	Iteration 90Q: 3 clusters Score -6523665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6523671.000000 Penalty: 5285.416992
	Iteration 91Q: 3 clusters Score -6523671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6523675.500000 Penalty: 5285.416992
	Iteration 92Q: 3 clusters Score -6523676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6523675.000000 Penalty: 5285.416992
	Iteration 93Q: 3 clusters Score -6523675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6523675.500000 Penalty: 5285.416992
	Iteration 94Q: 3 clusters Score -6523676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6523675.500000 Penalty: 5285.416992
	Iteration 95F: 3 clusters Score -6523676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -322475.750000 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -322475.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -319687.875000 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -319687.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -320292.750000 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -320292.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -320495.437500 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -320495.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -320628.000000 Penalty: 3838.073975
	Iteration 3F: 3 clusters Score -320628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -320737.968750 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -320738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -320835.781250 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -320835.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -320926.562500 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -320926.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -320969.843750 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -320969.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -320995.000000 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -320995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -321020.562500 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -321020.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -321041.562500 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -321041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -321051.468750 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -321051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -321057.687500 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -321057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -321065.437500 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -321065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -321068.562500 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -321068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -321073.500000 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -321073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -321075.687500 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -321075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -321077.875000 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -321077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321079.125000 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -321079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -321079.687500 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -321079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -321081.750000 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -321081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321082.843750 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -321082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -321082.843750 Penalty: 3838.073975
	Iteration 22F: 3 clusters Score -321082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Entering Unmasked Estep 
Score: -1749120.500000 Penalty: 2320.630127
	Iteration 0F: 2 clusters Score -1749120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1740369.875000 Penalty: 4641.260254
	Iteration 0F: 3 clusters Score -1740370 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1743016.125000 Penalty: 4641.260254
	Iteration 1F: 3 clusters Score -1743016 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1743356.750000 Penalty: 4641.260254
	Iteration 2F: 3 clusters Score -1743357 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1743603.000000 Penalty: 4641.260254
	Iteration 3F: 3 clusters Score -1743603 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1743797.625000 Penalty: 4641.260254
	Iteration 4Q: 3 clusters Score -1743798 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1743981.375000 Penalty: 4641.260254
	Iteration 5Q: 3 clusters Score -1743981 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1744143.625000 Penalty: 4641.260254
	Iteration 6Q: 3 clusters Score -1744144 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1744288.125000 Penalty: 4641.260254
	Iteration 7Q: 3 clusters Score -1744288 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1744445.250000 Penalty: 4641.260254
	Iteration 8Q: 3 clusters Score -1744445 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1744618.875000 Penalty: 4641.260254
	Iteration 9Q: 3 clusters Score -1744619 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1744808.125000 Penalty: 4641.260254
	Iteration 10Q: 3 clusters Score -1744808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1744990.375000 Penalty: 4641.260254
	Iteration 11Q: 3 clusters Score -1744990 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1745175.125000 Penalty: 4641.260254
	Iteration 12Q: 3 clusters Score -1745175 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1745383.875000 Penalty: 4641.260254
	Iteration 13Q: 3 clusters Score -1745384 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1745610.750000 Penalty: 4641.260254
	Iteration 14Q: 3 clusters Score -1745611 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1745849.375000 Penalty: 4641.260254
	Iteration 15Q: 3 clusters Score -1745849 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1746069.125000 Penalty: 4641.260254
	Iteration 16Q: 3 clusters Score -1746069 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1746261.125000 Penalty: 4641.260254
	Iteration 17Q: 3 clusters Score -1746261 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1746403.625000 Penalty: 4641.260254
	Iteration 18Q: 3 clusters Score -1746404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1746487.375000 Penalty: 4641.260254
	Iteration 19Q: 3 clusters Score -1746487 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1746561.500000 Penalty: 4641.260254
	Iteration 20F: 3 clusters Score -1746562 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1746630.250000 Penalty: 4641.260254
	Iteration 21Q: 3 clusters Score -1746630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1746698.875000 Penalty: 4641.260254
	Iteration 22Q: 3 clusters Score -1746699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1746755.000000 Penalty: 4641.260254
	Iteration 23Q: 3 clusters Score -1746755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1746803.500000 Penalty: 4641.260254
	Iteration 24Q: 3 clusters Score -1746804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1746835.250000 Penalty: 4641.260254
	Iteration 25Q: 3 clusters Score -1746835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1746867.125000 Penalty: 4641.260254
	Iteration 26Q: 3 clusters Score -1746867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1746904.625000 Penalty: 4641.260254
	Iteration 27Q: 3 clusters Score -1746905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1746932.250000 Penalty: 4641.260254
	Iteration 28Q: 3 clusters Score -1746932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1746961.625000 Penalty: 4641.260254
	Iteration 29Q: 3 clusters Score -1746962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1746991.125000 Penalty: 4641.260254
	Iteration 30Q: 3 clusters Score -1746991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1747008.625000 Penalty: 4641.260254
	Iteration 31Q: 3 clusters Score -1747009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1747021.125000 Penalty: 4641.260254
	Iteration 32Q: 3 clusters Score -1747021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1747050.875000 Penalty: 4641.260254
	Iteration 33Q: 3 clusters Score -1747051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1747075.750000 Penalty: 4641.260254
	Iteration 34Q: 3 clusters Score -1747076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1747088.750000 Penalty: 4641.260254
	Iteration 35Q: 3 clusters Score -1747089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1747096.875000 Penalty: 4641.260254
	Iteration 36Q: 3 clusters Score -1747097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1747111.625000 Penalty: 4641.260254
	Iteration 37Q: 3 clusters Score -1747112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1747119.625000 Penalty: 4641.260254
	Iteration 38Q: 3 clusters Score -1747120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1747132.875000 Penalty: 4641.260254
	Iteration 39Q: 3 clusters Score -1747133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1747147.125000 Penalty: 4641.260254
	Iteration 40F: 3 clusters Score -1747147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1747168.625000 Penalty: 4641.260254
	Iteration 41Q: 3 clusters Score -1747169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1747182.375000 Penalty: 4641.260254
	Iteration 42Q: 3 clusters Score -1747182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1747196.375000 Penalty: 4641.260254
	Iteration 43Q: 3 clusters Score -1747196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1747203.000000 Penalty: 4641.260254
	Iteration 44Q: 3 clusters Score -1747203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1747214.250000 Penalty: 4641.260254
	Iteration 45Q: 3 clusters Score -1747214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1747221.625000 Penalty: 4641.260254
	Iteration 46Q: 3 clusters Score -1747222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1747228.250000 Penalty: 4641.260254
	Iteration 47Q: 3 clusters Score -1747228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1747236.125000 Penalty: 4641.260254
	Iteration 48Q: 3 clusters Score -1747236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1747240.750000 Penalty: 4641.260254
	Iteration 49Q: 3 clusters Score -1747241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1747241.250000 Penalty: 4641.260254
	Iteration 50Q: 3 clusters Score -1747241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1747243.000000 Penalty: 4641.260254
	Iteration 51Q: 3 clusters Score -1747243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1747248.125000 Penalty: 4641.260254
	Iteration 52Q: 3 clusters Score -1747248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1747257.125000 Penalty: 4641.260254
	Iteration 53Q: 3 clusters Score -1747257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1747266.875000 Penalty: 4641.260254
	Iteration 54Q: 3 clusters Score -1747267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1747274.250000 Penalty: 4641.260254
	Iteration 55Q: 3 clusters Score -1747274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1747278.625000 Penalty: 4641.260254
	Iteration 56Q: 3 clusters Score -1747279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1747284.625000 Penalty: 4641.260254
	Iteration 57Q: 3 clusters Score -1747285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1747293.375000 Penalty: 4641.260254
	Iteration 58Q: 3 clusters Score -1747293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1747296.500000 Penalty: 4641.260254
	Iteration 59Q: 3 clusters Score -1747296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1747306.000000 Penalty: 4641.260254
	Iteration 60F: 3 clusters Score -1747306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1747312.375000 Penalty: 4641.260254
	Iteration 61Q: 3 clusters Score -1747312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1747323.625000 Penalty: 4641.260254
	Iteration 62Q: 3 clusters Score -1747324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1747322.125000 Penalty: 4641.260254
	Iteration 63Q: 3 clusters Score -1747322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1747325.500000 Penalty: 4641.260254
	Iteration 64Q: 3 clusters Score -1747326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1747331.750000 Penalty: 4641.260254
	Iteration 65Q: 3 clusters Score -1747332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1747336.625000 Penalty: 4641.260254
	Iteration 66Q: 3 clusters Score -1747337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1747339.000000 Penalty: 4641.260254
	Iteration 67Q: 3 clusters Score -1747339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1747342.375000 Penalty: 4641.260254
	Iteration 68Q: 3 clusters Score -1747342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1747341.000000 Penalty: 4641.260254
	Iteration 69Q: 3 clusters Score -1747341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1747345.125000 Penalty: 4641.260254
	Iteration 70Q: 3 clusters Score -1747345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1747346.375000 Penalty: 4641.260254
	Iteration 71Q: 3 clusters Score -1747346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1747345.125000 Penalty: 4641.260254
	Iteration 72Q: 3 clusters Score -1747345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1747348.875000 Penalty: 4641.260254
	Iteration 73Q: 3 clusters Score -1747349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1747348.500000 Penalty: 4641.260254
	Iteration 74Q: 3 clusters Score -1747348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1747350.500000 Penalty: 4641.260254
	Iteration 75Q: 3 clusters Score -1747350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1747356.000000 Penalty: 4641.260254
	Iteration 76Q: 3 clusters Score -1747356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1747355.875000 Penalty: 4641.260254
	Iteration 77Q: 3 clusters Score -1747356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1747358.500000 Penalty: 4641.260254
	Iteration 78Q: 3 clusters Score -1747358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1747361.000000 Penalty: 4641.260254
	Iteration 79Q: 3 clusters Score -1747361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1747367.750000 Penalty: 4641.260254
	Iteration 80F: 3 clusters Score -1747368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1747368.125000 Penalty: 4641.260254
	Iteration 81Q: 3 clusters Score -1747368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1747367.875000 Penalty: 4641.260254
	Iteration 82Q: 3 clusters Score -1747368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1747367.875000 Penalty: 4641.260254
	Iteration 83F: 3 clusters Score -1747368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -719017.125000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -719017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -714585.750000 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -714585.8 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -715615.812500 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -715615.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -715903.687500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -715903.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -716122.875000 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -716122.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -716287.812500 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -716287.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -716410.812500 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -716410.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -716501.812500 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -716501.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -716584.812500 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -716584.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -716656.125000 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -716656.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -716722.937500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -716722.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -716780.500000 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -716780.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -716833.250000 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -716833.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -716871.500000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -716871.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -716903.875000 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -716903.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -716928.312500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -716928.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -716956.125000 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -716956.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -716984.937500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -716984.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -717005.500000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -717005.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -717028.812500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -717028.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -717046.312500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -717046.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -717061.812500 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -717061.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -717078.562500 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -717078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -717092.500000 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -717092.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -717106.937500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -717106.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -717120.500000 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -717120.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -717136.062500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -717136.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -717142.500000 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -717142.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -717152.125000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -717152.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -717157.562500 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -717157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -717163.000000 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -717163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -717170.562500 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -717170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -717175.500000 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -717175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -717178.312500 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -717178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -717183.875000 Penalty: 4214.000977
	Iteration 33Q: 3 clusters Score -717183.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -717192.125000 Penalty: 4214.000977
	Iteration 34Q: 3 clusters Score -717192.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -717199.750000 Penalty: 4214.000977
	Iteration 35Q: 3 clusters Score -717199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -717203.437500 Penalty: 4214.000977
	Iteration 36Q: 3 clusters Score -717203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -717209.812500 Penalty: 4214.000977
	Iteration 37Q: 3 clusters Score -717209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -717216.250000 Penalty: 4214.000977
	Iteration 38Q: 3 clusters Score -717216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -717223.937500 Penalty: 4214.000977
	Iteration 39Q: 3 clusters Score -717223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -717231.187500 Penalty: 4214.000977
	Iteration 40F: 3 clusters Score -717231.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -717237.687500 Penalty: 4214.000977
	Iteration 41Q: 3 clusters Score -717237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -717244.250000 Penalty: 4214.000977
	Iteration 42Q: 3 clusters Score -717244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -717252.562500 Penalty: 4214.000977
	Iteration 43Q: 3 clusters Score -717252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -717258.500000 Penalty: 4214.000977
	Iteration 44Q: 3 clusters Score -717258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -717262.250000 Penalty: 4214.000977
	Iteration 45Q: 3 clusters Score -717262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -717266.187500 Penalty: 4214.000977
	Iteration 46Q: 3 clusters Score -717266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -717271.000000 Penalty: 4214.000977
	Iteration 47Q: 3 clusters Score -717271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -717275.437500 Penalty: 4214.000977
	Iteration 48Q: 3 clusters Score -717275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -717279.437500 Penalty: 4214.000977
	Iteration 49Q: 3 clusters Score -717279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -717284.312500 Penalty: 4214.000977
	Iteration 50Q: 3 clusters Score -717284.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -717290.875000 Penalty: 4214.000977
	Iteration 51Q: 3 clusters Score -717290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -717294.812500 Penalty: 4214.000977
	Iteration 52Q: 3 clusters Score -717294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -717298.062500 Penalty: 4214.000977
	Iteration 53Q: 3 clusters Score -717298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -717299.562500 Penalty: 4214.000977
	Iteration 54Q: 3 clusters Score -717299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -717300.375000 Penalty: 4214.000977
	Iteration 55Q: 3 clusters Score -717300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -717300.375000 Penalty: 4214.000977
	Iteration 56F: 3 clusters Score -717300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -997329.250000 Penalty: 2176.182861
	Iteration 0F: 2 clusters Score -997329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -991856.125000 Penalty: 4352.365723
	Iteration 0F: 3 clusters Score -991856.1 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -993299.187500 Penalty: 4352.365723
	Iteration 1F: 3 clusters Score -993299.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -993569.562500 Penalty: 4352.365723
	Iteration 2F: 3 clusters Score -993569.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -993817.000000 Penalty: 4352.365723
	Iteration 3F: 3 clusters Score -993817 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -994010.937500 Penalty: 4352.365723
	Iteration 4F: 3 clusters Score -994010.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -994197.562500 Penalty: 4352.365723
	Iteration 5Q: 3 clusters Score -994197.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -994379.312500 Penalty: 4352.365723
	Iteration 6Q: 3 clusters Score -994379.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -994547.875000 Penalty: 4352.365723
	Iteration 7Q: 3 clusters Score -994547.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -994719.500000 Penalty: 4352.365723
	Iteration 8Q: 3 clusters Score -994719.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -994870.937500 Penalty: 4352.365723
	Iteration 9Q: 3 clusters Score -994870.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -994996.000000 Penalty: 4352.365723
	Iteration 10Q: 3 clusters Score -994996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -995101.312500 Penalty: 4352.365723
	Iteration 11Q: 3 clusters Score -995101.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -995199.812500 Penalty: 4352.365723
	Iteration 12Q: 3 clusters Score -995199.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -995290.312500 Penalty: 4352.365723
	Iteration 13Q: 3 clusters Score -995290.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -995368.687500 Penalty: 4352.365723
	Iteration 14Q: 3 clusters Score -995368.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -995443.250000 Penalty: 4352.365723
	Iteration 15Q: 3 clusters Score -995443.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -995530.875000 Penalty: 4352.365723
	Iteration 16Q: 3 clusters Score -995530.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -995605.000000 Penalty: 4352.365723
	Iteration 17Q: 3 clusters Score -995605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -995659.062500 Penalty: 4352.365723
	Iteration 18Q: 3 clusters Score -995659.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -995689.625000 Penalty: 4352.365723
	Iteration 19Q: 3 clusters Score -995689.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -995704.000000 Penalty: 4352.365723
	Iteration 20F: 3 clusters Score -995704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -995715.625000 Penalty: 4352.365723
	Iteration 21Q: 3 clusters Score -995715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -995724.562500 Penalty: 4352.365723
	Iteration 22Q: 3 clusters Score -995724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -995731.750000 Penalty: 4352.365723
	Iteration 23Q: 3 clusters Score -995731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -995740.062500 Penalty: 4352.365723
	Iteration 24Q: 3 clusters Score -995740.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -995748.312500 Penalty: 4352.365723
	Iteration 25Q: 3 clusters Score -995748.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -995754.312500 Penalty: 4352.365723
	Iteration 26Q: 3 clusters Score -995754.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -995772.062500 Penalty: 4352.365723
	Iteration 27Q: 3 clusters Score -995772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -995779.250000 Penalty: 4352.365723
	Iteration 28Q: 3 clusters Score -995779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -995787.187500 Penalty: 4352.365723
	Iteration 29Q: 3 clusters Score -995787.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -995794.687500 Penalty: 4352.365723
	Iteration 30Q: 3 clusters Score -995794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -995796.875000 Penalty: 4352.365723
	Iteration 31Q: 3 clusters Score -995796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -995796.750000 Penalty: 4352.365723
	Iteration 32Q: 3 clusters Score -995796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -995797.562500 Penalty: 4352.365723
	Iteration 33Q: 3 clusters Score -995797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -995798.062500 Penalty: 4352.365723
	Iteration 34Q: 3 clusters Score -995798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -995799.687500 Penalty: 4352.365723
	Iteration 35Q: 3 clusters Score -995799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -995798.750000 Penalty: 4352.365723
	Iteration 36Q: 3 clusters Score -995798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -995798.562500 Penalty: 4352.365723
	Iteration 37Q: 3 clusters Score -995798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -995798.562500 Penalty: 4352.365723
	Iteration 38F: 3 clusters Score -995798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -367292.156250 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -367292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364415.375000 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -364415.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -365085.281250 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -365085.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -365296.875000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -365296.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -365549.031250 Penalty: 3861.717529
	Iteration 3F: 3 clusters Score -365549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365887.937500 Penalty: 3861.717529
	Iteration 4F: 3 clusters Score -365887.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -366091.718750 Penalty: 3861.717529
	Iteration 5F: 3 clusters Score -366091.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -366207.718750 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -366207.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366303.406250 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -366303.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -366382.968750 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -366383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -366436.906250 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -366436.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -366477.843750 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -366477.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -366509.468750 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -366509.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -366539.406250 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -366539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -366565.718750 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -366565.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -366579.343750 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -366579.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -366587.750000 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -366587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -366598.406250 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -366598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -366610.312500 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -366610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -366617.250000 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -366617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -366621.937500 Penalty: 3861.717529
	Iteration 19Q: 3 clusters Score -366621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -366624.437500 Penalty: 3861.717529
	Iteration 20F: 3 clusters Score -366624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -366627.156250 Penalty: 3861.717529
	Iteration 21Q: 3 clusters Score -366627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -366632.500000 Penalty: 3861.717529
	Iteration 22Q: 3 clusters Score -366632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -366634.812500 Penalty: 3861.717529
	Iteration 23Q: 3 clusters Score -366634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -366637.843750 Penalty: 3861.717529
	Iteration 24Q: 3 clusters Score -366637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -366639.968750 Penalty: 3861.717529
	Iteration 25Q: 3 clusters Score -366640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -366643.156250 Penalty: 3861.717529
	Iteration 26Q: 3 clusters Score -366643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -366643.625000 Penalty: 3861.717529
	Iteration 27Q: 3 clusters Score -366643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -366646.281250 Penalty: 3861.717529
	Iteration 28Q: 3 clusters Score -366646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -366648.031250 Penalty: 3861.717529
	Iteration 29Q: 3 clusters Score -366648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -366648.593750 Penalty: 3861.717529
	Iteration 30Q: 3 clusters Score -366648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366649.437500 Penalty: 3861.717529
	Iteration 31Q: 3 clusters Score -366649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366649.437500 Penalty: 3861.717529
	Iteration 32F: 3 clusters Score -366649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -643923.750000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -643923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -639732.875000 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -639732.9 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -640728.500000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -640728.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -640915.937500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -640915.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -641046.562500 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -641046.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -641121.125000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -641121.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -641201.125000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -641201.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -641279.687500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -641279.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -641335.937500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -641335.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -641390.750000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -641390.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -641437.625000 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -641437.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -641474.687500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -641474.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -641522.687500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -641522.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -641582.750000 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -641582.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -641643.562500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -641643.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -641701.812500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -641701.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -641748.937500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -641748.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -641797.187500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -641797.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -641843.937500 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -641843.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -641885.062500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -641885.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -641935.187500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -641935.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -641985.312500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -641985.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -642037.062500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -642037.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -642086.500000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -642086.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -642136.187500 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -642136.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -642177.687500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -642177.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -642222.937500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -642222.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -642270.625000 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -642270.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -642314.812500 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -642314.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -642353.687500 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -642353.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -642387.437500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -642387.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -642417.437500 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -642417.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -642443.687500 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -642443.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -642466.375000 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -642466.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -642486.125000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -642486.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -642506.687500 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -642506.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -642522.125000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -642522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -642535.062500 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -642535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -642541.187500 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -642541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -642545.812500 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -642545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -642546.000000 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -642546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -642547.125000 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -642547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -642549.250000 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -642549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -642550.125000 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -642550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -642551.750000 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -642551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -642550.812500 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -642550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -642550.750000 Penalty: 4165.834473
	Iteration 45Q: 3 clusters Score -642550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -642550.750000 Penalty: 4165.834473
	Iteration 46F: 3 clusters Score -642550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93567.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -93567.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -92006.335938 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -92006.34 nChanged 257
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: -92550.476562 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -92550.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93022.382812 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -93022.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93567.554688 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -93567.55 nChanged 40
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: -93821.265625 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -93821.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -93902.000000 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -93902 nChanged 10
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: -93937.726562 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -93937.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -93972.187500 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -93972.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -94022.398438 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -94022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -94083.539062 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -94083.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -94095.000000 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -94095 nChanged 1
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: -94106.351562 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -94106.35 nChanged 0
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: -94106.351562 Penalty: 3333.229248
	Iteration 12F: 3 clusters Score -94106.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123097 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 665 members 
Mstep: Class 13 contains 97208 members 
Mstep: Class 14 contains 14974 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 52188 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104641 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104163544.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104164936.000000 to -104163544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (97208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Entering Unmasked Estep 
Score: -15001645.000000 Penalty: 2848.182861
	Iteration 0F: 2 clusters Score -1.500164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -14937284.000000 Penalty: 5696.365723
	Iteration 0F: 3 clusters Score -1.493728e+07 nChanged 45842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -14963545.000000 Penalty: 5696.365723
	Iteration 1F: 3 clusters Score -1.496354e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -14964655.000000 Penalty: 5696.365723
	Iteration 2Q: 3 clusters Score -1.496466e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -14965722.000000 Penalty: 5696.365723
	Iteration 3Q: 3 clusters Score -1.496572e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -14966964.000000 Penalty: 5696.365723
	Iteration 4Q: 3 clusters Score -1.496696e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -14968543.000000 Penalty: 5696.365723
	Iteration 5Q: 3 clusters Score -1.496854e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -14970485.000000 Penalty: 5696.365723
	Iteration 6Q: 3 clusters Score -1.497048e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -14972880.000000 Penalty: 5696.365723
	Iteration 7Q: 3 clusters Score -1.497288e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -14976136.000000 Penalty: 5696.365723
	Iteration 8F: 3 clusters Score -1.497614e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -14979804.000000 Penalty: 5696.365723
	Iteration 9F: 3 clusters Score -1.49798e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -14982795.000000 Penalty: 5696.365723
	Iteration 10F: 3 clusters Score -1.49828e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -14984558.000000 Penalty: 5696.365723
	Iteration 11Q: 3 clusters Score -1.498456e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -14985424.000000 Penalty: 5696.365723
	Iteration 12Q: 3 clusters Score -1.498542e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -14985889.000000 Penalty: 5696.365723
	Iteration 13Q: 3 clusters Score -1.498589e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -14986208.000000 Penalty: 5696.365723
	Iteration 14Q: 3 clusters Score -1.498621e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -14986562.000000 Penalty: 5696.365723
	Iteration 15Q: 3 clusters Score -1.498656e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -14986949.000000 Penalty: 5696.365723
	Iteration 16Q: 3 clusters Score -1.498695e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -14987382.000000 Penalty: 5696.365723
	Iteration 17Q: 3 clusters Score -1.498738e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -14987903.000000 Penalty: 5696.365723
	Iteration 18Q: 3 clusters Score -1.49879e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -14988403.000000 Penalty: 5696.365723
	Iteration 19Q: 3 clusters Score -1.49884e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -14989020.000000 Penalty: 5696.365723
	Iteration 20F: 3 clusters Score -1.498902e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -14989700.000000 Penalty: 5696.365723
	Iteration 21Q: 3 clusters Score -1.49897e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -14990448.000000 Penalty: 5696.365723
	Iteration 22Q: 3 clusters Score -1.499045e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -14991115.000000 Penalty: 5696.365723
	Iteration 23Q: 3 clusters Score -1.499112e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -14991999.000000 Penalty: 5696.365723
	Iteration 24Q: 3 clusters Score -1.4992e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -14992759.000000 Penalty: 5696.365723
	Iteration 25Q: 3 clusters Score -1.499276e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -14993688.000000 Penalty: 5696.365723
	Iteration 26Q: 3 clusters Score -1.499369e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -14994572.000000 Penalty: 5696.365723
	Iteration 27Q: 3 clusters Score -1.499457e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -14995408.000000 Penalty: 5696.365723
	Iteration 28Q: 3 clusters Score -1.499541e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -14996064.000000 Penalty: 5696.365723
	Iteration 29Q: 3 clusters Score -1.499606e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -14996546.000000 Penalty: 5696.365723
	Iteration 30Q: 3 clusters Score -1.499655e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -14996914.000000 Penalty: 5696.365723
	Iteration 31Q: 3 clusters Score -1.499691e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -14997252.000000 Penalty: 5696.365723
	Iteration 32Q: 3 clusters Score -1.499725e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -14997610.000000 Penalty: 5696.365723
	Iteration 33Q: 3 clusters Score -1.499761e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -14997888.000000 Penalty: 5696.365723
	Iteration 34Q: 3 clusters Score -1.499789e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -14998146.000000 Penalty: 5696.365723
	Iteration 35Q: 3 clusters Score -1.499815e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -14998353.000000 Penalty: 5696.365723
	Iteration 36Q: 3 clusters Score -1.499835e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -14998518.000000 Penalty: 5696.365723
	Iteration 37Q: 3 clusters Score -1.499852e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -14998655.000000 Penalty: 5696.365723
	Iteration 38Q: 3 clusters Score -1.499866e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -14998749.000000 Penalty: 5696.365723
	Iteration 39Q: 3 clusters Score -1.499875e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -14998913.000000 Penalty: 5696.365723
	Iteration 40F: 3 clusters Score -1.499891e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -14999046.000000 Penalty: 5696.365723
	Iteration 41Q: 3 clusters Score -1.499905e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -14999093.000000 Penalty: 5696.365723
	Iteration 42Q: 3 clusters Score -1.499909e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95276 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -14999200.000000 Penalty: 5696.365723
	Iteration 43Q: 3 clusters Score -1.49992e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -14999262.000000 Penalty: 5696.365723
	Iteration 44Q: 3 clusters Score -1.499926e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -14999303.000000 Penalty: 5696.365723
	Iteration 45Q: 3 clusters Score -1.49993e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -14999336.000000 Penalty: 5696.365723
	Iteration 46Q: 3 clusters Score -1.499934e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14999373.000000 Penalty: 5696.365723
	Iteration 47Q: 3 clusters Score -1.499937e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14999417.000000 Penalty: 5696.365723
	Iteration 48Q: 3 clusters Score -1.499942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14999462.000000 Penalty: 5696.365723
	Iteration 49Q: 3 clusters Score -1.499946e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -14999500.000000 Penalty: 5696.365723
	Iteration 50Q: 3 clusters Score -1.49995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14999522.000000 Penalty: 5696.365723
	Iteration 51Q: 3 clusters Score -1.499952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14999533.000000 Penalty: 5696.365723
	Iteration 52Q: 3 clusters Score -1.499953e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14999542.000000 Penalty: 5696.365723
	Iteration 53Q: 3 clusters Score -1.499954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -14999560.000000 Penalty: 5696.365723
	Iteration 54Q: 3 clusters Score -1.499956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14999544.000000 Penalty: 5696.365723
	Iteration 55Q: 3 clusters Score -1.499954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14999555.000000 Penalty: 5696.365723
	Iteration 56Q: 3 clusters Score -1.499956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14999568.000000 Penalty: 5696.365723
	Iteration 57Q: 3 clusters Score -1.499957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14999563.000000 Penalty: 5696.365723
	Iteration 58Q: 3 clusters Score -1.499956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -14999572.000000 Penalty: 5696.365723
	Iteration 59Q: 3 clusters Score -1.499957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14999574.000000 Penalty: 5696.365723
	Iteration 60F: 3 clusters Score -1.499957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14999564.000000 Penalty: 5696.365723
	Iteration 61Q: 3 clusters Score -1.499956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14999573.000000 Penalty: 5696.365723
	Iteration 62Q: 3 clusters Score -1.499957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14999571.000000 Penalty: 5696.365723
	Iteration 63Q: 3 clusters Score -1.499957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -14999585.000000 Penalty: 5696.365723
	Iteration 64Q: 3 clusters Score -1.499958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14999577.000000 Penalty: 5696.365723
	Iteration 65Q: 3 clusters Score -1.499958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14999578.000000 Penalty: 5696.365723
	Iteration 66Q: 3 clusters Score -1.499958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14999584.000000 Penalty: 5696.365723
	Iteration 67Q: 3 clusters Score -1.499958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14999579.000000 Penalty: 5696.365723
	Iteration 68Q: 3 clusters Score -1.499958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -14999575.000000 Penalty: 5696.365723
	Iteration 69Q: 3 clusters Score -1.499958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14999585.000000 Penalty: 5696.365723
	Iteration 70Q: 3 clusters Score -1.499958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -14999579.000000 Penalty: 5696.365723
	Iteration 71Q: 3 clusters Score -1.499958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -14999590.000000 Penalty: 5696.365723
	Iteration 72Q: 3 clusters Score -1.499959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14999590.000000 Penalty: 5696.365723
	Iteration 73Q: 3 clusters Score -1.499959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -14999587.000000 Penalty: 5696.365723
	Iteration 74Q: 3 clusters Score -1.499959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14999592.000000 Penalty: 5696.365723
	Iteration 75Q: 3 clusters Score -1.499959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14999590.000000 Penalty: 5696.365723
	Iteration 76Q: 3 clusters Score -1.499959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -14999594.000000 Penalty: 5696.365723
	Iteration 77Q: 3 clusters Score -1.499959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14999588.000000 Penalty: 5696.365723
	Iteration 78Q: 3 clusters Score -1.499959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14999581.000000 Penalty: 5696.365723
	Iteration 79Q: 3 clusters Score -1.499958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96172 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14999581.000000 Penalty: 5696.365723
	Iteration 80F: 3 clusters Score -1.499958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Entering Unmasked Estep 
Score: -2272775.000000 Penalty: 2384.289551
	Iteration 0F: 2 clusters Score -2272775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2262005.250000 Penalty: 4768.579102
	Iteration 0F: 3 clusters Score -2262005 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2265571.750000 Penalty: 4768.579102
	Iteration 1F: 3 clusters Score -2265572 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2266015.250000 Penalty: 4768.579102
	Iteration 2F: 3 clusters Score -2266015 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2266414.000000 Penalty: 4768.579102
	Iteration 3F: 3 clusters Score -2266414 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2266857.250000 Penalty: 4768.579102
	Iteration 4Q: 3 clusters Score -2266857 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2267365.750000 Penalty: 4768.579102
	Iteration 5F: 3 clusters Score -2267366 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2267945.000000 Penalty: 4768.579102
	Iteration 6F: 3 clusters Score -2267945 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2268588.500000 Penalty: 4768.579102
	Iteration 7F: 3 clusters Score -2268588 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2269248.000000 Penalty: 4768.579102
	Iteration 8F: 3 clusters Score -2269248 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2269893.500000 Penalty: 4768.579102
	Iteration 9F: 3 clusters Score -2269894 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2270493.750000 Penalty: 4768.579102
	Iteration 10Q: 3 clusters Score -2270494 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2270950.000000 Penalty: 4768.579102
	Iteration 11Q: 3 clusters Score -2270950 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2271352.750000 Penalty: 4768.579102
	Iteration 12Q: 3 clusters Score -2271353 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2271701.750000 Penalty: 4768.579102
	Iteration 13Q: 3 clusters Score -2271702 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2271961.750000 Penalty: 4768.579102
	Iteration 14Q: 3 clusters Score -2271962 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2272103.000000 Penalty: 4768.579102
	Iteration 15Q: 3 clusters Score -2272103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2272222.500000 Penalty: 4768.579102
	Iteration 16Q: 3 clusters Score -2272222 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2272337.000000 Penalty: 4768.579102
	Iteration 17Q: 3 clusters Score -2272337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2272396.500000 Penalty: 4768.579102
	Iteration 18Q: 3 clusters Score -2272396 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2272447.500000 Penalty: 4768.579102
	Iteration 19Q: 3 clusters Score -2272448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2272476.750000 Penalty: 4768.579102
	Iteration 20F: 3 clusters Score -2272477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2272491.000000 Penalty: 4768.579102
	Iteration 21Q: 3 clusters Score -2272491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2272497.750000 Penalty: 4768.579102
	Iteration 22Q: 3 clusters Score -2272498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2272505.250000 Penalty: 4768.579102
	Iteration 23Q: 3 clusters Score -2272505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2272509.750000 Penalty: 4768.579102
	Iteration 24Q: 3 clusters Score -2272510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2272514.750000 Penalty: 4768.579102
	Iteration 25Q: 3 clusters Score -2272515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2272527.250000 Penalty: 4768.579102
	Iteration 26Q: 3 clusters Score -2272527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2272542.000000 Penalty: 4768.579102
	Iteration 27Q: 3 clusters Score -2272542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2272549.000000 Penalty: 4768.579102
	Iteration 28Q: 3 clusters Score -2272549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2272563.000000 Penalty: 4768.579102
	Iteration 29Q: 3 clusters Score -2272563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2272572.500000 Penalty: 4768.579102
	Iteration 30Q: 3 clusters Score -2272572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2272577.000000 Penalty: 4768.579102
	Iteration 31Q: 3 clusters Score -2272577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2272585.500000 Penalty: 4768.579102
	Iteration 32Q: 3 clusters Score -2272586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2272588.500000 Penalty: 4768.579102
	Iteration 33Q: 3 clusters Score -2272588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2272595.000000 Penalty: 4768.579102
	Iteration 34Q: 3 clusters Score -2272595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2272599.250000 Penalty: 4768.579102
	Iteration 35Q: 3 clusters Score -2272599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2272597.500000 Penalty: 4768.579102
	Iteration 36Q: 3 clusters Score -2272598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2272595.500000 Penalty: 4768.579102
	Iteration 37Q: 3 clusters Score -2272596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2272595.500000 Penalty: 4768.579102
	Iteration 38Q: 3 clusters Score -2272596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2272598.500000 Penalty: 4768.579102
	Iteration 39Q: 3 clusters Score -2272598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2272602.750000 Penalty: 4768.579102
	Iteration 40F: 3 clusters Score -2272603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2272605.250000 Penalty: 4768.579102
	Iteration 41Q: 3 clusters Score -2272605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2272606.000000 Penalty: 4768.579102
	Iteration 42Q: 3 clusters Score -2272606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2272610.750000 Penalty: 4768.579102
	Iteration 43Q: 3 clusters Score -2272611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2272612.750000 Penalty: 4768.579102
	Iteration 44Q: 3 clusters Score -2272613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2272613.750000 Penalty: 4768.579102
	Iteration 45Q: 3 clusters Score -2272614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2272614.250000 Penalty: 4768.579102
	Iteration 46Q: 3 clusters Score -2272614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2272611.750000 Penalty: 4768.579102
	Iteration 47Q: 3 clusters Score -2272612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2272611.250000 Penalty: 4768.579102
	Iteration 48Q: 3 clusters Score -2272611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2272611.250000 Penalty: 4768.579102
	Iteration 49F: 3 clusters Score -2272611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Entering Unmasked Estep 
Score: -3224387.750000 Penalty: 2483.527588
	Iteration 0F: 2 clusters Score -3224388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3208761.750000 Penalty: 4967.055176
	Iteration 0F: 3 clusters Score -3208762 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3214309.250000 Penalty: 4967.055176
	Iteration 1F: 3 clusters Score -3214309 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3215262.750000 Penalty: 4967.055176
	Iteration 2F: 3 clusters Score -3215263 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3216353.250000 Penalty: 4967.055176
	Iteration 3F: 3 clusters Score -3216353 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3217421.500000 Penalty: 4967.055176
	Iteration 4F: 3 clusters Score -3217422 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3218370.750000 Penalty: 4967.055176
	Iteration 5F: 3 clusters Score -3218371 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -3219111.000000 Penalty: 4967.055176
	Iteration 6F: 3 clusters Score -3219111 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3219665.000000 Penalty: 4967.055176
	Iteration 7Q: 3 clusters Score -3219665 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3220010.500000 Penalty: 4967.055176
	Iteration 8Q: 3 clusters Score -3220010 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3220268.000000 Penalty: 4967.055176
	Iteration 9Q: 3 clusters Score -3220268 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3220447.750000 Penalty: 4967.055176
	Iteration 10Q: 3 clusters Score -3220448 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3220588.750000 Penalty: 4967.055176
	Iteration 11Q: 3 clusters Score -3220589 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3220754.750000 Penalty: 4967.055176
	Iteration 12Q: 3 clusters Score -3220755 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3220908.000000 Penalty: 4967.055176
	Iteration 13Q: 3 clusters Score -3220908 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3221055.500000 Penalty: 4967.055176
	Iteration 14Q: 3 clusters Score -3221056 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3221258.000000 Penalty: 4967.055176
	Iteration 15Q: 3 clusters Score -3221258 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3221464.750000 Penalty: 4967.055176
	Iteration 16Q: 3 clusters Score -3221465 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3221664.250000 Penalty: 4967.055176
	Iteration 17Q: 3 clusters Score -3221664 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3221829.750000 Penalty: 4967.055176
	Iteration 18Q: 3 clusters Score -3221830 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3222002.750000 Penalty: 4967.055176
	Iteration 19Q: 3 clusters Score -3222003 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3222189.750000 Penalty: 4967.055176
	Iteration 20F: 3 clusters Score -3222190 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3222360.750000 Penalty: 4967.055176
	Iteration 21Q: 3 clusters Score -3222361 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3222521.750000 Penalty: 4967.055176
	Iteration 22Q: 3 clusters Score -3222522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3222661.750000 Penalty: 4967.055176
	Iteration 23Q: 3 clusters Score -3222662 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3222782.250000 Penalty: 4967.055176
	Iteration 24Q: 3 clusters Score -3222782 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3222875.750000 Penalty: 4967.055176
	Iteration 25Q: 3 clusters Score -3222876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3222945.000000 Penalty: 4967.055176
	Iteration 26Q: 3 clusters Score -3222945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3222976.250000 Penalty: 4967.055176
	Iteration 27Q: 3 clusters Score -3222976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3223019.500000 Penalty: 4967.055176
	Iteration 28Q: 3 clusters Score -3223020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3223055.250000 Penalty: 4967.055176
	Iteration 29Q: 3 clusters Score -3223055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -3223086.250000 Penalty: 4967.055176
	Iteration 30Q: 3 clusters Score -3223086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3223109.750000 Penalty: 4967.055176
	Iteration 31Q: 3 clusters Score -3223110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3223128.250000 Penalty: 4967.055176
	Iteration 32Q: 3 clusters Score -3223128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3223146.750000 Penalty: 4967.055176
	Iteration 33Q: 3 clusters Score -3223147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3223166.000000 Penalty: 4967.055176
	Iteration 34Q: 3 clusters Score -3223166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3223165.000000 Penalty: 4967.055176
	Iteration 35Q: 3 clusters Score -3223165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3223174.250000 Penalty: 4967.055176
	Iteration 36Q: 3 clusters Score -3223174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3223172.000000 Penalty: 4967.055176
	Iteration 37Q: 3 clusters Score -3223172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3223180.250000 Penalty: 4967.055176
	Iteration 38Q: 3 clusters Score -3223180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3223184.000000 Penalty: 4967.055176
	Iteration 39Q: 3 clusters Score -3223184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3223188.250000 Penalty: 4967.055176
	Iteration 40F: 3 clusters Score -3223188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3223194.500000 Penalty: 4967.055176
	Iteration 41Q: 3 clusters Score -3223194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3223190.750000 Penalty: 4967.055176
	Iteration 42Q: 3 clusters Score -3223191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3223196.750000 Penalty: 4967.055176
	Iteration 43Q: 3 clusters Score -3223197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3223194.500000 Penalty: 4967.055176
	Iteration 44Q: 3 clusters Score -3223194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3223196.000000 Penalty: 4967.055176
	Iteration 45Q: 3 clusters Score -3223196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3223196.500000 Penalty: 4967.055176
	Iteration 46Q: 3 clusters Score -3223196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3223199.500000 Penalty: 4967.055176
	Iteration 47Q: 3 clusters Score -3223200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3223201.000000 Penalty: 4967.055176
	Iteration 48Q: 3 clusters Score -3223201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3223202.000000 Penalty: 4967.055176
	Iteration 49Q: 3 clusters Score -3223202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3223203.250000 Penalty: 4967.055176
	Iteration 50Q: 3 clusters Score -3223203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3223205.500000 Penalty: 4967.055176
	Iteration 51Q: 3 clusters Score -3223206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3223205.500000 Penalty: 4967.055176
	Iteration 52Q: 3 clusters Score -3223206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3223206.500000 Penalty: 4967.055176
	Iteration 53Q: 3 clusters Score -3223206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3223214.000000 Penalty: 4967.055176
	Iteration 54Q: 3 clusters Score -3223214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3223210.750000 Penalty: 4967.055176
	Iteration 55Q: 3 clusters Score -3223211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3223216.250000 Penalty: 4967.055176
	Iteration 56Q: 3 clusters Score -3223216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3223215.250000 Penalty: 4967.055176
	Iteration 57Q: 3 clusters Score -3223215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3223215.500000 Penalty: 4967.055176
	Iteration 58Q: 3 clusters Score -3223216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3223217.500000 Penalty: 4967.055176
	Iteration 59Q: 3 clusters Score -3223218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3223217.500000 Penalty: 4967.055176
	Iteration 60F: 3 clusters Score -3223218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -777980.687500 Penalty: 2122.847656
	Iteration 0F: 2 clusters Score -777980.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -773406.312500 Penalty: 4245.695312
	Iteration 0F: 3 clusters Score -773406.3 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -774503.062500 Penalty: 4245.695312
	Iteration 1F: 3 clusters Score -774503.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -774688.500000 Penalty: 4245.695312
	Iteration 2F: 3 clusters Score -774688.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -774802.375000 Penalty: 4245.695312
	Iteration 3Q: 3 clusters Score -774802.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -774912.062500 Penalty: 4245.695312
	Iteration 4Q: 3 clusters Score -774912.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -775018.625000 Penalty: 4245.695312
	Iteration 5Q: 3 clusters Score -775018.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -775122.312500 Penalty: 4245.695312
	Iteration 6Q: 3 clusters Score -775122.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -775242.375000 Penalty: 4245.695312
	Iteration 7Q: 3 clusters Score -775242.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -775424.875000 Penalty: 4245.695312
	Iteration 8Q: 3 clusters Score -775424.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -775713.000000 Penalty: 4245.695312
	Iteration 9Q: 3 clusters Score -775713 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -776030.437500 Penalty: 4245.695312
	Iteration 10Q: 3 clusters Score -776030.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -776285.187500 Penalty: 4245.695312
	Iteration 11Q: 3 clusters Score -776285.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -776492.875000 Penalty: 4245.695312
	Iteration 12Q: 3 clusters Score -776492.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -776661.437500 Penalty: 4245.695312
	Iteration 13Q: 3 clusters Score -776661.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -776776.812500 Penalty: 4245.695312
	Iteration 14Q: 3 clusters Score -776776.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -776883.625000 Penalty: 4245.695312
	Iteration 15Q: 3 clusters Score -776883.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -776971.125000 Penalty: 4245.695312
	Iteration 16Q: 3 clusters Score -776971.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -777022.062500 Penalty: 4245.695312
	Iteration 17Q: 3 clusters Score -777022.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -777052.750000 Penalty: 4245.695312
	Iteration 18Q: 3 clusters Score -777052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -777066.750000 Penalty: 4245.695312
	Iteration 19Q: 3 clusters Score -777066.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -777073.812500 Penalty: 4245.695312
	Iteration 20F: 3 clusters Score -777073.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -777079.000000 Penalty: 4245.695312
	Iteration 21Q: 3 clusters Score -777079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -777084.312500 Penalty: 4245.695312
	Iteration 22Q: 3 clusters Score -777084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -777084.937500 Penalty: 4245.695312
	Iteration 23Q: 3 clusters Score -777084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -777087.812500 Penalty: 4245.695312
	Iteration 24Q: 3 clusters Score -777087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -777088.687500 Penalty: 4245.695312
	Iteration 25Q: 3 clusters Score -777088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -777089.250000 Penalty: 4245.695312
	Iteration 26Q: 3 clusters Score -777089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -777090.125000 Penalty: 4245.695312
	Iteration 27Q: 3 clusters Score -777090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -777094.062500 Penalty: 4245.695312
	Iteration 28Q: 3 clusters Score -777094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -777094.687500 Penalty: 4245.695312
	Iteration 29Q: 3 clusters Score -777094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -777095.500000 Penalty: 4245.695312
	Iteration 30Q: 3 clusters Score -777095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -777095.375000 Penalty: 4245.695312
	Iteration 31Q: 3 clusters Score -777095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -777097.562500 Penalty: 4245.695312
	Iteration 32Q: 3 clusters Score -777097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -777096.625000 Penalty: 4245.695312
	Iteration 33Q: 3 clusters Score -777096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -777100.187500 Penalty: 4245.695312
	Iteration 34Q: 3 clusters Score -777100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -777101.812500 Penalty: 4245.695312
	Iteration 35Q: 3 clusters Score -777101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -777102.375000 Penalty: 4245.695312
	Iteration 36Q: 3 clusters Score -777102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -777102.687500 Penalty: 4245.695312
	Iteration 37Q: 3 clusters Score -777102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -777102.250000 Penalty: 4245.695312
	Iteration 38Q: 3 clusters Score -777102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -777102.250000 Penalty: 4245.695312
	Iteration 39F: 3 clusters Score -777102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Entering Unmasked Estep 
Score: -2365282.750000 Penalty: 2395.699219
	Iteration 0F: 2 clusters Score -2365283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2354074.500000 Penalty: 4791.398438
	Iteration 0F: 3 clusters Score -2354074 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2358136.500000 Penalty: 4791.398438
	Iteration 1F: 3 clusters Score -2358136 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2358999.000000 Penalty: 4791.398438
	Iteration 2F: 3 clusters Score -2358999 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2359857.000000 Penalty: 4791.398438
	Iteration 3F: 3 clusters Score -2359857 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2360700.500000 Penalty: 4791.398438
	Iteration 4F: 3 clusters Score -2360700 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2361464.750000 Penalty: 4791.398438
	Iteration 5F: 3 clusters Score -2361465 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2362159.750000 Penalty: 4791.398438
	Iteration 6F: 3 clusters Score -2362160 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2362741.250000 Penalty: 4791.398438
	Iteration 7F: 3 clusters Score -2362741 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2363206.000000 Penalty: 4791.398438
	Iteration 8Q: 3 clusters Score -2363206 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2363549.250000 Penalty: 4791.398438
	Iteration 9Q: 3 clusters Score -2363549 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2363812.750000 Penalty: 4791.398438
	Iteration 10Q: 3 clusters Score -2363813 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2364030.250000 Penalty: 4791.398438
	Iteration 11Q: 3 clusters Score -2364030 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2364212.500000 Penalty: 4791.398438
	Iteration 12Q: 3 clusters Score -2364212 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2364350.750000 Penalty: 4791.398438
	Iteration 13Q: 3 clusters Score -2364351 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2364426.500000 Penalty: 4791.398438
	Iteration 14Q: 3 clusters Score -2364426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2364479.500000 Penalty: 4791.398438
	Iteration 15Q: 3 clusters Score -2364480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2364527.000000 Penalty: 4791.398438
	Iteration 16Q: 3 clusters Score -2364527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2364567.750000 Penalty: 4791.398438
	Iteration 17Q: 3 clusters Score -2364568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2364600.500000 Penalty: 4791.398438
	Iteration 18Q: 3 clusters Score -2364600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2364633.750000 Penalty: 4791.398438
	Iteration 19Q: 3 clusters Score -2364634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2364662.000000 Penalty: 4791.398438
	Iteration 20F: 3 clusters Score -2364662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2364674.250000 Penalty: 4791.398438
	Iteration 21Q: 3 clusters Score -2364674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2364691.250000 Penalty: 4791.398438
	Iteration 22Q: 3 clusters Score -2364691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2364690.500000 Penalty: 4791.398438
	Iteration 23Q: 3 clusters Score -2364690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2364697.000000 Penalty: 4791.398438
	Iteration 24Q: 3 clusters Score -2364697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2364696.750000 Penalty: 4791.398438
	Iteration 25Q: 3 clusters Score -2364697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2364696.500000 Penalty: 4791.398438
	Iteration 26Q: 3 clusters Score -2364696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2364696.250000 Penalty: 4791.398438
	Iteration 27Q: 3 clusters Score -2364696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2364696.000000 Penalty: 4791.398438
	Iteration 28Q: 3 clusters Score -2364696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2364695.500000 Penalty: 4791.398438
	Iteration 29Q: 3 clusters Score -2364696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2364695.500000 Penalty: 4791.398438
	Iteration 30F: 3 clusters Score -2364696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Entering Unmasked Estep 
Score: -2718722.500000 Penalty: 2426.676514
	Iteration 0F: 2 clusters Score -2718722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2706124.500000 Penalty: 4853.353027
	Iteration 0F: 3 clusters Score -2706124 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2710102.750000 Penalty: 4853.353027
	Iteration 1F: 3 clusters Score -2710103 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2710444.750000 Penalty: 4853.353027
	Iteration 2F: 3 clusters Score -2710445 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2710690.000000 Penalty: 4853.353027
	Iteration 3Q: 3 clusters Score -2710690 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2710901.750000 Penalty: 4853.353027
	Iteration 4Q: 3 clusters Score -2710902 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2711052.000000 Penalty: 4853.353027
	Iteration 5Q: 3 clusters Score -2711052 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2711182.250000 Penalty: 4853.353027
	Iteration 6Q: 3 clusters Score -2711182 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2711327.500000 Penalty: 4853.353027
	Iteration 7Q: 3 clusters Score -2711328 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2711459.250000 Penalty: 4853.353027
	Iteration 8Q: 3 clusters Score -2711459 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2711631.500000 Penalty: 4853.353027
	Iteration 9Q: 3 clusters Score -2711632 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2711853.500000 Penalty: 4853.353027
	Iteration 10Q: 3 clusters Score -2711854 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2712112.750000 Penalty: 4853.353027
	Iteration 11Q: 3 clusters Score -2712113 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2712417.500000 Penalty: 4853.353027
	Iteration 12Q: 3 clusters Score -2712418 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2712780.500000 Penalty: 4853.353027
	Iteration 13Q: 3 clusters Score -2712780 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2713205.250000 Penalty: 4853.353027
	Iteration 14Q: 3 clusters Score -2713205 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2713670.500000 Penalty: 4853.353027
	Iteration 15Q: 3 clusters Score -2713670 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2714247.000000 Penalty: 4853.353027
	Iteration 16Q: 3 clusters Score -2714247 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2714855.000000 Penalty: 4853.353027
	Iteration 17Q: 3 clusters Score -2714855 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2715399.750000 Penalty: 4853.353027
	Iteration 18Q: 3 clusters Score -2715400 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2715816.000000 Penalty: 4853.353027
	Iteration 19Q: 3 clusters Score -2715816 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2716096.250000 Penalty: 4853.353027
	Iteration 20F: 3 clusters Score -2716096 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2716279.250000 Penalty: 4853.353027
	Iteration 21Q: 3 clusters Score -2716279 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2716406.250000 Penalty: 4853.353027
	Iteration 22Q: 3 clusters Score -2716406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2716463.250000 Penalty: 4853.353027
	Iteration 23Q: 3 clusters Score -2716463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2716491.250000 Penalty: 4853.353027
	Iteration 24Q: 3 clusters Score -2716491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2716517.000000 Penalty: 4853.353027
	Iteration 25Q: 3 clusters Score -2716517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2716530.750000 Penalty: 4853.353027
	Iteration 26Q: 3 clusters Score -2716531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2716535.000000 Penalty: 4853.353027
	Iteration 27Q: 3 clusters Score -2716535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2716544.000000 Penalty: 4853.353027
	Iteration 28Q: 3 clusters Score -2716544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2716551.750000 Penalty: 4853.353027
	Iteration 29Q: 3 clusters Score -2716552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2716562.250000 Penalty: 4853.353027
	Iteration 30Q: 3 clusters Score -2716562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2716579.500000 Penalty: 4853.353027
	Iteration 31Q: 3 clusters Score -2716580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2716585.750000 Penalty: 4853.353027
	Iteration 32Q: 3 clusters Score -2716586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2716587.750000 Penalty: 4853.353027
	Iteration 33Q: 3 clusters Score -2716588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2716590.500000 Penalty: 4853.353027
	Iteration 34Q: 3 clusters Score -2716590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2716589.750000 Penalty: 4853.353027
	Iteration 35Q: 3 clusters Score -2716590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2716589.750000 Penalty: 4853.353027
	Iteration 36F: 3 clusters Score -2716590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Entering Unmasked Estep 
Score: -8087378.000000 Penalty: 2693.926758
	Iteration 0F: 2 clusters Score -8087378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -8052197.000000 Penalty: 5387.853516
	Iteration 0F: 3 clusters Score -8052197 nChanged 24335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -8065803.500000 Penalty: 5387.853516
	Iteration 1F: 3 clusters Score -8065804 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -8066470.000000 Penalty: 5387.853516
	Iteration 2Q: 3 clusters Score -8066470 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -8067190.000000 Penalty: 5387.853516
	Iteration 3Q: 3 clusters Score -8067190 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -8068029.500000 Penalty: 5387.853516
	Iteration 4Q: 3 clusters Score -8068030 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -8069193.500000 Penalty: 5387.853516
	Iteration 5Q: 3 clusters Score -8069194 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -8070786.500000 Penalty: 5387.853516
	Iteration 6F: 3 clusters Score -8070786 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -8073051.000000 Penalty: 5387.853516
	Iteration 7F: 3 clusters Score -8073051 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -8075732.500000 Penalty: 5387.853516
	Iteration 8F: 3 clusters Score -8075732 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -8077907.000000 Penalty: 5387.853516
	Iteration 9F: 3 clusters Score -8077907 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -8079302.000000 Penalty: 5387.853516
	Iteration 10Q: 3 clusters Score -8079302 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8080049.500000 Penalty: 5387.853516
	Iteration 11Q: 3 clusters Score -8080050 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -8080439.500000 Penalty: 5387.853516
	Iteration 12Q: 3 clusters Score -8080440 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8080842.000000 Penalty: 5387.853516
	Iteration 13Q: 3 clusters Score -8080842 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -8081146.000000 Penalty: 5387.853516
	Iteration 14Q: 3 clusters Score -8081146 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8081448.500000 Penalty: 5387.853516
	Iteration 15Q: 3 clusters Score -8081448 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -8081763.000000 Penalty: 5387.853516
	Iteration 16Q: 3 clusters Score -8081763 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -8082108.000000 Penalty: 5387.853516
	Iteration 17Q: 3 clusters Score -8082108 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -8082451.500000 Penalty: 5387.853516
	Iteration 18Q: 3 clusters Score -8082452 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8082761.000000 Penalty: 5387.853516
	Iteration 19Q: 3 clusters Score -8082761 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -8083011.500000 Penalty: 5387.853516
	Iteration 20F: 3 clusters Score -8083012 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -8083221.000000 Penalty: 5387.853516
	Iteration 21Q: 3 clusters Score -8083221 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8083432.000000 Penalty: 5387.853516
	Iteration 22Q: 3 clusters Score -8083432 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8083560.500000 Penalty: 5387.853516
	Iteration 23Q: 3 clusters Score -8083560 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8083693.000000 Penalty: 5387.853516
	Iteration 24Q: 3 clusters Score -8083693 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8083787.000000 Penalty: 5387.853516
	Iteration 25Q: 3 clusters Score -8083787 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8083877.000000 Penalty: 5387.853516
	Iteration 26Q: 3 clusters Score -8083877 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8083979.500000 Penalty: 5387.853516
	Iteration 27Q: 3 clusters Score -8083980 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8084055.500000 Penalty: 5387.853516
	Iteration 28Q: 3 clusters Score -8084056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8084129.000000 Penalty: 5387.853516
	Iteration 29Q: 3 clusters Score -8084129 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8084209.000000 Penalty: 5387.853516
	Iteration 30Q: 3 clusters Score -8084209 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8084285.000000 Penalty: 5387.853516
	Iteration 31Q: 3 clusters Score -8084285 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8084361.000000 Penalty: 5387.853516
	Iteration 32Q: 3 clusters Score -8084361 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8084448.000000 Penalty: 5387.853516
	Iteration 33Q: 3 clusters Score -8084448 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8084482.500000 Penalty: 5387.853516
	Iteration 34Q: 3 clusters Score -8084482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8084525.500000 Penalty: 5387.853516
	Iteration 35Q: 3 clusters Score -8084526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8084592.500000 Penalty: 5387.853516
	Iteration 36Q: 3 clusters Score -8084592 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8084613.000000 Penalty: 5387.853516
	Iteration 37Q: 3 clusters Score -8084613 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -8084676.500000 Penalty: 5387.853516
	Iteration 38Q: 3 clusters Score -8084676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -8084733.000000 Penalty: 5387.853516
	Iteration 39Q: 3 clusters Score -8084733 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -8084774.000000 Penalty: 5387.853516
	Iteration 40F: 3 clusters Score -8084774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8084821.500000 Penalty: 5387.853516
	Iteration 41Q: 3 clusters Score -8084822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -8084873.500000 Penalty: 5387.853516
	Iteration 42Q: 3 clusters Score -8084874 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8084890.500000 Penalty: 5387.853516
	Iteration 43Q: 3 clusters Score -8084890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -8084930.500000 Penalty: 5387.853516
	Iteration 44Q: 3 clusters Score -8084930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -8084965.500000 Penalty: 5387.853516
	Iteration 45Q: 3 clusters Score -8084966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -8084993.000000 Penalty: 5387.853516
	Iteration 46Q: 3 clusters Score -8084993 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -8085028.000000 Penalty: 5387.853516
	Iteration 47Q: 3 clusters Score -8085028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -8085077.000000 Penalty: 5387.853516
	Iteration 48Q: 3 clusters Score -8085077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -8085112.000000 Penalty: 5387.853516
	Iteration 49Q: 3 clusters Score -8085112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -8085124.500000 Penalty: 5387.853516
	Iteration 50Q: 3 clusters Score -8085124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -8085175.500000 Penalty: 5387.853516
	Iteration 51Q: 3 clusters Score -8085176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -8085191.000000 Penalty: 5387.853516
	Iteration 52Q: 3 clusters Score -8085191 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -8085238.000000 Penalty: 5387.853516
	Iteration 53Q: 3 clusters Score -8085238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -8085240.000000 Penalty: 5387.853516
	Iteration 54Q: 3 clusters Score -8085240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -8085257.000000 Penalty: 5387.853516
	Iteration 55Q: 3 clusters Score -8085257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -8085247.000000 Penalty: 5387.853516
	Iteration 56Q: 3 clusters Score -8085247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -8085273.000000 Penalty: 5387.853516
	Iteration 57Q: 3 clusters Score -8085273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -8085266.000000 Penalty: 5387.853516
	Iteration 58Q: 3 clusters Score -8085266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -8085278.500000 Penalty: 5387.853516
	Iteration 59Q: 3 clusters Score -8085278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -8085285.000000 Penalty: 5387.853516
	Iteration 60F: 3 clusters Score -8085285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -8085302.500000 Penalty: 5387.853516
	Iteration 61Q: 3 clusters Score -8085302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -8085304.000000 Penalty: 5387.853516
	Iteration 62Q: 3 clusters Score -8085304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -8085296.000000 Penalty: 5387.853516
	Iteration 63Q: 3 clusters Score -8085296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -8085303.000000 Penalty: 5387.853516
	Iteration 64Q: 3 clusters Score -8085303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -8085315.500000 Penalty: 5387.853516
	Iteration 65Q: 3 clusters Score -8085316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -8085321.500000 Penalty: 5387.853516
	Iteration 66Q: 3 clusters Score -8085322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -8085335.500000 Penalty: 5387.853516
	Iteration 67Q: 3 clusters Score -8085336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -8085341.000000 Penalty: 5387.853516
	Iteration 68Q: 3 clusters Score -8085341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -8085351.000000 Penalty: 5387.853516
	Iteration 69Q: 3 clusters Score -8085351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -8085348.000000 Penalty: 5387.853516
	Iteration 70Q: 3 clusters Score -8085348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -8085345.500000 Penalty: 5387.853516
	Iteration 71Q: 3 clusters Score -8085346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -8085348.500000 Penalty: 5387.853516
	Iteration 72Q: 3 clusters Score -8085348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -8085360.500000 Penalty: 5387.853516
	Iteration 73Q: 3 clusters Score -8085360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -8085357.500000 Penalty: 5387.853516
	Iteration 74Q: 3 clusters Score -8085358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -8085350.000000 Penalty: 5387.853516
	Iteration 75Q: 3 clusters Score -8085350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -8085348.000000 Penalty: 5387.853516
	Iteration 76Q: 3 clusters Score -8085348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -8085343.000000 Penalty: 5387.853516
	Iteration 77Q: 3 clusters Score -8085343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -8085361.000000 Penalty: 5387.853516
	Iteration 78Q: 3 clusters Score -8085361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -8085353.000000 Penalty: 5387.853516
	Iteration 79Q: 3 clusters Score -8085353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -8085348.500000 Penalty: 5387.853516
	Iteration 80F: 3 clusters Score -8085348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -8085357.500000 Penalty: 5387.853516
	Iteration 81Q: 3 clusters Score -8085358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -8085358.000000 Penalty: 5387.853516
	Iteration 82Q: 3 clusters Score -8085358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -8085358.000000 Penalty: 5387.853516
	Iteration 83F: 3 clusters Score -8085358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -368870.000000 Penalty: 1943.321777
	Iteration 0F: 2 clusters Score -368870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -365912.750000 Penalty: 3886.643555
	Iteration 0F: 3 clusters Score -365912.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -366470.437500 Penalty: 3886.643555
	Iteration 1F: 3 clusters Score -366470.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -366631.156250 Penalty: 3886.643555
	Iteration 2F: 3 clusters Score -366631.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366730.000000 Penalty: 3886.643555
	Iteration 3Q: 3 clusters Score -366730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -366779.843750 Penalty: 3886.643555
	Iteration 4Q: 3 clusters Score -366779.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -366806.875000 Penalty: 3886.643555
	Iteration 5Q: 3 clusters Score -366806.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -366825.406250 Penalty: 3886.643555
	Iteration 6Q: 3 clusters Score -366825.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -366837.781250 Penalty: 3886.643555
	Iteration 7Q: 3 clusters Score -366837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -366852.468750 Penalty: 3886.643555
	Iteration 8Q: 3 clusters Score -366852.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -366861.625000 Penalty: 3886.643555
	Iteration 9Q: 3 clusters Score -366861.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366869.406250 Penalty: 3886.643555
	Iteration 10Q: 3 clusters Score -366869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366877.281250 Penalty: 3886.643555
	Iteration 11Q: 3 clusters Score -366877.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -366884.343750 Penalty: 3886.643555
	Iteration 12Q: 3 clusters Score -366884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -366888.406250 Penalty: 3886.643555
	Iteration 13Q: 3 clusters Score -366888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366891.218750 Penalty: 3886.643555
	Iteration 14Q: 3 clusters Score -366891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -366895.562500 Penalty: 3886.643555
	Iteration 15Q: 3 clusters Score -366895.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -366905.312500 Penalty: 3886.643555
	Iteration 16Q: 3 clusters Score -366905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -366916.156250 Penalty: 3886.643555
	Iteration 17Q: 3 clusters Score -366916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -366921.406250 Penalty: 3886.643555
	Iteration 18Q: 3 clusters Score -366921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -366923.781250 Penalty: 3886.643555
	Iteration 19Q: 3 clusters Score -366923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -366923.687500 Penalty: 3886.643555
	Iteration 20F: 3 clusters Score -366923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -366924.125000 Penalty: 3886.643555
	Iteration 21Q: 3 clusters Score -366924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -366924.343750 Penalty: 3886.643555
	Iteration 22Q: 3 clusters Score -366924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -366926.031250 Penalty: 3886.643555
	Iteration 23Q: 3 clusters Score -366926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -366927.125000 Penalty: 3886.643555
	Iteration 24Q: 3 clusters Score -366927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -366928.062500 Penalty: 3886.643555
	Iteration 25Q: 3 clusters Score -366928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -366929.750000 Penalty: 3886.643555
	Iteration 26Q: 3 clusters Score -366929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -366931.468750 Penalty: 3886.643555
	Iteration 27Q: 3 clusters Score -366931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -366932.468750 Penalty: 3886.643555
	Iteration 28Q: 3 clusters Score -366932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -366932.843750 Penalty: 3886.643555
	Iteration 29Q: 3 clusters Score -366932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -366935.468750 Penalty: 3886.643555
	Iteration 30Q: 3 clusters Score -366935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -366936.531250 Penalty: 3886.643555
	Iteration 31Q: 3 clusters Score -366936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366936.875000 Penalty: 3886.643555
	Iteration 32Q: 3 clusters Score -366936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -366937.218750 Penalty: 3886.643555
	Iteration 33Q: 3 clusters Score -366937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366938.125000 Penalty: 3886.643555
	Iteration 34Q: 3 clusters Score -366938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -366938.125000 Penalty: 3886.643555
	Iteration 35F: 3 clusters Score -366938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Entering Unmasked Estep 
Score: -4929367.500000 Penalty: 2577.453369
	Iteration 0F: 2 clusters Score -4929368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4907073.500000 Penalty: 5154.906738
	Iteration 0F: 3 clusters Score -4907074 nChanged 14863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4915118.500000 Penalty: 5154.906738
	Iteration 1F: 3 clusters Score -4915118 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4915467.000000 Penalty: 5154.906738
	Iteration 2Q: 3 clusters Score -4915467 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4915740.000000 Penalty: 5154.906738
	Iteration 3Q: 3 clusters Score -4915740 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4915951.000000 Penalty: 5154.906738
	Iteration 4Q: 3 clusters Score -4915951 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -4916157.000000 Penalty: 5154.906738
	Iteration 5Q: 3 clusters Score -4916157 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4916308.500000 Penalty: 5154.906738
	Iteration 6Q: 3 clusters Score -4916308 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4916508.500000 Penalty: 5154.906738
	Iteration 7Q: 3 clusters Score -4916508 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4916743.000000 Penalty: 5154.906738
	Iteration 8Q: 3 clusters Score -4916743 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4917063.000000 Penalty: 5154.906738
	Iteration 9Q: 3 clusters Score -4917063 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4917501.500000 Penalty: 5154.906738
	Iteration 10Q: 3 clusters Score -4917502 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4918159.500000 Penalty: 5154.906738
	Iteration 11Q: 3 clusters Score -4918160 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4919020.500000 Penalty: 5154.906738
	Iteration 12Q: 3 clusters Score -4919020 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4920142.000000 Penalty: 5154.906738
	Iteration 13Q: 3 clusters Score -4920142 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4921521.500000 Penalty: 5154.906738
	Iteration 14F: 3 clusters Score -4921522 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4922825.000000 Penalty: 5154.906738
	Iteration 15F: 3 clusters Score -4922825 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4923877.000000 Penalty: 5154.906738
	Iteration 16Q: 3 clusters Score -4923877 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4924648.500000 Penalty: 5154.906738
	Iteration 17Q: 3 clusters Score -4924648 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4925167.000000 Penalty: 5154.906738
	Iteration 18Q: 3 clusters Score -4925167 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4925489.000000 Penalty: 5154.906738
	Iteration 19Q: 3 clusters Score -4925489 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4925792.500000 Penalty: 5154.906738
	Iteration 20F: 3 clusters Score -4925792 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4925992.000000 Penalty: 5154.906738
	Iteration 21Q: 3 clusters Score -4925992 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4926156.000000 Penalty: 5154.906738
	Iteration 22Q: 3 clusters Score -4926156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4926327.500000 Penalty: 5154.906738
	Iteration 23Q: 3 clusters Score -4926328 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4926463.000000 Penalty: 5154.906738
	Iteration 24Q: 3 clusters Score -4926463 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4926560.000000 Penalty: 5154.906738
	Iteration 25Q: 3 clusters Score -4926560 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4926638.500000 Penalty: 5154.906738
	Iteration 26Q: 3 clusters Score -4926638 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4926694.500000 Penalty: 5154.906738
	Iteration 27Q: 3 clusters Score -4926694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4926740.500000 Penalty: 5154.906738
	Iteration 28Q: 3 clusters Score -4926740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4926791.000000 Penalty: 5154.906738
	Iteration 29Q: 3 clusters Score -4926791 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4926849.000000 Penalty: 5154.906738
	Iteration 30Q: 3 clusters Score -4926849 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4926899.500000 Penalty: 5154.906738
	Iteration 31Q: 3 clusters Score -4926900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4926943.000000 Penalty: 5154.906738
	Iteration 32Q: 3 clusters Score -4926943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4926965.500000 Penalty: 5154.906738
	Iteration 33Q: 3 clusters Score -4926966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4926980.500000 Penalty: 5154.906738
	Iteration 34Q: 3 clusters Score -4926980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4927008.000000 Penalty: 5154.906738
	Iteration 35Q: 3 clusters Score -4927008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4927000.000000 Penalty: 5154.906738
	Iteration 36Q: 3 clusters Score -4927000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4927006.500000 Penalty: 5154.906738
	Iteration 37Q: 3 clusters Score -4927006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4927018.500000 Penalty: 5154.906738
	Iteration 38Q: 3 clusters Score -4927018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4927039.500000 Penalty: 5154.906738
	Iteration 39Q: 3 clusters Score -4927040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4927048.500000 Penalty: 5154.906738
	Iteration 40F: 3 clusters Score -4927048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4927062.500000 Penalty: 5154.906738
	Iteration 41Q: 3 clusters Score -4927062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4927067.500000 Penalty: 5154.906738
	Iteration 42Q: 3 clusters Score -4927068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4927070.500000 Penalty: 5154.906738
	Iteration 43Q: 3 clusters Score -4927070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4927077.500000 Penalty: 5154.906738
	Iteration 44Q: 3 clusters Score -4927078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4927084.500000 Penalty: 5154.906738
	Iteration 45Q: 3 clusters Score -4927084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4927092.000000 Penalty: 5154.906738
	Iteration 46Q: 3 clusters Score -4927092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4927098.500000 Penalty: 5154.906738
	Iteration 47Q: 3 clusters Score -4927098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4927099.500000 Penalty: 5154.906738
	Iteration 48Q: 3 clusters Score -4927100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4927100.500000 Penalty: 5154.906738
	Iteration 49Q: 3 clusters Score -4927100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4927105.000000 Penalty: 5154.906738
	Iteration 50Q: 3 clusters Score -4927105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4927107.500000 Penalty: 5154.906738
	Iteration 51Q: 3 clusters Score -4927108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4927109.000000 Penalty: 5154.906738
	Iteration 52Q: 3 clusters Score -4927109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4927112.500000 Penalty: 5154.906738
	Iteration 53Q: 3 clusters Score -4927112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4927111.500000 Penalty: 5154.906738
	Iteration 54Q: 3 clusters Score -4927112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4927111.000000 Penalty: 5154.906738
	Iteration 55Q: 3 clusters Score -4927111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4927112.500000 Penalty: 5154.906738
	Iteration 56Q: 3 clusters Score -4927112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4927123.000000 Penalty: 5154.906738
	Iteration 57Q: 3 clusters Score -4927123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4927119.000000 Penalty: 5154.906738
	Iteration 58Q: 3 clusters Score -4927119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4927124.500000 Penalty: 5154.906738
	Iteration 59Q: 3 clusters Score -4927124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4927120.000000 Penalty: 5154.906738
	Iteration 60F: 3 clusters Score -4927120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4927127.500000 Penalty: 5154.906738
	Iteration 61Q: 3 clusters Score -4927128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4927122.500000 Penalty: 5154.906738
	Iteration 62Q: 3 clusters Score -4927122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4927128.000000 Penalty: 5154.906738
	Iteration 63Q: 3 clusters Score -4927128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4927141.500000 Penalty: 5154.906738
	Iteration 64Q: 3 clusters Score -4927142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4927142.500000 Penalty: 5154.906738
	Iteration 65Q: 3 clusters Score -4927142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4927152.000000 Penalty: 5154.906738
	Iteration 66Q: 3 clusters Score -4927152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4927154.000000 Penalty: 5154.906738
	Iteration 67Q: 3 clusters Score -4927154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4927153.500000 Penalty: 5154.906738
	Iteration 68Q: 3 clusters Score -4927154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4927154.000000 Penalty: 5154.906738
	Iteration 69Q: 3 clusters Score -4927154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4927161.500000 Penalty: 5154.906738
	Iteration 70Q: 3 clusters Score -4927162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4927153.500000 Penalty: 5154.906738
	Iteration 71Q: 3 clusters Score -4927154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4927155.000000 Penalty: 5154.906738
	Iteration 72Q: 3 clusters Score -4927155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4927159.000000 Penalty: 5154.906738
	Iteration 73Q: 3 clusters Score -4927159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4927164.500000 Penalty: 5154.906738
	Iteration 74Q: 3 clusters Score -4927164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4927169.500000 Penalty: 5154.906738
	Iteration 75Q: 3 clusters Score -4927170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4927174.000000 Penalty: 5154.906738
	Iteration 76Q: 3 clusters Score -4927174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4927178.000000 Penalty: 5154.906738
	Iteration 77Q: 3 clusters Score -4927178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4927183.000000 Penalty: 5154.906738
	Iteration 78Q: 3 clusters Score -4927183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4927183.000000 Penalty: 5154.906738
	Iteration 79F: 3 clusters Score -4927183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48677.531250 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48677.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -48933.574219 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48933.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49125.421875 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -49125.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49335.093750 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -49335.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -49487.070312 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -49487.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -49552.273438 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -49552.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -49596.726562 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -49596.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -49604.820312 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -49604.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -49609.925781 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -49609.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -49609.925781 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -49609.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Entering Unmasked Estep 
Score: -3819074.250000 Penalty: 2513.213379
	Iteration 0F: 2 clusters Score -3819074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3801613.250000 Penalty: 5026.426758
	Iteration 0F: 3 clusters Score -3801613 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3807764.750000 Penalty: 5026.426758
	Iteration 1F: 3 clusters Score -3807765 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3808235.250000 Penalty: 5026.426758
	Iteration 2F: 3 clusters Score -3808235 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3808670.250000 Penalty: 5026.426758
	Iteration 3Q: 3 clusters Score -3808670 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3809125.500000 Penalty: 5026.426758
	Iteration 4Q: 3 clusters Score -3809126 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3809570.000000 Penalty: 5026.426758
	Iteration 5Q: 3 clusters Score -3809570 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3809985.000000 Penalty: 5026.426758
	Iteration 6Q: 3 clusters Score -3809985 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3810396.250000 Penalty: 5026.426758
	Iteration 7Q: 3 clusters Score -3810396 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3810760.500000 Penalty: 5026.426758
	Iteration 8Q: 3 clusters Score -3810760 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3811120.000000 Penalty: 5026.426758
	Iteration 9Q: 3 clusters Score -3811120 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3811479.250000 Penalty: 5026.426758
	Iteration 10Q: 3 clusters Score -3811479 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3811848.000000 Penalty: 5026.426758
	Iteration 11Q: 3 clusters Score -3811848 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3812255.750000 Penalty: 5026.426758
	Iteration 12Q: 3 clusters Score -3812256 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3812748.250000 Penalty: 5026.426758
	Iteration 13Q: 3 clusters Score -3812748 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3813298.500000 Penalty: 5026.426758
	Iteration 14Q: 3 clusters Score -3813298 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3813900.500000 Penalty: 5026.426758
	Iteration 15Q: 3 clusters Score -3813900 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3814502.500000 Penalty: 5026.426758
	Iteration 16Q: 3 clusters Score -3814502 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3815129.500000 Penalty: 5026.426758
	Iteration 17Q: 3 clusters Score -3815130 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3815635.000000 Penalty: 5026.426758
	Iteration 18Q: 3 clusters Score -3815635 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3816037.750000 Penalty: 5026.426758
	Iteration 19Q: 3 clusters Score -3816038 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3816341.500000 Penalty: 5026.426758
	Iteration 20F: 3 clusters Score -3816342 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3816551.500000 Penalty: 5026.426758
	Iteration 21Q: 3 clusters Score -3816552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3816699.250000 Penalty: 5026.426758
	Iteration 22Q: 3 clusters Score -3816699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3816775.750000 Penalty: 5026.426758
	Iteration 23Q: 3 clusters Score -3816776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3816850.000000 Penalty: 5026.426758
	Iteration 24Q: 3 clusters Score -3816850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3816913.000000 Penalty: 5026.426758
	Iteration 25Q: 3 clusters Score -3816913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3816942.750000 Penalty: 5026.426758
	Iteration 26Q: 3 clusters Score -3816943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3816977.250000 Penalty: 5026.426758
	Iteration 27Q: 3 clusters Score -3816977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3817020.750000 Penalty: 5026.426758
	Iteration 28Q: 3 clusters Score -3817021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3817045.750000 Penalty: 5026.426758
	Iteration 29Q: 3 clusters Score -3817046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3817053.250000 Penalty: 5026.426758
	Iteration 30Q: 3 clusters Score -3817053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3817077.000000 Penalty: 5026.426758
	Iteration 31Q: 3 clusters Score -3817077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3817093.000000 Penalty: 5026.426758
	Iteration 32Q: 3 clusters Score -3817093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3817094.500000 Penalty: 5026.426758
	Iteration 33Q: 3 clusters Score -3817094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3817104.750000 Penalty: 5026.426758
	Iteration 34Q: 3 clusters Score -3817105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3817108.000000 Penalty: 5026.426758
	Iteration 35Q: 3 clusters Score -3817108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3817111.250000 Penalty: 5026.426758
	Iteration 36Q: 3 clusters Score -3817111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3817114.000000 Penalty: 5026.426758
	Iteration 37Q: 3 clusters Score -3817114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3817117.250000 Penalty: 5026.426758
	Iteration 38Q: 3 clusters Score -3817117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3817116.500000 Penalty: 5026.426758
	Iteration 39Q: 3 clusters Score -3817116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3817118.500000 Penalty: 5026.426758
	Iteration 40F: 3 clusters Score -3817118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Entering Unmasked Estep 
Score: -1949283.750000 Penalty: 2365.510254
	Iteration 0F: 2 clusters Score -1949284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1939092.375000 Penalty: 4731.020508
	Iteration 0F: 3 clusters Score -1939092 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1942503.125000 Penalty: 4731.020508
	Iteration 1F: 3 clusters Score -1942503 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1943138.625000 Penalty: 4731.020508
	Iteration 2F: 3 clusters Score -1943139 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1943714.125000 Penalty: 4731.020508
	Iteration 3F: 3 clusters Score -1943714 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1944254.000000 Penalty: 4731.020508
	Iteration 4F: 3 clusters Score -1944254 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1944752.750000 Penalty: 4731.020508
	Iteration 5F: 3 clusters Score -1944753 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1945147.875000 Penalty: 4731.020508
	Iteration 6Q: 3 clusters Score -1945148 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1945492.000000 Penalty: 4731.020508
	Iteration 7Q: 3 clusters Score -1945492 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1945788.750000 Penalty: 4731.020508
	Iteration 8Q: 3 clusters Score -1945789 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1946047.375000 Penalty: 4731.020508
	Iteration 9Q: 3 clusters Score -1946047 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1946312.875000 Penalty: 4731.020508
	Iteration 10Q: 3 clusters Score -1946313 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1946517.875000 Penalty: 4731.020508
	Iteration 11Q: 3 clusters Score -1946518 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1946699.125000 Penalty: 4731.020508
	Iteration 12Q: 3 clusters Score -1946699 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1946859.000000 Penalty: 4731.020508
	Iteration 13Q: 3 clusters Score -1946859 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1946987.375000 Penalty: 4731.020508
	Iteration 14Q: 3 clusters Score -1946987 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1947067.250000 Penalty: 4731.020508
	Iteration 15Q: 3 clusters Score -1947067 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1947137.750000 Penalty: 4731.020508
	Iteration 16Q: 3 clusters Score -1947138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1947189.125000 Penalty: 4731.020508
	Iteration 17Q: 3 clusters Score -1947189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1947223.875000 Penalty: 4731.020508
	Iteration 18Q: 3 clusters Score -1947224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1947262.625000 Penalty: 4731.020508
	Iteration 19Q: 3 clusters Score -1947263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1947297.750000 Penalty: 4731.020508
	Iteration 20F: 3 clusters Score -1947298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1947336.375000 Penalty: 4731.020508
	Iteration 21Q: 3 clusters Score -1947336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1947369.375000 Penalty: 4731.020508
	Iteration 22Q: 3 clusters Score -1947369 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1947400.250000 Penalty: 4731.020508
	Iteration 23Q: 3 clusters Score -1947400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1947424.875000 Penalty: 4731.020508
	Iteration 24Q: 3 clusters Score -1947425 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1947438.250000 Penalty: 4731.020508
	Iteration 25Q: 3 clusters Score -1947438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1947465.125000 Penalty: 4731.020508
	Iteration 26Q: 3 clusters Score -1947465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1947478.125000 Penalty: 4731.020508
	Iteration 27Q: 3 clusters Score -1947478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1947499.000000 Penalty: 4731.020508
	Iteration 28Q: 3 clusters Score -1947499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1947516.750000 Penalty: 4731.020508
	Iteration 29Q: 3 clusters Score -1947517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1947534.250000 Penalty: 4731.020508
	Iteration 30Q: 3 clusters Score -1947534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1947556.250000 Penalty: 4731.020508
	Iteration 31Q: 3 clusters Score -1947556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1947566.375000 Penalty: 4731.020508
	Iteration 32Q: 3 clusters Score -1947566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1947576.125000 Penalty: 4731.020508
	Iteration 33Q: 3 clusters Score -1947576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1947588.250000 Penalty: 4731.020508
	Iteration 34Q: 3 clusters Score -1947588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1947602.125000 Penalty: 4731.020508
	Iteration 35Q: 3 clusters Score -1947602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1947615.750000 Penalty: 4731.020508
	Iteration 36Q: 3 clusters Score -1947616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1947629.125000 Penalty: 4731.020508
	Iteration 37Q: 3 clusters Score -1947629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1947641.875000 Penalty: 4731.020508
	Iteration 38Q: 3 clusters Score -1947642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1947654.750000 Penalty: 4731.020508
	Iteration 39Q: 3 clusters Score -1947655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1947666.500000 Penalty: 4731.020508
	Iteration 40F: 3 clusters Score -1947666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1947679.750000 Penalty: 4731.020508
	Iteration 41Q: 3 clusters Score -1947680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1947688.000000 Penalty: 4731.020508
	Iteration 42Q: 3 clusters Score -1947688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1947699.125000 Penalty: 4731.020508
	Iteration 43Q: 3 clusters Score -1947699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1947707.500000 Penalty: 4731.020508
	Iteration 44Q: 3 clusters Score -1947708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1947712.375000 Penalty: 4731.020508
	Iteration 45Q: 3 clusters Score -1947712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1947718.375000 Penalty: 4731.020508
	Iteration 46Q: 3 clusters Score -1947718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1947725.625000 Penalty: 4731.020508
	Iteration 47Q: 3 clusters Score -1947726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1947733.875000 Penalty: 4731.020508
	Iteration 48Q: 3 clusters Score -1947734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1947740.625000 Penalty: 4731.020508
	Iteration 49Q: 3 clusters Score -1947741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1947746.125000 Penalty: 4731.020508
	Iteration 50Q: 3 clusters Score -1947746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1947752.625000 Penalty: 4731.020508
	Iteration 51Q: 3 clusters Score -1947753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1947766.375000 Penalty: 4731.020508
	Iteration 52Q: 3 clusters Score -1947766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1947774.125000 Penalty: 4731.020508
	Iteration 53Q: 3 clusters Score -1947774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1947776.750000 Penalty: 4731.020508
	Iteration 54Q: 3 clusters Score -1947777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1947775.625000 Penalty: 4731.020508
	Iteration 55Q: 3 clusters Score -1947776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1947780.500000 Penalty: 4731.020508
	Iteration 56Q: 3 clusters Score -1947780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1947787.125000 Penalty: 4731.020508
	Iteration 57Q: 3 clusters Score -1947787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1947784.000000 Penalty: 4731.020508
	Iteration 58Q: 3 clusters Score -1947784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1947781.750000 Penalty: 4731.020508
	Iteration 59Q: 3 clusters Score -1947782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1947791.500000 Penalty: 4731.020508
	Iteration 60F: 3 clusters Score -1947792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1947789.375000 Penalty: 4731.020508
	Iteration 61Q: 3 clusters Score -1947789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1947795.500000 Penalty: 4731.020508
	Iteration 62Q: 3 clusters Score -1947796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1947793.375000 Penalty: 4731.020508
	Iteration 63Q: 3 clusters Score -1947793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1947796.000000 Penalty: 4731.020508
	Iteration 64Q: 3 clusters Score -1947796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1947797.750000 Penalty: 4731.020508
	Iteration 65Q: 3 clusters Score -1947798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1947800.375000 Penalty: 4731.020508
	Iteration 66Q: 3 clusters Score -1947800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1947802.750000 Penalty: 4731.020508
	Iteration 67Q: 3 clusters Score -1947803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1947803.875000 Penalty: 4731.020508
	Iteration 68Q: 3 clusters Score -1947804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1947803.250000 Penalty: 4731.020508
	Iteration 69Q: 3 clusters Score -1947803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1947801.750000 Penalty: 4731.020508
	Iteration 70Q: 3 clusters Score -1947802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1947801.750000 Penalty: 4731.020508
	Iteration 71F: 3 clusters Score -1947802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Entering Unmasked Estep 
Score: -5534055.000000 Penalty: 2605.467285
	Iteration 0F: 2 clusters Score -5534055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5509223.500000 Penalty: 5210.934570
	Iteration 0F: 3 clusters Score -5509224 nChanged 16661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5518283.500000 Penalty: 5210.934570
	Iteration 1F: 3 clusters Score -5518284 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5518903.000000 Penalty: 5210.934570
	Iteration 2Q: 3 clusters Score -5518903 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -5519631.000000 Penalty: 5210.934570
	Iteration 3Q: 3 clusters Score -5519631 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5520535.000000 Penalty: 5210.934570
	Iteration 4Q: 3 clusters Score -5520535 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5521603.000000 Penalty: 5210.934570
	Iteration 5F: 3 clusters Score -5521603 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5522820.000000 Penalty: 5210.934570
	Iteration 6F: 3 clusters Score -5522820 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5524264.000000 Penalty: 5210.934570
	Iteration 7F: 3 clusters Score -5524264 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5525681.500000 Penalty: 5210.934570
	Iteration 8F: 3 clusters Score -5525682 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5526956.000000 Penalty: 5210.934570
	Iteration 9F: 3 clusters Score -5526956 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5527949.500000 Penalty: 5210.934570
	Iteration 10Q: 3 clusters Score -5527950 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5528687.500000 Penalty: 5210.934570
	Iteration 11Q: 3 clusters Score -5528688 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5529197.500000 Penalty: 5210.934570
	Iteration 12Q: 3 clusters Score -5529198 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -5529752.500000 Penalty: 5210.934570
	Iteration 13Q: 3 clusters Score -5529752 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5530353.500000 Penalty: 5210.934570
	Iteration 14Q: 3 clusters Score -5530354 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5530888.500000 Penalty: 5210.934570
	Iteration 15Q: 3 clusters Score -5530888 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -5531306.500000 Penalty: 5210.934570
	Iteration 16Q: 3 clusters Score -5531306 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -5531642.500000 Penalty: 5210.934570
	Iteration 17Q: 3 clusters Score -5531642 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -5531906.000000 Penalty: 5210.934570
	Iteration 18Q: 3 clusters Score -5531906 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5532059.000000 Penalty: 5210.934570
	Iteration 19Q: 3 clusters Score -5532059 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -5532172.500000 Penalty: 5210.934570
	Iteration 20F: 3 clusters Score -5532172 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5532230.500000 Penalty: 5210.934570
	Iteration 21Q: 3 clusters Score -5532230 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5532298.500000 Penalty: 5210.934570
	Iteration 22Q: 3 clusters Score -5532298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -5532334.000000 Penalty: 5210.934570
	Iteration 23Q: 3 clusters Score -5532334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5532377.500000 Penalty: 5210.934570
	Iteration 24Q: 3 clusters Score -5532378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5532408.000000 Penalty: 5210.934570
	Iteration 25Q: 3 clusters Score -5532408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -5532427.500000 Penalty: 5210.934570
	Iteration 26Q: 3 clusters Score -5532428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5532442.000000 Penalty: 5210.934570
	Iteration 27Q: 3 clusters Score -5532442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -5532459.000000 Penalty: 5210.934570
	Iteration 28Q: 3 clusters Score -5532459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -5532468.000000 Penalty: 5210.934570
	Iteration 29Q: 3 clusters Score -5532468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -5532482.000000 Penalty: 5210.934570
	Iteration 30Q: 3 clusters Score -5532482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -5532483.500000 Penalty: 5210.934570
	Iteration 31Q: 3 clusters Score -5532484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5532491.000000 Penalty: 5210.934570
	Iteration 32Q: 3 clusters Score -5532491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5532503.500000 Penalty: 5210.934570
	Iteration 33Q: 3 clusters Score -5532504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5532504.500000 Penalty: 5210.934570
	Iteration 34Q: 3 clusters Score -5532504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -5532502.000000 Penalty: 5210.934570
	Iteration 35Q: 3 clusters Score -5532502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -5532516.000000 Penalty: 5210.934570
	Iteration 36Q: 3 clusters Score -5532516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5532506.500000 Penalty: 5210.934570
	Iteration 37Q: 3 clusters Score -5532506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5532510.500000 Penalty: 5210.934570
	Iteration 38Q: 3 clusters Score -5532510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5532514.000000 Penalty: 5210.934570
	Iteration 39Q: 3 clusters Score -5532514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5532532.500000 Penalty: 5210.934570
	Iteration 40F: 3 clusters Score -5532532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5532529.000000 Penalty: 5210.934570
	Iteration 41Q: 3 clusters Score -5532529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5532537.000000 Penalty: 5210.934570
	Iteration 42Q: 3 clusters Score -5532537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -5532539.000000 Penalty: 5210.934570
	Iteration 43Q: 3 clusters Score -5532539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5532535.500000 Penalty: 5210.934570
	Iteration 44Q: 3 clusters Score -5532536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5532532.500000 Penalty: 5210.934570
	Iteration 45Q: 3 clusters Score -5532532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -5532536.500000 Penalty: 5210.934570
	Iteration 46Q: 3 clusters Score -5532536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5532532.500000 Penalty: 5210.934570
	Iteration 47Q: 3 clusters Score -5532532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5532543.000000 Penalty: 5210.934570
	Iteration 48Q: 3 clusters Score -5532543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5532544.000000 Penalty: 5210.934570
	Iteration 49Q: 3 clusters Score -5532544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5532550.500000 Penalty: 5210.934570
	Iteration 50Q: 3 clusters Score -5532550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5532544.000000 Penalty: 5210.934570
	Iteration 51Q: 3 clusters Score -5532544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -5532541.500000 Penalty: 5210.934570
	Iteration 52Q: 3 clusters Score -5532542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5532548.000000 Penalty: 5210.934570
	Iteration 53Q: 3 clusters Score -5532548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5532547.500000 Penalty: 5210.934570
	Iteration 54Q: 3 clusters Score -5532548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -5532545.500000 Penalty: 5210.934570
	Iteration 55Q: 3 clusters Score -5532546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5532539.500000 Penalty: 5210.934570
	Iteration 56Q: 3 clusters Score -5532540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5532539.500000 Penalty: 5210.934570
	Iteration 57F: 3 clusters Score -5532540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -714775.937500 Penalty: 2116.931641
	Iteration 0F: 2 clusters Score -714775.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -710194.250000 Penalty: 4233.863281
	Iteration 0F: 3 clusters Score -710194.2 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -711456.125000 Penalty: 4233.863281
	Iteration 1F: 3 clusters Score -711456.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -711764.375000 Penalty: 4233.863281
	Iteration 2F: 3 clusters Score -711764.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -712019.812500 Penalty: 4233.863281
	Iteration 3F: 3 clusters Score -712019.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -712233.812500 Penalty: 4233.863281
	Iteration 4F: 3 clusters Score -712233.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -712374.250000 Penalty: 4233.863281
	Iteration 5Q: 3 clusters Score -712374.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -712498.375000 Penalty: 4233.863281
	Iteration 6Q: 3 clusters Score -712498.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -712592.125000 Penalty: 4233.863281
	Iteration 7Q: 3 clusters Score -712592.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -712675.625000 Penalty: 4233.863281
	Iteration 8Q: 3 clusters Score -712675.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -712729.312500 Penalty: 4233.863281
	Iteration 9Q: 3 clusters Score -712729.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -712768.937500 Penalty: 4233.863281
	Iteration 10Q: 3 clusters Score -712768.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -712809.187500 Penalty: 4233.863281
	Iteration 11Q: 3 clusters Score -712809.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -712847.312500 Penalty: 4233.863281
	Iteration 12Q: 3 clusters Score -712847.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -712872.062500 Penalty: 4233.863281
	Iteration 13Q: 3 clusters Score -712872.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -712895.625000 Penalty: 4233.863281
	Iteration 14Q: 3 clusters Score -712895.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -712915.250000 Penalty: 4233.863281
	Iteration 15Q: 3 clusters Score -712915.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -712929.625000 Penalty: 4233.863281
	Iteration 16Q: 3 clusters Score -712929.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -712941.187500 Penalty: 4233.863281
	Iteration 17Q: 3 clusters Score -712941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -712953.000000 Penalty: 4233.863281
	Iteration 18Q: 3 clusters Score -712953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -712965.000000 Penalty: 4233.863281
	Iteration 19Q: 3 clusters Score -712965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -712978.500000 Penalty: 4233.863281
	Iteration 20F: 3 clusters Score -712978.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -712994.500000 Penalty: 4233.863281
	Iteration 21Q: 3 clusters Score -712994.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -713010.875000 Penalty: 4233.863281
	Iteration 22Q: 3 clusters Score -713010.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -713024.812500 Penalty: 4233.863281
	Iteration 23Q: 3 clusters Score -713024.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -713044.062500 Penalty: 4233.863281
	Iteration 24Q: 3 clusters Score -713044.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -713070.687500 Penalty: 4233.863281
	Iteration 25Q: 3 clusters Score -713070.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -713094.875000 Penalty: 4233.863281
	Iteration 26Q: 3 clusters Score -713094.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -713123.625000 Penalty: 4233.863281
	Iteration 27Q: 3 clusters Score -713123.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -713153.875000 Penalty: 4233.863281
	Iteration 28Q: 3 clusters Score -713153.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -713181.750000 Penalty: 4233.863281
	Iteration 29Q: 3 clusters Score -713181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -713223.437500 Penalty: 4233.863281
	Iteration 30Q: 3 clusters Score -713223.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -713252.250000 Penalty: 4233.863281
	Iteration 31Q: 3 clusters Score -713252.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -713277.562500 Penalty: 4233.863281
	Iteration 32Q: 3 clusters Score -713277.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -713308.625000 Penalty: 4233.863281
	Iteration 33Q: 3 clusters Score -713308.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -713326.750000 Penalty: 4233.863281
	Iteration 34Q: 3 clusters Score -713326.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -713340.312500 Penalty: 4233.863281
	Iteration 35Q: 3 clusters Score -713340.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -713349.687500 Penalty: 4233.863281
	Iteration 36Q: 3 clusters Score -713349.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -713357.187500 Penalty: 4233.863281
	Iteration 37Q: 3 clusters Score -713357.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -713367.000000 Penalty: 4233.863281
	Iteration 38Q: 3 clusters Score -713367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -713370.312500 Penalty: 4233.863281
	Iteration 39Q: 3 clusters Score -713370.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -713372.937500 Penalty: 4233.863281
	Iteration 40F: 3 clusters Score -713372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -713378.500000 Penalty: 4233.863281
	Iteration 41Q: 3 clusters Score -713378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -713383.250000 Penalty: 4233.863281
	Iteration 42Q: 3 clusters Score -713383.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -713384.562500 Penalty: 4233.863281
	Iteration 43Q: 3 clusters Score -713384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -713387.125000 Penalty: 4233.863281
	Iteration 44Q: 3 clusters Score -713387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -713392.125000 Penalty: 4233.863281
	Iteration 45Q: 3 clusters Score -713392.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -713396.312500 Penalty: 4233.863281
	Iteration 46Q: 3 clusters Score -713396.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -713396.125000 Penalty: 4233.863281
	Iteration 47Q: 3 clusters Score -713396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -713396.625000 Penalty: 4233.863281
	Iteration 48Q: 3 clusters Score -713396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -713398.062500 Penalty: 4233.863281
	Iteration 49Q: 3 clusters Score -713398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -713398.875000 Penalty: 4233.863281
	Iteration 50Q: 3 clusters Score -713398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -713400.062500 Penalty: 4233.863281
	Iteration 51Q: 3 clusters Score -713400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -713401.250000 Penalty: 4233.863281
	Iteration 52Q: 3 clusters Score -713401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -713402.437500 Penalty: 4233.863281
	Iteration 53Q: 3 clusters Score -713402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -713406.062500 Penalty: 4233.863281
	Iteration 54Q: 3 clusters Score -713406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -713409.937500 Penalty: 4233.863281
	Iteration 55Q: 3 clusters Score -713409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -713412.625000 Penalty: 4233.863281
	Iteration 56Q: 3 clusters Score -713412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -713416.062500 Penalty: 4233.863281
	Iteration 57Q: 3 clusters Score -713416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -713420.000000 Penalty: 4233.863281
	Iteration 58Q: 3 clusters Score -713420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -713422.750000 Penalty: 4233.863281
	Iteration 59Q: 3 clusters Score -713422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -713423.187500 Penalty: 4233.863281
	Iteration 60F: 3 clusters Score -713423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -713424.437500 Penalty: 4233.863281
	Iteration 61Q: 3 clusters Score -713424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -713427.187500 Penalty: 4233.863281
	Iteration 62Q: 3 clusters Score -713427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -713427.875000 Penalty: 4233.863281
	Iteration 63Q: 3 clusters Score -713427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -713427.687500 Penalty: 4233.863281
	Iteration 64Q: 3 clusters Score -713427.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -713430.875000 Penalty: 4233.863281
	Iteration 65Q: 3 clusters Score -713430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -713432.437500 Penalty: 4233.863281
	Iteration 66Q: 3 clusters Score -713432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -713434.187500 Penalty: 4233.863281
	Iteration 67Q: 3 clusters Score -713434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -713434.062500 Penalty: 4233.863281
	Iteration 68Q: 3 clusters Score -713434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -713436.687500 Penalty: 4233.863281
	Iteration 69Q: 3 clusters Score -713436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -713438.625000 Penalty: 4233.863281
	Iteration 70Q: 3 clusters Score -713438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -713439.875000 Penalty: 4233.863281
	Iteration 71Q: 3 clusters Score -713439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -713441.062500 Penalty: 4233.863281
	Iteration 72Q: 3 clusters Score -713441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -713442.500000 Penalty: 4233.863281
	Iteration 73Q: 3 clusters Score -713442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -713441.062500 Penalty: 4233.863281
	Iteration 74Q: 3 clusters Score -713441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -713441.062500 Penalty: 4233.863281
	Iteration 75F: 3 clusters Score -713441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72047.398438 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72047.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72259.523438 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72259.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -72363.539062 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -72363.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72472.015625 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -72472.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72668.539062 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -72668.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73008.617188 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -73008.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73563.523438 Penalty: 3137.770020
	Iteration 6F: 3 clusters Score -73563.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74114.781250 Penalty: 3137.770020
	Iteration 7F: 3 clusters Score -74114.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74369.757812 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74369.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74393.976562 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74393.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74393.976562 Penalty: 3137.770020
	Iteration 10F: 3 clusters Score -74393.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123097 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97208 members 
Mstep: Class 14 contains 14974 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 52188 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 237 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104641 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104163576.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104164936.000000 to -104163576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -616943.312500 Penalty: 2099.490967
	Iteration 0F: 2 clusters Score -616943.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -612632.437500 Penalty: 4198.981934
	Iteration 0F: 3 clusters Score -612632.4 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -614045.562500 Penalty: 4198.981934
	Iteration 1F: 3 clusters Score -614045.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -614809.312500 Penalty: 4198.981934
	Iteration 2F: 3 clusters Score -614809.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -615432.625000 Penalty: 4198.981934
	Iteration 3F: 3 clusters Score -615432.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -615882.500000 Penalty: 4198.981934
	Iteration 4F: 3 clusters Score -615882.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -616210.125000 Penalty: 4198.981934
	Iteration 5F: 3 clusters Score -616210.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -616429.562500 Penalty: 4198.981934
	Iteration 6Q: 3 clusters Score -616429.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -616558.687500 Penalty: 4198.981934
	Iteration 7Q: 3 clusters Score -616558.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -616645.937500 Penalty: 4198.981934
	Iteration 8Q: 3 clusters Score -616645.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -616703.687500 Penalty: 4198.981934
	Iteration 9Q: 3 clusters Score -616703.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -616739.812500 Penalty: 4198.981934
	Iteration 10Q: 3 clusters Score -616739.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -616771.437500 Penalty: 4198.981934
	Iteration 11Q: 3 clusters Score -616771.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -616802.437500 Penalty: 4198.981934
	Iteration 12Q: 3 clusters Score -616802.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -616851.437500 Penalty: 4198.981934
	Iteration 13Q: 3 clusters Score -616851.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -616921.875000 Penalty: 4198.981934
	Iteration 14Q: 3 clusters Score -616921.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -616986.062500 Penalty: 4198.981934
	Iteration 15Q: 3 clusters Score -616986.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -617029.437500 Penalty: 4198.981934
	Iteration 16Q: 3 clusters Score -617029.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -617066.500000 Penalty: 4198.981934
	Iteration 17Q: 3 clusters Score -617066.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -617090.312500 Penalty: 4198.981934
	Iteration 18Q: 3 clusters Score -617090.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -617103.250000 Penalty: 4198.981934
	Iteration 19Q: 3 clusters Score -617103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -617110.187500 Penalty: 4198.981934
	Iteration 20F: 3 clusters Score -617110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -617114.875000 Penalty: 4198.981934
	Iteration 21Q: 3 clusters Score -617114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -617116.000000 Penalty: 4198.981934
	Iteration 22Q: 3 clusters Score -617116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -617118.562500 Penalty: 4198.981934
	Iteration 23Q: 3 clusters Score -617118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -617119.687500 Penalty: 4198.981934
	Iteration 24Q: 3 clusters Score -617119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -617119.687500 Penalty: 4198.981934
	Iteration 25F: 3 clusters Score -617119.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123097 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97208 members 
Mstep: Class 14 contains 14974 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 52188 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104641 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 3326 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104163808.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104164936.000000 to -104163808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -222027.781250 Penalty: 1824.198975
	Iteration 0F: 2 clusters Score -222027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -219750.625000 Penalty: 3648.397949
	Iteration 0F: 3 clusters Score -219750.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220332.015625 Penalty: 3648.397949
	Iteration 1F: 3 clusters Score -220332 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -220642.640625 Penalty: 3648.397949
	Iteration 2F: 3 clusters Score -220642.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -220827.609375 Penalty: 3648.397949
	Iteration 3F: 3 clusters Score -220827.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -221014.828125 Penalty: 3648.397949
	Iteration 4F: 3 clusters Score -221014.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -221190.921875 Penalty: 3648.397949
	Iteration 5F: 3 clusters Score -221190.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221298.453125 Penalty: 3648.397949
	Iteration 6Q: 3 clusters Score -221298.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -221359.656250 Penalty: 3648.397949
	Iteration 7Q: 3 clusters Score -221359.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -221414.281250 Penalty: 3648.397949
	Iteration 8Q: 3 clusters Score -221414.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221459.953125 Penalty: 3648.397949
	Iteration 9Q: 3 clusters Score -221460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221491.609375 Penalty: 3648.397949
	Iteration 10Q: 3 clusters Score -221491.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -221519.171875 Penalty: 3648.397949
	Iteration 11Q: 3 clusters Score -221519.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -221541.562500 Penalty: 3648.397949
	Iteration 12Q: 3 clusters Score -221541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221558.203125 Penalty: 3648.397949
	Iteration 13Q: 3 clusters Score -221558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221578.890625 Penalty: 3648.397949
	Iteration 14Q: 3 clusters Score -221578.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221603.015625 Penalty: 3648.397949
	Iteration 15Q: 3 clusters Score -221603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221627.828125 Penalty: 3648.397949
	Iteration 16Q: 3 clusters Score -221627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -221640.625000 Penalty: 3648.397949
	Iteration 17Q: 3 clusters Score -221640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221651.906250 Penalty: 3648.397949
	Iteration 18Q: 3 clusters Score -221651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221658.312500 Penalty: 3648.397949
	Iteration 19Q: 3 clusters Score -221658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221663.765625 Penalty: 3648.397949
	Iteration 20F: 3 clusters Score -221663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -221677.000000 Penalty: 3648.397949
	Iteration 21Q: 3 clusters Score -221677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221683.015625 Penalty: 3648.397949
	Iteration 22Q: 3 clusters Score -221683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221687.390625 Penalty: 3648.397949
	Iteration 23Q: 3 clusters Score -221687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221693.390625 Penalty: 3648.397949
	Iteration 24Q: 3 clusters Score -221693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221694.468750 Penalty: 3648.397949
	Iteration 25Q: 3 clusters Score -221694.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221694.468750 Penalty: 3648.397949
	Iteration 26F: 3 clusters Score -221694.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Entering Unmasked Estep 
Score: -2348721.750000 Penalty: 2391.503906
	Iteration 0F: 2 clusters Score -2348722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2337734.750000 Penalty: 4783.007812
	Iteration 0F: 3 clusters Score -2337735 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2341247.250000 Penalty: 4783.007812
	Iteration 1F: 3 clusters Score -2341247 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2341767.750000 Penalty: 4783.007812
	Iteration 2F: 3 clusters Score -2341768 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2342308.250000 Penalty: 4783.007812
	Iteration 3F: 3 clusters Score -2342308 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2342721.000000 Penalty: 4783.007812
	Iteration 4Q: 3 clusters Score -2342721 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2343044.500000 Penalty: 4783.007812
	Iteration 5Q: 3 clusters Score -2343044 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2343290.000000 Penalty: 4783.007812
	Iteration 6Q: 3 clusters Score -2343290 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2343494.000000 Penalty: 4783.007812
	Iteration 7Q: 3 clusters Score -2343494 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2343707.000000 Penalty: 4783.007812
	Iteration 8Q: 3 clusters Score -2343707 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2343894.250000 Penalty: 4783.007812
	Iteration 9Q: 3 clusters Score -2343894 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2344105.500000 Penalty: 4783.007812
	Iteration 10Q: 3 clusters Score -2344106 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2344308.000000 Penalty: 4783.007812
	Iteration 11Q: 3 clusters Score -2344308 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2344522.250000 Penalty: 4783.007812
	Iteration 12Q: 3 clusters Score -2344522 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2344730.500000 Penalty: 4783.007812
	Iteration 13Q: 3 clusters Score -2344730 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2344933.750000 Penalty: 4783.007812
	Iteration 14Q: 3 clusters Score -2344934 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2345136.750000 Penalty: 4783.007812
	Iteration 15Q: 3 clusters Score -2345137 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2345322.750000 Penalty: 4783.007812
	Iteration 16Q: 3 clusters Score -2345323 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2345496.250000 Penalty: 4783.007812
	Iteration 17Q: 3 clusters Score -2345496 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2345676.000000 Penalty: 4783.007812
	Iteration 18Q: 3 clusters Score -2345676 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2345837.000000 Penalty: 4783.007812
	Iteration 19Q: 3 clusters Score -2345837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2345959.750000 Penalty: 4783.007812
	Iteration 20F: 3 clusters Score -2345960 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2346073.250000 Penalty: 4783.007812
	Iteration 21Q: 3 clusters Score -2346073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2346165.000000 Penalty: 4783.007812
	Iteration 22Q: 3 clusters Score -2346165 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2346261.250000 Penalty: 4783.007812
	Iteration 23Q: 3 clusters Score -2346261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2346333.750000 Penalty: 4783.007812
	Iteration 24Q: 3 clusters Score -2346334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2346392.000000 Penalty: 4783.007812
	Iteration 25Q: 3 clusters Score -2346392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2346447.500000 Penalty: 4783.007812
	Iteration 26Q: 3 clusters Score -2346448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2346496.250000 Penalty: 4783.007812
	Iteration 27Q: 3 clusters Score -2346496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2346534.000000 Penalty: 4783.007812
	Iteration 28Q: 3 clusters Score -2346534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2346557.750000 Penalty: 4783.007812
	Iteration 29Q: 3 clusters Score -2346558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2346576.750000 Penalty: 4783.007812
	Iteration 30Q: 3 clusters Score -2346577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2346600.000000 Penalty: 4783.007812
	Iteration 31Q: 3 clusters Score -2346600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2346610.250000 Penalty: 4783.007812
	Iteration 32Q: 3 clusters Score -2346610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2346625.500000 Penalty: 4783.007812
	Iteration 33Q: 3 clusters Score -2346626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2346636.000000 Penalty: 4783.007812
	Iteration 34Q: 3 clusters Score -2346636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2346640.750000 Penalty: 4783.007812
	Iteration 35Q: 3 clusters Score -2346641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2346639.000000 Penalty: 4783.007812
	Iteration 36Q: 3 clusters Score -2346639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2346641.000000 Penalty: 4783.007812
	Iteration 37Q: 3 clusters Score -2346641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2346646.250000 Penalty: 4783.007812
	Iteration 38Q: 3 clusters Score -2346646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2346657.750000 Penalty: 4783.007812
	Iteration 39Q: 3 clusters Score -2346658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2346666.500000 Penalty: 4783.007812
	Iteration 40F: 3 clusters Score -2346666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2346670.750000 Penalty: 4783.007812
	Iteration 41Q: 3 clusters Score -2346671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2346677.500000 Penalty: 4783.007812
	Iteration 42Q: 3 clusters Score -2346678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2346680.250000 Penalty: 4783.007812
	Iteration 43Q: 3 clusters Score -2346680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2346687.750000 Penalty: 4783.007812
	Iteration 44Q: 3 clusters Score -2346688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2346689.000000 Penalty: 4783.007812
	Iteration 45Q: 3 clusters Score -2346689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2346695.250000 Penalty: 4783.007812
	Iteration 46Q: 3 clusters Score -2346695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2346695.500000 Penalty: 4783.007812
	Iteration 47Q: 3 clusters Score -2346696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2346696.000000 Penalty: 4783.007812
	Iteration 48Q: 3 clusters Score -2346696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2346700.000000 Penalty: 4783.007812
	Iteration 49Q: 3 clusters Score -2346700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2346704.750000 Penalty: 4783.007812
	Iteration 50Q: 3 clusters Score -2346705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2346707.250000 Penalty: 4783.007812
	Iteration 51Q: 3 clusters Score -2346707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2346706.750000 Penalty: 4783.007812
	Iteration 52Q: 3 clusters Score -2346707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2346711.000000 Penalty: 4783.007812
	Iteration 53Q: 3 clusters Score -2346711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2346709.750000 Penalty: 4783.007812
	Iteration 54Q: 3 clusters Score -2346710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2346711.250000 Penalty: 4783.007812
	Iteration 55Q: 3 clusters Score -2346711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2346709.500000 Penalty: 4783.007812
	Iteration 56Q: 3 clusters Score -2346710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2346709.750000 Penalty: 4783.007812
	Iteration 57Q: 3 clusters Score -2346710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2346712.250000 Penalty: 4783.007812
	Iteration 58Q: 3 clusters Score -2346712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2346715.250000 Penalty: 4783.007812
	Iteration 59Q: 3 clusters Score -2346715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2346709.750000 Penalty: 4783.007812
	Iteration 60F: 3 clusters Score -2346710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88377.601562 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86817.281250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86817.28 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87360.132812 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87360.13 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87643.414062 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -87643.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87763.195312 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -87763.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -87839.679688 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -87839.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87914.968750 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -87914.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87956.695312 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -87956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -87975.109375 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -87975.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -88005.460938 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -88005.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -88031.781250 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -88031.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -88047.234375 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -88047.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -88063.703125 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -88063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -88074.796875 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -88074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -88076.593750 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -88076.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -88076.593750 Penalty: 3274.210205
	Iteration 14F: 3 clusters Score -88076.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (104641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Entering Unmasked Estep 
Score: -16167980.000000 Penalty: 2866.456055
	Iteration 0F: 2 clusters Score -1.616798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -16100079.000000 Penalty: 5732.912109
	Iteration 0F: 3 clusters Score -1.610008e+07 nChanged 49658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -16128666.000000 Penalty: 5732.912109
	Iteration 1F: 3 clusters Score -1.612867e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -16129965.000000 Penalty: 5732.912109
	Iteration 2Q: 3 clusters Score -1.612996e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -16131579.000000 Penalty: 5732.912109
	Iteration 3Q: 3 clusters Score -1.613158e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -16133529.000000 Penalty: 5732.912109
	Iteration 4Q: 3 clusters Score -1.613353e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -16136314.000000 Penalty: 5732.912109
	Iteration 5F: 3 clusters Score -1.613631e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -16139752.000000 Penalty: 5732.912109
	Iteration 6F: 3 clusters Score -1.613975e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -16144315.000000 Penalty: 5732.912109
	Iteration 7F: 3 clusters Score -1.614432e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -16149173.000000 Penalty: 5732.912109
	Iteration 8F: 3 clusters Score -1.614917e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -16154094.000000 Penalty: 5732.912109
	Iteration 9F: 3 clusters Score -1.615409e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -16158349.000000 Penalty: 5732.912109
	Iteration 10Q: 3 clusters Score -1.615835e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -16161138.000000 Penalty: 5732.912109
	Iteration 11Q: 3 clusters Score -1.616114e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -16162815.000000 Penalty: 5732.912109
	Iteration 12Q: 3 clusters Score -1.616282e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -16163815.000000 Penalty: 5732.912109
	Iteration 13Q: 3 clusters Score -1.616382e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -16164411.000000 Penalty: 5732.912109
	Iteration 14Q: 3 clusters Score -1.616441e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -16164774.000000 Penalty: 5732.912109
	Iteration 15Q: 3 clusters Score -1.616477e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -16165014.000000 Penalty: 5732.912109
	Iteration 16Q: 3 clusters Score -1.616501e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -16165222.000000 Penalty: 5732.912109
	Iteration 17Q: 3 clusters Score -1.616522e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -16165338.000000 Penalty: 5732.912109
	Iteration 18Q: 3 clusters Score -1.616534e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -16165459.000000 Penalty: 5732.912109
	Iteration 19Q: 3 clusters Score -1.616546e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16165499.000000 Penalty: 5732.912109
	Iteration 20F: 3 clusters Score -1.61655e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16165527.000000 Penalty: 5732.912109
	Iteration 21Q: 3 clusters Score -1.616553e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16165539.000000 Penalty: 5732.912109
	Iteration 22Q: 3 clusters Score -1.616554e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16165539.000000 Penalty: 5732.912109
	Iteration 23Q: 3 clusters Score -1.616554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -16165559.000000 Penalty: 5732.912109
	Iteration 24Q: 3 clusters Score -1.616556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16165576.000000 Penalty: 5732.912109
	Iteration 25Q: 3 clusters Score -1.616558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16165602.000000 Penalty: 5732.912109
	Iteration 26Q: 3 clusters Score -1.61656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16165613.000000 Penalty: 5732.912109
	Iteration 27Q: 3 clusters Score -1.616561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16165614.000000 Penalty: 5732.912109
	Iteration 28Q: 3 clusters Score -1.616561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16165618.000000 Penalty: 5732.912109
	Iteration 29Q: 3 clusters Score -1.616562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -16165622.000000 Penalty: 5732.912109
	Iteration 30Q: 3 clusters Score -1.616562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -16165627.000000 Penalty: 5732.912109
	Iteration 31Q: 3 clusters Score -1.616563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16165629.000000 Penalty: 5732.912109
	Iteration 32Q: 3 clusters Score -1.616563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16165629.000000 Penalty: 5732.912109
	Iteration 33Q: 3 clusters Score -1.616563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16165645.000000 Penalty: 5732.912109
	Iteration 34Q: 3 clusters Score -1.616564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16165639.000000 Penalty: 5732.912109
	Iteration 35Q: 3 clusters Score -1.616564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16165629.000000 Penalty: 5732.912109
	Iteration 36Q: 3 clusters Score -1.616563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16165634.000000 Penalty: 5732.912109
	Iteration 37Q: 3 clusters Score -1.616563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16165632.000000 Penalty: 5732.912109
	Iteration 38Q: 3 clusters Score -1.616563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16165628.000000 Penalty: 5732.912109
	Iteration 39Q: 3 clusters Score -1.616563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104099 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16165631.000000 Penalty: 5732.912109
	Iteration 40F: 3 clusters Score -1.616563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16165635.000000 Penalty: 5732.912109
	Iteration 41Q: 3 clusters Score -1.616564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16165635.000000 Penalty: 5732.912109
	Iteration 42F: 3 clusters Score -1.616564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -245705.281250 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -245705.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -243327.687500 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -243327.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -243731.140625 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -243731.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -243877.937500 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -243877.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -244031.093750 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -244031.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -244206.140625 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -244206.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -244359.500000 Penalty: 3689.729980
	Iteration 5F: 3 clusters Score -244359.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -244502.328125 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -244502.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -244625.187500 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -244625.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -244746.750000 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -244746.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -244842.125000 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -244842.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244909.546875 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -244909.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -244946.453125 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -244946.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244966.312500 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -244966.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -244981.859375 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -244981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -244991.640625 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -244991.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244997.781250 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -244997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -245001.531250 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -245001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -245005.093750 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -245005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -245007.000000 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -245007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -245007.515625 Penalty: 3689.729980
	Iteration 19Q: 3 clusters Score -245007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -245007.515625 Penalty: 3689.729980
	Iteration 20F: 3 clusters Score -245007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Entering Unmasked Estep 
Score: -1469794.750000 Penalty: 2277.936279
	Iteration 0F: 2 clusters Score -1469795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1462230.500000 Penalty: 4555.872559
	Iteration 0F: 3 clusters Score -1462230 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1464362.625000 Penalty: 4555.872559
	Iteration 1F: 3 clusters Score -1464363 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1464661.875000 Penalty: 4555.872559
	Iteration 2F: 3 clusters Score -1464662 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1464906.250000 Penalty: 4555.872559
	Iteration 3F: 3 clusters Score -1464906 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1465170.625000 Penalty: 4555.872559
	Iteration 4Q: 3 clusters Score -1465171 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1465487.125000 Penalty: 4555.872559
	Iteration 5F: 3 clusters Score -1465487 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1465836.500000 Penalty: 4555.872559
	Iteration 6F: 3 clusters Score -1465836 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1466239.125000 Penalty: 4555.872559
	Iteration 7F: 3 clusters Score -1466239 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1466633.500000 Penalty: 4555.872559
	Iteration 8F: 3 clusters Score -1466634 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1467000.875000 Penalty: 4555.872559
	Iteration 9Q: 3 clusters Score -1467001 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1467284.000000 Penalty: 4555.872559
	Iteration 10Q: 3 clusters Score -1467284 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1467512.125000 Penalty: 4555.872559
	Iteration 11Q: 3 clusters Score -1467512 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1467663.750000 Penalty: 4555.872559
	Iteration 12Q: 3 clusters Score -1467664 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1467784.750000 Penalty: 4555.872559
	Iteration 13Q: 3 clusters Score -1467785 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1467906.750000 Penalty: 4555.872559
	Iteration 14Q: 3 clusters Score -1467907 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1468014.375000 Penalty: 4555.872559
	Iteration 15Q: 3 clusters Score -1468014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1468099.375000 Penalty: 4555.872559
	Iteration 16Q: 3 clusters Score -1468099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1468143.375000 Penalty: 4555.872559
	Iteration 17Q: 3 clusters Score -1468143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1468169.250000 Penalty: 4555.872559
	Iteration 18Q: 3 clusters Score -1468169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1468191.500000 Penalty: 4555.872559
	Iteration 19Q: 3 clusters Score -1468192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1468203.000000 Penalty: 4555.872559
	Iteration 20F: 3 clusters Score -1468203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1468210.750000 Penalty: 4555.872559
	Iteration 21Q: 3 clusters Score -1468211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1468214.375000 Penalty: 4555.872559
	Iteration 22Q: 3 clusters Score -1468214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1468221.625000 Penalty: 4555.872559
	Iteration 23Q: 3 clusters Score -1468222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1468225.500000 Penalty: 4555.872559
	Iteration 24Q: 3 clusters Score -1468226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1468223.500000 Penalty: 4555.872559
	Iteration 25Q: 3 clusters Score -1468224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1468223.125000 Penalty: 4555.872559
	Iteration 26Q: 3 clusters Score -1468223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1468228.250000 Penalty: 4555.872559
	Iteration 27Q: 3 clusters Score -1468228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1468225.750000 Penalty: 4555.872559
	Iteration 28Q: 3 clusters Score -1468226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1468229.625000 Penalty: 4555.872559
	Iteration 29Q: 3 clusters Score -1468230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1468230.625000 Penalty: 4555.872559
	Iteration 30Q: 3 clusters Score -1468231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1468235.250000 Penalty: 4555.872559
	Iteration 31Q: 3 clusters Score -1468235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1468234.000000 Penalty: 4555.872559
	Iteration 32Q: 3 clusters Score -1468234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1468238.250000 Penalty: 4555.872559
	Iteration 33Q: 3 clusters Score -1468238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1468241.000000 Penalty: 4555.872559
	Iteration 34Q: 3 clusters Score -1468241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1468240.125000 Penalty: 4555.872559
	Iteration 35Q: 3 clusters Score -1468240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1468238.750000 Penalty: 4555.872559
	Iteration 36Q: 3 clusters Score -1468239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1468238.875000 Penalty: 4555.872559
	Iteration 37Q: 3 clusters Score -1468239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1468240.000000 Penalty: 4555.872559
	Iteration 38Q: 3 clusters Score -1468240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1468241.500000 Penalty: 4555.872559
	Iteration 39Q: 3 clusters Score -1468242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1468241.500000 Penalty: 4555.872559
	Iteration 40F: 3 clusters Score -1468242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1468240.625000 Penalty: 4555.872559
	Iteration 41Q: 3 clusters Score -1468241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1468241.625000 Penalty: 4555.872559
	Iteration 42Q: 3 clusters Score -1468242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1468240.375000 Penalty: 4555.872559
	Iteration 43Q: 3 clusters Score -1468240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1468240.375000 Penalty: 4555.872559
	Iteration 44F: 3 clusters Score -1468240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116741.929688 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116741.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117203.406250 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117203.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117472.593750 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117472.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117624.148438 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117624.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117720.390625 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -117720.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117768.726562 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -117768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117813.054688 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -117813.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117871.445312 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -117871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117919.007812 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -117919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117947.742188 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -117947.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117970.031250 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -117970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117981.164062 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -117981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117991.187500 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -117991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118001.968750 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118019.726562 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118058.820312 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118108.476562 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118150.320312 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -118150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118209.804688 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -118209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118248.226562 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -118248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118281.515625 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -118281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118292.664062 Penalty: 3381.100830
	Iteration 21Q: 3 clusters Score -118292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118295.109375 Penalty: 3381.100830
	Iteration 22Q: 3 clusters Score -118295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118295.109375 Penalty: 3381.100830
	Iteration 23F: 3 clusters Score -118295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55710.566406 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55710.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54362.316406 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -54362.32 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54597.792969 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54597.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54663.554688 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -54663.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54706.914062 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54706.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54755.617188 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54755.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54799.562500 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54799.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54809.707031 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54809.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54813.121094 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -54813.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54814.734375 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -54814.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54814.734375 Penalty: 3031.287842
	Iteration 9F: 3 clusters Score -54814.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 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 365 members 
Entering Unmasked Estep 
Score: -97030.359375 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97030.36 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97248.375000 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97248.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97358.726562 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97358.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97421.585938 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97421.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97449.437500 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97449.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97481.343750 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97481.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97505.171875 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97505.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97517.562500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97517.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97531.914062 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97531.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97545.250000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97545.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97562.140625 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97562.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97592.953125 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97592.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97629.289062 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -97629.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97669.109375 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -97669.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97725.195312 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -97725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97813.273438 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -97813.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97996.273438 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -97996.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98154.359375 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98154.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98224.609375 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98224.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98272.648438 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98272.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98294.273438 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98294.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98311.289062 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -98311.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98314.242188 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -98314.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98317.742188 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -98317.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98321.718750 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -98321.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98327.125000 Penalty: 3267.424805
	Iteration 25Q: 3 clusters Score -98327.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98332.031250 Penalty: 3267.424805
	Iteration 26Q: 3 clusters Score -98332.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98333.273438 Penalty: 3267.424805
	Iteration 27Q: 3 clusters Score -98333.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98333.273438 Penalty: 3267.424805
	Iteration 28F: 3 clusters Score -98333.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 123097 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97208 members 
Mstep: Class 14 contains 14974 members 
Mstep: Class 15 contains 22342 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 52188 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 32629 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104641 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164792.000000 Penalty: 123466.296875
Iteration 239Q: 38 clusters Score -1.041648e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 122915 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97182 members 
Mstep: Class 14 contains 14972 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 52479 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 32679 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 13883 members 
Mstep: Class 25 contains 36525 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104548 members 
Mstep: Class 33 contains 1702 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164744.000000 Penalty: 123466.296875
Iteration 240F: 38 clusters Score -1.041647e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 122723 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97171 members 
Mstep: Class 14 contains 14965 members 
Mstep: Class 15 contains 22357 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 17763 members 
Mstep: Class 19 contains 52776 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32727 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104456 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165056.000000 Penalty: 123466.296875
Iteration 241Q: 38 clusters Score -1.041651e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 122537 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97167 members 
Mstep: Class 14 contains 14964 members 
Mstep: Class 15 contains 22358 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 53094 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25195 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104331 members 
Mstep: Class 33 contains 1706 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165032.000000 Penalty: 123466.296875
Iteration 242Q: 38 clusters Score -1.04165e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 122323 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97163 members 
Mstep: Class 14 contains 14964 members 
Mstep: Class 15 contains 22362 members 
Mstep: Class 16 contains 5220 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 53393 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32813 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25199 members 
Mstep: Class 24 contains 13881 members 
Mstep: Class 25 contains 36535 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104254 members 
Mstep: Class 33 contains 1707 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165160.000000 Penalty: 123466.296875
Iteration 243Q: 38 clusters Score -1.041652e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 122117 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97150 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32847 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25205 members 
Mstep: Class 24 contains 13881 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15416 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104137 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165200.000000 Penalty: 123466.296875
Iteration 244Q: 38 clusters Score -1.041652e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 121887 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11571 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97150 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 15 contains 22362 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 54075 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32879 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36534 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 104040 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165232.000000 Penalty: 123466.296875
Iteration 245Q: 38 clusters Score -1.041652e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 121668 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42447 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97101 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 22356 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 54420 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 32912 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36532 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 103991 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165184.000000 Penalty: 123466.296875
Iteration 246Q: 38 clusters Score -1.041652e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2061 members 
Mstep: Class 3 contains 121474 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 97024 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 22355 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 54769 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 32948 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 737 members 
Mstep: Class 32 contains 103907 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165280.000000 Penalty: 123466.296875
Iteration 247Q: 38 clusters Score -1.041653e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 121296 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96945 members 
Mstep: Class 14 contains 14978 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15676 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 55089 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 32982 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13888 members 
Mstep: Class 25 contains 36531 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 737 members 
Mstep: Class 32 contains 103829 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165376.000000 Penalty: 123466.296875
Iteration 248Q: 38 clusters Score -1.041654e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 121128 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96895 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 22364 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 17780 members 
Mstep: Class 19 contains 55395 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 33005 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36532 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 738 members 
Mstep: Class 32 contains 103741 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165368.000000 Penalty: 123466.296875
Iteration 249Q: 38 clusters Score -1.041654e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 120959 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96844 members 
Mstep: Class 14 contains 14980 members 
Mstep: Class 15 contains 22361 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 17786 members 
Mstep: Class 19 contains 55704 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 33023 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36534 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 738 members 
Mstep: Class 32 contains 103656 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165512.000000 Penalty: 123466.296875
Iteration 250Q: 38 clusters Score -1.041655e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 2061 members 
Mstep: Class 3 contains 120760 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42451 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96785 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 22360 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 17788 members 
Mstep: Class 19 contains 56035 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 33045 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25209 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36535 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103590 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9753 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165312.000000 Penalty: 123466.296875
Iteration 251Q: 38 clusters Score -1.041653e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 120596 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96704 members 
Mstep: Class 14 contains 14973 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17789 members 
Mstep: Class 19 contains 56326 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 33068 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25208 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103539 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165384.000000 Penalty: 123466.296875
Iteration 252Q: 38 clusters Score -1.041654e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 120419 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42448 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6342 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96638 members 
Mstep: Class 14 contains 14973 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17795 members 
Mstep: Class 19 contains 56588 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 33084 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25211 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103530 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165136.000000 Penalty: 123466.296875
Iteration 253Q: 38 clusters Score -1.041651e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 120225 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96575 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 56856 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 33108 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25215 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103504 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165288.000000 Penalty: 123466.296875
Iteration 254Q: 38 clusters Score -1.041653e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 120012 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96533 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 22365 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17805 members 
Mstep: Class 19 contains 57099 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 33127 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103530 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165408.000000 Penalty: 123466.296875
Iteration 255Q: 38 clusters Score -1.041654e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 119825 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96468 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 22374 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17811 members 
Mstep: Class 19 contains 57351 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 33138 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25216 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36544 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103537 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165592.000000 Penalty: 123466.296875
Iteration 256Q: 38 clusters Score -1.041656e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 119628 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96396 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 22373 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17813 members 
Mstep: Class 19 contains 57629 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 33155 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103541 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165600.000000 Penalty: 123466.296875
Iteration 257Q: 38 clusters Score -1.041656e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 119458 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96340 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22375 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 57870 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 33179 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103545 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165528.000000 Penalty: 123466.296875
Iteration 258Q: 38 clusters Score -1.041655e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 119283 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96285 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 22378 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17811 members 
Mstep: Class 19 contains 58124 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33194 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25215 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36550 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103561 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165592.000000 Penalty: 123466.296875
Iteration 259Q: 38 clusters Score -1.041656e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 119117 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6258 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96240 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 22374 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17807 members 
Mstep: Class 19 contains 58386 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33215 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103556 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165424.000000 Penalty: 123466.296875
Iteration 260F: 38 clusters Score -1.041654e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 119004 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6250 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96189 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 22375 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17805 members 
Mstep: Class 19 contains 58590 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33225 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103573 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165544.000000 Penalty: 123466.296875
Iteration 261Q: 38 clusters Score -1.041655e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 118921 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6243 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96140 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 22374 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17798 members 
Mstep: Class 19 contains 58804 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33237 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36544 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103572 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165544.000000 Penalty: 123466.296875
Iteration 262Q: 38 clusters Score -1.041655e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 118846 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6230 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96109 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 22373 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17793 members 
Mstep: Class 19 contains 59010 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33252 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103554 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165608.000000 Penalty: 123466.296875
Iteration 263Q: 38 clusters Score -1.041656e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118765 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96080 members 
Mstep: Class 14 contains 14956 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17795 members 
Mstep: Class 19 contains 59211 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33265 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103544 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165712.000000 Penalty: 123466.296875
Iteration 264Q: 38 clusters Score -1.041657e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118679 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6206 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 96018 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17797 members 
Mstep: Class 19 contains 59413 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33274 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103539 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165680.000000 Penalty: 123466.296875
Iteration 265Q: 38 clusters Score -1.041657e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118593 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42450 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95956 members 
Mstep: Class 14 contains 14960 members 
Mstep: Class 15 contains 22371 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17800 members 
Mstep: Class 19 contains 59602 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 33282 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25229 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36534 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103559 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165840.000000 Penalty: 123466.296875
Iteration 266Q: 38 clusters Score -1.041658e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118522 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95899 members 
Mstep: Class 14 contains 14954 members 
Mstep: Class 15 contains 22362 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 17795 members 
Mstep: Class 19 contains 59779 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33296 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36535 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103594 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165736.000000 Penalty: 123466.296875
Iteration 267Q: 38 clusters Score -1.041657e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118460 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95820 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 22354 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 59941 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33309 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25226 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103641 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165928.000000 Penalty: 123466.296875
Iteration 268Q: 38 clusters Score -1.041659e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118402 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95760 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22353 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 17788 members 
Mstep: Class 19 contains 60112 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33320 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36530 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103659 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165768.000000 Penalty: 123466.296875
Iteration 269Q: 38 clusters Score -1.041658e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118309 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95711 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22354 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 60305 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33338 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36523 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103678 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165872.000000 Penalty: 123466.296875
Iteration 270Q: 38 clusters Score -1.041659e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118225 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6102 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95676 members 
Mstep: Class 14 contains 14965 members 
Mstep: Class 15 contains 22349 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 17785 members 
Mstep: Class 19 contains 60493 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33350 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103664 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166024.000000 Penalty: 123466.296875
Iteration 271Q: 38 clusters Score -1.04166e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118137 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6087 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95662 members 
Mstep: Class 14 contains 14969 members 
Mstep: Class 15 contains 22349 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17781 members 
Mstep: Class 19 contains 60684 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33359 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103625 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166160.000000 Penalty: 123466.296875
Iteration 272Q: 38 clusters Score -1.041662e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 118046 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95632 members 
Mstep: Class 14 contains 14966 members 
Mstep: Class 15 contains 22353 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17782 members 
Mstep: Class 19 contains 60880 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33367 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103593 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166184.000000 Penalty: 123466.296875
Iteration 273Q: 38 clusters Score -1.041662e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117954 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95587 members 
Mstep: Class 14 contains 14964 members 
Mstep: Class 15 contains 22359 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17792 members 
Mstep: Class 19 contains 61045 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33379 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103576 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166360.000000 Penalty: 123466.296875
Iteration 274Q: 38 clusters Score -1.041664e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117890 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6052 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95545 members 
Mstep: Class 14 contains 14960 members 
Mstep: Class 15 contains 22365 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17790 members 
Mstep: Class 19 contains 61223 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33396 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103533 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166296.000000 Penalty: 123466.296875
Iteration 275Q: 38 clusters Score -1.041663e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117843 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95508 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 22369 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17788 members 
Mstep: Class 19 contains 61410 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33412 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103462 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166320.000000 Penalty: 123466.296875
Iteration 276Q: 38 clusters Score -1.041663e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117795 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6032 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95488 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 22371 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17782 members 
Mstep: Class 19 contains 61579 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33425 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36517 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103404 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166400.000000 Penalty: 123466.296875
Iteration 277Q: 38 clusters Score -1.041664e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117737 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22377 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17780 members 
Mstep: Class 19 contains 61734 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33441 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 36513 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103342 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166328.000000 Penalty: 123466.296875
Iteration 278Q: 38 clusters Score -1.041663e+08 nChanged 553
Entering ConstructFrom: 
Score: -104166328.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (12270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Entering Unmasked Estep 
Score: -1901727.750000 Penalty: 2334.898193
	Iteration 0F: 2 clusters Score -1901728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1892574.375000 Penalty: 4669.796387
	Iteration 0F: 3 clusters Score -1892574 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1895373.750000 Penalty: 4669.796387
	Iteration 1F: 3 clusters Score -1895374 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1895667.375000 Penalty: 4669.796387
	Iteration 2F: 3 clusters Score -1895667 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1895872.250000 Penalty: 4669.796387
	Iteration 3Q: 3 clusters Score -1895872 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1896031.125000 Penalty: 4669.796387
	Iteration 4Q: 3 clusters Score -1896031 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1896207.875000 Penalty: 4669.796387
	Iteration 5Q: 3 clusters Score -1896208 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1896375.250000 Penalty: 4669.796387
	Iteration 6Q: 3 clusters Score -1896375 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1896556.500000 Penalty: 4669.796387
	Iteration 7Q: 3 clusters Score -1896556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1896767.500000 Penalty: 4669.796387
	Iteration 8Q: 3 clusters Score -1896768 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1897023.000000 Penalty: 4669.796387
	Iteration 9Q: 3 clusters Score -1897023 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1897279.750000 Penalty: 4669.796387
	Iteration 10Q: 3 clusters Score -1897280 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1897568.875000 Penalty: 4669.796387
	Iteration 11Q: 3 clusters Score -1897569 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1897899.000000 Penalty: 4669.796387
	Iteration 12Q: 3 clusters Score -1897899 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1898250.000000 Penalty: 4669.796387
	Iteration 13Q: 3 clusters Score -1898250 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1898570.125000 Penalty: 4669.796387
	Iteration 14Q: 3 clusters Score -1898570 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1898842.500000 Penalty: 4669.796387
	Iteration 15Q: 3 clusters Score -1898842 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1899105.500000 Penalty: 4669.796387
	Iteration 16Q: 3 clusters Score -1899106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1899270.250000 Penalty: 4669.796387
	Iteration 17Q: 3 clusters Score -1899270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1899392.000000 Penalty: 4669.796387
	Iteration 18Q: 3 clusters Score -1899392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1899503.500000 Penalty: 4669.796387
	Iteration 19Q: 3 clusters Score -1899504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1899578.375000 Penalty: 4669.796387
	Iteration 20F: 3 clusters Score -1899578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1899630.625000 Penalty: 4669.796387
	Iteration 21Q: 3 clusters Score -1899631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1899669.875000 Penalty: 4669.796387
	Iteration 22Q: 3 clusters Score -1899670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1899692.125000 Penalty: 4669.796387
	Iteration 23Q: 3 clusters Score -1899692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1899711.250000 Penalty: 4669.796387
	Iteration 24Q: 3 clusters Score -1899711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1899726.375000 Penalty: 4669.796387
	Iteration 25Q: 3 clusters Score -1899726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1899739.125000 Penalty: 4669.796387
	Iteration 26Q: 3 clusters Score -1899739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1899754.000000 Penalty: 4669.796387
	Iteration 27Q: 3 clusters Score -1899754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1899758.250000 Penalty: 4669.796387
	Iteration 28Q: 3 clusters Score -1899758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1899760.500000 Penalty: 4669.796387
	Iteration 29Q: 3 clusters Score -1899760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1899760.250000 Penalty: 4669.796387
	Iteration 30Q: 3 clusters Score -1899760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1899760.250000 Penalty: 4669.796387
	Iteration 31F: 3 clusters Score -1899760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -304120.656250 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -304120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301444.531250 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -301444.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -301930.000000 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -301930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -302062.750000 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -302062.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -302148.468750 Penalty: 3782.778809
	Iteration 3Q: 3 clusters Score -302148.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -302202.875000 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -302202.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -302267.812500 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -302267.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -302305.406250 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -302305.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -302328.625000 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -302328.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -302356.406250 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -302356.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -302384.500000 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -302384.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -302404.843750 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -302404.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -302416.343750 Penalty: 3782.778809
	Iteration 11Q: 3 clusters Score -302416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -302424.093750 Penalty: 3782.778809
	Iteration 12Q: 3 clusters Score -302424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -302431.843750 Penalty: 3782.778809
	Iteration 13Q: 3 clusters Score -302431.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -302439.593750 Penalty: 3782.778809
	Iteration 14Q: 3 clusters Score -302439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -302449.062500 Penalty: 3782.778809
	Iteration 15Q: 3 clusters Score -302449.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -302459.312500 Penalty: 3782.778809
	Iteration 16Q: 3 clusters Score -302459.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -302470.250000 Penalty: 3782.778809
	Iteration 17Q: 3 clusters Score -302470.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -302478.343750 Penalty: 3782.778809
	Iteration 18Q: 3 clusters Score -302478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -302486.906250 Penalty: 3782.778809
	Iteration 19Q: 3 clusters Score -302486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -302495.625000 Penalty: 3782.778809
	Iteration 20F: 3 clusters Score -302495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -302501.781250 Penalty: 3782.778809
	Iteration 21Q: 3 clusters Score -302501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -302510.562500 Penalty: 3782.778809
	Iteration 22Q: 3 clusters Score -302510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -302523.031250 Penalty: 3782.778809
	Iteration 23Q: 3 clusters Score -302523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -302528.656250 Penalty: 3782.778809
	Iteration 24Q: 3 clusters Score -302528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -302530.562500 Penalty: 3782.778809
	Iteration 25Q: 3 clusters Score -302530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -302531.937500 Penalty: 3782.778809
	Iteration 26Q: 3 clusters Score -302531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -302533.000000 Penalty: 3782.778809
	Iteration 27Q: 3 clusters Score -302533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -302533.000000 Penalty: 3782.778809
	Iteration 28F: 3 clusters Score -302533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (117663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Entering Unmasked Estep 
Score: -18101544.000000 Penalty: 2895.543945
	Iteration 0F: 2 clusters Score -1.810154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -18024500.000000 Penalty: 5791.087891
	Iteration 0F: 3 clusters Score -1.80245e+07 nChanged 55821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -18056262.000000 Penalty: 5791.087891
	Iteration 1F: 3 clusters Score -1.805626e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -18056828.000000 Penalty: 5791.087891
	Iteration 2Q: 3 clusters Score -1.805683e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -18057444.000000 Penalty: 5791.087891
	Iteration 3Q: 3 clusters Score -1.805744e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -18058424.000000 Penalty: 5791.087891
	Iteration 4Q: 3 clusters Score -1.805842e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -18059754.000000 Penalty: 5791.087891
	Iteration 5Q: 3 clusters Score -1.805975e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -18061724.000000 Penalty: 5791.087891
	Iteration 6Q: 3 clusters Score -1.806172e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -18064696.000000 Penalty: 5791.087891
	Iteration 7Q: 3 clusters Score -1.80647e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -18068908.000000 Penalty: 5791.087891
	Iteration 8F: 3 clusters Score -1.806891e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -18073944.000000 Penalty: 5791.087891
	Iteration 9F: 3 clusters Score -1.807394e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -18079262.000000 Penalty: 5791.087891
	Iteration 10F: 3 clusters Score -1.807926e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -18084336.000000 Penalty: 5791.087891
	Iteration 11F: 3 clusters Score -1.808434e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 98632 members 
Entering Unmasked Estep 
Score: -18088368.000000 Penalty: 5791.087891
	Iteration 12Q: 3 clusters Score -1.808837e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
Score: -18091342.000000 Penalty: 5791.087891
	Iteration 13Q: 3 clusters Score -1.809134e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -18093616.000000 Penalty: 5791.087891
	Iteration 14Q: 3 clusters Score -1.809362e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -18095152.000000 Penalty: 5791.087891
	Iteration 15Q: 3 clusters Score -1.809515e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -18096390.000000 Penalty: 5791.087891
	Iteration 16Q: 3 clusters Score -1.809639e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -18097198.000000 Penalty: 5791.087891
	Iteration 17Q: 3 clusters Score -1.80972e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -18097844.000000 Penalty: 5791.087891
	Iteration 18Q: 3 clusters Score -1.809784e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -18098306.000000 Penalty: 5791.087891
	Iteration 19Q: 3 clusters Score -1.809831e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 115601 members 
Entering Unmasked Estep 
Score: -18098548.000000 Penalty: 5791.087891
	Iteration 20F: 3 clusters Score -1.809855e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -18098718.000000 Penalty: 5791.087891
	Iteration 21Q: 3 clusters Score -1.809872e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -18098848.000000 Penalty: 5791.087891
	Iteration 22Q: 3 clusters Score -1.809885e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -18099002.000000 Penalty: 5791.087891
	Iteration 23Q: 3 clusters Score -1.8099e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -18099056.000000 Penalty: 5791.087891
	Iteration 24Q: 3 clusters Score -1.809906e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -18099162.000000 Penalty: 5791.087891
	Iteration 25Q: 3 clusters Score -1.809916e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 116836 members 
Entering Unmasked Estep 
Score: -18099188.000000 Penalty: 5791.087891
	Iteration 26Q: 3 clusters Score -1.809919e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 116882 members 
Entering Unmasked Estep 
Score: -18099212.000000 Penalty: 5791.087891
	Iteration 27Q: 3 clusters Score -1.809921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -18099246.000000 Penalty: 5791.087891
	Iteration 28Q: 3 clusters Score -1.809925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -18099256.000000 Penalty: 5791.087891
	Iteration 29Q: 3 clusters Score -1.809926e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -18099262.000000 Penalty: 5791.087891
	Iteration 30Q: 3 clusters Score -1.809926e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -18099274.000000 Penalty: 5791.087891
	Iteration 31Q: 3 clusters Score -1.809927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 116982 members 
Entering Unmasked Estep 
Score: -18099272.000000 Penalty: 5791.087891
	Iteration 32Q: 3 clusters Score -1.809927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 116992 members 
Entering Unmasked Estep 
Score: -18099294.000000 Penalty: 5791.087891
	Iteration 33Q: 3 clusters Score -1.809929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -18099290.000000 Penalty: 5791.087891
	Iteration 34Q: 3 clusters Score -1.809929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 117005 members 
Entering Unmasked Estep 
Score: -18099304.000000 Penalty: 5791.087891
	Iteration 35Q: 3 clusters Score -1.80993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -18099318.000000 Penalty: 5791.087891
	Iteration 36Q: 3 clusters Score -1.809932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 117032 members 
Entering Unmasked Estep 
Score: -18099342.000000 Penalty: 5791.087891
	Iteration 37Q: 3 clusters Score -1.809934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -18099342.000000 Penalty: 5791.087891
	Iteration 38Q: 3 clusters Score -1.809934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 117050 members 
Entering Unmasked Estep 
Score: -18099356.000000 Penalty: 5791.087891
	Iteration 39Q: 3 clusters Score -1.809936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -18099360.000000 Penalty: 5791.087891
	Iteration 40F: 3 clusters Score -1.809936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -18099370.000000 Penalty: 5791.087891
	Iteration 41Q: 3 clusters Score -1.809937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -18099372.000000 Penalty: 5791.087891
	Iteration 42Q: 3 clusters Score -1.809937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 117064 members 
Entering Unmasked Estep 
Score: -18099364.000000 Penalty: 5791.087891
	Iteration 43Q: 3 clusters Score -1.809936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -18099382.000000 Penalty: 5791.087891
	Iteration 44Q: 3 clusters Score -1.809938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -18099404.000000 Penalty: 5791.087891
	Iteration 45Q: 3 clusters Score -1.80994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -18099392.000000 Penalty: 5791.087891
	Iteration 46Q: 3 clusters Score -1.809939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -18099394.000000 Penalty: 5791.087891
	Iteration 47Q: 3 clusters Score -1.809939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -18099390.000000 Penalty: 5791.087891
	Iteration 48Q: 3 clusters Score -1.809939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -18099390.000000 Penalty: 5791.087891
	Iteration 49F: 3 clusters Score -1.809939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17673.050781 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17673.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17965.437500 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17965.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18197.265625 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -18197.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18497.171875 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -18497.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18517.599609 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18517.599609 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -18517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 122 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103265 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 80 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104164208.000000 Penalty: 126803.226562
Splitting cluster 4 changes total score from -104166328.000000 to -104164208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Entering Unmasked Estep 
Score: -6525015.000000 Penalty: 2642.719971
	Iteration 0F: 2 clusters Score -6525015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -6496378.000000 Penalty: 5285.439941
	Iteration 0F: 3 clusters Score -6496378 nChanged 19452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -6507233.000000 Penalty: 5285.439941
	Iteration 1F: 3 clusters Score -6507233 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6508425.000000 Penalty: 5285.439941
	Iteration 2F: 3 clusters Score -6508425 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -6510031.000000 Penalty: 5285.439941
	Iteration 3F: 3 clusters Score -6510031 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -6511924.500000 Penalty: 5285.439941
	Iteration 4F: 3 clusters Score -6511924 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6513922.000000 Penalty: 5285.439941
	Iteration 5F: 3 clusters Score -6513922 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -6515616.000000 Penalty: 5285.439941
	Iteration 6F: 3 clusters Score -6515616 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6516904.500000 Penalty: 5285.439941
	Iteration 7F: 3 clusters Score -6516904 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6517687.000000 Penalty: 5285.439941
	Iteration 8Q: 3 clusters Score -6517687 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -6518263.500000 Penalty: 5285.439941
	Iteration 9Q: 3 clusters Score -6518264 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6518788.500000 Penalty: 5285.439941
	Iteration 10Q: 3 clusters Score -6518788 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -6519135.500000 Penalty: 5285.439941
	Iteration 11Q: 3 clusters Score -6519136 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -6519496.000000 Penalty: 5285.439941
	Iteration 12Q: 3 clusters Score -6519496 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -6519918.000000 Penalty: 5285.439941
	Iteration 13Q: 3 clusters Score -6519918 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6520275.500000 Penalty: 5285.439941
	Iteration 14Q: 3 clusters Score -6520276 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -6520651.500000 Penalty: 5285.439941
	Iteration 15Q: 3 clusters Score -6520652 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -6520991.000000 Penalty: 5285.439941
	Iteration 16Q: 3 clusters Score -6520991 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -6521274.500000 Penalty: 5285.439941
	Iteration 17Q: 3 clusters Score -6521274 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -6521546.000000 Penalty: 5285.439941
	Iteration 18Q: 3 clusters Score -6521546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -6521775.500000 Penalty: 5285.439941
	Iteration 19Q: 3 clusters Score -6521776 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -6521960.500000 Penalty: 5285.439941
	Iteration 20F: 3 clusters Score -6521960 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -6522107.000000 Penalty: 5285.439941
	Iteration 21Q: 3 clusters Score -6522107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -6522217.000000 Penalty: 5285.439941
	Iteration 22Q: 3 clusters Score -6522217 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -6522297.000000 Penalty: 5285.439941
	Iteration 23Q: 3 clusters Score -6522297 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -6522372.500000 Penalty: 5285.439941
	Iteration 24Q: 3 clusters Score -6522372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6522422.500000 Penalty: 5285.439941
	Iteration 25Q: 3 clusters Score -6522422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6522462.500000 Penalty: 5285.439941
	Iteration 26Q: 3 clusters Score -6522462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -6522500.000000 Penalty: 5285.439941
	Iteration 27Q: 3 clusters Score -6522500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -6522519.000000 Penalty: 5285.439941
	Iteration 28Q: 3 clusters Score -6522519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -6522535.500000 Penalty: 5285.439941
	Iteration 29Q: 3 clusters Score -6522536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6522558.000000 Penalty: 5285.439941
	Iteration 30Q: 3 clusters Score -6522558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6522571.500000 Penalty: 5285.439941
	Iteration 31Q: 3 clusters Score -6522572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -6522595.500000 Penalty: 5285.439941
	Iteration 32Q: 3 clusters Score -6522596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -6522621.000000 Penalty: 5285.439941
	Iteration 33Q: 3 clusters Score -6522621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -6522639.500000 Penalty: 5285.439941
	Iteration 34Q: 3 clusters Score -6522640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -6522650.000000 Penalty: 5285.439941
	Iteration 35Q: 3 clusters Score -6522650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6522656.500000 Penalty: 5285.439941
	Iteration 36Q: 3 clusters Score -6522656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -6522675.500000 Penalty: 5285.439941
	Iteration 37Q: 3 clusters Score -6522676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -6522689.500000 Penalty: 5285.439941
	Iteration 38Q: 3 clusters Score -6522690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -6522704.000000 Penalty: 5285.439941
	Iteration 39Q: 3 clusters Score -6522704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6522712.500000 Penalty: 5285.439941
	Iteration 40F: 3 clusters Score -6522712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -6522731.000000 Penalty: 5285.439941
	Iteration 41Q: 3 clusters Score -6522731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6522731.000000 Penalty: 5285.439941
	Iteration 42Q: 3 clusters Score -6522731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -6522736.500000 Penalty: 5285.439941
	Iteration 43Q: 3 clusters Score -6522736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -6522741.000000 Penalty: 5285.439941
	Iteration 44Q: 3 clusters Score -6522741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -6522748.500000 Penalty: 5285.439941
	Iteration 45Q: 3 clusters Score -6522748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -6522754.000000 Penalty: 5285.439941
	Iteration 46Q: 3 clusters Score -6522754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -6522743.500000 Penalty: 5285.439941
	Iteration 47Q: 3 clusters Score -6522744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6522746.000000 Penalty: 5285.439941
	Iteration 48Q: 3 clusters Score -6522746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -6522755.500000 Penalty: 5285.439941
	Iteration 49Q: 3 clusters Score -6522756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -6522760.000000 Penalty: 5285.439941
	Iteration 50Q: 3 clusters Score -6522760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -6522758.000000 Penalty: 5285.439941
	Iteration 51Q: 3 clusters Score -6522758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -6522756.000000 Penalty: 5285.439941
	Iteration 52Q: 3 clusters Score -6522756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6522765.000000 Penalty: 5285.439941
	Iteration 53Q: 3 clusters Score -6522765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6522758.500000 Penalty: 5285.439941
	Iteration 54Q: 3 clusters Score -6522758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -6522764.500000 Penalty: 5285.439941
	Iteration 55Q: 3 clusters Score -6522764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6522767.000000 Penalty: 5285.439941
	Iteration 56Q: 3 clusters Score -6522767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6522767.000000 Penalty: 5285.439941
	Iteration 57F: 3 clusters Score -6522767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -322901.843750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -322901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -320076.593750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -320076.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -320690.781250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -320690.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -320932.031250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -320932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -321126.187500 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -321126.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321297.875000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -321297.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321439.375000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -321439.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321507.562500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -321507.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321588.093750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -321588.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -321667.906250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -321667.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -321760.843750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -321760.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -321845.125000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -321845.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321911.562500 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -321911.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -321961.406250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -321961.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -322007.468750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -322007.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -322062.812500 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -322062.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -322106.218750 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -322106.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -322142.843750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -322142.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -322163.531250 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -322163.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -322175.031250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -322175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -322180.875000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -322180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -322190.593750 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -322190.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -322198.812500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -322198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -322205.250000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -322205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322206.687500 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -322206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322207.718750 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -322207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322207.843750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -322207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -322209.250000 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -322209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -322210.875000 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -322210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -322212.812500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -322212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -322213.312500 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -322213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -322214.750000 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -322214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322214.968750 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -322215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322214.968750 Penalty: 3838.722168
	Iteration 32F: 3 clusters Score -322215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -1747920.500000 Penalty: 2320.458984
	Iteration 0F: 2 clusters Score -1747920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1739322.250000 Penalty: 4640.917969
	Iteration 0F: 3 clusters Score -1739322 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1741829.375000 Penalty: 4640.917969
	Iteration 1F: 3 clusters Score -1741829 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1742210.500000 Penalty: 4640.917969
	Iteration 2F: 3 clusters Score -1742210 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1742500.250000 Penalty: 4640.917969
	Iteration 3F: 3 clusters Score -1742500 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1742729.625000 Penalty: 4640.917969
	Iteration 4Q: 3 clusters Score -1742730 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1742918.375000 Penalty: 4640.917969
	Iteration 5Q: 3 clusters Score -1742918 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1743115.625000 Penalty: 4640.917969
	Iteration 6Q: 3 clusters Score -1743116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1743266.125000 Penalty: 4640.917969
	Iteration 7Q: 3 clusters Score -1743266 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1743387.625000 Penalty: 4640.917969
	Iteration 8Q: 3 clusters Score -1743388 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1743493.625000 Penalty: 4640.917969
	Iteration 9Q: 3 clusters Score -1743494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1743595.750000 Penalty: 4640.917969
	Iteration 10Q: 3 clusters Score -1743596 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1743715.875000 Penalty: 4640.917969
	Iteration 11Q: 3 clusters Score -1743716 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1743845.000000 Penalty: 4640.917969
	Iteration 12Q: 3 clusters Score -1743845 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1743969.250000 Penalty: 4640.917969
	Iteration 13Q: 3 clusters Score -1743969 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1744103.750000 Penalty: 4640.917969
	Iteration 14Q: 3 clusters Score -1744104 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1744243.750000 Penalty: 4640.917969
	Iteration 15Q: 3 clusters Score -1744244 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1744380.250000 Penalty: 4640.917969
	Iteration 16Q: 3 clusters Score -1744380 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1744519.000000 Penalty: 4640.917969
	Iteration 17Q: 3 clusters Score -1744519 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1744657.250000 Penalty: 4640.917969
	Iteration 18Q: 3 clusters Score -1744657 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1744782.125000 Penalty: 4640.917969
	Iteration 19Q: 3 clusters Score -1744782 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1744903.125000 Penalty: 4640.917969
	Iteration 20F: 3 clusters Score -1744903 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1745037.875000 Penalty: 4640.917969
	Iteration 21Q: 3 clusters Score -1745038 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1745170.750000 Penalty: 4640.917969
	Iteration 22Q: 3 clusters Score -1745171 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1745278.875000 Penalty: 4640.917969
	Iteration 23Q: 3 clusters Score -1745279 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1745382.125000 Penalty: 4640.917969
	Iteration 24Q: 3 clusters Score -1745382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1745478.500000 Penalty: 4640.917969
	Iteration 25Q: 3 clusters Score -1745478 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1745579.750000 Penalty: 4640.917969
	Iteration 26Q: 3 clusters Score -1745580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1745648.375000 Penalty: 4640.917969
	Iteration 27Q: 3 clusters Score -1745648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1745723.000000 Penalty: 4640.917969
	Iteration 28Q: 3 clusters Score -1745723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1745794.875000 Penalty: 4640.917969
	Iteration 29Q: 3 clusters Score -1745795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1745863.125000 Penalty: 4640.917969
	Iteration 30Q: 3 clusters Score -1745863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1745929.500000 Penalty: 4640.917969
	Iteration 31Q: 3 clusters Score -1745930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1745976.000000 Penalty: 4640.917969
	Iteration 32Q: 3 clusters Score -1745976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1746010.500000 Penalty: 4640.917969
	Iteration 33Q: 3 clusters Score -1746010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1746036.500000 Penalty: 4640.917969
	Iteration 34Q: 3 clusters Score -1746036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1746053.250000 Penalty: 4640.917969
	Iteration 35Q: 3 clusters Score -1746053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1746067.875000 Penalty: 4640.917969
	Iteration 36Q: 3 clusters Score -1746068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1746079.250000 Penalty: 4640.917969
	Iteration 37Q: 3 clusters Score -1746079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1746089.000000 Penalty: 4640.917969
	Iteration 38Q: 3 clusters Score -1746089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1746098.375000 Penalty: 4640.917969
	Iteration 39Q: 3 clusters Score -1746098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1746106.625000 Penalty: 4640.917969
	Iteration 40F: 3 clusters Score -1746107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1746113.875000 Penalty: 4640.917969
	Iteration 41Q: 3 clusters Score -1746114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1746118.625000 Penalty: 4640.917969
	Iteration 42Q: 3 clusters Score -1746119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1746121.750000 Penalty: 4640.917969
	Iteration 43Q: 3 clusters Score -1746122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1746132.250000 Penalty: 4640.917969
	Iteration 44Q: 3 clusters Score -1746132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1746128.625000 Penalty: 4640.917969
	Iteration 45Q: 3 clusters Score -1746129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1746138.125000 Penalty: 4640.917969
	Iteration 46Q: 3 clusters Score -1746138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1746143.375000 Penalty: 4640.917969
	Iteration 47Q: 3 clusters Score -1746143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1746146.875000 Penalty: 4640.917969
	Iteration 48Q: 3 clusters Score -1746147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1746148.875000 Penalty: 4640.917969
	Iteration 49Q: 3 clusters Score -1746149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1746149.875000 Penalty: 4640.917969
	Iteration 50Q: 3 clusters Score -1746150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1746149.875000 Penalty: 4640.917969
	Iteration 51F: 3 clusters Score -1746150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -719017.125000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -719017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -714599.125000 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -714599.1 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -715917.937500 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -715917.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -716561.875000 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -716561.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -717193.937500 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -717193.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -717747.750000 Penalty: 4214.000977
	Iteration 4F: 3 clusters Score -717747.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -718069.187500 Penalty: 4214.000977
	Iteration 5F: 3 clusters Score -718069.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -718207.875000 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -718207.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -718267.250000 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -718267.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -718294.937500 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -718294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -718308.250000 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -718308.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -718315.312500 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -718315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -718318.937500 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -718318.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -718322.562500 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -718322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -718323.875000 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -718323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -718326.687500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -718326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -718330.062500 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -718330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -718331.437500 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -718331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -718331.625000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -718331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -718331.625000 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -718331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -718331.687500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -718331.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -718331.687500 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -718331.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -923219.125000 Penalty: 2157.065918
	Iteration 0F: 2 clusters Score -923219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -918092.687500 Penalty: 4314.131836
	Iteration 0F: 3 clusters Score -918092.7 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -919382.500000 Penalty: 4314.131836
	Iteration 1F: 3 clusters Score -919382.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -919641.375000 Penalty: 4314.131836
	Iteration 2F: 3 clusters Score -919641.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -919824.250000 Penalty: 4314.131836
	Iteration 3F: 3 clusters Score -919824.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -919951.562500 Penalty: 4314.131836
	Iteration 4Q: 3 clusters Score -919951.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -920051.187500 Penalty: 4314.131836
	Iteration 5Q: 3 clusters Score -920051.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -920159.937500 Penalty: 4314.131836
	Iteration 6Q: 3 clusters Score -920159.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -920276.125000 Penalty: 4314.131836
	Iteration 7Q: 3 clusters Score -920276.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -920389.375000 Penalty: 4314.131836
	Iteration 8Q: 3 clusters Score -920389.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -920494.250000 Penalty: 4314.131836
	Iteration 9Q: 3 clusters Score -920494.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -920615.437500 Penalty: 4314.131836
	Iteration 10Q: 3 clusters Score -920615.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -920746.375000 Penalty: 4314.131836
	Iteration 11Q: 3 clusters Score -920746.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -920867.875000 Penalty: 4314.131836
	Iteration 12Q: 3 clusters Score -920867.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -920993.500000 Penalty: 4314.131836
	Iteration 13Q: 3 clusters Score -920993.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -921140.875000 Penalty: 4314.131836
	Iteration 14Q: 3 clusters Score -921140.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -921255.125000 Penalty: 4314.131836
	Iteration 15Q: 3 clusters Score -921255.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -921343.000000 Penalty: 4314.131836
	Iteration 16Q: 3 clusters Score -921343 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -921416.875000 Penalty: 4314.131836
	Iteration 17Q: 3 clusters Score -921416.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -921478.625000 Penalty: 4314.131836
	Iteration 18Q: 3 clusters Score -921478.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -921528.812500 Penalty: 4314.131836
	Iteration 19Q: 3 clusters Score -921528.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -921578.250000 Penalty: 4314.131836
	Iteration 20F: 3 clusters Score -921578.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -921617.125000 Penalty: 4314.131836
	Iteration 21Q: 3 clusters Score -921617.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -921640.937500 Penalty: 4314.131836
	Iteration 22Q: 3 clusters Score -921640.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -921647.812500 Penalty: 4314.131836
	Iteration 23Q: 3 clusters Score -921647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -921660.000000 Penalty: 4314.131836
	Iteration 24Q: 3 clusters Score -921660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -921668.625000 Penalty: 4314.131836
	Iteration 25Q: 3 clusters Score -921668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -921671.437500 Penalty: 4314.131836
	Iteration 26Q: 3 clusters Score -921671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -921674.812500 Penalty: 4314.131836
	Iteration 27Q: 3 clusters Score -921674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -921675.625000 Penalty: 4314.131836
	Iteration 28Q: 3 clusters Score -921675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -921674.812500 Penalty: 4314.131836
	Iteration 29Q: 3 clusters Score -921674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -921675.375000 Penalty: 4314.131836
	Iteration 30Q: 3 clusters Score -921675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -921676.812500 Penalty: 4314.131836
	Iteration 31Q: 3 clusters Score -921676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -921676.375000 Penalty: 4314.131836
	Iteration 32Q: 3 clusters Score -921676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -921677.062500 Penalty: 4314.131836
	Iteration 33Q: 3 clusters Score -921677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -921677.562500 Penalty: 4314.131836
	Iteration 34Q: 3 clusters Score -921677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -921677.562500 Penalty: 4314.131836
	Iteration 35F: 3 clusters Score -921677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -367440.187500 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -367440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -364540.187500 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -364540.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -365200.125000 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -365200.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -365523.250000 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -365523.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -365830.468750 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -365830.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -366136.468750 Penalty: 3861.923828
	Iteration 4F: 3 clusters Score -366136.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366343.593750 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -366343.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -366495.156250 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -366495.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -366603.406250 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -366603.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -366657.718750 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -366657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -366681.218750 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -366681.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -366702.531250 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -366702.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -366714.781250 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -366714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -366722.000000 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -366722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -366729.281250 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -366729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -366734.187500 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -366734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -366735.906250 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -366735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -366737.218750 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -366737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -366742.500000 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -366742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -366750.625000 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -366750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -366771.000000 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -366771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -366782.843750 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -366782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -366790.156250 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -366790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -366795.593750 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -366795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -366798.875000 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -366798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -366800.437500 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -366800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -366801.437500 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -366801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -366801.437500 Penalty: 3861.923828
	Iteration 26F: 3 clusters Score -366801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Entering Unmasked Estep 
Score: -644512.625000 Penalty: 2083.140625
	Iteration 0F: 2 clusters Score -644512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -640358.500000 Penalty: 4166.281250
	Iteration 0F: 3 clusters Score -640358.5 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -641333.375000 Penalty: 4166.281250
	Iteration 1F: 3 clusters Score -641333.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -641525.250000 Penalty: 4166.281250
	Iteration 2F: 3 clusters Score -641525.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -641635.812500 Penalty: 4166.281250
	Iteration 3Q: 3 clusters Score -641635.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -641729.937500 Penalty: 4166.281250
	Iteration 4Q: 3 clusters Score -641729.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -641802.062500 Penalty: 4166.281250
	Iteration 5Q: 3 clusters Score -641802.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -641855.000000 Penalty: 4166.281250
	Iteration 6Q: 3 clusters Score -641855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -641898.875000 Penalty: 4166.281250
	Iteration 7Q: 3 clusters Score -641898.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -641935.812500 Penalty: 4166.281250
	Iteration 8Q: 3 clusters Score -641935.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -641958.250000 Penalty: 4166.281250
	Iteration 9Q: 3 clusters Score -641958.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -641981.687500 Penalty: 4166.281250
	Iteration 10Q: 3 clusters Score -641981.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -641999.000000 Penalty: 4166.281250
	Iteration 11Q: 3 clusters Score -641999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -642019.562500 Penalty: 4166.281250
	Iteration 12Q: 3 clusters Score -642019.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -642032.875000 Penalty: 4166.281250
	Iteration 13Q: 3 clusters Score -642032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -642043.312500 Penalty: 4166.281250
	Iteration 14Q: 3 clusters Score -642043.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -642053.437500 Penalty: 4166.281250
	Iteration 15Q: 3 clusters Score -642053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -642061.125000 Penalty: 4166.281250
	Iteration 16Q: 3 clusters Score -642061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -642071.250000 Penalty: 4166.281250
	Iteration 17Q: 3 clusters Score -642071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -642077.062500 Penalty: 4166.281250
	Iteration 18Q: 3 clusters Score -642077.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -642084.375000 Penalty: 4166.281250
	Iteration 19Q: 3 clusters Score -642084.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -642091.687500 Penalty: 4166.281250
	Iteration 20F: 3 clusters Score -642091.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -642099.937500 Penalty: 4166.281250
	Iteration 21Q: 3 clusters Score -642099.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -642109.062500 Penalty: 4166.281250
	Iteration 22Q: 3 clusters Score -642109.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -642118.000000 Penalty: 4166.281250
	Iteration 23Q: 3 clusters Score -642118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -642129.437500 Penalty: 4166.281250
	Iteration 24Q: 3 clusters Score -642129.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -642138.375000 Penalty: 4166.281250
	Iteration 25Q: 3 clusters Score -642138.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -642145.875000 Penalty: 4166.281250
	Iteration 26Q: 3 clusters Score -642145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -642148.250000 Penalty: 4166.281250
	Iteration 27Q: 3 clusters Score -642148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -642154.687500 Penalty: 4166.281250
	Iteration 28Q: 3 clusters Score -642154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -642161.437500 Penalty: 4166.281250
	Iteration 29Q: 3 clusters Score -642161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -642168.375000 Penalty: 4166.281250
	Iteration 30Q: 3 clusters Score -642168.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -642173.500000 Penalty: 4166.281250
	Iteration 31Q: 3 clusters Score -642173.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -642179.625000 Penalty: 4166.281250
	Iteration 32Q: 3 clusters Score -642179.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -642186.812500 Penalty: 4166.281250
	Iteration 33Q: 3 clusters Score -642186.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -642196.625000 Penalty: 4166.281250
	Iteration 34Q: 3 clusters Score -642196.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -642206.250000 Penalty: 4166.281250
	Iteration 35Q: 3 clusters Score -642206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -642215.312500 Penalty: 4166.281250
	Iteration 36Q: 3 clusters Score -642215.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -642223.562500 Penalty: 4166.281250
	Iteration 37Q: 3 clusters Score -642223.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -642229.750000 Penalty: 4166.281250
	Iteration 38Q: 3 clusters Score -642229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -642238.562500 Penalty: 4166.281250
	Iteration 39Q: 3 clusters Score -642238.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -642250.187500 Penalty: 4166.281250
	Iteration 40F: 3 clusters Score -642250.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -642258.125000 Penalty: 4166.281250
	Iteration 41Q: 3 clusters Score -642258.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -642263.375000 Penalty: 4166.281250
	Iteration 42Q: 3 clusters Score -642263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -642271.937500 Penalty: 4166.281250
	Iteration 43Q: 3 clusters Score -642271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -642277.687500 Penalty: 4166.281250
	Iteration 44Q: 3 clusters Score -642277.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -642286.937500 Penalty: 4166.281250
	Iteration 45Q: 3 clusters Score -642286.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -642295.687500 Penalty: 4166.281250
	Iteration 46Q: 3 clusters Score -642295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -642299.687500 Penalty: 4166.281250
	Iteration 47Q: 3 clusters Score -642299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -642304.125000 Penalty: 4166.281250
	Iteration 48Q: 3 clusters Score -642304.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -642310.437500 Penalty: 4166.281250
	Iteration 49Q: 3 clusters Score -642310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -642316.437500 Penalty: 4166.281250
	Iteration 50Q: 3 clusters Score -642316.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -642324.187500 Penalty: 4166.281250
	Iteration 51Q: 3 clusters Score -642324.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -642333.812500 Penalty: 4166.281250
	Iteration 52Q: 3 clusters Score -642333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -642342.875000 Penalty: 4166.281250
	Iteration 53Q: 3 clusters Score -642342.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -642351.875000 Penalty: 4166.281250
	Iteration 54Q: 3 clusters Score -642351.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -642359.562500 Penalty: 4166.281250
	Iteration 55Q: 3 clusters Score -642359.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -642371.187500 Penalty: 4166.281250
	Iteration 56Q: 3 clusters Score -642371.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -642387.062500 Penalty: 4166.281250
	Iteration 57Q: 3 clusters Score -642387.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -642414.312500 Penalty: 4166.281250
	Iteration 58Q: 3 clusters Score -642414.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -642447.250000 Penalty: 4166.281250
	Iteration 59Q: 3 clusters Score -642447.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -642483.312500 Penalty: 4166.281250
	Iteration 60F: 3 clusters Score -642483.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -642508.437500 Penalty: 4166.281250
	Iteration 61Q: 3 clusters Score -642508.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -642538.812500 Penalty: 4166.281250
	Iteration 62Q: 3 clusters Score -642538.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -642571.937500 Penalty: 4166.281250
	Iteration 63Q: 3 clusters Score -642571.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -642598.250000 Penalty: 4166.281250
	Iteration 64Q: 3 clusters Score -642598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -642627.437500 Penalty: 4166.281250
	Iteration 65Q: 3 clusters Score -642627.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -642652.750000 Penalty: 4166.281250
	Iteration 66Q: 3 clusters Score -642652.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -642682.250000 Penalty: 4166.281250
	Iteration 67Q: 3 clusters Score -642682.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -642714.437500 Penalty: 4166.281250
	Iteration 68Q: 3 clusters Score -642714.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -642750.625000 Penalty: 4166.281250
	Iteration 69Q: 3 clusters Score -642750.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -642785.000000 Penalty: 4166.281250
	Iteration 70Q: 3 clusters Score -642785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -642815.375000 Penalty: 4166.281250
	Iteration 71Q: 3 clusters Score -642815.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -642856.625000 Penalty: 4166.281250
	Iteration 72Q: 3 clusters Score -642856.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -642896.687500 Penalty: 4166.281250
	Iteration 73Q: 3 clusters Score -642896.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -642932.687500 Penalty: 4166.281250
	Iteration 74Q: 3 clusters Score -642932.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -642960.687500 Penalty: 4166.281250
	Iteration 75Q: 3 clusters Score -642960.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -642989.875000 Penalty: 4166.281250
	Iteration 76Q: 3 clusters Score -642989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -643012.750000 Penalty: 4166.281250
	Iteration 77Q: 3 clusters Score -643012.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -643033.187500 Penalty: 4166.281250
	Iteration 78Q: 3 clusters Score -643033.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -643056.625000 Penalty: 4166.281250
	Iteration 79Q: 3 clusters Score -643056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -643068.437500 Penalty: 4166.281250
	Iteration 80F: 3 clusters Score -643068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -643077.875000 Penalty: 4166.281250
	Iteration 81Q: 3 clusters Score -643077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -643088.625000 Penalty: 4166.281250
	Iteration 82Q: 3 clusters Score -643088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -643102.250000 Penalty: 4166.281250
	Iteration 83Q: 3 clusters Score -643102.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -643105.437500 Penalty: 4166.281250
	Iteration 84Q: 3 clusters Score -643105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -643112.750000 Penalty: 4166.281250
	Iteration 85Q: 3 clusters Score -643112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -643119.937500 Penalty: 4166.281250
	Iteration 86Q: 3 clusters Score -643119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -643123.562500 Penalty: 4166.281250
	Iteration 87Q: 3 clusters Score -643123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -643126.062500 Penalty: 4166.281250
	Iteration 88Q: 3 clusters Score -643126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -643128.750000 Penalty: 4166.281250
	Iteration 89Q: 3 clusters Score -643128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -643130.937500 Penalty: 4166.281250
	Iteration 90Q: 3 clusters Score -643130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -643132.062500 Penalty: 4166.281250
	Iteration 91Q: 3 clusters Score -643132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -643132.875000 Penalty: 4166.281250
	Iteration 92Q: 3 clusters Score -643132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -643133.562500 Penalty: 4166.281250
	Iteration 93Q: 3 clusters Score -643133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -643133.812500 Penalty: 4166.281250
	Iteration 94Q: 3 clusters Score -643133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -643133.812500 Penalty: 4166.281250
	Iteration 95F: 3 clusters Score -643133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93567.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -93567.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -92283.843750 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -92283.84 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -93535.445312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -93535.45 nChanged 79
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: -93781.765625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -93781.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -93874.187500 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -93874.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -93915.335938 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -93915.34 nChanged 3
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: -93934.851562 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -93934.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -93951.703125 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -93951.7 nChanged 2
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: -93966.726562 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -93966.73 nChanged 1
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: -93969.851562 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -93969.85 nChanged 2
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: -93975.984375 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -93975.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93996.726562 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -93996.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -93996.726562 Penalty: 3333.229248
	Iteration 11F: 3 clusters Score -93996.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103265 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 146 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104164936.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104166328.000000 to -104164936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (95482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Entering Unmasked Estep 
Score: -14731015.000000 Penalty: 2843.739746
	Iteration 0F: 2 clusters Score -1.473102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -14667387.000000 Penalty: 5687.479492
	Iteration 0F: 3 clusters Score -1.466739e+07 nChanged 45160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -14692869.000000 Penalty: 5687.479492
	Iteration 1F: 3 clusters Score -1.469287e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -14693676.000000 Penalty: 5687.479492
	Iteration 2Q: 3 clusters Score -1.469368e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -14694569.000000 Penalty: 5687.479492
	Iteration 3Q: 3 clusters Score -1.469457e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -14695806.000000 Penalty: 5687.479492
	Iteration 4Q: 3 clusters Score -1.469581e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -14697602.000000 Penalty: 5687.479492
	Iteration 5Q: 3 clusters Score -1.46976e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -14700086.000000 Penalty: 5687.479492
	Iteration 6F: 3 clusters Score -1.470009e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -14703893.000000 Penalty: 5687.479492
	Iteration 7F: 3 clusters Score -1.470389e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -14708566.000000 Penalty: 5687.479492
	Iteration 8F: 3 clusters Score -1.470857e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -14713517.000000 Penalty: 5687.479492
	Iteration 9F: 3 clusters Score -1.471352e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -14718360.000000 Penalty: 5687.479492
	Iteration 10F: 3 clusters Score -1.471836e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -14722419.000000 Penalty: 5687.479492
	Iteration 11F: 3 clusters Score -1.472242e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -14725262.000000 Penalty: 5687.479492
	Iteration 12Q: 3 clusters Score -1.472526e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14726982.000000 Penalty: 5687.479492
	Iteration 13Q: 3 clusters Score -1.472698e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -14727802.000000 Penalty: 5687.479492
	Iteration 14Q: 3 clusters Score -1.47278e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -14728158.000000 Penalty: 5687.479492
	Iteration 15Q: 3 clusters Score -1.472816e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14728319.000000 Penalty: 5687.479492
	Iteration 16Q: 3 clusters Score -1.472832e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14728391.000000 Penalty: 5687.479492
	Iteration 17Q: 3 clusters Score -1.472839e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14728437.000000 Penalty: 5687.479492
	Iteration 18Q: 3 clusters Score -1.472844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14728446.000000 Penalty: 5687.479492
	Iteration 19Q: 3 clusters Score -1.472845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14728467.000000 Penalty: 5687.479492
	Iteration 20F: 3 clusters Score -1.472847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14728484.000000 Penalty: 5687.479492
	Iteration 21Q: 3 clusters Score -1.472848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14728498.000000 Penalty: 5687.479492
	Iteration 22Q: 3 clusters Score -1.47285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14728508.000000 Penalty: 5687.479492
	Iteration 23Q: 3 clusters Score -1.472851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95178 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14728517.000000 Penalty: 5687.479492
	Iteration 24Q: 3 clusters Score -1.472852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14728509.000000 Penalty: 5687.479492
	Iteration 25Q: 3 clusters Score -1.472851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14728516.000000 Penalty: 5687.479492
	Iteration 26Q: 3 clusters Score -1.472852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14728516.000000 Penalty: 5687.479492
	Iteration 27F: 3 clusters Score -1.472852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Entering Unmasked Estep 
Score: -2268737.500000 Penalty: 2383.841797
	Iteration 0F: 2 clusters Score -2268738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2257905.250000 Penalty: 4767.683594
	Iteration 0F: 3 clusters Score -2257905 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2261675.250000 Penalty: 4767.683594
	Iteration 1F: 3 clusters Score -2261675 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2262713.000000 Penalty: 4767.683594
	Iteration 2F: 3 clusters Score -2262713 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2263991.500000 Penalty: 4767.683594
	Iteration 3F: 3 clusters Score -2263992 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2265289.000000 Penalty: 4767.683594
	Iteration 4F: 3 clusters Score -2265289 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2266376.500000 Penalty: 4767.683594
	Iteration 5F: 3 clusters Score -2266376 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2267012.000000 Penalty: 4767.683594
	Iteration 6F: 3 clusters Score -2267012 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2267325.750000 Penalty: 4767.683594
	Iteration 7Q: 3 clusters Score -2267326 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2267443.250000 Penalty: 4767.683594
	Iteration 8Q: 3 clusters Score -2267443 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2267511.500000 Penalty: 4767.683594
	Iteration 9Q: 3 clusters Score -2267512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2267562.250000 Penalty: 4767.683594
	Iteration 10Q: 3 clusters Score -2267562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2267595.000000 Penalty: 4767.683594
	Iteration 11Q: 3 clusters Score -2267595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2267617.000000 Penalty: 4767.683594
	Iteration 12Q: 3 clusters Score -2267617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2267632.500000 Penalty: 4767.683594
	Iteration 13Q: 3 clusters Score -2267632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2267645.500000 Penalty: 4767.683594
	Iteration 14Q: 3 clusters Score -2267646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2267660.000000 Penalty: 4767.683594
	Iteration 15Q: 3 clusters Score -2267660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2267667.250000 Penalty: 4767.683594
	Iteration 16Q: 3 clusters Score -2267667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2267666.750000 Penalty: 4767.683594
	Iteration 17Q: 3 clusters Score -2267667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2267669.000000 Penalty: 4767.683594
	Iteration 18Q: 3 clusters Score -2267669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2267668.250000 Penalty: 4767.683594
	Iteration 19Q: 3 clusters Score -2267668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2267672.000000 Penalty: 4767.683594
	Iteration 20F: 3 clusters Score -2267672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2267668.500000 Penalty: 4767.683594
	Iteration 21Q: 3 clusters Score -2267668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2267676.750000 Penalty: 4767.683594
	Iteration 22Q: 3 clusters Score -2267677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2267683.500000 Penalty: 4767.683594
	Iteration 23Q: 3 clusters Score -2267684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2267687.500000 Penalty: 4767.683594
	Iteration 24Q: 3 clusters Score -2267688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2267686.250000 Penalty: 4767.683594
	Iteration 25Q: 3 clusters Score -2267686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2267685.750000 Penalty: 4767.683594
	Iteration 26Q: 3 clusters Score -2267686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2267685.250000 Penalty: 4767.683594
	Iteration 27Q: 3 clusters Score -2267685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2267687.000000 Penalty: 4767.683594
	Iteration 28Q: 3 clusters Score -2267687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2267687.000000 Penalty: 4767.683594
	Iteration 29Q: 3 clusters Score -2267687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2267685.500000 Penalty: 4767.683594
	Iteration 30Q: 3 clusters Score -2267686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2267686.750000 Penalty: 4767.683594
	Iteration 31Q: 3 clusters Score -2267687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2267686.750000 Penalty: 4767.683594
	Iteration 32F: 3 clusters Score -2267687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Entering Unmasked Estep 
Score: -3229437.750000 Penalty: 2483.904541
	Iteration 0F: 2 clusters Score -3229438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3213879.500000 Penalty: 4967.809082
	Iteration 0F: 3 clusters Score -3213880 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3219675.750000 Penalty: 4967.809082
	Iteration 1F: 3 clusters Score -3219676 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3220661.250000 Penalty: 4967.809082
	Iteration 2F: 3 clusters Score -3220661 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3221692.500000 Penalty: 4967.809082
	Iteration 3F: 3 clusters Score -3221692 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3222729.750000 Penalty: 4967.809082
	Iteration 4F: 3 clusters Score -3222730 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3223661.500000 Penalty: 4967.809082
	Iteration 5F: 3 clusters Score -3223662 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3224277.500000 Penalty: 4967.809082
	Iteration 6F: 3 clusters Score -3224278 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3224658.500000 Penalty: 4967.809082
	Iteration 7Q: 3 clusters Score -3224658 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3224922.000000 Penalty: 4967.809082
	Iteration 8Q: 3 clusters Score -3224922 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3225063.000000 Penalty: 4967.809082
	Iteration 9Q: 3 clusters Score -3225063 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3225151.500000 Penalty: 4967.809082
	Iteration 10Q: 3 clusters Score -3225152 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3225221.250000 Penalty: 4967.809082
	Iteration 11Q: 3 clusters Score -3225221 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3225286.000000 Penalty: 4967.809082
	Iteration 12Q: 3 clusters Score -3225286 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3225341.250000 Penalty: 4967.809082
	Iteration 13Q: 3 clusters Score -3225341 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3225379.750000 Penalty: 4967.809082
	Iteration 14Q: 3 clusters Score -3225380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3225453.000000 Penalty: 4967.809082
	Iteration 15Q: 3 clusters Score -3225453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3225504.000000 Penalty: 4967.809082
	Iteration 16Q: 3 clusters Score -3225504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3225548.750000 Penalty: 4967.809082
	Iteration 17Q: 3 clusters Score -3225549 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3225595.750000 Penalty: 4967.809082
	Iteration 18Q: 3 clusters Score -3225596 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3225654.250000 Penalty: 4967.809082
	Iteration 19Q: 3 clusters Score -3225654 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3225712.000000 Penalty: 4967.809082
	Iteration 20F: 3 clusters Score -3225712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3225762.500000 Penalty: 4967.809082
	Iteration 21Q: 3 clusters Score -3225762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3225841.750000 Penalty: 4967.809082
	Iteration 22Q: 3 clusters Score -3225842 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3225928.000000 Penalty: 4967.809082
	Iteration 23Q: 3 clusters Score -3225928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3225999.000000 Penalty: 4967.809082
	Iteration 24Q: 3 clusters Score -3225999 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3226073.500000 Penalty: 4967.809082
	Iteration 25Q: 3 clusters Score -3226074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3226158.750000 Penalty: 4967.809082
	Iteration 26Q: 3 clusters Score -3226159 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3226234.500000 Penalty: 4967.809082
	Iteration 27Q: 3 clusters Score -3226234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3226345.750000 Penalty: 4967.809082
	Iteration 28Q: 3 clusters Score -3226346 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3226472.750000 Penalty: 4967.809082
	Iteration 29Q: 3 clusters Score -3226473 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3226656.500000 Penalty: 4967.809082
	Iteration 30Q: 3 clusters Score -3226656 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3226836.500000 Penalty: 4967.809082
	Iteration 31Q: 3 clusters Score -3226836 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3226996.250000 Penalty: 4967.809082
	Iteration 32Q: 3 clusters Score -3226996 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3227138.500000 Penalty: 4967.809082
	Iteration 33Q: 3 clusters Score -3227138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3227291.500000 Penalty: 4967.809082
	Iteration 34Q: 3 clusters Score -3227292 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3227387.000000 Penalty: 4967.809082
	Iteration 35Q: 3 clusters Score -3227387 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3227457.500000 Penalty: 4967.809082
	Iteration 36Q: 3 clusters Score -3227458 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3227527.250000 Penalty: 4967.809082
	Iteration 37Q: 3 clusters Score -3227527 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3227587.750000 Penalty: 4967.809082
	Iteration 38Q: 3 clusters Score -3227588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3227613.250000 Penalty: 4967.809082
	Iteration 39Q: 3 clusters Score -3227613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3227640.750000 Penalty: 4967.809082
	Iteration 40F: 3 clusters Score -3227641 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3227673.750000 Penalty: 4967.809082
	Iteration 41Q: 3 clusters Score -3227674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3227700.750000 Penalty: 4967.809082
	Iteration 42Q: 3 clusters Score -3227701 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3227737.000000 Penalty: 4967.809082
	Iteration 43Q: 3 clusters Score -3227737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3227760.500000 Penalty: 4967.809082
	Iteration 44Q: 3 clusters Score -3227760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3227771.000000 Penalty: 4967.809082
	Iteration 45Q: 3 clusters Score -3227771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3227798.500000 Penalty: 4967.809082
	Iteration 46Q: 3 clusters Score -3227798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3227812.250000 Penalty: 4967.809082
	Iteration 47Q: 3 clusters Score -3227812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3227821.250000 Penalty: 4967.809082
	Iteration 48Q: 3 clusters Score -3227821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3227830.750000 Penalty: 4967.809082
	Iteration 49Q: 3 clusters Score -3227831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3227836.500000 Penalty: 4967.809082
	Iteration 50Q: 3 clusters Score -3227836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3227843.250000 Penalty: 4967.809082
	Iteration 51Q: 3 clusters Score -3227843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3227854.750000 Penalty: 4967.809082
	Iteration 52Q: 3 clusters Score -3227855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3227866.000000 Penalty: 4967.809082
	Iteration 53Q: 3 clusters Score -3227866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3227872.250000 Penalty: 4967.809082
	Iteration 54Q: 3 clusters Score -3227872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3227878.500000 Penalty: 4967.809082
	Iteration 55Q: 3 clusters Score -3227878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3227889.750000 Penalty: 4967.809082
	Iteration 56Q: 3 clusters Score -3227890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3227897.250000 Penalty: 4967.809082
	Iteration 57Q: 3 clusters Score -3227897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3227899.750000 Penalty: 4967.809082
	Iteration 58Q: 3 clusters Score -3227900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3227902.750000 Penalty: 4967.809082
	Iteration 59Q: 3 clusters Score -3227903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3227902.000000 Penalty: 4967.809082
	Iteration 60F: 3 clusters Score -3227902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3227910.000000 Penalty: 4967.809082
	Iteration 61Q: 3 clusters Score -3227910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3227911.500000 Penalty: 4967.809082
	Iteration 62Q: 3 clusters Score -3227912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3227909.000000 Penalty: 4967.809082
	Iteration 63Q: 3 clusters Score -3227909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3227912.500000 Penalty: 4967.809082
	Iteration 64Q: 3 clusters Score -3227912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3227920.750000 Penalty: 4967.809082
	Iteration 65Q: 3 clusters Score -3227921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3227920.250000 Penalty: 4967.809082
	Iteration 66Q: 3 clusters Score -3227920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3227926.750000 Penalty: 4967.809082
	Iteration 67Q: 3 clusters Score -3227927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3227926.500000 Penalty: 4967.809082
	Iteration 68Q: 3 clusters Score -3227926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3227924.250000 Penalty: 4967.809082
	Iteration 69Q: 3 clusters Score -3227924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3227924.000000 Penalty: 4967.809082
	Iteration 70Q: 3 clusters Score -3227924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3227924.250000 Penalty: 4967.809082
	Iteration 71Q: 3 clusters Score -3227924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3227926.500000 Penalty: 4967.809082
	Iteration 72Q: 3 clusters Score -3227926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3227926.500000 Penalty: 4967.809082
	Iteration 73Q: 3 clusters Score -3227926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3227930.500000 Penalty: 4967.809082
	Iteration 74Q: 3 clusters Score -3227930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3227933.750000 Penalty: 4967.809082
	Iteration 75Q: 3 clusters Score -3227934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3227934.500000 Penalty: 4967.809082
	Iteration 76Q: 3 clusters Score -3227934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3227931.750000 Penalty: 4967.809082
	Iteration 77Q: 3 clusters Score -3227932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3227933.750000 Penalty: 4967.809082
	Iteration 78Q: 3 clusters Score -3227934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3227937.250000 Penalty: 4967.809082
	Iteration 79Q: 3 clusters Score -3227937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3227940.000000 Penalty: 4967.809082
	Iteration 80F: 3 clusters Score -3227940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3227936.500000 Penalty: 4967.809082
	Iteration 81Q: 3 clusters Score -3227936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3227939.750000 Penalty: 4967.809082
	Iteration 82Q: 3 clusters Score -3227940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3227934.250000 Penalty: 4967.809082
	Iteration 83Q: 3 clusters Score -3227934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3227938.250000 Penalty: 4967.809082
	Iteration 84Q: 3 clusters Score -3227938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3227937.750000 Penalty: 4967.809082
	Iteration 85Q: 3 clusters Score -3227938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3227937.750000 Penalty: 4967.809082
	Iteration 86F: 3 clusters Score -3227938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -779384.062500 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -779384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -774785.250000 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -774785.2 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -775843.437500 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -775843.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -776014.375000 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -776014.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -776137.187500 Penalty: 4246.550293
	Iteration 3Q: 3 clusters Score -776137.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -776222.687500 Penalty: 4246.550293
	Iteration 4Q: 3 clusters Score -776222.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -776290.187500 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -776290.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -776342.812500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -776342.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -776398.500000 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -776398.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -776454.187500 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -776454.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -776501.000000 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -776501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -776550.187500 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -776550.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -776605.687500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -776605.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -776654.875000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -776654.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -776697.250000 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -776697.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -776743.250000 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -776743.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -776781.062500 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -776781.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -776816.375000 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -776816.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -776841.812500 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -776841.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -776864.062500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -776864.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -776888.750000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -776888.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -776911.875000 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -776911.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -776937.125000 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -776937.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -776967.500000 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -776967.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -777002.500000 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -777002.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -777040.250000 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -777040.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -777081.312500 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -777081.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -777155.562500 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -777155.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -777258.750000 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -777258.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -777347.750000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -777347.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -777431.000000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -777431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -777478.625000 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -777478.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -777512.187500 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -777512.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -777530.062500 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -777530.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -777541.875000 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -777541.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -777552.500000 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -777552.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -777562.000000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -777562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -777566.125000 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -777566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -777569.812500 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -777569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -777570.312500 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -777570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -777572.937500 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -777572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -777574.000000 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -777574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -777573.750000 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -777573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -777575.125000 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -777575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -777574.750000 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -777574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -777574.937500 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -777574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -777574.937500 Penalty: 4246.550293
	Iteration 45F: 3 clusters Score -777574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -2363800.750000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -2363801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2352376.500000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -2352376 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2356138.500000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -2356138 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2356594.750000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -2356595 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2357018.000000 Penalty: 4791.082031
	Iteration 3F: 3 clusters Score -2357018 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2357536.000000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -2357536 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2358033.000000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -2358033 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2358387.000000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -2358387 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2358664.250000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -2358664 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2358920.250000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -2358920 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2359193.750000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -2359194 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2359449.000000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -2359449 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2359710.750000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -2359711 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2360012.000000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -2360012 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2360335.000000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -2360335 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2360656.250000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -2360656 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2360983.250000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -2360983 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2361307.500000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -2361308 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2361631.250000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -2361631 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2361965.000000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -2361965 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2362240.500000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -2362240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2362450.000000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -2362450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2362626.500000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -2362626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2362784.250000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -2362784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2362901.500000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -2362902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2362959.250000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -2362959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2362990.500000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -2362990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2363001.250000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -2363001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2363017.750000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -2363018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2363030.750000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -2363031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2363033.500000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -2363034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2363031.000000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -2363031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2363032.250000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -2363032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2363034.250000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -2363034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2363034.250000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -2363034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2363033.000000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -2363033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2363034.750000 Penalty: 4791.082031
	Iteration 35Q: 3 clusters Score -2363035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2363034.750000 Penalty: 4791.082031
	Iteration 36F: 3 clusters Score -2363035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Entering Unmasked Estep 
Score: -2720611.250000 Penalty: 2426.815918
	Iteration 0F: 2 clusters Score -2720611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2708036.250000 Penalty: 4853.631836
	Iteration 0F: 3 clusters Score -2708036 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2712132.000000 Penalty: 4853.631836
	Iteration 1F: 3 clusters Score -2712132 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2712459.500000 Penalty: 4853.631836
	Iteration 2F: 3 clusters Score -2712460 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2712758.250000 Penalty: 4853.631836
	Iteration 3Q: 3 clusters Score -2712758 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2713038.500000 Penalty: 4853.631836
	Iteration 4Q: 3 clusters Score -2713038 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2713358.000000 Penalty: 4853.631836
	Iteration 5Q: 3 clusters Score -2713358 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2713692.000000 Penalty: 4853.631836
	Iteration 6Q: 3 clusters Score -2713692 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2714094.750000 Penalty: 4853.631836
	Iteration 7Q: 3 clusters Score -2714095 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2714572.000000 Penalty: 4853.631836
	Iteration 8Q: 3 clusters Score -2714572 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2715135.500000 Penalty: 4853.631836
	Iteration 9Q: 3 clusters Score -2715136 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2715811.750000 Penalty: 4853.631836
	Iteration 10F: 3 clusters Score -2715812 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2716547.250000 Penalty: 4853.631836
	Iteration 11F: 3 clusters Score -2716547 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2717235.250000 Penalty: 4853.631836
	Iteration 12Q: 3 clusters Score -2717235 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2717798.750000 Penalty: 4853.631836
	Iteration 13Q: 3 clusters Score -2717799 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2718189.750000 Penalty: 4853.631836
	Iteration 14Q: 3 clusters Score -2718190 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2718432.000000 Penalty: 4853.631836
	Iteration 15Q: 3 clusters Score -2718432 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2718555.000000 Penalty: 4853.631836
	Iteration 16Q: 3 clusters Score -2718555 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2718621.000000 Penalty: 4853.631836
	Iteration 17Q: 3 clusters Score -2718621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2718659.750000 Penalty: 4853.631836
	Iteration 18Q: 3 clusters Score -2718660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2718690.250000 Penalty: 4853.631836
	Iteration 19Q: 3 clusters Score -2718690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2718709.750000 Penalty: 4853.631836
	Iteration 20F: 3 clusters Score -2718710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2718713.250000 Penalty: 4853.631836
	Iteration 21Q: 3 clusters Score -2718713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2718723.500000 Penalty: 4853.631836
	Iteration 22Q: 3 clusters Score -2718724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2718736.000000 Penalty: 4853.631836
	Iteration 23Q: 3 clusters Score -2718736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2718735.250000 Penalty: 4853.631836
	Iteration 24Q: 3 clusters Score -2718735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2718738.000000 Penalty: 4853.631836
	Iteration 25Q: 3 clusters Score -2718738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2718738.500000 Penalty: 4853.631836
	Iteration 26Q: 3 clusters Score -2718738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2718742.750000 Penalty: 4853.631836
	Iteration 27Q: 3 clusters Score -2718743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2718750.500000 Penalty: 4853.631836
	Iteration 28Q: 3 clusters Score -2718750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2718752.500000 Penalty: 4853.631836
	Iteration 29Q: 3 clusters Score -2718752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2718753.500000 Penalty: 4853.631836
	Iteration 30Q: 3 clusters Score -2718754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2718753.500000 Penalty: 4853.631836
	Iteration 31Q: 3 clusters Score -2718754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2718753.500000 Penalty: 4853.631836
	Iteration 32F: 3 clusters Score -2718754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Entering Unmasked Estep 
Score: -9585719.000000 Penalty: 2736.312500
	Iteration 0F: 2 clusters Score -9585719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -9544207.000000 Penalty: 5472.625000
	Iteration 0F: 3 clusters Score -9544207 nChanged 28740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -9560633.000000 Penalty: 5472.625000
	Iteration 1F: 3 clusters Score -9560633 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -9561331.000000 Penalty: 5472.625000
	Iteration 2Q: 3 clusters Score -9561331 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -9562312.000000 Penalty: 5472.625000
	Iteration 3Q: 3 clusters Score -9562312 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -9563700.000000 Penalty: 5472.625000
	Iteration 4F: 3 clusters Score -9563700 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -9565875.000000 Penalty: 5472.625000
	Iteration 5F: 3 clusters Score -9565875 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -9569199.000000 Penalty: 5472.625000
	Iteration 6F: 3 clusters Score -9569199 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -9573450.000000 Penalty: 5472.625000
	Iteration 7F: 3 clusters Score -9573450 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -9577583.000000 Penalty: 5472.625000
	Iteration 8F: 3 clusters Score -9577583 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -9580481.000000 Penalty: 5472.625000
	Iteration 9Q: 3 clusters Score -9580481 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -9582012.000000 Penalty: 5472.625000
	Iteration 10Q: 3 clusters Score -9582012 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -9582693.000000 Penalty: 5472.625000
	Iteration 11Q: 3 clusters Score -9582693 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -9582968.000000 Penalty: 5472.625000
	Iteration 12Q: 3 clusters Score -9582968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -9583133.000000 Penalty: 5472.625000
	Iteration 13Q: 3 clusters Score -9583133 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -9583214.000000 Penalty: 5472.625000
	Iteration 14Q: 3 clusters Score -9583214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -9583275.000000 Penalty: 5472.625000
	Iteration 15Q: 3 clusters Score -9583275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -9583301.000000 Penalty: 5472.625000
	Iteration 16Q: 3 clusters Score -9583301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -9583315.000000 Penalty: 5472.625000
	Iteration 17Q: 3 clusters Score -9583315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -9583337.000000 Penalty: 5472.625000
	Iteration 18Q: 3 clusters Score -9583337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -9583350.000000 Penalty: 5472.625000
	Iteration 19Q: 3 clusters Score -9583350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -9583349.000000 Penalty: 5472.625000
	Iteration 20F: 3 clusters Score -9583349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -9583372.000000 Penalty: 5472.625000
	Iteration 21Q: 3 clusters Score -9583372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -9583385.000000 Penalty: 5472.625000
	Iteration 22Q: 3 clusters Score -9583385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -9583392.000000 Penalty: 5472.625000
	Iteration 23Q: 3 clusters Score -9583392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9583395.000000 Penalty: 5472.625000
	Iteration 24Q: 3 clusters Score -9583395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -9583402.000000 Penalty: 5472.625000
	Iteration 25Q: 3 clusters Score -9583402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -9583408.000000 Penalty: 5472.625000
	Iteration 26Q: 3 clusters Score -9583408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -9583409.000000 Penalty: 5472.625000
	Iteration 27Q: 3 clusters Score -9583409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -9583404.000000 Penalty: 5472.625000
	Iteration 28Q: 3 clusters Score -9583404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -9583408.000000 Penalty: 5472.625000
	Iteration 29Q: 3 clusters Score -9583408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -9583412.000000 Penalty: 5472.625000
	Iteration 30Q: 3 clusters Score -9583412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -9583417.000000 Penalty: 5472.625000
	Iteration 31Q: 3 clusters Score -9583417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -9583423.000000 Penalty: 5472.625000
	Iteration 32Q: 3 clusters Score -9583423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -9583420.000000 Penalty: 5472.625000
	Iteration 33Q: 3 clusters Score -9583420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -9583425.000000 Penalty: 5472.625000
	Iteration 34Q: 3 clusters Score -9583425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -9583425.000000 Penalty: 5472.625000
	Iteration 35F: 3 clusters Score -9583425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -369936.406250 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -369936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -366943.625000 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -366943.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -367500.625000 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -367500.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -367636.250000 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -367636.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -367719.281250 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -367719.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -367766.468750 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -367766.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -367797.312500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -367797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -367818.750000 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -367818.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -367830.156250 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -367830.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -367839.937500 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -367839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -367847.968750 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -367848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -367860.125000 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -367860.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -367873.500000 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -367873.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -367887.312500 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -367887.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -367892.125000 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -367892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -367897.031250 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -367897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -367899.968750 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -367900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -367903.312500 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -367903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -367907.187500 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -367907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -367913.781250 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -367913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -367917.937500 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -367917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -367917.625000 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -367917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Entering Unmasked Estep 
Score: -5054711.500000 Penalty: 2583.675293
	Iteration 0F: 2 clusters Score -5054712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5031699.500000 Penalty: 5167.350586
	Iteration 0F: 3 clusters Score -5031700 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5040031.000000 Penalty: 5167.350586
	Iteration 1F: 3 clusters Score -5040031 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5040444.500000 Penalty: 5167.350586
	Iteration 2Q: 3 clusters Score -5040444 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5040830.500000 Penalty: 5167.350586
	Iteration 3Q: 3 clusters Score -5040830 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5041215.000000 Penalty: 5167.350586
	Iteration 4Q: 3 clusters Score -5041215 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5041586.500000 Penalty: 5167.350586
	Iteration 5Q: 3 clusters Score -5041586 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -5041997.500000 Penalty: 5167.350586
	Iteration 6Q: 3 clusters Score -5041998 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5042460.000000 Penalty: 5167.350586
	Iteration 7Q: 3 clusters Score -5042460 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5042911.000000 Penalty: 5167.350586
	Iteration 8Q: 3 clusters Score -5042911 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5043435.500000 Penalty: 5167.350586
	Iteration 9Q: 3 clusters Score -5043436 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5044040.500000 Penalty: 5167.350586
	Iteration 10Q: 3 clusters Score -5044040 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5044669.500000 Penalty: 5167.350586
	Iteration 11Q: 3 clusters Score -5044670 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -5045371.500000 Penalty: 5167.350586
	Iteration 12Q: 3 clusters Score -5045372 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -5046288.000000 Penalty: 5167.350586
	Iteration 13Q: 3 clusters Score -5046288 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -5047289.000000 Penalty: 5167.350586
	Iteration 14Q: 3 clusters Score -5047289 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5048225.000000 Penalty: 5167.350586
	Iteration 15Q: 3 clusters Score -5048225 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5048820.000000 Penalty: 5167.350586
	Iteration 16Q: 3 clusters Score -5048820 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5049223.000000 Penalty: 5167.350586
	Iteration 17Q: 3 clusters Score -5049223 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5049562.500000 Penalty: 5167.350586
	Iteration 18Q: 3 clusters Score -5049562 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5049885.500000 Penalty: 5167.350586
	Iteration 19Q: 3 clusters Score -5049886 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5050125.500000 Penalty: 5167.350586
	Iteration 20F: 3 clusters Score -5050126 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5050367.500000 Penalty: 5167.350586
	Iteration 21Q: 3 clusters Score -5050368 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5050578.500000 Penalty: 5167.350586
	Iteration 22Q: 3 clusters Score -5050578 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5050787 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5050984 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5051172.500000 Penalty: 5167.350586
	Iteration 25Q: 3 clusters Score -5051172 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5051352.000000 Penalty: 5167.350586
	Iteration 26Q: 3 clusters Score -5051352 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -5051472.000000 Penalty: 5167.350586
	Iteration 27Q: 3 clusters Score -5051472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5051567 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5051675.500000 Penalty: 5167.350586
	Iteration 29Q: 3 clusters Score -5051676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5051756.500000 Penalty: 5167.350586
	Iteration 30Q: 3 clusters Score -5051756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5051852.000000 Penalty: 5167.350586
	Iteration 31Q: 3 clusters Score -5051852 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5051929.000000 Penalty: 5167.350586
	Iteration 32Q: 3 clusters Score -5051929 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5051994.000000 Penalty: 5167.350586
	Iteration 33Q: 3 clusters Score -5051994 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -5052022.000000 Penalty: 5167.350586
	Iteration 34Q: 3 clusters Score -5052022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -5052071.500000 Penalty: 5167.350586
	Iteration 35Q: 3 clusters Score -5052072 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -5052106.000000 Penalty: 5167.350586
	Iteration 36Q: 3 clusters Score -5052106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -5052136.500000 Penalty: 5167.350586
	Iteration 37Q: 3 clusters Score -5052136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5052179.500000 Penalty: 5167.350586
	Iteration 38Q: 3 clusters Score -5052180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5052212.000000 Penalty: 5167.350586
	Iteration 39Q: 3 clusters Score -5052212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -5052237.000000 Penalty: 5167.350586
	Iteration 40F: 3 clusters Score -5052237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5052268.000000 Penalty: 5167.350586
	Iteration 41Q: 3 clusters Score -5052268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -5052300.000000 Penalty: 5167.350586
	Iteration 42Q: 3 clusters Score -5052300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5052310.000000 Penalty: 5167.350586
	Iteration 43Q: 3 clusters Score -5052310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5052337.500000 Penalty: 5167.350586
	Iteration 44Q: 3 clusters Score -5052338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5052356.000000 Penalty: 5167.350586
	Iteration 45Q: 3 clusters Score -5052356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5052376.000000 Penalty: 5167.350586
	Iteration 46Q: 3 clusters Score -5052376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5052396.000000 Penalty: 5167.350586
	Iteration 47Q: 3 clusters Score -5052396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5052399.500000 Penalty: 5167.350586
	Iteration 48Q: 3 clusters Score -5052400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5052414.000000 Penalty: 5167.350586
	Iteration 49Q: 3 clusters Score -5052414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5052430.000000 Penalty: 5167.350586
	Iteration 50Q: 3 clusters Score -5052430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -5052429.500000 Penalty: 5167.350586
	Iteration 51Q: 3 clusters Score -5052430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -5052429.000000 Penalty: 5167.350586
	Iteration 52Q: 3 clusters Score -5052429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -5052438.000000 Penalty: 5167.350586
	Iteration 53Q: 3 clusters Score -5052438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5052445.000000 Penalty: 5167.350586
	Iteration 54Q: 3 clusters Score -5052445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -5052454.000000 Penalty: 5167.350586
	Iteration 55Q: 3 clusters Score -5052454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5052466.000000 Penalty: 5167.350586
	Iteration 56Q: 3 clusters Score -5052466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -5052464.000000 Penalty: 5167.350586
	Iteration 57Q: 3 clusters Score -5052464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5052458.500000 Penalty: 5167.350586
	Iteration 58Q: 3 clusters Score -5052458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5052465.500000 Penalty: 5167.350586
	Iteration 59Q: 3 clusters Score -5052466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -5052457.000000 Penalty: 5167.350586
	Iteration 60F: 3 clusters Score -5052457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -5052463.000000 Penalty: 5167.350586
	Iteration 61Q: 3 clusters Score -5052463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -5052468.000000 Penalty: 5167.350586
	Iteration 62Q: 3 clusters Score -5052468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -5052466.000000 Penalty: 5167.350586
	Iteration 63Q: 3 clusters Score -5052466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5052471.000000 Penalty: 5167.350586
	Iteration 64Q: 3 clusters Score -5052471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -5052475.500000 Penalty: 5167.350586
	Iteration 65Q: 3 clusters Score -5052476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -5052482.500000 Penalty: 5167.350586
	Iteration 66Q: 3 clusters Score -5052482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5052478.000000 Penalty: 5167.350586
	Iteration 67Q: 3 clusters Score -5052478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -5052482.500000 Penalty: 5167.350586
	Iteration 68Q: 3 clusters Score -5052482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5052480.500000 Penalty: 5167.350586
	Iteration 69Q: 3 clusters Score -5052480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5052479.500000 Penalty: 5167.350586
	Iteration 70Q: 3 clusters Score -5052480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5052486.000000 Penalty: 5167.350586
	Iteration 71Q: 3 clusters Score -5052486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5052485.000000 Penalty: 5167.350586
	Iteration 72Q: 3 clusters Score -5052485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5052486.000000 Penalty: 5167.350586
	Iteration 73Q: 3 clusters Score -5052486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5052486.000000 Penalty: 5167.350586
	Iteration 74Q: 3 clusters Score -5052486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -5052492.500000 Penalty: 5167.350586
	Iteration 75Q: 3 clusters Score -5052492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5052498.000000 Penalty: 5167.350586
	Iteration 76Q: 3 clusters Score -5052498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5052489.500000 Penalty: 5167.350586
	Iteration 77Q: 3 clusters Score -5052490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5052494.000000 Penalty: 5167.350586
	Iteration 78Q: 3 clusters Score -5052494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5052494.000000 Penalty: 5167.350586
	Iteration 79Q: 3 clusters Score -5052494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5052491.500000 Penalty: 5167.350586
	Iteration 80F: 3 clusters Score -5052492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -5052501.500000 Penalty: 5167.350586
	Iteration 81Q: 3 clusters Score -5052502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -5052504.500000 Penalty: 5167.350586
	Iteration 82Q: 3 clusters Score -5052504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -5052503.000000 Penalty: 5167.350586
	Iteration 83Q: 3 clusters Score -5052503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5052507.000000 Penalty: 5167.350586
	Iteration 84Q: 3 clusters Score -5052507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5052513.500000 Penalty: 5167.350586
	Iteration 85Q: 3 clusters Score -5052514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5052512.000000 Penalty: 5167.350586
	Iteration 86Q: 3 clusters Score -5052512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -5052516.000000 Penalty: 5167.350586
	Iteration 87Q: 3 clusters Score -5052516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5052509.500000 Penalty: 5167.350586
	Iteration 88Q: 3 clusters Score -5052510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5052509.500000 Penalty: 5167.350586
	Iteration 89Q: 3 clusters Score -5052510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -5052506.500000 Penalty: 5167.350586
	Iteration 90Q: 3 clusters Score -5052506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5052515.000000 Penalty: 5167.350586
	Iteration 91Q: 3 clusters Score -5052515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5052514.500000 Penalty: 5167.350586
	Iteration 92Q: 3 clusters Score -5052514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5052518.500000 Penalty: 5167.350586
	Iteration 93Q: 3 clusters Score -5052518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5052516.000000 Penalty: 5167.350586
	Iteration 94Q: 3 clusters Score -5052516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -5052528.500000 Penalty: 5167.350586
	Iteration 95Q: 3 clusters Score -5052528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5052524.500000 Penalty: 5167.350586
	Iteration 96Q: 3 clusters Score -5052524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -5052532.500000 Penalty: 5167.350586
	Iteration 97Q: 3 clusters Score -5052532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5052533.000000 Penalty: 5167.350586
	Iteration 98Q: 3 clusters Score -5052533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5052534.500000 Penalty: 5167.350586
	Iteration 99Q: 3 clusters Score -5052534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5052534.500000 Penalty: 5167.350586
	Iteration 100F: 3 clusters Score -5052534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5052536.000000 Penalty: 5167.350586
	Iteration 101Q: 3 clusters Score -5052536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -5052532.500000 Penalty: 5167.350586
	Iteration 102Q: 3 clusters Score -5052532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -5052530.500000 Penalty: 5167.350586
	Iteration 103Q: 3 clusters Score -5052530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -5052530.500000 Penalty: 5167.350586
	Iteration 104F: 3 clusters Score -5052530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48629.414062 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48629.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48738.957031 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48738.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48787.214844 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48787.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48819.812500 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48819.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48830.027344 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48830.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48832.812500 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -48832.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48833.867188 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -48833.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48833.867188 Penalty: 2923.623779
	Iteration 7F: 3 clusters Score -48833.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Entering Unmasked Estep 
Score: -3824763.750000 Penalty: 2513.587158
	Iteration 0F: 2 clusters Score -3824764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3807286.250000 Penalty: 5027.174316
	Iteration 0F: 3 clusters Score -3807286 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3813381.750000 Penalty: 5027.174316
	Iteration 1F: 3 clusters Score -3813382 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3813803.500000 Penalty: 5027.174316
	Iteration 2F: 3 clusters Score -3813804 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3814138.250000 Penalty: 5027.174316
	Iteration 3Q: 3 clusters Score -3814138 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3814469.500000 Penalty: 5027.174316
	Iteration 4Q: 3 clusters Score -3814470 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3814813.750000 Penalty: 5027.174316
	Iteration 5Q: 3 clusters Score -3814814 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3815114.750000 Penalty: 5027.174316
	Iteration 6Q: 3 clusters Score -3815115 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3815430.250000 Penalty: 5027.174316
	Iteration 7Q: 3 clusters Score -3815430 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3815784.500000 Penalty: 5027.174316
	Iteration 8Q: 3 clusters Score -3815784 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3816165.250000 Penalty: 5027.174316
	Iteration 9Q: 3 clusters Score -3816165 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3816647.750000 Penalty: 5027.174316
	Iteration 10Q: 3 clusters Score -3816648 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3817179.000000 Penalty: 5027.174316
	Iteration 11Q: 3 clusters Score -3817179 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3817804.750000 Penalty: 5027.174316
	Iteration 12Q: 3 clusters Score -3817805 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3818582.750000 Penalty: 5027.174316
	Iteration 13Q: 3 clusters Score -3818583 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3819424.750000 Penalty: 5027.174316
	Iteration 14Q: 3 clusters Score -3819425 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3820231.750000 Penalty: 5027.174316
	Iteration 15Q: 3 clusters Score -3820232 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3820901.250000 Penalty: 5027.174316
	Iteration 16Q: 3 clusters Score -3820901 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3821423.250000 Penalty: 5027.174316
	Iteration 17Q: 3 clusters Score -3821423 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3821806.000000 Penalty: 5027.174316
	Iteration 18Q: 3 clusters Score -3821806 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3822027.750000 Penalty: 5027.174316
	Iteration 19Q: 3 clusters Score -3822028 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3822172.500000 Penalty: 5027.174316
	Iteration 20F: 3 clusters Score -3822172 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3822294.500000 Penalty: 5027.174316
	Iteration 21Q: 3 clusters Score -3822294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3822393.000000 Penalty: 5027.174316
	Iteration 22Q: 3 clusters Score -3822393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3822448.250000 Penalty: 5027.174316
	Iteration 23Q: 3 clusters Score -3822448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3822494.750000 Penalty: 5027.174316
	Iteration 24Q: 3 clusters Score -3822495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3822532.250000 Penalty: 5027.174316
	Iteration 25Q: 3 clusters Score -3822532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3822561.500000 Penalty: 5027.174316
	Iteration 26Q: 3 clusters Score -3822562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3822579.000000 Penalty: 5027.174316
	Iteration 27Q: 3 clusters Score -3822579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3822602.000000 Penalty: 5027.174316
	Iteration 28Q: 3 clusters Score -3822602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3822606.250000 Penalty: 5027.174316
	Iteration 29Q: 3 clusters Score -3822606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3822612.750000 Penalty: 5027.174316
	Iteration 30Q: 3 clusters Score -3822613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3822627.750000 Penalty: 5027.174316
	Iteration 31Q: 3 clusters Score -3822628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3822627.000000 Penalty: 5027.174316
	Iteration 32Q: 3 clusters Score -3822627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3822629.500000 Penalty: 5027.174316
	Iteration 33Q: 3 clusters Score -3822630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3822636.500000 Penalty: 5027.174316
	Iteration 34Q: 3 clusters Score -3822636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3822638.750000 Penalty: 5027.174316
	Iteration 35Q: 3 clusters Score -3822639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3822637.000000 Penalty: 5027.174316
	Iteration 36Q: 3 clusters Score -3822637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3822639.250000 Penalty: 5027.174316
	Iteration 37Q: 3 clusters Score -3822639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3822644.750000 Penalty: 5027.174316
	Iteration 38Q: 3 clusters Score -3822645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3822644.250000 Penalty: 5027.174316
	Iteration 39Q: 3 clusters Score -3822644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3822646.000000 Penalty: 5027.174316
	Iteration 40F: 3 clusters Score -3822646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3822643.750000 Penalty: 5027.174316
	Iteration 41Q: 3 clusters Score -3822644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3822647.500000 Penalty: 5027.174316
	Iteration 42Q: 3 clusters Score -3822648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3822644.500000 Penalty: 5027.174316
	Iteration 43Q: 3 clusters Score -3822644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3822648.500000 Penalty: 5027.174316
	Iteration 44Q: 3 clusters Score -3822648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3822648.500000 Penalty: 5027.174316
	Iteration 45F: 3 clusters Score -3822648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1950045.750000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1950046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1939842.125000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1939842 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1943250.375000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1943250 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1943997.125000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1943997 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1944824.250000 Penalty: 4731.163574
	Iteration 3F: 3 clusters Score -1944824 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1945609.125000 Penalty: 4731.163574
	Iteration 4F: 3 clusters Score -1945609 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1946243.000000 Penalty: 4731.163574
	Iteration 5F: 3 clusters Score -1946243 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1946719.875000 Penalty: 4731.163574
	Iteration 6F: 3 clusters Score -1946720 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1947049.750000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1947050 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1947281.375000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1947281 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1947463.500000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1947464 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1947589.250000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1947589 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1947702.625000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1947703 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1947807.375000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1947807 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1947886.125000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1947886 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1947955.500000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1947956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1948035.250000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1948035 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1948107.375000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1948107 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1948171.250000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1948171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1948243.875000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1948244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1948318.750000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1948319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1948368.875000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1948369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1948419.250000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1948419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1948442.500000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1948442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1948464.125000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1948464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1948487.625000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1948488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1948507.750000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1948508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1948530.875000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1948531 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1948562.500000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1948562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1948591.125000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1948591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1948609.625000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1948610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1948616.625000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1948617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1948629.000000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1948629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1948641.125000 Penalty: 4731.163574
	Iteration 32Q: 3 clusters Score -1948641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1948646.875000 Penalty: 4731.163574
	Iteration 33Q: 3 clusters Score -1948647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1948656.250000 Penalty: 4731.163574
	Iteration 34Q: 3 clusters Score -1948656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1948667.000000 Penalty: 4731.163574
	Iteration 35Q: 3 clusters Score -1948667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1948674.875000 Penalty: 4731.163574
	Iteration 36Q: 3 clusters Score -1948675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1948679.750000 Penalty: 4731.163574
	Iteration 37Q: 3 clusters Score -1948680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1948687.875000 Penalty: 4731.163574
	Iteration 38Q: 3 clusters Score -1948688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1948699.750000 Penalty: 4731.163574
	Iteration 39Q: 3 clusters Score -1948700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1948706.125000 Penalty: 4731.163574
	Iteration 40F: 3 clusters Score -1948706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1948710.125000 Penalty: 4731.163574
	Iteration 41Q: 3 clusters Score -1948710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1948714.375000 Penalty: 4731.163574
	Iteration 42Q: 3 clusters Score -1948714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1948723.500000 Penalty: 4731.163574
	Iteration 43Q: 3 clusters Score -1948724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1948730.125000 Penalty: 4731.163574
	Iteration 44Q: 3 clusters Score -1948730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1948737.500000 Penalty: 4731.163574
	Iteration 45Q: 3 clusters Score -1948738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1948743.375000 Penalty: 4731.163574
	Iteration 46Q: 3 clusters Score -1948743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1948747.500000 Penalty: 4731.163574
	Iteration 47Q: 3 clusters Score -1948748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1948748.625000 Penalty: 4731.163574
	Iteration 48Q: 3 clusters Score -1948749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1948747.250000 Penalty: 4731.163574
	Iteration 49Q: 3 clusters Score -1948747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1948747.250000 Penalty: 4731.163574
	Iteration 50F: 3 clusters Score -1948747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Entering Unmasked Estep 
Score: -5531523.500000 Penalty: 2605.358643
	Iteration 0F: 2 clusters Score -5531524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5506753.500000 Penalty: 5210.717285
	Iteration 0F: 3 clusters Score -5506754 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5515923.500000 Penalty: 5210.717285
	Iteration 1F: 3 clusters Score -5515924 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -5516448.500000 Penalty: 5210.717285
	Iteration 2Q: 3 clusters Score -5516448 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5516918.500000 Penalty: 5210.717285
	Iteration 3Q: 3 clusters Score -5516918 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5517488.500000 Penalty: 5210.717285
	Iteration 4Q: 3 clusters Score -5517488 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5518211.500000 Penalty: 5210.717285
	Iteration 5Q: 3 clusters Score -5518212 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -5519277.500000 Penalty: 5210.717285
	Iteration 6F: 3 clusters Score -5519278 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -5520773.500000 Penalty: 5210.717285
	Iteration 7F: 3 clusters Score -5520774 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -5522795.000000 Penalty: 5210.717285
	Iteration 8F: 3 clusters Score -5522795 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -5524918.500000 Penalty: 5210.717285
	Iteration 9F: 3 clusters Score -5524918 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5526637.000000 Penalty: 5210.717285
	Iteration 10F: 3 clusters Score -5526637 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5527670.500000 Penalty: 5210.717285
	Iteration 11Q: 3 clusters Score -5527670 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5528263.000000 Penalty: 5210.717285
	Iteration 12Q: 3 clusters Score -5528263 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5528645.500000 Penalty: 5210.717285
	Iteration 13Q: 3 clusters Score -5528646 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5528927.500000 Penalty: 5210.717285
	Iteration 14Q: 3 clusters Score -5528928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5529147.000000 Penalty: 5210.717285
	Iteration 15Q: 3 clusters Score -5529147 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5529314.500000 Penalty: 5210.717285
	Iteration 16Q: 3 clusters Score -5529314 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5529417.000000 Penalty: 5210.717285
	Iteration 17Q: 3 clusters Score -5529417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5529527.500000 Penalty: 5210.717285
	Iteration 18Q: 3 clusters Score -5529528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5529591.500000 Penalty: 5210.717285
	Iteration 19Q: 3 clusters Score -5529592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5529658.500000 Penalty: 5210.717285
	Iteration 20F: 3 clusters Score -5529658 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5529743.500000 Penalty: 5210.717285
	Iteration 21Q: 3 clusters Score -5529744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5529819.500000 Penalty: 5210.717285
	Iteration 22Q: 3 clusters Score -5529820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -5529902.500000 Penalty: 5210.717285
	Iteration 23Q: 3 clusters Score -5529902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5529948.000000 Penalty: 5210.717285
	Iteration 24Q: 3 clusters Score -5529948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5529973.000000 Penalty: 5210.717285
	Iteration 25Q: 3 clusters Score -5529973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5529987.500000 Penalty: 5210.717285
	Iteration 26Q: 3 clusters Score -5529988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5530019.500000 Penalty: 5210.717285
	Iteration 27Q: 3 clusters Score -5530020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5530022.500000 Penalty: 5210.717285
	Iteration 28Q: 3 clusters Score -5530022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5530027.500000 Penalty: 5210.717285
	Iteration 29Q: 3 clusters Score -5530028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5530040.000000 Penalty: 5210.717285
	Iteration 30Q: 3 clusters Score -5530040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5530041.000000 Penalty: 5210.717285
	Iteration 31Q: 3 clusters Score -5530041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5530035.500000 Penalty: 5210.717285
	Iteration 32Q: 3 clusters Score -5530036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5530047.500000 Penalty: 5210.717285
	Iteration 33Q: 3 clusters Score -5530048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5530049.000000 Penalty: 5210.717285
	Iteration 34Q: 3 clusters Score -5530049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5530054.500000 Penalty: 5210.717285
	Iteration 35Q: 3 clusters Score -5530054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5530060.500000 Penalty: 5210.717285
	Iteration 36Q: 3 clusters Score -5530060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5530064.000000 Penalty: 5210.717285
	Iteration 37Q: 3 clusters Score -5530064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5530058.000000 Penalty: 5210.717285
	Iteration 38Q: 3 clusters Score -5530058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5530058.500000 Penalty: 5210.717285
	Iteration 39Q: 3 clusters Score -5530058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5530060.500000 Penalty: 5210.717285
	Iteration 40F: 3 clusters Score -5530060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5530061.500000 Penalty: 5210.717285
	Iteration 41Q: 3 clusters Score -5530062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5530061.000000 Penalty: 5210.717285
	Iteration 42Q: 3 clusters Score -5530061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5530061.000000 Penalty: 5210.717285
	Iteration 43F: 3 clusters Score -5530061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -714222.062500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -714222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -709709.125000 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -709709.1 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -710899.625000 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -710899.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -711216.750000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -711216.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -711509.687500 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -711509.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -711770.562500 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -711770.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -711961.625000 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -711961.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -712082.062500 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -712082.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -712159.000000 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -712159 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -712208.062500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -712208.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -712249.812500 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -712249.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -712283.562500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -712283.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -712306.750000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -712306.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -712334.312500 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -712334.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -712360.187500 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -712360.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -712383.750000 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -712383.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -712403.062500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -712403.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -712423.562500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -712423.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -712444.000000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -712444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -712461.437500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -712461.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -712483.625000 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -712483.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -712514.687500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -712514.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -712548.687500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -712548.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -712579.812500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -712579.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -712614.812500 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -712614.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -712642.312500 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -712642.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -712671.312500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -712671.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -712698.937500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -712698.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -712738.812500 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -712738.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -712771.125000 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -712771.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -712794.375000 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -712794.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -712812.250000 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -712812.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -712832.562500 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -712832.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -712847.562500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -712847.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -712861.625000 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -712861.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -712877.250000 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -712877.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -712888.937500 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -712888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -712901.500000 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -712901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -712911.687500 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -712911.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -712919.187500 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -712919.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -712922.062500 Penalty: 4233.474121
	Iteration 39Q: 3 clusters Score -712922.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -712924.500000 Penalty: 4233.474121
	Iteration 40F: 3 clusters Score -712924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -712925.937500 Penalty: 4233.474121
	Iteration 41Q: 3 clusters Score -712925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -712928.375000 Penalty: 4233.474121
	Iteration 42Q: 3 clusters Score -712928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -712930.812500 Penalty: 4233.474121
	Iteration 43Q: 3 clusters Score -712930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -712931.625000 Penalty: 4233.474121
	Iteration 44Q: 3 clusters Score -712931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -712931.875000 Penalty: 4233.474121
	Iteration 45Q: 3 clusters Score -712931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -712931.687500 Penalty: 4233.474121
	Iteration 46Q: 3 clusters Score -712931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -712931.875000 Penalty: 4233.474121
	Iteration 47Q: 3 clusters Score -712931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -712931.875000 Penalty: 4233.474121
	Iteration 48F: 3 clusters Score -712931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72081.382812 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72081.38 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72416.726562 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72416.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72590.984375 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -72590.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72801.109375 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -72801.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73031.656250 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73031.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73248.882812 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -73248.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -73471.054688 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -73471.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -73810.062500 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -73810.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74018.007812 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74018.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -74086.109375 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74086.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74114.289062 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74114.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74145.484375 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74145.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74154.039062 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74154.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74184.296875 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -74184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74213.625000 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -74213.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74231.078125 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -74231.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74256.546875 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -74256.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74293.460938 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -74293.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -74322.921875 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -74322.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74333.585938 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -74333.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74350.632812 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -74350.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74452.976562 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -74452.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74767.820312 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -74767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74767.820312 Penalty: 3137.770020
	Iteration 23F: 3 clusters Score -74767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 294 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103265 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 265 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165496.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104166328.000000 to -104165496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -617741.437500 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -617741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -613426.562500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -613426.6 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -614872.687500 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -614872.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -615401.750000 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -615401.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -615872.312500 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -615872.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -616321.750000 Penalty: 4199.608398
	Iteration 4F: 3 clusters Score -616321.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -616720.437500 Penalty: 4199.608398
	Iteration 5F: 3 clusters Score -616720.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -617064.437500 Penalty: 4199.608398
	Iteration 6F: 3 clusters Score -617064.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -617303.187500 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -617303.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -617449.125000 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -617449.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -617549.375000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -617549.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -617609.187500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -617609.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -617644.687500 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -617644.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -617664.312500 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -617664.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -617676.312500 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -617676.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -617682.687500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -617682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -617687.687500 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -617687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -617690.562500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -617690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -617693.750000 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -617693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -617698.000000 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -617698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -617698.375000 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -617698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -617699.125000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -617699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -617699.625000 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -617699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -617702.187500 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -617702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -617702.500000 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -617702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -617704.562500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -617704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -617705.625000 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -617705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -617705.437500 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -617705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -617705.312500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -617705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -617705.312500 Penalty: 4199.608398
	Iteration 28F: 3 clusters Score -617705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -221739.062500 Penalty: 1823.881836
	Iteration 0F: 2 clusters Score -221739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -219426.328125 Penalty: 3647.763672
	Iteration 0F: 3 clusters Score -219426.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -219874.656250 Penalty: 3647.763672
	Iteration 1F: 3 clusters Score -219874.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -220034.093750 Penalty: 3647.763672
	Iteration 2F: 3 clusters Score -220034.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -220143.671875 Penalty: 3647.763672
	Iteration 3Q: 3 clusters Score -220143.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -220241.453125 Penalty: 3647.763672
	Iteration 4Q: 3 clusters Score -220241.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -220317.656250 Penalty: 3647.763672
	Iteration 5Q: 3 clusters Score -220317.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220371.187500 Penalty: 3647.763672
	Iteration 6Q: 3 clusters Score -220371.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -220412.437500 Penalty: 3647.763672
	Iteration 7Q: 3 clusters Score -220412.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220436.984375 Penalty: 3647.763672
	Iteration 8Q: 3 clusters Score -220437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220455.187500 Penalty: 3647.763672
	Iteration 9Q: 3 clusters Score -220455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -220475.031250 Penalty: 3647.763672
	Iteration 10Q: 3 clusters Score -220475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -220499.515625 Penalty: 3647.763672
	Iteration 11Q: 3 clusters Score -220499.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -220531.546875 Penalty: 3647.763672
	Iteration 12Q: 3 clusters Score -220531.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -220557.421875 Penalty: 3647.763672
	Iteration 13Q: 3 clusters Score -220557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -220570.203125 Penalty: 3647.763672
	Iteration 14Q: 3 clusters Score -220570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -220577.218750 Penalty: 3647.763672
	Iteration 15Q: 3 clusters Score -220577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -220588.328125 Penalty: 3647.763672
	Iteration 16Q: 3 clusters Score -220588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -220605.671875 Penalty: 3647.763672
	Iteration 17Q: 3 clusters Score -220605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220616.562500 Penalty: 3647.763672
	Iteration 18Q: 3 clusters Score -220616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220625.984375 Penalty: 3647.763672
	Iteration 19Q: 3 clusters Score -220626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220631.671875 Penalty: 3647.763672
	Iteration 20F: 3 clusters Score -220631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220635.375000 Penalty: 3647.763672
	Iteration 21Q: 3 clusters Score -220635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220636.984375 Penalty: 3647.763672
	Iteration 22Q: 3 clusters Score -220637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220637.875000 Penalty: 3647.763672
	Iteration 23Q: 3 clusters Score -220637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -220637.875000 Penalty: 3647.763672
	Iteration 24F: 3 clusters Score -220637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -2348285.750000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -2348286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2337229.250000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -2337229 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2340669.750000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -2340670 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2341020.250000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -2341020 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2341334.000000 Penalty: 4782.911133
	Iteration 3Q: 3 clusters Score -2341334 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2341707.000000 Penalty: 4782.911133
	Iteration 4Q: 3 clusters Score -2341707 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2342064.000000 Penalty: 4782.911133
	Iteration 5Q: 3 clusters Score -2342064 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2342387.750000 Penalty: 4782.911133
	Iteration 6Q: 3 clusters Score -2342388 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2342720.000000 Penalty: 4782.911133
	Iteration 7Q: 3 clusters Score -2342720 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2343015.250000 Penalty: 4782.911133
	Iteration 8Q: 3 clusters Score -2343015 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2343314.000000 Penalty: 4782.911133
	Iteration 9Q: 3 clusters Score -2343314 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2343607.750000 Penalty: 4782.911133
	Iteration 10Q: 3 clusters Score -2343608 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2343877.500000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -2343878 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2344144.500000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -2344144 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2344394.500000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -2344394 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2344609.000000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -2344609 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2344800.500000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -2344800 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2344947.000000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -2344947 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2345093.000000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -2345093 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2345209.250000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -2345209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2345308.000000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -2345308 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2345408.500000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -2345408 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2345516.250000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -2345516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2345602.750000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -2345603 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2345689.750000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -2345690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2345773.000000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -2345773 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2345875.250000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -2345875 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2345940.750000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -2345941 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2346029.250000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -2346029 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2346105.250000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -2346105 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2346163.750000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -2346164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2346209.500000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -2346210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2346244.250000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -2346244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2346292.750000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -2346293 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2346318.250000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -2346318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2346342.000000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -2346342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2346364.250000 Penalty: 4782.911133
	Iteration 35Q: 3 clusters Score -2346364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2346388.250000 Penalty: 4782.911133
	Iteration 36Q: 3 clusters Score -2346388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2346422.750000 Penalty: 4782.911133
	Iteration 37Q: 3 clusters Score -2346423 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2346437.000000 Penalty: 4782.911133
	Iteration 38Q: 3 clusters Score -2346437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2346438.500000 Penalty: 4782.911133
	Iteration 39Q: 3 clusters Score -2346438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2346444.250000 Penalty: 4782.911133
	Iteration 40F: 3 clusters Score -2346444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2346453.750000 Penalty: 4782.911133
	Iteration 41Q: 3 clusters Score -2346454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2346467.750000 Penalty: 4782.911133
	Iteration 42Q: 3 clusters Score -2346468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2346473.750000 Penalty: 4782.911133
	Iteration 43Q: 3 clusters Score -2346474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2346483.750000 Penalty: 4782.911133
	Iteration 44Q: 3 clusters Score -2346484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2346481.750000 Penalty: 4782.911133
	Iteration 45Q: 3 clusters Score -2346482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2346490.500000 Penalty: 4782.911133
	Iteration 46Q: 3 clusters Score -2346490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2346494.500000 Penalty: 4782.911133
	Iteration 47Q: 3 clusters Score -2346494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2346498.000000 Penalty: 4782.911133
	Iteration 48Q: 3 clusters Score -2346498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2346500.500000 Penalty: 4782.911133
	Iteration 49Q: 3 clusters Score -2346500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2346506.250000 Penalty: 4782.911133
	Iteration 50Q: 3 clusters Score -2346506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2346506.250000 Penalty: 4782.911133
	Iteration 51Q: 3 clusters Score -2346506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2346510.250000 Penalty: 4782.911133
	Iteration 52Q: 3 clusters Score -2346510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2346516.750000 Penalty: 4782.911133
	Iteration 53Q: 3 clusters Score -2346517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2346514.750000 Penalty: 4782.911133
	Iteration 54Q: 3 clusters Score -2346515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2346521.750000 Penalty: 4782.911133
	Iteration 55Q: 3 clusters Score -2346522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2346525.750000 Penalty: 4782.911133
	Iteration 56Q: 3 clusters Score -2346526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2346525.250000 Penalty: 4782.911133
	Iteration 57Q: 3 clusters Score -2346525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2346523.000000 Penalty: 4782.911133
	Iteration 58Q: 3 clusters Score -2346523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2346527.500000 Penalty: 4782.911133
	Iteration 59Q: 3 clusters Score -2346528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2346525.000000 Penalty: 4782.911133
	Iteration 60F: 3 clusters Score -2346525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2346526.500000 Penalty: 4782.911133
	Iteration 61Q: 3 clusters Score -2346526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2346528.250000 Penalty: 4782.911133
	Iteration 62Q: 3 clusters Score -2346528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2346531.750000 Penalty: 4782.911133
	Iteration 63Q: 3 clusters Score -2346532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2346531.250000 Penalty: 4782.911133
	Iteration 64Q: 3 clusters Score -2346531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2346530.000000 Penalty: 4782.911133
	Iteration 65Q: 3 clusters Score -2346530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2346530.750000 Penalty: 4782.911133
	Iteration 66Q: 3 clusters Score -2346531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2346532.500000 Penalty: 4782.911133
	Iteration 67Q: 3 clusters Score -2346532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2346543.750000 Penalty: 4782.911133
	Iteration 68Q: 3 clusters Score -2346544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2346543.750000 Penalty: 4782.911133
	Iteration 69Q: 3 clusters Score -2346544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2346544.750000 Penalty: 4782.911133
	Iteration 70Q: 3 clusters Score -2346545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2346550.000000 Penalty: 4782.911133
	Iteration 71Q: 3 clusters Score -2346550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2346556.750000 Penalty: 4782.911133
	Iteration 72Q: 3 clusters Score -2346557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2346556.250000 Penalty: 4782.911133
	Iteration 73Q: 3 clusters Score -2346556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2346556.250000 Penalty: 4782.911133
	Iteration 74Q: 3 clusters Score -2346556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2346560.500000 Penalty: 4782.911133
	Iteration 75Q: 3 clusters Score -2346560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2346562.500000 Penalty: 4782.911133
	Iteration 76Q: 3 clusters Score -2346562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2346563.750000 Penalty: 4782.911133
	Iteration 77Q: 3 clusters Score -2346564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2346564.500000 Penalty: 4782.911133
	Iteration 78Q: 3 clusters Score -2346564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2346564.500000 Penalty: 4782.911133
	Iteration 79Q: 3 clusters Score -2346564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2346566.000000 Penalty: 4782.911133
	Iteration 80F: 3 clusters Score -2346566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2346567.000000 Penalty: 4782.911133
	Iteration 81Q: 3 clusters Score -2346567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2346569.750000 Penalty: 4782.911133
	Iteration 82Q: 3 clusters Score -2346570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2346570.250000 Penalty: 4782.911133
	Iteration 83Q: 3 clusters Score -2346570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2346573.750000 Penalty: 4782.911133
	Iteration 84Q: 3 clusters Score -2346574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2346576.250000 Penalty: 4782.911133
	Iteration 85Q: 3 clusters Score -2346576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2346576.000000 Penalty: 4782.911133
	Iteration 86Q: 3 clusters Score -2346576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2346576.250000 Penalty: 4782.911133
	Iteration 87Q: 3 clusters Score -2346576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2346575.000000 Penalty: 4782.911133
	Iteration 88Q: 3 clusters Score -2346575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2346575.500000 Penalty: 4782.911133
	Iteration 89Q: 3 clusters Score -2346576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2346575.000000 Penalty: 4782.911133
	Iteration 90Q: 3 clusters Score -2346575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2346574.000000 Penalty: 4782.911133
	Iteration 91Q: 3 clusters Score -2346574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2346574.000000 Penalty: 4782.911133
	Iteration 92F: 3 clusters Score -2346574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -88768.890625 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -88768.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87147.460938 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -87147.46 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87658.750000 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -87658.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87946.539062 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -87946.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88060.210938 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -88060.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -88124.976562 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -88124.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -88194.414062 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -88194.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -88281.187500 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -88281.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88314.554688 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -88314.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -88340.875000 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -88340.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -88356.664062 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -88356.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -88371.046875 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -88371.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -88379.039062 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -88379.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -88385.406250 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -88385.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -88388.500000 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -88388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -88388.500000 Penalty: 3276.227783
	Iteration 14F: 3 clusters Score -88388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (103265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Entering Unmasked Estep 
Score: -15962151.000000 Penalty: 2863.173340
	Iteration 0F: 2 clusters Score -1.596215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -15894779.000000 Penalty: 5726.346680
	Iteration 0F: 3 clusters Score -1.589478e+07 nChanged 48869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -15923098.000000 Penalty: 5726.346680
	Iteration 1F: 3 clusters Score -1.59231e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -15924277.000000 Penalty: 5726.346680
	Iteration 2Q: 3 clusters Score -1.592428e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -15926005.000000 Penalty: 5726.346680
	Iteration 3Q: 3 clusters Score -1.5926e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -15928690.000000 Penalty: 5726.346680
	Iteration 4F: 3 clusters Score -1.592869e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -15932825.000000 Penalty: 5726.346680
	Iteration 5F: 3 clusters Score -1.593282e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -15938801.000000 Penalty: 5726.346680
	Iteration 6F: 3 clusters Score -1.59388e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -15946185.000000 Penalty: 5726.346680
	Iteration 7F: 3 clusters Score -1.594618e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -15952622.000000 Penalty: 5726.346680
	Iteration 8F: 3 clusters Score -1.595262e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -15956522.000000 Penalty: 5726.346680
	Iteration 9Q: 3 clusters Score -1.595652e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -15958221.000000 Penalty: 5726.346680
	Iteration 10Q: 3 clusters Score -1.595822e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100600 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -15959032.000000 Penalty: 5726.346680
	Iteration 11Q: 3 clusters Score -1.595903e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15959405.000000 Penalty: 5726.346680
	Iteration 12Q: 3 clusters Score -1.59594e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -15959535.000000 Penalty: 5726.346680
	Iteration 13Q: 3 clusters Score -1.595954e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15959617.000000 Penalty: 5726.346680
	Iteration 14Q: 3 clusters Score -1.595962e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15959686.000000 Penalty: 5726.346680
	Iteration 15Q: 3 clusters Score -1.595969e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -15959736.000000 Penalty: 5726.346680
	Iteration 16Q: 3 clusters Score -1.595974e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15959774.000000 Penalty: 5726.346680
	Iteration 17Q: 3 clusters Score -1.595977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15959796.000000 Penalty: 5726.346680
	Iteration 18Q: 3 clusters Score -1.59598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15959797.000000 Penalty: 5726.346680
	Iteration 19Q: 3 clusters Score -1.59598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15959774.000000 Penalty: 5726.346680
	Iteration 20F: 3 clusters Score -1.595977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -15959812.000000 Penalty: 5726.346680
	Iteration 21Q: 3 clusters Score -1.595981e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15959819.000000 Penalty: 5726.346680
	Iteration 22Q: 3 clusters Score -1.595982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15959819.000000 Penalty: 5726.346680
	Iteration 23Q: 3 clusters Score -1.595982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15959812.000000 Penalty: 5726.346680
	Iteration 24Q: 3 clusters Score -1.595981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15959821.000000 Penalty: 5726.346680
	Iteration 25Q: 3 clusters Score -1.595982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15959815.000000 Penalty: 5726.346680
	Iteration 26Q: 3 clusters Score -1.595982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15959826.000000 Penalty: 5726.346680
	Iteration 27Q: 3 clusters Score -1.595983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -15959818.000000 Penalty: 5726.346680
	Iteration 28Q: 3 clusters Score -1.595982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15959822.000000 Penalty: 5726.346680
	Iteration 29Q: 3 clusters Score -1.595982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15959821.000000 Penalty: 5726.346680
	Iteration 30Q: 3 clusters Score -1.595982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15959820.000000 Penalty: 5726.346680
	Iteration 31Q: 3 clusters Score -1.595982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15959821.000000 Penalty: 5726.346680
	Iteration 32Q: 3 clusters Score -1.595982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15959821.000000 Penalty: 5726.346680
	Iteration 33F: 3 clusters Score -1.595982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -246726.015625 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -246726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -244326.125000 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -244326.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -244778.343750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -244778.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244943.000000 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -244943 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -245084.984375 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -245085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245199.015625 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -245199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -245313.296875 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -245313.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245415.656250 Penalty: 3691.766846
	Iteration 6F: 3 clusters Score -245415.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -245499.156250 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -245499.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -245556.531250 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -245556.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -245610.156250 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -245610.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245662.890625 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -245662.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -245723.531250 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -245723.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -245817.796875 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -245817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -245880.812500 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -245880.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245918.812500 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -245918.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245948.843750 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -245948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245959.750000 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -245959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245967.375000 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -245967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -245972.171875 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -245972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -245972.500000 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -245972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -245972.500000 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -245972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Entering Unmasked Estep 
Score: -1469800.500000 Penalty: 2277.936279
	Iteration 0F: 2 clusters Score -1469800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1462264.250000 Penalty: 4555.872559
	Iteration 0F: 3 clusters Score -1462264 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1464432.000000 Penalty: 4555.872559
	Iteration 1F: 3 clusters Score -1464432 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1464782.125000 Penalty: 4555.872559
	Iteration 2F: 3 clusters Score -1464782 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1465094.625000 Penalty: 4555.872559
	Iteration 3F: 3 clusters Score -1465095 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1465360.250000 Penalty: 4555.872559
	Iteration 4Q: 3 clusters Score -1465360 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1465647.875000 Penalty: 4555.872559
	Iteration 5Q: 3 clusters Score -1465648 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1465999.375000 Penalty: 4555.872559
	Iteration 6Q: 3 clusters Score -1465999 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1466327.000000 Penalty: 4555.872559
	Iteration 7Q: 3 clusters Score -1466327 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1466631.500000 Penalty: 4555.872559
	Iteration 8Q: 3 clusters Score -1466632 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1466909.375000 Penalty: 4555.872559
	Iteration 9Q: 3 clusters Score -1466909 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1467141.375000 Penalty: 4555.872559
	Iteration 10Q: 3 clusters Score -1467141 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1467348.750000 Penalty: 4555.872559
	Iteration 11Q: 3 clusters Score -1467349 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1467519.375000 Penalty: 4555.872559
	Iteration 12Q: 3 clusters Score -1467519 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1467674.125000 Penalty: 4555.872559
	Iteration 13Q: 3 clusters Score -1467674 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1467840.875000 Penalty: 4555.872559
	Iteration 14Q: 3 clusters Score -1467841 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1468018.375000 Penalty: 4555.872559
	Iteration 15Q: 3 clusters Score -1468018 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1468168.125000 Penalty: 4555.872559
	Iteration 16Q: 3 clusters Score -1468168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1468277.125000 Penalty: 4555.872559
	Iteration 17Q: 3 clusters Score -1468277 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1468368.875000 Penalty: 4555.872559
	Iteration 18Q: 3 clusters Score -1468369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1468434.125000 Penalty: 4555.872559
	Iteration 19Q: 3 clusters Score -1468434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1468484.125000 Penalty: 4555.872559
	Iteration 20F: 3 clusters Score -1468484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1468521.750000 Penalty: 4555.872559
	Iteration 21Q: 3 clusters Score -1468522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1468560.500000 Penalty: 4555.872559
	Iteration 22Q: 3 clusters Score -1468560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1468601.375000 Penalty: 4555.872559
	Iteration 23Q: 3 clusters Score -1468601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1468630.000000 Penalty: 4555.872559
	Iteration 24Q: 3 clusters Score -1468630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1468658.375000 Penalty: 4555.872559
	Iteration 25Q: 3 clusters Score -1468658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1468679.375000 Penalty: 4555.872559
	Iteration 26Q: 3 clusters Score -1468679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1468693.000000 Penalty: 4555.872559
	Iteration 27Q: 3 clusters Score -1468693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1468703.000000 Penalty: 4555.872559
	Iteration 28Q: 3 clusters Score -1468703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1468719.750000 Penalty: 4555.872559
	Iteration 29Q: 3 clusters Score -1468720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1468734.500000 Penalty: 4555.872559
	Iteration 30Q: 3 clusters Score -1468734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1468751.375000 Penalty: 4555.872559
	Iteration 31Q: 3 clusters Score -1468751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1468770.875000 Penalty: 4555.872559
	Iteration 32Q: 3 clusters Score -1468771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1468796.125000 Penalty: 4555.872559
	Iteration 33Q: 3 clusters Score -1468796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1468819.750000 Penalty: 4555.872559
	Iteration 34Q: 3 clusters Score -1468820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1468842.000000 Penalty: 4555.872559
	Iteration 35Q: 3 clusters Score -1468842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1468869.250000 Penalty: 4555.872559
	Iteration 36Q: 3 clusters Score -1468869 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1468895.250000 Penalty: 4555.872559
	Iteration 37Q: 3 clusters Score -1468895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1468920.500000 Penalty: 4555.872559
	Iteration 38Q: 3 clusters Score -1468920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1468958.875000 Penalty: 4555.872559
	Iteration 39Q: 3 clusters Score -1468959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1468994.000000 Penalty: 4555.872559
	Iteration 40F: 3 clusters Score -1468994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1469021.250000 Penalty: 4555.872559
	Iteration 41Q: 3 clusters Score -1469021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1469036.625000 Penalty: 4555.872559
	Iteration 42Q: 3 clusters Score -1469037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1469044.500000 Penalty: 4555.872559
	Iteration 43Q: 3 clusters Score -1469044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1469049.500000 Penalty: 4555.872559
	Iteration 44Q: 3 clusters Score -1469050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1469051.375000 Penalty: 4555.872559
	Iteration 45Q: 3 clusters Score -1469051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1469050.250000 Penalty: 4555.872559
	Iteration 46Q: 3 clusters Score -1469050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1469052.125000 Penalty: 4555.872559
	Iteration 47Q: 3 clusters Score -1469052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1469052.250000 Penalty: 4555.872559
	Iteration 48Q: 3 clusters Score -1469052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1469052.250000 Penalty: 4555.872559
	Iteration 49Q: 3 clusters Score -1469052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1469052.250000 Penalty: 4555.872559
	Iteration 50F: 3 clusters Score -1469052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116764.382812 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116764.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117225.343750 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117225.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117586.960938 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117990.218750 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117990.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118372.507812 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -118372.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118597.742188 Penalty: 3381.100830
	Iteration 5F: 3 clusters Score -118597.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118689.984375 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118726.164062 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -118762.375000 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118793.250000 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118809.382812 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118822.562500 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118826.078125 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118826.078125 Penalty: 3381.100830
	Iteration 13F: 3 clusters Score -118826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103265 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 254 members 
Mstep: Class 36 contains 659 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165040.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104166328.000000 to -104165040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55710.566406 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -55710.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54296.261719 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -54296.26 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54490.296875 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -54490.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54562.351562 Penalty: 3031.287842
	Iteration 2Q: 3 clusters Score -54562.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54586.160156 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -54586.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54592.707031 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -54592.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54597.398438 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -54597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54600.777344 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -54600.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54606.398438 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -54606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54607.664062 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -54607.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54613.210938 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -54613.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54613.210938 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -54613.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97020.625000 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97020.62 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97344.632812 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97344.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97490.195312 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97490.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97590.062500 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97590.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97641.546875 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97641.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97698.242188 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97698.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97763.875000 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97763.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97814.007812 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97814.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97859.968750 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97859.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97889.984375 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97889.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97920.078125 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97920.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97956.109375 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97956.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97994.429688 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -97994.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98036.695312 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -98036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98083.500000 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98117.265625 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98117.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98150.164062 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98150.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98172.570312 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98172.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98191.062500 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98191.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98212.000000 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98230.710938 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98230.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98236.812500 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -98236.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98247.242188 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -98247.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98255.226562 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -98255.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98259.007812 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -98259.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98264.617188 Penalty: 3267.424805
	Iteration 25Q: 3 clusters Score -98264.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98266.210938 Penalty: 3267.424805
	Iteration 26Q: 3 clusters Score -98266.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98266.210938 Penalty: 3267.424805
	Iteration 27F: 3 clusters Score -98266.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117663 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95482 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 61915 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33458 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103265 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166248.000000 Penalty: 123466.296875
Iteration 279Q: 38 clusters Score -1.041662e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117621 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95483 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22371 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 62075 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33470 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103184 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166256.000000 Penalty: 123466.296875
Iteration 280F: 38 clusters Score -1.041663e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117594 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95476 members 
Mstep: Class 14 contains 14944 members 
Mstep: Class 15 contains 22370 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 62199 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33482 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103127 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166336.000000 Penalty: 123466.296875
Iteration 281Q: 38 clusters Score -1.041663e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117549 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95491 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 22368 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17770 members 
Mstep: Class 19 contains 62297 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33488 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36505 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103098 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166496.000000 Penalty: 123466.296875
Iteration 282Q: 38 clusters Score -1.041665e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117494 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95501 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 22369 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 62397 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33507 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36507 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103058 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166536.000000 Penalty: 123466.296875
Iteration 283Q: 38 clusters Score -1.041665e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117434 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95496 members 
Mstep: Class 14 contains 14949 members 
Mstep: Class 15 contains 22367 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17764 members 
Mstep: Class 19 contains 62502 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33532 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103043 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166536.000000 Penalty: 123466.296875
Iteration 284Q: 38 clusters Score -1.041665e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117380 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95501 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 62616 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33549 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36511 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 103014 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166496.000000 Penalty: 123466.296875
Iteration 285Q: 38 clusters Score -1.041665e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117330 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 11580 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95505 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17758 members 
Mstep: Class 19 contains 62725 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102997 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166544.000000 Penalty: 123466.296875
Iteration 286Q: 38 clusters Score -1.041665e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117312 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95477 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 22367 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17748 members 
Mstep: Class 19 contains 62844 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33578 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36516 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102966 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166512.000000 Penalty: 123466.296875
Iteration 287Q: 38 clusters Score -1.041665e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117278 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42452 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5863 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95441 members 
Mstep: Class 14 contains 14940 members 
Mstep: Class 15 contains 22368 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17747 members 
Mstep: Class 19 contains 62975 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33602 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102919 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166520.000000 Penalty: 123466.296875
Iteration 288Q: 38 clusters Score -1.041665e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117253 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95400 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 22369 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17750 members 
Mstep: Class 19 contains 63108 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102864 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166568.000000 Penalty: 123466.296875
Iteration 289Q: 38 clusters Score -1.041666e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117231 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42456 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95386 members 
Mstep: Class 14 contains 14941 members 
Mstep: Class 15 contains 22365 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17745 members 
Mstep: Class 19 contains 63219 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33653 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102825 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166712.000000 Penalty: 123466.296875
Iteration 290Q: 38 clusters Score -1.041667e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117225 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95332 members 
Mstep: Class 14 contains 14940 members 
Mstep: Class 15 contains 22363 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17737 members 
Mstep: Class 19 contains 63318 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25211 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102828 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166560.000000 Penalty: 123466.296875
Iteration 291Q: 38 clusters Score -1.041666e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117212 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42454 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95281 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 22358 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 63419 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 33688 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102837 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166496.000000 Penalty: 123466.296875
Iteration 292Q: 38 clusters Score -1.041665e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 117193 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5825 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95245 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 22355 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 63530 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33707 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25204 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36507 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102811 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166728.000000 Penalty: 123466.296875
Iteration 293Q: 38 clusters Score -1.041667e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117190 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95192 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 22350 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 63639 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33716 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25202 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 36502 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102789 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166752.000000 Penalty: 123466.296875
Iteration 294Q: 38 clusters Score -1.041668e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117182 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95127 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 63744 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33724 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25195 members 
Mstep: Class 24 contains 13888 members 
Mstep: Class 25 contains 36502 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102790 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166664.000000 Penalty: 123466.296875
Iteration 295Q: 38 clusters Score -1.041667e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117156 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95062 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 63848 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33726 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25195 members 
Mstep: Class 24 contains 13888 members 
Mstep: Class 25 contains 36503 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102794 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166672.000000 Penalty: 123466.296875
Iteration 296Q: 38 clusters Score -1.041667e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117110 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5784 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 95005 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 63974 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33739 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13888 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102790 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166608.000000 Penalty: 123466.296875
Iteration 297Q: 38 clusters Score -1.041666e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117069 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5770 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94946 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 64092 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25193 members 
Mstep: Class 24 contains 13888 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102806 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166472.000000 Penalty: 123466.296875
Iteration 298Q: 38 clusters Score -1.041665e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117030 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5761 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94898 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 22330 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 64209 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33755 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 36511 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102794 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166472.000000 Penalty: 123466.296875
Iteration 299Q: 38 clusters Score -1.041665e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 117020 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5749 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94856 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22325 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 17699 members 
Mstep: Class 19 contains 64299 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 33758 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25196 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102790 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166480.000000 Penalty: 123466.296875
Iteration 300F: 38 clusters Score -1.041665e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116989 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5738 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94812 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22331 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 17692 members 
Mstep: Class 19 contains 64415 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25195 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102766 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166520.000000 Penalty: 123466.296875
Iteration 301Q: 38 clusters Score -1.041665e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116960 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5728 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94791 members 
Mstep: Class 14 contains 14925 members 
Mstep: Class 15 contains 22333 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 17689 members 
Mstep: Class 19 contains 64519 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25193 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 36516 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102735 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166568.000000 Penalty: 123466.296875
Iteration 302Q: 38 clusters Score -1.041666e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116912 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94752 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22331 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 64657 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 36512 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102709 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166824.000000 Penalty: 123466.296875
Iteration 303Q: 38 clusters Score -1.041668e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116878 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5712 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94709 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 22338 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 64791 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 33776 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 36511 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102688 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166856.000000 Penalty: 123466.296875
Iteration 304Q: 38 clusters Score -1.041669e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116860 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94664 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 22337 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 64905 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33773 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102670 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166872.000000 Penalty: 123466.296875
Iteration 305Q: 38 clusters Score -1.041669e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5695 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94616 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22338 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 65007 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25183 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36516 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102665 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166832.000000 Penalty: 123466.296875
Iteration 306Q: 38 clusters Score -1.041668e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116794 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94546 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22338 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 65115 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33783 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25187 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102683 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166840.000000 Penalty: 123466.296875
Iteration 307Q: 38 clusters Score -1.041668e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116753 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94477 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 65236 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33790 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25186 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36512 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102700 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166968.000000 Penalty: 123466.296875
Iteration 308Q: 38 clusters Score -1.04167e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116732 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94409 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22341 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 65352 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 33788 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102711 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166920.000000 Penalty: 123466.296875
Iteration 309Q: 38 clusters Score -1.041669e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 116748 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94333 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 65463 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33789 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25184 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36506 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102682 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167032.000000 Penalty: 123466.296875
Iteration 310Q: 38 clusters Score -1.04167e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 116767 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5627 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94247 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 65577 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33788 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25187 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36509 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102651 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167216.000000 Penalty: 123466.296875
Iteration 311Q: 38 clusters Score -1.041672e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116807 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94185 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17647 members 
Mstep: Class 19 contains 65668 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36510 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102601 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167264.000000 Penalty: 123466.296875
Iteration 312Q: 38 clusters Score -1.041673e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116813 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94089 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17646 members 
Mstep: Class 19 contains 65769 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102591 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167504.000000 Penalty: 123466.296875
Iteration 313Q: 38 clusters Score -1.041675e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116813 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 94011 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17645 members 
Mstep: Class 19 contains 65869 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36516 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102580 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167552.000000 Penalty: 123466.296875
Iteration 314Q: 38 clusters Score -1.041676e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116797 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93952 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 65957 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33784 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102591 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167544.000000 Penalty: 123466.296875
Iteration 315Q: 38 clusters Score -1.041675e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116788 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42465 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93894 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17640 members 
Mstep: Class 19 contains 66038 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33788 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102594 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 451 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167576.000000 Penalty: 123466.296875
Iteration 316Q: 38 clusters Score -1.041676e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116781 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42466 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93802 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22344 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17641 members 
Mstep: Class 19 contains 66118 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33793 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25195 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36514 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102625 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167584.000000 Penalty: 123466.296875
Iteration 317Q: 38 clusters Score -1.041676e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 116785 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42468 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5560 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93711 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17649 members 
Mstep: Class 19 contains 66206 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33792 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36515 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102647 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167584.000000 Penalty: 123466.296875
Iteration 318Q: 38 clusters Score -1.041676e+08 nChanged 502
Entering ConstructFrom: 
Score: -104167584.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -1787046.125000 Penalty: 2319.471436
	Iteration 0F: 2 clusters Score -1787046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1778362.625000 Penalty: 4638.942871
	Iteration 0F: 3 clusters Score -1778363 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1780961.875000 Penalty: 4638.942871
	Iteration 1F: 3 clusters Score -1780962 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1781233.875000 Penalty: 4638.942871
	Iteration 2F: 3 clusters Score -1781234 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1781412.500000 Penalty: 4638.942871
	Iteration 3Q: 3 clusters Score -1781412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1781539.750000 Penalty: 4638.942871
	Iteration 4Q: 3 clusters Score -1781540 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1781649.500000 Penalty: 4638.942871
	Iteration 5Q: 3 clusters Score -1781650 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1781737.750000 Penalty: 4638.942871
	Iteration 6Q: 3 clusters Score -1781738 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1781826.625000 Penalty: 4638.942871
	Iteration 7Q: 3 clusters Score -1781827 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1781923.750000 Penalty: 4638.942871
	Iteration 8Q: 3 clusters Score -1781924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1782037.500000 Penalty: 4638.942871
	Iteration 9Q: 3 clusters Score -1782038 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1782181.875000 Penalty: 4638.942871
	Iteration 10Q: 3 clusters Score -1782182 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1782328.125000 Penalty: 4638.942871
	Iteration 11Q: 3 clusters Score -1782328 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1782515.125000 Penalty: 4638.942871
	Iteration 12Q: 3 clusters Score -1782515 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1782738.875000 Penalty: 4638.942871
	Iteration 13Q: 3 clusters Score -1782739 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1782995.375000 Penalty: 4638.942871
	Iteration 14Q: 3 clusters Score -1782995 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1783291.625000 Penalty: 4638.942871
	Iteration 15Q: 3 clusters Score -1783292 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1783601.500000 Penalty: 4638.942871
	Iteration 16Q: 3 clusters Score -1783602 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1783901.625000 Penalty: 4638.942871
	Iteration 17Q: 3 clusters Score -1783902 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1784179.000000 Penalty: 4638.942871
	Iteration 18Q: 3 clusters Score -1784179 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1784392.875000 Penalty: 4638.942871
	Iteration 19Q: 3 clusters Score -1784393 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1784551.000000 Penalty: 4638.942871
	Iteration 20F: 3 clusters Score -1784551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1784690.125000 Penalty: 4638.942871
	Iteration 21Q: 3 clusters Score -1784690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1784787.875000 Penalty: 4638.942871
	Iteration 22Q: 3 clusters Score -1784788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1784852.750000 Penalty: 4638.942871
	Iteration 23Q: 3 clusters Score -1784853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1784890.250000 Penalty: 4638.942871
	Iteration 24Q: 3 clusters Score -1784890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1784922.250000 Penalty: 4638.942871
	Iteration 25Q: 3 clusters Score -1784922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1784953.000000 Penalty: 4638.942871
	Iteration 26Q: 3 clusters Score -1784953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1784976.375000 Penalty: 4638.942871
	Iteration 27Q: 3 clusters Score -1784976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1784993.000000 Penalty: 4638.942871
	Iteration 28Q: 3 clusters Score -1784993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1785009.875000 Penalty: 4638.942871
	Iteration 29Q: 3 clusters Score -1785010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1785023.750000 Penalty: 4638.942871
	Iteration 30Q: 3 clusters Score -1785024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1785032.375000 Penalty: 4638.942871
	Iteration 31Q: 3 clusters Score -1785032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1785040.875000 Penalty: 4638.942871
	Iteration 32Q: 3 clusters Score -1785041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1785043.125000 Penalty: 4638.942871
	Iteration 33Q: 3 clusters Score -1785043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1785043.750000 Penalty: 4638.942871
	Iteration 34Q: 3 clusters Score -1785044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1785050.375000 Penalty: 4638.942871
	Iteration 35Q: 3 clusters Score -1785050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1785050.375000 Penalty: 4638.942871
	Iteration 36F: 3 clusters Score -1785050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -304719.218750 Penalty: 1891.872314
	Iteration 0F: 2 clusters Score -304719.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -302126.687500 Penalty: 3783.744629
	Iteration 0F: 3 clusters Score -302126.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -302616.906250 Penalty: 3783.744629
	Iteration 1F: 3 clusters Score -302616.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -302800.937500 Penalty: 3783.744629
	Iteration 2F: 3 clusters Score -302800.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -302904.250000 Penalty: 3783.744629
	Iteration 3F: 3 clusters Score -302904.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -302981.906250 Penalty: 3783.744629
	Iteration 4Q: 3 clusters Score -302981.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -303025.312500 Penalty: 3783.744629
	Iteration 5Q: 3 clusters Score -303025.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303055.406250 Penalty: 3783.744629
	Iteration 6Q: 3 clusters Score -303055.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -303075.156250 Penalty: 3783.744629
	Iteration 7Q: 3 clusters Score -303075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -303083.968750 Penalty: 3783.744629
	Iteration 8Q: 3 clusters Score -303084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -303090.468750 Penalty: 3783.744629
	Iteration 9Q: 3 clusters Score -303090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -303098.156250 Penalty: 3783.744629
	Iteration 10Q: 3 clusters Score -303098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -303101.750000 Penalty: 3783.744629
	Iteration 11Q: 3 clusters Score -303101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -303105.562500 Penalty: 3783.744629
	Iteration 12Q: 3 clusters Score -303105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303106.968750 Penalty: 3783.744629
	Iteration 13Q: 3 clusters Score -303107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -303111.750000 Penalty: 3783.744629
	Iteration 14Q: 3 clusters Score -303111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -303116.218750 Penalty: 3783.744629
	Iteration 15Q: 3 clusters Score -303116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -303119.187500 Penalty: 3783.744629
	Iteration 16Q: 3 clusters Score -303119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -303120.437500 Penalty: 3783.744629
	Iteration 17Q: 3 clusters Score -303120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -303120.812500 Penalty: 3783.744629
	Iteration 18Q: 3 clusters Score -303120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -303122.531250 Penalty: 3783.744629
	Iteration 19Q: 3 clusters Score -303122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -303124.187500 Penalty: 3783.744629
	Iteration 20F: 3 clusters Score -303124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -303127.656250 Penalty: 3783.744629
	Iteration 21Q: 3 clusters Score -303127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -303133.000000 Penalty: 3783.744629
	Iteration 22Q: 3 clusters Score -303133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -303139.437500 Penalty: 3783.744629
	Iteration 23Q: 3 clusters Score -303139.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -303148.812500 Penalty: 3783.744629
	Iteration 24Q: 3 clusters Score -303148.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -303153.437500 Penalty: 3783.744629
	Iteration 25Q: 3 clusters Score -303153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -303158.437500 Penalty: 3783.744629
	Iteration 26Q: 3 clusters Score -303158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -303160.875000 Penalty: 3783.744629
	Iteration 27Q: 3 clusters Score -303160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -303161.750000 Penalty: 3783.744629
	Iteration 28Q: 3 clusters Score -303161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -303164.812500 Penalty: 3783.744629
	Iteration 29Q: 3 clusters Score -303164.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -303169.031250 Penalty: 3783.744629
	Iteration 30Q: 3 clusters Score -303169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -303175.343750 Penalty: 3783.744629
	Iteration 31Q: 3 clusters Score -303175.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -303181.187500 Penalty: 3783.744629
	Iteration 32Q: 3 clusters Score -303181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -303183.812500 Penalty: 3783.744629
	Iteration 33Q: 3 clusters Score -303183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -303185.343750 Penalty: 3783.744629
	Iteration 34Q: 3 clusters Score -303185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -303186.343750 Penalty: 3783.744629
	Iteration 35Q: 3 clusters Score -303186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303187.468750 Penalty: 3783.744629
	Iteration 36Q: 3 clusters Score -303187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -303187.312500 Penalty: 3783.744629
	Iteration 37Q: 3 clusters Score -303187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -303188.781250 Penalty: 3783.744629
	Iteration 38Q: 3 clusters Score -303188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -303188.781250 Penalty: 3783.744629
	Iteration 39F: 3 clusters Score -303188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116777 members 
Entering Unmasked Estep 
Score: -17965690.000000 Penalty: 2893.669189
	Iteration 0F: 2 clusters Score -1.796569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -17889138.000000 Penalty: 5787.338379
	Iteration 0F: 3 clusters Score -1.788914e+07 nChanged 55375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -17920802.000000 Penalty: 5787.338379
	Iteration 1F: 3 clusters Score -1.79208e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -17921754.000000 Penalty: 5787.338379
	Iteration 2Q: 3 clusters Score -1.792175e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -17922714.000000 Penalty: 5787.338379
	Iteration 3Q: 3 clusters Score -1.792271e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -17924202.000000 Penalty: 5787.338379
	Iteration 4Q: 3 clusters Score -1.79242e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -17926256.000000 Penalty: 5787.338379
	Iteration 5Q: 3 clusters Score -1.792626e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -17929100.000000 Penalty: 5787.338379
	Iteration 6Q: 3 clusters Score -1.79291e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -17932818.000000 Penalty: 5787.338379
	Iteration 7F: 3 clusters Score -1.793282e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -17938044.000000 Penalty: 5787.338379
	Iteration 8F: 3 clusters Score -1.793804e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -17943968.000000 Penalty: 5787.338379
	Iteration 9F: 3 clusters Score -1.794397e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -17949346.000000 Penalty: 5787.338379
	Iteration 10F: 3 clusters Score -1.794935e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -17953226.000000 Penalty: 5787.338379
	Iteration 11Q: 3 clusters Score -1.795323e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -17955448.000000 Penalty: 5787.338379
	Iteration 12Q: 3 clusters Score -1.795545e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -17957078.000000 Penalty: 5787.338379
	Iteration 13Q: 3 clusters Score -1.795708e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -17958108.000000 Penalty: 5787.338379
	Iteration 14Q: 3 clusters Score -1.795811e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -17958968.000000 Penalty: 5787.338379
	Iteration 15Q: 3 clusters Score -1.795897e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -17959530.000000 Penalty: 5787.338379
	Iteration 16Q: 3 clusters Score -1.795953e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -17959950.000000 Penalty: 5787.338379
	Iteration 17Q: 3 clusters Score -1.795995e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -17960384.000000 Penalty: 5787.338379
	Iteration 18Q: 3 clusters Score -1.796038e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -17960708.000000 Penalty: 5787.338379
	Iteration 19Q: 3 clusters Score -1.796071e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -17960910.000000 Penalty: 5787.338379
	Iteration 20F: 3 clusters Score -1.796091e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -17961148.000000 Penalty: 5787.338379
	Iteration 21Q: 3 clusters Score -1.796115e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -17961432.000000 Penalty: 5787.338379
	Iteration 22Q: 3 clusters Score -1.796143e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -17961680.000000 Penalty: 5787.338379
	Iteration 23Q: 3 clusters Score -1.796168e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -17961864.000000 Penalty: 5787.338379
	Iteration 24Q: 3 clusters Score -1.796186e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -17962030.000000 Penalty: 5787.338379
	Iteration 25Q: 3 clusters Score -1.796203e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -17962156.000000 Penalty: 5787.338379
	Iteration 26Q: 3 clusters Score -1.796216e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -17962288.000000 Penalty: 5787.338379
	Iteration 27Q: 3 clusters Score -1.796229e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -17962446.000000 Penalty: 5787.338379
	Iteration 28Q: 3 clusters Score -1.796245e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -17962608.000000 Penalty: 5787.338379
	Iteration 29Q: 3 clusters Score -1.796261e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -17962782.000000 Penalty: 5787.338379
	Iteration 30Q: 3 clusters Score -1.796278e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -17962840.000000 Penalty: 5787.338379
	Iteration 31Q: 3 clusters Score -1.796284e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -17962974.000000 Penalty: 5787.338379
	Iteration 32Q: 3 clusters Score -1.796297e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -17963052.000000 Penalty: 5787.338379
	Iteration 33Q: 3 clusters Score -1.796305e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -17963186.000000 Penalty: 5787.338379
	Iteration 34Q: 3 clusters Score -1.796319e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -17963250.000000 Penalty: 5787.338379
	Iteration 35Q: 3 clusters Score -1.796325e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -17963292.000000 Penalty: 5787.338379
	Iteration 36Q: 3 clusters Score -1.796329e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 105241 members 
Entering Unmasked Estep 
Score: -17963374.000000 Penalty: 5787.338379
	Iteration 37Q: 3 clusters Score -1.796337e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 105817 members 
Entering Unmasked Estep 
Score: -17963318.000000 Penalty: 5787.338379
	Iteration 38Q: 3 clusters Score -1.796332e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 106332 members 
Entering Unmasked Estep 
Score: -17963390.000000 Penalty: 5787.338379
	Iteration 39Q: 3 clusters Score -1.796339e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -17963396.000000 Penalty: 5787.338379
	Iteration 40F: 3 clusters Score -1.79634e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 107327 members 
Entering Unmasked Estep 
Score: -17963488.000000 Penalty: 5787.338379
	Iteration 41Q: 3 clusters Score -1.796349e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -17963480.000000 Penalty: 5787.338379
	Iteration 42Q: 3 clusters Score -1.796348e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5787.338379
	Iteration 43Q: 3 clusters Score -1.796347e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -17963464.000000 Penalty: 5787.338379
	Iteration 44Q: 3 clusters Score -1.796346e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -17963438.000000 Penalty: 5787.338379
	Iteration 45Q: 3 clusters Score -1.796344e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -17963460.000000 Penalty: 5787.338379
	Iteration 46Q: 3 clusters Score -1.796346e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 109963 members 
Entering Unmasked Estep 
Score: -17963478.000000 Penalty: 5787.338379
	Iteration 47Q: 3 clusters Score -1.796348e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -17963446.000000 Penalty: 5787.338379
	Iteration 48Q: 3 clusters Score -1.796345e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -17963488.000000 Penalty: 5787.338379
	Iteration 49Q: 3 clusters Score -1.796349e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5787.338379
	Iteration 50Q: 3 clusters Score -1.796347e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -17963488.000000 Penalty: 5787.338379
	Iteration 51Q: 3 clusters Score -1.796349e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -17963488.000000 Penalty: 5787.338379
	Iteration 52Q: 3 clusters Score -1.796349e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -17963452.000000 Penalty: 5787.338379
	Iteration 53Q: 3 clusters Score -1.796345e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 111934 members 
Entering Unmasked Estep 
Score: -17963444.000000 Penalty: 5787.338379
	Iteration 54Q: 3 clusters Score -1.796344e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -17963412.000000 Penalty: 5787.338379
	Iteration 55Q: 3 clusters Score -1.796341e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -17963426.000000 Penalty: 5787.338379
	Iteration 56Q: 3 clusters Score -1.796343e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -17963400.000000 Penalty: 5787.338379
	Iteration 57Q: 3 clusters Score -1.79634e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -17963382.000000 Penalty: 5787.338379
	Iteration 58Q: 3 clusters Score -1.796338e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -17963384.000000 Penalty: 5787.338379
	Iteration 59Q: 3 clusters Score -1.796338e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -17963344.000000 Penalty: 5787.338379
	Iteration 60F: 3 clusters Score -1.796334e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -17963352.000000 Penalty: 5787.338379
	Iteration 61Q: 3 clusters Score -1.796335e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -17963382.000000 Penalty: 5787.338379
	Iteration 62Q: 3 clusters Score -1.796338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
Score: -17963414.000000 Penalty: 5787.338379
	Iteration 63Q: 3 clusters Score -1.796341e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 113361 members 
Entering Unmasked Estep 
Score: -17963406.000000 Penalty: 5787.338379
	Iteration 64Q: 3 clusters Score -1.796341e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 113448 members 
Entering Unmasked Estep 
Score: -17963390.000000 Penalty: 5787.338379
	Iteration 65Q: 3 clusters Score -1.796339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -17963380.000000 Penalty: 5787.338379
	Iteration 66Q: 3 clusters Score -1.796338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -17963394.000000 Penalty: 5787.338379
	Iteration 67Q: 3 clusters Score -1.796339e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -17963404.000000 Penalty: 5787.338379
	Iteration 68Q: 3 clusters Score -1.79634e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 113766 members 
Entering Unmasked Estep 
Score: -17963428.000000 Penalty: 5787.338379
	Iteration 69Q: 3 clusters Score -1.796343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 113832 members 
Entering Unmasked Estep 
Score: -17963404.000000 Penalty: 5787.338379
	Iteration 70Q: 3 clusters Score -1.79634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -17963394.000000 Penalty: 5787.338379
	Iteration 71Q: 3 clusters Score -1.796339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -17963416.000000 Penalty: 5787.338379
	Iteration 72Q: 3 clusters Score -1.796342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -17963402.000000 Penalty: 5787.338379
	Iteration 73Q: 3 clusters Score -1.79634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -17963402.000000 Penalty: 5787.338379
	Iteration 74Q: 3 clusters Score -1.79634e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 114105 members 
Entering Unmasked Estep 
Score: -17963426.000000 Penalty: 5787.338379
	Iteration 75Q: 3 clusters Score -1.796343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 114151 members 
Entering Unmasked Estep 
Score: -17963428.000000 Penalty: 5787.338379
	Iteration 76Q: 3 clusters Score -1.796343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -17963448.000000 Penalty: 5787.338379
	Iteration 77Q: 3 clusters Score -1.796345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -17963450.000000 Penalty: 5787.338379
	Iteration 78Q: 3 clusters Score -1.796345e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 114308 members 
Entering Unmasked Estep 
Score: -17963442.000000 Penalty: 5787.338379
	Iteration 79Q: 3 clusters Score -1.796344e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -17963450.000000 Penalty: 5787.338379
	Iteration 80F: 3 clusters Score -1.796345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -17963438.000000 Penalty: 5787.338379
	Iteration 81Q: 3 clusters Score -1.796344e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 114467 members 
Entering Unmasked Estep 
Score: -17963438.000000 Penalty: 5787.338379
	Iteration 82Q: 3 clusters Score -1.796344e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -17963458.000000 Penalty: 5787.338379
	Iteration 83Q: 3 clusters Score -1.796346e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -17963456.000000 Penalty: 5787.338379
	Iteration 84Q: 3 clusters Score -1.796346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -17963430.000000 Penalty: 5787.338379
	Iteration 85Q: 3 clusters Score -1.796343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 114622 members 
Entering Unmasked Estep 
Score: -17963404.000000 Penalty: 5787.338379
	Iteration 86Q: 3 clusters Score -1.79634e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 114655 members 
Entering Unmasked Estep 
Score: -17963418.000000 Penalty: 5787.338379
	Iteration 87Q: 3 clusters Score -1.796342e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 114684 members 
Entering Unmasked Estep 
Score: -17963436.000000 Penalty: 5787.338379
	Iteration 88Q: 3 clusters Score -1.796344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 114716 members 
Entering Unmasked Estep 
Score: -17963462.000000 Penalty: 5787.338379
	Iteration 89Q: 3 clusters Score -1.796346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -17963476.000000 Penalty: 5787.338379
	Iteration 90Q: 3 clusters Score -1.796348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -17963494.000000 Penalty: 5787.338379
	Iteration 91Q: 3 clusters Score -1.796349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -17963478.000000 Penalty: 5787.338379
	Iteration 92Q: 3 clusters Score -1.796348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -17963500.000000 Penalty: 5787.338379
	Iteration 93Q: 3 clusters Score -1.79635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -17963498.000000 Penalty: 5787.338379
	Iteration 94Q: 3 clusters Score -1.79635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -17963494.000000 Penalty: 5787.338379
	Iteration 95Q: 3 clusters Score -1.796349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -17963488.000000 Penalty: 5787.338379
	Iteration 96Q: 3 clusters Score -1.796349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -17963462.000000 Penalty: 5787.338379
	Iteration 97Q: 3 clusters Score -1.796346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -17963460.000000 Penalty: 5787.338379
	Iteration 98Q: 3 clusters Score -1.796346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5787.338379
	Iteration 99Q: 3 clusters Score -1.796347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -17963498.000000 Penalty: 5787.338379
	Iteration 100F: 3 clusters Score -1.79635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -17963504.000000 Penalty: 5787.338379
	Iteration 101Q: 3 clusters Score -1.79635e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -17963494.000000 Penalty: 5787.338379
	Iteration 102Q: 3 clusters Score -1.796349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -17963512.000000 Penalty: 5787.338379
	Iteration 103Q: 3 clusters Score -1.796351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 115086 members 
Entering Unmasked Estep 
Score: -17963508.000000 Penalty: 5787.338379
	Iteration 104Q: 3 clusters Score -1.796351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -17963486.000000 Penalty: 5787.338379
	Iteration 105Q: 3 clusters Score -1.796349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -17963494.000000 Penalty: 5787.338379
	Iteration 106Q: 3 clusters Score -1.796349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -17963484.000000 Penalty: 5787.338379
	Iteration 107Q: 3 clusters Score -1.796348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -17963472.000000 Penalty: 5787.338379
	Iteration 108Q: 3 clusters Score -1.796347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -17963472.000000 Penalty: 5787.338379
	Iteration 109Q: 3 clusters Score -1.796347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5787.338379
	Iteration 110Q: 3 clusters Score -1.796347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 115125 members 
Entering Unmasked Estep 
Score: -17963468.000000 Penalty: 5787.338379
	Iteration 111Q: 3 clusters Score -1.796347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -17963470.000000 Penalty: 5787.338379
	Iteration 112Q: 3 clusters Score -1.796347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -17963468.000000 Penalty: 5787.338379
	Iteration 113Q: 3 clusters Score -1.796347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 115131 members 
Entering Unmasked Estep 
Score: -17963460.000000 Penalty: 5787.338379
	Iteration 114Q: 3 clusters Score -1.796346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -17963464.000000 Penalty: 5787.338379
	Iteration 115Q: 3 clusters Score -1.796346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 115135 members 
Entering Unmasked Estep 
Score: -17963462.000000 Penalty: 5787.338379
	Iteration 116Q: 3 clusters Score -1.796346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -17963458.000000 Penalty: 5787.338379
	Iteration 117Q: 3 clusters Score -1.796346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -17963464.000000 Penalty: 5787.338379
	Iteration 118Q: 3 clusters Score -1.796346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 115137 members 
Entering Unmasked Estep 
Score: -17963464.000000 Penalty: 5787.338379
	Iteration 119F: 3 clusters Score -1.796346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17548.005859 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17548.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17954.089844 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17954.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18158.451172 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -18158.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18259.611328 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -18259.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18447.875000 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18447.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18525.005859 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -18525.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18531.775391 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -18531.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18607.828125 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -18607.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18902.886719 Penalty: 2632.900635
	Iteration 8Q: 3 clusters Score -18902.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18919.912109 Penalty: 2632.900635
	Iteration 9Q: 3 clusters Score -18919.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18919.912109 Penalty: 2632.900635
	Iteration 10F: 3 clusters Score -18919.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116777 members 
Mstep: Class 4 contains 69 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93605 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 66304 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102684 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 133 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165952.000000 Penalty: 126803.226562
Splitting cluster 4 changes total score from -104167584.000000 to -104165952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Entering Unmasked Estep 
Score: -6527312.000000 Penalty: 2642.807617
	Iteration 0F: 2 clusters Score -6527312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -6498636.500000 Penalty: 5285.615234
	Iteration 0F: 3 clusters Score -6498636 nChanged 19317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -6509336.000000 Penalty: 5285.615234
	Iteration 1F: 3 clusters Score -6509336 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -6509977.500000 Penalty: 5285.615234
	Iteration 2Q: 3 clusters Score -6509978 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6510742.500000 Penalty: 5285.615234
	Iteration 3Q: 3 clusters Score -6510742 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -6511870.000000 Penalty: 5285.615234
	Iteration 4Q: 3 clusters Score -6511870 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -6513549.000000 Penalty: 5285.615234
	Iteration 5F: 3 clusters Score -6513549 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -6515738.000000 Penalty: 5285.615234
	Iteration 6F: 3 clusters Score -6515738 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -6518141.500000 Penalty: 5285.615234
	Iteration 7F: 3 clusters Score -6518142 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 16668 members 
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Mstep: Class 2 contains 16041 members 
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Mstep: Class 2 contains 15469 members 
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Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6526363.500000 Penalty: 5285.615234
	Iteration 102Q: 3 clusters Score -6526364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -6526363.000000 Penalty: 5285.615234
	Iteration 103Q: 3 clusters Score -6526363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6526360.500000 Penalty: 5285.615234
	Iteration 104Q: 3 clusters Score -6526360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6526358.500000 Penalty: 5285.615234
	Iteration 105Q: 3 clusters Score -6526358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6526363.000000 Penalty: 5285.615234
	Iteration 106Q: 3 clusters Score -6526363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6526368.500000 Penalty: 5285.615234
	Iteration 107Q: 3 clusters Score -6526368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6526367.500000 Penalty: 5285.615234
	Iteration 108Q: 3 clusters Score -6526368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6526375.000000 Penalty: 5285.615234
	Iteration 109Q: 3 clusters Score -6526375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6526367.500000 Penalty: 5285.615234
	Iteration 110Q: 3 clusters Score -6526368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6526368.000000 Penalty: 5285.615234
	Iteration 111Q: 3 clusters Score -6526368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6526363.500000 Penalty: 5285.615234
	Iteration 112Q: 3 clusters Score -6526364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6526363.500000 Penalty: 5285.615234
	Iteration 113F: 3 clusters Score -6526364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -323230.031250 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -323230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -320417.093750 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -320417.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321088.343750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -321088.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -321331.125000 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -321331.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321534.812500 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -321534.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -321705.000000 Penalty: 3839.153809
	Iteration 4F: 3 clusters Score -321705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -321901.562500 Penalty: 3839.153809
	Iteration 5F: 3 clusters Score -321901.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -322035.406250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -322035.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -322127.031250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -322127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -322188.937500 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -322188.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -322234.031250 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -322234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -322265.250000 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -322265.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322297.562500 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -322297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322318.968750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -322319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322337.125000 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -322337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322345.062500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -322345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -322354.937500 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -322354.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -322364.906250 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -322364.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322373.125000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -322373.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322380.156250 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -322380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -322382.906250 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -322382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -322385.562500 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -322385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -322386.062500 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -322386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322387.062500 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -322387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322387.500000 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -322387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322387.500000 Penalty: 3839.153809
	Iteration 24F: 3 clusters Score -322387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Entering Unmasked Estep 
Score: -1749943.500000 Penalty: 2320.758545
	Iteration 0F: 2 clusters Score -1749944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1741322.375000 Penalty: 4641.517090
	Iteration 0F: 3 clusters Score -1741322 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1743967.125000 Penalty: 4641.517090
	Iteration 1F: 3 clusters Score -1743967 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1744269.250000 Penalty: 4641.517090
	Iteration 2F: 3 clusters Score -1744269 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1744478.500000 Penalty: 4641.517090
	Iteration 3Q: 3 clusters Score -1744478 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1744650.750000 Penalty: 4641.517090
	Iteration 4Q: 3 clusters Score -1744651 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1744808.500000 Penalty: 4641.517090
	Iteration 5Q: 3 clusters Score -1744808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1744978.750000 Penalty: 4641.517090
	Iteration 6Q: 3 clusters Score -1744979 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1745171.000000 Penalty: 4641.517090
	Iteration 7Q: 3 clusters Score -1745171 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1745430.375000 Penalty: 4641.517090
	Iteration 8Q: 3 clusters Score -1745430 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1745727.750000 Penalty: 4641.517090
	Iteration 9Q: 3 clusters Score -1745728 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1746070.875000 Penalty: 4641.517090
	Iteration 10Q: 3 clusters Score -1746071 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1746457.875000 Penalty: 4641.517090
	Iteration 11Q: 3 clusters Score -1746458 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1746823.750000 Penalty: 4641.517090
	Iteration 12Q: 3 clusters Score -1746824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1747135.250000 Penalty: 4641.517090
	Iteration 13Q: 3 clusters Score -1747135 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1747390.000000 Penalty: 4641.517090
	Iteration 14Q: 3 clusters Score -1747390 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1747579.875000 Penalty: 4641.517090
	Iteration 15Q: 3 clusters Score -1747580 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1747736.375000 Penalty: 4641.517090
	Iteration 16Q: 3 clusters Score -1747736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1747826.750000 Penalty: 4641.517090
	Iteration 17Q: 3 clusters Score -1747827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1747890.375000 Penalty: 4641.517090
	Iteration 18Q: 3 clusters Score -1747890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1747935.500000 Penalty: 4641.517090
	Iteration 19Q: 3 clusters Score -1747936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1747976.250000 Penalty: 4641.517090
	Iteration 20F: 3 clusters Score -1747976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1747991.625000 Penalty: 4641.517090
	Iteration 21Q: 3 clusters Score -1747992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1748009.125000 Penalty: 4641.517090
	Iteration 22Q: 3 clusters Score -1748009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1748022.000000 Penalty: 4641.517090
	Iteration 23Q: 3 clusters Score -1748022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1748035.750000 Penalty: 4641.517090
	Iteration 24Q: 3 clusters Score -1748036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1748039.750000 Penalty: 4641.517090
	Iteration 25Q: 3 clusters Score -1748040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1748047.250000 Penalty: 4641.517090
	Iteration 26Q: 3 clusters Score -1748047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1748054.750000 Penalty: 4641.517090
	Iteration 27Q: 3 clusters Score -1748055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1748059.250000 Penalty: 4641.517090
	Iteration 28Q: 3 clusters Score -1748059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1748063.875000 Penalty: 4641.517090
	Iteration 29Q: 3 clusters Score -1748064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1748068.500000 Penalty: 4641.517090
	Iteration 30Q: 3 clusters Score -1748068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1748069.625000 Penalty: 4641.517090
	Iteration 31Q: 3 clusters Score -1748070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1748074.250000 Penalty: 4641.517090
	Iteration 32Q: 3 clusters Score -1748074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1748074.125000 Penalty: 4641.517090
	Iteration 33Q: 3 clusters Score -1748074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1748076.875000 Penalty: 4641.517090
	Iteration 34Q: 3 clusters Score -1748077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1748076.000000 Penalty: 4641.517090
	Iteration 35Q: 3 clusters Score -1748076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1748076.000000 Penalty: 4641.517090
	Iteration 36F: 3 clusters Score -1748076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -719017.125000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -719017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -714543.125000 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -714543.1 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -715619.625000 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -715619.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -715904.937500 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -715904.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -716171.312500 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -716171.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -716458.062500 Penalty: 4214.000977
	Iteration 4F: 3 clusters Score -716458.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -716757.312500 Penalty: 4214.000977
	Iteration 5F: 3 clusters Score -716757.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -717050.750000 Penalty: 4214.000977
	Iteration 6F: 3 clusters Score -717050.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -717317.562500 Penalty: 4214.000977
	Iteration 7F: 3 clusters Score -717317.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -717501.437500 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -717501.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -717629.625000 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -717629.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -717699.562500 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -717699.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -717733.187500 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -717733.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -717762.562500 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -717762.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -717787.812500 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -717787.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -717821.000000 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -717821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -717876.937500 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -717876.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -717961.250000 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -717961.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -718095.875000 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -718095.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -718302.625000 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -718302.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -718447.187500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -718447.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -718496.437500 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -718496.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -718516.625000 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -718516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -718528.687500 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -718528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -718532.687500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -718532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -718534.687500 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -718534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -718536.687500 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -718536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -718536.312500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -718536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -718536.312500 Penalty: 4214.000977
	Iteration 27F: 3 clusters Score -718536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -854334.750000 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -854334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -849465.187500 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -849465.2 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -850718.500000 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -850718.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -850986.000000 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -850986 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -851175.375000 Penalty: 4275.843262
	Iteration 3F: 3 clusters Score -851175.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -851310.750000 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -851310.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -851411.000000 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -851411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -851501.625000 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -851501.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -851597.687500 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -851597.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -851683.687500 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -851683.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -851778.562500 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -851778.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -851882.000000 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -851882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -851999.437500 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -851999.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -852123.625000 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -852123.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -852256.625000 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -852256.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -852388.812500 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -852388.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -852524.062500 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -852524.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -852627.312500 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -852627.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -852697.625000 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -852697.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -852730.562500 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -852730.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -852757.750000 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -852757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -852784.750000 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -852784.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -852802.187500 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -852802.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -852813.562500 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -852813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -852823.750000 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -852823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -852832.500000 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -852832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -852835.500000 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -852835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -852838.750000 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -852838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -852842.312500 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -852842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -852841.875000 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -852841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -852841.562500 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -852841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -852841.875000 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -852841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -852841.875000 Penalty: 4275.843262
	Iteration 31F: 3 clusters Score -852841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -367600.781250 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -367600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -364691.843750 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -364691.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -365285.562500 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -365285.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -365479.187500 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -365479.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -365660.968750 Penalty: 3862.129883
	Iteration 3F: 3 clusters Score -365661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -365886.062500 Penalty: 3862.129883
	Iteration 4F: 3 clusters Score -365886.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -366142.375000 Penalty: 3862.129883
	Iteration 5F: 3 clusters Score -366142.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -366329.937500 Penalty: 3862.129883
	Iteration 6F: 3 clusters Score -366329.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -366471.093750 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -366471.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -366567.656250 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -366567.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -366656.656250 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -366656.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -366723.468750 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -366723.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -366785.281250 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -366785.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -366829.906250 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -366829.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -366859.718750 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -366859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -366879.968750 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -366880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -366894.750000 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -366894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -366912.406250 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -366912.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -366928.843750 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -366928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -366935.062500 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -366935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -366939.625000 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -366939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -366943.843750 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -366943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -366946.937500 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -366946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -366948.968750 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -366949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -366950.187500 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -366950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -366951.687500 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -366951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -366951.687500 Penalty: 3862.129883
	Iteration 25F: 3 clusters Score -366951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -642793.187500 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -642793.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -638630.437500 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -638630.4 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -639571.750000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -639571.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -639818.687500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -639818.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -639981.937500 Penalty: 4164.940430
	Iteration 3F: 3 clusters Score -639981.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -640095.437500 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -640095.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -640199.187500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -640199.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -640294.812500 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -640294.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -640383.875000 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -640383.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -640491.187500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -640491.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -640620.812500 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -640620.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -640767.125000 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -640767.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -640913.437500 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -640913.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -641064.812500 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -641064.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -641199.625000 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -641199.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -641297.187500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -641297.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -641364.500000 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -641364.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -641404.500000 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -641404.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -641429.687500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -641429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -641445.937500 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -641445.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -641456.375000 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -641456.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -641466.375000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -641466.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -641479.500000 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -641479.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -641487.000000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -641487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -641489.812500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -641489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -641494.750000 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -641494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -641496.750000 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -641496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -641497.875000 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -641497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -641504.812500 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -641504.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -641511.937500 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -641511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -641518.937500 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -641518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -641525.250000 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -641525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -641529.750000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -641529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -641532.625000 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -641532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -641532.625000 Penalty: 4164.940430
	Iteration 33F: 3 clusters Score -641532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93567.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -93567.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -92001.203125 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -92001.2 nChanged 247
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: -92929.062500 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -92929.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93466.164062 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -93466.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93608.507812 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -93608.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -93674.812500 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -93674.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93698.640625 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -93698.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -93704.781250 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -93704.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93705.718750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -93705.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -93705.718750 Penalty: 3333.229248
	Iteration 8F: 3 clusters Score -93705.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116777 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 628 members 
Mstep: Class 13 contains 93605 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 66304 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102684 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165992.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104167584.000000 to -104165992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (93605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Entering Unmasked Estep 
Score: -14439287.000000 Penalty: 2838.816162
	Iteration 0F: 2 clusters Score -1.443929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -14377055.000000 Penalty: 5677.632324
	Iteration 0F: 3 clusters Score -1.437706e+07 nChanged 44098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -14402530.000000 Penalty: 5677.632324
	Iteration 1F: 3 clusters Score -1.440253e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -14403511.000000 Penalty: 5677.632324
	Iteration 2Q: 3 clusters Score -1.440351e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -14404658.000000 Penalty: 5677.632324
	Iteration 3Q: 3 clusters Score -1.440466e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -14406199.000000 Penalty: 5677.632324
	Iteration 4Q: 3 clusters Score -1.44062e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -14408000.000000 Penalty: 5677.632324
	Iteration 5Q: 3 clusters Score -1.4408e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -14409977.000000 Penalty: 5677.632324
	Iteration 6Q: 3 clusters Score -1.440998e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -14412403.000000 Penalty: 5677.632324
	Iteration 7Q: 3 clusters Score -1.44124e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -14415226.000000 Penalty: 5677.632324
	Iteration 8F: 3 clusters Score -1.441523e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -14418095.000000 Penalty: 5677.632324
	Iteration 9F: 3 clusters Score -1.44181e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -14420543.000000 Penalty: 5677.632324
	Iteration 10Q: 3 clusters Score -1.442054e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -14422010.000000 Penalty: 5677.632324
	Iteration 11Q: 3 clusters Score -1.442201e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -14422563.000000 Penalty: 5677.632324
	Iteration 12Q: 3 clusters Score -1.442256e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -14422895.000000 Penalty: 5677.632324
	Iteration 13Q: 3 clusters Score -1.44229e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -14423024.000000 Penalty: 5677.632324
	Iteration 14Q: 3 clusters Score -1.442302e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -14423067.000000 Penalty: 5677.632324
	Iteration 15Q: 3 clusters Score -1.442307e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -14423110.000000 Penalty: 5677.632324
	Iteration 16Q: 3 clusters Score -1.442311e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -14423176.000000 Penalty: 5677.632324
	Iteration 17Q: 3 clusters Score -1.442318e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -14423197.000000 Penalty: 5677.632324
	Iteration 18Q: 3 clusters Score -1.44232e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -14423218.000000 Penalty: 5677.632324
	Iteration 19Q: 3 clusters Score -1.442322e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -14423256.000000 Penalty: 5677.632324
	Iteration 20F: 3 clusters Score -1.442326e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -14423343.000000 Penalty: 5677.632324
	Iteration 21Q: 3 clusters Score -1.442334e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -14423442.000000 Penalty: 5677.632324
	Iteration 22Q: 3 clusters Score -1.442344e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -14423508.000000 Penalty: 5677.632324
	Iteration 23Q: 3 clusters Score -1.442351e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -14423630.000000 Penalty: 5677.632324
	Iteration 24Q: 3 clusters Score -1.442363e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -14423668.000000 Penalty: 5677.632324
	Iteration 25Q: 3 clusters Score -1.442367e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -14423706.000000 Penalty: 5677.632324
	Iteration 26Q: 3 clusters Score -1.442371e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -14423829.000000 Penalty: 5677.632324
	Iteration 27Q: 3 clusters Score -1.442383e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -14423931.000000 Penalty: 5677.632324
	Iteration 28Q: 3 clusters Score -1.442393e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -14424031.000000 Penalty: 5677.632324
	Iteration 29Q: 3 clusters Score -1.442403e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -14424095.000000 Penalty: 5677.632324
	Iteration 30Q: 3 clusters Score -1.44241e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -14424141.000000 Penalty: 5677.632324
	Iteration 31Q: 3 clusters Score -1.442414e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -14424201.000000 Penalty: 5677.632324
	Iteration 32Q: 3 clusters Score -1.44242e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -14424274.000000 Penalty: 5677.632324
	Iteration 33Q: 3 clusters Score -1.442427e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -14424352.000000 Penalty: 5677.632324
	Iteration 34Q: 3 clusters Score -1.442435e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -14424361.000000 Penalty: 5677.632324
	Iteration 35Q: 3 clusters Score -1.442436e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -14424409.000000 Penalty: 5677.632324
	Iteration 36Q: 3 clusters Score -1.442441e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -14424450.000000 Penalty: 5677.632324
	Iteration 37Q: 3 clusters Score -1.442445e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -14424509.000000 Penalty: 5677.632324
	Iteration 38Q: 3 clusters Score -1.442451e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -14424557.000000 Penalty: 5677.632324
	Iteration 39Q: 3 clusters Score -1.442456e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -14424623.000000 Penalty: 5677.632324
	Iteration 40F: 3 clusters Score -1.442462e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -14424669.000000 Penalty: 5677.632324
	Iteration 41Q: 3 clusters Score -1.442467e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -14424687.000000 Penalty: 5677.632324
	Iteration 42Q: 3 clusters Score -1.442469e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -14424720.000000 Penalty: 5677.632324
	Iteration 43Q: 3 clusters Score -1.442472e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -14424699.000000 Penalty: 5677.632324
	Iteration 44Q: 3 clusters Score -1.44247e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -14424742.000000 Penalty: 5677.632324
	Iteration 45Q: 3 clusters Score -1.442474e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -14424783.000000 Penalty: 5677.632324
	Iteration 46Q: 3 clusters Score -1.442478e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -14424784.000000 Penalty: 5677.632324
	Iteration 47Q: 3 clusters Score -1.442478e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -14424834.000000 Penalty: 5677.632324
	Iteration 48Q: 3 clusters Score -1.442483e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -14424844.000000 Penalty: 5677.632324
	Iteration 49Q: 3 clusters Score -1.442484e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -14424853.000000 Penalty: 5677.632324
	Iteration 50Q: 3 clusters Score -1.442485e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -14424837.000000 Penalty: 5677.632324
	Iteration 51Q: 3 clusters Score -1.442484e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -14424873.000000 Penalty: 5677.632324
	Iteration 52Q: 3 clusters Score -1.442487e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -14424901.000000 Penalty: 5677.632324
	Iteration 53Q: 3 clusters Score -1.44249e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -14424950.000000 Penalty: 5677.632324
	Iteration 54Q: 3 clusters Score -1.442495e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -14424946.000000 Penalty: 5677.632324
	Iteration 55Q: 3 clusters Score -1.442495e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -14424987.000000 Penalty: 5677.632324
	Iteration 56Q: 3 clusters Score -1.442499e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -14424973.000000 Penalty: 5677.632324
	Iteration 57Q: 3 clusters Score -1.442497e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -14424981.000000 Penalty: 5677.632324
	Iteration 58Q: 3 clusters Score -1.442498e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -14425048.000000 Penalty: 5677.632324
	Iteration 59Q: 3 clusters Score -1.442505e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -14425047.000000 Penalty: 5677.632324
	Iteration 60F: 3 clusters Score -1.442505e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -14425067.000000 Penalty: 5677.632324
	Iteration 61Q: 3 clusters Score -1.442507e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -14425141.000000 Penalty: 5677.632324
	Iteration 62Q: 3 clusters Score -1.442514e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -14425156.000000 Penalty: 5677.632324
	Iteration 63Q: 3 clusters Score -1.442516e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -14425145.000000 Penalty: 5677.632324
	Iteration 64Q: 3 clusters Score -1.442514e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -14425097.000000 Penalty: 5677.632324
	Iteration 65Q: 3 clusters Score -1.44251e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -14425129.000000 Penalty: 5677.632324
	Iteration 66Q: 3 clusters Score -1.442513e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -14425136.000000 Penalty: 5677.632324
	Iteration 67Q: 3 clusters Score -1.442514e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -14425166.000000 Penalty: 5677.632324
	Iteration 68Q: 3 clusters Score -1.442517e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -14425209.000000 Penalty: 5677.632324
	Iteration 69Q: 3 clusters Score -1.442521e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -14425205.000000 Penalty: 5677.632324
	Iteration 70Q: 3 clusters Score -1.44252e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -14425217.000000 Penalty: 5677.632324
	Iteration 71Q: 3 clusters Score -1.442522e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -14425253.000000 Penalty: 5677.632324
	Iteration 72Q: 3 clusters Score -1.442525e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -14425245.000000 Penalty: 5677.632324
	Iteration 73Q: 3 clusters Score -1.442524e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -14425283.000000 Penalty: 5677.632324
	Iteration 74Q: 3 clusters Score -1.442528e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -14425276.000000 Penalty: 5677.632324
	Iteration 75Q: 3 clusters Score -1.442528e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -14425299.000000 Penalty: 5677.632324
	Iteration 76Q: 3 clusters Score -1.44253e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -14425297.000000 Penalty: 5677.632324
	Iteration 77Q: 3 clusters Score -1.44253e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -14425319.000000 Penalty: 5677.632324
	Iteration 78Q: 3 clusters Score -1.442532e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -14425393.000000 Penalty: 5677.632324
	Iteration 79Q: 3 clusters Score -1.442539e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -14425429.000000 Penalty: 5677.632324
	Iteration 80F: 3 clusters Score -1.442543e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -14425471.000000 Penalty: 5677.632324
	Iteration 81Q: 3 clusters Score -1.442547e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -14425531.000000 Penalty: 5677.632324
	Iteration 82Q: 3 clusters Score -1.442553e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -14425619.000000 Penalty: 5677.632324
	Iteration 83Q: 3 clusters Score -1.442562e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -14425709.000000 Penalty: 5677.632324
	Iteration 84Q: 3 clusters Score -1.442571e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -14425730.000000 Penalty: 5677.632324
	Iteration 85Q: 3 clusters Score -1.442573e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -14425861.000000 Penalty: 5677.632324
	Iteration 86Q: 3 clusters Score -1.442586e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -14425897.000000 Penalty: 5677.632324
	Iteration 87Q: 3 clusters Score -1.44259e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -14425902.000000 Penalty: 5677.632324
	Iteration 88Q: 3 clusters Score -1.44259e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -14426029.000000 Penalty: 5677.632324
	Iteration 89Q: 3 clusters Score -1.442603e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -14426106.000000 Penalty: 5677.632324
	Iteration 90Q: 3 clusters Score -1.442611e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -14426177.000000 Penalty: 5677.632324
	Iteration 91Q: 3 clusters Score -1.442618e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -14426246.000000 Penalty: 5677.632324
	Iteration 92Q: 3 clusters Score -1.442625e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -14426419.000000 Penalty: 5677.632324
	Iteration 93Q: 3 clusters Score -1.442642e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -14426526.000000 Penalty: 5677.632324
	Iteration 94Q: 3 clusters Score -1.442653e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -14426624.000000 Penalty: 5677.632324
	Iteration 95Q: 3 clusters Score -1.442662e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -14426726.000000 Penalty: 5677.632324
	Iteration 96Q: 3 clusters Score -1.442673e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -14426888.000000 Penalty: 5677.632324
	Iteration 97Q: 3 clusters Score -1.442689e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -14426991.000000 Penalty: 5677.632324
	Iteration 98Q: 3 clusters Score -1.442699e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -14427171.000000 Penalty: 5677.632324
	Iteration 99Q: 3 clusters Score -1.442717e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -14427333.000000 Penalty: 5677.632324
	Iteration 100F: 3 clusters Score -1.442733e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -14427551.000000 Penalty: 5677.632324
	Iteration 101Q: 3 clusters Score -1.442755e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -14427698.000000 Penalty: 5677.632324
	Iteration 102Q: 3 clusters Score -1.44277e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -14427896.000000 Penalty: 5677.632324
	Iteration 103Q: 3 clusters Score -1.44279e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -14428164.000000 Penalty: 5677.632324
	Iteration 104Q: 3 clusters Score -1.442816e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -14428419.000000 Penalty: 5677.632324
	Iteration 105Q: 3 clusters Score -1.442842e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -14428735.000000 Penalty: 5677.632324
	Iteration 106Q: 3 clusters Score -1.442874e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -14429032.000000 Penalty: 5677.632324
	Iteration 107Q: 3 clusters Score -1.442903e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76851 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -14429368.000000 Penalty: 5677.632324
	Iteration 108Q: 3 clusters Score -1.442937e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -14429737.000000 Penalty: 5677.632324
	Iteration 109Q: 3 clusters Score -1.442974e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -14430100.000000 Penalty: 5677.632324
	Iteration 110Q: 3 clusters Score -1.44301e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -14430544.000000 Penalty: 5677.632324
	Iteration 111Q: 3 clusters Score -1.443054e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -14431090.000000 Penalty: 5677.632324
	Iteration 112Q: 3 clusters Score -1.443109e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -14431623.000000 Penalty: 5677.632324
	Iteration 113Q: 3 clusters Score -1.443162e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -14432122.000000 Penalty: 5677.632324
	Iteration 114Q: 3 clusters Score -1.443212e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -14432628.000000 Penalty: 5677.632324
	Iteration 115Q: 3 clusters Score -1.443263e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -14433183.000000 Penalty: 5677.632324
	Iteration 116Q: 3 clusters Score -1.443318e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -14433739.000000 Penalty: 5677.632324
	Iteration 117Q: 3 clusters Score -1.443374e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -14434234.000000 Penalty: 5677.632324
	Iteration 118Q: 3 clusters Score -1.443423e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14434760.000000 Penalty: 5677.632324
	Iteration 119Q: 3 clusters Score -1.443476e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -14435279.000000 Penalty: 5677.632324
	Iteration 120F: 3 clusters Score -1.443528e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -14435729.000000 Penalty: 5677.632324
	Iteration 121Q: 3 clusters Score -1.443573e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -14436023.000000 Penalty: 5677.632324
	Iteration 122Q: 3 clusters Score -1.443602e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14436297.000000 Penalty: 5677.632324
	Iteration 123Q: 3 clusters Score -1.44363e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14436461.000000 Penalty: 5677.632324
	Iteration 124Q: 3 clusters Score -1.443646e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92496 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14436591.000000 Penalty: 5677.632324
	Iteration 125Q: 3 clusters Score -1.443659e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14436650.000000 Penalty: 5677.632324
	Iteration 126Q: 3 clusters Score -1.443665e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14436694.000000 Penalty: 5677.632324
	Iteration 127Q: 3 clusters Score -1.443669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14436747.000000 Penalty: 5677.632324
	Iteration 128Q: 3 clusters Score -1.443675e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14436769.000000 Penalty: 5677.632324
	Iteration 129Q: 3 clusters Score -1.443677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92872 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14436802.000000 Penalty: 5677.632324
	Iteration 130Q: 3 clusters Score -1.44368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14436814.000000 Penalty: 5677.632324
	Iteration 131Q: 3 clusters Score -1.443681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14436809.000000 Penalty: 5677.632324
	Iteration 132Q: 3 clusters Score -1.443681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -14436818.000000 Penalty: 5677.632324
	Iteration 133Q: 3 clusters Score -1.443682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14436841.000000 Penalty: 5677.632324
	Iteration 134Q: 3 clusters Score -1.443684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14436862.000000 Penalty: 5677.632324
	Iteration 135Q: 3 clusters Score -1.443686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14436867.000000 Penalty: 5677.632324
	Iteration 136Q: 3 clusters Score -1.443687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14436873.000000 Penalty: 5677.632324
	Iteration 137Q: 3 clusters Score -1.443687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14436872.000000 Penalty: 5677.632324
	Iteration 138Q: 3 clusters Score -1.443687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14436876.000000 Penalty: 5677.632324
	Iteration 139Q: 3 clusters Score -1.443688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14436876.000000 Penalty: 5677.632324
	Iteration 140F: 3 clusters Score -1.443688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14436870.000000 Penalty: 5677.632324
	Iteration 141Q: 3 clusters Score -1.443687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14436870.000000 Penalty: 5677.632324
	Iteration 142F: 3 clusters Score -1.443687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Entering Unmasked Estep 
Score: -2264625.250000 Penalty: 2383.376953
	Iteration 0F: 2 clusters Score -2264625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2253768.750000 Penalty: 4766.753906
	Iteration 0F: 3 clusters Score -2253769 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2257223.500000 Penalty: 4766.753906
	Iteration 1F: 3 clusters Score -2257224 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2257692.000000 Penalty: 4766.753906
	Iteration 2F: 3 clusters Score -2257692 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2258233.250000 Penalty: 4766.753906
	Iteration 3F: 3 clusters Score -2258233 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2258929.750000 Penalty: 4766.753906
	Iteration 4F: 3 clusters Score -2258930 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2259719.750000 Penalty: 4766.753906
	Iteration 5F: 3 clusters Score -2259720 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2260590.500000 Penalty: 4766.753906
	Iteration 6F: 3 clusters Score -2260590 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2261445.500000 Penalty: 4766.753906
	Iteration 7F: 3 clusters Score -2261446 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2262197.750000 Penalty: 4766.753906
	Iteration 8F: 3 clusters Score -2262198 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2262810.500000 Penalty: 4766.753906
	Iteration 9F: 3 clusters Score -2262810 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2263235.000000 Penalty: 4766.753906
	Iteration 10Q: 3 clusters Score -2263235 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2263497.500000 Penalty: 4766.753906
	Iteration 11Q: 3 clusters Score -2263498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2263632.750000 Penalty: 4766.753906
	Iteration 12Q: 3 clusters Score -2263633 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2263699.750000 Penalty: 4766.753906
	Iteration 13Q: 3 clusters Score -2263700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2263748.250000 Penalty: 4766.753906
	Iteration 14Q: 3 clusters Score -2263748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2263767.250000 Penalty: 4766.753906
	Iteration 15Q: 3 clusters Score -2263767 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2263780.750000 Penalty: 4766.753906
	Iteration 16Q: 3 clusters Score -2263781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2263793.250000 Penalty: 4766.753906
	Iteration 17Q: 3 clusters Score -2263793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2263805.500000 Penalty: 4766.753906
	Iteration 18Q: 3 clusters Score -2263806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2263810.750000 Penalty: 4766.753906
	Iteration 19Q: 3 clusters Score -2263811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2263814.500000 Penalty: 4766.753906
	Iteration 20F: 3 clusters Score -2263814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2263823.750000 Penalty: 4766.753906
	Iteration 21Q: 3 clusters Score -2263824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2263836.000000 Penalty: 4766.753906
	Iteration 22Q: 3 clusters Score -2263836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2263834.750000 Penalty: 4766.753906
	Iteration 23Q: 3 clusters Score -2263835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2263837.250000 Penalty: 4766.753906
	Iteration 24Q: 3 clusters Score -2263837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2263836.500000 Penalty: 4766.753906
	Iteration 25Q: 3 clusters Score -2263836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2263838.000000 Penalty: 4766.753906
	Iteration 26Q: 3 clusters Score -2263838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2263835.500000 Penalty: 4766.753906
	Iteration 27Q: 3 clusters Score -2263836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2263839.500000 Penalty: 4766.753906
	Iteration 28Q: 3 clusters Score -2263840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2263839.750000 Penalty: 4766.753906
	Iteration 29Q: 3 clusters Score -2263840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2263842.000000 Penalty: 4766.753906
	Iteration 30Q: 3 clusters Score -2263842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2263839.750000 Penalty: 4766.753906
	Iteration 31Q: 3 clusters Score -2263840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2263846.750000 Penalty: 4766.753906
	Iteration 32Q: 3 clusters Score -2263847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2263842.750000 Penalty: 4766.753906
	Iteration 33Q: 3 clusters Score -2263843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2263844.250000 Penalty: 4766.753906
	Iteration 34Q: 3 clusters Score -2263844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2263845.250000 Penalty: 4766.753906
	Iteration 35Q: 3 clusters Score -2263845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2263850.500000 Penalty: 4766.753906
	Iteration 36Q: 3 clusters Score -2263850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2263847.500000 Penalty: 4766.753906
	Iteration 37Q: 3 clusters Score -2263848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2263846.750000 Penalty: 4766.753906
	Iteration 38Q: 3 clusters Score -2263847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2263846.500000 Penalty: 4766.753906
	Iteration 39Q: 3 clusters Score -2263846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2263845.000000 Penalty: 4766.753906
	Iteration 40F: 3 clusters Score -2263845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2263848.250000 Penalty: 4766.753906
	Iteration 41Q: 3 clusters Score -2263848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2263849.500000 Penalty: 4766.753906
	Iteration 42Q: 3 clusters Score -2263850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2263849.500000 Penalty: 4766.753906
	Iteration 43F: 3 clusters Score -2263850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Entering Unmasked Estep 
Score: -3224653.750000 Penalty: 2483.538330
	Iteration 0F: 2 clusters Score -3224654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3209251.750000 Penalty: 4967.076660
	Iteration 0F: 3 clusters Score -3209252 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3214769.500000 Penalty: 4967.076660
	Iteration 1F: 3 clusters Score -3214770 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3215495.750000 Penalty: 4967.076660
	Iteration 2F: 3 clusters Score -3215496 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3216119.500000 Penalty: 4967.076660
	Iteration 3F: 3 clusters Score -3216120 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -3216657.250000 Penalty: 4967.076660
	Iteration 4F: 3 clusters Score -3216657 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3217150.750000 Penalty: 4967.076660
	Iteration 5Q: 3 clusters Score -3217151 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3217624.000000 Penalty: 4967.076660
	Iteration 6Q: 3 clusters Score -3217624 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3218130.000000 Penalty: 4967.076660
	Iteration 7Q: 3 clusters Score -3218130 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3218633.500000 Penalty: 4967.076660
	Iteration 8Q: 3 clusters Score -3218634 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3219127.250000 Penalty: 4967.076660
	Iteration 9Q: 3 clusters Score -3219127 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3219563.500000 Penalty: 4967.076660
	Iteration 10Q: 3 clusters Score -3219564 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3219918.000000 Penalty: 4967.076660
	Iteration 11Q: 3 clusters Score -3219918 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3220226.750000 Penalty: 4967.076660
	Iteration 12Q: 3 clusters Score -3220227 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3220484.500000 Penalty: 4967.076660
	Iteration 13Q: 3 clusters Score -3220484 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3220721.750000 Penalty: 4967.076660
	Iteration 14Q: 3 clusters Score -3220722 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3220982.750000 Penalty: 4967.076660
	Iteration 15Q: 3 clusters Score -3220983 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3221236.250000 Penalty: 4967.076660
	Iteration 16Q: 3 clusters Score -3221236 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3221408.750000 Penalty: 4967.076660
	Iteration 17Q: 3 clusters Score -3221409 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3221518.750000 Penalty: 4967.076660
	Iteration 18Q: 3 clusters Score -3221519 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3221610.250000 Penalty: 4967.076660
	Iteration 19Q: 3 clusters Score -3221610 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3221652.000000 Penalty: 4967.076660
	Iteration 20F: 3 clusters Score -3221652 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3221689.750000 Penalty: 4967.076660
	Iteration 21Q: 3 clusters Score -3221690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3221710.250000 Penalty: 4967.076660
	Iteration 22Q: 3 clusters Score -3221710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3221738.750000 Penalty: 4967.076660
	Iteration 23Q: 3 clusters Score -3221739 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3221746.250000 Penalty: 4967.076660
	Iteration 24Q: 3 clusters Score -3221746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3221747.000000 Penalty: 4967.076660
	Iteration 25Q: 3 clusters Score -3221747 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3221771.750000 Penalty: 4967.076660
	Iteration 26Q: 3 clusters Score -3221772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3221786.500000 Penalty: 4967.076660
	Iteration 27Q: 3 clusters Score -3221786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3221789.750000 Penalty: 4967.076660
	Iteration 28Q: 3 clusters Score -3221790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3221794.000000 Penalty: 4967.076660
	Iteration 29Q: 3 clusters Score -3221794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3221807.250000 Penalty: 4967.076660
	Iteration 30Q: 3 clusters Score -3221807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3221820.250000 Penalty: 4967.076660
	Iteration 31Q: 3 clusters Score -3221820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3221819.000000 Penalty: 4967.076660
	Iteration 32Q: 3 clusters Score -3221819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3221824.500000 Penalty: 4967.076660
	Iteration 33Q: 3 clusters Score -3221824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3221837.250000 Penalty: 4967.076660
	Iteration 34Q: 3 clusters Score -3221837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3221844.500000 Penalty: 4967.076660
	Iteration 35Q: 3 clusters Score -3221844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3221849.750000 Penalty: 4967.076660
	Iteration 36Q: 3 clusters Score -3221850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3221862.500000 Penalty: 4967.076660
	Iteration 37Q: 3 clusters Score -3221862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3221865.500000 Penalty: 4967.076660
	Iteration 38Q: 3 clusters Score -3221866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3221872.000000 Penalty: 4967.076660
	Iteration 39Q: 3 clusters Score -3221872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3221879.250000 Penalty: 4967.076660
	Iteration 40F: 3 clusters Score -3221879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3221898.250000 Penalty: 4967.076660
	Iteration 41Q: 3 clusters Score -3221898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3221901.000000 Penalty: 4967.076660
	Iteration 42Q: 3 clusters Score -3221901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3221911.500000 Penalty: 4967.076660
	Iteration 43Q: 3 clusters Score -3221912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3221912.000000 Penalty: 4967.076660
	Iteration 44Q: 3 clusters Score -3221912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3221917.000000 Penalty: 4967.076660
	Iteration 45Q: 3 clusters Score -3221917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3221930.500000 Penalty: 4967.076660
	Iteration 46Q: 3 clusters Score -3221930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3221934.750000 Penalty: 4967.076660
	Iteration 47Q: 3 clusters Score -3221935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3221945.750000 Penalty: 4967.076660
	Iteration 48Q: 3 clusters Score -3221946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3221965.500000 Penalty: 4967.076660
	Iteration 49Q: 3 clusters Score -3221966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3221970.750000 Penalty: 4967.076660
	Iteration 50Q: 3 clusters Score -3221971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3221988.000000 Penalty: 4967.076660
	Iteration 51Q: 3 clusters Score -3221988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3222000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3222019.250000 Penalty: 4967.076660
	Iteration 53Q: 3 clusters Score -3222019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3222024.250000 Penalty: 4967.076660
	Iteration 54Q: 3 clusters Score -3222024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3222046.500000 Penalty: 4967.076660
	Iteration 55Q: 3 clusters Score -3222046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3222060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3222078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3222087 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3222117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3222167.000000 Penalty: 4967.076660
	Iteration 60F: 3 clusters Score -3222167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3222198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3222201.750000 Penalty: 4967.076660
	Iteration 62Q: 3 clusters Score -3222202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3222253.500000 Penalty: 4967.076660
	Iteration 63Q: 3 clusters Score -3222254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3222274.000000 Penalty: 4967.076660
	Iteration 64Q: 3 clusters Score -3222274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3222312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3222358 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3222389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3222421 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3222441.750000 Penalty: 4967.076660
	Iteration 69Q: 3 clusters Score -3222442 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3222466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3222504.250000 Penalty: 4967.076660
	Iteration 71Q: 3 clusters Score -3222504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3222528.250000 Penalty: 4967.076660
	Iteration 72Q: 3 clusters Score -3222528 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3222550.250000 Penalty: 4967.076660
	Iteration 73Q: 3 clusters Score -3222550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3222585 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3222623.000000 Penalty: 4967.076660
	Iteration 75Q: 3 clusters Score -3222623 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3222655 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3222672.500000 Penalty: 4967.076660
	Iteration 77Q: 3 clusters Score -3222672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3222693.250000 Penalty: 4967.076660
	Iteration 78Q: 3 clusters Score -3222693 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3222724.250000 Penalty: 4967.076660
	Iteration 79Q: 3 clusters Score -3222724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3222742.500000 Penalty: 4967.076660
	Iteration 80F: 3 clusters Score -3222742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3222768 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3222786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3222835 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3222870 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3222904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3222930 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3222962.500000 Penalty: 4967.076660
	Iteration 87Q: 3 clusters Score -3222962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3222988.500000 Penalty: 4967.076660
	Iteration 88Q: 3 clusters Score -3222988 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3223034.750000 Penalty: 4967.076660
	Iteration 89Q: 3 clusters Score -3223035 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3223064.750000 Penalty: 4967.076660
	Iteration 90Q: 3 clusters Score -3223065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3223100.250000 Penalty: 4967.076660
	Iteration 91Q: 3 clusters Score -3223100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3223121.500000 Penalty: 4967.076660
	Iteration 92Q: 3 clusters Score -3223122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3223145.250000 Penalty: 4967.076660
	Iteration 93Q: 3 clusters Score -3223145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3223153.500000 Penalty: 4967.076660
	Iteration 94Q: 3 clusters Score -3223154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3223174.500000 Penalty: 4967.076660
	Iteration 95Q: 3 clusters Score -3223174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3223199.250000 Penalty: 4967.076660
	Iteration 96Q: 3 clusters Score -3223199 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3223213.000000 Penalty: 4967.076660
	Iteration 97Q: 3 clusters Score -3223213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3223234.750000 Penalty: 4967.076660
	Iteration 98Q: 3 clusters Score -3223235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3223238.750000 Penalty: 4967.076660
	Iteration 99Q: 3 clusters Score -3223239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3223238.250000 Penalty: 4967.076660
	Iteration 100F: 3 clusters Score -3223238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3223255.250000 Penalty: 4967.076660
	Iteration 101Q: 3 clusters Score -3223255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3223266.500000 Penalty: 4967.076660
	Iteration 102Q: 3 clusters Score -3223266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3223271.500000 Penalty: 4967.076660
	Iteration 103Q: 3 clusters Score -3223272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3223290.500000 Penalty: 4967.076660
	Iteration 104Q: 3 clusters Score -3223290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3223301.500000 Penalty: 4967.076660
	Iteration 105Q: 3 clusters Score -3223302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3223303.500000 Penalty: 4967.076660
	Iteration 106Q: 3 clusters Score -3223304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3223312.750000 Penalty: 4967.076660
	Iteration 107Q: 3 clusters Score -3223313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3223320.750000 Penalty: 4967.076660
	Iteration 108Q: 3 clusters Score -3223321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3223327.500000 Penalty: 4967.076660
	Iteration 109Q: 3 clusters Score -3223328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3223343.000000 Penalty: 4967.076660
	Iteration 110Q: 3 clusters Score -3223343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3223353.250000 Penalty: 4967.076660
	Iteration 111Q: 3 clusters Score -3223353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3223355.250000 Penalty: 4967.076660
	Iteration 112Q: 3 clusters Score -3223355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3223357.000000 Penalty: 4967.076660
	Iteration 113Q: 3 clusters Score -3223357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3223359.750000 Penalty: 4967.076660
	Iteration 114Q: 3 clusters Score -3223360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3223366.000000 Penalty: 4967.076660
	Iteration 115Q: 3 clusters Score -3223366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3223376.500000 Penalty: 4967.076660
	Iteration 116Q: 3 clusters Score -3223376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3223375.250000 Penalty: 4967.076660
	Iteration 117Q: 3 clusters Score -3223375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3223387.500000 Penalty: 4967.076660
	Iteration 118Q: 3 clusters Score -3223388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3223391.750000 Penalty: 4967.076660
	Iteration 119Q: 3 clusters Score -3223392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3223395.750000 Penalty: 4967.076660
	Iteration 120F: 3 clusters Score -3223396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3223395.250000 Penalty: 4967.076660
	Iteration 121Q: 3 clusters Score -3223395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3223397.250000 Penalty: 4967.076660
	Iteration 122Q: 3 clusters Score -3223397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3223400.250000 Penalty: 4967.076660
	Iteration 123Q: 3 clusters Score -3223400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3223400.500000 Penalty: 4967.076660
	Iteration 124Q: 3 clusters Score -3223400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3223396.000000 Penalty: 4967.076660
	Iteration 125Q: 3 clusters Score -3223396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3223395.750000 Penalty: 4967.076660
	Iteration 126Q: 3 clusters Score -3223396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3223397.250000 Penalty: 4967.076660
	Iteration 127Q: 3 clusters Score -3223397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3223397.250000 Penalty: 4967.076660
	Iteration 128Q: 3 clusters Score -3223397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3223391.000000 Penalty: 4967.076660
	Iteration 129Q: 3 clusters Score -3223391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3223393.750000 Penalty: 4967.076660
	Iteration 130Q: 3 clusters Score -3223394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3223391.250000 Penalty: 4967.076660
	Iteration 131Q: 3 clusters Score -3223391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3223391.250000 Penalty: 4967.076660
	Iteration 132Q: 3 clusters Score -3223391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3223392.500000 Penalty: 4967.076660
	Iteration 133Q: 3 clusters Score -3223392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3223390.750000 Penalty: 4967.076660
	Iteration 134Q: 3 clusters Score -3223391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3223389.500000 Penalty: 4967.076660
	Iteration 135Q: 3 clusters Score -3223390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3223390.250000 Penalty: 4967.076660
	Iteration 136Q: 3 clusters Score -3223390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3223390.250000 Penalty: 4967.076660
	Iteration 137F: 3 clusters Score -3223390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -780144.750000 Penalty: 2123.511963
	Iteration 0F: 2 clusters Score -780144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -775455.187500 Penalty: 4247.023926
	Iteration 0F: 3 clusters Score -775455.2 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -776559.937500 Penalty: 4247.023926
	Iteration 1F: 3 clusters Score -776559.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -776796.375000 Penalty: 4247.023926
	Iteration 2F: 3 clusters Score -776796.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -776936.812500 Penalty: 4247.023926
	Iteration 3F: 3 clusters Score -776936.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -777054.250000 Penalty: 4247.023926
	Iteration 4Q: 3 clusters Score -777054.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -777148.250000 Penalty: 4247.023926
	Iteration 5Q: 3 clusters Score -777148.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -777260.562500 Penalty: 4247.023926
	Iteration 6Q: 3 clusters Score -777260.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -777381.375000 Penalty: 4247.023926
	Iteration 7Q: 3 clusters Score -777381.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -777525.937500 Penalty: 4247.023926
	Iteration 8Q: 3 clusters Score -777525.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -777683.562500 Penalty: 4247.023926
	Iteration 9Q: 3 clusters Score -777683.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -777811.375000 Penalty: 4247.023926
	Iteration 10Q: 3 clusters Score -777811.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -777914.812500 Penalty: 4247.023926
	Iteration 11Q: 3 clusters Score -777914.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -778017.000000 Penalty: 4247.023926
	Iteration 12Q: 3 clusters Score -778017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -778120.750000 Penalty: 4247.023926
	Iteration 13Q: 3 clusters Score -778120.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -778214.375000 Penalty: 4247.023926
	Iteration 14Q: 3 clusters Score -778214.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -778290.187500 Penalty: 4247.023926
	Iteration 15Q: 3 clusters Score -778290.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -778366.750000 Penalty: 4247.023926
	Iteration 16Q: 3 clusters Score -778366.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -778442.687500 Penalty: 4247.023926
	Iteration 17Q: 3 clusters Score -778442.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -778539.562500 Penalty: 4247.023926
	Iteration 18Q: 3 clusters Score -778539.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -778642.625000 Penalty: 4247.023926
	Iteration 19Q: 3 clusters Score -778642.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -778743.187500 Penalty: 4247.023926
	Iteration 20F: 3 clusters Score -778743.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -778849.375000 Penalty: 4247.023926
	Iteration 21Q: 3 clusters Score -778849.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -778953.062500 Penalty: 4247.023926
	Iteration 22Q: 3 clusters Score -778953.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -779050.937500 Penalty: 4247.023926
	Iteration 23Q: 3 clusters Score -779050.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -779113.187500 Penalty: 4247.023926
	Iteration 24Q: 3 clusters Score -779113.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -779148.312500 Penalty: 4247.023926
	Iteration 25Q: 3 clusters Score -779148.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -779168.062500 Penalty: 4247.023926
	Iteration 26Q: 3 clusters Score -779168.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -779181.187500 Penalty: 4247.023926
	Iteration 27Q: 3 clusters Score -779181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -779193.125000 Penalty: 4247.023926
	Iteration 28Q: 3 clusters Score -779193.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -779206.750000 Penalty: 4247.023926
	Iteration 29Q: 3 clusters Score -779206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -779213.500000 Penalty: 4247.023926
	Iteration 30Q: 3 clusters Score -779213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -779216.687500 Penalty: 4247.023926
	Iteration 31Q: 3 clusters Score -779216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -779220.125000 Penalty: 4247.023926
	Iteration 32Q: 3 clusters Score -779220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -779220.250000 Penalty: 4247.023926
	Iteration 33Q: 3 clusters Score -779220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -779220.750000 Penalty: 4247.023926
	Iteration 34Q: 3 clusters Score -779220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -779220.875000 Penalty: 4247.023926
	Iteration 35Q: 3 clusters Score -779220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -779223.750000 Penalty: 4247.023926
	Iteration 36Q: 3 clusters Score -779223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -779223.750000 Penalty: 4247.023926
	Iteration 37F: 3 clusters Score -779223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -2362178.750000 Penalty: 2395.366699
	Iteration 0F: 2 clusters Score -2362179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2350930.750000 Penalty: 4790.733398
	Iteration 0F: 3 clusters Score -2350931 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2354571.750000 Penalty: 4790.733398
	Iteration 1F: 3 clusters Score -2354572 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2355265.000000 Penalty: 4790.733398
	Iteration 2F: 3 clusters Score -2355265 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2356088.000000 Penalty: 4790.733398
	Iteration 3F: 3 clusters Score -2356088 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2356805.250000 Penalty: 4790.733398
	Iteration 4F: 3 clusters Score -2356805 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2357404.750000 Penalty: 4790.733398
	Iteration 5F: 3 clusters Score -2357405 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2358021.250000 Penalty: 4790.733398
	Iteration 6F: 3 clusters Score -2358021 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2358608.750000 Penalty: 4790.733398
	Iteration 7F: 3 clusters Score -2358609 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2359162.250000 Penalty: 4790.733398
	Iteration 8Q: 3 clusters Score -2359162 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2359627.000000 Penalty: 4790.733398
	Iteration 9Q: 3 clusters Score -2359627 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2360039.500000 Penalty: 4790.733398
	Iteration 10Q: 3 clusters Score -2360040 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2360407.500000 Penalty: 4790.733398
	Iteration 11Q: 3 clusters Score -2360408 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2360687.750000 Penalty: 4790.733398
	Iteration 12Q: 3 clusters Score -2360688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2360906.000000 Penalty: 4790.733398
	Iteration 13Q: 3 clusters Score -2360906 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2361055.500000 Penalty: 4790.733398
	Iteration 14Q: 3 clusters Score -2361056 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2361167.250000 Penalty: 4790.733398
	Iteration 15Q: 3 clusters Score -2361167 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2361274.250000 Penalty: 4790.733398
	Iteration 16Q: 3 clusters Score -2361274 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2361366.750000 Penalty: 4790.733398
	Iteration 17Q: 3 clusters Score -2361367 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2361456.000000 Penalty: 4790.733398
	Iteration 18Q: 3 clusters Score -2361456 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2361552.250000 Penalty: 4790.733398
	Iteration 19Q: 3 clusters Score -2361552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2361655.000000 Penalty: 4790.733398
	Iteration 20F: 3 clusters Score -2361655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2361734.250000 Penalty: 4790.733398
	Iteration 21Q: 3 clusters Score -2361734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2361777.250000 Penalty: 4790.733398
	Iteration 22Q: 3 clusters Score -2361777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2361807.500000 Penalty: 4790.733398
	Iteration 23Q: 3 clusters Score -2361808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2361833.000000 Penalty: 4790.733398
	Iteration 24Q: 3 clusters Score -2361833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2361838.250000 Penalty: 4790.733398
	Iteration 25Q: 3 clusters Score -2361838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2361848.750000 Penalty: 4790.733398
	Iteration 26Q: 3 clusters Score -2361849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2361851.500000 Penalty: 4790.733398
	Iteration 27Q: 3 clusters Score -2361852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2361855.500000 Penalty: 4790.733398
	Iteration 28Q: 3 clusters Score -2361856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2361853.750000 Penalty: 4790.733398
	Iteration 29Q: 3 clusters Score -2361854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2361853.750000 Penalty: 4790.733398
	Iteration 30F: 3 clusters Score -2361854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2701633.500000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2701634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2689122.000000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2689122 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2693367.000000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2693367 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2693775.750000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2693776 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2694117.000000 Penalty: 4850.159668
	Iteration 3Q: 3 clusters Score -2694117 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2694408.250000 Penalty: 4850.159668
	Iteration 4Q: 3 clusters Score -2694408 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2694669.000000 Penalty: 4850.159668
	Iteration 5Q: 3 clusters Score -2694669 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2694962.250000 Penalty: 4850.159668
	Iteration 6Q: 3 clusters Score -2694962 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2695281.750000 Penalty: 4850.159668
	Iteration 7Q: 3 clusters Score -2695282 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2695651.000000 Penalty: 4850.159668
	Iteration 8Q: 3 clusters Score -2695651 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2696071.250000 Penalty: 4850.159668
	Iteration 9Q: 3 clusters Score -2696071 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2696515.500000 Penalty: 4850.159668
	Iteration 10Q: 3 clusters Score -2696516 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2696997.250000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -2696997 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2697551.250000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -2697551 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2698113.500000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2698114 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2698603.250000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2698603 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2698974.500000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2698974 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2699240.000000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2699240 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2699411.750000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2699412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2699504.000000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2699504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2699569.000000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2699569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2699625.500000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2699626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2699661.750000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2699662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2699689.500000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2699690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2699713.000000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2699713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2699719.000000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2699719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2699731.000000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2699731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2699742.750000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -2699743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2699755.250000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -2699755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2699760.000000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -2699760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2699771.500000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -2699772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2699776.000000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -2699776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2699778.500000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -2699778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2699789.000000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -2699789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2699786.500000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -2699786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2699788.250000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -2699788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2699789.750000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -2699790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2699800.000000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -2699800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2699802.750000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -2699803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2699810.750000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -2699811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2699813.500000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -2699814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2699824.750000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -2699825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2699828.250000 Penalty: 4850.159668
	Iteration 41Q: 3 clusters Score -2699828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2699832.250000 Penalty: 4850.159668
	Iteration 42Q: 3 clusters Score -2699832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2699834.250000 Penalty: 4850.159668
	Iteration 43Q: 3 clusters Score -2699834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2699838.250000 Penalty: 4850.159668
	Iteration 44Q: 3 clusters Score -2699838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2699846.000000 Penalty: 4850.159668
	Iteration 45Q: 3 clusters Score -2699846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2699855.250000 Penalty: 4850.159668
	Iteration 46Q: 3 clusters Score -2699855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2699862.750000 Penalty: 4850.159668
	Iteration 47Q: 3 clusters Score -2699863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2699867.000000 Penalty: 4850.159668
	Iteration 48Q: 3 clusters Score -2699867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2699872.500000 Penalty: 4850.159668
	Iteration 49Q: 3 clusters Score -2699872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2699872.250000 Penalty: 4850.159668
	Iteration 50Q: 3 clusters Score -2699872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2699876.250000 Penalty: 4850.159668
	Iteration 51Q: 3 clusters Score -2699876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2699878.000000 Penalty: 4850.159668
	Iteration 52Q: 3 clusters Score -2699878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2699883.750000 Penalty: 4850.159668
	Iteration 53Q: 3 clusters Score -2699884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2699884.750000 Penalty: 4850.159668
	Iteration 54Q: 3 clusters Score -2699885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2699888.000000 Penalty: 4850.159668
	Iteration 55Q: 3 clusters Score -2699888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2699888.000000 Penalty: 4850.159668
	Iteration 56F: 3 clusters Score -2699888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Entering Unmasked Estep 
Score: -10262784.000000 Penalty: 2753.297363
	Iteration 0F: 2 clusters Score -1.026278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -10218363.000000 Penalty: 5506.594727
	Iteration 0F: 3 clusters Score -1.021836e+07 nChanged 30909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -10235723.000000 Penalty: 5506.594727
	Iteration 1F: 3 clusters Score -1.023572e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -10236401.000000 Penalty: 5506.594727
	Iteration 2Q: 3 clusters Score -1.02364e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -10236989.000000 Penalty: 5506.594727
	Iteration 3Q: 3 clusters Score -1.023699e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -10237533.000000 Penalty: 5506.594727
	Iteration 4Q: 3 clusters Score -1.023753e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -10238201.000000 Penalty: 5506.594727
	Iteration 5Q: 3 clusters Score -1.02382e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -10238958.000000 Penalty: 5506.594727
	Iteration 6Q: 3 clusters Score -1.023896e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -10239891.000000 Penalty: 5506.594727
	Iteration 7Q: 3 clusters Score -1.023989e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -10241177.000000 Penalty: 5506.594727
	Iteration 8Q: 3 clusters Score -1.024118e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -10242769.000000 Penalty: 5506.594727
	Iteration 9Q: 3 clusters Score -1.024277e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -10244545.000000 Penalty: 5506.594727
	Iteration 10Q: 3 clusters Score -1.024454e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -10246749.000000 Penalty: 5506.594727
	Iteration 11F: 3 clusters Score -1.024675e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -10249067.000000 Penalty: 5506.594727
	Iteration 12F: 3 clusters Score -1.024907e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -10250852.000000 Penalty: 5506.594727
	Iteration 13Q: 3 clusters Score -1.025085e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -10251845.000000 Penalty: 5506.594727
	Iteration 14Q: 3 clusters Score -1.025184e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -10252233.000000 Penalty: 5506.594727
	Iteration 15Q: 3 clusters Score -1.025223e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -10252533.000000 Penalty: 5506.594727
	Iteration 16Q: 3 clusters Score -1.025253e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -10252685.000000 Penalty: 5506.594727
	Iteration 17Q: 3 clusters Score -1.025268e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -10252860.000000 Penalty: 5506.594727
	Iteration 18Q: 3 clusters Score -1.025286e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -10253010.000000 Penalty: 5506.594727
	Iteration 19Q: 3 clusters Score -1.025301e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -10253219.000000 Penalty: 5506.594727
	Iteration 20F: 3 clusters Score -1.025322e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -10253363.000000 Penalty: 5506.594727
	Iteration 21Q: 3 clusters Score -1.025336e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -10253557.000000 Penalty: 5506.594727
	Iteration 22Q: 3 clusters Score -1.025356e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -10253788.000000 Penalty: 5506.594727
	Iteration 23Q: 3 clusters Score -1.025379e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -10253957.000000 Penalty: 5506.594727
	Iteration 24Q: 3 clusters Score -1.025396e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -10254180.000000 Penalty: 5506.594727
	Iteration 25Q: 3 clusters Score -1.025418e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -10254442.000000 Penalty: 5506.594727
	Iteration 26Q: 3 clusters Score -1.025444e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -10254646.000000 Penalty: 5506.594727
	Iteration 27Q: 3 clusters Score -1.025465e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -10254881.000000 Penalty: 5506.594727
	Iteration 28Q: 3 clusters Score -1.025488e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -10255165.000000 Penalty: 5506.594727
	Iteration 29Q: 3 clusters Score -1.025516e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -10255434.000000 Penalty: 5506.594727
	Iteration 30Q: 3 clusters Score -1.025543e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -10255756.000000 Penalty: 5506.594727
	Iteration 31Q: 3 clusters Score -1.025576e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -10256035.000000 Penalty: 5506.594727
	Iteration 32Q: 3 clusters Score -1.025604e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -10256338.000000 Penalty: 5506.594727
	Iteration 33Q: 3 clusters Score -1.025634e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -10256699.000000 Penalty: 5506.594727
	Iteration 34Q: 3 clusters Score -1.02567e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -10257119.000000 Penalty: 5506.594727
	Iteration 35Q: 3 clusters Score -1.025712e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -10257503.000000 Penalty: 5506.594727
	Iteration 36Q: 3 clusters Score -1.02575e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -10257864.000000 Penalty: 5506.594727
	Iteration 37Q: 3 clusters Score -1.025786e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -10258202.000000 Penalty: 5506.594727
	Iteration 38Q: 3 clusters Score -1.02582e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -10258546.000000 Penalty: 5506.594727
	Iteration 39Q: 3 clusters Score -1.025855e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -10258818.000000 Penalty: 5506.594727
	Iteration 40F: 3 clusters Score -1.025882e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -10259101.000000 Penalty: 5506.594727
	Iteration 41Q: 3 clusters Score -1.02591e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -10259314.000000 Penalty: 5506.594727
	Iteration 42Q: 3 clusters Score -1.025931e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10259510.000000 Penalty: 5506.594727
	Iteration 43Q: 3 clusters Score -1.025951e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10259657.000000 Penalty: 5506.594727
	Iteration 44Q: 3 clusters Score -1.025966e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10259799.000000 Penalty: 5506.594727
	Iteration 45Q: 3 clusters Score -1.02598e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10259924.000000 Penalty: 5506.594727
	Iteration 46Q: 3 clusters Score -1.025992e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10260037.000000 Penalty: 5506.594727
	Iteration 47Q: 3 clusters Score -1.026004e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10260131.000000 Penalty: 5506.594727
	Iteration 48Q: 3 clusters Score -1.026013e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10260190.000000 Penalty: 5506.594727
	Iteration 49Q: 3 clusters Score -1.026019e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10260270.000000 Penalty: 5506.594727
	Iteration 50Q: 3 clusters Score -1.026027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10260296.000000 Penalty: 5506.594727
	Iteration 51Q: 3 clusters Score -1.02603e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10260336.000000 Penalty: 5506.594727
	Iteration 52Q: 3 clusters Score -1.026034e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10260344.000000 Penalty: 5506.594727
	Iteration 53Q: 3 clusters Score -1.026034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -10260361.000000 Penalty: 5506.594727
	Iteration 54Q: 3 clusters Score -1.026036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10260357.000000 Penalty: 5506.594727
	Iteration 55Q: 3 clusters Score -1.026036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10260388.000000 Penalty: 5506.594727
	Iteration 56Q: 3 clusters Score -1.026039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10260397.000000 Penalty: 5506.594727
	Iteration 57Q: 3 clusters Score -1.02604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10260412.000000 Penalty: 5506.594727
	Iteration 58Q: 3 clusters Score -1.026041e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10260422.000000 Penalty: 5506.594727
	Iteration 59Q: 3 clusters Score -1.026042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10260418.000000 Penalty: 5506.594727
	Iteration 60F: 3 clusters Score -1.026042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10260455.000000 Penalty: 5506.594727
	Iteration 61Q: 3 clusters Score -1.026046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10260473.000000 Penalty: 5506.594727
	Iteration 62Q: 3 clusters Score -1.026047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10260475.000000 Penalty: 5506.594727
	Iteration 63Q: 3 clusters Score -1.026048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10260479.000000 Penalty: 5506.594727
	Iteration 64Q: 3 clusters Score -1.026048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10260479.000000 Penalty: 5506.594727
	Iteration 65Q: 3 clusters Score -1.026048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10260481.000000 Penalty: 5506.594727
	Iteration 66Q: 3 clusters Score -1.026048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10260487.000000 Penalty: 5506.594727
	Iteration 67Q: 3 clusters Score -1.026049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10260480.000000 Penalty: 5506.594727
	Iteration 68Q: 3 clusters Score -1.026048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10260486.000000 Penalty: 5506.594727
	Iteration 69Q: 3 clusters Score -1.026049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10260491.000000 Penalty: 5506.594727
	Iteration 70Q: 3 clusters Score -1.026049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10260491.000000 Penalty: 5506.594727
	Iteration 71Q: 3 clusters Score -1.026049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10260496.000000 Penalty: 5506.594727
	Iteration 72Q: 3 clusters Score -1.02605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10260503.000000 Penalty: 5506.594727
	Iteration 73Q: 3 clusters Score -1.02605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10260495.000000 Penalty: 5506.594727
	Iteration 74Q: 3 clusters Score -1.02605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10260497.000000 Penalty: 5506.594727
	Iteration 75Q: 3 clusters Score -1.02605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10260501.000000 Penalty: 5506.594727
	Iteration 76Q: 3 clusters Score -1.02605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10260500.000000 Penalty: 5506.594727
	Iteration 77Q: 3 clusters Score -1.02605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10260497.000000 Penalty: 5506.594727
	Iteration 78Q: 3 clusters Score -1.02605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10260497.000000 Penalty: 5506.594727
	Iteration 79Q: 3 clusters Score -1.02605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10260496.000000 Penalty: 5506.594727
	Iteration 80F: 3 clusters Score -1.02605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10260497.000000 Penalty: 5506.594727
	Iteration 81Q: 3 clusters Score -1.02605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10260507.000000 Penalty: 5506.594727
	Iteration 82Q: 3 clusters Score -1.026051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10260498.000000 Penalty: 5506.594727
	Iteration 83Q: 3 clusters Score -1.02605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10260501.000000 Penalty: 5506.594727
	Iteration 84Q: 3 clusters Score -1.02605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10260508.000000 Penalty: 5506.594727
	Iteration 85Q: 3 clusters Score -1.026051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10260499.000000 Penalty: 5506.594727
	Iteration 86Q: 3 clusters Score -1.02605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10260502.000000 Penalty: 5506.594727
	Iteration 87Q: 3 clusters Score -1.02605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10260506.000000 Penalty: 5506.594727
	Iteration 88Q: 3 clusters Score -1.026051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10260506.000000 Penalty: 5506.594727
	Iteration 89F: 3 clusters Score -1.026051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -369661.718750 Penalty: 1943.811279
	Iteration 0F: 2 clusters Score -369661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -366654.781250 Penalty: 3887.622559
	Iteration 0F: 3 clusters Score -366654.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -367233.468750 Penalty: 3887.622559
	Iteration 1F: 3 clusters Score -367233.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -367382.843750 Penalty: 3887.622559
	Iteration 2F: 3 clusters Score -367382.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -367465.562500 Penalty: 3887.622559
	Iteration 3Q: 3 clusters Score -367465.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -367534.937500 Penalty: 3887.622559
	Iteration 4Q: 3 clusters Score -367534.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -367590.156250 Penalty: 3887.622559
	Iteration 5Q: 3 clusters Score -367590.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -367642.750000 Penalty: 3887.622559
	Iteration 6Q: 3 clusters Score -367642.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -367689.437500 Penalty: 3887.622559
	Iteration 7Q: 3 clusters Score -367689.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -367736.687500 Penalty: 3887.622559
	Iteration 8Q: 3 clusters Score -367736.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -367777.781250 Penalty: 3887.622559
	Iteration 9Q: 3 clusters Score -367777.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -367824.062500 Penalty: 3887.622559
	Iteration 10Q: 3 clusters Score -367824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -367863.937500 Penalty: 3887.622559
	Iteration 11Q: 3 clusters Score -367863.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -367892.187500 Penalty: 3887.622559
	Iteration 12Q: 3 clusters Score -367892.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -367924.062500 Penalty: 3887.622559
	Iteration 13Q: 3 clusters Score -367924.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -367959.312500 Penalty: 3887.622559
	Iteration 14Q: 3 clusters Score -367959.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -367989.031250 Penalty: 3887.622559
	Iteration 15Q: 3 clusters Score -367989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -368016.500000 Penalty: 3887.622559
	Iteration 16Q: 3 clusters Score -368016.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -368039.250000 Penalty: 3887.622559
	Iteration 17Q: 3 clusters Score -368039.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -368064.281250 Penalty: 3887.622559
	Iteration 18Q: 3 clusters Score -368064.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -368085.843750 Penalty: 3887.622559
	Iteration 19Q: 3 clusters Score -368085.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -368109.562500 Penalty: 3887.622559
	Iteration 20F: 3 clusters Score -368109.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -368129.531250 Penalty: 3887.622559
	Iteration 21Q: 3 clusters Score -368129.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -368148.468750 Penalty: 3887.622559
	Iteration 22Q: 3 clusters Score -368148.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -368164.812500 Penalty: 3887.622559
	Iteration 23Q: 3 clusters Score -368164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -368178.843750 Penalty: 3887.622559
	Iteration 24Q: 3 clusters Score -368178.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -368193.437500 Penalty: 3887.622559
	Iteration 25Q: 3 clusters Score -368193.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -368204.906250 Penalty: 3887.622559
	Iteration 26Q: 3 clusters Score -368204.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -368214.406250 Penalty: 3887.622559
	Iteration 27Q: 3 clusters Score -368214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -368221.093750 Penalty: 3887.622559
	Iteration 28Q: 3 clusters Score -368221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -368224.437500 Penalty: 3887.622559
	Iteration 29Q: 3 clusters Score -368224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -368228.718750 Penalty: 3887.622559
	Iteration 30Q: 3 clusters Score -368228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -368231.593750 Penalty: 3887.622559
	Iteration 31Q: 3 clusters Score -368231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -368232.625000 Penalty: 3887.622559
	Iteration 32Q: 3 clusters Score -368232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -368232.906250 Penalty: 3887.622559
	Iteration 33Q: 3 clusters Score -368232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -368232.906250 Penalty: 3887.622559
	Iteration 34F: 3 clusters Score -368232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Entering Unmasked Estep 
Score: -5105076.500000 Penalty: 2586.102295
	Iteration 0F: 2 clusters Score -5105076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -5081946.500000 Penalty: 5172.204590
	Iteration 0F: 3 clusters Score -5081946 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5090067.000000 Penalty: 5172.204590
	Iteration 1F: 3 clusters Score -5090067 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5090439.500000 Penalty: 5172.204590
	Iteration 2Q: 3 clusters Score -5090440 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5090757.500000 Penalty: 5172.204590
	Iteration 3Q: 3 clusters Score -5090758 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5091050.500000 Penalty: 5172.204590
	Iteration 4Q: 3 clusters Score -5091050 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5091269.000000 Penalty: 5172.204590
	Iteration 5Q: 3 clusters Score -5091269 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -5091473.500000 Penalty: 5172.204590
	Iteration 6Q: 3 clusters Score -5091474 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5091688.500000 Penalty: 5172.204590
	Iteration 7Q: 3 clusters Score -5091688 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5091917.500000 Penalty: 5172.204590
	Iteration 8Q: 3 clusters Score -5091918 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5092231.500000 Penalty: 5172.204590
	Iteration 9Q: 3 clusters Score -5092232 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5092736.500000 Penalty: 5172.204590
	Iteration 10Q: 3 clusters Score -5092736 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5093469.000000 Penalty: 5172.204590
	Iteration 11Q: 3 clusters Score -5093469 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5094621.000000 Penalty: 5172.204590
	Iteration 12F: 3 clusters Score -5094621 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5096267.000000 Penalty: 5172.204590
	Iteration 13F: 3 clusters Score -5096267 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5098280.500000 Penalty: 5172.204590
	Iteration 14F: 3 clusters Score -5098280 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5100168.000000 Penalty: 5172.204590
	Iteration 15F: 3 clusters Score -5100168 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5101437.000000 Penalty: 5172.204590
	Iteration 16Q: 3 clusters Score -5101437 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5102154.000000 Penalty: 5172.204590
	Iteration 17Q: 3 clusters Score -5102154 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5102444.500000 Penalty: 5172.204590
	Iteration 18Q: 3 clusters Score -5102444 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5102562.500000 Penalty: 5172.204590
	Iteration 19Q: 3 clusters Score -5102562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5102635.000000 Penalty: 5172.204590
	Iteration 20F: 3 clusters Score -5102635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5102689.500000 Penalty: 5172.204590
	Iteration 21Q: 3 clusters Score -5102690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5102722.500000 Penalty: 5172.204590
	Iteration 22Q: 3 clusters Score -5102722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5102748.000000 Penalty: 5172.204590
	Iteration 23Q: 3 clusters Score -5102748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5102762.000000 Penalty: 5172.204590
	Iteration 24Q: 3 clusters Score -5102762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5102789.000000 Penalty: 5172.204590
	Iteration 25Q: 3 clusters Score -5102789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5102796.000000 Penalty: 5172.204590
	Iteration 26Q: 3 clusters Score -5102796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5102795.500000 Penalty: 5172.204590
	Iteration 27Q: 3 clusters Score -5102796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5102804.000000 Penalty: 5172.204590
	Iteration 28Q: 3 clusters Score -5102804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5102803.000000 Penalty: 5172.204590
	Iteration 29Q: 3 clusters Score -5102803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5102817.500000 Penalty: 5172.204590
	Iteration 30Q: 3 clusters Score -5102818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5102825.000000 Penalty: 5172.204590
	Iteration 31Q: 3 clusters Score -5102825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5102823.500000 Penalty: 5172.204590
	Iteration 32Q: 3 clusters Score -5102824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5102832.500000 Penalty: 5172.204590
	Iteration 33Q: 3 clusters Score -5102832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5102841.500000 Penalty: 5172.204590
	Iteration 34Q: 3 clusters Score -5102842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5102844.000000 Penalty: 5172.204590
	Iteration 35Q: 3 clusters Score -5102844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5102844.000000 Penalty: 5172.204590
	Iteration 36Q: 3 clusters Score -5102844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5102843.000000 Penalty: 5172.204590
	Iteration 37Q: 3 clusters Score -5102843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5102845.000000 Penalty: 5172.204590
	Iteration 38Q: 3 clusters Score -5102845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5102850.000000 Penalty: 5172.204590
	Iteration 39Q: 3 clusters Score -5102850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5102854.000000 Penalty: 5172.204590
	Iteration 40F: 3 clusters Score -5102854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5102856.500000 Penalty: 5172.204590
	Iteration 41Q: 3 clusters Score -5102856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5102856.500000 Penalty: 5172.204590
	Iteration 42F: 3 clusters Score -5102856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48579.144531 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48579.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48747.773438 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48747.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48805.246094 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48805.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48843.367188 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48843.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48870.250000 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48870.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48895.378906 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -48895.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48932.640625 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -48932.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48952.285156 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -48952.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48952.285156 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -48952.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Entering Unmasked Estep 
Score: -3819903.000000 Penalty: 2513.272461
	Iteration 0F: 2 clusters Score -3819903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3802352.750000 Penalty: 5026.544922
	Iteration 0F: 3 clusters Score -3802353 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3808449.500000 Penalty: 5026.544922
	Iteration 1F: 3 clusters Score -3808450 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3808890.750000 Penalty: 5026.544922
	Iteration 2Q: 3 clusters Score -3808891 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3809281.750000 Penalty: 5026.544922
	Iteration 3Q: 3 clusters Score -3809282 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3809606.750000 Penalty: 5026.544922
	Iteration 4Q: 3 clusters Score -3809607 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3809940.250000 Penalty: 5026.544922
	Iteration 5Q: 3 clusters Score -3809940 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3810310.750000 Penalty: 5026.544922
	Iteration 6Q: 3 clusters Score -3810311 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3810741.250000 Penalty: 5026.544922
	Iteration 7Q: 3 clusters Score -3810741 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3811218.500000 Penalty: 5026.544922
	Iteration 8Q: 3 clusters Score -3811218 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3811677.500000 Penalty: 5026.544922
	Iteration 9Q: 3 clusters Score -3811678 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3812231.000000 Penalty: 5026.544922
	Iteration 10Q: 3 clusters Score -3812231 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3812832.500000 Penalty: 5026.544922
	Iteration 11Q: 3 clusters Score -3812832 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3813423.500000 Penalty: 5026.544922
	Iteration 12Q: 3 clusters Score -3813424 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3813922.250000 Penalty: 5026.544922
	Iteration 13Q: 3 clusters Score -3813922 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3814286.000000 Penalty: 5026.544922
	Iteration 14Q: 3 clusters Score -3814286 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3814607.250000 Penalty: 5026.544922
	Iteration 15Q: 3 clusters Score -3814607 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3814874.500000 Penalty: 5026.544922
	Iteration 16Q: 3 clusters Score -3814874 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3815083.000000 Penalty: 5026.544922
	Iteration 17Q: 3 clusters Score -3815083 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3815284.000000 Penalty: 5026.544922
	Iteration 18Q: 3 clusters Score -3815284 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3815455.250000 Penalty: 5026.544922
	Iteration 19Q: 3 clusters Score -3815455 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3815647.000000 Penalty: 5026.544922
	Iteration 20F: 3 clusters Score -3815647 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3815863.500000 Penalty: 5026.544922
	Iteration 21Q: 3 clusters Score -3815864 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3816021.750000 Penalty: 5026.544922
	Iteration 22Q: 3 clusters Score -3816022 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3816205.500000 Penalty: 5026.544922
	Iteration 23Q: 3 clusters Score -3816206 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3816345.500000 Penalty: 5026.544922
	Iteration 24Q: 3 clusters Score -3816346 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3816492.250000 Penalty: 5026.544922
	Iteration 25Q: 3 clusters Score -3816492 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3816653.750000 Penalty: 5026.544922
	Iteration 26Q: 3 clusters Score -3816654 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3816822.500000 Penalty: 5026.544922
	Iteration 27Q: 3 clusters Score -3816822 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3816950.750000 Penalty: 5026.544922
	Iteration 28Q: 3 clusters Score -3816951 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3817053.000000 Penalty: 5026.544922
	Iteration 29Q: 3 clusters Score -3817053 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3817151.500000 Penalty: 5026.544922
	Iteration 30Q: 3 clusters Score -3817152 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3817243.500000 Penalty: 5026.544922
	Iteration 31Q: 3 clusters Score -3817244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3817287.500000 Penalty: 5026.544922
	Iteration 32Q: 3 clusters Score -3817288 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3817363.750000 Penalty: 5026.544922
	Iteration 33Q: 3 clusters Score -3817364 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3817420.500000 Penalty: 5026.544922
	Iteration 34Q: 3 clusters Score -3817420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3817468.000000 Penalty: 5026.544922
	Iteration 35Q: 3 clusters Score -3817468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3817499.250000 Penalty: 5026.544922
	Iteration 36Q: 3 clusters Score -3817499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3817520.000000 Penalty: 5026.544922
	Iteration 37Q: 3 clusters Score -3817520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3817554.000000 Penalty: 5026.544922
	Iteration 38Q: 3 clusters Score -3817554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3817571.000000 Penalty: 5026.544922
	Iteration 39Q: 3 clusters Score -3817571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3817588.750000 Penalty: 5026.544922
	Iteration 40F: 3 clusters Score -3817589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3817594.750000 Penalty: 5026.544922
	Iteration 41Q: 3 clusters Score -3817595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3817612.500000 Penalty: 5026.544922
	Iteration 42Q: 3 clusters Score -3817612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3817624.000000 Penalty: 5026.544922
	Iteration 43Q: 3 clusters Score -3817624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3817628.750000 Penalty: 5026.544922
	Iteration 44Q: 3 clusters Score -3817629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3817640.500000 Penalty: 5026.544922
	Iteration 45Q: 3 clusters Score -3817640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3817651.250000 Penalty: 5026.544922
	Iteration 46Q: 3 clusters Score -3817651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3817657.250000 Penalty: 5026.544922
	Iteration 47Q: 3 clusters Score -3817657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3817662.750000 Penalty: 5026.544922
	Iteration 48Q: 3 clusters Score -3817663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3817668.500000 Penalty: 5026.544922
	Iteration 49Q: 3 clusters Score -3817668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3817672.000000 Penalty: 5026.544922
	Iteration 50Q: 3 clusters Score -3817672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3817672.250000 Penalty: 5026.544922
	Iteration 51Q: 3 clusters Score -3817672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3817675.250000 Penalty: 5026.544922
	Iteration 52Q: 3 clusters Score -3817675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3817695.500000 Penalty: 5026.544922
	Iteration 53Q: 3 clusters Score -3817696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3817706.500000 Penalty: 5026.544922
	Iteration 54Q: 3 clusters Score -3817706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3817710.000000 Penalty: 5026.544922
	Iteration 55Q: 3 clusters Score -3817710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3817713.250000 Penalty: 5026.544922
	Iteration 56Q: 3 clusters Score -3817713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3817729.250000 Penalty: 5026.544922
	Iteration 57Q: 3 clusters Score -3817729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3817730.750000 Penalty: 5026.544922
	Iteration 58Q: 3 clusters Score -3817731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3817733.250000 Penalty: 5026.544922
	Iteration 59Q: 3 clusters Score -3817733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3817742.000000 Penalty: 5026.544922
	Iteration 60F: 3 clusters Score -3817742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3817746.250000 Penalty: 5026.544922
	Iteration 61Q: 3 clusters Score -3817746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3817753.500000 Penalty: 5026.544922
	Iteration 62Q: 3 clusters Score -3817754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3817753.750000 Penalty: 5026.544922
	Iteration 63Q: 3 clusters Score -3817754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3817760.250000 Penalty: 5026.544922
	Iteration 64Q: 3 clusters Score -3817760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3817762.250000 Penalty: 5026.544922
	Iteration 65Q: 3 clusters Score -3817762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3817764.750000 Penalty: 5026.544922
	Iteration 66Q: 3 clusters Score -3817765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3817770.750000 Penalty: 5026.544922
	Iteration 67Q: 3 clusters Score -3817771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3817774.750000 Penalty: 5026.544922
	Iteration 68Q: 3 clusters Score -3817775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3817781.000000 Penalty: 5026.544922
	Iteration 69Q: 3 clusters Score -3817781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3817782.000000 Penalty: 5026.544922
	Iteration 70Q: 3 clusters Score -3817782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3817777.750000 Penalty: 5026.544922
	Iteration 71Q: 3 clusters Score -3817778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3817775.250000 Penalty: 5026.544922
	Iteration 72Q: 3 clusters Score -3817775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3817775.000000 Penalty: 5026.544922
	Iteration 73Q: 3 clusters Score -3817775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3817773.750000 Penalty: 5026.544922
	Iteration 74Q: 3 clusters Score -3817774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3817778.500000 Penalty: 5026.544922
	Iteration 75Q: 3 clusters Score -3817778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3817770.750000 Penalty: 5026.544922
	Iteration 76Q: 3 clusters Score -3817771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3817770.500000 Penalty: 5026.544922
	Iteration 77Q: 3 clusters Score -3817770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3817766.500000 Penalty: 5026.544922
	Iteration 78Q: 3 clusters Score -3817766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3817770.250000 Penalty: 5026.544922
	Iteration 79Q: 3 clusters Score -3817770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3817778.750000 Penalty: 5026.544922
	Iteration 80F: 3 clusters Score -3817779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3817777.000000 Penalty: 5026.544922
	Iteration 81Q: 3 clusters Score -3817777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3817777.000000 Penalty: 5026.544922
	Iteration 82Q: 3 clusters Score -3817777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3817778.000000 Penalty: 5026.544922
	Iteration 83Q: 3 clusters Score -3817778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3817780.250000 Penalty: 5026.544922
	Iteration 84Q: 3 clusters Score -3817780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3817780.250000 Penalty: 5026.544922
	Iteration 85F: 3 clusters Score -3817780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -1950925.875000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -1950926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1940739.625000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -1940740 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1944029.875000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -1944030 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1944613.875000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -1944614 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1945158.750000 Penalty: 4731.377930
	Iteration 3F: 3 clusters Score -1945159 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1945646.750000 Penalty: 4731.377930
	Iteration 4F: 3 clusters Score -1945647 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1946071.000000 Penalty: 4731.377930
	Iteration 5F: 3 clusters Score -1946071 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1946484.750000 Penalty: 4731.377930
	Iteration 6F: 3 clusters Score -1946485 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1946862.750000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -1946863 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1947201.375000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -1947201 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1947509.625000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -1947510 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1947786.750000 Penalty: 4731.377930
	Iteration 10Q: 3 clusters Score -1947787 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1948025.500000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -1948026 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1948211.750000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -1948212 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1948382.875000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -1948383 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1948554.875000 Penalty: 4731.377930
	Iteration 14Q: 3 clusters Score -1948555 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1948703.875000 Penalty: 4731.377930
	Iteration 15Q: 3 clusters Score -1948704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1948820.875000 Penalty: 4731.377930
	Iteration 16Q: 3 clusters Score -1948821 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1948893.750000 Penalty: 4731.377930
	Iteration 17Q: 3 clusters Score -1948894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1948969.375000 Penalty: 4731.377930
	Iteration 18Q: 3 clusters Score -1948969 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1949022.250000 Penalty: 4731.377930
	Iteration 19Q: 3 clusters Score -1949022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1949081.750000 Penalty: 4731.377930
	Iteration 20F: 3 clusters Score -1949082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1949143.625000 Penalty: 4731.377930
	Iteration 21Q: 3 clusters Score -1949144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1949183.125000 Penalty: 4731.377930
	Iteration 22Q: 3 clusters Score -1949183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1949213.625000 Penalty: 4731.377930
	Iteration 23Q: 3 clusters Score -1949214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1949249.000000 Penalty: 4731.377930
	Iteration 24Q: 3 clusters Score -1949249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1949271.375000 Penalty: 4731.377930
	Iteration 25Q: 3 clusters Score -1949271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1949293.625000 Penalty: 4731.377930
	Iteration 26Q: 3 clusters Score -1949294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1949318.625000 Penalty: 4731.377930
	Iteration 27Q: 3 clusters Score -1949319 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1949335.000000 Penalty: 4731.377930
	Iteration 28Q: 3 clusters Score -1949335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1949355.125000 Penalty: 4731.377930
	Iteration 29Q: 3 clusters Score -1949355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1949373.375000 Penalty: 4731.377930
	Iteration 30Q: 3 clusters Score -1949373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1949384.875000 Penalty: 4731.377930
	Iteration 31Q: 3 clusters Score -1949385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1949398.625000 Penalty: 4731.377930
	Iteration 32Q: 3 clusters Score -1949399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1949415.000000 Penalty: 4731.377930
	Iteration 33Q: 3 clusters Score -1949415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1949422.625000 Penalty: 4731.377930
	Iteration 34Q: 3 clusters Score -1949423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1949432.000000 Penalty: 4731.377930
	Iteration 35Q: 3 clusters Score -1949432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1949439.375000 Penalty: 4731.377930
	Iteration 36Q: 3 clusters Score -1949439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1949445.375000 Penalty: 4731.377930
	Iteration 37Q: 3 clusters Score -1949445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1949452.625000 Penalty: 4731.377930
	Iteration 38Q: 3 clusters Score -1949453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1949462.000000 Penalty: 4731.377930
	Iteration 39Q: 3 clusters Score -1949462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1949469.875000 Penalty: 4731.377930
	Iteration 40F: 3 clusters Score -1949470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1949471.500000 Penalty: 4731.377930
	Iteration 41Q: 3 clusters Score -1949472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1949478.000000 Penalty: 4731.377930
	Iteration 42Q: 3 clusters Score -1949478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1949475.750000 Penalty: 4731.377930
	Iteration 43Q: 3 clusters Score -1949476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1949475.750000 Penalty: 4731.377930
	Iteration 44Q: 3 clusters Score -1949476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1949478.250000 Penalty: 4731.377930
	Iteration 45Q: 3 clusters Score -1949478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1949480.125000 Penalty: 4731.377930
	Iteration 46Q: 3 clusters Score -1949480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1949482.875000 Penalty: 4731.377930
	Iteration 47Q: 3 clusters Score -1949483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1949482.875000 Penalty: 4731.377930
	Iteration 48Q: 3 clusters Score -1949483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1949485.875000 Penalty: 4731.377930
	Iteration 49Q: 3 clusters Score -1949486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1949486.000000 Penalty: 4731.377930
	Iteration 50Q: 3 clusters Score -1949486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1949486.000000 Penalty: 4731.377930
	Iteration 51F: 3 clusters Score -1949486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Entering Unmasked Estep 
Score: -5532131.000000 Penalty: 2605.385742
	Iteration 0F: 2 clusters Score -5532131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5507290.500000 Penalty: 5210.771484
	Iteration 0F: 3 clusters Score -5507290 nChanged 16634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -5516366.500000 Penalty: 5210.771484
	Iteration 1F: 3 clusters Score -5516366 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5516863.500000 Penalty: 5210.771484
	Iteration 2Q: 3 clusters Score -5516864 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5517415.500000 Penalty: 5210.771484
	Iteration 3Q: 3 clusters Score -5517416 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5517965.500000 Penalty: 5210.771484
	Iteration 4Q: 3 clusters Score -5517966 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5518555.500000 Penalty: 5210.771484
	Iteration 5Q: 3 clusters Score -5518556 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -5519224.500000 Penalty: 5210.771484
	Iteration 6Q: 3 clusters Score -5519224 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5519949.000000 Penalty: 5210.771484
	Iteration 7Q: 3 clusters Score -5519949 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -5520750.500000 Penalty: 5210.771484
	Iteration 8Q: 3 clusters Score -5520750 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5521616.500000 Penalty: 5210.771484
	Iteration 9Q: 3 clusters Score -5521616 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5522545.500000 Penalty: 5210.771484
	Iteration 10Q: 3 clusters Score -5522546 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5523573.500000 Penalty: 5210.771484
	Iteration 11Q: 3 clusters Score -5523574 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -5524642.000000 Penalty: 5210.771484
	Iteration 12Q: 3 clusters Score -5524642 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -5525843.500000 Penalty: 5210.771484
	Iteration 13Q: 3 clusters Score -5525844 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -5526942.500000 Penalty: 5210.771484
	Iteration 14Q: 3 clusters Score -5526942 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5527882.500000 Penalty: 5210.771484
	Iteration 15Q: 3 clusters Score -5527882 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5528553.500000 Penalty: 5210.771484
	Iteration 16Q: 3 clusters Score -5528554 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5529066.500000 Penalty: 5210.771484
	Iteration 17Q: 3 clusters Score -5529066 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5529328.000000 Penalty: 5210.771484
	Iteration 18Q: 3 clusters Score -5529328 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5529549.000000 Penalty: 5210.771484
	Iteration 19Q: 3 clusters Score -5529549 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5529656.000000 Penalty: 5210.771484
	Iteration 20F: 3 clusters Score -5529656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5529755.500000 Penalty: 5210.771484
	Iteration 21Q: 3 clusters Score -5529756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5529819.500000 Penalty: 5210.771484
	Iteration 22Q: 3 clusters Score -5529820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5529859.500000 Penalty: 5210.771484
	Iteration 23Q: 3 clusters Score -5529860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5529880.000000 Penalty: 5210.771484
	Iteration 24Q: 3 clusters Score -5529880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5529897.500000 Penalty: 5210.771484
	Iteration 25Q: 3 clusters Score -5529898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5529921.000000 Penalty: 5210.771484
	Iteration 26Q: 3 clusters Score -5529921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5529916.000000 Penalty: 5210.771484
	Iteration 27Q: 3 clusters Score -5529916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5529940.500000 Penalty: 5210.771484
	Iteration 28Q: 3 clusters Score -5529940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5529943.500000 Penalty: 5210.771484
	Iteration 29Q: 3 clusters Score -5529944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5529955.500000 Penalty: 5210.771484
	Iteration 30Q: 3 clusters Score -5529956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5529952.000000 Penalty: 5210.771484
	Iteration 31Q: 3 clusters Score -5529952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5529959.000000 Penalty: 5210.771484
	Iteration 32Q: 3 clusters Score -5529959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5529959.000000 Penalty: 5210.771484
	Iteration 33Q: 3 clusters Score -5529959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5529958.500000 Penalty: 5210.771484
	Iteration 34Q: 3 clusters Score -5529958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5529951.500000 Penalty: 5210.771484
	Iteration 35Q: 3 clusters Score -5529952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5529953.000000 Penalty: 5210.771484
	Iteration 36Q: 3 clusters Score -5529953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5529959.500000 Penalty: 5210.771484
	Iteration 37Q: 3 clusters Score -5529960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5529963.500000 Penalty: 5210.771484
	Iteration 38Q: 3 clusters Score -5529964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5529967.000000 Penalty: 5210.771484
	Iteration 39Q: 3 clusters Score -5529967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5529966.000000 Penalty: 5210.771484
	Iteration 40F: 3 clusters Score -5529966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5529963.500000 Penalty: 5210.771484
	Iteration 41Q: 3 clusters Score -5529964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5529965.000000 Penalty: 5210.771484
	Iteration 42Q: 3 clusters Score -5529965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5529963.000000 Penalty: 5210.771484
	Iteration 43Q: 3 clusters Score -5529963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5529968.000000 Penalty: 5210.771484
	Iteration 44Q: 3 clusters Score -5529968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5529964.000000 Penalty: 5210.771484
	Iteration 45Q: 3 clusters Score -5529964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5529967.000000 Penalty: 5210.771484
	Iteration 46Q: 3 clusters Score -5529967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5529972.000000 Penalty: 5210.771484
	Iteration 47Q: 3 clusters Score -5529972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5529972.000000 Penalty: 5210.771484
	Iteration 48F: 3 clusters Score -5529972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -714367.500000 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -714367.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -709790.937500 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -709790.9 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -710996.500000 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -710996.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -711332.187500 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -711332.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -711622.375000 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -711622.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -711845.375000 Penalty: 4233.571289
	Iteration 4F: 3 clusters Score -711845.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -711996.562500 Penalty: 4233.571289
	Iteration 5Q: 3 clusters Score -711996.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -712115.062500 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -712115.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -712204.437500 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -712204.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -712270.625000 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -712270.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -712318.250000 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -712318.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -712356.250000 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -712356.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -712382.125000 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -712382.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -712406.437500 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -712406.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -712431.187500 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -712431.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -712460.625000 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -712460.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -712485.437500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -712485.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -712512.125000 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -712512.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -712527.187500 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -712527.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -712546.000000 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -712546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -712559.875000 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -712559.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -712572.937500 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -712572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -712581.375000 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -712581.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -712587.250000 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -712587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -712594.125000 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -712594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -712596.750000 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -712596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -712597.562500 Penalty: 4233.571289
	Iteration 25Q: 3 clusters Score -712597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -712600.687500 Penalty: 4233.571289
	Iteration 26Q: 3 clusters Score -712600.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -712605.687500 Penalty: 4233.571289
	Iteration 27Q: 3 clusters Score -712605.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -712612.437500 Penalty: 4233.571289
	Iteration 28Q: 3 clusters Score -712612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -712617.062500 Penalty: 4233.571289
	Iteration 29Q: 3 clusters Score -712617.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -712625.625000 Penalty: 4233.571289
	Iteration 30Q: 3 clusters Score -712625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -712630.250000 Penalty: 4233.571289
	Iteration 31Q: 3 clusters Score -712630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -712635.562500 Penalty: 4233.571289
	Iteration 32Q: 3 clusters Score -712635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -712638.562500 Penalty: 4233.571289
	Iteration 33Q: 3 clusters Score -712638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -712642.937500 Penalty: 4233.571289
	Iteration 34Q: 3 clusters Score -712642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -712644.500000 Penalty: 4233.571289
	Iteration 35Q: 3 clusters Score -712644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -712643.625000 Penalty: 4233.571289
	Iteration 36Q: 3 clusters Score -712643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -712643.375000 Penalty: 4233.571289
	Iteration 37Q: 3 clusters Score -712643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -712644.500000 Penalty: 4233.571289
	Iteration 38Q: 3 clusters Score -712644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -712644.312500 Penalty: 4233.571289
	Iteration 39Q: 3 clusters Score -712644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -712644.125000 Penalty: 4233.571289
	Iteration 40F: 3 clusters Score -712644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72005.156250 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72005.16 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72387.695312 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72387.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72807.007812 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -72807.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73265.593750 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73265.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73554.882812 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73554.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73896.523438 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -73896.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74203.109375 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74203.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74361.218750 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74361.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74384.476562 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74384.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74403.710938 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74403.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74413.210938 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74413.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74416.468750 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74416.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74438.656250 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74438.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74468.640625 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -74468.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74581.000000 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -74581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74767.820312 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -74767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74767.820312 Penalty: 3137.770020
	Iteration 16F: 3 clusters Score -74767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116777 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93605 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 66304 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 265 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102684 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 294 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166848.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104167584.000000 to -104166848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -617478.875000 Penalty: 2099.699951
	Iteration 0F: 2 clusters Score -617478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -613195.000000 Penalty: 4199.399902
	Iteration 0F: 3 clusters Score -613195 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -614332.562500 Penalty: 4199.399902
	Iteration 1F: 3 clusters Score -614332.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -614885.937500 Penalty: 4199.399902
	Iteration 2F: 3 clusters Score -614885.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -615501.562500 Penalty: 4199.399902
	Iteration 3F: 3 clusters Score -615501.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -616121.937500 Penalty: 4199.399902
	Iteration 4F: 3 clusters Score -616121.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -616573.750000 Penalty: 4199.399902
	Iteration 5F: 3 clusters Score -616573.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -616942.250000 Penalty: 4199.399902
	Iteration 6F: 3 clusters Score -616942.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -617168.437500 Penalty: 4199.399902
	Iteration 7Q: 3 clusters Score -617168.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -617347.062500 Penalty: 4199.399902
	Iteration 8Q: 3 clusters Score -617347.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -617468.125000 Penalty: 4199.399902
	Iteration 9Q: 3 clusters Score -617468.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -617537.250000 Penalty: 4199.399902
	Iteration 10Q: 3 clusters Score -617537.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -617573.000000 Penalty: 4199.399902
	Iteration 11Q: 3 clusters Score -617573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -617590.312500 Penalty: 4199.399902
	Iteration 12Q: 3 clusters Score -617590.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -617605.812500 Penalty: 4199.399902
	Iteration 13Q: 3 clusters Score -617605.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -617615.812500 Penalty: 4199.399902
	Iteration 14Q: 3 clusters Score -617615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -617624.625000 Penalty: 4199.399902
	Iteration 15Q: 3 clusters Score -617624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -617629.812500 Penalty: 4199.399902
	Iteration 16Q: 3 clusters Score -617629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -617631.312500 Penalty: 4199.399902
	Iteration 17Q: 3 clusters Score -617631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -617631.812500 Penalty: 4199.399902
	Iteration 18Q: 3 clusters Score -617631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -617632.750000 Penalty: 4199.399902
	Iteration 19Q: 3 clusters Score -617632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -617632.750000 Penalty: 4199.399902
	Iteration 20F: 3 clusters Score -617632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116777 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93605 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 66304 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 3004 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102684 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 1749 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166624.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104167584.000000 to -104166624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -221889.015625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -221889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -219571.546875 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -219571.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220093.953125 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -220094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220288.000000 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -220288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220396.718750 Penalty: 3648.081055
	Iteration 3F: 3 clusters Score -220396.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220459.390625 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -220459.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220528.265625 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -220528.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220618.875000 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -220618.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220714.921875 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -220714.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220803.343750 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -220803.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220861.921875 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -220861.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220917.656250 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -220917.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220975.765625 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -220975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221025.750000 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -221025.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221115.203125 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -221115.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221200.546875 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -221200.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -221272.125000 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -221272.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -221351.406250 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -221351.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -221413.140625 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -221413.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221441.953125 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -221442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221465.750000 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -221465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221476.343750 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -221476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -221487.109375 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -221487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221496.656250 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -221496.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221508.421875 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -221508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221519.484375 Penalty: 3648.081055
	Iteration 24Q: 3 clusters Score -221519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221530.750000 Penalty: 3648.081055
	Iteration 25Q: 3 clusters Score -221530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -221538.843750 Penalty: 3648.081055
	Iteration 26Q: 3 clusters Score -221538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221543.718750 Penalty: 3648.081055
	Iteration 27Q: 3 clusters Score -221543.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221543.718750 Penalty: 3648.081055
	Iteration 28F: 3 clusters Score -221543.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -2348429.750000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -2348430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2337301.000000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -2337301 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2340754.500000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -2340754 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2341241.750000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -2341242 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2341697.500000 Penalty: 4782.943359
	Iteration 3F: 3 clusters Score -2341698 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2342232.250000 Penalty: 4782.943359
	Iteration 4F: 3 clusters Score -2342232 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2342778.500000 Penalty: 4782.943359
	Iteration 5F: 3 clusters Score -2342778 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2343409.000000 Penalty: 4782.943359
	Iteration 6F: 3 clusters Score -2343409 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2343998.750000 Penalty: 4782.943359
	Iteration 7F: 3 clusters Score -2343999 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2344462.250000 Penalty: 4782.943359
	Iteration 8F: 3 clusters Score -2344462 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2344771.750000 Penalty: 4782.943359
	Iteration 9Q: 3 clusters Score -2344772 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2344975.250000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -2344975 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2345085.500000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -2345086 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2345146.250000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -2345146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2345179.000000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -2345179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2345218.750000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -2345219 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2345240.000000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -2345240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2345262.750000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -2345263 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2345289.250000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -2345289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2345300.000000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -2345300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2345317.250000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -2345317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2345331.500000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -2345332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2345352.750000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -2345353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2345360.000000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -2345360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2345367.000000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -2345367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2345378.000000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -2345378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2345387.750000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -2345388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2345400.250000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -2345400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2345418.000000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -2345418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2345432.250000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -2345432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2345445.250000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -2345445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2345460.000000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -2345460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2345483.500000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -2345484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2345503.000000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -2345503 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2345528.000000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -2345528 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2345554.250000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -2345554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2345586.500000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -2345586 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2345638.000000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -2345638 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2345677.000000 Penalty: 4782.943359
	Iteration 37Q: 3 clusters Score -2345677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2345718.500000 Penalty: 4782.943359
	Iteration 38Q: 3 clusters Score -2345718 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2345757.750000 Penalty: 4782.943359
	Iteration 39Q: 3 clusters Score -2345758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2345813.250000 Penalty: 4782.943359
	Iteration 40F: 3 clusters Score -2345813 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2345892.250000 Penalty: 4782.943359
	Iteration 41Q: 3 clusters Score -2345892 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2345978.000000 Penalty: 4782.943359
	Iteration 42Q: 3 clusters Score -2345978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2346056.250000 Penalty: 4782.943359
	Iteration 43Q: 3 clusters Score -2346056 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2346125.750000 Penalty: 4782.943359
	Iteration 44Q: 3 clusters Score -2346126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2346204.500000 Penalty: 4782.943359
	Iteration 45Q: 3 clusters Score -2346204 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2346269.000000 Penalty: 4782.943359
	Iteration 46Q: 3 clusters Score -2346269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2346314.500000 Penalty: 4782.943359
	Iteration 47Q: 3 clusters Score -2346314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2346345.000000 Penalty: 4782.943359
	Iteration 48Q: 3 clusters Score -2346345 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2346401.500000 Penalty: 4782.943359
	Iteration 49Q: 3 clusters Score -2346402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2346444.250000 Penalty: 4782.943359
	Iteration 50Q: 3 clusters Score -2346444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2346484.250000 Penalty: 4782.943359
	Iteration 51Q: 3 clusters Score -2346484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2346509.750000 Penalty: 4782.943359
	Iteration 52Q: 3 clusters Score -2346510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2346531.750000 Penalty: 4782.943359
	Iteration 53Q: 3 clusters Score -2346532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2346552.750000 Penalty: 4782.943359
	Iteration 54Q: 3 clusters Score -2346553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2346573.000000 Penalty: 4782.943359
	Iteration 55Q: 3 clusters Score -2346573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2346583.250000 Penalty: 4782.943359
	Iteration 56Q: 3 clusters Score -2346583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2346592.000000 Penalty: 4782.943359
	Iteration 57Q: 3 clusters Score -2346592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2346602.500000 Penalty: 4782.943359
	Iteration 58Q: 3 clusters Score -2346602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2346608.750000 Penalty: 4782.943359
	Iteration 59Q: 3 clusters Score -2346609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2346620.750000 Penalty: 4782.943359
	Iteration 60F: 3 clusters Score -2346621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2346620.500000 Penalty: 4782.943359
	Iteration 61Q: 3 clusters Score -2346620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2346628.250000 Penalty: 4782.943359
	Iteration 62Q: 3 clusters Score -2346628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2346632.500000 Penalty: 4782.943359
	Iteration 63Q: 3 clusters Score -2346632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2346628.250000 Penalty: 4782.943359
	Iteration 64Q: 3 clusters Score -2346628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2346635.750000 Penalty: 4782.943359
	Iteration 65Q: 3 clusters Score -2346636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2346632.500000 Penalty: 4782.943359
	Iteration 66Q: 3 clusters Score -2346632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2346637.000000 Penalty: 4782.943359
	Iteration 67Q: 3 clusters Score -2346637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2346643.500000 Penalty: 4782.943359
	Iteration 68Q: 3 clusters Score -2346644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2346651.250000 Penalty: 4782.943359
	Iteration 69Q: 3 clusters Score -2346651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2346653.000000 Penalty: 4782.943359
	Iteration 70Q: 3 clusters Score -2346653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2346655.250000 Penalty: 4782.943359
	Iteration 71Q: 3 clusters Score -2346655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2346656.250000 Penalty: 4782.943359
	Iteration 72Q: 3 clusters Score -2346656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2346659.000000 Penalty: 4782.943359
	Iteration 73Q: 3 clusters Score -2346659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2346665.000000 Penalty: 4782.943359
	Iteration 74Q: 3 clusters Score -2346665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2346663.000000 Penalty: 4782.943359
	Iteration 75Q: 3 clusters Score -2346663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2346665.250000 Penalty: 4782.943359
	Iteration 76Q: 3 clusters Score -2346665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2346664.250000 Penalty: 4782.943359
	Iteration 77Q: 3 clusters Score -2346664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2346664.000000 Penalty: 4782.943359
	Iteration 78Q: 3 clusters Score -2346664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2346666.250000 Penalty: 4782.943359
	Iteration 79Q: 3 clusters Score -2346666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2346663.750000 Penalty: 4782.943359
	Iteration 80F: 3 clusters Score -2346664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2346666.250000 Penalty: 4782.943359
	Iteration 81Q: 3 clusters Score -2346666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2346668.500000 Penalty: 4782.943359
	Iteration 82Q: 3 clusters Score -2346668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2346666.000000 Penalty: 4782.943359
	Iteration 83Q: 3 clusters Score -2346666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2346666.500000 Penalty: 4782.943359
	Iteration 84Q: 3 clusters Score -2346666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2346669.250000 Penalty: 4782.943359
	Iteration 85Q: 3 clusters Score -2346669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2346669.250000 Penalty: 4782.943359
	Iteration 86Q: 3 clusters Score -2346669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2346669.250000 Penalty: 4782.943359
	Iteration 87F: 3 clusters Score -2346669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -88768.890625 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -88768.89 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 367 members 
Entering Unmasked Estep 
Score: -87182.046875 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -87182.05 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87876.820312 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -87876.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88247.734375 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -88247.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -88433.554688 Penalty: 3276.227783
	Iteration 3F: 3 clusters Score -88433.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -88519.007812 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -88519.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88568.023438 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -88568.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -88591.812500 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -88591.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -88595.953125 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -88595.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -88595.953125 Penalty: 3276.227783
	Iteration 8F: 3 clusters Score -88595.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Entering Unmasked Estep 
Score: -15874469.000000 Penalty: 2861.774170
	Iteration 0F: 2 clusters Score -1.587447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -15806794.000000 Penalty: 5723.548340
	Iteration 0F: 3 clusters Score -1.580679e+07 nChanged 48779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -15834795.000000 Penalty: 5723.548340
	Iteration 1F: 3 clusters Score -1.58348e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -15835434.000000 Penalty: 5723.548340
	Iteration 2Q: 3 clusters Score -1.583543e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -15836251.000000 Penalty: 5723.548340
	Iteration 3Q: 3 clusters Score -1.583625e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -15837243.000000 Penalty: 5723.548340
	Iteration 4Q: 3 clusters Score -1.583724e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -15838681.000000 Penalty: 5723.548340
	Iteration 5Q: 3 clusters Score -1.583868e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -15840967.000000 Penalty: 5723.548340
	Iteration 6Q: 3 clusters Score -1.584097e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -15844879.000000 Penalty: 5723.548340
	Iteration 7F: 3 clusters Score -1.584488e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -15850967.000000 Penalty: 5723.548340
	Iteration 8F: 3 clusters Score -1.585097e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -15858004.000000 Penalty: 5723.548340
	Iteration 9F: 3 clusters Score -1.5858e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -15864145.000000 Penalty: 5723.548340
	Iteration 10F: 3 clusters Score -1.586414e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -15867938.000000 Penalty: 5723.548340
	Iteration 11Q: 3 clusters Score -1.586794e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -15870002.000000 Penalty: 5723.548340
	Iteration 12Q: 3 clusters Score -1.587e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -15871083.000000 Penalty: 5723.548340
	Iteration 13Q: 3 clusters Score -1.587108e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -15871519.000000 Penalty: 5723.548340
	Iteration 14Q: 3 clusters Score -1.587152e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15871724.000000 Penalty: 5723.548340
	Iteration 15Q: 3 clusters Score -1.587172e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15871859.000000 Penalty: 5723.548340
	Iteration 16Q: 3 clusters Score -1.587186e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15871943.000000 Penalty: 5723.548340
	Iteration 17Q: 3 clusters Score -1.587194e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101689 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15872008.000000 Penalty: 5723.548340
	Iteration 18Q: 3 clusters Score -1.587201e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101765 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -15872033.000000 Penalty: 5723.548340
	Iteration 19Q: 3 clusters Score -1.587203e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15872047.000000 Penalty: 5723.548340
	Iteration 20F: 3 clusters Score -1.587205e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101849 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15872085.000000 Penalty: 5723.548340
	Iteration 21Q: 3 clusters Score -1.587208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -15872095.000000 Penalty: 5723.548340
	Iteration 22Q: 3 clusters Score -1.58721e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15872107.000000 Penalty: 5723.548340
	Iteration 23Q: 3 clusters Score -1.587211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15872110.000000 Penalty: 5723.548340
	Iteration 24Q: 3 clusters Score -1.587211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15872122.000000 Penalty: 5723.548340
	Iteration 25Q: 3 clusters Score -1.587212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101944 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15872149.000000 Penalty: 5723.548340
	Iteration 26Q: 3 clusters Score -1.587215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15872165.000000 Penalty: 5723.548340
	Iteration 27Q: 3 clusters Score -1.587216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -15872182.000000 Penalty: 5723.548340
	Iteration 28Q: 3 clusters Score -1.587218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15872178.000000 Penalty: 5723.548340
	Iteration 29Q: 3 clusters Score -1.587218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15872168.000000 Penalty: 5723.548340
	Iteration 30Q: 3 clusters Score -1.587217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -15872166.000000 Penalty: 5723.548340
	Iteration 31Q: 3 clusters Score -1.587217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15872191.000000 Penalty: 5723.548340
	Iteration 32Q: 3 clusters Score -1.587219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15872189.000000 Penalty: 5723.548340
	Iteration 33Q: 3 clusters Score -1.587219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15872189.000000 Penalty: 5723.548340
	Iteration 34Q: 3 clusters Score -1.587219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101995 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15872197.000000 Penalty: 5723.548340
	Iteration 35Q: 3 clusters Score -1.58722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -15872203.000000 Penalty: 5723.548340
	Iteration 36Q: 3 clusters Score -1.58722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -15872209.000000 Penalty: 5723.548340
	Iteration 37Q: 3 clusters Score -1.587221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15872212.000000 Penalty: 5723.548340
	Iteration 38Q: 3 clusters Score -1.587221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15872213.000000 Penalty: 5723.548340
	Iteration 39Q: 3 clusters Score -1.587221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15872210.000000 Penalty: 5723.548340
	Iteration 40F: 3 clusters Score -1.587221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15872229.000000 Penalty: 5723.548340
	Iteration 41Q: 3 clusters Score -1.587223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15872234.000000 Penalty: 5723.548340
	Iteration 42Q: 3 clusters Score -1.587223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15872234.000000 Penalty: 5723.548340
	Iteration 43Q: 3 clusters Score -1.587223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15872235.000000 Penalty: 5723.548340
	Iteration 44Q: 3 clusters Score -1.587224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15872235.000000 Penalty: 5723.548340
	Iteration 45F: 3 clusters Score -1.587224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -246726.015625 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -246726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -244340.203125 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -244340.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -244941.468750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -244941.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -245222.765625 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -245222.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -245432.484375 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -245432.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -245575.468750 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -245575.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -245733.218750 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -245733.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -245828.484375 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -245828.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -245890.421875 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -245890.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245922.843750 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -245922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -245934.000000 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -245934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -245939.312500 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -245939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -245943.687500 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -245943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245953.218750 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -245953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245958.734375 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -245958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245967.484375 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -245967.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245970.109375 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -245970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245971.078125 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -245971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245973.296875 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -245973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -245977.000000 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -245977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245981.578125 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -245981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -245983.250000 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -245983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Entering Unmasked Estep 
Score: -1469791.750000 Penalty: 2277.936279
	Iteration 0F: 2 clusters Score -1469792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1462251.000000 Penalty: 4555.872559
	Iteration 0F: 3 clusters Score -1462251 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1464523.125000 Penalty: 4555.872559
	Iteration 1F: 3 clusters Score -1464523 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1464890.875000 Penalty: 4555.872559
	Iteration 2F: 3 clusters Score -1464891 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1465213.625000 Penalty: 4555.872559
	Iteration 3F: 3 clusters Score -1465214 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1465602.625000 Penalty: 4555.872559
	Iteration 4F: 3 clusters Score -1465603 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1466089.250000 Penalty: 4555.872559
	Iteration 5F: 3 clusters Score -1466089 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1466618.125000 Penalty: 4555.872559
	Iteration 6F: 3 clusters Score -1466618 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1467110.375000 Penalty: 4555.872559
	Iteration 7F: 3 clusters Score -1467110 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1467545.875000 Penalty: 4555.872559
	Iteration 8F: 3 clusters Score -1467546 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1467865.750000 Penalty: 4555.872559
	Iteration 9Q: 3 clusters Score -1467866 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1468095.375000 Penalty: 4555.872559
	Iteration 10Q: 3 clusters Score -1468095 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1468297.875000 Penalty: 4555.872559
	Iteration 11Q: 3 clusters Score -1468298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1468423.750000 Penalty: 4555.872559
	Iteration 12Q: 3 clusters Score -1468424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1468494.250000 Penalty: 4555.872559
	Iteration 13Q: 3 clusters Score -1468494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1468541.375000 Penalty: 4555.872559
	Iteration 14Q: 3 clusters Score -1468541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1468564.500000 Penalty: 4555.872559
	Iteration 15Q: 3 clusters Score -1468564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1468572.625000 Penalty: 4555.872559
	Iteration 16Q: 3 clusters Score -1468573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1468583.250000 Penalty: 4555.872559
	Iteration 17Q: 3 clusters Score -1468583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1468590.125000 Penalty: 4555.872559
	Iteration 18Q: 3 clusters Score -1468590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1468596.875000 Penalty: 4555.872559
	Iteration 19Q: 3 clusters Score -1468597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1468599.250000 Penalty: 4555.872559
	Iteration 20F: 3 clusters Score -1468599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1468603.000000 Penalty: 4555.872559
	Iteration 21Q: 3 clusters Score -1468603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1468611.375000 Penalty: 4555.872559
	Iteration 22Q: 3 clusters Score -1468611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1468611.500000 Penalty: 4555.872559
	Iteration 23Q: 3 clusters Score -1468612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1468613.250000 Penalty: 4555.872559
	Iteration 24Q: 3 clusters Score -1468613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1468618.625000 Penalty: 4555.872559
	Iteration 25Q: 3 clusters Score -1468619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1468621.500000 Penalty: 4555.872559
	Iteration 26Q: 3 clusters Score -1468622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1468624.000000 Penalty: 4555.872559
	Iteration 27Q: 3 clusters Score -1468624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1468624.250000 Penalty: 4555.872559
	Iteration 28Q: 3 clusters Score -1468624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1468628.000000 Penalty: 4555.872559
	Iteration 29Q: 3 clusters Score -1468628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1468636.875000 Penalty: 4555.872559
	Iteration 30Q: 3 clusters Score -1468637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1468639.375000 Penalty: 4555.872559
	Iteration 31Q: 3 clusters Score -1468639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1468640.125000 Penalty: 4555.872559
	Iteration 32Q: 3 clusters Score -1468640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1468646.750000 Penalty: 4555.872559
	Iteration 33Q: 3 clusters Score -1468647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1468648.500000 Penalty: 4555.872559
	Iteration 34Q: 3 clusters Score -1468648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1468651.875000 Penalty: 4555.872559
	Iteration 35Q: 3 clusters Score -1468652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1468658.500000 Penalty: 4555.872559
	Iteration 36Q: 3 clusters Score -1468658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1468663.250000 Penalty: 4555.872559
	Iteration 37Q: 3 clusters Score -1468663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1468674.750000 Penalty: 4555.872559
	Iteration 38Q: 3 clusters Score -1468675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1468693.125000 Penalty: 4555.872559
	Iteration 39Q: 3 clusters Score -1468693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1468712.750000 Penalty: 4555.872559
	Iteration 40F: 3 clusters Score -1468713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1468736.125000 Penalty: 4555.872559
	Iteration 41Q: 3 clusters Score -1468736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1468750.625000 Penalty: 4555.872559
	Iteration 42Q: 3 clusters Score -1468751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1468779.500000 Penalty: 4555.872559
	Iteration 43Q: 3 clusters Score -1468780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1468803.625000 Penalty: 4555.872559
	Iteration 44Q: 3 clusters Score -1468804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1468831.875000 Penalty: 4555.872559
	Iteration 45Q: 3 clusters Score -1468832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1468853.875000 Penalty: 4555.872559
	Iteration 46Q: 3 clusters Score -1468854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1468872.750000 Penalty: 4555.872559
	Iteration 47Q: 3 clusters Score -1468873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1468902.625000 Penalty: 4555.872559
	Iteration 48Q: 3 clusters Score -1468903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1468944.000000 Penalty: 4555.872559
	Iteration 49Q: 3 clusters Score -1468944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1468970.250000 Penalty: 4555.872559
	Iteration 50Q: 3 clusters Score -1468970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1468988.500000 Penalty: 4555.872559
	Iteration 51Q: 3 clusters Score -1468988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1469008.125000 Penalty: 4555.872559
	Iteration 52Q: 3 clusters Score -1469008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1469026.125000 Penalty: 4555.872559
	Iteration 53Q: 3 clusters Score -1469026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1469035.500000 Penalty: 4555.872559
	Iteration 54Q: 3 clusters Score -1469036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1469041.375000 Penalty: 4555.872559
	Iteration 55Q: 3 clusters Score -1469041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1469040.500000 Penalty: 4555.872559
	Iteration 56Q: 3 clusters Score -1469040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1469045.125000 Penalty: 4555.872559
	Iteration 57Q: 3 clusters Score -1469045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1469046.500000 Penalty: 4555.872559
	Iteration 58Q: 3 clusters Score -1469046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1469047.250000 Penalty: 4555.872559
	Iteration 59Q: 3 clusters Score -1469047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1469048.375000 Penalty: 4555.872559
	Iteration 60F: 3 clusters Score -1469048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 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 484 members 
Entering Unmasked Estep 
Score: -116687.250000 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116687.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117102.640625 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117102.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117390.000000 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117611.101562 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117611.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117798.078125 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -117798.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -117913.195312 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -117913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -117980.476562 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -117980.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118032.843750 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118085.875000 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118112.835938 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -118138.164062 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118161.945312 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -118180.914062 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -118193.390625 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118205.156250 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118209.992188 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118212.593750 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118212.593750 Penalty: 3381.100830
	Iteration 17F: 3 clusters Score -118212.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55844.078125 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -55844.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54511.320312 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -54511.32 nChanged 89
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: -54704.039062 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -54704.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54762.648438 Penalty: 3032.386475
	Iteration 2Q: 3 clusters Score -54762.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54799.222656 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -54799.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54822.066406 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -54822.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54825.300781 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -54825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54827.253906 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -54827.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54827.253906 Penalty: 3032.386475
	Iteration 7F: 3 clusters Score -54827.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97068.031250 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97068.03 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97298.539062 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97298.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97363.906250 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97363.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97391.234375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97391.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97403.101562 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97403.101562 Penalty: 3267.424805
	Iteration 5F: 3 clusters Score -97403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116777 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11590 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93605 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15658 members 
Mstep: Class 18 contains 17651 members 
Mstep: Class 19 contains 66304 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102684 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167600.000000 Penalty: 123466.296875
Iteration 319Q: 38 clusters Score -1.041676e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116797 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11591 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93473 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22343 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 66403 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33783 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25192 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102724 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167680.000000 Penalty: 123466.296875
Iteration 320F: 38 clusters Score -1.041677e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116801 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93359 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22339 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17656 members 
Mstep: Class 19 contains 66494 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25197 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36519 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102771 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167592.000000 Penalty: 123466.296875
Iteration 321Q: 38 clusters Score -1.041676e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 116810 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93240 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22337 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 66606 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33779 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25201 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102783 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167600.000000 Penalty: 123466.296875
Iteration 322Q: 38 clusters Score -1.041676e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116841 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42461 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93138 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22333 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 66712 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 33777 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25201 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36518 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102771 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167648.000000 Penalty: 123466.296875
Iteration 323Q: 38 clusters Score -1.041676e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116875 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 93054 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 22336 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 66829 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33774 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25203 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102728 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167552.000000 Penalty: 123466.296875
Iteration 324Q: 38 clusters Score -1.041676e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116914 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92997 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22332 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 66921 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25208 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102683 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167512.000000 Penalty: 123466.296875
Iteration 325Q: 38 clusters Score -1.041675e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116914 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92944 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 19 contains 67012 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 33776 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25208 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36525 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 739 members 
Mstep: Class 32 contains 102679 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167264.000000 Penalty: 123466.296875
Iteration 326Q: 38 clusters Score -1.041673e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116906 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42460 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11584 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92904 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 67116 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25208 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36527 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102667 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9752 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167384.000000 Penalty: 123466.296875
Iteration 327Q: 38 clusters Score -1.041674e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116898 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4438 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92849 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 67239 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 33777 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102646 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167456.000000 Penalty: 123466.296875
Iteration 328Q: 38 clusters Score -1.041675e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116884 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11583 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92770 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 67350 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33783 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36530 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102639 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167424.000000 Penalty: 123466.296875
Iteration 329Q: 38 clusters Score -1.041674e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116869 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42458 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92725 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22334 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 67474 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36528 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102602 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167312.000000 Penalty: 123466.296875
Iteration 330Q: 38 clusters Score -1.041673e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116862 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42457 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11579 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92675 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22332 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 67596 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25208 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36530 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102553 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167304.000000 Penalty: 123466.296875
Iteration 331Q: 38 clusters Score -1.041673e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116863 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42459 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92649 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22323 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17686 members 
Mstep: Class 19 contains 67698 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33789 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36530 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102507 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167352.000000 Penalty: 123466.296875
Iteration 332Q: 38 clusters Score -1.041674e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116846 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92624 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22320 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 67805 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33789 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25204 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36529 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102475 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167456.000000 Penalty: 123466.296875
Iteration 333Q: 38 clusters Score -1.041675e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116826 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42462 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11577 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92598 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22319 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17676 members 
Mstep: Class 19 contains 67909 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33792 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25200 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36534 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102434 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167392.000000 Penalty: 123466.296875
Iteration 334Q: 38 clusters Score -1.041674e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116805 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92589 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 68016 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 33793 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36538 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102378 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167384.000000 Penalty: 123466.296875
Iteration 335Q: 38 clusters Score -1.041674e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116778 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42463 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92570 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17678 members 
Mstep: Class 19 contains 68114 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33796 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102339 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167368.000000 Penalty: 123466.296875
Iteration 336Q: 38 clusters Score -1.041674e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116755 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42466 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92575 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22322 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 68205 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33796 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25197 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36536 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102293 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167312.000000 Penalty: 123466.296875
Iteration 337Q: 38 clusters Score -1.041673e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116706 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42467 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11572 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92572 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 68340 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33802 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25199 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36535 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102229 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167272.000000 Penalty: 123466.296875
Iteration 338Q: 38 clusters Score -1.041673e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116674 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11570 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92564 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22319 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15654 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 68466 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33805 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25199 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36537 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102159 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167432.000000 Penalty: 123466.296875
Iteration 339Q: 38 clusters Score -1.041674e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116641 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11568 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92555 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22321 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17697 members 
Mstep: Class 19 contains 68567 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33812 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25196 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102121 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167344.000000 Penalty: 123466.296875
Iteration 340F: 38 clusters Score -1.041673e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116618 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42474 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11567 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92551 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22314 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17698 members 
Mstep: Class 19 contains 68657 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33817 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25196 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102088 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167456.000000 Penalty: 123466.296875
Iteration 341Q: 38 clusters Score -1.041675e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116570 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42478 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11566 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92535 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22314 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17700 members 
Mstep: Class 19 contains 68753 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33818 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102079 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167304.000000 Penalty: 123466.296875
Iteration 342Q: 38 clusters Score -1.041673e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116516 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92523 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22313 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 68867 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33820 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25203 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36544 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102055 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167416.000000 Penalty: 123466.296875
Iteration 343Q: 38 clusters Score -1.041674e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116462 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92483 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17705 members 
Mstep: Class 19 contains 68980 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33823 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102050 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167432.000000 Penalty: 123466.296875
Iteration 344Q: 38 clusters Score -1.041674e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116427 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92459 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22309 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 69090 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25210 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36542 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102015 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167568.000000 Penalty: 123466.296875
Iteration 345Q: 38 clusters Score -1.041676e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116380 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92420 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22309 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17712 members 
Mstep: Class 19 contains 69189 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33821 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25212 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 36544 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102032 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167568.000000 Penalty: 123466.296875
Iteration 346Q: 38 clusters Score -1.041676e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116351 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92366 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22304 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 69280 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13895 members 
Mstep: Class 25 contains 36546 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102048 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167464.000000 Penalty: 123466.296875
Iteration 347Q: 38 clusters Score -1.041675e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116322 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92308 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 69376 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25213 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102051 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167504.000000 Penalty: 123466.296875
Iteration 348Q: 38 clusters Score -1.041675e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116291 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42476 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5133 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92269 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22298 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17718 members 
Mstep: Class 19 contains 69453 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33812 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25213 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36548 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102071 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167472.000000 Penalty: 123466.296875
Iteration 349Q: 38 clusters Score -1.041675e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116265 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42475 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92193 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22300 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 69523 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33810 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36549 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102099 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167648.000000 Penalty: 123466.296875
Iteration 350Q: 38 clusters Score -1.041676e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116236 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5126 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92115 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22300 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17726 members 
Mstep: Class 19 contains 69607 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33805 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25213 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102118 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167664.000000 Penalty: 123466.296875
Iteration 351Q: 38 clusters Score -1.041677e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116222 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42477 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 92026 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 69699 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33806 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25212 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36557 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102139 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167672.000000 Penalty: 123466.296875
Iteration 352Q: 38 clusters Score -1.041677e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116207 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91953 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22298 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 69788 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33808 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25212 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36558 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102145 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167800.000000 Penalty: 123466.296875
Iteration 353Q: 38 clusters Score -1.041678e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116190 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91859 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 15653 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 69904 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 36562 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102143 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167664.000000 Penalty: 123466.296875
Iteration 354Q: 38 clusters Score -1.041677e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116163 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91762 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22293 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 70035 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33811 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25215 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 36566 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102136 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167576.000000 Penalty: 123466.296875
Iteration 355Q: 38 clusters Score -1.041676e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116152 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5099 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91668 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22289 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 70159 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 33813 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 36567 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102111 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167472.000000 Penalty: 123466.296875
Iteration 356Q: 38 clusters Score -1.041675e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116139 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11564 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91592 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22281 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70294 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33810 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13899 members 
Mstep: Class 25 contains 36570 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102071 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167408.000000 Penalty: 123466.296875
Iteration 357Q: 38 clusters Score -1.041674e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116117 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91513 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22276 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 33815 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 36574 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102046 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167400.000000 Penalty: 123466.296875
Iteration 358Q: 38 clusters Score -1.041674e+08 nChanged 393
Entering ConstructFrom: 
Score: -104167400.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (11181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Entering Unmasked Estep 
Score: -1733200.250000 Penalty: 2311.848877
	Iteration 0F: 2 clusters Score -1733200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1724824.000000 Penalty: 4623.697754
	Iteration 0F: 3 clusters Score -1724824 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1727266.625000 Penalty: 4623.697754
	Iteration 1F: 3 clusters Score -1727267 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1727586.250000 Penalty: 4623.697754
	Iteration 2F: 3 clusters Score -1727586 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1727837.250000 Penalty: 4623.697754
	Iteration 3Q: 3 clusters Score -1727837 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1728023.375000 Penalty: 4623.697754
	Iteration 4Q: 3 clusters Score -1728023 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1728191.625000 Penalty: 4623.697754
	Iteration 5Q: 3 clusters Score -1728192 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1728365.750000 Penalty: 4623.697754
	Iteration 6Q: 3 clusters Score -1728366 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1728552.875000 Penalty: 4623.697754
	Iteration 7Q: 3 clusters Score -1728553 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1728737.750000 Penalty: 4623.697754
	Iteration 8Q: 3 clusters Score -1728738 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1728950.125000 Penalty: 4623.697754
	Iteration 9Q: 3 clusters Score -1728950 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1729217.000000 Penalty: 4623.697754
	Iteration 10Q: 3 clusters Score -1729217 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1729497.125000 Penalty: 4623.697754
	Iteration 11Q: 3 clusters Score -1729497 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1729784.250000 Penalty: 4623.697754
	Iteration 12Q: 3 clusters Score -1729784 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1730053.875000 Penalty: 4623.697754
	Iteration 13Q: 3 clusters Score -1730054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1730276.750000 Penalty: 4623.697754
	Iteration 14Q: 3 clusters Score -1730277 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1730469.875000 Penalty: 4623.697754
	Iteration 15Q: 3 clusters Score -1730470 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1730631.375000 Penalty: 4623.697754
	Iteration 16Q: 3 clusters Score -1730631 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1730762.500000 Penalty: 4623.697754
	Iteration 17Q: 3 clusters Score -1730762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1730849.625000 Penalty: 4623.697754
	Iteration 18Q: 3 clusters Score -1730850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1730928.500000 Penalty: 4623.697754
	Iteration 19Q: 3 clusters Score -1730928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1730984.250000 Penalty: 4623.697754
	Iteration 20F: 3 clusters Score -1730984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1731053.125000 Penalty: 4623.697754
	Iteration 21Q: 3 clusters Score -1731053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1731089.875000 Penalty: 4623.697754
	Iteration 22Q: 3 clusters Score -1731090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1731125.750000 Penalty: 4623.697754
	Iteration 23Q: 3 clusters Score -1731126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1731158.250000 Penalty: 4623.697754
	Iteration 24Q: 3 clusters Score -1731158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1731182.750000 Penalty: 4623.697754
	Iteration 25Q: 3 clusters Score -1731183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1731206.875000 Penalty: 4623.697754
	Iteration 26Q: 3 clusters Score -1731207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1731212.875000 Penalty: 4623.697754
	Iteration 27Q: 3 clusters Score -1731213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1731219.875000 Penalty: 4623.697754
	Iteration 28Q: 3 clusters Score -1731220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1731222.750000 Penalty: 4623.697754
	Iteration 29Q: 3 clusters Score -1731223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1731228.750000 Penalty: 4623.697754
	Iteration 30Q: 3 clusters Score -1731229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1731231.375000 Penalty: 4623.697754
	Iteration 31Q: 3 clusters Score -1731231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1731236.000000 Penalty: 4623.697754
	Iteration 32Q: 3 clusters Score -1731236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1731239.375000 Penalty: 4623.697754
	Iteration 33Q: 3 clusters Score -1731239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1731240.500000 Penalty: 4623.697754
	Iteration 34Q: 3 clusters Score -1731240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1731241.500000 Penalty: 4623.697754
	Iteration 35Q: 3 clusters Score -1731242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1731241.500000 Penalty: 4623.697754
	Iteration 36F: 3 clusters Score -1731242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -304871.968750 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -304872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -302189.031250 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -302189 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -302652.906250 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -302652.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -302783.656250 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -302783.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -302859.406250 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -302859.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302919.906250 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -302919.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -302972.812500 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -302972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -303016.468750 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -303016.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -303048.531250 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -303048.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -303078.562500 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -303078.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -303103.468750 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -303103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303126.968750 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -303127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -303146.312500 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -303146.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -303156.281250 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -303156.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -303172.031250 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -303172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303191.093750 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -303191.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -303213.031250 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -303213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303238.531250 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -303238.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -303267.781250 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -303267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -303290.593750 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -303290.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -303307.062500 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -303307.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -303324.187500 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -303324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -303341.875000 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -303341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -303353.062500 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -303353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -303355.531250 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -303355.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -303360.937500 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -303360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303364.968750 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -303365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -303368.031250 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -303368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303374.281250 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -303374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -303380.875000 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -303380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -303385.718750 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -303385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -303387.968750 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -303388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303391.468750 Penalty: 3783.986084
	Iteration 31Q: 3 clusters Score -303391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303393.625000 Penalty: 3783.986084
	Iteration 32Q: 3 clusters Score -303393.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303393.625000 Penalty: 3783.986084
	Iteration 33F: 3 clusters Score -303393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (116075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116075 members 
Entering Unmasked Estep 
Score: -17858198.000000 Penalty: 2892.174072
	Iteration 0F: 2 clusters Score -1.78582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -17781610.000000 Penalty: 5784.348145
	Iteration 0F: 3 clusters Score -1.778161e+07 nChanged 55141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -17813394.000000 Penalty: 5784.348145
	Iteration 1F: 3 clusters Score -1.781339e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -17814326.000000 Penalty: 5784.348145
	Iteration 2Q: 3 clusters Score -1.781433e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -17815406.000000 Penalty: 5784.348145
	Iteration 3Q: 3 clusters Score -1.781541e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -17817300.000000 Penalty: 5784.348145
	Iteration 4Q: 3 clusters Score -1.78173e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -17820302.000000 Penalty: 5784.348145
	Iteration 5Q: 3 clusters Score -1.78203e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -17825370.000000 Penalty: 5784.348145
	Iteration 6F: 3 clusters Score -1.782537e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -17832136.000000 Penalty: 5784.348145
	Iteration 7F: 3 clusters Score -1.783214e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -17839602.000000 Penalty: 5784.348145
	Iteration 8F: 3 clusters Score -1.78396e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -17845440.000000 Penalty: 5784.348145
	Iteration 9F: 3 clusters Score -1.784544e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105415 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -17849140.000000 Penalty: 5784.348145
	Iteration 10Q: 3 clusters Score -1.784914e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -17851328.000000 Penalty: 5784.348145
	Iteration 11Q: 3 clusters Score -1.785133e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -17852514.000000 Penalty: 5784.348145
	Iteration 12Q: 3 clusters Score -1.785251e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111701 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -17853490.000000 Penalty: 5784.348145
	Iteration 13Q: 3 clusters Score -1.785349e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -17854164.000000 Penalty: 5784.348145
	Iteration 14Q: 3 clusters Score -1.785416e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113328 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -17854566.000000 Penalty: 5784.348145
	Iteration 15Q: 3 clusters Score -1.785457e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -17854866.000000 Penalty: 5784.348145
	Iteration 16Q: 3 clusters Score -1.785487e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17855102.000000 Penalty: 5784.348145
	Iteration 17Q: 3 clusters Score -1.78551e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -17855268.000000 Penalty: 5784.348145
	Iteration 18Q: 3 clusters Score -1.785527e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -17855394.000000 Penalty: 5784.348145
	Iteration 19Q: 3 clusters Score -1.785539e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114776 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -17855452.000000 Penalty: 5784.348145
	Iteration 20F: 3 clusters Score -1.785545e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -17855538.000000 Penalty: 5784.348145
	Iteration 21Q: 3 clusters Score -1.785554e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114921 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17855566.000000 Penalty: 5784.348145
	Iteration 22Q: 3 clusters Score -1.785557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17855602.000000 Penalty: 5784.348145
	Iteration 23Q: 3 clusters Score -1.78556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115016 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -17855652.000000 Penalty: 5784.348145
	Iteration 24Q: 3 clusters Score -1.785565e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17855674.000000 Penalty: 5784.348145
	Iteration 25Q: 3 clusters Score -1.785567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -17855668.000000 Penalty: 5784.348145
	Iteration 26Q: 3 clusters Score -1.785567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17855670.000000 Penalty: 5784.348145
	Iteration 27Q: 3 clusters Score -1.785567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17855686.000000 Penalty: 5784.348145
	Iteration 28Q: 3 clusters Score -1.785569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17855690.000000 Penalty: 5784.348145
	Iteration 29Q: 3 clusters Score -1.785569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115143 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17855702.000000 Penalty: 5784.348145
	Iteration 30Q: 3 clusters Score -1.78557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115154 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -17855708.000000 Penalty: 5784.348145
	Iteration 31Q: 3 clusters Score -1.785571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17855706.000000 Penalty: 5784.348145
	Iteration 32Q: 3 clusters Score -1.785571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115181 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17855728.000000 Penalty: 5784.348145
	Iteration 33Q: 3 clusters Score -1.785573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17855730.000000 Penalty: 5784.348145
	Iteration 34Q: 3 clusters Score -1.785573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115213 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -17855736.000000 Penalty: 5784.348145
	Iteration 35Q: 3 clusters Score -1.785574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -17855738.000000 Penalty: 5784.348145
	Iteration 36Q: 3 clusters Score -1.785574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115219 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -17855740.000000 Penalty: 5784.348145
	Iteration 37Q: 3 clusters Score -1.785574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -17855738.000000 Penalty: 5784.348145
	Iteration 38Q: 3 clusters Score -1.785574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115224 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -17855738.000000 Penalty: 5784.348145
	Iteration 39Q: 3 clusters Score -1.785574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -17855752.000000 Penalty: 5784.348145
	Iteration 40F: 3 clusters Score -1.785575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -17855744.000000 Penalty: 5784.348145
	Iteration 41Q: 3 clusters Score -1.785574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -17855754.000000 Penalty: 5784.348145
	Iteration 42Q: 3 clusters Score -1.785575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -17855754.000000 Penalty: 5784.348145
	Iteration 43Q: 3 clusters Score -1.785575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -17855752.000000 Penalty: 5784.348145
	Iteration 44Q: 3 clusters Score -1.785575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17855760.000000 Penalty: 5784.348145
	Iteration 45Q: 3 clusters Score -1.785576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17855764.000000 Penalty: 5784.348145
	Iteration 46Q: 3 clusters Score -1.785576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17855766.000000 Penalty: 5784.348145
	Iteration 47Q: 3 clusters Score -1.785577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17855766.000000 Penalty: 5784.348145
	Iteration 48F: 3 clusters Score -1.785577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17556.041016 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17556.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17852.472656 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17852.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17995.355469 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -17995.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18084.890625 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -18084.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18125.224609 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18125.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18179.746094 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -18179.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18261.183594 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -18261.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18289.220703 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -18289.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18289.220703 Penalty: 2632.900635
	Iteration 8F: 3 clusters Score -18289.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Entering Unmasked Estep 
Score: -6529559.500000 Penalty: 2642.895264
	Iteration 0F: 2 clusters Score -6529560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -6500819.000000 Penalty: 5285.790527
	Iteration 0F: 3 clusters Score -6500819 nChanged 19535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -6512068.000000 Penalty: 5285.790527
	Iteration 1F: 3 clusters Score -6512068 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -6513022.500000 Penalty: 5285.790527
	Iteration 2F: 3 clusters Score -6513022 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6514245.000000 Penalty: 5285.790527
	Iteration 3F: 3 clusters Score -6514245 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -6515565.500000 Penalty: 5285.790527
	Iteration 4F: 3 clusters Score -6515566 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6516998.000000 Penalty: 5285.790527
	Iteration 5F: 3 clusters Score -6516998 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -6518262.500000 Penalty: 5285.790527
	Iteration 6F: 3 clusters Score -6518262 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -6519497.000000 Penalty: 5285.790527
	Iteration 7F: 3 clusters Score -6519497 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -6520427.000000 Penalty: 5285.790527
	Iteration 8Q: 3 clusters Score -6520427 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -6521048.500000 Penalty: 5285.790527
	Iteration 9Q: 3 clusters Score -6521048 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -6521529.500000 Penalty: 5285.790527
	Iteration 10Q: 3 clusters Score -6521530 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6522023.000000 Penalty: 5285.790527
	Iteration 11Q: 3 clusters Score -6522023 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -6522496.000000 Penalty: 5285.790527
	Iteration 12Q: 3 clusters Score -6522496 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -6523027.500000 Penalty: 5285.790527
	Iteration 13Q: 3 clusters Score -6523028 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6523584.500000 Penalty: 5285.790527
	Iteration 14Q: 3 clusters Score -6523584 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -6524189.000000 Penalty: 5285.790527
	Iteration 15Q: 3 clusters Score -6524189 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -6524936.500000 Penalty: 5285.790527
	Iteration 16Q: 3 clusters Score -6524936 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6525583.000000 Penalty: 5285.790527
	Iteration 17Q: 3 clusters Score -6525583 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -6526076.500000 Penalty: 5285.790527
	Iteration 18Q: 3 clusters Score -6526076 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6526394.000000 Penalty: 5285.790527
	Iteration 19Q: 3 clusters Score -6526394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6526622.000000 Penalty: 5285.790527
	Iteration 20F: 3 clusters Score -6526622 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6526761.000000 Penalty: 5285.790527
	Iteration 21Q: 3 clusters Score -6526761 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6526874.000000 Penalty: 5285.790527
	Iteration 22Q: 3 clusters Score -6526874 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6526988.500000 Penalty: 5285.790527
	Iteration 23Q: 3 clusters Score -6526988 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6527062.500000 Penalty: 5285.790527
	Iteration 24Q: 3 clusters Score -6527062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6527140.500000 Penalty: 5285.790527
	Iteration 25Q: 3 clusters Score -6527140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6527191.000000 Penalty: 5285.790527
	Iteration 26Q: 3 clusters Score -6527191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6527223.000000 Penalty: 5285.790527
	Iteration 27Q: 3 clusters Score -6527223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6527292.000000 Penalty: 5285.790527
	Iteration 28Q: 3 clusters Score -6527292 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6527350.500000 Penalty: 5285.790527
	Iteration 29Q: 3 clusters Score -6527350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6527407.500000 Penalty: 5285.790527
	Iteration 30Q: 3 clusters Score -6527408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6527452.500000 Penalty: 5285.790527
	Iteration 31Q: 3 clusters Score -6527452 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6527499.000000 Penalty: 5285.790527
	Iteration 32Q: 3 clusters Score -6527499 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6527541.500000 Penalty: 5285.790527
	Iteration 33Q: 3 clusters Score -6527542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6527574.500000 Penalty: 5285.790527
	Iteration 34Q: 3 clusters Score -6527574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6527593.500000 Penalty: 5285.790527
	Iteration 35Q: 3 clusters Score -6527594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6527619.000000 Penalty: 5285.790527
	Iteration 36Q: 3 clusters Score -6527619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6527659.500000 Penalty: 5285.790527
	Iteration 37Q: 3 clusters Score -6527660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6527696.500000 Penalty: 5285.790527
	Iteration 38Q: 3 clusters Score -6527696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6527715.000000 Penalty: 5285.790527
	Iteration 39Q: 3 clusters Score -6527715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6527734.500000 Penalty: 5285.790527
	Iteration 40F: 3 clusters Score -6527734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6527738.500000 Penalty: 5285.790527
	Iteration 41Q: 3 clusters Score -6527738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6527747.500000 Penalty: 5285.790527
	Iteration 42Q: 3 clusters Score -6527748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6527766.500000 Penalty: 5285.790527
	Iteration 43Q: 3 clusters Score -6527766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6527773.500000 Penalty: 5285.790527
	Iteration 44Q: 3 clusters Score -6527774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6527793.500000 Penalty: 5285.790527
	Iteration 45Q: 3 clusters Score -6527794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6527796.000000 Penalty: 5285.790527
	Iteration 46Q: 3 clusters Score -6527796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6527803.500000 Penalty: 5285.790527
	Iteration 47Q: 3 clusters Score -6527804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6527805.500000 Penalty: 5285.790527
	Iteration 48Q: 3 clusters Score -6527806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6527810.500000 Penalty: 5285.790527
	Iteration 49Q: 3 clusters Score -6527810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5285.790527
	Iteration 50Q: 3 clusters Score -6527815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6527814.000000 Penalty: 5285.790527
	Iteration 51Q: 3 clusters Score -6527814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6527797.000000 Penalty: 5285.790527
	Iteration 52Q: 3 clusters Score -6527797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6527813.000000 Penalty: 5285.790527
	Iteration 53Q: 3 clusters Score -6527813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6527807.500000 Penalty: 5285.790527
	Iteration 54Q: 3 clusters Score -6527808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6527813.500000 Penalty: 5285.790527
	Iteration 55Q: 3 clusters Score -6527814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6527816.000000 Penalty: 5285.790527
	Iteration 56Q: 3 clusters Score -6527816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5285.790527
	Iteration 57Q: 3 clusters Score -6527815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5285.790527
	Iteration 58Q: 3 clusters Score -6527815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6527810.500000 Penalty: 5285.790527
	Iteration 59Q: 3 clusters Score -6527810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6527815.500000 Penalty: 5285.790527
	Iteration 60F: 3 clusters Score -6527816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6527818.000000 Penalty: 5285.790527
	Iteration 61Q: 3 clusters Score -6527818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6527824.000000 Penalty: 5285.790527
	Iteration 62Q: 3 clusters Score -6527824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6527821.500000 Penalty: 5285.790527
	Iteration 63Q: 3 clusters Score -6527822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6527825.500000 Penalty: 5285.790527
	Iteration 64Q: 3 clusters Score -6527826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6527830.000000 Penalty: 5285.790527
	Iteration 65Q: 3 clusters Score -6527830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6527835.500000 Penalty: 5285.790527
	Iteration 66Q: 3 clusters Score -6527836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6527837.000000 Penalty: 5285.790527
	Iteration 67Q: 3 clusters Score -6527837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6527835.000000 Penalty: 5285.790527
	Iteration 68Q: 3 clusters Score -6527835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6527832.000000 Penalty: 5285.790527
	Iteration 69Q: 3 clusters Score -6527832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6527826.500000 Penalty: 5285.790527
	Iteration 70Q: 3 clusters Score -6527826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6527833.500000 Penalty: 5285.790527
	Iteration 71Q: 3 clusters Score -6527834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6527837.500000 Penalty: 5285.790527
	Iteration 72Q: 3 clusters Score -6527838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6527841.500000 Penalty: 5285.790527
	Iteration 73Q: 3 clusters Score -6527842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6527843.000000 Penalty: 5285.790527
	Iteration 74Q: 3 clusters Score -6527843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6527848.000000 Penalty: 5285.790527
	Iteration 75Q: 3 clusters Score -6527848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6527850.000000 Penalty: 5285.790527
	Iteration 76Q: 3 clusters Score -6527850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6527856.000000 Penalty: 5285.790527
	Iteration 77Q: 3 clusters Score -6527856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6527855.500000 Penalty: 5285.790527
	Iteration 78Q: 3 clusters Score -6527856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6527856.500000 Penalty: 5285.790527
	Iteration 79Q: 3 clusters Score -6527856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6527859.500000 Penalty: 5285.790527
	Iteration 80F: 3 clusters Score -6527860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6527867.000000 Penalty: 5285.790527
	Iteration 81Q: 3 clusters Score -6527867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6527876.500000 Penalty: 5285.790527
	Iteration 82Q: 3 clusters Score -6527876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6527873.000000 Penalty: 5285.790527
	Iteration 83Q: 3 clusters Score -6527873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6527878.500000 Penalty: 5285.790527
	Iteration 84Q: 3 clusters Score -6527878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6527878.000000 Penalty: 5285.790527
	Iteration 85Q: 3 clusters Score -6527878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6527895.000000 Penalty: 5285.790527
	Iteration 86Q: 3 clusters Score -6527895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6527893.500000 Penalty: 5285.790527
	Iteration 87Q: 3 clusters Score -6527894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6527894.000000 Penalty: 5285.790527
	Iteration 88Q: 3 clusters Score -6527894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6527897.000000 Penalty: 5285.790527
	Iteration 89Q: 3 clusters Score -6527897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6527898.000000 Penalty: 5285.790527
	Iteration 90Q: 3 clusters Score -6527898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6527889.000000 Penalty: 5285.790527
	Iteration 91Q: 3 clusters Score -6527889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6527892.000000 Penalty: 5285.790527
	Iteration 92Q: 3 clusters Score -6527892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6527894.500000 Penalty: 5285.790527
	Iteration 93Q: 3 clusters Score -6527894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6527896.500000 Penalty: 5285.790527
	Iteration 94Q: 3 clusters Score -6527896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6527892.500000 Penalty: 5285.790527
	Iteration 95Q: 3 clusters Score -6527892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6527895.000000 Penalty: 5285.790527
	Iteration 96Q: 3 clusters Score -6527895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6527906.000000 Penalty: 5285.790527
	Iteration 97Q: 3 clusters Score -6527906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6527906.000000 Penalty: 5285.790527
	Iteration 98Q: 3 clusters Score -6527906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6527911.500000 Penalty: 5285.790527
	Iteration 99Q: 3 clusters Score -6527912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6527913.500000 Penalty: 5285.790527
	Iteration 100F: 3 clusters Score -6527914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6527914.000000 Penalty: 5285.790527
	Iteration 101Q: 3 clusters Score -6527914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6527918.000000 Penalty: 5285.790527
	Iteration 102Q: 3 clusters Score -6527918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6527917.500000 Penalty: 5285.790527
	Iteration 103Q: 3 clusters Score -6527918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6527917.500000 Penalty: 5285.790527
	Iteration 104F: 3 clusters Score -6527918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -323230.250000 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -323230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -320393.031250 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -320393 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -321026.062500 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -321026.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -321283.468750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -321283.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -321441.812500 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -321441.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -321556.437500 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -321556.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -321656.281250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -321656.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321766.250000 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -321766.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321896.968750 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -321897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -322000.718750 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -322000.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -322099.968750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -322100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -322181.093750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -322181.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -322280.312500 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -322280.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -322353.406250 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -322353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -322397.093750 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -322397.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -322447.375000 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -322447.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -322474.812500 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -322474.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -322490.593750 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -322490.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -322497.968750 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -322498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -322503.812500 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -322503.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -322511.687500 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -322511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -322515.187500 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -322515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -322517.250000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -322517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -322517.875000 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -322517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -322519.656250 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -322519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -322520.562500 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -322520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322523.156250 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -322523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322526.593750 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -322526.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322526.593750 Penalty: 3839.153809
	Iteration 27F: 3 clusters Score -322526.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1745657.500000 Penalty: 2320.158936
	Iteration 0F: 2 clusters Score -1745658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1737003.500000 Penalty: 4640.317871
	Iteration 0F: 3 clusters Score -1737004 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1739607.875000 Penalty: 4640.317871
	Iteration 1F: 3 clusters Score -1739608 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1739948.750000 Penalty: 4640.317871
	Iteration 2F: 3 clusters Score -1739949 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1740248.125000 Penalty: 4640.317871
	Iteration 3F: 3 clusters Score -1740248 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1740532.625000 Penalty: 4640.317871
	Iteration 4Q: 3 clusters Score -1740533 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1740795.125000 Penalty: 4640.317871
	Iteration 5Q: 3 clusters Score -1740795 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1741073.875000 Penalty: 4640.317871
	Iteration 6Q: 3 clusters Score -1741074 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1741411.250000 Penalty: 4640.317871
	Iteration 7Q: 3 clusters Score -1741411 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1741731.750000 Penalty: 4640.317871
	Iteration 8Q: 3 clusters Score -1741732 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1742044.500000 Penalty: 4640.317871
	Iteration 9Q: 3 clusters Score -1742044 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1742370.000000 Penalty: 4640.317871
	Iteration 10Q: 3 clusters Score -1742370 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1742704.125000 Penalty: 4640.317871
	Iteration 11Q: 3 clusters Score -1742704 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1742954.500000 Penalty: 4640.317871
	Iteration 12Q: 3 clusters Score -1742954 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1743153.375000 Penalty: 4640.317871
	Iteration 13Q: 3 clusters Score -1743153 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1743302.250000 Penalty: 4640.317871
	Iteration 14Q: 3 clusters Score -1743302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1743404.875000 Penalty: 4640.317871
	Iteration 15Q: 3 clusters Score -1743405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1743479.250000 Penalty: 4640.317871
	Iteration 16Q: 3 clusters Score -1743479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1743522.625000 Penalty: 4640.317871
	Iteration 17Q: 3 clusters Score -1743523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1743561.875000 Penalty: 4640.317871
	Iteration 18Q: 3 clusters Score -1743562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1743595.625000 Penalty: 4640.317871
	Iteration 19Q: 3 clusters Score -1743596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1743623.625000 Penalty: 4640.317871
	Iteration 20F: 3 clusters Score -1743624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1743639.625000 Penalty: 4640.317871
	Iteration 21Q: 3 clusters Score -1743640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1743654.500000 Penalty: 4640.317871
	Iteration 22Q: 3 clusters Score -1743654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1743665.750000 Penalty: 4640.317871
	Iteration 23Q: 3 clusters Score -1743666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1743682.500000 Penalty: 4640.317871
	Iteration 24Q: 3 clusters Score -1743682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1743694.500000 Penalty: 4640.317871
	Iteration 25Q: 3 clusters Score -1743694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1743704.750000 Penalty: 4640.317871
	Iteration 26Q: 3 clusters Score -1743705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1743710.875000 Penalty: 4640.317871
	Iteration 27Q: 3 clusters Score -1743711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1743712.125000 Penalty: 4640.317871
	Iteration 28Q: 3 clusters Score -1743712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1743715.625000 Penalty: 4640.317871
	Iteration 29Q: 3 clusters Score -1743716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1743730.000000 Penalty: 4640.317871
	Iteration 30Q: 3 clusters Score -1743730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1743730.250000 Penalty: 4640.317871
	Iteration 31Q: 3 clusters Score -1743730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1743730.250000 Penalty: 4640.317871
	Iteration 32F: 3 clusters Score -1743730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -719156.437500 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -719156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -714675.562500 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -714675.6 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -715795.875000 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -715795.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -716154.562500 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -716154.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -716459.562500 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -716459.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -716788.187500 Penalty: 4214.102051
	Iteration 4F: 3 clusters Score -716788.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -717100.812500 Penalty: 4214.102051
	Iteration 5F: 3 clusters Score -717100.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -717419.562500 Penalty: 4214.102051
	Iteration 6F: 3 clusters Score -717419.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -717768.937500 Penalty: 4214.102051
	Iteration 7F: 3 clusters Score -717768.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -718082.562500 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -718082.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -718262.687500 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -718262.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -718342.562500 Penalty: 4214.102051
	Iteration 10Q: 3 clusters Score -718342.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -718388.937500 Penalty: 4214.102051
	Iteration 11Q: 3 clusters Score -718388.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -718417.375000 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -718417.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -718430.500000 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -718430.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -718439.812500 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -718439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -718444.875000 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -718444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -718448.625000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -718448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -718449.125000 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -718449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -718449.937500 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -718449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -718449.937500 Penalty: 4214.102051
	Iteration 19F: 3 clusters Score -718449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -779471.125000 Penalty: 2115.271240
	Iteration 0F: 2 clusters Score -779471.1 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 2536 members 
Entering Unmasked Estep 
Score: -774926.000000 Penalty: 4230.542480
	Iteration 0F: 3 clusters Score -774926 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -776037.375000 Penalty: 4230.542480
	Iteration 1F: 3 clusters Score -776037.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -776248.250000 Penalty: 4230.542480
	Iteration 2F: 3 clusters Score -776248.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -776351.250000 Penalty: 4230.542480
	Iteration 3Q: 3 clusters Score -776351.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -776421.000000 Penalty: 4230.542480
	Iteration 4Q: 3 clusters Score -776421 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -776504.000000 Penalty: 4230.542480
	Iteration 5Q: 3 clusters Score -776504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -776567.687500 Penalty: 4230.542480
	Iteration 6Q: 3 clusters Score -776567.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -776637.437500 Penalty: 4230.542480
	Iteration 7Q: 3 clusters Score -776637.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -776686.500000 Penalty: 4230.542480
	Iteration 8Q: 3 clusters Score -776686.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -776737.250000 Penalty: 4230.542480
	Iteration 9Q: 3 clusters Score -776737.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -776791.125000 Penalty: 4230.542480
	Iteration 10Q: 3 clusters Score -776791.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -776851.812500 Penalty: 4230.542480
	Iteration 11Q: 3 clusters Score -776851.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -776912.125000 Penalty: 4230.542480
	Iteration 12Q: 3 clusters Score -776912.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -776964.062500 Penalty: 4230.542480
	Iteration 13Q: 3 clusters Score -776964.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -777026.062500 Penalty: 4230.542480
	Iteration 14Q: 3 clusters Score -777026.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -777074.750000 Penalty: 4230.542480
	Iteration 15Q: 3 clusters Score -777074.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -777129.312500 Penalty: 4230.542480
	Iteration 16Q: 3 clusters Score -777129.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -777184.937500 Penalty: 4230.542480
	Iteration 17Q: 3 clusters Score -777184.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -777245.312500 Penalty: 4230.542480
	Iteration 18Q: 3 clusters Score -777245.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -777308.187500 Penalty: 4230.542480
	Iteration 19Q: 3 clusters Score -777308.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -777366.500000 Penalty: 4230.542480
	Iteration 20F: 3 clusters Score -777366.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -777424.000000 Penalty: 4230.542480
	Iteration 21Q: 3 clusters Score -777424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -777486.875000 Penalty: 4230.542480
	Iteration 22Q: 3 clusters Score -777486.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -777555.750000 Penalty: 4230.542480
	Iteration 23Q: 3 clusters Score -777555.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -777623.312500 Penalty: 4230.542480
	Iteration 24Q: 3 clusters Score -777623.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -777688.750000 Penalty: 4230.542480
	Iteration 25Q: 3 clusters Score -777688.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -777744.250000 Penalty: 4230.542480
	Iteration 26Q: 3 clusters Score -777744.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -777793.625000 Penalty: 4230.542480
	Iteration 27Q: 3 clusters Score -777793.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -777833.187500 Penalty: 4230.542480
	Iteration 28Q: 3 clusters Score -777833.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -777859.687500 Penalty: 4230.542480
	Iteration 29Q: 3 clusters Score -777859.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -777882.250000 Penalty: 4230.542480
	Iteration 30Q: 3 clusters Score -777882.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -777895.812500 Penalty: 4230.542480
	Iteration 31Q: 3 clusters Score -777895.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -777903.437500 Penalty: 4230.542480
	Iteration 32Q: 3 clusters Score -777903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -777909.625000 Penalty: 4230.542480
	Iteration 33Q: 3 clusters Score -777909.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -777915.625000 Penalty: 4230.542480
	Iteration 34Q: 3 clusters Score -777915.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -777922.750000 Penalty: 4230.542480
	Iteration 35Q: 3 clusters Score -777922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -777925.375000 Penalty: 4230.542480
	Iteration 36Q: 3 clusters Score -777925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -777930.000000 Penalty: 4230.542480
	Iteration 37Q: 3 clusters Score -777930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -777933.812500 Penalty: 4230.542480
	Iteration 38Q: 3 clusters Score -777933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -777934.937500 Penalty: 4230.542480
	Iteration 39Q: 3 clusters Score -777934.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -777937.062500 Penalty: 4230.542480
	Iteration 40F: 3 clusters Score -777937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -777937.250000 Penalty: 4230.542480
	Iteration 41Q: 3 clusters Score -777937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -777937.250000 Penalty: 4230.542480
	Iteration 42F: 3 clusters Score -777937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -367474.031250 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -367474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364598.031250 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -364598 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -365076.781250 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -365076.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -365218.968750 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -365219 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -365307.093750 Penalty: 3861.923828
	Iteration 3Q: 3 clusters Score -365307.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -365365.625000 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -365365.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -365399.875000 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -365399.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -365438.000000 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -365438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -365479.250000 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -365479.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -365527.250000 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -365527.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -365578.406250 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -365578.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -365636.531250 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -365636.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -365708.281250 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -365708.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -365806.031250 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -365806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -365927.562500 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -365927.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366052.125000 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -366052.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -366158.687500 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -366158.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -366233.875000 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -366233.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -366326.343750 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -366326.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366421.906250 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -366421.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366517.062500 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -366517.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -366594.687500 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -366594.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -366651.718750 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -366651.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -366703.062500 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -366703.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -366747.906250 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -366747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -366788.968750 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -366789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -366814.062500 Penalty: 3861.923828
	Iteration 25Q: 3 clusters Score -366814.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -366825.937500 Penalty: 3861.923828
	Iteration 26Q: 3 clusters Score -366825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -366839.781250 Penalty: 3861.923828
	Iteration 27Q: 3 clusters Score -366839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -366848.000000 Penalty: 3861.923828
	Iteration 28Q: 3 clusters Score -366848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366849.562500 Penalty: 3861.923828
	Iteration 29Q: 3 clusters Score -366849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -366850.250000 Penalty: 3861.923828
	Iteration 30Q: 3 clusters Score -366850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -366851.156250 Penalty: 3861.923828
	Iteration 31Q: 3 clusters Score -366851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -366851.156250 Penalty: 3861.923828
	Iteration 32F: 3 clusters Score -366851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -641772.312500 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -641772.3 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 2216 members 
Entering Unmasked Estep 
Score: -637578.875000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -637578.9 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -638620.000000 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -638620 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -638814.625000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -638814.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638908.187500 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -638908.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -638966.062500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -638966.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -639020.562500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -639020.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -639066.187500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -639066.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -639099.750000 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -639099.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -639133.187500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -639133.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -639162.875000 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -639162.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -639185.875000 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -639185.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -639210.312500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -639210.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -639231.562500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -639231.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -639253.375000 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -639253.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -639274.000000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -639274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -639285.937500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -639285.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -639299.187500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -639299.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -639311.125000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -639311.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -639323.187500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -639323.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -639332.937500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -639332.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -639339.937500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -639339.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -639349.375000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -639349.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -639358.062500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -639358.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -639365.125000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -639365.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -639373.562500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -639373.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -639385.500000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -639385.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -639397.687500 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -639397.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -639407.500000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -639407.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -639415.187500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -639415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -639421.687500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -639421.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -639427.937500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -639427.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -639432.500000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -639432.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -639438.000000 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -639438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -639444.312500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -639444.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -639448.437500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -639448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -639453.812500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -639453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -639462.625000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -639462.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -639471.750000 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -639471.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -639479.000000 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -639479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -639491.687500 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -639491.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -639502.062500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -639502.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -639512.625000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -639512.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -639523.687500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -639523.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -639533.812500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -639533.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -639548.937500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -639548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -639565.500000 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -639565.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -639587.500000 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -639587.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -639613.875000 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -639613.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -639639.250000 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -639639.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -639688.437500 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -639688.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -639753.875000 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -639753.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -639843.125000 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -639843.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -639945.312500 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -639945.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -640050.812500 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -640050.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -640153.000000 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -640153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -640234.000000 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -640234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -640291.625000 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -640291.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -640347.500000 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -640347.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -640387.812500 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -640387.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -640428.750000 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -640428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -640445.625000 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -640445.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -640458.562500 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -640458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -640462.125000 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -640462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -640468.812500 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -640468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -640474.562500 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -640474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -640477.125000 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -640477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -640480.625000 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -640480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -640486.062500 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -640486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -640486.062500 Penalty: 4164.156738
	Iteration 68F: 3 clusters Score -640486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93567.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -93567.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92068.140625 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -92068.14 nChanged 232
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: -92999.359375 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -92999.36 nChanged 138
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: -93594.578125 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -93594.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -93884.406250 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -93884.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -93987.617188 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -93987.62 nChanged 10
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: -94050.953125 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -94050.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -94163.335938 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -94163.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -94284.265625 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -94284.27 nChanged 8
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: -94378.140625 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -94378.14 nChanged 2
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: -94386.023438 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -94386.02 nChanged 1
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: -94393.132812 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -94393.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -94397.132812 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -94397.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -94397.132812 Penalty: 3333.229248
	Iteration 12F: 3 clusters Score -94397.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116075 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 91439 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102021 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166624.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104167400.000000 to -104166624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (91439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Entering Unmasked Estep 
Score: -14104297.000000 Penalty: 2833.010010
	Iteration 0F: 2 clusters Score -1.41043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -14043531.000000 Penalty: 5666.020020
	Iteration 0F: 3 clusters Score -1.404353e+07 nChanged 42953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -14068387.000000 Penalty: 5666.020020
	Iteration 1F: 3 clusters Score -1.406839e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -14069702.000000 Penalty: 5666.020020
	Iteration 2Q: 3 clusters Score -1.40697e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -14071055.000000 Penalty: 5666.020020
	Iteration 3Q: 3 clusters Score -1.407106e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -14072504.000000 Penalty: 5666.020020
	Iteration 4Q: 3 clusters Score -1.40725e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -14074147.000000 Penalty: 5666.020020
	Iteration 5Q: 3 clusters Score -1.407415e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -14076000.000000 Penalty: 5666.020020
	Iteration 6Q: 3 clusters Score -1.4076e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -14077912.000000 Penalty: 5666.020020
	Iteration 7Q: 3 clusters Score -1.407791e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -14079944.000000 Penalty: 5666.020020
	Iteration 8Q: 3 clusters Score -1.407994e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -14082313.000000 Penalty: 5666.020020
	Iteration 9Q: 3 clusters Score -1.408231e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -14084504.000000 Penalty: 5666.020020
	Iteration 10Q: 3 clusters Score -1.40845e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -14086333.000000 Penalty: 5666.020020
	Iteration 11Q: 3 clusters Score -1.408633e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -14087680.000000 Penalty: 5666.020020
	Iteration 12Q: 3 clusters Score -1.408768e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -14088583.000000 Penalty: 5666.020020
	Iteration 13Q: 3 clusters Score -1.408858e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -14089178.000000 Penalty: 5666.020020
	Iteration 14Q: 3 clusters Score -1.408918e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -14089476.000000 Penalty: 5666.020020
	Iteration 15Q: 3 clusters Score -1.408948e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -14089682.000000 Penalty: 5666.020020
	Iteration 16Q: 3 clusters Score -1.408968e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -14089808.000000 Penalty: 5666.020020
	Iteration 17Q: 3 clusters Score -1.408981e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -14089951.000000 Penalty: 5666.020020
	Iteration 18Q: 3 clusters Score -1.408995e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -14090084.000000 Penalty: 5666.020020
	Iteration 19Q: 3 clusters Score -1.409008e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -14090255.000000 Penalty: 5666.020020
	Iteration 20F: 3 clusters Score -1.409026e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -14090393.000000 Penalty: 5666.020020
	Iteration 21Q: 3 clusters Score -1.409039e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -14090504.000000 Penalty: 5666.020020
	Iteration 22Q: 3 clusters Score -1.40905e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -14090729.000000 Penalty: 5666.020020
	Iteration 23Q: 3 clusters Score -1.409073e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -14090804.000000 Penalty: 5666.020020
	Iteration 24Q: 3 clusters Score -1.40908e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -14091068.000000 Penalty: 5666.020020
	Iteration 25Q: 3 clusters Score -1.409107e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -14091266.000000 Penalty: 5666.020020
	Iteration 26Q: 3 clusters Score -1.409127e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -14091557.000000 Penalty: 5666.020020
	Iteration 27Q: 3 clusters Score -1.409156e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -14091832.000000 Penalty: 5666.020020
	Iteration 28Q: 3 clusters Score -1.409183e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -14092202.000000 Penalty: 5666.020020
	Iteration 29Q: 3 clusters Score -1.40922e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -14092635.000000 Penalty: 5666.020020
	Iteration 30Q: 3 clusters Score -1.409264e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -14093055.000000 Penalty: 5666.020020
	Iteration 31Q: 3 clusters Score -1.409306e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -14093516.000000 Penalty: 5666.020020
	Iteration 32Q: 3 clusters Score -1.409352e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -14093943.000000 Penalty: 5666.020020
	Iteration 33Q: 3 clusters Score -1.409394e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -14094499.000000 Penalty: 5666.020020
	Iteration 34Q: 3 clusters Score -1.40945e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -14095176.000000 Penalty: 5666.020020
	Iteration 35Q: 3 clusters Score -1.409518e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -14095940.000000 Penalty: 5666.020020
	Iteration 36Q: 3 clusters Score -1.409594e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -14096737.000000 Penalty: 5666.020020
	Iteration 37Q: 3 clusters Score -1.409674e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -14097491.000000 Penalty: 5666.020020
	Iteration 38Q: 3 clusters Score -1.409749e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -14098197.000000 Penalty: 5666.020020
	Iteration 39Q: 3 clusters Score -1.40982e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -14098946.000000 Penalty: 5666.020020
	Iteration 40F: 3 clusters Score -1.409895e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -14099581.000000 Penalty: 5666.020020
	Iteration 41Q: 3 clusters Score -1.409958e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -14100112.000000 Penalty: 5666.020020
	Iteration 42Q: 3 clusters Score -1.410011e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -14100549.000000 Penalty: 5666.020020
	Iteration 43Q: 3 clusters Score -1.410055e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -14100890.000000 Penalty: 5666.020020
	Iteration 44Q: 3 clusters Score -1.410089e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -14101207.000000 Penalty: 5666.020020
	Iteration 45Q: 3 clusters Score -1.410121e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14101367.000000 Penalty: 5666.020020
	Iteration 46Q: 3 clusters Score -1.410137e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -14101500.000000 Penalty: 5666.020020
	Iteration 47Q: 3 clusters Score -1.41015e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -14101631.000000 Penalty: 5666.020020
	Iteration 48Q: 3 clusters Score -1.410163e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14101679.000000 Penalty: 5666.020020
	Iteration 49Q: 3 clusters Score -1.410168e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14101778.000000 Penalty: 5666.020020
	Iteration 50Q: 3 clusters Score -1.410178e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -14101844.000000 Penalty: 5666.020020
	Iteration 51Q: 3 clusters Score -1.410184e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -14101911.000000 Penalty: 5666.020020
	Iteration 52Q: 3 clusters Score -1.410191e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -14101962.000000 Penalty: 5666.020020
	Iteration 53Q: 3 clusters Score -1.410196e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14102024.000000 Penalty: 5666.020020
	Iteration 54Q: 3 clusters Score -1.410202e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -14102038.000000 Penalty: 5666.020020
	Iteration 55Q: 3 clusters Score -1.410204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14102066.000000 Penalty: 5666.020020
	Iteration 56Q: 3 clusters Score -1.410207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14102102.000000 Penalty: 5666.020020
	Iteration 57Q: 3 clusters Score -1.41021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14102082.000000 Penalty: 5666.020020
	Iteration 58Q: 3 clusters Score -1.410208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -14102096.000000 Penalty: 5666.020020
	Iteration 59Q: 3 clusters Score -1.41021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -14102098.000000 Penalty: 5666.020020
	Iteration 60F: 3 clusters Score -1.41021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -14102118.000000 Penalty: 5666.020020
	Iteration 61Q: 3 clusters Score -1.410212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -14102107.000000 Penalty: 5666.020020
	Iteration 62Q: 3 clusters Score -1.410211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14102118.000000 Penalty: 5666.020020
	Iteration 63Q: 3 clusters Score -1.410212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14102113.000000 Penalty: 5666.020020
	Iteration 64Q: 3 clusters Score -1.410211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -14102107.000000 Penalty: 5666.020020
	Iteration 65Q: 3 clusters Score -1.410211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -14102122.000000 Penalty: 5666.020020
	Iteration 66Q: 3 clusters Score -1.410212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14102132.000000 Penalty: 5666.020020
	Iteration 67Q: 3 clusters Score -1.410213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14102160.000000 Penalty: 5666.020020
	Iteration 68Q: 3 clusters Score -1.410216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89998 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14102144.000000 Penalty: 5666.020020
	Iteration 69Q: 3 clusters Score -1.410214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14102146.000000 Penalty: 5666.020020
	Iteration 70Q: 3 clusters Score -1.410215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -14102146.000000 Penalty: 5666.020020
	Iteration 71Q: 3 clusters Score -1.410215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90045 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -14102153.000000 Penalty: 5666.020020
	Iteration 72Q: 3 clusters Score -1.410215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14102172.000000 Penalty: 5666.020020
	Iteration 73Q: 3 clusters Score -1.410217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14102185.000000 Penalty: 5666.020020
	Iteration 74Q: 3 clusters Score -1.410218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -14102189.000000 Penalty: 5666.020020
	Iteration 75Q: 3 clusters Score -1.410219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14102192.000000 Penalty: 5666.020020
	Iteration 76Q: 3 clusters Score -1.410219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14102198.000000 Penalty: 5666.020020
	Iteration 77Q: 3 clusters Score -1.41022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14102192.000000 Penalty: 5666.020020
	Iteration 78Q: 3 clusters Score -1.410219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14102210.000000 Penalty: 5666.020020
	Iteration 79Q: 3 clusters Score -1.410221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -14102194.000000 Penalty: 5666.020020
	Iteration 80F: 3 clusters Score -1.410219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -2264765.750000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -2264766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2253899.500000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -2253900 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2257509.750000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -2257510 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2258116.250000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -2258116 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2258712.000000 Penalty: 4766.787109
	Iteration 3F: 3 clusters Score -2258712 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2259336.000000 Penalty: 4766.787109
	Iteration 4F: 3 clusters Score -2259336 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2260102.250000 Penalty: 4766.787109
	Iteration 5F: 3 clusters Score -2260102 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2261044.500000 Penalty: 4766.787109
	Iteration 6F: 3 clusters Score -2261044 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2262065.750000 Penalty: 4766.787109
	Iteration 7F: 3 clusters Score -2262066 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2262870.750000 Penalty: 4766.787109
	Iteration 8F: 3 clusters Score -2262871 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2263388.250000 Penalty: 4766.787109
	Iteration 9Q: 3 clusters Score -2263388 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2263663.750000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -2263664 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2263788.000000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -2263788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2263830.500000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -2263830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2263864.500000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -2263864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2263879.750000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -2263880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2263895.000000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -2263895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2263901.500000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -2263902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2263908.750000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -2263909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2263914.000000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -2263914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2263918.250000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -2263918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2263922.250000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -2263922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2263924.250000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -2263924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2263928.750000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -2263929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2263935.500000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -2263936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2263939.250000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -2263939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2263941.000000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -2263941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2263939.250000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -2263939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2263940.000000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -2263940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2263945.500000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -2263946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2263947.000000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -2263947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2263951.750000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -2263952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2263955.250000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -2263955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2263957.000000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -2263957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2263959.500000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -2263960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2263960.250000 Penalty: 4766.787109
	Iteration 34Q: 3 clusters Score -2263960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2263962.750000 Penalty: 4766.787109
	Iteration 35Q: 3 clusters Score -2263963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2263975.250000 Penalty: 4766.787109
	Iteration 36Q: 3 clusters Score -2263975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2263976.750000 Penalty: 4766.787109
	Iteration 37Q: 3 clusters Score -2263977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2263977.750000 Penalty: 4766.787109
	Iteration 38Q: 3 clusters Score -2263978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2263978.000000 Penalty: 4766.787109
	Iteration 39Q: 3 clusters Score -2263978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2263982.000000 Penalty: 4766.787109
	Iteration 40F: 3 clusters Score -2263982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2263983.250000 Penalty: 4766.787109
	Iteration 41Q: 3 clusters Score -2263983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2263980.500000 Penalty: 4766.787109
	Iteration 42Q: 3 clusters Score -2263980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2263983.250000 Penalty: 4766.787109
	Iteration 43Q: 3 clusters Score -2263983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2263987.000000 Penalty: 4766.787109
	Iteration 44Q: 3 clusters Score -2263987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2263984.000000 Penalty: 4766.787109
	Iteration 45Q: 3 clusters Score -2263984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2263985.750000 Penalty: 4766.787109
	Iteration 46Q: 3 clusters Score -2263986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2263987.000000 Penalty: 4766.787109
	Iteration 47Q: 3 clusters Score -2263987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2263987.000000 Penalty: 4766.787109
	Iteration 48F: 3 clusters Score -2263987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Entering Unmasked Estep 
Score: -3213890.500000 Penalty: 2482.715820
	Iteration 0F: 2 clusters Score -3213890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3198316.000000 Penalty: 4965.431641
	Iteration 0F: 3 clusters Score -3198316 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3203695.750000 Penalty: 4965.431641
	Iteration 1F: 3 clusters Score -3203696 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -3204175.250000 Penalty: 4965.431641
	Iteration 2F: 3 clusters Score -3204175 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3204611.500000 Penalty: 4965.431641
	Iteration 3Q: 3 clusters Score -3204612 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3205117.000000 Penalty: 4965.431641
	Iteration 4Q: 3 clusters Score -3205117 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3205649.750000 Penalty: 4965.431641
	Iteration 5Q: 3 clusters Score -3205650 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3206228.000000 Penalty: 4965.431641
	Iteration 6Q: 3 clusters Score -3206228 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3206777.500000 Penalty: 4965.431641
	Iteration 7Q: 3 clusters Score -3206778 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3207308.750000 Penalty: 4965.431641
	Iteration 8Q: 3 clusters Score -3207309 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3207809.500000 Penalty: 4965.431641
	Iteration 9Q: 3 clusters Score -3207810 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3208243.500000 Penalty: 4965.431641
	Iteration 10Q: 3 clusters Score -3208244 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3208600.750000 Penalty: 4965.431641
	Iteration 11Q: 3 clusters Score -3208601 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3208851.250000 Penalty: 4965.431641
	Iteration 12Q: 3 clusters Score -3208851 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3209092.500000 Penalty: 4965.431641
	Iteration 13Q: 3 clusters Score -3209092 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3209287.000000 Penalty: 4965.431641
	Iteration 14Q: 3 clusters Score -3209287 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3209467.250000 Penalty: 4965.431641
	Iteration 15Q: 3 clusters Score -3209467 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3209661.000000 Penalty: 4965.431641
	Iteration 16Q: 3 clusters Score -3209661 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3209857.000000 Penalty: 4965.431641
	Iteration 17Q: 3 clusters Score -3209857 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3210066.250000 Penalty: 4965.431641
	Iteration 18Q: 3 clusters Score -3210066 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3210231.000000 Penalty: 4965.431641
	Iteration 19Q: 3 clusters Score -3210231 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3210394.500000 Penalty: 4965.431641
	Iteration 20F: 3 clusters Score -3210394 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3210510.250000 Penalty: 4965.431641
	Iteration 21Q: 3 clusters Score -3210510 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3210639.750000 Penalty: 4965.431641
	Iteration 22Q: 3 clusters Score -3210640 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3210728.750000 Penalty: 4965.431641
	Iteration 23Q: 3 clusters Score -3210729 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3210813.500000 Penalty: 4965.431641
	Iteration 24Q: 3 clusters Score -3210814 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3210887.500000 Penalty: 4965.431641
	Iteration 25Q: 3 clusters Score -3210888 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3210974.250000 Penalty: 4965.431641
	Iteration 26Q: 3 clusters Score -3210974 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3211059.250000 Penalty: 4965.431641
	Iteration 27Q: 3 clusters Score -3211059 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3211139.750000 Penalty: 4965.431641
	Iteration 28Q: 3 clusters Score -3211140 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3211250.250000 Penalty: 4965.431641
	Iteration 29Q: 3 clusters Score -3211250 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3211366.000000 Penalty: 4965.431641
	Iteration 30Q: 3 clusters Score -3211366 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3211455.500000 Penalty: 4965.431641
	Iteration 31Q: 3 clusters Score -3211456 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3211567.500000 Penalty: 4965.431641
	Iteration 32Q: 3 clusters Score -3211568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3211677.750000 Penalty: 4965.431641
	Iteration 33Q: 3 clusters Score -3211678 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3211742.250000 Penalty: 4965.431641
	Iteration 34Q: 3 clusters Score -3211742 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3211817.500000 Penalty: 4965.431641
	Iteration 35Q: 3 clusters Score -3211818 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3211892.250000 Penalty: 4965.431641
	Iteration 36Q: 3 clusters Score -3211892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3211982.250000 Penalty: 4965.431641
	Iteration 37Q: 3 clusters Score -3211982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3212046.250000 Penalty: 4965.431641
	Iteration 38Q: 3 clusters Score -3212046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3212133.000000 Penalty: 4965.431641
	Iteration 39Q: 3 clusters Score -3212133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3212204.250000 Penalty: 4965.431641
	Iteration 40F: 3 clusters Score -3212204 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3212263.250000 Penalty: 4965.431641
	Iteration 41Q: 3 clusters Score -3212263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3212347.500000 Penalty: 4965.431641
	Iteration 42Q: 3 clusters Score -3212348 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3212413.500000 Penalty: 4965.431641
	Iteration 43Q: 3 clusters Score -3212414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3212475.750000 Penalty: 4965.431641
	Iteration 44Q: 3 clusters Score -3212476 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3212530.750000 Penalty: 4965.431641
	Iteration 45Q: 3 clusters Score -3212531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3212568.250000 Penalty: 4965.431641
	Iteration 46Q: 3 clusters Score -3212568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3212599.000000 Penalty: 4965.431641
	Iteration 47Q: 3 clusters Score -3212599 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3212614.500000 Penalty: 4965.431641
	Iteration 48Q: 3 clusters Score -3212614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3212630.500000 Penalty: 4965.431641
	Iteration 49Q: 3 clusters Score -3212630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3212635.500000 Penalty: 4965.431641
	Iteration 50Q: 3 clusters Score -3212636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3212647.000000 Penalty: 4965.431641
	Iteration 51Q: 3 clusters Score -3212647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3212652.250000 Penalty: 4965.431641
	Iteration 52Q: 3 clusters Score -3212652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3212674.000000 Penalty: 4965.431641
	Iteration 53Q: 3 clusters Score -3212674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3212680.000000 Penalty: 4965.431641
	Iteration 54Q: 3 clusters Score -3212680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3212693.750000 Penalty: 4965.431641
	Iteration 55Q: 3 clusters Score -3212694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3212711.000000 Penalty: 4965.431641
	Iteration 56Q: 3 clusters Score -3212711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3212710.750000 Penalty: 4965.431641
	Iteration 57Q: 3 clusters Score -3212711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3212725.250000 Penalty: 4965.431641
	Iteration 58Q: 3 clusters Score -3212725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3212746.250000 Penalty: 4965.431641
	Iteration 59Q: 3 clusters Score -3212746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3212739.750000 Penalty: 4965.431641
	Iteration 60F: 3 clusters Score -3212740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3212752.250000 Penalty: 4965.431641
	Iteration 61Q: 3 clusters Score -3212752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3212773.750000 Penalty: 4965.431641
	Iteration 62Q: 3 clusters Score -3212774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3212785.750000 Penalty: 4965.431641
	Iteration 63Q: 3 clusters Score -3212786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3212796.500000 Penalty: 4965.431641
	Iteration 64Q: 3 clusters Score -3212796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3212806.000000 Penalty: 4965.431641
	Iteration 65Q: 3 clusters Score -3212806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3212808.500000 Penalty: 4965.431641
	Iteration 66Q: 3 clusters Score -3212808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3212809.000000 Penalty: 4965.431641
	Iteration 67Q: 3 clusters Score -3212809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3212814.750000 Penalty: 4965.431641
	Iteration 68Q: 3 clusters Score -3212815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3212812.500000 Penalty: 4965.431641
	Iteration 69Q: 3 clusters Score -3212812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3212812.500000 Penalty: 4965.431641
	Iteration 70Q: 3 clusters Score -3212812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3212812.500000 Penalty: 4965.431641
	Iteration 71F: 3 clusters Score -3212812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -780901.625000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -780901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -776297.687500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -776297.7 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -777414.062500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -777414.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -777617.687500 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -777617.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -777760.750000 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -777760.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -777865.500000 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -777865.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -777937.687500 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -777937.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -778004.687500 Penalty: 4247.498047
	Iteration 6Q: 3 clusters Score -778004.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -778080.312500 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -778080.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -778150.875000 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -778150.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -778230.000000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -778230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -778311.187500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -778311.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -778383.000000 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -778383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -778452.937500 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -778452.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -778552.750000 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -778552.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -778634.062500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -778634.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -778725.375000 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -778725.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -778839.187500 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -778839.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -778984.125000 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -778984.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -779127.687500 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -779127.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -779292.000000 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -779292 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -779491.250000 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -779491.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -779674.125000 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -779674.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -779838.187500 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -779838.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -779972.125000 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -779972.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -780033.187500 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -780033.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -780054.500000 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -780054.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -780062.062500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -780062.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -780072.812500 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -780072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -780077.750000 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -780077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -780077.937500 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -780077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -780078.375000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -780078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -780079.062500 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -780079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -780079.062500 Penalty: 4247.498047
	Iteration 32F: 3 clusters Score -780079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Entering Unmasked Estep 
Score: -2361285.750000 Penalty: 2395.271729
	Iteration 0F: 2 clusters Score -2361286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2350024.500000 Penalty: 4790.543457
	Iteration 0F: 3 clusters Score -2350024 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2353880.000000 Penalty: 4790.543457
	Iteration 1F: 3 clusters Score -2353880 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2354596.000000 Penalty: 4790.543457
	Iteration 2F: 3 clusters Score -2354596 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2355530.000000 Penalty: 4790.543457
	Iteration 3F: 3 clusters Score -2355530 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2356525.750000 Penalty: 4790.543457
	Iteration 4F: 3 clusters Score -2356526 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2357484.750000 Penalty: 4790.543457
	Iteration 5F: 3 clusters Score -2357485 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2358334.750000 Penalty: 4790.543457
	Iteration 6F: 3 clusters Score -2358335 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2359080.250000 Penalty: 4790.543457
	Iteration 7F: 3 clusters Score -2359080 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2359668.000000 Penalty: 4790.543457
	Iteration 8Q: 3 clusters Score -2359668 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2360163.750000 Penalty: 4790.543457
	Iteration 9Q: 3 clusters Score -2360164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2360493.250000 Penalty: 4790.543457
	Iteration 10Q: 3 clusters Score -2360493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2360703.750000 Penalty: 4790.543457
	Iteration 11Q: 3 clusters Score -2360704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2360799.000000 Penalty: 4790.543457
	Iteration 12Q: 3 clusters Score -2360799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2360852.000000 Penalty: 4790.543457
	Iteration 13Q: 3 clusters Score -2360852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2360885.750000 Penalty: 4790.543457
	Iteration 14Q: 3 clusters Score -2360886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2360905.000000 Penalty: 4790.543457
	Iteration 15Q: 3 clusters Score -2360905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2360919.500000 Penalty: 4790.543457
	Iteration 16Q: 3 clusters Score -2360920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2360929.750000 Penalty: 4790.543457
	Iteration 17Q: 3 clusters Score -2360930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2360945.250000 Penalty: 4790.543457
	Iteration 18Q: 3 clusters Score -2360945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2360956.000000 Penalty: 4790.543457
	Iteration 19Q: 3 clusters Score -2360956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2360957.500000 Penalty: 4790.543457
	Iteration 20F: 3 clusters Score -2360958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2360956.250000 Penalty: 4790.543457
	Iteration 21Q: 3 clusters Score -2360956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2360959.000000 Penalty: 4790.543457
	Iteration 22Q: 3 clusters Score -2360959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2360962.250000 Penalty: 4790.543457
	Iteration 23Q: 3 clusters Score -2360962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2360960.000000 Penalty: 4790.543457
	Iteration 24Q: 3 clusters Score -2360960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2360962.250000 Penalty: 4790.543457
	Iteration 25Q: 3 clusters Score -2360962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2360964.750000 Penalty: 4790.543457
	Iteration 26Q: 3 clusters Score -2360965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2360964.250000 Penalty: 4790.543457
	Iteration 27Q: 3 clusters Score -2360964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2360965.250000 Penalty: 4790.543457
	Iteration 28Q: 3 clusters Score -2360965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2360965.250000 Penalty: 4790.543457
	Iteration 29F: 3 clusters Score -2360965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Entering Unmasked Estep 
Score: -2711866.500000 Penalty: 2426.005371
	Iteration 0F: 2 clusters Score -2711866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2699269.250000 Penalty: 4852.010742
	Iteration 0F: 3 clusters Score -2699269 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2703397.500000 Penalty: 4852.010742
	Iteration 1F: 3 clusters Score -2703398 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2703809.000000 Penalty: 4852.010742
	Iteration 2F: 3 clusters Score -2703809 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2704150.000000 Penalty: 4852.010742
	Iteration 3Q: 3 clusters Score -2704150 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2704466.250000 Penalty: 4852.010742
	Iteration 4Q: 3 clusters Score -2704466 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2704759.250000 Penalty: 4852.010742
	Iteration 5Q: 3 clusters Score -2704759 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2705004.750000 Penalty: 4852.010742
	Iteration 6Q: 3 clusters Score -2705005 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2705239.500000 Penalty: 4852.010742
	Iteration 7Q: 3 clusters Score -2705240 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2705487.250000 Penalty: 4852.010742
	Iteration 8Q: 3 clusters Score -2705487 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2705702.250000 Penalty: 4852.010742
	Iteration 9Q: 3 clusters Score -2705702 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2705939.500000 Penalty: 4852.010742
	Iteration 10Q: 3 clusters Score -2705940 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2706128.000000 Penalty: 4852.010742
	Iteration 11Q: 3 clusters Score -2706128 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2706280.750000 Penalty: 4852.010742
	Iteration 12Q: 3 clusters Score -2706281 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2706422.000000 Penalty: 4852.010742
	Iteration 13Q: 3 clusters Score -2706422 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2706533.500000 Penalty: 4852.010742
	Iteration 14Q: 3 clusters Score -2706534 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2706639.000000 Penalty: 4852.010742
	Iteration 15Q: 3 clusters Score -2706639 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2706706.500000 Penalty: 4852.010742
	Iteration 16Q: 3 clusters Score -2706706 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2706759.500000 Penalty: 4852.010742
	Iteration 17Q: 3 clusters Score -2706760 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2706792.250000 Penalty: 4852.010742
	Iteration 18Q: 3 clusters Score -2706792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2706824.250000 Penalty: 4852.010742
	Iteration 19Q: 3 clusters Score -2706824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2706854.750000 Penalty: 4852.010742
	Iteration 20F: 3 clusters Score -2706855 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2706864.250000 Penalty: 4852.010742
	Iteration 21Q: 3 clusters Score -2706864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2706889.000000 Penalty: 4852.010742
	Iteration 22Q: 3 clusters Score -2706889 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2706903.750000 Penalty: 4852.010742
	Iteration 23Q: 3 clusters Score -2706904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2706919.750000 Penalty: 4852.010742
	Iteration 24Q: 3 clusters Score -2706920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2706925.750000 Penalty: 4852.010742
	Iteration 25Q: 3 clusters Score -2706926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2706950.250000 Penalty: 4852.010742
	Iteration 26Q: 3 clusters Score -2706950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2706974.500000 Penalty: 4852.010742
	Iteration 27Q: 3 clusters Score -2706974 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2706989.000000 Penalty: 4852.010742
	Iteration 28Q: 3 clusters Score -2706989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2707014.750000 Penalty: 4852.010742
	Iteration 29Q: 3 clusters Score -2707015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2707039.000000 Penalty: 4852.010742
	Iteration 30Q: 3 clusters Score -2707039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2707073.000000 Penalty: 4852.010742
	Iteration 31Q: 3 clusters Score -2707073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2707107.750000 Penalty: 4852.010742
	Iteration 32Q: 3 clusters Score -2707108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2707143.750000 Penalty: 4852.010742
	Iteration 33Q: 3 clusters Score -2707144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2707185.250000 Penalty: 4852.010742
	Iteration 34Q: 3 clusters Score -2707185 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2707240.000000 Penalty: 4852.010742
	Iteration 35Q: 3 clusters Score -2707240 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2707285.000000 Penalty: 4852.010742
	Iteration 36Q: 3 clusters Score -2707285 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2707356.500000 Penalty: 4852.010742
	Iteration 37Q: 3 clusters Score -2707356 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2707432.000000 Penalty: 4852.010742
	Iteration 38Q: 3 clusters Score -2707432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2707526.000000 Penalty: 4852.010742
	Iteration 39Q: 3 clusters Score -2707526 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2707658.000000 Penalty: 4852.010742
	Iteration 40F: 3 clusters Score -2707658 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2707829.500000 Penalty: 4852.010742
	Iteration 41Q: 3 clusters Score -2707830 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2708030.250000 Penalty: 4852.010742
	Iteration 42Q: 3 clusters Score -2708030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2708247.750000 Penalty: 4852.010742
	Iteration 43Q: 3 clusters Score -2708248 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2708473.750000 Penalty: 4852.010742
	Iteration 44Q: 3 clusters Score -2708474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2708741.250000 Penalty: 4852.010742
	Iteration 45Q: 3 clusters Score -2708741 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2708980.750000 Penalty: 4852.010742
	Iteration 46Q: 3 clusters Score -2708981 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2709154.000000 Penalty: 4852.010742
	Iteration 47Q: 3 clusters Score -2709154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2709312.000000 Penalty: 4852.010742
	Iteration 48Q: 3 clusters Score -2709312 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2709437.500000 Penalty: 4852.010742
	Iteration 49Q: 3 clusters Score -2709438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2709525.000000 Penalty: 4852.010742
	Iteration 50Q: 3 clusters Score -2709525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2709599.250000 Penalty: 4852.010742
	Iteration 51Q: 3 clusters Score -2709599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2709651.250000 Penalty: 4852.010742
	Iteration 52Q: 3 clusters Score -2709651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2709698.250000 Penalty: 4852.010742
	Iteration 53Q: 3 clusters Score -2709698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2709728.750000 Penalty: 4852.010742
	Iteration 54Q: 3 clusters Score -2709729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2709760.750000 Penalty: 4852.010742
	Iteration 55Q: 3 clusters Score -2709761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2709773.250000 Penalty: 4852.010742
	Iteration 56Q: 3 clusters Score -2709773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2709786.750000 Penalty: 4852.010742
	Iteration 57Q: 3 clusters Score -2709787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2709798.250000 Penalty: 4852.010742
	Iteration 58Q: 3 clusters Score -2709798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2709805.000000 Penalty: 4852.010742
	Iteration 59Q: 3 clusters Score -2709805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2709808.250000 Penalty: 4852.010742
	Iteration 60F: 3 clusters Score -2709808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2709810.000000 Penalty: 4852.010742
	Iteration 61Q: 3 clusters Score -2709810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2709813.500000 Penalty: 4852.010742
	Iteration 62Q: 3 clusters Score -2709814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2709814.250000 Penalty: 4852.010742
	Iteration 63Q: 3 clusters Score -2709814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2709818.000000 Penalty: 4852.010742
	Iteration 64Q: 3 clusters Score -2709818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2709823.000000 Penalty: 4852.010742
	Iteration 65Q: 3 clusters Score -2709823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2709823.000000 Penalty: 4852.010742
	Iteration 66F: 3 clusters Score -2709823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Entering Unmasked Estep 
Score: -10916898.000000 Penalty: 2768.691162
	Iteration 0F: 2 clusters Score -1.09169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -10869527.000000 Penalty: 5537.382324
	Iteration 0F: 3 clusters Score -1.086953e+07 nChanged 33100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -10888577.000000 Penalty: 5537.382324
	Iteration 1F: 3 clusters Score -1.088858e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -10889342.000000 Penalty: 5537.382324
	Iteration 2Q: 3 clusters Score -1.088934e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -10890205.000000 Penalty: 5537.382324
	Iteration 3Q: 3 clusters Score -1.08902e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -10891255.000000 Penalty: 5537.382324
	Iteration 4Q: 3 clusters Score -1.089126e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -10892590.000000 Penalty: 5537.382324
	Iteration 5Q: 3 clusters Score -1.089259e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -10894428.000000 Penalty: 5537.382324
	Iteration 6Q: 3 clusters Score -1.089443e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -10897186.000000 Penalty: 5537.382324
	Iteration 7F: 3 clusters Score -1.089719e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -10900728.000000 Penalty: 5537.382324
	Iteration 8F: 3 clusters Score -1.090073e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -10904591.000000 Penalty: 5537.382324
	Iteration 9F: 3 clusters Score -1.090459e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -10907675.000000 Penalty: 5537.382324
	Iteration 10F: 3 clusters Score -1.090768e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -10909628.000000 Penalty: 5537.382324
	Iteration 11Q: 3 clusters Score -1.090963e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -10910935.000000 Penalty: 5537.382324
	Iteration 12Q: 3 clusters Score -1.091094e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -10911924.000000 Penalty: 5537.382324
	Iteration 13Q: 3 clusters Score -1.091192e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -10912655.000000 Penalty: 5537.382324
	Iteration 14Q: 3 clusters Score -1.091266e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -10913184.000000 Penalty: 5537.382324
	Iteration 15Q: 3 clusters Score -1.091318e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -10913582.000000 Penalty: 5537.382324
	Iteration 16Q: 3 clusters Score -1.091358e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -10913883.000000 Penalty: 5537.382324
	Iteration 17Q: 3 clusters Score -1.091388e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 64065 members 
Entering Unmasked Estep 
Score: -10914101.000000 Penalty: 5537.382324
	Iteration 18Q: 3 clusters Score -1.09141e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -10914202.000000 Penalty: 5537.382324
	Iteration 19Q: 3 clusters Score -1.09142e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -10914369.000000 Penalty: 5537.382324
	Iteration 20F: 3 clusters Score -1.091437e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -10914434.000000 Penalty: 5537.382324
	Iteration 21Q: 3 clusters Score -1.091443e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -10914509.000000 Penalty: 5537.382324
	Iteration 22Q: 3 clusters Score -1.091451e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -10914582.000000 Penalty: 5537.382324
	Iteration 23Q: 3 clusters Score -1.091458e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -10914627.000000 Penalty: 5537.382324
	Iteration 24Q: 3 clusters Score -1.091463e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -10914672.000000 Penalty: 5537.382324
	Iteration 25Q: 3 clusters Score -1.091467e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -10914723.000000 Penalty: 5537.382324
	Iteration 26Q: 3 clusters Score -1.091472e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -10914753.000000 Penalty: 5537.382324
	Iteration 27Q: 3 clusters Score -1.091475e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -10914772.000000 Penalty: 5537.382324
	Iteration 28Q: 3 clusters Score -1.091477e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -10914779.000000 Penalty: 5537.382324
	Iteration 29Q: 3 clusters Score -1.091478e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -10914776.000000 Penalty: 5537.382324
	Iteration 30Q: 3 clusters Score -1.091478e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -10914783.000000 Penalty: 5537.382324
	Iteration 31Q: 3 clusters Score -1.091478e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -10914803.000000 Penalty: 5537.382324
	Iteration 32Q: 3 clusters Score -1.09148e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -10914810.000000 Penalty: 5537.382324
	Iteration 33Q: 3 clusters Score -1.091481e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 66954 members 
Entering Unmasked Estep 
Score: -10914819.000000 Penalty: 5537.382324
	Iteration 34Q: 3 clusters Score -1.091482e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -10914810.000000 Penalty: 5537.382324
	Iteration 35Q: 3 clusters Score -1.091481e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -10914810.000000 Penalty: 5537.382324
	Iteration 36Q: 3 clusters Score -1.091481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -10914823.000000 Penalty: 5537.382324
	Iteration 37Q: 3 clusters Score -1.091482e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -10914840.000000 Penalty: 5537.382324
	Iteration 38Q: 3 clusters Score -1.091484e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -10914849.000000 Penalty: 5537.382324
	Iteration 39Q: 3 clusters Score -1.091485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -10914835.000000 Penalty: 5537.382324
	Iteration 40F: 3 clusters Score -1.091484e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -10914838.000000 Penalty: 5537.382324
	Iteration 41Q: 3 clusters Score -1.091484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -10914867.000000 Penalty: 5537.382324
	Iteration 42Q: 3 clusters Score -1.091487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -10914881.000000 Penalty: 5537.382324
	Iteration 43Q: 3 clusters Score -1.091488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -10914874.000000 Penalty: 5537.382324
	Iteration 44Q: 3 clusters Score -1.091487e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -10914871.000000 Penalty: 5537.382324
	Iteration 45Q: 3 clusters Score -1.091487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -10914891.000000 Penalty: 5537.382324
	Iteration 46Q: 3 clusters Score -1.091489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -10914888.000000 Penalty: 5537.382324
	Iteration 47Q: 3 clusters Score -1.091489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 67540 members 
Entering Unmasked Estep 
Score: -10914878.000000 Penalty: 5537.382324
	Iteration 48Q: 3 clusters Score -1.091488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -10914875.000000 Penalty: 5537.382324
	Iteration 49Q: 3 clusters Score -1.091488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -10914882.000000 Penalty: 5537.382324
	Iteration 50Q: 3 clusters Score -1.091488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -10914890.000000 Penalty: 5537.382324
	Iteration 51Q: 3 clusters Score -1.091489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -10914890.000000 Penalty: 5537.382324
	Iteration 52Q: 3 clusters Score -1.091489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -10914887.000000 Penalty: 5537.382324
	Iteration 53Q: 3 clusters Score -1.091489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -10914892.000000 Penalty: 5537.382324
	Iteration 54Q: 3 clusters Score -1.091489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -10914901.000000 Penalty: 5537.382324
	Iteration 55Q: 3 clusters Score -1.09149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -10914896.000000 Penalty: 5537.382324
	Iteration 56Q: 3 clusters Score -1.09149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -10914897.000000 Penalty: 5537.382324
	Iteration 57Q: 3 clusters Score -1.09149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -10914893.000000 Penalty: 5537.382324
	Iteration 58Q: 3 clusters Score -1.091489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -10914887.000000 Penalty: 5537.382324
	Iteration 59Q: 3 clusters Score -1.091489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -10914904.000000 Penalty: 5537.382324
	Iteration 60F: 3 clusters Score -1.09149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -10914908.000000 Penalty: 5537.382324
	Iteration 61Q: 3 clusters Score -1.091491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -10914911.000000 Penalty: 5537.382324
	Iteration 62Q: 3 clusters Score -1.091491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -10914916.000000 Penalty: 5537.382324
	Iteration 63Q: 3 clusters Score -1.091492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -10914915.000000 Penalty: 5537.382324
	Iteration 64Q: 3 clusters Score -1.091492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -10914924.000000 Penalty: 5537.382324
	Iteration 65Q: 3 clusters Score -1.091492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -10914924.000000 Penalty: 5537.382324
	Iteration 66Q: 3 clusters Score -1.091492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -10914926.000000 Penalty: 5537.382324
	Iteration 67Q: 3 clusters Score -1.091493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -10914923.000000 Penalty: 5537.382324
	Iteration 68Q: 3 clusters Score -1.091492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -10914923.000000 Penalty: 5537.382324
	Iteration 69Q: 3 clusters Score -1.091492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -10914917.000000 Penalty: 5537.382324
	Iteration 70Q: 3 clusters Score -1.091492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -10914925.000000 Penalty: 5537.382324
	Iteration 71Q: 3 clusters Score -1.091492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -10914928.000000 Penalty: 5537.382324
	Iteration 72Q: 3 clusters Score -1.091493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -10914926.000000 Penalty: 5537.382324
	Iteration 73Q: 3 clusters Score -1.091493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -10914931.000000 Penalty: 5537.382324
	Iteration 74Q: 3 clusters Score -1.091493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -10914926.000000 Penalty: 5537.382324
	Iteration 75Q: 3 clusters Score -1.091493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -10914930.000000 Penalty: 5537.382324
	Iteration 76Q: 3 clusters Score -1.091493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -10914934.000000 Penalty: 5537.382324
	Iteration 77Q: 3 clusters Score -1.091493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -10914937.000000 Penalty: 5537.382324
	Iteration 78Q: 3 clusters Score -1.091494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -10914929.000000 Penalty: 5537.382324
	Iteration 79Q: 3 clusters Score -1.091493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -10914922.000000 Penalty: 5537.382324
	Iteration 80F: 3 clusters Score -1.091492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10914927.000000 Penalty: 5537.382324
	Iteration 81Q: 3 clusters Score -1.091493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -10914924.000000 Penalty: 5537.382324
	Iteration 82Q: 3 clusters Score -1.091492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10914923.000000 Penalty: 5537.382324
	Iteration 83Q: 3 clusters Score -1.091492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -10914916.000000 Penalty: 5537.382324
	Iteration 84Q: 3 clusters Score -1.091492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -10914918.000000 Penalty: 5537.382324
	Iteration 85Q: 3 clusters Score -1.091492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -10914915.000000 Penalty: 5537.382324
	Iteration 86Q: 3 clusters Score -1.091492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -10914926.000000 Penalty: 5537.382324
	Iteration 87Q: 3 clusters Score -1.091493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -10914933.000000 Penalty: 5537.382324
	Iteration 88Q: 3 clusters Score -1.091493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 67851 members 
Entering Unmasked Estep 
Score: -10914942.000000 Penalty: 5537.382324
	Iteration 89Q: 3 clusters Score -1.091494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -10914936.000000 Penalty: 5537.382324
	Iteration 90Q: 3 clusters Score -1.091494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -10914930.000000 Penalty: 5537.382324
	Iteration 91Q: 3 clusters Score -1.091493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -10914930.000000 Penalty: 5537.382324
	Iteration 92Q: 3 clusters Score -1.091493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -10914940.000000 Penalty: 5537.382324
	Iteration 93Q: 3 clusters Score -1.091494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -10914937.000000 Penalty: 5537.382324
	Iteration 94Q: 3 clusters Score -1.091494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -10914942.000000 Penalty: 5537.382324
	Iteration 95Q: 3 clusters Score -1.091494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -10914930.000000 Penalty: 5537.382324
	Iteration 96Q: 3 clusters Score -1.091493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -10914931.000000 Penalty: 5537.382324
	Iteration 97Q: 3 clusters Score -1.091493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -10914935.000000 Penalty: 5537.382324
	Iteration 98Q: 3 clusters Score -1.091494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -10914941.000000 Penalty: 5537.382324
	Iteration 99Q: 3 clusters Score -1.091494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -10914941.000000 Penalty: 5537.382324
	Iteration 100F: 3 clusters Score -1.091494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -371002.125000 Penalty: 1944.690308
	Iteration 0F: 2 clusters Score -371002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -368040.093750 Penalty: 3889.380615
	Iteration 0F: 3 clusters Score -368040.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -368618.843750 Penalty: 3889.380615
	Iteration 1F: 3 clusters Score -368618.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -368799.437500 Penalty: 3889.380615
	Iteration 2F: 3 clusters Score -368799.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -368895.718750 Penalty: 3889.380615
	Iteration 3F: 3 clusters Score -368895.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -368948.000000 Penalty: 3889.380615
	Iteration 4Q: 3 clusters Score -368948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -368994.968750 Penalty: 3889.380615
	Iteration 5Q: 3 clusters Score -368995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -369035.375000 Penalty: 3889.380615
	Iteration 6Q: 3 clusters Score -369035.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -369065.125000 Penalty: 3889.380615
	Iteration 7Q: 3 clusters Score -369065.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -369090.968750 Penalty: 3889.380615
	Iteration 8Q: 3 clusters Score -369091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -369113.625000 Penalty: 3889.380615
	Iteration 9Q: 3 clusters Score -369113.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -369140.656250 Penalty: 3889.380615
	Iteration 10Q: 3 clusters Score -369140.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -369169.281250 Penalty: 3889.380615
	Iteration 11Q: 3 clusters Score -369169.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -369194.125000 Penalty: 3889.380615
	Iteration 12Q: 3 clusters Score -369194.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -369221.156250 Penalty: 3889.380615
	Iteration 13Q: 3 clusters Score -369221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -369246.093750 Penalty: 3889.380615
	Iteration 14Q: 3 clusters Score -369246.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -369259.906250 Penalty: 3889.380615
	Iteration 15Q: 3 clusters Score -369259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -369270.562500 Penalty: 3889.380615
	Iteration 16Q: 3 clusters Score -369270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -369281.875000 Penalty: 3889.380615
	Iteration 17Q: 3 clusters Score -369281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -369288.187500 Penalty: 3889.380615
	Iteration 18Q: 3 clusters Score -369288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -369295.468750 Penalty: 3889.380615
	Iteration 19Q: 3 clusters Score -369295.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -369298.593750 Penalty: 3889.380615
	Iteration 20F: 3 clusters Score -369298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -369305.187500 Penalty: 3889.380615
	Iteration 21Q: 3 clusters Score -369305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -369313.593750 Penalty: 3889.380615
	Iteration 22Q: 3 clusters Score -369313.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -369327.218750 Penalty: 3889.380615
	Iteration 23Q: 3 clusters Score -369327.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -369341.437500 Penalty: 3889.380615
	Iteration 24Q: 3 clusters Score -369341.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -369354.218750 Penalty: 3889.380615
	Iteration 25Q: 3 clusters Score -369354.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -369367.687500 Penalty: 3889.380615
	Iteration 26Q: 3 clusters Score -369367.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -369375.718750 Penalty: 3889.380615
	Iteration 27Q: 3 clusters Score -369375.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -369379.031250 Penalty: 3889.380615
	Iteration 28Q: 3 clusters Score -369379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -369381.031250 Penalty: 3889.380615
	Iteration 29Q: 3 clusters Score -369381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -369383.593750 Penalty: 3889.380615
	Iteration 30Q: 3 clusters Score -369383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369384.968750 Penalty: 3889.380615
	Iteration 31Q: 3 clusters Score -369385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -369386.937500 Penalty: 3889.380615
	Iteration 32Q: 3 clusters Score -369386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369391.562500 Penalty: 3889.380615
	Iteration 33Q: 3 clusters Score -369391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -369394.906250 Penalty: 3889.380615
	Iteration 34Q: 3 clusters Score -369394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -369400.968750 Penalty: 3889.380615
	Iteration 35Q: 3 clusters Score -369401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -369404.687500 Penalty: 3889.380615
	Iteration 36Q: 3 clusters Score -369404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -369408.062500 Penalty: 3889.380615
	Iteration 37Q: 3 clusters Score -369408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -369409.875000 Penalty: 3889.380615
	Iteration 38Q: 3 clusters Score -369409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -369411.218750 Penalty: 3889.380615
	Iteration 39Q: 3 clusters Score -369411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -369412.531250 Penalty: 3889.380615
	Iteration 40F: 3 clusters Score -369412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -369413.125000 Penalty: 3889.380615
	Iteration 41Q: 3 clusters Score -369413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -369415.218750 Penalty: 3889.380615
	Iteration 42Q: 3 clusters Score -369415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -369420.531250 Penalty: 3889.380615
	Iteration 43Q: 3 clusters Score -369420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -369423.906250 Penalty: 3889.380615
	Iteration 44Q: 3 clusters Score -369423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -369425.906250 Penalty: 3889.380615
	Iteration 45Q: 3 clusters Score -369425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -369429.031250 Penalty: 3889.380615
	Iteration 46Q: 3 clusters Score -369429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -369434.656250 Penalty: 3889.380615
	Iteration 47Q: 3 clusters Score -369434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -369439.906250 Penalty: 3889.380615
	Iteration 48Q: 3 clusters Score -369439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -369448.187500 Penalty: 3889.380615
	Iteration 49Q: 3 clusters Score -369448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -369449.625000 Penalty: 3889.380615
	Iteration 50Q: 3 clusters Score -369449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -369450.000000 Penalty: 3889.380615
	Iteration 51Q: 3 clusters Score -369450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -369450.000000 Penalty: 3889.380615
	Iteration 52F: 3 clusters Score -369450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Entering Unmasked Estep 
Score: -5110471.500000 Penalty: 2586.358887
	Iteration 0F: 2 clusters Score -5110472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5087513.000000 Penalty: 5172.717773
	Iteration 0F: 3 clusters Score -5087513 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5095750.000000 Penalty: 5172.717773
	Iteration 1F: 3 clusters Score -5095750 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5096151.500000 Penalty: 5172.717773
	Iteration 2Q: 3 clusters Score -5096152 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5096531.500000 Penalty: 5172.717773
	Iteration 3Q: 3 clusters Score -5096532 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5096894.000000 Penalty: 5172.717773
	Iteration 4Q: 3 clusters Score -5096894 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5097361.500000 Penalty: 5172.717773
	Iteration 5Q: 3 clusters Score -5097362 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5098059.000000 Penalty: 5172.717773
	Iteration 6Q: 3 clusters Score -5098059 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -5099152.000000 Penalty: 5172.717773
	Iteration 7F: 3 clusters Score -5099152 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5100965.000000 Penalty: 5172.717773
	Iteration 8F: 3 clusters Score -5100965 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5103327.000000 Penalty: 5172.717773
	Iteration 9F: 3 clusters Score -5103327 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -5105555.500000 Penalty: 5172.717773
	Iteration 10F: 3 clusters Score -5105556 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5107041.000000 Penalty: 5172.717773
	Iteration 11Q: 3 clusters Score -5107041 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -5107704.000000 Penalty: 5172.717773
	Iteration 12Q: 3 clusters Score -5107704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5107962.500000 Penalty: 5172.717773
	Iteration 13Q: 3 clusters Score -5107962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -5108064.500000 Penalty: 5172.717773
	Iteration 14Q: 3 clusters Score -5108064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -5108117.500000 Penalty: 5172.717773
	Iteration 15Q: 3 clusters Score -5108118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5108156.000000 Penalty: 5172.717773
	Iteration 16Q: 3 clusters Score -5108156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5108167.500000 Penalty: 5172.717773
	Iteration 17Q: 3 clusters Score -5108168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -5108178.500000 Penalty: 5172.717773
	Iteration 18Q: 3 clusters Score -5108178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5108188.000000 Penalty: 5172.717773
	Iteration 19Q: 3 clusters Score -5108188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5108185.500000 Penalty: 5172.717773
	Iteration 20F: 3 clusters Score -5108186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5108186.500000 Penalty: 5172.717773
	Iteration 21Q: 3 clusters Score -5108186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5108189.500000 Penalty: 5172.717773
	Iteration 22Q: 3 clusters Score -5108190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5108191.000000 Penalty: 5172.717773
	Iteration 23Q: 3 clusters Score -5108191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -5108191.000000 Penalty: 5172.717773
	Iteration 24F: 3 clusters Score -5108191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48584.636719 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48584.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48709.671875 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48709.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48748.183594 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48748.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48776.492188 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48776.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48792.343750 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48792.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48809.953125 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -48809.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48809.953125 Penalty: 2923.623779
	Iteration 6F: 3 clusters Score -48809.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Entering Unmasked Estep 
Score: -3824942.250000 Penalty: 2513.597168
	Iteration 0F: 2 clusters Score -3824942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3807500.250000 Penalty: 5027.194336
	Iteration 0F: 3 clusters Score -3807500 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3813617.000000 Penalty: 5027.194336
	Iteration 1F: 3 clusters Score -3813617 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3814079.500000 Penalty: 5027.194336
	Iteration 2F: 3 clusters Score -3814080 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3814488.750000 Penalty: 5027.194336
	Iteration 3Q: 3 clusters Score -3814489 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3814916.750000 Penalty: 5027.194336
	Iteration 4Q: 3 clusters Score -3814917 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3815412.250000 Penalty: 5027.194336
	Iteration 5Q: 3 clusters Score -3815412 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3816071.750000 Penalty: 5027.194336
	Iteration 6Q: 3 clusters Score -3816072 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3816907.750000 Penalty: 5027.194336
	Iteration 7F: 3 clusters Score -3816908 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3818015.500000 Penalty: 5027.194336
	Iteration 8F: 3 clusters Score -3818016 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3819243.250000 Penalty: 5027.194336
	Iteration 9F: 3 clusters Score -3819243 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3820358.250000 Penalty: 5027.194336
	Iteration 10F: 3 clusters Score -3820358 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3821241.000000 Penalty: 5027.194336
	Iteration 11Q: 3 clusters Score -3821241 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3821836.250000 Penalty: 5027.194336
	Iteration 12Q: 3 clusters Score -3821836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3822192.750000 Penalty: 5027.194336
	Iteration 13Q: 3 clusters Score -3822193 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3822423.500000 Penalty: 5027.194336
	Iteration 14Q: 3 clusters Score -3822424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3822558.000000 Penalty: 5027.194336
	Iteration 15Q: 3 clusters Score -3822558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3822664.250000 Penalty: 5027.194336
	Iteration 16Q: 3 clusters Score -3822664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3822735.500000 Penalty: 5027.194336
	Iteration 17Q: 3 clusters Score -3822736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3822763.000000 Penalty: 5027.194336
	Iteration 18Q: 3 clusters Score -3822763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3822784.000000 Penalty: 5027.194336
	Iteration 19Q: 3 clusters Score -3822784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3822797.750000 Penalty: 5027.194336
	Iteration 20F: 3 clusters Score -3822798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3822806.750000 Penalty: 5027.194336
	Iteration 21Q: 3 clusters Score -3822807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3822818.250000 Penalty: 5027.194336
	Iteration 22Q: 3 clusters Score -3822818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3822821.000000 Penalty: 5027.194336
	Iteration 23Q: 3 clusters Score -3822821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3822821.000000 Penalty: 5027.194336
	Iteration 24Q: 3 clusters Score -3822821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3822820.250000 Penalty: 5027.194336
	Iteration 25Q: 3 clusters Score -3822820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3822820.500000 Penalty: 5027.194336
	Iteration 26Q: 3 clusters Score -3822820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3822817.750000 Penalty: 5027.194336
	Iteration 27Q: 3 clusters Score -3822818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3822817.750000 Penalty: 5027.194336
	Iteration 28F: 3 clusters Score -3822818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -1952353.375000 Penalty: 2365.867432
	Iteration 0F: 2 clusters Score -1952353 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 7060 members 
Entering Unmasked Estep 
Score: -1942259.625000 Penalty: 4731.734863
	Iteration 0F: 3 clusters Score -1942260 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1945610.125000 Penalty: 4731.734863
	Iteration 1F: 3 clusters Score -1945610 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1946190.625000 Penalty: 4731.734863
	Iteration 2F: 3 clusters Score -1946191 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1946757.125000 Penalty: 4731.734863
	Iteration 3F: 3 clusters Score -1946757 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1947382.625000 Penalty: 4731.734863
	Iteration 4F: 3 clusters Score -1947383 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1947977.500000 Penalty: 4731.734863
	Iteration 5F: 3 clusters Score -1947978 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1948478.500000 Penalty: 4731.734863
	Iteration 6F: 3 clusters Score -1948478 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1948853.000000 Penalty: 4731.734863
	Iteration 7Q: 3 clusters Score -1948853 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1949164.875000 Penalty: 4731.734863
	Iteration 8Q: 3 clusters Score -1949165 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1949427.000000 Penalty: 4731.734863
	Iteration 9Q: 3 clusters Score -1949427 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1949653.250000 Penalty: 4731.734863
	Iteration 10Q: 3 clusters Score -1949653 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1949860.000000 Penalty: 4731.734863
	Iteration 11Q: 3 clusters Score -1949860 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1950042.500000 Penalty: 4731.734863
	Iteration 12Q: 3 clusters Score -1950042 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1950220.875000 Penalty: 4731.734863
	Iteration 13Q: 3 clusters Score -1950221 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1950389.625000 Penalty: 4731.734863
	Iteration 14Q: 3 clusters Score -1950390 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1950545.000000 Penalty: 4731.734863
	Iteration 15Q: 3 clusters Score -1950545 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1950688.625000 Penalty: 4731.734863
	Iteration 16Q: 3 clusters Score -1950689 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1950825.750000 Penalty: 4731.734863
	Iteration 17Q: 3 clusters Score -1950826 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1950906.500000 Penalty: 4731.734863
	Iteration 18Q: 3 clusters Score -1950906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1950973.000000 Penalty: 4731.734863
	Iteration 19Q: 3 clusters Score -1950973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1951009.875000 Penalty: 4731.734863
	Iteration 20F: 3 clusters Score -1951010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1951028.625000 Penalty: 4731.734863
	Iteration 21Q: 3 clusters Score -1951029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1951048.375000 Penalty: 4731.734863
	Iteration 22Q: 3 clusters Score -1951048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1951050.625000 Penalty: 4731.734863
	Iteration 23Q: 3 clusters Score -1951051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1951058.375000 Penalty: 4731.734863
	Iteration 24Q: 3 clusters Score -1951058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1951069.625000 Penalty: 4731.734863
	Iteration 25Q: 3 clusters Score -1951070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1951078.750000 Penalty: 4731.734863
	Iteration 26Q: 3 clusters Score -1951079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1951084.500000 Penalty: 4731.734863
	Iteration 27Q: 3 clusters Score -1951084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1951093.750000 Penalty: 4731.734863
	Iteration 28Q: 3 clusters Score -1951094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1951101.750000 Penalty: 4731.734863
	Iteration 29Q: 3 clusters Score -1951102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1951109.750000 Penalty: 4731.734863
	Iteration 30Q: 3 clusters Score -1951110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1951110.375000 Penalty: 4731.734863
	Iteration 31Q: 3 clusters Score -1951110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1951108.500000 Penalty: 4731.734863
	Iteration 32Q: 3 clusters Score -1951108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1951114.750000 Penalty: 4731.734863
	Iteration 33Q: 3 clusters Score -1951115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1951117.625000 Penalty: 4731.734863
	Iteration 34Q: 3 clusters Score -1951118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1951118.625000 Penalty: 4731.734863
	Iteration 35Q: 3 clusters Score -1951119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1951119.125000 Penalty: 4731.734863
	Iteration 36Q: 3 clusters Score -1951119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1951120.000000 Penalty: 4731.734863
	Iteration 37Q: 3 clusters Score -1951120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1951118.750000 Penalty: 4731.734863
	Iteration 38Q: 3 clusters Score -1951119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1951120.500000 Penalty: 4731.734863
	Iteration 39Q: 3 clusters Score -1951120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1951121.875000 Penalty: 4731.734863
	Iteration 40F: 3 clusters Score -1951122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1951126.750000 Penalty: 4731.734863
	Iteration 41Q: 3 clusters Score -1951127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1951128.500000 Penalty: 4731.734863
	Iteration 42Q: 3 clusters Score -1951128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1951129.750000 Penalty: 4731.734863
	Iteration 43Q: 3 clusters Score -1951130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1951131.250000 Penalty: 4731.734863
	Iteration 44Q: 3 clusters Score -1951131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1951131.250000 Penalty: 4731.734863
	Iteration 45F: 3 clusters Score -1951131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Entering Unmasked Estep 
Score: -5540851.500000 Penalty: 2605.779297
	Iteration 0F: 2 clusters Score -5540852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -5515949.000000 Penalty: 5211.558594
	Iteration 0F: 3 clusters Score -5515949 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5525445.500000 Penalty: 5211.558594
	Iteration 1F: 3 clusters Score -5525446 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5526141.000000 Penalty: 5211.558594
	Iteration 2F: 3 clusters Score -5526141 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5526912.500000 Penalty: 5211.558594
	Iteration 3Q: 3 clusters Score -5526912 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5527771.500000 Penalty: 5211.558594
	Iteration 4F: 3 clusters Score -5527772 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5528664.500000 Penalty: 5211.558594
	Iteration 5F: 3 clusters Score -5528664 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5529579.500000 Penalty: 5211.558594
	Iteration 6F: 3 clusters Score -5529580 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5530434.000000 Penalty: 5211.558594
	Iteration 7Q: 3 clusters Score -5530434 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5531080.000000 Penalty: 5211.558594
	Iteration 8Q: 3 clusters Score -5531080 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5531554.500000 Penalty: 5211.558594
	Iteration 9Q: 3 clusters Score -5531554 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5531847.500000 Penalty: 5211.558594
	Iteration 10Q: 3 clusters Score -5531848 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5532111.000000 Penalty: 5211.558594
	Iteration 11Q: 3 clusters Score -5532111 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5532233.000000 Penalty: 5211.558594
	Iteration 12Q: 3 clusters Score -5532233 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5532396.500000 Penalty: 5211.558594
	Iteration 13Q: 3 clusters Score -5532396 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5532502.000000 Penalty: 5211.558594
	Iteration 14Q: 3 clusters Score -5532502 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5532575.000000 Penalty: 5211.558594
	Iteration 15Q: 3 clusters Score -5532575 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -5532668.500000 Penalty: 5211.558594
	Iteration 16Q: 3 clusters Score -5532668 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5532749.000000 Penalty: 5211.558594
	Iteration 17Q: 3 clusters Score -5532749 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5532851.000000 Penalty: 5211.558594
	Iteration 18Q: 3 clusters Score -5532851 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5532935.000000 Penalty: 5211.558594
	Iteration 19Q: 3 clusters Score -5532935 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5533076.000000 Penalty: 5211.558594
	Iteration 20F: 3 clusters Score -5533076 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -5533201.000000 Penalty: 5211.558594
	Iteration 21Q: 3 clusters Score -5533201 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5533354.500000 Penalty: 5211.558594
	Iteration 22Q: 3 clusters Score -5533354 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -5533515.500000 Penalty: 5211.558594
	Iteration 23Q: 3 clusters Score -5533516 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5533768.000000 Penalty: 5211.558594
	Iteration 24Q: 3 clusters Score -5533768 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5533970.500000 Penalty: 5211.558594
	Iteration 25Q: 3 clusters Score -5533970 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5534221.500000 Penalty: 5211.558594
	Iteration 26Q: 3 clusters Score -5534222 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5534480.000000 Penalty: 5211.558594
	Iteration 27Q: 3 clusters Score -5534480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -5534752.000000 Penalty: 5211.558594
	Iteration 28Q: 3 clusters Score -5534752 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5535053.000000 Penalty: 5211.558594
	Iteration 29Q: 3 clusters Score -5535053 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5535356.000000 Penalty: 5211.558594
	Iteration 30Q: 3 clusters Score -5535356 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5535718.500000 Penalty: 5211.558594
	Iteration 31Q: 3 clusters Score -5535718 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5536120.500000 Penalty: 5211.558594
	Iteration 32Q: 3 clusters Score -5536120 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -5536551.000000 Penalty: 5211.558594
	Iteration 33Q: 3 clusters Score -5536551 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -5536944.000000 Penalty: 5211.558594
	Iteration 34Q: 3 clusters Score -5536944 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5537304.000000 Penalty: 5211.558594
	Iteration 35Q: 3 clusters Score -5537304 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -5537674.500000 Penalty: 5211.558594
	Iteration 36Q: 3 clusters Score -5537674 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5538056.500000 Penalty: 5211.558594
	Iteration 37Q: 3 clusters Score -5538056 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5538387.500000 Penalty: 5211.558594
	Iteration 38Q: 3 clusters Score -5538388 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5538710.500000 Penalty: 5211.558594
	Iteration 39Q: 3 clusters Score -5538710 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -5538981.500000 Penalty: 5211.558594
	Iteration 40F: 3 clusters Score -5538982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5539094.500000 Penalty: 5211.558594
	Iteration 41Q: 3 clusters Score -5539094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5539205.500000 Penalty: 5211.558594
	Iteration 42Q: 3 clusters Score -5539206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -5539273.500000 Penalty: 5211.558594
	Iteration 43Q: 3 clusters Score -5539274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5539297.500000 Penalty: 5211.558594
	Iteration 44Q: 3 clusters Score -5539298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5539322.000000 Penalty: 5211.558594
	Iteration 45Q: 3 clusters Score -5539322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5539338.000000 Penalty: 5211.558594
	Iteration 46Q: 3 clusters Score -5539338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -5539346.000000 Penalty: 5211.558594
	Iteration 47Q: 3 clusters Score -5539346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5539351.500000 Penalty: 5211.558594
	Iteration 48Q: 3 clusters Score -5539352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5539357.000000 Penalty: 5211.558594
	Iteration 49Q: 3 clusters Score -5539357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5539363.000000 Penalty: 5211.558594
	Iteration 50Q: 3 clusters Score -5539363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5539372.500000 Penalty: 5211.558594
	Iteration 51Q: 3 clusters Score -5539372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5539384.000000 Penalty: 5211.558594
	Iteration 52Q: 3 clusters Score -5539384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5539377.500000 Penalty: 5211.558594
	Iteration 53Q: 3 clusters Score -5539378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5539381.000000 Penalty: 5211.558594
	Iteration 54Q: 3 clusters Score -5539381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5539381.500000 Penalty: 5211.558594
	Iteration 55Q: 3 clusters Score -5539382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5539376.500000 Penalty: 5211.558594
	Iteration 56Q: 3 clusters Score -5539376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -5539377.000000 Penalty: 5211.558594
	Iteration 57Q: 3 clusters Score -5539377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5539374.000000 Penalty: 5211.558594
	Iteration 58Q: 3 clusters Score -5539374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5539375.000000 Penalty: 5211.558594
	Iteration 59Q: 3 clusters Score -5539375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5539377.500000 Penalty: 5211.558594
	Iteration 60F: 3 clusters Score -5539378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5539370.000000 Penalty: 5211.558594
	Iteration 61Q: 3 clusters Score -5539370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5539370.500000 Penalty: 5211.558594
	Iteration 62Q: 3 clusters Score -5539370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5539370.500000 Penalty: 5211.558594
	Iteration 63Q: 3 clusters Score -5539370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5539370.500000 Penalty: 5211.558594
	Iteration 64F: 3 clusters Score -5539370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Entering Unmasked Estep 
Score: -714792.062500 Penalty: 2116.931641
	Iteration 0F: 2 clusters Score -714792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -710320.187500 Penalty: 4233.863281
	Iteration 0F: 3 clusters Score -710320.2 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -711494.375000 Penalty: 4233.863281
	Iteration 1F: 3 clusters Score -711494.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -711821.375000 Penalty: 4233.863281
	Iteration 2F: 3 clusters Score -711821.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -712054.125000 Penalty: 4233.863281
	Iteration 3F: 3 clusters Score -712054.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -712246.062500 Penalty: 4233.863281
	Iteration 4F: 3 clusters Score -712246.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -712429.812500 Penalty: 4233.863281
	Iteration 5Q: 3 clusters Score -712429.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -712588.625000 Penalty: 4233.863281
	Iteration 6Q: 3 clusters Score -712588.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -712734.562500 Penalty: 4233.863281
	Iteration 7Q: 3 clusters Score -712734.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -712849.812500 Penalty: 4233.863281
	Iteration 8Q: 3 clusters Score -712849.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -712933.750000 Penalty: 4233.863281
	Iteration 9Q: 3 clusters Score -712933.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -712989.187500 Penalty: 4233.863281
	Iteration 10Q: 3 clusters Score -712989.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -713032.687500 Penalty: 4233.863281
	Iteration 11Q: 3 clusters Score -713032.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -713070.000000 Penalty: 4233.863281
	Iteration 12Q: 3 clusters Score -713070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -713091.750000 Penalty: 4233.863281
	Iteration 13Q: 3 clusters Score -713091.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -713122.062500 Penalty: 4233.863281
	Iteration 14Q: 3 clusters Score -713122.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -713143.562500 Penalty: 4233.863281
	Iteration 15Q: 3 clusters Score -713143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -713159.500000 Penalty: 4233.863281
	Iteration 16Q: 3 clusters Score -713159.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -713173.375000 Penalty: 4233.863281
	Iteration 17Q: 3 clusters Score -713173.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -713194.875000 Penalty: 4233.863281
	Iteration 18Q: 3 clusters Score -713194.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -713207.187500 Penalty: 4233.863281
	Iteration 19Q: 3 clusters Score -713207.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -713214.500000 Penalty: 4233.863281
	Iteration 20F: 3 clusters Score -713214.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -713217.937500 Penalty: 4233.863281
	Iteration 21Q: 3 clusters Score -713217.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -713223.250000 Penalty: 4233.863281
	Iteration 22Q: 3 clusters Score -713223.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -713233.687500 Penalty: 4233.863281
	Iteration 23Q: 3 clusters Score -713233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -713237.875000 Penalty: 4233.863281
	Iteration 24Q: 3 clusters Score -713237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -713238.625000 Penalty: 4233.863281
	Iteration 25Q: 3 clusters Score -713238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -713239.562500 Penalty: 4233.863281
	Iteration 26Q: 3 clusters Score -713239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -713241.437500 Penalty: 4233.863281
	Iteration 27Q: 3 clusters Score -713241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -713243.625000 Penalty: 4233.863281
	Iteration 28Q: 3 clusters Score -713243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -713244.375000 Penalty: 4233.863281
	Iteration 29Q: 3 clusters Score -713244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -713245.312500 Penalty: 4233.863281
	Iteration 30Q: 3 clusters Score -713245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -713245.312500 Penalty: 4233.863281
	Iteration 31F: 3 clusters Score -713245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72101.523438 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72101.52 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72853.328125 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72853.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -73546.406250 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -73546.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73958.851562 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -73958.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74101.070312 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -74101.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74193.046875 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -74193.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74247.421875 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74247.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74299.398438 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74299.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74335.007812 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74335.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74357.609375 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74357.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74413.968750 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74413.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74519.984375 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74519.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74702.929688 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74702.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74702.929688 Penalty: 3137.770020
	Iteration 13F: 3 clusters Score -74702.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116075 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91439 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 262 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102021 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 297 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166664.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104167400.000000 to -104166664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -617350.937500 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -617350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -612941.625000 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -612941.6 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -614091.250000 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -614091.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -614478.937500 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -614478.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -614819.187500 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -614819.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -615162.687500 Penalty: 4199.295410
	Iteration 4F: 3 clusters Score -615162.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -615587.687500 Penalty: 4199.295410
	Iteration 5F: 3 clusters Score -615587.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -615944.437500 Penalty: 4199.295410
	Iteration 6F: 3 clusters Score -615944.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -616208.125000 Penalty: 4199.295410
	Iteration 7F: 3 clusters Score -616208.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -616404.687500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -616404.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -616567.187500 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -616567.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -616710.812500 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -616710.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -616858.187500 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -616858.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -616990.687500 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -616990.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -617110.812500 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -617110.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -617206.937500 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -617206.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -617298.187500 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -617298.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -617360.000000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -617360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -617413.062500 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -617413.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -617448.750000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -617448.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -617472.875000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -617472.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -617490.875000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -617490.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -617501.937500 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -617501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -617506.937500 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -617506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -617508.312500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -617508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -617512.187500 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -617512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -617514.125000 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -617514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -617514.937500 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -617514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -617517.375000 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -617517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -617517.875000 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -617517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -617520.687500 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -617520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -617521.437500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -617521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -617521.687500 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -617521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -617522.187500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -617522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -617522.062500 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -617522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -617521.625000 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -617521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -617522.062500 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -617522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -617522.062500 Penalty: 4199.295410
	Iteration 36F: 3 clusters Score -617522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116075 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91439 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 2763 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102021 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 1989 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166504.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104167400.000000 to -104166504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -221889.015625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -221889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -219617.640625 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -219617.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -220178.000000 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -220178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220394.500000 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -220394.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220588.562500 Penalty: 3648.081055
	Iteration 3F: 3 clusters Score -220588.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -220816.000000 Penalty: 3648.081055
	Iteration 4F: 3 clusters Score -220816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220981.203125 Penalty: 3648.081055
	Iteration 5F: 3 clusters Score -220981.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221137.218750 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -221137.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -221283.171875 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -221283.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221418.828125 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -221418.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221478.734375 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -221478.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221504.468750 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -221504.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -221533.187500 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -221533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221553.687500 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -221553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221567.921875 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -221567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221575.062500 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -221575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221577.484375 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -221577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221582.890625 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -221582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -221586.968750 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -221587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221588.250000 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -221588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221588.671875 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -221588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221588.671875 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -221588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -2348429.750000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -2348430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2337343.750000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -2337344 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2340812.000000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -2340812 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2341256.250000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -2341256 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2341711.500000 Penalty: 4782.943359
	Iteration 3F: 3 clusters Score -2341712 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2342122.250000 Penalty: 4782.943359
	Iteration 4Q: 3 clusters Score -2342122 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2342522.000000 Penalty: 4782.943359
	Iteration 5Q: 3 clusters Score -2342522 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2342897.000000 Penalty: 4782.943359
	Iteration 6Q: 3 clusters Score -2342897 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2343285.250000 Penalty: 4782.943359
	Iteration 7Q: 3 clusters Score -2343285 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2343763.250000 Penalty: 4782.943359
	Iteration 8Q: 3 clusters Score -2343763 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2344304.500000 Penalty: 4782.943359
	Iteration 9Q: 3 clusters Score -2344304 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2344862.000000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -2344862 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2345408.500000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -2345408 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2345857.250000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -2345857 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2346161.500000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -2346162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2346335.500000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -2346336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2346445.500000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -2346446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2346513.000000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -2346513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2346554.500000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -2346554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2346580.250000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -2346580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2346603.750000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -2346604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2346613.250000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -2346613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2346627.250000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -2346627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2346634.000000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -2346634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2346641.000000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -2346641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2346645.000000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -2346645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2346660.500000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -2346660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2346664.500000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -2346664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2346673.750000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -2346674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2346673.500000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -2346674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2346677.000000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -2346677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2346677.750000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -2346678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2346678.250000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -2346678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2346678.000000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -2346678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2346679.500000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -2346680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2346680.000000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -2346680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2346681.250000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -2346681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2346679.500000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -2346680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2346679.500000 Penalty: 4782.943359
	Iteration 37F: 3 clusters Score -2346680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -88895.265625 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -88895.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87331.390625 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -87331.39 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87874.085938 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -87874.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88283.875000 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -88283.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -88496.539062 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -88496.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -88593.242188 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -88593.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -88654.726562 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -88654.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88670.414062 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -88670.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88676.601562 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -88676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88681.015625 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -88681.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88684.226562 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -88684.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88684.226562 Penalty: 3276.898682
	Iteration 10F: 3 clusters Score -88684.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Entering Unmasked Estep 
Score: -15772988.000000 Penalty: 2860.167725
	Iteration 0F: 2 clusters Score -1.577299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -15706202.000000 Penalty: 5720.335449
	Iteration 0F: 3 clusters Score -1.57062e+07 nChanged 48266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -15734058.000000 Penalty: 5720.335449
	Iteration 1F: 3 clusters Score -1.573406e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -15735045.000000 Penalty: 5720.335449
	Iteration 2Q: 3 clusters Score -1.573504e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -15736490.000000 Penalty: 5720.335449
	Iteration 3Q: 3 clusters Score -1.573649e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -15738708.000000 Penalty: 5720.335449
	Iteration 4Q: 3 clusters Score -1.573871e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -15742046.000000 Penalty: 5720.335449
	Iteration 5F: 3 clusters Score -1.574205e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -15747097.000000 Penalty: 5720.335449
	Iteration 6F: 3 clusters Score -1.57471e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -15753224.000000 Penalty: 5720.335449
	Iteration 7F: 3 clusters Score -1.575322e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -15759706.000000 Penalty: 5720.335449
	Iteration 8F: 3 clusters Score -1.575971e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -15764679.000000 Penalty: 5720.335449
	Iteration 9F: 3 clusters Score -1.576468e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -15767685.000000 Penalty: 5720.335449
	Iteration 10Q: 3 clusters Score -1.576768e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -15769120.000000 Penalty: 5720.335449
	Iteration 11Q: 3 clusters Score -1.576912e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -15769822.000000 Penalty: 5720.335449
	Iteration 12Q: 3 clusters Score -1.576982e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 101022 members 
Entering Unmasked Estep 
Score: -15770091.000000 Penalty: 5720.335449
	Iteration 13Q: 3 clusters Score -1.577009e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -15770261.000000 Penalty: 5720.335449
	Iteration 14Q: 3 clusters Score -1.577026e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -15770350.000000 Penalty: 5720.335449
	Iteration 15Q: 3 clusters Score -1.577035e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 101427 members 
Entering Unmasked Estep 
Score: -15770435.000000 Penalty: 5720.335449
	Iteration 16Q: 3 clusters Score -1.577044e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 101468 members 
Entering Unmasked Estep 
Score: -15770460.000000 Penalty: 5720.335449
	Iteration 17Q: 3 clusters Score -1.577046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -15770478.000000 Penalty: 5720.335449
	Iteration 18Q: 3 clusters Score -1.577048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -15770513.000000 Penalty: 5720.335449
	Iteration 19Q: 3 clusters Score -1.577051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -15770522.000000 Penalty: 5720.335449
	Iteration 20F: 3 clusters Score -1.577052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -15770546.000000 Penalty: 5720.335449
	Iteration 21Q: 3 clusters Score -1.577055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -15770564.000000 Penalty: 5720.335449
	Iteration 22Q: 3 clusters Score -1.577056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -15770567.000000 Penalty: 5720.335449
	Iteration 23Q: 3 clusters Score -1.577057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -15770556.000000 Penalty: 5720.335449
	Iteration 24Q: 3 clusters Score -1.577056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -15770563.000000 Penalty: 5720.335449
	Iteration 25Q: 3 clusters Score -1.577056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -15770563.000000 Penalty: 5720.335449
	Iteration 26F: 3 clusters Score -1.577056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -246726.015625 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -246726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -244313.921875 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -244313.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -244826.843750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -244826.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -245059.562500 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -245059.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -245224.656250 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -245224.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -245359.828125 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -245359.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -245487.062500 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -245487.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -245563.625000 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -245563.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -245605.156250 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -245605.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -245641.078125 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -245641.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -245674.859375 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -245674.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -245696.765625 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -245696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -245714.140625 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -245714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -245724.781250 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -245724.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -245730.734375 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -245730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -245734.859375 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -245734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -245743.250000 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -245743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -245750.140625 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -245750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245751.343750 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -245751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -245751.984375 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -245752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -245752.390625 Penalty: 3691.766846
	Iteration 19Q: 3 clusters Score -245752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -245753.250000 Penalty: 3691.766846
	Iteration 20F: 3 clusters Score -245753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -245754.375000 Penalty: 3691.766846
	Iteration 21Q: 3 clusters Score -245754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -245755.875000 Penalty: 3691.766846
	Iteration 22Q: 3 clusters Score -245755.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -245755.875000 Penalty: 3691.766846
	Iteration 23F: 3 clusters Score -245755.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Entering Unmasked Estep 
Score: -1469350.375000 Penalty: 2277.860352
	Iteration 0F: 2 clusters Score -1469350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1461935.250000 Penalty: 4555.720703
	Iteration 0F: 3 clusters Score -1461935 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1464150.375000 Penalty: 4555.720703
	Iteration 1F: 3 clusters Score -1464150 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1464651.000000 Penalty: 4555.720703
	Iteration 2F: 3 clusters Score -1464651 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1465167.875000 Penalty: 4555.720703
	Iteration 3F: 3 clusters Score -1465168 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1465624.625000 Penalty: 4555.720703
	Iteration 4F: 3 clusters Score -1465625 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1465990.250000 Penalty: 4555.720703
	Iteration 5F: 3 clusters Score -1465990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1466250.125000 Penalty: 4555.720703
	Iteration 6Q: 3 clusters Score -1466250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1466457.500000 Penalty: 4555.720703
	Iteration 7Q: 3 clusters Score -1466458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1466619.375000 Penalty: 4555.720703
	Iteration 8Q: 3 clusters Score -1466619 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1466783.375000 Penalty: 4555.720703
	Iteration 9Q: 3 clusters Score -1466783 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1466891.750000 Penalty: 4555.720703
	Iteration 10Q: 3 clusters Score -1466892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1466980.250000 Penalty: 4555.720703
	Iteration 11Q: 3 clusters Score -1466980 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1467056.875000 Penalty: 4555.720703
	Iteration 12Q: 3 clusters Score -1467057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1467118.750000 Penalty: 4555.720703
	Iteration 13Q: 3 clusters Score -1467119 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1467175.500000 Penalty: 4555.720703
	Iteration 14Q: 3 clusters Score -1467176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1467220.375000 Penalty: 4555.720703
	Iteration 15Q: 3 clusters Score -1467220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1467265.125000 Penalty: 4555.720703
	Iteration 16Q: 3 clusters Score -1467265 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1467305.250000 Penalty: 4555.720703
	Iteration 17Q: 3 clusters Score -1467305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1467334.375000 Penalty: 4555.720703
	Iteration 18Q: 3 clusters Score -1467334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1467358.750000 Penalty: 4555.720703
	Iteration 19Q: 3 clusters Score -1467359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1467385.125000 Penalty: 4555.720703
	Iteration 20F: 3 clusters Score -1467385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1467418.750000 Penalty: 4555.720703
	Iteration 21Q: 3 clusters Score -1467419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1467450.000000 Penalty: 4555.720703
	Iteration 22Q: 3 clusters Score -1467450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1467477.250000 Penalty: 4555.720703
	Iteration 23Q: 3 clusters Score -1467477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1467500.625000 Penalty: 4555.720703
	Iteration 24Q: 3 clusters Score -1467501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1467526.500000 Penalty: 4555.720703
	Iteration 25Q: 3 clusters Score -1467526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1467553.500000 Penalty: 4555.720703
	Iteration 26Q: 3 clusters Score -1467554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1467583.625000 Penalty: 4555.720703
	Iteration 27Q: 3 clusters Score -1467584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1467622.875000 Penalty: 4555.720703
	Iteration 28Q: 3 clusters Score -1467623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1467659.875000 Penalty: 4555.720703
	Iteration 29Q: 3 clusters Score -1467660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1467704.125000 Penalty: 4555.720703
	Iteration 30Q: 3 clusters Score -1467704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1467743.875000 Penalty: 4555.720703
	Iteration 31Q: 3 clusters Score -1467744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1467777.250000 Penalty: 4555.720703
	Iteration 32Q: 3 clusters Score -1467777 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1467798.125000 Penalty: 4555.720703
	Iteration 33Q: 3 clusters Score -1467798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1467816.125000 Penalty: 4555.720703
	Iteration 34Q: 3 clusters Score -1467816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1467840.000000 Penalty: 4555.720703
	Iteration 35Q: 3 clusters Score -1467840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1467860.375000 Penalty: 4555.720703
	Iteration 36Q: 3 clusters Score -1467860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1467885.375000 Penalty: 4555.720703
	Iteration 37Q: 3 clusters Score -1467885 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1467903.500000 Penalty: 4555.720703
	Iteration 38Q: 3 clusters Score -1467904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1467924.250000 Penalty: 4555.720703
	Iteration 39Q: 3 clusters Score -1467924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1467953.125000 Penalty: 4555.720703
	Iteration 40F: 3 clusters Score -1467953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1467985.375000 Penalty: 4555.720703
	Iteration 41Q: 3 clusters Score -1467985 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1468026.375000 Penalty: 4555.720703
	Iteration 42Q: 3 clusters Score -1468026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1468088.250000 Penalty: 4555.720703
	Iteration 43Q: 3 clusters Score -1468088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1468182.125000 Penalty: 4555.720703
	Iteration 44Q: 3 clusters Score -1468182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1468295.125000 Penalty: 4555.720703
	Iteration 45Q: 3 clusters Score -1468295 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1468397.000000 Penalty: 4555.720703
	Iteration 46Q: 3 clusters Score -1468397 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1468473.250000 Penalty: 4555.720703
	Iteration 47Q: 3 clusters Score -1468473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1468530.125000 Penalty: 4555.720703
	Iteration 48Q: 3 clusters Score -1468530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1468556.000000 Penalty: 4555.720703
	Iteration 49Q: 3 clusters Score -1468556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1468573.375000 Penalty: 4555.720703
	Iteration 50Q: 3 clusters Score -1468573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1468581.875000 Penalty: 4555.720703
	Iteration 51Q: 3 clusters Score -1468582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1468589.000000 Penalty: 4555.720703
	Iteration 52Q: 3 clusters Score -1468589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1468591.500000 Penalty: 4555.720703
	Iteration 53Q: 3 clusters Score -1468592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1468593.125000 Penalty: 4555.720703
	Iteration 54Q: 3 clusters Score -1468593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1468594.625000 Penalty: 4555.720703
	Iteration 55Q: 3 clusters Score -1468595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1468595.250000 Penalty: 4555.720703
	Iteration 56Q: 3 clusters Score -1468595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1468596.000000 Penalty: 4555.720703
	Iteration 57Q: 3 clusters Score -1468596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1468600.500000 Penalty: 4555.720703
	Iteration 58Q: 3 clusters Score -1468600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1468599.250000 Penalty: 4555.720703
	Iteration 59Q: 3 clusters Score -1468599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1468601.500000 Penalty: 4555.720703
	Iteration 60F: 3 clusters Score -1468602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1468602.500000 Penalty: 4555.720703
	Iteration 61Q: 3 clusters Score -1468602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1468604.125000 Penalty: 4555.720703
	Iteration 62Q: 3 clusters Score -1468604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1468606.125000 Penalty: 4555.720703
	Iteration 63Q: 3 clusters Score -1468606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1468606.125000 Penalty: 4555.720703
	Iteration 64F: 3 clusters Score -1468606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -116769.929688 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116769.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117352.062500 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117352.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117672.500000 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117672.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117957.578125 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117957.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118249.039062 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -118249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118460.421875 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -118460.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118556.414062 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118641.773438 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118641.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118696.210938 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118726.359375 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118748.382812 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118748.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118763.101562 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118766.140625 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118767.242188 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118768.382812 Penalty: 3381.100830
	Iteration 14F: 3 clusters Score -118768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118771.859375 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118776.601562 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118776.601562 Penalty: 3381.100830
	Iteration 17F: 3 clusters Score -118776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116075 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91439 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102021 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 366 members 
Mstep: Class 36 contains 547 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166216.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104167400.000000 to -104166216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55844.078125 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -55844.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54526.457031 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -54526.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54749.777344 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -54749.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54819.574219 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -54819.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54867.066406 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -54867.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54902.980469 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -54902.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54907.902344 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -54907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54907.902344 Penalty: 3032.386475
	Iteration 6F: 3 clusters Score -54907.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97059.187500 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97059.19 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97380.382812 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97380.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97494.265625 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97494.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97541.484375 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97541.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97584.375000 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97584.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97624.195312 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97624.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97691.539062 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97691.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97746.562500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97746.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97798.273438 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97798.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97897.148438 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97897.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97936.234375 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97936.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97990.710938 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97990.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98043.007812 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -98043.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98059.953125 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -98059.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98068.210938 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98068.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98101.078125 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98101.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -98125.687500 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98125.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98138.015625 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98138.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -98142.968750 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98142.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -98149.226562 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98149.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98150.945312 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98150.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116075 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91439 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22269 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17717 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102021 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167480.000000 Penalty: 123466.296875
Iteration 359Q: 38 clusters Score -1.041675e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116041 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91371 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22268 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17721 members 
Mstep: Class 19 contains 70680 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101990 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167616.000000 Penalty: 123466.296875
Iteration 360F: 38 clusters Score -1.041676e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 116001 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11560 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91311 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 70790 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33831 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36578 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101982 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167576.000000 Penalty: 123466.296875
Iteration 361Q: 38 clusters Score -1.041676e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115980 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91251 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 70908 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33829 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36579 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101951 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167808.000000 Penalty: 123466.296875
Iteration 362Q: 38 clusters Score -1.041678e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115976 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 5010 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91184 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 70996 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36580 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101942 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167784.000000 Penalty: 123466.296875
Iteration 363Q: 38 clusters Score -1.041678e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115958 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4990 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 91094 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 71108 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36580 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101953 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167720.000000 Penalty: 123466.296875
Iteration 364Q: 38 clusters Score -1.041677e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115944 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90990 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22258 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 71231 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33827 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36585 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101937 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167776.000000 Penalty: 123466.296875
Iteration 365Q: 38 clusters Score -1.041678e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115921 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90905 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 71356 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33835 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25230 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36585 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101888 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167736.000000 Penalty: 123466.296875
Iteration 366Q: 38 clusters Score -1.041677e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115892 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90840 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22258 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 71477 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33839 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25229 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101856 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167904.000000 Penalty: 123466.296875
Iteration 367Q: 38 clusters Score -1.041679e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115877 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4926 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90764 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22255 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 17735 members 
Mstep: Class 19 contains 71582 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33844 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36590 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101831 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167888.000000 Penalty: 123466.296875
Iteration 368Q: 38 clusters Score -1.041679e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115861 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4913 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90693 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22251 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 71704 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 33845 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25227 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36591 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101802 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167760.000000 Penalty: 123466.296875
Iteration 369Q: 38 clusters Score -1.041678e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115832 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11558 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4903 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90574 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22254 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 71825 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33847 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101830 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167816.000000 Penalty: 123466.296875
Iteration 370Q: 38 clusters Score -1.041678e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115807 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42483 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11557 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90443 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22255 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 71961 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 33847 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 36597 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101855 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167872.000000 Penalty: 123466.296875
Iteration 371Q: 38 clusters Score -1.041679e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115790 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90305 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22249 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 72107 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13903 members 
Mstep: Class 25 contains 36599 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101871 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167888.000000 Penalty: 123466.296875
Iteration 372Q: 38 clusters Score -1.041679e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115739 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 90141 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 22245 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 72293 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33847 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36597 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101917 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167776.000000 Penalty: 123466.296875
Iteration 373Q: 38 clusters Score -1.041678e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115720 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 89951 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 72472 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33848 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36596 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101962 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167816.000000 Penalty: 123466.296875
Iteration 374Q: 38 clusters Score -1.041678e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115723 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 89752 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22244 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15647 members 
Mstep: Class 18 contains 17736 members 
Mstep: Class 19 contains 72664 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36598 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101972 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167904.000000 Penalty: 123466.296875
Iteration 375Q: 38 clusters Score -1.041679e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115704 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42487 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 89551 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15647 members 
Mstep: Class 18 contains 17741 members 
Mstep: Class 19 contains 72853 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36603 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102007 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167952.000000 Penalty: 123466.296875
Iteration 376Q: 38 clusters Score -1.04168e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115690 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 89331 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22239 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15646 members 
Mstep: Class 18 contains 17744 members 
Mstep: Class 19 contains 73063 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25231 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36608 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102042 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168064.000000 Penalty: 123466.296875
Iteration 377Q: 38 clusters Score -1.041681e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115680 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 89099 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 73278 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33851 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 36608 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102073 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168152.000000 Penalty: 123466.296875
Iteration 378Q: 38 clusters Score -1.041682e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115658 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 88913 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22233 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 73489 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 33857 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13905 members 
Mstep: Class 25 contains 36606 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102092 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168392.000000 Penalty: 123466.296875
Iteration 379Q: 38 clusters Score -1.041684e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115633 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 88717 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 73733 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 33862 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25238 members 
Mstep: Class 24 contains 13905 members 
Mstep: Class 25 contains 36606 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102093 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168344.000000 Penalty: 123466.296875
Iteration 380F: 38 clusters Score -1.041683e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 115607 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42488 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4771 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 88530 members 
Mstep: Class 14 contains 14912 members 
Mstep: Class 15 contains 22229 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17729 members 
Mstep: Class 19 contains 73990 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 33864 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25238 members 
Mstep: Class 24 contains 13905 members 
Mstep: Class 25 contains 36611 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102083 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168480.000000 Penalty: 123466.296875
Iteration 381Q: 38 clusters Score -1.041685e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 115596 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11543 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4756 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 88348 members 
Mstep: Class 14 contains 14910 members 
Mstep: Class 15 contains 22223 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17724 members 
Mstep: Class 19 contains 74262 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 33862 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 36617 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102028 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 123466.296875
Iteration 382Q: 38 clusters Score -1.041686e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115568 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42492 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11543 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4744 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 88163 members 
Mstep: Class 14 contains 14913 members 
Mstep: Class 15 contains 22218 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 74509 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 33860 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25234 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102031 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168608.000000 Penalty: 123466.296875
Iteration 383Q: 38 clusters Score -1.041686e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115552 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4735 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 87947 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22223 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 74764 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33855 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 36614 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102032 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168520.000000 Penalty: 123466.296875
Iteration 384Q: 38 clusters Score -1.041685e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115507 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4724 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 87690 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22223 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 75030 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33853 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102083 members 
Mstep: Class 33 contains 1708 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168568.000000 Penalty: 123466.296875
Iteration 385Q: 38 clusters Score -1.041686e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115483 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 87408 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22227 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 75335 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33848 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102094 members 
Mstep: Class 33 contains 1709 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168592.000000 Penalty: 123466.296875
Iteration 386Q: 38 clusters Score -1.041686e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115480 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4708 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 87120 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22231 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17732 members 
Mstep: Class 19 contains 75623 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25237 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 36627 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102102 members 
Mstep: Class 33 contains 1711 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168480.000000 Penalty: 123466.296875
Iteration 387Q: 38 clusters Score -1.041685e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115482 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11540 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 86840 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22234 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 75921 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33844 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25236 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 36630 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102091 members 
Mstep: Class 33 contains 1713 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168536.000000 Penalty: 123466.296875
Iteration 388Q: 38 clusters Score -1.041685e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115504 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4679 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 86526 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22232 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 76242 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33833 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25241 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 36628 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102094 members 
Mstep: Class 33 contains 1714 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168456.000000 Penalty: 123466.296875
Iteration 389Q: 38 clusters Score -1.041685e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115515 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42502 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 86177 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22233 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17715 members 
Mstep: Class 19 contains 76584 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 33821 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25241 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 36633 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102121 members 
Mstep: Class 33 contains 1716 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168408.000000 Penalty: 123466.296875
Iteration 390Q: 38 clusters Score -1.041684e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115529 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4407 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 85790 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 76935 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 33815 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25247 members 
Mstep: Class 24 contains 13908 members 
Mstep: Class 25 contains 36632 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102150 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168240.000000 Penalty: 123466.296875
Iteration 391Q: 38 clusters Score -1.041682e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115541 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42503 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4645 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 85388 members 
Mstep: Class 14 contains 14930 members 
Mstep: Class 15 contains 22236 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 77287 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 13909 members 
Mstep: Class 25 contains 36631 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102187 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168280.000000 Penalty: 123466.296875
Iteration 392Q: 38 clusters Score -1.041683e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115563 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42501 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 84986 members 
Mstep: Class 14 contains 14932 members 
Mstep: Class 15 contains 22241 members 
Mstep: Class 16 contains 5239 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17713 members 
Mstep: Class 19 contains 77684 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 36631 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102169 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168352.000000 Penalty: 123466.296875
Iteration 393Q: 38 clusters Score -1.041684e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115562 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4413 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 84564 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 78082 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 33817 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25248 members 
Mstep: Class 24 contains 13911 members 
Mstep: Class 25 contains 36629 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102202 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 123466.296875
Iteration 394Q: 38 clusters Score -1.041685e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115574 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11550 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 84117 members 
Mstep: Class 14 contains 14925 members 
Mstep: Class 15 contains 22248 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 78509 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33812 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13913 members 
Mstep: Class 25 contains 36626 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102222 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168448.000000 Penalty: 123466.296875
Iteration 395Q: 38 clusters Score -1.041684e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115586 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42499 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11551 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 83679 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22253 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 78935 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33795 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102237 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168608.000000 Penalty: 123466.296875
Iteration 396Q: 38 clusters Score -1.041686e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115576 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11550 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 83207 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17714 members 
Mstep: Class 19 contains 79383 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25246 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36624 members 
Mstep: Class 26 contains 5097 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102285 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168752.000000 Penalty: 123466.296875
Iteration 397Q: 38 clusters Score -1.041688e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115551 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 82676 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 79869 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 33780 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25243 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36618 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102406 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168752.000000 Penalty: 123466.296875
Iteration 398Q: 38 clusters Score -1.041688e+08 nChanged 1434
Entering ConstructFrom: 
Score: -104168752.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (11243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Entering Unmasked Estep 
Score: -1742500.625000 Penalty: 2313.220215
	Iteration 0F: 2 clusters Score -1742501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1734039.125000 Penalty: 4626.440430
	Iteration 0F: 3 clusters Score -1734039 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1736502.625000 Penalty: 4626.440430
	Iteration 1F: 3 clusters Score -1736503 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1736785.000000 Penalty: 4626.440430
	Iteration 2F: 3 clusters Score -1736785 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1736981.750000 Penalty: 4626.440430
	Iteration 3Q: 3 clusters Score -1736982 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1737146.750000 Penalty: 4626.440430
	Iteration 4Q: 3 clusters Score -1737147 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1737277.250000 Penalty: 4626.440430
	Iteration 5Q: 3 clusters Score -1737277 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1737371.375000 Penalty: 4626.440430
	Iteration 6Q: 3 clusters Score -1737371 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1737455.750000 Penalty: 4626.440430
	Iteration 7Q: 3 clusters Score -1737456 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1737515.750000 Penalty: 4626.440430
	Iteration 8Q: 3 clusters Score -1737516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1737565.875000 Penalty: 4626.440430
	Iteration 9Q: 3 clusters Score -1737566 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1737614.500000 Penalty: 4626.440430
	Iteration 10Q: 3 clusters Score -1737614 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1737679.875000 Penalty: 4626.440430
	Iteration 11Q: 3 clusters Score -1737680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1737737.000000 Penalty: 4626.440430
	Iteration 12Q: 3 clusters Score -1737737 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1737793.000000 Penalty: 4626.440430
	Iteration 13Q: 3 clusters Score -1737793 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1737852.375000 Penalty: 4626.440430
	Iteration 14Q: 3 clusters Score -1737852 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1737916.000000 Penalty: 4626.440430
	Iteration 15Q: 3 clusters Score -1737916 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1737984.750000 Penalty: 4626.440430
	Iteration 16Q: 3 clusters Score -1737985 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1738066.500000 Penalty: 4626.440430
	Iteration 17Q: 3 clusters Score -1738066 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1738135.875000 Penalty: 4626.440430
	Iteration 18Q: 3 clusters Score -1738136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1738192.875000 Penalty: 4626.440430
	Iteration 19Q: 3 clusters Score -1738193 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1738272.375000 Penalty: 4626.440430
	Iteration 20F: 3 clusters Score -1738272 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1738325.250000 Penalty: 4626.440430
	Iteration 21Q: 3 clusters Score -1738325 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1738387.000000 Penalty: 4626.440430
	Iteration 22Q: 3 clusters Score -1738387 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1738440.500000 Penalty: 4626.440430
	Iteration 23Q: 3 clusters Score -1738440 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1738494.750000 Penalty: 4626.440430
	Iteration 24Q: 3 clusters Score -1738495 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1738561.875000 Penalty: 4626.440430
	Iteration 25Q: 3 clusters Score -1738562 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1738624.500000 Penalty: 4626.440430
	Iteration 26Q: 3 clusters Score -1738624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1738679.000000 Penalty: 4626.440430
	Iteration 27Q: 3 clusters Score -1738679 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1738748.125000 Penalty: 4626.440430
	Iteration 28Q: 3 clusters Score -1738748 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1738826.125000 Penalty: 4626.440430
	Iteration 29Q: 3 clusters Score -1738826 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1738876.625000 Penalty: 4626.440430
	Iteration 30Q: 3 clusters Score -1738877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1738925.750000 Penalty: 4626.440430
	Iteration 31Q: 3 clusters Score -1738926 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1738978.000000 Penalty: 4626.440430
	Iteration 32Q: 3 clusters Score -1738978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1739024.000000 Penalty: 4626.440430
	Iteration 33Q: 3 clusters Score -1739024 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1739074.375000 Penalty: 4626.440430
	Iteration 34Q: 3 clusters Score -1739074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1739096.625000 Penalty: 4626.440430
	Iteration 35Q: 3 clusters Score -1739097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1739130.875000 Penalty: 4626.440430
	Iteration 36Q: 3 clusters Score -1739131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1739148.625000 Penalty: 4626.440430
	Iteration 37Q: 3 clusters Score -1739149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1739178.125000 Penalty: 4626.440430
	Iteration 38Q: 3 clusters Score -1739178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1739197.750000 Penalty: 4626.440430
	Iteration 39Q: 3 clusters Score -1739198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1739218.000000 Penalty: 4626.440430
	Iteration 40F: 3 clusters Score -1739218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1739233.250000 Penalty: 4626.440430
	Iteration 41Q: 3 clusters Score -1739233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1739245.500000 Penalty: 4626.440430
	Iteration 42Q: 3 clusters Score -1739246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1739255.750000 Penalty: 4626.440430
	Iteration 43Q: 3 clusters Score -1739256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1739257.625000 Penalty: 4626.440430
	Iteration 44Q: 3 clusters Score -1739258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1739272.750000 Penalty: 4626.440430
	Iteration 45Q: 3 clusters Score -1739273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1739283.125000 Penalty: 4626.440430
	Iteration 46Q: 3 clusters Score -1739283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1739284.500000 Penalty: 4626.440430
	Iteration 47Q: 3 clusters Score -1739284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1739290.500000 Penalty: 4626.440430
	Iteration 48Q: 3 clusters Score -1739290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1739291.250000 Penalty: 4626.440430
	Iteration 49Q: 3 clusters Score -1739291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1739299.500000 Penalty: 4626.440430
	Iteration 50Q: 3 clusters Score -1739300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1739311.250000 Penalty: 4626.440430
	Iteration 51Q: 3 clusters Score -1739311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1739317.375000 Penalty: 4626.440430
	Iteration 52Q: 3 clusters Score -1739317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1739320.000000 Penalty: 4626.440430
	Iteration 53Q: 3 clusters Score -1739320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1739325.250000 Penalty: 4626.440430
	Iteration 54Q: 3 clusters Score -1739325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1739329.250000 Penalty: 4626.440430
	Iteration 55Q: 3 clusters Score -1739329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1739330.625000 Penalty: 4626.440430
	Iteration 56Q: 3 clusters Score -1739331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1739334.750000 Penalty: 4626.440430
	Iteration 57Q: 3 clusters Score -1739335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1739338.000000 Penalty: 4626.440430
	Iteration 58Q: 3 clusters Score -1739338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1739341.000000 Penalty: 4626.440430
	Iteration 59Q: 3 clusters Score -1739341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1739345.375000 Penalty: 4626.440430
	Iteration 60F: 3 clusters Score -1739345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1739352.375000 Penalty: 4626.440430
	Iteration 61Q: 3 clusters Score -1739352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1739351.375000 Penalty: 4626.440430
	Iteration 62Q: 3 clusters Score -1739351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1739358.250000 Penalty: 4626.440430
	Iteration 63Q: 3 clusters Score -1739358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1739358.250000 Penalty: 4626.440430
	Iteration 64Q: 3 clusters Score -1739358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1739360.875000 Penalty: 4626.440430
	Iteration 65Q: 3 clusters Score -1739361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1739363.875000 Penalty: 4626.440430
	Iteration 66Q: 3 clusters Score -1739364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1739371.000000 Penalty: 4626.440430
	Iteration 67Q: 3 clusters Score -1739371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1739370.625000 Penalty: 4626.440430
	Iteration 68Q: 3 clusters Score -1739371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1739373.000000 Penalty: 4626.440430
	Iteration 69Q: 3 clusters Score -1739373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1739374.125000 Penalty: 4626.440430
	Iteration 70Q: 3 clusters Score -1739374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1739373.750000 Penalty: 4626.440430
	Iteration 71Q: 3 clusters Score -1739374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1739378.375000 Penalty: 4626.440430
	Iteration 72Q: 3 clusters Score -1739378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1739378.375000 Penalty: 4626.440430
	Iteration 73Q: 3 clusters Score -1739378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1739379.750000 Penalty: 4626.440430
	Iteration 74Q: 3 clusters Score -1739380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1739383.125000 Penalty: 4626.440430
	Iteration 75Q: 3 clusters Score -1739383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1739381.000000 Penalty: 4626.440430
	Iteration 76Q: 3 clusters Score -1739381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1739380.875000 Penalty: 4626.440430
	Iteration 77Q: 3 clusters Score -1739381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1739381.000000 Penalty: 4626.440430
	Iteration 78Q: 3 clusters Score -1739381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1739384.125000 Penalty: 4626.440430
	Iteration 79Q: 3 clusters Score -1739384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1739383.500000 Penalty: 4626.440430
	Iteration 80F: 3 clusters Score -1739384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1739382.250000 Penalty: 4626.440430
	Iteration 81Q: 3 clusters Score -1739382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1739385.500000 Penalty: 4626.440430
	Iteration 82Q: 3 clusters Score -1739386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1739386.875000 Penalty: 4626.440430
	Iteration 83Q: 3 clusters Score -1739387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1739386.125000 Penalty: 4626.440430
	Iteration 84Q: 3 clusters Score -1739386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1739387.000000 Penalty: 4626.440430
	Iteration 85Q: 3 clusters Score -1739387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1739387.750000 Penalty: 4626.440430
	Iteration 86Q: 3 clusters Score -1739388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1739390.125000 Penalty: 4626.440430
	Iteration 87Q: 3 clusters Score -1739390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1739388.750000 Penalty: 4626.440430
	Iteration 88Q: 3 clusters Score -1739389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1739386.125000 Penalty: 4626.440430
	Iteration 89Q: 3 clusters Score -1739386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1739390.000000 Penalty: 4626.440430
	Iteration 90Q: 3 clusters Score -1739390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1739390.250000 Penalty: 4626.440430
	Iteration 91Q: 3 clusters Score -1739390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1739390.250000 Penalty: 4626.440430
	Iteration 92F: 3 clusters Score -1739390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -305179.093750 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -305179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -302577.312500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -302577.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -303033.281250 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -303033.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -303136.531250 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -303136.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303199.531250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -303199.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -303243.062500 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -303243.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303266.875000 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -303266.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -303295.406250 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -303295.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -303313.468750 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -303313.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303329.593750 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -303329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -303339.093750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -303339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -303342.562500 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -303342.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303347.656250 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -303347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -303349.718750 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -303349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -303351.125000 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -303351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -303352.718750 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -303352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -303355.343750 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -303355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303358.781250 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -303358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -303361.125000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -303361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303364.750000 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -303364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303367.031250 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -303367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -303367.968750 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -303368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -303368.968750 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -303369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -303370.125000 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -303370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303371.718750 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -303371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -303372.625000 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -303372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -303373.343750 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -303373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -303374.531250 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -303374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303376.062500 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -303376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -303378.031250 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -303378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -303380.187500 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -303380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -303380.906250 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -303380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -303382.781250 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -303382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303384.937500 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -303384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -303386.000000 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -303386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -303388.062500 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -303388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -303389.406250 Penalty: 3784.468018
	Iteration 35Q: 3 clusters Score -303389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303391.312500 Penalty: 3784.468018
	Iteration 36Q: 3 clusters Score -303391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303393.000000 Penalty: 3784.468018
	Iteration 37Q: 3 clusters Score -303393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -303394.968750 Penalty: 3784.468018
	Iteration 38Q: 3 clusters Score -303395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -303398.343750 Penalty: 3784.468018
	Iteration 39Q: 3 clusters Score -303398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -303403.000000 Penalty: 3784.468018
	Iteration 40F: 3 clusters Score -303403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303407.031250 Penalty: 3784.468018
	Iteration 41Q: 3 clusters Score -303407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303407.718750 Penalty: 3784.468018
	Iteration 42Q: 3 clusters Score -303407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303409.062500 Penalty: 3784.468018
	Iteration 43Q: 3 clusters Score -303409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303409.062500 Penalty: 3784.468018
	Iteration 44F: 3 clusters Score -303409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (115538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Entering Unmasked Estep 
Score: -17774970.000000 Penalty: 2891.023926
	Iteration 0F: 2 clusters Score -1.777497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -17698846.000000 Penalty: 5782.047852
	Iteration 0F: 3 clusters Score -1.769885e+07 nChanged 54850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -17730522.000000 Penalty: 5782.047852
	Iteration 1F: 3 clusters Score -1.773052e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -17731466.000000 Penalty: 5782.047852
	Iteration 2Q: 3 clusters Score -1.773147e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -17733022.000000 Penalty: 5782.047852
	Iteration 3Q: 3 clusters Score -1.773302e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -17735868.000000 Penalty: 5782.047852
	Iteration 4Q: 3 clusters Score -1.773587e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -17740910.000000 Penalty: 5782.047852
	Iteration 5F: 3 clusters Score -1.774091e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -17749458.000000 Penalty: 5782.047852
	Iteration 6F: 3 clusters Score -1.774946e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -17759960.000000 Penalty: 5782.047852
	Iteration 7F: 3 clusters Score -1.775996e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -17767602.000000 Penalty: 5782.047852
	Iteration 8F: 3 clusters Score -1.77676e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -17770932.000000 Penalty: 5782.047852
	Iteration 9Q: 3 clusters Score -1.777093e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -17771846.000000 Penalty: 5782.047852
	Iteration 10Q: 3 clusters Score -1.777185e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -17772126.000000 Penalty: 5782.047852
	Iteration 11Q: 3 clusters Score -1.777213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -17772208.000000 Penalty: 5782.047852
	Iteration 12Q: 3 clusters Score -1.777221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -17772246.000000 Penalty: 5782.047852
	Iteration 13Q: 3 clusters Score -1.777225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -17772292.000000 Penalty: 5782.047852
	Iteration 14Q: 3 clusters Score -1.777229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 115316 members 
Entering Unmasked Estep 
Score: -17772294.000000 Penalty: 5782.047852
	Iteration 15Q: 3 clusters Score -1.777229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -17772298.000000 Penalty: 5782.047852
	Iteration 16Q: 3 clusters Score -1.77723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -17772318.000000 Penalty: 5782.047852
	Iteration 17Q: 3 clusters Score -1.777232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -17772320.000000 Penalty: 5782.047852
	Iteration 18Q: 3 clusters Score -1.777232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -17772320.000000 Penalty: 5782.047852
	Iteration 19Q: 3 clusters Score -1.777232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115329 members 
Entering Unmasked Estep 
Score: -17772318.000000 Penalty: 5782.047852
	Iteration 20F: 3 clusters Score -1.777232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -17772330.000000 Penalty: 5782.047852
	Iteration 21Q: 3 clusters Score -1.777233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115328 members 
Entering Unmasked Estep 
Score: -17772330.000000 Penalty: 5782.047852
	Iteration 22F: 3 clusters Score -1.777233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17527.320312 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17527.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17676.873047 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17676.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17739.863281 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -17739.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17841.769531 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -17841.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17841.769531 Penalty: 2632.900635
	Iteration 4F: 3 clusters Score -17841.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Entering Unmasked Estep 
Score: -6531535.500000 Penalty: 2642.971191
	Iteration 0F: 2 clusters Score -6531536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -6502535.000000 Penalty: 5285.942383
	Iteration 0F: 3 clusters Score -6502535 nChanged 19580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -6513502.500000 Penalty: 5285.942383
	Iteration 1F: 3 clusters Score -6513502 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -6514097.500000 Penalty: 5285.942383
	Iteration 2Q: 3 clusters Score -6514098 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -6514798.000000 Penalty: 5285.942383
	Iteration 3Q: 3 clusters Score -6514798 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6515602.500000 Penalty: 5285.942383
	Iteration 4Q: 3 clusters Score -6515602 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6516577.500000 Penalty: 5285.942383
	Iteration 5Q: 3 clusters Score -6516578 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6517799.000000 Penalty: 5285.942383
	Iteration 6F: 3 clusters Score -6517799 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -6519584.500000 Penalty: 5285.942383
	Iteration 7F: 3 clusters Score -6519584 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6522228.000000 Penalty: 5285.942383
	Iteration 8F: 3 clusters Score -6522228 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -6524910.500000 Penalty: 5285.942383
	Iteration 9F: 3 clusters Score -6524910 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6526940.500000 Penalty: 5285.942383
	Iteration 10Q: 3 clusters Score -6526940 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -6528073.500000 Penalty: 5285.942383
	Iteration 11Q: 3 clusters Score -6528074 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6528689.500000 Penalty: 5285.942383
	Iteration 12Q: 3 clusters Score -6528690 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -6529065.500000 Penalty: 5285.942383
	Iteration 13Q: 3 clusters Score -6529066 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -6529309.500000 Penalty: 5285.942383
	Iteration 14Q: 3 clusters Score -6529310 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6529514.000000 Penalty: 5285.942383
	Iteration 15Q: 3 clusters Score -6529514 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6529691.500000 Penalty: 5285.942383
	Iteration 16Q: 3 clusters Score -6529692 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -6529874.000000 Penalty: 5285.942383
	Iteration 17Q: 3 clusters Score -6529874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -6529972.500000 Penalty: 5285.942383
	Iteration 18Q: 3 clusters Score -6529972 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -6530065.500000 Penalty: 5285.942383
	Iteration 19Q: 3 clusters Score -6530066 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -6530160.000000 Penalty: 5285.942383
	Iteration 20F: 3 clusters Score -6530160 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -6530215.000000 Penalty: 5285.942383
	Iteration 21Q: 3 clusters Score -6530215 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -6530287.500000 Penalty: 5285.942383
	Iteration 22Q: 3 clusters Score -6530288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -6530343.000000 Penalty: 5285.942383
	Iteration 23Q: 3 clusters Score -6530343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -6530367.000000 Penalty: 5285.942383
	Iteration 24Q: 3 clusters Score -6530367 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -6530406.500000 Penalty: 5285.942383
	Iteration 25Q: 3 clusters Score -6530406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -6530427.500000 Penalty: 5285.942383
	Iteration 26Q: 3 clusters Score -6530428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -6530436.500000 Penalty: 5285.942383
	Iteration 27Q: 3 clusters Score -6530436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6530448.500000 Penalty: 5285.942383
	Iteration 28Q: 3 clusters Score -6530448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -6530463.500000 Penalty: 5285.942383
	Iteration 29Q: 3 clusters Score -6530464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -6530499.500000 Penalty: 5285.942383
	Iteration 30Q: 3 clusters Score -6530500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -6530518.500000 Penalty: 5285.942383
	Iteration 31Q: 3 clusters Score -6530518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -6530540.500000 Penalty: 5285.942383
	Iteration 32Q: 3 clusters Score -6530540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -6530553.000000 Penalty: 5285.942383
	Iteration 33Q: 3 clusters Score -6530553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -6530569.500000 Penalty: 5285.942383
	Iteration 34Q: 3 clusters Score -6530570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -6530577.000000 Penalty: 5285.942383
	Iteration 35Q: 3 clusters Score -6530577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -6530567.500000 Penalty: 5285.942383
	Iteration 36Q: 3 clusters Score -6530568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -6530577.000000 Penalty: 5285.942383
	Iteration 37Q: 3 clusters Score -6530577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -6530586.500000 Penalty: 5285.942383
	Iteration 38Q: 3 clusters Score -6530586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -6530603.500000 Penalty: 5285.942383
	Iteration 39Q: 3 clusters Score -6530604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -6530601.000000 Penalty: 5285.942383
	Iteration 40F: 3 clusters Score -6530601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -6530605.500000 Penalty: 5285.942383
	Iteration 41Q: 3 clusters Score -6530606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -6530612.500000 Penalty: 5285.942383
	Iteration 42Q: 3 clusters Score -6530612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -6530617.000000 Penalty: 5285.942383
	Iteration 43Q: 3 clusters Score -6530617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -6530605.500000 Penalty: 5285.942383
	Iteration 44Q: 3 clusters Score -6530606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6530603.500000 Penalty: 5285.942383
	Iteration 45Q: 3 clusters Score -6530604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6530601.000000 Penalty: 5285.942383
	Iteration 46Q: 3 clusters Score -6530601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -6530598.000000 Penalty: 5285.942383
	Iteration 47Q: 3 clusters Score -6530598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -6530589.000000 Penalty: 5285.942383
	Iteration 48Q: 3 clusters Score -6530589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -6530600.000000 Penalty: 5285.942383
	Iteration 49Q: 3 clusters Score -6530600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -6530598.000000 Penalty: 5285.942383
	Iteration 50Q: 3 clusters Score -6530598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -6530606.500000 Penalty: 5285.942383
	Iteration 51Q: 3 clusters Score -6530606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -6530608.500000 Penalty: 5285.942383
	Iteration 52Q: 3 clusters Score -6530608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6530613.000000 Penalty: 5285.942383
	Iteration 53Q: 3 clusters Score -6530613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -6530607.000000 Penalty: 5285.942383
	Iteration 54Q: 3 clusters Score -6530607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -6530609.500000 Penalty: 5285.942383
	Iteration 55Q: 3 clusters Score -6530610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -6530609.500000 Penalty: 5285.942383
	Iteration 56F: 3 clusters Score -6530610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -323532.843750 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -323532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -320717.437500 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -320717.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -321233.437500 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -321233.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -321437.750000 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -321437.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -321594.281250 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -321594.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -321709.500000 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -321709.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -321800.062500 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -321800.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -321865.593750 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -321865.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321917.593750 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -321917.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -321966.375000 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -321966.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322005.281250 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -322005.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322055.937500 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -322055.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -322099.843750 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -322099.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -322143.906250 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -322143.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322183.562500 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -322183.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -322219.875000 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -322219.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -322257.656250 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -322257.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -322279.093750 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -322279.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -322314.343750 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -322314.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322351.000000 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -322351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -322385.468750 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -322385.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -322421.031250 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -322421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322463.000000 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -322463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -322517.937500 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -322517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322567.000000 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -322567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -322594.718750 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -322594.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -322624.343750 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -322624.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322670.500000 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -322670.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -322702.031250 Penalty: 3839.584961
	Iteration 27Q: 3 clusters Score -322702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -322721.343750 Penalty: 3839.584961
	Iteration 28Q: 3 clusters Score -322721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322740.625000 Penalty: 3839.584961
	Iteration 29Q: 3 clusters Score -322740.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -322763.750000 Penalty: 3839.584961
	Iteration 30Q: 3 clusters Score -322763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322779.812500 Penalty: 3839.584961
	Iteration 31Q: 3 clusters Score -322779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -322789.437500 Penalty: 3839.584961
	Iteration 32Q: 3 clusters Score -322789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -322800.812500 Penalty: 3839.584961
	Iteration 33Q: 3 clusters Score -322800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -322819.281250 Penalty: 3839.584961
	Iteration 34Q: 3 clusters Score -322819.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -322837.437500 Penalty: 3839.584961
	Iteration 35Q: 3 clusters Score -322837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322852.031250 Penalty: 3839.584961
	Iteration 36Q: 3 clusters Score -322852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -322866.562500 Penalty: 3839.584961
	Iteration 37Q: 3 clusters Score -322866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -322874.406250 Penalty: 3839.584961
	Iteration 38Q: 3 clusters Score -322874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -322877.062500 Penalty: 3839.584961
	Iteration 39Q: 3 clusters Score -322877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -322880.312500 Penalty: 3839.584961
	Iteration 40F: 3 clusters Score -322880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -322883.406250 Penalty: 3839.584961
	Iteration 41Q: 3 clusters Score -322883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -322889.656250 Penalty: 3839.584961
	Iteration 42Q: 3 clusters Score -322889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -322897.250000 Penalty: 3839.584961
	Iteration 43Q: 3 clusters Score -322897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -322907.406250 Penalty: 3839.584961
	Iteration 44Q: 3 clusters Score -322907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -322923.750000 Penalty: 3839.584961
	Iteration 45Q: 3 clusters Score -322923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -322934.218750 Penalty: 3839.584961
	Iteration 46Q: 3 clusters Score -322934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -322941.343750 Penalty: 3839.584961
	Iteration 47Q: 3 clusters Score -322941.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -322943.156250 Penalty: 3839.584961
	Iteration 48Q: 3 clusters Score -322943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -322945.625000 Penalty: 3839.584961
	Iteration 49Q: 3 clusters Score -322945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -322947.156250 Penalty: 3839.584961
	Iteration 50Q: 3 clusters Score -322947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -322947.406250 Penalty: 3839.584961
	Iteration 51Q: 3 clusters Score -322947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -322948.750000 Penalty: 3839.584961
	Iteration 52Q: 3 clusters Score -322948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -322948.375000 Penalty: 3839.584961
	Iteration 53Q: 3 clusters Score -322948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -322949.375000 Penalty: 3839.584961
	Iteration 54Q: 3 clusters Score -322949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -322949.906250 Penalty: 3839.584961
	Iteration 55Q: 3 clusters Score -322949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -322949.906250 Penalty: 3839.584961
	Iteration 56F: 3 clusters Score -322949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Entering Unmasked Estep 
Score: -1743407.250000 Penalty: 2319.836914
	Iteration 0F: 2 clusters Score -1743407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1734709.875000 Penalty: 4639.673828
	Iteration 0F: 3 clusters Score -1734710 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1737407.125000 Penalty: 4639.673828
	Iteration 1F: 3 clusters Score -1737407 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1737838.750000 Penalty: 4639.673828
	Iteration 2F: 3 clusters Score -1737839 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1738215.500000 Penalty: 4639.673828
	Iteration 3F: 3 clusters Score -1738216 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1738584.500000 Penalty: 4639.673828
	Iteration 4F: 3 clusters Score -1738584 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1738929.625000 Penalty: 4639.673828
	Iteration 5Q: 3 clusters Score -1738930 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1739267.750000 Penalty: 4639.673828
	Iteration 6Q: 3 clusters Score -1739268 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1739579.750000 Penalty: 4639.673828
	Iteration 7Q: 3 clusters Score -1739580 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1739921.375000 Penalty: 4639.673828
	Iteration 8Q: 3 clusters Score -1739921 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1740232.000000 Penalty: 4639.673828
	Iteration 9Q: 3 clusters Score -1740232 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1740516.625000 Penalty: 4639.673828
	Iteration 10Q: 3 clusters Score -1740517 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1740756.000000 Penalty: 4639.673828
	Iteration 11Q: 3 clusters Score -1740756 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1740965.750000 Penalty: 4639.673828
	Iteration 12Q: 3 clusters Score -1740966 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1741129.875000 Penalty: 4639.673828
	Iteration 13Q: 3 clusters Score -1741130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1741276.875000 Penalty: 4639.673828
	Iteration 14Q: 3 clusters Score -1741277 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1741381.375000 Penalty: 4639.673828
	Iteration 15Q: 3 clusters Score -1741381 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1741470.750000 Penalty: 4639.673828
	Iteration 16Q: 3 clusters Score -1741471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1741529.750000 Penalty: 4639.673828
	Iteration 17Q: 3 clusters Score -1741530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1741573.750000 Penalty: 4639.673828
	Iteration 18Q: 3 clusters Score -1741574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1741601.125000 Penalty: 4639.673828
	Iteration 19Q: 3 clusters Score -1741601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1741613.875000 Penalty: 4639.673828
	Iteration 20F: 3 clusters Score -1741614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1741624.375000 Penalty: 4639.673828
	Iteration 21Q: 3 clusters Score -1741624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1741637.750000 Penalty: 4639.673828
	Iteration 22Q: 3 clusters Score -1741638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1741641.750000 Penalty: 4639.673828
	Iteration 23Q: 3 clusters Score -1741642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1741646.875000 Penalty: 4639.673828
	Iteration 24Q: 3 clusters Score -1741647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1741654.500000 Penalty: 4639.673828
	Iteration 25Q: 3 clusters Score -1741654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1741657.375000 Penalty: 4639.673828
	Iteration 26Q: 3 clusters Score -1741657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1741662.625000 Penalty: 4639.673828
	Iteration 27Q: 3 clusters Score -1741663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1741664.375000 Penalty: 4639.673828
	Iteration 28Q: 3 clusters Score -1741664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1741669.125000 Penalty: 4639.673828
	Iteration 29Q: 3 clusters Score -1741669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1741669.875000 Penalty: 4639.673828
	Iteration 30Q: 3 clusters Score -1741670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1741668.250000 Penalty: 4639.673828
	Iteration 31Q: 3 clusters Score -1741668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1741673.250000 Penalty: 4639.673828
	Iteration 32Q: 3 clusters Score -1741673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1741675.000000 Penalty: 4639.673828
	Iteration 33Q: 3 clusters Score -1741675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1741674.250000 Penalty: 4639.673828
	Iteration 34Q: 3 clusters Score -1741674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1741676.000000 Penalty: 4639.673828
	Iteration 35Q: 3 clusters Score -1741676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1741675.875000 Penalty: 4639.673828
	Iteration 36Q: 3 clusters Score -1741676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1741677.750000 Penalty: 4639.673828
	Iteration 37Q: 3 clusters Score -1741678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1741677.750000 Penalty: 4639.673828
	Iteration 38Q: 3 clusters Score -1741678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1741680.875000 Penalty: 4639.673828
	Iteration 39Q: 3 clusters Score -1741681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1741682.000000 Penalty: 4639.673828
	Iteration 40F: 3 clusters Score -1741682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1741685.000000 Penalty: 4639.673828
	Iteration 41Q: 3 clusters Score -1741685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1741689.125000 Penalty: 4639.673828
	Iteration 42Q: 3 clusters Score -1741689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1741687.625000 Penalty: 4639.673828
	Iteration 43Q: 3 clusters Score -1741688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1741687.625000 Penalty: 4639.673828
	Iteration 44F: 3 clusters Score -1741688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Entering Unmasked Estep 
Score: -719156.437500 Penalty: 2107.051025
	Iteration 0F: 2 clusters Score -719156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -714676.312500 Penalty: 4214.102051
	Iteration 0F: 3 clusters Score -714676.3 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -715774.062500 Penalty: 4214.102051
	Iteration 1F: 3 clusters Score -715774.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -715997.125000 Penalty: 4214.102051
	Iteration 2F: 3 clusters Score -715997.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -716168.812500 Penalty: 4214.102051
	Iteration 3F: 3 clusters Score -716168.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -716328.062500 Penalty: 4214.102051
	Iteration 4Q: 3 clusters Score -716328.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -716500.250000 Penalty: 4214.102051
	Iteration 5Q: 3 clusters Score -716500.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -716688.125000 Penalty: 4214.102051
	Iteration 6Q: 3 clusters Score -716688.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -716880.125000 Penalty: 4214.102051
	Iteration 7Q: 3 clusters Score -716880.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -717120.750000 Penalty: 4214.102051
	Iteration 8Q: 3 clusters Score -717120.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -717429.875000 Penalty: 4214.102051
	Iteration 9Q: 3 clusters Score -717429.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -717732.875000 Penalty: 4214.102051
	Iteration 10F: 3 clusters Score -717732.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -718011.625000 Penalty: 4214.102051
	Iteration 11F: 3 clusters Score -718011.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -718190.312500 Penalty: 4214.102051
	Iteration 12Q: 3 clusters Score -718190.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -718323.875000 Penalty: 4214.102051
	Iteration 13Q: 3 clusters Score -718323.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -718387.812500 Penalty: 4214.102051
	Iteration 14Q: 3 clusters Score -718387.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -718420.812500 Penalty: 4214.102051
	Iteration 15Q: 3 clusters Score -718420.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -718439.375000 Penalty: 4214.102051
	Iteration 16Q: 3 clusters Score -718439.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -718454.375000 Penalty: 4214.102051
	Iteration 17Q: 3 clusters Score -718454.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -718461.625000 Penalty: 4214.102051
	Iteration 18Q: 3 clusters Score -718461.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -718470.937500 Penalty: 4214.102051
	Iteration 19Q: 3 clusters Score -718470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -718474.937500 Penalty: 4214.102051
	Iteration 20F: 3 clusters Score -718474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -718477.125000 Penalty: 4214.102051
	Iteration 21Q: 3 clusters Score -718477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -718479.312500 Penalty: 4214.102051
	Iteration 22Q: 3 clusters Score -718479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -718480.937500 Penalty: 4214.102051
	Iteration 23Q: 3 clusters Score -718480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -718482.875000 Penalty: 4214.102051
	Iteration 24Q: 3 clusters Score -718482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -718483.812500 Penalty: 4214.102051
	Iteration 25Q: 3 clusters Score -718483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -718484.437500 Penalty: 4214.102051
	Iteration 26Q: 3 clusters Score -718484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -718487.875000 Penalty: 4214.102051
	Iteration 27Q: 3 clusters Score -718487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -718488.937500 Penalty: 4214.102051
	Iteration 28Q: 3 clusters Score -718488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -718490.187500 Penalty: 4214.102051
	Iteration 29Q: 3 clusters Score -718490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -718490.500000 Penalty: 4214.102051
	Iteration 30Q: 3 clusters Score -718490.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -718490.500000 Penalty: 4214.102051
	Iteration 31F: 3 clusters Score -718490.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -695444.500000 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -695444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -691243.875000 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -691243.9 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -692252.625000 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -692252.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -692514.937500 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -692514.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -692692.937500 Penalty: 4174.139648
	Iteration 3F: 3 clusters Score -692692.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -692819.000000 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -692819 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -692920.312500 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -692920.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -692999.187500 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -692999.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -693054.187500 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -693054.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -693101.125000 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -693101.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -693147.687500 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -693147.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -693187.062500 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -693187.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -693228.687500 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -693228.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -693269.562500 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -693269.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -693308.687500 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -693308.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -693342.000000 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -693342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -693364.937500 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -693364.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -693387.062500 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -693387.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -693409.000000 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -693409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -693436.437500 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -693436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -693453.437500 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -693453.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -693479.562500 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -693479.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -693508.875000 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -693508.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -693534.687500 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -693534.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -693560.312500 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -693560.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -693576.750000 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -693576.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -693597.250000 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -693597.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -693617.625000 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -693617.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -693636.625000 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -693636.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -693661.875000 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -693661.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -693679.312500 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -693679.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -693691.125000 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -693691.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -693707.375000 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -693707.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -693724.937500 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -693724.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -693737.937500 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -693737.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -693751.375000 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -693751.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -693769.125000 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -693769.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -693786.562500 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -693786.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -693796.812500 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -693796.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -693806.500000 Penalty: 4174.139648
	Iteration 38Q: 3 clusters Score -693806.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -693814.875000 Penalty: 4174.139648
	Iteration 39Q: 3 clusters Score -693814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -693819.437500 Penalty: 4174.139648
	Iteration 40F: 3 clusters Score -693819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -693824.125000 Penalty: 4174.139648
	Iteration 41Q: 3 clusters Score -693824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -693829.375000 Penalty: 4174.139648
	Iteration 42Q: 3 clusters Score -693829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -693834.250000 Penalty: 4174.139648
	Iteration 43Q: 3 clusters Score -693834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -693837.687500 Penalty: 4174.139648
	Iteration 44Q: 3 clusters Score -693837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -693843.437500 Penalty: 4174.139648
	Iteration 45Q: 3 clusters Score -693843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -693848.562500 Penalty: 4174.139648
	Iteration 46Q: 3 clusters Score -693848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -693856.875000 Penalty: 4174.139648
	Iteration 47Q: 3 clusters Score -693856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -693862.812500 Penalty: 4174.139648
	Iteration 48Q: 3 clusters Score -693862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -693868.062500 Penalty: 4174.139648
	Iteration 49Q: 3 clusters Score -693868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -693869.312500 Penalty: 4174.139648
	Iteration 50Q: 3 clusters Score -693869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693871.437500 Penalty: 4174.139648
	Iteration 51Q: 3 clusters Score -693871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -693871.375000 Penalty: 4174.139648
	Iteration 52Q: 3 clusters Score -693871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -693872.125000 Penalty: 4174.139648
	Iteration 53Q: 3 clusters Score -693872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -693873.250000 Penalty: 4174.139648
	Iteration 54Q: 3 clusters Score -693873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -693873.312500 Penalty: 4174.139648
	Iteration 55Q: 3 clusters Score -693873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -693874.687500 Penalty: 4174.139648
	Iteration 56Q: 3 clusters Score -693874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693874.750000 Penalty: 4174.139648
	Iteration 57Q: 3 clusters Score -693874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -693876.250000 Penalty: 4174.139648
	Iteration 58Q: 3 clusters Score -693876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693874.812500 Penalty: 4174.139648
	Iteration 59Q: 3 clusters Score -693874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693874.812500 Penalty: 4174.139648
	Iteration 60F: 3 clusters Score -693874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -367775.500000 Penalty: 1931.167725
	Iteration 0F: 2 clusters Score -367775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -364894.593750 Penalty: 3862.335449
	Iteration 0F: 3 clusters Score -364894.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -365430.593750 Penalty: 3862.335449
	Iteration 1F: 3 clusters Score -365430.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -365581.750000 Penalty: 3862.335449
	Iteration 2F: 3 clusters Score -365581.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -365702.875000 Penalty: 3862.335449
	Iteration 3Q: 3 clusters Score -365702.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -365851.656250 Penalty: 3862.335449
	Iteration 4Q: 3 clusters Score -365851.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -366060.968750 Penalty: 3862.335449
	Iteration 5Q: 3 clusters Score -366061 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -366280.812500 Penalty: 3862.335449
	Iteration 6Q: 3 clusters Score -366280.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366444.843750 Penalty: 3862.335449
	Iteration 7F: 3 clusters Score -366444.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366576.500000 Penalty: 3862.335449
	Iteration 8F: 3 clusters Score -366576.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366672.437500 Penalty: 3862.335449
	Iteration 9Q: 3 clusters Score -366672.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -366753.718750 Penalty: 3862.335449
	Iteration 10Q: 3 clusters Score -366753.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -366814.125000 Penalty: 3862.335449
	Iteration 11Q: 3 clusters Score -366814.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -366869.406250 Penalty: 3862.335449
	Iteration 12Q: 3 clusters Score -366869.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366905.562500 Penalty: 3862.335449
	Iteration 13Q: 3 clusters Score -366905.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366925.093750 Penalty: 3862.335449
	Iteration 14Q: 3 clusters Score -366925.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -366945.906250 Penalty: 3862.335449
	Iteration 15Q: 3 clusters Score -366945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -366969.406250 Penalty: 3862.335449
	Iteration 16Q: 3 clusters Score -366969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -366990.125000 Penalty: 3862.335449
	Iteration 17Q: 3 clusters Score -366990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -367006.125000 Penalty: 3862.335449
	Iteration 18Q: 3 clusters Score -367006.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -367026.156250 Penalty: 3862.335449
	Iteration 19Q: 3 clusters Score -367026.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -367040.812500 Penalty: 3862.335449
	Iteration 20F: 3 clusters Score -367040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -367056.625000 Penalty: 3862.335449
	Iteration 21Q: 3 clusters Score -367056.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -367069.250000 Penalty: 3862.335449
	Iteration 22Q: 3 clusters Score -367069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -367080.500000 Penalty: 3862.335449
	Iteration 23Q: 3 clusters Score -367080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -367087.781250 Penalty: 3862.335449
	Iteration 24Q: 3 clusters Score -367087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -367095.062500 Penalty: 3862.335449
	Iteration 25Q: 3 clusters Score -367095.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -367099.750000 Penalty: 3862.335449
	Iteration 26Q: 3 clusters Score -367099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -367101.437500 Penalty: 3862.335449
	Iteration 27Q: 3 clusters Score -367101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367103.250000 Penalty: 3862.335449
	Iteration 28Q: 3 clusters Score -367103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -367105.375000 Penalty: 3862.335449
	Iteration 29Q: 3 clusters Score -367105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -367106.000000 Penalty: 3862.335449
	Iteration 30Q: 3 clusters Score -367106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -367106.531250 Penalty: 3862.335449
	Iteration 31Q: 3 clusters Score -367106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -367106.531250 Penalty: 3862.335449
	Iteration 32F: 3 clusters Score -367106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -641167.125000 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -641167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -637026.000000 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -637026 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -638000.812500 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -638000.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -638199.500000 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -638199.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -638316.000000 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -638316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -638389.000000 Penalty: 4163.708496
	Iteration 4Q: 3 clusters Score -638389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -638452.000000 Penalty: 4163.708496
	Iteration 5Q: 3 clusters Score -638452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -638488.687500 Penalty: 4163.708496
	Iteration 6Q: 3 clusters Score -638488.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -638520.250000 Penalty: 4163.708496
	Iteration 7Q: 3 clusters Score -638520.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -638542.000000 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -638542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -638569.500000 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -638569.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -638600.875000 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -638600.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -638640.062500 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -638640.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638679.687500 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -638679.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -638721.250000 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -638721.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -638761.000000 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -638761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -638805.687500 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -638805.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -638870.000000 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -638870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -638948.187500 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -638948.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -639033.937500 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -639033.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -639138.250000 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -639138.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -639237.687500 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -639237.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -639334.250000 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -639334.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -639426.875000 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -639426.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -639510.625000 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -639510.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -639577.312500 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -639577.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -639647.187500 Penalty: 4163.708496
	Iteration 25Q: 3 clusters Score -639647.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -639704.250000 Penalty: 4163.708496
	Iteration 26Q: 3 clusters Score -639704.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -639746.875000 Penalty: 4163.708496
	Iteration 27Q: 3 clusters Score -639746.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -639772.187500 Penalty: 4163.708496
	Iteration 28Q: 3 clusters Score -639772.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -639792.250000 Penalty: 4163.708496
	Iteration 29Q: 3 clusters Score -639792.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -639809.250000 Penalty: 4163.708496
	Iteration 30Q: 3 clusters Score -639809.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -639825.437500 Penalty: 4163.708496
	Iteration 31Q: 3 clusters Score -639825.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -639835.500000 Penalty: 4163.708496
	Iteration 32Q: 3 clusters Score -639835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -639842.812500 Penalty: 4163.708496
	Iteration 33Q: 3 clusters Score -639842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -639852.437500 Penalty: 4163.708496
	Iteration 34Q: 3 clusters Score -639852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -639856.187500 Penalty: 4163.708496
	Iteration 35Q: 3 clusters Score -639856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -639858.312500 Penalty: 4163.708496
	Iteration 36Q: 3 clusters Score -639858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -639861.625000 Penalty: 4163.708496
	Iteration 37Q: 3 clusters Score -639861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -639866.750000 Penalty: 4163.708496
	Iteration 38Q: 3 clusters Score -639866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -639873.500000 Penalty: 4163.708496
	Iteration 39Q: 3 clusters Score -639873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -639877.875000 Penalty: 4163.708496
	Iteration 40F: 3 clusters Score -639877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -639880.250000 Penalty: 4163.708496
	Iteration 41Q: 3 clusters Score -639880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -639887.875000 Penalty: 4163.708496
	Iteration 42Q: 3 clusters Score -639887.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -639893.687500 Penalty: 4163.708496
	Iteration 43Q: 3 clusters Score -639893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -639896.375000 Penalty: 4163.708496
	Iteration 44Q: 3 clusters Score -639896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -639898.625000 Penalty: 4163.708496
	Iteration 45Q: 3 clusters Score -639898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -639899.375000 Penalty: 4163.708496
	Iteration 46Q: 3 clusters Score -639899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -639901.250000 Penalty: 4163.708496
	Iteration 47Q: 3 clusters Score -639901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -639901.687500 Penalty: 4163.708496
	Iteration 48Q: 3 clusters Score -639901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -639901.687500 Penalty: 4163.708496
	Iteration 49F: 3 clusters Score -639901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -93567.835938 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -93567.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91967.195312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -91967.2 nChanged 238
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: -92635.835938 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -92635.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92937.367188 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -92937.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93123.023438 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -93123.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93320.421875 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -93320.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -93449.546875 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -93449.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93549.335938 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -93549.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93716.398438 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -93716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -93893.398438 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -93893.4 nChanged 8
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: -93938.203125 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -93938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -93969.406250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -93969.41 nChanged 2
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: -93976.234375 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -93976.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93991.046875 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -93991.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93995.867188 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -93995.87 nChanged 3
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: -94004.210938 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -94004.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -94012.968750 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -94012.97 nChanged 2
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: -94018.382812 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -94018.38 nChanged 0
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: -94018.382812 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -94018.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115538 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 621 members 
Mstep: Class 13 contains 82175 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 80382 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102434 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104167408.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104168752.000000 to -104167408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (82175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Entering Unmasked Estep 
Score: -12678188.000000 Penalty: 2806.518311
	Iteration 0F: 2 clusters Score -1.267819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -12623229.000000 Penalty: 5613.036621
	Iteration 0F: 3 clusters Score -1.262323e+07 nChanged 38633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -12645458.000000 Penalty: 5613.036621
	Iteration 1F: 3 clusters Score -1.264546e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -12646857.000000 Penalty: 5613.036621
	Iteration 2Q: 3 clusters Score -1.264686e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -12648834.000000 Penalty: 5613.036621
	Iteration 3F: 3 clusters Score -1.264883e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -12651696.000000 Penalty: 5613.036621
	Iteration 4F: 3 clusters Score -1.26517e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -12655457.000000 Penalty: 5613.036621
	Iteration 5F: 3 clusters Score -1.265546e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -12659758.000000 Penalty: 5613.036621
	Iteration 6F: 3 clusters Score -1.265976e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -12664326.000000 Penalty: 5613.036621
	Iteration 7F: 3 clusters Score -1.266433e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -12668187.000000 Penalty: 5613.036621
	Iteration 8F: 3 clusters Score -1.266819e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -12671153.000000 Penalty: 5613.036621
	Iteration 9Q: 3 clusters Score -1.267115e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -12673205.000000 Penalty: 5613.036621
	Iteration 10Q: 3 clusters Score -1.26732e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12674419.000000 Penalty: 5613.036621
	Iteration 11Q: 3 clusters Score -1.267442e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12675052.000000 Penalty: 5613.036621
	Iteration 12Q: 3 clusters Score -1.267505e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12675386.000000 Penalty: 5613.036621
	Iteration 13Q: 3 clusters Score -1.267539e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12675564.000000 Penalty: 5613.036621
	Iteration 14Q: 3 clusters Score -1.267556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12675673.000000 Penalty: 5613.036621
	Iteration 15Q: 3 clusters Score -1.267567e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -12675734.000000 Penalty: 5613.036621
	Iteration 16Q: 3 clusters Score -1.267573e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -12675770.000000 Penalty: 5613.036621
	Iteration 17Q: 3 clusters Score -1.267577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12675797.000000 Penalty: 5613.036621
	Iteration 18Q: 3 clusters Score -1.26758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12675830.000000 Penalty: 5613.036621
	Iteration 19Q: 3 clusters Score -1.267583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12675831.000000 Penalty: 5613.036621
	Iteration 20F: 3 clusters Score -1.267583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12675841.000000 Penalty: 5613.036621
	Iteration 21Q: 3 clusters Score -1.267584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12675846.000000 Penalty: 5613.036621
	Iteration 22Q: 3 clusters Score -1.267585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12675857.000000 Penalty: 5613.036621
	Iteration 23Q: 3 clusters Score -1.267586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12675848.000000 Penalty: 5613.036621
	Iteration 24Q: 3 clusters Score -1.267585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12675855.000000 Penalty: 5613.036621
	Iteration 25Q: 3 clusters Score -1.267586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12675851.000000 Penalty: 5613.036621
	Iteration 26Q: 3 clusters Score -1.267585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12675851.000000 Penalty: 5613.036621
	Iteration 27F: 3 clusters Score -1.267585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Entering Unmasked Estep 
Score: -2264255.750000 Penalty: 2383.326904
	Iteration 0F: 2 clusters Score -2264256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2253457.000000 Penalty: 4766.653809
	Iteration 0F: 3 clusters Score -2253457 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2256950.250000 Penalty: 4766.653809
	Iteration 1F: 3 clusters Score -2256950 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2257406.750000 Penalty: 4766.653809
	Iteration 2F: 3 clusters Score -2257407 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2257882.000000 Penalty: 4766.653809
	Iteration 3F: 3 clusters Score -2257882 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2258499.750000 Penalty: 4766.653809
	Iteration 4F: 3 clusters Score -2258500 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2259250.750000 Penalty: 4766.653809
	Iteration 5F: 3 clusters Score -2259251 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2260032.250000 Penalty: 4766.653809
	Iteration 6F: 3 clusters Score -2260032 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2260663.000000 Penalty: 4766.653809
	Iteration 7F: 3 clusters Score -2260663 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2261088.500000 Penalty: 4766.653809
	Iteration 8F: 3 clusters Score -2261088 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2261399.750000 Penalty: 4766.653809
	Iteration 9Q: 3 clusters Score -2261400 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2261632.250000 Penalty: 4766.653809
	Iteration 10Q: 3 clusters Score -2261632 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2261801.000000 Penalty: 4766.653809
	Iteration 11Q: 3 clusters Score -2261801 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2261931.750000 Penalty: 4766.653809
	Iteration 12Q: 3 clusters Score -2261932 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2262035.500000 Penalty: 4766.653809
	Iteration 13Q: 3 clusters Score -2262036 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2262114.500000 Penalty: 4766.653809
	Iteration 14Q: 3 clusters Score -2262114 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2262165.000000 Penalty: 4766.653809
	Iteration 15Q: 3 clusters Score -2262165 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2262215.750000 Penalty: 4766.653809
	Iteration 16Q: 3 clusters Score -2262216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2262234.500000 Penalty: 4766.653809
	Iteration 17Q: 3 clusters Score -2262234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2262261.750000 Penalty: 4766.653809
	Iteration 18Q: 3 clusters Score -2262262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2262296.500000 Penalty: 4766.653809
	Iteration 19Q: 3 clusters Score -2262296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2262320.500000 Penalty: 4766.653809
	Iteration 20F: 3 clusters Score -2262320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2262356.000000 Penalty: 4766.653809
	Iteration 21Q: 3 clusters Score -2262356 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2262403.000000 Penalty: 4766.653809
	Iteration 22Q: 3 clusters Score -2262403 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2262431.250000 Penalty: 4766.653809
	Iteration 23Q: 3 clusters Score -2262431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2262456.750000 Penalty: 4766.653809
	Iteration 24Q: 3 clusters Score -2262457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2262484.250000 Penalty: 4766.653809
	Iteration 25Q: 3 clusters Score -2262484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2262520.250000 Penalty: 4766.653809
	Iteration 26Q: 3 clusters Score -2262520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2262564.000000 Penalty: 4766.653809
	Iteration 27Q: 3 clusters Score -2262564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2262611.000000 Penalty: 4766.653809
	Iteration 28Q: 3 clusters Score -2262611 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2262664.750000 Penalty: 4766.653809
	Iteration 29Q: 3 clusters Score -2262665 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2262720.000000 Penalty: 4766.653809
	Iteration 30Q: 3 clusters Score -2262720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2262801.000000 Penalty: 4766.653809
	Iteration 31Q: 3 clusters Score -2262801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2262865.000000 Penalty: 4766.653809
	Iteration 32Q: 3 clusters Score -2262865 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2262941.750000 Penalty: 4766.653809
	Iteration 33Q: 3 clusters Score -2262942 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2263025.750000 Penalty: 4766.653809
	Iteration 34Q: 3 clusters Score -2263026 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2263124.000000 Penalty: 4766.653809
	Iteration 35Q: 3 clusters Score -2263124 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2263213.250000 Penalty: 4766.653809
	Iteration 36Q: 3 clusters Score -2263213 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2263292.750000 Penalty: 4766.653809
	Iteration 37Q: 3 clusters Score -2263293 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2263357.250000 Penalty: 4766.653809
	Iteration 38Q: 3 clusters Score -2263357 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2263427.000000 Penalty: 4766.653809
	Iteration 39Q: 3 clusters Score -2263427 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2263506.250000 Penalty: 4766.653809
	Iteration 40F: 3 clusters Score -2263506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2263586.250000 Penalty: 4766.653809
	Iteration 41Q: 3 clusters Score -2263586 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2263648.000000 Penalty: 4766.653809
	Iteration 42Q: 3 clusters Score -2263648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2263696.750000 Penalty: 4766.653809
	Iteration 43Q: 3 clusters Score -2263697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2263750.750000 Penalty: 4766.653809
	Iteration 44Q: 3 clusters Score -2263751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2263792.000000 Penalty: 4766.653809
	Iteration 45Q: 3 clusters Score -2263792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2263827.250000 Penalty: 4766.653809
	Iteration 46Q: 3 clusters Score -2263827 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2263859.250000 Penalty: 4766.653809
	Iteration 47Q: 3 clusters Score -2263859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2263886.250000 Penalty: 4766.653809
	Iteration 48Q: 3 clusters Score -2263886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2263908.250000 Penalty: 4766.653809
	Iteration 49Q: 3 clusters Score -2263908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2263930.500000 Penalty: 4766.653809
	Iteration 50Q: 3 clusters Score -2263930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2263955.000000 Penalty: 4766.653809
	Iteration 51Q: 3 clusters Score -2263955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2263963.500000 Penalty: 4766.653809
	Iteration 52Q: 3 clusters Score -2263964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2263982.000000 Penalty: 4766.653809
	Iteration 53Q: 3 clusters Score -2263982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2264000.250000 Penalty: 4766.653809
	Iteration 54Q: 3 clusters Score -2264000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2264005.250000 Penalty: 4766.653809
	Iteration 55Q: 3 clusters Score -2264005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2264013.000000 Penalty: 4766.653809
	Iteration 56Q: 3 clusters Score -2264013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2264020.250000 Penalty: 4766.653809
	Iteration 57Q: 3 clusters Score -2264020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2264027.750000 Penalty: 4766.653809
	Iteration 58Q: 3 clusters Score -2264028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2264027.000000 Penalty: 4766.653809
	Iteration 59Q: 3 clusters Score -2264027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2264026.250000 Penalty: 4766.653809
	Iteration 60F: 3 clusters Score -2264026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2264030.250000 Penalty: 4766.653809
	Iteration 61Q: 3 clusters Score -2264030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2264034.750000 Penalty: 4766.653809
	Iteration 62Q: 3 clusters Score -2264035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2264034.750000 Penalty: 4766.653809
	Iteration 63Q: 3 clusters Score -2264035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2264041.250000 Penalty: 4766.653809
	Iteration 64Q: 3 clusters Score -2264041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2264041.750000 Penalty: 4766.653809
	Iteration 65Q: 3 clusters Score -2264042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2264040.750000 Penalty: 4766.653809
	Iteration 66Q: 3 clusters Score -2264041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2264045.500000 Penalty: 4766.653809
	Iteration 67Q: 3 clusters Score -2264046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2264046.250000 Penalty: 4766.653809
	Iteration 68Q: 3 clusters Score -2264046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2264047.500000 Penalty: 4766.653809
	Iteration 69Q: 3 clusters Score -2264048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2264047.000000 Penalty: 4766.653809
	Iteration 70Q: 3 clusters Score -2264047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2264048.500000 Penalty: 4766.653809
	Iteration 71Q: 3 clusters Score -2264048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2264047.000000 Penalty: 4766.653809
	Iteration 72Q: 3 clusters Score -2264047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2264045.750000 Penalty: 4766.653809
	Iteration 73Q: 3 clusters Score -2264046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2264049.250000 Penalty: 4766.653809
	Iteration 74Q: 3 clusters Score -2264049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2264048.250000 Penalty: 4766.653809
	Iteration 75Q: 3 clusters Score -2264048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2264050.000000 Penalty: 4766.653809
	Iteration 76Q: 3 clusters Score -2264050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2264050.000000 Penalty: 4766.653809
	Iteration 77F: 3 clusters Score -2264050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Entering Unmasked Estep 
Score: -3213352.250000 Penalty: 2482.682617
	Iteration 0F: 2 clusters Score -3213352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3197778.250000 Penalty: 4965.365234
	Iteration 0F: 3 clusters Score -3197778 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3203576.750000 Penalty: 4965.365234
	Iteration 1F: 3 clusters Score -3203577 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3204526.750000 Penalty: 4965.365234
	Iteration 2F: 3 clusters Score -3204527 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3205631.500000 Penalty: 4965.365234
	Iteration 3F: 3 clusters Score -3205632 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3206758.250000 Penalty: 4965.365234
	Iteration 4F: 3 clusters Score -3206758 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3207727.250000 Penalty: 4965.365234
	Iteration 5F: 3 clusters Score -3207727 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3208432.500000 Penalty: 4965.365234
	Iteration 6F: 3 clusters Score -3208432 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3208956.250000 Penalty: 4965.365234
	Iteration 7Q: 3 clusters Score -3208956 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3209337.250000 Penalty: 4965.365234
	Iteration 8Q: 3 clusters Score -3209337 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3209631.250000 Penalty: 4965.365234
	Iteration 9Q: 3 clusters Score -3209631 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3209926.750000 Penalty: 4965.365234
	Iteration 10Q: 3 clusters Score -3209927 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3210178.500000 Penalty: 4965.365234
	Iteration 11Q: 3 clusters Score -3210178 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3210437.000000 Penalty: 4965.365234
	Iteration 12Q: 3 clusters Score -3210437 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3210660.250000 Penalty: 4965.365234
	Iteration 13Q: 3 clusters Score -3210660 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3210911.000000 Penalty: 4965.365234
	Iteration 14Q: 3 clusters Score -3210911 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3211172.250000 Penalty: 4965.365234
	Iteration 15Q: 3 clusters Score -3211172 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3211344.250000 Penalty: 4965.365234
	Iteration 16Q: 3 clusters Score -3211344 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3211510.250000 Penalty: 4965.365234
	Iteration 17Q: 3 clusters Score -3211510 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3211643.500000 Penalty: 4965.365234
	Iteration 18Q: 3 clusters Score -3211644 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3211746.250000 Penalty: 4965.365234
	Iteration 19Q: 3 clusters Score -3211746 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3211837.750000 Penalty: 4965.365234
	Iteration 20F: 3 clusters Score -3211838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3211910.000000 Penalty: 4965.365234
	Iteration 21Q: 3 clusters Score -3211910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3211960.000000 Penalty: 4965.365234
	Iteration 22Q: 3 clusters Score -3211960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3211995.750000 Penalty: 4965.365234
	Iteration 23Q: 3 clusters Score -3211996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3212022.500000 Penalty: 4965.365234
	Iteration 24Q: 3 clusters Score -3212022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3212044.500000 Penalty: 4965.365234
	Iteration 25Q: 3 clusters Score -3212044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3212049.750000 Penalty: 4965.365234
	Iteration 26Q: 3 clusters Score -3212050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3212071.750000 Penalty: 4965.365234
	Iteration 27Q: 3 clusters Score -3212072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3212080.750000 Penalty: 4965.365234
	Iteration 28Q: 3 clusters Score -3212081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3212093.250000 Penalty: 4965.365234
	Iteration 29Q: 3 clusters Score -3212093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3212105.250000 Penalty: 4965.365234
	Iteration 30Q: 3 clusters Score -3212105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3212112.750000 Penalty: 4965.365234
	Iteration 31Q: 3 clusters Score -3212113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3212123.750000 Penalty: 4965.365234
	Iteration 32Q: 3 clusters Score -3212124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3212124.500000 Penalty: 4965.365234
	Iteration 33Q: 3 clusters Score -3212124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3212129.500000 Penalty: 4965.365234
	Iteration 34Q: 3 clusters Score -3212130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3212125.250000 Penalty: 4965.365234
	Iteration 35Q: 3 clusters Score -3212125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3212139.000000 Penalty: 4965.365234
	Iteration 36Q: 3 clusters Score -3212139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3212138.500000 Penalty: 4965.365234
	Iteration 37Q: 3 clusters Score -3212138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3212142.750000 Penalty: 4965.365234
	Iteration 38Q: 3 clusters Score -3212143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3212148.250000 Penalty: 4965.365234
	Iteration 39Q: 3 clusters Score -3212148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3212156.250000 Penalty: 4965.365234
	Iteration 40F: 3 clusters Score -3212156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3212160.250000 Penalty: 4965.365234
	Iteration 41Q: 3 clusters Score -3212160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3212163.750000 Penalty: 4965.365234
	Iteration 42Q: 3 clusters Score -3212164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3212161.000000 Penalty: 4965.365234
	Iteration 43Q: 3 clusters Score -3212161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3212162.250000 Penalty: 4965.365234
	Iteration 44Q: 3 clusters Score -3212162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3212162.250000 Penalty: 4965.365234
	Iteration 45F: 3 clusters Score -3212162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -781563.062500 Penalty: 2123.938232
	Iteration 0F: 2 clusters Score -781563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -776928.500000 Penalty: 4247.876465
	Iteration 0F: 3 clusters Score -776928.5 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -778074.687500 Penalty: 4247.876465
	Iteration 1F: 3 clusters Score -778074.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -778275.937500 Penalty: 4247.876465
	Iteration 2F: 3 clusters Score -778275.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -778390.500000 Penalty: 4247.876465
	Iteration 3Q: 3 clusters Score -778390.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -778470.625000 Penalty: 4247.876465
	Iteration 4Q: 3 clusters Score -778470.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -778540.750000 Penalty: 4247.876465
	Iteration 5Q: 3 clusters Score -778540.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -778590.312500 Penalty: 4247.876465
	Iteration 6Q: 3 clusters Score -778590.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -778633.000000 Penalty: 4247.876465
	Iteration 7Q: 3 clusters Score -778633 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -778670.875000 Penalty: 4247.876465
	Iteration 8Q: 3 clusters Score -778670.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -778706.125000 Penalty: 4247.876465
	Iteration 9Q: 3 clusters Score -778706.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -778734.562500 Penalty: 4247.876465
	Iteration 10Q: 3 clusters Score -778734.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -778764.875000 Penalty: 4247.876465
	Iteration 11Q: 3 clusters Score -778764.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -778793.187500 Penalty: 4247.876465
	Iteration 12Q: 3 clusters Score -778793.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -778834.125000 Penalty: 4247.876465
	Iteration 13Q: 3 clusters Score -778834.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -778872.250000 Penalty: 4247.876465
	Iteration 14Q: 3 clusters Score -778872.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -778928.062500 Penalty: 4247.876465
	Iteration 15Q: 3 clusters Score -778928.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -778976.625000 Penalty: 4247.876465
	Iteration 16Q: 3 clusters Score -778976.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -779020.687500 Penalty: 4247.876465
	Iteration 17Q: 3 clusters Score -779020.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -779066.500000 Penalty: 4247.876465
	Iteration 18Q: 3 clusters Score -779066.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -779112.250000 Penalty: 4247.876465
	Iteration 19Q: 3 clusters Score -779112.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -779160.875000 Penalty: 4247.876465
	Iteration 20F: 3 clusters Score -779160.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -779213.312500 Penalty: 4247.876465
	Iteration 21Q: 3 clusters Score -779213.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -779274.062500 Penalty: 4247.876465
	Iteration 22Q: 3 clusters Score -779274.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -779335.437500 Penalty: 4247.876465
	Iteration 23Q: 3 clusters Score -779335.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -779400.937500 Penalty: 4247.876465
	Iteration 24Q: 3 clusters Score -779400.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -779457.500000 Penalty: 4247.876465
	Iteration 25Q: 3 clusters Score -779457.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -779521.937500 Penalty: 4247.876465
	Iteration 26Q: 3 clusters Score -779521.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -779585.937500 Penalty: 4247.876465
	Iteration 27Q: 3 clusters Score -779585.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -779643.000000 Penalty: 4247.876465
	Iteration 28Q: 3 clusters Score -779643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -779702.812500 Penalty: 4247.876465
	Iteration 29Q: 3 clusters Score -779702.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -779749.937500 Penalty: 4247.876465
	Iteration 30Q: 3 clusters Score -779749.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -779795.062500 Penalty: 4247.876465
	Iteration 31Q: 3 clusters Score -779795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -779831.250000 Penalty: 4247.876465
	Iteration 32Q: 3 clusters Score -779831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -779867.187500 Penalty: 4247.876465
	Iteration 33Q: 3 clusters Score -779867.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -779896.500000 Penalty: 4247.876465
	Iteration 34Q: 3 clusters Score -779896.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -779934.812500 Penalty: 4247.876465
	Iteration 35Q: 3 clusters Score -779934.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -779987.062500 Penalty: 4247.876465
	Iteration 36Q: 3 clusters Score -779987.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -780036.187500 Penalty: 4247.876465
	Iteration 37Q: 3 clusters Score -780036.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -780098.375000 Penalty: 4247.876465
	Iteration 38Q: 3 clusters Score -780098.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -780194.437500 Penalty: 4247.876465
	Iteration 39Q: 3 clusters Score -780194.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -780361.250000 Penalty: 4247.876465
	Iteration 40F: 3 clusters Score -780361.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -780569.625000 Penalty: 4247.876465
	Iteration 41Q: 3 clusters Score -780569.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -780701.312500 Penalty: 4247.876465
	Iteration 42Q: 3 clusters Score -780701.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -780774.187500 Penalty: 4247.876465
	Iteration 43Q: 3 clusters Score -780774.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -780806.375000 Penalty: 4247.876465
	Iteration 44Q: 3 clusters Score -780806.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -780844.250000 Penalty: 4247.876465
	Iteration 45Q: 3 clusters Score -780844.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -780870.687500 Penalty: 4247.876465
	Iteration 46Q: 3 clusters Score -780870.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -780881.687500 Penalty: 4247.876465
	Iteration 47Q: 3 clusters Score -780881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -780889.000000 Penalty: 4247.876465
	Iteration 48Q: 3 clusters Score -780889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -780891.875000 Penalty: 4247.876465
	Iteration 49Q: 3 clusters Score -780891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -780892.062500 Penalty: 4247.876465
	Iteration 50Q: 3 clusters Score -780892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -780894.125000 Penalty: 4247.876465
	Iteration 51Q: 3 clusters Score -780894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -780894.187500 Penalty: 4247.876465
	Iteration 52F: 3 clusters Score -780894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -780895.812500 Penalty: 4247.876465
	Iteration 53Q: 3 clusters Score -780895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -780895.812500 Penalty: 4247.876465
	Iteration 54F: 3 clusters Score -780895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Entering Unmasked Estep 
Score: -2360091.750000 Penalty: 2395.145020
	Iteration 0F: 2 clusters Score -2360092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2348866.750000 Penalty: 4790.290039
	Iteration 0F: 3 clusters Score -2348867 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2352624.750000 Penalty: 4790.290039
	Iteration 1F: 3 clusters Score -2352625 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2353278.000000 Penalty: 4790.290039
	Iteration 2F: 3 clusters Score -2353278 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2354027.000000 Penalty: 4790.290039
	Iteration 3F: 3 clusters Score -2354027 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2354713.750000 Penalty: 4790.290039
	Iteration 4F: 3 clusters Score -2354714 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2355375.500000 Penalty: 4790.290039
	Iteration 5F: 3 clusters Score -2355376 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2355962.500000 Penalty: 4790.290039
	Iteration 6F: 3 clusters Score -2355962 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2356371.000000 Penalty: 4790.290039
	Iteration 7Q: 3 clusters Score -2356371 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2356759.000000 Penalty: 4790.290039
	Iteration 8Q: 3 clusters Score -2356759 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2357118.750000 Penalty: 4790.290039
	Iteration 9Q: 3 clusters Score -2357119 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2357428.500000 Penalty: 4790.290039
	Iteration 10Q: 3 clusters Score -2357428 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2357758.500000 Penalty: 4790.290039
	Iteration 11Q: 3 clusters Score -2357758 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2358080.750000 Penalty: 4790.290039
	Iteration 12Q: 3 clusters Score -2358081 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2358392.250000 Penalty: 4790.290039
	Iteration 13Q: 3 clusters Score -2358392 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2358670.000000 Penalty: 4790.290039
	Iteration 14Q: 3 clusters Score -2358670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2358905.250000 Penalty: 4790.290039
	Iteration 15Q: 3 clusters Score -2358905 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2359105.250000 Penalty: 4790.290039
	Iteration 16Q: 3 clusters Score -2359105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2359250.500000 Penalty: 4790.290039
	Iteration 17Q: 3 clusters Score -2359250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2359317.000000 Penalty: 4790.290039
	Iteration 18Q: 3 clusters Score -2359317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2359353.500000 Penalty: 4790.290039
	Iteration 19Q: 3 clusters Score -2359354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2359389.500000 Penalty: 4790.290039
	Iteration 20F: 3 clusters Score -2359390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2359396.500000 Penalty: 4790.290039
	Iteration 21Q: 3 clusters Score -2359396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2359412.750000 Penalty: 4790.290039
	Iteration 22Q: 3 clusters Score -2359413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2359423.750000 Penalty: 4790.290039
	Iteration 23Q: 3 clusters Score -2359424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2359437.000000 Penalty: 4790.290039
	Iteration 24Q: 3 clusters Score -2359437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2359458.750000 Penalty: 4790.290039
	Iteration 25Q: 3 clusters Score -2359459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2359486.250000 Penalty: 4790.290039
	Iteration 26Q: 3 clusters Score -2359486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2359530.500000 Penalty: 4790.290039
	Iteration 27Q: 3 clusters Score -2359530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2359574.000000 Penalty: 4790.290039
	Iteration 28Q: 3 clusters Score -2359574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2359647.750000 Penalty: 4790.290039
	Iteration 29Q: 3 clusters Score -2359648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2359724.000000 Penalty: 4790.290039
	Iteration 30Q: 3 clusters Score -2359724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2359753.000000 Penalty: 4790.290039
	Iteration 31Q: 3 clusters Score -2359753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2359769.750000 Penalty: 4790.290039
	Iteration 32Q: 3 clusters Score -2359770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2359769.750000 Penalty: 4790.290039
	Iteration 33Q: 3 clusters Score -2359770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2359777.250000 Penalty: 4790.290039
	Iteration 34Q: 3 clusters Score -2359777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2359777.500000 Penalty: 4790.290039
	Iteration 35Q: 3 clusters Score -2359778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2359781.250000 Penalty: 4790.290039
	Iteration 36Q: 3 clusters Score -2359781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2359780.000000 Penalty: 4790.290039
	Iteration 37Q: 3 clusters Score -2359780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2359780.000000 Penalty: 4790.290039
	Iteration 38F: 3 clusters Score -2359780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Entering Unmasked Estep 
Score: -2712017.000000 Penalty: 2425.991455
	Iteration 0F: 2 clusters Score -2712017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2699462.250000 Penalty: 4851.982910
	Iteration 0F: 3 clusters Score -2699462 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2703657.000000 Penalty: 4851.982910
	Iteration 1F: 3 clusters Score -2703657 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2703945.000000 Penalty: 4851.982910
	Iteration 2Q: 3 clusters Score -2703945 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2704148.500000 Penalty: 4851.982910
	Iteration 3Q: 3 clusters Score -2704148 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2704329.250000 Penalty: 4851.982910
	Iteration 4Q: 3 clusters Score -2704329 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2704521.000000 Penalty: 4851.982910
	Iteration 5Q: 3 clusters Score -2704521 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2704715.500000 Penalty: 4851.982910
	Iteration 6Q: 3 clusters Score -2704716 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2704973.500000 Penalty: 4851.982910
	Iteration 7Q: 3 clusters Score -2704974 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2705334.000000 Penalty: 4851.982910
	Iteration 8Q: 3 clusters Score -2705334 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2705785.750000 Penalty: 4851.982910
	Iteration 9Q: 3 clusters Score -2705786 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2706450.250000 Penalty: 4851.982910
	Iteration 10F: 3 clusters Score -2706450 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2707217.000000 Penalty: 4851.982910
	Iteration 11F: 3 clusters Score -2707217 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2708016.750000 Penalty: 4851.982910
	Iteration 12F: 3 clusters Score -2708017 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2708773.750000 Penalty: 4851.982910
	Iteration 13Q: 3 clusters Score -2708774 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2709272.500000 Penalty: 4851.982910
	Iteration 14Q: 3 clusters Score -2709272 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2709605.250000 Penalty: 4851.982910
	Iteration 15Q: 3 clusters Score -2709605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2709758.750000 Penalty: 4851.982910
	Iteration 16Q: 3 clusters Score -2709759 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2709866.750000 Penalty: 4851.982910
	Iteration 17Q: 3 clusters Score -2709867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2709915.500000 Penalty: 4851.982910
	Iteration 18Q: 3 clusters Score -2709916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2709948.000000 Penalty: 4851.982910
	Iteration 19Q: 3 clusters Score -2709948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2709964.750000 Penalty: 4851.982910
	Iteration 20F: 3 clusters Score -2709965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2709982.750000 Penalty: 4851.982910
	Iteration 21Q: 3 clusters Score -2709983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2709984.500000 Penalty: 4851.982910
	Iteration 22Q: 3 clusters Score -2709984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2709986.250000 Penalty: 4851.982910
	Iteration 23Q: 3 clusters Score -2709986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2709986.750000 Penalty: 4851.982910
	Iteration 24Q: 3 clusters Score -2709987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2709989.500000 Penalty: 4851.982910
	Iteration 25Q: 3 clusters Score -2709990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2709996.750000 Penalty: 4851.982910
	Iteration 26Q: 3 clusters Score -2709997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2709999.000000 Penalty: 4851.982910
	Iteration 27Q: 3 clusters Score -2709999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2709999.000000 Penalty: 4851.982910
	Iteration 28Q: 3 clusters Score -2709999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2709999.500000 Penalty: 4851.982910
	Iteration 29Q: 3 clusters Score -2710000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2709998.000000 Penalty: 4851.982910
	Iteration 30Q: 3 clusters Score -2709998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2710000.500000 Penalty: 4851.982910
	Iteration 31Q: 3 clusters Score -2710000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2710006.500000 Penalty: 4851.982910
	Iteration 32Q: 3 clusters Score -2710006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2710005.750000 Penalty: 4851.982910
	Iteration 33Q: 3 clusters Score -2710006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2710009.250000 Penalty: 4851.982910
	Iteration 34Q: 3 clusters Score -2710009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2710009.250000 Penalty: 4851.982910
	Iteration 35F: 3 clusters Score -2710009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Entering Unmasked Estep 
Score: -12433372.000000 Penalty: 2801.047119
	Iteration 0F: 2 clusters Score -1.243337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -12379567.000000 Penalty: 5602.094238
	Iteration 0F: 3 clusters Score -1.237957e+07 nChanged 37756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -12401348.000000 Penalty: 5602.094238
	Iteration 1F: 3 clusters Score -1.240135e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -12402710.000000 Penalty: 5602.094238
	Iteration 2Q: 3 clusters Score -1.240271e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -12404536.000000 Penalty: 5602.094238
	Iteration 3Q: 3 clusters Score -1.240454e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -12406702.000000 Penalty: 5602.094238
	Iteration 4F: 3 clusters Score -1.24067e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -12409336.000000 Penalty: 5602.094238
	Iteration 5F: 3 clusters Score -1.240934e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -12412561.000000 Penalty: 5602.094238
	Iteration 6F: 3 clusters Score -1.241256e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -12416223.000000 Penalty: 5602.094238
	Iteration 7F: 3 clusters Score -1.241622e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -12419426.000000 Penalty: 5602.094238
	Iteration 8F: 3 clusters Score -1.241943e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -12421144.000000 Penalty: 5602.094238
	Iteration 9Q: 3 clusters Score -1.242114e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -12421979.000000 Penalty: 5602.094238
	Iteration 10Q: 3 clusters Score -1.242198e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -12422622.000000 Penalty: 5602.094238
	Iteration 11Q: 3 clusters Score -1.242262e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -12423351.000000 Penalty: 5602.094238
	Iteration 12Q: 3 clusters Score -1.242335e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -12423932.000000 Penalty: 5602.094238
	Iteration 13Q: 3 clusters Score -1.242393e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -12424662.000000 Penalty: 5602.094238
	Iteration 14Q: 3 clusters Score -1.242466e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -12425392.000000 Penalty: 5602.094238
	Iteration 15Q: 3 clusters Score -1.242539e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -12425968.000000 Penalty: 5602.094238
	Iteration 16Q: 3 clusters Score -1.242597e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -12426590.000000 Penalty: 5602.094238
	Iteration 17Q: 3 clusters Score -1.242659e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -12427095.000000 Penalty: 5602.094238
	Iteration 18Q: 3 clusters Score -1.24271e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -12427483.000000 Penalty: 5602.094238
	Iteration 19Q: 3 clusters Score -1.242748e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -12427734.000000 Penalty: 5602.094238
	Iteration 20F: 3 clusters Score -1.242773e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -12427951.000000 Penalty: 5602.094238
	Iteration 21Q: 3 clusters Score -1.242795e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -12428123.000000 Penalty: 5602.094238
	Iteration 22Q: 3 clusters Score -1.242812e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -12428282.000000 Penalty: 5602.094238
	Iteration 23Q: 3 clusters Score -1.242828e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -12428420.000000 Penalty: 5602.094238
	Iteration 24Q: 3 clusters Score -1.242842e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -12428540.000000 Penalty: 5602.094238
	Iteration 25Q: 3 clusters Score -1.242854e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -12428658.000000 Penalty: 5602.094238
	Iteration 26Q: 3 clusters Score -1.242866e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -12428822.000000 Penalty: 5602.094238
	Iteration 27Q: 3 clusters Score -1.242882e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -12428881.000000 Penalty: 5602.094238
	Iteration 28Q: 3 clusters Score -1.242888e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -12428981.000000 Penalty: 5602.094238
	Iteration 29Q: 3 clusters Score -1.242898e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -12429090.000000 Penalty: 5602.094238
	Iteration 30Q: 3 clusters Score -1.242909e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -12429206.000000 Penalty: 5602.094238
	Iteration 31Q: 3 clusters Score -1.242921e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -12429299.000000 Penalty: 5602.094238
	Iteration 32Q: 3 clusters Score -1.24293e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -12429388.000000 Penalty: 5602.094238
	Iteration 33Q: 3 clusters Score -1.242939e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -12429593.000000 Penalty: 5602.094238
	Iteration 34Q: 3 clusters Score -1.242959e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -12429677.000000 Penalty: 5602.094238
	Iteration 35Q: 3 clusters Score -1.242968e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -12429747.000000 Penalty: 5602.094238
	Iteration 36Q: 3 clusters Score -1.242975e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -12429900.000000 Penalty: 5602.094238
	Iteration 37Q: 3 clusters Score -1.24299e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -12430043.000000 Penalty: 5602.094238
	Iteration 38Q: 3 clusters Score -1.243004e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -12430137.000000 Penalty: 5602.094238
	Iteration 39Q: 3 clusters Score -1.243014e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -12430223.000000 Penalty: 5602.094238
	Iteration 40F: 3 clusters Score -1.243022e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -12430285.000000 Penalty: 5602.094238
	Iteration 41Q: 3 clusters Score -1.243028e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -12430414.000000 Penalty: 5602.094238
	Iteration 42Q: 3 clusters Score -1.243041e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -12430462.000000 Penalty: 5602.094238
	Iteration 43Q: 3 clusters Score -1.243046e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -12430598.000000 Penalty: 5602.094238
	Iteration 44Q: 3 clusters Score -1.24306e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -12430660.000000 Penalty: 5602.094238
	Iteration 45Q: 3 clusters Score -1.243066e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -12430718.000000 Penalty: 5602.094238
	Iteration 46Q: 3 clusters Score -1.243072e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -12430784.000000 Penalty: 5602.094238
	Iteration 47Q: 3 clusters Score -1.243078e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -12430856.000000 Penalty: 5602.094238
	Iteration 48Q: 3 clusters Score -1.243086e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -12430859.000000 Penalty: 5602.094238
	Iteration 49Q: 3 clusters Score -1.243086e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -12430908.000000 Penalty: 5602.094238
	Iteration 50Q: 3 clusters Score -1.243091e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -12430931.000000 Penalty: 5602.094238
	Iteration 51Q: 3 clusters Score -1.243093e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73780 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -12430975.000000 Penalty: 5602.094238
	Iteration 52Q: 3 clusters Score -1.243098e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -12431022.000000 Penalty: 5602.094238
	Iteration 53Q: 3 clusters Score -1.243102e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -12431079.000000 Penalty: 5602.094238
	Iteration 54Q: 3 clusters Score -1.243108e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -12431073.000000 Penalty: 5602.094238
	Iteration 55Q: 3 clusters Score -1.243107e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -12431114.000000 Penalty: 5602.094238
	Iteration 56Q: 3 clusters Score -1.243111e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -12431127.000000 Penalty: 5602.094238
	Iteration 57Q: 3 clusters Score -1.243113e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -12431141.000000 Penalty: 5602.094238
	Iteration 58Q: 3 clusters Score -1.243114e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -12431159.000000 Penalty: 5602.094238
	Iteration 59Q: 3 clusters Score -1.243116e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -12431184.000000 Penalty: 5602.094238
	Iteration 60F: 3 clusters Score -1.243118e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -12431210.000000 Penalty: 5602.094238
	Iteration 61Q: 3 clusters Score -1.243121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -12431212.000000 Penalty: 5602.094238
	Iteration 62Q: 3 clusters Score -1.243121e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -12431211.000000 Penalty: 5602.094238
	Iteration 63Q: 3 clusters Score -1.243121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -12431205.000000 Penalty: 5602.094238
	Iteration 64Q: 3 clusters Score -1.24312e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -12431243.000000 Penalty: 5602.094238
	Iteration 65Q: 3 clusters Score -1.243124e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -12431248.000000 Penalty: 5602.094238
	Iteration 66Q: 3 clusters Score -1.243125e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -12431286.000000 Penalty: 5602.094238
	Iteration 67Q: 3 clusters Score -1.243129e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -12431288.000000 Penalty: 5602.094238
	Iteration 68Q: 3 clusters Score -1.243129e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -12431313.000000 Penalty: 5602.094238
	Iteration 69Q: 3 clusters Score -1.243131e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -12431326.000000 Penalty: 5602.094238
	Iteration 70Q: 3 clusters Score -1.243133e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -12431308.000000 Penalty: 5602.094238
	Iteration 71Q: 3 clusters Score -1.243131e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -12431324.000000 Penalty: 5602.094238
	Iteration 72Q: 3 clusters Score -1.243132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -12431360.000000 Penalty: 5602.094238
	Iteration 73Q: 3 clusters Score -1.243136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -12431362.000000 Penalty: 5602.094238
	Iteration 74Q: 3 clusters Score -1.243136e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -12431383.000000 Penalty: 5602.094238
	Iteration 75Q: 3 clusters Score -1.243138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -12431399.000000 Penalty: 5602.094238
	Iteration 76Q: 3 clusters Score -1.24314e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -12431397.000000 Penalty: 5602.094238
	Iteration 77Q: 3 clusters Score -1.24314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -12431400.000000 Penalty: 5602.094238
	Iteration 78Q: 3 clusters Score -1.24314e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -12431399.000000 Penalty: 5602.094238
	Iteration 79Q: 3 clusters Score -1.24314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76737 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12431430.000000 Penalty: 5602.094238
	Iteration 80F: 3 clusters Score -1.243143e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -12431422.000000 Penalty: 5602.094238
	Iteration 81Q: 3 clusters Score -1.243142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -12431419.000000 Penalty: 5602.094238
	Iteration 82Q: 3 clusters Score -1.243142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -12431409.000000 Penalty: 5602.094238
	Iteration 83Q: 3 clusters Score -1.243141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -12431427.000000 Penalty: 5602.094238
	Iteration 84Q: 3 clusters Score -1.243143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -12431425.000000 Penalty: 5602.094238
	Iteration 85Q: 3 clusters Score -1.243142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -12431444.000000 Penalty: 5602.094238
	Iteration 86Q: 3 clusters Score -1.243144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -12431454.000000 Penalty: 5602.094238
	Iteration 87Q: 3 clusters Score -1.243145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -12431457.000000 Penalty: 5602.094238
	Iteration 88Q: 3 clusters Score -1.243146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -12431450.000000 Penalty: 5602.094238
	Iteration 89Q: 3 clusters Score -1.243145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -12431452.000000 Penalty: 5602.094238
	Iteration 90Q: 3 clusters Score -1.243145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77098 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -12431450.000000 Penalty: 5602.094238
	Iteration 91Q: 3 clusters Score -1.243145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -12431456.000000 Penalty: 5602.094238
	Iteration 92Q: 3 clusters Score -1.243146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -12431465.000000 Penalty: 5602.094238
	Iteration 93Q: 3 clusters Score -1.243146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12431468.000000 Penalty: 5602.094238
	Iteration 94Q: 3 clusters Score -1.243147e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12431461.000000 Penalty: 5602.094238
	Iteration 95Q: 3 clusters Score -1.243146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -12431437.000000 Penalty: 5602.094238
	Iteration 96Q: 3 clusters Score -1.243144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12431465.000000 Penalty: 5602.094238
	Iteration 97Q: 3 clusters Score -1.243146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -12431463.000000 Penalty: 5602.094238
	Iteration 98Q: 3 clusters Score -1.243146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77240 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -12431470.000000 Penalty: 5602.094238
	Iteration 99Q: 3 clusters Score -1.243147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -12431458.000000 Penalty: 5602.094238
	Iteration 100F: 3 clusters Score -1.243146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12431460.000000 Penalty: 5602.094238
	Iteration 101Q: 3 clusters Score -1.243146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -12431460.000000 Penalty: 5602.094238
	Iteration 102F: 3 clusters Score -1.243146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -372040.812500 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -372040.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -369061.468750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -369061.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -369634.156250 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -369634.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369774.468750 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -369774.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -369860.187500 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -369860.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -369910.125000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -369910.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -369954.468750 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -369954.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -369986.406250 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -369986.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -370016.000000 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -370016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -370036.937500 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -370036.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -370046.750000 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -370046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370056.812500 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -370056.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -370065.406250 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -370065.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370074.437500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -370074.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370084.906250 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -370084.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -370088.375000 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -370088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -370091.062500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -370091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370092.875000 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -370092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -370096.312500 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -370096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -370099.031250 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -370099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -370102.750000 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -370102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -370106.250000 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -370106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -370112.906250 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -370112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -370116.312500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -370116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370120.156250 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -370120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -370124.125000 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -370124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -370129.875000 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -370129.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370134.468750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -370134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370135.156250 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -370135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370136.781250 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -370136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -370138.062500 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -370138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370140.656250 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -370140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -370143.375000 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -370143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -370146.156250 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -370146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -370148.406250 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -370148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370148.593750 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -370148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370148.593750 Penalty: 3890.743408
	Iteration 35F: 3 clusters Score -370148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Entering Unmasked Estep 
Score: -5103890.500000 Penalty: 2586.013916
	Iteration 0F: 2 clusters Score -5103890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5080861.500000 Penalty: 5172.027832
	Iteration 0F: 3 clusters Score -5080862 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5089140.500000 Penalty: 5172.027832
	Iteration 1F: 3 clusters Score -5089140 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5089590.000000 Penalty: 5172.027832
	Iteration 2Q: 3 clusters Score -5089590 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5090033.500000 Penalty: 5172.027832
	Iteration 3Q: 3 clusters Score -5090034 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5090670.000000 Penalty: 5172.027832
	Iteration 4Q: 3 clusters Score -5090670 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5091458.500000 Penalty: 5172.027832
	Iteration 5Q: 3 clusters Score -5091458 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5092703.500000 Penalty: 5172.027832
	Iteration 6F: 3 clusters Score -5092704 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5094518.500000 Penalty: 5172.027832
	Iteration 7F: 3 clusters Score -5094518 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -5096720.000000 Penalty: 5172.027832
	Iteration 8F: 3 clusters Score -5096720 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5098758.500000 Penalty: 5172.027832
	Iteration 9F: 3 clusters Score -5098758 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5100134.500000 Penalty: 5172.027832
	Iteration 10Q: 3 clusters Score -5100134 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -5100918.000000 Penalty: 5172.027832
	Iteration 11Q: 3 clusters Score -5100918 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5101351.000000 Penalty: 5172.027832
	Iteration 12Q: 3 clusters Score -5101351 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -5101604.500000 Penalty: 5172.027832
	Iteration 13Q: 3 clusters Score -5101604 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -5101765.500000 Penalty: 5172.027832
	Iteration 14Q: 3 clusters Score -5101766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5101854.500000 Penalty: 5172.027832
	Iteration 15Q: 3 clusters Score -5101854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5101925.000000 Penalty: 5172.027832
	Iteration 16Q: 3 clusters Score -5101925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -5101963.000000 Penalty: 5172.027832
	Iteration 17Q: 3 clusters Score -5101963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -5101992.000000 Penalty: 5172.027832
	Iteration 18Q: 3 clusters Score -5101992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5102009.500000 Penalty: 5172.027832
	Iteration 19Q: 3 clusters Score -5102010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -5102023.000000 Penalty: 5172.027832
	Iteration 20F: 3 clusters Score -5102023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -5102049.000000 Penalty: 5172.027832
	Iteration 21Q: 3 clusters Score -5102049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5102067.500000 Penalty: 5172.027832
	Iteration 22Q: 3 clusters Score -5102068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5102071.500000 Penalty: 5172.027832
	Iteration 23Q: 3 clusters Score -5102072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5102078.000000 Penalty: 5172.027832
	Iteration 24Q: 3 clusters Score -5102078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5102077.500000 Penalty: 5172.027832
	Iteration 25Q: 3 clusters Score -5102078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -5102083.500000 Penalty: 5172.027832
	Iteration 26Q: 3 clusters Score -5102084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5102092.500000 Penalty: 5172.027832
	Iteration 27Q: 3 clusters Score -5102092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5102096.000000 Penalty: 5172.027832
	Iteration 28Q: 3 clusters Score -5102096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -5102103.000000 Penalty: 5172.027832
	Iteration 29Q: 3 clusters Score -5102103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5102100.500000 Penalty: 5172.027832
	Iteration 30Q: 3 clusters Score -5102100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5102100.500000 Penalty: 5172.027832
	Iteration 31F: 3 clusters Score -5102100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48629.839844 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48629.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48790.683594 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48790.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -48890.691406 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -48890.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48946.574219 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48946.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -48987.878906 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48987.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -49011.687500 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -49011.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49025.937500 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -49025.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49027.695312 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -49027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49030.976562 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -49030.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49030.976562 Penalty: 2923.623779
	Iteration 9F: 3 clusters Score -49030.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Entering Unmasked Estep 
Score: -3828355.250000 Penalty: 2513.822998
	Iteration 0F: 2 clusters Score -3828355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3810866 nChanged 11268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3817052 nChanged 1198
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Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3817482 nChanged 1069
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Mstep: Class 1 contains 12671 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12521 members 
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Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3818556 nChanged 751
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	Iteration 7Q: 3 clusters Score -3818767 nChanged 679
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Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3818959 nChanged 659
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Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3819169 nChanged 692
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Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3819390 nChanged 700
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Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3819621 nChanged 741
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Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3819895 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3820200 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3820546 nChanged 820
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Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3820982 nChanged 880
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3821450 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3821818 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3822060 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3822231 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3822350 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3822410 nChanged 289
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Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3822501 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3822556 nChanged 250
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Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3822616 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3822674 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3822736 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3822814.500000 Penalty: 5027.645996
	Iteration 27Q: 3 clusters Score -3822814 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7820 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3822904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3822984 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3823094 nChanged 348
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Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3823220 nChanged 358
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Mstep: Class 1 contains 6743 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3823364 nChanged 395
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Mstep: Class 1 contains 6440 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3823531 nChanged 415
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Mstep: Class 1 contains 6137 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3823719 nChanged 424
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Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3823922 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3824114 nChanged 420
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Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3824318 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3824515.500000 Penalty: 5027.645996
	Iteration 38Q: 3 clusters Score -3824516 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3824729 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3824918.750000 Penalty: 5027.645996
	Iteration 40F: 3 clusters Score -3824919 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3825089 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3825237.000000 Penalty: 5027.645996
	Iteration 42Q: 3 clusters Score -3825237 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3825376 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3825490 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3825608 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3825739.500000 Penalty: 5027.645996
	Iteration 46Q: 3 clusters Score -3825740 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3825834 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3825919 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3825988 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3826037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3826064.500000 Penalty: 5027.645996
	Iteration 51Q: 3 clusters Score -3826064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3826092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3826117.500000 Penalty: 5027.645996
	Iteration 53Q: 3 clusters Score -3826118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -3826139.500000 Penalty: 5027.645996
	Iteration 54Q: 3 clusters Score -3826140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3826152.000000 Penalty: 5027.645996
	Iteration 55Q: 3 clusters Score -3826152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3826161.000000 Penalty: 5027.645996
	Iteration 56Q: 3 clusters Score -3826161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3826164.250000 Penalty: 5027.645996
	Iteration 57Q: 3 clusters Score -3826164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3826184.250000 Penalty: 5027.645996
	Iteration 58Q: 3 clusters Score -3826184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3826193.750000 Penalty: 5027.645996
	Iteration 59Q: 3 clusters Score -3826194 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3826206.750000 Penalty: 5027.645996
	Iteration 60F: 3 clusters Score -3826207 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3826216.000000 Penalty: 5027.645996
	Iteration 61Q: 3 clusters Score -3826216 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3826228 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3826235.750000 Penalty: 5027.645996
	Iteration 63Q: 3 clusters Score -3826236 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3826249.500000 Penalty: 5027.645996
	Iteration 64Q: 3 clusters Score -3826250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3826255.000000 Penalty: 5027.645996
	Iteration 65Q: 3 clusters Score -3826255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3826266.500000 Penalty: 5027.645996
	Iteration 66Q: 3 clusters Score -3826266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3826263.000000 Penalty: 5027.645996
	Iteration 67Q: 3 clusters Score -3826263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3826269.000000 Penalty: 5027.645996
	Iteration 68Q: 3 clusters Score -3826269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3826274.250000 Penalty: 5027.645996
	Iteration 69Q: 3 clusters Score -3826274 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3826281.500000 Penalty: 5027.645996
	Iteration 70Q: 3 clusters Score -3826282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3826281.500000 Penalty: 5027.645996
	Iteration 71Q: 3 clusters Score -3826282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3826277.250000 Penalty: 5027.645996
	Iteration 72Q: 3 clusters Score -3826277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3826278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3826285.750000 Penalty: 5027.645996
	Iteration 74Q: 3 clusters Score -3826286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3826285.500000 Penalty: 5027.645996
	Iteration 75Q: 3 clusters Score -3826286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3826287.000000 Penalty: 5027.645996
	Iteration 76Q: 3 clusters Score -3826287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3826291.000000 Penalty: 5027.645996
	Iteration 77Q: 3 clusters Score -3826291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3826287.500000 Penalty: 5027.645996
	Iteration 78Q: 3 clusters Score -3826288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3826292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3826288.500000 Penalty: 5027.645996
	Iteration 80F: 3 clusters Score -3826288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3826289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3826292.000000 Penalty: 5027.645996
	Iteration 82Q: 3 clusters Score -3826292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3826289.750000 Penalty: 5027.645996
	Iteration 83Q: 3 clusters Score -3826290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3826293.500000 Penalty: 5027.645996
	Iteration 84Q: 3 clusters Score -3826294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3826292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3826291 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
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	Iteration 87F: 3 clusters Score -3826291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1954064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6920 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1943847 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1947236.375000 Penalty: 4732.162598
	Iteration 1F: 3 clusters Score -1947236 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1947849 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1948465.500000 Penalty: 4732.162598
	Iteration 3F: 3 clusters Score -1948466 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1949060.000000 Penalty: 4732.162598
	Iteration 4F: 3 clusters Score -1949060 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1949533.500000 Penalty: 4732.162598
	Iteration 5F: 3 clusters Score -1949534 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1949941.500000 Penalty: 4732.162598
	Iteration 6F: 3 clusters Score -1949942 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1950223.500000 Penalty: 4732.162598
	Iteration 7Q: 3 clusters Score -1950224 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1950460.500000 Penalty: 4732.162598
	Iteration 8Q: 3 clusters Score -1950460 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1950641.375000 Penalty: 4732.162598
	Iteration 9Q: 3 clusters Score -1950641 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1950797.250000 Penalty: 4732.162598
	Iteration 10Q: 3 clusters Score -1950797 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1950911.250000 Penalty: 4732.162598
	Iteration 11Q: 3 clusters Score -1950911 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1950993.625000 Penalty: 4732.162598
	Iteration 12Q: 3 clusters Score -1950994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1951072.500000 Penalty: 4732.162598
	Iteration 13Q: 3 clusters Score -1951072 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1951135.000000 Penalty: 4732.162598
	Iteration 14Q: 3 clusters Score -1951135 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1951181.500000 Penalty: 4732.162598
	Iteration 15Q: 3 clusters Score -1951182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1951230.500000 Penalty: 4732.162598
	Iteration 16Q: 3 clusters Score -1951230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1951260.125000 Penalty: 4732.162598
	Iteration 17Q: 3 clusters Score -1951260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1951298.500000 Penalty: 4732.162598
	Iteration 18Q: 3 clusters Score -1951298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1951340.000000 Penalty: 4732.162598
	Iteration 19Q: 3 clusters Score -1951340 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1951393.625000 Penalty: 4732.162598
	Iteration 20F: 3 clusters Score -1951394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1951456.625000 Penalty: 4732.162598
	Iteration 21Q: 3 clusters Score -1951457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1951508.125000 Penalty: 4732.162598
	Iteration 22Q: 3 clusters Score -1951508 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1951568.375000 Penalty: 4732.162598
	Iteration 23Q: 3 clusters Score -1951568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1951615.000000 Penalty: 4732.162598
	Iteration 24Q: 3 clusters Score -1951615 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1951673.000000 Penalty: 4732.162598
	Iteration 25Q: 3 clusters Score -1951673 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1951719.000000 Penalty: 4732.162598
	Iteration 26Q: 3 clusters Score -1951719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1951780.875000 Penalty: 4732.162598
	Iteration 27Q: 3 clusters Score -1951781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1951835.625000 Penalty: 4732.162598
	Iteration 28Q: 3 clusters Score -1951836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1951898.250000 Penalty: 4732.162598
	Iteration 29Q: 3 clusters Score -1951898 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1951957.625000 Penalty: 4732.162598
	Iteration 30Q: 3 clusters Score -1951958 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1952031.750000 Penalty: 4732.162598
	Iteration 31Q: 3 clusters Score -1952032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1952102.750000 Penalty: 4732.162598
	Iteration 32Q: 3 clusters Score -1952103 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1952177.500000 Penalty: 4732.162598
	Iteration 33Q: 3 clusters Score -1952178 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1952238.375000 Penalty: 4732.162598
	Iteration 34Q: 3 clusters Score -1952238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1952302.500000 Penalty: 4732.162598
	Iteration 35Q: 3 clusters Score -1952302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1952374.500000 Penalty: 4732.162598
	Iteration 36Q: 3 clusters Score -1952374 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1952440.000000 Penalty: 4732.162598
	Iteration 37Q: 3 clusters Score -1952440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1952522.875000 Penalty: 4732.162598
	Iteration 38Q: 3 clusters Score -1952523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1952586.000000 Penalty: 4732.162598
	Iteration 39Q: 3 clusters Score -1952586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1952631.000000 Penalty: 4732.162598
	Iteration 40F: 3 clusters Score -1952631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1952683.000000 Penalty: 4732.162598
	Iteration 41Q: 3 clusters Score -1952683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1952708.500000 Penalty: 4732.162598
	Iteration 42Q: 3 clusters Score -1952708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1952723.125000 Penalty: 4732.162598
	Iteration 43Q: 3 clusters Score -1952723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1952734.000000 Penalty: 4732.162598
	Iteration 44Q: 3 clusters Score -1952734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1952750.625000 Penalty: 4732.162598
	Iteration 45Q: 3 clusters Score -1952751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1952762.625000 Penalty: 4732.162598
	Iteration 46Q: 3 clusters Score -1952763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1952775.000000 Penalty: 4732.162598
	Iteration 47Q: 3 clusters Score -1952775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1952785.000000 Penalty: 4732.162598
	Iteration 48Q: 3 clusters Score -1952785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1952788.250000 Penalty: 4732.162598
	Iteration 49Q: 3 clusters Score -1952788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1952792.125000 Penalty: 4732.162598
	Iteration 50Q: 3 clusters Score -1952792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1952792.875000 Penalty: 4732.162598
	Iteration 51Q: 3 clusters Score -1952793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1952797.750000 Penalty: 4732.162598
	Iteration 52Q: 3 clusters Score -1952798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1952807.625000 Penalty: 4732.162598
	Iteration 53Q: 3 clusters Score -1952808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1952814.375000 Penalty: 4732.162598
	Iteration 54Q: 3 clusters Score -1952814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1952815.000000 Penalty: 4732.162598
	Iteration 55Q: 3 clusters Score -1952815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1952820.750000 Penalty: 4732.162598
	Iteration 56Q: 3 clusters Score -1952821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1952820.875000 Penalty: 4732.162598
	Iteration 57Q: 3 clusters Score -1952821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1952822.000000 Penalty: 4732.162598
	Iteration 58Q: 3 clusters Score -1952822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1952826.875000 Penalty: 4732.162598
	Iteration 59Q: 3 clusters Score -1952827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1952824.500000 Penalty: 4732.162598
	Iteration 60F: 3 clusters Score -1952824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1952823.875000 Penalty: 4732.162598
	Iteration 61Q: 3 clusters Score -1952824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1952830.500000 Penalty: 4732.162598
	Iteration 62Q: 3 clusters Score -1952830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1952831.875000 Penalty: 4732.162598
	Iteration 63Q: 3 clusters Score -1952832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1952832.125000 Penalty: 4732.162598
	Iteration 64Q: 3 clusters Score -1952832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1952835.625000 Penalty: 4732.162598
	Iteration 65Q: 3 clusters Score -1952836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1952841.000000 Penalty: 4732.162598
	Iteration 66Q: 3 clusters Score -1952841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1952838.125000 Penalty: 4732.162598
	Iteration 67Q: 3 clusters Score -1952838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1952840.250000 Penalty: 4732.162598
	Iteration 68Q: 3 clusters Score -1952840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1952842.375000 Penalty: 4732.162598
	Iteration 69Q: 3 clusters Score -1952842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1952844.000000 Penalty: 4732.162598
	Iteration 70Q: 3 clusters Score -1952844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1952844.000000 Penalty: 4732.162598
	Iteration 71F: 3 clusters Score -1952844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Entering Unmasked Estep 
Score: -5547073.000000 Penalty: 2606.063965
	Iteration 0F: 2 clusters Score -5547073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -5522373.500000 Penalty: 5212.127930
	Iteration 0F: 3 clusters Score -5522374 nChanged 16570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5531542.500000 Penalty: 5212.127930
	Iteration 1F: 3 clusters Score -5531542 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5532268.000000 Penalty: 5212.127930
	Iteration 2F: 3 clusters Score -5532268 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5533197.000000 Penalty: 5212.127930
	Iteration 3F: 3 clusters Score -5533197 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5534337.000000 Penalty: 5212.127930
	Iteration 4F: 3 clusters Score -5534337 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5535838.500000 Penalty: 5212.127930
	Iteration 5F: 3 clusters Score -5535838 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5537715.500000 Penalty: 5212.127930
	Iteration 6F: 3 clusters Score -5537716 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -5539724.500000 Penalty: 5212.127930
	Iteration 7F: 3 clusters Score -5539724 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5541552.500000 Penalty: 5212.127930
	Iteration 8F: 3 clusters Score -5541552 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5542962.000000 Penalty: 5212.127930
	Iteration 9Q: 3 clusters Score -5542962 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5543838.500000 Penalty: 5212.127930
	Iteration 10Q: 3 clusters Score -5543838 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5544310.500000 Penalty: 5212.127930
	Iteration 11Q: 3 clusters Score -5544310 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -5544543.500000 Penalty: 5212.127930
	Iteration 12Q: 3 clusters Score -5544544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5544656.500000 Penalty: 5212.127930
	Iteration 13Q: 3 clusters Score -5544656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5544735.500000 Penalty: 5212.127930
	Iteration 14Q: 3 clusters Score -5544736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5544780.500000 Penalty: 5212.127930
	Iteration 15Q: 3 clusters Score -5544780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5544798.000000 Penalty: 5212.127930
	Iteration 16Q: 3 clusters Score -5544798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5544817.500000 Penalty: 5212.127930
	Iteration 17Q: 3 clusters Score -5544818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -5544828.500000 Penalty: 5212.127930
	Iteration 18Q: 3 clusters Score -5544828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5544826.000000 Penalty: 5212.127930
	Iteration 19Q: 3 clusters Score -5544826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5544844.500000 Penalty: 5212.127930
	Iteration 20F: 3 clusters Score -5544844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5544846.000000 Penalty: 5212.127930
	Iteration 21Q: 3 clusters Score -5544846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5544845.500000 Penalty: 5212.127930
	Iteration 22Q: 3 clusters Score -5544846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5544850.500000 Penalty: 5212.127930
	Iteration 23Q: 3 clusters Score -5544850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5544852.500000 Penalty: 5212.127930
	Iteration 24Q: 3 clusters Score -5544852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5544852.500000 Penalty: 5212.127930
	Iteration 25F: 3 clusters Score -5544852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -714942.562500 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -714942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -710348.937500 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -710348.9 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -711508.625000 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -711508.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -711766.125000 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -711766.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -711938.750000 Penalty: 4233.960449
	Iteration 3F: 3 clusters Score -711938.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -712069.062500 Penalty: 4233.960449
	Iteration 4Q: 3 clusters Score -712069.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -712152.312500 Penalty: 4233.960449
	Iteration 5Q: 3 clusters Score -712152.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -712222.250000 Penalty: 4233.960449
	Iteration 6Q: 3 clusters Score -712222.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -712300.250000 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -712300.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -712408.312500 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -712408.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -712535.750000 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -712535.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -712672.812500 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -712672.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -712794.937500 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -712794.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -712910.000000 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -712910 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -713007.812500 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -713007.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -713099.000000 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -713099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -713182.250000 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -713182.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -713267.625000 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -713267.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -713322.375000 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -713322.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -713361.562500 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -713361.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -713395.437500 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -713395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -713420.750000 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -713420.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -713451.062500 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -713451.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -713474.062500 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -713474.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -713490.375000 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -713490.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -713501.937500 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -713501.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -713506.375000 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -713506.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -713512.250000 Penalty: 4233.960449
	Iteration 26Q: 3 clusters Score -713512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -713517.625000 Penalty: 4233.960449
	Iteration 27Q: 3 clusters Score -713517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -713524.000000 Penalty: 4233.960449
	Iteration 28Q: 3 clusters Score -713524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -713526.437500 Penalty: 4233.960449
	Iteration 29Q: 3 clusters Score -713526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -713531.062500 Penalty: 4233.960449
	Iteration 30Q: 3 clusters Score -713531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -713539.375000 Penalty: 4233.960449
	Iteration 31Q: 3 clusters Score -713539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -713549.062500 Penalty: 4233.960449
	Iteration 32Q: 3 clusters Score -713549.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -713554.062500 Penalty: 4233.960449
	Iteration 33Q: 3 clusters Score -713554.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -713566.000000 Penalty: 4233.960449
	Iteration 34Q: 3 clusters Score -713566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -713578.500000 Penalty: 4233.960449
	Iteration 35Q: 3 clusters Score -713578.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -713588.562500 Penalty: 4233.960449
	Iteration 36Q: 3 clusters Score -713588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -713595.187500 Penalty: 4233.960449
	Iteration 37Q: 3 clusters Score -713595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -713598.687500 Penalty: 4233.960449
	Iteration 38Q: 3 clusters Score -713598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -713604.312500 Penalty: 4233.960449
	Iteration 39Q: 3 clusters Score -713604.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -713611.062500 Penalty: 4233.960449
	Iteration 40F: 3 clusters Score -713611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -713612.187500 Penalty: 4233.960449
	Iteration 41Q: 3 clusters Score -713612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -713613.687500 Penalty: 4233.960449
	Iteration 42Q: 3 clusters Score -713613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -713615.437500 Penalty: 4233.960449
	Iteration 43Q: 3 clusters Score -713615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -713614.812500 Penalty: 4233.960449
	Iteration 44Q: 3 clusters Score -713614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -713616.375000 Penalty: 4233.960449
	Iteration 45Q: 3 clusters Score -713616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -713615.500000 Penalty: 4233.960449
	Iteration 46Q: 3 clusters Score -713615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -713616.500000 Penalty: 4233.960449
	Iteration 47Q: 3 clusters Score -713616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -713616.500000 Penalty: 4233.960449
	Iteration 48F: 3 clusters Score -713616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72047.539062 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72047.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72446.937500 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72446.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72857.312500 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -72857.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73333.265625 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73333.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73771.726562 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73771.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74032.828125 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -74032.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74064.242188 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74064.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74082.484375 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74082.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74090.093750 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74090.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74110.750000 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74110.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74138.414062 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74138.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74186.015625 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74186.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74250.671875 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74250.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74331.046875 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -74331.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74353.679688 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -74353.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74363.335938 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -74363.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74366.750000 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -74366.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74366.750000 Penalty: 3137.770020
	Iteration 17F: 3 clusters Score -74366.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115538 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 82175 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 80382 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 239 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102434 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104167528.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104168752.000000 to -104167528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -617350.937500 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -617350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -613030.562500 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -613030.6 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -614188.937500 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -614188.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -614557.187500 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -614557.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -614846.250000 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -614846.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -615078.312500 Penalty: 4199.295410
	Iteration 4F: 3 clusters Score -615078.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -615269.937500 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -615269.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -615431.187500 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -615431.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -615520.437500 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -615520.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -615594.687500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -615594.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -615657.937500 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -615657.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -615712.437500 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -615712.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -615751.812500 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -615751.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -615788.687500 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -615788.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -615813.250000 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -615813.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -615837.625000 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -615837.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -615872.500000 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -615872.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -615912.687500 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -615912.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -615955.812500 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -615955.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -616000.062500 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -616000.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -616039.250000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -616039.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -616080.125000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -616080.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -616133.437500 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -616133.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -616176.250000 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -616176.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -616214.562500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -616214.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -616255.062500 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -616255.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -616291.375000 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -616291.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -616334.437500 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -616334.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -616410.562500 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -616410.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -616546.187500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -616546.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -616707.500000 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -616707.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -616834.562500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -616834.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -616924.000000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -616924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -617002.562500 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -617002.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -617079.125000 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -617079.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -617126.625000 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -617126.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -617155.812500 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -617155.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -617173.437500 Penalty: 4199.295410
	Iteration 36Q: 3 clusters Score -617173.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -617185.000000 Penalty: 4199.295410
	Iteration 37Q: 3 clusters Score -617185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -617191.562500 Penalty: 4199.295410
	Iteration 38Q: 3 clusters Score -617191.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -617198.125000 Penalty: 4199.295410
	Iteration 39Q: 3 clusters Score -617198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -617199.437500 Penalty: 4199.295410
	Iteration 40F: 3 clusters Score -617199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -617204.312500 Penalty: 4199.295410
	Iteration 41Q: 3 clusters Score -617204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -617205.812500 Penalty: 4199.295410
	Iteration 42Q: 3 clusters Score -617205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -617208.062500 Penalty: 4199.295410
	Iteration 43Q: 3 clusters Score -617208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -617208.937500 Penalty: 4199.295410
	Iteration 44Q: 3 clusters Score -617208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -617208.937500 Penalty: 4199.295410
	Iteration 45F: 3 clusters Score -617208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -221889.015625 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -221889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -219613.234375 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -219613.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220138.500000 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -220138.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -220383.687500 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -220383.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220600.531250 Penalty: 3648.081055
	Iteration 3F: 3 clusters Score -220600.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -220734.265625 Penalty: 3648.081055
	Iteration 4F: 3 clusters Score -220734.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -220793.250000 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -220793.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220822.093750 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -220822.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -220846.625000 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -220846.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -220872.484375 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -220872.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -220891.343750 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -220891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -220908.328125 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -220908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -220919.546875 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -220919.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220932.203125 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -220932.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220948.859375 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -220948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -220960.718750 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -220960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220971.062500 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -220971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220977.968750 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -220978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -220986.906250 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -220986.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -221000.265625 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -221000.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -221025.781250 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -221025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -221068.328125 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -221068.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -221102.203125 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -221102.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -221133.062500 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -221133.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -221158.765625 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -221158.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -221175.000000 Penalty: 3648.081055
	Iteration 24Q: 3 clusters Score -221175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -221196.609375 Penalty: 3648.081055
	Iteration 25Q: 3 clusters Score -221196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -221215.000000 Penalty: 3648.081055
	Iteration 26Q: 3 clusters Score -221215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -221247.625000 Penalty: 3648.081055
	Iteration 27Q: 3 clusters Score -221247.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -221283.796875 Penalty: 3648.081055
	Iteration 28Q: 3 clusters Score -221283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221301.890625 Penalty: 3648.081055
	Iteration 29Q: 3 clusters Score -221301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -221323.515625 Penalty: 3648.081055
	Iteration 30Q: 3 clusters Score -221323.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -221337.359375 Penalty: 3648.081055
	Iteration 31Q: 3 clusters Score -221337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -221344.000000 Penalty: 3648.081055
	Iteration 32Q: 3 clusters Score -221344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -221348.406250 Penalty: 3648.081055
	Iteration 33Q: 3 clusters Score -221348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -221350.015625 Penalty: 3648.081055
	Iteration 34Q: 3 clusters Score -221350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -221351.609375 Penalty: 3648.081055
	Iteration 35Q: 3 clusters Score -221351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -221351.609375 Penalty: 3648.081055
	Iteration 36F: 3 clusters Score -221351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -2348429.750000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -2348430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2337376.000000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -2337376 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2341000.250000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -2341000 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2341514.000000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -2341514 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2342202.250000 Penalty: 4782.943359
	Iteration 3F: 3 clusters Score -2342202 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2343084.500000 Penalty: 4782.943359
	Iteration 4F: 3 clusters Score -2343084 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2343990.750000 Penalty: 4782.943359
	Iteration 5F: 3 clusters Score -2343991 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2344712.500000 Penalty: 4782.943359
	Iteration 6F: 3 clusters Score -2344712 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2345228.250000 Penalty: 4782.943359
	Iteration 7F: 3 clusters Score -2345228 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2345574.000000 Penalty: 4782.943359
	Iteration 8Q: 3 clusters Score -2345574 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2345777.250000 Penalty: 4782.943359
	Iteration 9Q: 3 clusters Score -2345777 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2345924.500000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -2345924 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2346063.500000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -2346064 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2346158.000000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -2346158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2346253.000000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -2346253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2346324.750000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -2346325 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2346383.500000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -2346384 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2346432.500000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -2346432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2346474.750000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -2346475 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2346500.750000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -2346501 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2346529.750000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -2346530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2346558.000000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -2346558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2346581.250000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -2346581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2346591.250000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -2346591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2346600.750000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -2346601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2346613.750000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -2346614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2346625.500000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -2346626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2346629.250000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -2346629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2346640.000000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -2346640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2346642.000000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -2346642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2346649.000000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -2346649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2346648.250000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -2346648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2346650.500000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -2346650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2346650.750000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -2346651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2346651.000000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -2346651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2346656.000000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -2346656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2346660.250000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -2346660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2346659.750000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -2346660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2346667.000000 Penalty: 4782.943359
	Iteration 37Q: 3 clusters Score -2346667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2346667.000000 Penalty: 4782.943359
	Iteration 38Q: 3 clusters Score -2346667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2346671.250000 Penalty: 4782.943359
	Iteration 39Q: 3 clusters Score -2346671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2346669.500000 Penalty: 4782.943359
	Iteration 40F: 3 clusters Score -2346670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2346672.750000 Penalty: 4782.943359
	Iteration 41Q: 3 clusters Score -2346673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2346674.750000 Penalty: 4782.943359
	Iteration 42Q: 3 clusters Score -2346675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2346676.750000 Penalty: 4782.943359
	Iteration 43Q: 3 clusters Score -2346677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2346673.500000 Penalty: 4782.943359
	Iteration 44Q: 3 clusters Score -2346674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2346674.500000 Penalty: 4782.943359
	Iteration 45Q: 3 clusters Score -2346674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2346674.750000 Penalty: 4782.943359
	Iteration 46Q: 3 clusters Score -2346675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2346673.750000 Penalty: 4782.943359
	Iteration 47Q: 3 clusters Score -2346674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2346676.250000 Penalty: 4782.943359
	Iteration 48Q: 3 clusters Score -2346676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2346673.750000 Penalty: 4782.943359
	Iteration 49Q: 3 clusters Score -2346674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2346675.000000 Penalty: 4782.943359
	Iteration 50Q: 3 clusters Score -2346675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2346675.000000 Penalty: 4782.943359
	Iteration 51Q: 3 clusters Score -2346675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2346680.000000 Penalty: 4782.943359
	Iteration 52Q: 3 clusters Score -2346680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2346681.750000 Penalty: 4782.943359
	Iteration 53Q: 3 clusters Score -2346682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2346679.500000 Penalty: 4782.943359
	Iteration 54Q: 3 clusters Score -2346680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2346685.500000 Penalty: 4782.943359
	Iteration 55Q: 3 clusters Score -2346686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2346687.750000 Penalty: 4782.943359
	Iteration 56Q: 3 clusters Score -2346688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2346690.500000 Penalty: 4782.943359
	Iteration 57Q: 3 clusters Score -2346690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2346690.500000 Penalty: 4782.943359
	Iteration 58Q: 3 clusters Score -2346690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2346698.000000 Penalty: 4782.943359
	Iteration 59Q: 3 clusters Score -2346698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2346710.250000 Penalty: 4782.943359
	Iteration 60F: 3 clusters Score -2346710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2346710.750000 Penalty: 4782.943359
	Iteration 61Q: 3 clusters Score -2346711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2346708.250000 Penalty: 4782.943359
	Iteration 62Q: 3 clusters Score -2346708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2346715.750000 Penalty: 4782.943359
	Iteration 63Q: 3 clusters Score -2346716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2346719.500000 Penalty: 4782.943359
	Iteration 64Q: 3 clusters Score -2346720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2346719.750000 Penalty: 4782.943359
	Iteration 65Q: 3 clusters Score -2346720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2346720.750000 Penalty: 4782.943359
	Iteration 66Q: 3 clusters Score -2346721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2346719.000000 Penalty: 4782.943359
	Iteration 67Q: 3 clusters Score -2346719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2346719.000000 Penalty: 4782.943359
	Iteration 68F: 3 clusters Score -2346719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -88895.265625 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -88895.27 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 361 members 
Entering Unmasked Estep 
Score: -87316.710938 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -87316.71 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87840.539062 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -87840.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87959.804688 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -87959.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88022.851562 Penalty: 3276.898682
	Iteration 3Q: 3 clusters Score -88022.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88074.593750 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -88074.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88107.046875 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -88107.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88138.062500 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -88138.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88164.492188 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -88164.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88197.515625 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -88197.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88219.367188 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -88219.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88238.031250 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -88238.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -88255.953125 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -88255.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88266.156250 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -88266.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -88270.765625 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -88270.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -88274.656250 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -88274.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -88277.343750 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -88277.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -88279.179688 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -88279.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -88279.179688 Penalty: 3276.898682
	Iteration 17F: 3 clusters Score -88279.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102434 members 
Entering Unmasked Estep 
Score: -15834998.000000 Penalty: 2861.169434
	Iteration 0F: 2 clusters Score -1.5835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -15768040.000000 Penalty: 5722.338867
	Iteration 0F: 3 clusters Score -1.576804e+07 nChanged 48609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -15795905.000000 Penalty: 5722.338867
	Iteration 1F: 3 clusters Score -1.57959e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -15796751.000000 Penalty: 5722.338867
	Iteration 2Q: 3 clusters Score -1.579675e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -15797753.000000 Penalty: 5722.338867
	Iteration 3Q: 3 clusters Score -1.579775e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -15798901.000000 Penalty: 5722.338867
	Iteration 4Q: 3 clusters Score -1.57989e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -15800322.000000 Penalty: 5722.338867
	Iteration 5Q: 3 clusters Score -1.580032e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -15802430.000000 Penalty: 5722.338867
	Iteration 6Q: 3 clusters Score -1.580243e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -15804951.000000 Penalty: 5722.338867
	Iteration 7Q: 3 clusters Score -1.580495e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -15808231.000000 Penalty: 5722.338867
	Iteration 8F: 3 clusters Score -1.580823e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15812088.000000 Penalty: 5722.338867
	Iteration 9F: 3 clusters Score -1.581209e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -15815991.000000 Penalty: 5722.338867
	Iteration 10F: 3 clusters Score -1.581599e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -15819227.000000 Penalty: 5722.338867
	Iteration 11Q: 3 clusters Score -1.581923e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -15821423.000000 Penalty: 5722.338867
	Iteration 12Q: 3 clusters Score -1.582142e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -15822874.000000 Penalty: 5722.338867
	Iteration 13Q: 3 clusters Score -1.582287e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -15823995.000000 Penalty: 5722.338867
	Iteration 14Q: 3 clusters Score -1.5824e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -15824890.000000 Penalty: 5722.338867
	Iteration 15Q: 3 clusters Score -1.582489e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -15825748.000000 Penalty: 5722.338867
	Iteration 16Q: 3 clusters Score -1.582575e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -15826470.000000 Penalty: 5722.338867
	Iteration 17Q: 3 clusters Score -1.582647e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -15827157.000000 Penalty: 5722.338867
	Iteration 18Q: 3 clusters Score -1.582716e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -15828056.000000 Penalty: 5722.338867
	Iteration 19Q: 3 clusters Score -1.582806e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -15828812.000000 Penalty: 5722.338867
	Iteration 20F: 3 clusters Score -1.582881e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -15829670.000000 Penalty: 5722.338867
	Iteration 21Q: 3 clusters Score -1.582967e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -15830421.000000 Penalty: 5722.338867
	Iteration 22Q: 3 clusters Score -1.583042e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -15831157.000000 Penalty: 5722.338867
	Iteration 23Q: 3 clusters Score -1.583116e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -15831687.000000 Penalty: 5722.338867
	Iteration 24Q: 3 clusters Score -1.583169e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -15832033.000000 Penalty: 5722.338867
	Iteration 25Q: 3 clusters Score -1.583203e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -15832319.000000 Penalty: 5722.338867
	Iteration 26Q: 3 clusters Score -1.583232e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -15832529.000000 Penalty: 5722.338867
	Iteration 27Q: 3 clusters Score -1.583253e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -15832697.000000 Penalty: 5722.338867
	Iteration 28Q: 3 clusters Score -1.58327e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -15832861.000000 Penalty: 5722.338867
	Iteration 29Q: 3 clusters Score -1.583286e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -15832873.000000 Penalty: 5722.338867
	Iteration 30Q: 3 clusters Score -1.583287e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -15832952.000000 Penalty: 5722.338867
	Iteration 31Q: 3 clusters Score -1.583295e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -15833036.000000 Penalty: 5722.338867
	Iteration 32Q: 3 clusters Score -1.583304e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -15833088.000000 Penalty: 5722.338867
	Iteration 33Q: 3 clusters Score -1.583309e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -15833152.000000 Penalty: 5722.338867
	Iteration 34Q: 3 clusters Score -1.583315e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -15833156.000000 Penalty: 5722.338867
	Iteration 35Q: 3 clusters Score -1.583316e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -15833144.000000 Penalty: 5722.338867
	Iteration 36Q: 3 clusters Score -1.583314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -15833110.000000 Penalty: 5722.338867
	Iteration 37Q: 3 clusters Score -1.583311e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -15833106.000000 Penalty: 5722.338867
	Iteration 38Q: 3 clusters Score -1.583311e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -15833115.000000 Penalty: 5722.338867
	Iteration 39Q: 3 clusters Score -1.583312e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 101003 members 
Entering Unmasked Estep 
Score: -15833096.000000 Penalty: 5722.338867
	Iteration 40F: 3 clusters Score -1.58331e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -15833098.000000 Penalty: 5722.338867
	Iteration 41Q: 3 clusters Score -1.58331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -15833099.000000 Penalty: 5722.338867
	Iteration 42Q: 3 clusters Score -1.58331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -15833099.000000 Penalty: 5722.338867
	Iteration 43Q: 3 clusters Score -1.58331e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -15833101.000000 Penalty: 5722.338867
	Iteration 44Q: 3 clusters Score -1.58331e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -15833077.000000 Penalty: 5722.338867
	Iteration 45Q: 3 clusters Score -1.583308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -15833067.000000 Penalty: 5722.338867
	Iteration 46Q: 3 clusters Score -1.583307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -15833077.000000 Penalty: 5722.338867
	Iteration 47Q: 3 clusters Score -1.583308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -15833076.000000 Penalty: 5722.338867
	Iteration 48Q: 3 clusters Score -1.583308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -15833069.000000 Penalty: 5722.338867
	Iteration 49Q: 3 clusters Score -1.583307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -15833076.000000 Penalty: 5722.338867
	Iteration 50Q: 3 clusters Score -1.583308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -15833072.000000 Penalty: 5722.338867
	Iteration 51Q: 3 clusters Score -1.583307e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -15833083.000000 Penalty: 5722.338867
	Iteration 52Q: 3 clusters Score -1.583308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -15833095.000000 Penalty: 5722.338867
	Iteration 53Q: 3 clusters Score -1.58331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -15833082.000000 Penalty: 5722.338867
	Iteration 54Q: 3 clusters Score -1.583308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -15833080.000000 Penalty: 5722.338867
	Iteration 55Q: 3 clusters Score -1.583308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -15833090.000000 Penalty: 5722.338867
	Iteration 56Q: 3 clusters Score -1.583309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -15833087.000000 Penalty: 5722.338867
	Iteration 57Q: 3 clusters Score -1.583309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -15833093.000000 Penalty: 5722.338867
	Iteration 58Q: 3 clusters Score -1.583309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -15833082.000000 Penalty: 5722.338867
	Iteration 59Q: 3 clusters Score -1.583308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -15833065.000000 Penalty: 5722.338867
	Iteration 60F: 3 clusters Score -1.583306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -15833060.000000 Penalty: 5722.338867
	Iteration 61Q: 3 clusters Score -1.583306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -15833048.000000 Penalty: 5722.338867
	Iteration 62Q: 3 clusters Score -1.583305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -15833044.000000 Penalty: 5722.338867
	Iteration 63Q: 3 clusters Score -1.583304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -15833061.000000 Penalty: 5722.338867
	Iteration 64Q: 3 clusters Score -1.583306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -15833061.000000 Penalty: 5722.338867
	Iteration 65Q: 3 clusters Score -1.583306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -15833043.000000 Penalty: 5722.338867
	Iteration 66Q: 3 clusters Score -1.583304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -15833041.000000 Penalty: 5722.338867
	Iteration 67Q: 3 clusters Score -1.583304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -15833056.000000 Penalty: 5722.338867
	Iteration 68Q: 3 clusters Score -1.583306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -15833064.000000 Penalty: 5722.338867
	Iteration 69Q: 3 clusters Score -1.583306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 101399 members 
Entering Unmasked Estep 
Score: -15833060.000000 Penalty: 5722.338867
	Iteration 70Q: 3 clusters Score -1.583306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -15833051.000000 Penalty: 5722.338867
	Iteration 71Q: 3 clusters Score -1.583305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 101405 members 
Entering Unmasked Estep 
Score: -15833057.000000 Penalty: 5722.338867
	Iteration 72Q: 3 clusters Score -1.583306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -15833060.000000 Penalty: 5722.338867
	Iteration 73Q: 3 clusters Score -1.583306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -15833067.000000 Penalty: 5722.338867
	Iteration 74Q: 3 clusters Score -1.583307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -15833059.000000 Penalty: 5722.338867
	Iteration 75Q: 3 clusters Score -1.583306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -15833059.000000 Penalty: 5722.338867
	Iteration 76F: 3 clusters Score -1.583306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -248343.921875 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -248343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -245921.046875 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -245921 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -246376.125000 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -246376.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -246550.734375 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -246550.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -246652.937500 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -246652.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -246719.890625 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -246719.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246779.390625 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -246779.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -246817.640625 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -246817.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246848.218750 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -246848.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -246882.000000 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -246882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -246910.031250 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -246910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -246943.500000 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -246943.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -246978.546875 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -246978.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -247005.390625 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -247005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -247024.656250 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -247024.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -247039.890625 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -247039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -247050.562500 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -247050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -247061.406250 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -247061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -247067.515625 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -247067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -247071.406250 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -247071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -247075.062500 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -247075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -247076.750000 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -247076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -247082.656250 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -247082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -247086.671875 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -247086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -247091.046875 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -247091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -247095.796875 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -247095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -247099.046875 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -247099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -247103.734375 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -247103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -247109.937500 Penalty: 3694.951172
	Iteration 27Q: 3 clusters Score -247109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -247113.453125 Penalty: 3694.951172
	Iteration 28Q: 3 clusters Score -247113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -247126.265625 Penalty: 3694.951172
	Iteration 29Q: 3 clusters Score -247126.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -247142.218750 Penalty: 3694.951172
	Iteration 30Q: 3 clusters Score -247142.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -247156.640625 Penalty: 3694.951172
	Iteration 31Q: 3 clusters Score -247156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -247176.140625 Penalty: 3694.951172
	Iteration 32Q: 3 clusters Score -247176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -247192.937500 Penalty: 3694.951172
	Iteration 33Q: 3 clusters Score -247192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -247212.281250 Penalty: 3694.951172
	Iteration 34Q: 3 clusters Score -247212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -247218.906250 Penalty: 3694.951172
	Iteration 35Q: 3 clusters Score -247218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -247223.781250 Penalty: 3694.951172
	Iteration 36Q: 3 clusters Score -247223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -247228.234375 Penalty: 3694.951172
	Iteration 37Q: 3 clusters Score -247228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -247229.718750 Penalty: 3694.951172
	Iteration 38Q: 3 clusters Score -247229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -247232.609375 Penalty: 3694.951172
	Iteration 39Q: 3 clusters Score -247232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -247234.890625 Penalty: 3694.951172
	Iteration 40F: 3 clusters Score -247234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -247236.125000 Penalty: 3694.951172
	Iteration 41Q: 3 clusters Score -247236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -247237.265625 Penalty: 3694.951172
	Iteration 42Q: 3 clusters Score -247237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -247237.671875 Penalty: 3694.951172
	Iteration 43Q: 3 clusters Score -247237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -247238.750000 Penalty: 3694.951172
	Iteration 44Q: 3 clusters Score -247238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -247241.578125 Penalty: 3694.951172
	Iteration 45Q: 3 clusters Score -247241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -247244.078125 Penalty: 3694.951172
	Iteration 46Q: 3 clusters Score -247244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -247245.500000 Penalty: 3694.951172
	Iteration 47Q: 3 clusters Score -247245.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -247245.500000 Penalty: 3694.951172
	Iteration 48F: 3 clusters Score -247245.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Entering Unmasked Estep 
Score: -1469501.625000 Penalty: 2277.885498
	Iteration 0F: 2 clusters Score -1469502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1461944.875000 Penalty: 4555.770996
	Iteration 0F: 3 clusters Score -1461945 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1464200.000000 Penalty: 4555.770996
	Iteration 1F: 3 clusters Score -1464200 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1464527.250000 Penalty: 4555.770996
	Iteration 2F: 3 clusters Score -1464527 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1464762.625000 Penalty: 4555.770996
	Iteration 3F: 3 clusters Score -1464763 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1464942.625000 Penalty: 4555.770996
	Iteration 4Q: 3 clusters Score -1464943 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1465104.750000 Penalty: 4555.770996
	Iteration 5Q: 3 clusters Score -1465105 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1465277.625000 Penalty: 4555.770996
	Iteration 6Q: 3 clusters Score -1465278 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1465438.875000 Penalty: 4555.770996
	Iteration 7Q: 3 clusters Score -1465439 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1465635.625000 Penalty: 4555.770996
	Iteration 8Q: 3 clusters Score -1465636 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1465870.375000 Penalty: 4555.770996
	Iteration 9Q: 3 clusters Score -1465870 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1466159.125000 Penalty: 4555.770996
	Iteration 10Q: 3 clusters Score -1466159 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1466549.375000 Penalty: 4555.770996
	Iteration 11Q: 3 clusters Score -1466549 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1466989.750000 Penalty: 4555.770996
	Iteration 12Q: 3 clusters Score -1466990 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1467449.125000 Penalty: 4555.770996
	Iteration 13Q: 3 clusters Score -1467449 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1467757.375000 Penalty: 4555.770996
	Iteration 14Q: 3 clusters Score -1467757 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1467941.375000 Penalty: 4555.770996
	Iteration 15Q: 3 clusters Score -1467941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1468054.625000 Penalty: 4555.770996
	Iteration 16Q: 3 clusters Score -1468055 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1468118.875000 Penalty: 4555.770996
	Iteration 17Q: 3 clusters Score -1468119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1468151.750000 Penalty: 4555.770996
	Iteration 18Q: 3 clusters Score -1468152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1468180.500000 Penalty: 4555.770996
	Iteration 19Q: 3 clusters Score -1468180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1468197.500000 Penalty: 4555.770996
	Iteration 20F: 3 clusters Score -1468198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1468210.625000 Penalty: 4555.770996
	Iteration 21Q: 3 clusters Score -1468211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1468223.875000 Penalty: 4555.770996
	Iteration 22Q: 3 clusters Score -1468224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1468235.500000 Penalty: 4555.770996
	Iteration 23Q: 3 clusters Score -1468236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1468243.875000 Penalty: 4555.770996
	Iteration 24Q: 3 clusters Score -1468244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1468251.250000 Penalty: 4555.770996
	Iteration 25Q: 3 clusters Score -1468251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1468259.250000 Penalty: 4555.770996
	Iteration 26Q: 3 clusters Score -1468259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1468267.125000 Penalty: 4555.770996
	Iteration 27Q: 3 clusters Score -1468267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1468269.500000 Penalty: 4555.770996
	Iteration 28Q: 3 clusters Score -1468270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1468270.125000 Penalty: 4555.770996
	Iteration 29Q: 3 clusters Score -1468270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1468273.000000 Penalty: 4555.770996
	Iteration 30Q: 3 clusters Score -1468273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1468277.750000 Penalty: 4555.770996
	Iteration 31Q: 3 clusters Score -1468278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1468282.250000 Penalty: 4555.770996
	Iteration 32Q: 3 clusters Score -1468282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1468281.875000 Penalty: 4555.770996
	Iteration 33Q: 3 clusters Score -1468282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1468284.625000 Penalty: 4555.770996
	Iteration 34Q: 3 clusters Score -1468285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1468284.500000 Penalty: 4555.770996
	Iteration 35Q: 3 clusters Score -1468284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1468284.625000 Penalty: 4555.770996
	Iteration 36Q: 3 clusters Score -1468285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1468285.625000 Penalty: 4555.770996
	Iteration 37Q: 3 clusters Score -1468286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1468285.000000 Penalty: 4555.770996
	Iteration 38Q: 3 clusters Score -1468285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1468287.375000 Penalty: 4555.770996
	Iteration 39Q: 3 clusters Score -1468287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1468287.375000 Penalty: 4555.770996
	Iteration 40F: 3 clusters Score -1468287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 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 472 members 
Entering Unmasked Estep 
Score: -116767.242188 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116767.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117168.515625 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117168.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117328.226562 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117328.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117489.679688 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -117489.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117673.265625 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -117673.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117804.812500 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -117804.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117888.539062 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -117888.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117956.601562 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -117956.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118009.273438 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118009.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118040.929688 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118060.625000 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118060.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118073.656250 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118089.335938 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118097.375000 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118097.835938 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118098.703125 Penalty: 3381.100830
	Iteration 15F: 3 clusters Score -118098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118106.453125 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -118111.804688 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -118111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118115.570312 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -118115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118119.171875 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -118119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118119.171875 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -118119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55844.078125 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -55844.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54474.019531 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -54474.02 nChanged 107
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: -54803.203125 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -54803.2 nChanged 26
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: -54884.160156 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -54884.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54945.765625 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -54945.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54971.113281 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -54971.11 nChanged 4
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: -54986.144531 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -54986.14 nChanged 4
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: -55004.101562 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -55004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55014.667969 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -55014.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55022.449219 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -55022.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55025.000000 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -55025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55025.000000 Penalty: 3032.386475
	Iteration 10F: 3 clusters Score -55025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96990.273438 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -96990.27 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97271.546875 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97271.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97381.898438 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97381.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97443.273438 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97443.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97504.875000 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97504.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97568.812500 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97568.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97609.367188 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97609.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97667.437500 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97667.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97706.695312 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97706.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97736.882812 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97736.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97767.710938 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97767.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97851.085938 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97851.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98003.000000 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -98003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98143.453125 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -98143.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98166.812500 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98166.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -98180.054688 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98180.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98194.023438 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98194.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98200.804688 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98203.453125 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98203.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98203.453125 Penalty: 3267.424805
	Iteration 19F: 3 clusters Score -98203.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115538 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11547 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4517 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 82175 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17716 members 
Mstep: Class 19 contains 80382 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25245 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102434 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168800.000000 Penalty: 123466.296875
Iteration 399Q: 38 clusters Score -1.041688e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115522 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 81669 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 17720 members 
Mstep: Class 19 contains 80909 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25248 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102479 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168744.000000 Penalty: 123466.296875
Iteration 400F: 38 clusters Score -1.041687e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115495 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42494 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11543 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 81140 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 17722 members 
Mstep: Class 19 contains 81437 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25250 members 
Mstep: Class 24 contains 13913 members 
Mstep: Class 25 contains 36615 members 
Mstep: Class 26 contains 5095 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102538 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168784.000000 Penalty: 123466.296875
Iteration 401Q: 38 clusters Score -1.041688e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115464 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42494 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 80637 members 
Mstep: Class 14 contains 14909 members 
Mstep: Class 15 contains 22263 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 81955 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25255 members 
Mstep: Class 24 contains 13914 members 
Mstep: Class 25 contains 36614 members 
Mstep: Class 26 contains 5094 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102598 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168768.000000 Penalty: 123466.296875
Iteration 402Q: 38 clusters Score -1.041688e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115448 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 80145 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 22256 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 17728 members 
Mstep: Class 19 contains 82521 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 33760 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25260 members 
Mstep: Class 24 contains 13916 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102591 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168776.000000 Penalty: 123466.296875
Iteration 403Q: 38 clusters Score -1.041688e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115419 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 79577 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 22250 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 83036 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 33746 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36617 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102724 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168872.000000 Penalty: 123466.296875
Iteration 404Q: 38 clusters Score -1.041689e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115355 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11534 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 79003 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 22251 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 17734 members 
Mstep: Class 19 contains 83588 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 33734 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36612 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102842 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169152.000000 Penalty: 123466.296875
Iteration 405Q: 38 clusters Score -1.041692e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115294 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42497 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 78378 members 
Mstep: Class 14 contains 14901 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 84203 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33726 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25255 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36608 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102936 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169312.000000 Penalty: 123466.296875
Iteration 406Q: 38 clusters Score -1.041693e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115269 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11530 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 77698 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 84813 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 33706 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25252 members 
Mstep: Class 24 contains 13917 members 
Mstep: Class 25 contains 36607 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103070 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169304.000000 Penalty: 123466.296875
Iteration 407Q: 38 clusters Score -1.041693e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115264 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 76985 members 
Mstep: Class 14 contains 14911 members 
Mstep: Class 15 contains 22253 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 17742 members 
Mstep: Class 19 contains 85361 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33694 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25244 members 
Mstep: Class 24 contains 13917 members 
Mstep: Class 25 contains 36604 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103279 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169392.000000 Penalty: 123466.296875
Iteration 408Q: 38 clusters Score -1.041694e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115279 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 76254 members 
Mstep: Class 14 contains 14907 members 
Mstep: Class 15 contains 22249 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 17746 members 
Mstep: Class 19 contains 85936 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25232 members 
Mstep: Class 24 contains 13917 members 
Mstep: Class 25 contains 36602 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103472 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169232.000000 Penalty: 123466.296875
Iteration 409Q: 38 clusters Score -1.041692e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115284 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11529 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 75531 members 
Mstep: Class 14 contains 14911 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 19 contains 86479 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 33659 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13917 members 
Mstep: Class 25 contains 36599 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103682 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168976.000000 Penalty: 123466.296875
Iteration 410Q: 38 clusters Score -1.04169e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115286 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11526 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 2409 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 74787 members 
Mstep: Class 14 contains 14917 members 
Mstep: Class 15 contains 22250 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 87017 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 33647 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36593 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103923 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 123466.296875
Iteration 411Q: 38 clusters Score -1.041689e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115303 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11520 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4455 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 73988 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 87695 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36604 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104066 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168632.000000 Penalty: 123466.296875
Iteration 412Q: 38 clusters Score -1.041686e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115300 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4257 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4457 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 73195 members 
Mstep: Class 14 contains 14933 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15636 members 
Mstep: Class 18 contains 17773 members 
Mstep: Class 19 contains 88425 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 33621 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25219 members 
Mstep: Class 24 contains 13918 members 
Mstep: Class 25 contains 36606 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104204 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168328.000000 Penalty: 123466.296875
Iteration 413Q: 38 clusters Score -1.041683e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115301 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42493 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11513 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4226 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 72390 members 
Mstep: Class 14 contains 14941 members 
Mstep: Class 15 contains 22249 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15633 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 89176 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25214 members 
Mstep: Class 24 contains 13920 members 
Mstep: Class 25 contains 36605 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104337 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9751 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168560.000000 Penalty: 123466.296875
Iteration 414Q: 38 clusters Score -1.041686e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115301 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42490 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11510 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 71472 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 22251 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17781 members 
Mstep: Class 19 contains 89996 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 33596 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25209 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 36611 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104523 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168456.000000 Penalty: 123466.296875
Iteration 415Q: 38 clusters Score -1.041685e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115282 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 70454 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 90870 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33584 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25213 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 36612 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104762 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 123466.296875
Iteration 416Q: 38 clusters Score -1.041686e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115335 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4467 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 69421 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22242 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17788 members 
Mstep: Class 19 contains 91776 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 33566 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25207 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 36614 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104943 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168432.000000 Penalty: 123466.296875
Iteration 417Q: 38 clusters Score -1.041684e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115385 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42485 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 11504 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4106 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 68424 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 22246 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17796 members 
Mstep: Class 19 contains 92691 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 33539 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25204 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 36614 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105073 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168216.000000 Penalty: 123466.296875
Iteration 418Q: 38 clusters Score -1.041682e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115387 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11492 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4082 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 67423 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 22245 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17791 members 
Mstep: Class 19 contains 93666 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 33516 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 13922 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105209 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 123466.296875
Iteration 419Q: 38 clusters Score -1.041686e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115435 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42482 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11485 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4459 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 66322 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 5251 members 
Mstep: Class 17 contains 15631 members 
Mstep: Class 18 contains 17789 members 
Mstep: Class 19 contains 94644 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 33480 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25203 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105368 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9750 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168552.000000 Penalty: 123466.296875
Iteration 420F: 38 clusters Score -1.041686e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 115527 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11473 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4454 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 65196 members 
Mstep: Class 14 contains 14949 members 
Mstep: Class 15 contains 22255 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 15632 members 
Mstep: Class 18 contains 17802 members 
Mstep: Class 19 contains 95638 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 33437 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25193 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 36615 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105508 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168440.000000 Penalty: 123466.296875
Iteration 421Q: 38 clusters Score -1.041684e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115598 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42485 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3984 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4450 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 64042 members 
Mstep: Class 14 contains 14959 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17805 members 
Mstep: Class 19 contains 96688 members 
Mstep: Class 20 contains 2564 members 
Mstep: Class 21 contains 33409 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25201 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 36612 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105591 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9749 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168632.000000 Penalty: 123466.296875
Iteration 422Q: 38 clusters Score -1.041686e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115649 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42495 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 62873 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17824 members 
Mstep: Class 19 contains 97850 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 33378 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 36602 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105629 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9748 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168728.000000 Penalty: 123466.296875
Iteration 423Q: 38 clusters Score -1.041687e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115683 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42489 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11450 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3937 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 61678 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17816 members 
Mstep: Class 19 contains 99024 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 33351 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25191 members 
Mstep: Class 24 contains 13924 members 
Mstep: Class 25 contains 36600 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105706 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 123466.296875
Iteration 424Q: 38 clusters Score -1.041686e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115789 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42486 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11456 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 60451 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 17814 members 
Mstep: Class 19 contains 100236 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 33316 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 13928 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105702 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168632.000000 Penalty: 123466.296875
Iteration 425Q: 38 clusters Score -1.041686e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115878 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42479 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11459 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3902 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 59209 members 
Mstep: Class 14 contains 14951 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17830 members 
Mstep: Class 19 contains 101541 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 33300 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25187 members 
Mstep: Class 24 contains 13930 members 
Mstep: Class 25 contains 36589 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105592 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168360.000000 Penalty: 123466.296875
Iteration 426Q: 38 clusters Score -1.041684e+08 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 115999 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42484 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11460 members 
Mstep: Class 8 contains 4896 members 
Mstep: Class 9 contains 3893 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 58023 members 
Mstep: Class 14 contains 14953 members 
Mstep: Class 15 contains 22256 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 102942 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 33284 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 13930 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105259 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168456.000000 Penalty: 123466.296875
Iteration 427Q: 38 clusters Score -1.041685e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 116181 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42492 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 56869 members 
Mstep: Class 14 contains 14942 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5261 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17870 members 
Mstep: Class 19 contains 104265 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 33276 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 13932 members 
Mstep: Class 25 contains 36593 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104939 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168512.000000 Penalty: 123466.296875
Iteration 428Q: 38 clusters Score -1.041685e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 116410 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11465 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 55729 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 22244 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 17889 members 
Mstep: Class 19 contains 105616 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 33264 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 13933 members 
Mstep: Class 25 contains 36602 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104532 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168456.000000 Penalty: 123466.296875
Iteration 429Q: 38 clusters Score -1.041685e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 116720 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42492 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11466 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 54643 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 22227 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 17900 members 
Mstep: Class 19 contains 106929 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 33255 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 13934 members 
Mstep: Class 25 contains 36614 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104041 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 123466.296875
Iteration 430Q: 38 clusters Score -1.041686e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 117041 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42498 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 53644 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22207 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 17943 members 
Mstep: Class 19 contains 108171 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 33250 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25155 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 36628 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103481 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168808.000000 Penalty: 123466.296875
Iteration 431Q: 38 clusters Score -1.041688e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 117462 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42504 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 52727 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 22193 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 109308 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 33238 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25145 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 36640 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102862 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 123466.296875
Iteration 432Q: 38 clusters Score -1.041685e+08 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 117936 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 51799 members 
Mstep: Class 14 contains 14920 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 18043 members 
Mstep: Class 19 contains 110375 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 33239 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25137 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102213 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168720.000000 Penalty: 123466.296875
Iteration 433Q: 38 clusters Score -1.041687e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 118407 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42519 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 50895 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 22181 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18107 members 
Mstep: Class 19 contains 111441 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 33251 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25132 members 
Mstep: Class 24 contains 13937 members 
Mstep: Class 25 contains 36637 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101494 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168448.000000 Penalty: 123466.296875
Iteration 434Q: 38 clusters Score -1.041684e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 119008 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42534 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11494 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 50014 members 
Mstep: Class 14 contains 14927 members 
Mstep: Class 15 contains 22170 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 18161 members 
Mstep: Class 19 contains 112421 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 33275 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 13939 members 
Mstep: Class 25 contains 36633 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 100712 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168376.000000 Penalty: 123466.296875
Iteration 435Q: 38 clusters Score -1.041684e+08 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 119710 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42553 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 11507 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 49170 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22170 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18199 members 
Mstep: Class 19 contains 113147 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 33300 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13940 members 
Mstep: Class 25 contains 36635 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 100047 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167816.000000 Penalty: 123466.296875
Iteration 436Q: 38 clusters Score -1.041678e+08 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 120449 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11523 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 48290 members 
Mstep: Class 14 contains 14919 members 
Mstep: Class 15 contains 22175 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18239 members 
Mstep: Class 19 contains 113679 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 33342 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25110 members 
Mstep: Class 24 contains 13941 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 99571 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167568.000000 Penalty: 123466.296875
Iteration 437Q: 38 clusters Score -1.041676e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 121238 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42571 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11542 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4368 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 47426 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22174 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 114042 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 33397 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25119 members 
Mstep: Class 24 contains 13943 members 
Mstep: Class 25 contains 36624 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 99131 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167496.000000 Penalty: 123466.296875
Iteration 438Q: 38 clusters Score -1.041675e+08 nChanged 4561
Entering ConstructFrom: 
Score: -104167496.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Entering Unmasked Estep 
Score: -1633114.250000 Penalty: 2297.254395
	Iteration 0F: 2 clusters Score -1633114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1625089.750000 Penalty: 4594.508789
	Iteration 0F: 3 clusters Score -1625090 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1627438.625000 Penalty: 4594.508789
	Iteration 1F: 3 clusters Score -1627439 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1627693.375000 Penalty: 4594.508789
	Iteration 2F: 3 clusters Score -1627693 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1627866.125000 Penalty: 4594.508789
	Iteration 3Q: 3 clusters Score -1627866 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1628006.500000 Penalty: 4594.508789
	Iteration 4Q: 3 clusters Score -1628006 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1628122.000000 Penalty: 4594.508789
	Iteration 5Q: 3 clusters Score -1628122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1628204.250000 Penalty: 4594.508789
	Iteration 6Q: 3 clusters Score -1628204 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1628259.875000 Penalty: 4594.508789
	Iteration 7Q: 3 clusters Score -1628260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1628317.000000 Penalty: 4594.508789
	Iteration 8Q: 3 clusters Score -1628317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1628353.250000 Penalty: 4594.508789
	Iteration 9Q: 3 clusters Score -1628353 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1628394.125000 Penalty: 4594.508789
	Iteration 10Q: 3 clusters Score -1628394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1628430.000000 Penalty: 4594.508789
	Iteration 11Q: 3 clusters Score -1628430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1628455.000000 Penalty: 4594.508789
	Iteration 12Q: 3 clusters Score -1628455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1628479.750000 Penalty: 4594.508789
	Iteration 13Q: 3 clusters Score -1628480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1628503.125000 Penalty: 4594.508789
	Iteration 14Q: 3 clusters Score -1628503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1628532.125000 Penalty: 4594.508789
	Iteration 15Q: 3 clusters Score -1628532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1628561.375000 Penalty: 4594.508789
	Iteration 16Q: 3 clusters Score -1628561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1628594.250000 Penalty: 4594.508789
	Iteration 17Q: 3 clusters Score -1628594 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1628625.500000 Penalty: 4594.508789
	Iteration 18Q: 3 clusters Score -1628626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1628664.750000 Penalty: 4594.508789
	Iteration 19Q: 3 clusters Score -1628665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1628709.875000 Penalty: 4594.508789
	Iteration 20F: 3 clusters Score -1628710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1628743.750000 Penalty: 4594.508789
	Iteration 21Q: 3 clusters Score -1628744 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1628792.875000 Penalty: 4594.508789
	Iteration 22Q: 3 clusters Score -1628793 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1628859.750000 Penalty: 4594.508789
	Iteration 23Q: 3 clusters Score -1628860 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1628915.375000 Penalty: 4594.508789
	Iteration 24Q: 3 clusters Score -1628915 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1628998.500000 Penalty: 4594.508789
	Iteration 25Q: 3 clusters Score -1628998 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1629103.750000 Penalty: 4594.508789
	Iteration 26Q: 3 clusters Score -1629104 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1629245.500000 Penalty: 4594.508789
	Iteration 27Q: 3 clusters Score -1629246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1629383.500000 Penalty: 4594.508789
	Iteration 28Q: 3 clusters Score -1629384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1629525.000000 Penalty: 4594.508789
	Iteration 29Q: 3 clusters Score -1629525 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1629691.375000 Penalty: 4594.508789
	Iteration 30Q: 3 clusters Score -1629691 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1629889.625000 Penalty: 4594.508789
	Iteration 31Q: 3 clusters Score -1629890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1630089.125000 Penalty: 4594.508789
	Iteration 32Q: 3 clusters Score -1630089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1630259.750000 Penalty: 4594.508789
	Iteration 33Q: 3 clusters Score -1630260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1630418.000000 Penalty: 4594.508789
	Iteration 34Q: 3 clusters Score -1630418 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1630566.375000 Penalty: 4594.508789
	Iteration 35Q: 3 clusters Score -1630566 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1630684.625000 Penalty: 4594.508789
	Iteration 36Q: 3 clusters Score -1630685 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1630783.250000 Penalty: 4594.508789
	Iteration 37Q: 3 clusters Score -1630783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1630851.750000 Penalty: 4594.508789
	Iteration 38Q: 3 clusters Score -1630852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1630909.500000 Penalty: 4594.508789
	Iteration 39Q: 3 clusters Score -1630910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1630974.750000 Penalty: 4594.508789
	Iteration 40F: 3 clusters Score -1630975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1631009.875000 Penalty: 4594.508789
	Iteration 41Q: 3 clusters Score -1631010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1631029.500000 Penalty: 4594.508789
	Iteration 42Q: 3 clusters Score -1631030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1631044.500000 Penalty: 4594.508789
	Iteration 43Q: 3 clusters Score -1631044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1631061.375000 Penalty: 4594.508789
	Iteration 44Q: 3 clusters Score -1631061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1631070.000000 Penalty: 4594.508789
	Iteration 45Q: 3 clusters Score -1631070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1631088.125000 Penalty: 4594.508789
	Iteration 46Q: 3 clusters Score -1631088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1631098.750000 Penalty: 4594.508789
	Iteration 47Q: 3 clusters Score -1631099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1631107.000000 Penalty: 4594.508789
	Iteration 48Q: 3 clusters Score -1631107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1631115.125000 Penalty: 4594.508789
	Iteration 49Q: 3 clusters Score -1631115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1631120.625000 Penalty: 4594.508789
	Iteration 50Q: 3 clusters Score -1631121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1631121.875000 Penalty: 4594.508789
	Iteration 51Q: 3 clusters Score -1631122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1631121.875000 Penalty: 4594.508789
	Iteration 52F: 3 clusters Score -1631122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -305328.093750 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -305328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302661.593750 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -302661.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -303220.125000 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -303220.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -303377.062500 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -303377.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303476.250000 Penalty: 3784.708740
	Iteration 3F: 3 clusters Score -303476.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -303548.937500 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -303548.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -303604.750000 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -303604.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303638.500000 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -303638.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -303663.312500 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -303663.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -303685.281250 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -303685.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -303698.937500 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -303698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -303710.250000 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -303710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -303716.093750 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -303716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -303719.625000 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -303719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303723.437500 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -303723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303727.187500 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -303727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -303729.625000 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -303729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -303730.562500 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -303730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303731.343750 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -303731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -303731.812500 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -303731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -303732.656250 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -303732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -303733.968750 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -303734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -303733.750000 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -303733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -303734.437500 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -303734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -303735.312500 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -303735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -303735.312500 Penalty: 3784.708740
	Iteration 24F: 3 clusters Score -303735.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (122036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122036 members 
Entering Unmasked Estep 
Score: -18772012.000000 Penalty: 2904.593750
	Iteration 0F: 2 clusters Score -1.877201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -18691996.000000 Penalty: 5809.187500
	Iteration 0F: 3 clusters Score -1.8692e+07 nChanged 58256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -18725518.000000 Penalty: 5809.187500
	Iteration 1F: 3 clusters Score -1.872552e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -18726348.000000 Penalty: 5809.187500
	Iteration 2Q: 3 clusters Score -1.872635e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -18727354.000000 Penalty: 5809.187500
	Iteration 3Q: 3 clusters Score -1.872735e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -18728626.000000 Penalty: 5809.187500
	Iteration 4Q: 3 clusters Score -1.872863e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -18730606.000000 Penalty: 5809.187500
	Iteration 5Q: 3 clusters Score -1.873061e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -18733618.000000 Penalty: 5809.187500
	Iteration 6Q: 3 clusters Score -1.873362e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -18738338.000000 Penalty: 5809.187500
	Iteration 7F: 3 clusters Score -1.873834e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -18745062.000000 Penalty: 5809.187500
	Iteration 8F: 3 clusters Score -1.874506e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -18752542.000000 Penalty: 5809.187500
	Iteration 9F: 3 clusters Score -1.875254e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -18758584.000000 Penalty: 5809.187500
	Iteration 10F: 3 clusters Score -1.875858e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -18762542.000000 Penalty: 5809.187500
	Iteration 11Q: 3 clusters Score -1.876254e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -18764896.000000 Penalty: 5809.187500
	Iteration 12Q: 3 clusters Score -1.87649e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -18766430.000000 Penalty: 5809.187500
	Iteration 13Q: 3 clusters Score -1.876643e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -18767534.000000 Penalty: 5809.187500
	Iteration 14Q: 3 clusters Score -1.876753e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -18768426.000000 Penalty: 5809.187500
	Iteration 15Q: 3 clusters Score -1.876843e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -18768908.000000 Penalty: 5809.187500
	Iteration 16Q: 3 clusters Score -1.876891e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 120635 members 
Entering Unmasked Estep 
Score: -18769248.000000 Penalty: 5809.187500
	Iteration 17Q: 3 clusters Score -1.876925e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -18769376.000000 Penalty: 5809.187500
	Iteration 18Q: 3 clusters Score -1.876938e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -18769518.000000 Penalty: 5809.187500
	Iteration 19Q: 3 clusters Score -1.876952e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -18769578.000000 Penalty: 5809.187500
	Iteration 20F: 3 clusters Score -1.876958e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -18769672.000000 Penalty: 5809.187500
	Iteration 21Q: 3 clusters Score -1.876967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 121456 members 
Entering Unmasked Estep 
Score: -18769708.000000 Penalty: 5809.187500
	Iteration 22Q: 3 clusters Score -1.876971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 121486 members 
Entering Unmasked Estep 
Score: -18769706.000000 Penalty: 5809.187500
	Iteration 23Q: 3 clusters Score -1.876971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 121507 members 
Entering Unmasked Estep 
Score: -18769744.000000 Penalty: 5809.187500
	Iteration 24Q: 3 clusters Score -1.876974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 121513 members 
Entering Unmasked Estep 
Score: -18769776.000000 Penalty: 5809.187500
	Iteration 25Q: 3 clusters Score -1.876978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -18769762.000000 Penalty: 5809.187500
	Iteration 26Q: 3 clusters Score -1.876976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -18769776.000000 Penalty: 5809.187500
	Iteration 27Q: 3 clusters Score -1.876978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -18769788.000000 Penalty: 5809.187500
	Iteration 28Q: 3 clusters Score -1.876979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 121545 members 
Entering Unmasked Estep 
Score: -18769796.000000 Penalty: 5809.187500
	Iteration 29Q: 3 clusters Score -1.87698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 121545 members 
Entering Unmasked Estep 
Score: -18769800.000000 Penalty: 5809.187500
	Iteration 30Q: 3 clusters Score -1.87698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -18769810.000000 Penalty: 5809.187500
	Iteration 31Q: 3 clusters Score -1.876981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -18769804.000000 Penalty: 5809.187500
	Iteration 32Q: 3 clusters Score -1.87698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -18769800.000000 Penalty: 5809.187500
	Iteration 33Q: 3 clusters Score -1.87698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -18769800.000000 Penalty: 5809.187500
	Iteration 34F: 3 clusters Score -1.87698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17609.171875 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17609.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18030.744141 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -18030.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18290.828125 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -18290.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18523.431641 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -18523.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18562.869141 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -18562.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18584.779297 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -18584.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18584.779297 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -18584.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 73 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 129 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165296.000000 Penalty: 126803.226562
Splitting cluster 4 changes total score from -104167496.000000 to -104165296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (42575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Entering Unmasked Estep 
Score: -6543518.000000 Penalty: 2643.437500
	Iteration 0F: 2 clusters Score -6543518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -6514821.000000 Penalty: 5286.875000
	Iteration 0F: 3 clusters Score -6514821 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -6525907.500000 Penalty: 5286.875000
	Iteration 1F: 3 clusters Score -6525908 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -6527029.000000 Penalty: 5286.875000
	Iteration 2F: 3 clusters Score -6527029 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -6528487.000000 Penalty: 5286.875000
	Iteration 3F: 3 clusters Score -6528487 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -6530285.500000 Penalty: 5286.875000
	Iteration 4F: 3 clusters Score -6530286 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6532038.000000 Penalty: 5286.875000
	Iteration 5F: 3 clusters Score -6532038 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6533561.500000 Penalty: 5286.875000
	Iteration 6F: 3 clusters Score -6533562 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -6534692.500000 Penalty: 5286.875000
	Iteration 7F: 3 clusters Score -6534692 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -6535627.000000 Penalty: 5286.875000
	Iteration 8Q: 3 clusters Score -6535627 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6536419.000000 Penalty: 5286.875000
	Iteration 9Q: 3 clusters Score -6536419 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -6537118.500000 Penalty: 5286.875000
	Iteration 10Q: 3 clusters Score -6537118 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6537738.000000 Penalty: 5286.875000
	Iteration 11Q: 3 clusters Score -6537738 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -6538374.000000 Penalty: 5286.875000
	Iteration 12Q: 3 clusters Score -6538374 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -6538871.500000 Penalty: 5286.875000
	Iteration 13Q: 3 clusters Score -6538872 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -6539308.000000 Penalty: 5286.875000
	Iteration 14Q: 3 clusters Score -6539308 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -6539615.500000 Penalty: 5286.875000
	Iteration 15Q: 3 clusters Score -6539616 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -6539842.000000 Penalty: 5286.875000
	Iteration 16Q: 3 clusters Score -6539842 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -6540097.500000 Penalty: 5286.875000
	Iteration 17Q: 3 clusters Score -6540098 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -6540315.500000 Penalty: 5286.875000
	Iteration 18Q: 3 clusters Score -6540316 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6540492.000000 Penalty: 5286.875000
	Iteration 19Q: 3 clusters Score -6540492 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6540618.000000 Penalty: 5286.875000
	Iteration 20F: 3 clusters Score -6540618 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6540728.500000 Penalty: 5286.875000
	Iteration 21Q: 3 clusters Score -6540728 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -6540793.000000 Penalty: 5286.875000
	Iteration 22Q: 3 clusters Score -6540793 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6540828.000000 Penalty: 5286.875000
	Iteration 23Q: 3 clusters Score -6540828 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -6540879.000000 Penalty: 5286.875000
	Iteration 24Q: 3 clusters Score -6540879 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -6540886.000000 Penalty: 5286.875000
	Iteration 25Q: 3 clusters Score -6540886 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6540923.500000 Penalty: 5286.875000
	Iteration 26Q: 3 clusters Score -6540924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -6540961.500000 Penalty: 5286.875000
	Iteration 27Q: 3 clusters Score -6540962 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -6540989.500000 Penalty: 5286.875000
	Iteration 28Q: 3 clusters Score -6540990 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6541024.000000 Penalty: 5286.875000
	Iteration 29Q: 3 clusters Score -6541024 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6541058.500000 Penalty: 5286.875000
	Iteration 30Q: 3 clusters Score -6541058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -6541082.500000 Penalty: 5286.875000
	Iteration 31Q: 3 clusters Score -6541082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -6541114.500000 Penalty: 5286.875000
	Iteration 32Q: 3 clusters Score -6541114 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6541142.000000 Penalty: 5286.875000
	Iteration 33Q: 3 clusters Score -6541142 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -6541163.500000 Penalty: 5286.875000
	Iteration 34Q: 3 clusters Score -6541164 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6541203.500000 Penalty: 5286.875000
	Iteration 35Q: 3 clusters Score -6541204 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -6541212.000000 Penalty: 5286.875000
	Iteration 36Q: 3 clusters Score -6541212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -6541200.500000 Penalty: 5286.875000
	Iteration 37Q: 3 clusters Score -6541200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6541221.000000 Penalty: 5286.875000
	Iteration 38Q: 3 clusters Score -6541221 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -6541230.000000 Penalty: 5286.875000
	Iteration 39Q: 3 clusters Score -6541230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -6541251.500000 Penalty: 5286.875000
	Iteration 40F: 3 clusters Score -6541252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -6541265.000000 Penalty: 5286.875000
	Iteration 41Q: 3 clusters Score -6541265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6541268.000000 Penalty: 5286.875000
	Iteration 42Q: 3 clusters Score -6541268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -6541282.000000 Penalty: 5286.875000
	Iteration 43Q: 3 clusters Score -6541282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -6541279.500000 Penalty: 5286.875000
	Iteration 44Q: 3 clusters Score -6541280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -6541274.500000 Penalty: 5286.875000
	Iteration 45Q: 3 clusters Score -6541274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6541291.000000 Penalty: 5286.875000
	Iteration 46Q: 3 clusters Score -6541291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -6541301.000000 Penalty: 5286.875000
	Iteration 47Q: 3 clusters Score -6541301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -6541295.500000 Penalty: 5286.875000
	Iteration 48Q: 3 clusters Score -6541296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -6541298.000000 Penalty: 5286.875000
	Iteration 49Q: 3 clusters Score -6541298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -6541312.000000 Penalty: 5286.875000
	Iteration 50Q: 3 clusters Score -6541312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6541319.000000 Penalty: 5286.875000
	Iteration 51Q: 3 clusters Score -6541319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6541322.500000 Penalty: 5286.875000
	Iteration 52Q: 3 clusters Score -6541322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6541319.000000 Penalty: 5286.875000
	Iteration 53Q: 3 clusters Score -6541319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -6541321.500000 Penalty: 5286.875000
	Iteration 54Q: 3 clusters Score -6541322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -6541324.000000 Penalty: 5286.875000
	Iteration 55Q: 3 clusters Score -6541324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -6541334.500000 Penalty: 5286.875000
	Iteration 56Q: 3 clusters Score -6541334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -6541333.000000 Penalty: 5286.875000
	Iteration 57Q: 3 clusters Score -6541333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -6541348.500000 Penalty: 5286.875000
	Iteration 58Q: 3 clusters Score -6541348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6541358.000000 Penalty: 5286.875000
	Iteration 59Q: 3 clusters Score -6541358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6541376.000000 Penalty: 5286.875000
	Iteration 60F: 3 clusters Score -6541376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -6541361.000000 Penalty: 5286.875000
	Iteration 61Q: 3 clusters Score -6541361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6541358.500000 Penalty: 5286.875000
	Iteration 62Q: 3 clusters Score -6541358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6541370.500000 Penalty: 5286.875000
	Iteration 63Q: 3 clusters Score -6541370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -6541358.000000 Penalty: 5286.875000
	Iteration 64Q: 3 clusters Score -6541358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6541354.500000 Penalty: 5286.875000
	Iteration 65Q: 3 clusters Score -6541354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6541358.000000 Penalty: 5286.875000
	Iteration 66Q: 3 clusters Score -6541358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -6541362.000000 Penalty: 5286.875000
	Iteration 67Q: 3 clusters Score -6541362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6541363.000000 Penalty: 5286.875000
	Iteration 68Q: 3 clusters Score -6541363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -6541368.500000 Penalty: 5286.875000
	Iteration 69Q: 3 clusters Score -6541368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -6541362.000000 Penalty: 5286.875000
	Iteration 70Q: 3 clusters Score -6541362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6541361.500000 Penalty: 5286.875000
	Iteration 71Q: 3 clusters Score -6541362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -6541372.500000 Penalty: 5286.875000
	Iteration 72Q: 3 clusters Score -6541372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -6541366.500000 Penalty: 5286.875000
	Iteration 73Q: 3 clusters Score -6541366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6541364.000000 Penalty: 5286.875000
	Iteration 74Q: 3 clusters Score -6541364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -6541374.000000 Penalty: 5286.875000
	Iteration 75Q: 3 clusters Score -6541374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6541373.000000 Penalty: 5286.875000
	Iteration 76Q: 3 clusters Score -6541373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6541377.500000 Penalty: 5286.875000
	Iteration 77Q: 3 clusters Score -6541378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -6541387.000000 Penalty: 5286.875000
	Iteration 78Q: 3 clusters Score -6541387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6541380.000000 Penalty: 5286.875000
	Iteration 79Q: 3 clusters Score -6541380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -6541382.500000 Penalty: 5286.875000
	Iteration 80F: 3 clusters Score -6541382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6541376.500000 Penalty: 5286.875000
	Iteration 81Q: 3 clusters Score -6541376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -6541375.000000 Penalty: 5286.875000
	Iteration 82Q: 3 clusters Score -6541375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6541388.000000 Penalty: 5286.875000
	Iteration 83Q: 3 clusters Score -6541388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6541389.500000 Penalty: 5286.875000
	Iteration 84Q: 3 clusters Score -6541390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6541383.500000 Penalty: 5286.875000
	Iteration 85Q: 3 clusters Score -6541384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6541381.000000 Penalty: 5286.875000
	Iteration 86Q: 3 clusters Score -6541381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6541379.000000 Penalty: 5286.875000
	Iteration 87Q: 3 clusters Score -6541379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6541379.500000 Penalty: 5286.875000
	Iteration 88Q: 3 clusters Score -6541380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6541379.500000 Penalty: 5286.875000
	Iteration 89F: 3 clusters Score -6541380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -323089.000000 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -323089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -320285.218750 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -320285.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -320896.125000 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -320896.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321191.781250 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -321191.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -321388.781250 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -321388.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -321508.343750 Penalty: 3838.937988
	Iteration 4F: 3 clusters Score -321508.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -321585.031250 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -321585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -321645.187500 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -321645.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321705.093750 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -321705.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -321760.000000 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -321760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321811.375000 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -321811.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321868.156250 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -321868.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -321922.500000 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -321922.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321960.812500 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -321960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -321989.250000 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -321989.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -322017.468750 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -322017.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322060.593750 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -322060.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -322100.750000 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -322100.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322138.375000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -322138.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -322193.968750 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -322194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322242.968750 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -322243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322271.781250 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -322271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -322286.625000 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -322286.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -322306.093750 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -322306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -322318.687500 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -322318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -322335.687500 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -322335.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -322348.500000 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -322348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -322361.031250 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -322361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -322380.093750 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -322380.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -322388.906250 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -322388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -322392.843750 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -322392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -322397.593750 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -322397.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -322402.031250 Penalty: 3838.937988
	Iteration 31Q: 3 clusters Score -322402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -322405.375000 Penalty: 3838.937988
	Iteration 32Q: 3 clusters Score -322405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -322408.750000 Penalty: 3838.937988
	Iteration 33Q: 3 clusters Score -322408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -322413.500000 Penalty: 3838.937988
	Iteration 34Q: 3 clusters Score -322413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -322414.656250 Penalty: 3838.937988
	Iteration 35Q: 3 clusters Score -322414.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -322417.625000 Penalty: 3838.937988
	Iteration 36Q: 3 clusters Score -322417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -322418.468750 Penalty: 3838.937988
	Iteration 37Q: 3 clusters Score -322418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -322418.937500 Penalty: 3838.937988
	Iteration 38Q: 3 clusters Score -322418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -322419.250000 Penalty: 3838.937988
	Iteration 39Q: 3 clusters Score -322419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -322419.250000 Penalty: 3838.937988
	Iteration 40F: 3 clusters Score -322419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -1744317.750000 Penalty: 2319.944336
	Iteration 0F: 2 clusters Score -1744318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1735705.625000 Penalty: 4639.888672
	Iteration 0F: 3 clusters Score -1735706 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1738203.500000 Penalty: 4639.888672
	Iteration 1F: 3 clusters Score -1738204 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1738622.625000 Penalty: 4639.888672
	Iteration 2F: 3 clusters Score -1738623 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1739013.250000 Penalty: 4639.888672
	Iteration 3F: 3 clusters Score -1739013 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1739457.625000 Penalty: 4639.888672
	Iteration 4F: 3 clusters Score -1739458 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1739907.875000 Penalty: 4639.888672
	Iteration 5F: 3 clusters Score -1739908 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1740327.750000 Penalty: 4639.888672
	Iteration 6F: 3 clusters Score -1740328 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1740755.125000 Penalty: 4639.888672
	Iteration 7F: 3 clusters Score -1740755 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1741087.875000 Penalty: 4639.888672
	Iteration 8Q: 3 clusters Score -1741088 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1741344.875000 Penalty: 4639.888672
	Iteration 9Q: 3 clusters Score -1741345 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1741554.375000 Penalty: 4639.888672
	Iteration 10Q: 3 clusters Score -1741554 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1741717.500000 Penalty: 4639.888672
	Iteration 11Q: 3 clusters Score -1741718 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1741854.750000 Penalty: 4639.888672
	Iteration 12Q: 3 clusters Score -1741855 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1741951.000000 Penalty: 4639.888672
	Iteration 13Q: 3 clusters Score -1741951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1742023.500000 Penalty: 4639.888672
	Iteration 14Q: 3 clusters Score -1742024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1742080.125000 Penalty: 4639.888672
	Iteration 15Q: 3 clusters Score -1742080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1742115.750000 Penalty: 4639.888672
	Iteration 16Q: 3 clusters Score -1742116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1742150.250000 Penalty: 4639.888672
	Iteration 17Q: 3 clusters Score -1742150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1742167.875000 Penalty: 4639.888672
	Iteration 18Q: 3 clusters Score -1742168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1742184.000000 Penalty: 4639.888672
	Iteration 19Q: 3 clusters Score -1742184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1742199.250000 Penalty: 4639.888672
	Iteration 20F: 3 clusters Score -1742199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1742219.250000 Penalty: 4639.888672
	Iteration 21Q: 3 clusters Score -1742219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1742225.875000 Penalty: 4639.888672
	Iteration 22Q: 3 clusters Score -1742226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1742239.250000 Penalty: 4639.888672
	Iteration 23Q: 3 clusters Score -1742239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1742244.500000 Penalty: 4639.888672
	Iteration 24Q: 3 clusters Score -1742244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1742251.000000 Penalty: 4639.888672
	Iteration 25Q: 3 clusters Score -1742251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1742256.375000 Penalty: 4639.888672
	Iteration 26Q: 3 clusters Score -1742256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1742260.375000 Penalty: 4639.888672
	Iteration 27Q: 3 clusters Score -1742260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1742266.000000 Penalty: 4639.888672
	Iteration 28Q: 3 clusters Score -1742266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1742268.750000 Penalty: 4639.888672
	Iteration 29Q: 3 clusters Score -1742269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1742268.750000 Penalty: 4639.888672
	Iteration 30Q: 3 clusters Score -1742269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1742272.375000 Penalty: 4639.888672
	Iteration 31Q: 3 clusters Score -1742272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1742271.875000 Penalty: 4639.888672
	Iteration 32Q: 3 clusters Score -1742272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1742272.625000 Penalty: 4639.888672
	Iteration 33Q: 3 clusters Score -1742273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1742276.250000 Penalty: 4639.888672
	Iteration 34Q: 3 clusters Score -1742276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1742275.125000 Penalty: 4639.888672
	Iteration 35Q: 3 clusters Score -1742275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1742280.625000 Penalty: 4639.888672
	Iteration 36Q: 3 clusters Score -1742281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1742281.875000 Penalty: 4639.888672
	Iteration 37Q: 3 clusters Score -1742282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1742283.125000 Penalty: 4639.888672
	Iteration 38Q: 3 clusters Score -1742283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1742287.500000 Penalty: 4639.888672
	Iteration 39Q: 3 clusters Score -1742288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1742286.875000 Penalty: 4639.888672
	Iteration 40F: 3 clusters Score -1742287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1742286.500000 Penalty: 4639.888672
	Iteration 41Q: 3 clusters Score -1742286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1742293.875000 Penalty: 4639.888672
	Iteration 42Q: 3 clusters Score -1742294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1742297.000000 Penalty: 4639.888672
	Iteration 43Q: 3 clusters Score -1742297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1742302.375000 Penalty: 4639.888672
	Iteration 44Q: 3 clusters Score -1742302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1742306.750000 Penalty: 4639.888672
	Iteration 45Q: 3 clusters Score -1742307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1742309.875000 Penalty: 4639.888672
	Iteration 46Q: 3 clusters Score -1742310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1742313.000000 Penalty: 4639.888672
	Iteration 47Q: 3 clusters Score -1742313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1742319.125000 Penalty: 4639.888672
	Iteration 48Q: 3 clusters Score -1742319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1742321.250000 Penalty: 4639.888672
	Iteration 49Q: 3 clusters Score -1742321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1742322.500000 Penalty: 4639.888672
	Iteration 50Q: 3 clusters Score -1742322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1742324.875000 Penalty: 4639.888672
	Iteration 51Q: 3 clusters Score -1742325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1742321.500000 Penalty: 4639.888672
	Iteration 52Q: 3 clusters Score -1742322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1742328.750000 Penalty: 4639.888672
	Iteration 53Q: 3 clusters Score -1742329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1742332.750000 Penalty: 4639.888672
	Iteration 54Q: 3 clusters Score -1742333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1742332.750000 Penalty: 4639.888672
	Iteration 55Q: 3 clusters Score -1742333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1742335.750000 Penalty: 4639.888672
	Iteration 56Q: 3 clusters Score -1742336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1742336.750000 Penalty: 4639.888672
	Iteration 57Q: 3 clusters Score -1742337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1742340.375000 Penalty: 4639.888672
	Iteration 58Q: 3 clusters Score -1742340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1742337.875000 Penalty: 4639.888672
	Iteration 59Q: 3 clusters Score -1742338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1742341.875000 Penalty: 4639.888672
	Iteration 60F: 3 clusters Score -1742342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1742341.875000 Penalty: 4639.888672
	Iteration 61Q: 3 clusters Score -1742342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1742348.125000 Penalty: 4639.888672
	Iteration 62Q: 3 clusters Score -1742348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1742350.250000 Penalty: 4639.888672
	Iteration 63Q: 3 clusters Score -1742350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1742355.375000 Penalty: 4639.888672
	Iteration 64Q: 3 clusters Score -1742355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1742356.750000 Penalty: 4639.888672
	Iteration 65Q: 3 clusters Score -1742357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1742366.875000 Penalty: 4639.888672
	Iteration 66Q: 3 clusters Score -1742367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1742364.500000 Penalty: 4639.888672
	Iteration 67Q: 3 clusters Score -1742364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1742372.000000 Penalty: 4639.888672
	Iteration 68Q: 3 clusters Score -1742372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1742375.125000 Penalty: 4639.888672
	Iteration 69Q: 3 clusters Score -1742375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1742374.250000 Penalty: 4639.888672
	Iteration 70Q: 3 clusters Score -1742374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1742378.500000 Penalty: 4639.888672
	Iteration 71Q: 3 clusters Score -1742378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1742383.875000 Penalty: 4639.888672
	Iteration 72Q: 3 clusters Score -1742384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1742385.875000 Penalty: 4639.888672
	Iteration 73Q: 3 clusters Score -1742386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1742386.500000 Penalty: 4639.888672
	Iteration 74Q: 3 clusters Score -1742386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1742390.125000 Penalty: 4639.888672
	Iteration 75Q: 3 clusters Score -1742390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1742391.500000 Penalty: 4639.888672
	Iteration 76Q: 3 clusters Score -1742392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1742393.250000 Penalty: 4639.888672
	Iteration 77Q: 3 clusters Score -1742393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1742394.750000 Penalty: 4639.888672
	Iteration 78Q: 3 clusters Score -1742395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1742397.375000 Penalty: 4639.888672
	Iteration 79Q: 3 clusters Score -1742397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1742398.125000 Penalty: 4639.888672
	Iteration 80F: 3 clusters Score -1742398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1742400.250000 Penalty: 4639.888672
	Iteration 81Q: 3 clusters Score -1742400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1742407.750000 Penalty: 4639.888672
	Iteration 82Q: 3 clusters Score -1742408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1742406.875000 Penalty: 4639.888672
	Iteration 83Q: 3 clusters Score -1742407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1742410.500000 Penalty: 4639.888672
	Iteration 84Q: 3 clusters Score -1742410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1742411.375000 Penalty: 4639.888672
	Iteration 85Q: 3 clusters Score -1742411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1742414.375000 Penalty: 4639.888672
	Iteration 86Q: 3 clusters Score -1742414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1742417.375000 Penalty: 4639.888672
	Iteration 87Q: 3 clusters Score -1742417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1742421.375000 Penalty: 4639.888672
	Iteration 88Q: 3 clusters Score -1742421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1742421.750000 Penalty: 4639.888672
	Iteration 89Q: 3 clusters Score -1742422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1742428.625000 Penalty: 4639.888672
	Iteration 90Q: 3 clusters Score -1742429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1742427.000000 Penalty: 4639.888672
	Iteration 91Q: 3 clusters Score -1742427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1742431.250000 Penalty: 4639.888672
	Iteration 92Q: 3 clusters Score -1742431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1742437.875000 Penalty: 4639.888672
	Iteration 93Q: 3 clusters Score -1742438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1742446.000000 Penalty: 4639.888672
	Iteration 94Q: 3 clusters Score -1742446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1742446.750000 Penalty: 4639.888672
	Iteration 95Q: 3 clusters Score -1742447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1742449.000000 Penalty: 4639.888672
	Iteration 96Q: 3 clusters Score -1742449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1742455.500000 Penalty: 4639.888672
	Iteration 97Q: 3 clusters Score -1742456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1742455.500000 Penalty: 4639.888672
	Iteration 98Q: 3 clusters Score -1742456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1742458.125000 Penalty: 4639.888672
	Iteration 99Q: 3 clusters Score -1742458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1742461.875000 Penalty: 4639.888672
	Iteration 100F: 3 clusters Score -1742462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1742463.875000 Penalty: 4639.888672
	Iteration 101Q: 3 clusters Score -1742464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1742464.625000 Penalty: 4639.888672
	Iteration 102Q: 3 clusters Score -1742465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1742471.000000 Penalty: 4639.888672
	Iteration 103Q: 3 clusters Score -1742471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1742481.500000 Penalty: 4639.888672
	Iteration 104Q: 3 clusters Score -1742482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1742493.500000 Penalty: 4639.888672
	Iteration 105Q: 3 clusters Score -1742494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1742499.125000 Penalty: 4639.888672
	Iteration 106Q: 3 clusters Score -1742499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1742496.375000 Penalty: 4639.888672
	Iteration 107Q: 3 clusters Score -1742496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1742504.500000 Penalty: 4639.888672
	Iteration 108Q: 3 clusters Score -1742504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1742509.125000 Penalty: 4639.888672
	Iteration 109Q: 3 clusters Score -1742509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1742511.500000 Penalty: 4639.888672
	Iteration 110Q: 3 clusters Score -1742512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1742514.250000 Penalty: 4639.888672
	Iteration 111Q: 3 clusters Score -1742514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1742514.000000 Penalty: 4639.888672
	Iteration 112Q: 3 clusters Score -1742514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1742516.000000 Penalty: 4639.888672
	Iteration 113Q: 3 clusters Score -1742516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1742514.750000 Penalty: 4639.888672
	Iteration 114Q: 3 clusters Score -1742515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1742519.500000 Penalty: 4639.888672
	Iteration 115Q: 3 clusters Score -1742520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1742520.000000 Penalty: 4639.888672
	Iteration 116Q: 3 clusters Score -1742520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1742522.500000 Penalty: 4639.888672
	Iteration 117Q: 3 clusters Score -1742522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1742523.000000 Penalty: 4639.888672
	Iteration 118Q: 3 clusters Score -1742523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1742525.000000 Penalty: 4639.888672
	Iteration 119Q: 3 clusters Score -1742525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1742524.875000 Penalty: 4639.888672
	Iteration 120F: 3 clusters Score -1742525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1742523.875000 Penalty: 4639.888672
	Iteration 121Q: 3 clusters Score -1742524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1742530.500000 Penalty: 4639.888672
	Iteration 122Q: 3 clusters Score -1742530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1742532.250000 Penalty: 4639.888672
	Iteration 123Q: 3 clusters Score -1742532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1742531.125000 Penalty: 4639.888672
	Iteration 124Q: 3 clusters Score -1742531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1742535.625000 Penalty: 4639.888672
	Iteration 125Q: 3 clusters Score -1742536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1742537.375000 Penalty: 4639.888672
	Iteration 126Q: 3 clusters Score -1742537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1742537.750000 Penalty: 4639.888672
	Iteration 127Q: 3 clusters Score -1742538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1742538.125000 Penalty: 4639.888672
	Iteration 128Q: 3 clusters Score -1742538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1742543.750000 Penalty: 4639.888672
	Iteration 129Q: 3 clusters Score -1742544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1742544.250000 Penalty: 4639.888672
	Iteration 130Q: 3 clusters Score -1742544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1742545.750000 Penalty: 4639.888672
	Iteration 131Q: 3 clusters Score -1742546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1742544.375000 Penalty: 4639.888672
	Iteration 132Q: 3 clusters Score -1742544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1742544.375000 Penalty: 4639.888672
	Iteration 133F: 3 clusters Score -1742544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -719297.375000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -719297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -714806.250000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -714806.2 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -715952.562500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -715952.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -716229.000000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -716229 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -716476.500000 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -716476.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -716791.062500 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -716791.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -717152.187500 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -717152.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -717496.625000 Penalty: 4214.203613
	Iteration 6F: 3 clusters Score -717496.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -717744.937500 Penalty: 4214.203613
	Iteration 7F: 3 clusters Score -717744.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -717892.500000 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -717892.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -717968.437500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -717968.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -718006.500000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -718006.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -718027.375000 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -718027.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -718043.687500 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -718043.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -718055.187500 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -718055.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -718062.937500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -718062.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -718064.875000 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -718064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -718067.937500 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -718067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -718068.375000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -718068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -718070.375000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -718070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -718072.312500 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -718072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -718075.562500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -718075.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -718077.687500 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -718077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -718079.875000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -718079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -718081.875000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -718081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -718083.687500 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -718083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -718084.000000 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -718084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -718085.562500 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -718085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -718087.625000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -718087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -718089.937500 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -718089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -718093.812500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -718093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -718098.562500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -718098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -718102.937500 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -718102.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -718109.187500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -718109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -718116.625000 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -718116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -718123.000000 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -718123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -718136.500000 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -718136.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -718174.437500 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -718174.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -718243.625000 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -718243.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -718360.000000 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -718360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -718543.625000 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -718543.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -718695.250000 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -718695.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718768.687500 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -718768.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -718794.250000 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -718794.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -718809.437500 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -718809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -718816.312500 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -718816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -718820.125000 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -718820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -718820.937500 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -718820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -718823.937500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -718823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -718824.687500 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -718824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -718825.312500 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -718825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -718824.125000 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -718824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -718824.125000 Penalty: 4214.203613
	Iteration 51F: 3 clusters Score -718824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -587773.750000 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -587773.8 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 1882 members 
Entering Unmasked Estep 
Score: -583979.187500 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -583979.2 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -584749.562500 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -584749.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -584938.687500 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -584938.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -585068.187500 Penalty: 4090.490967
	Iteration 3Q: 3 clusters Score -585068.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -585165.062500 Penalty: 4090.490967
	Iteration 4Q: 3 clusters Score -585165.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -585246.562500 Penalty: 4090.490967
	Iteration 5Q: 3 clusters Score -585246.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -585313.937500 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -585313.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -585364.687500 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -585364.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -585404.750000 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -585404.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -585443.687500 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -585443.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -585482.875000 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -585482.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -585511.125000 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -585511.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -585532.562500 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -585532.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -585547.562500 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -585547.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -585564.812500 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -585564.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -585587.062500 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -585587.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -585620.125000 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -585620.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -585655.250000 Penalty: 4090.490967
	Iteration 17Q: 3 clusters Score -585655.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -585686.250000 Penalty: 4090.490967
	Iteration 18Q: 3 clusters Score -585686.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -585717.875000 Penalty: 4090.490967
	Iteration 19Q: 3 clusters Score -585717.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -585752.937500 Penalty: 4090.490967
	Iteration 20F: 3 clusters Score -585752.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -585790.250000 Penalty: 4090.490967
	Iteration 21Q: 3 clusters Score -585790.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -585819.500000 Penalty: 4090.490967
	Iteration 22Q: 3 clusters Score -585819.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -585851.000000 Penalty: 4090.490967
	Iteration 23Q: 3 clusters Score -585851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -585882.375000 Penalty: 4090.490967
	Iteration 24Q: 3 clusters Score -585882.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -585910.437500 Penalty: 4090.490967
	Iteration 25Q: 3 clusters Score -585910.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -585930.437500 Penalty: 4090.490967
	Iteration 26Q: 3 clusters Score -585930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -585947.687500 Penalty: 4090.490967
	Iteration 27Q: 3 clusters Score -585947.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -585969.375000 Penalty: 4090.490967
	Iteration 28Q: 3 clusters Score -585969.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -585991.812500 Penalty: 4090.490967
	Iteration 29Q: 3 clusters Score -585991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -586013.625000 Penalty: 4090.490967
	Iteration 30Q: 3 clusters Score -586013.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -586032.625000 Penalty: 4090.490967
	Iteration 31Q: 3 clusters Score -586032.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -586053.187500 Penalty: 4090.490967
	Iteration 32Q: 3 clusters Score -586053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -586064.875000 Penalty: 4090.490967
	Iteration 33Q: 3 clusters Score -586064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -586074.500000 Penalty: 4090.490967
	Iteration 34Q: 3 clusters Score -586074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -586080.062500 Penalty: 4090.490967
	Iteration 35Q: 3 clusters Score -586080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -586089.562500 Penalty: 4090.490967
	Iteration 36Q: 3 clusters Score -586089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -586099.750000 Penalty: 4090.490967
	Iteration 37Q: 3 clusters Score -586099.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -586104.500000 Penalty: 4090.490967
	Iteration 38Q: 3 clusters Score -586104.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -586109.437500 Penalty: 4090.490967
	Iteration 39Q: 3 clusters Score -586109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -586113.000000 Penalty: 4090.490967
	Iteration 40F: 3 clusters Score -586113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -586117.687500 Penalty: 4090.490967
	Iteration 41Q: 3 clusters Score -586117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -586119.937500 Penalty: 4090.490967
	Iteration 42Q: 3 clusters Score -586119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -586124.937500 Penalty: 4090.490967
	Iteration 43Q: 3 clusters Score -586124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -586126.625000 Penalty: 4090.490967
	Iteration 44Q: 3 clusters Score -586126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -586126.625000 Penalty: 4090.490967
	Iteration 45F: 3 clusters Score -586126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -367202.812500 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -367202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -364315.812500 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -364315.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -364936.375000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -364936.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -365196.937500 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -365196.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -365433.750000 Penalty: 3861.511230
	Iteration 3F: 3 clusters Score -365433.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -365665.125000 Penalty: 3861.511230
	Iteration 4F: 3 clusters Score -365665.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -365840.218750 Penalty: 3861.511230
	Iteration 5F: 3 clusters Score -365840.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -365965.093750 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -365965.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -366082.875000 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -366082.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -366193.781250 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -366193.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -366277.656250 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -366277.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -366349.343750 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -366349.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -366416.500000 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -366416.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -366465.375000 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -366465.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -366498.250000 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -366498.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -366516.312500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -366516.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -366526.406250 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -366526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -366532.062500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -366532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -366539.000000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -366539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -366545.906250 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -366545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -366552.718750 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -366552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -366560.156250 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -366560.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -366564.625000 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -366564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -366569.406250 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -366569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -366569.406250 Penalty: 3861.511230
	Iteration 23F: 3 clusters Score -366569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Entering Unmasked Estep 
Score: -634928.312500 Penalty: 2079.488037
	Iteration 0F: 2 clusters Score -634928.3 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 2186 members 
Entering Unmasked Estep 
Score: -630796.312500 Penalty: 4158.976074
	Iteration 0F: 3 clusters Score -630796.3 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -631642.250000 Penalty: 4158.976074
	Iteration 1F: 3 clusters Score -631642.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -631818.812500 Penalty: 4158.976074
	Iteration 2F: 3 clusters Score -631818.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -631945.625000 Penalty: 4158.976074
	Iteration 3Q: 3 clusters Score -631945.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -632032.250000 Penalty: 4158.976074
	Iteration 4Q: 3 clusters Score -632032.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -632099.687500 Penalty: 4158.976074
	Iteration 5Q: 3 clusters Score -632099.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -632153.375000 Penalty: 4158.976074
	Iteration 6Q: 3 clusters Score -632153.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -632201.500000 Penalty: 4158.976074
	Iteration 7Q: 3 clusters Score -632201.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -632250.625000 Penalty: 4158.976074
	Iteration 8Q: 3 clusters Score -632250.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -632285.875000 Penalty: 4158.976074
	Iteration 9Q: 3 clusters Score -632285.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -632310.125000 Penalty: 4158.976074
	Iteration 10Q: 3 clusters Score -632310.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -632340.062500 Penalty: 4158.976074
	Iteration 11Q: 3 clusters Score -632340.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -632365.250000 Penalty: 4158.976074
	Iteration 12Q: 3 clusters Score -632365.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -632387.750000 Penalty: 4158.976074
	Iteration 13Q: 3 clusters Score -632387.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -632406.687500 Penalty: 4158.976074
	Iteration 14Q: 3 clusters Score -632406.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -632428.000000 Penalty: 4158.976074
	Iteration 15Q: 3 clusters Score -632428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -632448.437500 Penalty: 4158.976074
	Iteration 16Q: 3 clusters Score -632448.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -632467.187500 Penalty: 4158.976074
	Iteration 17Q: 3 clusters Score -632467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -632485.312500 Penalty: 4158.976074
	Iteration 18Q: 3 clusters Score -632485.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -632502.437500 Penalty: 4158.976074
	Iteration 19Q: 3 clusters Score -632502.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -632516.437500 Penalty: 4158.976074
	Iteration 20F: 3 clusters Score -632516.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -632529.312500 Penalty: 4158.976074
	Iteration 21Q: 3 clusters Score -632529.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -632537.437500 Penalty: 4158.976074
	Iteration 22Q: 3 clusters Score -632537.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -632546.875000 Penalty: 4158.976074
	Iteration 23Q: 3 clusters Score -632546.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -632555.187500 Penalty: 4158.976074
	Iteration 24Q: 3 clusters Score -632555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -632565.687500 Penalty: 4158.976074
	Iteration 25Q: 3 clusters Score -632565.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -632577.312500 Penalty: 4158.976074
	Iteration 26Q: 3 clusters Score -632577.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -632593.250000 Penalty: 4158.976074
	Iteration 27Q: 3 clusters Score -632593.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -632609.500000 Penalty: 4158.976074
	Iteration 28Q: 3 clusters Score -632609.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -632628.250000 Penalty: 4158.976074
	Iteration 29Q: 3 clusters Score -632628.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -632650.000000 Penalty: 4158.976074
	Iteration 30Q: 3 clusters Score -632650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -632670.625000 Penalty: 4158.976074
	Iteration 31Q: 3 clusters Score -632670.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -632687.250000 Penalty: 4158.976074
	Iteration 32Q: 3 clusters Score -632687.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -632710.250000 Penalty: 4158.976074
	Iteration 33Q: 3 clusters Score -632710.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -632735.625000 Penalty: 4158.976074
	Iteration 34Q: 3 clusters Score -632735.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -632761.187500 Penalty: 4158.976074
	Iteration 35Q: 3 clusters Score -632761.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -632795.437500 Penalty: 4158.976074
	Iteration 36Q: 3 clusters Score -632795.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -632835.500000 Penalty: 4158.976074
	Iteration 37Q: 3 clusters Score -632835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -632882.937500 Penalty: 4158.976074
	Iteration 38Q: 3 clusters Score -632882.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -632934.312500 Penalty: 4158.976074
	Iteration 39Q: 3 clusters Score -632934.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -632982.000000 Penalty: 4158.976074
	Iteration 40F: 3 clusters Score -632982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -633031.500000 Penalty: 4158.976074
	Iteration 41Q: 3 clusters Score -633031.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -633085.125000 Penalty: 4158.976074
	Iteration 42Q: 3 clusters Score -633085.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -633139.437500 Penalty: 4158.976074
	Iteration 43Q: 3 clusters Score -633139.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -633187.312500 Penalty: 4158.976074
	Iteration 44Q: 3 clusters Score -633187.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -633225.687500 Penalty: 4158.976074
	Iteration 45Q: 3 clusters Score -633225.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -633262.437500 Penalty: 4158.976074
	Iteration 46Q: 3 clusters Score -633262.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -633297.187500 Penalty: 4158.976074
	Iteration 47Q: 3 clusters Score -633297.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -633324.062500 Penalty: 4158.976074
	Iteration 48Q: 3 clusters Score -633324.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -633355.437500 Penalty: 4158.976074
	Iteration 49Q: 3 clusters Score -633355.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -633380.625000 Penalty: 4158.976074
	Iteration 50Q: 3 clusters Score -633380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -633390.625000 Penalty: 4158.976074
	Iteration 51Q: 3 clusters Score -633390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -633408.375000 Penalty: 4158.976074
	Iteration 52Q: 3 clusters Score -633408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -633425.750000 Penalty: 4158.976074
	Iteration 53Q: 3 clusters Score -633425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -633438.687500 Penalty: 4158.976074
	Iteration 54Q: 3 clusters Score -633438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -633441.937500 Penalty: 4158.976074
	Iteration 55Q: 3 clusters Score -633441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -633449.000000 Penalty: 4158.976074
	Iteration 56Q: 3 clusters Score -633449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -633450.750000 Penalty: 4158.976074
	Iteration 57Q: 3 clusters Score -633450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -633452.500000 Penalty: 4158.976074
	Iteration 58Q: 3 clusters Score -633452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -633453.562500 Penalty: 4158.976074
	Iteration 59Q: 3 clusters Score -633453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -633457.625000 Penalty: 4158.976074
	Iteration 60F: 3 clusters Score -633457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -633467.437500 Penalty: 4158.976074
	Iteration 61Q: 3 clusters Score -633467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -633474.562500 Penalty: 4158.976074
	Iteration 62Q: 3 clusters Score -633474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -633483.812500 Penalty: 4158.976074
	Iteration 63Q: 3 clusters Score -633483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -633504.625000 Penalty: 4158.976074
	Iteration 64Q: 3 clusters Score -633504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -633526.250000 Penalty: 4158.976074
	Iteration 65Q: 3 clusters Score -633526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -633551.687500 Penalty: 4158.976074
	Iteration 66Q: 3 clusters Score -633551.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -633580.687500 Penalty: 4158.976074
	Iteration 67Q: 3 clusters Score -633580.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -633605.812500 Penalty: 4158.976074
	Iteration 68Q: 3 clusters Score -633605.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -633628.750000 Penalty: 4158.976074
	Iteration 69Q: 3 clusters Score -633628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -633644.750000 Penalty: 4158.976074
	Iteration 70Q: 3 clusters Score -633644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -633662.375000 Penalty: 4158.976074
	Iteration 71Q: 3 clusters Score -633662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -633671.000000 Penalty: 4158.976074
	Iteration 72Q: 3 clusters Score -633671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -633679.687500 Penalty: 4158.976074
	Iteration 73Q: 3 clusters Score -633679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -633686.250000 Penalty: 4158.976074
	Iteration 74Q: 3 clusters Score -633686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -633690.687500 Penalty: 4158.976074
	Iteration 75Q: 3 clusters Score -633690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -633693.375000 Penalty: 4158.976074
	Iteration 76F: 3 clusters Score -633693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -633696.625000 Penalty: 4158.976074
	Iteration 77Q: 3 clusters Score -633696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -633699.000000 Penalty: 4158.976074
	Iteration 78Q: 3 clusters Score -633699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -633700.250000 Penalty: 4158.976074
	Iteration 79Q: 3 clusters Score -633700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -633700.250000 Penalty: 4158.976074
	Iteration 80F: 3 clusters Score -633700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -93692.531250 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -93692.53 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 418 members 
Entering Unmasked Estep 
Score: -92066.289062 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -92066.29 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -92562.281250 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -92562.28 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92858.078125 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -92858.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93170.187500 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -93170.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93476.710938 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -93476.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93792.000000 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -93792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -93855.742188 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -93855.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93863.890625 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -93863.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93868.812500 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -93868.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93875.023438 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -93875.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93875.023438 Penalty: 3333.827148
	Iteration 10F: 3 clusters Score -93875.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 198 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 632 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165680.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104167496.000000 to -104165680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (46597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Entering Unmasked Estep 
Score: -7201578.500000 Penalty: 2665.824219
	Iteration 0F: 2 clusters Score -7201578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7170160.500000 Penalty: 5331.648438
	Iteration 0F: 3 clusters Score -7170160 nChanged 21588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -7181912.000000 Penalty: 5331.648438
	Iteration 1F: 3 clusters Score -7181912 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -7182474.000000 Penalty: 5331.648438
	Iteration 2Q: 3 clusters Score -7182474 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -7183007.500000 Penalty: 5331.648438
	Iteration 3Q: 3 clusters Score -7183008 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7183457.000000 Penalty: 5331.648438
	Iteration 4Q: 3 clusters Score -7183457 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -7184051.500000 Penalty: 5331.648438
	Iteration 5Q: 3 clusters Score -7184052 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -7184727.500000 Penalty: 5331.648438
	Iteration 6Q: 3 clusters Score -7184728 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -7185650.500000 Penalty: 5331.648438
	Iteration 7Q: 3 clusters Score -7185650 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -7186854.000000 Penalty: 5331.648438
	Iteration 8Q: 3 clusters Score -7186854 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -7188625.500000 Penalty: 5331.648438
	Iteration 9F: 3 clusters Score -7188626 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -7190783.500000 Penalty: 5331.648438
	Iteration 10F: 3 clusters Score -7190784 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -7193095.500000 Penalty: 5331.648438
	Iteration 11F: 3 clusters Score -7193096 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -7195065.000000 Penalty: 5331.648438
	Iteration 12Q: 3 clusters Score -7195065 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7196309.500000 Penalty: 5331.648438
	Iteration 13Q: 3 clusters Score -7196310 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7197143.000000 Penalty: 5331.648438
	Iteration 14Q: 3 clusters Score -7197143 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7197792.500000 Penalty: 5331.648438
	Iteration 15Q: 3 clusters Score -7197792 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7198279.500000 Penalty: 5331.648438
	Iteration 16Q: 3 clusters Score -7198280 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7198582.000000 Penalty: 5331.648438
	Iteration 17Q: 3 clusters Score -7198582 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7198820.500000 Penalty: 5331.648438
	Iteration 18Q: 3 clusters Score -7198820 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7199009.000000 Penalty: 5331.648438
	Iteration 19Q: 3 clusters Score -7199009 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7199120.500000 Penalty: 5331.648438
	Iteration 20F: 3 clusters Score -7199120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7199185.500000 Penalty: 5331.648438
	Iteration 21Q: 3 clusters Score -7199186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7199237.500000 Penalty: 5331.648438
	Iteration 22Q: 3 clusters Score -7199238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7199277.500000 Penalty: 5331.648438
	Iteration 23Q: 3 clusters Score -7199278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7199313.000000 Penalty: 5331.648438
	Iteration 24Q: 3 clusters Score -7199313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7199340.500000 Penalty: 5331.648438
	Iteration 25Q: 3 clusters Score -7199340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7199366.000000 Penalty: 5331.648438
	Iteration 26Q: 3 clusters Score -7199366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7199370.500000 Penalty: 5331.648438
	Iteration 27Q: 3 clusters Score -7199370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7199384.000000 Penalty: 5331.648438
	Iteration 28Q: 3 clusters Score -7199384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7199393.000000 Penalty: 5331.648438
	Iteration 29Q: 3 clusters Score -7199393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7199401.000000 Penalty: 5331.648438
	Iteration 30Q: 3 clusters Score -7199401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7199400.500000 Penalty: 5331.648438
	Iteration 31Q: 3 clusters Score -7199400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7199410.000000 Penalty: 5331.648438
	Iteration 32Q: 3 clusters Score -7199410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7199413.000000 Penalty: 5331.648438
	Iteration 33Q: 3 clusters Score -7199413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7199422.500000 Penalty: 5331.648438
	Iteration 34Q: 3 clusters Score -7199422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7199427.000000 Penalty: 5331.648438
	Iteration 35Q: 3 clusters Score -7199427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7199437.000000 Penalty: 5331.648438
	Iteration 36Q: 3 clusters Score -7199437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7199439.500000 Penalty: 5331.648438
	Iteration 37Q: 3 clusters Score -7199440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7199431.000000 Penalty: 5331.648438
	Iteration 38Q: 3 clusters Score -7199431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7199433.500000 Penalty: 5331.648438
	Iteration 39Q: 3 clusters Score -7199434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7199429.500000 Penalty: 5331.648438
	Iteration 40F: 3 clusters Score -7199430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7199433.500000 Penalty: 5331.648438
	Iteration 41Q: 3 clusters Score -7199434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7199441.500000 Penalty: 5331.648438
	Iteration 42Q: 3 clusters Score -7199442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7199441.500000 Penalty: 5331.648438
	Iteration 43Q: 3 clusters Score -7199442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7199444.000000 Penalty: 5331.648438
	Iteration 44Q: 3 clusters Score -7199444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7199444.000000 Penalty: 5331.648438
	Iteration 45Q: 3 clusters Score -7199444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7199450.500000 Penalty: 5331.648438
	Iteration 46Q: 3 clusters Score -7199450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7199448.000000 Penalty: 5331.648438
	Iteration 47Q: 3 clusters Score -7199448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7199449.000000 Penalty: 5331.648438
	Iteration 48Q: 3 clusters Score -7199449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7199452.000000 Penalty: 5331.648438
	Iteration 49Q: 3 clusters Score -7199452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7199450.000000 Penalty: 5331.648438
	Iteration 50Q: 3 clusters Score -7199450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7199443.500000 Penalty: 5331.648438
	Iteration 51Q: 3 clusters Score -7199444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7199448.500000 Penalty: 5331.648438
	Iteration 52Q: 3 clusters Score -7199448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7199448.500000 Penalty: 5331.648438
	Iteration 53F: 3 clusters Score -7199448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Entering Unmasked Estep 
Score: -2265392.500000 Penalty: 2383.410156
	Iteration 0F: 2 clusters Score -2265392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2254611.500000 Penalty: 4766.820312
	Iteration 0F: 3 clusters Score -2254612 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2258309.000000 Penalty: 4766.820312
	Iteration 1F: 3 clusters Score -2258309 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2258956.500000 Penalty: 4766.820312
	Iteration 2F: 3 clusters Score -2258956 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2259678.000000 Penalty: 4766.820312
	Iteration 3F: 3 clusters Score -2259678 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2260406.000000 Penalty: 4766.820312
	Iteration 4F: 3 clusters Score -2260406 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2261080.500000 Penalty: 4766.820312
	Iteration 5F: 3 clusters Score -2261080 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2261663.250000 Penalty: 4766.820312
	Iteration 6F: 3 clusters Score -2261663 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2262105.250000 Penalty: 4766.820312
	Iteration 7Q: 3 clusters Score -2262105 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2262511.750000 Penalty: 4766.820312
	Iteration 8Q: 3 clusters Score -2262512 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2262910.250000 Penalty: 4766.820312
	Iteration 9Q: 3 clusters Score -2262910 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2263280.250000 Penalty: 4766.820312
	Iteration 10Q: 3 clusters Score -2263280 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2263653.500000 Penalty: 4766.820312
	Iteration 11Q: 3 clusters Score -2263654 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2263975.750000 Penalty: 4766.820312
	Iteration 12Q: 3 clusters Score -2263976 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2264188.000000 Penalty: 4766.820312
	Iteration 13Q: 3 clusters Score -2264188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2264364.250000 Penalty: 4766.820312
	Iteration 14Q: 3 clusters Score -2264364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2264512.000000 Penalty: 4766.820312
	Iteration 15Q: 3 clusters Score -2264512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2264626.250000 Penalty: 4766.820312
	Iteration 16Q: 3 clusters Score -2264626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2264729.500000 Penalty: 4766.820312
	Iteration 17Q: 3 clusters Score -2264730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2264811.500000 Penalty: 4766.820312
	Iteration 18Q: 3 clusters Score -2264812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2264873.000000 Penalty: 4766.820312
	Iteration 19Q: 3 clusters Score -2264873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2264917.250000 Penalty: 4766.820312
	Iteration 20F: 3 clusters Score -2264917 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2264957.250000 Penalty: 4766.820312
	Iteration 21Q: 3 clusters Score -2264957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2264983.750000 Penalty: 4766.820312
	Iteration 22Q: 3 clusters Score -2264984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2265001.750000 Penalty: 4766.820312
	Iteration 23Q: 3 clusters Score -2265002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2265016.000000 Penalty: 4766.820312
	Iteration 24Q: 3 clusters Score -2265016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2265034.500000 Penalty: 4766.820312
	Iteration 25Q: 3 clusters Score -2265034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2265051.750000 Penalty: 4766.820312
	Iteration 26Q: 3 clusters Score -2265052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2265061.750000 Penalty: 4766.820312
	Iteration 27Q: 3 clusters Score -2265062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2265067.750000 Penalty: 4766.820312
	Iteration 28Q: 3 clusters Score -2265068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2265071.000000 Penalty: 4766.820312
	Iteration 29Q: 3 clusters Score -2265071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2265079.000000 Penalty: 4766.820312
	Iteration 30Q: 3 clusters Score -2265079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2265081.250000 Penalty: 4766.820312
	Iteration 31Q: 3 clusters Score -2265081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2265080.750000 Penalty: 4766.820312
	Iteration 32Q: 3 clusters Score -2265081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2265081.000000 Penalty: 4766.820312
	Iteration 33Q: 3 clusters Score -2265081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2265080.250000 Penalty: 4766.820312
	Iteration 34Q: 3 clusters Score -2265080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2265081.250000 Penalty: 4766.820312
	Iteration 35Q: 3 clusters Score -2265081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2265083.250000 Penalty: 4766.820312
	Iteration 36Q: 3 clusters Score -2265083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2265090.250000 Penalty: 4766.820312
	Iteration 37Q: 3 clusters Score -2265090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2265086.500000 Penalty: 4766.820312
	Iteration 38Q: 3 clusters Score -2265086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2265085.250000 Penalty: 4766.820312
	Iteration 39Q: 3 clusters Score -2265085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2265085.250000 Penalty: 4766.820312
	Iteration 40F: 3 clusters Score -2265085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Entering Unmasked Estep 
Score: -3200329.000000 Penalty: 2481.689209
	Iteration 0F: 2 clusters Score -3200329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3184772.500000 Penalty: 4963.378418
	Iteration 0F: 3 clusters Score -3184772 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3190605.750000 Penalty: 4963.378418
	Iteration 1F: 3 clusters Score -3190606 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3191740.750000 Penalty: 4963.378418
	Iteration 2F: 3 clusters Score -3191741 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3192896.500000 Penalty: 4963.378418
	Iteration 3F: 3 clusters Score -3192896 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3193929.250000 Penalty: 4963.378418
	Iteration 4F: 3 clusters Score -3193929 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3194730.750000 Penalty: 4963.378418
	Iteration 5F: 3 clusters Score -3194731 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3195286.250000 Penalty: 4963.378418
	Iteration 6F: 3 clusters Score -3195286 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3195641.500000 Penalty: 4963.378418
	Iteration 7Q: 3 clusters Score -3195642 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3195942.500000 Penalty: 4963.378418
	Iteration 8Q: 3 clusters Score -3195942 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3196148.250000 Penalty: 4963.378418
	Iteration 9Q: 3 clusters Score -3196148 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3196300.750000 Penalty: 4963.378418
	Iteration 10Q: 3 clusters Score -3196301 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3196412.500000 Penalty: 4963.378418
	Iteration 11Q: 3 clusters Score -3196412 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3196532.750000 Penalty: 4963.378418
	Iteration 12Q: 3 clusters Score -3196533 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3196655.000000 Penalty: 4963.378418
	Iteration 13Q: 3 clusters Score -3196655 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3196733.250000 Penalty: 4963.378418
	Iteration 14Q: 3 clusters Score -3196733 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3196843.250000 Penalty: 4963.378418
	Iteration 15Q: 3 clusters Score -3196843 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3196943.250000 Penalty: 4963.378418
	Iteration 16Q: 3 clusters Score -3196943 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3197076.500000 Penalty: 4963.378418
	Iteration 17Q: 3 clusters Score -3197076 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3197225.000000 Penalty: 4963.378418
	Iteration 18Q: 3 clusters Score -3197225 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3197384.000000 Penalty: 4963.378418
	Iteration 19Q: 3 clusters Score -3197384 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3197558.750000 Penalty: 4963.378418
	Iteration 20F: 3 clusters Score -3197559 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3197744.500000 Penalty: 4963.378418
	Iteration 21Q: 3 clusters Score -3197744 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3197934.500000 Penalty: 4963.378418
	Iteration 22Q: 3 clusters Score -3197934 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3198118.000000 Penalty: 4963.378418
	Iteration 23Q: 3 clusters Score -3198118 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3198306.750000 Penalty: 4963.378418
	Iteration 24Q: 3 clusters Score -3198307 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3198501.000000 Penalty: 4963.378418
	Iteration 25Q: 3 clusters Score -3198501 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3198651.500000 Penalty: 4963.378418
	Iteration 26Q: 3 clusters Score -3198652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3198770.500000 Penalty: 4963.378418
	Iteration 27Q: 3 clusters Score -3198770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3198873.250000 Penalty: 4963.378418
	Iteration 28Q: 3 clusters Score -3198873 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3198940.750000 Penalty: 4963.378418
	Iteration 29Q: 3 clusters Score -3198941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3198998.250000 Penalty: 4963.378418
	Iteration 30Q: 3 clusters Score -3198998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3199055.000000 Penalty: 4963.378418
	Iteration 31Q: 3 clusters Score -3199055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3199090.500000 Penalty: 4963.378418
	Iteration 32Q: 3 clusters Score -3199090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3199104.500000 Penalty: 4963.378418
	Iteration 33Q: 3 clusters Score -3199104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3199117.500000 Penalty: 4963.378418
	Iteration 34Q: 3 clusters Score -3199118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3199134.500000 Penalty: 4963.378418
	Iteration 35Q: 3 clusters Score -3199134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3199152.250000 Penalty: 4963.378418
	Iteration 36Q: 3 clusters Score -3199152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3199152.750000 Penalty: 4963.378418
	Iteration 37Q: 3 clusters Score -3199153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3199156.750000 Penalty: 4963.378418
	Iteration 38Q: 3 clusters Score -3199157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3199161.250000 Penalty: 4963.378418
	Iteration 39Q: 3 clusters Score -3199161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3199163.500000 Penalty: 4963.378418
	Iteration 40F: 3 clusters Score -3199164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3199163.000000 Penalty: 4963.378418
	Iteration 41Q: 3 clusters Score -3199163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3199165.000000 Penalty: 4963.378418
	Iteration 42Q: 3 clusters Score -3199165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3199165.500000 Penalty: 4963.378418
	Iteration 43Q: 3 clusters Score -3199166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3199168.500000 Penalty: 4963.378418
	Iteration 44Q: 3 clusters Score -3199168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3199168.500000 Penalty: 4963.378418
	Iteration 45Q: 3 clusters Score -3199168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3199170.750000 Penalty: 4963.378418
	Iteration 46Q: 3 clusters Score -3199171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3199169.000000 Penalty: 4963.378418
	Iteration 47Q: 3 clusters Score -3199169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3199170.750000 Penalty: 4963.378418
	Iteration 48Q: 3 clusters Score -3199171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3199169.750000 Penalty: 4963.378418
	Iteration 49Q: 3 clusters Score -3199170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3199169.750000 Penalty: 4963.378418
	Iteration 50F: 3 clusters Score -3199170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Entering Unmasked Estep 
Score: -792699.312500 Penalty: 2127.415527
	Iteration 0F: 2 clusters Score -792699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -787962.937500 Penalty: 4254.831055
	Iteration 0F: 3 clusters Score -787962.9 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -789135.000000 Penalty: 4254.831055
	Iteration 1F: 3 clusters Score -789135 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -789358.750000 Penalty: 4254.831055
	Iteration 2F: 3 clusters Score -789358.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -789503.187500 Penalty: 4254.831055
	Iteration 3F: 3 clusters Score -789503.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -789622.187500 Penalty: 4254.831055
	Iteration 4Q: 3 clusters Score -789622.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -789705.750000 Penalty: 4254.831055
	Iteration 5Q: 3 clusters Score -789705.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -789763.750000 Penalty: 4254.831055
	Iteration 6Q: 3 clusters Score -789763.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -789811.625000 Penalty: 4254.831055
	Iteration 7Q: 3 clusters Score -789811.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -789847.375000 Penalty: 4254.831055
	Iteration 8Q: 3 clusters Score -789847.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -789871.312500 Penalty: 4254.831055
	Iteration 9Q: 3 clusters Score -789871.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -789897.500000 Penalty: 4254.831055
	Iteration 10Q: 3 clusters Score -789897.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -789926.437500 Penalty: 4254.831055
	Iteration 11Q: 3 clusters Score -789926.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -789959.125000 Penalty: 4254.831055
	Iteration 12Q: 3 clusters Score -789959.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -789997.062500 Penalty: 4254.831055
	Iteration 13Q: 3 clusters Score -789997.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -790036.312500 Penalty: 4254.831055
	Iteration 14Q: 3 clusters Score -790036.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -790087.125000 Penalty: 4254.831055
	Iteration 15Q: 3 clusters Score -790087.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -790134.812500 Penalty: 4254.831055
	Iteration 16Q: 3 clusters Score -790134.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -790184.000000 Penalty: 4254.831055
	Iteration 17Q: 3 clusters Score -790184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -790236.125000 Penalty: 4254.831055
	Iteration 18Q: 3 clusters Score -790236.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -790291.312500 Penalty: 4254.831055
	Iteration 19Q: 3 clusters Score -790291.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -790338.375000 Penalty: 4254.831055
	Iteration 20F: 3 clusters Score -790338.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -790391.250000 Penalty: 4254.831055
	Iteration 21Q: 3 clusters Score -790391.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -790448.187500 Penalty: 4254.831055
	Iteration 22Q: 3 clusters Score -790448.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -790496.625000 Penalty: 4254.831055
	Iteration 23Q: 3 clusters Score -790496.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -790552.937500 Penalty: 4254.831055
	Iteration 24Q: 3 clusters Score -790552.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -790602.750000 Penalty: 4254.831055
	Iteration 25Q: 3 clusters Score -790602.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -790671.000000 Penalty: 4254.831055
	Iteration 26Q: 3 clusters Score -790671 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -790768.687500 Penalty: 4254.831055
	Iteration 27Q: 3 clusters Score -790768.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -790872.312500 Penalty: 4254.831055
	Iteration 28Q: 3 clusters Score -790872.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -790994.875000 Penalty: 4254.831055
	Iteration 29Q: 3 clusters Score -790994.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -791139.250000 Penalty: 4254.831055
	Iteration 30Q: 3 clusters Score -791139.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -791327.312500 Penalty: 4254.831055
	Iteration 31Q: 3 clusters Score -791327.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -791538.937500 Penalty: 4254.831055
	Iteration 32Q: 3 clusters Score -791538.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -791711.125000 Penalty: 4254.831055
	Iteration 33Q: 3 clusters Score -791711.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -791800.812500 Penalty: 4254.831055
	Iteration 34Q: 3 clusters Score -791800.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -791847.125000 Penalty: 4254.831055
	Iteration 35Q: 3 clusters Score -791847.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -791875.875000 Penalty: 4254.831055
	Iteration 36Q: 3 clusters Score -791875.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -791890.687500 Penalty: 4254.831055
	Iteration 37Q: 3 clusters Score -791890.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -791898.687500 Penalty: 4254.831055
	Iteration 38Q: 3 clusters Score -791898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -791899.750000 Penalty: 4254.831055
	Iteration 39Q: 3 clusters Score -791899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -791902.375000 Penalty: 4254.831055
	Iteration 40F: 3 clusters Score -791902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -791906.375000 Penalty: 4254.831055
	Iteration 41Q: 3 clusters Score -791906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -791909.312500 Penalty: 4254.831055
	Iteration 42Q: 3 clusters Score -791909.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -791911.062500 Penalty: 4254.831055
	Iteration 43Q: 3 clusters Score -791911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -791912.187500 Penalty: 4254.831055
	Iteration 44Q: 3 clusters Score -791912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -791912.437500 Penalty: 4254.831055
	Iteration 45Q: 3 clusters Score -791912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -791913.000000 Penalty: 4254.831055
	Iteration 46Q: 3 clusters Score -791913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -791915.000000 Penalty: 4254.831055
	Iteration 47Q: 3 clusters Score -791915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -791915.000000 Penalty: 4254.831055
	Iteration 48F: 3 clusters Score -791915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Entering Unmasked Estep 
Score: -2356446.750000 Penalty: 2394.748291
	Iteration 0F: 2 clusters Score -2356447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2345183.500000 Penalty: 4789.496582
	Iteration 0F: 3 clusters Score -2345184 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2348920.750000 Penalty: 4789.496582
	Iteration 1F: 3 clusters Score -2348921 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2349509.500000 Penalty: 4789.496582
	Iteration 2F: 3 clusters Score -2349510 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2350180.500000 Penalty: 4789.496582
	Iteration 3F: 3 clusters Score -2350180 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2350830.250000 Penalty: 4789.496582
	Iteration 4F: 3 clusters Score -2350830 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2351381.500000 Penalty: 4789.496582
	Iteration 5F: 3 clusters Score -2351382 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2351775.250000 Penalty: 4789.496582
	Iteration 6Q: 3 clusters Score -2351775 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2352069.500000 Penalty: 4789.496582
	Iteration 7Q: 3 clusters Score -2352070 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2352291.750000 Penalty: 4789.496582
	Iteration 8Q: 3 clusters Score -2352292 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2352482.500000 Penalty: 4789.496582
	Iteration 9Q: 3 clusters Score -2352482 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2352650.750000 Penalty: 4789.496582
	Iteration 10Q: 3 clusters Score -2352651 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2352838.500000 Penalty: 4789.496582
	Iteration 11Q: 3 clusters Score -2352838 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2353055.500000 Penalty: 4789.496582
	Iteration 12Q: 3 clusters Score -2353056 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2353278.750000 Penalty: 4789.496582
	Iteration 13Q: 3 clusters Score -2353279 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2353497.500000 Penalty: 4789.496582
	Iteration 14Q: 3 clusters Score -2353498 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2353696.250000 Penalty: 4789.496582
	Iteration 15Q: 3 clusters Score -2353696 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2353901.500000 Penalty: 4789.496582
	Iteration 16Q: 3 clusters Score -2353902 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2354102.250000 Penalty: 4789.496582
	Iteration 17Q: 3 clusters Score -2354102 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2354280.250000 Penalty: 4789.496582
	Iteration 18Q: 3 clusters Score -2354280 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2354432.000000 Penalty: 4789.496582
	Iteration 19Q: 3 clusters Score -2354432 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2354565.250000 Penalty: 4789.496582
	Iteration 20F: 3 clusters Score -2354565 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2354671.750000 Penalty: 4789.496582
	Iteration 21Q: 3 clusters Score -2354672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2354803.000000 Penalty: 4789.496582
	Iteration 22Q: 3 clusters Score -2354803 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2354918.000000 Penalty: 4789.496582
	Iteration 23Q: 3 clusters Score -2354918 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2355036.250000 Penalty: 4789.496582
	Iteration 24Q: 3 clusters Score -2355036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2355158.000000 Penalty: 4789.496582
	Iteration 25Q: 3 clusters Score -2355158 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2355270.000000 Penalty: 4789.496582
	Iteration 26Q: 3 clusters Score -2355270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2355368.250000 Penalty: 4789.496582
	Iteration 27Q: 3 clusters Score -2355368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2355434.250000 Penalty: 4789.496582
	Iteration 28Q: 3 clusters Score -2355434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2355500.000000 Penalty: 4789.496582
	Iteration 29Q: 3 clusters Score -2355500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2355539.750000 Penalty: 4789.496582
	Iteration 30Q: 3 clusters Score -2355540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2355583.000000 Penalty: 4789.496582
	Iteration 31Q: 3 clusters Score -2355583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2355614.750000 Penalty: 4789.496582
	Iteration 32Q: 3 clusters Score -2355615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2355643.250000 Penalty: 4789.496582
	Iteration 33Q: 3 clusters Score -2355643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2355666.500000 Penalty: 4789.496582
	Iteration 34Q: 3 clusters Score -2355666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2355693.250000 Penalty: 4789.496582
	Iteration 35Q: 3 clusters Score -2355693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2355711.500000 Penalty: 4789.496582
	Iteration 36Q: 3 clusters Score -2355712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2355730.500000 Penalty: 4789.496582
	Iteration 37Q: 3 clusters Score -2355730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2355749.500000 Penalty: 4789.496582
	Iteration 38Q: 3 clusters Score -2355750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2355763.000000 Penalty: 4789.496582
	Iteration 39Q: 3 clusters Score -2355763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2355781.500000 Penalty: 4789.496582
	Iteration 40F: 3 clusters Score -2355782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2355806.000000 Penalty: 4789.496582
	Iteration 41Q: 3 clusters Score -2355806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2355838.000000 Penalty: 4789.496582
	Iteration 42Q: 3 clusters Score -2355838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2355891.500000 Penalty: 4789.496582
	Iteration 43Q: 3 clusters Score -2355892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2355966.500000 Penalty: 4789.496582
	Iteration 44Q: 3 clusters Score -2355966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2356041.750000 Penalty: 4789.496582
	Iteration 45Q: 3 clusters Score -2356042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2356091.500000 Penalty: 4789.496582
	Iteration 46Q: 3 clusters Score -2356092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2356115.500000 Penalty: 4789.496582
	Iteration 47Q: 3 clusters Score -2356116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2356123.250000 Penalty: 4789.496582
	Iteration 48Q: 3 clusters Score -2356123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2356132.750000 Penalty: 4789.496582
	Iteration 49Q: 3 clusters Score -2356133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2356134.750000 Penalty: 4789.496582
	Iteration 50Q: 3 clusters Score -2356135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2356135.750000 Penalty: 4789.496582
	Iteration 51Q: 3 clusters Score -2356136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2356136.000000 Penalty: 4789.496582
	Iteration 52Q: 3 clusters Score -2356136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2356136.500000 Penalty: 4789.496582
	Iteration 53Q: 3 clusters Score -2356136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2356136.000000 Penalty: 4789.496582
	Iteration 54Q: 3 clusters Score -2356136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2356138.000000 Penalty: 4789.496582
	Iteration 55Q: 3 clusters Score -2356138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2356137.500000 Penalty: 4789.496582
	Iteration 56Q: 3 clusters Score -2356138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2356139.750000 Penalty: 4789.496582
	Iteration 57Q: 3 clusters Score -2356140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2356139.250000 Penalty: 4789.496582
	Iteration 58Q: 3 clusters Score -2356139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2356139.250000 Penalty: 4789.496582
	Iteration 59F: 3 clusters Score -2356139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Entering Unmasked Estep 
Score: -2807414.750000 Penalty: 2434.400391
	Iteration 0F: 2 clusters Score -2807415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2794388.500000 Penalty: 4868.800781
	Iteration 0F: 3 clusters Score -2794388 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2798716.250000 Penalty: 4868.800781
	Iteration 1F: 3 clusters Score -2798716 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2799041.500000 Penalty: 4868.800781
	Iteration 2Q: 3 clusters Score -2799042 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2799276.500000 Penalty: 4868.800781
	Iteration 3Q: 3 clusters Score -2799276 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2799481.000000 Penalty: 4868.800781
	Iteration 4Q: 3 clusters Score -2799481 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2799677.500000 Penalty: 4868.800781
	Iteration 5Q: 3 clusters Score -2799678 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2799894.500000 Penalty: 4868.800781
	Iteration 6Q: 3 clusters Score -2799894 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2800113.250000 Penalty: 4868.800781
	Iteration 7Q: 3 clusters Score -2800113 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2800389.000000 Penalty: 4868.800781
	Iteration 8Q: 3 clusters Score -2800389 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2800720.500000 Penalty: 4868.800781
	Iteration 9Q: 3 clusters Score -2800720 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2801125.500000 Penalty: 4868.800781
	Iteration 10Q: 3 clusters Score -2801126 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2801587.000000 Penalty: 4868.800781
	Iteration 11Q: 3 clusters Score -2801587 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2802124.250000 Penalty: 4868.800781
	Iteration 12Q: 3 clusters Score -2802124 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2802703.750000 Penalty: 4868.800781
	Iteration 13Q: 3 clusters Score -2802704 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2803283.000000 Penalty: 4868.800781
	Iteration 14Q: 3 clusters Score -2803283 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2803858.250000 Penalty: 4868.800781
	Iteration 15Q: 3 clusters Score -2803858 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2804326.250000 Penalty: 4868.800781
	Iteration 16Q: 3 clusters Score -2804326 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2804673.000000 Penalty: 4868.800781
	Iteration 17Q: 3 clusters Score -2804673 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2804909.750000 Penalty: 4868.800781
	Iteration 18Q: 3 clusters Score -2804910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2805075.750000 Penalty: 4868.800781
	Iteration 19Q: 3 clusters Score -2805076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2805207.500000 Penalty: 4868.800781
	Iteration 20F: 3 clusters Score -2805208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2805275.500000 Penalty: 4868.800781
	Iteration 21Q: 3 clusters Score -2805276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2805307.750000 Penalty: 4868.800781
	Iteration 22Q: 3 clusters Score -2805308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2805345.000000 Penalty: 4868.800781
	Iteration 23Q: 3 clusters Score -2805345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2805352.500000 Penalty: 4868.800781
	Iteration 24Q: 3 clusters Score -2805352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2805360.250000 Penalty: 4868.800781
	Iteration 25Q: 3 clusters Score -2805360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2805371.000000 Penalty: 4868.800781
	Iteration 26Q: 3 clusters Score -2805371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2805377.750000 Penalty: 4868.800781
	Iteration 27Q: 3 clusters Score -2805378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2805387.000000 Penalty: 4868.800781
	Iteration 28Q: 3 clusters Score -2805387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2805391.000000 Penalty: 4868.800781
	Iteration 29Q: 3 clusters Score -2805391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2805391.000000 Penalty: 4868.800781
	Iteration 30F: 3 clusters Score -2805391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Entering Unmasked Estep 
Score: -17642020.000000 Penalty: 2888.309082
	Iteration 0F: 2 clusters Score -1.764202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -17568640.000000 Penalty: 5776.618164
	Iteration 0F: 3 clusters Score -1.756864e+07 nChanged 54217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -17599830.000000 Penalty: 5776.618164
	Iteration 1F: 3 clusters Score -1.759983e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -17600606.000000 Penalty: 5776.618164
	Iteration 2Q: 3 clusters Score -1.760061e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -17601488.000000 Penalty: 5776.618164
	Iteration 3Q: 3 clusters Score -1.760149e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -17602540.000000 Penalty: 5776.618164
	Iteration 4Q: 3 clusters Score -1.760254e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -17603808.000000 Penalty: 5776.618164
	Iteration 5Q: 3 clusters Score -1.760381e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -17605432.000000 Penalty: 5776.618164
	Iteration 6Q: 3 clusters Score -1.760543e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -17607728.000000 Penalty: 5776.618164
	Iteration 7Q: 3 clusters Score -1.760773e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -17611104.000000 Penalty: 5776.618164
	Iteration 8F: 3 clusters Score -1.76111e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -17615022.000000 Penalty: 5776.618164
	Iteration 9F: 3 clusters Score -1.761502e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -17619650.000000 Penalty: 5776.618164
	Iteration 10F: 3 clusters Score -1.761965e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -17624136.000000 Penalty: 5776.618164
	Iteration 11F: 3 clusters Score -1.762414e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -17627420.000000 Penalty: 5776.618164
	Iteration 12F: 3 clusters Score -1.762742e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -17629046.000000 Penalty: 5776.618164
	Iteration 13Q: 3 clusters Score -1.762905e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -17629698.000000 Penalty: 5776.618164
	Iteration 14Q: 3 clusters Score -1.76297e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 67013 members 
Entering Unmasked Estep 
Score: -17630040.000000 Penalty: 5776.618164
	Iteration 15Q: 3 clusters Score -1.763004e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -17630258.000000 Penalty: 5776.618164
	Iteration 16Q: 3 clusters Score -1.763026e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -17630406.000000 Penalty: 5776.618164
	Iteration 17Q: 3 clusters Score -1.763041e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -17630592.000000 Penalty: 5776.618164
	Iteration 18Q: 3 clusters Score -1.763059e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -17630858.000000 Penalty: 5776.618164
	Iteration 19Q: 3 clusters Score -1.763086e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -17631032.000000 Penalty: 5776.618164
	Iteration 20F: 3 clusters Score -1.763103e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -17631140.000000 Penalty: 5776.618164
	Iteration 21Q: 3 clusters Score -1.763114e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 69016 members 
Entering Unmasked Estep 
Score: -17631326.000000 Penalty: 5776.618164
	Iteration 22Q: 3 clusters Score -1.763133e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -17631460.000000 Penalty: 5776.618164
	Iteration 23Q: 3 clusters Score -1.763146e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -17631572.000000 Penalty: 5776.618164
	Iteration 24Q: 3 clusters Score -1.763157e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -17631704.000000 Penalty: 5776.618164
	Iteration 25Q: 3 clusters Score -1.76317e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -17631762.000000 Penalty: 5776.618164
	Iteration 26Q: 3 clusters Score -1.763176e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -17631980.000000 Penalty: 5776.618164
	Iteration 27Q: 3 clusters Score -1.763198e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -17632140.000000 Penalty: 5776.618164
	Iteration 28Q: 3 clusters Score -1.763214e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -17632220.000000 Penalty: 5776.618164
	Iteration 29Q: 3 clusters Score -1.763222e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -17632320.000000 Penalty: 5776.618164
	Iteration 30Q: 3 clusters Score -1.763232e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -17632364.000000 Penalty: 5776.618164
	Iteration 31Q: 3 clusters Score -1.763236e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -17632454.000000 Penalty: 5776.618164
	Iteration 32Q: 3 clusters Score -1.763245e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -17632532.000000 Penalty: 5776.618164
	Iteration 33Q: 3 clusters Score -1.763253e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -17632638.000000 Penalty: 5776.618164
	Iteration 34Q: 3 clusters Score -1.763264e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -17632718.000000 Penalty: 5776.618164
	Iteration 35Q: 3 clusters Score -1.763272e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -17632754.000000 Penalty: 5776.618164
	Iteration 36Q: 3 clusters Score -1.763275e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -17632852.000000 Penalty: 5776.618164
	Iteration 37Q: 3 clusters Score -1.763285e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -17632918.000000 Penalty: 5776.618164
	Iteration 38Q: 3 clusters Score -1.763292e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -17633026.000000 Penalty: 5776.618164
	Iteration 39Q: 3 clusters Score -1.763303e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 80555 members 
Entering Unmasked Estep 
Score: -17633172.000000 Penalty: 5776.618164
	Iteration 40F: 3 clusters Score -1.763317e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -17633286.000000 Penalty: 5776.618164
	Iteration 41Q: 3 clusters Score -1.763329e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -17633368.000000 Penalty: 5776.618164
	Iteration 42Q: 3 clusters Score -1.763337e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -17633536.000000 Penalty: 5776.618164
	Iteration 43Q: 3 clusters Score -1.763354e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -17633744.000000 Penalty: 5776.618164
	Iteration 44Q: 3 clusters Score -1.763374e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -17633838.000000 Penalty: 5776.618164
	Iteration 45Q: 3 clusters Score -1.763384e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -17634068.000000 Penalty: 5776.618164
	Iteration 46Q: 3 clusters Score -1.763407e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -17634242.000000 Penalty: 5776.618164
	Iteration 47Q: 3 clusters Score -1.763424e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -17634474.000000 Penalty: 5776.618164
	Iteration 48Q: 3 clusters Score -1.763447e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 88988 members 
Entering Unmasked Estep 
Score: -17634718.000000 Penalty: 5776.618164
	Iteration 49Q: 3 clusters Score -1.763472e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -17635016.000000 Penalty: 5776.618164
	Iteration 50Q: 3 clusters Score -1.763502e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -17635264.000000 Penalty: 5776.618164
	Iteration 51Q: 3 clusters Score -1.763526e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -17635482.000000 Penalty: 5776.618164
	Iteration 52Q: 3 clusters Score -1.763548e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -17635808.000000 Penalty: 5776.618164
	Iteration 53Q: 3 clusters Score -1.763581e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -17636062.000000 Penalty: 5776.618164
	Iteration 54Q: 3 clusters Score -1.763606e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -17636374.000000 Penalty: 5776.618164
	Iteration 55Q: 3 clusters Score -1.763637e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -17636696.000000 Penalty: 5776.618164
	Iteration 56Q: 3 clusters Score -1.76367e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -17636976.000000 Penalty: 5776.618164
	Iteration 57Q: 3 clusters Score -1.763698e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -17637172.000000 Penalty: 5776.618164
	Iteration 58Q: 3 clusters Score -1.763717e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -17637380.000000 Penalty: 5776.618164
	Iteration 59Q: 3 clusters Score -1.763738e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -17637656.000000 Penalty: 5776.618164
	Iteration 60F: 3 clusters Score -1.763766e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -17637804.000000 Penalty: 5776.618164
	Iteration 61Q: 3 clusters Score -1.76378e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -17637988.000000 Penalty: 5776.618164
	Iteration 62Q: 3 clusters Score -1.763799e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -17638150.000000 Penalty: 5776.618164
	Iteration 63Q: 3 clusters Score -1.763815e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -17638374.000000 Penalty: 5776.618164
	Iteration 64Q: 3 clusters Score -1.763837e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -17638564.000000 Penalty: 5776.618164
	Iteration 65Q: 3 clusters Score -1.763856e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -17638662.000000 Penalty: 5776.618164
	Iteration 66Q: 3 clusters Score -1.763866e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -17638726.000000 Penalty: 5776.618164
	Iteration 67Q: 3 clusters Score -1.763873e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -17638832.000000 Penalty: 5776.618164
	Iteration 68Q: 3 clusters Score -1.763883e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -17638936.000000 Penalty: 5776.618164
	Iteration 69Q: 3 clusters Score -1.763894e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -17639028.000000 Penalty: 5776.618164
	Iteration 70Q: 3 clusters Score -1.763903e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -17639172.000000 Penalty: 5776.618164
	Iteration 71Q: 3 clusters Score -1.763917e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -17639200.000000 Penalty: 5776.618164
	Iteration 72Q: 3 clusters Score -1.76392e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 109040 members 
Entering Unmasked Estep 
Score: -17639230.000000 Penalty: 5776.618164
	Iteration 73Q: 3 clusters Score -1.763923e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 109417 members 
Entering Unmasked Estep 
Score: -17639276.000000 Penalty: 5776.618164
	Iteration 74Q: 3 clusters Score -1.763928e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 109751 members 
Entering Unmasked Estep 
Score: -17639374.000000 Penalty: 5776.618164
	Iteration 75Q: 3 clusters Score -1.763937e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -17639410.000000 Penalty: 5776.618164
	Iteration 76Q: 3 clusters Score -1.763941e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -17639470.000000 Penalty: 5776.618164
	Iteration 77Q: 3 clusters Score -1.763947e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 110600 members 
Entering Unmasked Estep 
Score: -17639478.000000 Penalty: 5776.618164
	Iteration 78Q: 3 clusters Score -1.763948e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -17639470.000000 Penalty: 5776.618164
	Iteration 79Q: 3 clusters Score -1.763947e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -17639526.000000 Penalty: 5776.618164
	Iteration 80F: 3 clusters Score -1.763953e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -17639546.000000 Penalty: 5776.618164
	Iteration 81Q: 3 clusters Score -1.763955e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 111364 members 
Entering Unmasked Estep 
Score: -17639580.000000 Penalty: 5776.618164
	Iteration 82Q: 3 clusters Score -1.763958e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 111505 members 
Entering Unmasked Estep 
Score: -17639554.000000 Penalty: 5776.618164
	Iteration 83Q: 3 clusters Score -1.763955e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 111637 members 
Entering Unmasked Estep 
Score: -17639560.000000 Penalty: 5776.618164
	Iteration 84Q: 3 clusters Score -1.763956e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -17639602.000000 Penalty: 5776.618164
	Iteration 85Q: 3 clusters Score -1.76396e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 111870 members 
Entering Unmasked Estep 
Score: -17639624.000000 Penalty: 5776.618164
	Iteration 86Q: 3 clusters Score -1.763962e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -17639646.000000 Penalty: 5776.618164
	Iteration 87Q: 3 clusters Score -1.763965e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -17639680.000000 Penalty: 5776.618164
	Iteration 88Q: 3 clusters Score -1.763968e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 112117 members 
Entering Unmasked Estep 
Score: -17639716.000000 Penalty: 5776.618164
	Iteration 89Q: 3 clusters Score -1.763972e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 112184 members 
Entering Unmasked Estep 
Score: -17639726.000000 Penalty: 5776.618164
	Iteration 90Q: 3 clusters Score -1.763973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 112225 members 
Entering Unmasked Estep 
Score: -17639730.000000 Penalty: 5776.618164
	Iteration 91Q: 3 clusters Score -1.763973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 112249 members 
Entering Unmasked Estep 
Score: -17639748.000000 Penalty: 5776.618164
	Iteration 92Q: 3 clusters Score -1.763975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 112285 members 
Entering Unmasked Estep 
Score: -17639750.000000 Penalty: 5776.618164
	Iteration 93Q: 3 clusters Score -1.763975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -17639758.000000 Penalty: 5776.618164
	Iteration 94Q: 3 clusters Score -1.763976e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 112337 members 
Entering Unmasked Estep 
Score: -17639764.000000 Penalty: 5776.618164
	Iteration 95Q: 3 clusters Score -1.763976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -17639774.000000 Penalty: 5776.618164
	Iteration 96Q: 3 clusters Score -1.763977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -17639784.000000 Penalty: 5776.618164
	Iteration 97Q: 3 clusters Score -1.763978e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 112414 members 
Entering Unmasked Estep 
Score: -17639810.000000 Penalty: 5776.618164
	Iteration 98Q: 3 clusters Score -1.763981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 112452 members 
Entering Unmasked Estep 
Score: -17639788.000000 Penalty: 5776.618164
	Iteration 99Q: 3 clusters Score -1.763979e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -17639820.000000 Penalty: 5776.618164
	Iteration 100F: 3 clusters Score -1.763982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -17639844.000000 Penalty: 5776.618164
	Iteration 101Q: 3 clusters Score -1.763984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -17639834.000000 Penalty: 5776.618164
	Iteration 102Q: 3 clusters Score -1.763983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -17639832.000000 Penalty: 5776.618164
	Iteration 103Q: 3 clusters Score -1.763983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 112601 members 
Entering Unmasked Estep 
Score: -17639846.000000 Penalty: 5776.618164
	Iteration 104Q: 3 clusters Score -1.763985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -17639844.000000 Penalty: 5776.618164
	Iteration 105Q: 3 clusters Score -1.763984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 112650 members 
Entering Unmasked Estep 
Score: -17639872.000000 Penalty: 5776.618164
	Iteration 106Q: 3 clusters Score -1.763987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -17639892.000000 Penalty: 5776.618164
	Iteration 107Q: 3 clusters Score -1.763989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
Score: -17639892.000000 Penalty: 5776.618164
	Iteration 108Q: 3 clusters Score -1.763989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 112725 members 
Entering Unmasked Estep 
Score: -17639886.000000 Penalty: 5776.618164
	Iteration 109Q: 3 clusters Score -1.763989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 112748 members 
Entering Unmasked Estep 
Score: -17639896.000000 Penalty: 5776.618164
	Iteration 110Q: 3 clusters Score -1.76399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 112771 members 
Entering Unmasked Estep 
Score: -17639886.000000 Penalty: 5776.618164
	Iteration 111Q: 3 clusters Score -1.763989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -17639896.000000 Penalty: 5776.618164
	Iteration 112Q: 3 clusters Score -1.76399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -17639888.000000 Penalty: 5776.618164
	Iteration 113Q: 3 clusters Score -1.763989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -17639898.000000 Penalty: 5776.618164
	Iteration 114Q: 3 clusters Score -1.76399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 112834 members 
Entering Unmasked Estep 
Score: -17639880.000000 Penalty: 5776.618164
	Iteration 115Q: 3 clusters Score -1.763988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -17639888.000000 Penalty: 5776.618164
	Iteration 116Q: 3 clusters Score -1.763989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -17639880.000000 Penalty: 5776.618164
	Iteration 117Q: 3 clusters Score -1.763988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -17639884.000000 Penalty: 5776.618164
	Iteration 118Q: 3 clusters Score -1.763988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -17639882.000000 Penalty: 5776.618164
	Iteration 119Q: 3 clusters Score -1.763988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -17639882.000000 Penalty: 5776.618164
	Iteration 120F: 3 clusters Score -1.763988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -17639898.000000 Penalty: 5776.618164
	Iteration 121Q: 3 clusters Score -1.76399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -17639888.000000 Penalty: 5776.618164
	Iteration 122Q: 3 clusters Score -1.763989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -17639884.000000 Penalty: 5776.618164
	Iteration 123Q: 3 clusters Score -1.763988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -17639890.000000 Penalty: 5776.618164
	Iteration 124Q: 3 clusters Score -1.763989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 112879 members 
Entering Unmasked Estep 
Score: -17639888.000000 Penalty: 5776.618164
	Iteration 125Q: 3 clusters Score -1.763989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -17639894.000000 Penalty: 5776.618164
	Iteration 126Q: 3 clusters Score -1.763989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -17639906.000000 Penalty: 5776.618164
	Iteration 127Q: 3 clusters Score -1.763991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -17639906.000000 Penalty: 5776.618164
	Iteration 128Q: 3 clusters Score -1.763991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -17639910.000000 Penalty: 5776.618164
	Iteration 129Q: 3 clusters Score -1.763991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
Score: -17639904.000000 Penalty: 5776.618164
	Iteration 130Q: 3 clusters Score -1.76399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -17639906.000000 Penalty: 5776.618164
	Iteration 131Q: 3 clusters Score -1.763991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -17639904.000000 Penalty: 5776.618164
	Iteration 132Q: 3 clusters Score -1.76399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -17639904.000000 Penalty: 5776.618164
	Iteration 133F: 3 clusters Score -1.76399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -377541.906250 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -377541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -374561.125000 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -374561.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -375199.156250 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -375199.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -375389.812500 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -375389.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -375495.593750 Penalty: 3897.885742
	Iteration 3F: 3 clusters Score -375495.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -375579.187500 Penalty: 3897.885742
	Iteration 4Q: 3 clusters Score -375579.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -375643.437500 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -375643.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375690.218750 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -375690.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -375726.843750 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -375726.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -375768.781250 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -375768.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -375801.968750 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -375802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -375829.312500 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -375829.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -375855.000000 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -375855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375885.937500 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -375885.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -375912.281250 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -375912.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -375942.750000 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -375942.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -375968.343750 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -375968.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -375983.781250 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -375983.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -375999.375000 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -375999.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376012.250000 Penalty: 3897.885742
	Iteration 18Q: 3 clusters Score -376012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -376021.781250 Penalty: 3897.885742
	Iteration 19Q: 3 clusters Score -376021.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -376034.468750 Penalty: 3897.885742
	Iteration 20F: 3 clusters Score -376034.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376046.687500 Penalty: 3897.885742
	Iteration 21Q: 3 clusters Score -376046.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -376055.031250 Penalty: 3897.885742
	Iteration 22Q: 3 clusters Score -376055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -376063.812500 Penalty: 3897.885742
	Iteration 23Q: 3 clusters Score -376063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -376072.187500 Penalty: 3897.885742
	Iteration 24Q: 3 clusters Score -376072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -376078.437500 Penalty: 3897.885742
	Iteration 25Q: 3 clusters Score -376078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -376085.312500 Penalty: 3897.885742
	Iteration 26Q: 3 clusters Score -376085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -376090.093750 Penalty: 3897.885742
	Iteration 27Q: 3 clusters Score -376090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -376093.656250 Penalty: 3897.885742
	Iteration 28Q: 3 clusters Score -376093.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -376096.500000 Penalty: 3897.885742
	Iteration 29Q: 3 clusters Score -376096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -376097.125000 Penalty: 3897.885742
	Iteration 30Q: 3 clusters Score -376097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -376099.093750 Penalty: 3897.885742
	Iteration 31Q: 3 clusters Score -376099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -376103.031250 Penalty: 3897.885742
	Iteration 32Q: 3 clusters Score -376103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -376111.156250 Penalty: 3897.885742
	Iteration 33Q: 3 clusters Score -376111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -376117.375000 Penalty: 3897.885742
	Iteration 34Q: 3 clusters Score -376117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -376122.343750 Penalty: 3897.885742
	Iteration 35Q: 3 clusters Score -376122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -376129.875000 Penalty: 3897.885742
	Iteration 36Q: 3 clusters Score -376129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -376133.250000 Penalty: 3897.885742
	Iteration 37Q: 3 clusters Score -376133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -376136.093750 Penalty: 3897.885742
	Iteration 38Q: 3 clusters Score -376136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -376138.781250 Penalty: 3897.885742
	Iteration 39Q: 3 clusters Score -376138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -376141.593750 Penalty: 3897.885742
	Iteration 40F: 3 clusters Score -376141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -376143.156250 Penalty: 3897.885742
	Iteration 41Q: 3 clusters Score -376143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -376143.687500 Penalty: 3897.885742
	Iteration 42Q: 3 clusters Score -376143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -376146.125000 Penalty: 3897.885742
	Iteration 43Q: 3 clusters Score -376146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -376147.562500 Penalty: 3897.885742
	Iteration 44Q: 3 clusters Score -376147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -376148.156250 Penalty: 3897.885742
	Iteration 45Q: 3 clusters Score -376148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -376149.156250 Penalty: 3897.885742
	Iteration 46Q: 3 clusters Score -376149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -376149.968750 Penalty: 3897.885742
	Iteration 47Q: 3 clusters Score -376150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -376149.968750 Penalty: 3897.885742
	Iteration 48F: 3 clusters Score -376150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Entering Unmasked Estep 
Score: -5055530.000000 Penalty: 2583.645752
	Iteration 0F: 2 clusters Score -5055530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5032827.500000 Penalty: 5167.291504
	Iteration 0F: 3 clusters Score -5032828 nChanged 15083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -5041012.000000 Penalty: 5167.291504
	Iteration 1F: 3 clusters Score -5041012 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5041442.000000 Penalty: 5167.291504
	Iteration 2Q: 3 clusters Score -5041442 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5041866.000000 Penalty: 5167.291504
	Iteration 3Q: 3 clusters Score -5041866 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5042291.000000 Penalty: 5167.291504
	Iteration 4Q: 3 clusters Score -5042291 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5042707.000000 Penalty: 5167.291504
	Iteration 5Q: 3 clusters Score -5042707 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5043074.500000 Penalty: 5167.291504
	Iteration 6Q: 3 clusters Score -5043074 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5043507.000000 Penalty: 5167.291504
	Iteration 7Q: 3 clusters Score -5043507 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5044010.000000 Penalty: 5167.291504
	Iteration 8Q: 3 clusters Score -5044010 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5044607.000000 Penalty: 5167.291504
	Iteration 9Q: 3 clusters Score -5044607 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5045237.000000 Penalty: 5167.291504
	Iteration 10Q: 3 clusters Score -5045237 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5046058.500000 Penalty: 5167.291504
	Iteration 11Q: 3 clusters Score -5046058 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -5047215.000000 Penalty: 5167.291504
	Iteration 12Q: 3 clusters Score -5047215 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -5048385.500000 Penalty: 5167.291504
	Iteration 13Q: 3 clusters Score -5048386 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5049470.500000 Penalty: 5167.291504
	Iteration 14Q: 3 clusters Score -5049470 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5050344.000000 Penalty: 5167.291504
	Iteration 15Q: 3 clusters Score -5050344 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -5051044.500000 Penalty: 5167.291504
	Iteration 16Q: 3 clusters Score -5051044 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5051566.000000 Penalty: 5167.291504
	Iteration 17Q: 3 clusters Score -5051566 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5051912.000000 Penalty: 5167.291504
	Iteration 18Q: 3 clusters Score -5051912 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5052198.000000 Penalty: 5167.291504
	Iteration 19Q: 3 clusters Score -5052198 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5052437.000000 Penalty: 5167.291504
	Iteration 20F: 3 clusters Score -5052437 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5052632.000000 Penalty: 5167.291504
	Iteration 21Q: 3 clusters Score -5052632 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5052775.000000 Penalty: 5167.291504
	Iteration 22Q: 3 clusters Score -5052775 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5052868.500000 Penalty: 5167.291504
	Iteration 23Q: 3 clusters Score -5052868 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5052961.000000 Penalty: 5167.291504
	Iteration 24Q: 3 clusters Score -5052961 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5053042.500000 Penalty: 5167.291504
	Iteration 25Q: 3 clusters Score -5053042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5053113.000000 Penalty: 5167.291504
	Iteration 26Q: 3 clusters Score -5053113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5053160.500000 Penalty: 5167.291504
	Iteration 27Q: 3 clusters Score -5053160 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5053189.500000 Penalty: 5167.291504
	Iteration 28Q: 3 clusters Score -5053190 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5053217.000000 Penalty: 5167.291504
	Iteration 29Q: 3 clusters Score -5053217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5053246.000000 Penalty: 5167.291504
	Iteration 30Q: 3 clusters Score -5053246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5053257.500000 Penalty: 5167.291504
	Iteration 31Q: 3 clusters Score -5053258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5053285.500000 Penalty: 5167.291504
	Iteration 32Q: 3 clusters Score -5053286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5053305.000000 Penalty: 5167.291504
	Iteration 33Q: 3 clusters Score -5053305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5053313.000000 Penalty: 5167.291504
	Iteration 34Q: 3 clusters Score -5053313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5053321.500000 Penalty: 5167.291504
	Iteration 35Q: 3 clusters Score -5053322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5053321.000000 Penalty: 5167.291504
	Iteration 36Q: 3 clusters Score -5053321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5053337.500000 Penalty: 5167.291504
	Iteration 37Q: 3 clusters Score -5053338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5053343.500000 Penalty: 5167.291504
	Iteration 38Q: 3 clusters Score -5053344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5053350.000000 Penalty: 5167.291504
	Iteration 39Q: 3 clusters Score -5053350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5053345.500000 Penalty: 5167.291504
	Iteration 40F: 3 clusters Score -5053346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5053348.500000 Penalty: 5167.291504
	Iteration 41Q: 3 clusters Score -5053348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5053353.500000 Penalty: 5167.291504
	Iteration 42Q: 3 clusters Score -5053354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5053357.500000 Penalty: 5167.291504
	Iteration 43Q: 3 clusters Score -5053358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5053361.500000 Penalty: 5167.291504
	Iteration 44Q: 3 clusters Score -5053362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5053371.000000 Penalty: 5167.291504
	Iteration 45Q: 3 clusters Score -5053371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5053374.000000 Penalty: 5167.291504
	Iteration 46Q: 3 clusters Score -5053374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5053377.500000 Penalty: 5167.291504
	Iteration 47Q: 3 clusters Score -5053378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5053385.500000 Penalty: 5167.291504
	Iteration 48Q: 3 clusters Score -5053386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5053389.000000 Penalty: 5167.291504
	Iteration 49Q: 3 clusters Score -5053389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5053389.000000 Penalty: 5167.291504
	Iteration 50Q: 3 clusters Score -5053389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5053387.000000 Penalty: 5167.291504
	Iteration 51Q: 3 clusters Score -5053387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5053389.500000 Penalty: 5167.291504
	Iteration 52Q: 3 clusters Score -5053390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5053387.000000 Penalty: 5167.291504
	Iteration 53Q: 3 clusters Score -5053387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5053386.000000 Penalty: 5167.291504
	Iteration 54Q: 3 clusters Score -5053386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5053389.000000 Penalty: 5167.291504
	Iteration 55Q: 3 clusters Score -5053389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5053404.500000 Penalty: 5167.291504
	Iteration 56Q: 3 clusters Score -5053404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5053406.000000 Penalty: 5167.291504
	Iteration 57Q: 3 clusters Score -5053406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5053412.000000 Penalty: 5167.291504
	Iteration 58Q: 3 clusters Score -5053412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5053416.000000 Penalty: 5167.291504
	Iteration 59Q: 3 clusters Score -5053416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5053417.500000 Penalty: 5167.291504
	Iteration 60F: 3 clusters Score -5053418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5053415.500000 Penalty: 5167.291504
	Iteration 61Q: 3 clusters Score -5053416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5053416.000000 Penalty: 5167.291504
	Iteration 62Q: 3 clusters Score -5053416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5053420.000000 Penalty: 5167.291504
	Iteration 63Q: 3 clusters Score -5053420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5053419.000000 Penalty: 5167.291504
	Iteration 64Q: 3 clusters Score -5053419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5053416.000000 Penalty: 5167.291504
	Iteration 65Q: 3 clusters Score -5053416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5053415.500000 Penalty: 5167.291504
	Iteration 66Q: 3 clusters Score -5053416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5053415.500000 Penalty: 5167.291504
	Iteration 67F: 3 clusters Score -5053416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48582.390625 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48582.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48693.230469 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48693.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48772.558594 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48772.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48870.839844 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48870.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49023.246094 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -49023.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49067.039062 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -49067.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49105.464844 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -49105.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49131.335938 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -49131.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -49155.175781 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -49155.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49185.125000 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -49185.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49211.562500 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -49211.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49236.093750 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -49236.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49238.492188 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -49238.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49238.492188 Penalty: 2923.623779
	Iteration 13F: 3 clusters Score -49238.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Entering Unmasked Estep 
Score: -3809324.000000 Penalty: 2512.572266
	Iteration 0F: 2 clusters Score -3809324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3791951.500000 Penalty: 5025.144531
	Iteration 0F: 3 clusters Score -3791952 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3797923.250000 Penalty: 5025.144531
	Iteration 1F: 3 clusters Score -3797923 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3798317.750000 Penalty: 5025.144531
	Iteration 2Q: 3 clusters Score -3798318 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3798637.000000 Penalty: 5025.144531
	Iteration 3Q: 3 clusters Score -3798637 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3798999.250000 Penalty: 5025.144531
	Iteration 4Q: 3 clusters Score -3798999 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3799333.750000 Penalty: 5025.144531
	Iteration 5Q: 3 clusters Score -3799334 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3799636.250000 Penalty: 5025.144531
	Iteration 6Q: 3 clusters Score -3799636 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3799913.750000 Penalty: 5025.144531
	Iteration 7Q: 3 clusters Score -3799914 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3800198.250000 Penalty: 5025.144531
	Iteration 8Q: 3 clusters Score -3800198 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3800445.000000 Penalty: 5025.144531
	Iteration 9Q: 3 clusters Score -3800445 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3800730.750000 Penalty: 5025.144531
	Iteration 10Q: 3 clusters Score -3800731 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3801049.500000 Penalty: 5025.144531
	Iteration 11Q: 3 clusters Score -3801050 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3801447.500000 Penalty: 5025.144531
	Iteration 12Q: 3 clusters Score -3801448 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3801965.250000 Penalty: 5025.144531
	Iteration 13Q: 3 clusters Score -3801965 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3802616.750000 Penalty: 5025.144531
	Iteration 14Q: 3 clusters Score -3802617 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3803359.500000 Penalty: 5025.144531
	Iteration 15Q: 3 clusters Score -3803360 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3804160.500000 Penalty: 5025.144531
	Iteration 16Q: 3 clusters Score -3804160 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3804832.750000 Penalty: 5025.144531
	Iteration 17Q: 3 clusters Score -3804833 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3805455.000000 Penalty: 5025.144531
	Iteration 18Q: 3 clusters Score -3805455 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3805922.250000 Penalty: 5025.144531
	Iteration 19Q: 3 clusters Score -3805922 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3806292.250000 Penalty: 5025.144531
	Iteration 20F: 3 clusters Score -3806292 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3806552.000000 Penalty: 5025.144531
	Iteration 21Q: 3 clusters Score -3806552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3806737.750000 Penalty: 5025.144531
	Iteration 22Q: 3 clusters Score -3806738 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3806843.750000 Penalty: 5025.144531
	Iteration 23Q: 3 clusters Score -3806844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3806917.750000 Penalty: 5025.144531
	Iteration 24Q: 3 clusters Score -3806918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3806974.500000 Penalty: 5025.144531
	Iteration 25Q: 3 clusters Score -3806974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3807021.750000 Penalty: 5025.144531
	Iteration 26Q: 3 clusters Score -3807022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3807056.000000 Penalty: 5025.144531
	Iteration 27Q: 3 clusters Score -3807056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3807076.250000 Penalty: 5025.144531
	Iteration 28Q: 3 clusters Score -3807076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3807102.750000 Penalty: 5025.144531
	Iteration 29Q: 3 clusters Score -3807103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3807116.750000 Penalty: 5025.144531
	Iteration 30Q: 3 clusters Score -3807117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3807126.750000 Penalty: 5025.144531
	Iteration 31Q: 3 clusters Score -3807127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3807128.250000 Penalty: 5025.144531
	Iteration 32Q: 3 clusters Score -3807128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3807129.500000 Penalty: 5025.144531
	Iteration 33Q: 3 clusters Score -3807130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3807132.500000 Penalty: 5025.144531
	Iteration 34Q: 3 clusters Score -3807132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3807133.500000 Penalty: 5025.144531
	Iteration 35Q: 3 clusters Score -3807134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3807138.500000 Penalty: 5025.144531
	Iteration 36Q: 3 clusters Score -3807138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3807140.000000 Penalty: 5025.144531
	Iteration 37Q: 3 clusters Score -3807140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3807137.000000 Penalty: 5025.144531
	Iteration 38Q: 3 clusters Score -3807137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3807140.000000 Penalty: 5025.144531
	Iteration 39Q: 3 clusters Score -3807140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3807145.750000 Penalty: 5025.144531
	Iteration 40F: 3 clusters Score -3807146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3807142.000000 Penalty: 5025.144531
	Iteration 41Q: 3 clusters Score -3807142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3807145.500000 Penalty: 5025.144531
	Iteration 42Q: 3 clusters Score -3807146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3807144.750000 Penalty: 5025.144531
	Iteration 43Q: 3 clusters Score -3807145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3807145.750000 Penalty: 5025.144531
	Iteration 44Q: 3 clusters Score -3807146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3807146.250000 Penalty: 5025.144531
	Iteration 45Q: 3 clusters Score -3807146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3807152.000000 Penalty: 5025.144531
	Iteration 46Q: 3 clusters Score -3807152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3807153.250000 Penalty: 5025.144531
	Iteration 47Q: 3 clusters Score -3807153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3807159.500000 Penalty: 5025.144531
	Iteration 48Q: 3 clusters Score -3807160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3807168.250000 Penalty: 5025.144531
	Iteration 49Q: 3 clusters Score -3807168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3807171.000000 Penalty: 5025.144531
	Iteration 50Q: 3 clusters Score -3807171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3807177.500000 Penalty: 5025.144531
	Iteration 51Q: 3 clusters Score -3807178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3807179.250000 Penalty: 5025.144531
	Iteration 52Q: 3 clusters Score -3807179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3807180.000000 Penalty: 5025.144531
	Iteration 53Q: 3 clusters Score -3807180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3807183.250000 Penalty: 5025.144531
	Iteration 54Q: 3 clusters Score -3807183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3807181.750000 Penalty: 5025.144531
	Iteration 55Q: 3 clusters Score -3807182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3807186.000000 Penalty: 5025.144531
	Iteration 56Q: 3 clusters Score -3807186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3807189.250000 Penalty: 5025.144531
	Iteration 57Q: 3 clusters Score -3807189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3807190.250000 Penalty: 5025.144531
	Iteration 58Q: 3 clusters Score -3807190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3807193.500000 Penalty: 5025.144531
	Iteration 59Q: 3 clusters Score -3807194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3807193.500000 Penalty: 5025.144531
	Iteration 60F: 3 clusters Score -3807194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1958323.125000 Penalty: 2366.615479
	Iteration 0F: 2 clusters Score -1958323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1948136.125000 Penalty: 4733.230957
	Iteration 0F: 3 clusters Score -1948136 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1951540.000000 Penalty: 4733.230957
	Iteration 1F: 3 clusters Score -1951540 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1952074.000000 Penalty: 4733.230957
	Iteration 2F: 3 clusters Score -1952074 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1952575.625000 Penalty: 4733.230957
	Iteration 3F: 3 clusters Score -1952576 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1953067.500000 Penalty: 4733.230957
	Iteration 4F: 3 clusters Score -1953068 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1953487.250000 Penalty: 4733.230957
	Iteration 5F: 3 clusters Score -1953487 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1953816.750000 Penalty: 4733.230957
	Iteration 6Q: 3 clusters Score -1953817 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1954089.875000 Penalty: 4733.230957
	Iteration 7Q: 3 clusters Score -1954090 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1954329.375000 Penalty: 4733.230957
	Iteration 8Q: 3 clusters Score -1954329 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1954506.875000 Penalty: 4733.230957
	Iteration 9Q: 3 clusters Score -1954507 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1954648.750000 Penalty: 4733.230957
	Iteration 10Q: 3 clusters Score -1954649 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1954792.750000 Penalty: 4733.230957
	Iteration 11Q: 3 clusters Score -1954793 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1954907.250000 Penalty: 4733.230957
	Iteration 12Q: 3 clusters Score -1954907 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1954997.000000 Penalty: 4733.230957
	Iteration 13Q: 3 clusters Score -1954997 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1955082.000000 Penalty: 4733.230957
	Iteration 14Q: 3 clusters Score -1955082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1955154.625000 Penalty: 4733.230957
	Iteration 15Q: 3 clusters Score -1955155 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1955218.125000 Penalty: 4733.230957
	Iteration 16Q: 3 clusters Score -1955218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1955268.250000 Penalty: 4733.230957
	Iteration 17Q: 3 clusters Score -1955268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1955325.500000 Penalty: 4733.230957
	Iteration 18Q: 3 clusters Score -1955326 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1955367.500000 Penalty: 4733.230957
	Iteration 19Q: 3 clusters Score -1955368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1955401.375000 Penalty: 4733.230957
	Iteration 20F: 3 clusters Score -1955401 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1955437.125000 Penalty: 4733.230957
	Iteration 21Q: 3 clusters Score -1955437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1955459.750000 Penalty: 4733.230957
	Iteration 22Q: 3 clusters Score -1955460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1955486.250000 Penalty: 4733.230957
	Iteration 23Q: 3 clusters Score -1955486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1955524.250000 Penalty: 4733.230957
	Iteration 24Q: 3 clusters Score -1955524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1955545.375000 Penalty: 4733.230957
	Iteration 25Q: 3 clusters Score -1955545 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1955586.375000 Penalty: 4733.230957
	Iteration 26Q: 3 clusters Score -1955586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1955619.000000 Penalty: 4733.230957
	Iteration 27Q: 3 clusters Score -1955619 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1955655.375000 Penalty: 4733.230957
	Iteration 28Q: 3 clusters Score -1955655 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1955689.875000 Penalty: 4733.230957
	Iteration 29Q: 3 clusters Score -1955690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1955721.250000 Penalty: 4733.230957
	Iteration 30Q: 3 clusters Score -1955721 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1955758.000000 Penalty: 4733.230957
	Iteration 31Q: 3 clusters Score -1955758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1955797.250000 Penalty: 4733.230957
	Iteration 32Q: 3 clusters Score -1955797 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1955819.625000 Penalty: 4733.230957
	Iteration 33Q: 3 clusters Score -1955820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1955859.500000 Penalty: 4733.230957
	Iteration 34Q: 3 clusters Score -1955860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1955879.625000 Penalty: 4733.230957
	Iteration 35Q: 3 clusters Score -1955880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1955898.125000 Penalty: 4733.230957
	Iteration 36Q: 3 clusters Score -1955898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1955924.750000 Penalty: 4733.230957
	Iteration 37Q: 3 clusters Score -1955925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1955945.625000 Penalty: 4733.230957
	Iteration 38Q: 3 clusters Score -1955946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1955973.375000 Penalty: 4733.230957
	Iteration 39Q: 3 clusters Score -1955973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1955998.250000 Penalty: 4733.230957
	Iteration 40F: 3 clusters Score -1955998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1956026.125000 Penalty: 4733.230957
	Iteration 41Q: 3 clusters Score -1956026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1956050.375000 Penalty: 4733.230957
	Iteration 42Q: 3 clusters Score -1956050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1956080.250000 Penalty: 4733.230957
	Iteration 43Q: 3 clusters Score -1956080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1956100.750000 Penalty: 4733.230957
	Iteration 44Q: 3 clusters Score -1956101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1956109.875000 Penalty: 4733.230957
	Iteration 45Q: 3 clusters Score -1956110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1956132.125000 Penalty: 4733.230957
	Iteration 46Q: 3 clusters Score -1956132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1956145.625000 Penalty: 4733.230957
	Iteration 47Q: 3 clusters Score -1956146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1956162.000000 Penalty: 4733.230957
	Iteration 48Q: 3 clusters Score -1956162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1956178.500000 Penalty: 4733.230957
	Iteration 49Q: 3 clusters Score -1956178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1956195.375000 Penalty: 4733.230957
	Iteration 50Q: 3 clusters Score -1956195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1956210.000000 Penalty: 4733.230957
	Iteration 51Q: 3 clusters Score -1956210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1956230.875000 Penalty: 4733.230957
	Iteration 52Q: 3 clusters Score -1956231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1956247.000000 Penalty: 4733.230957
	Iteration 53Q: 3 clusters Score -1956247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1956252.125000 Penalty: 4733.230957
	Iteration 54Q: 3 clusters Score -1956252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1956262.875000 Penalty: 4733.230957
	Iteration 55Q: 3 clusters Score -1956263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1956274.125000 Penalty: 4733.230957
	Iteration 56Q: 3 clusters Score -1956274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1956277.875000 Penalty: 4733.230957
	Iteration 57Q: 3 clusters Score -1956278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1956281.875000 Penalty: 4733.230957
	Iteration 58Q: 3 clusters Score -1956282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1956289.750000 Penalty: 4733.230957
	Iteration 59Q: 3 clusters Score -1956290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1956294.625000 Penalty: 4733.230957
	Iteration 60F: 3 clusters Score -1956295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1956295.000000 Penalty: 4733.230957
	Iteration 61Q: 3 clusters Score -1956295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1956295.000000 Penalty: 4733.230957
	Iteration 62Q: 3 clusters Score -1956295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1956298.000000 Penalty: 4733.230957
	Iteration 63Q: 3 clusters Score -1956298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1956300.125000 Penalty: 4733.230957
	Iteration 64Q: 3 clusters Score -1956300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1956307.750000 Penalty: 4733.230957
	Iteration 65Q: 3 clusters Score -1956308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1956311.375000 Penalty: 4733.230957
	Iteration 66Q: 3 clusters Score -1956311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1956315.000000 Penalty: 4733.230957
	Iteration 67Q: 3 clusters Score -1956315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1956326.500000 Penalty: 4733.230957
	Iteration 68Q: 3 clusters Score -1956326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1956326.500000 Penalty: 4733.230957
	Iteration 69Q: 3 clusters Score -1956326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1956334.750000 Penalty: 4733.230957
	Iteration 70Q: 3 clusters Score -1956335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1956337.625000 Penalty: 4733.230957
	Iteration 71Q: 3 clusters Score -1956338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1956347.625000 Penalty: 4733.230957
	Iteration 72Q: 3 clusters Score -1956348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1956351.000000 Penalty: 4733.230957
	Iteration 73Q: 3 clusters Score -1956351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1956357.125000 Penalty: 4733.230957
	Iteration 74Q: 3 clusters Score -1956357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1956363.125000 Penalty: 4733.230957
	Iteration 75Q: 3 clusters Score -1956363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1956369.250000 Penalty: 4733.230957
	Iteration 76Q: 3 clusters Score -1956369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1956376.375000 Penalty: 4733.230957
	Iteration 77Q: 3 clusters Score -1956376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1956379.625000 Penalty: 4733.230957
	Iteration 78Q: 3 clusters Score -1956380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1956384.750000 Penalty: 4733.230957
	Iteration 79Q: 3 clusters Score -1956385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1956392.125000 Penalty: 4733.230957
	Iteration 80F: 3 clusters Score -1956392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1956402.000000 Penalty: 4733.230957
	Iteration 81Q: 3 clusters Score -1956402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1956414.250000 Penalty: 4733.230957
	Iteration 82Q: 3 clusters Score -1956414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1956422.000000 Penalty: 4733.230957
	Iteration 83Q: 3 clusters Score -1956422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1956435.625000 Penalty: 4733.230957
	Iteration 84Q: 3 clusters Score -1956436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1956453.000000 Penalty: 4733.230957
	Iteration 85Q: 3 clusters Score -1956453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1956469.125000 Penalty: 4733.230957
	Iteration 86Q: 3 clusters Score -1956469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1956485.625000 Penalty: 4733.230957
	Iteration 87Q: 3 clusters Score -1956486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1956497.125000 Penalty: 4733.230957
	Iteration 88Q: 3 clusters Score -1956497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1956501.000000 Penalty: 4733.230957
	Iteration 89Q: 3 clusters Score -1956501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1956506.125000 Penalty: 4733.230957
	Iteration 90Q: 3 clusters Score -1956506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1956506.625000 Penalty: 4733.230957
	Iteration 91Q: 3 clusters Score -1956507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1956517.750000 Penalty: 4733.230957
	Iteration 92Q: 3 clusters Score -1956518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1956527.875000 Penalty: 4733.230957
	Iteration 93Q: 3 clusters Score -1956528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1956530.000000 Penalty: 4733.230957
	Iteration 94Q: 3 clusters Score -1956530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1956536.875000 Penalty: 4733.230957
	Iteration 95Q: 3 clusters Score -1956537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1956542.625000 Penalty: 4733.230957
	Iteration 96Q: 3 clusters Score -1956543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1956553.750000 Penalty: 4733.230957
	Iteration 97Q: 3 clusters Score -1956554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1956555.625000 Penalty: 4733.230957
	Iteration 98Q: 3 clusters Score -1956556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1956572.125000 Penalty: 4733.230957
	Iteration 99Q: 3 clusters Score -1956572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1956584.500000 Penalty: 4733.230957
	Iteration 100F: 3 clusters Score -1956584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1956595.625000 Penalty: 4733.230957
	Iteration 101Q: 3 clusters Score -1956596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1956603.750000 Penalty: 4733.230957
	Iteration 102Q: 3 clusters Score -1956604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1956606.750000 Penalty: 4733.230957
	Iteration 103Q: 3 clusters Score -1956607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1956615.750000 Penalty: 4733.230957
	Iteration 104Q: 3 clusters Score -1956616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1956616.125000 Penalty: 4733.230957
	Iteration 105Q: 3 clusters Score -1956616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1956623.750000 Penalty: 4733.230957
	Iteration 106Q: 3 clusters Score -1956624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1956627.875000 Penalty: 4733.230957
	Iteration 107Q: 3 clusters Score -1956628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1956627.000000 Penalty: 4733.230957
	Iteration 108Q: 3 clusters Score -1956627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1956630.250000 Penalty: 4733.230957
	Iteration 109Q: 3 clusters Score -1956630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1956634.125000 Penalty: 4733.230957
	Iteration 110Q: 3 clusters Score -1956634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1956638.125000 Penalty: 4733.230957
	Iteration 111Q: 3 clusters Score -1956638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1956640.125000 Penalty: 4733.230957
	Iteration 112Q: 3 clusters Score -1956640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1956641.875000 Penalty: 4733.230957
	Iteration 113Q: 3 clusters Score -1956642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1956646.750000 Penalty: 4733.230957
	Iteration 114Q: 3 clusters Score -1956647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1956651.375000 Penalty: 4733.230957
	Iteration 115Q: 3 clusters Score -1956651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1956659.625000 Penalty: 4733.230957
	Iteration 116Q: 3 clusters Score -1956660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1956665.625000 Penalty: 4733.230957
	Iteration 117Q: 3 clusters Score -1956666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1956671.500000 Penalty: 4733.230957
	Iteration 118Q: 3 clusters Score -1956672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1956673.375000 Penalty: 4733.230957
	Iteration 119Q: 3 clusters Score -1956673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1956672.750000 Penalty: 4733.230957
	Iteration 120F: 3 clusters Score -1956673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1956678.000000 Penalty: 4733.230957
	Iteration 121Q: 3 clusters Score -1956678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1956682.750000 Penalty: 4733.230957
	Iteration 122Q: 3 clusters Score -1956683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1956683.125000 Penalty: 4733.230957
	Iteration 123Q: 3 clusters Score -1956683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1956691.125000 Penalty: 4733.230957
	Iteration 124Q: 3 clusters Score -1956691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1956694.625000 Penalty: 4733.230957
	Iteration 125Q: 3 clusters Score -1956695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1956697.625000 Penalty: 4733.230957
	Iteration 126Q: 3 clusters Score -1956698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1956704.250000 Penalty: 4733.230957
	Iteration 127Q: 3 clusters Score -1956704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1956707.250000 Penalty: 4733.230957
	Iteration 128Q: 3 clusters Score -1956707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1956710.750000 Penalty: 4733.230957
	Iteration 129Q: 3 clusters Score -1956711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1956713.375000 Penalty: 4733.230957
	Iteration 130Q: 3 clusters Score -1956713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1956715.250000 Penalty: 4733.230957
	Iteration 131Q: 3 clusters Score -1956715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1956716.750000 Penalty: 4733.230957
	Iteration 132Q: 3 clusters Score -1956717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1956719.125000 Penalty: 4733.230957
	Iteration 133Q: 3 clusters Score -1956719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1956728.000000 Penalty: 4733.230957
	Iteration 134Q: 3 clusters Score -1956728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1956734.750000 Penalty: 4733.230957
	Iteration 135Q: 3 clusters Score -1956735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1956737.750000 Penalty: 4733.230957
	Iteration 136Q: 3 clusters Score -1956738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1956736.625000 Penalty: 4733.230957
	Iteration 137Q: 3 clusters Score -1956737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1956741.125000 Penalty: 4733.230957
	Iteration 138Q: 3 clusters Score -1956741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1956746.750000 Penalty: 4733.230957
	Iteration 139Q: 3 clusters Score -1956747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1956751.125000 Penalty: 4733.230957
	Iteration 140F: 3 clusters Score -1956751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1956752.125000 Penalty: 4733.230957
	Iteration 141Q: 3 clusters Score -1956752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1956749.250000 Penalty: 4733.230957
	Iteration 142Q: 3 clusters Score -1956749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1956752.625000 Penalty: 4733.230957
	Iteration 143Q: 3 clusters Score -1956753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1956752.625000 Penalty: 4733.230957
	Iteration 144Q: 3 clusters Score -1956753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1956754.250000 Penalty: 4733.230957
	Iteration 145Q: 3 clusters Score -1956754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1956756.875000 Penalty: 4733.230957
	Iteration 146Q: 3 clusters Score -1956757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1956756.250000 Penalty: 4733.230957
	Iteration 147Q: 3 clusters Score -1956756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1956757.000000 Penalty: 4733.230957
	Iteration 148Q: 3 clusters Score -1956757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1956756.250000 Penalty: 4733.230957
	Iteration 149Q: 3 clusters Score -1956756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1956756.125000 Penalty: 4733.230957
	Iteration 150Q: 3 clusters Score -1956756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1956756.750000 Penalty: 4733.230957
	Iteration 151Q: 3 clusters Score -1956757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1956756.000000 Penalty: 4733.230957
	Iteration 152Q: 3 clusters Score -1956756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1956756.000000 Penalty: 4733.230957
	Iteration 153F: 3 clusters Score -1956756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Entering Unmasked Estep 
Score: -5547044.000000 Penalty: 2606.063965
	Iteration 0F: 2 clusters Score -5547044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -5522172.500000 Penalty: 5212.127930
	Iteration 0F: 3 clusters Score -5522172 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5531537.000000 Penalty: 5212.127930
	Iteration 1F: 3 clusters Score -5531537 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5532462.500000 Penalty: 5212.127930
	Iteration 2F: 3 clusters Score -5532462 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5533535.000000 Penalty: 5212.127930
	Iteration 3F: 3 clusters Score -5533535 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5534793.000000 Penalty: 5212.127930
	Iteration 4F: 3 clusters Score -5534793 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5536170.500000 Penalty: 5212.127930
	Iteration 5F: 3 clusters Score -5536170 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5537526.500000 Penalty: 5212.127930
	Iteration 6F: 3 clusters Score -5537526 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5538909.000000 Penalty: 5212.127930
	Iteration 7F: 3 clusters Score -5538909 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -5540261.500000 Penalty: 5212.127930
	Iteration 8F: 3 clusters Score -5540262 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5541401.500000 Penalty: 5212.127930
	Iteration 9Q: 3 clusters Score -5541402 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5542197.000000 Penalty: 5212.127930
	Iteration 10Q: 3 clusters Score -5542197 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -5542626.000000 Penalty: 5212.127930
	Iteration 11Q: 3 clusters Score -5542626 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5542832.000000 Penalty: 5212.127930
	Iteration 12Q: 3 clusters Score -5542832 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5542947.500000 Penalty: 5212.127930
	Iteration 13Q: 3 clusters Score -5542948 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5543009.000000 Penalty: 5212.127930
	Iteration 14Q: 3 clusters Score -5543009 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5543079.000000 Penalty: 5212.127930
	Iteration 15Q: 3 clusters Score -5543079 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5543133.500000 Penalty: 5212.127930
	Iteration 16Q: 3 clusters Score -5543134 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -5543187.000000 Penalty: 5212.127930
	Iteration 17Q: 3 clusters Score -5543187 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5543225 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5543250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5543262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5543318 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5543340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5543374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5543396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5543414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5543424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5543450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5543450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5543476 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5543497 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5543520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5543536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5543556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5543552 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5543572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5543566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5543566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5543570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5543576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5543566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5543573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5543568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5543570 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5543570 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5543576 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5543586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5543578 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5543584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5543592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5543590 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5543590 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5543600 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5543612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5543608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5543612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5543622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5543624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5543627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5543648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5543656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5543657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5543654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5543653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5543668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5543660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5543657 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5543666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5543664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5543662 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5543657 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5543666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5543668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5543674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5543678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5543683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5543698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5543693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5543690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5543691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5543698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5543692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5543695 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5543695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -5543709.500000 Penalty: 5212.127930
	Iteration 84Q: 3 clusters Score -5543710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5543719.500000 Penalty: 5212.127930
	Iteration 85Q: 3 clusters Score -5543720 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5543728 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5543733.500000 Penalty: 5212.127930
	Iteration 87Q: 3 clusters Score -5543734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -5543740.000000 Penalty: 5212.127930
	Iteration 88Q: 3 clusters Score -5543740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5543734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5543755 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26555 members 
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Entering Unmasked Estep 
Score: -5543746.500000 Penalty: 5212.127930
	Iteration 91Q: 3 clusters Score -5543746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
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Entering Unmasked Estep 
Score: -5543731.000000 Penalty: 5212.127930
	Iteration 92Q: 3 clusters Score -5543731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5543750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
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	Iteration 94Q: 3 clusters Score -5543761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5543770 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26783 members 
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	Iteration 96Q: 3 clusters Score -5543774 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5543788 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26857 members 
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	Iteration 98Q: 3 clusters Score -5543784 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5543790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5543786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5543798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5543808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5543824.000000 Penalty: 5212.127930
	Iteration 103Q: 3 clusters Score -5543824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5543821.500000 Penalty: 5212.127930
	Iteration 104Q: 3 clusters Score -5543822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5543816.000000 Penalty: 5212.127930
	Iteration 105Q: 3 clusters Score -5543816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -5543810.500000 Penalty: 5212.127930
	Iteration 106Q: 3 clusters Score -5543810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -5543826.000000 Penalty: 5212.127930
	Iteration 107Q: 3 clusters Score -5543826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5543837.000000 Penalty: 5212.127930
	Iteration 108Q: 3 clusters Score -5543837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5543850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5543850 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5543848 nChanged 81
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Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5543853 nChanged 72
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Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5543844 nChanged 79
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Mstep: Class 1 contains 27769 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5543864 nChanged 82
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Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5543874 nChanged 77
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Mstep: Class 1 contains 27926 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5543870 nChanged 98
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Mstep: Class 1 contains 28024 members 
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	Iteration 117Q: 3 clusters Score -5543873 nChanged 91
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5543905 nChanged 105
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Mstep: Class 1 contains 28216 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5543917 nChanged 97
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Mstep: Class 1 contains 28309 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5543919 nChanged 97
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Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5543942 nChanged 130
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Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5543976 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5544008 nChanged 131
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Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5544044 nChanged 127
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Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5544044 nChanged 122
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Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5544094 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5544116 nChanged 150
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Mstep: Class 1 contains 29315 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5544146 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5544197 nChanged 144
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Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5544220 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5544249 nChanged 156
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Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5544294 nChanged 175
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Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5544367 nChanged 166
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Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5544436 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5544510 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5544539 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5544576 nChanged 175
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Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5544618 nChanged 153
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Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5544668 nChanged 151
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Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5544720 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 5381 members 
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	Iteration 141Q: 3 clusters Score -5544747 nChanged 133
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Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5544780 nChanged 134
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Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5544808 nChanged 125
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Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5544844 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5544888 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5544945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5544968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5544992.500000 Penalty: 5212.127930
	Iteration 148Q: 3 clusters Score -5544992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5545078 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -5545120.500000 Penalty: 5212.127930
	Iteration 150Q: 3 clusters Score -5545120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5545170.000000 Penalty: 5212.127930
	Iteration 151Q: 3 clusters Score -5545170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5545212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5545250.000000 Penalty: 5212.127930
	Iteration 153Q: 3 clusters Score -5545250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5545290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5545306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5545326.500000 Penalty: 5212.127930
	Iteration 156Q: 3 clusters Score -5545326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5545344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5545363.500000 Penalty: 5212.127930
	Iteration 158Q: 3 clusters Score -5545364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5545379.000000 Penalty: 5212.127930
	Iteration 159Q: 3 clusters Score -5545379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5545394.500000 Penalty: 5212.127930
	Iteration 160F: 3 clusters Score -5545394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5545412.500000 Penalty: 5212.127930
	Iteration 161Q: 3 clusters Score -5545412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5545419.500000 Penalty: 5212.127930
	Iteration 162Q: 3 clusters Score -5545420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5545425.500000 Penalty: 5212.127930
	Iteration 163Q: 3 clusters Score -5545426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5545428.000000 Penalty: 5212.127930
	Iteration 164Q: 3 clusters Score -5545428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5545429.500000 Penalty: 5212.127930
	Iteration 165Q: 3 clusters Score -5545430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5545436.000000 Penalty: 5212.127930
	Iteration 166Q: 3 clusters Score -5545436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5545446.500000 Penalty: 5212.127930
	Iteration 167Q: 3 clusters Score -5545446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5545452.500000 Penalty: 5212.127930
	Iteration 168Q: 3 clusters Score -5545452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5545452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5545455.000000 Penalty: 5212.127930
	Iteration 170Q: 3 clusters Score -5545455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5545467.500000 Penalty: 5212.127930
	Iteration 171Q: 3 clusters Score -5545468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5545467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5545474.000000 Penalty: 5212.127930
	Iteration 173Q: 3 clusters Score -5545474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5545477.000000 Penalty: 5212.127930
	Iteration 174Q: 3 clusters Score -5545477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5545464.500000 Penalty: 5212.127930
	Iteration 175Q: 3 clusters Score -5545464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5545476.500000 Penalty: 5212.127930
	Iteration 176Q: 3 clusters Score -5545476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5545480.000000 Penalty: 5212.127930
	Iteration 177Q: 3 clusters Score -5545480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5545482.500000 Penalty: 5212.127930
	Iteration 178Q: 3 clusters Score -5545482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5545486.500000 Penalty: 5212.127930
	Iteration 179Q: 3 clusters Score -5545486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5545487.000000 Penalty: 5212.127930
	Iteration 180F: 3 clusters Score -5545487 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5545487.500000 Penalty: 5212.127930
	Iteration 181Q: 3 clusters Score -5545488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5545494.000000 Penalty: 5212.127930
	Iteration 182Q: 3 clusters Score -5545494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5545494.500000 Penalty: 5212.127930
	Iteration 183Q: 3 clusters Score -5545494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5545491.500000 Penalty: 5212.127930
	Iteration 184Q: 3 clusters Score -5545492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5545500.500000 Penalty: 5212.127930
	Iteration 185Q: 3 clusters Score -5545500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5545494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5545496.500000 Penalty: 5212.127930
	Iteration 187Q: 3 clusters Score -5545496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5545511.500000 Penalty: 5212.127930
	Iteration 188Q: 3 clusters Score -5545512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5545513.500000 Penalty: 5212.127930
	Iteration 189Q: 3 clusters Score -5545514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5545523.000000 Penalty: 5212.127930
	Iteration 190Q: 3 clusters Score -5545523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5545515.500000 Penalty: 5212.127930
	Iteration 191Q: 3 clusters Score -5545516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5545514.500000 Penalty: 5212.127930
	Iteration 192Q: 3 clusters Score -5545514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5545522.000000 Penalty: 5212.127930
	Iteration 193Q: 3 clusters Score -5545522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5545524 nChanged 0
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Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5545523.500000 Penalty: 5212.127930
	Iteration 195F: 3 clusters Score -5545524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -713808.937500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -713808.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -709261.750000 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -709261.8 nChanged 1932
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Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -710436.5 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -710711.9 nChanged 306
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Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -710940.500000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -710940.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -711130.875000 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -711130.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -711268.562500 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -711268.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -711395.625000 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -711395.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -711517.312500 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -711517.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -711658.625000 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -711658.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -711797.000000 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -711797 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -711944.375000 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -711944.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -712078.875000 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -712078.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -712203.000000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -712203 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -712293.000000 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -712293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -712362.625000 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -712362.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -712445.125000 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -712445.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -712524.375000 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -712524.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -712586.937500 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -712586.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -712633.000000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -712633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -712663.750000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -712663.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -712683.125000 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -712683.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -712701.812500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -712701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -712710.500000 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -712710.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -712720.875000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -712720.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -712736.812500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -712736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -712747.187500 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -712747.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -712754.125000 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -712754.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -712760.375000 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -712760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -712765.250000 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -712765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -712767.062500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -712767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -712767.687500 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -712767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -712769.187500 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -712769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -712768.812500 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -712768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -712769.875000 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -712769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -712769.875000 Penalty: 4233.181641
	Iteration 34F: 3 clusters Score -712769.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 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 256 members 
Entering Unmasked Estep 
Score: -72084.156250 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72084.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72506.320312 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72506.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73075.742188 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -73075.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73607.445312 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73607.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73978.945312 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73978.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74146.445312 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -74146.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74216.304688 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74266.445312 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -74266.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74306.218750 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -74306.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74320.437500 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -74320.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74349.679688 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -74349.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74377.382812 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -74377.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74398.023438 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -74398.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74424.507812 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -74424.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74429.046875 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -74429.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74440.273438 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -74440.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74444.250000 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -74444.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74445.804688 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -74445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74447.718750 Penalty: 3137.770020
	Iteration 18F: 3 clusters Score -74447.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74454.390625 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -74454.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74464.203125 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -74464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74471.312500 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -74471.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74474.343750 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -74474.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74474.343750 Penalty: 3137.770020
	Iteration 23F: 3 clusters Score -74474.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166144.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104167496.000000 to -104166144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -617491.937500 Penalty: 2099.699951
	Iteration 0F: 2 clusters Score -617491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -613219.937500 Penalty: 4199.399902
	Iteration 0F: 3 clusters Score -613219.9 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -614431.375000 Penalty: 4199.399902
	Iteration 1F: 3 clusters Score -614431.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -614798.875000 Penalty: 4199.399902
	Iteration 2F: 3 clusters Score -614798.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -615110.750000 Penalty: 4199.399902
	Iteration 3F: 3 clusters Score -615110.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -615379.187500 Penalty: 4199.399902
	Iteration 4F: 3 clusters Score -615379.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -615596.500000 Penalty: 4199.399902
	Iteration 5Q: 3 clusters Score -615596.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -615791.437500 Penalty: 4199.399902
	Iteration 6Q: 3 clusters Score -615791.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -615987.062500 Penalty: 4199.399902
	Iteration 7Q: 3 clusters Score -615987.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616190.750000 Penalty: 4199.399902
	Iteration 8Q: 3 clusters Score -616190.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -616378.125000 Penalty: 4199.399902
	Iteration 9Q: 3 clusters Score -616378.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -616601.437500 Penalty: 4199.399902
	Iteration 10Q: 3 clusters Score -616601.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -616813.812500 Penalty: 4199.399902
	Iteration 11Q: 3 clusters Score -616813.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -616972.375000 Penalty: 4199.399902
	Iteration 12Q: 3 clusters Score -616972.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -617106.750000 Penalty: 4199.399902
	Iteration 13Q: 3 clusters Score -617106.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -617225.000000 Penalty: 4199.399902
	Iteration 14Q: 3 clusters Score -617225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -617346.750000 Penalty: 4199.399902
	Iteration 15Q: 3 clusters Score -617346.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -617432.812500 Penalty: 4199.399902
	Iteration 16Q: 3 clusters Score -617432.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -617488.812500 Penalty: 4199.399902
	Iteration 17Q: 3 clusters Score -617488.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -617529.562500 Penalty: 4199.399902
	Iteration 18Q: 3 clusters Score -617529.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -617558.375000 Penalty: 4199.399902
	Iteration 19Q: 3 clusters Score -617558.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -617582.812500 Penalty: 4199.399902
	Iteration 20F: 3 clusters Score -617582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -617598.125000 Penalty: 4199.399902
	Iteration 21Q: 3 clusters Score -617598.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -617606.625000 Penalty: 4199.399902
	Iteration 22Q: 3 clusters Score -617606.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -617613.000000 Penalty: 4199.399902
	Iteration 23Q: 3 clusters Score -617613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -617614.062500 Penalty: 4199.399902
	Iteration 24Q: 3 clusters Score -617614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -617615.187500 Penalty: 4199.399902
	Iteration 25Q: 3 clusters Score -617615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -617615.062500 Penalty: 4199.399902
	Iteration 26Q: 3 clusters Score -617615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -617615.062500 Penalty: 4199.399902
	Iteration 27F: 3 clusters Score -617615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 2532 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 2221 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104166264.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104167496.000000 to -104166264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Entering Unmasked Estep 
Score: -222590.078125 Penalty: 1824.832031
	Iteration 0F: 2 clusters Score -222590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -220231.171875 Penalty: 3649.664062
	Iteration 0F: 3 clusters Score -220231.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220672.046875 Penalty: 3649.664062
	Iteration 1F: 3 clusters Score -220672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220877.640625 Penalty: 3649.664062
	Iteration 2F: 3 clusters Score -220877.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -221027.843750 Penalty: 3649.664062
	Iteration 3F: 3 clusters Score -221027.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -221128.203125 Penalty: 3649.664062
	Iteration 4Q: 3 clusters Score -221128.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221187.421875 Penalty: 3649.664062
	Iteration 5Q: 3 clusters Score -221187.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -221242.453125 Penalty: 3649.664062
	Iteration 6Q: 3 clusters Score -221242.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -221291.000000 Penalty: 3649.664062
	Iteration 7Q: 3 clusters Score -221291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -221322.812500 Penalty: 3649.664062
	Iteration 8Q: 3 clusters Score -221322.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -221360.218750 Penalty: 3649.664062
	Iteration 9Q: 3 clusters Score -221360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -221409.765625 Penalty: 3649.664062
	Iteration 10Q: 3 clusters Score -221409.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -221464.000000 Penalty: 3649.664062
	Iteration 11Q: 3 clusters Score -221464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -221511.875000 Penalty: 3649.664062
	Iteration 12Q: 3 clusters Score -221511.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -221549.734375 Penalty: 3649.664062
	Iteration 13Q: 3 clusters Score -221549.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -221574.062500 Penalty: 3649.664062
	Iteration 14Q: 3 clusters Score -221574.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -221587.281250 Penalty: 3649.664062
	Iteration 15Q: 3 clusters Score -221587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -221589.953125 Penalty: 3649.664062
	Iteration 16Q: 3 clusters Score -221590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -221590.656250 Penalty: 3649.664062
	Iteration 17Q: 3 clusters Score -221590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -221590.828125 Penalty: 3649.664062
	Iteration 18Q: 3 clusters Score -221590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -221590.828125 Penalty: 3649.664062
	Iteration 19F: 3 clusters Score -221590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -2348278.250000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -2348278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2337187.000000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -2337187 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2340510.000000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -2340510 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2340824.250000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -2340824 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2341068.750000 Penalty: 4782.911133
	Iteration 3Q: 3 clusters Score -2341069 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2341283.250000 Penalty: 4782.911133
	Iteration 4Q: 3 clusters Score -2341283 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2341506.000000 Penalty: 4782.911133
	Iteration 5Q: 3 clusters Score -2341506 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2341759.750000 Penalty: 4782.911133
	Iteration 6Q: 3 clusters Score -2341760 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2342066.500000 Penalty: 4782.911133
	Iteration 7Q: 3 clusters Score -2342066 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2342430.500000 Penalty: 4782.911133
	Iteration 8Q: 3 clusters Score -2342430 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2342906.250000 Penalty: 4782.911133
	Iteration 9Q: 3 clusters Score -2342906 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2343619.500000 Penalty: 4782.911133
	Iteration 10F: 3 clusters Score -2343620 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2344434.000000 Penalty: 4782.911133
	Iteration 11F: 3 clusters Score -2344434 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2345185.250000 Penalty: 4782.911133
	Iteration 12F: 3 clusters Score -2345185 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2345690.500000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -2345690 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2345973.250000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -2345973 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2346168.250000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -2346168 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2346280.250000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -2346280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2346346.500000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -2346346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2346378.000000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -2346378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2346404.750000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -2346405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2346412.750000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -2346413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2346423.250000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -2346423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2346433.250000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -2346433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2346439.750000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -2346440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2346452.000000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -2346452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2346459.750000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -2346460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2346469.000000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -2346469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2346475.000000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -2346475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2346484.000000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -2346484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2346486.750000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -2346487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2346492.500000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -2346492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2346491.250000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -2346491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2346493.250000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -2346493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2346496.750000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -2346497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2346496.750000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -2346497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2346496.750000 Penalty: 4782.911133
	Iteration 35F: 3 clusters Score -2346497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -88895.265625 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -88895.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87333.968750 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -87333.97 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88089.742188 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -88089.74 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -88382.609375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -88382.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88595.312500 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -88595.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -88735.968750 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -88735.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -88821.492188 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -88821.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -88850.335938 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -88850.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -88854.210938 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -88854.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -88856.078125 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -88856.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -88856.078125 Penalty: 3276.898682
	Iteration 9F: 3 clusters Score -88856.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (98795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Entering Unmasked Estep 
Score: -15264506.000000 Penalty: 2852.198975
	Iteration 0F: 2 clusters Score -1.526451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -15199048.000000 Penalty: 5704.397949
	Iteration 0F: 3 clusters Score -1.519905e+07 nChanged 46679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -15225915.000000 Penalty: 5704.397949
	Iteration 1F: 3 clusters Score -1.522592e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -15227029.000000 Penalty: 5704.397949
	Iteration 2Q: 3 clusters Score -1.522703e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -15228252.000000 Penalty: 5704.397949
	Iteration 3Q: 3 clusters Score -1.522825e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -15229720.000000 Penalty: 5704.397949
	Iteration 4Q: 3 clusters Score -1.522972e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -15231680.000000 Penalty: 5704.397949
	Iteration 5Q: 3 clusters Score -1.523168e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -15234210.000000 Penalty: 5704.397949
	Iteration 6F: 3 clusters Score -1.523421e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -15237441.000000 Penalty: 5704.397949
	Iteration 7F: 3 clusters Score -1.523744e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -15241378.000000 Penalty: 5704.397949
	Iteration 8F: 3 clusters Score -1.524138e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -15245646.000000 Penalty: 5704.397949
	Iteration 9F: 3 clusters Score -1.524565e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -15250025.000000 Penalty: 5704.397949
	Iteration 10F: 3 clusters Score -1.525002e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -15254258.000000 Penalty: 5704.397949
	Iteration 11F: 3 clusters Score -1.525426e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -15257587.000000 Penalty: 5704.397949
	Iteration 12Q: 3 clusters Score -1.525759e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -15259813.000000 Penalty: 5704.397949
	Iteration 13Q: 3 clusters Score -1.525981e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97009 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15260916.000000 Penalty: 5704.397949
	Iteration 14Q: 3 clusters Score -1.526092e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15261424.000000 Penalty: 5704.397949
	Iteration 15Q: 3 clusters Score -1.526142e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15261707.000000 Penalty: 5704.397949
	Iteration 16Q: 3 clusters Score -1.526171e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15261862.000000 Penalty: 5704.397949
	Iteration 17Q: 3 clusters Score -1.526186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15261922.000000 Penalty: 5704.397949
	Iteration 18Q: 3 clusters Score -1.526192e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98390 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15261978.000000 Penalty: 5704.397949
	Iteration 19Q: 3 clusters Score -1.526198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15261993.000000 Penalty: 5704.397949
	Iteration 20F: 3 clusters Score -1.526199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15262003.000000 Penalty: 5704.397949
	Iteration 21Q: 3 clusters Score -1.5262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15262030.000000 Penalty: 5704.397949
	Iteration 22Q: 3 clusters Score -1.526203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15262044.000000 Penalty: 5704.397949
	Iteration 23Q: 3 clusters Score -1.526204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15262039.000000 Penalty: 5704.397949
	Iteration 24Q: 3 clusters Score -1.526204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15262049.000000 Penalty: 5704.397949
	Iteration 25Q: 3 clusters Score -1.526205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15262045.000000 Penalty: 5704.397949
	Iteration 26Q: 3 clusters Score -1.526204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15262048.000000 Penalty: 5704.397949
	Iteration 27Q: 3 clusters Score -1.526205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15262058.000000 Penalty: 5704.397949
	Iteration 28Q: 3 clusters Score -1.526206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15262050.000000 Penalty: 5704.397949
	Iteration 29Q: 3 clusters Score -1.526205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15262060.000000 Penalty: 5704.397949
	Iteration 30Q: 3 clusters Score -1.526206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15262053.000000 Penalty: 5704.397949
	Iteration 31Q: 3 clusters Score -1.526205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15262053.000000 Penalty: 5704.397949
	Iteration 32F: 3 clusters Score -1.526205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -248081.171875 Penalty: 1847.186768
	Iteration 0F: 2 clusters Score -248081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -245671.000000 Penalty: 3694.373535
	Iteration 0F: 3 clusters Score -245671 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -246208.203125 Penalty: 3694.373535
	Iteration 1F: 3 clusters Score -246208.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -246401.312500 Penalty: 3694.373535
	Iteration 2F: 3 clusters Score -246401.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -246528.375000 Penalty: 3694.373535
	Iteration 3F: 3 clusters Score -246528.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -246639.140625 Penalty: 3694.373535
	Iteration 4Q: 3 clusters Score -246639.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -246722.218750 Penalty: 3694.373535
	Iteration 5Q: 3 clusters Score -246722.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -246785.984375 Penalty: 3694.373535
	Iteration 6Q: 3 clusters Score -246786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -246834.828125 Penalty: 3694.373535
	Iteration 7Q: 3 clusters Score -246834.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -246861.031250 Penalty: 3694.373535
	Iteration 8Q: 3 clusters Score -246861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246874.343750 Penalty: 3694.373535
	Iteration 9Q: 3 clusters Score -246874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -246886.593750 Penalty: 3694.373535
	Iteration 10Q: 3 clusters Score -246886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -246894.796875 Penalty: 3694.373535
	Iteration 11Q: 3 clusters Score -246894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -246906.484375 Penalty: 3694.373535
	Iteration 12Q: 3 clusters Score -246906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -246918.625000 Penalty: 3694.373535
	Iteration 13Q: 3 clusters Score -246918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246926.156250 Penalty: 3694.373535
	Iteration 14Q: 3 clusters Score -246926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246929.828125 Penalty: 3694.373535
	Iteration 15Q: 3 clusters Score -246929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246933.031250 Penalty: 3694.373535
	Iteration 16Q: 3 clusters Score -246933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -246939.546875 Penalty: 3694.373535
	Iteration 17Q: 3 clusters Score -246939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -246944.843750 Penalty: 3694.373535
	Iteration 18Q: 3 clusters Score -246944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -246950.828125 Penalty: 3694.373535
	Iteration 19Q: 3 clusters Score -246950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -246958.375000 Penalty: 3694.373535
	Iteration 20F: 3 clusters Score -246958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -246962.656250 Penalty: 3694.373535
	Iteration 21Q: 3 clusters Score -246962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246968.234375 Penalty: 3694.373535
	Iteration 22Q: 3 clusters Score -246968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -246974.656250 Penalty: 3694.373535
	Iteration 23Q: 3 clusters Score -246974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -246982.812500 Penalty: 3694.373535
	Iteration 24Q: 3 clusters Score -246982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -246987.453125 Penalty: 3694.373535
	Iteration 25Q: 3 clusters Score -246987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -246990.015625 Penalty: 3694.373535
	Iteration 26Q: 3 clusters Score -246990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -246990.312500 Penalty: 3694.373535
	Iteration 27Q: 3 clusters Score -246990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -246990.312500 Penalty: 3694.373535
	Iteration 28F: 3 clusters Score -246990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -1468613.375000 Penalty: 2277.732910
	Iteration 0F: 2 clusters Score -1468613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1461130.500000 Penalty: 4555.465820
	Iteration 0F: 3 clusters Score -1461130 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1463284.375000 Penalty: 4555.465820
	Iteration 1F: 3 clusters Score -1463284 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1463653.500000 Penalty: 4555.465820
	Iteration 2F: 3 clusters Score -1463654 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1463951.250000 Penalty: 4555.465820
	Iteration 3F: 3 clusters Score -1463951 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1464274.375000 Penalty: 4555.465820
	Iteration 4F: 3 clusters Score -1464274 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1464620.250000 Penalty: 4555.465820
	Iteration 5Q: 3 clusters Score -1464620 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1464989.125000 Penalty: 4555.465820
	Iteration 6Q: 3 clusters Score -1464989 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1465372.250000 Penalty: 4555.465820
	Iteration 7Q: 3 clusters Score -1465372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1465729.250000 Penalty: 4555.465820
	Iteration 8Q: 3 clusters Score -1465729 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1466036.000000 Penalty: 4555.465820
	Iteration 9Q: 3 clusters Score -1466036 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1466301.000000 Penalty: 4555.465820
	Iteration 10Q: 3 clusters Score -1466301 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1466516.500000 Penalty: 4555.465820
	Iteration 11Q: 3 clusters Score -1466516 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1466703.125000 Penalty: 4555.465820
	Iteration 12Q: 3 clusters Score -1466703 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1466829.875000 Penalty: 4555.465820
	Iteration 13Q: 3 clusters Score -1466830 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1466930.625000 Penalty: 4555.465820
	Iteration 14Q: 3 clusters Score -1466931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1467013.500000 Penalty: 4555.465820
	Iteration 15Q: 3 clusters Score -1467014 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1467068.750000 Penalty: 4555.465820
	Iteration 16Q: 3 clusters Score -1467069 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1467111.125000 Penalty: 4555.465820
	Iteration 17Q: 3 clusters Score -1467111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1467136.250000 Penalty: 4555.465820
	Iteration 18Q: 3 clusters Score -1467136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1467166.625000 Penalty: 4555.465820
	Iteration 19Q: 3 clusters Score -1467167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1467188.500000 Penalty: 4555.465820
	Iteration 20F: 3 clusters Score -1467188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1467213.000000 Penalty: 4555.465820
	Iteration 21Q: 3 clusters Score -1467213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1467234.000000 Penalty: 4555.465820
	Iteration 22Q: 3 clusters Score -1467234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1467266.750000 Penalty: 4555.465820
	Iteration 23Q: 3 clusters Score -1467267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1467299.125000 Penalty: 4555.465820
	Iteration 24Q: 3 clusters Score -1467299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1467341.750000 Penalty: 4555.465820
	Iteration 25Q: 3 clusters Score -1467342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1467393.500000 Penalty: 4555.465820
	Iteration 26Q: 3 clusters Score -1467394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1467457.000000 Penalty: 4555.465820
	Iteration 27Q: 3 clusters Score -1467457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1467552.875000 Penalty: 4555.465820
	Iteration 28Q: 3 clusters Score -1467553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1467653.625000 Penalty: 4555.465820
	Iteration 29Q: 3 clusters Score -1467654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1467724.250000 Penalty: 4555.465820
	Iteration 30Q: 3 clusters Score -1467724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1467779.125000 Penalty: 4555.465820
	Iteration 31Q: 3 clusters Score -1467779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1467812.750000 Penalty: 4555.465820
	Iteration 32Q: 3 clusters Score -1467813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1467828.625000 Penalty: 4555.465820
	Iteration 33Q: 3 clusters Score -1467829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1467834.000000 Penalty: 4555.465820
	Iteration 34Q: 3 clusters Score -1467834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1467839.875000 Penalty: 4555.465820
	Iteration 35Q: 3 clusters Score -1467840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1467844.750000 Penalty: 4555.465820
	Iteration 36Q: 3 clusters Score -1467845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1467848.250000 Penalty: 4555.465820
	Iteration 37Q: 3 clusters Score -1467848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1467853.250000 Penalty: 4555.465820
	Iteration 38Q: 3 clusters Score -1467853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1467854.750000 Penalty: 4555.465820
	Iteration 39Q: 3 clusters Score -1467855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1467861.125000 Penalty: 4555.465820
	Iteration 40F: 3 clusters Score -1467861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1467860.500000 Penalty: 4555.465820
	Iteration 41Q: 3 clusters Score -1467860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1467859.125000 Penalty: 4555.465820
	Iteration 42Q: 3 clusters Score -1467859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1467860.625000 Penalty: 4555.465820
	Iteration 43Q: 3 clusters Score -1467861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1467860.625000 Penalty: 4555.465820
	Iteration 44F: 3 clusters Score -1467861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 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 479 members 
Entering Unmasked Estep 
Score: -116766.132812 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116766.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117160.343750 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117160.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117365.164062 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117365.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117624.460938 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117624.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117833.914062 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -117833.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118030.460938 Penalty: 3381.100830
	Iteration 5F: 3 clusters Score -118030.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118244.976562 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118377.023438 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118432.718750 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -118432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118497.031250 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -118497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118560.906250 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -118560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118592.710938 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -118592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118649.218750 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -118649.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118741.851562 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -118741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118763.054688 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -118763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118788.421875 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -118788.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118813.570312 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -118813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118826.828125 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -118826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118832.515625 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -118832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -118833.875000 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -118833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -118833.875000 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -118833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 448 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104165984.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104167496.000000 to -104165984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -55842.726562 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -55842.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54536.710938 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -54536.71 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54857.339844 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -54857.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55022.957031 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -55022.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55116.003906 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -55116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55199.246094 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -55199.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55223.851562 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -55223.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55234.265625 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -55234.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55238.855469 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -55238.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -55238.855469 Penalty: 3032.386475
	Iteration 8F: 3 clusters Score -55238.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97011.460938 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97011.46 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97250.812500 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97250.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97318.328125 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97318.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97396.867188 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97396.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97485.789062 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97485.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97574.570312 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97574.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97626.609375 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97626.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97702.515625 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97702.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97799.703125 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97799.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97930.000000 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98017.007812 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -98017.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98050.703125 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -98050.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98084.187500 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -98084.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98103.273438 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -98103.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98118.968750 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98118.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98137.414062 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98137.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98154.984375 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98154.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98165.070312 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98165.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98173.882812 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98173.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98180.992188 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98180.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98188.375000 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98188.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98196.539062 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -98196.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98202.062500 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -98202.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98202.062500 Penalty: 3267.424805
	Iteration 23F: 3 clusters Score -98202.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122036 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11552 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3816 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 46597 members 
Mstep: Class 14 contains 14921 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5315 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 114280 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33454 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25118 members 
Mstep: Class 24 contains 13944 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98795 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167584.000000 Penalty: 123466.296875
Iteration 439Q: 38 clusters Score -1.041676e+08 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 122773 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42578 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 45846 members 
Mstep: Class 14 contains 14907 members 
Mstep: Class 15 contains 22180 members 
Mstep: Class 16 contains 5325 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 18371 members 
Mstep: Class 19 contains 114435 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 33510 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25120 members 
Mstep: Class 24 contains 13947 members 
Mstep: Class 25 contains 36612 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98545 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167200.000000 Penalty: 123466.296875
Iteration 440F: 38 clusters Score -1.041672e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 123532 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42583 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 45098 members 
Mstep: Class 14 contains 14907 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 18445 members 
Mstep: Class 19 contains 114437 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 33567 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 13948 members 
Mstep: Class 25 contains 36607 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98400 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166840.000000 Penalty: 123466.296875
Iteration 441Q: 38 clusters Score -1.041668e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 124182 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11593 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 44346 members 
Mstep: Class 14 contains 14916 members 
Mstep: Class 15 contains 22182 members 
Mstep: Class 16 contains 5357 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 18509 members 
Mstep: Class 19 contains 114385 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 33651 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25119 members 
Mstep: Class 24 contains 13949 members 
Mstep: Class 25 contains 36599 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98399 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166712.000000 Penalty: 123466.296875
Iteration 442Q: 38 clusters Score -1.041667e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 124803 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42582 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 11604 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 43576 members 
Mstep: Class 14 contains 14926 members 
Mstep: Class 15 contains 22172 members 
Mstep: Class 16 contains 5372 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18575 members 
Mstep: Class 19 contains 114251 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 33739 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25120 members 
Mstep: Class 24 contains 13950 members 
Mstep: Class 25 contains 36600 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98536 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166824.000000 Penalty: 123466.296875
Iteration 443Q: 38 clusters Score -1.041668e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 125458 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 42818 members 
Mstep: Class 14 contains 14939 members 
Mstep: Class 15 contains 22166 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18629 members 
Mstep: Class 19 contains 113908 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 33858 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25121 members 
Mstep: Class 24 contains 13953 members 
Mstep: Class 25 contains 36600 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 98824 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166880.000000 Penalty: 123466.296875
Iteration 444Q: 38 clusters Score -1.041669e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 126034 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42577 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3771 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4360 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 42069 members 
Mstep: Class 14 contains 14955 members 
Mstep: Class 15 contains 22147 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 18688 members 
Mstep: Class 19 contains 113456 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 33986 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25127 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 99248 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166776.000000 Penalty: 123466.296875
Iteration 445Q: 38 clusters Score -1.041668e+08 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 126621 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 41318 members 
Mstep: Class 14 contains 14945 members 
Mstep: Class 15 contains 22138 members 
Mstep: Class 16 contains 5432 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 18749 members 
Mstep: Class 19 contains 113086 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 34131 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25124 members 
Mstep: Class 24 contains 13955 members 
Mstep: Class 25 contains 36593 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 99562 members 
Mstep: Class 33 contains 1718 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166968.000000 Penalty: 123466.296875
Iteration 446Q: 38 clusters Score -1.04167e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 127209 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42568 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11623 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4353 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 40612 members 
Mstep: Class 14 contains 14954 members 
Mstep: Class 15 contains 22132 members 
Mstep: Class 16 contains 5447 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 112645 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 34261 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25132 members 
Mstep: Class 24 contains 13955 members 
Mstep: Class 25 contains 36589 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 99897 members 
Mstep: Class 33 contains 1719 members 
Mstep: Class 34 contains 9743 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167024.000000 Penalty: 123466.296875
Iteration 447Q: 38 clusters Score -1.04167e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 127750 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42570 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11632 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 39944 members 
Mstep: Class 14 contains 14950 members 
Mstep: Class 15 contains 22137 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18860 members 
Mstep: Class 19 contains 112291 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 34382 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25138 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 36586 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 100178 members 
Mstep: Class 33 contains 1720 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166696.000000 Penalty: 123466.296875
Iteration 448Q: 38 clusters Score -1.041667e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 128314 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42570 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 39302 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 22146 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 15616 members 
Mstep: Class 18 contains 18892 members 
Mstep: Class 19 contains 111902 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 34504 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25134 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 100502 members 
Mstep: Class 33 contains 1723 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166480.000000 Penalty: 123466.296875
Iteration 449Q: 38 clusters Score -1.041665e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 128823 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42571 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 38677 members 
Mstep: Class 14 contains 14939 members 
Mstep: Class 15 contains 22146 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18927 members 
Mstep: Class 19 contains 111458 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 34645 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25127 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 36570 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 100898 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166248.000000 Penalty: 123466.296875
Iteration 450Q: 38 clusters Score -1.041662e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 129287 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42570 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 38114 members 
Mstep: Class 14 contains 14918 members 
Mstep: Class 15 contains 22149 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 19 contains 111004 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 34765 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25133 members 
Mstep: Class 24 contains 13956 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101319 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166528.000000 Penalty: 123466.296875
Iteration 451Q: 38 clusters Score -1.041665e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 129698 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42574 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 11674 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 37582 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 15 contains 22151 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 18968 members 
Mstep: Class 19 contains 110604 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 34897 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25136 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 36570 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 101667 members 
Mstep: Class 33 contains 1726 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166384.000000 Penalty: 123466.296875
Iteration 452Q: 38 clusters Score -1.041664e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 130055 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 11679 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3685 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4328 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 37070 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 22143 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 110178 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 35028 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25141 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 36574 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102096 members 
Mstep: Class 33 contains 1727 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165976.000000 Penalty: 123466.296875
Iteration 453Q: 38 clusters Score -1.04166e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 130282 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4320 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 36524 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 22144 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18994 members 
Mstep: Class 19 contains 109885 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 35163 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25148 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102558 members 
Mstep: Class 33 contains 1727 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165448.000000 Penalty: 123466.296875
Iteration 454Q: 38 clusters Score -1.041654e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 130417 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 36015 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 15 contains 22144 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 19004 members 
Mstep: Class 19 contains 109693 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 35289 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25154 members 
Mstep: Class 24 contains 13958 members 
Mstep: Class 25 contains 36574 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 102976 members 
Mstep: Class 33 contains 1727 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165328.000000 Penalty: 123466.296875
Iteration 455Q: 38 clusters Score -1.041653e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 130552 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42576 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 35532 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 22152 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 19023 members 
Mstep: Class 19 contains 109535 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 35395 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25156 members 
Mstep: Class 24 contains 13959 members 
Mstep: Class 25 contains 36569 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15413 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103348 members 
Mstep: Class 33 contains 1729 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165104.000000 Penalty: 123466.296875
Iteration 456Q: 38 clusters Score -1.041651e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 130658 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 35076 members 
Mstep: Class 14 contains 14884 members 
Mstep: Class 15 contains 22143 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 19011 members 
Mstep: Class 19 contains 109387 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 35530 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25161 members 
Mstep: Class 24 contains 13960 members 
Mstep: Class 25 contains 36565 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 103726 members 
Mstep: Class 33 contains 1730 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164480.000000 Penalty: 123466.296875
Iteration 457Q: 38 clusters Score -1.041645e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 130773 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42564 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 4305 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 14893 members 
Mstep: Class 15 contains 22135 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 18997 members 
Mstep: Class 19 contains 109201 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 35649 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 13960 members 
Mstep: Class 25 contains 36566 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104156 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164528.000000 Penalty: 123466.296875
Iteration 458Q: 38 clusters Score -1.041645e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 130870 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42563 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 34145 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 109018 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 35787 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 13961 members 
Mstep: Class 25 contains 36557 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 104592 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164432.000000 Penalty: 123466.296875
Iteration 459Q: 38 clusters Score -1.041644e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 130883 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42565 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3673 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4295 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 33619 members 
Mstep: Class 14 contains 14903 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18953 members 
Mstep: Class 19 contains 108912 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 35939 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 13962 members 
Mstep: Class 25 contains 36553 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105090 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164056.000000 Penalty: 123466.296875
Iteration 460F: 38 clusters Score -1.041641e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 130895 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42574 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 33066 members 
Mstep: Class 14 contains 14897 members 
Mstep: Class 15 contains 22118 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 108837 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 36101 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25168 members 
Mstep: Class 24 contains 13963 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 105576 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164032.000000 Penalty: 123466.296875
Iteration 461Q: 38 clusters Score -1.04164e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2050 members 
Mstep: Class 3 contains 130845 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42577 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 4285 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 32499 members 
Mstep: Class 14 contains 14899 members 
Mstep: Class 15 contains 22116 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 108896 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 36270 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25166 members 
Mstep: Class 24 contains 13965 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 106002 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163656.000000 Penalty: 123466.296875
Iteration 462Q: 38 clusters Score -1.041637e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 130849 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42580 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11692 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3678 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 31894 members 
Mstep: Class 14 contains 14906 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 16 contains 5695 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 109023 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 36414 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 13965 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 106330 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163352.000000 Penalty: 123466.296875
Iteration 463Q: 38 clusters Score -1.041634e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 130893 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42582 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 31290 members 
Mstep: Class 14 contains 14910 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 16 contains 5699 members 
Mstep: Class 17 contains 15618 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 109073 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 36562 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25161 members 
Mstep: Class 24 contains 13965 members 
Mstep: Class 25 contains 36555 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 106683 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162800.000000 Penalty: 123466.296875
Iteration 464Q: 38 clusters Score -1.041628e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 130977 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42586 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 30695 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 22125 members 
Mstep: Class 16 contains 5702 members 
Mstep: Class 17 contains 15619 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 109098 members 
Mstep: Class 20 contains 2707 members 
Mstep: Class 21 contains 36683 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 13964 members 
Mstep: Class 25 contains 36553 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 107036 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162664.000000 Penalty: 123466.296875
Iteration 465Q: 38 clusters Score -1.041627e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 131067 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42581 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11686 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 30078 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 22133 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 15620 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 109167 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 36807 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25170 members 
Mstep: Class 24 contains 13964 members 
Mstep: Class 25 contains 36551 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 107353 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162328.000000 Penalty: 123466.296875
Iteration 466Q: 38 clusters Score -1.041623e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 131161 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42579 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 11691 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 22139 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 109321 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 36934 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25169 members 
Mstep: Class 24 contains 13966 members 
Mstep: Class 25 contains 36559 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 107576 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162368.000000 Penalty: 123466.296875
Iteration 467Q: 38 clusters Score -1.041624e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2054 members 
Mstep: Class 3 contains 131286 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42573 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3710 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 14933 members 
Mstep: Class 15 contains 22136 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18928 members 
Mstep: Class 19 contains 109422 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 37054 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25173 members 
Mstep: Class 24 contains 13967 members 
Mstep: Class 25 contains 36562 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 107842 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161752.000000 Penalty: 123466.296875
Iteration 468Q: 38 clusters Score -1.041618e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 131400 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42570 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 28189 members 
Mstep: Class 14 contains 14932 members 
Mstep: Class 15 contains 22133 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18915 members 
Mstep: Class 19 contains 109532 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 37177 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 13967 members 
Mstep: Class 25 contains 36559 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 108127 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161584.000000 Penalty: 123466.296875
Iteration 469Q: 38 clusters Score -1.041616e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 131499 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42562 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3715 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 27572 members 
Mstep: Class 14 contains 14938 members 
Mstep: Class 15 contains 22134 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18903 members 
Mstep: Class 19 contains 109634 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 37325 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 13968 members 
Mstep: Class 25 contains 36565 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 108392 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161240.000000 Penalty: 123466.296875
Iteration 470Q: 38 clusters Score -1.041612e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 131589 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42556 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11712 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3716 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 26986 members 
Mstep: Class 14 contains 14940 members 
Mstep: Class 15 contains 22126 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18871 members 
Mstep: Class 19 contains 109715 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 37498 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 13970 members 
Mstep: Class 25 contains 36572 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 108655 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9745 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160800.000000 Penalty: 123466.296875
Iteration 471Q: 38 clusters Score -1.041608e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 131618 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42552 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 26380 members 
Mstep: Class 14 contains 14943 members 
Mstep: Class 15 contains 22120 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18860 members 
Mstep: Class 19 contains 109856 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 37678 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25194 members 
Mstep: Class 24 contains 13970 members 
Mstep: Class 25 contains 36571 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 108928 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160712.000000 Penalty: 123466.296875
Iteration 472Q: 38 clusters Score -1.041607e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 131698 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42557 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 25788 members 
Mstep: Class 14 contains 14957 members 
Mstep: Class 15 contains 22126 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 109907 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 37836 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25198 members 
Mstep: Class 24 contains 13970 members 
Mstep: Class 25 contains 36573 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 109220 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160504.000000 Penalty: 123466.296875
Iteration 473Q: 38 clusters Score -1.041605e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2055 members 
Mstep: Class 3 contains 131785 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3699 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 25208 members 
Mstep: Class 14 contains 14962 members 
Mstep: Class 15 contains 22128 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18829 members 
Mstep: Class 19 contains 109945 members 
Mstep: Class 20 contains 2727 members 
Mstep: Class 21 contains 37991 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25210 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 36571 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 109510 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160216.000000 Penalty: 123466.296875
Iteration 474Q: 38 clusters Score -1.041602e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2056 members 
Mstep: Class 3 contains 131871 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 24640 members 
Mstep: Class 14 contains 14970 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18800 members 
Mstep: Class 19 contains 109991 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 21 contains 38141 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 36577 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 109807 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159576.000000 Penalty: 123466.296875
Iteration 475Q: 38 clusters Score -1.041596e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 131909 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42561 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 24047 members 
Mstep: Class 14 contains 14975 members 
Mstep: Class 15 contains 22124 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18775 members 
Mstep: Class 19 contains 110045 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 21 contains 38309 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25230 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 36584 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 110151 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159416.000000 Penalty: 123466.296875
Iteration 476Q: 38 clusters Score -1.041594e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 131955 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 23461 members 
Mstep: Class 14 contains 14983 members 
Mstep: Class 15 contains 22127 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18761 members 
Mstep: Class 19 contains 110075 members 
Mstep: Class 20 contains 2736 members 
Mstep: Class 21 contains 38459 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25234 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36586 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 110512 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159448.000000 Penalty: 123466.296875
Iteration 477Q: 38 clusters Score -1.041594e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 131964 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22901 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 22130 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18728 members 
Mstep: Class 19 contains 110143 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 38622 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25246 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36588 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 110840 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159032.000000 Penalty: 123466.296875
Iteration 478Q: 38 clusters Score -1.04159e+08 nChanged 2134
Entering ConstructFrom: 
Score: -104159032.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -1587850.250000 Penalty: 2290.264160
	Iteration 0F: 2 clusters Score -1587850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1580036.000000 Penalty: 4580.528320
	Iteration 0F: 3 clusters Score -1580036 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1582412.875000 Penalty: 4580.528320
	Iteration 1F: 3 clusters Score -1582413 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1582712.375000 Penalty: 4580.528320
	Iteration 2F: 3 clusters Score -1582712 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1582916.375000 Penalty: 4580.528320
	Iteration 3Q: 3 clusters Score -1582916 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1583070.500000 Penalty: 4580.528320
	Iteration 4Q: 3 clusters Score -1583070 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1583206.250000 Penalty: 4580.528320
	Iteration 5Q: 3 clusters Score -1583206 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1583333.375000 Penalty: 4580.528320
	Iteration 6Q: 3 clusters Score -1583333 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1583453.125000 Penalty: 4580.528320
	Iteration 7Q: 3 clusters Score -1583453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1583556.125000 Penalty: 4580.528320
	Iteration 8Q: 3 clusters Score -1583556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1583681.750000 Penalty: 4580.528320
	Iteration 9Q: 3 clusters Score -1583682 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1583787.625000 Penalty: 4580.528320
	Iteration 10Q: 3 clusters Score -1583788 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1583873.000000 Penalty: 4580.528320
	Iteration 11Q: 3 clusters Score -1583873 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1583980.750000 Penalty: 4580.528320
	Iteration 12Q: 3 clusters Score -1583981 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1584101.375000 Penalty: 4580.528320
	Iteration 13Q: 3 clusters Score -1584101 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1584220.500000 Penalty: 4580.528320
	Iteration 14Q: 3 clusters Score -1584220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1584322.500000 Penalty: 4580.528320
	Iteration 15Q: 3 clusters Score -1584322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1584426.375000 Penalty: 4580.528320
	Iteration 16Q: 3 clusters Score -1584426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1584526.875000 Penalty: 4580.528320
	Iteration 17Q: 3 clusters Score -1584527 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1584617.000000 Penalty: 4580.528320
	Iteration 18Q: 3 clusters Score -1584617 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1584709.500000 Penalty: 4580.528320
	Iteration 19Q: 3 clusters Score -1584710 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1584806.625000 Penalty: 4580.528320
	Iteration 20F: 3 clusters Score -1584807 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1584906.375000 Penalty: 4580.528320
	Iteration 21Q: 3 clusters Score -1584906 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1584993.250000 Penalty: 4580.528320
	Iteration 22Q: 3 clusters Score -1584993 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1585068.750000 Penalty: 4580.528320
	Iteration 23Q: 3 clusters Score -1585069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1585139.125000 Penalty: 4580.528320
	Iteration 24Q: 3 clusters Score -1585139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1585226.750000 Penalty: 4580.528320
	Iteration 25Q: 3 clusters Score -1585227 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1585322.250000 Penalty: 4580.528320
	Iteration 26Q: 3 clusters Score -1585322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1585406.375000 Penalty: 4580.528320
	Iteration 27Q: 3 clusters Score -1585406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1585489.750000 Penalty: 4580.528320
	Iteration 28Q: 3 clusters Score -1585490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1585562.875000 Penalty: 4580.528320
	Iteration 29Q: 3 clusters Score -1585563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1585625.125000 Penalty: 4580.528320
	Iteration 30Q: 3 clusters Score -1585625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1585664.500000 Penalty: 4580.528320
	Iteration 31Q: 3 clusters Score -1585664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1585694.375000 Penalty: 4580.528320
	Iteration 32Q: 3 clusters Score -1585694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1585727.875000 Penalty: 4580.528320
	Iteration 33Q: 3 clusters Score -1585728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1585750.375000 Penalty: 4580.528320
	Iteration 34Q: 3 clusters Score -1585750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1585765.125000 Penalty: 4580.528320
	Iteration 35Q: 3 clusters Score -1585765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1585791.750000 Penalty: 4580.528320
	Iteration 36Q: 3 clusters Score -1585792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1585815.500000 Penalty: 4580.528320
	Iteration 37Q: 3 clusters Score -1585816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1585829.375000 Penalty: 4580.528320
	Iteration 38Q: 3 clusters Score -1585829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1585844.750000 Penalty: 4580.528320
	Iteration 39Q: 3 clusters Score -1585845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1585853.250000 Penalty: 4580.528320
	Iteration 40F: 3 clusters Score -1585853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1585861.625000 Penalty: 4580.528320
	Iteration 41Q: 3 clusters Score -1585862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1585863.250000 Penalty: 4580.528320
	Iteration 42Q: 3 clusters Score -1585863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1585864.375000 Penalty: 4580.528320
	Iteration 43Q: 3 clusters Score -1585864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1585868.750000 Penalty: 4580.528320
	Iteration 44Q: 3 clusters Score -1585869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1585876.500000 Penalty: 4580.528320
	Iteration 45Q: 3 clusters Score -1585876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1585882.625000 Penalty: 4580.528320
	Iteration 46Q: 3 clusters Score -1585883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1585884.625000 Penalty: 4580.528320
	Iteration 47Q: 3 clusters Score -1585885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1585884.125000 Penalty: 4580.528320
	Iteration 48Q: 3 clusters Score -1585884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1585888.375000 Penalty: 4580.528320
	Iteration 49Q: 3 clusters Score -1585888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1585891.875000 Penalty: 4580.528320
	Iteration 50Q: 3 clusters Score -1585892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1585897.125000 Penalty: 4580.528320
	Iteration 51Q: 3 clusters Score -1585897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1585898.000000 Penalty: 4580.528320
	Iteration 52Q: 3 clusters Score -1585898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1585899.875000 Penalty: 4580.528320
	Iteration 53Q: 3 clusters Score -1585900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1585901.125000 Penalty: 4580.528320
	Iteration 54Q: 3 clusters Score -1585901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1585901.750000 Penalty: 4580.528320
	Iteration 55Q: 3 clusters Score -1585902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1585905.750000 Penalty: 4580.528320
	Iteration 56Q: 3 clusters Score -1585906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1585908.625000 Penalty: 4580.528320
	Iteration 57Q: 3 clusters Score -1585909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1585910.375000 Penalty: 4580.528320
	Iteration 58Q: 3 clusters Score -1585910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1585910.750000 Penalty: 4580.528320
	Iteration 59Q: 3 clusters Score -1585911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1585913.000000 Penalty: 4580.528320
	Iteration 60F: 3 clusters Score -1585913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -304983.968750 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -304984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302342.875000 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -302342.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -302830.031250 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -302830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -302942.906250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -302942.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -302997.218750 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -302997.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -303028.781250 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -303028.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -303054.843750 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -303054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303069.968750 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -303070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -303074.312500 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -303074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -303076.937500 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -303076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -303079.062500 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -303079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303081.437500 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -303081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -303083.000000 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -303083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -303083.875000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -303083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -303086.062500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -303086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -303086.062500 Penalty: 3784.227051
	Iteration 14F: 3 clusters Score -303086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (132043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Entering Unmasked Estep 
Score: -20317394.000000 Penalty: 2924.138916
	Iteration 0F: 2 clusters Score -2.031739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -20233316.000000 Penalty: 5848.277832
	Iteration 0F: 3 clusters Score -2.023332e+07 nChanged 62961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -20269952.000000 Penalty: 5848.277832
	Iteration 1F: 3 clusters Score -2.026995e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -20271496.000000 Penalty: 5848.277832
	Iteration 2Q: 3 clusters Score -2.02715e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -20274210.000000 Penalty: 5848.277832
	Iteration 3Q: 3 clusters Score -2.027421e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -20278826.000000 Penalty: 5848.277832
	Iteration 4F: 3 clusters Score -2.027883e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -20285940.000000 Penalty: 5848.277832
	Iteration 5F: 3 clusters Score -2.028594e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -20295360.000000 Penalty: 5848.277832
	Iteration 6F: 3 clusters Score -2.029536e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -20304254.000000 Penalty: 5848.277832
	Iteration 7F: 3 clusters Score -2.030425e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -20310606.000000 Penalty: 5848.277832
	Iteration 8F: 3 clusters Score -2.031061e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115729 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -20314040.000000 Penalty: 5848.277832
	Iteration 9Q: 3 clusters Score -2.031404e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118411 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -20315340.000000 Penalty: 5848.277832
	Iteration 10Q: 3 clusters Score -2.031534e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120531 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -20315800.000000 Penalty: 5848.277832
	Iteration 11Q: 3 clusters Score -2.03158e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -20315818.000000 Penalty: 5848.277832
	Iteration 12Q: 3 clusters Score -2.031582e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -20315822.000000 Penalty: 5848.277832
	Iteration 13Q: 3 clusters Score -2.031582e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -20315752.000000 Penalty: 5848.277832
	Iteration 14Q: 3 clusters Score -2.031575e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125851 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -20315640.000000 Penalty: 5848.277832
	Iteration 15Q: 3 clusters Score -2.031564e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126729 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -20315626.000000 Penalty: 5848.277832
	Iteration 16Q: 3 clusters Score -2.031563e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -20315542.000000 Penalty: 5848.277832
	Iteration 17Q: 3 clusters Score -2.031554e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128088 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -20315550.000000 Penalty: 5848.277832
	Iteration 18Q: 3 clusters Score -2.031555e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20315470.000000 Penalty: 5848.277832
	Iteration 19Q: 3 clusters Score -2.031547e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128999 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -20315462.000000 Penalty: 5848.277832
	Iteration 20F: 3 clusters Score -2.031546e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20315424.000000 Penalty: 5848.277832
	Iteration 21Q: 3 clusters Score -2.031542e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -20315374.000000 Penalty: 5848.277832
	Iteration 22Q: 3 clusters Score -2.031537e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129831 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20315366.000000 Penalty: 5848.277832
	Iteration 23Q: 3 clusters Score -2.031537e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20315356.000000 Penalty: 5848.277832
	Iteration 24Q: 3 clusters Score -2.031536e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130160 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20315320.000000 Penalty: 5848.277832
	Iteration 25Q: 3 clusters Score -2.031532e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20315342.000000 Penalty: 5848.277832
	Iteration 26Q: 3 clusters Score -2.031534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130364 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -20315302.000000 Penalty: 5848.277832
	Iteration 27Q: 3 clusters Score -2.03153e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130449 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20315300.000000 Penalty: 5848.277832
	Iteration 28Q: 3 clusters Score -2.03153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130517 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20315264.000000 Penalty: 5848.277832
	Iteration 29Q: 3 clusters Score -2.031526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20315248.000000 Penalty: 5848.277832
	Iteration 30Q: 3 clusters Score -2.031525e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -20315276.000000 Penalty: 5848.277832
	Iteration 31Q: 3 clusters Score -2.031528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130669 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20315262.000000 Penalty: 5848.277832
	Iteration 32Q: 3 clusters Score -2.031526e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20315242.000000 Penalty: 5848.277832
	Iteration 33Q: 3 clusters Score -2.031524e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20315270.000000 Penalty: 5848.277832
	Iteration 34Q: 3 clusters Score -2.031527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20315288.000000 Penalty: 5848.277832
	Iteration 35Q: 3 clusters Score -2.031529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20315268.000000 Penalty: 5848.277832
	Iteration 36Q: 3 clusters Score -2.031527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20315270.000000 Penalty: 5848.277832
	Iteration 37Q: 3 clusters Score -2.031527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130930 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20315272.000000 Penalty: 5848.277832
	Iteration 38Q: 3 clusters Score -2.031527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130957 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20315292.000000 Penalty: 5848.277832
	Iteration 39Q: 3 clusters Score -2.031529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20315290.000000 Penalty: 5848.277832
	Iteration 40F: 3 clusters Score -2.031529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20315264.000000 Penalty: 5848.277832
	Iteration 41Q: 3 clusters Score -2.031526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20315250.000000 Penalty: 5848.277832
	Iteration 42Q: 3 clusters Score -2.031525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131037 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20315244.000000 Penalty: 5848.277832
	Iteration 43Q: 3 clusters Score -2.031524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20315290.000000 Penalty: 5848.277832
	Iteration 44Q: 3 clusters Score -2.031529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20315280.000000 Penalty: 5848.277832
	Iteration 45Q: 3 clusters Score -2.031528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 46Q: 3 clusters Score -2.031527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131102 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20315286.000000 Penalty: 5848.277832
	Iteration 47Q: 3 clusters Score -2.031529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131119 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20315270.000000 Penalty: 5848.277832
	Iteration 48Q: 3 clusters Score -2.031527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 49Q: 3 clusters Score -2.031527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20315298.000000 Penalty: 5848.277832
	Iteration 50Q: 3 clusters Score -2.03153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -20315296.000000 Penalty: 5848.277832
	Iteration 51Q: 3 clusters Score -2.03153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131194 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20315302.000000 Penalty: 5848.277832
	Iteration 52Q: 3 clusters Score -2.03153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -20315296.000000 Penalty: 5848.277832
	Iteration 53Q: 3 clusters Score -2.03153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131226 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20315288.000000 Penalty: 5848.277832
	Iteration 54Q: 3 clusters Score -2.031529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131239 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 55Q: 3 clusters Score -2.031527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -20315278.000000 Penalty: 5848.277832
	Iteration 56Q: 3 clusters Score -2.031528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20315288.000000 Penalty: 5848.277832
	Iteration 57Q: 3 clusters Score -2.031529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -20315284.000000 Penalty: 5848.277832
	Iteration 58Q: 3 clusters Score -2.031528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -20315284.000000 Penalty: 5848.277832
	Iteration 59Q: 3 clusters Score -2.031528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -20315280.000000 Penalty: 5848.277832
	Iteration 60F: 3 clusters Score -2.031528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20315280.000000 Penalty: 5848.277832
	Iteration 61Q: 3 clusters Score -2.031528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 62Q: 3 clusters Score -2.031527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -20315272.000000 Penalty: 5848.277832
	Iteration 63Q: 3 clusters Score -2.031527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20315276.000000 Penalty: 5848.277832
	Iteration 64Q: 3 clusters Score -2.031528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20315266.000000 Penalty: 5848.277832
	Iteration 65Q: 3 clusters Score -2.031527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20315270.000000 Penalty: 5848.277832
	Iteration 66Q: 3 clusters Score -2.031527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -20315280.000000 Penalty: 5848.277832
	Iteration 67Q: 3 clusters Score -2.031528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131293 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -20315278.000000 Penalty: 5848.277832
	Iteration 68Q: 3 clusters Score -2.031528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20315276.000000 Penalty: 5848.277832
	Iteration 69Q: 3 clusters Score -2.031528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 70Q: 3 clusters Score -2.031527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20315274.000000 Penalty: 5848.277832
	Iteration 71F: 3 clusters Score -2.031527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -18483.496094 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -18483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17542.761719 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -17542.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17790.191406 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -17790.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17882.898438 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -17882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17927.380859 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -17927.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17929.828125 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -17929.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17929.828125 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -17929.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Entering Unmasked Estep 
Score: -6540715.000000 Penalty: 2643.338379
	Iteration 0F: 2 clusters Score -6540715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -6511933.000000 Penalty: 5286.676758
	Iteration 0F: 3 clusters Score -6511933 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6522917.000000 Penalty: 5286.676758
	Iteration 1F: 3 clusters Score -6522917 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6523826.500000 Penalty: 5286.676758
	Iteration 2F: 3 clusters Score -6523826 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -6524882.000000 Penalty: 5286.676758
	Iteration 3F: 3 clusters Score -6524882 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -6526032.500000 Penalty: 5286.676758
	Iteration 4F: 3 clusters Score -6526032 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -6527491.500000 Penalty: 5286.676758
	Iteration 5F: 3 clusters Score -6527492 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -6529145.000000 Penalty: 5286.676758
	Iteration 6F: 3 clusters Score -6529145 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6530836.500000 Penalty: 5286.676758
	Iteration 7F: 3 clusters Score -6530836 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -6532275.500000 Penalty: 5286.676758
	Iteration 8F: 3 clusters Score -6532276 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6533629.500000 Penalty: 5286.676758
	Iteration 9Q: 3 clusters Score -6533630 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -6534817.500000 Penalty: 5286.676758
	Iteration 10Q: 3 clusters Score -6534818 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -6535843.500000 Penalty: 5286.676758
	Iteration 11Q: 3 clusters Score -6535844 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -6536698.000000 Penalty: 5286.676758
	Iteration 12Q: 3 clusters Score -6536698 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -6537317.500000 Penalty: 5286.676758
	Iteration 13Q: 3 clusters Score -6537318 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -6537736.500000 Penalty: 5286.676758
	Iteration 14Q: 3 clusters Score -6537736 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -6538026.500000 Penalty: 5286.676758
	Iteration 15Q: 3 clusters Score -6538026 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6538226.500000 Penalty: 5286.676758
	Iteration 16Q: 3 clusters Score -6538226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -6538342.000000 Penalty: 5286.676758
	Iteration 17Q: 3 clusters Score -6538342 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -6538423.000000 Penalty: 5286.676758
	Iteration 18Q: 3 clusters Score -6538423 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -6538480.500000 Penalty: 5286.676758
	Iteration 19Q: 3 clusters Score -6538480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -6538494.500000 Penalty: 5286.676758
	Iteration 20F: 3 clusters Score -6538494 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -6538524.000000 Penalty: 5286.676758
	Iteration 21Q: 3 clusters Score -6538524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -6538539.000000 Penalty: 5286.676758
	Iteration 22Q: 3 clusters Score -6538539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -6538539.000000 Penalty: 5286.676758
	Iteration 23Q: 3 clusters Score -6538539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -6538547.500000 Penalty: 5286.676758
	Iteration 24Q: 3 clusters Score -6538548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -6538568.500000 Penalty: 5286.676758
	Iteration 25Q: 3 clusters Score -6538568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -6538571.500000 Penalty: 5286.676758
	Iteration 26Q: 3 clusters Score -6538572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6538589.500000 Penalty: 5286.676758
	Iteration 27Q: 3 clusters Score -6538590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -6538581.000000 Penalty: 5286.676758
	Iteration 28Q: 3 clusters Score -6538581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6538584.500000 Penalty: 5286.676758
	Iteration 29Q: 3 clusters Score -6538584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -6538588.000000 Penalty: 5286.676758
	Iteration 30Q: 3 clusters Score -6538588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -6538585.500000 Penalty: 5286.676758
	Iteration 31Q: 3 clusters Score -6538586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -6538585.500000 Penalty: 5286.676758
	Iteration 32Q: 3 clusters Score -6538586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -6538593.500000 Penalty: 5286.676758
	Iteration 33Q: 3 clusters Score -6538594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -6538590.500000 Penalty: 5286.676758
	Iteration 34Q: 3 clusters Score -6538590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -6538604.500000 Penalty: 5286.676758
	Iteration 35Q: 3 clusters Score -6538604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -6538613.500000 Penalty: 5286.676758
	Iteration 36Q: 3 clusters Score -6538614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6538616.500000 Penalty: 5286.676758
	Iteration 37Q: 3 clusters Score -6538616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6538621.500000 Penalty: 5286.676758
	Iteration 38Q: 3 clusters Score -6538622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -6538606.500000 Penalty: 5286.676758
	Iteration 39Q: 3 clusters Score -6538606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -6538618.500000 Penalty: 5286.676758
	Iteration 40F: 3 clusters Score -6538618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -6538627.000000 Penalty: 5286.676758
	Iteration 41Q: 3 clusters Score -6538627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6538624.500000 Penalty: 5286.676758
	Iteration 42Q: 3 clusters Score -6538624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -6538624.000000 Penalty: 5286.676758
	Iteration 43Q: 3 clusters Score -6538624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6538617.000000 Penalty: 5286.676758
	Iteration 44Q: 3 clusters Score -6538617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6538617.500000 Penalty: 5286.676758
	Iteration 45Q: 3 clusters Score -6538618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6538617.500000 Penalty: 5286.676758
	Iteration 46F: 3 clusters Score -6538618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -321261.406250 Penalty: 1918.062134
	Iteration 0F: 2 clusters Score -321261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -318451.000000 Penalty: 3836.124268
	Iteration 0F: 3 clusters Score -318451 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -319062.718750 Penalty: 3836.124268
	Iteration 1F: 3 clusters Score -319062.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -319262.437500 Penalty: 3836.124268
	Iteration 2F: 3 clusters Score -319262.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -319460.375000 Penalty: 3836.124268
	Iteration 3F: 3 clusters Score -319460.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -319647.468750 Penalty: 3836.124268
	Iteration 4F: 3 clusters Score -319647.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -319836.625000 Penalty: 3836.124268
	Iteration 5F: 3 clusters Score -319836.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -319980.750000 Penalty: 3836.124268
	Iteration 6Q: 3 clusters Score -319980.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320093.500000 Penalty: 3836.124268
	Iteration 7Q: 3 clusters Score -320093.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -320160.593750 Penalty: 3836.124268
	Iteration 8Q: 3 clusters Score -320160.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320214.781250 Penalty: 3836.124268
	Iteration 9Q: 3 clusters Score -320214.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320243.125000 Penalty: 3836.124268
	Iteration 10Q: 3 clusters Score -320243.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -320267.343750 Penalty: 3836.124268
	Iteration 11Q: 3 clusters Score -320267.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -320288.906250 Penalty: 3836.124268
	Iteration 12Q: 3 clusters Score -320288.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -320302.406250 Penalty: 3836.124268
	Iteration 13Q: 3 clusters Score -320302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -320312.781250 Penalty: 3836.124268
	Iteration 14Q: 3 clusters Score -320312.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -320322.375000 Penalty: 3836.124268
	Iteration 15Q: 3 clusters Score -320322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320329.187500 Penalty: 3836.124268
	Iteration 16Q: 3 clusters Score -320329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -320334.937500 Penalty: 3836.124268
	Iteration 17Q: 3 clusters Score -320334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -320337.375000 Penalty: 3836.124268
	Iteration 18Q: 3 clusters Score -320337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -320342.968750 Penalty: 3836.124268
	Iteration 19Q: 3 clusters Score -320343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -320346.281250 Penalty: 3836.124268
	Iteration 20F: 3 clusters Score -320346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -320348.593750 Penalty: 3836.124268
	Iteration 21Q: 3 clusters Score -320348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -320351.343750 Penalty: 3836.124268
	Iteration 22Q: 3 clusters Score -320351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -320353.343750 Penalty: 3836.124268
	Iteration 23Q: 3 clusters Score -320353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -320354.500000 Penalty: 3836.124268
	Iteration 24Q: 3 clusters Score -320354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -320355.343750 Penalty: 3836.124268
	Iteration 25Q: 3 clusters Score -320355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -320356.187500 Penalty: 3836.124268
	Iteration 26Q: 3 clusters Score -320356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -320356.187500 Penalty: 3836.124268
	Iteration 27F: 3 clusters Score -320356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1768796.625000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1768797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1759901.625000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1759902 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1762669.375000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1762669 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1763175.000000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1763175 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1763689.750000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1763690 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1764221.250000 Penalty: 4646.668945
	Iteration 4F: 3 clusters Score -1764221 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1764875.375000 Penalty: 4646.668945
	Iteration 5F: 3 clusters Score -1764875 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1765498.125000 Penalty: 4646.668945
	Iteration 6F: 3 clusters Score -1765498 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1765953.875000 Penalty: 4646.668945
	Iteration 7Q: 3 clusters Score -1765954 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1766259.125000 Penalty: 4646.668945
	Iteration 8Q: 3 clusters Score -1766259 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1766475.375000 Penalty: 4646.668945
	Iteration 9Q: 3 clusters Score -1766475 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1766615.375000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1766615 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1766710.750000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1766711 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1766781.125000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1766781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1766826.125000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1766826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1766866.625000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1766867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1766897.875000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1766898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1766927.375000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1766927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1766956.500000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1766956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1766981.375000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1766981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1766995.250000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1766995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1766997.750000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1766998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1767000.750000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1767001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1767001.875000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1767002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1767007.250000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1767007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1767011.625000 Penalty: 4646.668945
	Iteration 24Q: 3 clusters Score -1767012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1767017.875000 Penalty: 4646.668945
	Iteration 25Q: 3 clusters Score -1767018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1767020.625000 Penalty: 4646.668945
	Iteration 26Q: 3 clusters Score -1767021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1767024.250000 Penalty: 4646.668945
	Iteration 27Q: 3 clusters Score -1767024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1767026.750000 Penalty: 4646.668945
	Iteration 28Q: 3 clusters Score -1767027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1767028.625000 Penalty: 4646.668945
	Iteration 29Q: 3 clusters Score -1767029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1767028.750000 Penalty: 4646.668945
	Iteration 30Q: 3 clusters Score -1767029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1767033.625000 Penalty: 4646.668945
	Iteration 31Q: 3 clusters Score -1767034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1767033.625000 Penalty: 4646.668945
	Iteration 32F: 3 clusters Score -1767034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -719443.625000 Penalty: 2107.152344
	Iteration 0F: 2 clusters Score -719443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -714975.500000 Penalty: 4214.304688
	Iteration 0F: 3 clusters Score -714975.5 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -716230.000000 Penalty: 4214.304688
	Iteration 1F: 3 clusters Score -716230 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -716675.062500 Penalty: 4214.304688
	Iteration 2F: 3 clusters Score -716675.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -717071.375000 Penalty: 4214.304688
	Iteration 3F: 3 clusters Score -717071.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -717372.687500 Penalty: 4214.304688
	Iteration 4F: 3 clusters Score -717372.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -717590.437500 Penalty: 4214.304688
	Iteration 5F: 3 clusters Score -717590.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -717726.750000 Penalty: 4214.304688
	Iteration 6Q: 3 clusters Score -717726.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -717806.250000 Penalty: 4214.304688
	Iteration 7Q: 3 clusters Score -717806.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -717869.750000 Penalty: 4214.304688
	Iteration 8Q: 3 clusters Score -717869.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -717915.750000 Penalty: 4214.304688
	Iteration 9Q: 3 clusters Score -717915.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -717943.062500 Penalty: 4214.304688
	Iteration 10Q: 3 clusters Score -717943.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -717960.875000 Penalty: 4214.304688
	Iteration 11Q: 3 clusters Score -717960.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -717975.437500 Penalty: 4214.304688
	Iteration 12Q: 3 clusters Score -717975.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -717986.125000 Penalty: 4214.304688
	Iteration 13Q: 3 clusters Score -717986.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -717990.812500 Penalty: 4214.304688
	Iteration 14Q: 3 clusters Score -717990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -717996.375000 Penalty: 4214.304688
	Iteration 15Q: 3 clusters Score -717996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -718001.750000 Penalty: 4214.304688
	Iteration 16Q: 3 clusters Score -718001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -718006.375000 Penalty: 4214.304688
	Iteration 17Q: 3 clusters Score -718006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -718010.625000 Penalty: 4214.304688
	Iteration 18Q: 3 clusters Score -718010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -718014.750000 Penalty: 4214.304688
	Iteration 19Q: 3 clusters Score -718014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -718020.000000 Penalty: 4214.304688
	Iteration 20F: 3 clusters Score -718020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -718026.625000 Penalty: 4214.304688
	Iteration 21Q: 3 clusters Score -718026.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -718031.687500 Penalty: 4214.304688
	Iteration 22Q: 3 clusters Score -718031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -718035.750000 Penalty: 4214.304688
	Iteration 23Q: 3 clusters Score -718035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -718038.750000 Penalty: 4214.304688
	Iteration 24Q: 3 clusters Score -718038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -718047.750000 Penalty: 4214.304688
	Iteration 25Q: 3 clusters Score -718047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -718054.250000 Penalty: 4214.304688
	Iteration 26Q: 3 clusters Score -718054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -718062.437500 Penalty: 4214.304688
	Iteration 27Q: 3 clusters Score -718062.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -718069.375000 Penalty: 4214.304688
	Iteration 28Q: 3 clusters Score -718069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -718076.250000 Penalty: 4214.304688
	Iteration 29Q: 3 clusters Score -718076.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -718086.250000 Penalty: 4214.304688
	Iteration 30Q: 3 clusters Score -718086.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -718100.687500 Penalty: 4214.304688
	Iteration 31Q: 3 clusters Score -718100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -718114.375000 Penalty: 4214.304688
	Iteration 32Q: 3 clusters Score -718114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -718129.375000 Penalty: 4214.304688
	Iteration 33Q: 3 clusters Score -718129.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -718148.812500 Penalty: 4214.304688
	Iteration 34Q: 3 clusters Score -718148.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -718167.125000 Penalty: 4214.304688
	Iteration 35Q: 3 clusters Score -718167.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -718182.562500 Penalty: 4214.304688
	Iteration 36Q: 3 clusters Score -718182.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -718192.937500 Penalty: 4214.304688
	Iteration 37Q: 3 clusters Score -718192.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -718201.000000 Penalty: 4214.304688
	Iteration 38Q: 3 clusters Score -718201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -718210.062500 Penalty: 4214.304688
	Iteration 39Q: 3 clusters Score -718210.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -718222.062500 Penalty: 4214.304688
	Iteration 40F: 3 clusters Score -718222.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -718230.125000 Penalty: 4214.304688
	Iteration 41Q: 3 clusters Score -718230.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -718240.937500 Penalty: 4214.304688
	Iteration 42Q: 3 clusters Score -718240.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -718258.125000 Penalty: 4214.304688
	Iteration 43Q: 3 clusters Score -718258.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -718284.687500 Penalty: 4214.304688
	Iteration 44Q: 3 clusters Score -718284.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -718333.687500 Penalty: 4214.304688
	Iteration 45Q: 3 clusters Score -718333.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -718438.625000 Penalty: 4214.304688
	Iteration 46Q: 3 clusters Score -718438.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -718611.562500 Penalty: 4214.304688
	Iteration 47Q: 3 clusters Score -718611.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -718780.000000 Penalty: 4214.304688
	Iteration 48Q: 3 clusters Score -718780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -718875.937500 Penalty: 4214.304688
	Iteration 49Q: 3 clusters Score -718875.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -718913.125000 Penalty: 4214.304688
	Iteration 50Q: 3 clusters Score -718913.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -718929.687500 Penalty: 4214.304688
	Iteration 51Q: 3 clusters Score -718929.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -718942.875000 Penalty: 4214.304688
	Iteration 52Q: 3 clusters Score -718942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -718948.625000 Penalty: 4214.304688
	Iteration 53Q: 3 clusters Score -718948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -718953.062500 Penalty: 4214.304688
	Iteration 54Q: 3 clusters Score -718953.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -718955.937500 Penalty: 4214.304688
	Iteration 55Q: 3 clusters Score -718955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -718958.937500 Penalty: 4214.304688
	Iteration 56Q: 3 clusters Score -718958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -718958.125000 Penalty: 4214.304688
	Iteration 57Q: 3 clusters Score -718958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -718959.375000 Penalty: 4214.304688
	Iteration 58Q: 3 clusters Score -718959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -718961.250000 Penalty: 4214.304688
	Iteration 59Q: 3 clusters Score -718961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -718962.625000 Penalty: 4214.304688
	Iteration 60F: 3 clusters Score -718962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -563264.750000 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -563264.8 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 1851 members 
Entering Unmasked Estep 
Score: -559596.812500 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -559596.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -560334.312500 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -560334.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -560509.812500 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -560509.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -560577.500000 Penalty: 4069.110352
	Iteration 3Q: 3 clusters Score -560577.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -560619.375000 Penalty: 4069.110352
	Iteration 4Q: 3 clusters Score -560619.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -560656.500000 Penalty: 4069.110352
	Iteration 5Q: 3 clusters Score -560656.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -560693.937500 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -560693.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -560726.875000 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -560726.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -560755.687500 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -560755.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -560775.250000 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -560775.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -560791.562500 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -560791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -560801.937500 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -560801.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -560815.312500 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -560815.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -560827.812500 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -560827.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -560840.125000 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -560840.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -560852.000000 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -560852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -560863.187500 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -560863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -560873.250000 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -560873.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -560884.625000 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -560884.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -560893.000000 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -560893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -560899.750000 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -560899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -560904.937500 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -560904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -560912.187500 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -560912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -560918.500000 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -560918.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -560924.500000 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -560924.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560929.937500 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -560929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -560938.000000 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -560938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -560942.812500 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -560942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -560948.750000 Penalty: 4069.110352
	Iteration 28Q: 3 clusters Score -560948.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -560950.937500 Penalty: 4069.110352
	Iteration 29Q: 3 clusters Score -560950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -560955.187500 Penalty: 4069.110352
	Iteration 30Q: 3 clusters Score -560955.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -560960.562500 Penalty: 4069.110352
	Iteration 31Q: 3 clusters Score -560960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -560963.500000 Penalty: 4069.110352
	Iteration 32Q: 3 clusters Score -560963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -560967.500000 Penalty: 4069.110352
	Iteration 33Q: 3 clusters Score -560967.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -560972.625000 Penalty: 4069.110352
	Iteration 34Q: 3 clusters Score -560972.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -560980.937500 Penalty: 4069.110352
	Iteration 35Q: 3 clusters Score -560980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -560986.875000 Penalty: 4069.110352
	Iteration 36Q: 3 clusters Score -560986.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -560992.500000 Penalty: 4069.110352
	Iteration 37Q: 3 clusters Score -560992.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -560998.500000 Penalty: 4069.110352
	Iteration 38Q: 3 clusters Score -560998.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -561005.500000 Penalty: 4069.110352
	Iteration 39Q: 3 clusters Score -561005.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -561016.187500 Penalty: 4069.110352
	Iteration 40F: 3 clusters Score -561016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -561022.187500 Penalty: 4069.110352
	Iteration 41Q: 3 clusters Score -561022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -561030.437500 Penalty: 4069.110352
	Iteration 42Q: 3 clusters Score -561030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -561038.000000 Penalty: 4069.110352
	Iteration 43Q: 3 clusters Score -561038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -561045.875000 Penalty: 4069.110352
	Iteration 44Q: 3 clusters Score -561045.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -561054.250000 Penalty: 4069.110352
	Iteration 45Q: 3 clusters Score -561054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -561062.500000 Penalty: 4069.110352
	Iteration 46Q: 3 clusters Score -561062.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -561073.437500 Penalty: 4069.110352
	Iteration 47Q: 3 clusters Score -561073.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -561083.937500 Penalty: 4069.110352
	Iteration 48Q: 3 clusters Score -561083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -561097.750000 Penalty: 4069.110352
	Iteration 49Q: 3 clusters Score -561097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -561105.812500 Penalty: 4069.110352
	Iteration 50Q: 3 clusters Score -561105.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -561114.750000 Penalty: 4069.110352
	Iteration 51Q: 3 clusters Score -561114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -561124.187500 Penalty: 4069.110352
	Iteration 52Q: 3 clusters Score -561124.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -561134.937500 Penalty: 4069.110352
	Iteration 53Q: 3 clusters Score -561134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -561141.125000 Penalty: 4069.110352
	Iteration 54Q: 3 clusters Score -561141.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -561144.312500 Penalty: 4069.110352
	Iteration 55Q: 3 clusters Score -561144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -561150.250000 Penalty: 4069.110352
	Iteration 56Q: 3 clusters Score -561150.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -561157.375000 Penalty: 4069.110352
	Iteration 57Q: 3 clusters Score -561157.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -561168.375000 Penalty: 4069.110352
	Iteration 58Q: 3 clusters Score -561168.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -561184.437500 Penalty: 4069.110352
	Iteration 59Q: 3 clusters Score -561184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -561203.437500 Penalty: 4069.110352
	Iteration 60F: 3 clusters Score -561203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -561217.562500 Penalty: 4069.110352
	Iteration 61Q: 3 clusters Score -561217.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -561233.750000 Penalty: 4069.110352
	Iteration 62Q: 3 clusters Score -561233.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -561247.250000 Penalty: 4069.110352
	Iteration 63Q: 3 clusters Score -561247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -561255.687500 Penalty: 4069.110352
	Iteration 64Q: 3 clusters Score -561255.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -561264.250000 Penalty: 4069.110352
	Iteration 65Q: 3 clusters Score -561264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -561273.062500 Penalty: 4069.110352
	Iteration 66Q: 3 clusters Score -561273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -561286.437500 Penalty: 4069.110352
	Iteration 67Q: 3 clusters Score -561286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -561297.812500 Penalty: 4069.110352
	Iteration 68Q: 3 clusters Score -561297.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -561311.875000 Penalty: 4069.110352
	Iteration 69Q: 3 clusters Score -561311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -561321.875000 Penalty: 4069.110352
	Iteration 70Q: 3 clusters Score -561321.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -561325.500000 Penalty: 4069.110352
	Iteration 71Q: 3 clusters Score -561325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -561329.812500 Penalty: 4069.110352
	Iteration 72Q: 3 clusters Score -561329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -561334.312500 Penalty: 4069.110352
	Iteration 73Q: 3 clusters Score -561334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -561341.125000 Penalty: 4069.110352
	Iteration 74Q: 3 clusters Score -561341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -561346.062500 Penalty: 4069.110352
	Iteration 75Q: 3 clusters Score -561346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -561352.437500 Penalty: 4069.110352
	Iteration 76Q: 3 clusters Score -561352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -561357.500000 Penalty: 4069.110352
	Iteration 77Q: 3 clusters Score -561357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -561361.500000 Penalty: 4069.110352
	Iteration 78Q: 3 clusters Score -561361.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -561367.750000 Penalty: 4069.110352
	Iteration 79Q: 3 clusters Score -561367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -561374.000000 Penalty: 4069.110352
	Iteration 80F: 3 clusters Score -561374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -561377.187500 Penalty: 4069.110352
	Iteration 81Q: 3 clusters Score -561377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -561380.187500 Penalty: 4069.110352
	Iteration 82Q: 3 clusters Score -561380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -561380.187500 Penalty: 4069.110352
	Iteration 83F: 3 clusters Score -561380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -366128.468750 Penalty: 1930.032715
	Iteration 0F: 2 clusters Score -366128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -363238.312500 Penalty: 3860.065430
	Iteration 0F: 3 clusters Score -363238.3 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -363792.843750 Penalty: 3860.065430
	Iteration 1F: 3 clusters Score -363792.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -363952.468750 Penalty: 3860.065430
	Iteration 2F: 3 clusters Score -363952.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -364070.031250 Penalty: 3860.065430
	Iteration 3Q: 3 clusters Score -364070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -364184.875000 Penalty: 3860.065430
	Iteration 4Q: 3 clusters Score -364184.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364358.406250 Penalty: 3860.065430
	Iteration 5Q: 3 clusters Score -364358.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -364540.187500 Penalty: 3860.065430
	Iteration 6Q: 3 clusters Score -364540.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364693.312500 Penalty: 3860.065430
	Iteration 7Q: 3 clusters Score -364693.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -364815.937500 Penalty: 3860.065430
	Iteration 8Q: 3 clusters Score -364815.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -364908.687500 Penalty: 3860.065430
	Iteration 9Q: 3 clusters Score -364908.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -364989.562500 Penalty: 3860.065430
	Iteration 10Q: 3 clusters Score -364989.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -365048.468750 Penalty: 3860.065430
	Iteration 11Q: 3 clusters Score -365048.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -365089.812500 Penalty: 3860.065430
	Iteration 12Q: 3 clusters Score -365089.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -365133.093750 Penalty: 3860.065430
	Iteration 13Q: 3 clusters Score -365133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -365166.250000 Penalty: 3860.065430
	Iteration 14Q: 3 clusters Score -365166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -365203.781250 Penalty: 3860.065430
	Iteration 15Q: 3 clusters Score -365203.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -365239.687500 Penalty: 3860.065430
	Iteration 16Q: 3 clusters Score -365239.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -365263.218750 Penalty: 3860.065430
	Iteration 17Q: 3 clusters Score -365263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -365284.562500 Penalty: 3860.065430
	Iteration 18Q: 3 clusters Score -365284.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -365298.687500 Penalty: 3860.065430
	Iteration 19Q: 3 clusters Score -365298.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -365309.218750 Penalty: 3860.065430
	Iteration 20F: 3 clusters Score -365309.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -365321.406250 Penalty: 3860.065430
	Iteration 21Q: 3 clusters Score -365321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -365331.437500 Penalty: 3860.065430
	Iteration 22Q: 3 clusters Score -365331.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -365344.531250 Penalty: 3860.065430
	Iteration 23Q: 3 clusters Score -365344.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -365360.031250 Penalty: 3860.065430
	Iteration 24Q: 3 clusters Score -365360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -365380.687500 Penalty: 3860.065430
	Iteration 25Q: 3 clusters Score -365380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -365398.437500 Penalty: 3860.065430
	Iteration 26Q: 3 clusters Score -365398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -365408.718750 Penalty: 3860.065430
	Iteration 27Q: 3 clusters Score -365408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365417.187500 Penalty: 3860.065430
	Iteration 28Q: 3 clusters Score -365417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -365422.156250 Penalty: 3860.065430
	Iteration 29Q: 3 clusters Score -365422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -365424.500000 Penalty: 3860.065430
	Iteration 30Q: 3 clusters Score -365424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365425.093750 Penalty: 3860.065430
	Iteration 31Q: 3 clusters Score -365425.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -365426.406250 Penalty: 3860.065430
	Iteration 32Q: 3 clusters Score -365426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -365428.218750 Penalty: 3860.065430
	Iteration 33Q: 3 clusters Score -365428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -365431.843750 Penalty: 3860.065430
	Iteration 34Q: 3 clusters Score -365431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -365437.812500 Penalty: 3860.065430
	Iteration 35Q: 3 clusters Score -365437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -365446.125000 Penalty: 3860.065430
	Iteration 36Q: 3 clusters Score -365446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -365451.843750 Penalty: 3860.065430
	Iteration 37Q: 3 clusters Score -365451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -365453.968750 Penalty: 3860.065430
	Iteration 38Q: 3 clusters Score -365454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -365454.500000 Penalty: 3860.065430
	Iteration 39Q: 3 clusters Score -365454.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -365454.500000 Penalty: 3860.065430
	Iteration 40F: 3 clusters Score -365454.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Entering Unmasked Estep 
Score: -615488.937500 Penalty: 2071.900879
	Iteration 0F: 2 clusters Score -615488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -611440.187500 Penalty: 4143.801758
	Iteration 0F: 3 clusters Score -611440.2 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -612333.562500 Penalty: 4143.801758
	Iteration 1F: 3 clusters Score -612333.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -612561.375000 Penalty: 4143.801758
	Iteration 2F: 3 clusters Score -612561.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -612692.312500 Penalty: 4143.801758
	Iteration 3F: 3 clusters Score -612692.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -612772.375000 Penalty: 4143.801758
	Iteration 4Q: 3 clusters Score -612772.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -612832.562500 Penalty: 4143.801758
	Iteration 5Q: 3 clusters Score -612832.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -612887.937500 Penalty: 4143.801758
	Iteration 6Q: 3 clusters Score -612887.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -612943.375000 Penalty: 4143.801758
	Iteration 7Q: 3 clusters Score -612943.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -612981.750000 Penalty: 4143.801758
	Iteration 8Q: 3 clusters Score -612981.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -613011.750000 Penalty: 4143.801758
	Iteration 9Q: 3 clusters Score -613011.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -613033.500000 Penalty: 4143.801758
	Iteration 10Q: 3 clusters Score -613033.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -613057.687500 Penalty: 4143.801758
	Iteration 11Q: 3 clusters Score -613057.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -613070.562500 Penalty: 4143.801758
	Iteration 12Q: 3 clusters Score -613070.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -613082.875000 Penalty: 4143.801758
	Iteration 13Q: 3 clusters Score -613082.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -613091.875000 Penalty: 4143.801758
	Iteration 14Q: 3 clusters Score -613091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -613108.937500 Penalty: 4143.801758
	Iteration 15Q: 3 clusters Score -613108.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -613126.562500 Penalty: 4143.801758
	Iteration 16Q: 3 clusters Score -613126.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -613143.562500 Penalty: 4143.801758
	Iteration 17Q: 3 clusters Score -613143.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -613157.000000 Penalty: 4143.801758
	Iteration 18Q: 3 clusters Score -613157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -613173.062500 Penalty: 4143.801758
	Iteration 19Q: 3 clusters Score -613173.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -613187.125000 Penalty: 4143.801758
	Iteration 20F: 3 clusters Score -613187.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -613198.625000 Penalty: 4143.801758
	Iteration 21Q: 3 clusters Score -613198.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -613217.312500 Penalty: 4143.801758
	Iteration 22Q: 3 clusters Score -613217.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -613236.062500 Penalty: 4143.801758
	Iteration 23Q: 3 clusters Score -613236.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -613261.500000 Penalty: 4143.801758
	Iteration 24Q: 3 clusters Score -613261.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -613280.875000 Penalty: 4143.801758
	Iteration 25Q: 3 clusters Score -613280.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -613303.625000 Penalty: 4143.801758
	Iteration 26Q: 3 clusters Score -613303.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -613331.437500 Penalty: 4143.801758
	Iteration 27Q: 3 clusters Score -613331.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -613371.437500 Penalty: 4143.801758
	Iteration 28Q: 3 clusters Score -613371.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -613409.562500 Penalty: 4143.801758
	Iteration 29Q: 3 clusters Score -613409.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -613446.750000 Penalty: 4143.801758
	Iteration 30Q: 3 clusters Score -613446.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -613491.187500 Penalty: 4143.801758
	Iteration 31Q: 3 clusters Score -613491.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -613544.187500 Penalty: 4143.801758
	Iteration 32Q: 3 clusters Score -613544.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -613604.625000 Penalty: 4143.801758
	Iteration 33Q: 3 clusters Score -613604.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -613668.125000 Penalty: 4143.801758
	Iteration 34Q: 3 clusters Score -613668.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -613745.750000 Penalty: 4143.801758
	Iteration 35Q: 3 clusters Score -613745.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -613810.062500 Penalty: 4143.801758
	Iteration 36Q: 3 clusters Score -613810.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -613876.437500 Penalty: 4143.801758
	Iteration 37Q: 3 clusters Score -613876.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -613933.000000 Penalty: 4143.801758
	Iteration 38Q: 3 clusters Score -613933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -613963.437500 Penalty: 4143.801758
	Iteration 39Q: 3 clusters Score -613963.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -613994.750000 Penalty: 4143.801758
	Iteration 40F: 3 clusters Score -613994.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -614032.187500 Penalty: 4143.801758
	Iteration 41Q: 3 clusters Score -614032.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -614063.562500 Penalty: 4143.801758
	Iteration 42Q: 3 clusters Score -614063.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -614083.375000 Penalty: 4143.801758
	Iteration 43Q: 3 clusters Score -614083.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -614097.187500 Penalty: 4143.801758
	Iteration 44Q: 3 clusters Score -614097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -614116.312500 Penalty: 4143.801758
	Iteration 45Q: 3 clusters Score -614116.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -614134.187500 Penalty: 4143.801758
	Iteration 46Q: 3 clusters Score -614134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -614142.875000 Penalty: 4143.801758
	Iteration 47Q: 3 clusters Score -614142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -614158.187500 Penalty: 4143.801758
	Iteration 48Q: 3 clusters Score -614158.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -614178.062500 Penalty: 4143.801758
	Iteration 49Q: 3 clusters Score -614178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -614191.625000 Penalty: 4143.801758
	Iteration 50Q: 3 clusters Score -614191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -614197.125000 Penalty: 4143.801758
	Iteration 51Q: 3 clusters Score -614197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -614200.937500 Penalty: 4143.801758
	Iteration 52Q: 3 clusters Score -614200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -614203.500000 Penalty: 4143.801758
	Iteration 53Q: 3 clusters Score -614203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -614203.937500 Penalty: 4143.801758
	Iteration 54Q: 3 clusters Score -614203.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -614205.000000 Penalty: 4143.801758
	Iteration 55Q: 3 clusters Score -614205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -614205.000000 Penalty: 4143.801758
	Iteration 56F: 3 clusters Score -614205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -93694.453125 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -93694.45 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 418 members 
Entering Unmasked Estep 
Score: -92133.617188 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -92133.62 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92509.640625 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -92509.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -92709.312500 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -92709.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -92936.398438 Penalty: 3333.827148
	Iteration 3F: 3 clusters Score -92936.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -93310.953125 Penalty: 3333.827148
	Iteration 4F: 3 clusters Score -93310.95 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93682.421875 Penalty: 3333.827148
	Iteration 5F: 3 clusters Score -93682.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -93794.460938 Penalty: 3333.827148
	Iteration 6F: 3 clusters Score -93794.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -93887.593750 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -93887.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93935.054688 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -93935.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -93988.476562 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -93988.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94018.578125 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -94018.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -94018.578125 Penalty: 3333.827148
	Iteration 11F: 3 clusters Score -94018.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 136 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 110163 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 694 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104157280.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104159032.000000 to -104157280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (22401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Entering Unmasked Estep 
Score: -3473024.250000 Penalty: 2484.181641
	Iteration 0F: 2 clusters Score -3473024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3457513.250000 Penalty: 4968.363281
	Iteration 0F: 3 clusters Score -3457513 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3462635.000000 Penalty: 4968.363281
	Iteration 1F: 3 clusters Score -3462635 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3463043.750000 Penalty: 4968.363281
	Iteration 2F: 3 clusters Score -3463044 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3463352.500000 Penalty: 4968.363281
	Iteration 3Q: 3 clusters Score -3463352 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3463596.500000 Penalty: 4968.363281
	Iteration 4Q: 3 clusters Score -3463596 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3463864.750000 Penalty: 4968.363281
	Iteration 5Q: 3 clusters Score -3463865 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3464090.250000 Penalty: 4968.363281
	Iteration 6Q: 3 clusters Score -3464090 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3464337.750000 Penalty: 4968.363281
	Iteration 7Q: 3 clusters Score -3464338 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3464566.000000 Penalty: 4968.363281
	Iteration 8Q: 3 clusters Score -3464566 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3464810.000000 Penalty: 4968.363281
	Iteration 9Q: 3 clusters Score -3464810 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3465050.500000 Penalty: 4968.363281
	Iteration 10Q: 3 clusters Score -3465050 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3465295.500000 Penalty: 4968.363281
	Iteration 11Q: 3 clusters Score -3465296 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3465579.750000 Penalty: 4968.363281
	Iteration 12Q: 3 clusters Score -3465580 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3465930.250000 Penalty: 4968.363281
	Iteration 13Q: 3 clusters Score -3465930 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3466331.000000 Penalty: 4968.363281
	Iteration 14Q: 3 clusters Score -3466331 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3466776.500000 Penalty: 4968.363281
	Iteration 15Q: 3 clusters Score -3466776 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3467152.500000 Penalty: 4968.363281
	Iteration 16Q: 3 clusters Score -3467152 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3467449.750000 Penalty: 4968.363281
	Iteration 17Q: 3 clusters Score -3467450 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3467683.250000 Penalty: 4968.363281
	Iteration 18Q: 3 clusters Score -3467683 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3467864.500000 Penalty: 4968.363281
	Iteration 19Q: 3 clusters Score -3467864 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3468019.500000 Penalty: 4968.363281
	Iteration 20F: 3 clusters Score -3468020 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3468148.250000 Penalty: 4968.363281
	Iteration 21Q: 3 clusters Score -3468148 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3468250.750000 Penalty: 4968.363281
	Iteration 22Q: 3 clusters Score -3468251 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3468348.500000 Penalty: 4968.363281
	Iteration 23Q: 3 clusters Score -3468348 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3468430.250000 Penalty: 4968.363281
	Iteration 24Q: 3 clusters Score -3468430 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3468525.750000 Penalty: 4968.363281
	Iteration 25Q: 3 clusters Score -3468526 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3468647.250000 Penalty: 4968.363281
	Iteration 26Q: 3 clusters Score -3468647 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3468789.500000 Penalty: 4968.363281
	Iteration 27Q: 3 clusters Score -3468790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3468943.000000 Penalty: 4968.363281
	Iteration 28Q: 3 clusters Score -3468943 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3469095.750000 Penalty: 4968.363281
	Iteration 29Q: 3 clusters Score -3469096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3469242.500000 Penalty: 4968.363281
	Iteration 30Q: 3 clusters Score -3469242 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3469372.000000 Penalty: 4968.363281
	Iteration 31Q: 3 clusters Score -3469372 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3469495.500000 Penalty: 4968.363281
	Iteration 32Q: 3 clusters Score -3469496 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3469645.750000 Penalty: 4968.363281
	Iteration 33Q: 3 clusters Score -3469646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3469771.250000 Penalty: 4968.363281
	Iteration 34Q: 3 clusters Score -3469771 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3469927.500000 Penalty: 4968.363281
	Iteration 35Q: 3 clusters Score -3469928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3470030.500000 Penalty: 4968.363281
	Iteration 36Q: 3 clusters Score -3470030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3470116.250000 Penalty: 4968.363281
	Iteration 37Q: 3 clusters Score -3470116 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3470230.500000 Penalty: 4968.363281
	Iteration 38Q: 3 clusters Score -3470230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3470344.000000 Penalty: 4968.363281
	Iteration 39Q: 3 clusters Score -3470344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3470433.500000 Penalty: 4968.363281
	Iteration 40F: 3 clusters Score -3470434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3470513.250000 Penalty: 4968.363281
	Iteration 41Q: 3 clusters Score -3470513 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3470577.500000 Penalty: 4968.363281
	Iteration 42Q: 3 clusters Score -3470578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3470632.500000 Penalty: 4968.363281
	Iteration 43Q: 3 clusters Score -3470632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3470682.250000 Penalty: 4968.363281
	Iteration 44Q: 3 clusters Score -3470682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3470716.250000 Penalty: 4968.363281
	Iteration 45Q: 3 clusters Score -3470716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3470748.750000 Penalty: 4968.363281
	Iteration 46Q: 3 clusters Score -3470749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3470761.500000 Penalty: 4968.363281
	Iteration 47Q: 3 clusters Score -3470762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3470792.250000 Penalty: 4968.363281
	Iteration 48Q: 3 clusters Score -3470792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3470818.000000 Penalty: 4968.363281
	Iteration 49Q: 3 clusters Score -3470818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3470836.500000 Penalty: 4968.363281
	Iteration 50Q: 3 clusters Score -3470836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3470853.250000 Penalty: 4968.363281
	Iteration 51Q: 3 clusters Score -3470853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3470863.750000 Penalty: 4968.363281
	Iteration 52Q: 3 clusters Score -3470864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3470877.500000 Penalty: 4968.363281
	Iteration 53Q: 3 clusters Score -3470878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3470884.000000 Penalty: 4968.363281
	Iteration 54Q: 3 clusters Score -3470884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3470882.750000 Penalty: 4968.363281
	Iteration 55Q: 3 clusters Score -3470883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3470883.750000 Penalty: 4968.363281
	Iteration 56Q: 3 clusters Score -3470884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3470884.250000 Penalty: 4968.363281
	Iteration 57Q: 3 clusters Score -3470884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3470891.500000 Penalty: 4968.363281
	Iteration 58Q: 3 clusters Score -3470892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3470896.000000 Penalty: 4968.363281
	Iteration 59Q: 3 clusters Score -3470896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3470900.500000 Penalty: 4968.363281
	Iteration 60F: 3 clusters Score -3470900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3470908.250000 Penalty: 4968.363281
	Iteration 61Q: 3 clusters Score -3470908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3470912.250000 Penalty: 4968.363281
	Iteration 62Q: 3 clusters Score -3470912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3470916.000000 Penalty: 4968.363281
	Iteration 63Q: 3 clusters Score -3470916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3470927.500000 Penalty: 4968.363281
	Iteration 64Q: 3 clusters Score -3470928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3470930.250000 Penalty: 4968.363281
	Iteration 65Q: 3 clusters Score -3470930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3470933.750000 Penalty: 4968.363281
	Iteration 66Q: 3 clusters Score -3470934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3470938.250000 Penalty: 4968.363281
	Iteration 67Q: 3 clusters Score -3470938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3470942.500000 Penalty: 4968.363281
	Iteration 68Q: 3 clusters Score -3470942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3470941.750000 Penalty: 4968.363281
	Iteration 69Q: 3 clusters Score -3470942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3470942.000000 Penalty: 4968.363281
	Iteration 70Q: 3 clusters Score -3470942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3470944.000000 Penalty: 4968.363281
	Iteration 71Q: 3 clusters Score -3470944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3470946.500000 Penalty: 4968.363281
	Iteration 72Q: 3 clusters Score -3470946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3470949.500000 Penalty: 4968.363281
	Iteration 73Q: 3 clusters Score -3470950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3470952.000000 Penalty: 4968.363281
	Iteration 74Q: 3 clusters Score -3470952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3470947.750000 Penalty: 4968.363281
	Iteration 75Q: 3 clusters Score -3470948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3470947.750000 Penalty: 4968.363281
	Iteration 76F: 3 clusters Score -3470948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -2277490.750000 Penalty: 2384.719727
	Iteration 0F: 2 clusters Score -2277491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2266673.250000 Penalty: 4769.439453
	Iteration 0F: 3 clusters Score -2266673 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2270306.750000 Penalty: 4769.439453
	Iteration 1F: 3 clusters Score -2270307 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2270996.750000 Penalty: 4769.439453
	Iteration 2F: 3 clusters Score -2270997 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -2271842.750000 Penalty: 4769.439453
	Iteration 3F: 3 clusters Score -2271843 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2272735.750000 Penalty: 4769.439453
	Iteration 4F: 3 clusters Score -2272736 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2273627.750000 Penalty: 4769.439453
	Iteration 5F: 3 clusters Score -2273628 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2274561.750000 Penalty: 4769.439453
	Iteration 6F: 3 clusters Score -2274562 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2275358.250000 Penalty: 4769.439453
	Iteration 7F: 3 clusters Score -2275358 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2275919.500000 Penalty: 4769.439453
	Iteration 8Q: 3 clusters Score -2275920 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2276266.000000 Penalty: 4769.439453
	Iteration 9Q: 3 clusters Score -2276266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2276453.500000 Penalty: 4769.439453
	Iteration 10Q: 3 clusters Score -2276454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2276537.250000 Penalty: 4769.439453
	Iteration 11Q: 3 clusters Score -2276537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2276580.750000 Penalty: 4769.439453
	Iteration 12Q: 3 clusters Score -2276581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2276598.250000 Penalty: 4769.439453
	Iteration 13Q: 3 clusters Score -2276598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2276616.250000 Penalty: 4769.439453
	Iteration 14Q: 3 clusters Score -2276616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2276627.000000 Penalty: 4769.439453
	Iteration 15Q: 3 clusters Score -2276627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2276635.000000 Penalty: 4769.439453
	Iteration 16Q: 3 clusters Score -2276635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2276637.250000 Penalty: 4769.439453
	Iteration 17Q: 3 clusters Score -2276637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2276638.750000 Penalty: 4769.439453
	Iteration 18Q: 3 clusters Score -2276639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2276636.500000 Penalty: 4769.439453
	Iteration 19Q: 3 clusters Score -2276636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2276637.000000 Penalty: 4769.439453
	Iteration 20F: 3 clusters Score -2276637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2276639.000000 Penalty: 4769.439453
	Iteration 21Q: 3 clusters Score -2276639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2276641.000000 Penalty: 4769.439453
	Iteration 22Q: 3 clusters Score -2276641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2276650.750000 Penalty: 4769.439453
	Iteration 23Q: 3 clusters Score -2276651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2276653.500000 Penalty: 4769.439453
	Iteration 24Q: 3 clusters Score -2276654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2276648.250000 Penalty: 4769.439453
	Iteration 25Q: 3 clusters Score -2276648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2276649.000000 Penalty: 4769.439453
	Iteration 26Q: 3 clusters Score -2276649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2276651.000000 Penalty: 4769.439453
	Iteration 27Q: 3 clusters Score -2276651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2276648.750000 Penalty: 4769.439453
	Iteration 28Q: 3 clusters Score -2276649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2276647.500000 Penalty: 4769.439453
	Iteration 29Q: 3 clusters Score -2276648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2276649.000000 Penalty: 4769.439453
	Iteration 30Q: 3 clusters Score -2276649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2276648.500000 Penalty: 4769.439453
	Iteration 31Q: 3 clusters Score -2276648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2276648.500000 Penalty: 4769.439453
	Iteration 32F: 3 clusters Score -2276648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Entering Unmasked Estep 
Score: -3194846.750000 Penalty: 2481.275146
	Iteration 0F: 2 clusters Score -3194847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -3179431.500000 Penalty: 4962.550293
	Iteration 0F: 3 clusters Score -3179432 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3184862.500000 Penalty: 4962.550293
	Iteration 1F: 3 clusters Score -3184862 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3185766.250000 Penalty: 4962.550293
	Iteration 2F: 3 clusters Score -3185766 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3186785.250000 Penalty: 4962.550293
	Iteration 3F: 3 clusters Score -3186785 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3187888.500000 Penalty: 4962.550293
	Iteration 4F: 3 clusters Score -3187888 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3188852.250000 Penalty: 4962.550293
	Iteration 5F: 3 clusters Score -3188852 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3189660.250000 Penalty: 4962.550293
	Iteration 6F: 3 clusters Score -3189660 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3190244.250000 Penalty: 4962.550293
	Iteration 7F: 3 clusters Score -3190244 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3190679.000000 Penalty: 4962.550293
	Iteration 8Q: 3 clusters Score -3190679 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3191082.500000 Penalty: 4962.550293
	Iteration 9Q: 3 clusters Score -3191082 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3191379.000000 Penalty: 4962.550293
	Iteration 10Q: 3 clusters Score -3191379 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3191650.000000 Penalty: 4962.550293
	Iteration 11Q: 3 clusters Score -3191650 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3191877.250000 Penalty: 4962.550293
	Iteration 12Q: 3 clusters Score -3191877 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3192060.250000 Penalty: 4962.550293
	Iteration 13Q: 3 clusters Score -3192060 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3192220.000000 Penalty: 4962.550293
	Iteration 14Q: 3 clusters Score -3192220 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3192332.000000 Penalty: 4962.550293
	Iteration 15Q: 3 clusters Score -3192332 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3192438.000000 Penalty: 4962.550293
	Iteration 16Q: 3 clusters Score -3192438 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3192528.250000 Penalty: 4962.550293
	Iteration 17Q: 3 clusters Score -3192528 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3192605.000000 Penalty: 4962.550293
	Iteration 18Q: 3 clusters Score -3192605 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3192689.500000 Penalty: 4962.550293
	Iteration 19Q: 3 clusters Score -3192690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3192779.500000 Penalty: 4962.550293
	Iteration 20F: 3 clusters Score -3192780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3192871.500000 Penalty: 4962.550293
	Iteration 21Q: 3 clusters Score -3192872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3192952.000000 Penalty: 4962.550293
	Iteration 22Q: 3 clusters Score -3192952 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3193024.750000 Penalty: 4962.550293
	Iteration 23Q: 3 clusters Score -3193025 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3193111.250000 Penalty: 4962.550293
	Iteration 24Q: 3 clusters Score -3193111 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3193205.250000 Penalty: 4962.550293
	Iteration 25Q: 3 clusters Score -3193205 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3193262.750000 Penalty: 4962.550293
	Iteration 26Q: 3 clusters Score -3193263 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3193324.250000 Penalty: 4962.550293
	Iteration 27Q: 3 clusters Score -3193324 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3193386.750000 Penalty: 4962.550293
	Iteration 28Q: 3 clusters Score -3193387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3193423.000000 Penalty: 4962.550293
	Iteration 29Q: 3 clusters Score -3193423 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3193457.750000 Penalty: 4962.550293
	Iteration 30Q: 3 clusters Score -3193458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3193483.750000 Penalty: 4962.550293
	Iteration 31Q: 3 clusters Score -3193484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3193503.250000 Penalty: 4962.550293
	Iteration 32Q: 3 clusters Score -3193503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3193531.250000 Penalty: 4962.550293
	Iteration 33Q: 3 clusters Score -3193531 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3193551.500000 Penalty: 4962.550293
	Iteration 34Q: 3 clusters Score -3193552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3193572.250000 Penalty: 4962.550293
	Iteration 35Q: 3 clusters Score -3193572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3193582.500000 Penalty: 4962.550293
	Iteration 36Q: 3 clusters Score -3193582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3193584.000000 Penalty: 4962.550293
	Iteration 37Q: 3 clusters Score -3193584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3193591.250000 Penalty: 4962.550293
	Iteration 38Q: 3 clusters Score -3193591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3193595.750000 Penalty: 4962.550293
	Iteration 39Q: 3 clusters Score -3193596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3193605.250000 Penalty: 4962.550293
	Iteration 40F: 3 clusters Score -3193605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3193615.000000 Penalty: 4962.550293
	Iteration 41Q: 3 clusters Score -3193615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3193616.500000 Penalty: 4962.550293
	Iteration 42Q: 3 clusters Score -3193616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3193612.000000 Penalty: 4962.550293
	Iteration 43Q: 3 clusters Score -3193612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3193625.500000 Penalty: 4962.550293
	Iteration 44Q: 3 clusters Score -3193626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3193630.250000 Penalty: 4962.550293
	Iteration 45Q: 3 clusters Score -3193630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3193630.750000 Penalty: 4962.550293
	Iteration 46Q: 3 clusters Score -3193631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3193628.250000 Penalty: 4962.550293
	Iteration 47Q: 3 clusters Score -3193628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3193635.750000 Penalty: 4962.550293
	Iteration 48Q: 3 clusters Score -3193636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3193633.000000 Penalty: 4962.550293
	Iteration 49Q: 3 clusters Score -3193633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3193638.000000 Penalty: 4962.550293
	Iteration 50Q: 3 clusters Score -3193638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3193640.500000 Penalty: 4962.550293
	Iteration 51Q: 3 clusters Score -3193640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3193643.500000 Penalty: 4962.550293
	Iteration 52Q: 3 clusters Score -3193644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3193639.500000 Penalty: 4962.550293
	Iteration 53Q: 3 clusters Score -3193640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3193644.000000 Penalty: 4962.550293
	Iteration 54Q: 3 clusters Score -3193644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3193646.750000 Penalty: 4962.550293
	Iteration 55Q: 3 clusters Score -3193647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3193642.500000 Penalty: 4962.550293
	Iteration 56Q: 3 clusters Score -3193642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3193639.500000 Penalty: 4962.550293
	Iteration 57Q: 3 clusters Score -3193640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3193640.500000 Penalty: 4962.550293
	Iteration 58Q: 3 clusters Score -3193640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3193643.250000 Penalty: 4962.550293
	Iteration 59Q: 3 clusters Score -3193643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3193649.750000 Penalty: 4962.550293
	Iteration 60F: 3 clusters Score -3193650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3193650.750000 Penalty: 4962.550293
	Iteration 61Q: 3 clusters Score -3193651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3193652.500000 Penalty: 4962.550293
	Iteration 62Q: 3 clusters Score -3193652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3193654.000000 Penalty: 4962.550293
	Iteration 63Q: 3 clusters Score -3193654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3193652.500000 Penalty: 4962.550293
	Iteration 64Q: 3 clusters Score -3193652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3193652.500000 Penalty: 4962.550293
	Iteration 65Q: 3 clusters Score -3193652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3193651.500000 Penalty: 4962.550293
	Iteration 66Q: 3 clusters Score -3193652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3193653.000000 Penalty: 4962.550293
	Iteration 67Q: 3 clusters Score -3193653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3193653.000000 Penalty: 4962.550293
	Iteration 68F: 3 clusters Score -3193653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Entering Unmasked Estep 
Score: -855199.687500 Penalty: 2146.060791
	Iteration 0F: 2 clusters Score -855199.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -850180.437500 Penalty: 4292.121582
	Iteration 0F: 3 clusters Score -850180.4 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -851408.562500 Penalty: 4292.121582
	Iteration 1F: 3 clusters Score -851408.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -851609.125000 Penalty: 4292.121582
	Iteration 2F: 3 clusters Score -851609.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -851742.687500 Penalty: 4292.121582
	Iteration 3Q: 3 clusters Score -851742.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -851850.187500 Penalty: 4292.121582
	Iteration 4Q: 3 clusters Score -851850.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -851944.562500 Penalty: 4292.121582
	Iteration 5Q: 3 clusters Score -851944.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -852018.187500 Penalty: 4292.121582
	Iteration 6Q: 3 clusters Score -852018.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -852090.125000 Penalty: 4292.121582
	Iteration 7Q: 3 clusters Score -852090.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -852158.000000 Penalty: 4292.121582
	Iteration 8Q: 3 clusters Score -852158 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -852257.500000 Penalty: 4292.121582
	Iteration 9Q: 3 clusters Score -852257.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -852378.375000 Penalty: 4292.121582
	Iteration 10Q: 3 clusters Score -852378.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -852548.437500 Penalty: 4292.121582
	Iteration 11Q: 3 clusters Score -852548.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -852752.812500 Penalty: 4292.121582
	Iteration 12Q: 3 clusters Score -852752.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -853008.812500 Penalty: 4292.121582
	Iteration 13Q: 3 clusters Score -853008.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -853317.250000 Penalty: 4292.121582
	Iteration 14Q: 3 clusters Score -853317.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -853623.437500 Penalty: 4292.121582
	Iteration 15Q: 3 clusters Score -853623.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -853935.687500 Penalty: 4292.121582
	Iteration 16Q: 3 clusters Score -853935.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -854175.875000 Penalty: 4292.121582
	Iteration 17Q: 3 clusters Score -854175.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -854282.500000 Penalty: 4292.121582
	Iteration 18Q: 3 clusters Score -854282.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -854335.500000 Penalty: 4292.121582
	Iteration 19Q: 3 clusters Score -854335.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -854363.312500 Penalty: 4292.121582
	Iteration 20F: 3 clusters Score -854363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -854384.125000 Penalty: 4292.121582
	Iteration 21Q: 3 clusters Score -854384.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -854393.562500 Penalty: 4292.121582
	Iteration 22Q: 3 clusters Score -854393.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -854402.437500 Penalty: 4292.121582
	Iteration 23Q: 3 clusters Score -854402.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -854413.500000 Penalty: 4292.121582
	Iteration 24Q: 3 clusters Score -854413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -854422.812500 Penalty: 4292.121582
	Iteration 25Q: 3 clusters Score -854422.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -854433.000000 Penalty: 4292.121582
	Iteration 26Q: 3 clusters Score -854433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -854438.875000 Penalty: 4292.121582
	Iteration 27Q: 3 clusters Score -854438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -854444.000000 Penalty: 4292.121582
	Iteration 28Q: 3 clusters Score -854444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -854446.437500 Penalty: 4292.121582
	Iteration 29Q: 3 clusters Score -854446.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -854452.125000 Penalty: 4292.121582
	Iteration 30Q: 3 clusters Score -854452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -854454.562500 Penalty: 4292.121582
	Iteration 31Q: 3 clusters Score -854454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -854458.125000 Penalty: 4292.121582
	Iteration 32Q: 3 clusters Score -854458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -854460.125000 Penalty: 4292.121582
	Iteration 33Q: 3 clusters Score -854460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -854462.750000 Penalty: 4292.121582
	Iteration 34Q: 3 clusters Score -854462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -854462.500000 Penalty: 4292.121582
	Iteration 35Q: 3 clusters Score -854462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -854462.625000 Penalty: 4292.121582
	Iteration 36Q: 3 clusters Score -854462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -854462.812500 Penalty: 4292.121582
	Iteration 37Q: 3 clusters Score -854462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -854462.812500 Penalty: 4292.121582
	Iteration 38F: 3 clusters Score -854462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -2356780.000000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -2356780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2345525.000000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -2345525 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2349265.500000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -2349266 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2350129.500000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -2350130 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2351018.250000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -2351018 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2351682.750000 Penalty: 4789.560059
	Iteration 4F: 3 clusters Score -2351683 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2352198.750000 Penalty: 4789.560059
	Iteration 5F: 3 clusters Score -2352199 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2352671.000000 Penalty: 4789.560059
	Iteration 6F: 3 clusters Score -2352671 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2353154.500000 Penalty: 4789.560059
	Iteration 7Q: 3 clusters Score -2353154 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2353642.500000 Penalty: 4789.560059
	Iteration 8Q: 3 clusters Score -2353642 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2354140.250000 Penalty: 4789.560059
	Iteration 9Q: 3 clusters Score -2354140 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2354662.000000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -2354662 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2355094.750000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -2355095 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2355360.000000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -2355360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2355546.500000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -2355546 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2355670.500000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -2355670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2355788.250000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -2355788 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2355865.000000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -2355865 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2355965.000000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -2355965 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2356070.750000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -2356071 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2356158.000000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -2356158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2356239.250000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -2356239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2356292.000000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -2356292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2356333.000000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -2356333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2356367.000000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -2356367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2356392.750000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -2356393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2356425.750000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -2356426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2356451.750000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -2356452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2356456.000000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -2356456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2356460.750000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -2356461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2356466.500000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -2356466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2356461.750000 Penalty: 4789.560059
	Iteration 30Q: 3 clusters Score -2356462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2356463.000000 Penalty: 4789.560059
	Iteration 31Q: 3 clusters Score -2356463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2356465.750000 Penalty: 4789.560059
	Iteration 32Q: 3 clusters Score -2356466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2356465.750000 Penalty: 4789.560059
	Iteration 33F: 3 clusters Score -2356466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Entering Unmasked Estep 
Score: -2867902.250000 Penalty: 2439.277832
	Iteration 0F: 2 clusters Score -2867902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2854703.500000 Penalty: 4878.555664
	Iteration 0F: 3 clusters Score -2854704 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2859049.500000 Penalty: 4878.555664
	Iteration 1F: 3 clusters Score -2859050 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2859421.500000 Penalty: 4878.555664
	Iteration 2F: 3 clusters Score -2859422 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2859688.750000 Penalty: 4878.555664
	Iteration 3Q: 3 clusters Score -2859689 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2859906.250000 Penalty: 4878.555664
	Iteration 4Q: 3 clusters Score -2859906 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2860062.500000 Penalty: 4878.555664
	Iteration 5Q: 3 clusters Score -2860062 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2860192.250000 Penalty: 4878.555664
	Iteration 6Q: 3 clusters Score -2860192 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2860300.000000 Penalty: 4878.555664
	Iteration 7Q: 3 clusters Score -2860300 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2860434.750000 Penalty: 4878.555664
	Iteration 8Q: 3 clusters Score -2860435 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2860536.750000 Penalty: 4878.555664
	Iteration 9Q: 3 clusters Score -2860537 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2860634.500000 Penalty: 4878.555664
	Iteration 10Q: 3 clusters Score -2860634 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2860712.000000 Penalty: 4878.555664
	Iteration 11Q: 3 clusters Score -2860712 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2860803.250000 Penalty: 4878.555664
	Iteration 12Q: 3 clusters Score -2860803 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2860909.750000 Penalty: 4878.555664
	Iteration 13Q: 3 clusters Score -2860910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2861005.250000 Penalty: 4878.555664
	Iteration 14Q: 3 clusters Score -2861005 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2861148.000000 Penalty: 4878.555664
	Iteration 15Q: 3 clusters Score -2861148 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2861340.500000 Penalty: 4878.555664
	Iteration 16Q: 3 clusters Score -2861340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2861553.250000 Penalty: 4878.555664
	Iteration 17Q: 3 clusters Score -2861553 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2861791.250000 Penalty: 4878.555664
	Iteration 18Q: 3 clusters Score -2861791 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2862050.500000 Penalty: 4878.555664
	Iteration 19Q: 3 clusters Score -2862050 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2862297.000000 Penalty: 4878.555664
	Iteration 20F: 3 clusters Score -2862297 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2862570.000000 Penalty: 4878.555664
	Iteration 21Q: 3 clusters Score -2862570 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2862845.500000 Penalty: 4878.555664
	Iteration 22Q: 3 clusters Score -2862846 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2863153.750000 Penalty: 4878.555664
	Iteration 23Q: 3 clusters Score -2863154 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2863463.250000 Penalty: 4878.555664
	Iteration 24Q: 3 clusters Score -2863463 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2863766.750000 Penalty: 4878.555664
	Iteration 25Q: 3 clusters Score -2863767 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2864055.750000 Penalty: 4878.555664
	Iteration 26Q: 3 clusters Score -2864056 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2864375.750000 Penalty: 4878.555664
	Iteration 27Q: 3 clusters Score -2864376 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2864670.250000 Penalty: 4878.555664
	Iteration 28Q: 3 clusters Score -2864670 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2864939.750000 Penalty: 4878.555664
	Iteration 29Q: 3 clusters Score -2864940 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2865181.250000 Penalty: 4878.555664
	Iteration 30Q: 3 clusters Score -2865181 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2865334.000000 Penalty: 4878.555664
	Iteration 31Q: 3 clusters Score -2865334 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2865465.000000 Penalty: 4878.555664
	Iteration 32Q: 3 clusters Score -2865465 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2865578.250000 Penalty: 4878.555664
	Iteration 33Q: 3 clusters Score -2865578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2865650.000000 Penalty: 4878.555664
	Iteration 34Q: 3 clusters Score -2865650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2865704.750000 Penalty: 4878.555664
	Iteration 35Q: 3 clusters Score -2865705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2865748.250000 Penalty: 4878.555664
	Iteration 36Q: 3 clusters Score -2865748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2865798.250000 Penalty: 4878.555664
	Iteration 37Q: 3 clusters Score -2865798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2865834.500000 Penalty: 4878.555664
	Iteration 38Q: 3 clusters Score -2865834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2865874.500000 Penalty: 4878.555664
	Iteration 39Q: 3 clusters Score -2865874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2865902.000000 Penalty: 4878.555664
	Iteration 40F: 3 clusters Score -2865902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2865926.250000 Penalty: 4878.555664
	Iteration 41Q: 3 clusters Score -2865926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2865944.250000 Penalty: 4878.555664
	Iteration 42Q: 3 clusters Score -2865944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2865961.500000 Penalty: 4878.555664
	Iteration 43Q: 3 clusters Score -2865962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2865977.750000 Penalty: 4878.555664
	Iteration 44Q: 3 clusters Score -2865978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2865986.500000 Penalty: 4878.555664
	Iteration 45Q: 3 clusters Score -2865986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2865991.750000 Penalty: 4878.555664
	Iteration 46Q: 3 clusters Score -2865992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2865996.000000 Penalty: 4878.555664
	Iteration 47Q: 3 clusters Score -2865996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2865996.750000 Penalty: 4878.555664
	Iteration 48Q: 3 clusters Score -2865997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2866001.000000 Penalty: 4878.555664
	Iteration 49Q: 3 clusters Score -2866001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2866000.500000 Penalty: 4878.555664
	Iteration 50Q: 3 clusters Score -2866000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2866008.750000 Penalty: 4878.555664
	Iteration 51Q: 3 clusters Score -2866009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2866012.250000 Penalty: 4878.555664
	Iteration 52Q: 3 clusters Score -2866012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2866013.000000 Penalty: 4878.555664
	Iteration 53Q: 3 clusters Score -2866013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2866017.000000 Penalty: 4878.555664
	Iteration 54Q: 3 clusters Score -2866017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2866018.000000 Penalty: 4878.555664
	Iteration 55Q: 3 clusters Score -2866018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2866018.000000 Penalty: 4878.555664
	Iteration 56F: 3 clusters Score -2866018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (110163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Entering Unmasked Estep 
Score: -17005876.000000 Penalty: 2879.209717
	Iteration 0F: 2 clusters Score -1.700588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -16936622.000000 Penalty: 5758.419434
	Iteration 0F: 3 clusters Score -1.693662e+07 nChanged 52277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -16966706.000000 Penalty: 5758.419434
	Iteration 1F: 3 clusters Score -1.696671e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -16968214.000000 Penalty: 5758.419434
	Iteration 2Q: 3 clusters Score -1.696821e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -16970332.000000 Penalty: 5758.419434
	Iteration 3Q: 3 clusters Score -1.697033e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -16973624.000000 Penalty: 5758.419434
	Iteration 4F: 3 clusters Score -1.697362e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -16978352.000000 Penalty: 5758.419434
	Iteration 5F: 3 clusters Score -1.697835e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -16984654.000000 Penalty: 5758.419434
	Iteration 6F: 3 clusters Score -1.698465e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -16991450.000000 Penalty: 5758.419434
	Iteration 7F: 3 clusters Score -1.699145e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -16996308.000000 Penalty: 5758.419434
	Iteration 8F: 3 clusters Score -1.699631e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -16998670.000000 Penalty: 5758.419434
	Iteration 9Q: 3 clusters Score -1.699867e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -17000020.000000 Penalty: 5758.419434
	Iteration 10Q: 3 clusters Score -1.700002e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -17000852.000000 Penalty: 5758.419434
	Iteration 11Q: 3 clusters Score -1.700085e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -17001766.000000 Penalty: 5758.419434
	Iteration 12Q: 3 clusters Score -1.700177e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -17002722.000000 Penalty: 5758.419434
	Iteration 13Q: 3 clusters Score -1.700272e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -17003622.000000 Penalty: 5758.419434
	Iteration 14Q: 3 clusters Score -1.700362e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -17004380.000000 Penalty: 5758.419434
	Iteration 15Q: 3 clusters Score -1.700438e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -17004944.000000 Penalty: 5758.419434
	Iteration 16Q: 3 clusters Score -1.700494e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -17005388.000000 Penalty: 5758.419434
	Iteration 17Q: 3 clusters Score -1.700539e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -17005668.000000 Penalty: 5758.419434
	Iteration 18Q: 3 clusters Score -1.700567e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86433 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -17005914.000000 Penalty: 5758.419434
	Iteration 19Q: 3 clusters Score -1.700591e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -17006104.000000 Penalty: 5758.419434
	Iteration 20F: 3 clusters Score -1.70061e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -17006192.000000 Penalty: 5758.419434
	Iteration 21Q: 3 clusters Score -1.700619e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -17006322.000000 Penalty: 5758.419434
	Iteration 22Q: 3 clusters Score -1.700632e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -17006392.000000 Penalty: 5758.419434
	Iteration 23Q: 3 clusters Score -1.700639e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -17006434.000000 Penalty: 5758.419434
	Iteration 24Q: 3 clusters Score -1.700643e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -17006490.000000 Penalty: 5758.419434
	Iteration 25Q: 3 clusters Score -1.700649e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -17006556.000000 Penalty: 5758.419434
	Iteration 26Q: 3 clusters Score -1.700656e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -17006648.000000 Penalty: 5758.419434
	Iteration 27Q: 3 clusters Score -1.700665e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -17006660.000000 Penalty: 5758.419434
	Iteration 28Q: 3 clusters Score -1.700666e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -17006692.000000 Penalty: 5758.419434
	Iteration 29Q: 3 clusters Score -1.700669e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -17006752.000000 Penalty: 5758.419434
	Iteration 30Q: 3 clusters Score -1.700675e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -17006896.000000 Penalty: 5758.419434
	Iteration 31Q: 3 clusters Score -1.70069e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -17006978.000000 Penalty: 5758.419434
	Iteration 32Q: 3 clusters Score -1.700698e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -17007024.000000 Penalty: 5758.419434
	Iteration 33Q: 3 clusters Score -1.700702e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -17007086.000000 Penalty: 5758.419434
	Iteration 34Q: 3 clusters Score -1.700709e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -17007198.000000 Penalty: 5758.419434
	Iteration 35Q: 3 clusters Score -1.70072e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -17007206.000000 Penalty: 5758.419434
	Iteration 36Q: 3 clusters Score -1.700721e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -17007262.000000 Penalty: 5758.419434
	Iteration 37Q: 3 clusters Score -1.700726e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -17007296.000000 Penalty: 5758.419434
	Iteration 38Q: 3 clusters Score -1.70073e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -17007302.000000 Penalty: 5758.419434
	Iteration 39Q: 3 clusters Score -1.70073e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -17007306.000000 Penalty: 5758.419434
	Iteration 40F: 3 clusters Score -1.700731e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -17007258.000000 Penalty: 5758.419434
	Iteration 41Q: 3 clusters Score -1.700726e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99918 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -17007296.000000 Penalty: 5758.419434
	Iteration 42Q: 3 clusters Score -1.70073e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -17007252.000000 Penalty: 5758.419434
	Iteration 43Q: 3 clusters Score -1.700725e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -17007176.000000 Penalty: 5758.419434
	Iteration 44Q: 3 clusters Score -1.700718e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -17007132.000000 Penalty: 5758.419434
	Iteration 45Q: 3 clusters Score -1.700713e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -17007080.000000 Penalty: 5758.419434
	Iteration 46Q: 3 clusters Score -1.700708e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101863 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -17006982.000000 Penalty: 5758.419434
	Iteration 47Q: 3 clusters Score -1.700698e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -17006944.000000 Penalty: 5758.419434
	Iteration 48Q: 3 clusters Score -1.700694e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -17006902.000000 Penalty: 5758.419434
	Iteration 49Q: 3 clusters Score -1.70069e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -17006836.000000 Penalty: 5758.419434
	Iteration 50Q: 3 clusters Score -1.700684e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102963 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -17006780.000000 Penalty: 5758.419434
	Iteration 51Q: 3 clusters Score -1.700678e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -17006762.000000 Penalty: 5758.419434
	Iteration 52Q: 3 clusters Score -1.700676e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -17006698.000000 Penalty: 5758.419434
	Iteration 53Q: 3 clusters Score -1.70067e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -17006612.000000 Penalty: 5758.419434
	Iteration 54Q: 3 clusters Score -1.700661e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103691 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -17006604.000000 Penalty: 5758.419434
	Iteration 55Q: 3 clusters Score -1.70066e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -17006592.000000 Penalty: 5758.419434
	Iteration 56Q: 3 clusters Score -1.700659e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -17006576.000000 Penalty: 5758.419434
	Iteration 57Q: 3 clusters Score -1.700658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -17006532.000000 Penalty: 5758.419434
	Iteration 58Q: 3 clusters Score -1.700653e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -17006538.000000 Penalty: 5758.419434
	Iteration 59Q: 3 clusters Score -1.700654e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -17006498.000000 Penalty: 5758.419434
	Iteration 60F: 3 clusters Score -1.70065e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -17006502.000000 Penalty: 5758.419434
	Iteration 61Q: 3 clusters Score -1.70065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -17006464.000000 Penalty: 5758.419434
	Iteration 62Q: 3 clusters Score -1.700646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -17006470.000000 Penalty: 5758.419434
	Iteration 63Q: 3 clusters Score -1.700647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -17006448.000000 Penalty: 5758.419434
	Iteration 64Q: 3 clusters Score -1.700645e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -17006418.000000 Penalty: 5758.419434
	Iteration 65Q: 3 clusters Score -1.700642e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -17006392.000000 Penalty: 5758.419434
	Iteration 66Q: 3 clusters Score -1.700639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104644 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -17006384.000000 Penalty: 5758.419434
	Iteration 67Q: 3 clusters Score -1.700638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -17006368.000000 Penalty: 5758.419434
	Iteration 68Q: 3 clusters Score -1.700637e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104705 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -17006372.000000 Penalty: 5758.419434
	Iteration 69Q: 3 clusters Score -1.700637e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -17006366.000000 Penalty: 5758.419434
	Iteration 70Q: 3 clusters Score -1.700637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -17006348.000000 Penalty: 5758.419434
	Iteration 71Q: 3 clusters Score -1.700635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -17006352.000000 Penalty: 5758.419434
	Iteration 72Q: 3 clusters Score -1.700635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -17006340.000000 Penalty: 5758.419434
	Iteration 73Q: 3 clusters Score -1.700634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104781 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -17006352.000000 Penalty: 5758.419434
	Iteration 74Q: 3 clusters Score -1.700635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -17006336.000000 Penalty: 5758.419434
	Iteration 75Q: 3 clusters Score -1.700634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -17006326.000000 Penalty: 5758.419434
	Iteration 76Q: 3 clusters Score -1.700633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -17006322.000000 Penalty: 5758.419434
	Iteration 77Q: 3 clusters Score -1.700632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -17006310.000000 Penalty: 5758.419434
	Iteration 78Q: 3 clusters Score -1.700631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -17006300.000000 Penalty: 5758.419434
	Iteration 79Q: 3 clusters Score -1.70063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104836 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -17006288.000000 Penalty: 5758.419434
	Iteration 80F: 3 clusters Score -1.700629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104850 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -17006292.000000 Penalty: 5758.419434
	Iteration 81Q: 3 clusters Score -1.700629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -17006296.000000 Penalty: 5758.419434
	Iteration 82Q: 3 clusters Score -1.70063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104878 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -17006278.000000 Penalty: 5758.419434
	Iteration 83Q: 3 clusters Score -1.700628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104887 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -17006294.000000 Penalty: 5758.419434
	Iteration 84Q: 3 clusters Score -1.700629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -17006318.000000 Penalty: 5758.419434
	Iteration 85Q: 3 clusters Score -1.700632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -17006310.000000 Penalty: 5758.419434
	Iteration 86Q: 3 clusters Score -1.700631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -17006298.000000 Penalty: 5758.419434
	Iteration 87Q: 3 clusters Score -1.70063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -17006298.000000 Penalty: 5758.419434
	Iteration 88F: 3 clusters Score -1.70063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 104894 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 5269 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104158888.000000 Penalty: 126803.226562
Splitting cluster 19 changes total score from -104159032.000000 to -104158888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -400513.406250 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -400513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -397452.562500 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -397452.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -398084.156250 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -398084.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -398223.218750 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -398223.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -398299.562500 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -398299.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -398344.906250 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -398344.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -398378.531250 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -398378.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -398411.968750 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -398412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -398446.437500 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -398446.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -398476.375000 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -398476.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -398501.437500 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -398501.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -398519.531250 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -398519.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -398542.000000 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -398542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -398563.468750 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -398563.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -398585.500000 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -398585.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -398613.281250 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -398613.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -398629.250000 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -398629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -398641.375000 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -398641.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -398648.218750 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -398648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -398652.687500 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -398652.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -398664.406250 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -398664.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -398672.656250 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -398672.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -398679.875000 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -398679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -398682.406250 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -398682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -398686.312500 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -398686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -398688.250000 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -398688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -398694.593750 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -398694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -398700.000000 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -398700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -398703.937500 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -398703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -398707.937500 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -398707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -398708.781250 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -398708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -398711.500000 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -398711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -398713.968750 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -398714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -398716.500000 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -398716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -398719.250000 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -398719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -398724.312500 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -398724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -398727.218750 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -398727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -398728.875000 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -398728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -398731.593750 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -398731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -398731.687500 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -398731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -398733.468750 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -398733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -398733.687500 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -398733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -398734.468750 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -398734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -398735.062500 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -398735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -398736.187500 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -398736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -398737.343750 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -398737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -398738.156250 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -398738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -398739.406250 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -398739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -398742.343750 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -398742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -398743.843750 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -398743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -398745.437500 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -398745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -398745.562500 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -398745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -398748.000000 Penalty: 3926.555664
	Iteration 51Q: 3 clusters Score -398748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -398749.375000 Penalty: 3926.555664
	Iteration 52Q: 3 clusters Score -398749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -398750.906250 Penalty: 3926.555664
	Iteration 53Q: 3 clusters Score -398750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -398753.937500 Penalty: 3926.555664
	Iteration 54Q: 3 clusters Score -398753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -398754.187500 Penalty: 3926.555664
	Iteration 55Q: 3 clusters Score -398754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -398755.625000 Penalty: 3926.555664
	Iteration 56Q: 3 clusters Score -398755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -398757.281250 Penalty: 3926.555664
	Iteration 57Q: 3 clusters Score -398757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -398758.593750 Penalty: 3926.555664
	Iteration 58Q: 3 clusters Score -398758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -398758.875000 Penalty: 3926.555664
	Iteration 59Q: 3 clusters Score -398758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -398759.687500 Penalty: 3926.555664
	Iteration 60F: 3 clusters Score -398759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -398760.437500 Penalty: 3926.555664
	Iteration 61Q: 3 clusters Score -398760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -398760.218750 Penalty: 3926.555664
	Iteration 62Q: 3 clusters Score -398760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -398760.218750 Penalty: 3926.555664
	Iteration 63F: 3 clusters Score -398760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Entering Unmasked Estep 
Score: -5855571.500000 Penalty: 2620.136475
	Iteration 0F: 2 clusters Score -5855572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5829273.500000 Penalty: 5240.272949
	Iteration 0F: 3 clusters Score -5829274 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5838758.000000 Penalty: 5240.272949
	Iteration 1F: 3 clusters Score -5838758 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -5839239.500000 Penalty: 5240.272949
	Iteration 2Q: 3 clusters Score -5839240 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5839640.500000 Penalty: 5240.272949
	Iteration 3Q: 3 clusters Score -5839640 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5839985.500000 Penalty: 5240.272949
	Iteration 4Q: 3 clusters Score -5839986 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -5840319.500000 Penalty: 5240.272949
	Iteration 5Q: 3 clusters Score -5840320 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5840722.000000 Penalty: 5240.272949
	Iteration 6Q: 3 clusters Score -5840722 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -5841191.500000 Penalty: 5240.272949
	Iteration 7Q: 3 clusters Score -5841192 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5841924.000000 Penalty: 5240.272949
	Iteration 8Q: 3 clusters Score -5841924 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5842938.000000 Penalty: 5240.272949
	Iteration 9Q: 3 clusters Score -5842938 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5844447.000000 Penalty: 5240.272949
	Iteration 10F: 3 clusters Score -5844447 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -5846486.500000 Penalty: 5240.272949
	Iteration 11F: 3 clusters Score -5846486 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5848722.500000 Penalty: 5240.272949
	Iteration 12F: 3 clusters Score -5848722 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5850503.000000 Penalty: 5240.272949
	Iteration 13F: 3 clusters Score -5850503 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5851780.500000 Penalty: 5240.272949
	Iteration 14Q: 3 clusters Score -5851780 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5852467.500000 Penalty: 5240.272949
	Iteration 15Q: 3 clusters Score -5852468 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5852846.000000 Penalty: 5240.272949
	Iteration 16Q: 3 clusters Score -5852846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5853001.500000 Penalty: 5240.272949
	Iteration 17Q: 3 clusters Score -5853002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5853088.000000 Penalty: 5240.272949
	Iteration 18Q: 3 clusters Score -5853088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5853144.500000 Penalty: 5240.272949
	Iteration 19Q: 3 clusters Score -5853144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5853177.000000 Penalty: 5240.272949
	Iteration 20F: 3 clusters Score -5853177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5853203.000000 Penalty: 5240.272949
	Iteration 21Q: 3 clusters Score -5853203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5853218.000000 Penalty: 5240.272949
	Iteration 22Q: 3 clusters Score -5853218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5853231.000000 Penalty: 5240.272949
	Iteration 23Q: 3 clusters Score -5853231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5853237.000000 Penalty: 5240.272949
	Iteration 24Q: 3 clusters Score -5853237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5853250.000000 Penalty: 5240.272949
	Iteration 25Q: 3 clusters Score -5853250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5853252.000000 Penalty: 5240.272949
	Iteration 26Q: 3 clusters Score -5853252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5853252.000000 Penalty: 5240.272949
	Iteration 27F: 3 clusters Score -5853252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -49926.699219 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -49926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48621.500000 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -48621.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48780.226562 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -48780.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48853.269531 Penalty: 2923.623779
	Iteration 2Q: 3 clusters Score -48853.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48903.191406 Penalty: 2923.623779
	Iteration 3Q: 3 clusters Score -48903.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48947.945312 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -48947.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49006.503906 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -49006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49070.980469 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -49070.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49209.558594 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -49209.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49333.402344 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -49333.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49371.652344 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -49371.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49415.695312 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -49415.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49470.328125 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -49470.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49492.863281 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -49492.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49504.355469 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -49504.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49504.355469 Penalty: 2923.623779
	Iteration 14F: 3 clusters Score -49504.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Entering Unmasked Estep 
Score: -3829696.750000 Penalty: 2513.901855
	Iteration 0F: 2 clusters Score -3829697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3812138.000000 Penalty: 5027.803711
	Iteration 0F: 3 clusters Score -3812138 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3818290.250000 Penalty: 5027.803711
	Iteration 1F: 3 clusters Score -3818290 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3818815.500000 Penalty: 5027.803711
	Iteration 2F: 3 clusters Score -3818816 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3819326.250000 Penalty: 5027.803711
	Iteration 3Q: 3 clusters Score -3819326 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3819916.250000 Penalty: 5027.803711
	Iteration 4F: 3 clusters Score -3819916 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -3820641.500000 Penalty: 5027.803711
	Iteration 5F: 3 clusters Score -3820642 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3821520.750000 Penalty: 5027.803711
	Iteration 6F: 3 clusters Score -3821521 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3822513.000000 Penalty: 5027.803711
	Iteration 7F: 3 clusters Score -3822513 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3823645.500000 Penalty: 5027.803711
	Iteration 8F: 3 clusters Score -3823646 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3824672.000000 Penalty: 5027.803711
	Iteration 9F: 3 clusters Score -3824672 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3825458.250000 Penalty: 5027.803711
	Iteration 10Q: 3 clusters Score -3825458 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3826093.500000 Penalty: 5027.803711
	Iteration 11Q: 3 clusters Score -3826094 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3826501.750000 Penalty: 5027.803711
	Iteration 12Q: 3 clusters Score -3826502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3826811.000000 Penalty: 5027.803711
	Iteration 13Q: 3 clusters Score -3826811 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3827034.250000 Penalty: 5027.803711
	Iteration 14Q: 3 clusters Score -3827034 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3827210.750000 Penalty: 5027.803711
	Iteration 15Q: 3 clusters Score -3827211 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3827343.750000 Penalty: 5027.803711
	Iteration 16Q: 3 clusters Score -3827344 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3827439.500000 Penalty: 5027.803711
	Iteration 17Q: 3 clusters Score -3827440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3827496.000000 Penalty: 5027.803711
	Iteration 18Q: 3 clusters Score -3827496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3827532.250000 Penalty: 5027.803711
	Iteration 19Q: 3 clusters Score -3827532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3827558.750000 Penalty: 5027.803711
	Iteration 20F: 3 clusters Score -3827559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3827586.250000 Penalty: 5027.803711
	Iteration 21Q: 3 clusters Score -3827586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3827602.750000 Penalty: 5027.803711
	Iteration 22Q: 3 clusters Score -3827603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3827620.250000 Penalty: 5027.803711
	Iteration 23Q: 3 clusters Score -3827620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3827624.500000 Penalty: 5027.803711
	Iteration 24Q: 3 clusters Score -3827624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3827633.000000 Penalty: 5027.803711
	Iteration 25Q: 3 clusters Score -3827633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3827632.000000 Penalty: 5027.803711
	Iteration 26Q: 3 clusters Score -3827632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3827638.000000 Penalty: 5027.803711
	Iteration 27Q: 3 clusters Score -3827638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3827647.250000 Penalty: 5027.803711
	Iteration 28Q: 3 clusters Score -3827647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3827644.000000 Penalty: 5027.803711
	Iteration 29Q: 3 clusters Score -3827644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3827645.250000 Penalty: 5027.803711
	Iteration 30Q: 3 clusters Score -3827645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3827645.250000 Penalty: 5027.803711
	Iteration 31F: 3 clusters Score -3827645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Entering Unmasked Estep 
Score: -1962433.000000 Penalty: 2367.130615
	Iteration 0F: 2 clusters Score -1962433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1952194.750000 Penalty: 4734.261230
	Iteration 0F: 3 clusters Score -1952195 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1955711.000000 Penalty: 4734.261230
	Iteration 1F: 3 clusters Score -1955711 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1956585.000000 Penalty: 4734.261230
	Iteration 2F: 3 clusters Score -1956585 nChanged 1080
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1957553.875000 Penalty: 4734.261230
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1958375.125000 Penalty: 4734.261230
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1958966 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1959352.250000 Penalty: 4734.261230
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1959611.625000 Penalty: 4734.261230
	Iteration 7Q: 3 clusters Score -1959612 nChanged 423
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Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1959921.250000 Penalty: 4734.261230
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Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1960027 nChanged 235
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Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1960096 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1960157.750000 Penalty: 4734.261230
	Iteration 12Q: 3 clusters Score -1960158 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1960199 nChanged 157
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Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1960239.875000 Penalty: 4734.261230
	Iteration 14Q: 3 clusters Score -1960240 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1960266.375000 Penalty: 4734.261230
	Iteration 15Q: 3 clusters Score -1960266 nChanged 112
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1960291 nChanged 90
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Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1960305.125000 Penalty: 4734.261230
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Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1960324.625000 Penalty: 4734.261230
	Iteration 18Q: 3 clusters Score -1960325 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1960342.750000 Penalty: 4734.261230
	Iteration 19Q: 3 clusters Score -1960343 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1960348.250000 Penalty: 4734.261230
	Iteration 20F: 3 clusters Score -1960348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1960352 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1960362.375000 Penalty: 4734.261230
	Iteration 22Q: 3 clusters Score -1960362 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1960370 nChanged 48
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Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1960373 nChanged 36
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Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1960381.875000 Penalty: 4734.261230
	Iteration 25Q: 3 clusters Score -1960382 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1960384.125000 Penalty: 4734.261230
	Iteration 26Q: 3 clusters Score -1960384 nChanged 32
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Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1960394.625000 Penalty: 4734.261230
	Iteration 27Q: 3 clusters Score -1960395 nChanged 29
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Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1960394 nChanged 29
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1960398.000000 Penalty: 4734.261230
	Iteration 29Q: 3 clusters Score -1960398 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1960403.625000 Penalty: 4734.261230
	Iteration 30Q: 3 clusters Score -1960404 nChanged 29
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Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1960410 nChanged 35
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1960415 nChanged 34
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Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1960424 nChanged 37
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Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1960429 nChanged 49
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Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1960442.750000 Penalty: 4734.261230
	Iteration 35Q: 3 clusters Score -1960443 nChanged 34
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Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1960443.500000 Penalty: 4734.261230
	Iteration 36Q: 3 clusters Score -1960444 nChanged 34
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Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1960448 nChanged 30
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1960452 nChanged 30
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Mstep: Class 1 contains 5722 members 
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Entering Unmasked Estep 
Score: -1960456.375000 Penalty: 4734.261230
	Iteration 39Q: 3 clusters Score -1960456 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1960462.000000 Penalty: 4734.261230
	Iteration 40F: 3 clusters Score -1960462 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1960468 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1960470 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1960472.250000 Penalty: 4734.261230
	Iteration 43Q: 3 clusters Score -1960472 nChanged 38
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1960489 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5537 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1960501 nChanged 59
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Mstep: Class 1 contains 5484 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1960509 nChanged 59
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Mstep: Class 1 contains 5431 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1960526 nChanged 69
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1960554.625000 Penalty: 4734.261230
	Iteration 48Q: 3 clusters Score -1960555 nChanged 74
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Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1960581 nChanged 87
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Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1960600.625000 Penalty: 4734.261230
	Iteration 50Q: 3 clusters Score -1960601 nChanged 70
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Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1960624 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1960635 nChanged 62
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Mstep: Class 1 contains 5072 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1960651 nChanged 58
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Mstep: Class 1 contains 5022 members 
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Entering Unmasked Estep 
Score: -1960661.250000 Penalty: 4734.261230
	Iteration 54Q: 3 clusters Score -1960661 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4980 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1960666 nChanged 46
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Mstep: Class 1 contains 4938 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1960669 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1960670 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4879 members 
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Entering Unmasked Estep 
Score: -1960673.125000 Penalty: 4734.261230
	Iteration 58Q: 3 clusters Score -1960673 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1960673.625000 Penalty: 4734.261230
	Iteration 59Q: 3 clusters Score -1960674 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1960686.000000 Penalty: 4734.261230
	Iteration 60F: 3 clusters Score -1960686 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1960686.875000 Penalty: 4734.261230
	Iteration 61Q: 3 clusters Score -1960687 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1960691.625000 Penalty: 4734.261230
	Iteration 62Q: 3 clusters Score -1960692 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1960696.750000 Penalty: 4734.261230
	Iteration 63Q: 3 clusters Score -1960697 nChanged 21
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Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1960696 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1960699.625000 Penalty: 4734.261230
	Iteration 65Q: 3 clusters Score -1960700 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1960697 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4691 members 
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Entering Unmasked Estep 
Score: -1960709.250000 Penalty: 4734.261230
	Iteration 67Q: 3 clusters Score -1960709 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1960707 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1960710.625000 Penalty: 4734.261230
	Iteration 69Q: 3 clusters Score -1960711 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1960710 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1960714.875000 Penalty: 4734.261230
	Iteration 71Q: 3 clusters Score -1960715 nChanged 13
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Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1960718.125000 Penalty: 4734.261230
	Iteration 72Q: 3 clusters Score -1960718 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1960716.750000 Penalty: 4734.261230
	Iteration 73Q: 3 clusters Score -1960717 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9391 members 
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	Iteration 74Q: 3 clusters Score -1960718 nChanged 18
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Mstep: Class 1 contains 4564 members 
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Entering Unmasked Estep 
Score: -1960723.125000 Penalty: 4734.261230
	Iteration 75Q: 3 clusters Score -1960723 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4546 members 
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Score: -1960725.375000 Penalty: 4734.261230
	Iteration 76Q: 3 clusters Score -1960725 nChanged 23
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Mstep: Class 1 contains 4523 members 
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	Iteration 77Q: 3 clusters Score -1960726 nChanged 22
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Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1960733.250000 Penalty: 4734.261230
	Iteration 78Q: 3 clusters Score -1960733 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4482 members 
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	Iteration 79Q: 3 clusters Score -1960734 nChanged 23
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Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1960735.875000 Penalty: 4734.261230
	Iteration 80F: 3 clusters Score -1960736 nChanged 29
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Mstep: Class 1 contains 4432 members 
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Entering Unmasked Estep 
Score: -1960743.750000 Penalty: 4734.261230
	Iteration 81Q: 3 clusters Score -1960744 nChanged 25
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Mstep: Class 1 contains 4409 members 
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	Iteration 82Q: 3 clusters Score -1960744 nChanged 18
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Mstep: Class 1 contains 4391 members 
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Score: -1960749.500000 Penalty: 4734.261230
	Iteration 83Q: 3 clusters Score -1960750 nChanged 26
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Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9606 members 
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Score: -1960751.125000 Penalty: 4734.261230
	Iteration 84Q: 3 clusters Score -1960751 nChanged 24
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1960757 nChanged 33
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Entering Unmasked Estep 
Score: -1960762.750000 Penalty: 4734.261230
	Iteration 86Q: 3 clusters Score -1960763 nChanged 39
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Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1960763 nChanged 40
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Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1960773.625000 Penalty: 4734.261230
	Iteration 88Q: 3 clusters Score -1960774 nChanged 35
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Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1960781.625000 Penalty: 4734.261230
	Iteration 89Q: 3 clusters Score -1960782 nChanged 30
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Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1960785.250000 Penalty: 4734.261230
	Iteration 90Q: 3 clusters Score -1960785 nChanged 25
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Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1960790.125000 Penalty: 4734.261230
	Iteration 91Q: 3 clusters Score -1960790 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1960792.500000 Penalty: 4734.261230
	Iteration 92Q: 3 clusters Score -1960792 nChanged 34
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Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1960800.625000 Penalty: 4734.261230
	Iteration 93Q: 3 clusters Score -1960801 nChanged 31
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Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1960797.875000 Penalty: 4734.261230
	Iteration 94Q: 3 clusters Score -1960798 nChanged 29
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Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1960809.625000 Penalty: 4734.261230
	Iteration 95Q: 3 clusters Score -1960810 nChanged 39
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Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1960823.250000 Penalty: 4734.261230
	Iteration 96Q: 3 clusters Score -1960823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1960835.875000 Penalty: 4734.261230
	Iteration 97Q: 3 clusters Score -1960836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1960841.875000 Penalty: 4734.261230
	Iteration 98Q: 3 clusters Score -1960842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1960864.000000 Penalty: 4734.261230
	Iteration 99Q: 3 clusters Score -1960864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1960884.000000 Penalty: 4734.261230
	Iteration 100F: 3 clusters Score -1960884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1960910.625000 Penalty: 4734.261230
	Iteration 101Q: 3 clusters Score -1960911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1960941.000000 Penalty: 4734.261230
	Iteration 102Q: 3 clusters Score -1960941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1960993.250000 Penalty: 4734.261230
	Iteration 103Q: 3 clusters Score -1960993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1961062.375000 Penalty: 4734.261230
	Iteration 104Q: 3 clusters Score -1961062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1961134.500000 Penalty: 4734.261230
	Iteration 105Q: 3 clusters Score -1961134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1961199.000000 Penalty: 4734.261230
	Iteration 106Q: 3 clusters Score -1961199 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1961271.250000 Penalty: 4734.261230
	Iteration 107Q: 3 clusters Score -1961271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1961325.875000 Penalty: 4734.261230
	Iteration 108Q: 3 clusters Score -1961326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1961365.375000 Penalty: 4734.261230
	Iteration 109Q: 3 clusters Score -1961365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1961394.000000 Penalty: 4734.261230
	Iteration 110Q: 3 clusters Score -1961394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1961419.125000 Penalty: 4734.261230
	Iteration 111Q: 3 clusters Score -1961419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1961435.375000 Penalty: 4734.261230
	Iteration 112Q: 3 clusters Score -1961435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1961448.125000 Penalty: 4734.261230
	Iteration 113Q: 3 clusters Score -1961448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1961460.000000 Penalty: 4734.261230
	Iteration 114Q: 3 clusters Score -1961460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1961463.750000 Penalty: 4734.261230
	Iteration 115Q: 3 clusters Score -1961464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1961474.875000 Penalty: 4734.261230
	Iteration 116Q: 3 clusters Score -1961475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1961484.125000 Penalty: 4734.261230
	Iteration 117Q: 3 clusters Score -1961484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1961492.125000 Penalty: 4734.261230
	Iteration 118Q: 3 clusters Score -1961492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1961501.250000 Penalty: 4734.261230
	Iteration 119Q: 3 clusters Score -1961501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1961509.625000 Penalty: 4734.261230
	Iteration 120F: 3 clusters Score -1961510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1961507.375000 Penalty: 4734.261230
	Iteration 121Q: 3 clusters Score -1961507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1961512.375000 Penalty: 4734.261230
	Iteration 122Q: 3 clusters Score -1961512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1961509.125000 Penalty: 4734.261230
	Iteration 123Q: 3 clusters Score -1961509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1961514.125000 Penalty: 4734.261230
	Iteration 124Q: 3 clusters Score -1961514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1961516.750000 Penalty: 4734.261230
	Iteration 125Q: 3 clusters Score -1961517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1961521.375000 Penalty: 4734.261230
	Iteration 126Q: 3 clusters Score -1961521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1961522.375000 Penalty: 4734.261230
	Iteration 127Q: 3 clusters Score -1961522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1961530.250000 Penalty: 4734.261230
	Iteration 128Q: 3 clusters Score -1961530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1961530.875000 Penalty: 4734.261230
	Iteration 129Q: 3 clusters Score -1961531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1961533.625000 Penalty: 4734.261230
	Iteration 130Q: 3 clusters Score -1961534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1961534.125000 Penalty: 4734.261230
	Iteration 131Q: 3 clusters Score -1961534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1961533.125000 Penalty: 4734.261230
	Iteration 132Q: 3 clusters Score -1961533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1961539.500000 Penalty: 4734.261230
	Iteration 133Q: 3 clusters Score -1961540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1961543.000000 Penalty: 4734.261230
	Iteration 134Q: 3 clusters Score -1961543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1961542.500000 Penalty: 4734.261230
	Iteration 135Q: 3 clusters Score -1961542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1961544.000000 Penalty: 4734.261230
	Iteration 136Q: 3 clusters Score -1961544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1961544.125000 Penalty: 4734.261230
	Iteration 137Q: 3 clusters Score -1961544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1961544.750000 Penalty: 4734.261230
	Iteration 138Q: 3 clusters Score -1961545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1961547.250000 Penalty: 4734.261230
	Iteration 139Q: 3 clusters Score -1961547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1961547.250000 Penalty: 4734.261230
	Iteration 140F: 3 clusters Score -1961547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Entering Unmasked Estep 
Score: -5542187.500000 Penalty: 2605.847168
	Iteration 0F: 2 clusters Score -5542188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -5517506.000000 Penalty: 5211.694336
	Iteration 0F: 3 clusters Score -5517506 nChanged 16564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5526646.500000 Penalty: 5211.694336
	Iteration 1F: 3 clusters Score -5526646 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -5527299.000000 Penalty: 5211.694336
	Iteration 2Q: 3 clusters Score -5527299 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5528030.500000 Penalty: 5211.694336
	Iteration 3Q: 3 clusters Score -5528030 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5528951.500000 Penalty: 5211.694336
	Iteration 4F: 3 clusters Score -5528952 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5530060.000000 Penalty: 5211.694336
	Iteration 5F: 3 clusters Score -5530060 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -5531404.000000 Penalty: 5211.694336
	Iteration 6F: 3 clusters Score -5531404 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5532737.500000 Penalty: 5211.694336
	Iteration 7F: 3 clusters Score -5532738 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5534118.500000 Penalty: 5211.694336
	Iteration 8F: 3 clusters Score -5534118 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -5535432.500000 Penalty: 5211.694336
	Iteration 9F: 3 clusters Score -5535432 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -5536560.000000 Penalty: 5211.694336
	Iteration 10Q: 3 clusters Score -5536560 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5537494.500000 Penalty: 5211.694336
	Iteration 11Q: 3 clusters Score -5537494 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -5538251.500000 Penalty: 5211.694336
	Iteration 12Q: 3 clusters Score -5538252 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5538796.500000 Penalty: 5211.694336
	Iteration 13Q: 3 clusters Score -5538796 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5539199.000000 Penalty: 5211.694336
	Iteration 14Q: 3 clusters Score -5539199 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5539427.500000 Penalty: 5211.694336
	Iteration 15Q: 3 clusters Score -5539428 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -5539562.500000 Penalty: 5211.694336
	Iteration 16Q: 3 clusters Score -5539562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5539631.500000 Penalty: 5211.694336
	Iteration 17Q: 3 clusters Score -5539632 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5539686.500000 Penalty: 5211.694336
	Iteration 18Q: 3 clusters Score -5539686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5539750.500000 Penalty: 5211.694336
	Iteration 19Q: 3 clusters Score -5539750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5539796.000000 Penalty: 5211.694336
	Iteration 20F: 3 clusters Score -5539796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5539819.500000 Penalty: 5211.694336
	Iteration 21Q: 3 clusters Score -5539820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -5539842.500000 Penalty: 5211.694336
	Iteration 22Q: 3 clusters Score -5539842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5539884.000000 Penalty: 5211.694336
	Iteration 23Q: 3 clusters Score -5539884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5539906.500000 Penalty: 5211.694336
	Iteration 24Q: 3 clusters Score -5539906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -5539928.000000 Penalty: 5211.694336
	Iteration 25Q: 3 clusters Score -5539928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5539942.500000 Penalty: 5211.694336
	Iteration 26Q: 3 clusters Score -5539942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5539931.000000 Penalty: 5211.694336
	Iteration 27Q: 3 clusters Score -5539931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -5539938.500000 Penalty: 5211.694336
	Iteration 28Q: 3 clusters Score -5539938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5539953.000000 Penalty: 5211.694336
	Iteration 29Q: 3 clusters Score -5539953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5539959.500000 Penalty: 5211.694336
	Iteration 30Q: 3 clusters Score -5539960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5539968.000000 Penalty: 5211.694336
	Iteration 31Q: 3 clusters Score -5539968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5539972.500000 Penalty: 5211.694336
	Iteration 32Q: 3 clusters Score -5539972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5539977.500000 Penalty: 5211.694336
	Iteration 33Q: 3 clusters Score -5539978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5539978.000000 Penalty: 5211.694336
	Iteration 34Q: 3 clusters Score -5539978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -5539987.500000 Penalty: 5211.694336
	Iteration 35Q: 3 clusters Score -5539988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5539975.000000 Penalty: 5211.694336
	Iteration 36Q: 3 clusters Score -5539975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5539997.500000 Penalty: 5211.694336
	Iteration 37Q: 3 clusters Score -5539998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -5540013.500000 Penalty: 5211.694336
	Iteration 38Q: 3 clusters Score -5540014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -5540018.000000 Penalty: 5211.694336
	Iteration 39Q: 3 clusters Score -5540018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5540017.000000 Penalty: 5211.694336
	Iteration 40F: 3 clusters Score -5540017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5540023.500000 Penalty: 5211.694336
	Iteration 41Q: 3 clusters Score -5540024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5540026.000000 Penalty: 5211.694336
	Iteration 42Q: 3 clusters Score -5540026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5540033.500000 Penalty: 5211.694336
	Iteration 43Q: 3 clusters Score -5540034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5540035.500000 Penalty: 5211.694336
	Iteration 44Q: 3 clusters Score -5540036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5540037.000000 Penalty: 5211.694336
	Iteration 45Q: 3 clusters Score -5540037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -5540038.500000 Penalty: 5211.694336
	Iteration 46Q: 3 clusters Score -5540038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5540040.500000 Penalty: 5211.694336
	Iteration 47Q: 3 clusters Score -5540040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5540043.000000 Penalty: 5211.694336
	Iteration 48Q: 3 clusters Score -5540043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -5540044.500000 Penalty: 5211.694336
	Iteration 49Q: 3 clusters Score -5540044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5540048.500000 Penalty: 5211.694336
	Iteration 50Q: 3 clusters Score -5540048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -5540040.000000 Penalty: 5211.694336
	Iteration 51Q: 3 clusters Score -5540040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -5540040.000000 Penalty: 5211.694336
	Iteration 52F: 3 clusters Score -5540040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -713783.375000 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -713783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -709230.750000 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -709230.8 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -710405.375000 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -710405.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -710767.437500 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -710767.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -711036.687500 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -711036.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -711250.250000 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -711250.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -711407.812500 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -711407.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -711492.875000 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -711492.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -711582.125000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -711582.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -711660.437500 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -711660.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -711731.062500 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -711731.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -711796.812500 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -711796.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -711844.250000 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -711844.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -711881.875000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -711881.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -711912.125000 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -711912.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -711949.000000 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -711949 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -711978.000000 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -711978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -712004.437500 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -712004.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -712029.000000 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -712029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -712045.937500 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -712045.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -712061.812500 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -712061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -712075.375000 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -712075.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -712091.562500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -712091.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -712109.937500 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -712109.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -712128.750000 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -712128.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -712153.562500 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -712153.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -712176.375000 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -712176.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -712196.187500 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -712196.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -712217.437500 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -712217.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -712234.812500 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -712234.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -712249.687500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -712249.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -712268.562500 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -712268.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -712283.375000 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -712283.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -712294.562500 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -712294.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -712304.875000 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -712304.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -712318.625000 Penalty: 4233.181641
	Iteration 34Q: 3 clusters Score -712318.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -712324.625000 Penalty: 4233.181641
	Iteration 35Q: 3 clusters Score -712324.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -712337.875000 Penalty: 4233.181641
	Iteration 36Q: 3 clusters Score -712337.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -712346.750000 Penalty: 4233.181641
	Iteration 37Q: 3 clusters Score -712346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -712354.437500 Penalty: 4233.181641
	Iteration 38Q: 3 clusters Score -712354.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -712361.937500 Penalty: 4233.181641
	Iteration 39Q: 3 clusters Score -712361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -712365.250000 Penalty: 4233.181641
	Iteration 40F: 3 clusters Score -712365.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -712371.625000 Penalty: 4233.181641
	Iteration 41Q: 3 clusters Score -712371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -712374.875000 Penalty: 4233.181641
	Iteration 42Q: 3 clusters Score -712374.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -712380.000000 Penalty: 4233.181641
	Iteration 43Q: 3 clusters Score -712380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -712389.562500 Penalty: 4233.181641
	Iteration 44Q: 3 clusters Score -712389.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -712399.187500 Penalty: 4233.181641
	Iteration 45Q: 3 clusters Score -712399.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -712406.500000 Penalty: 4233.181641
	Iteration 46Q: 3 clusters Score -712406.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -712415.500000 Penalty: 4233.181641
	Iteration 47Q: 3 clusters Score -712415.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -712421.250000 Penalty: 4233.181641
	Iteration 48Q: 3 clusters Score -712421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -712428.312500 Penalty: 4233.181641
	Iteration 49Q: 3 clusters Score -712428.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -712433.000000 Penalty: 4233.181641
	Iteration 50Q: 3 clusters Score -712433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -712439.250000 Penalty: 4233.181641
	Iteration 51Q: 3 clusters Score -712439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -712446.812500 Penalty: 4233.181641
	Iteration 52Q: 3 clusters Score -712446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -712452.375000 Penalty: 4233.181641
	Iteration 53Q: 3 clusters Score -712452.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -712459.062500 Penalty: 4233.181641
	Iteration 54Q: 3 clusters Score -712459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -712466.062500 Penalty: 4233.181641
	Iteration 55Q: 3 clusters Score -712466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -712470.750000 Penalty: 4233.181641
	Iteration 56Q: 3 clusters Score -712470.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -712474.687500 Penalty: 4233.181641
	Iteration 57Q: 3 clusters Score -712474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -712476.375000 Penalty: 4233.181641
	Iteration 58Q: 3 clusters Score -712476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -712477.937500 Penalty: 4233.181641
	Iteration 59Q: 3 clusters Score -712477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -712477.937500 Penalty: 4233.181641
	Iteration 60F: 3 clusters Score -712477.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -73550.960938 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -73550.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72101.906250 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -72101.91 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72575.968750 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -72575.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73146.398438 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -73146.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -73438.492188 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -73438.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -73875.343750 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -73875.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -73999.328125 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -73999.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74055.078125 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -74055.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -74055.078125 Penalty: 3137.770020
	Iteration 7F: 3 clusters Score -74055.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 110163 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 176 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104157208.000000 Penalty: 126803.226562
Splitting cluster 27 changes total score from -104159032.000000 to -104157208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -617230.250000 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -617230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -612912.687500 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -612912.7 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614240.625000 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -614240.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -614937.375000 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -614937.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -615748.562500 Penalty: 4199.190430
	Iteration 3F: 3 clusters Score -615748.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -616322.125000 Penalty: 4199.190430
	Iteration 4F: 3 clusters Score -616322.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -616661.312500 Penalty: 4199.190430
	Iteration 5F: 3 clusters Score -616661.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -616817.062500 Penalty: 4199.190430
	Iteration 6Q: 3 clusters Score -616817.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -616902.562500 Penalty: 4199.190430
	Iteration 7Q: 3 clusters Score -616902.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -616949.750000 Penalty: 4199.190430
	Iteration 8Q: 3 clusters Score -616949.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -616989.312500 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -616989.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -617014.000000 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -617014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -617036.312500 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -617036.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -617062.687500 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -617062.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -617094.562500 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -617094.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -617115.500000 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -617115.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -617134.437500 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -617134.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -617150.875000 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -617150.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -617177.812500 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -617177.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -617199.125000 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -617199.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -617224.250000 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -617224.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -617265.000000 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -617265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -617316.062500 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -617316.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -617351.562500 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -617351.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -617363.750000 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -617363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -617368.750000 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -617368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -617371.500000 Penalty: 4199.190430
	Iteration 25Q: 3 clusters Score -617371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -617374.687500 Penalty: 4199.190430
	Iteration 26Q: 3 clusters Score -617374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -617376.812500 Penalty: 4199.190430
	Iteration 27Q: 3 clusters Score -617376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -617381.875000 Penalty: 4199.190430
	Iteration 28Q: 3 clusters Score -617381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -617383.875000 Penalty: 4199.190430
	Iteration 29Q: 3 clusters Score -617383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -617384.687500 Penalty: 4199.190430
	Iteration 30Q: 3 clusters Score -617384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -617387.750000 Penalty: 4199.190430
	Iteration 31Q: 3 clusters Score -617387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -617388.625000 Penalty: 4199.190430
	Iteration 32Q: 3 clusters Score -617388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -617389.187500 Penalty: 4199.190430
	Iteration 33Q: 3 clusters Score -617389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -617389.187500 Penalty: 4199.190430
	Iteration 34F: 3 clusters Score -617389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 110163 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 1649 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104157752.000000 Penalty: 126803.226562
Splitting cluster 28 changes total score from -104159032.000000 to -104157752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -222871.875000 Penalty: 1825.147949
	Iteration 0F: 2 clusters Score -222871.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -220556.484375 Penalty: 3650.295898
	Iteration 0F: 3 clusters Score -220556.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221019.984375 Penalty: 3650.295898
	Iteration 1F: 3 clusters Score -221020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221151.000000 Penalty: 3650.295898
	Iteration 2F: 3 clusters Score -221151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -221244.937500 Penalty: 3650.295898
	Iteration 3F: 3 clusters Score -221244.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221305.046875 Penalty: 3650.295898
	Iteration 4Q: 3 clusters Score -221305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221369.312500 Penalty: 3650.295898
	Iteration 5Q: 3 clusters Score -221369.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221440.953125 Penalty: 3650.295898
	Iteration 6Q: 3 clusters Score -221441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221522.031250 Penalty: 3650.295898
	Iteration 7Q: 3 clusters Score -221522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221601.687500 Penalty: 3650.295898
	Iteration 8Q: 3 clusters Score -221601.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221664.843750 Penalty: 3650.295898
	Iteration 9Q: 3 clusters Score -221664.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221709.375000 Penalty: 3650.295898
	Iteration 10Q: 3 clusters Score -221709.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221748.093750 Penalty: 3650.295898
	Iteration 11Q: 3 clusters Score -221748.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -221822.500000 Penalty: 3650.295898
	Iteration 12Q: 3 clusters Score -221822.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221918.937500 Penalty: 3650.295898
	Iteration 13Q: 3 clusters Score -221918.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221982.968750 Penalty: 3650.295898
	Iteration 14Q: 3 clusters Score -221983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -222047.468750 Penalty: 3650.295898
	Iteration 15Q: 3 clusters Score -222047.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -222115.500000 Penalty: 3650.295898
	Iteration 16Q: 3 clusters Score -222115.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -222155.515625 Penalty: 3650.295898
	Iteration 17Q: 3 clusters Score -222155.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222185.796875 Penalty: 3650.295898
	Iteration 18Q: 3 clusters Score -222185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222201.140625 Penalty: 3650.295898
	Iteration 19Q: 3 clusters Score -222201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -222234.921875 Penalty: 3650.295898
	Iteration 20F: 3 clusters Score -222234.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222313.765625 Penalty: 3650.295898
	Iteration 21Q: 3 clusters Score -222313.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -222416.796875 Penalty: 3650.295898
	Iteration 22Q: 3 clusters Score -222416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -222474.218750 Penalty: 3650.295898
	Iteration 23Q: 3 clusters Score -222474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -222513.437500 Penalty: 3650.295898
	Iteration 24Q: 3 clusters Score -222513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222535.656250 Penalty: 3650.295898
	Iteration 25Q: 3 clusters Score -222535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -222543.453125 Penalty: 3650.295898
	Iteration 26Q: 3 clusters Score -222543.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -222552.078125 Penalty: 3650.295898
	Iteration 27Q: 3 clusters Score -222552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -222552.078125 Penalty: 3650.295898
	Iteration 28F: 3 clusters Score -222552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -2348429.750000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -2348430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2337342.000000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -2337342 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2340967.500000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -2340968 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2341512.750000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -2341513 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2342108.750000 Penalty: 4782.943359
	Iteration 3F: 3 clusters Score -2342109 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2342770.000000 Penalty: 4782.943359
	Iteration 4F: 3 clusters Score -2342770 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2343572.250000 Penalty: 4782.943359
	Iteration 5F: 3 clusters Score -2343572 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2344460.000000 Penalty: 4782.943359
	Iteration 6F: 3 clusters Score -2344460 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2345259.750000 Penalty: 4782.943359
	Iteration 7F: 3 clusters Score -2345260 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2345819.750000 Penalty: 4782.943359
	Iteration 8F: 3 clusters Score -2345820 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2346141.000000 Penalty: 4782.943359
	Iteration 9Q: 3 clusters Score -2346141 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2346346.750000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -2346347 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2346478.750000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -2346479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2346544.000000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -2346544 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2346580.750000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -2346581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2346602.750000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -2346603 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2346617.750000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -2346618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2346629.750000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -2346630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2346638.500000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -2346638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2346649.250000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -2346649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2346657.250000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -2346657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2346660.250000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -2346660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2346662.750000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -2346663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2346666.500000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -2346666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2346675.000000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -2346675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2346681.500000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -2346682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2346680.750000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -2346681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2346678.750000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -2346679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2346682.000000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -2346682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2346692.000000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -2346692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2346695.500000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -2346696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2346698.750000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -2346699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2346702.250000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -2346702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2346706.000000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -2346706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2346708.500000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -2346708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2346707.500000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -2346708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2346704.250000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -2346704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2346712.500000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -2346712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2346714.750000 Penalty: 4782.943359
	Iteration 37Q: 3 clusters Score -2346715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2346713.000000 Penalty: 4782.943359
	Iteration 38Q: 3 clusters Score -2346713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2346713.750000 Penalty: 4782.943359
	Iteration 39Q: 3 clusters Score -2346714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2346712.000000 Penalty: 4782.943359
	Iteration 40F: 3 clusters Score -2346712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2346712.250000 Penalty: 4782.943359
	Iteration 41Q: 3 clusters Score -2346712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2346712.500000 Penalty: 4782.943359
	Iteration 42Q: 3 clusters Score -2346712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2346713.500000 Penalty: 4782.943359
	Iteration 43Q: 3 clusters Score -2346714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2346715.250000 Penalty: 4782.943359
	Iteration 44Q: 3 clusters Score -2346715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2346719.250000 Penalty: 4782.943359
	Iteration 45Q: 3 clusters Score -2346719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2346717.250000 Penalty: 4782.943359
	Iteration 46Q: 3 clusters Score -2346717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2346721.500000 Penalty: 4782.943359
	Iteration 47Q: 3 clusters Score -2346722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2346719.250000 Penalty: 4782.943359
	Iteration 48Q: 3 clusters Score -2346719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2346725.250000 Penalty: 4782.943359
	Iteration 49Q: 3 clusters Score -2346725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2346728.500000 Penalty: 4782.943359
	Iteration 50Q: 3 clusters Score -2346728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2346728.750000 Penalty: 4782.943359
	Iteration 51Q: 3 clusters Score -2346729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2346726.000000 Penalty: 4782.943359
	Iteration 52Q: 3 clusters Score -2346726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2346734.250000 Penalty: 4782.943359
	Iteration 53Q: 3 clusters Score -2346734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2346733.250000 Penalty: 4782.943359
	Iteration 54Q: 3 clusters Score -2346733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2346738.750000 Penalty: 4782.943359
	Iteration 55Q: 3 clusters Score -2346739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2346740.250000 Penalty: 4782.943359
	Iteration 56Q: 3 clusters Score -2346740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2346741.750000 Penalty: 4782.943359
	Iteration 57Q: 3 clusters Score -2346742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2346741.750000 Penalty: 4782.943359
	Iteration 58F: 3 clusters Score -2346742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -88895.265625 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -88895.27 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 359 members 
Entering Unmasked Estep 
Score: -87290.867188 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -87290.87 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88091.539062 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -88091.54 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88396.984375 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -88396.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88534.796875 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -88534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -88615.492188 Penalty: 3276.898682
	Iteration 4Q: 3 clusters Score -88615.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -88667.242188 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -88667.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88720.929688 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -88720.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88774.804688 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -88774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88808.609375 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -88808.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88818.937500 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -88818.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -88831.320312 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -88831.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -88834.945312 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -88834.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -88839.242188 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -88839.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -88839.242188 Penalty: 3276.898682
	Iteration 13F: 3 clusters Score -88839.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (111138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Entering Unmasked Estep 
Score: -17148914.000000 Penalty: 2881.395020
	Iteration 0F: 2 clusters Score -1.714891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -17076672.000000 Penalty: 5762.790039
	Iteration 0F: 3 clusters Score -1.707667e+07 nChanged 52754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -17106528.000000 Penalty: 5762.790039
	Iteration 1F: 3 clusters Score -1.710653e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -17107446.000000 Penalty: 5762.790039
	Iteration 2Q: 3 clusters Score -1.710745e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -17108550.000000 Penalty: 5762.790039
	Iteration 3Q: 3 clusters Score -1.710855e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -17110136.000000 Penalty: 5762.790039
	Iteration 4Q: 3 clusters Score -1.711014e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -17112688.000000 Penalty: 5762.790039
	Iteration 5Q: 3 clusters Score -1.711269e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -17116724.000000 Penalty: 5762.790039
	Iteration 6F: 3 clusters Score -1.711672e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -17122534.000000 Penalty: 5762.790039
	Iteration 7F: 3 clusters Score -1.712253e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -17129498.000000 Penalty: 5762.790039
	Iteration 8F: 3 clusters Score -1.71295e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -17135950.000000 Penalty: 5762.790039
	Iteration 9F: 3 clusters Score -1.713595e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -17140334.000000 Penalty: 5762.790039
	Iteration 10Q: 3 clusters Score -1.714033e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -17143042.000000 Penalty: 5762.790039
	Iteration 11Q: 3 clusters Score -1.714304e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -17144466.000000 Penalty: 5762.790039
	Iteration 12Q: 3 clusters Score -1.714447e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107020 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -17145282.000000 Penalty: 5762.790039
	Iteration 13Q: 3 clusters Score -1.714528e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -17145802.000000 Penalty: 5762.790039
	Iteration 14Q: 3 clusters Score -1.71458e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108472 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -17146160.000000 Penalty: 5762.790039
	Iteration 15Q: 3 clusters Score -1.714616e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -17146378.000000 Penalty: 5762.790039
	Iteration 16Q: 3 clusters Score -1.714638e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -17146534.000000 Penalty: 5762.790039
	Iteration 17Q: 3 clusters Score -1.714653e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17146676.000000 Penalty: 5762.790039
	Iteration 18Q: 3 clusters Score -1.714668e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17146694.000000 Penalty: 5762.790039
	Iteration 19Q: 3 clusters Score -1.714669e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109670 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -17146728.000000 Penalty: 5762.790039
	Iteration 20F: 3 clusters Score -1.714673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17146752.000000 Penalty: 5762.790039
	Iteration 21Q: 3 clusters Score -1.714675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17146798.000000 Penalty: 5762.790039
	Iteration 22Q: 3 clusters Score -1.71468e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -17146834.000000 Penalty: 5762.790039
	Iteration 23Q: 3 clusters Score -1.714683e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -17146826.000000 Penalty: 5762.790039
	Iteration 24Q: 3 clusters Score -1.714683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17146840.000000 Penalty: 5762.790039
	Iteration 25Q: 3 clusters Score -1.714684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -17146856.000000 Penalty: 5762.790039
	Iteration 26Q: 3 clusters Score -1.714686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -17146852.000000 Penalty: 5762.790039
	Iteration 27Q: 3 clusters Score -1.714685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17146856.000000 Penalty: 5762.790039
	Iteration 28Q: 3 clusters Score -1.714686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17146868.000000 Penalty: 5762.790039
	Iteration 29Q: 3 clusters Score -1.714687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -17146876.000000 Penalty: 5762.790039
	Iteration 30Q: 3 clusters Score -1.714688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -17146900.000000 Penalty: 5762.790039
	Iteration 31Q: 3 clusters Score -1.71469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -17146908.000000 Penalty: 5762.790039
	Iteration 32Q: 3 clusters Score -1.714691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17146910.000000 Penalty: 5762.790039
	Iteration 33Q: 3 clusters Score -1.714691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -17146908.000000 Penalty: 5762.790039
	Iteration 34Q: 3 clusters Score -1.714691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -17146908.000000 Penalty: 5762.790039
	Iteration 35Q: 3 clusters Score -1.714691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110165 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17146916.000000 Penalty: 5762.790039
	Iteration 36Q: 3 clusters Score -1.714692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17146934.000000 Penalty: 5762.790039
	Iteration 37Q: 3 clusters Score -1.714693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -17146922.000000 Penalty: 5762.790039
	Iteration 38Q: 3 clusters Score -1.714692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17146928.000000 Penalty: 5762.790039
	Iteration 39Q: 3 clusters Score -1.714693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17146936.000000 Penalty: 5762.790039
	Iteration 40F: 3 clusters Score -1.714694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17146942.000000 Penalty: 5762.790039
	Iteration 41Q: 3 clusters Score -1.714694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110194 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -17146940.000000 Penalty: 5762.790039
	Iteration 42Q: 3 clusters Score -1.714694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -17146928.000000 Penalty: 5762.790039
	Iteration 43Q: 3 clusters Score -1.714693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -17146930.000000 Penalty: 5762.790039
	Iteration 44Q: 3 clusters Score -1.714693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17146938.000000 Penalty: 5762.790039
	Iteration 45Q: 3 clusters Score -1.714694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -17146936.000000 Penalty: 5762.790039
	Iteration 46Q: 3 clusters Score -1.714694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17146946.000000 Penalty: 5762.790039
	Iteration 47Q: 3 clusters Score -1.714695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -17146940.000000 Penalty: 5762.790039
	Iteration 48Q: 3 clusters Score -1.714694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17146932.000000 Penalty: 5762.790039
	Iteration 49Q: 3 clusters Score -1.714693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17146932.000000 Penalty: 5762.790039
	Iteration 50F: 3 clusters Score -1.714693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -250115.828125 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -250115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -247707.828125 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -247707.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -248232.484375 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -248232.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -248488.609375 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -248488.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248661.656250 Penalty: 3698.401611
	Iteration 3F: 3 clusters Score -248661.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -248786.718750 Penalty: 3698.401611
	Iteration 4F: 3 clusters Score -248786.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -248866.968750 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -248867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -248954.015625 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -248954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -249029.093750 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -249029.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -249084.281250 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -249084.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -249127.234375 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -249127.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -249162.406250 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -249162.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -249184.078125 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -249184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -249198.343750 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -249198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -249201.937500 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -249201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -249203.687500 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -249203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -249203.687500 Penalty: 3698.401611
	Iteration 15F: 3 clusters Score -249203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -1468607.500000 Penalty: 2277.732910
	Iteration 0F: 2 clusters Score -1468608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1461031.750000 Penalty: 4555.465820
	Iteration 0F: 3 clusters Score -1461032 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1463252.750000 Penalty: 4555.465820
	Iteration 1F: 3 clusters Score -1463253 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1463620.500000 Penalty: 4555.465820
	Iteration 2F: 3 clusters Score -1463620 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1463957.000000 Penalty: 4555.465820
	Iteration 3F: 3 clusters Score -1463957 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1464271.500000 Penalty: 4555.465820
	Iteration 4F: 3 clusters Score -1464272 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1464572.500000 Penalty: 4555.465820
	Iteration 5F: 3 clusters Score -1464572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1464825.875000 Penalty: 4555.465820
	Iteration 6Q: 3 clusters Score -1464826 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1465053.000000 Penalty: 4555.465820
	Iteration 7Q: 3 clusters Score -1465053 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1465250.000000 Penalty: 4555.465820
	Iteration 8Q: 3 clusters Score -1465250 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1465457.500000 Penalty: 4555.465820
	Iteration 9Q: 3 clusters Score -1465458 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1465676.125000 Penalty: 4555.465820
	Iteration 10Q: 3 clusters Score -1465676 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1465921.500000 Penalty: 4555.465820
	Iteration 11Q: 3 clusters Score -1465922 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1466168.625000 Penalty: 4555.465820
	Iteration 12Q: 3 clusters Score -1466169 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1466383.375000 Penalty: 4555.465820
	Iteration 13Q: 3 clusters Score -1466383 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1466609.375000 Penalty: 4555.465820
	Iteration 14Q: 3 clusters Score -1466609 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1466791.000000 Penalty: 4555.465820
	Iteration 15Q: 3 clusters Score -1466791 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1466959.250000 Penalty: 4555.465820
	Iteration 16Q: 3 clusters Score -1466959 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1467129.125000 Penalty: 4555.465820
	Iteration 17Q: 3 clusters Score -1467129 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1467299.500000 Penalty: 4555.465820
	Iteration 18Q: 3 clusters Score -1467300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1467455.750000 Penalty: 4555.465820
	Iteration 19Q: 3 clusters Score -1467456 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1467601.625000 Penalty: 4555.465820
	Iteration 20F: 3 clusters Score -1467602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1467703.875000 Penalty: 4555.465820
	Iteration 21Q: 3 clusters Score -1467704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1467755.625000 Penalty: 4555.465820
	Iteration 22Q: 3 clusters Score -1467756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1467799.875000 Penalty: 4555.465820
	Iteration 23Q: 3 clusters Score -1467800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1467813.875000 Penalty: 4555.465820
	Iteration 24Q: 3 clusters Score -1467814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1467825.125000 Penalty: 4555.465820
	Iteration 25Q: 3 clusters Score -1467825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1467834.625000 Penalty: 4555.465820
	Iteration 26Q: 3 clusters Score -1467835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1467838.250000 Penalty: 4555.465820
	Iteration 27Q: 3 clusters Score -1467838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1467845.250000 Penalty: 4555.465820
	Iteration 28Q: 3 clusters Score -1467845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1467852.500000 Penalty: 4555.465820
	Iteration 29Q: 3 clusters Score -1467852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1467852.875000 Penalty: 4555.465820
	Iteration 30Q: 3 clusters Score -1467853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1467851.000000 Penalty: 4555.465820
	Iteration 31Q: 3 clusters Score -1467851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1467851.000000 Penalty: 4555.465820
	Iteration 32F: 3 clusters Score -1467851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118564.578125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116758.335938 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116758.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117278.523438 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117278.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117608.476562 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117608.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117954.421875 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -117954.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -118432.562500 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -118432.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118802.523438 Penalty: 3381.100830
	Iteration 5F: 3 clusters Score -118802.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -118910.625000 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -118910.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -118962.085938 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -118962.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119015.476562 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -119015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119087.218750 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -119087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119118.414062 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -119118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119166.968750 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -119167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119168.250000 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -119168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119168.250000 Penalty: 3381.100830
	Iteration 13F: 3 clusters Score -119168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 110163 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 237 members 
Mstep: Class 36 contains 676 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
Score: -104157848.000000 Penalty: 126803.226562
Splitting cluster 35 changes total score from -104159032.000000 to -104157848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -55976.261719 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -55976.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -54639.429688 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -54639.43 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54923.632812 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -54923.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55050.968750 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -55050.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55071.558594 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -55071.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55110.230469 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -55110.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55132.128906 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -55132.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55150.015625 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -55150.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55162.726562 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -55162.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55164.546875 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -55164.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55164.546875 Penalty: 3033.482422
	Iteration 9F: 3 clusters Score -55164.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -98749.640625 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -98749.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97009.343750 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -97009.34 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97260.796875 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -97260.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97364.843750 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -97364.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97433.593750 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -97433.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97485.742188 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -97485.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97574.570312 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -97574.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97616.859375 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -97616.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97653.640625 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -97653.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97692.296875 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -97692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97752.695312 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -97752.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97809.273438 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -97809.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97864.328125 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -97864.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97916.046875 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -97916.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -97980.625000 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -97980.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98041.226562 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -98041.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98097.242188 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -98097.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98122.234375 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -98122.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98142.796875 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -98142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98158.968750 Penalty: 3267.424805
	Iteration 18Q: 3 clusters Score -98158.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98186.718750 Penalty: 3267.424805
	Iteration 19Q: 3 clusters Score -98186.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98202.476562 Penalty: 3267.424805
	Iteration 20F: 3 clusters Score -98202.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98213.109375 Penalty: 3267.424805
	Iteration 21Q: 3 clusters Score -98213.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98232.062500 Penalty: 3267.424805
	Iteration 22Q: 3 clusters Score -98232.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98263.039062 Penalty: 3267.424805
	Iteration 23Q: 3 clusters Score -98263.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98323.625000 Penalty: 3267.424805
	Iteration 24Q: 3 clusters Score -98323.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98386.554688 Penalty: 3267.424805
	Iteration 25Q: 3 clusters Score -98386.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98454.312500 Penalty: 3267.424805
	Iteration 26Q: 3 clusters Score -98454.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98520.046875 Penalty: 3267.424805
	Iteration 27Q: 3 clusters Score -98520.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98527.726562 Penalty: 3267.424805
	Iteration 28Q: 3 clusters Score -98527.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98527.726562 Penalty: 3267.424805
	Iteration 29F: 3 clusters Score -98527.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132043 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 22401 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 110163 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 38757 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25253 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111138 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158832.000000 Penalty: 123466.296875
Iteration 479Q: 38 clusters Score -1.041588e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132141 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11715 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3650 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 21930 members 
Mstep: Class 14 contains 15005 members 
Mstep: Class 15 contains 22141 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 110102 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 38918 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25258 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36587 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111470 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158720.000000 Penalty: 123466.296875
Iteration 480F: 38 clusters Score -1.041587e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 132211 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42559 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 21446 members 
Mstep: Class 14 contains 14998 members 
Mstep: Class 15 contains 22134 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18588 members 
Mstep: Class 19 contains 110024 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 39086 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 36583 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 111869 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158368.000000 Penalty: 123466.296875
Iteration 481Q: 38 clusters Score -1.041584e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 132335 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42558 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 11717 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3633 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 20979 members 
Mstep: Class 14 contains 14997 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18539 members 
Mstep: Class 19 contains 109836 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 39239 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25268 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36588 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 112295 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157936.000000 Penalty: 123466.296875
Iteration 482Q: 38 clusters Score -1.041579e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 132390 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42554 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 20557 members 
Mstep: Class 14 contains 14996 members 
Mstep: Class 15 contains 22119 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18503 members 
Mstep: Class 19 contains 109651 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 39402 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25268 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 112721 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157616.000000 Penalty: 123466.296875
Iteration 483Q: 38 clusters Score -1.041576e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 132415 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42547 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 20189 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 22122 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18465 members 
Mstep: Class 19 contains 109486 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 39553 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25267 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36603 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 113135 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157648.000000 Penalty: 123466.296875
Iteration 484Q: 38 clusters Score -1.041576e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 132377 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42540 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11714 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 19778 members 
Mstep: Class 14 contains 14987 members 
Mstep: Class 15 contains 22127 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 18420 members 
Mstep: Class 19 contains 109306 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 39718 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25272 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36604 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 113651 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157432.000000 Penalty: 123466.296875
Iteration 485Q: 38 clusters Score -1.041574e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 132318 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42536 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 19385 members 
Mstep: Class 14 contains 14981 members 
Mstep: Class 15 contains 22131 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18379 members 
Mstep: Class 19 contains 109172 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 39875 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25272 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36607 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 114150 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157552.000000 Penalty: 123466.296875
Iteration 486Q: 38 clusters Score -1.041576e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2060 members 
Mstep: Class 3 contains 132168 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42535 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18342 members 
Mstep: Class 19 contains 109072 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 40035 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25278 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36609 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15414 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 114639 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157344.000000 Penalty: 123466.296875
Iteration 487Q: 38 clusters Score -1.041573e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 131979 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42534 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22130 members 
Mstep: Class 16 contains 5718 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18332 members 
Mstep: Class 19 contains 108950 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 40206 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25279 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 115131 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157168.000000 Penalty: 123466.296875
Iteration 488Q: 38 clusters Score -1.041572e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 131753 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42537 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 18386 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 22144 members 
Mstep: Class 16 contains 5714 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18321 members 
Mstep: Class 19 contains 108889 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 40399 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25281 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 115552 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157280.000000 Penalty: 123466.296875
Iteration 489Q: 38 clusters Score -1.041573e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 131479 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42530 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11693 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 4212 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 18050 members 
Mstep: Class 14 contains 15010 members 
Mstep: Class 15 contains 22149 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 108928 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 40580 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25286 members 
Mstep: Class 24 contains 13974 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 115971 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156976.000000 Penalty: 123466.296875
Iteration 490Q: 38 clusters Score -1.04157e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 131203 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42529 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11694 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 17738 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 22156 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 18271 members 
Mstep: Class 19 contains 108894 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 40744 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25288 members 
Mstep: Class 24 contains 13975 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 5092 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 116447 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156776.000000 Penalty: 123466.296875
Iteration 491Q: 38 clusters Score -1.041568e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 130956 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42527 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11696 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 17433 members 
Mstep: Class 14 contains 15024 members 
Mstep: Class 15 contains 22159 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 18247 members 
Mstep: Class 19 contains 108873 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 40883 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 13976 members 
Mstep: Class 25 contains 36625 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 116899 members 
Mstep: Class 33 contains 1732 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156472.000000 Penalty: 123466.296875
Iteration 492Q: 38 clusters Score -1.041565e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 130737 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42529 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 17120 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 22159 members 
Mstep: Class 16 contains 5700 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 18230 members 
Mstep: Class 19 contains 108873 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 41031 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25289 members 
Mstep: Class 24 contains 13977 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 117291 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156296.000000 Penalty: 123466.296875
Iteration 493Q: 38 clusters Score -1.041563e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 130520 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42532 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 11703 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 16837 members 
Mstep: Class 14 contains 15029 members 
Mstep: Class 15 contains 22165 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18213 members 
Mstep: Class 19 contains 108879 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 41177 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25298 members 
Mstep: Class 24 contains 13980 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 117661 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155992.000000 Penalty: 123466.296875
Iteration 494Q: 38 clusters Score -1.04156e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 130280 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42532 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 16510 members 
Mstep: Class 14 contains 15025 members 
Mstep: Class 15 contains 22172 members 
Mstep: Class 16 contains 5693 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18202 members 
Mstep: Class 19 contains 108937 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 41340 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 36622 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 118027 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155952.000000 Penalty: 123466.296875
Iteration 495Q: 38 clusters Score -1.04156e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 130117 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42536 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3453 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 16160 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 22178 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18167 members 
Mstep: Class 19 contains 109026 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 41504 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25308 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 36620 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4744 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 118333 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155608.000000 Penalty: 123466.296875
Iteration 496Q: 38 clusters Score -1.041556e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 129978 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42539 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 22182 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 109109 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 41662 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25317 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 36619 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 118603 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155368.000000 Penalty: 123466.296875
Iteration 497Q: 38 clusters Score -1.041554e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 129877 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42545 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 14 contains 15031 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 15624 members 
Mstep: Class 18 contains 18099 members 
Mstep: Class 19 contains 109189 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 41819 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25327 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 118819 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154944.000000 Penalty: 123466.296875
Iteration 498Q: 38 clusters Score -1.041549e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2113 members 
Mstep: Class 3 contains 129834 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42545 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 15172 members 
Mstep: Class 14 contains 15036 members 
Mstep: Class 15 contains 22177 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 18063 members 
Mstep: Class 19 contains 109278 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 41955 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25333 members 
Mstep: Class 24 contains 13983 members 
Mstep: Class 25 contains 36618 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 118996 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154656.000000 Penalty: 123466.296875
Iteration 499Q: 38 clusters Score -1.041547e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 129749 members 
Mstep: Class 4 contains 202 members 
Mstep: Class 5 contains 42546 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 15042 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 18026 members 
Mstep: Class 19 contains 109426 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 42105 members 
Mstep: Class 22 contains 363 members 
Mstep: Class 23 contains 25336 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 36616 members 
Mstep: Class 26 contains 5086 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 4745 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 119130 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 37 contains 453 members 
Mstep: Class 38 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154160.000000 Penalty: 123466.296875
Iteration 500F: 38 clusters Score -1.041542e+08 nChanged 1353
Maximum iterations exceeded
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -314780672.000000 Penalty: 133547.171875
20->38 Clusters: Score -314780672.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 35054 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 34412 members 
Mstep: Class 5 contains 34997 members 
Mstep: Class 6 contains 34839 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 34903 members 
Mstep: Class 9 contains 34933 members 
Mstep: Class 10 contains 34818 members 
Mstep: Class 11 contains 34808 members 
Mstep: Class 12 contains 34904 members 
Mstep: Class 13 contains 34780 members 
Mstep: Class 14 contains 34849 members 
Mstep: Class 15 contains 34777 members 
Mstep: Class 16 contains 34659 members 
Mstep: Class 17 contains 35086 members 
Mstep: Class 18 contains 34790 members 
Mstep: Class 19 contains 35134 members 
Mstep: Class 20 contains 34796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2657.679688 but Gain 3336.925781
Score: -97595448.000000 Penalty: 63401.613281
Iteration 0F: 20 clusters Score -9.759545e+07 nChanged 662297
Entering Unmasked Mstep 
Mstep: Class 0 contains 3485 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 47352 members 
Mstep: Class 3 contains 23710 members 
Mstep: Class 4 contains 306420 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 22681 members 
Mstep: Class 7 contains 26377 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 25713 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 9512 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 13076 members 
Mstep: Class 15 contains 4298 members 
Mstep: Class 16 contains 114998 members 
Mstep: Class 18 contains 34262 members 
Mstep: Class 19 contains 11033 members 
Mstep: Class 20 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2497.499023 but Gain 3336.925781
Score: -101761208.000000 Penalty: 60064.687500
Iteration 1F: 19 clusters Score -1.017612e+08 nChanged 259878
Entering Unmasked Mstep 
Mstep: Class 0 contains 2785 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 38547 members 
Mstep: Class 3 contains 22435 members 
Mstep: Class 4 contains 363684 members 
Mstep: Class 5 contains 10994 members 
Mstep: Class 6 contains 31515 members 
Mstep: Class 7 contains 14274 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 2923 members 
Mstep: Class 11 contains 6469 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 6934 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 118880 members 
Mstep: Class 18 contains 25122 members 
Mstep: Class 19 contains 6664 members 
Mstep: Class 20 contains 13275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102586264.000000 Penalty: 60064.687500
Iteration 2F: 19 clusters Score -1.025863e+08 nChanged 160368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2413 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 42582 members 
Mstep: Class 3 contains 21966 members 
Mstep: Class 4 contains 333049 members 
Mstep: Class 5 contains 18810 members 
Mstep: Class 6 contains 40798 members 
Mstep: Class 7 contains 9104 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 11487 members 
Mstep: Class 12 contains 10486 members 
Mstep: Class 13 contains 4213 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 131096 members 
Mstep: Class 18 contains 32382 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 11840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103200536.000000 Penalty: 60064.687500
Iteration 3F: 19 clusters Score -1.032005e+08 nChanged 112516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1546 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 42614 members 
Mstep: Class 3 contains 17692 members 
Mstep: Class 4 contains 329592 members 
Mstep: Class 5 contains 20682 members 
Mstep: Class 6 contains 40725 members 
Mstep: Class 7 contains 8839 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 23427 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 119434 members 
Mstep: Class 18 contains 38342 members 
Mstep: Class 19 contains 6763 members 
Mstep: Class 20 contains 11380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103545672.000000 Penalty: 60064.687500
Iteration 4F: 19 clusters Score -1.035457e+08 nChanged 79490
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 40231 members 
Mstep: Class 3 contains 13938 members 
Mstep: Class 4 contains 322669 members 
Mstep: Class 5 contains 20420 members 
Mstep: Class 6 contains 37014 members 
Mstep: Class 7 contains 10179 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 3177 members 
Mstep: Class 11 contains 36490 members 
Mstep: Class 12 contains 12029 members 
Mstep: Class 13 contains 8545 members 
Mstep: Class 14 contains 6273 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 114223 members 
Mstep: Class 18 contains 42607 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 10875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103678392.000000 Penalty: 60064.687500
Iteration 5F: 19 clusters Score -1.036784e+08 nChanged 54027
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38640 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 315942 members 
Mstep: Class 5 contains 19716 members 
Mstep: Class 6 contains 32616 members 
Mstep: Class 7 contains 11181 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 46435 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 10083 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 15 contains 6126 members 
Mstep: Class 16 contains 111019 members 
Mstep: Class 18 contains 45028 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103726232.000000 Penalty: 60064.687500
Iteration 6F: 19 clusters Score -1.037262e+08 nChanged 39362
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 38577 members 
Mstep: Class 3 contains 14392 members 
Mstep: Class 4 contains 311016 members 
Mstep: Class 5 contains 18832 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 11612 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 54386 members 
Mstep: Class 12 contains 13323 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 106811 members 
Mstep: Class 18 contains 46543 members 
Mstep: Class 19 contains 7957 members 
Mstep: Class 20 contains 10283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103754296.000000 Penalty: 60064.687500
Iteration 7F: 19 clusters Score -1.037543e+08 nChanged 30561
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 39160 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 4 contains 307501 members 
Mstep: Class 5 contains 17997 members 
Mstep: Class 6 contains 26849 members 
Mstep: Class 7 contains 11728 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 61033 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 101730 members 
Mstep: Class 18 contains 47680 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103772504.000000 Penalty: 60064.687500
Iteration 8Q: 19 clusters Score -1.037725e+08 nChanged 25507
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 40080 members 
Mstep: Class 3 contains 16085 members 
Mstep: Class 4 contains 304062 members 
Mstep: Class 5 contains 17354 members 
Mstep: Class 6 contains 25253 members 
Mstep: Class 7 contains 11829 members 
Mstep: Class 9 contains 2134 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 66894 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 13439 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 7016 members 
Mstep: Class 16 contains 96626 members 
Mstep: Class 18 contains 48684 members 
Mstep: Class 19 contains 9034 members 
Mstep: Class 20 contains 9499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103787200.000000 Penalty: 60064.687500
Iteration 9Q: 19 clusters Score -1.037872e+08 nChanged 22335
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 41009 members 
Mstep: Class 3 contains 17063 members 
Mstep: Class 4 contains 300294 members 
Mstep: Class 5 contains 17047 members 
Mstep: Class 6 contains 24162 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 9 contains 2126 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 11 contains 72355 members 
Mstep: Class 12 contains 14681 members 
Mstep: Class 13 contains 14329 members 
Mstep: Class 14 contains 7923 members 
Mstep: Class 15 contains 7163 members 
Mstep: Class 16 contains 91945 members 
Mstep: Class 18 contains 49734 members 
Mstep: Class 19 contains 9474 members 
Mstep: Class 20 contains 9038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103800040.000000 Penalty: 60064.687500
Iteration 10Q: 19 clusters Score -1.038e+08 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41803 members 
Mstep: Class 3 contains 18256 members 
Mstep: Class 4 contains 296198 members 
Mstep: Class 5 contains 16881 members 
Mstep: Class 6 contains 23542 members 
Mstep: Class 7 contains 12033 members 
Mstep: Class 9 contains 2116 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 77272 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 15151 members 
Mstep: Class 14 contains 7715 members 
Mstep: Class 15 contains 7264 members 
Mstep: Class 16 contains 87841 members 
Mstep: Class 18 contains 50864 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 8622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103812432.000000 Penalty: 60064.687500
Iteration 11Q: 19 clusters Score -1.038124e+08 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 42524 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 291930 members 
Mstep: Class 5 contains 16764 members 
Mstep: Class 6 contains 23122 members 
Mstep: Class 7 contains 12250 members 
Mstep: Class 9 contains 2113 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 81922 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 15936 members 
Mstep: Class 14 contains 7432 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 84032 members 
Mstep: Class 18 contains 52037 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103823312.000000 Penalty: 60064.687500
Iteration 12Q: 19 clusters Score -1.038233e+08 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 43149 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 287643 members 
Mstep: Class 5 contains 16686 members 
Mstep: Class 6 contains 22778 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 9 contains 2106 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 86177 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 7005 members 
Mstep: Class 15 contains 7527 members 
Mstep: Class 16 contains 80644 members 
Mstep: Class 18 contains 53368 members 
Mstep: Class 19 contains 10063 members 
Mstep: Class 20 contains 7778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103833192.000000 Penalty: 60064.687500
Iteration 13Q: 19 clusters Score -1.038332e+08 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 43665 members 
Mstep: Class 3 contains 22425 members 
Mstep: Class 4 contains 283198 members 
Mstep: Class 5 contains 16620 members 
Mstep: Class 6 contains 22509 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 9 contains 2107 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 11 contains 90134 members 
Mstep: Class 12 contains 15386 members 
Mstep: Class 13 contains 17282 members 
Mstep: Class 14 contains 6582 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 77646 members 
Mstep: Class 18 contains 54815 members 
Mstep: Class 19 contains 10154 members 
Mstep: Class 20 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103842472.000000 Penalty: 60064.687500
Iteration 14Q: 19 clusters Score -1.038425e+08 nChanged 14796
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 44045 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 278538 members 
Mstep: Class 5 contains 16572 members 
Mstep: Class 6 contains 22339 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 93788 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 17845 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 7725 members 
Mstep: Class 16 contains 75070 members 
Mstep: Class 18 contains 56495 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103852728.000000 Penalty: 60064.687500
Iteration 15Q: 19 clusters Score -1.038527e+08 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 44324 members 
Mstep: Class 3 contains 25301 members 
Mstep: Class 4 contains 273954 members 
Mstep: Class 5 contains 16525 members 
Mstep: Class 6 contains 22236 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 96976 members 
Mstep: Class 12 contains 15583 members 
Mstep: Class 13 contains 18364 members 
Mstep: Class 14 contains 5766 members 
Mstep: Class 15 contains 7793 members 
Mstep: Class 16 contains 72794 members 
Mstep: Class 18 contains 58443 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 6938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103863560.000000 Penalty: 60064.687500
Iteration 16Q: 19 clusters Score -1.038636e+08 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 44482 members 
Mstep: Class 3 contains 26621 members 
Mstep: Class 4 contains 269443 members 
Mstep: Class 5 contains 16506 members 
Mstep: Class 6 contains 22217 members 
Mstep: Class 7 contains 12952 members 
Mstep: Class 9 contains 2104 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 99575 members 
Mstep: Class 12 contains 15674 members 
Mstep: Class 13 contains 18819 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 70804 members 
Mstep: Class 18 contains 60768 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103873920.000000 Penalty: 60064.687500
Iteration 17Q: 19 clusters Score -1.038739e+08 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44560 members 
Mstep: Class 3 contains 27848 members 
Mstep: Class 4 contains 264679 members 
Mstep: Class 5 contains 16496 members 
Mstep: Class 6 contains 22230 members 
Mstep: Class 7 contains 13047 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 101826 members 
Mstep: Class 12 contains 15724 members 
Mstep: Class 13 contains 19284 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 69057 members 
Mstep: Class 18 contains 63539 members 
Mstep: Class 19 contains 10216 members 
Mstep: Class 20 contains 6630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103885856.000000 Penalty: 60064.687500
Iteration 18Q: 19 clusters Score -1.038859e+08 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44519 members 
Mstep: Class 3 contains 29011 members 
Mstep: Class 4 contains 259794 members 
Mstep: Class 5 contains 16493 members 
Mstep: Class 6 contains 22260 members 
Mstep: Class 7 contains 13154 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 103598 members 
Mstep: Class 12 contains 15760 members 
Mstep: Class 13 contains 19727 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 67589 members 
Mstep: Class 18 contains 66817 members 
Mstep: Class 19 contains 10115 members 
Mstep: Class 20 contains 6523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103898776.000000 Penalty: 60064.687500
Iteration 19Q: 19 clusters Score -1.038988e+08 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 44381 members 
Mstep: Class 3 contains 29999 members 
Mstep: Class 4 contains 254789 members 
Mstep: Class 5 contains 16483 members 
Mstep: Class 6 contains 22364 members 
Mstep: Class 7 contains 13226 members 
Mstep: Class 9 contains 2114 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 104702 members 
Mstep: Class 12 contains 15816 members 
Mstep: Class 13 contains 20177 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 8029 members 
Mstep: Class 16 contains 66315 members 
Mstep: Class 18 contains 70851 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103913752.000000 Penalty: 60064.687500
Iteration 20F: 19 clusters Score -1.039138e+08 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 249910 members 
Mstep: Class 5 contains 16479 members 
Mstep: Class 6 contains 22565 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 3575 members 
Mstep: Class 11 contains 105043 members 
Mstep: Class 12 contains 15881 members 
Mstep: Class 13 contains 20454 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 8089 members 
Mstep: Class 16 contains 65209 members 
Mstep: Class 18 contains 75452 members 
Mstep: Class 19 contains 9801 members 
Mstep: Class 20 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103929456.000000 Penalty: 60064.687500
Iteration 21Q: 19 clusters Score -1.039295e+08 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43824 members 
Mstep: Class 3 contains 31856 members 
Mstep: Class 4 contains 245242 members 
Mstep: Class 5 contains 16476 members 
Mstep: Class 6 contains 22648 members 
Mstep: Class 7 contains 13582 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 104389 members 
Mstep: Class 12 contains 16005 members 
Mstep: Class 13 contains 20557 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 16 contains 64232 members 
Mstep: Class 18 contains 81144 members 
Mstep: Class 19 contains 9630 members 
Mstep: Class 20 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103944288.000000 Penalty: 60064.687500
Iteration 22Q: 19 clusters Score -1.039443e+08 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43507 members 
Mstep: Class 3 contains 32288 members 
Mstep: Class 4 contains 240956 members 
Mstep: Class 5 contains 16469 members 
Mstep: Class 6 contains 22751 members 
Mstep: Class 7 contains 13717 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 3595 members 
Mstep: Class 11 contains 102738 members 
Mstep: Class 12 contains 16153 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 4002 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 63398 members 
Mstep: Class 18 contains 87748 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103956200.000000 Penalty: 60064.687500
Iteration 23Q: 19 clusters Score -1.039562e+08 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 43181 members 
Mstep: Class 3 contains 32571 members 
Mstep: Class 4 contains 236993 members 
Mstep: Class 5 contains 16457 members 
Mstep: Class 6 contains 22796 members 
Mstep: Class 7 contains 13820 members 
Mstep: Class 9 contains 2129 members 
Mstep: Class 10 contains 3604 members 
Mstep: Class 11 contains 100284 members 
Mstep: Class 12 contains 16319 members 
Mstep: Class 13 contains 20359 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 16 contains 62795 members 
Mstep: Class 18 contains 94960 members 
Mstep: Class 19 contains 9214 members 
Mstep: Class 20 contains 5935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103968880.000000 Penalty: 60064.687500
Iteration 24Q: 19 clusters Score -1.039689e+08 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 42828 members 
Mstep: Class 3 contains 32727 members 
Mstep: Class 4 contains 233293 members 
Mstep: Class 5 contains 16449 members 
Mstep: Class 6 contains 22897 members 
Mstep: Class 7 contains 13907 members 
Mstep: Class 9 contains 2137 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 97043 members 
Mstep: Class 12 contains 16496 members 
Mstep: Class 13 contains 20020 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 8649 members 
Mstep: Class 16 contains 62300 members 
Mstep: Class 18 contains 102865 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103981664.000000 Penalty: 60064.687500
Iteration 25Q: 19 clusters Score -1.039817e+08 nChanged 16075
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 42400 members 
Mstep: Class 3 contains 32774 members 
Mstep: Class 4 contains 229743 members 
Mstep: Class 5 contains 16426 members 
Mstep: Class 6 contains 23064 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 9 contains 2138 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 93149 members 
Mstep: Class 12 contains 16661 members 
Mstep: Class 13 contains 19620 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 15 contains 8811 members 
Mstep: Class 16 contains 61912 members 
Mstep: Class 18 contains 111354 members 
Mstep: Class 19 contains 8666 members 
Mstep: Class 20 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103994240.000000 Penalty: 60064.687500
Iteration 26Q: 19 clusters Score -1.039942e+08 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 41870 members 
Mstep: Class 3 contains 32743 members 
Mstep: Class 4 contains 226239 members 
Mstep: Class 5 contains 16400 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 88766 members 
Mstep: Class 12 contains 16857 members 
Mstep: Class 13 contains 19242 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 9020 members 
Mstep: Class 16 contains 61567 members 
Mstep: Class 18 contains 120258 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 20 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104006240.000000 Penalty: 60064.687500
Iteration 27Q: 19 clusters Score -1.040062e+08 nChanged 17987
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 41249 members 
Mstep: Class 3 contains 32715 members 
Mstep: Class 4 contains 221918 members 
Mstep: Class 5 contains 16366 members 
Mstep: Class 6 contains 23301 members 
Mstep: Class 7 contains 14458 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 84188 members 
Mstep: Class 12 contains 17066 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 61225 members 
Mstep: Class 18 contains 130057 members 
Mstep: Class 19 contains 8155 members 
Mstep: Class 20 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104017424.000000 Penalty: 60064.687500
Iteration 28Q: 19 clusters Score -1.040174e+08 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 40601 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 4 contains 218002 members 
Mstep: Class 5 contains 16337 members 
Mstep: Class 6 contains 23388 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 9 contains 2143 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 79337 members 
Mstep: Class 12 contains 17306 members 
Mstep: Class 13 contains 18768 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 60902 members 
Mstep: Class 18 contains 139458 members 
Mstep: Class 19 contains 7936 members 
Mstep: Class 20 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104023408.000000 Penalty: 60064.687500
Iteration 29Q: 19 clusters Score -1.040234e+08 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 40015 members 
Mstep: Class 3 contains 32655 members 
Mstep: Class 4 contains 214755 members 
Mstep: Class 5 contains 16305 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 9 contains 2145 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 74559 members 
Mstep: Class 12 contains 17545 members 
Mstep: Class 13 contains 18600 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 60631 members 
Mstep: Class 18 contains 147938 members 
Mstep: Class 19 contains 7733 members 
Mstep: Class 20 contains 5457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104027264.000000 Penalty: 60064.687500
Iteration 30Q: 19 clusters Score -1.040273e+08 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 39541 members 
Mstep: Class 3 contains 32626 members 
Mstep: Class 4 contains 212780 members 
Mstep: Class 5 contains 16278 members 
Mstep: Class 6 contains 23495 members 
Mstep: Class 7 contains 15458 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 70051 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 18383 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 9984 members 
Mstep: Class 16 contains 60376 members 
Mstep: Class 18 contains 154726 members 
Mstep: Class 19 contains 7587 members 
Mstep: Class 20 contains 5375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104028008.000000 Penalty: 60064.687500
Iteration 31Q: 19 clusters Score -1.04028e+08 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 39166 members 
Mstep: Class 3 contains 32598 members 
Mstep: Class 4 contains 212247 members 
Mstep: Class 5 contains 16239 members 
Mstep: Class 6 contains 23530 members 
Mstep: Class 7 contains 15759 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 66019 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 18206 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 10297 members 
Mstep: Class 16 contains 60152 members 
Mstep: Class 18 contains 159437 members 
Mstep: Class 19 contains 7446 members 
Mstep: Class 20 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104026808.000000 Penalty: 60064.687500
Iteration 32Q: 19 clusters Score -1.040268e+08 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38940 members 
Mstep: Class 3 contains 32558 members 
Mstep: Class 4 contains 212880 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 9 contains 2160 members 
Mstep: Class 10 contains 3771 members 
Mstep: Class 11 contains 62568 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 17995 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 10628 members 
Mstep: Class 16 contains 59962 members 
Mstep: Class 18 contains 162345 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 5269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104025032.000000 Penalty: 60064.687500
Iteration 33Q: 19 clusters Score -1.04025e+08 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38820 members 
Mstep: Class 3 contains 32531 members 
Mstep: Class 4 contains 214143 members 
Mstep: Class 5 contains 16172 members 
Mstep: Class 6 contains 23597 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 59778 members 
Mstep: Class 12 contains 18128 members 
Mstep: Class 13 contains 17795 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 59809 members 
Mstep: Class 18 contains 163848 members 
Mstep: Class 19 contains 7210 members 
Mstep: Class 20 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104023080.000000 Penalty: 60064.687500
Iteration 34Q: 19 clusters Score -1.040231e+08 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38760 members 
Mstep: Class 3 contains 32536 members 
Mstep: Class 4 contains 215886 members 
Mstep: Class 5 contains 16141 members 
Mstep: Class 6 contains 23676 members 
Mstep: Class 7 contains 16569 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 57461 members 
Mstep: Class 12 contains 18134 members 
Mstep: Class 13 contains 17599 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 59674 members 
Mstep: Class 18 contains 164357 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104021560.000000 Penalty: 60064.687500
Iteration 35Q: 19 clusters Score -1.040216e+08 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38728 members 
Mstep: Class 3 contains 32522 members 
Mstep: Class 4 contains 217633 members 
Mstep: Class 5 contains 16116 members 
Mstep: Class 6 contains 23746 members 
Mstep: Class 7 contains 16774 members 
Mstep: Class 9 contains 2166 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 55604 members 
Mstep: Class 12 contains 18141 members 
Mstep: Class 13 contains 17405 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 11633 members 
Mstep: Class 16 contains 59564 members 
Mstep: Class 18 contains 164382 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104020048.000000 Penalty: 60064.687500
Iteration 36Q: 19 clusters Score -1.0402e+08 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38722 members 
Mstep: Class 3 contains 32500 members 
Mstep: Class 4 contains 219408 members 
Mstep: Class 5 contains 16096 members 
Mstep: Class 6 contains 23817 members 
Mstep: Class 7 contains 16953 members 
Mstep: Class 9 contains 2168 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 54090 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 17195 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 11963 members 
Mstep: Class 16 contains 59443 members 
Mstep: Class 18 contains 164069 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104017856.000000 Penalty: 60064.687500
Iteration 37Q: 19 clusters Score -1.040179e+08 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38747 members 
Mstep: Class 3 contains 32472 members 
Mstep: Class 4 contains 221018 members 
Mstep: Class 5 contains 16072 members 
Mstep: Class 6 contains 23892 members 
Mstep: Class 7 contains 17079 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 52838 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 17041 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 12272 members 
Mstep: Class 16 contains 59351 members 
Mstep: Class 18 contains 163615 members 
Mstep: Class 19 contains 6804 members 
Mstep: Class 20 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104015896.000000 Penalty: 60064.687500
Iteration 38Q: 19 clusters Score -1.040159e+08 nChanged 4444
Entering ConstructFrom: 
Score: -104015896.000000 Penalty: 60064.687500
Entering ConstructFrom: 
Trying to split cluster 1 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -397902.218750 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -397902.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -395655.093750 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -395655.1 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -405994.625000 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -405994.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -410303.531250 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -410303.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -411444.312500 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -411444.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -412221.562500 Penalty: 4042.632080
	Iteration 4Q: 3 clusters Score -412221.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -412404.781250 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -412404.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -412511.375000 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -412511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -412580.906250 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -412580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -412666.593750 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -412666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412747.281250 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -412747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -412756.125000 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -412756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -412757.593750 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -412757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -412757.000000 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -412757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412757.281250 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -412757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412764.343750 Penalty: 4042.632080
	Iteration 14F: 3 clusters Score -412764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -412766.875000 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -412766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -412769.343750 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -412769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -412770.968750 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -412771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -412772.156250 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -412772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -412775.156250 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -412775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -412777.156250 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -412777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -412780.000000 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -412780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412783.250000 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -412783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -412785.656250 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -412785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -412785.656250 Penalty: 4042.632080
	Iteration 24F: 3 clusters Score -412785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 222450 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 23954 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 51843 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Entering Unmasked Estep 
Score: -104026720.000000 Penalty: 63401.613281
Splitting cluster 1 changes total score from -104015896.000000 to -104026720.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -5868970.500000 Penalty: 2620.104492
	Iteration 0F: 2 clusters Score -5868970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -5842776.000000 Penalty: 5240.208984
	Iteration 0F: 3 clusters Score -5842776 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5852660.000000 Penalty: 5240.208984
	Iteration 1F: 3 clusters Score -5852660 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5853357.500000 Penalty: 5240.208984
	Iteration 2Q: 3 clusters Score -5853358 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5854131.000000 Penalty: 5240.208984
	Iteration 3Q: 3 clusters Score -5854131 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5855114.500000 Penalty: 5240.208984
	Iteration 4Q: 3 clusters Score -5855114 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5856407.000000 Penalty: 5240.208984
	Iteration 5F: 3 clusters Score -5856407 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -5857907.500000 Penalty: 5240.208984
	Iteration 6F: 3 clusters Score -5857908 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5859421.000000 Penalty: 5240.208984
	Iteration 7F: 3 clusters Score -5859421 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -5860837.000000 Penalty: 5240.208984
	Iteration 8F: 3 clusters Score -5860837 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -5862044.000000 Penalty: 5240.208984
	Iteration 9Q: 3 clusters Score -5862044 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -5863002.500000 Penalty: 5240.208984
	Iteration 10Q: 3 clusters Score -5863002 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -5863738.500000 Penalty: 5240.208984
	Iteration 11Q: 3 clusters Score -5863738 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -5864390.500000 Penalty: 5240.208984
	Iteration 12Q: 3 clusters Score -5864390 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5864898.000000 Penalty: 5240.208984
	Iteration 13Q: 3 clusters Score -5864898 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5865298.500000 Penalty: 5240.208984
	Iteration 14Q: 3 clusters Score -5865298 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5865639.500000 Penalty: 5240.208984
	Iteration 15Q: 3 clusters Score -5865640 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5865910.000000 Penalty: 5240.208984
	Iteration 16Q: 3 clusters Score -5865910 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5866089.500000 Penalty: 5240.208984
	Iteration 17Q: 3 clusters Score -5866090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5866226.500000 Penalty: 5240.208984
	Iteration 18Q: 3 clusters Score -5866226 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5866315.000000 Penalty: 5240.208984
	Iteration 19Q: 3 clusters Score -5866315 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5866381.500000 Penalty: 5240.208984
	Iteration 20F: 3 clusters Score -5866382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5866455.000000 Penalty: 5240.208984
	Iteration 21Q: 3 clusters Score -5866455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5866489.500000 Penalty: 5240.208984
	Iteration 22Q: 3 clusters Score -5866490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5866533.500000 Penalty: 5240.208984
	Iteration 23Q: 3 clusters Score -5866534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5866562.000000 Penalty: 5240.208984
	Iteration 24Q: 3 clusters Score -5866562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5866573.000000 Penalty: 5240.208984
	Iteration 25Q: 3 clusters Score -5866573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5866589.000000 Penalty: 5240.208984
	Iteration 26Q: 3 clusters Score -5866589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5866596.500000 Penalty: 5240.208984
	Iteration 27Q: 3 clusters Score -5866596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5866608.500000 Penalty: 5240.208984
	Iteration 28Q: 3 clusters Score -5866608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5866630.500000 Penalty: 5240.208984
	Iteration 29Q: 3 clusters Score -5866630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5866630.500000 Penalty: 5240.208984
	Iteration 30Q: 3 clusters Score -5866630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5866635.500000 Penalty: 5240.208984
	Iteration 31Q: 3 clusters Score -5866636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5866638.500000 Penalty: 5240.208984
	Iteration 32Q: 3 clusters Score -5866638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5866627.500000 Penalty: 5240.208984
	Iteration 33Q: 3 clusters Score -5866628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5866629.000000 Penalty: 5240.208984
	Iteration 34Q: 3 clusters Score -5866629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5866635.500000 Penalty: 5240.208984
	Iteration 35Q: 3 clusters Score -5866636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5866633.000000 Penalty: 5240.208984
	Iteration 36Q: 3 clusters Score -5866633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5866634.000000 Penalty: 5240.208984
	Iteration 37Q: 3 clusters Score -5866634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5866634.500000 Penalty: 5240.208984
	Iteration 38Q: 3 clusters Score -5866634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5866636.000000 Penalty: 5240.208984
	Iteration 39Q: 3 clusters Score -5866636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5866631.000000 Penalty: 5240.208984
	Iteration 40F: 3 clusters Score -5866631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5866638.500000 Penalty: 5240.208984
	Iteration 41Q: 3 clusters Score -5866638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5866646.000000 Penalty: 5240.208984
	Iteration 42Q: 3 clusters Score -5866646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5866645.000000 Penalty: 5240.208984
	Iteration 43Q: 3 clusters Score -5866645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5866642.500000 Penalty: 5240.208984
	Iteration 44Q: 3 clusters Score -5866642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5866652.000000 Penalty: 5240.208984
	Iteration 45Q: 3 clusters Score -5866652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5866662.000000 Penalty: 5240.208984
	Iteration 46Q: 3 clusters Score -5866662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5866660.500000 Penalty: 5240.208984
	Iteration 47Q: 3 clusters Score -5866660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5866673.000000 Penalty: 5240.208984
	Iteration 48Q: 3 clusters Score -5866673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5866667.000000 Penalty: 5240.208984
	Iteration 49Q: 3 clusters Score -5866667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5866672.500000 Penalty: 5240.208984
	Iteration 50Q: 3 clusters Score -5866672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5866673.000000 Penalty: 5240.208984
	Iteration 51Q: 3 clusters Score -5866673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5866671.500000 Penalty: 5240.208984
	Iteration 52Q: 3 clusters Score -5866672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5866678.000000 Penalty: 5240.208984
	Iteration 53Q: 3 clusters Score -5866678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5866686.000000 Penalty: 5240.208984
	Iteration 54Q: 3 clusters Score -5866686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5866687.000000 Penalty: 5240.208984
	Iteration 55Q: 3 clusters Score -5866687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5866689.000000 Penalty: 5240.208984
	Iteration 56Q: 3 clusters Score -5866689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5866689.500000 Penalty: 5240.208984
	Iteration 57Q: 3 clusters Score -5866690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5866694.500000 Penalty: 5240.208984
	Iteration 58Q: 3 clusters Score -5866694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5866688.500000 Penalty: 5240.208984
	Iteration 59Q: 3 clusters Score -5866688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5866693.500000 Penalty: 5240.208984
	Iteration 60F: 3 clusters Score -5866694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5866702.500000 Penalty: 5240.208984
	Iteration 61Q: 3 clusters Score -5866702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5866710.000000 Penalty: 5240.208984
	Iteration 62Q: 3 clusters Score -5866710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5866707.000000 Penalty: 5240.208984
	Iteration 63Q: 3 clusters Score -5866707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5866713.000000 Penalty: 5240.208984
	Iteration 64Q: 3 clusters Score -5866713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5866709.500000 Penalty: 5240.208984
	Iteration 65Q: 3 clusters Score -5866710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5866718.000000 Penalty: 5240.208984
	Iteration 66Q: 3 clusters Score -5866718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5866713.000000 Penalty: 5240.208984
	Iteration 67Q: 3 clusters Score -5866713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5866711.500000 Penalty: 5240.208984
	Iteration 68Q: 3 clusters Score -5866712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5866708.000000 Penalty: 5240.208984
	Iteration 69Q: 3 clusters Score -5866708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5866712.000000 Penalty: 5240.208984
	Iteration 70Q: 3 clusters Score -5866712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5866712.000000 Penalty: 5240.208984
	Iteration 71Q: 3 clusters Score -5866712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5866724.500000 Penalty: 5240.208984
	Iteration 72Q: 3 clusters Score -5866724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5866721.000000 Penalty: 5240.208984
	Iteration 73Q: 3 clusters Score -5866721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5866726.000000 Penalty: 5240.208984
	Iteration 74Q: 3 clusters Score -5866726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5866737.500000 Penalty: 5240.208984
	Iteration 75Q: 3 clusters Score -5866738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5866738.000000 Penalty: 5240.208984
	Iteration 76Q: 3 clusters Score -5866738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5866751.500000 Penalty: 5240.208984
	Iteration 77Q: 3 clusters Score -5866752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5866747.500000 Penalty: 5240.208984
	Iteration 78Q: 3 clusters Score -5866748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5866752.000000 Penalty: 5240.208984
	Iteration 79Q: 3 clusters Score -5866752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5866758.000000 Penalty: 5240.208984
	Iteration 80F: 3 clusters Score -5866758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5866762.500000 Penalty: 5240.208984
	Iteration 81Q: 3 clusters Score -5866762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5866760.500000 Penalty: 5240.208984
	Iteration 82Q: 3 clusters Score -5866760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5866763.000000 Penalty: 5240.208984
	Iteration 83Q: 3 clusters Score -5866763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5866761.500000 Penalty: 5240.208984
	Iteration 84Q: 3 clusters Score -5866762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5866767.000000 Penalty: 5240.208984
	Iteration 85Q: 3 clusters Score -5866767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5866765.000000 Penalty: 5240.208984
	Iteration 86Q: 3 clusters Score -5866765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5866769.000000 Penalty: 5240.208984
	Iteration 87Q: 3 clusters Score -5866769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5866776.500000 Penalty: 5240.208984
	Iteration 88Q: 3 clusters Score -5866776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5866775.500000 Penalty: 5240.208984
	Iteration 89Q: 3 clusters Score -5866776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5866778.500000 Penalty: 5240.208984
	Iteration 90Q: 3 clusters Score -5866778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5866773.000000 Penalty: 5240.208984
	Iteration 91Q: 3 clusters Score -5866773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5866777.000000 Penalty: 5240.208984
	Iteration 92Q: 3 clusters Score -5866777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5866774.000000 Penalty: 5240.208984
	Iteration 93Q: 3 clusters Score -5866774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5866777.000000 Penalty: 5240.208984
	Iteration 94Q: 3 clusters Score -5866777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5866781.500000 Penalty: 5240.208984
	Iteration 95Q: 3 clusters Score -5866782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5866781.500000 Penalty: 5240.208984
	Iteration 96F: 3 clusters Score -5866782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Entering Unmasked Estep 
Score: -4903251.000000 Penalty: 2576.058594
	Iteration 0F: 2 clusters Score -4903251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4881098.000000 Penalty: 5152.117188
	Iteration 0F: 3 clusters Score -4881098 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4889119.500000 Penalty: 5152.117188
	Iteration 1F: 3 clusters Score -4889120 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4889734.500000 Penalty: 5152.117188
	Iteration 2Q: 3 clusters Score -4889734 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4890425.500000 Penalty: 5152.117188
	Iteration 3Q: 3 clusters Score -4890426 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4891512.000000 Penalty: 5152.117188
	Iteration 4F: 3 clusters Score -4891512 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4892748.500000 Penalty: 5152.117188
	Iteration 5F: 3 clusters Score -4892748 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4894013.500000 Penalty: 5152.117188
	Iteration 6F: 3 clusters Score -4894014 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4895277.500000 Penalty: 5152.117188
	Iteration 7F: 3 clusters Score -4895278 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4896620.000000 Penalty: 5152.117188
	Iteration 8F: 3 clusters Score -4896620 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -4897939.500000 Penalty: 5152.117188
	Iteration 9F: 3 clusters Score -4897940 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4899084.000000 Penalty: 5152.117188
	Iteration 10Q: 3 clusters Score -4899084 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4899980.500000 Penalty: 5152.117188
	Iteration 11Q: 3 clusters Score -4899980 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4900496.500000 Penalty: 5152.117188
	Iteration 12Q: 3 clusters Score -4900496 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4900864.000000 Penalty: 5152.117188
	Iteration 13Q: 3 clusters Score -4900864 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4901132.000000 Penalty: 5152.117188
	Iteration 14Q: 3 clusters Score -4901132 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4901326.500000 Penalty: 5152.117188
	Iteration 15Q: 3 clusters Score -4901326 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4901517.000000 Penalty: 5152.117188
	Iteration 16Q: 3 clusters Score -4901517 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4901705.000000 Penalty: 5152.117188
	Iteration 17Q: 3 clusters Score -4901705 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4901877.000000 Penalty: 5152.117188
	Iteration 18Q: 3 clusters Score -4901877 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4902001.500000 Penalty: 5152.117188
	Iteration 19Q: 3 clusters Score -4902002 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4902081.000000 Penalty: 5152.117188
	Iteration 20F: 3 clusters Score -4902081 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4902166.500000 Penalty: 5152.117188
	Iteration 21Q: 3 clusters Score -4902166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4902209.500000 Penalty: 5152.117188
	Iteration 22Q: 3 clusters Score -4902210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4902249.500000 Penalty: 5152.117188
	Iteration 23Q: 3 clusters Score -4902250 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4902276.500000 Penalty: 5152.117188
	Iteration 24Q: 3 clusters Score -4902276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4902315.000000 Penalty: 5152.117188
	Iteration 25Q: 3 clusters Score -4902315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4902344.000000 Penalty: 5152.117188
	Iteration 26Q: 3 clusters Score -4902344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4902360.500000 Penalty: 5152.117188
	Iteration 27Q: 3 clusters Score -4902360 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4902386.500000 Penalty: 5152.117188
	Iteration 28Q: 3 clusters Score -4902386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4902419.500000 Penalty: 5152.117188
	Iteration 29Q: 3 clusters Score -4902420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4902437.500000 Penalty: 5152.117188
	Iteration 30Q: 3 clusters Score -4902438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4902482.000000 Penalty: 5152.117188
	Iteration 31Q: 3 clusters Score -4902482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4902498.500000 Penalty: 5152.117188
	Iteration 32Q: 3 clusters Score -4902498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4902555.000000 Penalty: 5152.117188
	Iteration 33Q: 3 clusters Score -4902555 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -4902623.000000 Penalty: 5152.117188
	Iteration 34Q: 3 clusters Score -4902623 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -4902666.500000 Penalty: 5152.117188
	Iteration 35Q: 3 clusters Score -4902666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -4902724.500000 Penalty: 5152.117188
	Iteration 36Q: 3 clusters Score -4902724 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4902807.500000 Penalty: 5152.117188
	Iteration 37Q: 3 clusters Score -4902808 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4902895.500000 Penalty: 5152.117188
	Iteration 38Q: 3 clusters Score -4902896 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4902960.500000 Penalty: 5152.117188
	Iteration 39Q: 3 clusters Score -4902960 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4903033.000000 Penalty: 5152.117188
	Iteration 40F: 3 clusters Score -4903033 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -4903085.500000 Penalty: 5152.117188
	Iteration 41Q: 3 clusters Score -4903086 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -4903085.500000 Penalty: 5152.117188
	Iteration 42Q: 3 clusters Score -4903086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4903095.000000 Penalty: 5152.117188
	Iteration 43Q: 3 clusters Score -4903095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4903110.500000 Penalty: 5152.117188
	Iteration 44Q: 3 clusters Score -4903110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -4903135.500000 Penalty: 5152.117188
	Iteration 45Q: 3 clusters Score -4903136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4903157.000000 Penalty: 5152.117188
	Iteration 46Q: 3 clusters Score -4903157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4903157.500000 Penalty: 5152.117188
	Iteration 47Q: 3 clusters Score -4903158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4903160.500000 Penalty: 5152.117188
	Iteration 48Q: 3 clusters Score -4903160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4903155.500000 Penalty: 5152.117188
	Iteration 49Q: 3 clusters Score -4903156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4903152.500000 Penalty: 5152.117188
	Iteration 50Q: 3 clusters Score -4903152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4903169.500000 Penalty: 5152.117188
	Iteration 51Q: 3 clusters Score -4903170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4903169.000000 Penalty: 5152.117188
	Iteration 52Q: 3 clusters Score -4903169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4903179.500000 Penalty: 5152.117188
	Iteration 53Q: 3 clusters Score -4903180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4903190.500000 Penalty: 5152.117188
	Iteration 54Q: 3 clusters Score -4903190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4903184.500000 Penalty: 5152.117188
	Iteration 55Q: 3 clusters Score -4903184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4903196.500000 Penalty: 5152.117188
	Iteration 56Q: 3 clusters Score -4903196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4903198.000000 Penalty: 5152.117188
	Iteration 57Q: 3 clusters Score -4903198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4903185.000000 Penalty: 5152.117188
	Iteration 58Q: 3 clusters Score -4903185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4903192.000000 Penalty: 5152.117188
	Iteration 59Q: 3 clusters Score -4903192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4903194.500000 Penalty: 5152.117188
	Iteration 60F: 3 clusters Score -4903194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4903193.500000 Penalty: 5152.117188
	Iteration 61Q: 3 clusters Score -4903194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4903199.500000 Penalty: 5152.117188
	Iteration 62Q: 3 clusters Score -4903200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4903196.500000 Penalty: 5152.117188
	Iteration 63Q: 3 clusters Score -4903196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4903203.500000 Penalty: 5152.117188
	Iteration 64Q: 3 clusters Score -4903204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4903205.500000 Penalty: 5152.117188
	Iteration 65Q: 3 clusters Score -4903206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4903204.000000 Penalty: 5152.117188
	Iteration 66Q: 3 clusters Score -4903204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4903204.000000 Penalty: 5152.117188
	Iteration 67F: 3 clusters Score -4903204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222450 members 
Entering Unmasked Estep 
Score: -34112648.000000 Penalty: 3053.489502
	Iteration 0F: 2 clusters Score -3.411265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111660 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -34009452.000000 Penalty: 6106.979004
	Iteration 0F: 3 clusters Score -3.400945e+07 nChanged 107095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -34074288.000000 Penalty: 6106.979004
	Iteration 1F: 3 clusters Score -3.407429e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -34077796.000000 Penalty: 6106.979004
	Iteration 2Q: 3 clusters Score -3.40778e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137810 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -34083264.000000 Penalty: 6106.979004
	Iteration 3F: 3 clusters Score -3.408326e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -34090800.000000 Penalty: 6106.979004
	Iteration 4F: 3 clusters Score -3.40908e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -34099908.000000 Penalty: 6106.979004
	Iteration 5F: 3 clusters Score -3.409991e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -34109972.000000 Penalty: 6106.979004
	Iteration 6F: 3 clusters Score -3.410997e+07 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192983 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -34115920.000000 Penalty: 6106.979004
	Iteration 7F: 3 clusters Score -3.411592e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -34118836.000000 Penalty: 6106.979004
	Iteration 8Q: 3 clusters Score -3.411884e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207129 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -34119100.000000 Penalty: 6106.979004
	Iteration 9Q: 3 clusters Score -3.41191e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210511 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -34119284.000000 Penalty: 6106.979004
	Iteration 10Q: 3 clusters Score -3.411928e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212683 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -34119012.000000 Penalty: 6106.979004
	Iteration 11Q: 3 clusters Score -3.411901e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214191 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -34118528.000000 Penalty: 6106.979004
	Iteration 12Q: 3 clusters Score -3.411853e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215308 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -34118192.000000 Penalty: 6106.979004
	Iteration 13Q: 3 clusters Score -3.411819e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216143 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -34117916.000000 Penalty: 6106.979004
	Iteration 14Q: 3 clusters Score -3.411792e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -34117404.000000 Penalty: 6106.979004
	Iteration 15Q: 3 clusters Score -3.41174e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217426 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -34116836.000000 Penalty: 6106.979004
	Iteration 16Q: 3 clusters Score -3.411684e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217850 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -34116624.000000 Penalty: 6106.979004
	Iteration 17Q: 3 clusters Score -3.411662e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218153 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -34116392.000000 Penalty: 6106.979004
	Iteration 18Q: 3 clusters Score -3.411639e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218429 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -34116252.000000 Penalty: 6106.979004
	Iteration 19Q: 3 clusters Score -3.411625e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218672 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -34116120.000000 Penalty: 6106.979004
	Iteration 20F: 3 clusters Score -3.411612e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218875 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -34115892.000000 Penalty: 6106.979004
	Iteration 21Q: 3 clusters Score -3.411589e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219036 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -34115780.000000 Penalty: 6106.979004
	Iteration 22Q: 3 clusters Score -3.411578e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219187 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -34115580.000000 Penalty: 6106.979004
	Iteration 23Q: 3 clusters Score -3.411558e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219314 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -34115452.000000 Penalty: 6106.979004
	Iteration 24Q: 3 clusters Score -3.411545e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219410 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -34115364.000000 Penalty: 6106.979004
	Iteration 25Q: 3 clusters Score -3.411536e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219492 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -34115308.000000 Penalty: 6106.979004
	Iteration 26Q: 3 clusters Score -3.411531e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219561 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -34115260.000000 Penalty: 6106.979004
	Iteration 27Q: 3 clusters Score -3.411526e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219633 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -34115080.000000 Penalty: 6106.979004
	Iteration 28Q: 3 clusters Score -3.411508e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219702 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -34115000.000000 Penalty: 6106.979004
	Iteration 29Q: 3 clusters Score -3.4115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -34115024.000000 Penalty: 6106.979004
	Iteration 30Q: 3 clusters Score -3.411502e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219821 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -34114972.000000 Penalty: 6106.979004
	Iteration 31Q: 3 clusters Score -3.411497e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219868 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -34114932.000000 Penalty: 6106.979004
	Iteration 32Q: 3 clusters Score -3.411493e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219914 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -34114872.000000 Penalty: 6106.979004
	Iteration 33Q: 3 clusters Score -3.411487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219949 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -34114844.000000 Penalty: 6106.979004
	Iteration 34Q: 3 clusters Score -3.411484e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219989 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -34114788.000000 Penalty: 6106.979004
	Iteration 35Q: 3 clusters Score -3.411479e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220026 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -34114756.000000 Penalty: 6106.979004
	Iteration 36Q: 3 clusters Score -3.411476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220067 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -34114756.000000 Penalty: 6106.979004
	Iteration 37Q: 3 clusters Score -3.411476e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220099 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -34114732.000000 Penalty: 6106.979004
	Iteration 38Q: 3 clusters Score -3.411473e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220135 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -34114668.000000 Penalty: 6106.979004
	Iteration 39Q: 3 clusters Score -3.411467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220176 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -34114636.000000 Penalty: 6106.979004
	Iteration 40F: 3 clusters Score -3.411464e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220219 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -34114576.000000 Penalty: 6106.979004
	Iteration 41Q: 3 clusters Score -3.411458e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220255 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -34114552.000000 Penalty: 6106.979004
	Iteration 42Q: 3 clusters Score -3.411455e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220286 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -34114548.000000 Penalty: 6106.979004
	Iteration 43Q: 3 clusters Score -3.411455e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220332 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -34114500.000000 Penalty: 6106.979004
	Iteration 44Q: 3 clusters Score -3.41145e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220369 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -34114480.000000 Penalty: 6106.979004
	Iteration 45Q: 3 clusters Score -3.411448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220408 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -34114428.000000 Penalty: 6106.979004
	Iteration 46Q: 3 clusters Score -3.411443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220441 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -34114480.000000 Penalty: 6106.979004
	Iteration 47Q: 3 clusters Score -3.411448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220463 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -34114464.000000 Penalty: 6106.979004
	Iteration 48Q: 3 clusters Score -3.411446e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220491 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -34114436.000000 Penalty: 6106.979004
	Iteration 49Q: 3 clusters Score -3.411444e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220506 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -34114460.000000 Penalty: 6106.979004
	Iteration 50Q: 3 clusters Score -3.411446e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220513 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -34114508.000000 Penalty: 6106.979004
	Iteration 51Q: 3 clusters Score -3.411451e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220519 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -34114528.000000 Penalty: 6106.979004
	Iteration 52Q: 3 clusters Score -3.411453e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220522 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -34114552.000000 Penalty: 6106.979004
	Iteration 53Q: 3 clusters Score -3.411455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220519 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -34114588.000000 Penalty: 6106.979004
	Iteration 54Q: 3 clusters Score -3.411459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220521 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -34114620.000000 Penalty: 6106.979004
	Iteration 55Q: 3 clusters Score -3.411462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220540 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -34114588.000000 Penalty: 6106.979004
	Iteration 56Q: 3 clusters Score -3.411459e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220552 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -34114580.000000 Penalty: 6106.979004
	Iteration 57Q: 3 clusters Score -3.411458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220549 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -34114604.000000 Penalty: 6106.979004
	Iteration 58Q: 3 clusters Score -3.41146e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220541 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -34114624.000000 Penalty: 6106.979004
	Iteration 59Q: 3 clusters Score -3.411462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220529 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -34114656.000000 Penalty: 6106.979004
	Iteration 60F: 3 clusters Score -3.411466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220526 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -34114660.000000 Penalty: 6106.979004
	Iteration 61Q: 3 clusters Score -3.411466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220527 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -34114644.000000 Penalty: 6106.979004
	Iteration 62Q: 3 clusters Score -3.411464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220526 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -34114636.000000 Penalty: 6106.979004
	Iteration 63Q: 3 clusters Score -3.411464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220528 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -34114656.000000 Penalty: 6106.979004
	Iteration 64Q: 3 clusters Score -3.411466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -34114664.000000 Penalty: 6106.979004
	Iteration 65Q: 3 clusters Score -3.411466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -34114664.000000 Penalty: 6106.979004
	Iteration 66F: 3 clusters Score -3.411466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 23954 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 51843 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Entering Unmasked Estep 
Score: -104028264.000000 Penalty: 66738.539062
Splitting cluster 4 changes total score from -104015896.000000 to -104028264.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (16046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Entering Unmasked Estep 
Score: -2439785.250000 Penalty: 2401.437256
	Iteration 0F: 2 clusters Score -2439785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2428287.750000 Penalty: 4802.874512
	Iteration 0F: 3 clusters Score -2428288 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2432399.500000 Penalty: 4802.874512
	Iteration 1F: 3 clusters Score -2432400 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2433152.500000 Penalty: 4802.874512
	Iteration 2F: 3 clusters Score -2433152 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2433879.500000 Penalty: 4802.874512
	Iteration 3F: 3 clusters Score -2433880 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2434639.000000 Penalty: 4802.874512
	Iteration 4F: 3 clusters Score -2434639 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2435428.500000 Penalty: 4802.874512
	Iteration 5F: 3 clusters Score -2435428 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2436049.250000 Penalty: 4802.874512
	Iteration 6F: 3 clusters Score -2436049 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2436525.750000 Penalty: 4802.874512
	Iteration 7F: 3 clusters Score -2436526 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2436825.000000 Penalty: 4802.874512
	Iteration 8Q: 3 clusters Score -2436825 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2437021.250000 Penalty: 4802.874512
	Iteration 9Q: 3 clusters Score -2437021 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2437150.750000 Penalty: 4802.874512
	Iteration 10Q: 3 clusters Score -2437151 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2437248.250000 Penalty: 4802.874512
	Iteration 11Q: 3 clusters Score -2437248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2437332.750000 Penalty: 4802.874512
	Iteration 12Q: 3 clusters Score -2437333 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2437406.500000 Penalty: 4802.874512
	Iteration 13Q: 3 clusters Score -2437406 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2437469.500000 Penalty: 4802.874512
	Iteration 14Q: 3 clusters Score -2437470 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2437520.000000 Penalty: 4802.874512
	Iteration 15Q: 3 clusters Score -2437520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2437570.500000 Penalty: 4802.874512
	Iteration 16Q: 3 clusters Score -2437570 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2437614.500000 Penalty: 4802.874512
	Iteration 17Q: 3 clusters Score -2437614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2437663.500000 Penalty: 4802.874512
	Iteration 18Q: 3 clusters Score -2437664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2437708.750000 Penalty: 4802.874512
	Iteration 19Q: 3 clusters Score -2437709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2437750.250000 Penalty: 4802.874512
	Iteration 20F: 3 clusters Score -2437750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2437787.250000 Penalty: 4802.874512
	Iteration 21Q: 3 clusters Score -2437787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2437820.250000 Penalty: 4802.874512
	Iteration 22Q: 3 clusters Score -2437820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2437847.500000 Penalty: 4802.874512
	Iteration 23Q: 3 clusters Score -2437848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2437884.250000 Penalty: 4802.874512
	Iteration 24Q: 3 clusters Score -2437884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2437909.250000 Penalty: 4802.874512
	Iteration 25Q: 3 clusters Score -2437909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2437935.250000 Penalty: 4802.874512
	Iteration 26Q: 3 clusters Score -2437935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2437961.000000 Penalty: 4802.874512
	Iteration 27Q: 3 clusters Score -2437961 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2437989.500000 Penalty: 4802.874512
	Iteration 28Q: 3 clusters Score -2437990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2438014.500000 Penalty: 4802.874512
	Iteration 29Q: 3 clusters Score -2438014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2438038.250000 Penalty: 4802.874512
	Iteration 30Q: 3 clusters Score -2438038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2438064.750000 Penalty: 4802.874512
	Iteration 31Q: 3 clusters Score -2438065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2438088.250000 Penalty: 4802.874512
	Iteration 32Q: 3 clusters Score -2438088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2438100.500000 Penalty: 4802.874512
	Iteration 33Q: 3 clusters Score -2438100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2438119.250000 Penalty: 4802.874512
	Iteration 34Q: 3 clusters Score -2438119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2438128.000000 Penalty: 4802.874512
	Iteration 35Q: 3 clusters Score -2438128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2438135.750000 Penalty: 4802.874512
	Iteration 36Q: 3 clusters Score -2438136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2438141.250000 Penalty: 4802.874512
	Iteration 37Q: 3 clusters Score -2438141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2438146.500000 Penalty: 4802.874512
	Iteration 38Q: 3 clusters Score -2438146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2438151.500000 Penalty: 4802.874512
	Iteration 39Q: 3 clusters Score -2438152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2438153.750000 Penalty: 4802.874512
	Iteration 40F: 3 clusters Score -2438154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2438158.500000 Penalty: 4802.874512
	Iteration 41Q: 3 clusters Score -2438158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2438160.750000 Penalty: 4802.874512
	Iteration 42Q: 3 clusters Score -2438161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2438162.750000 Penalty: 4802.874512
	Iteration 43Q: 3 clusters Score -2438163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2438159.500000 Penalty: 4802.874512
	Iteration 44Q: 3 clusters Score -2438160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2438162.500000 Penalty: 4802.874512
	Iteration 45Q: 3 clusters Score -2438162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2438166.000000 Penalty: 4802.874512
	Iteration 46Q: 3 clusters Score -2438166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2438166.500000 Penalty: 4802.874512
	Iteration 47Q: 3 clusters Score -2438166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2438169.000000 Penalty: 4802.874512
	Iteration 48Q: 3 clusters Score -2438169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2438173.750000 Penalty: 4802.874512
	Iteration 49Q: 3 clusters Score -2438174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2438181.000000 Penalty: 4802.874512
	Iteration 50Q: 3 clusters Score -2438181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2438181.000000 Penalty: 4802.874512
	Iteration 51Q: 3 clusters Score -2438181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2438183.750000 Penalty: 4802.874512
	Iteration 52Q: 3 clusters Score -2438184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2438185.750000 Penalty: 4802.874512
	Iteration 53Q: 3 clusters Score -2438186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2438182.500000 Penalty: 4802.874512
	Iteration 54Q: 3 clusters Score -2438182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2438185.750000 Penalty: 4802.874512
	Iteration 55Q: 3 clusters Score -2438186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2438185.750000 Penalty: 4802.874512
	Iteration 56F: 3 clusters Score -2438186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Entering Unmasked Estep 
Score: -3417393.250000 Penalty: 2500.804932
	Iteration 0F: 2 clusters Score -3417393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3400691.750000 Penalty: 5001.609863
	Iteration 0F: 3 clusters Score -3400692 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3406964.250000 Penalty: 5001.609863
	Iteration 1F: 3 clusters Score -3406964 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3408214.500000 Penalty: 5001.609863
	Iteration 2F: 3 clusters Score -3408214 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3409902.750000 Penalty: 5001.609863
	Iteration 3F: 3 clusters Score -3409903 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3412116.750000 Penalty: 5001.609863
	Iteration 4F: 3 clusters Score -3412117 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3414035.750000 Penalty: 5001.609863
	Iteration 5F: 3 clusters Score -3414036 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3415218.500000 Penalty: 5001.609863
	Iteration 6F: 3 clusters Score -3415218 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3415815.250000 Penalty: 5001.609863
	Iteration 7F: 3 clusters Score -3415815 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3416126.750000 Penalty: 5001.609863
	Iteration 8Q: 3 clusters Score -3416127 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3416333.000000 Penalty: 5001.609863
	Iteration 9Q: 3 clusters Score -3416333 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3416512.250000 Penalty: 5001.609863
	Iteration 10Q: 3 clusters Score -3416512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3416606.000000 Penalty: 5001.609863
	Iteration 11Q: 3 clusters Score -3416606 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3416665.750000 Penalty: 5001.609863
	Iteration 12Q: 3 clusters Score -3416666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3416720.000000 Penalty: 5001.609863
	Iteration 13Q: 3 clusters Score -3416720 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3416748.750000 Penalty: 5001.609863
	Iteration 14Q: 3 clusters Score -3416749 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3416787.750000 Penalty: 5001.609863
	Iteration 15Q: 3 clusters Score -3416788 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3416819.750000 Penalty: 5001.609863
	Iteration 16Q: 3 clusters Score -3416820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3416849.750000 Penalty: 5001.609863
	Iteration 17Q: 3 clusters Score -3416850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3416882.500000 Penalty: 5001.609863
	Iteration 18Q: 3 clusters Score -3416882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3416910.750000 Penalty: 5001.609863
	Iteration 19Q: 3 clusters Score -3416911 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3416948.250000 Penalty: 5001.609863
	Iteration 20F: 3 clusters Score -3416948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3416974.500000 Penalty: 5001.609863
	Iteration 21Q: 3 clusters Score -3416974 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3416998.500000 Penalty: 5001.609863
	Iteration 22Q: 3 clusters Score -3416998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3417046.000000 Penalty: 5001.609863
	Iteration 23Q: 3 clusters Score -3417046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3417079.000000 Penalty: 5001.609863
	Iteration 24Q: 3 clusters Score -3417079 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3417109.500000 Penalty: 5001.609863
	Iteration 25Q: 3 clusters Score -3417110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3417128.500000 Penalty: 5001.609863
	Iteration 26Q: 3 clusters Score -3417128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3417175.250000 Penalty: 5001.609863
	Iteration 27Q: 3 clusters Score -3417175 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3417225.750000 Penalty: 5001.609863
	Iteration 28Q: 3 clusters Score -3417226 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3417261.750000 Penalty: 5001.609863
	Iteration 29Q: 3 clusters Score -3417262 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3417308.750000 Penalty: 5001.609863
	Iteration 30Q: 3 clusters Score -3417309 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3417371.750000 Penalty: 5001.609863
	Iteration 31Q: 3 clusters Score -3417372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3417440.250000 Penalty: 5001.609863
	Iteration 32Q: 3 clusters Score -3417440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3417496.250000 Penalty: 5001.609863
	Iteration 33Q: 3 clusters Score -3417496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3417552.000000 Penalty: 5001.609863
	Iteration 34Q: 3 clusters Score -3417552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3417617.000000 Penalty: 5001.609863
	Iteration 35Q: 3 clusters Score -3417617 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3417696.000000 Penalty: 5001.609863
	Iteration 36Q: 3 clusters Score -3417696 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3417760.250000 Penalty: 5001.609863
	Iteration 37Q: 3 clusters Score -3417760 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3417824.000000 Penalty: 5001.609863
	Iteration 38Q: 3 clusters Score -3417824 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3417890.250000 Penalty: 5001.609863
	Iteration 39Q: 3 clusters Score -3417890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3417958.000000 Penalty: 5001.609863
	Iteration 40F: 3 clusters Score -3417958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3418010.500000 Penalty: 5001.609863
	Iteration 41Q: 3 clusters Score -3418010 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3418076.250000 Penalty: 5001.609863
	Iteration 42Q: 3 clusters Score -3418076 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3418135.750000 Penalty: 5001.609863
	Iteration 43Q: 3 clusters Score -3418136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3418180.000000 Penalty: 5001.609863
	Iteration 44Q: 3 clusters Score -3418180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -3418220.500000 Penalty: 5001.609863
	Iteration 45Q: 3 clusters Score -3418220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3418256.250000 Penalty: 5001.609863
	Iteration 46Q: 3 clusters Score -3418256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3418300.500000 Penalty: 5001.609863
	Iteration 47Q: 3 clusters Score -3418300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3418325.750000 Penalty: 5001.609863
	Iteration 48Q: 3 clusters Score -3418326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3418348.750000 Penalty: 5001.609863
	Iteration 49Q: 3 clusters Score -3418349 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3418382.000000 Penalty: 5001.609863
	Iteration 50Q: 3 clusters Score -3418382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3418413.750000 Penalty: 5001.609863
	Iteration 51Q: 3 clusters Score -3418414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3418441.500000 Penalty: 5001.609863
	Iteration 52Q: 3 clusters Score -3418442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3418455.250000 Penalty: 5001.609863
	Iteration 53Q: 3 clusters Score -3418455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3418467.250000 Penalty: 5001.609863
	Iteration 54Q: 3 clusters Score -3418467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3418471.750000 Penalty: 5001.609863
	Iteration 55Q: 3 clusters Score -3418472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3418482.750000 Penalty: 5001.609863
	Iteration 56Q: 3 clusters Score -3418483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3418488.000000 Penalty: 5001.609863
	Iteration 57Q: 3 clusters Score -3418488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3418487.750000 Penalty: 5001.609863
	Iteration 58Q: 3 clusters Score -3418488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3418485.500000 Penalty: 5001.609863
	Iteration 59Q: 3 clusters Score -3418486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3418484.000000 Penalty: 5001.609863
	Iteration 60F: 3 clusters Score -3418484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3418486.750000 Penalty: 5001.609863
	Iteration 61Q: 3 clusters Score -3418487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3418484.000000 Penalty: 5001.609863
	Iteration 62Q: 3 clusters Score -3418484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -3418487.250000 Penalty: 5001.609863
	Iteration 63Q: 3 clusters Score -3418487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3418489.250000 Penalty: 5001.609863
	Iteration 64Q: 3 clusters Score -3418489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3418484.250000 Penalty: 5001.609863
	Iteration 65Q: 3 clusters Score -3418484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3418491.500000 Penalty: 5001.609863
	Iteration 66Q: 3 clusters Score -3418492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3418491.750000 Penalty: 5001.609863
	Iteration 67Q: 3 clusters Score -3418492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3418493.750000 Penalty: 5001.609863
	Iteration 68Q: 3 clusters Score -3418494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3418488.750000 Penalty: 5001.609863
	Iteration 69Q: 3 clusters Score -3418489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3418492.250000 Penalty: 5001.609863
	Iteration 70Q: 3 clusters Score -3418492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3418498.000000 Penalty: 5001.609863
	Iteration 71Q: 3 clusters Score -3418498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3418495.250000 Penalty: 5001.609863
	Iteration 72Q: 3 clusters Score -3418495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3418499.250000 Penalty: 5001.609863
	Iteration 73Q: 3 clusters Score -3418499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3418501.500000 Penalty: 5001.609863
	Iteration 74Q: 3 clusters Score -3418502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3418501.000000 Penalty: 5001.609863
	Iteration 75Q: 3 clusters Score -3418501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3418502.000000 Penalty: 5001.609863
	Iteration 76Q: 3 clusters Score -3418502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3418502.000000 Penalty: 5001.609863
	Iteration 77Q: 3 clusters Score -3418502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3418502.500000 Penalty: 5001.609863
	Iteration 78Q: 3 clusters Score -3418502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3418502.500000 Penalty: 5001.609863
	Iteration 79F: 3 clusters Score -3418502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 51843 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Entering Unmasked Estep 
Score: -104028768.000000 Penalty: 70075.468750
Splitting cluster 6 changes total score from -104015896.000000 to -104028768.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (17193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Entering Unmasked Estep 
Score: -2578963.500000 Penalty: 2418.559814
	Iteration 0F: 2 clusters Score -2578964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2566761.000000 Penalty: 4837.119629
	Iteration 0F: 3 clusters Score -2566761 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2570717.250000 Penalty: 4837.119629
	Iteration 1F: 3 clusters Score -2570717 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2571169.500000 Penalty: 4837.119629
	Iteration 2F: 3 clusters Score -2571170 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2571663.500000 Penalty: 4837.119629
	Iteration 3F: 3 clusters Score -2571664 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2572247.250000 Penalty: 4837.119629
	Iteration 4F: 3 clusters Score -2572247 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2572881.250000 Penalty: 4837.119629
	Iteration 5F: 3 clusters Score -2572881 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2573480.500000 Penalty: 4837.119629
	Iteration 6F: 3 clusters Score -2573480 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2573976.250000 Penalty: 4837.119629
	Iteration 7Q: 3 clusters Score -2573976 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2574439.250000 Penalty: 4837.119629
	Iteration 8Q: 3 clusters Score -2574439 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2574868.000000 Penalty: 4837.119629
	Iteration 9Q: 3 clusters Score -2574868 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2575253.250000 Penalty: 4837.119629
	Iteration 10Q: 3 clusters Score -2575253 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2575624.750000 Penalty: 4837.119629
	Iteration 11Q: 3 clusters Score -2575625 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2575980.000000 Penalty: 4837.119629
	Iteration 12Q: 3 clusters Score -2575980 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2576283.250000 Penalty: 4837.119629
	Iteration 13Q: 3 clusters Score -2576283 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2576512.250000 Penalty: 4837.119629
	Iteration 14Q: 3 clusters Score -2576512 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2576665.750000 Penalty: 4837.119629
	Iteration 15Q: 3 clusters Score -2576666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2576761.000000 Penalty: 4837.119629
	Iteration 16Q: 3 clusters Score -2576761 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2576839.000000 Penalty: 4837.119629
	Iteration 17Q: 3 clusters Score -2576839 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2576878.250000 Penalty: 4837.119629
	Iteration 18Q: 3 clusters Score -2576878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2576914.250000 Penalty: 4837.119629
	Iteration 19Q: 3 clusters Score -2576914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2576926.000000 Penalty: 4837.119629
	Iteration 20F: 3 clusters Score -2576926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2576937.250000 Penalty: 4837.119629
	Iteration 21Q: 3 clusters Score -2576937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2576940.750000 Penalty: 4837.119629
	Iteration 22Q: 3 clusters Score -2576941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2576940.500000 Penalty: 4837.119629
	Iteration 23Q: 3 clusters Score -2576940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2576945.750000 Penalty: 4837.119629
	Iteration 24Q: 3 clusters Score -2576946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2576946.250000 Penalty: 4837.119629
	Iteration 25Q: 3 clusters Score -2576946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2576945.750000 Penalty: 4837.119629
	Iteration 26Q: 3 clusters Score -2576946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2576947.750000 Penalty: 4837.119629
	Iteration 27Q: 3 clusters Score -2576948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2576952.500000 Penalty: 4837.119629
	Iteration 28Q: 3 clusters Score -2576952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2576949.000000 Penalty: 4837.119629
	Iteration 29Q: 3 clusters Score -2576949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2576950.750000 Penalty: 4837.119629
	Iteration 30Q: 3 clusters Score -2576951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2576952.750000 Penalty: 4837.119629
	Iteration 31Q: 3 clusters Score -2576953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2576955.500000 Penalty: 4837.119629
	Iteration 32Q: 3 clusters Score -2576956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2576953.000000 Penalty: 4837.119629
	Iteration 33Q: 3 clusters Score -2576953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2576954.750000 Penalty: 4837.119629
	Iteration 34Q: 3 clusters Score -2576955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2576959.250000 Penalty: 4837.119629
	Iteration 35Q: 3 clusters Score -2576959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2576959.500000 Penalty: 4837.119629
	Iteration 36Q: 3 clusters Score -2576960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2576960.250000 Penalty: 4837.119629
	Iteration 37Q: 3 clusters Score -2576960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2576963.000000 Penalty: 4837.119629
	Iteration 38Q: 3 clusters Score -2576963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2576960.500000 Penalty: 4837.119629
	Iteration 39Q: 3 clusters Score -2576960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2576957.750000 Penalty: 4837.119629
	Iteration 40F: 3 clusters Score -2576958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2576960.500000 Penalty: 4837.119629
	Iteration 41Q: 3 clusters Score -2576960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2576960.250000 Penalty: 4837.119629
	Iteration 42Q: 3 clusters Score -2576960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2576966.000000 Penalty: 4837.119629
	Iteration 43Q: 3 clusters Score -2576966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2576966.000000 Penalty: 4837.119629
	Iteration 44F: 3 clusters Score -2576966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -326696.562500 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -326696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -324134.593750 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -324134.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -326114.781250 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -326114.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -328362.187500 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -328362.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -330306.281250 Penalty: 3814.608398
	Iteration 3F: 3 clusters Score -330306.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -330640.718750 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -330640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -330705.468750 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -330705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -330719.031250 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -330719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330719.562500 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -330719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330719.562500 Penalty: 3814.608398
	Iteration 8F: 3 clusters Score -330719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 11 contains 51843 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Entering Unmasked Estep 
Score: -104031248.000000 Penalty: 73412.390625
Splitting cluster 9 changes total score from -104015896.000000 to -104031248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -524273.968750 Penalty: 2043.942383
	Iteration 0F: 2 clusters Score -524274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -520986.750000 Penalty: 4087.884766
	Iteration 0F: 3 clusters Score -520986.8 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -526388.125000 Penalty: 4087.884766
	Iteration 1F: 3 clusters Score -526388.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -528939.062500 Penalty: 4087.884766
	Iteration 2F: 3 clusters Score -528939.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -529501.125000 Penalty: 4087.884766
	Iteration 3F: 3 clusters Score -529501.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -529589.062500 Penalty: 4087.884766
	Iteration 4Q: 3 clusters Score -529589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -529598.375000 Penalty: 4087.884766
	Iteration 5Q: 3 clusters Score -529598.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -529606.875000 Penalty: 4087.884766
	Iteration 6Q: 3 clusters Score -529606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -529609.125000 Penalty: 4087.884766
	Iteration 7Q: 3 clusters Score -529609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -529611.187500 Penalty: 4087.884766
	Iteration 8Q: 3 clusters Score -529611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -529612.125000 Penalty: 4087.884766
	Iteration 9Q: 3 clusters Score -529612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -529613.562500 Penalty: 4087.884766
	Iteration 10Q: 3 clusters Score -529613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -529623.062500 Penalty: 4087.884766
	Iteration 11Q: 3 clusters Score -529623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -529626.062500 Penalty: 4087.884766
	Iteration 12Q: 3 clusters Score -529626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -529628.000000 Penalty: 4087.884766
	Iteration 13Q: 3 clusters Score -529628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -529628.250000 Penalty: 4087.884766
	Iteration 14Q: 3 clusters Score -529628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -529628.250000 Penalty: 4087.884766
	Iteration 15F: 3 clusters Score -529628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 51843 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Entering Unmasked Estep 
Score: -104036080.000000 Penalty: 76749.320312
Splitting cluster 10 changes total score from -104015896.000000 to -104036080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (51843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Entering Unmasked Estep 
Score: -7795094.000000 Penalty: 2692.281738
	Iteration 0F: 2 clusters Score -7795094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -7760377.000000 Penalty: 5384.563477
	Iteration 0F: 3 clusters Score -7760377 nChanged 23871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -7773509.500000 Penalty: 5384.563477
	Iteration 1F: 3 clusters Score -7773510 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -7774122.000000 Penalty: 5384.563477
	Iteration 2Q: 3 clusters Score -7774122 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -7774756.000000 Penalty: 5384.563477
	Iteration 3Q: 3 clusters Score -7774756 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -7775290.500000 Penalty: 5384.563477
	Iteration 4Q: 3 clusters Score -7775290 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -7775755.000000 Penalty: 5384.563477
	Iteration 5Q: 3 clusters Score -7775755 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -7776158.500000 Penalty: 5384.563477
	Iteration 6Q: 3 clusters Score -7776158 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -7776492.000000 Penalty: 5384.563477
	Iteration 7Q: 3 clusters Score -7776492 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -7776901.500000 Penalty: 5384.563477
	Iteration 8Q: 3 clusters Score -7776902 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -7777264.000000 Penalty: 5384.563477
	Iteration 9Q: 3 clusters Score -7777264 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7777739.500000 Penalty: 5384.563477
	Iteration 10Q: 3 clusters Score -7777740 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -7778430.000000 Penalty: 5384.563477
	Iteration 11Q: 3 clusters Score -7778430 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -7779517.500000 Penalty: 5384.563477
	Iteration 12Q: 3 clusters Score -7779518 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -7781252.000000 Penalty: 5384.563477
	Iteration 13F: 3 clusters Score -7781252 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7783806.000000 Penalty: 5384.563477
	Iteration 14F: 3 clusters Score -7783806 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -7787138.000000 Penalty: 5384.563477
	Iteration 15F: 3 clusters Score -7787138 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -7790483.500000 Penalty: 5384.563477
	Iteration 16F: 3 clusters Score -7790484 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -7792693.500000 Penalty: 5384.563477
	Iteration 17Q: 3 clusters Score -7792694 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7793798.000000 Penalty: 5384.563477
	Iteration 18Q: 3 clusters Score -7793798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -7794283.500000 Penalty: 5384.563477
	Iteration 19Q: 3 clusters Score -7794284 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7794655.500000 Penalty: 5384.563477
	Iteration 20F: 3 clusters Score -7794656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -7795176.500000 Penalty: 5384.563477
	Iteration 21Q: 3 clusters Score -7795176 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -7795570.000000 Penalty: 5384.563477
	Iteration 22Q: 3 clusters Score -7795570 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7795792.500000 Penalty: 5384.563477
	Iteration 23Q: 3 clusters Score -7795792 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7795892.500000 Penalty: 5384.563477
	Iteration 24Q: 3 clusters Score -7795892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -7795916.500000 Penalty: 5384.563477
	Iteration 25Q: 3 clusters Score -7795916 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7795926.000000 Penalty: 5384.563477
	Iteration 26Q: 3 clusters Score -7795926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7795956.000000 Penalty: 5384.563477
	Iteration 27Q: 3 clusters Score -7795956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -7795967.500000 Penalty: 5384.563477
	Iteration 28Q: 3 clusters Score -7795968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -7795967.500000 Penalty: 5384.563477
	Iteration 29Q: 3 clusters Score -7795968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -7795984.500000 Penalty: 5384.563477
	Iteration 30Q: 3 clusters Score -7795984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -7795990.000000 Penalty: 5384.563477
	Iteration 31Q: 3 clusters Score -7795990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -7795997.000000 Penalty: 5384.563477
	Iteration 32Q: 3 clusters Score -7795997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -7796002.000000 Penalty: 5384.563477
	Iteration 33Q: 3 clusters Score -7796002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -7796006.000000 Penalty: 5384.563477
	Iteration 34Q: 3 clusters Score -7796006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7795997.500000 Penalty: 5384.563477
	Iteration 35Q: 3 clusters Score -7795998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -7795995.500000 Penalty: 5384.563477
	Iteration 36Q: 3 clusters Score -7795996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -7796000.000000 Penalty: 5384.563477
	Iteration 37Q: 3 clusters Score -7796000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -7796012.500000 Penalty: 5384.563477
	Iteration 38Q: 3 clusters Score -7796012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -7796013.500000 Penalty: 5384.563477
	Iteration 39Q: 3 clusters Score -7796014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -7796020.000000 Penalty: 5384.563477
	Iteration 40F: 3 clusters Score -7796020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -7796030.500000 Penalty: 5384.563477
	Iteration 41Q: 3 clusters Score -7796030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -7796028.500000 Penalty: 5384.563477
	Iteration 42Q: 3 clusters Score -7796028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -7796016.500000 Penalty: 5384.563477
	Iteration 43Q: 3 clusters Score -7796016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -7796009.000000 Penalty: 5384.563477
	Iteration 44Q: 3 clusters Score -7796009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -7796011.500000 Penalty: 5384.563477
	Iteration 45Q: 3 clusters Score -7796012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7796020.500000 Penalty: 5384.563477
	Iteration 46Q: 3 clusters Score -7796020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -7796015.000000 Penalty: 5384.563477
	Iteration 47Q: 3 clusters Score -7796015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -7796013.000000 Penalty: 5384.563477
	Iteration 48Q: 3 clusters Score -7796013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7796016.500000 Penalty: 5384.563477
	Iteration 49Q: 3 clusters Score -7796016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7796024.000000 Penalty: 5384.563477
	Iteration 50Q: 3 clusters Score -7796024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -7796025.000000 Penalty: 5384.563477
	Iteration 51Q: 3 clusters Score -7796025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7796026.000000 Penalty: 5384.563477
	Iteration 52Q: 3 clusters Score -7796026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -7796033.500000 Penalty: 5384.563477
	Iteration 53Q: 3 clusters Score -7796034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -7796033.500000 Penalty: 5384.563477
	Iteration 54F: 3 clusters Score -7796034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Entering Unmasked Estep 
Score: -104035656.000000 Penalty: 80086.250000
Splitting cluster 11 changes total score from -104015896.000000 to -104035656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (18048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Entering Unmasked Estep 
Score: -2681257.750000 Penalty: 2430.595947
	Iteration 0F: 2 clusters Score -2681258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2668862.750000 Penalty: 4861.191895
	Iteration 0F: 3 clusters Score -2668863 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2680000.500000 Penalty: 4861.191895
	Iteration 1F: 3 clusters Score -2680000 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2695270.250000 Penalty: 4861.191895
	Iteration 2F: 3 clusters Score -2695270 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2701723.750000 Penalty: 4861.191895
	Iteration 3F: 3 clusters Score -2701724 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2702269.750000 Penalty: 4861.191895
	Iteration 4Q: 3 clusters Score -2702270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2702327.250000 Penalty: 4861.191895
	Iteration 5Q: 3 clusters Score -2702327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2702345.000000 Penalty: 4861.191895
	Iteration 6Q: 3 clusters Score -2702345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2702353.000000 Penalty: 4861.191895
	Iteration 7Q: 3 clusters Score -2702353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2702362.000000 Penalty: 4861.191895
	Iteration 8Q: 3 clusters Score -2702362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2702369.500000 Penalty: 4861.191895
	Iteration 9Q: 3 clusters Score -2702370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2702369.500000 Penalty: 4861.191895
	Iteration 10Q: 3 clusters Score -2702370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2702368.250000 Penalty: 4861.191895
	Iteration 11Q: 3 clusters Score -2702368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2702371.000000 Penalty: 4861.191895
	Iteration 12Q: 3 clusters Score -2702371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2702366.250000 Penalty: 4861.191895
	Iteration 13Q: 3 clusters Score -2702366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2702367.750000 Penalty: 4861.191895
	Iteration 14Q: 3 clusters Score -2702368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2702372.250000 Penalty: 4861.191895
	Iteration 15Q: 3 clusters Score -2702372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2702374.750000 Penalty: 4861.191895
	Iteration 16Q: 3 clusters Score -2702375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2702372.500000 Penalty: 4861.191895
	Iteration 17Q: 3 clusters Score -2702372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2702374.750000 Penalty: 4861.191895
	Iteration 18Q: 3 clusters Score -2702375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2702374.500000 Penalty: 4861.191895
	Iteration 19Q: 3 clusters Score -2702374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2702374.500000 Penalty: 4861.191895
	Iteration 20F: 3 clusters Score -2702374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 16899 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Entering Unmasked Estep 
Score: -104055608.000000 Penalty: 83423.171875
Splitting cluster 12 changes total score from -104015896.000000 to -104055608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (16899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Entering Unmasked Estep 
Score: -2526562.500000 Penalty: 2414.282471
	Iteration 0F: 2 clusters Score -2526562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2514464.500000 Penalty: 4828.564941
	Iteration 0F: 3 clusters Score -2514464 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2518549.000000 Penalty: 4828.564941
	Iteration 1F: 3 clusters Score -2518549 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2519263.000000 Penalty: 4828.564941
	Iteration 2F: 3 clusters Score -2519263 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2520392.000000 Penalty: 4828.564941
	Iteration 3F: 3 clusters Score -2520392 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2521863.250000 Penalty: 4828.564941
	Iteration 4F: 3 clusters Score -2521863 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2523223.250000 Penalty: 4828.564941
	Iteration 5F: 3 clusters Score -2523223 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2524329.750000 Penalty: 4828.564941
	Iteration 6F: 3 clusters Score -2524330 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2525049.000000 Penalty: 4828.564941
	Iteration 7F: 3 clusters Score -2525049 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2525473.250000 Penalty: 4828.564941
	Iteration 8Q: 3 clusters Score -2525473 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2525781.750000 Penalty: 4828.564941
	Iteration 9Q: 3 clusters Score -2525782 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2526087.000000 Penalty: 4828.564941
	Iteration 10Q: 3 clusters Score -2526087 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2526359.750000 Penalty: 4828.564941
	Iteration 11Q: 3 clusters Score -2526360 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2526554.250000 Penalty: 4828.564941
	Iteration 12Q: 3 clusters Score -2526554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2526683.750000 Penalty: 4828.564941
	Iteration 13Q: 3 clusters Score -2526684 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2526796.500000 Penalty: 4828.564941
	Iteration 14Q: 3 clusters Score -2526796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2526899.750000 Penalty: 4828.564941
	Iteration 15Q: 3 clusters Score -2526900 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2526978.000000 Penalty: 4828.564941
	Iteration 16Q: 3 clusters Score -2526978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2527084.500000 Penalty: 4828.564941
	Iteration 17Q: 3 clusters Score -2527084 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2527185.000000 Penalty: 4828.564941
	Iteration 18Q: 3 clusters Score -2527185 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2527255.750000 Penalty: 4828.564941
	Iteration 19Q: 3 clusters Score -2527256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2527294.500000 Penalty: 4828.564941
	Iteration 20F: 3 clusters Score -2527294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2527336.250000 Penalty: 4828.564941
	Iteration 21Q: 3 clusters Score -2527336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2527369.000000 Penalty: 4828.564941
	Iteration 22Q: 3 clusters Score -2527369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2527394.000000 Penalty: 4828.564941
	Iteration 23Q: 3 clusters Score -2527394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2527402.250000 Penalty: 4828.564941
	Iteration 24Q: 3 clusters Score -2527402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2527418.000000 Penalty: 4828.564941
	Iteration 25Q: 3 clusters Score -2527418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2527428.250000 Penalty: 4828.564941
	Iteration 26Q: 3 clusters Score -2527428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2527430.500000 Penalty: 4828.564941
	Iteration 27Q: 3 clusters Score -2527430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2527435.750000 Penalty: 4828.564941
	Iteration 28Q: 3 clusters Score -2527436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2527438.250000 Penalty: 4828.564941
	Iteration 29Q: 3 clusters Score -2527438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2527443.000000 Penalty: 4828.564941
	Iteration 30Q: 3 clusters Score -2527443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2527450.500000 Penalty: 4828.564941
	Iteration 31Q: 3 clusters Score -2527450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2527450.250000 Penalty: 4828.564941
	Iteration 32Q: 3 clusters Score -2527450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2527448.250000 Penalty: 4828.564941
	Iteration 33Q: 3 clusters Score -2527448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2527455.250000 Penalty: 4828.564941
	Iteration 34Q: 3 clusters Score -2527455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2527454.000000 Penalty: 4828.564941
	Iteration 35Q: 3 clusters Score -2527454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2527454.500000 Penalty: 4828.564941
	Iteration 36Q: 3 clusters Score -2527454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2527456.000000 Penalty: 4828.564941
	Iteration 37Q: 3 clusters Score -2527456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2527456.250000 Penalty: 4828.564941
	Iteration 38Q: 3 clusters Score -2527456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2527454.250000 Penalty: 4828.564941
	Iteration 39Q: 3 clusters Score -2527454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2527457.500000 Penalty: 4828.564941
	Iteration 40F: 3 clusters Score -2527458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2527459.000000 Penalty: 4828.564941
	Iteration 41Q: 3 clusters Score -2527459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2527456.750000 Penalty: 4828.564941
	Iteration 42Q: 3 clusters Score -2527457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2527458.000000 Penalty: 4828.564941
	Iteration 43Q: 3 clusters Score -2527458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2527458.000000 Penalty: 4828.564941
	Iteration 44F: 3 clusters Score -2527458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 3731 members 
Entering Unmasked Estep 
Score: -104055832.000000 Penalty: 86760.101562
Splitting cluster 13 changes total score from -104015896.000000 to -104055832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (3513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Entering Unmasked Estep 
Score: -526004.750000 Penalty: 2024.727905
	Iteration 0F: 2 clusters Score -526004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -522431.843750 Penalty: 4049.455811
	Iteration 0F: 3 clusters Score -522431.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -523232.937500 Penalty: 4049.455811
	Iteration 1F: 3 clusters Score -523232.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -523455.625000 Penalty: 4049.455811
	Iteration 2F: 3 clusters Score -523455.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -523613.031250 Penalty: 4049.455811
	Iteration 3Q: 3 clusters Score -523613 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -523736.406250 Penalty: 4049.455811
	Iteration 4Q: 3 clusters Score -523736.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -523821.562500 Penalty: 4049.455811
	Iteration 5Q: 3 clusters Score -523821.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -523899.750000 Penalty: 4049.455811
	Iteration 6Q: 3 clusters Score -523899.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -523952.187500 Penalty: 4049.455811
	Iteration 7Q: 3 clusters Score -523952.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -524002.375000 Penalty: 4049.455811
	Iteration 8Q: 3 clusters Score -524002.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -524045.500000 Penalty: 4049.455811
	Iteration 9Q: 3 clusters Score -524045.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -524079.156250 Penalty: 4049.455811
	Iteration 10Q: 3 clusters Score -524079.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -524113.218750 Penalty: 4049.455811
	Iteration 11Q: 3 clusters Score -524113.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -524143.218750 Penalty: 4049.455811
	Iteration 12Q: 3 clusters Score -524143.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -524180.531250 Penalty: 4049.455811
	Iteration 13Q: 3 clusters Score -524180.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -524219.312500 Penalty: 4049.455811
	Iteration 14Q: 3 clusters Score -524219.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -524256.312500 Penalty: 4049.455811
	Iteration 15Q: 3 clusters Score -524256.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -524295.375000 Penalty: 4049.455811
	Iteration 16Q: 3 clusters Score -524295.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -524336.187500 Penalty: 4049.455811
	Iteration 17Q: 3 clusters Score -524336.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -524389.062500 Penalty: 4049.455811
	Iteration 18Q: 3 clusters Score -524389.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -524437.687500 Penalty: 4049.455811
	Iteration 19Q: 3 clusters Score -524437.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -524486.312500 Penalty: 4049.455811
	Iteration 20F: 3 clusters Score -524486.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -524541.000000 Penalty: 4049.455811
	Iteration 21Q: 3 clusters Score -524541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -524588.125000 Penalty: 4049.455811
	Iteration 22Q: 3 clusters Score -524588.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -524637.750000 Penalty: 4049.455811
	Iteration 23Q: 3 clusters Score -524637.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -524698.312500 Penalty: 4049.455811
	Iteration 24Q: 3 clusters Score -524698.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -524766.500000 Penalty: 4049.455811
	Iteration 25Q: 3 clusters Score -524766.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -524796.187500 Penalty: 4049.455811
	Iteration 26Q: 3 clusters Score -524796.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -524811.500000 Penalty: 4049.455811
	Iteration 27Q: 3 clusters Score -524811.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -524815.562500 Penalty: 4049.455811
	Iteration 28Q: 3 clusters Score -524815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -524817.812500 Penalty: 4049.455811
	Iteration 29Q: 3 clusters Score -524817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -524817.437500 Penalty: 4049.455811
	Iteration 30Q: 3 clusters Score -524817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -524817.437500 Penalty: 4049.455811
	Iteration 31F: 3 clusters Score -524817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1729727.125000 Penalty: 2340.948242
	Iteration 0F: 2 clusters Score -1729727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1720460.750000 Penalty: 4681.896484
	Iteration 0F: 3 clusters Score -1720461 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1723862.875000 Penalty: 4681.896484
	Iteration 1F: 3 clusters Score -1723863 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1724647.125000 Penalty: 4681.896484
	Iteration 2F: 3 clusters Score -1724647 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1725395.750000 Penalty: 4681.896484
	Iteration 3F: 3 clusters Score -1725396 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1726225.000000 Penalty: 4681.896484
	Iteration 4F: 3 clusters Score -1726225 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1727416.875000 Penalty: 4681.896484
	Iteration 5F: 3 clusters Score -1727417 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1728737.250000 Penalty: 4681.896484
	Iteration 6F: 3 clusters Score -1728737 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1729851.125000 Penalty: 4681.896484
	Iteration 7F: 3 clusters Score -1729851 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1730473.375000 Penalty: 4681.896484
	Iteration 8F: 3 clusters Score -1730473 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1730836.875000 Penalty: 4681.896484
	Iteration 9Q: 3 clusters Score -1730837 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1731074.250000 Penalty: 4681.896484
	Iteration 10Q: 3 clusters Score -1731074 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1731210.125000 Penalty: 4681.896484
	Iteration 11Q: 3 clusters Score -1731210 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1731288.750000 Penalty: 4681.896484
	Iteration 12Q: 3 clusters Score -1731289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1731340.250000 Penalty: 4681.896484
	Iteration 13Q: 3 clusters Score -1731340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1731365.250000 Penalty: 4681.896484
	Iteration 14Q: 3 clusters Score -1731365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1731388.000000 Penalty: 4681.896484
	Iteration 15Q: 3 clusters Score -1731388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1731399.000000 Penalty: 4681.896484
	Iteration 16Q: 3 clusters Score -1731399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1731405.625000 Penalty: 4681.896484
	Iteration 17Q: 3 clusters Score -1731406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1731411.750000 Penalty: 4681.896484
	Iteration 18Q: 3 clusters Score -1731412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1731418.125000 Penalty: 4681.896484
	Iteration 19Q: 3 clusters Score -1731418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1731419.375000 Penalty: 4681.896484
	Iteration 20F: 3 clusters Score -1731419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1731418.625000 Penalty: 4681.896484
	Iteration 21Q: 3 clusters Score -1731419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1731420.250000 Penalty: 4681.896484
	Iteration 22Q: 3 clusters Score -1731420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1731419.375000 Penalty: 4681.896484
	Iteration 23Q: 3 clusters Score -1731419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1731427.625000 Penalty: 4681.896484
	Iteration 24Q: 3 clusters Score -1731428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1731429.250000 Penalty: 4681.896484
	Iteration 25Q: 3 clusters Score -1731429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1731435.500000 Penalty: 4681.896484
	Iteration 26Q: 3 clusters Score -1731436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1731435.875000 Penalty: 4681.896484
	Iteration 27Q: 3 clusters Score -1731436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1731438.250000 Penalty: 4681.896484
	Iteration 28Q: 3 clusters Score -1731438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1731438.125000 Penalty: 4681.896484
	Iteration 29Q: 3 clusters Score -1731438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1731440.875000 Penalty: 4681.896484
	Iteration 30Q: 3 clusters Score -1731441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1731443.250000 Penalty: 4681.896484
	Iteration 31Q: 3 clusters Score -1731443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1731438.750000 Penalty: 4681.896484
	Iteration 32Q: 3 clusters Score -1731439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1731441.375000 Penalty: 4681.896484
	Iteration 33Q: 3 clusters Score -1731441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1731438.250000 Penalty: 4681.896484
	Iteration 34Q: 3 clusters Score -1731438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1731439.250000 Penalty: 4681.896484
	Iteration 35Q: 3 clusters Score -1731439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1731439.250000 Penalty: 4681.896484
	Iteration 36Q: 3 clusters Score -1731439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1731443.125000 Penalty: 4681.896484
	Iteration 37Q: 3 clusters Score -1731443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1731443.875000 Penalty: 4681.896484
	Iteration 38Q: 3 clusters Score -1731444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1731442.125000 Penalty: 4681.896484
	Iteration 39Q: 3 clusters Score -1731442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1731442.125000 Penalty: 4681.896484
	Iteration 40F: 3 clusters Score -1731442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 4218 members 
Entering Unmasked Estep 
Score: -104056536.000000 Penalty: 90097.031250
Splitting cluster 15 changes total score from -104015896.000000 to -104056536.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (59211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Entering Unmasked Estep 
Score: -9032554.000000 Penalty: 2725.238037
	Iteration 0F: 2 clusters Score -9032554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -8992916.000000 Penalty: 5450.476074
	Iteration 0F: 3 clusters Score -8992916 nChanged 27451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -9008197.000000 Penalty: 5450.476074
	Iteration 1F: 3 clusters Score -9008197 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -9008793.000000 Penalty: 5450.476074
	Iteration 2Q: 3 clusters Score -9008793 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -9009425.000000 Penalty: 5450.476074
	Iteration 3Q: 3 clusters Score -9009425 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -9010163.000000 Penalty: 5450.476074
	Iteration 4Q: 3 clusters Score -9010163 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -9011361.000000 Penalty: 5450.476074
	Iteration 5Q: 3 clusters Score -9011361 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -9013098.000000 Penalty: 5450.476074
	Iteration 6Q: 3 clusters Score -9013098 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -9016136.000000 Penalty: 5450.476074
	Iteration 7F: 3 clusters Score -9016136 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -9020663.000000 Penalty: 5450.476074
	Iteration 8F: 3 clusters Score -9020663 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -9025830.000000 Penalty: 5450.476074
	Iteration 9F: 3 clusters Score -9025830 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -9030322.000000 Penalty: 5450.476074
	Iteration 10F: 3 clusters Score -9030322 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9033374.000000 Penalty: 5450.476074
	Iteration 11F: 3 clusters Score -9033374 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -9035208.000000 Penalty: 5450.476074
	Iteration 12Q: 3 clusters Score -9035208 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -9036114.000000 Penalty: 5450.476074
	Iteration 13Q: 3 clusters Score -9036114 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -9036423.000000 Penalty: 5450.476074
	Iteration 14Q: 3 clusters Score -9036423 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9036638.000000 Penalty: 5450.476074
	Iteration 15Q: 3 clusters Score -9036638 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -9036685.000000 Penalty: 5450.476074
	Iteration 16Q: 3 clusters Score -9036685 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -9036715.000000 Penalty: 5450.476074
	Iteration 17Q: 3 clusters Score -9036715 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9036733.000000 Penalty: 5450.476074
	Iteration 18Q: 3 clusters Score -9036733 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -9036794.000000 Penalty: 5450.476074
	Iteration 19Q: 3 clusters Score -9036794 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -9036799.000000 Penalty: 5450.476074
	Iteration 20F: 3 clusters Score -9036799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -9036789.000000 Penalty: 5450.476074
	Iteration 21Q: 3 clusters Score -9036789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9036798.000000 Penalty: 5450.476074
	Iteration 22Q: 3 clusters Score -9036798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -9036794.000000 Penalty: 5450.476074
	Iteration 23Q: 3 clusters Score -9036794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -9036807.000000 Penalty: 5450.476074
	Iteration 24Q: 3 clusters Score -9036807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -9036807.000000 Penalty: 5450.476074
	Iteration 25Q: 3 clusters Score -9036807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9036801.000000 Penalty: 5450.476074
	Iteration 26Q: 3 clusters Score -9036801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -9036799.000000 Penalty: 5450.476074
	Iteration 27Q: 3 clusters Score -9036799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -9036803.000000 Penalty: 5450.476074
	Iteration 28Q: 3 clusters Score -9036803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -9036800.000000 Penalty: 5450.476074
	Iteration 29Q: 3 clusters Score -9036800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -9036797.000000 Penalty: 5450.476074
	Iteration 30Q: 3 clusters Score -9036797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -9036812.000000 Penalty: 5450.476074
	Iteration 31Q: 3 clusters Score -9036812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -9036816.000000 Penalty: 5450.476074
	Iteration 32Q: 3 clusters Score -9036816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -9036810.000000 Penalty: 5450.476074
	Iteration 33Q: 3 clusters Score -9036810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -9036821.000000 Penalty: 5450.476074
	Iteration 34Q: 3 clusters Score -9036821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -9036818.000000 Penalty: 5450.476074
	Iteration 35Q: 3 clusters Score -9036818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -9036826.000000 Penalty: 5450.476074
	Iteration 36Q: 3 clusters Score -9036826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -9036827.000000 Penalty: 5450.476074
	Iteration 37Q: 3 clusters Score -9036827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -9036828.000000 Penalty: 5450.476074
	Iteration 38Q: 3 clusters Score -9036828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -9036820.000000 Penalty: 5450.476074
	Iteration 39Q: 3 clusters Score -9036820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -9036826.000000 Penalty: 5450.476074
	Iteration 40F: 3 clusters Score -9036826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -9036818.000000 Penalty: 5450.476074
	Iteration 41Q: 3 clusters Score -9036818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -9036810.000000 Penalty: 5450.476074
	Iteration 42Q: 3 clusters Score -9036810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -9036816.000000 Penalty: 5450.476074
	Iteration 43Q: 3 clusters Score -9036816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -9036820.000000 Penalty: 5450.476074
	Iteration 44Q: 3 clusters Score -9036820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9036804.000000 Penalty: 5450.476074
	Iteration 45Q: 3 clusters Score -9036804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -9036809.000000 Penalty: 5450.476074
	Iteration 46Q: 3 clusters Score -9036809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -9036813.000000 Penalty: 5450.476074
	Iteration 47Q: 3 clusters Score -9036813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -9036818.000000 Penalty: 5450.476074
	Iteration 48Q: 3 clusters Score -9036818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -9036823.000000 Penalty: 5450.476074
	Iteration 49Q: 3 clusters Score -9036823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -9036824.000000 Penalty: 5450.476074
	Iteration 50Q: 3 clusters Score -9036824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -9036828.000000 Penalty: 5450.476074
	Iteration 51Q: 3 clusters Score -9036828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9036824.000000 Penalty: 5450.476074
	Iteration 52Q: 3 clusters Score -9036824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -9036837.000000 Penalty: 5450.476074
	Iteration 53Q: 3 clusters Score -9036837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -9036839.000000 Penalty: 5450.476074
	Iteration 54Q: 3 clusters Score -9036839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -9036838.000000 Penalty: 5450.476074
	Iteration 55Q: 3 clusters Score -9036838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -9036834.000000 Penalty: 5450.476074
	Iteration 56Q: 3 clusters Score -9036834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -9036824.000000 Penalty: 5450.476074
	Iteration 57Q: 3 clusters Score -9036824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -9036844.000000 Penalty: 5450.476074
	Iteration 58Q: 3 clusters Score -9036844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -9036839.000000 Penalty: 5450.476074
	Iteration 59Q: 3 clusters Score -9036839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -9036835.000000 Penalty: 5450.476074
	Iteration 60F: 3 clusters Score -9036835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -9036829.000000 Penalty: 5450.476074
	Iteration 61Q: 3 clusters Score -9036829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9036833.000000 Penalty: 5450.476074
	Iteration 62Q: 3 clusters Score -9036833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -9036842.000000 Penalty: 5450.476074
	Iteration 63Q: 3 clusters Score -9036842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -9036852.000000 Penalty: 5450.476074
	Iteration 64Q: 3 clusters Score -9036852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -9036853.000000 Penalty: 5450.476074
	Iteration 65Q: 3 clusters Score -9036853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -9036862.000000 Penalty: 5450.476074
	Iteration 66Q: 3 clusters Score -9036862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -9036857.000000 Penalty: 5450.476074
	Iteration 67Q: 3 clusters Score -9036857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -9036854.000000 Penalty: 5450.476074
	Iteration 68Q: 3 clusters Score -9036854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -9036865.000000 Penalty: 5450.476074
	Iteration 69Q: 3 clusters Score -9036865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -9036862.000000 Penalty: 5450.476074
	Iteration 70Q: 3 clusters Score -9036862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5450.476074
	Iteration 71Q: 3 clusters Score -9036869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -9036870.000000 Penalty: 5450.476074
	Iteration 72Q: 3 clusters Score -9036870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -9036877.000000 Penalty: 5450.476074
	Iteration 73Q: 3 clusters Score -9036877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -9036875.000000 Penalty: 5450.476074
	Iteration 74Q: 3 clusters Score -9036875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -9036874.000000 Penalty: 5450.476074
	Iteration 75Q: 3 clusters Score -9036874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -9036878.000000 Penalty: 5450.476074
	Iteration 76Q: 3 clusters Score -9036878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -9036876.000000 Penalty: 5450.476074
	Iteration 77Q: 3 clusters Score -9036876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9036884.000000 Penalty: 5450.476074
	Iteration 78Q: 3 clusters Score -9036884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -9036886.000000 Penalty: 5450.476074
	Iteration 79Q: 3 clusters Score -9036886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -9036883.000000 Penalty: 5450.476074
	Iteration 80F: 3 clusters Score -9036883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -9036878.000000 Penalty: 5450.476074
	Iteration 81Q: 3 clusters Score -9036878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -9036873.000000 Penalty: 5450.476074
	Iteration 82Q: 3 clusters Score -9036873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9036869.000000 Penalty: 5450.476074
	Iteration 83Q: 3 clusters Score -9036869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9036878.000000 Penalty: 5450.476074
	Iteration 84Q: 3 clusters Score -9036878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -9036887.000000 Penalty: 5450.476074
	Iteration 85Q: 3 clusters Score -9036887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -9036893.000000 Penalty: 5450.476074
	Iteration 86Q: 3 clusters Score -9036893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -9036923.000000 Penalty: 5450.476074
	Iteration 87Q: 3 clusters Score -9036923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -9036917.000000 Penalty: 5450.476074
	Iteration 88Q: 3 clusters Score -9036917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -9036901.000000 Penalty: 5450.476074
	Iteration 89Q: 3 clusters Score -9036901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -9036902.000000 Penalty: 5450.476074
	Iteration 90Q: 3 clusters Score -9036902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -9036908.000000 Penalty: 5450.476074
	Iteration 91Q: 3 clusters Score -9036908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -9036901.000000 Penalty: 5450.476074
	Iteration 92Q: 3 clusters Score -9036901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -9036900.000000 Penalty: 5450.476074
	Iteration 93Q: 3 clusters Score -9036900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9036890.000000 Penalty: 5450.476074
	Iteration 94Q: 3 clusters Score -9036890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -9036909.000000 Penalty: 5450.476074
	Iteration 95Q: 3 clusters Score -9036909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -9036910.000000 Penalty: 5450.476074
	Iteration 96Q: 3 clusters Score -9036910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -9036912.000000 Penalty: 5450.476074
	Iteration 97Q: 3 clusters Score -9036912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -9036909.000000 Penalty: 5450.476074
	Iteration 98Q: 3 clusters Score -9036909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9036904.000000 Penalty: 5450.476074
	Iteration 99Q: 3 clusters Score -9036904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -9036899.000000 Penalty: 5450.476074
	Iteration 100F: 3 clusters Score -9036899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -9036904.000000 Penalty: 5450.476074
	Iteration 101Q: 3 clusters Score -9036904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -9036894.000000 Penalty: 5450.476074
	Iteration 102Q: 3 clusters Score -9036894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -9036890.000000 Penalty: 5450.476074
	Iteration 103Q: 3 clusters Score -9036890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -9036895.000000 Penalty: 5450.476074
	Iteration 104Q: 3 clusters Score -9036895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -9036891.000000 Penalty: 5450.476074
	Iteration 105Q: 3 clusters Score -9036891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -9036893.000000 Penalty: 5450.476074
	Iteration 106Q: 3 clusters Score -9036893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -9036893.000000 Penalty: 5450.476074
	Iteration 107F: 3 clusters Score -9036893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 15404 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 163173 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 43807 members 
Entering Unmasked Estep 
Score: -104060832.000000 Penalty: 93433.953125
Splitting cluster 16 changes total score from -104015896.000000 to -104060832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (163173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Entering Unmasked Estep 
Score: -25061798.000000 Penalty: 2976.636475
	Iteration 0F: 2 clusters Score -2.50618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 81542 members 
Entering Unmasked Estep 
Score: -24983074.000000 Penalty: 5953.272949
	Iteration 0F: 3 clusters Score -2.498307e+07 nChanged 78126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -25029066.000000 Penalty: 5953.272949
	Iteration 1F: 3 clusters Score -2.502907e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -25031238.000000 Penalty: 5953.272949
	Iteration 2Q: 3 clusters Score -2.503124e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -25034534.000000 Penalty: 5953.272949
	Iteration 3Q: 3 clusters Score -2.503453e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -25039156.000000 Penalty: 5953.272949
	Iteration 4F: 3 clusters Score -2.503916e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -25045802.000000 Penalty: 5953.272949
	Iteration 5F: 3 clusters Score -2.50458e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -25054274.000000 Penalty: 5953.272949
	Iteration 6F: 3 clusters Score -2.505427e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -25062200.000000 Penalty: 5953.272949
	Iteration 7F: 3 clusters Score -2.50622e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -25067562.000000 Penalty: 5953.272949
	Iteration 8F: 3 clusters Score -2.506756e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 82208 members 
Entering Unmasked Estep 
Score: -25069644.000000 Penalty: 5953.272949
	Iteration 9Q: 3 clusters Score -2.506964e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2.507106e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -25071610.000000 Penalty: 5953.272949
	Iteration 11Q: 3 clusters Score -2.507161e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -25071870.000000 Penalty: 5953.272949
	Iteration 12Q: 3 clusters Score -2.507187e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2.507208e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2.50723e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2.507258e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -25072916.000000 Penalty: 5953.272949
	Iteration 16Q: 3 clusters Score -2.507292e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2.507318e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2.507335e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2.507367e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -25073720.000000 Penalty: 5953.272949
	Iteration 20F: 3 clusters Score -2.507372e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2.507406e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2.507411e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.507408e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2.507408e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -25073856.000000 Penalty: 5953.272949
	Iteration 25Q: 3 clusters Score -2.507386e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -25073590.000000 Penalty: 5953.272949
	Iteration 26Q: 3 clusters Score -2.507359e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -25073342.000000 Penalty: 5953.272949
	Iteration 27Q: 3 clusters Score -2.507334e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 112712 members 
Entering Unmasked Estep 
Score: -25072928.000000 Penalty: 5953.272949
	Iteration 28Q: 3 clusters Score -2.507293e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.507245e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 116109 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2.507203e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2.507174e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2.507148e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.507104e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 121179 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2.50708e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2.507056e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.507028e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 123630 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.507003e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.506999e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.506982e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.506991e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.506976e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.506956e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2.506929e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.50691e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 127599 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.506909e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 127863 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2.506895e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 128161 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2.506885e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 128424 members 
Entering Unmasked Estep 
Score: -25068878.000000 Penalty: 5953.272949
	Iteration 48Q: 3 clusters Score -2.506888e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 128672 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.506873e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 128896 members 
Entering Unmasked Estep 
Score: -25068648.000000 Penalty: 5953.272949
	Iteration 50Q: 3 clusters Score -2.506865e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.506862e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 129254 members 
Entering Unmasked Estep 
Score: -25068594.000000 Penalty: 5953.272949
	Iteration 52Q: 3 clusters Score -2.506859e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 129379 members 
Entering Unmasked Estep 
Score: -25068512.000000 Penalty: 5953.272949
	Iteration 53Q: 3 clusters Score -2.506851e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 129490 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2.506856e+07 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 129608 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.506846e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -25068418.000000 Penalty: 5953.272949
	Iteration 56Q: 3 clusters Score -2.506842e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 129691 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.50684e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.506836e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 129718 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.506836e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 129690 members 
Entering Unmasked Estep 
Score: -25068338.000000 Penalty: 5953.272949
	Iteration 60F: 3 clusters Score -2.506834e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -25068378.000000 Penalty: 5953.272949
	Iteration 61Q: 3 clusters Score -2.506838e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -25068422.000000 Penalty: 5953.272949
	Iteration 62Q: 3 clusters Score -2.506842e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 129436 members 
Entering Unmasked Estep 
Score: -25068470.000000 Penalty: 5953.272949
	Iteration 63Q: 3 clusters Score -2.506847e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2.506852e+07 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2.506857e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 128943 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2.506856e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 128774 members 
Entering Unmasked Estep 
Score: -25068512.000000 Penalty: 5953.272949
	Iteration 67Q: 3 clusters Score -2.506851e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 128587 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2.506855e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 128380 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.506859e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 128174 members 
Entering Unmasked Estep 
Score: -25068580.000000 Penalty: 5953.272949
	Iteration 70Q: 3 clusters Score -2.506858e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.50686e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 127728 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.50687e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.506873e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 127186 members 
Entering Unmasked Estep 
Score: -25068842.000000 Penalty: 5953.272949
	Iteration 74Q: 3 clusters Score -2.506884e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.50689e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.506897e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.506901e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -25069076.000000 Penalty: 5953.272949
	Iteration 78Q: 3 clusters Score -2.506908e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
Score: -25069156.000000 Penalty: 5953.272949
	Iteration 79Q: 3 clusters Score -2.506916e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -25069322.000000 Penalty: 5953.272949
	Iteration 80F: 3 clusters Score -2.506932e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -25069386.000000 Penalty: 5953.272949
	Iteration 81Q: 3 clusters Score -2.506939e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -25069352.000000 Penalty: 5953.272949
	Iteration 82Q: 3 clusters Score -2.506935e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.506942e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 123991 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.506948e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.506948e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.50695e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.506955e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.506961e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 122523 members 
Entering Unmasked Estep 
Score: -25069692.000000 Penalty: 5953.272949
	Iteration 89Q: 3 clusters Score -2.506969e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 122252 members 
Entering Unmasked Estep 
Score: -25069672.000000 Penalty: 5953.272949
	Iteration 90Q: 3 clusters Score -2.506967e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -25069694.000000 Penalty: 5953.272949
	Iteration 91Q: 3 clusters Score -2.506969e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -25069734.000000 Penalty: 5953.272949
	Iteration 92Q: 3 clusters Score -2.506973e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -25069694.000000 Penalty: 5953.272949
	Iteration 93Q: 3 clusters Score -2.506969e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -25069682.000000 Penalty: 5953.272949
	Iteration 94Q: 3 clusters Score -2.506968e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -25069710.000000 Penalty: 5953.272949
	Iteration 95Q: 3 clusters Score -2.506971e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 120860 members 
Entering Unmasked Estep 
Score: -25069714.000000 Penalty: 5953.272949
	Iteration 96Q: 3 clusters Score -2.506971e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -25069674.000000 Penalty: 5953.272949
	Iteration 97Q: 3 clusters Score -2.506967e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -25069678.000000 Penalty: 5953.272949
	Iteration 98Q: 3 clusters Score -2.506968e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -25069724.000000 Penalty: 5953.272949
	Iteration 99Q: 3 clusters Score -2.506972e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -25069752.000000 Penalty: 5953.272949
	Iteration 100F: 3 clusters Score -2.506975e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -25069784.000000 Penalty: 5953.272949
	Iteration 101Q: 3 clusters Score -2.506978e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 119808 members 
Entering Unmasked Estep 
Score: -25069788.000000 Penalty: 5953.272949
	Iteration 102Q: 3 clusters Score -2.506979e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -25069790.000000 Penalty: 5953.272949
	Iteration 103Q: 3 clusters Score -2.506979e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -25069834.000000 Penalty: 5953.272949
	Iteration 104Q: 3 clusters Score -2.506983e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -25069848.000000 Penalty: 5953.272949
	Iteration 105Q: 3 clusters Score -2.506985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 119313 members 
Entering Unmasked Estep 
Score: -25069844.000000 Penalty: 5953.272949
	Iteration 106Q: 3 clusters Score -2.506984e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 119201 members 
Entering Unmasked Estep 
Score: -25069862.000000 Penalty: 5953.272949
	Iteration 107Q: 3 clusters Score -2.506986e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -25069850.000000 Penalty: 5953.272949
	Iteration 108Q: 3 clusters Score -2.506985e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -25069870.000000 Penalty: 5953.272949
	Iteration 109Q: 3 clusters Score -2.506987e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -25069928.000000 Penalty: 5953.272949
	Iteration 110Q: 3 clusters Score -2.506993e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -25069924.000000 Penalty: 5953.272949
	Iteration 111Q: 3 clusters Score -2.506992e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -25069950.000000 Penalty: 5953.272949
	Iteration 112Q: 3 clusters Score -2.506995e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -25069956.000000 Penalty: 5953.272949
	Iteration 113Q: 3 clusters Score -2.506996e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 118499 members 
Entering Unmasked Estep 
Score: -25069946.000000 Penalty: 5953.272949
	Iteration 114Q: 3 clusters Score -2.506995e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 118410 members 
Entering Unmasked Estep 
Score: -25069948.000000 Penalty: 5953.272949
	Iteration 115Q: 3 clusters Score -2.506995e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -25069950.000000 Penalty: 5953.272949
	Iteration 116Q: 3 clusters Score -2.506995e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 118205 members 
Entering Unmasked Estep 
Score: -25069964.000000 Penalty: 5953.272949
	Iteration 117Q: 3 clusters Score -2.506996e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -25070002.000000 Penalty: 5953.272949
	Iteration 118Q: 3 clusters Score -2.507e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 118006 members 
Entering Unmasked Estep 
Score: -25070022.000000 Penalty: 5953.272949
	Iteration 119Q: 3 clusters Score -2.507002e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -25070026.000000 Penalty: 5953.272949
	Iteration 120F: 3 clusters Score -2.507003e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 117848 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.507e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -25070016.000000 Penalty: 5953.272949
	Iteration 122Q: 3 clusters Score -2.507002e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -25069994.000000 Penalty: 5953.272949
	Iteration 123Q: 3 clusters Score -2.506999e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 117612 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.507002e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -25069970.000000 Penalty: 5953.272949
	Iteration 125Q: 3 clusters Score -2.506997e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -25069992.000000 Penalty: 5953.272949
	Iteration 126Q: 3 clusters Score -2.506999e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 117327 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.507e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -25070022.000000 Penalty: 5953.272949
	Iteration 128Q: 3 clusters Score -2.507002e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -25069988.000000 Penalty: 5953.272949
	Iteration 129Q: 3 clusters Score -2.506999e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -25069976.000000 Penalty: 5953.272949
	Iteration 130Q: 3 clusters Score -2.506998e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -25069968.000000 Penalty: 5953.272949
	Iteration 131Q: 3 clusters Score -2.506997e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -25070000.000000 Penalty: 5953.272949
	Iteration 132Q: 3 clusters Score -2.507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -25070046.000000 Penalty: 5953.272949
	Iteration 133Q: 3 clusters Score -2.507005e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 116720 members 
Entering Unmasked Estep 
Score: -25070048.000000 Penalty: 5953.272949
	Iteration 134Q: 3 clusters Score -2.507005e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -25070054.000000 Penalty: 5953.272949
	Iteration 135Q: 3 clusters Score -2.507005e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -25070040.000000 Penalty: 5953.272949
	Iteration 136Q: 3 clusters Score -2.507004e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -25070078.000000 Penalty: 5953.272949
	Iteration 137Q: 3 clusters Score -2.507008e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -25070074.000000 Penalty: 5953.272949
	Iteration 138Q: 3 clusters Score -2.507007e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -25070110.000000 Penalty: 5953.272949
	Iteration 139Q: 3 clusters Score -2.507011e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -25070140.000000 Penalty: 5953.272949
	Iteration 140F: 3 clusters Score -2.507014e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -25070140.000000 Penalty: 5953.272949
	Iteration 141Q: 3 clusters Score -2.507014e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 116267 members 
Entering Unmasked Estep 
Score: -25070112.000000 Penalty: 5953.272949
	Iteration 142Q: 3 clusters Score -2.507011e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -25070102.000000 Penalty: 5953.272949
	Iteration 143Q: 3 clusters Score -2.50701e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.507011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -25070134.000000 Penalty: 5953.272949
	Iteration 145Q: 3 clusters Score -2.507013e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 116086 members 
Entering Unmasked Estep 
Score: -25070118.000000 Penalty: 5953.272949
	Iteration 146Q: 3 clusters Score -2.507012e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 116042 members 
Entering Unmasked Estep 
Score: -25070142.000000 Penalty: 5953.272949
	Iteration 147Q: 3 clusters Score -2.507014e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -25070172.000000 Penalty: 5953.272949
	Iteration 148Q: 3 clusters Score -2.507017e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -25070168.000000 Penalty: 5953.272949
	Iteration 149Q: 3 clusters Score -2.507017e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.507018e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -25070186.000000 Penalty: 5953.272949
	Iteration 151Q: 3 clusters Score -2.507019e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 115835 members 
Entering Unmasked Estep 
Score: -25070222.000000 Penalty: 5953.272949
	Iteration 152Q: 3 clusters Score -2.507022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -25070192.000000 Penalty: 5953.272949
	Iteration 153Q: 3 clusters Score -2.507019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -25070196.000000 Penalty: 5953.272949
	Iteration 154Q: 3 clusters Score -2.50702e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -25070210.000000 Penalty: 5953.272949
	Iteration 155Q: 3 clusters Score -2.507021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 115694 members 
Entering Unmasked Estep 
Score: -25070204.000000 Penalty: 5953.272949
	Iteration 156Q: 3 clusters Score -2.50702e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -25070246.000000 Penalty: 5953.272949
	Iteration 157Q: 3 clusters Score -2.507025e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 115629 members 
Entering Unmasked Estep 
Score: -25070290.000000 Penalty: 5953.272949
	Iteration 158Q: 3 clusters Score -2.507029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -25070294.000000 Penalty: 5953.272949
	Iteration 159Q: 3 clusters Score -2.507029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 115585 members 
Entering Unmasked Estep 
Score: -25070292.000000 Penalty: 5953.272949
	Iteration 160F: 3 clusters Score -2.507029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -25070282.000000 Penalty: 5953.272949
	Iteration 161Q: 3 clusters Score -2.507028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.507029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -25070314.000000 Penalty: 5953.272949
	Iteration 163Q: 3 clusters Score -2.507031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.507029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -25070302.000000 Penalty: 5953.272949
	Iteration 165Q: 3 clusters Score -2.50703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -25070312.000000 Penalty: 5953.272949
	Iteration 166Q: 3 clusters Score -2.507031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -25070322.000000 Penalty: 5953.272949
	Iteration 167Q: 3 clusters Score -2.507032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -25070316.000000 Penalty: 5953.272949
	Iteration 168Q: 3 clusters Score -2.507032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.50703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -25070328.000000 Penalty: 5953.272949
	Iteration 170Q: 3 clusters Score -2.507033e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -25070334.000000 Penalty: 5953.272949
	Iteration 171Q: 3 clusters Score -2.507033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -25070348.000000 Penalty: 5953.272949
	Iteration 172Q: 3 clusters Score -2.507035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -25070354.000000 Penalty: 5953.272949
	Iteration 173Q: 3 clusters Score -2.507035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -25070332.000000 Penalty: 5953.272949
	Iteration 174Q: 3 clusters Score -2.507033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 115293 members 
Entering Unmasked Estep 
Score: -25070350.000000 Penalty: 5953.272949
	Iteration 175Q: 3 clusters Score -2.507035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -25070344.000000 Penalty: 5953.272949
	Iteration 176Q: 3 clusters Score -2.507034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 115275 members 
Entering Unmasked Estep 
Score: -25070342.000000 Penalty: 5953.272949
	Iteration 177Q: 3 clusters Score -2.507034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -25070346.000000 Penalty: 5953.272949
	Iteration 178Q: 3 clusters Score -2.507035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 115253 members 
Entering Unmasked Estep 
Score: -25070370.000000 Penalty: 5953.272949
	Iteration 179Q: 3 clusters Score -2.507037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 115248 members 
Entering Unmasked Estep 
Score: -25070384.000000 Penalty: 5953.272949
	Iteration 180F: 3 clusters Score -2.507038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -25070390.000000 Penalty: 5953.272949
	Iteration 181Q: 3 clusters Score -2.507039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 115220 members 
Entering Unmasked Estep 
Score: -25070390.000000 Penalty: 5953.272949
	Iteration 182Q: 3 clusters Score -2.507039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -25070406.000000 Penalty: 5953.272949
	Iteration 183Q: 3 clusters Score -2.507041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -25070400.000000 Penalty: 5953.272949
	Iteration 184Q: 3 clusters Score -2.50704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 115163 members 
Entering Unmasked Estep 
Score: -25070398.000000 Penalty: 5953.272949
	Iteration 185Q: 3 clusters Score -2.50704e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -25070418.000000 Penalty: 5953.272949
	Iteration 186Q: 3 clusters Score -2.507042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -25070410.000000 Penalty: 5953.272949
	Iteration 187Q: 3 clusters Score -2.507041e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -25070408.000000 Penalty: 5953.272949
	Iteration 188Q: 3 clusters Score -2.507041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 115106 members 
Entering Unmasked Estep 
Score: -25070410.000000 Penalty: 5953.272949
	Iteration 189Q: 3 clusters Score -2.507041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -25070434.000000 Penalty: 5953.272949
	Iteration 190Q: 3 clusters Score -2.507043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 115089 members 
Entering Unmasked Estep 
Score: -25070446.000000 Penalty: 5953.272949
	Iteration 191Q: 3 clusters Score -2.507045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 115087 members 
Entering Unmasked Estep 
Score: -25070442.000000 Penalty: 5953.272949
	Iteration 192Q: 3 clusters Score -2.507044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 115084 members 
Entering Unmasked Estep 
Score: -25070438.000000 Penalty: 5953.272949
	Iteration 193Q: 3 clusters Score -2.507044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 115077 members 
Entering Unmasked Estep 
Score: -25070442.000000 Penalty: 5953.272949
	Iteration 194Q: 3 clusters Score -2.507044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -25070446.000000 Penalty: 5953.272949
	Iteration 195Q: 3 clusters Score -2.507045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -25070452.000000 Penalty: 5953.272949
	Iteration 196Q: 3 clusters Score -2.507045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -25070468.000000 Penalty: 5953.272949
	Iteration 197Q: 3 clusters Score -2.507047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -25070466.000000 Penalty: 5953.272949
	Iteration 198Q: 3 clusters Score -2.507047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -25070470.000000 Penalty: 5953.272949
	Iteration 199Q: 3 clusters Score -2.507047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 115057 members 
Entering Unmasked Estep 
Score: -25070480.000000 Penalty: 5953.272949
	Iteration 200F: 3 clusters Score -2.507048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -25070468.000000 Penalty: 5953.272949
	Iteration 201Q: 3 clusters Score -2.507047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -25070472.000000 Penalty: 5953.272949
	Iteration 202Q: 3 clusters Score -2.507047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -25070466.000000 Penalty: 5953.272949
	Iteration 203Q: 3 clusters Score -2.507047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -25070466.000000 Penalty: 5953.272949
	Iteration 204Q: 3 clusters Score -2.507047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -25070480.000000 Penalty: 5953.272949
	Iteration 205Q: 3 clusters Score -2.507048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 115047 members 
Entering Unmasked Estep 
Score: -25070480.000000 Penalty: 5953.272949
	Iteration 206Q: 3 clusters Score -2.507048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 115045 members 
Entering Unmasked Estep 
Score: -25070468.000000 Penalty: 5953.272949
	Iteration 207Q: 3 clusters Score -2.507047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -25070476.000000 Penalty: 5953.272949
	Iteration 208Q: 3 clusters Score -2.507048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -25070464.000000 Penalty: 5953.272949
	Iteration 209Q: 3 clusters Score -2.507046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -25070464.000000 Penalty: 5953.272949
	Iteration 210F: 3 clusters Score -2.507046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 15404 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 43807 members 
Mstep: Class 29 contains 115040 members 
Entering Unmasked Estep 
Score: -104069296.000000 Penalty: 96770.882812
Splitting cluster 18 changes total score from -104015896.000000 to -104069296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -977337.500000 Penalty: 2185.917236
	Iteration 0F: 2 clusters Score -977337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -971726.437500 Penalty: 4371.834473
	Iteration 0F: 3 clusters Score -971726.4 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -973154.500000 Penalty: 4371.834473
	Iteration 1F: 3 clusters Score -973154.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -973401.375000 Penalty: 4371.834473
	Iteration 2F: 3 clusters Score -973401.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -973570.187500 Penalty: 4371.834473
	Iteration 3F: 3 clusters Score -973570.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -973714.625000 Penalty: 4371.834473
	Iteration 4Q: 3 clusters Score -973714.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -973837.125000 Penalty: 4371.834473
	Iteration 5Q: 3 clusters Score -973837.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -973945.250000 Penalty: 4371.834473
	Iteration 6Q: 3 clusters Score -973945.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -974039.625000 Penalty: 4371.834473
	Iteration 7Q: 3 clusters Score -974039.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -974156.625000 Penalty: 4371.834473
	Iteration 8Q: 3 clusters Score -974156.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -974294.125000 Penalty: 4371.834473
	Iteration 9Q: 3 clusters Score -974294.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -974422.125000 Penalty: 4371.834473
	Iteration 10Q: 3 clusters Score -974422.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -974535.500000 Penalty: 4371.834473
	Iteration 11Q: 3 clusters Score -974535.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -974676.875000 Penalty: 4371.834473
	Iteration 12Q: 3 clusters Score -974676.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -974827.625000 Penalty: 4371.834473
	Iteration 13Q: 3 clusters Score -974827.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -975049.562500 Penalty: 4371.834473
	Iteration 14Q: 3 clusters Score -975049.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -975359.250000 Penalty: 4371.834473
	Iteration 15Q: 3 clusters Score -975359.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -975789.562500 Penalty: 4371.834473
	Iteration 16F: 3 clusters Score -975789.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -976226.187500 Penalty: 4371.834473
	Iteration 17F: 3 clusters Score -976226.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -976576.937500 Penalty: 4371.834473
	Iteration 18Q: 3 clusters Score -976576.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -976787.250000 Penalty: 4371.834473
	Iteration 19Q: 3 clusters Score -976787.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -976898.375000 Penalty: 4371.834473
	Iteration 20F: 3 clusters Score -976898.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -976960.812500 Penalty: 4371.834473
	Iteration 21Q: 3 clusters Score -976960.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -977007.875000 Penalty: 4371.834473
	Iteration 22Q: 3 clusters Score -977007.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -977047.375000 Penalty: 4371.834473
	Iteration 23Q: 3 clusters Score -977047.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -977067.375000 Penalty: 4371.834473
	Iteration 24Q: 3 clusters Score -977067.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -977091.500000 Penalty: 4371.834473
	Iteration 25Q: 3 clusters Score -977091.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -977117.062500 Penalty: 4371.834473
	Iteration 26Q: 3 clusters Score -977117.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -977135.000000 Penalty: 4371.834473
	Iteration 27Q: 3 clusters Score -977135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -977145.062500 Penalty: 4371.834473
	Iteration 28Q: 3 clusters Score -977145.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -977157.187500 Penalty: 4371.834473
	Iteration 29Q: 3 clusters Score -977157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -977164.937500 Penalty: 4371.834473
	Iteration 30Q: 3 clusters Score -977164.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -977171.375000 Penalty: 4371.834473
	Iteration 31Q: 3 clusters Score -977171.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -977180.000000 Penalty: 4371.834473
	Iteration 32Q: 3 clusters Score -977180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -977187.500000 Penalty: 4371.834473
	Iteration 33Q: 3 clusters Score -977187.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -977195.000000 Penalty: 4371.834473
	Iteration 34Q: 3 clusters Score -977195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -977199.625000 Penalty: 4371.834473
	Iteration 35Q: 3 clusters Score -977199.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -977207.250000 Penalty: 4371.834473
	Iteration 36Q: 3 clusters Score -977207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -977212.625000 Penalty: 4371.834473
	Iteration 37Q: 3 clusters Score -977212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -977215.437500 Penalty: 4371.834473
	Iteration 38Q: 3 clusters Score -977215.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -977222.875000 Penalty: 4371.834473
	Iteration 39Q: 3 clusters Score -977222.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -977225.375000 Penalty: 4371.834473
	Iteration 40F: 3 clusters Score -977225.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -977236.125000 Penalty: 4371.834473
	Iteration 41Q: 3 clusters Score -977236.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -977239.750000 Penalty: 4371.834473
	Iteration 42Q: 3 clusters Score -977239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -977247.250000 Penalty: 4371.834473
	Iteration 43Q: 3 clusters Score -977247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -977252.250000 Penalty: 4371.834473
	Iteration 44Q: 3 clusters Score -977252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -977256.812500 Penalty: 4371.834473
	Iteration 45Q: 3 clusters Score -977256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -977259.062500 Penalty: 4371.834473
	Iteration 46Q: 3 clusters Score -977259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -977259.187500 Penalty: 4371.834473
	Iteration 47Q: 3 clusters Score -977259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -977258.937500 Penalty: 4371.834473
	Iteration 48Q: 3 clusters Score -977258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -977259.750000 Penalty: 4371.834473
	Iteration 49Q: 3 clusters Score -977259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -977259.937500 Penalty: 4371.834473
	Iteration 50Q: 3 clusters Score -977259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -977260.375000 Penalty: 4371.834473
	Iteration 51Q: 3 clusters Score -977260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -977259.875000 Penalty: 4371.834473
	Iteration 52Q: 3 clusters Score -977259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -977259.875000 Penalty: 4371.834473
	Iteration 53F: 3 clusters Score -977259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -634551.125000 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -634551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -630209.187500 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -630209.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -631831.062500 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -631831.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -632461.812500 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -632461.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -633022.375000 Penalty: 4219.542969
	Iteration 3F: 3 clusters Score -633022.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -633436.250000 Penalty: 4219.542969
	Iteration 4F: 3 clusters Score -633436.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -633751.062500 Penalty: 4219.542969
	Iteration 5F: 3 clusters Score -633751.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -634010.750000 Penalty: 4219.542969
	Iteration 6Q: 3 clusters Score -634010.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -634216.062500 Penalty: 4219.542969
	Iteration 7Q: 3 clusters Score -634216.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -634412.750000 Penalty: 4219.542969
	Iteration 8Q: 3 clusters Score -634412.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -634631.250000 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -634631.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -634807.750000 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -634807.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -634977.250000 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -634977.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -635155.375000 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -635155.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -635356.375000 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -635356.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -635526.937500 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -635526.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -635629.812500 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -635629.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -635669.937500 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -635669.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -635694.750000 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -635694.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -635708.875000 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -635708.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -635716.250000 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -635716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -635724.000000 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -635724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -635730.937500 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -635730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -635733.375000 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -635733.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -635736.187500 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -635736.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -635739.562500 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -635739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -635741.125000 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -635741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -635742.250000 Penalty: 4219.542969
	Iteration 26Q: 3 clusters Score -635742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -635745.000000 Penalty: 4219.542969
	Iteration 27Q: 3 clusters Score -635745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -635745.937500 Penalty: 4219.542969
	Iteration 28Q: 3 clusters Score -635745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -635745.062500 Penalty: 4219.542969
	Iteration 29Q: 3 clusters Score -635745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -635745.875000 Penalty: 4219.542969
	Iteration 30Q: 3 clusters Score -635745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -635746.375000 Penalty: 4219.542969
	Iteration 31Q: 3 clusters Score -635746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -635747.312500 Penalty: 4219.542969
	Iteration 32Q: 3 clusters Score -635747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -635747.312500 Penalty: 4219.542969
	Iteration 33F: 3 clusters Score -635747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 15404 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 1815 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 49890 members 
Mstep: Class 25 contains 15687 members 
Mstep: Class 26 contains 3731 members 
Mstep: Class 27 contains 4218 members 
Mstep: Class 28 contains 43807 members 
Mstep: Class 29 contains 115040 members 
Mstep: Class 30 contains 2075 members 
Entering Unmasked Estep 
Score: -104069232.000000 Penalty: 100107.812500
Splitting cluster 20 changes total score from -104015896.000000 to -104069232.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38752 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 220530 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 17193 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 1953 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 8355 members 
Mstep: Class 16 contains 15404 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 2875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2945.618652 but Gain 3336.929688
Score: -104084264.000000 Penalty: 96770.882812
Iteration 39Q: 30 clusters Score -1.040843e+08 nChanged 20695
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 38928 members 
Mstep: Class 3 contains 32346 members 
Mstep: Class 4 contains 222749 members 
Mstep: Class 5 contains 15843 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 781 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 12964 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 9571 members 
Mstep: Class 16 contains 16439 members 
Mstep: Class 18 contains 50924 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 3063 members 
Mstep: Class 21 contains 20772 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 48981 members 
Mstep: Class 25 contains 15870 members 
Mstep: Class 26 contains 3481 members 
Mstep: Class 27 contains 3821 members 
Mstep: Class 28 contains 43012 members 
Mstep: Class 29 contains 112093 members 
Mstep: Class 30 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104101440.000000 Penalty: 96770.882812
Iteration 40F: 30 clusters Score -1.041014e+08 nChanged 19656
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 38435 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 215352 members 
Mstep: Class 5 contains 15710 members 
Mstep: Class 6 contains 4265 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 2197 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 1883 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 10348 members 
Mstep: Class 16 contains 16431 members 
Mstep: Class 18 contains 51958 members 
Mstep: Class 19 contains 6239 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 20809 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 3625 members 
Mstep: Class 24 contains 48694 members 
Mstep: Class 25 contains 16715 members 
Mstep: Class 26 contains 3434 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 42608 members 
Mstep: Class 29 contains 118271 members 
Mstep: Class 30 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115640.000000 Penalty: 96770.882812
Iteration 41Q: 30 clusters Score -1.041156e+08 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 38057 members 
Mstep: Class 3 contains 31649 members 
Mstep: Class 4 contains 211237 members 
Mstep: Class 5 contains 15633 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 16831 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 12335 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 10939 members 
Mstep: Class 16 contains 16423 members 
Mstep: Class 18 contains 53548 members 
Mstep: Class 19 contains 6047 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 20785 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 47726 members 
Mstep: Class 25 contains 17101 members 
Mstep: Class 26 contains 3389 members 
Mstep: Class 27 contains 3734 members 
Mstep: Class 28 contains 42335 members 
Mstep: Class 29 contains 121556 members 
Mstep: Class 30 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120464.000000 Penalty: 96770.882812
Iteration 42Q: 30 clusters Score -1.041205e+08 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37790 members 
Mstep: Class 3 contains 31503 members 
Mstep: Class 4 contains 208383 members 
Mstep: Class 5 contains 15580 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 1985 members 
Mstep: Class 12 contains 2496 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 11356 members 
Mstep: Class 16 contains 16417 members 
Mstep: Class 18 contains 55177 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 20768 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 3987 members 
Mstep: Class 24 contains 46564 members 
Mstep: Class 25 contains 17284 members 
Mstep: Class 26 contains 3374 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 42150 members 
Mstep: Class 29 contains 123755 members 
Mstep: Class 30 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123504.000000 Penalty: 96770.882812
Iteration 43Q: 30 clusters Score -1.041235e+08 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37621 members 
Mstep: Class 3 contains 31400 members 
Mstep: Class 4 contains 206490 members 
Mstep: Class 5 contains 15550 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 16768 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 12155 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 11690 members 
Mstep: Class 16 contains 16385 members 
Mstep: Class 18 contains 56705 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 20786 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4099 members 
Mstep: Class 24 contains 45443 members 
Mstep: Class 25 contains 17397 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 3699 members 
Mstep: Class 28 contains 41992 members 
Mstep: Class 29 contains 125145 members 
Mstep: Class 30 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125840.000000 Penalty: 96770.882812
Iteration 44Q: 30 clusters Score -1.041258e+08 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 37491 members 
Mstep: Class 3 contains 31295 members 
Mstep: Class 4 contains 205195 members 
Mstep: Class 5 contains 15537 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 16783 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 16373 members 
Mstep: Class 18 contains 58347 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 20815 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4172 members 
Mstep: Class 24 contains 44368 members 
Mstep: Class 25 contains 17487 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 3679 members 
Mstep: Class 28 contains 41851 members 
Mstep: Class 29 contains 125832 members 
Mstep: Class 30 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127536.000000 Penalty: 96770.882812
Iteration 45Q: 30 clusters Score -1.041275e+08 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 37396 members 
Mstep: Class 3 contains 31186 members 
Mstep: Class 4 contains 204151 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 2577 members 
Mstep: Class 13 contains 12051 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 12232 members 
Mstep: Class 16 contains 16358 members 
Mstep: Class 18 contains 60075 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 20861 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 43427 members 
Mstep: Class 25 contains 17549 members 
Mstep: Class 26 contains 3341 members 
Mstep: Class 27 contains 3673 members 
Mstep: Class 28 contains 41736 members 
Mstep: Class 29 contains 126040 members 
Mstep: Class 30 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128512.000000 Penalty: 96770.882812
Iteration 46Q: 30 clusters Score -1.041285e+08 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37300 members 
Mstep: Class 3 contains 31092 members 
Mstep: Class 4 contains 203306 members 
Mstep: Class 5 contains 15516 members 
Mstep: Class 6 contains 5216 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 726 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 12028 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 12474 members 
Mstep: Class 16 contains 16364 members 
Mstep: Class 18 contains 61861 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 3517 members 
Mstep: Class 21 contains 20907 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4285 members 
Mstep: Class 24 contains 42586 members 
Mstep: Class 25 contains 17611 members 
Mstep: Class 26 contains 3337 members 
Mstep: Class 27 contains 3656 members 
Mstep: Class 28 contains 41646 members 
Mstep: Class 29 contains 125869 members 
Mstep: Class 30 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129488.000000 Penalty: 96770.882812
Iteration 47Q: 30 clusters Score -1.041295e+08 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37230 members 
Mstep: Class 3 contains 31001 members 
Mstep: Class 4 contains 202544 members 
Mstep: Class 5 contains 15513 members 
Mstep: Class 6 contains 5193 members 
Mstep: Class 7 contains 16888 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 722 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 12015 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 16367 members 
Mstep: Class 18 contains 63702 members 
Mstep: Class 19 contains 5301 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 20955 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 4308 members 
Mstep: Class 24 contains 41856 members 
Mstep: Class 25 contains 17675 members 
Mstep: Class 26 contains 3337 members 
Mstep: Class 27 contains 3640 members 
Mstep: Class 28 contains 41554 members 
Mstep: Class 29 contains 125454 members 
Mstep: Class 30 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130832.000000 Penalty: 96770.882812
Iteration 48Q: 30 clusters Score -1.041308e+08 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 30906 members 
Mstep: Class 4 contains 201839 members 
Mstep: Class 5 contains 15512 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 16956 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 2630 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 16386 members 
Mstep: Class 18 contains 65660 members 
Mstep: Class 19 contains 5255 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 21012 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 41183 members 
Mstep: Class 25 contains 17717 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 41460 members 
Mstep: Class 29 contains 124826 members 
Mstep: Class 30 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132608.000000 Penalty: 96770.882812
Iteration 49Q: 30 clusters Score -1.041326e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37086 members 
Mstep: Class 3 contains 30789 members 
Mstep: Class 4 contains 201225 members 
Mstep: Class 5 contains 15515 members 
Mstep: Class 6 contains 5107 members 
Mstep: Class 7 contains 17035 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 11964 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 16416 members 
Mstep: Class 18 contains 67694 members 
Mstep: Class 19 contains 5213 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 21105 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 40578 members 
Mstep: Class 25 contains 17786 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 41366 members 
Mstep: Class 29 contains 123979 members 
Mstep: Class 30 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134072.000000 Penalty: 96770.882812
Iteration 50Q: 30 clusters Score -1.041341e+08 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37047 members 
Mstep: Class 3 contains 30666 members 
Mstep: Class 4 contains 200592 members 
Mstep: Class 5 contains 15512 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 17137 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 16435 members 
Mstep: Class 18 contains 69922 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 3598 members 
Mstep: Class 21 contains 21169 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 40001 members 
Mstep: Class 25 contains 17851 members 
Mstep: Class 26 contains 3314 members 
Mstep: Class 27 contains 3607 members 
Mstep: Class 28 contains 41285 members 
Mstep: Class 29 contains 122917 members 
Mstep: Class 30 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136136.000000 Penalty: 96770.882812
Iteration 51Q: 30 clusters Score -1.041361e+08 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37013 members 
Mstep: Class 3 contains 30470 members 
Mstep: Class 4 contains 200034 members 
Mstep: Class 5 contains 15513 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 17301 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 11915 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 13202 members 
Mstep: Class 16 contains 16442 members 
Mstep: Class 18 contains 72326 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 21192 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 39395 members 
Mstep: Class 25 contains 17916 members 
Mstep: Class 26 contains 3313 members 
Mstep: Class 27 contains 3605 members 
Mstep: Class 28 contains 41231 members 
Mstep: Class 29 contains 121672 members 
Mstep: Class 30 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104137216.000000 Penalty: 96770.882812
Iteration 52Q: 30 clusters Score -1.041372e+08 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 36973 members 
Mstep: Class 3 contains 30252 members 
Mstep: Class 4 contains 199318 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 2670 members 
Mstep: Class 13 contains 11898 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 16454 members 
Mstep: Class 18 contains 74921 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 21220 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 38851 members 
Mstep: Class 25 contains 17973 members 
Mstep: Class 26 contains 3304 members 
Mstep: Class 27 contains 3592 members 
Mstep: Class 28 contains 41185 members 
Mstep: Class 29 contains 120289 members 
Mstep: Class 30 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138952.000000 Penalty: 96770.882812
Iteration 53Q: 30 clusters Score -1.04139e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36938 members 
Mstep: Class 3 contains 30035 members 
Mstep: Class 4 contains 198456 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 4978 members 
Mstep: Class 7 contains 17817 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 16459 members 
Mstep: Class 18 contains 77590 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 3621 members 
Mstep: Class 21 contains 21188 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 38370 members 
Mstep: Class 25 contains 18044 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 41140 members 
Mstep: Class 29 contains 118929 members 
Mstep: Class 30 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140792.000000 Penalty: 96770.882812
Iteration 54Q: 30 clusters Score -1.041408e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 36889 members 
Mstep: Class 3 contains 29810 members 
Mstep: Class 4 contains 197429 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 4983 members 
Mstep: Class 7 contains 18089 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 11867 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13358 members 
Mstep: Class 16 contains 16461 members 
Mstep: Class 18 contains 80364 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 21169 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 37923 members 
Mstep: Class 25 contains 18119 members 
Mstep: Class 26 contains 3305 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 41103 members 
Mstep: Class 29 contains 117594 members 
Mstep: Class 30 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104142136.000000 Penalty: 96770.882812
Iteration 55Q: 30 clusters Score -1.041421e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36863 members 
Mstep: Class 3 contains 29637 members 
Mstep: Class 4 contains 196304 members 
Mstep: Class 5 contains 15505 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 717 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 11845 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 13407 members 
Mstep: Class 16 contains 16455 members 
Mstep: Class 18 contains 83248 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 21149 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 37442 members 
Mstep: Class 25 contains 18182 members 
Mstep: Class 26 contains 3306 members 
Mstep: Class 27 contains 3565 members 
Mstep: Class 28 contains 41073 members 
Mstep: Class 29 contains 116263 members 
Mstep: Class 30 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143664.000000 Penalty: 96770.882812
Iteration 56Q: 30 clusters Score -1.041437e+08 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36854 members 
Mstep: Class 3 contains 29476 members 
Mstep: Class 4 contains 195105 members 
Mstep: Class 5 contains 15506 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 18478 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 11838 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 13462 members 
Mstep: Class 16 contains 16465 members 
Mstep: Class 18 contains 86078 members 
Mstep: Class 19 contains 5049 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 21143 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 37008 members 
Mstep: Class 25 contains 18250 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 41045 members 
Mstep: Class 29 contains 114967 members 
Mstep: Class 30 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104145312.000000 Penalty: 96770.882812
Iteration 57Q: 30 clusters Score -1.041453e+08 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36839 members 
Mstep: Class 3 contains 29333 members 
Mstep: Class 4 contains 193917 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 18640 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 718 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 11819 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 16447 members 
Mstep: Class 18 contains 88828 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 21122 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 36610 members 
Mstep: Class 25 contains 18319 members 
Mstep: Class 26 contains 3309 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 41021 members 
Mstep: Class 29 contains 113765 members 
Mstep: Class 30 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146568.000000 Penalty: 96770.882812
Iteration 58Q: 30 clusters Score -1.041466e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36821 members 
Mstep: Class 3 contains 29209 members 
Mstep: Class 4 contains 192629 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 13528 members 
Mstep: Class 16 contains 16425 members 
Mstep: Class 18 contains 91527 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 3650 members 
Mstep: Class 21 contains 21107 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 4414 members 
Mstep: Class 24 contains 36222 members 
Mstep: Class 25 contains 18377 members 
Mstep: Class 26 contains 3309 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 41003 members 
Mstep: Class 29 contains 112721 members 
Mstep: Class 30 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148032.000000 Penalty: 96770.882812
Iteration 59Q: 30 clusters Score -1.04148e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36798 members 
Mstep: Class 3 contains 29082 members 
Mstep: Class 4 contains 191386 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 720 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 11775 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 13560 members 
Mstep: Class 16 contains 16413 members 
Mstep: Class 18 contains 94045 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 3657 members 
Mstep: Class 21 contains 21086 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 4416 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 3309 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 40988 members 
Mstep: Class 29 contains 111752 members 
Mstep: Class 30 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150976.000000 Penalty: 96770.882812
Iteration 60F: 30 clusters Score -1.04151e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36765 members 
Mstep: Class 3 contains 28956 members 
Mstep: Class 4 contains 190006 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 5023 members 
Mstep: Class 7 contains 19085 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 11762 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 13573 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 18 contains 96661 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 3660 members 
Mstep: Class 21 contains 21079 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 18495 members 
Mstep: Class 26 contains 3311 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 40976 members 
Mstep: Class 29 contains 110804 members 
Mstep: Class 30 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155456.000000 Penalty: 96770.882812
Iteration 61Q: 30 clusters Score -1.041555e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 28829 members 
Mstep: Class 4 contains 188722 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 5028 members 
Mstep: Class 7 contains 19219 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 728 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 11747 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 13594 members 
Mstep: Class 16 contains 16361 members 
Mstep: Class 18 contains 99155 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 21048 members 
Mstep: Class 22 contains 1917 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 35344 members 
Mstep: Class 25 contains 18552 members 
Mstep: Class 26 contains 3313 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 40969 members 
Mstep: Class 29 contains 109854 members 
Mstep: Class 30 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156736.000000 Penalty: 96770.882812
Iteration 62Q: 30 clusters Score -1.041567e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36727 members 
Mstep: Class 3 contains 28738 members 
Mstep: Class 4 contains 187547 members 
Mstep: Class 5 contains 15511 members 
Mstep: Class 6 contains 5027 members 
Mstep: Class 7 contains 19324 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 729 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 13606 members 
Mstep: Class 16 contains 16331 members 
Mstep: Class 18 contains 101420 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 3661 members 
Mstep: Class 21 contains 21045 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 35142 members 
Mstep: Class 25 contains 18599 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 3550 members 
Mstep: Class 28 contains 40963 members 
Mstep: Class 29 contains 108974 members 
Mstep: Class 30 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158096.000000 Penalty: 96770.882812
Iteration 63Q: 30 clusters Score -1.041581e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36705 members 
Mstep: Class 3 contains 28648 members 
Mstep: Class 4 contains 186529 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 19433 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 728 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 11724 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 13629 members 
Mstep: Class 16 contains 16296 members 
Mstep: Class 18 contains 103678 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 21020 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 34936 members 
Mstep: Class 25 contains 18663 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 3548 members 
Mstep: Class 28 contains 40953 members 
Mstep: Class 29 contains 107956 members 
Mstep: Class 30 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159088.000000 Penalty: 96770.882812
Iteration 64Q: 30 clusters Score -1.041591e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36689 members 
Mstep: Class 3 contains 28565 members 
Mstep: Class 4 contains 185515 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 19533 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 732 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 3467 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 18 contains 106060 members 
Mstep: Class 19 contains 5000 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 34753 members 
Mstep: Class 25 contains 18732 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 3553 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 106790 members 
Mstep: Class 30 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159864.000000 Penalty: 96770.882812
Iteration 65Q: 30 clusters Score -1.041599e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36671 members 
Mstep: Class 3 contains 28483 members 
Mstep: Class 4 contains 184617 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 5020 members 
Mstep: Class 7 contains 19621 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 2806 members 
Mstep: Class 13 contains 11712 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 16216 members 
Mstep: Class 18 contains 108346 members 
Mstep: Class 19 contains 4997 members 
Mstep: Class 20 contains 3644 members 
Mstep: Class 21 contains 20988 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 34573 members 
Mstep: Class 25 contains 18798 members 
Mstep: Class 26 contains 3306 members 
Mstep: Class 27 contains 3558 members 
Mstep: Class 28 contains 40950 members 
Mstep: Class 29 contains 105593 members 
Mstep: Class 30 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159864.000000 Penalty: 96770.882812
Iteration 66Q: 30 clusters Score -1.041599e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36664 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 183719 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 19700 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 11721 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 13639 members 
Mstep: Class 16 contains 16185 members 
Mstep: Class 18 contains 110578 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 20962 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 34419 members 
Mstep: Class 25 contains 18863 members 
Mstep: Class 26 contains 3302 members 
Mstep: Class 27 contains 3561 members 
Mstep: Class 28 contains 40946 members 
Mstep: Class 29 contains 104394 members 
Mstep: Class 30 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160160.000000 Penalty: 96770.882812
Iteration 67Q: 30 clusters Score -1.041602e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36667 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 182876 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 2173 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 13650 members 
Mstep: Class 16 contains 16159 members 
Mstep: Class 18 contains 112792 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 34286 members 
Mstep: Class 25 contains 18934 members 
Mstep: Class 26 contains 3305 members 
Mstep: Class 27 contains 3563 members 
Mstep: Class 28 contains 40947 members 
Mstep: Class 29 contains 103078 members 
Mstep: Class 30 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159672.000000 Penalty: 96770.882812
Iteration 68Q: 30 clusters Score -1.041597e+08 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36654 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 181982 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 13672 members 
Mstep: Class 16 contains 16145 members 
Mstep: Class 18 contains 114936 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 20 contains 3651 members 
Mstep: Class 21 contains 20940 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 4445 members 
Mstep: Class 24 contains 34167 members 
Mstep: Class 25 contains 19018 members 
Mstep: Class 26 contains 3301 members 
Mstep: Class 27 contains 3562 members 
Mstep: Class 28 contains 40950 members 
Mstep: Class 29 contains 101863 members 
Mstep: Class 30 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159144.000000 Penalty: 96770.882812
Iteration 69Q: 30 clusters Score -1.041591e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36638 members 
Mstep: Class 3 contains 28290 members 
Mstep: Class 4 contains 181103 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 19905 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 11782 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 13691 members 
Mstep: Class 16 contains 16141 members 
Mstep: Class 18 contains 116995 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 3653 members 
Mstep: Class 21 contains 20939 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 34056 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 3302 members 
Mstep: Class 27 contains 3559 members 
Mstep: Class 28 contains 40946 members 
Mstep: Class 29 contains 100708 members 
Mstep: Class 30 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158816.000000 Penalty: 96770.882812
Iteration 70Q: 30 clusters Score -1.041588e+08 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36623 members 
Mstep: Class 3 contains 28243 members 
Mstep: Class 4 contains 180373 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 7 contains 19972 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 13703 members 
Mstep: Class 16 contains 16110 members 
Mstep: Class 18 contains 118636 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 3655 members 
Mstep: Class 21 contains 20939 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 33931 members 
Mstep: Class 25 contains 19145 members 
Mstep: Class 26 contains 3307 members 
Mstep: Class 27 contains 3566 members 
Mstep: Class 28 contains 40953 members 
Mstep: Class 29 contains 99827 members 
Mstep: Class 30 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157896.000000 Penalty: 96770.882812
Iteration 71Q: 30 clusters Score -1.041579e+08 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36627 members 
Mstep: Class 3 contains 28203 members 
Mstep: Class 4 contains 179801 members 
Mstep: Class 5 contains 15507 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 20047 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 739 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 11833 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 13717 members 
Mstep: Class 16 contains 16086 members 
Mstep: Class 18 contains 119932 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 3654 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 33835 members 
Mstep: Class 25 contains 19200 members 
Mstep: Class 26 contains 3307 members 
Mstep: Class 27 contains 3567 members 
Mstep: Class 28 contains 40959 members 
Mstep: Class 29 contains 99109 members 
Mstep: Class 30 contains 1781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156872.000000 Penalty: 96770.882812
Iteration 72Q: 30 clusters Score -1.041569e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36614 members 
Mstep: Class 3 contains 28172 members 
Mstep: Class 4 contains 179277 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 20115 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 13719 members 
Mstep: Class 16 contains 16065 members 
Mstep: Class 18 contains 120945 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 3658 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 33793 members 
Mstep: Class 25 contains 19243 members 
Mstep: Class 26 contains 3313 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 98595 members 
Mstep: Class 30 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155520.000000 Penalty: 96770.882812
Iteration 73Q: 30 clusters Score -1.041555e+08 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36591 members 
Mstep: Class 3 contains 28157 members 
Mstep: Class 4 contains 178893 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 20167 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 2107 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 13735 members 
Mstep: Class 16 contains 16054 members 
Mstep: Class 18 contains 121664 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 3656 members 
Mstep: Class 21 contains 20932 members 
Mstep: Class 22 contains 1924 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 33742 members 
Mstep: Class 25 contains 19285 members 
Mstep: Class 26 contains 3316 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 40961 members 
Mstep: Class 29 contains 98200 members 
Mstep: Class 30 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155024.000000 Penalty: 96770.882812
Iteration 74Q: 30 clusters Score -1.04155e+08 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36587 members 
Mstep: Class 3 contains 28136 members 
Mstep: Class 4 contains 178440 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4943 members 
Mstep: Class 7 contains 20215 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 11896 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 13750 members 
Mstep: Class 16 contains 16042 members 
Mstep: Class 18 contains 122268 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 3655 members 
Mstep: Class 21 contains 20925 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 33702 members 
Mstep: Class 25 contains 19334 members 
Mstep: Class 26 contains 3314 members 
Mstep: Class 27 contains 3573 members 
Mstep: Class 28 contains 40963 members 
Mstep: Class 29 contains 98028 members 
Mstep: Class 30 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154488.000000 Penalty: 96770.882812
Iteration 75Q: 30 clusters Score -1.041545e+08 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36582 members 
Mstep: Class 3 contains 28139 members 
Mstep: Class 4 contains 178065 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 20261 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 11906 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 13755 members 
Mstep: Class 16 contains 16045 members 
Mstep: Class 18 contains 122594 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 33694 members 
Mstep: Class 25 contains 19354 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 3574 members 
Mstep: Class 28 contains 40962 members 
Mstep: Class 29 contains 98006 members 
Mstep: Class 30 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154024.000000 Penalty: 96770.882812
Iteration 76Q: 30 clusters Score -1.04154e+08 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36579 members 
Mstep: Class 3 contains 28121 members 
Mstep: Class 4 contains 177676 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 20303 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 11902 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 13763 members 
Mstep: Class 16 contains 16043 members 
Mstep: Class 18 contains 122713 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 33693 members 
Mstep: Class 25 contains 19370 members 
Mstep: Class 26 contains 3317 members 
Mstep: Class 27 contains 3574 members 
Mstep: Class 28 contains 40964 members 
Mstep: Class 29 contains 98269 members 
Mstep: Class 30 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153456.000000 Penalty: 96770.882812
Iteration 77Q: 30 clusters Score -1.041535e+08 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36568 members 
Mstep: Class 3 contains 28095 members 
Mstep: Class 4 contains 177321 members 
Mstep: Class 5 contains 15511 members 
Mstep: Class 6 contains 4898 members 
Mstep: Class 7 contains 20347 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 11892 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 13775 members 
Mstep: Class 16 contains 16044 members 
Mstep: Class 18 contains 122641 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 1923 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 33690 members 
Mstep: Class 25 contains 19393 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 3572 members 
Mstep: Class 28 contains 40960 members 
Mstep: Class 29 contains 98704 members 
Mstep: Class 30 contains 1777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152808.000000 Penalty: 96770.882812
Iteration 78Q: 30 clusters Score -1.041528e+08 nChanged 4305
Entering ConstructFrom: 
Score: -104152808.000000 Penalty: 96770.882812
Entering ConstructFrom: 
Trying to split cluster 1 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -111332.000000 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -111332 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 504 members 
Entering Unmasked Estep 
Score: -109720.070312 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -109720.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111583.695312 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -111583.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -112912.757812 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -112912.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -113511.437500 Penalty: 3454.211182
	Iteration 3F: 3 clusters Score -113511.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -113731.257812 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -113731.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113917.015625 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -113917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -114045.148438 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -114045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114210.359375 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -114210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -114330.062500 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -114330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -114403.085938 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -114403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114465.125000 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -114465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -114520.226562 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -114520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -114572.132812 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -114572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -114618.156250 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -114618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114622.320312 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -114622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -114641.335938 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -114641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114667.265625 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -114667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -114699.867188 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -114699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -114788.976562 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -114789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -114828.070312 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -114828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114850.632812 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -114850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -114921.296875 Penalty: 3454.211182
	Iteration 21Q: 3 clusters Score -114921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -114951.023438 Penalty: 3454.211182
	Iteration 22Q: 3 clusters Score -114951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -114956.679688 Penalty: 3454.211182
	Iteration 23F: 3 clusters Score -114956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -115005.320312 Penalty: 3454.211182
	Iteration 24Q: 3 clusters Score -115005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -115044.609375 Penalty: 3454.211182
	Iteration 25Q: 3 clusters Score -115044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -115061.523438 Penalty: 3454.211182
	Iteration 26Q: 3 clusters Score -115061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -115084.273438 Penalty: 3454.211182
	Iteration 27F: 3 clusters Score -115084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -115129.390625 Penalty: 3454.211182
	Iteration 28Q: 3 clusters Score -115129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -115183.453125 Penalty: 3454.211182
	Iteration 29Q: 3 clusters Score -115183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -115191.140625 Penalty: 3454.211182
	Iteration 30Q: 3 clusters Score -115191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -115191.140625 Penalty: 3454.211182
	Iteration 31F: 3 clusters Score -115191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Entering Unmasked Estep 
Score: -104154016.000000 Penalty: 100107.812500
Splitting cluster 1 changes total score from -104152808.000000 to -104154016.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (36553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Entering Unmasked Estep 
Score: -5537837.500000 Penalty: 2605.616455
	Iteration 0F: 2 clusters Score -5537838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -5513031.500000 Penalty: 5211.232910
	Iteration 0F: 3 clusters Score -5513032 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5522547.000000 Penalty: 5211.232910
	Iteration 1F: 3 clusters Score -5522547 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5523250.000000 Penalty: 5211.232910
	Iteration 2F: 3 clusters Score -5523250 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5523980.500000 Penalty: 5211.232910
	Iteration 3Q: 3 clusters Score -5523980 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5524714.000000 Penalty: 5211.232910
	Iteration 4Q: 3 clusters Score -5524714 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -5525362.000000 Penalty: 5211.232910
	Iteration 5Q: 3 clusters Score -5525362 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5525997.500000 Penalty: 5211.232910
	Iteration 6Q: 3 clusters Score -5525998 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5526592.500000 Penalty: 5211.232910
	Iteration 7Q: 3 clusters Score -5526592 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5527163.500000 Penalty: 5211.232910
	Iteration 8Q: 3 clusters Score -5527164 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5527800.000000 Penalty: 5211.232910
	Iteration 9Q: 3 clusters Score -5527800 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5528460.500000 Penalty: 5211.232910
	Iteration 10Q: 3 clusters Score -5528460 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5529196.000000 Penalty: 5211.232910
	Iteration 11Q: 3 clusters Score -5529196 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5529939.000000 Penalty: 5211.232910
	Iteration 12Q: 3 clusters Score -5529939 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5530569.500000 Penalty: 5211.232910
	Iteration 13Q: 3 clusters Score -5530570 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -5531078.000000 Penalty: 5211.232910
	Iteration 14Q: 3 clusters Score -5531078 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5531436.000000 Penalty: 5211.232910
	Iteration 15Q: 3 clusters Score -5531436 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5531701.500000 Penalty: 5211.232910
	Iteration 16Q: 3 clusters Score -5531702 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5531936.500000 Penalty: 5211.232910
	Iteration 17Q: 3 clusters Score -5531936 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5532096.000000 Penalty: 5211.232910
	Iteration 18Q: 3 clusters Score -5532096 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5532303.500000 Penalty: 5211.232910
	Iteration 19Q: 3 clusters Score -5532304 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5532471.000000 Penalty: 5211.232910
	Iteration 20F: 3 clusters Score -5532471 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5532626.000000 Penalty: 5211.232910
	Iteration 21Q: 3 clusters Score -5532626 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -5532793.000000 Penalty: 5211.232910
	Iteration 22Q: 3 clusters Score -5532793 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5532962.500000 Penalty: 5211.232910
	Iteration 23Q: 3 clusters Score -5532962 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5533112.500000 Penalty: 5211.232910
	Iteration 24Q: 3 clusters Score -5533112 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -5533286.500000 Penalty: 5211.232910
	Iteration 25Q: 3 clusters Score -5533286 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5533474.500000 Penalty: 5211.232910
	Iteration 26Q: 3 clusters Score -5533474 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5533579.000000 Penalty: 5211.232910
	Iteration 27Q: 3 clusters Score -5533579 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5533716.500000 Penalty: 5211.232910
	Iteration 28Q: 3 clusters Score -5533716 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5533786.000000 Penalty: 5211.232910
	Iteration 29Q: 3 clusters Score -5533786 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5533837.500000 Penalty: 5211.232910
	Iteration 30Q: 3 clusters Score -5533838 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5533877.000000 Penalty: 5211.232910
	Iteration 31Q: 3 clusters Score -5533877 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5533947.500000 Penalty: 5211.232910
	Iteration 32Q: 3 clusters Score -5533948 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -5533971.500000 Penalty: 5211.232910
	Iteration 33Q: 3 clusters Score -5533972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5534008.000000 Penalty: 5211.232910
	Iteration 34Q: 3 clusters Score -5534008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5534037.000000 Penalty: 5211.232910
	Iteration 35Q: 3 clusters Score -5534037 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5534071.500000 Penalty: 5211.232910
	Iteration 36Q: 3 clusters Score -5534072 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5534090.000000 Penalty: 5211.232910
	Iteration 37Q: 3 clusters Score -5534090 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5534085.500000 Penalty: 5211.232910
	Iteration 38Q: 3 clusters Score -5534086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5534113.000000 Penalty: 5211.232910
	Iteration 39Q: 3 clusters Score -5534113 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -5534142.500000 Penalty: 5211.232910
	Iteration 40F: 3 clusters Score -5534142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5534170.500000 Penalty: 5211.232910
	Iteration 41Q: 3 clusters Score -5534170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5534188.500000 Penalty: 5211.232910
	Iteration 42Q: 3 clusters Score -5534188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5534198.000000 Penalty: 5211.232910
	Iteration 43Q: 3 clusters Score -5534198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5534218.500000 Penalty: 5211.232910
	Iteration 44Q: 3 clusters Score -5534218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5534233.500000 Penalty: 5211.232910
	Iteration 45Q: 3 clusters Score -5534234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -5534234.500000 Penalty: 5211.232910
	Iteration 46Q: 3 clusters Score -5534234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -5534244.500000 Penalty: 5211.232910
	Iteration 47Q: 3 clusters Score -5534244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5534254.500000 Penalty: 5211.232910
	Iteration 48Q: 3 clusters Score -5534254 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5534255.000000 Penalty: 5211.232910
	Iteration 49Q: 3 clusters Score -5534255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5534282.000000 Penalty: 5211.232910
	Iteration 50Q: 3 clusters Score -5534282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5534268.000000 Penalty: 5211.232910
	Iteration 51Q: 3 clusters Score -5534268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5534293.500000 Penalty: 5211.232910
	Iteration 52Q: 3 clusters Score -5534294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -5534303.500000 Penalty: 5211.232910
	Iteration 53Q: 3 clusters Score -5534304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5534323.000000 Penalty: 5211.232910
	Iteration 54Q: 3 clusters Score -5534323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5534321.500000 Penalty: 5211.232910
	Iteration 55Q: 3 clusters Score -5534322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5534319.000000 Penalty: 5211.232910
	Iteration 56Q: 3 clusters Score -5534319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5534323.000000 Penalty: 5211.232910
	Iteration 57Q: 3 clusters Score -5534323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5534329.000000 Penalty: 5211.232910
	Iteration 58Q: 3 clusters Score -5534329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -5534338.000000 Penalty: 5211.232910
	Iteration 59Q: 3 clusters Score -5534338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5534329.000000 Penalty: 5211.232910
	Iteration 60F: 3 clusters Score -5534329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5534330.500000 Penalty: 5211.232910
	Iteration 61Q: 3 clusters Score -5534330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -5534317.000000 Penalty: 5211.232910
	Iteration 62Q: 3 clusters Score -5534317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5534341.000000 Penalty: 5211.232910
	Iteration 63Q: 3 clusters Score -5534341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -5534342.000000 Penalty: 5211.232910
	Iteration 64Q: 3 clusters Score -5534342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5534350.000000 Penalty: 5211.232910
	Iteration 65Q: 3 clusters Score -5534350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5534350.000000 Penalty: 5211.232910
	Iteration 66Q: 3 clusters Score -5534350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5534356.500000 Penalty: 5211.232910
	Iteration 67Q: 3 clusters Score -5534356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5534384.500000 Penalty: 5211.232910
	Iteration 68Q: 3 clusters Score -5534384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5534385.500000 Penalty: 5211.232910
	Iteration 69Q: 3 clusters Score -5534386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -5534408.000000 Penalty: 5211.232910
	Iteration 70Q: 3 clusters Score -5534408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -5534414.000000 Penalty: 5211.232910
	Iteration 71Q: 3 clusters Score -5534414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5534441.000000 Penalty: 5211.232910
	Iteration 72Q: 3 clusters Score -5534441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5534452.000000 Penalty: 5211.232910
	Iteration 73Q: 3 clusters Score -5534452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -5534471.500000 Penalty: 5211.232910
	Iteration 74Q: 3 clusters Score -5534472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5534483.000000 Penalty: 5211.232910
	Iteration 75Q: 3 clusters Score -5534483 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5534496.000000 Penalty: 5211.232910
	Iteration 76Q: 3 clusters Score -5534496 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -5534513.000000 Penalty: 5211.232910
	Iteration 77Q: 3 clusters Score -5534513 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -5534547.500000 Penalty: 5211.232910
	Iteration 78Q: 3 clusters Score -5534548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5534594.000000 Penalty: 5211.232910
	Iteration 79Q: 3 clusters Score -5534594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5534639.500000 Penalty: 5211.232910
	Iteration 80F: 3 clusters Score -5534640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5534661.500000 Penalty: 5211.232910
	Iteration 81Q: 3 clusters Score -5534662 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5534692.500000 Penalty: 5211.232910
	Iteration 82Q: 3 clusters Score -5534692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5534719.500000 Penalty: 5211.232910
	Iteration 83Q: 3 clusters Score -5534720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5534769.500000 Penalty: 5211.232910
	Iteration 84Q: 3 clusters Score -5534770 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -5534848.500000 Penalty: 5211.232910
	Iteration 85Q: 3 clusters Score -5534848 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -5534900.500000 Penalty: 5211.232910
	Iteration 86Q: 3 clusters Score -5534900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5534940.000000 Penalty: 5211.232910
	Iteration 87Q: 3 clusters Score -5534940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -5535005.500000 Penalty: 5211.232910
	Iteration 88Q: 3 clusters Score -5535006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5535052.500000 Penalty: 5211.232910
	Iteration 89Q: 3 clusters Score -5535052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -5535103.500000 Penalty: 5211.232910
	Iteration 90Q: 3 clusters Score -5535104 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5535149.000000 Penalty: 5211.232910
	Iteration 91Q: 3 clusters Score -5535149 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -5535166.500000 Penalty: 5211.232910
	Iteration 92Q: 3 clusters Score -5535166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -5535222.500000 Penalty: 5211.232910
	Iteration 93Q: 3 clusters Score -5535222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -5535274.000000 Penalty: 5211.232910
	Iteration 94Q: 3 clusters Score -5535274 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -5535309.500000 Penalty: 5211.232910
	Iteration 95Q: 3 clusters Score -5535310 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -5535363.000000 Penalty: 5211.232910
	Iteration 96Q: 3 clusters Score -5535363 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -5535413.000000 Penalty: 5211.232910
	Iteration 97Q: 3 clusters Score -5535413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5535431.000000 Penalty: 5211.232910
	Iteration 98Q: 3 clusters Score -5535431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -5535439.500000 Penalty: 5211.232910
	Iteration 99Q: 3 clusters Score -5535440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5535475.000000 Penalty: 5211.232910
	Iteration 100F: 3 clusters Score -5535475 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -5535502.000000 Penalty: 5211.232910
	Iteration 101Q: 3 clusters Score -5535502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -5535509.000000 Penalty: 5211.232910
	Iteration 102Q: 3 clusters Score -5535509 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -5535535.000000 Penalty: 5211.232910
	Iteration 103Q: 3 clusters Score -5535535 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5535567.000000 Penalty: 5211.232910
	Iteration 104Q: 3 clusters Score -5535567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5535594.500000 Penalty: 5211.232910
	Iteration 105Q: 3 clusters Score -5535594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5535627.500000 Penalty: 5211.232910
	Iteration 106Q: 3 clusters Score -5535628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5535641.500000 Penalty: 5211.232910
	Iteration 107Q: 3 clusters Score -5535642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5535669.000000 Penalty: 5211.232910
	Iteration 108Q: 3 clusters Score -5535669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5535672.000000 Penalty: 5211.232910
	Iteration 109Q: 3 clusters Score -5535672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -5535675.000000 Penalty: 5211.232910
	Iteration 110Q: 3 clusters Score -5535675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5535689.000000 Penalty: 5211.232910
	Iteration 111Q: 3 clusters Score -5535689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5535707.500000 Penalty: 5211.232910
	Iteration 112Q: 3 clusters Score -5535708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5535715.500000 Penalty: 5211.232910
	Iteration 113Q: 3 clusters Score -5535716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5535722.500000 Penalty: 5211.232910
	Iteration 114Q: 3 clusters Score -5535722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5535715.000000 Penalty: 5211.232910
	Iteration 115Q: 3 clusters Score -5535715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5535724.000000 Penalty: 5211.232910
	Iteration 116Q: 3 clusters Score -5535724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5535735.500000 Penalty: 5211.232910
	Iteration 117Q: 3 clusters Score -5535736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5535733.000000 Penalty: 5211.232910
	Iteration 118Q: 3 clusters Score -5535733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5535730.500000 Penalty: 5211.232910
	Iteration 119Q: 3 clusters Score -5535730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5535738.000000 Penalty: 5211.232910
	Iteration 120F: 3 clusters Score -5535738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5535742.000000 Penalty: 5211.232910
	Iteration 121Q: 3 clusters Score -5535742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5535736.000000 Penalty: 5211.232910
	Iteration 122Q: 3 clusters Score -5535736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5535737.000000 Penalty: 5211.232910
	Iteration 123Q: 3 clusters Score -5535737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5535743.500000 Penalty: 5211.232910
	Iteration 124Q: 3 clusters Score -5535744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5535741.000000 Penalty: 5211.232910
	Iteration 125Q: 3 clusters Score -5535741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5535743.500000 Penalty: 5211.232910
	Iteration 126Q: 3 clusters Score -5535744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5535743.500000 Penalty: 5211.232910
	Iteration 127Q: 3 clusters Score -5535744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -5535746.500000 Penalty: 5211.232910
	Iteration 128Q: 3 clusters Score -5535746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5535747.500000 Penalty: 5211.232910
	Iteration 129Q: 3 clusters Score -5535748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5535745.000000 Penalty: 5211.232910
	Iteration 130Q: 3 clusters Score -5535745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5535744.500000 Penalty: 5211.232910
	Iteration 131Q: 3 clusters Score -5535744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5535743.500000 Penalty: 5211.232910
	Iteration 132Q: 3 clusters Score -5535744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5535744.500000 Penalty: 5211.232910
	Iteration 133Q: 3 clusters Score -5535744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5535752.000000 Penalty: 5211.232910
	Iteration 134Q: 3 clusters Score -5535752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5535750.500000 Penalty: 5211.232910
	Iteration 135Q: 3 clusters Score -5535750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5535752.000000 Penalty: 5211.232910
	Iteration 136Q: 3 clusters Score -5535752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -5535765.500000 Penalty: 5211.232910
	Iteration 137Q: 3 clusters Score -5535766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5535776.500000 Penalty: 5211.232910
	Iteration 138Q: 3 clusters Score -5535776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -5535777.000000 Penalty: 5211.232910
	Iteration 139Q: 3 clusters Score -5535777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5535772.500000 Penalty: 5211.232910
	Iteration 140F: 3 clusters Score -5535772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5535773.000000 Penalty: 5211.232910
	Iteration 141Q: 3 clusters Score -5535773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5535778.500000 Penalty: 5211.232910
	Iteration 142Q: 3 clusters Score -5535778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -5535786.500000 Penalty: 5211.232910
	Iteration 143Q: 3 clusters Score -5535786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -5535795.500000 Penalty: 5211.232910
	Iteration 144Q: 3 clusters Score -5535796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5535801.000000 Penalty: 5211.232910
	Iteration 145Q: 3 clusters Score -5535801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -5535804.500000 Penalty: 5211.232910
	Iteration 146Q: 3 clusters Score -5535804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -5535800.000000 Penalty: 5211.232910
	Iteration 147Q: 3 clusters Score -5535800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5535814.000000 Penalty: 5211.232910
	Iteration 148Q: 3 clusters Score -5535814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -5535815.500000 Penalty: 5211.232910
	Iteration 149Q: 3 clusters Score -5535816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5535815.000000 Penalty: 5211.232910
	Iteration 150Q: 3 clusters Score -5535815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5535830.000000 Penalty: 5211.232910
	Iteration 151Q: 3 clusters Score -5535830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5535826.500000 Penalty: 5211.232910
	Iteration 152Q: 3 clusters Score -5535826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5535841.500000 Penalty: 5211.232910
	Iteration 153Q: 3 clusters Score -5535842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5535838.000000 Penalty: 5211.232910
	Iteration 154Q: 3 clusters Score -5535838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5535847.000000 Penalty: 5211.232910
	Iteration 155Q: 3 clusters Score -5535847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5535853.500000 Penalty: 5211.232910
	Iteration 156Q: 3 clusters Score -5535854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -5535865.000000 Penalty: 5211.232910
	Iteration 157Q: 3 clusters Score -5535865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5535865.500000 Penalty: 5211.232910
	Iteration 158Q: 3 clusters Score -5535866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5535867.000000 Penalty: 5211.232910
	Iteration 159Q: 3 clusters Score -5535867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -5535865.000000 Penalty: 5211.232910
	Iteration 160F: 3 clusters Score -5535865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -5535863.000000 Penalty: 5211.232910
	Iteration 161Q: 3 clusters Score -5535863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5535861.000000 Penalty: 5211.232910
	Iteration 162Q: 3 clusters Score -5535861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -5535862.000000 Penalty: 5211.232910
	Iteration 163Q: 3 clusters Score -5535862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -5535864.500000 Penalty: 5211.232910
	Iteration 164Q: 3 clusters Score -5535864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -5535865.500000 Penalty: 5211.232910
	Iteration 165Q: 3 clusters Score -5535866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -5535871.000000 Penalty: 5211.232910
	Iteration 166Q: 3 clusters Score -5535871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -5535870.000000 Penalty: 5211.232910
	Iteration 167Q: 3 clusters Score -5535870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5535871.500000 Penalty: 5211.232910
	Iteration 168Q: 3 clusters Score -5535872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -5535878.000000 Penalty: 5211.232910
	Iteration 169Q: 3 clusters Score -5535878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -5535875.000000 Penalty: 5211.232910
	Iteration 170Q: 3 clusters Score -5535875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5535883.000000 Penalty: 5211.232910
	Iteration 171Q: 3 clusters Score -5535883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -5535877.000000 Penalty: 5211.232910
	Iteration 172Q: 3 clusters Score -5535877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5535873.000000 Penalty: 5211.232910
	Iteration 173Q: 3 clusters Score -5535873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5535879.000000 Penalty: 5211.232910
	Iteration 174Q: 3 clusters Score -5535879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5535886.000000 Penalty: 5211.232910
	Iteration 175Q: 3 clusters Score -5535886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -5535889.000000 Penalty: 5211.232910
	Iteration 176Q: 3 clusters Score -5535889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5535888.000000 Penalty: 5211.232910
	Iteration 177Q: 3 clusters Score -5535888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -5535892.500000 Penalty: 5211.232910
	Iteration 178Q: 3 clusters Score -5535892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5535891.500000 Penalty: 5211.232910
	Iteration 179Q: 3 clusters Score -5535892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5535895.000000 Penalty: 5211.232910
	Iteration 180F: 3 clusters Score -5535895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5535894.500000 Penalty: 5211.232910
	Iteration 181Q: 3 clusters Score -5535894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5535896.500000 Penalty: 5211.232910
	Iteration 182Q: 3 clusters Score -5535896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5535898.500000 Penalty: 5211.232910
	Iteration 183Q: 3 clusters Score -5535898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5535898.500000 Penalty: 5211.232910
	Iteration 184F: 3 clusters Score -5535898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Entering Unmasked Estep 
Score: -4252776.000000 Penalty: 2540.191162
	Iteration 0F: 2 clusters Score -4252776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4233407.500000 Penalty: 5080.382324
	Iteration 0F: 3 clusters Score -4233408 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4240295.500000 Penalty: 5080.382324
	Iteration 1F: 3 clusters Score -4240296 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4240737.000000 Penalty: 5080.382324
	Iteration 2Q: 3 clusters Score -4240737 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4241116.000000 Penalty: 5080.382324
	Iteration 3Q: 3 clusters Score -4241116 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4241537.500000 Penalty: 5080.382324
	Iteration 4Q: 3 clusters Score -4241538 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4242034.000000 Penalty: 5080.382324
	Iteration 5Q: 3 clusters Score -4242034 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4242749.500000 Penalty: 5080.382324
	Iteration 6Q: 3 clusters Score -4242750 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4243709.000000 Penalty: 5080.382324
	Iteration 7F: 3 clusters Score -4243709 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4244795.000000 Penalty: 5080.382324
	Iteration 8F: 3 clusters Score -4244795 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4246235.000000 Penalty: 5080.382324
	Iteration 9F: 3 clusters Score -4246235 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4247646.500000 Penalty: 5080.382324
	Iteration 10F: 3 clusters Score -4247646 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4248735.000000 Penalty: 5080.382324
	Iteration 11Q: 3 clusters Score -4248735 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4249451.500000 Penalty: 5080.382324
	Iteration 12Q: 3 clusters Score -4249452 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4249874.000000 Penalty: 5080.382324
	Iteration 13Q: 3 clusters Score -4249874 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4250145.500000 Penalty: 5080.382324
	Iteration 14Q: 3 clusters Score -4250146 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4250320.000000 Penalty: 5080.382324
	Iteration 15Q: 3 clusters Score -4250320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4250432.000000 Penalty: 5080.382324
	Iteration 16Q: 3 clusters Score -4250432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4250506.000000 Penalty: 5080.382324
	Iteration 17Q: 3 clusters Score -4250506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4250556.500000 Penalty: 5080.382324
	Iteration 18Q: 3 clusters Score -4250556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4250577.000000 Penalty: 5080.382324
	Iteration 19Q: 3 clusters Score -4250577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4250592.000000 Penalty: 5080.382324
	Iteration 20F: 3 clusters Score -4250592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4250603.500000 Penalty: 5080.382324
	Iteration 21Q: 3 clusters Score -4250604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4250611.000000 Penalty: 5080.382324
	Iteration 22Q: 3 clusters Score -4250611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4250621.000000 Penalty: 5080.382324
	Iteration 23Q: 3 clusters Score -4250621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4250625.500000 Penalty: 5080.382324
	Iteration 24Q: 3 clusters Score -4250626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4250628.500000 Penalty: 5080.382324
	Iteration 25Q: 3 clusters Score -4250628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4250629.000000 Penalty: 5080.382324
	Iteration 26Q: 3 clusters Score -4250629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4250627.500000 Penalty: 5080.382324
	Iteration 27Q: 3 clusters Score -4250628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4250627.000000 Penalty: 5080.382324
	Iteration 28Q: 3 clusters Score -4250627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4250628.000000 Penalty: 5080.382324
	Iteration 29Q: 3 clusters Score -4250628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4250632.000000 Penalty: 5080.382324
	Iteration 30Q: 3 clusters Score -4250632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4250632.000000 Penalty: 5080.382324
	Iteration 31F: 3 clusters Score -4250632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Entering Unmasked Estep 
Score: -27175400.000000 Penalty: 2996.678223
	Iteration 0F: 2 clusters Score -2.71754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -27065166.000000 Penalty: 5993.356445
	Iteration 0F: 3 clusters Score -2.706517e+07 nChanged 85086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -27115150.000000 Penalty: 5993.356445
	Iteration 1F: 3 clusters Score -2.711515e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -27116874.000000 Penalty: 5993.356445
	Iteration 2Q: 3 clusters Score -2.711687e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -27119232.000000 Penalty: 5993.356445
	Iteration 3Q: 3 clusters Score -2.711923e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99379 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -27123046.000000 Penalty: 5993.356445
	Iteration 4Q: 3 clusters Score -2.712305e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -27128166.000000 Penalty: 5993.356445
	Iteration 5F: 3 clusters Score -2.712817e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -27135028.000000 Penalty: 5993.356445
	Iteration 6F: 3 clusters Score -2.713503e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -27142742.000000 Penalty: 5993.356445
	Iteration 7F: 3 clusters Score -2.714274e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130103 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -27150188.000000 Penalty: 5993.356445
	Iteration 8F: 3 clusters Score -2.715019e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137531 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -27157230.000000 Penalty: 5993.356445
	Iteration 9F: 3 clusters Score -2.715723e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -27163032.000000 Penalty: 5993.356445
	Iteration 10Q: 3 clusters Score -2.716303e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -27167262.000000 Penalty: 5993.356445
	Iteration 11Q: 3 clusters Score -2.716726e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -27169810.000000 Penalty: 5993.356445
	Iteration 12Q: 3 clusters Score -2.716981e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -27171384.000000 Penalty: 5993.356445
	Iteration 13Q: 3 clusters Score -2.717138e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -27172686.000000 Penalty: 5993.356445
	Iteration 14Q: 3 clusters Score -2.717269e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -27173190.000000 Penalty: 5993.356445
	Iteration 15Q: 3 clusters Score -2.717319e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -27173628.000000 Penalty: 5993.356445
	Iteration 16Q: 3 clusters Score -2.717363e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -27173878.000000 Penalty: 5993.356445
	Iteration 17Q: 3 clusters Score -2.717388e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -27174016.000000 Penalty: 5993.356445
	Iteration 18Q: 3 clusters Score -2.717402e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -27174028.000000 Penalty: 5993.356445
	Iteration 19Q: 3 clusters Score -2.717403e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -27173934.000000 Penalty: 5993.356445
	Iteration 20F: 3 clusters Score -2.717393e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168287 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -27173732.000000 Penalty: 5993.356445
	Iteration 21Q: 3 clusters Score -2.717373e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -27173658.000000 Penalty: 5993.356445
	Iteration 22Q: 3 clusters Score -2.717366e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -27173624.000000 Penalty: 5993.356445
	Iteration 23Q: 3 clusters Score -2.717362e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170292 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -27173598.000000 Penalty: 5993.356445
	Iteration 24Q: 3 clusters Score -2.71736e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -27173580.000000 Penalty: 5993.356445
	Iteration 25Q: 3 clusters Score -2.717358e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -27173482.000000 Penalty: 5993.356445
	Iteration 26Q: 3 clusters Score -2.717348e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -27173452.000000 Penalty: 5993.356445
	Iteration 27Q: 3 clusters Score -2.717345e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -27173418.000000 Penalty: 5993.356445
	Iteration 28Q: 3 clusters Score -2.717342e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -27173392.000000 Penalty: 5993.356445
	Iteration 29Q: 3 clusters Score -2.717339e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -27173382.000000 Penalty: 5993.356445
	Iteration 30Q: 3 clusters Score -2.717338e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173194 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -27173308.000000 Penalty: 5993.356445
	Iteration 31Q: 3 clusters Score -2.717331e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173446 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -27173334.000000 Penalty: 5993.356445
	Iteration 32Q: 3 clusters Score -2.717333e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173672 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -27173312.000000 Penalty: 5993.356445
	Iteration 33Q: 3 clusters Score -2.717331e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -27173270.000000 Penalty: 5993.356445
	Iteration 34Q: 3 clusters Score -2.717327e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -27173276.000000 Penalty: 5993.356445
	Iteration 35Q: 3 clusters Score -2.717328e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -27173220.000000 Penalty: 5993.356445
	Iteration 36Q: 3 clusters Score -2.717322e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174411 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -27173216.000000 Penalty: 5993.356445
	Iteration 37Q: 3 clusters Score -2.717322e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174557 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -27173208.000000 Penalty: 5993.356445
	Iteration 38Q: 3 clusters Score -2.717321e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174686 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -27173174.000000 Penalty: 5993.356445
	Iteration 39Q: 3 clusters Score -2.717317e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174799 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -27173156.000000 Penalty: 5993.356445
	Iteration 40F: 3 clusters Score -2.717316e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -27173102.000000 Penalty: 5993.356445
	Iteration 41Q: 3 clusters Score -2.71731e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -27173106.000000 Penalty: 5993.356445
	Iteration 42Q: 3 clusters Score -2.717311e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -27173166.000000 Penalty: 5993.356445
	Iteration 43Q: 3 clusters Score -2.717317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175146 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -27173132.000000 Penalty: 5993.356445
	Iteration 44Q: 3 clusters Score -2.717313e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175214 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -27173122.000000 Penalty: 5993.356445
	Iteration 45Q: 3 clusters Score -2.717312e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -27173110.000000 Penalty: 5993.356445
	Iteration 46Q: 3 clusters Score -2.717311e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -27173112.000000 Penalty: 5993.356445
	Iteration 47Q: 3 clusters Score -2.717311e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175385 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -27173094.000000 Penalty: 5993.356445
	Iteration 48Q: 3 clusters Score -2.717309e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -27173060.000000 Penalty: 5993.356445
	Iteration 49Q: 3 clusters Score -2.717306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -27173076.000000 Penalty: 5993.356445
	Iteration 50Q: 3 clusters Score -2.717308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175513 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27173080.000000 Penalty: 5993.356445
	Iteration 51Q: 3 clusters Score -2.717308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -27173086.000000 Penalty: 5993.356445
	Iteration 52Q: 3 clusters Score -2.717309e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -27173086.000000 Penalty: 5993.356445
	Iteration 53Q: 3 clusters Score -2.717309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -27173086.000000 Penalty: 5993.356445
	Iteration 54Q: 3 clusters Score -2.717309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -27173102.000000 Penalty: 5993.356445
	Iteration 55Q: 3 clusters Score -2.71731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -27173108.000000 Penalty: 5993.356445
	Iteration 56Q: 3 clusters Score -2.717311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175650 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27173144.000000 Penalty: 5993.356445
	Iteration 57Q: 3 clusters Score -2.717314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -27173106.000000 Penalty: 5993.356445
	Iteration 58Q: 3 clusters Score -2.717311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -27173118.000000 Penalty: 5993.356445
	Iteration 59Q: 3 clusters Score -2.717312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -27173102.000000 Penalty: 5993.356445
	Iteration 60F: 3 clusters Score -2.71731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -27173102.000000 Penalty: 5993.356445
	Iteration 61Q: 3 clusters Score -2.71731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175739 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -27173090.000000 Penalty: 5993.356445
	Iteration 62Q: 3 clusters Score -2.717309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175761 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -27173084.000000 Penalty: 5993.356445
	Iteration 63Q: 3 clusters Score -2.717308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175779 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -27173064.000000 Penalty: 5993.356445
	Iteration 64Q: 3 clusters Score -2.717306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175790 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27173082.000000 Penalty: 5993.356445
	Iteration 65Q: 3 clusters Score -2.717308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -27173062.000000 Penalty: 5993.356445
	Iteration 66Q: 3 clusters Score -2.717306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175814 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -27173062.000000 Penalty: 5993.356445
	Iteration 67Q: 3 clusters Score -2.717306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -27173058.000000 Penalty: 5993.356445
	Iteration 68Q: 3 clusters Score -2.717306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -27173052.000000 Penalty: 5993.356445
	Iteration 69Q: 3 clusters Score -2.717305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -27173070.000000 Penalty: 5993.356445
	Iteration 70Q: 3 clusters Score -2.717307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175839 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -27173062.000000 Penalty: 5993.356445
	Iteration 71Q: 3 clusters Score -2.717306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175845 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -27173060.000000 Penalty: 5993.356445
	Iteration 72Q: 3 clusters Score -2.717306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175848 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -27173074.000000 Penalty: 5993.356445
	Iteration 73Q: 3 clusters Score -2.717307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27173080.000000 Penalty: 5993.356445
	Iteration 74Q: 3 clusters Score -2.717308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175859 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -27173098.000000 Penalty: 5993.356445
	Iteration 75Q: 3 clusters Score -2.71731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175865 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -27173096.000000 Penalty: 5993.356445
	Iteration 76Q: 3 clusters Score -2.71731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175869 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -27173090.000000 Penalty: 5993.356445
	Iteration 77Q: 3 clusters Score -2.717309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -27173106.000000 Penalty: 5993.356445
	Iteration 78Q: 3 clusters Score -2.717311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175878 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -27173118.000000 Penalty: 5993.356445
	Iteration 79Q: 3 clusters Score -2.717312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175879 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -27173128.000000 Penalty: 5993.356445
	Iteration 80F: 3 clusters Score -2.717313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Entering Unmasked Estep 
Score: -2363151.500000 Penalty: 2393.011719
	Iteration 0F: 2 clusters Score -2363152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2352010.500000 Penalty: 4786.023438
	Iteration 0F: 3 clusters Score -2352010 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2355568.250000 Penalty: 4786.023438
	Iteration 1F: 3 clusters Score -2355568 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2356079.000000 Penalty: 4786.023438
	Iteration 2F: 3 clusters Score -2356079 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2356684.750000 Penalty: 4786.023438
	Iteration 3F: 3 clusters Score -2356685 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2357403.000000 Penalty: 4786.023438
	Iteration 4F: 3 clusters Score -2357403 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2358080.750000 Penalty: 4786.023438
	Iteration 5F: 3 clusters Score -2358081 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2358631.750000 Penalty: 4786.023438
	Iteration 6F: 3 clusters Score -2358632 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2359041.500000 Penalty: 4786.023438
	Iteration 7F: 3 clusters Score -2359042 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2359375.250000 Penalty: 4786.023438
	Iteration 8Q: 3 clusters Score -2359375 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2359619.500000 Penalty: 4786.023438
	Iteration 9Q: 3 clusters Score -2359620 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2359812.500000 Penalty: 4786.023438
	Iteration 10Q: 3 clusters Score -2359812 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2359921.250000 Penalty: 4786.023438
	Iteration 11Q: 3 clusters Score -2359921 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2359987.000000 Penalty: 4786.023438
	Iteration 12Q: 3 clusters Score -2359987 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2360036.250000 Penalty: 4786.023438
	Iteration 13Q: 3 clusters Score -2360036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2360060.500000 Penalty: 4786.023438
	Iteration 14Q: 3 clusters Score -2360060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2360086.000000 Penalty: 4786.023438
	Iteration 15Q: 3 clusters Score -2360086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2360093.500000 Penalty: 4786.023438
	Iteration 16Q: 3 clusters Score -2360094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2360103.250000 Penalty: 4786.023438
	Iteration 17Q: 3 clusters Score -2360103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2360107.250000 Penalty: 4786.023438
	Iteration 18Q: 3 clusters Score -2360107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2360108.750000 Penalty: 4786.023438
	Iteration 19Q: 3 clusters Score -2360109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2360109.000000 Penalty: 4786.023438
	Iteration 20F: 3 clusters Score -2360109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2360111.750000 Penalty: 4786.023438
	Iteration 21Q: 3 clusters Score -2360112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2360110.250000 Penalty: 4786.023438
	Iteration 22Q: 3 clusters Score -2360110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2360109.000000 Penalty: 4786.023438
	Iteration 23Q: 3 clusters Score -2360109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2360114.000000 Penalty: 4786.023438
	Iteration 24Q: 3 clusters Score -2360114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2360117.000000 Penalty: 4786.023438
	Iteration 25Q: 3 clusters Score -2360117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2360118.500000 Penalty: 4786.023438
	Iteration 26Q: 3 clusters Score -2360118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2360122.250000 Penalty: 4786.023438
	Iteration 27Q: 3 clusters Score -2360122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2360128.250000 Penalty: 4786.023438
	Iteration 28Q: 3 clusters Score -2360128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2360124.250000 Penalty: 4786.023438
	Iteration 29Q: 3 clusters Score -2360124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2360123.000000 Penalty: 4786.023438
	Iteration 30Q: 3 clusters Score -2360123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2360121.750000 Penalty: 4786.023438
	Iteration 31Q: 3 clusters Score -2360122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2360124.500000 Penalty: 4786.023438
	Iteration 32Q: 3 clusters Score -2360124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2360123.500000 Penalty: 4786.023438
	Iteration 33Q: 3 clusters Score -2360124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2360118.000000 Penalty: 4786.023438
	Iteration 34Q: 3 clusters Score -2360118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2360120.250000 Penalty: 4786.023438
	Iteration 35Q: 3 clusters Score -2360120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2360123.000000 Penalty: 4786.023438
	Iteration 36Q: 3 clusters Score -2360123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2360121.000000 Penalty: 4786.023438
	Iteration 37Q: 3 clusters Score -2360121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2360126.000000 Penalty: 4786.023438
	Iteration 38Q: 3 clusters Score -2360126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2360122.750000 Penalty: 4786.023438
	Iteration 39Q: 3 clusters Score -2360123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2360124.500000 Penalty: 4786.023438
	Iteration 40F: 3 clusters Score -2360124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2360124.500000 Penalty: 4786.023438
	Iteration 41Q: 3 clusters Score -2360124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2360126.000000 Penalty: 4786.023438
	Iteration 42Q: 3 clusters Score -2360126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2360122.250000 Penalty: 4786.023438
	Iteration 43Q: 3 clusters Score -2360122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2360123.500000 Penalty: 4786.023438
	Iteration 44Q: 3 clusters Score -2360124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2360124.250000 Penalty: 4786.023438
	Iteration 45Q: 3 clusters Score -2360124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2360127.250000 Penalty: 4786.023438
	Iteration 46Q: 3 clusters Score -2360127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2360130.500000 Penalty: 4786.023438
	Iteration 47Q: 3 clusters Score -2360130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2360127.750000 Penalty: 4786.023438
	Iteration 48Q: 3 clusters Score -2360128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2360128.500000 Penalty: 4786.023438
	Iteration 49Q: 3 clusters Score -2360128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2360129.000000 Penalty: 4786.023438
	Iteration 50Q: 3 clusters Score -2360129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2360129.000000 Penalty: 4786.023438
	Iteration 51F: 3 clusters Score -2360129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -709041.500000 Penalty: 2106.747070
	Iteration 0F: 2 clusters Score -709041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -704619.937500 Penalty: 4213.494141
	Iteration 0F: 3 clusters Score -704619.9 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -705723.375000 Penalty: 4213.494141
	Iteration 1F: 3 clusters Score -705723.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -706002.500000 Penalty: 4213.494141
	Iteration 2F: 3 clusters Score -706002.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -706195.000000 Penalty: 4213.494141
	Iteration 3F: 3 clusters Score -706195 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -706332.062500 Penalty: 4213.494141
	Iteration 4Q: 3 clusters Score -706332.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -706437.687500 Penalty: 4213.494141
	Iteration 5Q: 3 clusters Score -706437.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -706526.562500 Penalty: 4213.494141
	Iteration 6Q: 3 clusters Score -706526.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -706616.187500 Penalty: 4213.494141
	Iteration 7Q: 3 clusters Score -706616.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -706703.062500 Penalty: 4213.494141
	Iteration 8Q: 3 clusters Score -706703.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -706801.687500 Penalty: 4213.494141
	Iteration 9Q: 3 clusters Score -706801.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -706895.875000 Penalty: 4213.494141
	Iteration 10Q: 3 clusters Score -706895.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -706990.500000 Penalty: 4213.494141
	Iteration 11Q: 3 clusters Score -706990.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -707084.937500 Penalty: 4213.494141
	Iteration 12Q: 3 clusters Score -707084.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -707172.250000 Penalty: 4213.494141
	Iteration 13Q: 3 clusters Score -707172.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -707264.062500 Penalty: 4213.494141
	Iteration 14Q: 3 clusters Score -707264.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -707354.562500 Penalty: 4213.494141
	Iteration 15Q: 3 clusters Score -707354.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -707441.187500 Penalty: 4213.494141
	Iteration 16Q: 3 clusters Score -707441.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -707528.687500 Penalty: 4213.494141
	Iteration 17Q: 3 clusters Score -707528.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -707598.687500 Penalty: 4213.494141
	Iteration 18Q: 3 clusters Score -707598.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -707665.312500 Penalty: 4213.494141
	Iteration 19Q: 3 clusters Score -707665.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -707719.000000 Penalty: 4213.494141
	Iteration 20F: 3 clusters Score -707719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -707765.125000 Penalty: 4213.494141
	Iteration 21Q: 3 clusters Score -707765.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -707810.875000 Penalty: 4213.494141
	Iteration 22Q: 3 clusters Score -707810.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -707859.937500 Penalty: 4213.494141
	Iteration 23Q: 3 clusters Score -707859.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -707892.500000 Penalty: 4213.494141
	Iteration 24Q: 3 clusters Score -707892.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -707915.500000 Penalty: 4213.494141
	Iteration 25Q: 3 clusters Score -707915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -707925.250000 Penalty: 4213.494141
	Iteration 26Q: 3 clusters Score -707925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -707930.625000 Penalty: 4213.494141
	Iteration 27Q: 3 clusters Score -707930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -707935.125000 Penalty: 4213.494141
	Iteration 28Q: 3 clusters Score -707935.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -707938.250000 Penalty: 4213.494141
	Iteration 29Q: 3 clusters Score -707938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -707944.562500 Penalty: 4213.494141
	Iteration 30Q: 3 clusters Score -707944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -707948.125000 Penalty: 4213.494141
	Iteration 31Q: 3 clusters Score -707948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -707949.312500 Penalty: 4213.494141
	Iteration 32Q: 3 clusters Score -707949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -707950.687500 Penalty: 4213.494141
	Iteration 33Q: 3 clusters Score -707950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -707950.625000 Penalty: 4213.494141
	Iteration 34Q: 3 clusters Score -707950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -707952.312500 Penalty: 4213.494141
	Iteration 35Q: 3 clusters Score -707952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -707952.312500 Penalty: 4213.494141
	Iteration 36F: 3 clusters Score -707952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Entering Unmasked Estep 
Score: -3065455.750000 Penalty: 2460.854492
	Iteration 0F: 2 clusters Score -3065456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3051079.000000 Penalty: 4921.708984
	Iteration 0F: 3 clusters Score -3051079 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3056037.750000 Penalty: 4921.708984
	Iteration 1F: 3 clusters Score -3056038 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3056717.250000 Penalty: 4921.708984
	Iteration 2F: 3 clusters Score -3056717 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3057629.750000 Penalty: 4921.708984
	Iteration 3F: 3 clusters Score -3057630 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3058466.750000 Penalty: 4921.708984
	Iteration 4F: 3 clusters Score -3058467 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3059145.500000 Penalty: 4921.708984
	Iteration 5F: 3 clusters Score -3059146 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3059812.000000 Penalty: 4921.708984
	Iteration 6F: 3 clusters Score -3059812 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3060452.500000 Penalty: 4921.708984
	Iteration 7F: 3 clusters Score -3060452 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3061065.000000 Penalty: 4921.708984
	Iteration 8Q: 3 clusters Score -3061065 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3061684.750000 Penalty: 4921.708984
	Iteration 9Q: 3 clusters Score -3061685 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3062311.750000 Penalty: 4921.708984
	Iteration 10Q: 3 clusters Score -3062312 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3062829.250000 Penalty: 4921.708984
	Iteration 11Q: 3 clusters Score -3062829 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3063229.000000 Penalty: 4921.708984
	Iteration 12Q: 3 clusters Score -3063229 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3063547.750000 Penalty: 4921.708984
	Iteration 13Q: 3 clusters Score -3063548 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3063813.250000 Penalty: 4921.708984
	Iteration 14Q: 3 clusters Score -3063813 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3064010.500000 Penalty: 4921.708984
	Iteration 15Q: 3 clusters Score -3064010 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3064186.000000 Penalty: 4921.708984
	Iteration 16Q: 3 clusters Score -3064186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3064348.000000 Penalty: 4921.708984
	Iteration 17Q: 3 clusters Score -3064348 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3064452.000000 Penalty: 4921.708984
	Iteration 18Q: 3 clusters Score -3064452 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3064537.000000 Penalty: 4921.708984
	Iteration 19Q: 3 clusters Score -3064537 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3064611.750000 Penalty: 4921.708984
	Iteration 20F: 3 clusters Score -3064612 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3064688.000000 Penalty: 4921.708984
	Iteration 21Q: 3 clusters Score -3064688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3064720.500000 Penalty: 4921.708984
	Iteration 22Q: 3 clusters Score -3064720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3064759.750000 Penalty: 4921.708984
	Iteration 23Q: 3 clusters Score -3064760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3064770.750000 Penalty: 4921.708984
	Iteration 24Q: 3 clusters Score -3064771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3064787.000000 Penalty: 4921.708984
	Iteration 25Q: 3 clusters Score -3064787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3064791.750000 Penalty: 4921.708984
	Iteration 26Q: 3 clusters Score -3064792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3064791.250000 Penalty: 4921.708984
	Iteration 27Q: 3 clusters Score -3064791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3064803.000000 Penalty: 4921.708984
	Iteration 28Q: 3 clusters Score -3064803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3064806.500000 Penalty: 4921.708984
	Iteration 29Q: 3 clusters Score -3064806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3064810.000000 Penalty: 4921.708984
	Iteration 30Q: 3 clusters Score -3064810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3064812.000000 Penalty: 4921.708984
	Iteration 31Q: 3 clusters Score -3064812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3064805.500000 Penalty: 4921.708984
	Iteration 32Q: 3 clusters Score -3064806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3064808.250000 Penalty: 4921.708984
	Iteration 33Q: 3 clusters Score -3064808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3064807.250000 Penalty: 4921.708984
	Iteration 34Q: 3 clusters Score -3064807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3064808.750000 Penalty: 4921.708984
	Iteration 35Q: 3 clusters Score -3064809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3064807.250000 Penalty: 4921.708984
	Iteration 36Q: 3 clusters Score -3064807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3064812.000000 Penalty: 4921.708984
	Iteration 37Q: 3 clusters Score -3064812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3064812.750000 Penalty: 4921.708984
	Iteration 38Q: 3 clusters Score -3064813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3064813.250000 Penalty: 4921.708984
	Iteration 39Q: 3 clusters Score -3064813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3064815.500000 Penalty: 4921.708984
	Iteration 40F: 3 clusters Score -3064816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3064814.250000 Penalty: 4921.708984
	Iteration 41Q: 3 clusters Score -3064814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3064814.250000 Penalty: 4921.708984
	Iteration 42F: 3 clusters Score -3064814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Entering Unmasked Estep 
Score: -273759.562500 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -273759.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -271100.031250 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -271100 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -272924.687500 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -272924.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -275036.375000 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -275036.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -276937.468750 Penalty: 3815.061768
	Iteration 3F: 3 clusters Score -276937.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -278187.156250 Penalty: 3815.061768
	Iteration 4F: 3 clusters Score -278187.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -278572.437500 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -278572.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -278901.937500 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -278901.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279285.468750 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -279285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279306.781250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -279306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -279306.781250 Penalty: 3815.061768
	Iteration 9F: 3 clusters Score -279306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1057 members 
Entering Unmasked Estep 
Score: -104157704.000000 Penalty: 103444.734375
Splitting cluster 8 changes total score from -104152808.000000 to -104157704.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -72672.171875 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -72672.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71123.820312 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -71123.82 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71286.195312 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -71286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71343.664062 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -71343.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71381.984375 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -71381.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71411.101562 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -71411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71429.390625 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -71429.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71433.976562 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -71433.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71436.609375 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -71436.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71441.109375 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -71441.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71444.093750 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -71444.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71445.000000 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -71445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71445.000000 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -71445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -92906.046875 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -92906.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91415.429688 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -91415.43 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92200.750000 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -92200.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92671.546875 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -92671.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92822.296875 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -92822.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92908.476562 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -92908.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93009.539062 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -93009.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93051.468750 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -93051.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -93060.203125 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -93060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -93060.796875 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -93060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -93060.796875 Penalty: 3272.184082
	Iteration 9F: 3 clusters Score -93060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 596 members 
Entering Unmasked Estep 
Score: -104156200.000000 Penalty: 106781.664062
Splitting cluster 10 changes total score from -104152808.000000 to -104156200.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -291139.500000 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -291139.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -288474.625000 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -288474.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -289073.843750 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -289073.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -289266.500000 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -289266.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289411.750000 Penalty: 3786.391357
	Iteration 3F: 3 clusters Score -289411.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -289557.187500 Penalty: 3786.391357
	Iteration 4F: 3 clusters Score -289557.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289662.187500 Penalty: 3786.391357
	Iteration 5Q: 3 clusters Score -289662.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289761.937500 Penalty: 3786.391357
	Iteration 6Q: 3 clusters Score -289761.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289836.468750 Penalty: 3786.391357
	Iteration 7Q: 3 clusters Score -289836.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289902.750000 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -289902.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -289973.062500 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -289973.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -290045.843750 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -290045.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -290097.437500 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -290097.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -290125.843750 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -290125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290140.750000 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -290140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290146.937500 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -290146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -290149.187500 Penalty: 3786.391357
	Iteration 15Q: 3 clusters Score -290149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -290151.625000 Penalty: 3786.391357
	Iteration 16Q: 3 clusters Score -290151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290155.406250 Penalty: 3786.391357
	Iteration 17Q: 3 clusters Score -290155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290159.656250 Penalty: 3786.391357
	Iteration 18Q: 3 clusters Score -290159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290166.531250 Penalty: 3786.391357
	Iteration 19Q: 3 clusters Score -290166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -290172.000000 Penalty: 3786.391357
	Iteration 20F: 3 clusters Score -290172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -290173.406250 Penalty: 3786.391357
	Iteration 21Q: 3 clusters Score -290173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -290177.968750 Penalty: 3786.391357
	Iteration 22Q: 3 clusters Score -290178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -290181.000000 Penalty: 3786.391357
	Iteration 23Q: 3 clusters Score -290181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -290185.937500 Penalty: 3786.391357
	Iteration 24Q: 3 clusters Score -290185.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -290195.875000 Penalty: 3786.391357
	Iteration 25Q: 3 clusters Score -290195.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290204.406250 Penalty: 3786.391357
	Iteration 26Q: 3 clusters Score -290204.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -290218.656250 Penalty: 3786.391357
	Iteration 27Q: 3 clusters Score -290218.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -290242.000000 Penalty: 3786.391357
	Iteration 28Q: 3 clusters Score -290242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -290266.187500 Penalty: 3786.391357
	Iteration 29Q: 3 clusters Score -290266.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -290314.250000 Penalty: 3786.391357
	Iteration 30Q: 3 clusters Score -290314.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290390.562500 Penalty: 3786.391357
	Iteration 31Q: 3 clusters Score -290390.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290474.937500 Penalty: 3786.391357
	Iteration 32Q: 3 clusters Score -290474.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290578.218750 Penalty: 3786.391357
	Iteration 33Q: 3 clusters Score -290578.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290639.281250 Penalty: 3786.391357
	Iteration 34Q: 3 clusters Score -290639.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290659.593750 Penalty: 3786.391357
	Iteration 35Q: 3 clusters Score -290659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290672.843750 Penalty: 3786.391357
	Iteration 36Q: 3 clusters Score -290672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290682.406250 Penalty: 3786.391357
	Iteration 37Q: 3 clusters Score -290682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -290688.562500 Penalty: 3786.391357
	Iteration 38Q: 3 clusters Score -290688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -290694.968750 Penalty: 3786.391357
	Iteration 39Q: 3 clusters Score -290695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -290704.406250 Penalty: 3786.391357
	Iteration 40F: 3 clusters Score -290704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290717.968750 Penalty: 3786.391357
	Iteration 41Q: 3 clusters Score -290718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290737.281250 Penalty: 3786.391357
	Iteration 42Q: 3 clusters Score -290737.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -290755.031250 Penalty: 3786.391357
	Iteration 43Q: 3 clusters Score -290755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -290783.750000 Penalty: 3786.391357
	Iteration 44Q: 3 clusters Score -290783.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -290818.281250 Penalty: 3786.391357
	Iteration 45Q: 3 clusters Score -290818.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -290857.812500 Penalty: 3786.391357
	Iteration 46Q: 3 clusters Score -290857.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -290888.062500 Penalty: 3786.391357
	Iteration 47Q: 3 clusters Score -290888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -290906.750000 Penalty: 3786.391357
	Iteration 48Q: 3 clusters Score -290906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -290912.281250 Penalty: 3786.391357
	Iteration 49Q: 3 clusters Score -290912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -290916.312500 Penalty: 3786.391357
	Iteration 50Q: 3 clusters Score -290916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -290923.937500 Penalty: 3786.391357
	Iteration 51Q: 3 clusters Score -290923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -290932.750000 Penalty: 3786.391357
	Iteration 52Q: 3 clusters Score -290932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -290938.500000 Penalty: 3786.391357
	Iteration 53Q: 3 clusters Score -290938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290944.562500 Penalty: 3786.391357
	Iteration 54Q: 3 clusters Score -290944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290950.062500 Penalty: 3786.391357
	Iteration 55Q: 3 clusters Score -290950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -290958.500000 Penalty: 3786.391357
	Iteration 56Q: 3 clusters Score -290958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290959.906250 Penalty: 3786.391357
	Iteration 57Q: 3 clusters Score -290959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290962.156250 Penalty: 3786.391357
	Iteration 58Q: 3 clusters Score -290962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -290962.968750 Penalty: 3786.391357
	Iteration 59Q: 3 clusters Score -290963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -290965.062500 Penalty: 3786.391357
	Iteration 60F: 3 clusters Score -290965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290967.343750 Penalty: 3786.391357
	Iteration 61Q: 3 clusters Score -290967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290967.343750 Penalty: 3786.391357
	Iteration 62F: 3 clusters Score -290967.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -418517.375000 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -418517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415549.906250 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -415549.9 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -417501.031250 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -417501 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -418927.093750 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -418927.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -419560.000000 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -419560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -419719.250000 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -419719.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -419756.843750 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -419756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -419767.875000 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -419767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -419771.343750 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -419771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -419775.968750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -419776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -419779.093750 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -419779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -419780.156250 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -419780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -419781.906250 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -419781.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -419783.250000 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -419783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -419785.187500 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -419785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -419786.875000 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -419786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -419787.343750 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -419787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -419787.343750 Penalty: 3954.172119
	Iteration 16F: 3 clusters Score -419787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 548 members 
Entering Unmasked Estep 
Score: -104155880.000000 Penalty: 110118.593750
Splitting cluster 12 changes total score from -104152808.000000 to -104155880.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1792690.750000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1792691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1783828.750000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1783829 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1786581.625000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1786582 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1786893.500000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1786894 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1787157.500000 Penalty: 4654.025879
	Iteration 3Q: 3 clusters Score -1787158 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1787401.500000 Penalty: 4654.025879
	Iteration 4Q: 3 clusters Score -1787402 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1787660.625000 Penalty: 4654.025879
	Iteration 5Q: 3 clusters Score -1787661 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1787915.875000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1787916 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1788216.250000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1788216 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1788588.125000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1788588 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1788968.125000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1788968 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1789411.500000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1789412 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1789832.750000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1789833 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1790183.625000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1790184 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1790443.000000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1790443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1790606.875000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1790607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1790719.375000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1790719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1790776.500000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1790776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1790819.500000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1790820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1790842.875000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1790843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1790856.500000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1790856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1790862.375000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1790862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1790867.000000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1790867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1790873.375000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1790873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1790877.625000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1790878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1790884.750000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1790885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1790887.500000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1790888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1790887.250000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1790887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1790894.000000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1790894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1790900.000000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1790900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1790906.000000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1790906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1790907.625000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1790908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1790914.625000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1790915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1790918.625000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1790919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1790920.500000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1790920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1790921.750000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1790922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1790923.125000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1790923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1790923.125000 Penalty: 4654.025879
	Iteration 36F: 3 clusters Score -1790923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -517431.312500 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -517431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -513816.062500 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -513816.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -514614.843750 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -514614.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -514820.781250 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -514820.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -514954.093750 Penalty: 4041.485352
	Iteration 3F: 3 clusters Score -514954.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -515054.781250 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -515054.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -515153.781250 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -515153.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -515263.968750 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -515264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -515362.343750 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -515362.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -515437.062500 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -515437.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -515503.375000 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -515503.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -515568.843750 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -515568.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -515629.906250 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -515629.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -515701.625000 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -515701.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -515760.812500 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -515760.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -515815.062500 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -515815.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -515868.718750 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -515868.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -515920.937500 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -515920.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -515956.281250 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -515956.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -515985.968750 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -515986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -516020.906250 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -516020.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -516061.343750 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -516061.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -516101.281250 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -516101.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -516137.000000 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -516137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -516167.781250 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -516167.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -516202.593750 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -516202.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -516224.968750 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -516225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -516239.406250 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -516239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -516246.843750 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -516246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -516253.875000 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -516253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -516258.343750 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -516258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -516261.531250 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -516261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -516264.718750 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -516264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -516267.687500 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -516267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -516272.093750 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -516272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -516276.500000 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -516276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -516281.718750 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -516281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -516285.125000 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -516285.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -516287.812500 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -516287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -516290.093750 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -516290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -516292.218750 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -516292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -516295.125000 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -516295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -516296.343750 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -516296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -516297.593750 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -516297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -516297.593750 Penalty: 4041.485352
	Iteration 43F: 3 clusters Score -516297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1939590.000000 Penalty: 2363.699463
	Iteration 0F: 2 clusters Score -1939590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1929439.500000 Penalty: 4727.398926
	Iteration 0F: 3 clusters Score -1929440 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1932741.250000 Penalty: 4727.398926
	Iteration 1F: 3 clusters Score -1932741 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1933364.000000 Penalty: 4727.398926
	Iteration 2F: 3 clusters Score -1933364 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1933944.500000 Penalty: 4727.398926
	Iteration 3F: 3 clusters Score -1933944 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1934466.500000 Penalty: 4727.398926
	Iteration 4F: 3 clusters Score -1934466 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1934902.500000 Penalty: 4727.398926
	Iteration 5F: 3 clusters Score -1934902 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1935343.375000 Penalty: 4727.398926
	Iteration 6F: 3 clusters Score -1935343 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1935737.250000 Penalty: 4727.398926
	Iteration 7Q: 3 clusters Score -1935737 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1936085.625000 Penalty: 4727.398926
	Iteration 8Q: 3 clusters Score -1936086 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1936366.625000 Penalty: 4727.398926
	Iteration 9Q: 3 clusters Score -1936367 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1936570.375000 Penalty: 4727.398926
	Iteration 10Q: 3 clusters Score -1936570 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1936729.750000 Penalty: 4727.398926
	Iteration 11Q: 3 clusters Score -1936730 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1936876.750000 Penalty: 4727.398926
	Iteration 12Q: 3 clusters Score -1936877 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1937008.250000 Penalty: 4727.398926
	Iteration 13Q: 3 clusters Score -1937008 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1937128.750000 Penalty: 4727.398926
	Iteration 14Q: 3 clusters Score -1937129 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1937249.125000 Penalty: 4727.398926
	Iteration 15Q: 3 clusters Score -1937249 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1937344.750000 Penalty: 4727.398926
	Iteration 16Q: 3 clusters Score -1937345 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1937403.375000 Penalty: 4727.398926
	Iteration 17Q: 3 clusters Score -1937403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1937456.625000 Penalty: 4727.398926
	Iteration 18Q: 3 clusters Score -1937457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1937504.250000 Penalty: 4727.398926
	Iteration 19Q: 3 clusters Score -1937504 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1937539.000000 Penalty: 4727.398926
	Iteration 20F: 3 clusters Score -1937539 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1937570.625000 Penalty: 4727.398926
	Iteration 21Q: 3 clusters Score -1937571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1937600.750000 Penalty: 4727.398926
	Iteration 22Q: 3 clusters Score -1937601 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1937653.375000 Penalty: 4727.398926
	Iteration 23Q: 3 clusters Score -1937653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1937680.625000 Penalty: 4727.398926
	Iteration 24Q: 3 clusters Score -1937681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1937712.625000 Penalty: 4727.398926
	Iteration 25Q: 3 clusters Score -1937713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1937738.625000 Penalty: 4727.398926
	Iteration 26Q: 3 clusters Score -1937739 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1937770.000000 Penalty: 4727.398926
	Iteration 27Q: 3 clusters Score -1937770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1937792.500000 Penalty: 4727.398926
	Iteration 28Q: 3 clusters Score -1937792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1937811.875000 Penalty: 4727.398926
	Iteration 29Q: 3 clusters Score -1937812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1937839.875000 Penalty: 4727.398926
	Iteration 30Q: 3 clusters Score -1937840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1937850.875000 Penalty: 4727.398926
	Iteration 31Q: 3 clusters Score -1937851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1937865.125000 Penalty: 4727.398926
	Iteration 32Q: 3 clusters Score -1937865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1937881.750000 Penalty: 4727.398926
	Iteration 33Q: 3 clusters Score -1937882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1937903.125000 Penalty: 4727.398926
	Iteration 34Q: 3 clusters Score -1937903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1937919.500000 Penalty: 4727.398926
	Iteration 35Q: 3 clusters Score -1937920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1937925.625000 Penalty: 4727.398926
	Iteration 36Q: 3 clusters Score -1937926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1937945.125000 Penalty: 4727.398926
	Iteration 37Q: 3 clusters Score -1937945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1937959.750000 Penalty: 4727.398926
	Iteration 38Q: 3 clusters Score -1937960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1937977.125000 Penalty: 4727.398926
	Iteration 39Q: 3 clusters Score -1937977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1937993.125000 Penalty: 4727.398926
	Iteration 40F: 3 clusters Score -1937993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1938004.125000 Penalty: 4727.398926
	Iteration 41Q: 3 clusters Score -1938004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1938009.000000 Penalty: 4727.398926
	Iteration 42Q: 3 clusters Score -1938009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1938017.125000 Penalty: 4727.398926
	Iteration 43Q: 3 clusters Score -1938017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1938024.875000 Penalty: 4727.398926
	Iteration 44Q: 3 clusters Score -1938025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1938031.500000 Penalty: 4727.398926
	Iteration 45Q: 3 clusters Score -1938032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1938034.250000 Penalty: 4727.398926
	Iteration 46Q: 3 clusters Score -1938034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1938040.375000 Penalty: 4727.398926
	Iteration 47Q: 3 clusters Score -1938040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1938042.875000 Penalty: 4727.398926
	Iteration 48Q: 3 clusters Score -1938043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1938048.000000 Penalty: 4727.398926
	Iteration 49Q: 3 clusters Score -1938048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1938048.750000 Penalty: 4727.398926
	Iteration 50Q: 3 clusters Score -1938049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1938049.000000 Penalty: 4727.398926
	Iteration 51Q: 3 clusters Score -1938049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1938050.750000 Penalty: 4727.398926
	Iteration 52Q: 3 clusters Score -1938051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1938054.500000 Penalty: 4727.398926
	Iteration 53Q: 3 clusters Score -1938054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1938057.250000 Penalty: 4727.398926
	Iteration 54Q: 3 clusters Score -1938057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1938058.750000 Penalty: 4727.398926
	Iteration 55Q: 3 clusters Score -1938059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1938058.625000 Penalty: 4727.398926
	Iteration 56Q: 3 clusters Score -1938059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1938060.375000 Penalty: 4727.398926
	Iteration 57Q: 3 clusters Score -1938060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1938060.625000 Penalty: 4727.398926
	Iteration 58Q: 3 clusters Score -1938061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1938060.000000 Penalty: 4727.398926
	Iteration 59Q: 3 clusters Score -1938060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1938062.500000 Penalty: 4727.398926
	Iteration 60F: 3 clusters Score -1938062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1938063.375000 Penalty: 4727.398926
	Iteration 61Q: 3 clusters Score -1938063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1938062.250000 Penalty: 4727.398926
	Iteration 62Q: 3 clusters Score -1938062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1938061.875000 Penalty: 4727.398926
	Iteration 63Q: 3 clusters Score -1938062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1938062.625000 Penalty: 4727.398926
	Iteration 64Q: 3 clusters Score -1938063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1938066.125000 Penalty: 4727.398926
	Iteration 65Q: 3 clusters Score -1938066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1938066.375000 Penalty: 4727.398926
	Iteration 66Q: 3 clusters Score -1938066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1938066.125000 Penalty: 4727.398926
	Iteration 67Q: 3 clusters Score -1938066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1938065.125000 Penalty: 4727.398926
	Iteration 68Q: 3 clusters Score -1938065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1938065.250000 Penalty: 4727.398926
	Iteration 69Q: 3 clusters Score -1938065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1938069.875000 Penalty: 4727.398926
	Iteration 70Q: 3 clusters Score -1938070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1938073.375000 Penalty: 4727.398926
	Iteration 71Q: 3 clusters Score -1938073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1938072.375000 Penalty: 4727.398926
	Iteration 72Q: 3 clusters Score -1938072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1938077.000000 Penalty: 4727.398926
	Iteration 73Q: 3 clusters Score -1938077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1938076.125000 Penalty: 4727.398926
	Iteration 74Q: 3 clusters Score -1938076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1938076.000000 Penalty: 4727.398926
	Iteration 75Q: 3 clusters Score -1938076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1938076.250000 Penalty: 4727.398926
	Iteration 76Q: 3 clusters Score -1938076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1938079.250000 Penalty: 4727.398926
	Iteration 77Q: 3 clusters Score -1938079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1938080.500000 Penalty: 4727.398926
	Iteration 78Q: 3 clusters Score -1938080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1938084.125000 Penalty: 4727.398926
	Iteration 79Q: 3 clusters Score -1938084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1938089.000000 Penalty: 4727.398926
	Iteration 80F: 3 clusters Score -1938089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1938092.875000 Penalty: 4727.398926
	Iteration 81Q: 3 clusters Score -1938093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1938094.000000 Penalty: 4727.398926
	Iteration 82Q: 3 clusters Score -1938094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1938098.750000 Penalty: 4727.398926
	Iteration 83Q: 3 clusters Score -1938099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1938101.000000 Penalty: 4727.398926
	Iteration 84Q: 3 clusters Score -1938101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1938102.250000 Penalty: 4727.398926
	Iteration 85Q: 3 clusters Score -1938102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1938106.625000 Penalty: 4727.398926
	Iteration 86Q: 3 clusters Score -1938107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1938109.750000 Penalty: 4727.398926
	Iteration 87Q: 3 clusters Score -1938110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1938110.750000 Penalty: 4727.398926
	Iteration 88Q: 3 clusters Score -1938111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1938108.375000 Penalty: 4727.398926
	Iteration 89Q: 3 clusters Score -1938108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1938115.500000 Penalty: 4727.398926
	Iteration 90Q: 3 clusters Score -1938116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1938118.500000 Penalty: 4727.398926
	Iteration 91Q: 3 clusters Score -1938118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1938125.625000 Penalty: 4727.398926
	Iteration 92Q: 3 clusters Score -1938126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1938126.375000 Penalty: 4727.398926
	Iteration 93Q: 3 clusters Score -1938126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1938131.000000 Penalty: 4727.398926
	Iteration 94Q: 3 clusters Score -1938131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1938132.625000 Penalty: 4727.398926
	Iteration 95Q: 3 clusters Score -1938133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1938132.000000 Penalty: 4727.398926
	Iteration 96Q: 3 clusters Score -1938132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1938135.625000 Penalty: 4727.398926
	Iteration 97Q: 3 clusters Score -1938136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1938139.250000 Penalty: 4727.398926
	Iteration 98Q: 3 clusters Score -1938139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1938140.000000 Penalty: 4727.398926
	Iteration 99Q: 3 clusters Score -1938140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1938141.750000 Penalty: 4727.398926
	Iteration 100F: 3 clusters Score -1938142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1938141.375000 Penalty: 4727.398926
	Iteration 101Q: 3 clusters Score -1938141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1938141.125000 Penalty: 4727.398926
	Iteration 102Q: 3 clusters Score -1938141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1938137.375000 Penalty: 4727.398926
	Iteration 103Q: 3 clusters Score -1938137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1938137.500000 Penalty: 4727.398926
	Iteration 104Q: 3 clusters Score -1938138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1938137.500000 Penalty: 4727.398926
	Iteration 105F: 3 clusters Score -1938138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Entering Unmasked Estep 
Score: -2437557.500000 Penalty: 2401.127930
	Iteration 0F: 2 clusters Score -2437558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2426042.500000 Penalty: 4802.255859
	Iteration 0F: 3 clusters Score -2426042 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2430102.750000 Penalty: 4802.255859
	Iteration 1F: 3 clusters Score -2430103 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2430947.250000 Penalty: 4802.255859
	Iteration 2F: 3 clusters Score -2430947 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2431949.500000 Penalty: 4802.255859
	Iteration 3F: 3 clusters Score -2431950 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2433000.750000 Penalty: 4802.255859
	Iteration 4F: 3 clusters Score -2433001 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2433959.750000 Penalty: 4802.255859
	Iteration 5F: 3 clusters Score -2433960 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2434685.750000 Penalty: 4802.255859
	Iteration 6F: 3 clusters Score -2434686 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2435168.750000 Penalty: 4802.255859
	Iteration 7Q: 3 clusters Score -2435169 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2435539.750000 Penalty: 4802.255859
	Iteration 8Q: 3 clusters Score -2435540 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2435902.500000 Penalty: 4802.255859
	Iteration 9Q: 3 clusters Score -2435902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2436272.750000 Penalty: 4802.255859
	Iteration 10Q: 3 clusters Score -2436273 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2436498.500000 Penalty: 4802.255859
	Iteration 11Q: 3 clusters Score -2436498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2436611.000000 Penalty: 4802.255859
	Iteration 12Q: 3 clusters Score -2436611 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2436685.000000 Penalty: 4802.255859
	Iteration 13Q: 3 clusters Score -2436685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2436736.250000 Penalty: 4802.255859
	Iteration 14Q: 3 clusters Score -2436736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2436776.000000 Penalty: 4802.255859
	Iteration 15Q: 3 clusters Score -2436776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2436807.250000 Penalty: 4802.255859
	Iteration 16Q: 3 clusters Score -2436807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2436849.750000 Penalty: 4802.255859
	Iteration 17Q: 3 clusters Score -2436850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2436880.750000 Penalty: 4802.255859
	Iteration 18Q: 3 clusters Score -2436881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2436910.250000 Penalty: 4802.255859
	Iteration 19Q: 3 clusters Score -2436910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2436925.000000 Penalty: 4802.255859
	Iteration 20F: 3 clusters Score -2436925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2436946.250000 Penalty: 4802.255859
	Iteration 21Q: 3 clusters Score -2436946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2436960.750000 Penalty: 4802.255859
	Iteration 22Q: 3 clusters Score -2436961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2436989.250000 Penalty: 4802.255859
	Iteration 23Q: 3 clusters Score -2436989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2437005.500000 Penalty: 4802.255859
	Iteration 24Q: 3 clusters Score -2437006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2437017.250000 Penalty: 4802.255859
	Iteration 25Q: 3 clusters Score -2437017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2437022.000000 Penalty: 4802.255859
	Iteration 26Q: 3 clusters Score -2437022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2437037.000000 Penalty: 4802.255859
	Iteration 27Q: 3 clusters Score -2437037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2437052.500000 Penalty: 4802.255859
	Iteration 28Q: 3 clusters Score -2437052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2437064.750000 Penalty: 4802.255859
	Iteration 29Q: 3 clusters Score -2437065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2437074.750000 Penalty: 4802.255859
	Iteration 30Q: 3 clusters Score -2437075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2437078.250000 Penalty: 4802.255859
	Iteration 31Q: 3 clusters Score -2437078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2437088.250000 Penalty: 4802.255859
	Iteration 32Q: 3 clusters Score -2437088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2437093.750000 Penalty: 4802.255859
	Iteration 33Q: 3 clusters Score -2437094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2437097.500000 Penalty: 4802.255859
	Iteration 34Q: 3 clusters Score -2437098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2437098.250000 Penalty: 4802.255859
	Iteration 35Q: 3 clusters Score -2437098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2437102.250000 Penalty: 4802.255859
	Iteration 36Q: 3 clusters Score -2437102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2437111.000000 Penalty: 4802.255859
	Iteration 37Q: 3 clusters Score -2437111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2437111.500000 Penalty: 4802.255859
	Iteration 38Q: 3 clusters Score -2437112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2437112.500000 Penalty: 4802.255859
	Iteration 39Q: 3 clusters Score -2437112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2437119.000000 Penalty: 4802.255859
	Iteration 40F: 3 clusters Score -2437119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2437121.250000 Penalty: 4802.255859
	Iteration 41Q: 3 clusters Score -2437121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2437118.500000 Penalty: 4802.255859
	Iteration 42Q: 3 clusters Score -2437118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2437118.000000 Penalty: 4802.255859
	Iteration 43Q: 3 clusters Score -2437118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2437121.750000 Penalty: 4802.255859
	Iteration 44Q: 3 clusters Score -2437122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2437122.000000 Penalty: 4802.255859
	Iteration 45Q: 3 clusters Score -2437122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2437124.000000 Penalty: 4802.255859
	Iteration 46Q: 3 clusters Score -2437124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2437123.500000 Penalty: 4802.255859
	Iteration 47Q: 3 clusters Score -2437124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2437124.250000 Penalty: 4802.255859
	Iteration 48Q: 3 clusters Score -2437124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2437123.250000 Penalty: 4802.255859
	Iteration 49Q: 3 clusters Score -2437123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2437123.250000 Penalty: 4802.255859
	Iteration 50F: 3 clusters Score -2437123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (122374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Entering Unmasked Estep 
Score: -18876762.000000 Penalty: 2905.279541
	Iteration 0F: 2 clusters Score -1.887676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -18801314.000000 Penalty: 5810.559082
	Iteration 0F: 3 clusters Score -1.880131e+07 nChanged 58212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -18835092.000000 Penalty: 5810.559082
	Iteration 1F: 3 clusters Score -1.883509e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -18836482.000000 Penalty: 5810.559082
	Iteration 2Q: 3 clusters Score -1.883648e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -18838584.000000 Penalty: 5810.559082
	Iteration 3Q: 3 clusters Score -1.883858e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -18842018.000000 Penalty: 5810.559082
	Iteration 4F: 3 clusters Score -1.884202e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -18847544.000000 Penalty: 5810.559082
	Iteration 5F: 3 clusters Score -1.884754e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -18855032.000000 Penalty: 5810.559082
	Iteration 6F: 3 clusters Score -1.885503e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -18862602.000000 Penalty: 5810.559082
	Iteration 7F: 3 clusters Score -1.88626e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -18868350.000000 Penalty: 5810.559082
	Iteration 8F: 3 clusters Score -1.886835e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106542 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -18871928.000000 Penalty: 5810.559082
	Iteration 9Q: 3 clusters Score -1.887193e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -18873530.000000 Penalty: 5810.559082
	Iteration 10Q: 3 clusters Score -1.887353e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108634 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -18874106.000000 Penalty: 5810.559082
	Iteration 11Q: 3 clusters Score -1.887411e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -18874474.000000 Penalty: 5810.559082
	Iteration 12Q: 3 clusters Score -1.887447e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -18874712.000000 Penalty: 5810.559082
	Iteration 13Q: 3 clusters Score -1.887471e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -18874802.000000 Penalty: 5810.559082
	Iteration 14Q: 3 clusters Score -1.88748e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -18874834.000000 Penalty: 5810.559082
	Iteration 15Q: 3 clusters Score -1.887483e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110388 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -18874866.000000 Penalty: 5810.559082
	Iteration 16Q: 3 clusters Score -1.887487e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -18874972.000000 Penalty: 5810.559082
	Iteration 17Q: 3 clusters Score -1.887497e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -18875016.000000 Penalty: 5810.559082
	Iteration 18Q: 3 clusters Score -1.887502e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -18875028.000000 Penalty: 5810.559082
	Iteration 19Q: 3 clusters Score -1.887503e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -18875036.000000 Penalty: 5810.559082
	Iteration 20F: 3 clusters Score -1.887504e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -18875054.000000 Penalty: 5810.559082
	Iteration 21Q: 3 clusters Score -1.887505e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -18875050.000000 Penalty: 5810.559082
	Iteration 22Q: 3 clusters Score -1.887505e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -18875056.000000 Penalty: 5810.559082
	Iteration 23Q: 3 clusters Score -1.887506e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111709 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -18875032.000000 Penalty: 5810.559082
	Iteration 24Q: 3 clusters Score -1.887503e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -18875052.000000 Penalty: 5810.559082
	Iteration 25Q: 3 clusters Score -1.887505e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -18875070.000000 Penalty: 5810.559082
	Iteration 26Q: 3 clusters Score -1.887507e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -18875080.000000 Penalty: 5810.559082
	Iteration 27Q: 3 clusters Score -1.887508e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -18875122.000000 Penalty: 5810.559082
	Iteration 28Q: 3 clusters Score -1.887512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -18875084.000000 Penalty: 5810.559082
	Iteration 29Q: 3 clusters Score -1.887508e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -18875090.000000 Penalty: 5810.559082
	Iteration 30Q: 3 clusters Score -1.887509e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -18875116.000000 Penalty: 5810.559082
	Iteration 31Q: 3 clusters Score -1.887512e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -18875124.000000 Penalty: 5810.559082
	Iteration 32Q: 3 clusters Score -1.887512e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112315 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -18875118.000000 Penalty: 5810.559082
	Iteration 33Q: 3 clusters Score -1.887512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112362 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -18875128.000000 Penalty: 5810.559082
	Iteration 34Q: 3 clusters Score -1.887513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112404 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -18875124.000000 Penalty: 5810.559082
	Iteration 35Q: 3 clusters Score -1.887512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112441 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -18875104.000000 Penalty: 5810.559082
	Iteration 36Q: 3 clusters Score -1.88751e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -18875114.000000 Penalty: 5810.559082
	Iteration 37Q: 3 clusters Score -1.887511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -18875096.000000 Penalty: 5810.559082
	Iteration 38Q: 3 clusters Score -1.88751e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -18875114.000000 Penalty: 5810.559082
	Iteration 39Q: 3 clusters Score -1.887511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -18875112.000000 Penalty: 5810.559082
	Iteration 40F: 3 clusters Score -1.887511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -18875146.000000 Penalty: 5810.559082
	Iteration 41Q: 3 clusters Score -1.887515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112722 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -18875132.000000 Penalty: 5810.559082
	Iteration 42Q: 3 clusters Score -1.887513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112742 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -18875140.000000 Penalty: 5810.559082
	Iteration 43Q: 3 clusters Score -1.887514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -18875148.000000 Penalty: 5810.559082
	Iteration 44Q: 3 clusters Score -1.887515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -18875154.000000 Penalty: 5810.559082
	Iteration 45Q: 3 clusters Score -1.887515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112772 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -18875150.000000 Penalty: 5810.559082
	Iteration 46Q: 3 clusters Score -1.887515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -18875148.000000 Penalty: 5810.559082
	Iteration 47Q: 3 clusters Score -1.887515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -18875162.000000 Penalty: 5810.559082
	Iteration 48Q: 3 clusters Score -1.887516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -18875168.000000 Penalty: 5810.559082
	Iteration 49Q: 3 clusters Score -1.887517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -18875166.000000 Penalty: 5810.559082
	Iteration 50Q: 3 clusters Score -1.887517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -18875162.000000 Penalty: 5810.559082
	Iteration 51Q: 3 clusters Score -1.887516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112814 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -18875152.000000 Penalty: 5810.559082
	Iteration 52Q: 3 clusters Score -1.887515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -18875160.000000 Penalty: 5810.559082
	Iteration 53Q: 3 clusters Score -1.887516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -18875154.000000 Penalty: 5810.559082
	Iteration 54Q: 3 clusters Score -1.887515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -18875158.000000 Penalty: 5810.559082
	Iteration 55Q: 3 clusters Score -1.887516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -18875156.000000 Penalty: 5810.559082
	Iteration 56Q: 3 clusters Score -1.887516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112831 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -18875156.000000 Penalty: 5810.559082
	Iteration 57Q: 3 clusters Score -1.887516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112832 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -18875146.000000 Penalty: 5810.559082
	Iteration 58Q: 3 clusters Score -1.887515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112833 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -18875138.000000 Penalty: 5810.559082
	Iteration 59Q: 3 clusters Score -1.887514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112836 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -18875134.000000 Penalty: 5810.559082
	Iteration 60F: 3 clusters Score -1.887513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -18875140.000000 Penalty: 5810.559082
	Iteration 61Q: 3 clusters Score -1.887514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -18875140.000000 Penalty: 5810.559082
	Iteration 62F: 3 clusters Score -1.887514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -726649.187500 Penalty: 2110.071777
	Iteration 0F: 2 clusters Score -726649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -722185.000000 Penalty: 4220.143555
	Iteration 0F: 3 clusters Score -722185 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -723300.750000 Penalty: 4220.143555
	Iteration 1F: 3 clusters Score -723300.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -723627.625000 Penalty: 4220.143555
	Iteration 2F: 3 clusters Score -723627.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -723964.375000 Penalty: 4220.143555
	Iteration 3F: 3 clusters Score -723964.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -724351.375000 Penalty: 4220.143555
	Iteration 4F: 3 clusters Score -724351.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -724803.500000 Penalty: 4220.143555
	Iteration 5F: 3 clusters Score -724803.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -725260.250000 Penalty: 4220.143555
	Iteration 6F: 3 clusters Score -725260.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -725572.625000 Penalty: 4220.143555
	Iteration 7F: 3 clusters Score -725572.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -725727.687500 Penalty: 4220.143555
	Iteration 8Q: 3 clusters Score -725727.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -725810.187500 Penalty: 4220.143555
	Iteration 9Q: 3 clusters Score -725810.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -725843.875000 Penalty: 4220.143555
	Iteration 10Q: 3 clusters Score -725843.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -725867.187500 Penalty: 4220.143555
	Iteration 11Q: 3 clusters Score -725867.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -725884.000000 Penalty: 4220.143555
	Iteration 12Q: 3 clusters Score -725884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -725895.250000 Penalty: 4220.143555
	Iteration 13Q: 3 clusters Score -725895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -725903.250000 Penalty: 4220.143555
	Iteration 14Q: 3 clusters Score -725903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -725906.687500 Penalty: 4220.143555
	Iteration 15Q: 3 clusters Score -725906.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -725912.500000 Penalty: 4220.143555
	Iteration 16Q: 3 clusters Score -725912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -725915.875000 Penalty: 4220.143555
	Iteration 17Q: 3 clusters Score -725915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -725918.312500 Penalty: 4220.143555
	Iteration 18Q: 3 clusters Score -725918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -725919.250000 Penalty: 4220.143555
	Iteration 19Q: 3 clusters Score -725919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -725919.187500 Penalty: 4220.143555
	Iteration 20F: 3 clusters Score -725919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -725920.375000 Penalty: 4220.143555
	Iteration 21Q: 3 clusters Score -725920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -725920.375000 Penalty: 4220.143555
	Iteration 22Q: 3 clusters Score -725920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -725920.937500 Penalty: 4220.143555
	Iteration 23Q: 3 clusters Score -725920.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -725920.687500 Penalty: 4220.143555
	Iteration 24Q: 3 clusters Score -725920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -725920.687500 Penalty: 4220.143555
	Iteration 25F: 3 clusters Score -725920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Entering Unmasked Estep 
Score: -472032.468750 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -472032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -468435.281250 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -468435.3 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -469292.187500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -469292.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -469532.437500 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -469532.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -469694.437500 Penalty: 4066.661621
	Iteration 3F: 3 clusters Score -469694.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -469865.750000 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -469865.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -470079.906250 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -470079.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -470338.437500 Penalty: 4066.661621
	Iteration 6F: 3 clusters Score -470338.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -470534.593750 Penalty: 4066.661621
	Iteration 7F: 3 clusters Score -470534.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -470676.406250 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -470676.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -470815.093750 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -470815.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -470948.062500 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -470948.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -471081.031250 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -471081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -471159.625000 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -471159.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -471207.781250 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -471207.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -471273.468750 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -471273.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -471341.312500 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -471341.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -471380.593750 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -471380.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -471419.281250 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -471419.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -471455.437500 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -471455.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -471490.093750 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -471490.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -471517.468750 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -471517.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -471533.906250 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -471533.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -471547.187500 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -471547.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -471560.343750 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -471560.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -471568.875000 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -471568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -471579.656250 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -471579.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -471583.000000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -471583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -471584.812500 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -471584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -471589.031250 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -471589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -471590.625000 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -471590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -471592.218750 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -471592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -471592.218750 Penalty: 4066.661621
	Iteration 31F: 3 clusters Score -471592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Entering Unmasked Estep 
Score: -3007142.000000 Penalty: 2467.206299
	Iteration 0F: 2 clusters Score -3007142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2992546.250000 Penalty: 4934.412598
	Iteration 0F: 3 clusters Score -2992546 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2997668.750000 Penalty: 4934.412598
	Iteration 1F: 3 clusters Score -2997669 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2998351.500000 Penalty: 4934.412598
	Iteration 2F: 3 clusters Score -2998352 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2999097.500000 Penalty: 4934.412598
	Iteration 3F: 3 clusters Score -2999098 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3000083.500000 Penalty: 4934.412598
	Iteration 4F: 3 clusters Score -3000084 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3001216.750000 Penalty: 4934.412598
	Iteration 5F: 3 clusters Score -3001217 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3002283.750000 Penalty: 4934.412598
	Iteration 6F: 3 clusters Score -3002284 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3003123.500000 Penalty: 4934.412598
	Iteration 7F: 3 clusters Score -3003124 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3003758.750000 Penalty: 4934.412598
	Iteration 8Q: 3 clusters Score -3003759 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3004246.500000 Penalty: 4934.412598
	Iteration 9Q: 3 clusters Score -3004246 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3004618.250000 Penalty: 4934.412598
	Iteration 10Q: 3 clusters Score -3004618 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3004857.750000 Penalty: 4934.412598
	Iteration 11Q: 3 clusters Score -3004858 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3005075.500000 Penalty: 4934.412598
	Iteration 12Q: 3 clusters Score -3005076 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3005221.500000 Penalty: 4934.412598
	Iteration 13Q: 3 clusters Score -3005222 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3005340.750000 Penalty: 4934.412598
	Iteration 14Q: 3 clusters Score -3005341 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3005426.000000 Penalty: 4934.412598
	Iteration 15Q: 3 clusters Score -3005426 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3005512.250000 Penalty: 4934.412598
	Iteration 16Q: 3 clusters Score -3005512 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3005568.250000 Penalty: 4934.412598
	Iteration 17Q: 3 clusters Score -3005568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3005597.000000 Penalty: 4934.412598
	Iteration 18Q: 3 clusters Score -3005597 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3005636.750000 Penalty: 4934.412598
	Iteration 19Q: 3 clusters Score -3005637 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3005663.000000 Penalty: 4934.412598
	Iteration 20F: 3 clusters Score -3005663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3005684.500000 Penalty: 4934.412598
	Iteration 21Q: 3 clusters Score -3005684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3005693.500000 Penalty: 4934.412598
	Iteration 22Q: 3 clusters Score -3005694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3005701.250000 Penalty: 4934.412598
	Iteration 23Q: 3 clusters Score -3005701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3005704.250000 Penalty: 4934.412598
	Iteration 24Q: 3 clusters Score -3005704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3005717.000000 Penalty: 4934.412598
	Iteration 25Q: 3 clusters Score -3005717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3005738.000000 Penalty: 4934.412598
	Iteration 26Q: 3 clusters Score -3005738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3005744.500000 Penalty: 4934.412598
	Iteration 27Q: 3 clusters Score -3005744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3005750.000000 Penalty: 4934.412598
	Iteration 28Q: 3 clusters Score -3005750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3005750.750000 Penalty: 4934.412598
	Iteration 29Q: 3 clusters Score -3005751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3005758.000000 Penalty: 4934.412598
	Iteration 30Q: 3 clusters Score -3005758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3005777.250000 Penalty: 4934.412598
	Iteration 31Q: 3 clusters Score -3005777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3005776.000000 Penalty: 4934.412598
	Iteration 32Q: 3 clusters Score -3005776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3005788.000000 Penalty: 4934.412598
	Iteration 33Q: 3 clusters Score -3005788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3005790.750000 Penalty: 4934.412598
	Iteration 34Q: 3 clusters Score -3005791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3005800.250000 Penalty: 4934.412598
	Iteration 35Q: 3 clusters Score -3005800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3005803.000000 Penalty: 4934.412598
	Iteration 36Q: 3 clusters Score -3005803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3005808.000000 Penalty: 4934.412598
	Iteration 37Q: 3 clusters Score -3005808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3005815.500000 Penalty: 4934.412598
	Iteration 38Q: 3 clusters Score -3005816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3005816.500000 Penalty: 4934.412598
	Iteration 39Q: 3 clusters Score -3005816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3005822.500000 Penalty: 4934.412598
	Iteration 40F: 3 clusters Score -3005822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3005822.000000 Penalty: 4934.412598
	Iteration 41Q: 3 clusters Score -3005822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3005826.750000 Penalty: 4934.412598
	Iteration 42Q: 3 clusters Score -3005827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3005829.250000 Penalty: 4934.412598
	Iteration 43Q: 3 clusters Score -3005829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3005828.750000 Penalty: 4934.412598
	Iteration 44Q: 3 clusters Score -3005829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3005820.500000 Penalty: 4934.412598
	Iteration 45Q: 3 clusters Score -3005820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3005822.250000 Penalty: 4934.412598
	Iteration 46Q: 3 clusters Score -3005822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3005828.500000 Penalty: 4934.412598
	Iteration 47Q: 3 clusters Score -3005828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3005833.750000 Penalty: 4934.412598
	Iteration 48Q: 3 clusters Score -3005834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3005836.500000 Penalty: 4934.412598
	Iteration 49Q: 3 clusters Score -3005836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3005837.250000 Penalty: 4934.412598
	Iteration 50Q: 3 clusters Score -3005837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3005844.000000 Penalty: 4934.412598
	Iteration 51Q: 3 clusters Score -3005844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3005845.500000 Penalty: 4934.412598
	Iteration 52Q: 3 clusters Score -3005846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3005848.250000 Penalty: 4934.412598
	Iteration 53Q: 3 clusters Score -3005848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3005842.250000 Penalty: 4934.412598
	Iteration 54Q: 3 clusters Score -3005842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3005843.500000 Penalty: 4934.412598
	Iteration 55Q: 3 clusters Score -3005844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3005849.250000 Penalty: 4934.412598
	Iteration 56Q: 3 clusters Score -3005849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3005849.250000 Penalty: 4934.412598
	Iteration 57Q: 3 clusters Score -3005849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3005851.500000 Penalty: 4934.412598
	Iteration 58Q: 3 clusters Score -3005852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3005851.000000 Penalty: 4934.412598
	Iteration 59Q: 3 clusters Score -3005851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3005852.250000 Penalty: 4934.412598
	Iteration 60F: 3 clusters Score -3005852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3005848.250000 Penalty: 4934.412598
	Iteration 61Q: 3 clusters Score -3005848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3005854.250000 Penalty: 4934.412598
	Iteration 62Q: 3 clusters Score -3005854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3005855.500000 Penalty: 4934.412598
	Iteration 63Q: 3 clusters Score -3005856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3005853.500000 Penalty: 4934.412598
	Iteration 64Q: 3 clusters Score -3005854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3005853.500000 Penalty: 4934.412598
	Iteration 65F: 3 clusters Score -3005854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -295548.906250 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -295548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -292942.718750 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -292942.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -293353.250000 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -293353.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -293473.625000 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -293473.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -293533.531250 Penalty: 3751.089844
	Iteration 3Q: 3 clusters Score -293533.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -293568.218750 Penalty: 3751.089844
	Iteration 4Q: 3 clusters Score -293568.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -293587.593750 Penalty: 3751.089844
	Iteration 5Q: 3 clusters Score -293587.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -293608.156250 Penalty: 3751.089844
	Iteration 6Q: 3 clusters Score -293608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -293629.093750 Penalty: 3751.089844
	Iteration 7Q: 3 clusters Score -293629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -293645.281250 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -293645.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -293653.187500 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -293653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -293658.750000 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -293658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -293666.718750 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -293666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -293673.937500 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -293673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -293677.687500 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -293677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -293679.125000 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -293679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -293681.312500 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -293681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -293682.218750 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -293682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -293684.218750 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -293684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -293689.531250 Penalty: 3751.089844
	Iteration 18Q: 3 clusters Score -293689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -293693.500000 Penalty: 3751.089844
	Iteration 19Q: 3 clusters Score -293693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -293696.937500 Penalty: 3751.089844
	Iteration 20F: 3 clusters Score -293696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -293697.343750 Penalty: 3751.089844
	Iteration 21Q: 3 clusters Score -293697.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -293697.812500 Penalty: 3751.089844
	Iteration 22Q: 3 clusters Score -293697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -293698.156250 Penalty: 3751.089844
	Iteration 23Q: 3 clusters Score -293698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -293698.531250 Penalty: 3751.089844
	Iteration 24Q: 3 clusters Score -293698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -293699.000000 Penalty: 3751.089844
	Iteration 25Q: 3 clusters Score -293699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -293699.000000 Penalty: 3751.089844
	Iteration 26F: 3 clusters Score -293699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -653238.125000 Penalty: 2087.398926
	Iteration 0F: 2 clusters Score -653238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -649089.187500 Penalty: 4174.797852
	Iteration 0F: 3 clusters Score -649089.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -650290.375000 Penalty: 4174.797852
	Iteration 1F: 3 clusters Score -650290.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -650803.625000 Penalty: 4174.797852
	Iteration 2F: 3 clusters Score -650803.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -651474.875000 Penalty: 4174.797852
	Iteration 3F: 3 clusters Score -651474.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -652119.187500 Penalty: 4174.797852
	Iteration 4F: 3 clusters Score -652119.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -652646.625000 Penalty: 4174.797852
	Iteration 5F: 3 clusters Score -652646.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -653093.562500 Penalty: 4174.797852
	Iteration 6F: 3 clusters Score -653093.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -653365.437500 Penalty: 4174.797852
	Iteration 7Q: 3 clusters Score -653365.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -653521.375000 Penalty: 4174.797852
	Iteration 8Q: 3 clusters Score -653521.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -653622.812500 Penalty: 4174.797852
	Iteration 9Q: 3 clusters Score -653622.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -653696.312500 Penalty: 4174.797852
	Iteration 10Q: 3 clusters Score -653696.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -653738.125000 Penalty: 4174.797852
	Iteration 11Q: 3 clusters Score -653738.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -653758.875000 Penalty: 4174.797852
	Iteration 12Q: 3 clusters Score -653758.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -653778.375000 Penalty: 4174.797852
	Iteration 13Q: 3 clusters Score -653778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -653789.000000 Penalty: 4174.797852
	Iteration 14Q: 3 clusters Score -653789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -653795.437500 Penalty: 4174.797852
	Iteration 15Q: 3 clusters Score -653795.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -653801.937500 Penalty: 4174.797852
	Iteration 16Q: 3 clusters Score -653801.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -653805.375000 Penalty: 4174.797852
	Iteration 17Q: 3 clusters Score -653805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -653806.562500 Penalty: 4174.797852
	Iteration 18Q: 3 clusters Score -653806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -653806.687500 Penalty: 4174.797852
	Iteration 19Q: 3 clusters Score -653806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -653808.062500 Penalty: 4174.797852
	Iteration 20F: 3 clusters Score -653808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -653809.562500 Penalty: 4174.797852
	Iteration 21Q: 3 clusters Score -653809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -653810.625000 Penalty: 4174.797852
	Iteration 22Q: 3 clusters Score -653810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -653810.625000 Penalty: 4174.797852
	Iteration 23F: 3 clusters Score -653810.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 17 contains 712 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 1057 members 
Mstep: Class 32 contains 596 members 
Mstep: Class 33 contains 548 members 
Mstep: Class 34 contains 3309 members 
Entering Unmasked Estep 
Score: -104155200.000000 Penalty: 113455.515625
Splitting cluster 23 changes total score from -104152808.000000 to -104155200.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -5077732.000000 Penalty: 2585.264160
	Iteration 0F: 2 clusters Score -5077732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5054735.000000 Penalty: 5170.528320
	Iteration 0F: 3 clusters Score -5054735 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -5063052.000000 Penalty: 5170.528320
	Iteration 1F: 3 clusters Score -5063052 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -5063439.000000 Penalty: 5170.528320
	Iteration 2Q: 3 clusters Score -5063439 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5063793.500000 Penalty: 5170.528320
	Iteration 3Q: 3 clusters Score -5063794 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5064084.500000 Penalty: 5170.528320
	Iteration 4Q: 3 clusters Score -5064084 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5064396.500000 Penalty: 5170.528320
	Iteration 5Q: 3 clusters Score -5064396 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5064807.500000 Penalty: 5170.528320
	Iteration 6Q: 3 clusters Score -5064808 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5065437.500000 Penalty: 5170.528320
	Iteration 7Q: 3 clusters Score -5065438 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -5066383.000000 Penalty: 5170.528320
	Iteration 8F: 3 clusters Score -5066383 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5067785.500000 Penalty: 5170.528320
	Iteration 9F: 3 clusters Score -5067786 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -5069736.500000 Penalty: 5170.528320
	Iteration 10F: 3 clusters Score -5069736 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5071929.000000 Penalty: 5170.528320
	Iteration 11F: 3 clusters Score -5071929 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5073698.000000 Penalty: 5170.528320
	Iteration 12F: 3 clusters Score -5073698 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -5074767.000000 Penalty: 5170.528320
	Iteration 13Q: 3 clusters Score -5074767 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5075328.000000 Penalty: 5170.528320
	Iteration 14Q: 3 clusters Score -5075328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -5075752.000000 Penalty: 5170.528320
	Iteration 15Q: 3 clusters Score -5075752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -5075992.000000 Penalty: 5170.528320
	Iteration 16Q: 3 clusters Score -5075992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -5076131.500000 Penalty: 5170.528320
	Iteration 17Q: 3 clusters Score -5076132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5076214.000000 Penalty: 5170.528320
	Iteration 18Q: 3 clusters Score -5076214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -5076257.500000 Penalty: 5170.528320
	Iteration 19Q: 3 clusters Score -5076258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -5076277.500000 Penalty: 5170.528320
	Iteration 20F: 3 clusters Score -5076278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -5076316.500000 Penalty: 5170.528320
	Iteration 21Q: 3 clusters Score -5076316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5076324.000000 Penalty: 5170.528320
	Iteration 22Q: 3 clusters Score -5076324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -5076342.000000 Penalty: 5170.528320
	Iteration 23Q: 3 clusters Score -5076342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -5076340.500000 Penalty: 5170.528320
	Iteration 24Q: 3 clusters Score -5076340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -5076346.500000 Penalty: 5170.528320
	Iteration 25Q: 3 clusters Score -5076346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5076353.000000 Penalty: 5170.528320
	Iteration 26Q: 3 clusters Score -5076353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5076351.500000 Penalty: 5170.528320
	Iteration 27Q: 3 clusters Score -5076352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5076355.500000 Penalty: 5170.528320
	Iteration 28Q: 3 clusters Score -5076356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5076358.000000 Penalty: 5170.528320
	Iteration 29Q: 3 clusters Score -5076358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5076361.500000 Penalty: 5170.528320
	Iteration 30Q: 3 clusters Score -5076362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5076364.000000 Penalty: 5170.528320
	Iteration 31Q: 3 clusters Score -5076364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5076369.000000 Penalty: 5170.528320
	Iteration 32Q: 3 clusters Score -5076369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5076360.000000 Penalty: 5170.528320
	Iteration 33Q: 3 clusters Score -5076360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5076361.000000 Penalty: 5170.528320
	Iteration 34Q: 3 clusters Score -5076361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5076363.000000 Penalty: 5170.528320
	Iteration 35Q: 3 clusters Score -5076363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -5076363.000000 Penalty: 5170.528320
	Iteration 36Q: 3 clusters Score -5076363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -5076363.000000 Penalty: 5170.528320
	Iteration 37F: 3 clusters Score -5076363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Entering Unmasked Estep 
Score: -2958706.750000 Penalty: 2449.009033
	Iteration 0F: 2 clusters Score -2958707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2945075.750000 Penalty: 4898.018066
	Iteration 0F: 3 clusters Score -2945076 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2949629.250000 Penalty: 4898.018066
	Iteration 1F: 3 clusters Score -2949629 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2950136.250000 Penalty: 4898.018066
	Iteration 2F: 3 clusters Score -2950136 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2950709.500000 Penalty: 4898.018066
	Iteration 3F: 3 clusters Score -2950710 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2951443.500000 Penalty: 4898.018066
	Iteration 4F: 3 clusters Score -2951444 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2952246.250000 Penalty: 4898.018066
	Iteration 5F: 3 clusters Score -2952246 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2953068.500000 Penalty: 4898.018066
	Iteration 6F: 3 clusters Score -2953068 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2953954.000000 Penalty: 4898.018066
	Iteration 7F: 3 clusters Score -2953954 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2954835.750000 Penalty: 4898.018066
	Iteration 8F: 3 clusters Score -2954836 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2955594.250000 Penalty: 4898.018066
	Iteration 9Q: 3 clusters Score -2955594 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2956174.000000 Penalty: 4898.018066
	Iteration 10Q: 3 clusters Score -2956174 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2956543.750000 Penalty: 4898.018066
	Iteration 11Q: 3 clusters Score -2956544 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2956743.000000 Penalty: 4898.018066
	Iteration 12Q: 3 clusters Score -2956743 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2956855.750000 Penalty: 4898.018066
	Iteration 13Q: 3 clusters Score -2956856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2956941.500000 Penalty: 4898.018066
	Iteration 14Q: 3 clusters Score -2956942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2957021.250000 Penalty: 4898.018066
	Iteration 15Q: 3 clusters Score -2957021 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2957097.250000 Penalty: 4898.018066
	Iteration 16Q: 3 clusters Score -2957097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2957154.750000 Penalty: 4898.018066
	Iteration 17Q: 3 clusters Score -2957155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2957218.500000 Penalty: 4898.018066
	Iteration 18Q: 3 clusters Score -2957218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2957296.000000 Penalty: 4898.018066
	Iteration 19Q: 3 clusters Score -2957296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2957358.500000 Penalty: 4898.018066
	Iteration 20F: 3 clusters Score -2957358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2957398.250000 Penalty: 4898.018066
	Iteration 21Q: 3 clusters Score -2957398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2957428.500000 Penalty: 4898.018066
	Iteration 22Q: 3 clusters Score -2957428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2957445.000000 Penalty: 4898.018066
	Iteration 23Q: 3 clusters Score -2957445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2957457.250000 Penalty: 4898.018066
	Iteration 24Q: 3 clusters Score -2957457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2957468.250000 Penalty: 4898.018066
	Iteration 25Q: 3 clusters Score -2957468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2957476.750000 Penalty: 4898.018066
	Iteration 26Q: 3 clusters Score -2957477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2957472.000000 Penalty: 4898.018066
	Iteration 27Q: 3 clusters Score -2957472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2957476.750000 Penalty: 4898.018066
	Iteration 28Q: 3 clusters Score -2957477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2957478.000000 Penalty: 4898.018066
	Iteration 29Q: 3 clusters Score -2957478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2957477.000000 Penalty: 4898.018066
	Iteration 30Q: 3 clusters Score -2957477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2957475.750000 Penalty: 4898.018066
	Iteration 31Q: 3 clusters Score -2957476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2957475.750000 Penalty: 4898.018066
	Iteration 32F: 3 clusters Score -2957476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -500059.187500 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -500059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -496605.937500 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -496605.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -497321.093750 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -497321.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -497497.468750 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -497497.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -497606.468750 Penalty: 4021.429199
	Iteration 3Q: 3 clusters Score -497606.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -497679.937500 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -497679.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -497734.125000 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -497734.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -497777.875000 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -497777.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -497813.968750 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -497814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -497843.937500 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -497843.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -497873.250000 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -497873.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -497900.625000 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -497900.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -497925.718750 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -497925.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -497947.937500 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -497947.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -497970.156250 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -497970.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -497996.250000 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -497996.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -498034.843750 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -498034.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -498075.187500 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -498075.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -498104.968750 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -498105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -498130.843750 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -498130.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -498160.093750 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -498160.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -498186.031250 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -498186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -498201.593750 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -498201.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -498215.593750 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -498215.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -498227.562500 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -498227.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -498240.500000 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -498240.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -498247.093750 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -498247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -498249.906250 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -498249.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -498255.968750 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -498256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -498259.593750 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -498259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -498261.000000 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -498261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -498261.718750 Penalty: 4021.429199
	Iteration 30Q: 3 clusters Score -498261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -498261.687500 Penalty: 4021.429199
	Iteration 31Q: 3 clusters Score -498261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -498262.375000 Penalty: 4021.429199
	Iteration 32Q: 3 clusters Score -498262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -498265.406250 Penalty: 4021.429199
	Iteration 33Q: 3 clusters Score -498265.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -498268.562500 Penalty: 4021.429199
	Iteration 34Q: 3 clusters Score -498268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -498271.593750 Penalty: 4021.429199
	Iteration 35Q: 3 clusters Score -498271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -498272.937500 Penalty: 4021.429199
	Iteration 36Q: 3 clusters Score -498272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -498277.593750 Penalty: 4021.429199
	Iteration 37Q: 3 clusters Score -498277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -498280.906250 Penalty: 4021.429199
	Iteration 38Q: 3 clusters Score -498280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -498281.500000 Penalty: 4021.429199
	Iteration 39Q: 3 clusters Score -498281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -498283.000000 Penalty: 4021.429199
	Iteration 40F: 3 clusters Score -498283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -498283.281250 Penalty: 4021.429199
	Iteration 41Q: 3 clusters Score -498283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -498284.906250 Penalty: 4021.429199
	Iteration 42Q: 3 clusters Score -498284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -498287.062500 Penalty: 4021.429199
	Iteration 43Q: 3 clusters Score -498287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -498289.281250 Penalty: 4021.429199
	Iteration 44Q: 3 clusters Score -498289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -498289.937500 Penalty: 4021.429199
	Iteration 45Q: 3 clusters Score -498289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -498290.062500 Penalty: 4021.429199
	Iteration 46Q: 3 clusters Score -498290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -498291.000000 Penalty: 4021.429199
	Iteration 47Q: 3 clusters Score -498291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -498291.000000 Penalty: 4021.429199
	Iteration 48F: 3 clusters Score -498291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -485225.468750 Penalty: 2028.789062
	Iteration 0F: 2 clusters Score -485225.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -481697.562500 Penalty: 4057.578125
	Iteration 0F: 3 clusters Score -481697.6 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -482481.406250 Penalty: 4057.578125
	Iteration 1F: 3 clusters Score -482481.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -482736.093750 Penalty: 4057.578125
	Iteration 2F: 3 clusters Score -482736.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -482941.562500 Penalty: 4057.578125
	Iteration 3F: 3 clusters Score -482941.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -483087.312500 Penalty: 4057.578125
	Iteration 4F: 3 clusters Score -483087.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -483182.000000 Penalty: 4057.578125
	Iteration 5Q: 3 clusters Score -483182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -483262.781250 Penalty: 4057.578125
	Iteration 6Q: 3 clusters Score -483262.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -483356.343750 Penalty: 4057.578125
	Iteration 7Q: 3 clusters Score -483356.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -483428.500000 Penalty: 4057.578125
	Iteration 8Q: 3 clusters Score -483428.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -483506.281250 Penalty: 4057.578125
	Iteration 9Q: 3 clusters Score -483506.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -483593.687500 Penalty: 4057.578125
	Iteration 10Q: 3 clusters Score -483593.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -483697.562500 Penalty: 4057.578125
	Iteration 11Q: 3 clusters Score -483697.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -483819.093750 Penalty: 4057.578125
	Iteration 12Q: 3 clusters Score -483819.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -483947.906250 Penalty: 4057.578125
	Iteration 13Q: 3 clusters Score -483947.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -484094.843750 Penalty: 4057.578125
	Iteration 14Q: 3 clusters Score -484094.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -484224.906250 Penalty: 4057.578125
	Iteration 15Q: 3 clusters Score -484224.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -484304.000000 Penalty: 4057.578125
	Iteration 16Q: 3 clusters Score -484304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -484359.218750 Penalty: 4057.578125
	Iteration 17Q: 3 clusters Score -484359.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -484397.906250 Penalty: 4057.578125
	Iteration 18Q: 3 clusters Score -484397.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -484416.843750 Penalty: 4057.578125
	Iteration 19Q: 3 clusters Score -484416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -484637.375000 Penalty: 4057.578125
	Iteration 20F: 3 clusters Score -484637.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -484913.093750 Penalty: 4057.578125
	Iteration 21Q: 3 clusters Score -484913.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -485009.500000 Penalty: 4057.578125
	Iteration 22Q: 3 clusters Score -485009.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -485044.531250 Penalty: 4057.578125
	Iteration 23Q: 3 clusters Score -485044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -485054.343750 Penalty: 4057.578125
	Iteration 24Q: 3 clusters Score -485054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -485061.031250 Penalty: 4057.578125
	Iteration 25Q: 3 clusters Score -485061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -485066.593750 Penalty: 4057.578125
	Iteration 26Q: 3 clusters Score -485066.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -485067.843750 Penalty: 4057.578125
	Iteration 27Q: 3 clusters Score -485067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -485069.062500 Penalty: 4057.578125
	Iteration 28Q: 3 clusters Score -485069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -485069.937500 Penalty: 4057.578125
	Iteration 29Q: 3 clusters Score -485069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -485071.093750 Penalty: 4057.578125
	Iteration 30Q: 3 clusters Score -485071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -485071.093750 Penalty: 4057.578125
	Iteration 31Q: 3 clusters Score -485071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -485071.093750 Penalty: 4057.578125
	Iteration 32F: 3 clusters Score -485071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Entering Unmasked Estep 
Score: -6296870.000000 Penalty: 2633.810791
	Iteration 0F: 2 clusters Score -6296870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6269248.000000 Penalty: 5267.621582
	Iteration 0F: 3 clusters Score -6269248 nChanged 18702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -6279775.500000 Penalty: 5267.621582
	Iteration 1F: 3 clusters Score -6279776 nChanged 1903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6282738 nChanged 2522
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Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6289754 nChanged 1958
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Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6292002 nChanged 916
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6292318 nChanged 707
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6292510 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6292648 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6292913 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6292916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6292908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6292955 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6292995 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -6293012.000000 Penalty: 5267.621582
	Iteration 24Q: 3 clusters Score -6293012 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6293054 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6293064 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6293080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6293080 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6293080 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6293098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6293112 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6293138 nChanged 129
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Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -6293151.500000 Penalty: 5267.621582
	Iteration 33Q: 3 clusters Score -6293152 nChanged 142
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Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6293163.500000 Penalty: 5267.621582
	Iteration 34Q: 3 clusters Score -6293164 nChanged 150
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Mstep: Class 1 contains 20453 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20320 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6293258 nChanged 193
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Mstep: Class 1 contains 20027 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19845 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6293328 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6293374 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6293440 nChanged 210
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Mstep: Class 1 contains 18931 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6293536 nChanged 237
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Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6293816 nChanged 272
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Mstep: Class 1 contains 17133 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6293840 nChanged 271
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6293878 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6293938 nChanged 255
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Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6293992 nChanged 248
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Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6294034 nChanged 275
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Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6294078 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15330 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6294138 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6294192 nChanged 247
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Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6294218 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6294240 nChanged 218
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Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6294275 nChanged 168
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Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6294297 nChanged 162
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Mstep: Class 1 contains 14058 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6294334 nChanged 135
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Mstep: Class 1 contains 13923 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6294340 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13781 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6294364 nChanged 168
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Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6294376 nChanged 169
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Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6294400 nChanged 189
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Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6294416 nChanged 148
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Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6294442 nChanged 131
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Mstep: Class 1 contains 12982 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6294456 nChanged 139
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Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6294472 nChanged 121
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Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6294499 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6294526 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6294541 nChanged 121
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6294548 nChanged 116
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Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6294561 nChanged 113
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Mstep: Class 1 contains 12127 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6294570 nChanged 108
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Mstep: Class 1 contains 12021 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6294562 nChanged 93
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Mstep: Class 1 contains 11928 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6294573 nChanged 100
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Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6294576 nChanged 99
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Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6294572 nChanged 77
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Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6294590 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6294610 nChanged 89
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Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6294614 nChanged 82
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Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6294607 nChanged 73
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Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6294618 nChanged 59
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6294617 nChanged 59
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Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -6294628.500000 Penalty: 5267.621582
	Iteration 89Q: 3 clusters Score -6294628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6294646 nChanged 41
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Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6294646 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6294665.500000 Penalty: 5267.621582
	Iteration 92Q: 3 clusters Score -6294666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -6294666.500000 Penalty: 5267.621582
	Iteration 93Q: 3 clusters Score -6294666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -6294673.000000 Penalty: 5267.621582
	Iteration 94Q: 3 clusters Score -6294673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -6294659.500000 Penalty: 5267.621582
	Iteration 95Q: 3 clusters Score -6294660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -6294670.500000 Penalty: 5267.621582
	Iteration 96Q: 3 clusters Score -6294670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6294670.500000 Penalty: 5267.621582
	Iteration 97Q: 3 clusters Score -6294670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -6294676.000000 Penalty: 5267.621582
	Iteration 98Q: 3 clusters Score -6294676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -6294670.500000 Penalty: 5267.621582
	Iteration 99Q: 3 clusters Score -6294670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6294667.500000 Penalty: 5267.621582
	Iteration 100F: 3 clusters Score -6294668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -6294666.000000 Penalty: 5267.621582
	Iteration 101Q: 3 clusters Score -6294666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -6294671.000000 Penalty: 5267.621582
	Iteration 102Q: 3 clusters Score -6294671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6294677.500000 Penalty: 5267.621582
	Iteration 103Q: 3 clusters Score -6294678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6294676.000000 Penalty: 5267.621582
	Iteration 104Q: 3 clusters Score -6294676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6294683.500000 Penalty: 5267.621582
	Iteration 105Q: 3 clusters Score -6294684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6294684.000000 Penalty: 5267.621582
	Iteration 106Q: 3 clusters Score -6294684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -6294684.500000 Penalty: 5267.621582
	Iteration 107Q: 3 clusters Score -6294684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -6294684.000000 Penalty: 5267.621582
	Iteration 108Q: 3 clusters Score -6294684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6294677.000000 Penalty: 5267.621582
	Iteration 109Q: 3 clusters Score -6294677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -6294683.500000 Penalty: 5267.621582
	Iteration 110Q: 3 clusters Score -6294684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -6294690.000000 Penalty: 5267.621582
	Iteration 111Q: 3 clusters Score -6294690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -6294690.500000 Penalty: 5267.621582
	Iteration 112Q: 3 clusters Score -6294690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6294693.500000 Penalty: 5267.621582
	Iteration 113Q: 3 clusters Score -6294694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6294700.500000 Penalty: 5267.621582
	Iteration 114Q: 3 clusters Score -6294700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -6294694.000000 Penalty: 5267.621582
	Iteration 115Q: 3 clusters Score -6294694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -6294692.000000 Penalty: 5267.621582
	Iteration 116Q: 3 clusters Score -6294692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6294694.500000 Penalty: 5267.621582
	Iteration 117Q: 3 clusters Score -6294694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6294692.000000 Penalty: 5267.621582
	Iteration 118Q: 3 clusters Score -6294692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -6294697.000000 Penalty: 5267.621582
	Iteration 119Q: 3 clusters Score -6294697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -6294696.500000 Penalty: 5267.621582
	Iteration 120F: 3 clusters Score -6294696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6294698.500000 Penalty: 5267.621582
	Iteration 121Q: 3 clusters Score -6294698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6294698.500000 Penalty: 5267.621582
	Iteration 122F: 3 clusters Score -6294698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Entering Unmasked Estep 
Score: -15288962.000000 Penalty: 2853.630859
	Iteration 0F: 2 clusters Score -1.528896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -15222856.000000 Penalty: 5707.261719
	Iteration 0F: 3 clusters Score -1.522286e+07 nChanged 47054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -15250600.000000 Penalty: 5707.261719
	Iteration 1F: 3 clusters Score -1.52506e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -15252184.000000 Penalty: 5707.261719
	Iteration 2Q: 3 clusters Score -1.525218e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -15254478.000000 Penalty: 5707.261719
	Iteration 3Q: 3 clusters Score -1.525448e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -15257687.000000 Penalty: 5707.261719
	Iteration 4F: 3 clusters Score -1.525769e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -15261789.000000 Penalty: 5707.261719
	Iteration 5F: 3 clusters Score -1.526179e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -15266727.000000 Penalty: 5707.261719
	Iteration 6F: 3 clusters Score -1.526673e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -15271219.000000 Penalty: 5707.261719
	Iteration 7F: 3 clusters Score -1.527122e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -15274519.000000 Penalty: 5707.261719
	Iteration 8F: 3 clusters Score -1.527452e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -15276306.000000 Penalty: 5707.261719
	Iteration 9Q: 3 clusters Score -1.527631e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -15277277.000000 Penalty: 5707.261719
	Iteration 10Q: 3 clusters Score -1.527728e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -15277769.000000 Penalty: 5707.261719
	Iteration 11Q: 3 clusters Score -1.527777e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -15278080.000000 Penalty: 5707.261719
	Iteration 12Q: 3 clusters Score -1.527808e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -15278350.000000 Penalty: 5707.261719
	Iteration 13Q: 3 clusters Score -1.527835e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -15278624.000000 Penalty: 5707.261719
	Iteration 14Q: 3 clusters Score -1.527862e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -15278843.000000 Penalty: 5707.261719
	Iteration 15Q: 3 clusters Score -1.527884e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -15279125.000000 Penalty: 5707.261719
	Iteration 16Q: 3 clusters Score -1.527912e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -15279397.000000 Penalty: 5707.261719
	Iteration 17Q: 3 clusters Score -1.52794e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -15279667.000000 Penalty: 5707.261719
	Iteration 18Q: 3 clusters Score -1.527967e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -15279826.000000 Penalty: 5707.261719
	Iteration 19Q: 3 clusters Score -1.527983e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -15280066.000000 Penalty: 5707.261719
	Iteration 20F: 3 clusters Score -1.528007e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -15280253.000000 Penalty: 5707.261719
	Iteration 21Q: 3 clusters Score -1.528025e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -15280570.000000 Penalty: 5707.261719
	Iteration 22Q: 3 clusters Score -1.528057e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -15280883.000000 Penalty: 5707.261719
	Iteration 23Q: 3 clusters Score -1.528088e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -15281125.000000 Penalty: 5707.261719
	Iteration 24Q: 3 clusters Score -1.528112e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -15281361.000000 Penalty: 5707.261719
	Iteration 25Q: 3 clusters Score -1.528136e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -15281680.000000 Penalty: 5707.261719
	Iteration 26Q: 3 clusters Score -1.528168e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -15282024.000000 Penalty: 5707.261719
	Iteration 27Q: 3 clusters Score -1.528202e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -15282317.000000 Penalty: 5707.261719
	Iteration 28Q: 3 clusters Score -1.528232e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -15282591.000000 Penalty: 5707.261719
	Iteration 29Q: 3 clusters Score -1.528259e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -15282975.000000 Penalty: 5707.261719
	Iteration 30Q: 3 clusters Score -1.528298e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -15283355.000000 Penalty: 5707.261719
	Iteration 31Q: 3 clusters Score -1.528336e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -15283745.000000 Penalty: 5707.261719
	Iteration 32Q: 3 clusters Score -1.528374e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -15284126.000000 Penalty: 5707.261719
	Iteration 33Q: 3 clusters Score -1.528413e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -15284498.000000 Penalty: 5707.261719
	Iteration 34Q: 3 clusters Score -1.52845e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -15284870.000000 Penalty: 5707.261719
	Iteration 35Q: 3 clusters Score -1.528487e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94143 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15285090.000000 Penalty: 5707.261719
	Iteration 36Q: 3 clusters Score -1.528509e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -15285267.000000 Penalty: 5707.261719
	Iteration 37Q: 3 clusters Score -1.528527e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -15285463.000000 Penalty: 5707.261719
	Iteration 38Q: 3 clusters Score -1.528546e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -15285653.000000 Penalty: 5707.261719
	Iteration 39Q: 3 clusters Score -1.528565e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15285780.000000 Penalty: 5707.261719
	Iteration 40F: 3 clusters Score -1.528578e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -15285898.000000 Penalty: 5707.261719
	Iteration 41Q: 3 clusters Score -1.52859e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -15286061.000000 Penalty: 5707.261719
	Iteration 42Q: 3 clusters Score -1.528606e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15286164.000000 Penalty: 5707.261719
	Iteration 43Q: 3 clusters Score -1.528616e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -15286263.000000 Penalty: 5707.261719
	Iteration 44Q: 3 clusters Score -1.528626e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -15286276.000000 Penalty: 5707.261719
	Iteration 45Q: 3 clusters Score -1.528628e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -15286327.000000 Penalty: 5707.261719
	Iteration 46Q: 3 clusters Score -1.528633e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15286352.000000 Penalty: 5707.261719
	Iteration 47Q: 3 clusters Score -1.528635e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15286377.000000 Penalty: 5707.261719
	Iteration 48Q: 3 clusters Score -1.528638e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -15286380.000000 Penalty: 5707.261719
	Iteration 49Q: 3 clusters Score -1.528638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15286407.000000 Penalty: 5707.261719
	Iteration 50Q: 3 clusters Score -1.528641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15286422.000000 Penalty: 5707.261719
	Iteration 51Q: 3 clusters Score -1.528642e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15286444.000000 Penalty: 5707.261719
	Iteration 52Q: 3 clusters Score -1.528644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98080 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15286455.000000 Penalty: 5707.261719
	Iteration 53Q: 3 clusters Score -1.528646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15286481.000000 Penalty: 5707.261719
	Iteration 54Q: 3 clusters Score -1.528648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15286496.000000 Penalty: 5707.261719
	Iteration 55Q: 3 clusters Score -1.52865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15286509.000000 Penalty: 5707.261719
	Iteration 56Q: 3 clusters Score -1.528651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15286524.000000 Penalty: 5707.261719
	Iteration 57Q: 3 clusters Score -1.528652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15286540.000000 Penalty: 5707.261719
	Iteration 58Q: 3 clusters Score -1.528654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -15286553.000000 Penalty: 5707.261719
	Iteration 59Q: 3 clusters Score -1.528655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15286567.000000 Penalty: 5707.261719
	Iteration 60F: 3 clusters Score -1.528657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15286583.000000 Penalty: 5707.261719
	Iteration 61Q: 3 clusters Score -1.528658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -15286566.000000 Penalty: 5707.261719
	Iteration 62Q: 3 clusters Score -1.528657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15286582.000000 Penalty: 5707.261719
	Iteration 63Q: 3 clusters Score -1.528658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -15286587.000000 Penalty: 5707.261719
	Iteration 64Q: 3 clusters Score -1.528659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -15286594.000000 Penalty: 5707.261719
	Iteration 65Q: 3 clusters Score -1.528659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98314 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15286600.000000 Penalty: 5707.261719
	Iteration 66Q: 3 clusters Score -1.52866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -15286599.000000 Penalty: 5707.261719
	Iteration 67Q: 3 clusters Score -1.52866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -15286592.000000 Penalty: 5707.261719
	Iteration 68Q: 3 clusters Score -1.528659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -15286587.000000 Penalty: 5707.261719
	Iteration 69Q: 3 clusters Score -1.528659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -15286586.000000 Penalty: 5707.261719
	Iteration 70Q: 3 clusters Score -1.528659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -15286587.000000 Penalty: 5707.261719
	Iteration 71Q: 3 clusters Score -1.528659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15286606.000000 Penalty: 5707.261719
	Iteration 72Q: 3 clusters Score -1.528661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15286601.000000 Penalty: 5707.261719
	Iteration 73Q: 3 clusters Score -1.52866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15286602.000000 Penalty: 5707.261719
	Iteration 74Q: 3 clusters Score -1.52866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15286597.000000 Penalty: 5707.261719
	Iteration 75Q: 3 clusters Score -1.52866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -15286614.000000 Penalty: 5707.261719
	Iteration 76Q: 3 clusters Score -1.528661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15286625.000000 Penalty: 5707.261719
	Iteration 77Q: 3 clusters Score -1.528662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -15286617.000000 Penalty: 5707.261719
	Iteration 78Q: 3 clusters Score -1.528662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98364 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15286610.000000 Penalty: 5707.261719
	Iteration 79Q: 3 clusters Score -1.528661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15286613.000000 Penalty: 5707.261719
	Iteration 80F: 3 clusters Score -1.528661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15286616.000000 Penalty: 5707.261719
	Iteration 81Q: 3 clusters Score -1.528662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15286623.000000 Penalty: 5707.261719
	Iteration 82Q: 3 clusters Score -1.528662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15286617.000000 Penalty: 5707.261719
	Iteration 83Q: 3 clusters Score -1.528662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15286617.000000 Penalty: 5707.261719
	Iteration 84Q: 3 clusters Score -1.528662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15286619.000000 Penalty: 5707.261719
	Iteration 85Q: 3 clusters Score -1.528662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -15286623.000000 Penalty: 5707.261719
	Iteration 86Q: 3 clusters Score -1.528662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15286629.000000 Penalty: 5707.261719
	Iteration 87Q: 3 clusters Score -1.528663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -15286627.000000 Penalty: 5707.261719
	Iteration 88Q: 3 clusters Score -1.528663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15286623.000000 Penalty: 5707.261719
	Iteration 89Q: 3 clusters Score -1.528662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -15286606.000000 Penalty: 5707.261719
	Iteration 90Q: 3 clusters Score -1.528661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15286616.000000 Penalty: 5707.261719
	Iteration 91Q: 3 clusters Score -1.528662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98384 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15286607.000000 Penalty: 5707.261719
	Iteration 92Q: 3 clusters Score -1.528661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15286605.000000 Penalty: 5707.261719
	Iteration 93Q: 3 clusters Score -1.52866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -15286613.000000 Penalty: 5707.261719
	Iteration 94Q: 3 clusters Score -1.528661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15286620.000000 Penalty: 5707.261719
	Iteration 95Q: 3 clusters Score -1.528662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15286627.000000 Penalty: 5707.261719
	Iteration 96Q: 3 clusters Score -1.528663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98394 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15286634.000000 Penalty: 5707.261719
	Iteration 97Q: 3 clusters Score -1.528663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15286635.000000 Penalty: 5707.261719
	Iteration 98Q: 3 clusters Score -1.528664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15286630.000000 Penalty: 5707.261719
	Iteration 99Q: 3 clusters Score -1.528663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15286642.000000 Penalty: 5707.261719
	Iteration 100F: 3 clusters Score -1.528664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15286638.000000 Penalty: 5707.261719
	Iteration 101Q: 3 clusters Score -1.528664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -15286638.000000 Penalty: 5707.261719
	Iteration 102F: 3 clusters Score -1.528664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -230398.250000 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -230398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227977.375000 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -227977.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -228474.750000 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -228474.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -228606.828125 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -228606.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228664.468750 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -228664.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -228711.859375 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -228711.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -228764.968750 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -228765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -228826.484375 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -228826.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -228892.796875 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -228892.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -228975.328125 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -228975.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229035.109375 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -229035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -229092.156250 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -229092.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -229135.015625 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -229135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -229189.609375 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -229189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229243.296875 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -229243.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -229325.343750 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -229325.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -229457.093750 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -229457.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -229511.625000 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -229511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -229546.734375 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -229546.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -229570.984375 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -229571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -229583.218750 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -229583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -229595.203125 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -229595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -229603.500000 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -229603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -229610.156250 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -229610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -229621.984375 Penalty: 3711.968018
	Iteration 23Q: 3 clusters Score -229622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229627.296875 Penalty: 3711.968018
	Iteration 24Q: 3 clusters Score -229627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -229632.421875 Penalty: 3711.968018
	Iteration 25Q: 3 clusters Score -229632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -229635.546875 Penalty: 3711.968018
	Iteration 26Q: 3 clusters Score -229635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -229637.562500 Penalty: 3711.968018
	Iteration 27Q: 3 clusters Score -229637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -229639.656250 Penalty: 3711.968018
	Iteration 28Q: 3 clusters Score -229639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229639.968750 Penalty: 3711.968018
	Iteration 29Q: 3 clusters Score -229640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229639.968750 Penalty: 3711.968018
	Iteration 30F: 3 clusters Score -229640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 3 contains 28077 members 
Mstep: Class 4 contains 176907 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 7 contains 20390 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 506 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 11886 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 13781 members 
Mstep: Class 16 contains 16026 members 
Mstep: Class 18 contains 122374 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 33673 members 
Mstep: Class 25 contains 19439 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 3571 members 
Mstep: Class 28 contains 40954 members 
Mstep: Class 29 contains 99367 members 
Mstep: Class 30 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156184.000000 Penalty: 113455.515625
Iteration 79Q: 35 clusters Score -1.041562e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36535 members 
Mstep: Class 3 contains 28068 members 
Mstep: Class 4 contains 176278 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 11880 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 13791 members 
Mstep: Class 16 contains 16013 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 18 contains 122020 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20928 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 33686 members 
Mstep: Class 25 contains 19268 members 
Mstep: Class 26 contains 3325 members 
Mstep: Class 27 contains 3578 members 
Mstep: Class 28 contains 40950 members 
Mstep: Class 29 contains 100335 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 1041 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 560 members 
Mstep: Class 34 contains 3239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158864.000000 Penalty: 113455.515625
Iteration 80F: 35 clusters Score -1.041589e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36516 members 
Mstep: Class 3 contains 28049 members 
Mstep: Class 4 contains 175663 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 20453 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 141 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 2665 members 
Mstep: Class 13 contains 11859 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 13766 members 
Mstep: Class 16 contains 16018 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 121597 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 20924 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 33630 members 
Mstep: Class 25 contains 19015 members 
Mstep: Class 26 contains 3336 members 
Mstep: Class 27 contains 3575 members 
Mstep: Class 28 contains 40947 members 
Mstep: Class 29 contains 101285 members 
Mstep: Class 30 contains 1726 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 508 members 
Mstep: Class 33 contains 578 members 
Mstep: Class 34 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160448.000000 Penalty: 113455.515625
Iteration 81Q: 35 clusters Score -1.041604e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36497 members 
Mstep: Class 3 contains 28016 members 
Mstep: Class 4 contains 175036 members 
Mstep: Class 5 contains 15515 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 20483 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 11853 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 13723 members 
Mstep: Class 16 contains 16005 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 120954 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20909 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 33620 members 
Mstep: Class 25 contains 18905 members 
Mstep: Class 26 contains 3346 members 
Mstep: Class 27 contains 3582 members 
Mstep: Class 28 contains 40947 members 
Mstep: Class 29 contains 102442 members 
Mstep: Class 30 contains 1712 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160488.000000 Penalty: 113455.515625
Iteration 82Q: 35 clusters Score -1.041605e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36467 members 
Mstep: Class 3 contains 27983 members 
Mstep: Class 4 contains 174372 members 
Mstep: Class 5 contains 15525 members 
Mstep: Class 6 contains 4837 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 131 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 11843 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 15993 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 18 contains 120271 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 33607 members 
Mstep: Class 25 contains 18856 members 
Mstep: Class 26 contains 3363 members 
Mstep: Class 27 contains 3586 members 
Mstep: Class 28 contains 40947 members 
Mstep: Class 29 contains 103710 members 
Mstep: Class 30 contains 1706 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 591 members 
Mstep: Class 34 contains 3844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160864.000000 Penalty: 113455.515625
Iteration 83Q: 35 clusters Score -1.041609e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36427 members 
Mstep: Class 3 contains 27949 members 
Mstep: Class 4 contains 173875 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 11813 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 13663 members 
Mstep: Class 16 contains 15981 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 119604 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 3621 members 
Mstep: Class 21 contains 20861 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 33614 members 
Mstep: Class 25 contains 18840 members 
Mstep: Class 26 contains 3378 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 40944 members 
Mstep: Class 29 contains 104852 members 
Mstep: Class 30 contains 1713 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161248.000000 Penalty: 113455.515625
Iteration 84Q: 35 clusters Score -1.041612e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 27928 members 
Mstep: Class 4 contains 173441 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 20577 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 11784 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 13646 members 
Mstep: Class 16 contains 15970 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 118978 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 3616 members 
Mstep: Class 21 contains 20857 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 33609 members 
Mstep: Class 25 contains 18811 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 3607 members 
Mstep: Class 28 contains 40940 members 
Mstep: Class 29 contains 105887 members 
Mstep: Class 30 contains 1712 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 603 members 
Mstep: Class 34 contains 4006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161320.000000 Penalty: 113455.515625
Iteration 85Q: 35 clusters Score -1.041613e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36359 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 173110 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 20614 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 15949 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 118403 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 20858 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 1396 members 
Mstep: Class 24 contains 33621 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 3616 members 
Mstep: Class 28 contains 40936 members 
Mstep: Class 29 contains 106766 members 
Mstep: Class 30 contains 1715 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 609 members 
Mstep: Class 34 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161344.000000 Penalty: 113455.515625
Iteration 86Q: 35 clusters Score -1.041613e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36349 members 
Mstep: Class 3 contains 27871 members 
Mstep: Class 4 contains 172892 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 20640 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 11730 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 13598 members 
Mstep: Class 16 contains 15925 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 117880 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 3620 members 
Mstep: Class 21 contains 20839 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 33636 members 
Mstep: Class 25 contains 18792 members 
Mstep: Class 26 contains 3410 members 
Mstep: Class 27 contains 3620 members 
Mstep: Class 28 contains 40932 members 
Mstep: Class 29 contains 107527 members 
Mstep: Class 30 contains 1727 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 613 members 
Mstep: Class 34 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161304.000000 Penalty: 113455.515625
Iteration 87Q: 35 clusters Score -1.041613e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36329 members 
Mstep: Class 3 contains 27843 members 
Mstep: Class 4 contains 172756 members 
Mstep: Class 5 contains 15537 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 20669 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 11711 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 13579 members 
Mstep: Class 16 contains 15916 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 117376 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 3624 members 
Mstep: Class 21 contains 20843 members 
Mstep: Class 22 contains 1932 members 
Mstep: Class 23 contains 1401 members 
Mstep: Class 24 contains 33626 members 
Mstep: Class 25 contains 18801 members 
Mstep: Class 26 contains 3421 members 
Mstep: Class 27 contains 3626 members 
Mstep: Class 28 contains 40924 members 
Mstep: Class 29 contains 108153 members 
Mstep: Class 30 contains 1732 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 615 members 
Mstep: Class 34 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161288.000000 Penalty: 113455.515625
Iteration 88Q: 35 clusters Score -1.041613e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36320 members 
Mstep: Class 3 contains 27816 members 
Mstep: Class 4 contains 172641 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 20694 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 13563 members 
Mstep: Class 16 contains 15911 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 116994 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20832 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 33627 members 
Mstep: Class 25 contains 18800 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 3634 members 
Mstep: Class 28 contains 40918 members 
Mstep: Class 29 contains 108657 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 619 members 
Mstep: Class 34 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161072.000000 Penalty: 113455.515625
Iteration 89Q: 35 clusters Score -1.041611e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36311 members 
Mstep: Class 3 contains 27790 members 
Mstep: Class 4 contains 172618 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 20716 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 11668 members 
Mstep: Class 14 contains 3422 members 
Mstep: Class 15 contains 13560 members 
Mstep: Class 16 contains 15898 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 116657 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20822 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 1405 members 
Mstep: Class 24 contains 33630 members 
Mstep: Class 25 contains 18784 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 40913 members 
Mstep: Class 29 contains 109043 members 
Mstep: Class 30 contains 1731 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 626 members 
Mstep: Class 34 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160904.000000 Penalty: 113455.515625
Iteration 90Q: 35 clusters Score -1.041609e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36308 members 
Mstep: Class 3 contains 27761 members 
Mstep: Class 4 contains 172642 members 
Mstep: Class 5 contains 15539 members 
Mstep: Class 6 contains 4813 members 
Mstep: Class 7 contains 20747 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 11649 members 
Mstep: Class 14 contains 3422 members 
Mstep: Class 15 contains 13554 members 
Mstep: Class 16 contains 15884 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 116314 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20819 members 
Mstep: Class 22 contains 1934 members 
Mstep: Class 23 contains 1405 members 
Mstep: Class 24 contains 33639 members 
Mstep: Class 25 contains 18794 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 3636 members 
Mstep: Class 28 contains 40910 members 
Mstep: Class 29 contains 109355 members 
Mstep: Class 30 contains 1733 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 634 members 
Mstep: Class 34 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160776.000000 Penalty: 113455.515625
Iteration 91Q: 35 clusters Score -1.041608e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36303 members 
Mstep: Class 3 contains 27749 members 
Mstep: Class 4 contains 172681 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4807 members 
Mstep: Class 7 contains 20781 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 3419 members 
Mstep: Class 15 contains 13544 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20821 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 1408 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 18821 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 40908 members 
Mstep: Class 29 contains 109570 members 
Mstep: Class 30 contains 1730 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160832.000000 Penalty: 113455.515625
Iteration 92Q: 35 clusters Score -1.041608e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36306 members 
Mstep: Class 3 contains 27728 members 
Mstep: Class 4 contains 172786 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 20811 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 11632 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 13537 members 
Mstep: Class 16 contains 15863 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 115699 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 20832 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 1406 members 
Mstep: Class 24 contains 33662 members 
Mstep: Class 25 contains 18820 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 3635 members 
Mstep: Class 28 contains 40909 members 
Mstep: Class 29 contains 109737 members 
Mstep: Class 30 contains 1732 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 4275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160912.000000 Penalty: 113455.515625
Iteration 93Q: 35 clusters Score -1.041609e+08 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36302 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 172954 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 20836 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 11613 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 13527 members 
Mstep: Class 16 contains 15859 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 115300 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20828 members 
Mstep: Class 22 contains 1937 members 
Mstep: Class 23 contains 1405 members 
Mstep: Class 24 contains 33690 members 
Mstep: Class 25 contains 18810 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 3638 members 
Mstep: Class 28 contains 40902 members 
Mstep: Class 29 contains 109977 members 
Mstep: Class 30 contains 1734 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161096.000000 Penalty: 113455.515625
Iteration 94Q: 35 clusters Score -1.041611e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36283 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 173127 members 
Mstep: Class 5 contains 15541 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 20853 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 11598 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 13520 members 
Mstep: Class 16 contains 15853 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 114923 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 20841 members 
Mstep: Class 22 contains 1940 members 
Mstep: Class 23 contains 1406 members 
Mstep: Class 24 contains 33715 members 
Mstep: Class 25 contains 18801 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 40899 members 
Mstep: Class 29 contains 110174 members 
Mstep: Class 30 contains 1737 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160832.000000 Penalty: 113455.515625
Iteration 95Q: 35 clusters Score -1.041608e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36273 members 
Mstep: Class 3 contains 27658 members 
Mstep: Class 4 contains 173393 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 20867 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 13519 members 
Mstep: Class 16 contains 15850 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 114531 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20834 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1407 members 
Mstep: Class 24 contains 33759 members 
Mstep: Class 25 contains 18784 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 40892 members 
Mstep: Class 29 contains 110329 members 
Mstep: Class 30 contains 1739 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160752.000000 Penalty: 113455.515625
Iteration 96Q: 35 clusters Score -1.041608e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36271 members 
Mstep: Class 3 contains 27641 members 
Mstep: Class 4 contains 173581 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 11561 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 13515 members 
Mstep: Class 16 contains 15862 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 114155 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20842 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 1408 members 
Mstep: Class 24 contains 33790 members 
Mstep: Class 25 contains 18757 members 
Mstep: Class 26 contains 3459 members 
Mstep: Class 27 contains 3664 members 
Mstep: Class 28 contains 40883 members 
Mstep: Class 29 contains 110516 members 
Mstep: Class 30 contains 1740 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160776.000000 Penalty: 113455.515625
Iteration 97Q: 35 clusters Score -1.041608e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36274 members 
Mstep: Class 3 contains 27624 members 
Mstep: Class 4 contains 173707 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 20894 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 11556 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 15864 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 113908 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 33823 members 
Mstep: Class 25 contains 18717 members 
Mstep: Class 26 contains 3455 members 
Mstep: Class 27 contains 3669 members 
Mstep: Class 28 contains 40875 members 
Mstep: Class 29 contains 110648 members 
Mstep: Class 30 contains 1741 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160520.000000 Penalty: 113455.515625
Iteration 98Q: 35 clusters Score -1.041605e+08 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36272 members 
Mstep: Class 3 contains 27622 members 
Mstep: Class 4 contains 173856 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 20901 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 11550 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 13512 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 113707 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20861 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 1410 members 
Mstep: Class 24 contains 33871 members 
Mstep: Class 25 contains 18677 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 3675 members 
Mstep: Class 28 contains 40866 members 
Mstep: Class 29 contains 110703 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 35 clusters Score -1.041607e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36271 members 
Mstep: Class 3 contains 27614 members 
Mstep: Class 4 contains 173937 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 20909 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 130 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 11544 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 13513 members 
Mstep: Class 16 contains 15853 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 113496 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1410 members 
Mstep: Class 24 contains 33923 members 
Mstep: Class 25 contains 18648 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 40861 members 
Mstep: Class 29 contains 110835 members 
Mstep: Class 30 contains 1742 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4339 members 
Entering Unmasked Estep 
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Iteration 100F: 35 clusters Score -1.041613e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36270 members 
Mstep: Class 3 contains 27611 members 
Mstep: Class 4 contains 173977 members 
Mstep: Class 5 contains 15541 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 20913 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 11537 members 
Mstep: Class 14 contains 3397 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 15846 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 113363 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 33969 members 
Mstep: Class 25 contains 18620 members 
Mstep: Class 26 contains 3447 members 
Mstep: Class 27 contains 3680 members 
Mstep: Class 28 contains 40854 members 
Mstep: Class 29 contains 110935 members 
Mstep: Class 30 contains 1740 members 
Mstep: Class 31 contains 1048 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4345 members 
Entering Unmasked Estep 
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Iteration 101Q: 35 clusters Score -1.04162e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 174002 members 
Mstep: Class 5 contains 15537 members 
Mstep: Class 6 contains 4711 members 
Mstep: Class 7 contains 20921 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 138 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 11521 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 13476 members 
Mstep: Class 16 contains 15837 members 
Mstep: Class 17 contains 842 members 
Mstep: Class 18 contains 113239 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 20861 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 1414 members 
Mstep: Class 24 contains 34021 members 
Mstep: Class 25 contains 18579 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 40849 members 
Mstep: Class 29 contains 111071 members 
Mstep: Class 30 contains 1737 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 528 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 4343 members 
Entering Unmasked Estep 
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Iteration 102Q: 35 clusters Score -1.041621e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 27587 members 
Mstep: Class 4 contains 174032 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4695 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 11506 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 13454 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 841 members 
Mstep: Class 18 contains 113121 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20863 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 34101 members 
Mstep: Class 25 contains 18531 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 3710 members 
Mstep: Class 28 contains 40850 members 
Mstep: Class 29 contains 111182 members 
Mstep: Class 30 contains 1743 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 4342 members 
Entering Unmasked Estep 
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Iteration 103Q: 35 clusters Score -1.04162e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36238 members 
Mstep: Class 3 contains 27575 members 
Mstep: Class 4 contains 174053 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 20946 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 11497 members 
Mstep: Class 14 contains 3395 members 
Mstep: Class 15 contains 13444 members 
Mstep: Class 16 contains 15830 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112993 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20872 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 1419 members 
Mstep: Class 24 contains 34192 members 
Mstep: Class 25 contains 18477 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 3726 members 
Mstep: Class 28 contains 40850 members 
Mstep: Class 29 contains 111281 members 
Mstep: Class 30 contains 1747 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 642 members 
Mstep: Class 34 contains 4346 members 
Entering Unmasked Estep 
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Iteration 104Q: 35 clusters Score -1.041621e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36230 members 
Mstep: Class 3 contains 27562 members 
Mstep: Class 4 contains 174054 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 11480 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 13423 members 
Mstep: Class 16 contains 15833 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112883 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 20881 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 34265 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 3740 members 
Mstep: Class 28 contains 40848 members 
Mstep: Class 29 contains 111400 members 
Mstep: Class 30 contains 1755 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4349 members 
Entering Unmasked Estep 
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Iteration 105Q: 35 clusters Score -1.041617e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36226 members 
Mstep: Class 3 contains 27546 members 
Mstep: Class 4 contains 174047 members 
Mstep: Class 5 contains 15529 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 11458 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 15832 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112749 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 34342 members 
Mstep: Class 25 contains 18443 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 3743 members 
Mstep: Class 28 contains 40844 members 
Mstep: Class 29 contains 111537 members 
Mstep: Class 30 contains 1761 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4349 members 
Entering Unmasked Estep 
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Score: -104161512.000000 Penalty: 113455.515625
Iteration 106Q: 35 clusters Score -1.041615e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36220 members 
Mstep: Class 3 contains 27536 members 
Mstep: Class 4 contains 174032 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 11450 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 15824 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112599 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 1953 members 
Mstep: Class 23 contains 1422 members 
Mstep: Class 24 contains 34391 members 
Mstep: Class 25 contains 18429 members 
Mstep: Class 26 contains 3396 members 
Mstep: Class 27 contains 3750 members 
Mstep: Class 28 contains 40843 members 
Mstep: Class 29 contains 111700 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4348 members 
Entering Unmasked Estep 
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Iteration 107Q: 35 clusters Score -1.041616e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36221 members 
Mstep: Class 3 contains 27519 members 
Mstep: Class 4 contains 174072 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 20992 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 138 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 11444 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112470 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20889 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 34437 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 3388 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 40844 members 
Mstep: Class 29 contains 111786 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4350 members 
Entering Unmasked Estep 
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Score: -104161744.000000 Penalty: 113455.515625
Iteration 108Q: 35 clusters Score -1.041617e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36211 members 
Mstep: Class 3 contains 27518 members 
Mstep: Class 4 contains 174046 members 
Mstep: Class 5 contains 15527 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 11437 members 
Mstep: Class 14 contains 3386 members 
Mstep: Class 15 contains 13397 members 
Mstep: Class 16 contains 15824 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112458 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20883 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 34490 members 
Mstep: Class 25 contains 18396 members 
Mstep: Class 26 contains 3385 members 
Mstep: Class 27 contains 3759 members 
Mstep: Class 28 contains 40846 members 
Mstep: Class 29 contains 111814 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 642 members 
Mstep: Class 34 contains 4354 members 
Entering Unmasked Estep 
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Score: -104161504.000000 Penalty: 113455.515625
Iteration 109Q: 35 clusters Score -1.041615e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36217 members 
Mstep: Class 3 contains 27497 members 
Mstep: Class 4 contains 174058 members 
Mstep: Class 5 contains 15528 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 21003 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 11433 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 13391 members 
Mstep: Class 16 contains 15828 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112413 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 1951 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 34535 members 
Mstep: Class 25 contains 18381 members 
Mstep: Class 26 contains 3377 members 
Mstep: Class 27 contains 3763 members 
Mstep: Class 28 contains 40844 members 
Mstep: Class 29 contains 111850 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 35 clusters Score -1.041614e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36218 members 
Mstep: Class 3 contains 27488 members 
Mstep: Class 4 contains 174057 members 
Mstep: Class 5 contains 15529 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 21011 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3114 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 13388 members 
Mstep: Class 16 contains 15824 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112417 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 1424 members 
Mstep: Class 24 contains 34584 members 
Mstep: Class 25 contains 18357 members 
Mstep: Class 26 contains 3371 members 
Mstep: Class 27 contains 3764 members 
Mstep: Class 28 contains 40842 members 
Mstep: Class 29 contains 111845 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 645 members 
Mstep: Class 34 contains 4351 members 
Entering Unmasked Estep 
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Iteration 111Q: 35 clusters Score -1.041614e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36214 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 173991 members 
Mstep: Class 5 contains 15530 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 21018 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 13384 members 
Mstep: Class 16 contains 15829 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112385 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20873 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 1424 members 
Mstep: Class 24 contains 34649 members 
Mstep: Class 25 contains 18337 members 
Mstep: Class 26 contains 3367 members 
Mstep: Class 27 contains 3766 members 
Mstep: Class 28 contains 40840 members 
Mstep: Class 29 contains 111911 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 4349 members 
Entering Unmasked Estep 
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Iteration 112Q: 35 clusters Score -1.041615e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36204 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 173924 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 21023 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 13385 members 
Mstep: Class 16 contains 15819 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112388 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20875 members 
Mstep: Class 22 contains 1948 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 34690 members 
Mstep: Class 25 contains 18326 members 
Mstep: Class 26 contains 3367 members 
Mstep: Class 27 contains 3767 members 
Mstep: Class 28 contains 40836 members 
Mstep: Class 29 contains 111966 members 
Mstep: Class 30 contains 1764 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4350 members 
Entering Unmasked Estep 
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Iteration 113Q: 35 clusters Score -1.041616e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36205 members 
Mstep: Class 3 contains 27490 members 
Mstep: Class 4 contains 173893 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11422 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 13379 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112393 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 34718 members 
Mstep: Class 25 contains 18315 members 
Mstep: Class 26 contains 3371 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 40834 members 
Mstep: Class 29 contains 111965 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4352 members 
Entering Unmasked Estep 
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Iteration 114Q: 35 clusters Score -1.041614e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36199 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 173810 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 4608 members 
Mstep: Class 7 contains 21030 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11423 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 13377 members 
Mstep: Class 16 contains 15822 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112445 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1425 members 
Mstep: Class 24 contains 34759 members 
Mstep: Class 25 contains 18310 members 
Mstep: Class 26 contains 3369 members 
Mstep: Class 27 contains 3772 members 
Mstep: Class 28 contains 40829 members 
Mstep: Class 29 contains 111958 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4352 members 
Entering Unmasked Estep 
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Iteration 115Q: 35 clusters Score -1.041617e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 173772 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 4606 members 
Mstep: Class 7 contains 21032 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 13378 members 
Mstep: Class 16 contains 15822 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112490 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1426 members 
Mstep: Class 24 contains 34783 members 
Mstep: Class 25 contains 18307 members 
Mstep: Class 26 contains 3366 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 40822 members 
Mstep: Class 29 contains 111954 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4350 members 
Entering Unmasked Estep 
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Iteration 116Q: 35 clusters Score -1.041618e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36195 members 
Mstep: Class 3 contains 27492 members 
Mstep: Class 4 contains 173715 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 4608 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 13376 members 
Mstep: Class 16 contains 15819 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112592 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1427 members 
Mstep: Class 24 contains 34807 members 
Mstep: Class 25 contains 18305 members 
Mstep: Class 26 contains 3365 members 
Mstep: Class 27 contains 3774 members 
Mstep: Class 28 contains 40812 members 
Mstep: Class 29 contains 111897 members 
Mstep: Class 30 contains 1765 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Entering Unmasked Estep 
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Iteration 117Q: 35 clusters Score -1.04162e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27478 members 
Mstep: Class 4 contains 173605 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 4606 members 
Mstep: Class 7 contains 21038 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 11410 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 15818 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112699 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34826 members 
Mstep: Class 25 contains 18293 members 
Mstep: Class 26 contains 3365 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 40812 members 
Mstep: Class 29 contains 111901 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161704.000000 Penalty: 113455.515625
Iteration 118Q: 35 clusters Score -1.041617e+08 nChanged 1197
Entering ConstructFrom: 
Score: -104161704.000000 Penalty: 113455.515625
Entering ConstructFrom: 
Trying to split cluster 1 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -38519.386719 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -38519.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37404.984375 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -37404.98 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38046.492188 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -38046.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38518.707031 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -38518.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38850.406250 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -38850.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38927.367188 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -38927.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38928.414062 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -38928.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38928.414062 Penalty: 2945.018066
	Iteration 6F: 3 clusters Score -38928.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 128 members 
Entering Unmasked Estep 
Score: -104160112.000000 Penalty: 116792.445312
Splitting cluster 1 changes total score from -104161704.000000 to -104160112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Entering Unmasked Estep 
Score: -5483691.500000 Penalty: 2603.162109
	Iteration 0F: 2 clusters Score -5483692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5459031.000000 Penalty: 5206.324219
	Iteration 0F: 3 clusters Score -5459031 nChanged 16465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5468259.000000 Penalty: 5206.324219
	Iteration 1F: 3 clusters Score -5468259 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -5468999.500000 Penalty: 5206.324219
	Iteration 2F: 3 clusters Score -5469000 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5469833.500000 Penalty: 5206.324219
	Iteration 3F: 3 clusters Score -5469834 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5470724.500000 Penalty: 5206.324219
	Iteration 4F: 3 clusters Score -5470724 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5471763.500000 Penalty: 5206.324219
	Iteration 5F: 3 clusters Score -5471764 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5472917.000000 Penalty: 5206.324219
	Iteration 6F: 3 clusters Score -5472917 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5474042.000000 Penalty: 5206.324219
	Iteration 7F: 3 clusters Score -5474042 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5475125.500000 Penalty: 5206.324219
	Iteration 8Q: 3 clusters Score -5475126 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5475920.000000 Penalty: 5206.324219
	Iteration 9Q: 3 clusters Score -5475920 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5476511.500000 Penalty: 5206.324219
	Iteration 10Q: 3 clusters Score -5476512 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -5476949.500000 Penalty: 5206.324219
	Iteration 11Q: 3 clusters Score -5476950 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5477255.500000 Penalty: 5206.324219
	Iteration 12Q: 3 clusters Score -5477256 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5477518.000000 Penalty: 5206.324219
	Iteration 13Q: 3 clusters Score -5477518 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -5477767.500000 Penalty: 5206.324219
	Iteration 14Q: 3 clusters Score -5477768 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -5478005.000000 Penalty: 5206.324219
	Iteration 15Q: 3 clusters Score -5478005 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5478249.500000 Penalty: 5206.324219
	Iteration 16Q: 3 clusters Score -5478250 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5478472.500000 Penalty: 5206.324219
	Iteration 17Q: 3 clusters Score -5478472 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5478713.000000 Penalty: 5206.324219
	Iteration 18Q: 3 clusters Score -5478713 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5478984.000000 Penalty: 5206.324219
	Iteration 19Q: 3 clusters Score -5478984 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -5479270.500000 Penalty: 5206.324219
	Iteration 20F: 3 clusters Score -5479270 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -5479591.000000 Penalty: 5206.324219
	Iteration 21Q: 3 clusters Score -5479591 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5479897.000000 Penalty: 5206.324219
	Iteration 22Q: 3 clusters Score -5479897 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -5480192.500000 Penalty: 5206.324219
	Iteration 23Q: 3 clusters Score -5480192 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5480476.000000 Penalty: 5206.324219
	Iteration 24Q: 3 clusters Score -5480476 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5480696.500000 Penalty: 5206.324219
	Iteration 25Q: 3 clusters Score -5480696 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5480918.000000 Penalty: 5206.324219
	Iteration 26Q: 3 clusters Score -5480918 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5481072.000000 Penalty: 5206.324219
	Iteration 27Q: 3 clusters Score -5481072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5481169.500000 Penalty: 5206.324219
	Iteration 28Q: 3 clusters Score -5481170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5481225.000000 Penalty: 5206.324219
	Iteration 29Q: 3 clusters Score -5481225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5481308.000000 Penalty: 5206.324219
	Iteration 30Q: 3 clusters Score -5481308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5481367.500000 Penalty: 5206.324219
	Iteration 31Q: 3 clusters Score -5481368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5481408.500000 Penalty: 5206.324219
	Iteration 32Q: 3 clusters Score -5481408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5481434.500000 Penalty: 5206.324219
	Iteration 33Q: 3 clusters Score -5481434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5481463.000000 Penalty: 5206.324219
	Iteration 34Q: 3 clusters Score -5481463 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5481486.000000 Penalty: 5206.324219
	Iteration 35Q: 3 clusters Score -5481486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5481498.000000 Penalty: 5206.324219
	Iteration 36Q: 3 clusters Score -5481498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5481508.000000 Penalty: 5206.324219
	Iteration 37Q: 3 clusters Score -5481508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5481517.500000 Penalty: 5206.324219
	Iteration 38Q: 3 clusters Score -5481518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5481537.500000 Penalty: 5206.324219
	Iteration 39Q: 3 clusters Score -5481538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5481537.500000 Penalty: 5206.324219
	Iteration 40F: 3 clusters Score -5481538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5481547.000000 Penalty: 5206.324219
	Iteration 41Q: 3 clusters Score -5481547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5481551.000000 Penalty: 5206.324219
	Iteration 42Q: 3 clusters Score -5481551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5481558.500000 Penalty: 5206.324219
	Iteration 43Q: 3 clusters Score -5481558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5481565.500000 Penalty: 5206.324219
	Iteration 44Q: 3 clusters Score -5481566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5481582.000000 Penalty: 5206.324219
	Iteration 45Q: 3 clusters Score -5481582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5481586.500000 Penalty: 5206.324219
	Iteration 46Q: 3 clusters Score -5481586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5481593.500000 Penalty: 5206.324219
	Iteration 47Q: 3 clusters Score -5481594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5481594.500000 Penalty: 5206.324219
	Iteration 48Q: 3 clusters Score -5481594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5481607.000000 Penalty: 5206.324219
	Iteration 49Q: 3 clusters Score -5481607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5481618.000000 Penalty: 5206.324219
	Iteration 50Q: 3 clusters Score -5481618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5481623.500000 Penalty: 5206.324219
	Iteration 51Q: 3 clusters Score -5481624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5481631.000000 Penalty: 5206.324219
	Iteration 52Q: 3 clusters Score -5481631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5481642.000000 Penalty: 5206.324219
	Iteration 53Q: 3 clusters Score -5481642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5481634.500000 Penalty: 5206.324219
	Iteration 54Q: 3 clusters Score -5481634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5481634.000000 Penalty: 5206.324219
	Iteration 55Q: 3 clusters Score -5481634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5481641.500000 Penalty: 5206.324219
	Iteration 56Q: 3 clusters Score -5481642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5481641.500000 Penalty: 5206.324219
	Iteration 57Q: 3 clusters Score -5481642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5481647.500000 Penalty: 5206.324219
	Iteration 58Q: 3 clusters Score -5481648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5481652.000000 Penalty: 5206.324219
	Iteration 59Q: 3 clusters Score -5481652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5481652.500000 Penalty: 5206.324219
	Iteration 60F: 3 clusters Score -5481652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5481660.000000 Penalty: 5206.324219
	Iteration 61Q: 3 clusters Score -5481660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5481663.500000 Penalty: 5206.324219
	Iteration 62Q: 3 clusters Score -5481664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5481663.500000 Penalty: 5206.324219
	Iteration 63Q: 3 clusters Score -5481664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5481665.000000 Penalty: 5206.324219
	Iteration 64Q: 3 clusters Score -5481665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5481674.500000 Penalty: 5206.324219
	Iteration 65Q: 3 clusters Score -5481674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5481687.500000 Penalty: 5206.324219
	Iteration 66Q: 3 clusters Score -5481688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5481686.500000 Penalty: 5206.324219
	Iteration 67Q: 3 clusters Score -5481686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5481691.500000 Penalty: 5206.324219
	Iteration 68Q: 3 clusters Score -5481692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5481700.000000 Penalty: 5206.324219
	Iteration 69Q: 3 clusters Score -5481700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5481705.000000 Penalty: 5206.324219
	Iteration 70Q: 3 clusters Score -5481705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5481703.500000 Penalty: 5206.324219
	Iteration 71Q: 3 clusters Score -5481704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5481721.000000 Penalty: 5206.324219
	Iteration 72Q: 3 clusters Score -5481721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5481718.500000 Penalty: 5206.324219
	Iteration 73Q: 3 clusters Score -5481718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5481713.000000 Penalty: 5206.324219
	Iteration 74Q: 3 clusters Score -5481713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5481712.500000 Penalty: 5206.324219
	Iteration 75Q: 3 clusters Score -5481712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5481716.000000 Penalty: 5206.324219
	Iteration 76Q: 3 clusters Score -5481716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5481709.500000 Penalty: 5206.324219
	Iteration 77Q: 3 clusters Score -5481710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5481718.500000 Penalty: 5206.324219
	Iteration 78Q: 3 clusters Score -5481718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5481719.000000 Penalty: 5206.324219
	Iteration 79Q: 3 clusters Score -5481719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5481725.500000 Penalty: 5206.324219
	Iteration 80F: 3 clusters Score -5481726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5481723.000000 Penalty: 5206.324219
	Iteration 81Q: 3 clusters Score -5481723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5481728.000000 Penalty: 5206.324219
	Iteration 82Q: 3 clusters Score -5481728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5481733.000000 Penalty: 5206.324219
	Iteration 83Q: 3 clusters Score -5481733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5481736.000000 Penalty: 5206.324219
	Iteration 84Q: 3 clusters Score -5481736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5481736.500000 Penalty: 5206.324219
	Iteration 85Q: 3 clusters Score -5481736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5481739.000000 Penalty: 5206.324219
	Iteration 86Q: 3 clusters Score -5481739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5481743.000000 Penalty: 5206.324219
	Iteration 87Q: 3 clusters Score -5481743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5206.324219
	Iteration 88Q: 3 clusters Score -5481746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5481745.000000 Penalty: 5206.324219
	Iteration 89Q: 3 clusters Score -5481745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5481747.500000 Penalty: 5206.324219
	Iteration 90Q: 3 clusters Score -5481748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5481752.000000 Penalty: 5206.324219
	Iteration 91Q: 3 clusters Score -5481752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5481757.000000 Penalty: 5206.324219
	Iteration 92Q: 3 clusters Score -5481757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5481759.000000 Penalty: 5206.324219
	Iteration 93Q: 3 clusters Score -5481759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5481762.500000 Penalty: 5206.324219
	Iteration 94Q: 3 clusters Score -5481762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5481761.000000 Penalty: 5206.324219
	Iteration 95Q: 3 clusters Score -5481761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5481763.000000 Penalty: 5206.324219
	Iteration 96Q: 3 clusters Score -5481763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5481768.000000 Penalty: 5206.324219
	Iteration 97Q: 3 clusters Score -5481768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5481767.000000 Penalty: 5206.324219
	Iteration 98Q: 3 clusters Score -5481767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5481771.500000 Penalty: 5206.324219
	Iteration 99Q: 3 clusters Score -5481772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5481771.500000 Penalty: 5206.324219
	Iteration 100F: 3 clusters Score -5481772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Entering Unmasked Estep 
Score: -4160996.500000 Penalty: 2534.788818
	Iteration 0F: 2 clusters Score -4160996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -4142038.750000 Penalty: 5069.577637
	Iteration 0F: 3 clusters Score -4142039 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4148824.750000 Penalty: 5069.577637
	Iteration 1F: 3 clusters Score -4148825 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4149412.500000 Penalty: 5069.577637
	Iteration 2F: 3 clusters Score -4149412 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4149966.250000 Penalty: 5069.577637
	Iteration 3Q: 3 clusters Score -4149966 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -4150525.250000 Penalty: 5069.577637
	Iteration 4Q: 3 clusters Score -4150525 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4151058.250000 Penalty: 5069.577637
	Iteration 5Q: 3 clusters Score -4151058 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4151602.750000 Penalty: 5069.577637
	Iteration 6Q: 3 clusters Score -4151603 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4152159.750000 Penalty: 5069.577637
	Iteration 7Q: 3 clusters Score -4152160 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4152837.000000 Penalty: 5069.577637
	Iteration 8Q: 3 clusters Score -4152837 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4153576.750000 Penalty: 5069.577637
	Iteration 9Q: 3 clusters Score -4153577 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -4154333.500000 Penalty: 5069.577637
	Iteration 10Q: 3 clusters Score -4154334 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4155071.500000 Penalty: 5069.577637
	Iteration 11Q: 3 clusters Score -4155072 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4155658.500000 Penalty: 5069.577637
	Iteration 12Q: 3 clusters Score -4155658 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4156045.250000 Penalty: 5069.577637
	Iteration 13Q: 3 clusters Score -4156045 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4156319.000000 Penalty: 5069.577637
	Iteration 14Q: 3 clusters Score -4156319 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4156499.000000 Penalty: 5069.577637
	Iteration 15Q: 3 clusters Score -4156499 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4156615.000000 Penalty: 5069.577637
	Iteration 16Q: 3 clusters Score -4156615 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4156737.500000 Penalty: 5069.577637
	Iteration 17Q: 3 clusters Score -4156738 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4156856.750000 Penalty: 5069.577637
	Iteration 18Q: 3 clusters Score -4156857 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4156977.500000 Penalty: 5069.577637
	Iteration 19Q: 3 clusters Score -4156978 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4157073.000000 Penalty: 5069.577637
	Iteration 20F: 3 clusters Score -4157073 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4157182.000000 Penalty: 5069.577637
	Iteration 21Q: 3 clusters Score -4157182 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4157278.750000 Penalty: 5069.577637
	Iteration 22Q: 3 clusters Score -4157279 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4157408.000000 Penalty: 5069.577637
	Iteration 23Q: 3 clusters Score -4157408 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4157515.500000 Penalty: 5069.577637
	Iteration 24Q: 3 clusters Score -4157516 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -4157626.750000 Penalty: 5069.577637
	Iteration 25Q: 3 clusters Score -4157627 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4157733.000000 Penalty: 5069.577637
	Iteration 26Q: 3 clusters Score -4157733 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4157824.000000 Penalty: 5069.577637
	Iteration 27Q: 3 clusters Score -4157824 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4157911.000000 Penalty: 5069.577637
	Iteration 28Q: 3 clusters Score -4157911 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4158028.750000 Penalty: 5069.577637
	Iteration 29Q: 3 clusters Score -4158029 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -4158122.000000 Penalty: 5069.577637
	Iteration 30Q: 3 clusters Score -4158122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4158206.750000 Penalty: 5069.577637
	Iteration 31Q: 3 clusters Score -4158207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4158261.000000 Penalty: 5069.577637
	Iteration 32Q: 3 clusters Score -4158261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4158326.750000 Penalty: 5069.577637
	Iteration 33Q: 3 clusters Score -4158327 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4158374.000000 Penalty: 5069.577637
	Iteration 34Q: 3 clusters Score -4158374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4158411.250000 Penalty: 5069.577637
	Iteration 35Q: 3 clusters Score -4158411 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4158434.500000 Penalty: 5069.577637
	Iteration 36Q: 3 clusters Score -4158434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4158467.750000 Penalty: 5069.577637
	Iteration 37Q: 3 clusters Score -4158468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4158485.500000 Penalty: 5069.577637
	Iteration 38Q: 3 clusters Score -4158486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -4158513.750000 Penalty: 5069.577637
	Iteration 39Q: 3 clusters Score -4158514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4158547.000000 Penalty: 5069.577637
	Iteration 40F: 3 clusters Score -4158547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4158560.000000 Penalty: 5069.577637
	Iteration 41Q: 3 clusters Score -4158560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4158580.000000 Penalty: 5069.577637
	Iteration 42Q: 3 clusters Score -4158580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4158601.500000 Penalty: 5069.577637
	Iteration 43Q: 3 clusters Score -4158602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4158633.500000 Penalty: 5069.577637
	Iteration 44Q: 3 clusters Score -4158634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4158649.500000 Penalty: 5069.577637
	Iteration 45Q: 3 clusters Score -4158650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -4158665.500000 Penalty: 5069.577637
	Iteration 46Q: 3 clusters Score -4158666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4158683.500000 Penalty: 5069.577637
	Iteration 47Q: 3 clusters Score -4158684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4158693.250000 Penalty: 5069.577637
	Iteration 48Q: 3 clusters Score -4158693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4158704.000000 Penalty: 5069.577637
	Iteration 49Q: 3 clusters Score -4158704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4158712.750000 Penalty: 5069.577637
	Iteration 50Q: 3 clusters Score -4158713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4158723.250000 Penalty: 5069.577637
	Iteration 51Q: 3 clusters Score -4158723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4158725.500000 Penalty: 5069.577637
	Iteration 52Q: 3 clusters Score -4158726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4158735.500000 Penalty: 5069.577637
	Iteration 53Q: 3 clusters Score -4158736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4158746.000000 Penalty: 5069.577637
	Iteration 54Q: 3 clusters Score -4158746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4158749.500000 Penalty: 5069.577637
	Iteration 55Q: 3 clusters Score -4158750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4158760.000000 Penalty: 5069.577637
	Iteration 56Q: 3 clusters Score -4158760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4158763.750000 Penalty: 5069.577637
	Iteration 57Q: 3 clusters Score -4158764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4158770.250000 Penalty: 5069.577637
	Iteration 58Q: 3 clusters Score -4158770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4158768.250000 Penalty: 5069.577637
	Iteration 59Q: 3 clusters Score -4158768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4158772.750000 Penalty: 5069.577637
	Iteration 60F: 3 clusters Score -4158773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4158775.500000 Penalty: 5069.577637
	Iteration 61Q: 3 clusters Score -4158776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4158782.750000 Penalty: 5069.577637
	Iteration 62Q: 3 clusters Score -4158783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4158787.000000 Penalty: 5069.577637
	Iteration 63Q: 3 clusters Score -4158787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4158787.750000 Penalty: 5069.577637
	Iteration 64Q: 3 clusters Score -4158788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -4158792.000000 Penalty: 5069.577637
	Iteration 65Q: 3 clusters Score -4158792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4158803.250000 Penalty: 5069.577637
	Iteration 66Q: 3 clusters Score -4158803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4158807.250000 Penalty: 5069.577637
	Iteration 67Q: 3 clusters Score -4158807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4158814.250000 Penalty: 5069.577637
	Iteration 68Q: 3 clusters Score -4158814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4158819.500000 Penalty: 5069.577637
	Iteration 69Q: 3 clusters Score -4158820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4158825.750000 Penalty: 5069.577637
	Iteration 70Q: 3 clusters Score -4158826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4158832.750000 Penalty: 5069.577637
	Iteration 71Q: 3 clusters Score -4158833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4158834.000000 Penalty: 5069.577637
	Iteration 72Q: 3 clusters Score -4158834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -4158834.000000 Penalty: 5069.577637
	Iteration 73Q: 3 clusters Score -4158834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4158834.250000 Penalty: 5069.577637
	Iteration 74Q: 3 clusters Score -4158834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -4158842.000000 Penalty: 5069.577637
	Iteration 75Q: 3 clusters Score -4158842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4158844.500000 Penalty: 5069.577637
	Iteration 76Q: 3 clusters Score -4158844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4158850.000000 Penalty: 5069.577637
	Iteration 77Q: 3 clusters Score -4158850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4158842.500000 Penalty: 5069.577637
	Iteration 78Q: 3 clusters Score -4158842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4158842.250000 Penalty: 5069.577637
	Iteration 79Q: 3 clusters Score -4158842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4158842.500000 Penalty: 5069.577637
	Iteration 80F: 3 clusters Score -4158842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173454 members 
Entering Unmasked Estep 
Score: -26646822.000000 Penalty: 2991.789551
	Iteration 0F: 2 clusters Score -2.664682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -26540404.000000 Penalty: 5983.579102
	Iteration 0F: 3 clusters Score -2.65404e+07 nChanged 82810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -26588484.000000 Penalty: 5983.579102
	Iteration 1F: 3 clusters Score -2.658848e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -26589530.000000 Penalty: 5983.579102
	Iteration 2Q: 3 clusters Score -2.658953e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -26591004.000000 Penalty: 5983.579102
	Iteration 3Q: 3 clusters Score -2.6591e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -26593136.000000 Penalty: 5983.579102
	Iteration 4Q: 3 clusters Score -2.659314e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -26596690.000000 Penalty: 5983.579102
	Iteration 5Q: 3 clusters Score -2.659669e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -26602218.000000 Penalty: 5983.579102
	Iteration 6F: 3 clusters Score -2.660222e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -26610406.000000 Penalty: 5983.579102
	Iteration 7F: 3 clusters Score -2.661041e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -26619682.000000 Penalty: 5983.579102
	Iteration 8F: 3 clusters Score -2.661968e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -26627960.000000 Penalty: 5983.579102
	Iteration 9F: 3 clusters Score -2.662796e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -26633644.000000 Penalty: 5983.579102
	Iteration 10F: 3 clusters Score -2.663364e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -26637410.000000 Penalty: 5983.579102
	Iteration 11Q: 3 clusters Score -2.663741e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157607 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -26640074.000000 Penalty: 5983.579102
	Iteration 12Q: 3 clusters Score -2.664007e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -26641416.000000 Penalty: 5983.579102
	Iteration 13Q: 3 clusters Score -2.664142e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -26642474.000000 Penalty: 5983.579102
	Iteration 14Q: 3 clusters Score -2.664247e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -26643278.000000 Penalty: 5983.579102
	Iteration 15Q: 3 clusters Score -2.664328e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165637 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -26643710.000000 Penalty: 5983.579102
	Iteration 16Q: 3 clusters Score -2.664371e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -26644004.000000 Penalty: 5983.579102
	Iteration 17Q: 3 clusters Score -2.6644e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -26644044.000000 Penalty: 5983.579102
	Iteration 18Q: 3 clusters Score -2.664404e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -26644214.000000 Penalty: 5983.579102
	Iteration 19Q: 3 clusters Score -2.664421e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -26644286.000000 Penalty: 5983.579102
	Iteration 20F: 3 clusters Score -2.664429e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169779 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -26644322.000000 Penalty: 5983.579102
	Iteration 21Q: 3 clusters Score -2.664432e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170256 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -26644388.000000 Penalty: 5983.579102
	Iteration 22Q: 3 clusters Score -2.664439e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170694 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -26644380.000000 Penalty: 5983.579102
	Iteration 23Q: 3 clusters Score -2.664438e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171045 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -26644422.000000 Penalty: 5983.579102
	Iteration 24Q: 3 clusters Score -2.664442e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171328 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -26644416.000000 Penalty: 5983.579102
	Iteration 25Q: 3 clusters Score -2.664442e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171586 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -26644390.000000 Penalty: 5983.579102
	Iteration 26Q: 3 clusters Score -2.664439e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171799 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -26644422.000000 Penalty: 5983.579102
	Iteration 27Q: 3 clusters Score -2.664442e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -26644432.000000 Penalty: 5983.579102
	Iteration 28Q: 3 clusters Score -2.664443e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172124 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -26644400.000000 Penalty: 5983.579102
	Iteration 29Q: 3 clusters Score -2.66444e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -26644398.000000 Penalty: 5983.579102
	Iteration 30Q: 3 clusters Score -2.66444e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172337 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -26644414.000000 Penalty: 5983.579102
	Iteration 31Q: 3 clusters Score -2.664441e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172404 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -26644448.000000 Penalty: 5983.579102
	Iteration 32Q: 3 clusters Score -2.664445e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172453 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -26644486.000000 Penalty: 5983.579102
	Iteration 33Q: 3 clusters Score -2.664449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -26644486.000000 Penalty: 5983.579102
	Iteration 34Q: 3 clusters Score -2.664449e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -26644464.000000 Penalty: 5983.579102
	Iteration 35Q: 3 clusters Score -2.664446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172571 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -26644440.000000 Penalty: 5983.579102
	Iteration 36Q: 3 clusters Score -2.664444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172600 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -26644486.000000 Penalty: 5983.579102
	Iteration 37Q: 3 clusters Score -2.664449e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172619 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -26644474.000000 Penalty: 5983.579102
	Iteration 38Q: 3 clusters Score -2.664447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172647 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -26644476.000000 Penalty: 5983.579102
	Iteration 39Q: 3 clusters Score -2.664448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -26644468.000000 Penalty: 5983.579102
	Iteration 40F: 3 clusters Score -2.664447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -26644476.000000 Penalty: 5983.579102
	Iteration 41Q: 3 clusters Score -2.664448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -26644474.000000 Penalty: 5983.579102
	Iteration 42Q: 3 clusters Score -2.664447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172710 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -26644480.000000 Penalty: 5983.579102
	Iteration 43Q: 3 clusters Score -2.664448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172715 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -26644494.000000 Penalty: 5983.579102
	Iteration 44Q: 3 clusters Score -2.664449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172722 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -26644488.000000 Penalty: 5983.579102
	Iteration 45Q: 3 clusters Score -2.664449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -26644498.000000 Penalty: 5983.579102
	Iteration 46Q: 3 clusters Score -2.66445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -26644488.000000 Penalty: 5983.579102
	Iteration 47Q: 3 clusters Score -2.664449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -26644490.000000 Penalty: 5983.579102
	Iteration 48Q: 3 clusters Score -2.664449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -26644490.000000 Penalty: 5983.579102
	Iteration 49Q: 3 clusters Score -2.664449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172751 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -26644494.000000 Penalty: 5983.579102
	Iteration 50Q: 3 clusters Score -2.664449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172754 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -26644486.000000 Penalty: 5983.579102
	Iteration 51Q: 3 clusters Score -2.664449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172758 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -26644494.000000 Penalty: 5983.579102
	Iteration 52Q: 3 clusters Score -2.664449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -26644496.000000 Penalty: 5983.579102
	Iteration 53Q: 3 clusters Score -2.66445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172765 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -26644500.000000 Penalty: 5983.579102
	Iteration 54Q: 3 clusters Score -2.66445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172766 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26644494.000000 Penalty: 5983.579102
	Iteration 55Q: 3 clusters Score -2.664449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172768 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -26644492.000000 Penalty: 5983.579102
	Iteration 56Q: 3 clusters Score -2.664449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -26644500.000000 Penalty: 5983.579102
	Iteration 57Q: 3 clusters Score -2.66445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -26644488.000000 Penalty: 5983.579102
	Iteration 58Q: 3 clusters Score -2.664449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172774 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -26644488.000000 Penalty: 5983.579102
	Iteration 59Q: 3 clusters Score -2.664449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -26644478.000000 Penalty: 5983.579102
	Iteration 60F: 3 clusters Score -2.664448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172778 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -26644494.000000 Penalty: 5983.579102
	Iteration 61Q: 3 clusters Score -2.664449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -26644492.000000 Penalty: 5983.579102
	Iteration 62Q: 3 clusters Score -2.664449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -26644492.000000 Penalty: 5983.579102
	Iteration 63F: 3 clusters Score -2.664449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Entering Unmasked Estep 
Score: -2366616.750000 Penalty: 2393.395020
	Iteration 0F: 2 clusters Score -2366617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2355426.250000 Penalty: 4786.790039
	Iteration 0F: 3 clusters Score -2355426 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2359039.500000 Penalty: 4786.790039
	Iteration 1F: 3 clusters Score -2359040 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2359395.000000 Penalty: 4786.790039
	Iteration 2F: 3 clusters Score -2359395 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2359688.000000 Penalty: 4786.790039
	Iteration 3Q: 3 clusters Score -2359688 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2360012.500000 Penalty: 4786.790039
	Iteration 4Q: 3 clusters Score -2360012 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2360451.750000 Penalty: 4786.790039
	Iteration 5Q: 3 clusters Score -2360452 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2361081.750000 Penalty: 4786.790039
	Iteration 6F: 3 clusters Score -2361082 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2361772.750000 Penalty: 4786.790039
	Iteration 7F: 3 clusters Score -2361773 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2362520.250000 Penalty: 4786.790039
	Iteration 8F: 3 clusters Score -2362520 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2363143.000000 Penalty: 4786.790039
	Iteration 9F: 3 clusters Score -2363143 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2363581.000000 Penalty: 4786.790039
	Iteration 10Q: 3 clusters Score -2363581 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2363912.500000 Penalty: 4786.790039
	Iteration 11Q: 3 clusters Score -2363912 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2364142.750000 Penalty: 4786.790039
	Iteration 12Q: 3 clusters Score -2364143 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2364313.500000 Penalty: 4786.790039
	Iteration 13Q: 3 clusters Score -2364314 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2364424.250000 Penalty: 4786.790039
	Iteration 14Q: 3 clusters Score -2364424 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2364531.000000 Penalty: 4786.790039
	Iteration 15Q: 3 clusters Score -2364531 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2364627.750000 Penalty: 4786.790039
	Iteration 16Q: 3 clusters Score -2364628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2364714.000000 Penalty: 4786.790039
	Iteration 17Q: 3 clusters Score -2364714 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2364800.500000 Penalty: 4786.790039
	Iteration 18Q: 3 clusters Score -2364800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2364858.000000 Penalty: 4786.790039
	Iteration 19Q: 3 clusters Score -2364858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2364908.000000 Penalty: 4786.790039
	Iteration 20F: 3 clusters Score -2364908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2364958.000000 Penalty: 4786.790039
	Iteration 21Q: 3 clusters Score -2364958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2365006.500000 Penalty: 4786.790039
	Iteration 22Q: 3 clusters Score -2365006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2365032.250000 Penalty: 4786.790039
	Iteration 23Q: 3 clusters Score -2365032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2365059.250000 Penalty: 4786.790039
	Iteration 24Q: 3 clusters Score -2365059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2365088.500000 Penalty: 4786.790039
	Iteration 25Q: 3 clusters Score -2365088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2365100.250000 Penalty: 4786.790039
	Iteration 26Q: 3 clusters Score -2365100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2365116.500000 Penalty: 4786.790039
	Iteration 27Q: 3 clusters Score -2365116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2365129.000000 Penalty: 4786.790039
	Iteration 28Q: 3 clusters Score -2365129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2365153.500000 Penalty: 4786.790039
	Iteration 29Q: 3 clusters Score -2365154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2365167.250000 Penalty: 4786.790039
	Iteration 30Q: 3 clusters Score -2365167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2365187.750000 Penalty: 4786.790039
	Iteration 31Q: 3 clusters Score -2365188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2365212.500000 Penalty: 4786.790039
	Iteration 32Q: 3 clusters Score -2365212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2365236.000000 Penalty: 4786.790039
	Iteration 33Q: 3 clusters Score -2365236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2365254.000000 Penalty: 4786.790039
	Iteration 34Q: 3 clusters Score -2365254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2365289.500000 Penalty: 4786.790039
	Iteration 35Q: 3 clusters Score -2365290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2365341.000000 Penalty: 4786.790039
	Iteration 36Q: 3 clusters Score -2365341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2365378.000000 Penalty: 4786.790039
	Iteration 37Q: 3 clusters Score -2365378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2365406.750000 Penalty: 4786.790039
	Iteration 38Q: 3 clusters Score -2365407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2365439.750000 Penalty: 4786.790039
	Iteration 39Q: 3 clusters Score -2365440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2365481.750000 Penalty: 4786.790039
	Iteration 40F: 3 clusters Score -2365482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2365536.000000 Penalty: 4786.790039
	Iteration 41Q: 3 clusters Score -2365536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2365606.500000 Penalty: 4786.790039
	Iteration 42Q: 3 clusters Score -2365606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2365723.750000 Penalty: 4786.790039
	Iteration 43Q: 3 clusters Score -2365724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2365819.750000 Penalty: 4786.790039
	Iteration 44Q: 3 clusters Score -2365820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2365875.250000 Penalty: 4786.790039
	Iteration 45Q: 3 clusters Score -2365875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2365910.250000 Penalty: 4786.790039
	Iteration 46Q: 3 clusters Score -2365910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2365924.500000 Penalty: 4786.790039
	Iteration 47Q: 3 clusters Score -2365924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2365930.500000 Penalty: 4786.790039
	Iteration 48Q: 3 clusters Score -2365930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2365934.750000 Penalty: 4786.790039
	Iteration 49Q: 3 clusters Score -2365935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2365939.000000 Penalty: 4786.790039
	Iteration 50Q: 3 clusters Score -2365939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2365942.250000 Penalty: 4786.790039
	Iteration 51Q: 3 clusters Score -2365942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2365946.000000 Penalty: 4786.790039
	Iteration 52Q: 3 clusters Score -2365946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2365947.000000 Penalty: 4786.790039
	Iteration 53Q: 3 clusters Score -2365947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2365946.500000 Penalty: 4786.790039
	Iteration 54Q: 3 clusters Score -2365946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2365947.750000 Penalty: 4786.790039
	Iteration 55Q: 3 clusters Score -2365948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2365948.500000 Penalty: 4786.790039
	Iteration 56Q: 3 clusters Score -2365948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2365947.750000 Penalty: 4786.790039
	Iteration 57Q: 3 clusters Score -2365948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2365947.750000 Penalty: 4786.790039
	Iteration 58F: 3 clusters Score -2365948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Entering Unmasked Estep 
Score: -667735.687500 Penalty: 2091.693115
	Iteration 0F: 2 clusters Score -667735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -663542.312500 Penalty: 4183.386230
	Iteration 0F: 3 clusters Score -663542.3 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664510.687500 Penalty: 4183.386230
	Iteration 1F: 3 clusters Score -664510.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -664691.687500 Penalty: 4183.386230
	Iteration 2F: 3 clusters Score -664691.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -664795.375000 Penalty: 4183.386230
	Iteration 3Q: 3 clusters Score -664795.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -664876.312500 Penalty: 4183.386230
	Iteration 4Q: 3 clusters Score -664876.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -664934.312500 Penalty: 4183.386230
	Iteration 5Q: 3 clusters Score -664934.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -664974.062500 Penalty: 4183.386230
	Iteration 6Q: 3 clusters Score -664974.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -665003.500000 Penalty: 4183.386230
	Iteration 7Q: 3 clusters Score -665003.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665031.312500 Penalty: 4183.386230
	Iteration 8Q: 3 clusters Score -665031.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -665056.875000 Penalty: 4183.386230
	Iteration 9Q: 3 clusters Score -665056.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -665080.062500 Penalty: 4183.386230
	Iteration 10Q: 3 clusters Score -665080.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -665100.937500 Penalty: 4183.386230
	Iteration 11Q: 3 clusters Score -665100.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -665117.250000 Penalty: 4183.386230
	Iteration 12Q: 3 clusters Score -665117.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -665131.625000 Penalty: 4183.386230
	Iteration 13Q: 3 clusters Score -665131.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -665150.562500 Penalty: 4183.386230
	Iteration 14Q: 3 clusters Score -665150.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -665172.687500 Penalty: 4183.386230
	Iteration 15Q: 3 clusters Score -665172.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -665196.250000 Penalty: 4183.386230
	Iteration 16Q: 3 clusters Score -665196.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -665212.500000 Penalty: 4183.386230
	Iteration 17Q: 3 clusters Score -665212.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -665229.375000 Penalty: 4183.386230
	Iteration 18Q: 3 clusters Score -665229.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -665247.937500 Penalty: 4183.386230
	Iteration 19Q: 3 clusters Score -665247.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -665274.062500 Penalty: 4183.386230
	Iteration 20F: 3 clusters Score -665274.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -665303.625000 Penalty: 4183.386230
	Iteration 21Q: 3 clusters Score -665303.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -665340.312500 Penalty: 4183.386230
	Iteration 22Q: 3 clusters Score -665340.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -665379.750000 Penalty: 4183.386230
	Iteration 23Q: 3 clusters Score -665379.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -665418.875000 Penalty: 4183.386230
	Iteration 24Q: 3 clusters Score -665418.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -665459.937500 Penalty: 4183.386230
	Iteration 25Q: 3 clusters Score -665459.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -665505.125000 Penalty: 4183.386230
	Iteration 26Q: 3 clusters Score -665505.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -665546.812500 Penalty: 4183.386230
	Iteration 27Q: 3 clusters Score -665546.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -665596.937500 Penalty: 4183.386230
	Iteration 28Q: 3 clusters Score -665596.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -665644.250000 Penalty: 4183.386230
	Iteration 29Q: 3 clusters Score -665644.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -665700.437500 Penalty: 4183.386230
	Iteration 30Q: 3 clusters Score -665700.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -665757.687500 Penalty: 4183.386230
	Iteration 31Q: 3 clusters Score -665757.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -665807.812500 Penalty: 4183.386230
	Iteration 32Q: 3 clusters Score -665807.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -665864.812500 Penalty: 4183.386230
	Iteration 33Q: 3 clusters Score -665864.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -665908.187500 Penalty: 4183.386230
	Iteration 34Q: 3 clusters Score -665908.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -665944.875000 Penalty: 4183.386230
	Iteration 35Q: 3 clusters Score -665944.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -665977.375000 Penalty: 4183.386230
	Iteration 36Q: 3 clusters Score -665977.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -666024.500000 Penalty: 4183.386230
	Iteration 37Q: 3 clusters Score -666024.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -666075.375000 Penalty: 4183.386230
	Iteration 38Q: 3 clusters Score -666075.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -666116.437500 Penalty: 4183.386230
	Iteration 39Q: 3 clusters Score -666116.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -666151.125000 Penalty: 4183.386230
	Iteration 40F: 3 clusters Score -666151.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -666202.562500 Penalty: 4183.386230
	Iteration 41Q: 3 clusters Score -666202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -666241.500000 Penalty: 4183.386230
	Iteration 42Q: 3 clusters Score -666241.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -666267.250000 Penalty: 4183.386230
	Iteration 43Q: 3 clusters Score -666267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -666278.062500 Penalty: 4183.386230
	Iteration 44Q: 3 clusters Score -666278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -666285.062500 Penalty: 4183.386230
	Iteration 45Q: 3 clusters Score -666285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -666295.250000 Penalty: 4183.386230
	Iteration 46Q: 3 clusters Score -666295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -666303.125000 Penalty: 4183.386230
	Iteration 47Q: 3 clusters Score -666303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -666308.000000 Penalty: 4183.386230
	Iteration 48Q: 3 clusters Score -666308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -666314.312500 Penalty: 4183.386230
	Iteration 49Q: 3 clusters Score -666314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -666315.437500 Penalty: 4183.386230
	Iteration 50Q: 3 clusters Score -666315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -666316.687500 Penalty: 4183.386230
	Iteration 51Q: 3 clusters Score -666316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -666319.125000 Penalty: 4183.386230
	Iteration 52Q: 3 clusters Score -666319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -666321.937500 Penalty: 4183.386230
	Iteration 53Q: 3 clusters Score -666321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -666322.875000 Penalty: 4183.386230
	Iteration 54Q: 3 clusters Score -666322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -666322.875000 Penalty: 4183.386230
	Iteration 55F: 3 clusters Score -666322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Entering Unmasked Estep 
Score: -3163445.250000 Penalty: 2468.707520
	Iteration 0F: 2 clusters Score -3163445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3148598.000000 Penalty: 4937.415039
	Iteration 0F: 3 clusters Score -3148598 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3153859.250000 Penalty: 4937.415039
	Iteration 1F: 3 clusters Score -3153859 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3154836.000000 Penalty: 4937.415039
	Iteration 2F: 3 clusters Score -3154836 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3155936.250000 Penalty: 4937.415039
	Iteration 3F: 3 clusters Score -3155936 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3156861.500000 Penalty: 4937.415039
	Iteration 4F: 3 clusters Score -3156862 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3157571.750000 Penalty: 4937.415039
	Iteration 5F: 3 clusters Score -3157572 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3158059.250000 Penalty: 4937.415039
	Iteration 6F: 3 clusters Score -3158059 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3158503.500000 Penalty: 4937.415039
	Iteration 7Q: 3 clusters Score -3158504 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3158812.250000 Penalty: 4937.415039
	Iteration 8Q: 3 clusters Score -3158812 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3159157.250000 Penalty: 4937.415039
	Iteration 9Q: 3 clusters Score -3159157 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3159514.000000 Penalty: 4937.415039
	Iteration 10Q: 3 clusters Score -3159514 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3159876.250000 Penalty: 4937.415039
	Iteration 11Q: 3 clusters Score -3159876 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3160259.500000 Penalty: 4937.415039
	Iteration 12Q: 3 clusters Score -3160260 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3160691.000000 Penalty: 4937.415039
	Iteration 13Q: 3 clusters Score -3160691 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3161077.250000 Penalty: 4937.415039
	Iteration 14Q: 3 clusters Score -3161077 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3161464.000000 Penalty: 4937.415039
	Iteration 15Q: 3 clusters Score -3161464 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3161836.500000 Penalty: 4937.415039
	Iteration 16Q: 3 clusters Score -3161836 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3162143.000000 Penalty: 4937.415039
	Iteration 17Q: 3 clusters Score -3162143 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3162418.250000 Penalty: 4937.415039
	Iteration 18Q: 3 clusters Score -3162418 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3162570.000000 Penalty: 4937.415039
	Iteration 19Q: 3 clusters Score -3162570 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3162681.250000 Penalty: 4937.415039
	Iteration 20F: 3 clusters Score -3162681 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3162760.500000 Penalty: 4937.415039
	Iteration 21Q: 3 clusters Score -3162760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3162805.500000 Penalty: 4937.415039
	Iteration 22Q: 3 clusters Score -3162806 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3162860.750000 Penalty: 4937.415039
	Iteration 23Q: 3 clusters Score -3162861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3162892.000000 Penalty: 4937.415039
	Iteration 24Q: 3 clusters Score -3162892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3162919.500000 Penalty: 4937.415039
	Iteration 25Q: 3 clusters Score -3162920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3162941.250000 Penalty: 4937.415039
	Iteration 26Q: 3 clusters Score -3162941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3162957.500000 Penalty: 4937.415039
	Iteration 27Q: 3 clusters Score -3162958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3162982.000000 Penalty: 4937.415039
	Iteration 28Q: 3 clusters Score -3162982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3162992.000000 Penalty: 4937.415039
	Iteration 29Q: 3 clusters Score -3162992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3163002.500000 Penalty: 4937.415039
	Iteration 30Q: 3 clusters Score -3163002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3163006.750000 Penalty: 4937.415039
	Iteration 31Q: 3 clusters Score -3163007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3163023.000000 Penalty: 4937.415039
	Iteration 32Q: 3 clusters Score -3163023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3163029.000000 Penalty: 4937.415039
	Iteration 33Q: 3 clusters Score -3163029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3163037.750000 Penalty: 4937.415039
	Iteration 34Q: 3 clusters Score -3163038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3163045.500000 Penalty: 4937.415039
	Iteration 35Q: 3 clusters Score -3163046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3163046.500000 Penalty: 4937.415039
	Iteration 36Q: 3 clusters Score -3163046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3163048.250000 Penalty: 4937.415039
	Iteration 37Q: 3 clusters Score -3163048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3163046.250000 Penalty: 4937.415039
	Iteration 38Q: 3 clusters Score -3163046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3163050.000000 Penalty: 4937.415039
	Iteration 39Q: 3 clusters Score -3163050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3163050.000000 Penalty: 4937.415039
	Iteration 40F: 3 clusters Score -3163050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -145107.843750 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -145107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143188.062500 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -143188.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143799.578125 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -143799.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -144091.375000 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -144091.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144453.546875 Penalty: 3471.260742
	Iteration 3F: 3 clusters Score -144453.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144702.765625 Penalty: 3471.260742
	Iteration 4F: 3 clusters Score -144702.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144845.875000 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -144845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -145010.578125 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -145010.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -145186.078125 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -145186.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145275.265625 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -145275.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145359.031250 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -145359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -145419.343750 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -145419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145469.203125 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -145469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145516.234375 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -145516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -145561.796875 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -145561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145594.843750 Penalty: 3471.260742
	Iteration 14Q: 3 clusters Score -145594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -145630.453125 Penalty: 3471.260742
	Iteration 15Q: 3 clusters Score -145630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145673.812500 Penalty: 3471.260742
	Iteration 16Q: 3 clusters Score -145673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145750.078125 Penalty: 3471.260742
	Iteration 17Q: 3 clusters Score -145750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145799.750000 Penalty: 3471.260742
	Iteration 18Q: 3 clusters Score -145799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145822.765625 Penalty: 3471.260742
	Iteration 19Q: 3 clusters Score -145822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145865.468750 Penalty: 3471.260742
	Iteration 20F: 3 clusters Score -145865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -146007.593750 Penalty: 3471.260742
	Iteration 21Q: 3 clusters Score -146007.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146691.968750 Penalty: 3471.260742
	Iteration 22Q: 3 clusters Score -146692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147496.609375 Penalty: 3471.260742
	Iteration 23Q: 3 clusters Score -147496.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -147701.250000 Penalty: 3471.260742
	Iteration 24Q: 3 clusters Score -147701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147935.203125 Penalty: 3471.260742
	Iteration 25Q: 3 clusters Score -147935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148032.515625 Penalty: 3471.260742
	Iteration 26Q: 3 clusters Score -148032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148087.437500 Penalty: 3471.260742
	Iteration 27Q: 3 clusters Score -148087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -148143.890625 Penalty: 3471.260742
	Iteration 28Q: 3 clusters Score -148143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148189.703125 Penalty: 3471.260742
	Iteration 29Q: 3 clusters Score -148189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148242.171875 Penalty: 3471.260742
	Iteration 30Q: 3 clusters Score -148242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -148291.453125 Penalty: 3471.260742
	Iteration 31Q: 3 clusters Score -148291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -148315.453125 Penalty: 3471.260742
	Iteration 32Q: 3 clusters Score -148315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148331.640625 Penalty: 3471.260742
	Iteration 33Q: 3 clusters Score -148331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148335.437500 Penalty: 3471.260742
	Iteration 34Q: 3 clusters Score -148335.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148336.843750 Penalty: 3471.260742
	Iteration 35Q: 3 clusters Score -148336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148339.750000 Penalty: 3471.260742
	Iteration 36F: 3 clusters Score -148339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -148342.312500 Penalty: 3471.260742
	Iteration 37Q: 3 clusters Score -148342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -148346.921875 Penalty: 3471.260742
	Iteration 38Q: 3 clusters Score -148346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -148349.312500 Penalty: 3471.260742
	Iteration 39Q: 3 clusters Score -148349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -148351.531250 Penalty: 3471.260742
	Iteration 40F: 3 clusters Score -148351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -148356.078125 Penalty: 3471.260742
	Iteration 41Q: 3 clusters Score -148356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -148362.500000 Penalty: 3471.260742
	Iteration 42Q: 3 clusters Score -148362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -148367.343750 Penalty: 3471.260742
	Iteration 43Q: 3 clusters Score -148367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -148403.000000 Penalty: 3471.260742
	Iteration 44Q: 3 clusters Score -148403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -148439.640625 Penalty: 3471.260742
	Iteration 45Q: 3 clusters Score -148439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -148458.953125 Penalty: 3471.260742
	Iteration 46Q: 3 clusters Score -148459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -148488.015625 Penalty: 3471.260742
	Iteration 47Q: 3 clusters Score -148488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -148497.093750 Penalty: 3471.260742
	Iteration 48Q: 3 clusters Score -148497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148504.890625 Penalty: 3471.260742
	Iteration 49Q: 3 clusters Score -148504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -148510.953125 Penalty: 3471.260742
	Iteration 50Q: 3 clusters Score -148511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148516.125000 Penalty: 3471.260742
	Iteration 51Q: 3 clusters Score -148516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148518.171875 Penalty: 3471.260742
	Iteration 52Q: 3 clusters Score -148518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148526.250000 Penalty: 3471.260742
	Iteration 53F: 3 clusters Score -148526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -148561.093750 Penalty: 3471.260742
	Iteration 54Q: 3 clusters Score -148561.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148633.281250 Penalty: 3471.260742
	Iteration 55Q: 3 clusters Score -148633.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -148714.625000 Penalty: 3471.260742
	Iteration 56Q: 3 clusters Score -148714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -148781.046875 Penalty: 3471.260742
	Iteration 57Q: 3 clusters Score -148781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -148869.812500 Penalty: 3471.260742
	Iteration 58Q: 3 clusters Score -148869.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -148993.515625 Penalty: 3471.260742
	Iteration 59Q: 3 clusters Score -148993.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -149155.000000 Penalty: 3471.260742
	Iteration 60F: 3 clusters Score -149155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -149763.718750 Penalty: 3471.260742
	Iteration 61Q: 3 clusters Score -149763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -149763.718750 Penalty: 3471.260742
	Iteration 62F: 3 clusters Score -149763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 843 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 333 members 
Entering Unmasked Estep 
Score: -104164888.000000 Penalty: 116792.445312
Splitting cluster 8 changes total score from -104161704.000000 to -104164888.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -72891.945312 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -72891.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71354.367188 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -71354.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71539.898438 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -71539.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71619.062500 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -71619.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71635.796875 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -71635.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71665.148438 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -71665.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71682.234375 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -71682.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71698.671875 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -71698.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71705.515625 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -71705.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71710.132812 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -71710.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71713.875000 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -71713.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71713.875000 Penalty: 3090.318848
	Iteration 10F: 3 clusters Score -71713.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -15520.789062 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -15520.79 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 74 members 
Entering Unmasked Estep 
Score: -14624.614258 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -14624.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14680.818359 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -14680.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14709.416992 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -14709.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14718.181641 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -14718.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14718.181641 Penalty: 2447.499023
	Iteration 4F: 3 clusters Score -14718.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -290499.718750 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -290499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287840.875000 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -287840.9 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -288445.468750 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -288445.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288655.218750 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -288655.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -288848.656250 Penalty: 3789.262451
	Iteration 3F: 3 clusters Score -288848.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289075.656250 Penalty: 3789.262451
	Iteration 4F: 3 clusters Score -289075.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289242.281250 Penalty: 3789.262451
	Iteration 5F: 3 clusters Score -289242.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -289324.156250 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -289324.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -289411.375000 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -289411.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -289501.281250 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -289501.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289550.125000 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -289550.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289578.343750 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -289578.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289590.218750 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -289590.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -289599.593750 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -289599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289606.156250 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -289606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289613.843750 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -289613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -289625.125000 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -289625.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -289639.656250 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -289639.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -289659.812500 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -289659.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289686.750000 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -289686.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -289708.343750 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -289708.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -289728.562500 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -289728.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289751.250000 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -289751.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -289770.000000 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -289770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -289787.000000 Penalty: 3789.262451
	Iteration 23Q: 3 clusters Score -289787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -289801.906250 Penalty: 3789.262451
	Iteration 24Q: 3 clusters Score -289801.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289812.187500 Penalty: 3789.262451
	Iteration 25Q: 3 clusters Score -289812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -289826.250000 Penalty: 3789.262451
	Iteration 26Q: 3 clusters Score -289826.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289841.843750 Penalty: 3789.262451
	Iteration 27Q: 3 clusters Score -289841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -289861.500000 Penalty: 3789.262451
	Iteration 28Q: 3 clusters Score -289861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -289883.031250 Penalty: 3789.262451
	Iteration 29Q: 3 clusters Score -289883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289896.593750 Penalty: 3789.262451
	Iteration 30Q: 3 clusters Score -289896.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -289912.531250 Penalty: 3789.262451
	Iteration 31Q: 3 clusters Score -289912.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -289928.156250 Penalty: 3789.262451
	Iteration 32Q: 3 clusters Score -289928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -289936.812500 Penalty: 3789.262451
	Iteration 33Q: 3 clusters Score -289936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -289945.593750 Penalty: 3789.262451
	Iteration 34Q: 3 clusters Score -289945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -289954.062500 Penalty: 3789.262451
	Iteration 35Q: 3 clusters Score -289954.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -289960.906250 Penalty: 3789.262451
	Iteration 36Q: 3 clusters Score -289960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -289967.156250 Penalty: 3789.262451
	Iteration 37Q: 3 clusters Score -289967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -289969.562500 Penalty: 3789.262451
	Iteration 38Q: 3 clusters Score -289969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -289973.000000 Penalty: 3789.262451
	Iteration 39Q: 3 clusters Score -289973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -289978.250000 Penalty: 3789.262451
	Iteration 40F: 3 clusters Score -289978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289983.218750 Penalty: 3789.262451
	Iteration 41Q: 3 clusters Score -289983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -289986.750000 Penalty: 3789.262451
	Iteration 42Q: 3 clusters Score -289986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -289990.250000 Penalty: 3789.262451
	Iteration 43Q: 3 clusters Score -289990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289993.281250 Penalty: 3789.262451
	Iteration 44Q: 3 clusters Score -289993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289994.687500 Penalty: 3789.262451
	Iteration 45Q: 3 clusters Score -289994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289994.687500 Penalty: 3789.262451
	Iteration 46F: 3 clusters Score -289994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -459972.593750 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -459972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -456648.875000 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -456648.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -457366.125000 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -457366.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -457601.656250 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -457601.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -457772.687500 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -457772.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -457877.781250 Penalty: 3989.019775
	Iteration 4Q: 3 clusters Score -457877.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -457961.437500 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -457961.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -458043.343750 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -458043.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -458122.000000 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -458122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -458176.937500 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -458176.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -458231.875000 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -458231.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -458277.156250 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -458277.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -458324.562500 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -458324.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -458367.187500 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -458367.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -458395.593750 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -458395.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -458427.062500 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -458427.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -458450.093750 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -458450.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -458470.062500 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -458470.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -458489.000000 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -458489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -458507.156250 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -458507.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -458531.281250 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -458531.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -458557.968750 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -458558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -458580.781250 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -458580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -458605.718750 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -458605.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -458630.500000 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -458630.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -458644.375000 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -458644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -458650.812500 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -458650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -458658.531250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -458658.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -458665.781250 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -458665.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -458671.468750 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -458671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -458675.000000 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -458675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -458679.062500 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -458679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -458684.406250 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -458684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458687.781250 Penalty: 3989.019775
	Iteration 32Q: 3 clusters Score -458687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -458693.156250 Penalty: 3989.019775
	Iteration 33Q: 3 clusters Score -458693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -458699.062500 Penalty: 3989.019775
	Iteration 34Q: 3 clusters Score -458699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -458705.531250 Penalty: 3989.019775
	Iteration 35Q: 3 clusters Score -458705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -458710.500000 Penalty: 3989.019775
	Iteration 36Q: 3 clusters Score -458710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -458719.250000 Penalty: 3989.019775
	Iteration 37Q: 3 clusters Score -458719.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -458729.781250 Penalty: 3989.019775
	Iteration 38Q: 3 clusters Score -458729.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -458737.031250 Penalty: 3989.019775
	Iteration 39Q: 3 clusters Score -458737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -458740.093750 Penalty: 3989.019775
	Iteration 40F: 3 clusters Score -458740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -458743.500000 Penalty: 3989.019775
	Iteration 41Q: 3 clusters Score -458743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -458747.656250 Penalty: 3989.019775
	Iteration 42Q: 3 clusters Score -458747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -458750.937500 Penalty: 3989.019775
	Iteration 43Q: 3 clusters Score -458750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -458753.062500 Penalty: 3989.019775
	Iteration 44Q: 3 clusters Score -458753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -458759.312500 Penalty: 3989.019775
	Iteration 45Q: 3 clusters Score -458759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -458765.250000 Penalty: 3989.019775
	Iteration 46Q: 3 clusters Score -458765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458773.312500 Penalty: 3989.019775
	Iteration 47Q: 3 clusters Score -458773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -458778.406250 Penalty: 3989.019775
	Iteration 48Q: 3 clusters Score -458778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -458781.406250 Penalty: 3989.019775
	Iteration 49Q: 3 clusters Score -458781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -458781.406250 Penalty: 3989.019775
	Iteration 50F: 3 clusters Score -458781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Entering Unmasked Estep 
Score: -1720445.250000 Penalty: 2316.724609
	Iteration 0F: 2 clusters Score -1720445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1711907.000000 Penalty: 4633.449219
	Iteration 0F: 3 clusters Score -1711907 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1714505.625000 Penalty: 4633.449219
	Iteration 1F: 3 clusters Score -1714506 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1714921.875000 Penalty: 4633.449219
	Iteration 2F: 3 clusters Score -1714922 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1715302.375000 Penalty: 4633.449219
	Iteration 3F: 3 clusters Score -1715302 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1715710.625000 Penalty: 4633.449219
	Iteration 4F: 3 clusters Score -1715711 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1716098.375000 Penalty: 4633.449219
	Iteration 5F: 3 clusters Score -1716098 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1716482.875000 Penalty: 4633.449219
	Iteration 6F: 3 clusters Score -1716483 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1716877.750000 Penalty: 4633.449219
	Iteration 7F: 3 clusters Score -1716878 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1717237.500000 Penalty: 4633.449219
	Iteration 8Q: 3 clusters Score -1717238 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1717522.875000 Penalty: 4633.449219
	Iteration 9Q: 3 clusters Score -1717523 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1717725.250000 Penalty: 4633.449219
	Iteration 10Q: 3 clusters Score -1717725 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1717894.375000 Penalty: 4633.449219
	Iteration 11Q: 3 clusters Score -1717894 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1718027.375000 Penalty: 4633.449219
	Iteration 12Q: 3 clusters Score -1718027 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1718125.500000 Penalty: 4633.449219
	Iteration 13Q: 3 clusters Score -1718126 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1718213.750000 Penalty: 4633.449219
	Iteration 14Q: 3 clusters Score -1718214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1718286.375000 Penalty: 4633.449219
	Iteration 15Q: 3 clusters Score -1718286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1718357.625000 Penalty: 4633.449219
	Iteration 16Q: 3 clusters Score -1718358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1718419.500000 Penalty: 4633.449219
	Iteration 17Q: 3 clusters Score -1718420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1718463.875000 Penalty: 4633.449219
	Iteration 18Q: 3 clusters Score -1718464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1718505.750000 Penalty: 4633.449219
	Iteration 19Q: 3 clusters Score -1718506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1718538.250000 Penalty: 4633.449219
	Iteration 20F: 3 clusters Score -1718538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1718563.375000 Penalty: 4633.449219
	Iteration 21Q: 3 clusters Score -1718563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1718591.500000 Penalty: 4633.449219
	Iteration 22Q: 3 clusters Score -1718592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1718610.250000 Penalty: 4633.449219
	Iteration 23Q: 3 clusters Score -1718610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1718622.875000 Penalty: 4633.449219
	Iteration 24Q: 3 clusters Score -1718623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1718634.500000 Penalty: 4633.449219
	Iteration 25Q: 3 clusters Score -1718634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1718637.125000 Penalty: 4633.449219
	Iteration 26Q: 3 clusters Score -1718637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1718640.125000 Penalty: 4633.449219
	Iteration 27Q: 3 clusters Score -1718640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1718641.125000 Penalty: 4633.449219
	Iteration 28Q: 3 clusters Score -1718641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1718640.125000 Penalty: 4633.449219
	Iteration 29Q: 3 clusters Score -1718640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1718643.125000 Penalty: 4633.449219
	Iteration 30Q: 3 clusters Score -1718643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1718643.750000 Penalty: 4633.449219
	Iteration 31Q: 3 clusters Score -1718644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1718645.000000 Penalty: 4633.449219
	Iteration 32Q: 3 clusters Score -1718645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1718649.125000 Penalty: 4633.449219
	Iteration 33Q: 3 clusters Score -1718649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1718649.000000 Penalty: 4633.449219
	Iteration 34Q: 3 clusters Score -1718649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1718649.000000 Penalty: 4633.449219
	Iteration 35F: 3 clusters Score -1718649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -505639.562500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -505639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -502114.250000 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -502114.2 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -502818.218750 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -502818.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -503002.562500 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -503002.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -503108.875000 Penalty: 4030.019287
	Iteration 3Q: 3 clusters Score -503108.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -503191.437500 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -503191.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -503259.531250 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -503259.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -503307.656250 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -503307.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -503342.875000 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -503342.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -503366.343750 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -503366.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -503387.250000 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -503387.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -503402.000000 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -503402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -503417.250000 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -503417.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -503432.656250 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -503432.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -503446.312500 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -503446.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -503458.375000 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -503458.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -503475.593750 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -503475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -503495.125000 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -503495.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -503515.750000 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -503515.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -503544.156250 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -503544.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -503563.781250 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -503563.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -503579.093750 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -503579.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -503592.281250 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -503592.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -503601.062500 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -503601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -503607.250000 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -503607.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -503615.312500 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -503615.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -503620.812500 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -503620.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -503628.937500 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -503628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -503637.093750 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -503637.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -503650.218750 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -503650.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -503663.875000 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -503663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -503678.937500 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -503678.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -503688.156250 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -503688.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -503696.312500 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -503696.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -503704.062500 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -503704.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -503715.125000 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -503715.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -503726.187500 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -503726.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -503735.906250 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -503735.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -503746.656250 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -503746.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -503755.750000 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -503755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -503766.437500 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -503766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -503776.062500 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -503776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -503783.468750 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -503783.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -503799.750000 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -503799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -503810.531250 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -503810.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -503819.750000 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -503819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -503828.781250 Penalty: 4030.019287
	Iteration 45Q: 3 clusters Score -503828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -503837.125000 Penalty: 4030.019287
	Iteration 46Q: 3 clusters Score -503837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -503845.031250 Penalty: 4030.019287
	Iteration 47Q: 3 clusters Score -503845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -503851.437500 Penalty: 4030.019287
	Iteration 48Q: 3 clusters Score -503851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -503854.625000 Penalty: 4030.019287
	Iteration 49Q: 3 clusters Score -503854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -503860.687500 Penalty: 4030.019287
	Iteration 50Q: 3 clusters Score -503860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -503867.375000 Penalty: 4030.019287
	Iteration 51Q: 3 clusters Score -503867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -503874.156250 Penalty: 4030.019287
	Iteration 52Q: 3 clusters Score -503874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -503879.781250 Penalty: 4030.019287
	Iteration 53Q: 3 clusters Score -503879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -503884.093750 Penalty: 4030.019287
	Iteration 54Q: 3 clusters Score -503884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -503888.812500 Penalty: 4030.019287
	Iteration 55Q: 3 clusters Score -503888.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -503893.250000 Penalty: 4030.019287
	Iteration 56Q: 3 clusters Score -503893.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -503896.187500 Penalty: 4030.019287
	Iteration 57Q: 3 clusters Score -503896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -503901.156250 Penalty: 4030.019287
	Iteration 58Q: 3 clusters Score -503901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -503906.718750 Penalty: 4030.019287
	Iteration 59Q: 3 clusters Score -503906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -503912.093750 Penalty: 4030.019287
	Iteration 60F: 3 clusters Score -503912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -503920.343750 Penalty: 4030.019287
	Iteration 61Q: 3 clusters Score -503920.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -503933.781250 Penalty: 4030.019287
	Iteration 62Q: 3 clusters Score -503933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -503950.562500 Penalty: 4030.019287
	Iteration 63Q: 3 clusters Score -503950.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -503971.062500 Penalty: 4030.019287
	Iteration 64Q: 3 clusters Score -503971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -503999.968750 Penalty: 4030.019287
	Iteration 65Q: 3 clusters Score -504000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -504025.093750 Penalty: 4030.019287
	Iteration 66Q: 3 clusters Score -504025.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -504056.968750 Penalty: 4030.019287
	Iteration 67Q: 3 clusters Score -504057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -504087.906250 Penalty: 4030.019287
	Iteration 68Q: 3 clusters Score -504087.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -504130.250000 Penalty: 4030.019287
	Iteration 69Q: 3 clusters Score -504130.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -504191.531250 Penalty: 4030.019287
	Iteration 70Q: 3 clusters Score -504191.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -504272.281250 Penalty: 4030.019287
	Iteration 71Q: 3 clusters Score -504272.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -504339.687500 Penalty: 4030.019287
	Iteration 72Q: 3 clusters Score -504339.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -504385.937500 Penalty: 4030.019287
	Iteration 73Q: 3 clusters Score -504385.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -504430.968750 Penalty: 4030.019287
	Iteration 74Q: 3 clusters Score -504431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -504477.843750 Penalty: 4030.019287
	Iteration 75Q: 3 clusters Score -504477.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -504516.750000 Penalty: 4030.019287
	Iteration 76Q: 3 clusters Score -504516.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -504550.218750 Penalty: 4030.019287
	Iteration 77Q: 3 clusters Score -504550.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -504575.718750 Penalty: 4030.019287
	Iteration 78Q: 3 clusters Score -504575.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -504598.218750 Penalty: 4030.019287
	Iteration 79Q: 3 clusters Score -504598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -504612.562500 Penalty: 4030.019287
	Iteration 80F: 3 clusters Score -504612.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -504627.312500 Penalty: 4030.019287
	Iteration 81Q: 3 clusters Score -504627.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -504638.593750 Penalty: 4030.019287
	Iteration 82Q: 3 clusters Score -504638.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -504649.312500 Penalty: 4030.019287
	Iteration 83Q: 3 clusters Score -504649.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -504656.718750 Penalty: 4030.019287
	Iteration 84Q: 3 clusters Score -504656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -504661.031250 Penalty: 4030.019287
	Iteration 85Q: 3 clusters Score -504661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -504671.468750 Penalty: 4030.019287
	Iteration 86Q: 3 clusters Score -504671.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -504677.937500 Penalty: 4030.019287
	Iteration 87Q: 3 clusters Score -504677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -504680.156250 Penalty: 4030.019287
	Iteration 88Q: 3 clusters Score -504680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -504682.781250 Penalty: 4030.019287
	Iteration 89Q: 3 clusters Score -504682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -504683.531250 Penalty: 4030.019287
	Iteration 90Q: 3 clusters Score -504683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -504684.593750 Penalty: 4030.019287
	Iteration 91Q: 3 clusters Score -504684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -504686.562500 Penalty: 4030.019287
	Iteration 92Q: 3 clusters Score -504686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -504690.125000 Penalty: 4030.019287
	Iteration 93Q: 3 clusters Score -504690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -504691.000000 Penalty: 4030.019287
	Iteration 94Q: 3 clusters Score -504691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -504694.343750 Penalty: 4030.019287
	Iteration 95Q: 3 clusters Score -504694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -504695.656250 Penalty: 4030.019287
	Iteration 96Q: 3 clusters Score -504695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -504698.468750 Penalty: 4030.019287
	Iteration 97Q: 3 clusters Score -504698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -504701.875000 Penalty: 4030.019287
	Iteration 98Q: 3 clusters Score -504701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -504704.906250 Penalty: 4030.019287
	Iteration 99Q: 3 clusters Score -504704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -504709.125000 Penalty: 4030.019287
	Iteration 100F: 3 clusters Score -504709.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -504716.281250 Penalty: 4030.019287
	Iteration 101Q: 3 clusters Score -504716.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -504720.218750 Penalty: 4030.019287
	Iteration 102Q: 3 clusters Score -504720.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -504726.093750 Penalty: 4030.019287
	Iteration 103Q: 3 clusters Score -504726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -504729.968750 Penalty: 4030.019287
	Iteration 104Q: 3 clusters Score -504730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -504731.968750 Penalty: 4030.019287
	Iteration 105Q: 3 clusters Score -504732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -504735.000000 Penalty: 4030.019287
	Iteration 106Q: 3 clusters Score -504735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -504739.062500 Penalty: 4030.019287
	Iteration 107Q: 3 clusters Score -504739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -504741.812500 Penalty: 4030.019287
	Iteration 108Q: 3 clusters Score -504741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -504747.843750 Penalty: 4030.019287
	Iteration 109Q: 3 clusters Score -504747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -504756.062500 Penalty: 4030.019287
	Iteration 110Q: 3 clusters Score -504756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -504758.968750 Penalty: 4030.019287
	Iteration 111Q: 3 clusters Score -504759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -504760.656250 Penalty: 4030.019287
	Iteration 112Q: 3 clusters Score -504760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -504762.531250 Penalty: 4030.019287
	Iteration 113Q: 3 clusters Score -504762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504762.625000 Penalty: 4030.019287
	Iteration 114Q: 3 clusters Score -504762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -504763.937500 Penalty: 4030.019287
	Iteration 115Q: 3 clusters Score -504763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504763.531250 Penalty: 4030.019287
	Iteration 116Q: 3 clusters Score -504763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504764.781250 Penalty: 4030.019287
	Iteration 117Q: 3 clusters Score -504764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504764.500000 Penalty: 4030.019287
	Iteration 118Q: 3 clusters Score -504764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -504764.500000 Penalty: 4030.019287
	Iteration 119F: 3 clusters Score -504764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Entering Unmasked Estep 
Score: -1882329.250000 Penalty: 2355.930664
	Iteration 0F: 2 clusters Score -1882329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1872619.750000 Penalty: 4711.861328
	Iteration 0F: 3 clusters Score -1872620 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1875828.500000 Penalty: 4711.861328
	Iteration 1F: 3 clusters Score -1875828 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1876314.125000 Penalty: 4711.861328
	Iteration 2F: 3 clusters Score -1876314 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1876724.375000 Penalty: 4711.861328
	Iteration 3F: 3 clusters Score -1876724 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1877062.250000 Penalty: 4711.861328
	Iteration 4F: 3 clusters Score -1877062 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1877376.250000 Penalty: 4711.861328
	Iteration 5Q: 3 clusters Score -1877376 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1877685.125000 Penalty: 4711.861328
	Iteration 6Q: 3 clusters Score -1877685 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1878032.750000 Penalty: 4711.861328
	Iteration 7Q: 3 clusters Score -1878033 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1878390.625000 Penalty: 4711.861328
	Iteration 8Q: 3 clusters Score -1878391 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1878748.625000 Penalty: 4711.861328
	Iteration 9Q: 3 clusters Score -1878749 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1879049.625000 Penalty: 4711.861328
	Iteration 10Q: 3 clusters Score -1879050 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1879271.750000 Penalty: 4711.861328
	Iteration 11Q: 3 clusters Score -1879272 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1879480.125000 Penalty: 4711.861328
	Iteration 12Q: 3 clusters Score -1879480 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1879633.000000 Penalty: 4711.861328
	Iteration 13Q: 3 clusters Score -1879633 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1879739.500000 Penalty: 4711.861328
	Iteration 14Q: 3 clusters Score -1879740 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1879837.500000 Penalty: 4711.861328
	Iteration 15Q: 3 clusters Score -1879838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1879898.500000 Penalty: 4711.861328
	Iteration 16Q: 3 clusters Score -1879898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1879935.250000 Penalty: 4711.861328
	Iteration 17Q: 3 clusters Score -1879935 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1879956.875000 Penalty: 4711.861328
	Iteration 18Q: 3 clusters Score -1879957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1879972.125000 Penalty: 4711.861328
	Iteration 19Q: 3 clusters Score -1879972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1879987.250000 Penalty: 4711.861328
	Iteration 20F: 3 clusters Score -1879987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1880001.375000 Penalty: 4711.861328
	Iteration 21Q: 3 clusters Score -1880001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1880009.875000 Penalty: 4711.861328
	Iteration 22Q: 3 clusters Score -1880010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1880013.000000 Penalty: 4711.861328
	Iteration 23Q: 3 clusters Score -1880013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1880020.500000 Penalty: 4711.861328
	Iteration 24Q: 3 clusters Score -1880020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1880030.625000 Penalty: 4711.861328
	Iteration 25Q: 3 clusters Score -1880031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1880031.250000 Penalty: 4711.861328
	Iteration 26Q: 3 clusters Score -1880031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1880034.250000 Penalty: 4711.861328
	Iteration 27Q: 3 clusters Score -1880034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1880028.125000 Penalty: 4711.861328
	Iteration 28Q: 3 clusters Score -1880028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1880031.000000 Penalty: 4711.861328
	Iteration 29Q: 3 clusters Score -1880031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1880038.750000 Penalty: 4711.861328
	Iteration 30Q: 3 clusters Score -1880039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1880035.875000 Penalty: 4711.861328
	Iteration 31Q: 3 clusters Score -1880036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1880037.750000 Penalty: 4711.861328
	Iteration 32Q: 3 clusters Score -1880038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1880045.750000 Penalty: 4711.861328
	Iteration 33Q: 3 clusters Score -1880046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1880049.875000 Penalty: 4711.861328
	Iteration 34Q: 3 clusters Score -1880050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1880053.125000 Penalty: 4711.861328
	Iteration 35Q: 3 clusters Score -1880053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1880055.625000 Penalty: 4711.861328
	Iteration 36Q: 3 clusters Score -1880056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1880056.250000 Penalty: 4711.861328
	Iteration 37Q: 3 clusters Score -1880056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1880057.000000 Penalty: 4711.861328
	Iteration 38Q: 3 clusters Score -1880057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1880056.375000 Penalty: 4711.861328
	Iteration 39Q: 3 clusters Score -1880056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1880061.875000 Penalty: 4711.861328
	Iteration 40F: 3 clusters Score -1880062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1880062.750000 Penalty: 4711.861328
	Iteration 41Q: 3 clusters Score -1880063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1880068.125000 Penalty: 4711.861328
	Iteration 42Q: 3 clusters Score -1880068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1880070.250000 Penalty: 4711.861328
	Iteration 43Q: 3 clusters Score -1880070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1880070.250000 Penalty: 4711.861328
	Iteration 44F: 3 clusters Score -1880070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -2406509.750000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -2406510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2395108.250000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -2395108 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2398639.500000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -2398640 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2399121.250000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -2399121 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2399578.250000 Penalty: 4795.870117
	Iteration 3F: 3 clusters Score -2399578 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2400013.000000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -2400013 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2400443.500000 Penalty: 4795.870117
	Iteration 5Q: 3 clusters Score -2400444 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2400890.250000 Penalty: 4795.870117
	Iteration 6Q: 3 clusters Score -2400890 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2401382.500000 Penalty: 4795.870117
	Iteration 7F: 3 clusters Score -2401382 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2401987.250000 Penalty: 4795.870117
	Iteration 8F: 3 clusters Score -2401987 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2402664.750000 Penalty: 4795.870117
	Iteration 9F: 3 clusters Score -2402665 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2403422.750000 Penalty: 4795.870117
	Iteration 10F: 3 clusters Score -2403423 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2404096.500000 Penalty: 4795.870117
	Iteration 11F: 3 clusters Score -2404096 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2404655.500000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -2404656 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2405188.750000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -2405189 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2405586.000000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -2405586 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2405783.250000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -2405783 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2405859.250000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -2405859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2405897.250000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -2405897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2405927.750000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -2405928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2405953.750000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -2405954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2405976.750000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -2405977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2405990.750000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -2405991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2405994.750000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -2405995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2406010.500000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -2406010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2406009.750000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -2406010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2406017.500000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -2406018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2406021.250000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -2406021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2406019.750000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -2406020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2406021.250000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -2406021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2406022.000000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -2406022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2406025.000000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -2406025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2406026.750000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -2406027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2406029.500000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -2406030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2406027.750000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -2406028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2406038.750000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -2406039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2406037.500000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -2406038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2406038.250000 Penalty: 4795.870117
	Iteration 36Q: 3 clusters Score -2406038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2406036.000000 Penalty: 4795.870117
	Iteration 37Q: 3 clusters Score -2406036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2406039.250000 Penalty: 4795.870117
	Iteration 38Q: 3 clusters Score -2406039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2406040.000000 Penalty: 4795.870117
	Iteration 39Q: 3 clusters Score -2406040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2406036.250000 Penalty: 4795.870117
	Iteration 40F: 3 clusters Score -2406036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2406040.250000 Penalty: 4795.870117
	Iteration 41Q: 3 clusters Score -2406040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2406043.000000 Penalty: 4795.870117
	Iteration 42Q: 3 clusters Score -2406043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2406040.500000 Penalty: 4795.870117
	Iteration 43Q: 3 clusters Score -2406040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2406046.500000 Penalty: 4795.870117
	Iteration 44Q: 3 clusters Score -2406046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2406045.500000 Penalty: 4795.870117
	Iteration 45Q: 3 clusters Score -2406046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2406042.750000 Penalty: 4795.870117
	Iteration 46Q: 3 clusters Score -2406043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2406044.750000 Penalty: 4795.870117
	Iteration 47Q: 3 clusters Score -2406045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2406046.500000 Penalty: 4795.870117
	Iteration 48Q: 3 clusters Score -2406046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2406046.250000 Penalty: 4795.870117
	Iteration 49Q: 3 clusters Score -2406046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2406046.250000 Penalty: 4795.870117
	Iteration 50F: 3 clusters Score -2406046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -95954.804688 Penalty: 1670.767822
	Iteration 0F: 2 clusters Score -95954.8 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 444 members 
Entering Unmasked Estep 
Score: -94284.460938 Penalty: 3341.535645
	Iteration 0F: 3 clusters Score -94284.46 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95150.023438 Penalty: 3341.535645
	Iteration 1F: 3 clusters Score -95150.02 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -95709.507812 Penalty: 3341.535645
	Iteration 2F: 3 clusters Score -95709.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -95896.390625 Penalty: 3341.535645
	Iteration 3F: 3 clusters Score -95896.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -95997.640625 Penalty: 3341.535645
	Iteration 4Q: 3 clusters Score -95997.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96031.773438 Penalty: 3341.535645
	Iteration 5Q: 3 clusters Score -96031.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96052.796875 Penalty: 3341.535645
	Iteration 6Q: 3 clusters Score -96052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -96073.765625 Penalty: 3341.535645
	Iteration 7Q: 3 clusters Score -96073.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96083.304688 Penalty: 3341.535645
	Iteration 8Q: 3 clusters Score -96083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96112.046875 Penalty: 3341.535645
	Iteration 9Q: 3 clusters Score -96112.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96135.234375 Penalty: 3341.535645
	Iteration 10Q: 3 clusters Score -96135.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96157.148438 Penalty: 3341.535645
	Iteration 11Q: 3 clusters Score -96157.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -96163.664062 Penalty: 3341.535645
	Iteration 12Q: 3 clusters Score -96163.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -96167.070312 Penalty: 3341.535645
	Iteration 13Q: 3 clusters Score -96167.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96167.898438 Penalty: 3341.535645
	Iteration 14Q: 3 clusters Score -96167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96167.898438 Penalty: 3341.535645
	Iteration 15F: 3 clusters Score -96167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 1050 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Entering Unmasked Estep 
Score: -104163400.000000 Penalty: 120129.375000
Splitting cluster 17 changes total score from -104161704.000000 to -104163400.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (112799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Entering Unmasked Estep 
Score: -17391528.000000 Penalty: 2885.073975
	Iteration 0F: 2 clusters Score -1.739153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -17320748.000000 Penalty: 5770.147949
	Iteration 0F: 3 clusters Score -1.732075e+07 nChanged 53300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -17351748.000000 Penalty: 5770.147949
	Iteration 1F: 3 clusters Score -1.735175e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -17352796.000000 Penalty: 5770.147949
	Iteration 2Q: 3 clusters Score -1.73528e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -17354224.000000 Penalty: 5770.147949
	Iteration 3Q: 3 clusters Score -1.735422e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -17355964.000000 Penalty: 5770.147949
	Iteration 4Q: 3 clusters Score -1.735596e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -17358252.000000 Penalty: 5770.147949
	Iteration 5Q: 3 clusters Score -1.735825e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -17361542.000000 Penalty: 5770.147949
	Iteration 6F: 3 clusters Score -1.736154e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -17365864.000000 Penalty: 5770.147949
	Iteration 7F: 3 clusters Score -1.736586e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -17370968.000000 Penalty: 5770.147949
	Iteration 8F: 3 clusters Score -1.737097e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -17375700.000000 Penalty: 5770.147949
	Iteration 9F: 3 clusters Score -1.73757e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -17378758.000000 Penalty: 5770.147949
	Iteration 10Q: 3 clusters Score -1.737876e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -17380072.000000 Penalty: 5770.147949
	Iteration 11Q: 3 clusters Score -1.738007e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -17380716.000000 Penalty: 5770.147949
	Iteration 12Q: 3 clusters Score -1.738072e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -17381150.000000 Penalty: 5770.147949
	Iteration 13Q: 3 clusters Score -1.738115e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -17381494.000000 Penalty: 5770.147949
	Iteration 14Q: 3 clusters Score -1.738149e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -17381928.000000 Penalty: 5770.147949
	Iteration 15Q: 3 clusters Score -1.738193e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -17382280.000000 Penalty: 5770.147949
	Iteration 16Q: 3 clusters Score -1.738228e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -17382648.000000 Penalty: 5770.147949
	Iteration 17Q: 3 clusters Score -1.738265e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -17383020.000000 Penalty: 5770.147949
	Iteration 18Q: 3 clusters Score -1.738302e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81271 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -17383392.000000 Penalty: 5770.147949
	Iteration 19Q: 3 clusters Score -1.738339e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -17383910.000000 Penalty: 5770.147949
	Iteration 20F: 3 clusters Score -1.738391e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84110 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -17384354.000000 Penalty: 5770.147949
	Iteration 21Q: 3 clusters Score -1.738435e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -17384810.000000 Penalty: 5770.147949
	Iteration 22Q: 3 clusters Score -1.738481e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -17385232.000000 Penalty: 5770.147949
	Iteration 23Q: 3 clusters Score -1.738523e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -17385656.000000 Penalty: 5770.147949
	Iteration 24Q: 3 clusters Score -1.738566e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -17386052.000000 Penalty: 5770.147949
	Iteration 25Q: 3 clusters Score -1.738605e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -17386626.000000 Penalty: 5770.147949
	Iteration 26Q: 3 clusters Score -1.738663e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -17387082.000000 Penalty: 5770.147949
	Iteration 27Q: 3 clusters Score -1.738708e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -17387602.000000 Penalty: 5770.147949
	Iteration 28Q: 3 clusters Score -1.73876e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95296 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -17388000.000000 Penalty: 5770.147949
	Iteration 29Q: 3 clusters Score -1.7388e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -17388402.000000 Penalty: 5770.147949
	Iteration 30Q: 3 clusters Score -1.73884e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -17388696.000000 Penalty: 5770.147949
	Iteration 31Q: 3 clusters Score -1.73887e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -17388924.000000 Penalty: 5770.147949
	Iteration 32Q: 3 clusters Score -1.738892e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -17389114.000000 Penalty: 5770.147949
	Iteration 33Q: 3 clusters Score -1.738911e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102791 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -17389358.000000 Penalty: 5770.147949
	Iteration 34Q: 3 clusters Score -1.738936e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104121 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -17389546.000000 Penalty: 5770.147949
	Iteration 35Q: 3 clusters Score -1.738955e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -17389656.000000 Penalty: 5770.147949
	Iteration 36Q: 3 clusters Score -1.738966e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -17389656.000000 Penalty: 5770.147949
	Iteration 37Q: 3 clusters Score -1.738966e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -17389702.000000 Penalty: 5770.147949
	Iteration 38Q: 3 clusters Score -1.73897e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -17389728.000000 Penalty: 5770.147949
	Iteration 39Q: 3 clusters Score -1.738973e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -17389854.000000 Penalty: 5770.147949
	Iteration 40F: 3 clusters Score -1.738985e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108599 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -17389972.000000 Penalty: 5770.147949
	Iteration 41Q: 3 clusters Score -1.738997e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -17390022.000000 Penalty: 5770.147949
	Iteration 42Q: 3 clusters Score -1.739002e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17390074.000000 Penalty: 5770.147949
	Iteration 43Q: 3 clusters Score -1.739007e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -17390094.000000 Penalty: 5770.147949
	Iteration 44Q: 3 clusters Score -1.739009e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -17390100.000000 Penalty: 5770.147949
	Iteration 45Q: 3 clusters Score -1.73901e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -17390106.000000 Penalty: 5770.147949
	Iteration 46Q: 3 clusters Score -1.739011e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -17390088.000000 Penalty: 5770.147949
	Iteration 47Q: 3 clusters Score -1.739009e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110090 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -17390070.000000 Penalty: 5770.147949
	Iteration 48Q: 3 clusters Score -1.739007e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -17390084.000000 Penalty: 5770.147949
	Iteration 49Q: 3 clusters Score -1.739008e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -17390102.000000 Penalty: 5770.147949
	Iteration 50Q: 3 clusters Score -1.73901e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -17390072.000000 Penalty: 5770.147949
	Iteration 51Q: 3 clusters Score -1.739007e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -17390050.000000 Penalty: 5770.147949
	Iteration 52Q: 3 clusters Score -1.739005e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110487 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -17390016.000000 Penalty: 5770.147949
	Iteration 53Q: 3 clusters Score -1.739002e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -17390054.000000 Penalty: 5770.147949
	Iteration 54Q: 3 clusters Score -1.739005e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -17390054.000000 Penalty: 5770.147949
	Iteration 55Q: 3 clusters Score -1.739005e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17390066.000000 Penalty: 5770.147949
	Iteration 56Q: 3 clusters Score -1.739007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110691 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17390078.000000 Penalty: 5770.147949
	Iteration 57Q: 3 clusters Score -1.739008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -17390062.000000 Penalty: 5770.147949
	Iteration 58Q: 3 clusters Score -1.739006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17390060.000000 Penalty: 5770.147949
	Iteration 59Q: 3 clusters Score -1.739006e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110776 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -17390074.000000 Penalty: 5770.147949
	Iteration 60F: 3 clusters Score -1.739007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -17390036.000000 Penalty: 5770.147949
	Iteration 61Q: 3 clusters Score -1.739004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110821 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -17390032.000000 Penalty: 5770.147949
	Iteration 62Q: 3 clusters Score -1.739003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110839 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17390040.000000 Penalty: 5770.147949
	Iteration 63Q: 3 clusters Score -1.739004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110850 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -17390052.000000 Penalty: 5770.147949
	Iteration 64Q: 3 clusters Score -1.739005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17390062.000000 Penalty: 5770.147949
	Iteration 65Q: 3 clusters Score -1.739006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110883 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -17390046.000000 Penalty: 5770.147949
	Iteration 66Q: 3 clusters Score -1.739005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -17390030.000000 Penalty: 5770.147949
	Iteration 67Q: 3 clusters Score -1.739003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -17390018.000000 Penalty: 5770.147949
	Iteration 68Q: 3 clusters Score -1.739002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17390020.000000 Penalty: 5770.147949
	Iteration 69Q: 3 clusters Score -1.739002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17390020.000000 Penalty: 5770.147949
	Iteration 70Q: 3 clusters Score -1.739002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -17390022.000000 Penalty: 5770.147949
	Iteration 71Q: 3 clusters Score -1.739002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17390034.000000 Penalty: 5770.147949
	Iteration 72Q: 3 clusters Score -1.739003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110919 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17390034.000000 Penalty: 5770.147949
	Iteration 73Q: 3 clusters Score -1.739003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110922 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -17390028.000000 Penalty: 5770.147949
	Iteration 74Q: 3 clusters Score -1.739003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17390024.000000 Penalty: 5770.147949
	Iteration 75Q: 3 clusters Score -1.739002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17390020.000000 Penalty: 5770.147949
	Iteration 76Q: 3 clusters Score -1.739002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110927 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17390018.000000 Penalty: 5770.147949
	Iteration 77Q: 3 clusters Score -1.739002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17390018.000000 Penalty: 5770.147949
	Iteration 78Q: 3 clusters Score -1.739002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17390018.000000 Penalty: 5770.147949
	Iteration 79F: 3 clusters Score -1.739002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -720042.812500 Penalty: 2107.708496
	Iteration 0F: 2 clusters Score -720042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -715598.562500 Penalty: 4215.416992
	Iteration 0F: 3 clusters Score -715598.6 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -716683.562500 Penalty: 4215.416992
	Iteration 1F: 3 clusters Score -716683.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -716996.312500 Penalty: 4215.416992
	Iteration 2F: 3 clusters Score -716996.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -717250.062500 Penalty: 4215.416992
	Iteration 3F: 3 clusters Score -717250.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -717552.750000 Penalty: 4215.416992
	Iteration 4F: 3 clusters Score -717552.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -718009.812500 Penalty: 4215.416992
	Iteration 5F: 3 clusters Score -718009.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -718503.687500 Penalty: 4215.416992
	Iteration 6F: 3 clusters Score -718503.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -718895.562500 Penalty: 4215.416992
	Iteration 7F: 3 clusters Score -718895.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -719083.750000 Penalty: 4215.416992
	Iteration 8Q: 3 clusters Score -719083.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -719170.625000 Penalty: 4215.416992
	Iteration 9Q: 3 clusters Score -719170.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -719214.500000 Penalty: 4215.416992
	Iteration 10Q: 3 clusters Score -719214.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -719242.375000 Penalty: 4215.416992
	Iteration 11Q: 3 clusters Score -719242.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -719267.812500 Penalty: 4215.416992
	Iteration 12Q: 3 clusters Score -719267.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -719281.562500 Penalty: 4215.416992
	Iteration 13Q: 3 clusters Score -719281.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -719293.687500 Penalty: 4215.416992
	Iteration 14Q: 3 clusters Score -719293.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -719305.500000 Penalty: 4215.416992
	Iteration 15Q: 3 clusters Score -719305.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -719311.375000 Penalty: 4215.416992
	Iteration 16Q: 3 clusters Score -719311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -719314.562500 Penalty: 4215.416992
	Iteration 17Q: 3 clusters Score -719314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -719317.250000 Penalty: 4215.416992
	Iteration 18Q: 3 clusters Score -719317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -719320.062500 Penalty: 4215.416992
	Iteration 19Q: 3 clusters Score -719320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -719327.250000 Penalty: 4215.416992
	Iteration 20F: 3 clusters Score -719327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -719334.812500 Penalty: 4215.416992
	Iteration 21Q: 3 clusters Score -719334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -719342.750000 Penalty: 4215.416992
	Iteration 22Q: 3 clusters Score -719342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -719348.187500 Penalty: 4215.416992
	Iteration 23Q: 3 clusters Score -719348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -719355.375000 Penalty: 4215.416992
	Iteration 24Q: 3 clusters Score -719355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -719359.937500 Penalty: 4215.416992
	Iteration 25Q: 3 clusters Score -719359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -719363.000000 Penalty: 4215.416992
	Iteration 26Q: 3 clusters Score -719363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -719365.000000 Penalty: 4215.416992
	Iteration 27Q: 3 clusters Score -719365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -719365.375000 Penalty: 4215.416992
	Iteration 28Q: 3 clusters Score -719365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -719368.625000 Penalty: 4215.416992
	Iteration 29Q: 3 clusters Score -719368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -719369.187500 Penalty: 4215.416992
	Iteration 30Q: 3 clusters Score -719369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -719370.375000 Penalty: 4215.416992
	Iteration 31Q: 3 clusters Score -719370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -719369.937500 Penalty: 4215.416992
	Iteration 32Q: 3 clusters Score -719369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -719369.750000 Penalty: 4215.416992
	Iteration 33Q: 3 clusters Score -719369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -719371.812500 Penalty: 4215.416992
	Iteration 34Q: 3 clusters Score -719371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -719372.687500 Penalty: 4215.416992
	Iteration 35Q: 3 clusters Score -719372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -719373.437500 Penalty: 4215.416992
	Iteration 36Q: 3 clusters Score -719373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -719373.125000 Penalty: 4215.416992
	Iteration 37Q: 3 clusters Score -719373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -719374.625000 Penalty: 4215.416992
	Iteration 38Q: 3 clusters Score -719374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -719375.625000 Penalty: 4215.416992
	Iteration 39Q: 3 clusters Score -719375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -719375.625000 Penalty: 4215.416992
	Iteration 40F: 3 clusters Score -719375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -471651.250000 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -471651.2 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 1797 members 
Entering Unmasked Estep 
Score: -468154.218750 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -468154.2 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -469154.031250 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -469154 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -469558.625000 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -469558.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -469938.843750 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -469938.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -470322.093750 Penalty: 4067.207031
	Iteration 4F: 3 clusters Score -470322.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -470666.093750 Penalty: 4067.207031
	Iteration 5F: 3 clusters Score -470666.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -470965.562500 Penalty: 4067.207031
	Iteration 6F: 3 clusters Score -470965.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -471157.312500 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -471157.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -471244.250000 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -471244.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -471286.218750 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -471286.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -471305.062500 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -471305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -471318.531250 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -471318.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -471330.812500 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -471330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -471340.500000 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -471340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -471344.500000 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -471344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -471349.656250 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -471349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -471357.312500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -471357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -471361.406250 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -471361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -471365.312500 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -471365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -471367.281250 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -471367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -471370.406250 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -471370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -471372.500000 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -471372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -471372.593750 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -471372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -471374.781250 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -471374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -471375.718750 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -471375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -471376.250000 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -471376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -471377.312500 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -471377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -471377.312500 Penalty: 4067.207031
	Iteration 27F: 3 clusters Score -471377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -3004838.750000 Penalty: 2466.874268
	Iteration 0F: 2 clusters Score -3004839 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 10360 members 
Entering Unmasked Estep 
Score: -2990222.250000 Penalty: 4933.748535
	Iteration 0F: 3 clusters Score -2990222 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2995556.250000 Penalty: 4933.748535
	Iteration 1F: 3 clusters Score -2995556 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2996295.000000 Penalty: 4933.748535
	Iteration 2F: 3 clusters Score -2996295 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2996976.750000 Penalty: 4933.748535
	Iteration 3F: 3 clusters Score -2996977 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2997571.750000 Penalty: 4933.748535
	Iteration 4F: 3 clusters Score -2997572 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2998119.500000 Penalty: 4933.748535
	Iteration 5F: 3 clusters Score -2998120 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2998640.750000 Penalty: 4933.748535
	Iteration 6Q: 3 clusters Score -2998641 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2999163.000000 Penalty: 4933.748535
	Iteration 7Q: 3 clusters Score -2999163 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2999698.750000 Penalty: 4933.748535
	Iteration 8Q: 3 clusters Score -2999699 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3000168.750000 Penalty: 4933.748535
	Iteration 9Q: 3 clusters Score -3000169 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3000608.250000 Penalty: 4933.748535
	Iteration 10Q: 3 clusters Score -3000608 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3000984.000000 Penalty: 4933.748535
	Iteration 11Q: 3 clusters Score -3000984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3001318.500000 Penalty: 4933.748535
	Iteration 12Q: 3 clusters Score -3001318 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3001627.250000 Penalty: 4933.748535
	Iteration 13Q: 3 clusters Score -3001627 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3001891.750000 Penalty: 4933.748535
	Iteration 14Q: 3 clusters Score -3001892 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3002146.250000 Penalty: 4933.748535
	Iteration 15Q: 3 clusters Score -3002146 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3002372.500000 Penalty: 4933.748535
	Iteration 16Q: 3 clusters Score -3002372 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3002626.500000 Penalty: 4933.748535
	Iteration 17Q: 3 clusters Score -3002626 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3002893.250000 Penalty: 4933.748535
	Iteration 18Q: 3 clusters Score -3002893 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3003143.500000 Penalty: 4933.748535
	Iteration 19Q: 3 clusters Score -3003144 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3003338.250000 Penalty: 4933.748535
	Iteration 20F: 3 clusters Score -3003338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3003474.250000 Penalty: 4933.748535
	Iteration 21Q: 3 clusters Score -3003474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3003550.250000 Penalty: 4933.748535
	Iteration 22Q: 3 clusters Score -3003550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3003589.250000 Penalty: 4933.748535
	Iteration 23Q: 3 clusters Score -3003589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3003615.000000 Penalty: 4933.748535
	Iteration 24Q: 3 clusters Score -3003615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3003652.750000 Penalty: 4933.748535
	Iteration 25Q: 3 clusters Score -3003653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3003672.750000 Penalty: 4933.748535
	Iteration 26Q: 3 clusters Score -3003673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3003687.000000 Penalty: 4933.748535
	Iteration 27Q: 3 clusters Score -3003687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3003694.250000 Penalty: 4933.748535
	Iteration 28Q: 3 clusters Score -3003694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3003705.750000 Penalty: 4933.748535
	Iteration 29Q: 3 clusters Score -3003706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3003700.250000 Penalty: 4933.748535
	Iteration 30Q: 3 clusters Score -3003700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3003697.000000 Penalty: 4933.748535
	Iteration 31Q: 3 clusters Score -3003697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3003704.000000 Penalty: 4933.748535
	Iteration 32Q: 3 clusters Score -3003704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3003705.000000 Penalty: 4933.748535
	Iteration 33Q: 3 clusters Score -3003705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3003706.250000 Penalty: 4933.748535
	Iteration 34Q: 3 clusters Score -3003706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3003708.000000 Penalty: 4933.748535
	Iteration 35Q: 3 clusters Score -3003708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3003708.250000 Penalty: 4933.748535
	Iteration 36Q: 3 clusters Score -3003708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3003708.250000 Penalty: 4933.748535
	Iteration 37F: 3 clusters Score -3003708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -298461.187500 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -298461.2 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 971 members 
Entering Unmasked Estep 
Score: -295840.125000 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -295840.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -296311.718750 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -296311.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -296422.468750 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -296422.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -296474.718750 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -296474.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -296511.781250 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -296511.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -296532.218750 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -296532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -296551.750000 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -296551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -296561.812500 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -296561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -296572.187500 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -296572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -296578.968750 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -296579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -296587.906250 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -296587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -296593.250000 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -296593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -296597.312500 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -296597.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -296602.625000 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -296602.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -296606.281250 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -296606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -296609.937500 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -296609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -296614.781250 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -296614.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -296617.562500 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -296617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -296619.187500 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -296619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -296620.125000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -296620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -296621.343750 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -296621.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -296622.062500 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -296622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -296622.062500 Penalty: 3755.961426
	Iteration 22F: 3 clusters Score -296622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -205197.921875 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -205197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202985.593750 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -202985.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -203370.281250 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -203370.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -203484.828125 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -203484.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -203547.218750 Penalty: 3602.958984
	Iteration 3Q: 3 clusters Score -203547.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -203591.734375 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -203591.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -203624.203125 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -203624.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -203645.578125 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -203645.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -203660.468750 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -203660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -203666.453125 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -203666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -203682.734375 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -203682.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -203695.984375 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -203696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -203703.781250 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -203703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203708.468750 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -203708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -203713.593750 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -203713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -203716.593750 Penalty: 3602.958984
	Iteration 14Q: 3 clusters Score -203716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -203720.562500 Penalty: 3602.958984
	Iteration 15Q: 3 clusters Score -203720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203722.781250 Penalty: 3602.958984
	Iteration 16Q: 3 clusters Score -203722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203725.375000 Penalty: 3602.958984
	Iteration 17Q: 3 clusters Score -203725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203726.859375 Penalty: 3602.958984
	Iteration 18Q: 3 clusters Score -203726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203731.546875 Penalty: 3602.958984
	Iteration 19Q: 3 clusters Score -203731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203732.687500 Penalty: 3602.958984
	Iteration 20F: 3 clusters Score -203732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -203734.203125 Penalty: 3602.958984
	Iteration 21Q: 3 clusters Score -203734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203737.000000 Penalty: 3602.958984
	Iteration 22Q: 3 clusters Score -203737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -203737.171875 Penalty: 3602.958984
	Iteration 23Q: 3 clusters Score -203737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -203738.578125 Penalty: 3602.958984
	Iteration 24Q: 3 clusters Score -203738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -203739.218750 Penalty: 3602.958984
	Iteration 25Q: 3 clusters Score -203739.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -203739.218750 Penalty: 3602.958984
	Iteration 26F: 3 clusters Score -203739.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Entering Unmasked Estep 
Score: -5247372.000000 Penalty: 2593.827148
	Iteration 0F: 2 clusters Score -5247372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5223619.000000 Penalty: 5187.654297
	Iteration 0F: 3 clusters Score -5223619 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5232285.000000 Penalty: 5187.654297
	Iteration 1F: 3 clusters Score -5232285 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5232843.500000 Penalty: 5187.654297
	Iteration 2Q: 3 clusters Score -5232844 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5233585.000000 Penalty: 5187.654297
	Iteration 3Q: 3 clusters Score -5233585 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -5234594.000000 Penalty: 5187.654297
	Iteration 4F: 3 clusters Score -5234594 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5235811.500000 Penalty: 5187.654297
	Iteration 5F: 3 clusters Score -5235812 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -5237078.500000 Penalty: 5187.654297
	Iteration 6F: 3 clusters Score -5237078 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5238271.000000 Penalty: 5187.654297
	Iteration 7F: 3 clusters Score -5238271 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -5239398.500000 Penalty: 5187.654297
	Iteration 8F: 3 clusters Score -5239398 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5240383.500000 Penalty: 5187.654297
	Iteration 9F: 3 clusters Score -5240384 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5241382.000000 Penalty: 5187.654297
	Iteration 10Q: 3 clusters Score -5241382 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5242291.000000 Penalty: 5187.654297
	Iteration 11Q: 3 clusters Score -5242291 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5243207.500000 Penalty: 5187.654297
	Iteration 12Q: 3 clusters Score -5243208 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5244290.000000 Penalty: 5187.654297
	Iteration 13Q: 3 clusters Score -5244290 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5245527.500000 Penalty: 5187.654297
	Iteration 14Q: 3 clusters Score -5245528 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5246106.000000 Penalty: 5187.654297
	Iteration 15Q: 3 clusters Score -5246106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5246307.000000 Penalty: 5187.654297
	Iteration 16Q: 3 clusters Score -5246307 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5246379.000000 Penalty: 5187.654297
	Iteration 17Q: 3 clusters Score -5246379 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5246449.500000 Penalty: 5187.654297
	Iteration 18Q: 3 clusters Score -5246450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -5246485.500000 Penalty: 5187.654297
	Iteration 19Q: 3 clusters Score -5246486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -5246489.000000 Penalty: 5187.654297
	Iteration 20F: 3 clusters Score -5246489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -5246505.000000 Penalty: 5187.654297
	Iteration 21Q: 3 clusters Score -5246505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5246520.500000 Penalty: 5187.654297
	Iteration 22Q: 3 clusters Score -5246520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5246521.000000 Penalty: 5187.654297
	Iteration 23Q: 3 clusters Score -5246521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -5246546.500000 Penalty: 5187.654297
	Iteration 24Q: 3 clusters Score -5246546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -5246559.500000 Penalty: 5187.654297
	Iteration 25Q: 3 clusters Score -5246560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5246564.000000 Penalty: 5187.654297
	Iteration 26Q: 3 clusters Score -5246564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5246566.500000 Penalty: 5187.654297
	Iteration 27Q: 3 clusters Score -5246566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5246569.000000 Penalty: 5187.654297
	Iteration 28Q: 3 clusters Score -5246569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5246556.500000 Penalty: 5187.654297
	Iteration 29Q: 3 clusters Score -5246556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -5246568.000000 Penalty: 5187.654297
	Iteration 30Q: 3 clusters Score -5246568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5246564.500000 Penalty: 5187.654297
	Iteration 31Q: 3 clusters Score -5246564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5246575.000000 Penalty: 5187.654297
	Iteration 32Q: 3 clusters Score -5246575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5246570.000000 Penalty: 5187.654297
	Iteration 33Q: 3 clusters Score -5246570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -5246574.500000 Penalty: 5187.654297
	Iteration 34Q: 3 clusters Score -5246574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -5246571.000000 Penalty: 5187.654297
	Iteration 35Q: 3 clusters Score -5246571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5246573.000000 Penalty: 5187.654297
	Iteration 36Q: 3 clusters Score -5246573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5246575.500000 Penalty: 5187.654297
	Iteration 37Q: 3 clusters Score -5246576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -5246578.000000 Penalty: 5187.654297
	Iteration 38Q: 3 clusters Score -5246578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5246575.000000 Penalty: 5187.654297
	Iteration 39Q: 3 clusters Score -5246575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5246578.000000 Penalty: 5187.654297
	Iteration 40F: 3 clusters Score -5246578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -5246580.500000 Penalty: 5187.654297
	Iteration 41Q: 3 clusters Score -5246580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -5246580.000000 Penalty: 5187.654297
	Iteration 42Q: 3 clusters Score -5246580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5246581.500000 Penalty: 5187.654297
	Iteration 43Q: 3 clusters Score -5246582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -5246577.500000 Penalty: 5187.654297
	Iteration 44Q: 3 clusters Score -5246578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5246576.000000 Penalty: 5187.654297
	Iteration 45Q: 3 clusters Score -5246576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5246576.000000 Penalty: 5187.654297
	Iteration 46F: 3 clusters Score -5246576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Entering Unmasked Estep 
Score: -2796528.250000 Penalty: 2433.926514
	Iteration 0F: 2 clusters Score -2796528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2783581.750000 Penalty: 4867.853027
	Iteration 0F: 3 clusters Score -2783582 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2787768.750000 Penalty: 4867.853027
	Iteration 1F: 3 clusters Score -2787769 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2788134.500000 Penalty: 4867.853027
	Iteration 2F: 3 clusters Score -2788134 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2788412.500000 Penalty: 4867.853027
	Iteration 3Q: 3 clusters Score -2788412 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2788696.750000 Penalty: 4867.853027
	Iteration 4Q: 3 clusters Score -2788697 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2788934.500000 Penalty: 4867.853027
	Iteration 5Q: 3 clusters Score -2788934 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2789162.500000 Penalty: 4867.853027
	Iteration 6Q: 3 clusters Score -2789162 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2789409.250000 Penalty: 4867.853027
	Iteration 7Q: 3 clusters Score -2789409 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2789671.500000 Penalty: 4867.853027
	Iteration 8Q: 3 clusters Score -2789672 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2789978.500000 Penalty: 4867.853027
	Iteration 9Q: 3 clusters Score -2789978 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2790280.500000 Penalty: 4867.853027
	Iteration 10Q: 3 clusters Score -2790280 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2790580.250000 Penalty: 4867.853027
	Iteration 11Q: 3 clusters Score -2790580 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2790887.500000 Penalty: 4867.853027
	Iteration 12Q: 3 clusters Score -2790888 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2791206.750000 Penalty: 4867.853027
	Iteration 13Q: 3 clusters Score -2791207 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2791526.250000 Penalty: 4867.853027
	Iteration 14Q: 3 clusters Score -2791526 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2791856.500000 Penalty: 4867.853027
	Iteration 15Q: 3 clusters Score -2791856 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2792168.750000 Penalty: 4867.853027
	Iteration 16Q: 3 clusters Score -2792169 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2792469.750000 Penalty: 4867.853027
	Iteration 17Q: 3 clusters Score -2792470 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2792747.500000 Penalty: 4867.853027
	Iteration 18Q: 3 clusters Score -2792748 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2792969.750000 Penalty: 4867.853027
	Iteration 19Q: 3 clusters Score -2792970 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2793169.500000 Penalty: 4867.853027
	Iteration 20F: 3 clusters Score -2793170 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2793352.500000 Penalty: 4867.853027
	Iteration 21Q: 3 clusters Score -2793352 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2793499.250000 Penalty: 4867.853027
	Iteration 22Q: 3 clusters Score -2793499 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2793640.000000 Penalty: 4867.853027
	Iteration 23Q: 3 clusters Score -2793640 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2793758.000000 Penalty: 4867.853027
	Iteration 24Q: 3 clusters Score -2793758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2793875.250000 Penalty: 4867.853027
	Iteration 25Q: 3 clusters Score -2793875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2793970.250000 Penalty: 4867.853027
	Iteration 26Q: 3 clusters Score -2793970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2794052.750000 Penalty: 4867.853027
	Iteration 27Q: 3 clusters Score -2794053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2794134.250000 Penalty: 4867.853027
	Iteration 28Q: 3 clusters Score -2794134 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2794197.250000 Penalty: 4867.853027
	Iteration 29Q: 3 clusters Score -2794197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2794260.750000 Penalty: 4867.853027
	Iteration 30Q: 3 clusters Score -2794261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2794313.250000 Penalty: 4867.853027
	Iteration 31Q: 3 clusters Score -2794313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2794349.500000 Penalty: 4867.853027
	Iteration 32Q: 3 clusters Score -2794350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2794370.250000 Penalty: 4867.853027
	Iteration 33Q: 3 clusters Score -2794370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2794394.500000 Penalty: 4867.853027
	Iteration 34Q: 3 clusters Score -2794394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2794423.500000 Penalty: 4867.853027
	Iteration 35Q: 3 clusters Score -2794424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2794444.750000 Penalty: 4867.853027
	Iteration 36Q: 3 clusters Score -2794445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2794470.000000 Penalty: 4867.853027
	Iteration 37Q: 3 clusters Score -2794470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2794484.000000 Penalty: 4867.853027
	Iteration 38Q: 3 clusters Score -2794484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2794492.250000 Penalty: 4867.853027
	Iteration 39Q: 3 clusters Score -2794492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2794500.000000 Penalty: 4867.853027
	Iteration 40F: 3 clusters Score -2794500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2794504.000000 Penalty: 4867.853027
	Iteration 41Q: 3 clusters Score -2794504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2794510.500000 Penalty: 4867.853027
	Iteration 42Q: 3 clusters Score -2794510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2794512.750000 Penalty: 4867.853027
	Iteration 43Q: 3 clusters Score -2794513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2794521.250000 Penalty: 4867.853027
	Iteration 44Q: 3 clusters Score -2794521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2794516.250000 Penalty: 4867.853027
	Iteration 45Q: 3 clusters Score -2794516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2794520.500000 Penalty: 4867.853027
	Iteration 46Q: 3 clusters Score -2794520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2794521.250000 Penalty: 4867.853027
	Iteration 47Q: 3 clusters Score -2794521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2794521.500000 Penalty: 4867.853027
	Iteration 48Q: 3 clusters Score -2794522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2794520.000000 Penalty: 4867.853027
	Iteration 49Q: 3 clusters Score -2794520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2794520.000000 Penalty: 4867.853027
	Iteration 50F: 3 clusters Score -2794520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -506597.125000 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -506597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -503095.781250 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -503095.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -503855.500000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -503855.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -504022.187500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -504022.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -504114.156250 Penalty: 4027.664795
	Iteration 3Q: 3 clusters Score -504114.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -504191.843750 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -504191.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -504256.906250 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -504256.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -504315.281250 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -504315.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -504374.093750 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -504374.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -504425.656250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -504425.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -504465.437500 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -504465.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -504498.156250 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -504498.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -504529.406250 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -504529.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -504560.500000 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -504560.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -504589.937500 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -504589.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -504622.062500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -504622.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -504641.468750 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -504641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -504653.875000 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -504653.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -504669.156250 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -504669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -504685.687500 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -504685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -504699.500000 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -504699.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -504716.406250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -504716.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -504726.468750 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -504726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -504734.406250 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -504734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -504743.250000 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -504743.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -504751.718750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -504751.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -504759.718750 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -504759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -504767.343750 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -504767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -504773.593750 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -504773.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -504777.718750 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -504777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -504784.375000 Penalty: 4027.664795
	Iteration 29Q: 3 clusters Score -504784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -504788.500000 Penalty: 4027.664795
	Iteration 30Q: 3 clusters Score -504788.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -504794.437500 Penalty: 4027.664795
	Iteration 31Q: 3 clusters Score -504794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -504800.125000 Penalty: 4027.664795
	Iteration 32Q: 3 clusters Score -504800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -504802.968750 Penalty: 4027.664795
	Iteration 33Q: 3 clusters Score -504803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -504804.968750 Penalty: 4027.664795
	Iteration 34Q: 3 clusters Score -504805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -504807.125000 Penalty: 4027.664795
	Iteration 35Q: 3 clusters Score -504807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -504811.250000 Penalty: 4027.664795
	Iteration 36Q: 3 clusters Score -504811.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -504815.000000 Penalty: 4027.664795
	Iteration 37Q: 3 clusters Score -504815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -504818.250000 Penalty: 4027.664795
	Iteration 38Q: 3 clusters Score -504818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -504820.718750 Penalty: 4027.664795
	Iteration 39Q: 3 clusters Score -504820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -504823.375000 Penalty: 4027.664795
	Iteration 40F: 3 clusters Score -504823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -504825.593750 Penalty: 4027.664795
	Iteration 41Q: 3 clusters Score -504825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -504830.375000 Penalty: 4027.664795
	Iteration 42Q: 3 clusters Score -504830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -504832.968750 Penalty: 4027.664795
	Iteration 43Q: 3 clusters Score -504833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -504836.312500 Penalty: 4027.664795
	Iteration 44Q: 3 clusters Score -504836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -504837.125000 Penalty: 4027.664795
	Iteration 45Q: 3 clusters Score -504837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -504837.125000 Penalty: 4027.664795
	Iteration 46F: 3 clusters Score -504837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Entering Unmasked Estep 
Score: -518273.781250 Penalty: 2043.811768
	Iteration 0F: 2 clusters Score -518273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -514529.312500 Penalty: 4087.623535
	Iteration 0F: 3 clusters Score -514529.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -515412.531250 Penalty: 4087.623535
	Iteration 1F: 3 clusters Score -515412.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -515651.687500 Penalty: 4087.623535
	Iteration 2F: 3 clusters Score -515651.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -515882.281250 Penalty: 4087.623535
	Iteration 3F: 3 clusters Score -515882.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -516077.406250 Penalty: 4087.623535
	Iteration 4F: 3 clusters Score -516077.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -516268.906250 Penalty: 4087.623535
	Iteration 5F: 3 clusters Score -516268.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -516470.500000 Penalty: 4087.623535
	Iteration 6Q: 3 clusters Score -516470.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -516678.718750 Penalty: 4087.623535
	Iteration 7F: 3 clusters Score -516678.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -516884.375000 Penalty: 4087.623535
	Iteration 8Q: 3 clusters Score -516884.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -517057.593750 Penalty: 4087.623535
	Iteration 9Q: 3 clusters Score -517057.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -517183.531250 Penalty: 4087.623535
	Iteration 10Q: 3 clusters Score -517183.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -517284.187500 Penalty: 4087.623535
	Iteration 11Q: 3 clusters Score -517284.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -517364.531250 Penalty: 4087.623535
	Iteration 12Q: 3 clusters Score -517364.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -517419.437500 Penalty: 4087.623535
	Iteration 13Q: 3 clusters Score -517419.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -517467.375000 Penalty: 4087.623535
	Iteration 14Q: 3 clusters Score -517467.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -517503.187500 Penalty: 4087.623535
	Iteration 15Q: 3 clusters Score -517503.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -517522.812500 Penalty: 4087.623535
	Iteration 16Q: 3 clusters Score -517522.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -517533.125000 Penalty: 4087.623535
	Iteration 17Q: 3 clusters Score -517533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -517537.093750 Penalty: 4087.623535
	Iteration 18Q: 3 clusters Score -517537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -517541.718750 Penalty: 4087.623535
	Iteration 19Q: 3 clusters Score -517541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -517542.656250 Penalty: 4087.623535
	Iteration 20F: 3 clusters Score -517542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -517543.562500 Penalty: 4087.623535
	Iteration 21Q: 3 clusters Score -517543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -517545.781250 Penalty: 4087.623535
	Iteration 22Q: 3 clusters Score -517545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -517547.937500 Penalty: 4087.623535
	Iteration 23Q: 3 clusters Score -517547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -517549.750000 Penalty: 4087.623535
	Iteration 24Q: 3 clusters Score -517549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -517550.281250 Penalty: 4087.623535
	Iteration 25Q: 3 clusters Score -517550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -517550.281250 Penalty: 4087.623535
	Iteration 26F: 3 clusters Score -517550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Entering Unmasked Estep 
Score: -6275271.500000 Penalty: 2632.943359
	Iteration 0F: 2 clusters Score -6275272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -6247547.500000 Penalty: 5265.886719
	Iteration 0F: 3 clusters Score -6247548 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -6258064.500000 Penalty: 5265.886719
	Iteration 1F: 3 clusters Score -6258064 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -6258841.000000 Penalty: 5265.886719
	Iteration 2Q: 3 clusters Score -6258841 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -6259566.500000 Penalty: 5265.886719
	Iteration 3Q: 3 clusters Score -6259566 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -6260368.500000 Penalty: 5265.886719
	Iteration 4Q: 3 clusters Score -6260368 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -6261122.000000 Penalty: 5265.886719
	Iteration 5Q: 3 clusters Score -6261122 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -6261859.000000 Penalty: 5265.886719
	Iteration 6Q: 3 clusters Score -6261859 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -6262623.500000 Penalty: 5265.886719
	Iteration 7Q: 3 clusters Score -6262624 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -6263410.000000 Penalty: 5265.886719
	Iteration 8Q: 3 clusters Score -6263410 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6264255.500000 Penalty: 5265.886719
	Iteration 9Q: 3 clusters Score -6264256 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6265086.000000 Penalty: 5265.886719
	Iteration 10Q: 3 clusters Score -6265086 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -6265849.500000 Penalty: 5265.886719
	Iteration 11Q: 3 clusters Score -6265850 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -6266544.000000 Penalty: 5265.886719
	Iteration 12Q: 3 clusters Score -6266544 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -6267178.500000 Penalty: 5265.886719
	Iteration 13Q: 3 clusters Score -6267178 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -6267900.500000 Penalty: 5265.886719
	Iteration 14Q: 3 clusters Score -6267900 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -6268674.500000 Penalty: 5265.886719
	Iteration 15Q: 3 clusters Score -6268674 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -6269410.000000 Penalty: 5265.886719
	Iteration 16Q: 3 clusters Score -6269410 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -6270064.000000 Penalty: 5265.886719
	Iteration 17Q: 3 clusters Score -6270064 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6270514.500000 Penalty: 5265.886719
	Iteration 18Q: 3 clusters Score -6270514 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -6270884.500000 Penalty: 5265.886719
	Iteration 19Q: 3 clusters Score -6270884 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6271085.500000 Penalty: 5265.886719
	Iteration 20F: 3 clusters Score -6271086 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6271206.000000 Penalty: 5265.886719
	Iteration 21Q: 3 clusters Score -6271206 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -6271320.000000 Penalty: 5265.886719
	Iteration 22Q: 3 clusters Score -6271320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6271404.500000 Penalty: 5265.886719
	Iteration 23Q: 3 clusters Score -6271404 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -6271444.000000 Penalty: 5265.886719
	Iteration 24Q: 3 clusters Score -6271444 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6271504.500000 Penalty: 5265.886719
	Iteration 25Q: 3 clusters Score -6271504 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6271506.500000 Penalty: 5265.886719
	Iteration 26Q: 3 clusters Score -6271506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -6271558.000000 Penalty: 5265.886719
	Iteration 27Q: 3 clusters Score -6271558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6271600.500000 Penalty: 5265.886719
	Iteration 28Q: 3 clusters Score -6271600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -6271628.000000 Penalty: 5265.886719
	Iteration 29Q: 3 clusters Score -6271628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -6271668.500000 Penalty: 5265.886719
	Iteration 30Q: 3 clusters Score -6271668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6271701.000000 Penalty: 5265.886719
	Iteration 31Q: 3 clusters Score -6271701 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6271718.000000 Penalty: 5265.886719
	Iteration 32Q: 3 clusters Score -6271718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -6271732.500000 Penalty: 5265.886719
	Iteration 33Q: 3 clusters Score -6271732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -6271780.500000 Penalty: 5265.886719
	Iteration 34Q: 3 clusters Score -6271780 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -6271782.000000 Penalty: 5265.886719
	Iteration 35Q: 3 clusters Score -6271782 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -6271811.500000 Penalty: 5265.886719
	Iteration 36Q: 3 clusters Score -6271812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -6271834.000000 Penalty: 5265.886719
	Iteration 37Q: 3 clusters Score -6271834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -6271863.500000 Penalty: 5265.886719
	Iteration 38Q: 3 clusters Score -6271864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -6271877.500000 Penalty: 5265.886719
	Iteration 39Q: 3 clusters Score -6271878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -6271874.500000 Penalty: 5265.886719
	Iteration 40F: 3 clusters Score -6271874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6271866.000000 Penalty: 5265.886719
	Iteration 41Q: 3 clusters Score -6271866 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -6271890.500000 Penalty: 5265.886719
	Iteration 42Q: 3 clusters Score -6271890 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -6271904.000000 Penalty: 5265.886719
	Iteration 43Q: 3 clusters Score -6271904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -6271904.000000 Penalty: 5265.886719
	Iteration 44Q: 3 clusters Score -6271904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -6271926.500000 Penalty: 5265.886719
	Iteration 45Q: 3 clusters Score -6271926 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -6271941.500000 Penalty: 5265.886719
	Iteration 46Q: 3 clusters Score -6271942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -6271983.500000 Penalty: 5265.886719
	Iteration 47Q: 3 clusters Score -6271984 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -6271999.500000 Penalty: 5265.886719
	Iteration 48Q: 3 clusters Score -6272000 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -6272027.500000 Penalty: 5265.886719
	Iteration 49Q: 3 clusters Score -6272028 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -6272051.000000 Penalty: 5265.886719
	Iteration 50Q: 3 clusters Score -6272051 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -6272090.000000 Penalty: 5265.886719
	Iteration 51Q: 3 clusters Score -6272090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -6272112.500000 Penalty: 5265.886719
	Iteration 52Q: 3 clusters Score -6272112 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -6272159.000000 Penalty: 5265.886719
	Iteration 53Q: 3 clusters Score -6272159 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -6272199.000000 Penalty: 5265.886719
	Iteration 54Q: 3 clusters Score -6272199 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -6272251.000000 Penalty: 5265.886719
	Iteration 55Q: 3 clusters Score -6272251 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6272284.500000 Penalty: 5265.886719
	Iteration 56Q: 3 clusters Score -6272284 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6272304.500000 Penalty: 5265.886719
	Iteration 57Q: 3 clusters Score -6272304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -6272335.500000 Penalty: 5265.886719
	Iteration 58Q: 3 clusters Score -6272336 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -6272391.000000 Penalty: 5265.886719
	Iteration 59Q: 3 clusters Score -6272391 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6272472.500000 Penalty: 5265.886719
	Iteration 60F: 3 clusters Score -6272472 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -6272509.500000 Penalty: 5265.886719
	Iteration 61Q: 3 clusters Score -6272510 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6272539.000000 Penalty: 5265.886719
	Iteration 62Q: 3 clusters Score -6272539 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -6272601.000000 Penalty: 5265.886719
	Iteration 63Q: 3 clusters Score -6272601 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -6272657.000000 Penalty: 5265.886719
	Iteration 64Q: 3 clusters Score -6272657 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -6272711.500000 Penalty: 5265.886719
	Iteration 65Q: 3 clusters Score -6272712 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -6272769.000000 Penalty: 5265.886719
	Iteration 66Q: 3 clusters Score -6272769 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -6272819.000000 Penalty: 5265.886719
	Iteration 67Q: 3 clusters Score -6272819 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6272902.000000 Penalty: 5265.886719
	Iteration 68Q: 3 clusters Score -6272902 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -6273013.000000 Penalty: 5265.886719
	Iteration 69Q: 3 clusters Score -6273013 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -6273135.000000 Penalty: 5265.886719
	Iteration 70Q: 3 clusters Score -6273135 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -6273222.500000 Penalty: 5265.886719
	Iteration 71Q: 3 clusters Score -6273222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6273354.000000 Penalty: 5265.886719
	Iteration 72Q: 3 clusters Score -6273354 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -6273474.500000 Penalty: 5265.886719
	Iteration 73Q: 3 clusters Score -6273474 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6273579.000000 Penalty: 5265.886719
	Iteration 74Q: 3 clusters Score -6273579 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6273643.000000 Penalty: 5265.886719
	Iteration 75Q: 3 clusters Score -6273643 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6273681.000000 Penalty: 5265.886719
	Iteration 76Q: 3 clusters Score -6273681 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6273758.000000 Penalty: 5265.886719
	Iteration 77Q: 3 clusters Score -6273758 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6273808.500000 Penalty: 5265.886719
	Iteration 78Q: 3 clusters Score -6273808 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6273836.500000 Penalty: 5265.886719
	Iteration 79Q: 3 clusters Score -6273836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6273862.000000 Penalty: 5265.886719
	Iteration 80F: 3 clusters Score -6273862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6273899.500000 Penalty: 5265.886719
	Iteration 81Q: 3 clusters Score -6273900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -6273909.500000 Penalty: 5265.886719
	Iteration 82Q: 3 clusters Score -6273910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6273937.500000 Penalty: 5265.886719
	Iteration 83Q: 3 clusters Score -6273938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6273944.000000 Penalty: 5265.886719
	Iteration 84Q: 3 clusters Score -6273944 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6273982.500000 Penalty: 5265.886719
	Iteration 85Q: 3 clusters Score -6273982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -6274004.500000 Penalty: 5265.886719
	Iteration 86Q: 3 clusters Score -6274004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6273989.000000 Penalty: 5265.886719
	Iteration 87Q: 3 clusters Score -6273989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6274000.500000 Penalty: 5265.886719
	Iteration 88Q: 3 clusters Score -6274000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6274006.000000 Penalty: 5265.886719
	Iteration 89Q: 3 clusters Score -6274006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -6274013.000000 Penalty: 5265.886719
	Iteration 90Q: 3 clusters Score -6274013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6274019.000000 Penalty: 5265.886719
	Iteration 91Q: 3 clusters Score -6274019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6274028.000000 Penalty: 5265.886719
	Iteration 92Q: 3 clusters Score -6274028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6274028.000000 Penalty: 5265.886719
	Iteration 93Q: 3 clusters Score -6274028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6274040.500000 Penalty: 5265.886719
	Iteration 94Q: 3 clusters Score -6274040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6274038.000000 Penalty: 5265.886719
	Iteration 95Q: 3 clusters Score -6274038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6274033.500000 Penalty: 5265.886719
	Iteration 96Q: 3 clusters Score -6274034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -6274043.000000 Penalty: 5265.886719
	Iteration 97Q: 3 clusters Score -6274043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6274030.000000 Penalty: 5265.886719
	Iteration 98Q: 3 clusters Score -6274030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -6274029.500000 Penalty: 5265.886719
	Iteration 99Q: 3 clusters Score -6274030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6274027.500000 Penalty: 5265.886719
	Iteration 100F: 3 clusters Score -6274028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6274023.500000 Penalty: 5265.886719
	Iteration 101Q: 3 clusters Score -6274024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6274038.000000 Penalty: 5265.886719
	Iteration 102Q: 3 clusters Score -6274038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6274029.500000 Penalty: 5265.886719
	Iteration 103Q: 3 clusters Score -6274030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6274034.500000 Penalty: 5265.886719
	Iteration 104Q: 3 clusters Score -6274034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6274050.000000 Penalty: 5265.886719
	Iteration 105Q: 3 clusters Score -6274050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6274052.000000 Penalty: 5265.886719
	Iteration 106Q: 3 clusters Score -6274052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6274051.000000 Penalty: 5265.886719
	Iteration 107Q: 3 clusters Score -6274051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6274044.000000 Penalty: 5265.886719
	Iteration 108Q: 3 clusters Score -6274044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6274049.000000 Penalty: 5265.886719
	Iteration 109Q: 3 clusters Score -6274049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6274059.500000 Penalty: 5265.886719
	Iteration 110Q: 3 clusters Score -6274060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -6274053.000000 Penalty: 5265.886719
	Iteration 111Q: 3 clusters Score -6274053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -6274053.500000 Penalty: 5265.886719
	Iteration 112Q: 3 clusters Score -6274054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6274060.000000 Penalty: 5265.886719
	Iteration 113Q: 3 clusters Score -6274060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6274059.500000 Penalty: 5265.886719
	Iteration 114Q: 3 clusters Score -6274060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6274059.500000 Penalty: 5265.886719
	Iteration 115Q: 3 clusters Score -6274060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6274064.000000 Penalty: 5265.886719
	Iteration 116Q: 3 clusters Score -6274064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -6274070.000000 Penalty: 5265.886719
	Iteration 117Q: 3 clusters Score -6274070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6274076.500000 Penalty: 5265.886719
	Iteration 118Q: 3 clusters Score -6274076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6274072.500000 Penalty: 5265.886719
	Iteration 119Q: 3 clusters Score -6274072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6274066.500000 Penalty: 5265.886719
	Iteration 120F: 3 clusters Score -6274066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6274072.000000 Penalty: 5265.886719
	Iteration 121Q: 3 clusters Score -6274072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6274071.500000 Penalty: 5265.886719
	Iteration 122Q: 3 clusters Score -6274072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6274072.500000 Penalty: 5265.886719
	Iteration 123Q: 3 clusters Score -6274072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6274070.500000 Penalty: 5265.886719
	Iteration 124Q: 3 clusters Score -6274070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6274075.000000 Penalty: 5265.886719
	Iteration 125Q: 3 clusters Score -6274075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6274076.500000 Penalty: 5265.886719
	Iteration 126Q: 3 clusters Score -6274076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6274076.000000 Penalty: 5265.886719
	Iteration 127Q: 3 clusters Score -6274076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6274076.000000 Penalty: 5265.886719
	Iteration 128Q: 3 clusters Score -6274076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6274080.000000 Penalty: 5265.886719
	Iteration 129Q: 3 clusters Score -6274080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6274080.000000 Penalty: 5265.886719
	Iteration 130F: 3 clusters Score -6274080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Entering Unmasked Estep 
Score: -17235598.000000 Penalty: 2883.171387
	Iteration 0F: 2 clusters Score -1.72356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -17163670.000000 Penalty: 5766.342773
	Iteration 0F: 3 clusters Score -1.716367e+07 nChanged 52970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -17194916.000000 Penalty: 5766.342773
	Iteration 1F: 3 clusters Score -1.719492e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -17196550.000000 Penalty: 5766.342773
	Iteration 2Q: 3 clusters Score -1.719655e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -17199436.000000 Penalty: 5766.342773
	Iteration 3F: 3 clusters Score -1.719944e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -17203632.000000 Penalty: 5766.342773
	Iteration 4F: 3 clusters Score -1.720363e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -17209998.000000 Penalty: 5766.342773
	Iteration 5F: 3 clusters Score -1.721e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -17218354.000000 Penalty: 5766.342773
	Iteration 6F: 3 clusters Score -1.721835e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -17226096.000000 Penalty: 5766.342773
	Iteration 7F: 3 clusters Score -1.72261e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -17229980.000000 Penalty: 5766.342773
	Iteration 8Q: 3 clusters Score -1.722998e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -17231012.000000 Penalty: 5766.342773
	Iteration 9Q: 3 clusters Score -1.723101e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -17231392.000000 Penalty: 5766.342773
	Iteration 10Q: 3 clusters Score -1.723139e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -17231606.000000 Penalty: 5766.342773
	Iteration 11Q: 3 clusters Score -1.723161e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -17231856.000000 Penalty: 5766.342773
	Iteration 12Q: 3 clusters Score -1.723186e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -17232014.000000 Penalty: 5766.342773
	Iteration 13Q: 3 clusters Score -1.723201e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -17232204.000000 Penalty: 5766.342773
	Iteration 14Q: 3 clusters Score -1.72322e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -17232304.000000 Penalty: 5766.342773
	Iteration 15Q: 3 clusters Score -1.72323e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -17232446.000000 Penalty: 5766.342773
	Iteration 16Q: 3 clusters Score -1.723245e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -17232674.000000 Penalty: 5766.342773
	Iteration 17Q: 3 clusters Score -1.723267e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -17232894.000000 Penalty: 5766.342773
	Iteration 18Q: 3 clusters Score -1.723289e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -17233072.000000 Penalty: 5766.342773
	Iteration 19Q: 3 clusters Score -1.723307e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -17233232.000000 Penalty: 5766.342773
	Iteration 20F: 3 clusters Score -1.723323e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -17233426.000000 Penalty: 5766.342773
	Iteration 21Q: 3 clusters Score -1.723343e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -17233648.000000 Penalty: 5766.342773
	Iteration 22Q: 3 clusters Score -1.723365e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -17233808.000000 Penalty: 5766.342773
	Iteration 23Q: 3 clusters Score -1.723381e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -17233934.000000 Penalty: 5766.342773
	Iteration 24Q: 3 clusters Score -1.723393e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -17234060.000000 Penalty: 5766.342773
	Iteration 25Q: 3 clusters Score -1.723406e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -17234140.000000 Penalty: 5766.342773
	Iteration 26Q: 3 clusters Score -1.723414e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -17234100.000000 Penalty: 5766.342773
	Iteration 27Q: 3 clusters Score -1.72341e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -17234118.000000 Penalty: 5766.342773
	Iteration 28Q: 3 clusters Score -1.723412e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -17234140.000000 Penalty: 5766.342773
	Iteration 29Q: 3 clusters Score -1.723414e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 106243 members 
Entering Unmasked Estep 
Score: -17234182.000000 Penalty: 5766.342773
	Iteration 30Q: 3 clusters Score -1.723418e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 106988 members 
Entering Unmasked Estep 
Score: -17234168.000000 Penalty: 5766.342773
	Iteration 31Q: 3 clusters Score -1.723417e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -17234122.000000 Penalty: 5766.342773
	Iteration 32Q: 3 clusters Score -1.723412e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -17234066.000000 Penalty: 5766.342773
	Iteration 33Q: 3 clusters Score -1.723407e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -17234056.000000 Penalty: 5766.342773
	Iteration 34Q: 3 clusters Score -1.723406e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 109127 members 
Entering Unmasked Estep 
Score: -17234022.000000 Penalty: 5766.342773
	Iteration 35Q: 3 clusters Score -1.723402e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -17234014.000000 Penalty: 5766.342773
	Iteration 36Q: 3 clusters Score -1.723401e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -17233970.000000 Penalty: 5766.342773
	Iteration 37Q: 3 clusters Score -1.723397e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -17233938.000000 Penalty: 5766.342773
	Iteration 38Q: 3 clusters Score -1.723394e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -17233914.000000 Penalty: 5766.342773
	Iteration 39Q: 3 clusters Score -1.723391e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -17233890.000000 Penalty: 5766.342773
	Iteration 40F: 3 clusters Score -1.723389e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -17233904.000000 Penalty: 5766.342773
	Iteration 41Q: 3 clusters Score -1.72339e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -17233874.000000 Penalty: 5766.342773
	Iteration 42Q: 3 clusters Score -1.723387e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -17233840.000000 Penalty: 5766.342773
	Iteration 43Q: 3 clusters Score -1.723384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -17233846.000000 Penalty: 5766.342773
	Iteration 44Q: 3 clusters Score -1.723385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 110762 members 
Entering Unmasked Estep 
Score: -17233810.000000 Penalty: 5766.342773
	Iteration 45Q: 3 clusters Score -1.723381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -17233818.000000 Penalty: 5766.342773
	Iteration 46Q: 3 clusters Score -1.723382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -17233794.000000 Penalty: 5766.342773
	Iteration 47Q: 3 clusters Score -1.723379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -17233794.000000 Penalty: 5766.342773
	Iteration 48Q: 3 clusters Score -1.723379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -17233792.000000 Penalty: 5766.342773
	Iteration 49Q: 3 clusters Score -1.723379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -17233794.000000 Penalty: 5766.342773
	Iteration 50Q: 3 clusters Score -1.723379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -17233776.000000 Penalty: 5766.342773
	Iteration 51Q: 3 clusters Score -1.723378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -17233798.000000 Penalty: 5766.342773
	Iteration 52Q: 3 clusters Score -1.72338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 110967 members 
Entering Unmasked Estep 
Score: -17233794.000000 Penalty: 5766.342773
	Iteration 53Q: 3 clusters Score -1.723379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -17233792.000000 Penalty: 5766.342773
	Iteration 54Q: 3 clusters Score -1.723379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -17233790.000000 Penalty: 5766.342773
	Iteration 55Q: 3 clusters Score -1.723379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -17233774.000000 Penalty: 5766.342773
	Iteration 56Q: 3 clusters Score -1.723377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -17233780.000000 Penalty: 5766.342773
	Iteration 57Q: 3 clusters Score -1.723378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -17233766.000000 Penalty: 5766.342773
	Iteration 58Q: 3 clusters Score -1.723377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -17233788.000000 Penalty: 5766.342773
	Iteration 59Q: 3 clusters Score -1.723379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 111026 members 
Entering Unmasked Estep 
Score: -17233792.000000 Penalty: 5766.342773
	Iteration 60F: 3 clusters Score -1.723379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -17233802.000000 Penalty: 5766.342773
	Iteration 61Q: 3 clusters Score -1.72338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 111032 members 
Entering Unmasked Estep 
Score: -17233804.000000 Penalty: 5766.342773
	Iteration 62Q: 3 clusters Score -1.72338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -17233796.000000 Penalty: 5766.342773
	Iteration 63Q: 3 clusters Score -1.72338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -17233774.000000 Penalty: 5766.342773
	Iteration 64Q: 3 clusters Score -1.723377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 111039 members 
Entering Unmasked Estep 
Score: -17233788.000000 Penalty: 5766.342773
	Iteration 65Q: 3 clusters Score -1.723379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 111043 members 
Entering Unmasked Estep 
Score: -17233778.000000 Penalty: 5766.342773
	Iteration 66Q: 3 clusters Score -1.723378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -17233772.000000 Penalty: 5766.342773
	Iteration 67Q: 3 clusters Score -1.723377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -17233778.000000 Penalty: 5766.342773
	Iteration 68Q: 3 clusters Score -1.723378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 111056 members 
Entering Unmasked Estep 
Score: -17233782.000000 Penalty: 5766.342773
	Iteration 69Q: 3 clusters Score -1.723378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -17233774.000000 Penalty: 5766.342773
	Iteration 70Q: 3 clusters Score -1.723377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -17233774.000000 Penalty: 5766.342773
	Iteration 71Q: 3 clusters Score -1.723377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -17233774.000000 Penalty: 5766.342773
	Iteration 72F: 3 clusters Score -1.723377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -230987.312500 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -230987.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -228542.593750 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -228542.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -229027.125000 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -229027.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -229180.218750 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -229180.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229264.203125 Penalty: 3709.172363
	Iteration 3Q: 3 clusters Score -229264.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229310.046875 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -229310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229336.953125 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -229337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -229353.359375 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -229353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229367.859375 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -229367.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229385.031250 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -229385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -229393.390625 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -229393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -229399.671875 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -229399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -229410.562500 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -229410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -229415.687500 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -229415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -229419.609375 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -229419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -229420.109375 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -229420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -229420.281250 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -229420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229421.406250 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -229421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -229423.640625 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -229423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -229426.250000 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -229426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229429.000000 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -229429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -229432.218750 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -229432.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -229435.125000 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -229435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -229439.546875 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -229439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -229452.406250 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -229452.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -229466.859375 Penalty: 3709.172363
	Iteration 24Q: 3 clusters Score -229466.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229481.281250 Penalty: 3709.172363
	Iteration 25Q: 3 clusters Score -229481.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -229490.062500 Penalty: 3709.172363
	Iteration 26Q: 3 clusters Score -229490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -229500.359375 Penalty: 3709.172363
	Iteration 27Q: 3 clusters Score -229500.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229511.390625 Penalty: 3709.172363
	Iteration 28Q: 3 clusters Score -229511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -229524.125000 Penalty: 3709.172363
	Iteration 29Q: 3 clusters Score -229524.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -229546.015625 Penalty: 3709.172363
	Iteration 30Q: 3 clusters Score -229546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -229570.500000 Penalty: 3709.172363
	Iteration 31Q: 3 clusters Score -229570.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -229589.781250 Penalty: 3709.172363
	Iteration 32Q: 3 clusters Score -229589.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -229609.640625 Penalty: 3709.172363
	Iteration 33Q: 3 clusters Score -229609.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -229622.140625 Penalty: 3709.172363
	Iteration 34Q: 3 clusters Score -229622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -229643.687500 Penalty: 3709.172363
	Iteration 35Q: 3 clusters Score -229643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -229671.125000 Penalty: 3709.172363
	Iteration 36Q: 3 clusters Score -229671.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -229686.718750 Penalty: 3709.172363
	Iteration 37Q: 3 clusters Score -229686.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229697.890625 Penalty: 3709.172363
	Iteration 38Q: 3 clusters Score -229697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -229707.265625 Penalty: 3709.172363
	Iteration 39Q: 3 clusters Score -229707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -229717.984375 Penalty: 3709.172363
	Iteration 40F: 3 clusters Score -229718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -229724.968750 Penalty: 3709.172363
	Iteration 41Q: 3 clusters Score -229725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -229730.906250 Penalty: 3709.172363
	Iteration 42Q: 3 clusters Score -229730.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -229737.296875 Penalty: 3709.172363
	Iteration 43Q: 3 clusters Score -229737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -229740.625000 Penalty: 3709.172363
	Iteration 44Q: 3 clusters Score -229740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -229742.390625 Penalty: 3709.172363
	Iteration 45Q: 3 clusters Score -229742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -229742.875000 Penalty: 3709.172363
	Iteration 46Q: 3 clusters Score -229742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -229743.406250 Penalty: 3709.172363
	Iteration 47Q: 3 clusters Score -229743.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -229743.406250 Penalty: 3709.172363
	Iteration 48F: 3 clusters Score -229743.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -130946.382812 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -130946.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -129052.273438 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -129052.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129698.328125 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -129698.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130191.257812 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -130191.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -130603.695312 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -130603.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -130892.773438 Penalty: 3450.446533
	Iteration 4F: 3 clusters Score -130892.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131138.515625 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -131138.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131420.109375 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -131420.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131612.578125 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -131612.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131647.328125 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -131647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -131677.859375 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -131677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131701.750000 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -131701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -131725.796875 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -131725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131758.062500 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -131758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131790.843750 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -131790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -131823.265625 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -131823.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -131843.203125 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -131843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131865.046875 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -131865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131890.156250 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -131890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -131937.781250 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -131937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131977.234375 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -131977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132020.218750 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -132020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -132083.000000 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -132083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -132114.671875 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -132114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132128.687500 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -132128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -132142.187500 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -132142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -132149.234375 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -132149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -132163.468750 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -132163.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132165.218750 Penalty: 3450.446533
	Iteration 27Q: 3 clusters Score -132165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132167.265625 Penalty: 3450.446533
	Iteration 28Q: 3 clusters Score -132167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132167.265625 Penalty: 3450.446533
	Iteration 29F: 3 clusters Score -132167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 277 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 773 members 
Entering Unmasked Estep 
Score: -104163312.000000 Penalty: 123466.296875
Splitting cluster 31 changes total score from -104161704.000000 to -104163312.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 32 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -69745.859375 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -69745.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68309.453125 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -68309.45 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68549.437500 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -68549.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68627.765625 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -68627.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68667.671875 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -68667.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68690.843750 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -68690.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68708.359375 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -68708.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -68726.484375 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -68726.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68734.507812 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -68734.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68746.007812 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -68746.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68749.796875 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -68749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68751.039062 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -68751.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68752.187500 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -68752.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68753.593750 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -68753.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -68753.593750 Penalty: 3112.281982
	Iteration 13F: 3 clusters Score -68753.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -89686.406250 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -89686.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88103.125000 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -88103.12 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88357.609375 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -88357.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88492.906250 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -88492.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88563.671875 Penalty: 3210.283691
	Iteration 3F: 3 clusters Score -88563.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88589.289062 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -88589.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88616.203125 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -88616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88640.984375 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -88640.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88650.687500 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -88650.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88669.945312 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -88669.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88676.804688 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -88676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -88685.359375 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -88685.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88689.984375 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -88689.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88699.953125 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -88699.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88705.039062 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -88705.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88712.335938 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -88712.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -88722.718750 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -88722.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -88735.867188 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -88735.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88743.914062 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -88743.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88759.578125 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -88759.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88768.039062 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -88768.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88772.617188 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -88772.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -88776.265625 Penalty: 3210.283691
	Iteration 21Q: 3 clusters Score -88776.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88778.031250 Penalty: 3210.283691
	Iteration 22Q: 3 clusters Score -88778.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88781.523438 Penalty: 3210.283691
	Iteration 23Q: 3 clusters Score -88781.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88783.265625 Penalty: 3210.283691
	Iteration 24Q: 3 clusters Score -88783.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88783.265625 Penalty: 3210.283691
	Iteration 25F: 3 clusters Score -88783.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -637534.625000 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -637534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -633348.000000 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -633348 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -634441.000000 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -634441 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -634830.812500 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -634830.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -635260.812500 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -635260.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -635852.187500 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -635852.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -636331.187500 Penalty: 4155.339844
	Iteration 5F: 3 clusters Score -636331.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -636606.687500 Penalty: 4155.339844
	Iteration 6F: 3 clusters Score -636606.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -636754.812500 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -636754.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -636860.875000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -636860.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -636967.312500 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -636967.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -637095.750000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -637095.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -637252.375000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -637252.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -637374.375000 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -637374.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -637443.125000 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -637443.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -637519.250000 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -637519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -637598.875000 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -637598.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -637686.125000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -637686.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -637798.750000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -637798.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -637897.687500 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -637897.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -637977.187500 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -637977.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -638022.312500 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -638022.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -638035.500000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -638035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -638039.437500 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -638039.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -638044.125000 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -638044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -638046.687500 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -638046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -638046.875000 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -638046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -638049.437500 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -638049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -638049.437500 Penalty: 4155.339844
	Iteration 27F: 3 clusters Score -638049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 277 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 773 members 
Mstep: Class 38 contains 2308 members 
Entering Unmasked Estep 
Score: -104162528.000000 Penalty: 126803.226562
Splitting cluster 34 changes total score from -104161704.000000 to -104162528.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27472 members 
Mstep: Class 4 contains 173454 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 21046 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11403 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 15821 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 112799 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 34856 members 
Mstep: Class 25 contains 18292 members 
Mstep: Class 26 contains 3362 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111937 members 
Mstep: Class 30 contains 1769 members 
Mstep: Class 31 contains 277 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163104.000000 Penalty: 126803.226562
Iteration 119Q: 39 clusters Score -1.041631e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36189 members 
Mstep: Class 3 contains 27465 members 
Mstep: Class 4 contains 173276 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4560 members 
Mstep: Class 7 contains 21053 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 139 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 15820 members 
Mstep: Class 17 contains 648 members 
Mstep: Class 18 contains 112910 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 21 contains 20891 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 18313 members 
Mstep: Class 26 contains 3360 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 111971 members 
Mstep: Class 30 contains 1762 members 
Mstep: Class 31 contains 277 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 2167 members 
Mstep: Class 35 contains 331 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164472.000000 Penalty: 126803.226562
Iteration 120F: 39 clusters Score -1.041645e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36186 members 
Mstep: Class 3 contains 27452 members 
Mstep: Class 4 contains 173122 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 21062 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 143 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 11394 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13328 members 
Mstep: Class 16 contains 15814 members 
Mstep: Class 17 contains 658 members 
Mstep: Class 18 contains 113024 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 20893 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 34811 members 
Mstep: Class 25 contains 18188 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 3806 members 
Mstep: Class 28 contains 40812 members 
Mstep: Class 29 contains 111991 members 
Mstep: Class 30 contains 1768 members 
Mstep: Class 31 contains 275 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 252 members 
Mstep: Class 37 contains 727 members 
Mstep: Class 38 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165056.000000 Penalty: 126803.226562
Iteration 121Q: 39 clusters Score -1.041651e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36190 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 4 contains 172931 members 
Mstep: Class 5 contains 15533 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 21070 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 11392 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13324 members 
Mstep: Class 16 contains 15814 members 
Mstep: Class 17 contains 664 members 
Mstep: Class 18 contains 113123 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 34826 members 
Mstep: Class 25 contains 18138 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 40812 members 
Mstep: Class 29 contains 112030 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 275 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 249 members 
Mstep: Class 37 contains 708 members 
Mstep: Class 38 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165688.000000 Penalty: 126803.226562
Iteration 122Q: 39 clusters Score -1.041657e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36193 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 172806 members 
Mstep: Class 5 contains 15535 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 11391 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 15809 members 
Mstep: Class 17 contains 670 members 
Mstep: Class 18 contains 113188 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 34852 members 
Mstep: Class 25 contains 18104 members 
Mstep: Class 26 contains 3351 members 
Mstep: Class 27 contains 3814 members 
Mstep: Class 28 contains 40811 members 
Mstep: Class 29 contains 112021 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 275 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 2318 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 248 members 
Mstep: Class 37 contains 700 members 
Mstep: Class 38 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165624.000000 Penalty: 126803.226562
Iteration 123Q: 39 clusters Score -1.041656e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36194 members 
Mstep: Class 3 contains 27414 members 
Mstep: Class 4 contains 172658 members 
Mstep: Class 5 contains 15536 members 
Mstep: Class 6 contains 4530 members 
Mstep: Class 7 contains 21096 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 11390 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 15807 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 113225 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 34869 members 
Mstep: Class 25 contains 18089 members 
Mstep: Class 26 contains 3350 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 40813 members 
Mstep: Class 29 contains 112088 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 274 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 648 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 245 members 
Mstep: Class 37 contains 697 members 
Mstep: Class 38 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165720.000000 Penalty: 126803.226562
Iteration 124Q: 39 clusters Score -1.041657e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36195 members 
Mstep: Class 3 contains 27405 members 
Mstep: Class 4 contains 172517 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 4531 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 11389 members 
Mstep: Class 14 contains 3373 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 15807 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 113255 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 34889 members 
Mstep: Class 25 contains 18073 members 
Mstep: Class 26 contains 3349 members 
Mstep: Class 27 contains 3841 members 
Mstep: Class 28 contains 40815 members 
Mstep: Class 29 contains 112136 members 
Mstep: Class 30 contains 1786 members 
Mstep: Class 31 contains 273 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 650 members 
Mstep: Class 34 contains 2354 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 247 members 
Mstep: Class 37 contains 696 members 
Mstep: Class 38 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165784.000000 Penalty: 126803.226562
Iteration 125Q: 39 clusters Score -1.041658e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 36191 members 
Mstep: Class 3 contains 27403 members 
Mstep: Class 4 contains 172417 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21119 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 11388 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 15808 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 113233 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 34909 members 
Mstep: Class 25 contains 18058 members 
Mstep: Class 26 contains 3350 members 
Mstep: Class 27 contains 3854 members 
Mstep: Class 28 contains 40815 members 
Mstep: Class 29 contains 112205 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 270 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 651 members 
Mstep: Class 34 contains 2363 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 699 members 
Mstep: Class 38 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166056.000000 Penalty: 126803.226562
Iteration 126Q: 39 clusters Score -1.041661e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36185 members 
Mstep: Class 3 contains 27407 members 
Mstep: Class 4 contains 172322 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21122 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 11383 members 
Mstep: Class 14 contains 3369 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113243 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 20897 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 34925 members 
Mstep: Class 25 contains 18052 members 
Mstep: Class 26 contains 3347 members 
Mstep: Class 27 contains 3862 members 
Mstep: Class 28 contains 40810 members 
Mstep: Class 29 contains 112246 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 653 members 
Mstep: Class 34 contains 2370 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 702 members 
Mstep: Class 38 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166256.000000 Penalty: 126803.226562
Iteration 127Q: 39 clusters Score -1.041663e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36181 members 
Mstep: Class 3 contains 27406 members 
Mstep: Class 4 contains 172235 members 
Mstep: Class 5 contains 15540 members 
Mstep: Class 6 contains 4513 members 
Mstep: Class 7 contains 21131 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 15816 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 113259 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 34950 members 
Mstep: Class 25 contains 18049 members 
Mstep: Class 26 contains 3348 members 
Mstep: Class 27 contains 3872 members 
Mstep: Class 28 contains 40805 members 
Mstep: Class 29 contains 112271 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 514 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 2386 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 246 members 
Mstep: Class 37 contains 702 members 
Mstep: Class 38 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166264.000000 Penalty: 126803.226562
Iteration 128Q: 39 clusters Score -1.041663e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36179 members 
Mstep: Class 3 contains 27402 members 
Mstep: Class 4 contains 172147 members 
Mstep: Class 5 contains 15541 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 21138 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 11374 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 15820 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113284 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3629 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 34966 members 
Mstep: Class 25 contains 18048 members 
Mstep: Class 26 contains 3347 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112301 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 264 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 2393 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 705 members 
Mstep: Class 38 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166296.000000 Penalty: 126803.226562
Iteration 129Q: 39 clusters Score -1.041663e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36178 members 
Mstep: Class 3 contains 27398 members 
Mstep: Class 4 contains 172045 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 3368 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 15825 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113326 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 34983 members 
Mstep: Class 25 contains 18048 members 
Mstep: Class 26 contains 3350 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112320 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 2399 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166256.000000 Penalty: 126803.226562
Iteration 130Q: 39 clusters Score -1.041663e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36174 members 
Mstep: Class 3 contains 27388 members 
Mstep: Class 4 contains 171927 members 
Mstep: Class 5 contains 15544 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 11371 members 
Mstep: Class 14 contains 3367 members 
Mstep: Class 15 contains 13261 members 
Mstep: Class 16 contains 15829 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113400 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20880 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 34993 members 
Mstep: Class 25 contains 18042 members 
Mstep: Class 26 contains 3351 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112356 members 
Mstep: Class 30 contains 1791 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 2793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166264.000000 Penalty: 126803.226562
Iteration 131Q: 39 clusters Score -1.041663e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36171 members 
Mstep: Class 3 contains 27377 members 
Mstep: Class 4 contains 171828 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21173 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 11369 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 13261 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113477 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20881 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 34992 members 
Mstep: Class 25 contains 18032 members 
Mstep: Class 26 contains 3354 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112366 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 655 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166232.000000 Penalty: 126803.226562
Iteration 132Q: 39 clusters Score -1.041662e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27372 members 
Mstep: Class 4 contains 171741 members 
Mstep: Class 5 contains 15546 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21180 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 15839 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113562 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 34994 members 
Mstep: Class 25 contains 18032 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112353 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2406 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166192.000000 Penalty: 126803.226562
Iteration 133Q: 39 clusters Score -1.041662e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 171624 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 11365 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 15845 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113639 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20881 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35003 members 
Mstep: Class 25 contains 18030 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112365 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 718 members 
Mstep: Class 38 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166256.000000 Penalty: 126803.226562
Iteration 134Q: 39 clusters Score -1.041663e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36158 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 171545 members 
Mstep: Class 5 contains 15544 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 11366 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 16 contains 15849 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113693 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35013 members 
Mstep: Class 25 contains 18027 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112376 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2407 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166232.000000 Penalty: 126803.226562
Iteration 135Q: 39 clusters Score -1.041662e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36159 members 
Mstep: Class 3 contains 27364 members 
Mstep: Class 4 contains 171471 members 
Mstep: Class 5 contains 15544 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 11362 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 13263 members 
Mstep: Class 16 contains 15852 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113738 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20875 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35015 members 
Mstep: Class 25 contains 18029 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112394 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166056.000000 Penalty: 126803.226562
Iteration 136Q: 39 clusters Score -1.041661e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36155 members 
Mstep: Class 3 contains 27363 members 
Mstep: Class 4 contains 171385 members 
Mstep: Class 5 contains 15544 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 11363 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 15851 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113797 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20874 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35018 members 
Mstep: Class 25 contains 18033 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 3881 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112414 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 236 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2410 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 733 members 
Mstep: Class 38 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166208.000000 Penalty: 126803.226562
Iteration 137Q: 39 clusters Score -1.041662e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36153 members 
Mstep: Class 3 contains 27361 members 
Mstep: Class 4 contains 171292 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 11361 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 15856 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113860 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20876 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35026 members 
Mstep: Class 25 contains 18032 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3882 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112434 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 231 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 656 members 
Mstep: Class 34 contains 2409 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 738 members 
Mstep: Class 38 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166192.000000 Penalty: 126803.226562
Iteration 138Q: 39 clusters Score -1.041662e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36154 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 171202 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 3359 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 15860 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113916 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20876 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 35032 members 
Mstep: Class 25 contains 18035 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112449 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 230 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 2412 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 739 members 
Mstep: Class 38 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166216.000000 Penalty: 126803.226562
Iteration 139Q: 39 clusters Score -1.041662e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36153 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 171097 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 21220 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 13256 members 
Mstep: Class 16 contains 15865 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 113987 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1302 members 
Mstep: Class 24 contains 35036 members 
Mstep: Class 25 contains 18034 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 229 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 250 members 
Mstep: Class 37 contains 739 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166168.000000 Penalty: 126803.226562
Iteration 140F: 39 clusters Score -1.041662e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 170983 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 114075 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20875 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1303 members 
Mstep: Class 24 contains 35052 members 
Mstep: Class 25 contains 18033 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 227 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 2413 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 255 members 
Mstep: Class 37 contains 735 members 
Mstep: Class 38 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166280.000000 Penalty: 126803.226562
Iteration 141Q: 39 clusters Score -1.041663e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36154 members 
Mstep: Class 3 contains 27357 members 
Mstep: Class 4 contains 170896 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114164 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20876 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1305 members 
Mstep: Class 24 contains 35062 members 
Mstep: Class 25 contains 18038 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112434 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 258 members 
Mstep: Class 37 contains 727 members 
Mstep: Class 38 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166512.000000 Penalty: 126803.226562
Iteration 142Q: 39 clusters Score -1.041665e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27351 members 
Mstep: Class 4 contains 170823 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4515 members 
Mstep: Class 7 contains 21232 members 
Mstep: Class 8 contains 868 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 3357 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114241 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 35065 members 
Mstep: Class 25 contains 18048 members 
Mstep: Class 26 contains 3358 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112411 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 223 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166656.000000 Penalty: 126803.226562
Iteration 143Q: 39 clusters Score -1.041667e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27350 members 
Mstep: Class 4 contains 170751 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 114321 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20879 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35071 members 
Mstep: Class 25 contains 18051 members 
Mstep: Class 26 contains 3357 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112379 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 657 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 260 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168304.000000 Penalty: 126803.226562
Iteration 144Q: 39 clusters Score -1.041683e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27345 members 
Mstep: Class 4 contains 170666 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21247 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13252 members 
Mstep: Class 16 contains 15883 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114409 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20882 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35078 members 
Mstep: Class 25 contains 18053 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112352 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 205 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 731 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168256.000000 Penalty: 126803.226562
Iteration 145Q: 39 clusters Score -1.041683e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36158 members 
Mstep: Class 3 contains 27338 members 
Mstep: Class 4 contains 170596 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21250 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114506 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35081 members 
Mstep: Class 25 contains 18054 members 
Mstep: Class 26 contains 3358 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112323 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 745 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168440.000000 Penalty: 126803.226562
Iteration 146Q: 39 clusters Score -1.041684e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27337 members 
Mstep: Class 4 contains 170526 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21256 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13251 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114596 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20884 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35092 members 
Mstep: Class 25 contains 18059 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112286 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 185 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 751 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168304.000000 Penalty: 126803.226562
Iteration 147Q: 39 clusters Score -1.041683e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36159 members 
Mstep: Class 3 contains 27335 members 
Mstep: Class 4 contains 170469 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21261 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2080 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114684 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35095 members 
Mstep: Class 25 contains 18060 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112242 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 752 members 
Mstep: Class 38 contains 2856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168184.000000 Penalty: 126803.226562
Iteration 148Q: 39 clusters Score -1.041682e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36158 members 
Mstep: Class 3 contains 27331 members 
Mstep: Class 4 contains 170405 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21265 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 15880 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114775 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20892 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35095 members 
Mstep: Class 25 contains 18060 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112217 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168144.000000 Penalty: 126803.226562
Iteration 149Q: 39 clusters Score -1.041681e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170330 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13242 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114842 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20894 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35097 members 
Mstep: Class 25 contains 18064 members 
Mstep: Class 26 contains 3355 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112218 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168272.000000 Penalty: 126803.226562
Iteration 150Q: 39 clusters Score -1.041683e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36158 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170274 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21274 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114887 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35104 members 
Mstep: Class 25 contains 18068 members 
Mstep: Class 26 contains 3354 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112216 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168152.000000 Penalty: 126803.226562
Iteration 151Q: 39 clusters Score -1.041682e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36160 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 170221 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 15884 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114916 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20893 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35115 members 
Mstep: Class 25 contains 18073 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112222 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2414 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168288.000000 Penalty: 126803.226562
Iteration 152Q: 39 clusters Score -1.041683e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27323 members 
Mstep: Class 4 contains 170180 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 15884 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 114947 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35122 members 
Mstep: Class 25 contains 18074 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112221 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168344.000000 Penalty: 126803.226562
Iteration 153Q: 39 clusters Score -1.041683e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27322 members 
Mstep: Class 4 contains 170147 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21284 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115000 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35127 members 
Mstep: Class 25 contains 18072 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40793 members 
Mstep: Class 29 contains 112198 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168280.000000 Penalty: 126803.226562
Iteration 154Q: 39 clusters Score -1.041683e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36155 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 170123 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115025 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35135 members 
Mstep: Class 25 contains 18072 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40793 members 
Mstep: Class 29 contains 112184 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2415 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168440.000000 Penalty: 126803.226562
Iteration 155Q: 39 clusters Score -1.041684e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 170086 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15883 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115026 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35143 members 
Mstep: Class 25 contains 18071 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40794 members 
Mstep: Class 29 contains 112198 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2416 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168440.000000 Penalty: 126803.226562
Iteration 156Q: 39 clusters Score -1.041684e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36155 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 170055 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 11359 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15883 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115029 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35145 members 
Mstep: Class 25 contains 18074 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112219 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2417 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168304.000000 Penalty: 126803.226562
Iteration 157Q: 39 clusters Score -1.041683e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170033 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11356 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115033 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20902 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35151 members 
Mstep: Class 25 contains 18073 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112231 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168400.000000 Penalty: 126803.226562
Iteration 158Q: 39 clusters Score -1.041684e+08 nChanged 174
Entering ConstructFrom: 
Score: -104168400.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -37057.195312 Penalty: 1462.494141
	Iteration 0F: 2 clusters Score -37057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36237.921875 Penalty: 2924.988281
	Iteration 0F: 3 clusters Score -36237.92 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37027.082031 Penalty: 2924.988281
	Iteration 1F: 3 clusters Score -37027.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37599.218750 Penalty: 2924.988281
	Iteration 2F: 3 clusters Score -37599.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37853.277344 Penalty: 2924.988281
	Iteration 3Q: 3 clusters Score -37853.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37885.003906 Penalty: 2924.988281
	Iteration 4Q: 3 clusters Score -37885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37885.003906 Penalty: 2924.988281
	Iteration 5F: 3 clusters Score -37885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170010 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115049 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35154 members 
Mstep: Class 25 contains 18077 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112239 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 100 members 
Entering Unmasked Estep 
Score: -104167384.000000 Penalty: 130140.156250
Splitting cluster 1 changes total score from -104168400.000000 to -104167384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Entering Unmasked Estep 
Score: -5478139.000000 Penalty: 2602.908203
	Iteration 0F: 2 clusters Score -5478139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5453404.000000 Penalty: 5205.816406
	Iteration 0F: 3 clusters Score -5453404 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -5463021.500000 Penalty: 5205.816406
	Iteration 1F: 3 clusters Score -5463022 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5464015.500000 Penalty: 5205.816406
	Iteration 2F: 3 clusters Score -5464016 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -5465010.000000 Penalty: 5205.816406
	Iteration 3F: 3 clusters Score -5465010 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5466056.500000 Penalty: 5205.816406
	Iteration 4F: 3 clusters Score -5466056 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5467073.000000 Penalty: 5205.816406
	Iteration 5F: 3 clusters Score -5467073 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -5468190.500000 Penalty: 5205.816406
	Iteration 6F: 3 clusters Score -5468190 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5469484.000000 Penalty: 5205.816406
	Iteration 7F: 3 clusters Score -5469484 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5470706.000000 Penalty: 5205.816406
	Iteration 8F: 3 clusters Score -5470706 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -5471607.000000 Penalty: 5205.816406
	Iteration 9Q: 3 clusters Score -5471607 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5472254.500000 Penalty: 5205.816406
	Iteration 10Q: 3 clusters Score -5472254 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5472780.500000 Penalty: 5205.816406
	Iteration 11Q: 3 clusters Score -5472780 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5473168.000000 Penalty: 5205.816406
	Iteration 12Q: 3 clusters Score -5473168 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5473549.000000 Penalty: 5205.816406
	Iteration 13Q: 3 clusters Score -5473549 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5473843.000000 Penalty: 5205.816406
	Iteration 14Q: 3 clusters Score -5473843 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5474048.500000 Penalty: 5205.816406
	Iteration 15Q: 3 clusters Score -5474048 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5474209.000000 Penalty: 5205.816406
	Iteration 16Q: 3 clusters Score -5474209 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5474378.000000 Penalty: 5205.816406
	Iteration 17Q: 3 clusters Score -5474378 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5474510.000000 Penalty: 5205.816406
	Iteration 18Q: 3 clusters Score -5474510 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5474586.500000 Penalty: 5205.816406
	Iteration 19Q: 3 clusters Score -5474586 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5474687.000000 Penalty: 5205.816406
	Iteration 20F: 3 clusters Score -5474687 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -5474783.000000 Penalty: 5205.816406
	Iteration 21Q: 3 clusters Score -5474783 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5474870.000000 Penalty: 5205.816406
	Iteration 22Q: 3 clusters Score -5474870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5474919.000000 Penalty: 5205.816406
	Iteration 23Q: 3 clusters Score -5474919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5474959.500000 Penalty: 5205.816406
	Iteration 24Q: 3 clusters Score -5474960 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5474983.000000 Penalty: 5205.816406
	Iteration 25Q: 3 clusters Score -5474983 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -5475028.000000 Penalty: 5205.816406
	Iteration 26Q: 3 clusters Score -5475028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -5475046.500000 Penalty: 5205.816406
	Iteration 27Q: 3 clusters Score -5475046 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -5475047.500000 Penalty: 5205.816406
	Iteration 28Q: 3 clusters Score -5475048 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -5475067.000000 Penalty: 5205.816406
	Iteration 29Q: 3 clusters Score -5475067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5475078.000000 Penalty: 5205.816406
	Iteration 30Q: 3 clusters Score -5475078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5475084.500000 Penalty: 5205.816406
	Iteration 31Q: 3 clusters Score -5475084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -5475116.000000 Penalty: 5205.816406
	Iteration 32Q: 3 clusters Score -5475116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5475124.000000 Penalty: 5205.816406
	Iteration 33Q: 3 clusters Score -5475124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5475135.000000 Penalty: 5205.816406
	Iteration 34Q: 3 clusters Score -5475135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5475138.500000 Penalty: 5205.816406
	Iteration 35Q: 3 clusters Score -5475138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5475130.500000 Penalty: 5205.816406
	Iteration 36Q: 3 clusters Score -5475130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -5475154.500000 Penalty: 5205.816406
	Iteration 37Q: 3 clusters Score -5475154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5475148.500000 Penalty: 5205.816406
	Iteration 38Q: 3 clusters Score -5475148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5475157.500000 Penalty: 5205.816406
	Iteration 39Q: 3 clusters Score -5475158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -5475161.500000 Penalty: 5205.816406
	Iteration 40F: 3 clusters Score -5475162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5475162.000000 Penalty: 5205.816406
	Iteration 41Q: 3 clusters Score -5475162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5475153.000000 Penalty: 5205.816406
	Iteration 42Q: 3 clusters Score -5475153 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5475183.000000 Penalty: 5205.816406
	Iteration 43Q: 3 clusters Score -5475183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5475185.500000 Penalty: 5205.816406
	Iteration 44Q: 3 clusters Score -5475186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5475199.000000 Penalty: 5205.816406
	Iteration 45Q: 3 clusters Score -5475199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5475210.000000 Penalty: 5205.816406
	Iteration 46Q: 3 clusters Score -5475210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5475205.500000 Penalty: 5205.816406
	Iteration 47Q: 3 clusters Score -5475206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5475214.500000 Penalty: 5205.816406
	Iteration 48Q: 3 clusters Score -5475214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5475225.500000 Penalty: 5205.816406
	Iteration 49Q: 3 clusters Score -5475226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5475234.500000 Penalty: 5205.816406
	Iteration 50Q: 3 clusters Score -5475234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -5475229.500000 Penalty: 5205.816406
	Iteration 51Q: 3 clusters Score -5475230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5475223.500000 Penalty: 5205.816406
	Iteration 52Q: 3 clusters Score -5475224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5475225.000000 Penalty: 5205.816406
	Iteration 53Q: 3 clusters Score -5475225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5475233.000000 Penalty: 5205.816406
	Iteration 54Q: 3 clusters Score -5475233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5475239.500000 Penalty: 5205.816406
	Iteration 55Q: 3 clusters Score -5475240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5475254.500000 Penalty: 5205.816406
	Iteration 56Q: 3 clusters Score -5475254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5475277.500000 Penalty: 5205.816406
	Iteration 57Q: 3 clusters Score -5475278 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -5475300.000000 Penalty: 5205.816406
	Iteration 58Q: 3 clusters Score -5475300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -5475326.000000 Penalty: 5205.816406
	Iteration 59Q: 3 clusters Score -5475326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5475335.000000 Penalty: 5205.816406
	Iteration 60F: 3 clusters Score -5475335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5475361.500000 Penalty: 5205.816406
	Iteration 61Q: 3 clusters Score -5475362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5475358.500000 Penalty: 5205.816406
	Iteration 62Q: 3 clusters Score -5475358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -5475348.500000 Penalty: 5205.816406
	Iteration 63Q: 3 clusters Score -5475348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5475383.500000 Penalty: 5205.816406
	Iteration 64Q: 3 clusters Score -5475384 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5475411.500000 Penalty: 5205.816406
	Iteration 65Q: 3 clusters Score -5475412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5475426.000000 Penalty: 5205.816406
	Iteration 66Q: 3 clusters Score -5475426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5475446.500000 Penalty: 5205.816406
	Iteration 67Q: 3 clusters Score -5475446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -5475478.000000 Penalty: 5205.816406
	Iteration 68Q: 3 clusters Score -5475478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -5475509.000000 Penalty: 5205.816406
	Iteration 69Q: 3 clusters Score -5475509 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5475531.000000 Penalty: 5205.816406
	Iteration 70Q: 3 clusters Score -5475531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5475543.500000 Penalty: 5205.816406
	Iteration 71Q: 3 clusters Score -5475544 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5475591.500000 Penalty: 5205.816406
	Iteration 72Q: 3 clusters Score -5475592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5475649.000000 Penalty: 5205.816406
	Iteration 73Q: 3 clusters Score -5475649 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5475711.500000 Penalty: 5205.816406
	Iteration 74Q: 3 clusters Score -5475712 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5475786.000000 Penalty: 5205.816406
	Iteration 75Q: 3 clusters Score -5475786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5475848.000000 Penalty: 5205.816406
	Iteration 76Q: 3 clusters Score -5475848 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5475940.000000 Penalty: 5205.816406
	Iteration 77Q: 3 clusters Score -5475940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5476030.000000 Penalty: 5205.816406
	Iteration 78Q: 3 clusters Score -5476030 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5476073.500000 Penalty: 5205.816406
	Iteration 79Q: 3 clusters Score -5476074 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5476112.000000 Penalty: 5205.816406
	Iteration 80F: 3 clusters Score -5476112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5476134.500000 Penalty: 5205.816406
	Iteration 81Q: 3 clusters Score -5476134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5476156.500000 Penalty: 5205.816406
	Iteration 82Q: 3 clusters Score -5476156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -5476187.000000 Penalty: 5205.816406
	Iteration 83Q: 3 clusters Score -5476187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5476216.500000 Penalty: 5205.816406
	Iteration 84Q: 3 clusters Score -5476216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -5476240.500000 Penalty: 5205.816406
	Iteration 85Q: 3 clusters Score -5476240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5476260.500000 Penalty: 5205.816406
	Iteration 86Q: 3 clusters Score -5476260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5476291.500000 Penalty: 5205.816406
	Iteration 87Q: 3 clusters Score -5476292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5476324.000000 Penalty: 5205.816406
	Iteration 88Q: 3 clusters Score -5476324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5476341.500000 Penalty: 5205.816406
	Iteration 89Q: 3 clusters Score -5476342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -5476385.500000 Penalty: 5205.816406
	Iteration 90Q: 3 clusters Score -5476386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -5476420.500000 Penalty: 5205.816406
	Iteration 91Q: 3 clusters Score -5476420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -5476466.500000 Penalty: 5205.816406
	Iteration 92Q: 3 clusters Score -5476466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -5476483.500000 Penalty: 5205.816406
	Iteration 93Q: 3 clusters Score -5476484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -5476518.500000 Penalty: 5205.816406
	Iteration 94Q: 3 clusters Score -5476518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -5476547.000000 Penalty: 5205.816406
	Iteration 95Q: 3 clusters Score -5476547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5476597.000000 Penalty: 5205.816406
	Iteration 96Q: 3 clusters Score -5476597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5476635.500000 Penalty: 5205.816406
	Iteration 97Q: 3 clusters Score -5476636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5476638.500000 Penalty: 5205.816406
	Iteration 98Q: 3 clusters Score -5476638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -5476650.000000 Penalty: 5205.816406
	Iteration 99Q: 3 clusters Score -5476650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -5476668.000000 Penalty: 5205.816406
	Iteration 100F: 3 clusters Score -5476668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -5476690.000000 Penalty: 5205.816406
	Iteration 101Q: 3 clusters Score -5476690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5476693.000000 Penalty: 5205.816406
	Iteration 102Q: 3 clusters Score -5476693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5476699.000000 Penalty: 5205.816406
	Iteration 103Q: 3 clusters Score -5476699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5476712.500000 Penalty: 5205.816406
	Iteration 104Q: 3 clusters Score -5476712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5476718.500000 Penalty: 5205.816406
	Iteration 105Q: 3 clusters Score -5476718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5476709.500000 Penalty: 5205.816406
	Iteration 106Q: 3 clusters Score -5476710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5476712.000000 Penalty: 5205.816406
	Iteration 107Q: 3 clusters Score -5476712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -5476717.000000 Penalty: 5205.816406
	Iteration 108Q: 3 clusters Score -5476717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -5476719.000000 Penalty: 5205.816406
	Iteration 109Q: 3 clusters Score -5476719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -5476718.000000 Penalty: 5205.816406
	Iteration 110Q: 3 clusters Score -5476718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -5476723.500000 Penalty: 5205.816406
	Iteration 111Q: 3 clusters Score -5476724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -5476714.500000 Penalty: 5205.816406
	Iteration 112Q: 3 clusters Score -5476714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -5476716.500000 Penalty: 5205.816406
	Iteration 113Q: 3 clusters Score -5476716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5476715.000000 Penalty: 5205.816406
	Iteration 114Q: 3 clusters Score -5476715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5476719.000000 Penalty: 5205.816406
	Iteration 115Q: 3 clusters Score -5476719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -5476722.500000 Penalty: 5205.816406
	Iteration 116Q: 3 clusters Score -5476722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5476723.500000 Penalty: 5205.816406
	Iteration 117Q: 3 clusters Score -5476724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -5476722.500000 Penalty: 5205.816406
	Iteration 118Q: 3 clusters Score -5476722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5476728.000000 Penalty: 5205.816406
	Iteration 119Q: 3 clusters Score -5476728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5476728.500000 Penalty: 5205.816406
	Iteration 120F: 3 clusters Score -5476728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5476725.000000 Penalty: 5205.816406
	Iteration 121Q: 3 clusters Score -5476725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5476727.500000 Penalty: 5205.816406
	Iteration 122Q: 3 clusters Score -5476728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5476729.000000 Penalty: 5205.816406
	Iteration 123Q: 3 clusters Score -5476729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5476729.000000 Penalty: 5205.816406
	Iteration 124Q: 3 clusters Score -5476729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -5476726.000000 Penalty: 5205.816406
	Iteration 125Q: 3 clusters Score -5476726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5476722.000000 Penalty: 5205.816406
	Iteration 126Q: 3 clusters Score -5476722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5476721.000000 Penalty: 5205.816406
	Iteration 127Q: 3 clusters Score -5476721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -5476718.000000 Penalty: 5205.816406
	Iteration 128Q: 3 clusters Score -5476718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5476735.000000 Penalty: 5205.816406
	Iteration 129Q: 3 clusters Score -5476735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -5476727.000000 Penalty: 5205.816406
	Iteration 130Q: 3 clusters Score -5476727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5476737.500000 Penalty: 5205.816406
	Iteration 131Q: 3 clusters Score -5476738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -5476740.000000 Penalty: 5205.816406
	Iteration 132Q: 3 clusters Score -5476740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -5476742.500000 Penalty: 5205.816406
	Iteration 133Q: 3 clusters Score -5476742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5476734.000000 Penalty: 5205.816406
	Iteration 134Q: 3 clusters Score -5476734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5476734.000000 Penalty: 5205.816406
	Iteration 135Q: 3 clusters Score -5476734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -5476730.500000 Penalty: 5205.816406
	Iteration 136Q: 3 clusters Score -5476730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5476724.500000 Penalty: 5205.816406
	Iteration 137Q: 3 clusters Score -5476724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5476721.000000 Penalty: 5205.816406
	Iteration 138Q: 3 clusters Score -5476721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5476727.000000 Penalty: 5205.816406
	Iteration 139Q: 3 clusters Score -5476727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5476726.000000 Penalty: 5205.816406
	Iteration 140F: 3 clusters Score -5476726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -5476732.500000 Penalty: 5205.816406
	Iteration 141Q: 3 clusters Score -5476732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -5476742.500000 Penalty: 5205.816406
	Iteration 142Q: 3 clusters Score -5476742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5476742.500000 Penalty: 5205.816406
	Iteration 143Q: 3 clusters Score -5476742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5476740.500000 Penalty: 5205.816406
	Iteration 144Q: 3 clusters Score -5476740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5476742.000000 Penalty: 5205.816406
	Iteration 145Q: 3 clusters Score -5476742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5476742.500000 Penalty: 5205.816406
	Iteration 146Q: 3 clusters Score -5476742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5476742.500000 Penalty: 5205.816406
	Iteration 147F: 3 clusters Score -5476742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Entering Unmasked Estep 
Score: -4139458.250000 Penalty: 2533.485352
	Iteration 0F: 2 clusters Score -4139458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4120686.000000 Penalty: 5066.970703
	Iteration 0F: 3 clusters Score -4120686 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4127363.750000 Penalty: 5066.970703
	Iteration 1F: 3 clusters Score -4127364 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4127854.500000 Penalty: 5066.970703
	Iteration 2F: 3 clusters Score -4127854 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4128271.000000 Penalty: 5066.970703
	Iteration 3Q: 3 clusters Score -4128271 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4128663.000000 Penalty: 5066.970703
	Iteration 4Q: 3 clusters Score -4128663 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4129096.000000 Penalty: 5066.970703
	Iteration 5Q: 3 clusters Score -4129096 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4129578.250000 Penalty: 5066.970703
	Iteration 6Q: 3 clusters Score -4129578 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4130111.500000 Penalty: 5066.970703
	Iteration 7Q: 3 clusters Score -4130112 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4130741.500000 Penalty: 5066.970703
	Iteration 8Q: 3 clusters Score -4130742 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4131550.750000 Penalty: 5066.970703
	Iteration 9F: 3 clusters Score -4131551 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4132568.000000 Penalty: 5066.970703
	Iteration 10F: 3 clusters Score -4132568 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4133685.000000 Penalty: 5066.970703
	Iteration 11F: 3 clusters Score -4133685 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4134803.500000 Penalty: 5066.970703
	Iteration 12F: 3 clusters Score -4134804 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4135678.000000 Penalty: 5066.970703
	Iteration 13Q: 3 clusters Score -4135678 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4136263.500000 Penalty: 5066.970703
	Iteration 14Q: 3 clusters Score -4136264 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4136649.250000 Penalty: 5066.970703
	Iteration 15Q: 3 clusters Score -4136649 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4136868.500000 Penalty: 5066.970703
	Iteration 16Q: 3 clusters Score -4136868 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4137011.750000 Penalty: 5066.970703
	Iteration 17Q: 3 clusters Score -4137012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4137119.000000 Penalty: 5066.970703
	Iteration 18Q: 3 clusters Score -4137119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4137174.250000 Penalty: 5066.970703
	Iteration 19Q: 3 clusters Score -4137174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4137223.750000 Penalty: 5066.970703
	Iteration 20F: 3 clusters Score -4137224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4137245.250000 Penalty: 5066.970703
	Iteration 21Q: 3 clusters Score -4137245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4137274.000000 Penalty: 5066.970703
	Iteration 22Q: 3 clusters Score -4137274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4137291.500000 Penalty: 5066.970703
	Iteration 23Q: 3 clusters Score -4137292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4137309.250000 Penalty: 5066.970703
	Iteration 24Q: 3 clusters Score -4137309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4137334.750000 Penalty: 5066.970703
	Iteration 25Q: 3 clusters Score -4137335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4137338.000000 Penalty: 5066.970703
	Iteration 26Q: 3 clusters Score -4137338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4137344.250000 Penalty: 5066.970703
	Iteration 27Q: 3 clusters Score -4137344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4137346.750000 Penalty: 5066.970703
	Iteration 28Q: 3 clusters Score -4137347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4137351.750000 Penalty: 5066.970703
	Iteration 29Q: 3 clusters Score -4137352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4137353.750000 Penalty: 5066.970703
	Iteration 30Q: 3 clusters Score -4137354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4137354.000000 Penalty: 5066.970703
	Iteration 31Q: 3 clusters Score -4137354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4137353.000000 Penalty: 5066.970703
	Iteration 32Q: 3 clusters Score -4137353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4137356.250000 Penalty: 5066.970703
	Iteration 33Q: 3 clusters Score -4137356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4137356.250000 Penalty: 5066.970703
	Iteration 34F: 3 clusters Score -4137356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170010 members 
Entering Unmasked Estep 
Score: -26121350.000000 Penalty: 2986.815918
	Iteration 0F: 2 clusters Score -2.612135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -26017066.000000 Penalty: 5973.631836
	Iteration 0F: 3 clusters Score -2.601707e+07 nChanged 81261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -26064518.000000 Penalty: 5973.631836
	Iteration 1F: 3 clusters Score -2.606452e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -26065708.000000 Penalty: 5973.631836
	Iteration 2Q: 3 clusters Score -2.606571e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -26067514.000000 Penalty: 5973.631836
	Iteration 3Q: 3 clusters Score -2.606751e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -26070430.000000 Penalty: 5973.631836
	Iteration 4Q: 3 clusters Score -2.607043e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -26074804.000000 Penalty: 5973.631836
	Iteration 5F: 3 clusters Score -2.60748e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
Score: -26080848.000000 Penalty: 5973.631836
	Iteration 6F: 3 clusters Score -2.608085e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -26089678.000000 Penalty: 5973.631836
	Iteration 7F: 3 clusters Score -2.608968e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -26099318.000000 Penalty: 5973.631836
	Iteration 8F: 3 clusters Score -2.609932e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 120625 members 
Entering Unmasked Estep 
Score: -26107922.000000 Penalty: 5973.631836
	Iteration 9F: 3 clusters Score -2.610792e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -26113010.000000 Penalty: 5973.631836
	Iteration 10Q: 3 clusters Score -2.611301e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 132573 members 
Entering Unmasked Estep 
Score: -26115828.000000 Penalty: 5973.631836
	Iteration 11Q: 3 clusters Score -2.611583e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -26117440.000000 Penalty: 5973.631836
	Iteration 12Q: 3 clusters Score -2.611744e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -26118126.000000 Penalty: 5973.631836
	Iteration 13Q: 3 clusters Score -2.611813e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 147659 members 
Entering Unmasked Estep 
Score: -26118342.000000 Penalty: 5973.631836
	Iteration 14Q: 3 clusters Score -2.611834e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -26118340.000000 Penalty: 5973.631836
	Iteration 15Q: 3 clusters Score -2.611834e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -26118468.000000 Penalty: 5973.631836
	Iteration 16Q: 3 clusters Score -2.611847e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -26118344.000000 Penalty: 5973.631836
	Iteration 17Q: 3 clusters Score -2.611834e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -26118236.000000 Penalty: 5973.631836
	Iteration 18Q: 3 clusters Score -2.611824e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -26118444.000000 Penalty: 5973.631836
	Iteration 19Q: 3 clusters Score -2.611844e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -26118514.000000 Penalty: 5973.631836
	Iteration 20F: 3 clusters Score -2.611851e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -26118620.000000 Penalty: 5973.631836
	Iteration 21Q: 3 clusters Score -2.611862e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 167160 members 
Entering Unmasked Estep 
Score: -26118686.000000 Penalty: 5973.631836
	Iteration 22Q: 3 clusters Score -2.611869e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -26118738.000000 Penalty: 5973.631836
	Iteration 23Q: 3 clusters Score -2.611874e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 168112 members 
Entering Unmasked Estep 
Score: -26118760.000000 Penalty: 5973.631836
	Iteration 24Q: 3 clusters Score -2.611876e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -26118822.000000 Penalty: 5973.631836
	Iteration 25Q: 3 clusters Score -2.611882e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -26118788.000000 Penalty: 5973.631836
	Iteration 26Q: 3 clusters Score -2.611879e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -26118844.000000 Penalty: 5973.631836
	Iteration 27Q: 3 clusters Score -2.611884e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -26118838.000000 Penalty: 5973.631836
	Iteration 28Q: 3 clusters Score -2.611884e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -26118814.000000 Penalty: 5973.631836
	Iteration 29Q: 3 clusters Score -2.611881e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -26118870.000000 Penalty: 5973.631836
	Iteration 30Q: 3 clusters Score -2.611887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -26118898.000000 Penalty: 5973.631836
	Iteration 31Q: 3 clusters Score -2.61189e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -26118922.000000 Penalty: 5973.631836
	Iteration 32Q: 3 clusters Score -2.611892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 169267 members 
Entering Unmasked Estep 
Score: -26118942.000000 Penalty: 5973.631836
	Iteration 33Q: 3 clusters Score -2.611894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -26118930.000000 Penalty: 5973.631836
	Iteration 34Q: 3 clusters Score -2.611893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169357 members 
Entering Unmasked Estep 
Score: -26118948.000000 Penalty: 5973.631836
	Iteration 35Q: 3 clusters Score -2.611895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -26118964.000000 Penalty: 5973.631836
	Iteration 36Q: 3 clusters Score -2.611896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 169404 members 
Entering Unmasked Estep 
Score: -26118956.000000 Penalty: 5973.631836
	Iteration 37Q: 3 clusters Score -2.611896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -26118936.000000 Penalty: 5973.631836
	Iteration 38Q: 3 clusters Score -2.611894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -26118932.000000 Penalty: 5973.631836
	Iteration 39Q: 3 clusters Score -2.611893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -26118934.000000 Penalty: 5973.631836
	Iteration 40F: 3 clusters Score -2.611893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 169457 members 
Entering Unmasked Estep 
Score: -26118962.000000 Penalty: 5973.631836
	Iteration 41Q: 3 clusters Score -2.611896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -26118940.000000 Penalty: 5973.631836
	Iteration 42Q: 3 clusters Score -2.611894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 169469 members 
Entering Unmasked Estep 
Score: -26118938.000000 Penalty: 5973.631836
	Iteration 43Q: 3 clusters Score -2.611894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 169471 members 
Entering Unmasked Estep 
Score: -26118956.000000 Penalty: 5973.631836
	Iteration 44Q: 3 clusters Score -2.611896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 169473 members 
Entering Unmasked Estep 
Score: -26118956.000000 Penalty: 5973.631836
	Iteration 45Q: 3 clusters Score -2.611896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 169476 members 
Entering Unmasked Estep 
Score: -26118974.000000 Penalty: 5973.631836
	Iteration 46Q: 3 clusters Score -2.611897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -26118970.000000 Penalty: 5973.631836
	Iteration 47Q: 3 clusters Score -2.611897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 169491 members 
Entering Unmasked Estep 
Score: -26118974.000000 Penalty: 5973.631836
	Iteration 48Q: 3 clusters Score -2.611897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 169497 members 
Entering Unmasked Estep 
Score: -26118974.000000 Penalty: 5973.631836
	Iteration 49Q: 3 clusters Score -2.611897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 169499 members 
Entering Unmasked Estep 
Score: -26118978.000000 Penalty: 5973.631836
	Iteration 50Q: 3 clusters Score -2.611898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 169501 members 
Entering Unmasked Estep 
Score: -26118980.000000 Penalty: 5973.631836
	Iteration 51Q: 3 clusters Score -2.611898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 169503 members 
Entering Unmasked Estep 
Score: -26118968.000000 Penalty: 5973.631836
	Iteration 52Q: 3 clusters Score -2.611897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -26118980.000000 Penalty: 5973.631836
	Iteration 53Q: 3 clusters Score -2.611898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 169506 members 
Entering Unmasked Estep 
Score: -26118986.000000 Penalty: 5973.631836
	Iteration 54Q: 3 clusters Score -2.611899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -26118976.000000 Penalty: 5973.631836
	Iteration 55Q: 3 clusters Score -2.611898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -26118990.000000 Penalty: 5973.631836
	Iteration 56Q: 3 clusters Score -2.611899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -26118978.000000 Penalty: 5973.631836
	Iteration 57Q: 3 clusters Score -2.611898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 169512 members 
Entering Unmasked Estep 
Score: -26118966.000000 Penalty: 5973.631836
	Iteration 58Q: 3 clusters Score -2.611897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -26118960.000000 Penalty: 5973.631836
	Iteration 59Q: 3 clusters Score -2.611896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -26118962.000000 Penalty: 5973.631836
	Iteration 60F: 3 clusters Score -2.611896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 169517 members 
Entering Unmasked Estep 
Score: -26118956.000000 Penalty: 5973.631836
	Iteration 61Q: 3 clusters Score -2.611896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 169518 members 
Entering Unmasked Estep 
Score: -26118956.000000 Penalty: 5973.631836
	Iteration 62Q: 3 clusters Score -2.611896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -26118928.000000 Penalty: 5973.631836
	Iteration 63Q: 3 clusters Score -2.611893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -26118934.000000 Penalty: 5973.631836
	Iteration 64Q: 3 clusters Score -2.611893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -26118942.000000 Penalty: 5973.631836
	Iteration 65Q: 3 clusters Score -2.611894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169525 members 
Entering Unmasked Estep 
Score: -26118942.000000 Penalty: 5973.631836
	Iteration 66F: 3 clusters Score -2.611894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Entering Unmasked Estep 
Score: -2367772.750000 Penalty: 2393.522705
	Iteration 0F: 2 clusters Score -2367773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2356606.250000 Penalty: 4787.045410
	Iteration 0F: 3 clusters Score -2356606 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2360134.500000 Penalty: 4787.045410
	Iteration 1F: 3 clusters Score -2360134 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2360599.000000 Penalty: 4787.045410
	Iteration 2F: 3 clusters Score -2360599 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2360982.000000 Penalty: 4787.045410
	Iteration 3F: 3 clusters Score -2360982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2361361.250000 Penalty: 4787.045410
	Iteration 4Q: 3 clusters Score -2361361 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2361728.250000 Penalty: 4787.045410
	Iteration 5Q: 3 clusters Score -2361728 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2362037.750000 Penalty: 4787.045410
	Iteration 6Q: 3 clusters Score -2362038 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2362327.250000 Penalty: 4787.045410
	Iteration 7Q: 3 clusters Score -2362327 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2362587.750000 Penalty: 4787.045410
	Iteration 8Q: 3 clusters Score -2362588 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2362861.750000 Penalty: 4787.045410
	Iteration 9Q: 3 clusters Score -2362862 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2363092.750000 Penalty: 4787.045410
	Iteration 10Q: 3 clusters Score -2363093 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2363287.750000 Penalty: 4787.045410
	Iteration 11Q: 3 clusters Score -2363288 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2363457.750000 Penalty: 4787.045410
	Iteration 12Q: 3 clusters Score -2363458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2363606.000000 Penalty: 4787.045410
	Iteration 13Q: 3 clusters Score -2363606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2363728.500000 Penalty: 4787.045410
	Iteration 14Q: 3 clusters Score -2363728 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2363823.250000 Penalty: 4787.045410
	Iteration 15Q: 3 clusters Score -2363823 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2363907.500000 Penalty: 4787.045410
	Iteration 16Q: 3 clusters Score -2363908 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2363991.250000 Penalty: 4787.045410
	Iteration 17Q: 3 clusters Score -2363991 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2364096.000000 Penalty: 4787.045410
	Iteration 18Q: 3 clusters Score -2364096 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2364235.000000 Penalty: 4787.045410
	Iteration 19Q: 3 clusters Score -2364235 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2364421.250000 Penalty: 4787.045410
	Iteration 20F: 3 clusters Score -2364421 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2364611.000000 Penalty: 4787.045410
	Iteration 21Q: 3 clusters Score -2364611 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2364748.000000 Penalty: 4787.045410
	Iteration 22Q: 3 clusters Score -2364748 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2364835.500000 Penalty: 4787.045410
	Iteration 23Q: 3 clusters Score -2364836 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2364890.500000 Penalty: 4787.045410
	Iteration 24Q: 3 clusters Score -2364890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2364913.250000 Penalty: 4787.045410
	Iteration 25Q: 3 clusters Score -2364913 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2364935.000000 Penalty: 4787.045410
	Iteration 26Q: 3 clusters Score -2364935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2364938.750000 Penalty: 4787.045410
	Iteration 27Q: 3 clusters Score -2364939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2364949.500000 Penalty: 4787.045410
	Iteration 28Q: 3 clusters Score -2364950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2364961.000000 Penalty: 4787.045410
	Iteration 29Q: 3 clusters Score -2364961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2364968.500000 Penalty: 4787.045410
	Iteration 30Q: 3 clusters Score -2364968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2364981.000000 Penalty: 4787.045410
	Iteration 31Q: 3 clusters Score -2364981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2364996.500000 Penalty: 4787.045410
	Iteration 32Q: 3 clusters Score -2364996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2365005.000000 Penalty: 4787.045410
	Iteration 33Q: 3 clusters Score -2365005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2365025.750000 Penalty: 4787.045410
	Iteration 34Q: 3 clusters Score -2365026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2365036.000000 Penalty: 4787.045410
	Iteration 35Q: 3 clusters Score -2365036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2365048.500000 Penalty: 4787.045410
	Iteration 36Q: 3 clusters Score -2365048 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2365064.750000 Penalty: 4787.045410
	Iteration 37Q: 3 clusters Score -2365065 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2365086.750000 Penalty: 4787.045410
	Iteration 38Q: 3 clusters Score -2365087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2365098.500000 Penalty: 4787.045410
	Iteration 39Q: 3 clusters Score -2365098 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2365127.000000 Penalty: 4787.045410
	Iteration 40F: 3 clusters Score -2365127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2365152.250000 Penalty: 4787.045410
	Iteration 41Q: 3 clusters Score -2365152 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2365195.750000 Penalty: 4787.045410
	Iteration 42Q: 3 clusters Score -2365196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2365233.500000 Penalty: 4787.045410
	Iteration 43Q: 3 clusters Score -2365234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2365275.500000 Penalty: 4787.045410
	Iteration 44Q: 3 clusters Score -2365276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2365327.250000 Penalty: 4787.045410
	Iteration 45Q: 3 clusters Score -2365327 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2365381.000000 Penalty: 4787.045410
	Iteration 46Q: 3 clusters Score -2365381 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2365448.000000 Penalty: 4787.045410
	Iteration 47Q: 3 clusters Score -2365448 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2365511.750000 Penalty: 4787.045410
	Iteration 48Q: 3 clusters Score -2365512 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2365576.000000 Penalty: 4787.045410
	Iteration 49Q: 3 clusters Score -2365576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2365650.750000 Penalty: 4787.045410
	Iteration 50Q: 3 clusters Score -2365651 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2365715.250000 Penalty: 4787.045410
	Iteration 51Q: 3 clusters Score -2365715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2365773.500000 Penalty: 4787.045410
	Iteration 52Q: 3 clusters Score -2365774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2365826.000000 Penalty: 4787.045410
	Iteration 53Q: 3 clusters Score -2365826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2365879.250000 Penalty: 4787.045410
	Iteration 54Q: 3 clusters Score -2365879 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2365917.000000 Penalty: 4787.045410
	Iteration 55Q: 3 clusters Score -2365917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2365964.000000 Penalty: 4787.045410
	Iteration 56Q: 3 clusters Score -2365964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2366002.500000 Penalty: 4787.045410
	Iteration 57Q: 3 clusters Score -2366002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2366040.750000 Penalty: 4787.045410
	Iteration 58Q: 3 clusters Score -2366041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2366067.250000 Penalty: 4787.045410
	Iteration 59Q: 3 clusters Score -2366067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2366113.750000 Penalty: 4787.045410
	Iteration 60F: 3 clusters Score -2366114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2366144.750000 Penalty: 4787.045410
	Iteration 61Q: 3 clusters Score -2366145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2366167.500000 Penalty: 4787.045410
	Iteration 62Q: 3 clusters Score -2366168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2366190.500000 Penalty: 4787.045410
	Iteration 63Q: 3 clusters Score -2366190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2366206.250000 Penalty: 4787.045410
	Iteration 64Q: 3 clusters Score -2366206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2366221.750000 Penalty: 4787.045410
	Iteration 65Q: 3 clusters Score -2366222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2366234.000000 Penalty: 4787.045410
	Iteration 66Q: 3 clusters Score -2366234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2366253.250000 Penalty: 4787.045410
	Iteration 67Q: 3 clusters Score -2366253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2366272.000000 Penalty: 4787.045410
	Iteration 68Q: 3 clusters Score -2366272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2366288.000000 Penalty: 4787.045410
	Iteration 69Q: 3 clusters Score -2366288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2366306.750000 Penalty: 4787.045410
	Iteration 70Q: 3 clusters Score -2366307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2366330.000000 Penalty: 4787.045410
	Iteration 71Q: 3 clusters Score -2366330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2366345.500000 Penalty: 4787.045410
	Iteration 72Q: 3 clusters Score -2366346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2366375.250000 Penalty: 4787.045410
	Iteration 73Q: 3 clusters Score -2366375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2366404.000000 Penalty: 4787.045410
	Iteration 74Q: 3 clusters Score -2366404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2366430.500000 Penalty: 4787.045410
	Iteration 75Q: 3 clusters Score -2366430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2366473.500000 Penalty: 4787.045410
	Iteration 76Q: 3 clusters Score -2366474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2366511.000000 Penalty: 4787.045410
	Iteration 77Q: 3 clusters Score -2366511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2366546.500000 Penalty: 4787.045410
	Iteration 78Q: 3 clusters Score -2366546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2366598.750000 Penalty: 4787.045410
	Iteration 79Q: 3 clusters Score -2366599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2366644.250000 Penalty: 4787.045410
	Iteration 80F: 3 clusters Score -2366644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2366707.500000 Penalty: 4787.045410
	Iteration 81Q: 3 clusters Score -2366708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2366767.250000 Penalty: 4787.045410
	Iteration 82Q: 3 clusters Score -2366767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2366872.500000 Penalty: 4787.045410
	Iteration 83Q: 3 clusters Score -2366872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2366951.750000 Penalty: 4787.045410
	Iteration 84Q: 3 clusters Score -2366952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2367014.250000 Penalty: 4787.045410
	Iteration 85Q: 3 clusters Score -2367014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2367053.000000 Penalty: 4787.045410
	Iteration 86Q: 3 clusters Score -2367053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2367068.250000 Penalty: 4787.045410
	Iteration 87Q: 3 clusters Score -2367068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2367073.000000 Penalty: 4787.045410
	Iteration 88Q: 3 clusters Score -2367073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2367082.250000 Penalty: 4787.045410
	Iteration 89Q: 3 clusters Score -2367082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2367083.000000 Penalty: 4787.045410
	Iteration 90Q: 3 clusters Score -2367083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2367085.000000 Penalty: 4787.045410
	Iteration 91Q: 3 clusters Score -2367085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2367089.500000 Penalty: 4787.045410
	Iteration 92Q: 3 clusters Score -2367090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2367092.500000 Penalty: 4787.045410
	Iteration 93Q: 3 clusters Score -2367092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2367095.000000 Penalty: 4787.045410
	Iteration 94Q: 3 clusters Score -2367095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2367098.750000 Penalty: 4787.045410
	Iteration 95Q: 3 clusters Score -2367099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2367100.500000 Penalty: 4787.045410
	Iteration 96Q: 3 clusters Score -2367100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2367100.500000 Penalty: 4787.045410
	Iteration 97F: 3 clusters Score -2367100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -657179.625000 Penalty: 2087.069824
	Iteration 0F: 2 clusters Score -657179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -652955.437500 Penalty: 4174.139648
	Iteration 0F: 3 clusters Score -652955.4 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -653961.562500 Penalty: 4174.139648
	Iteration 1F: 3 clusters Score -653961.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -654164.125000 Penalty: 4174.139648
	Iteration 2F: 3 clusters Score -654164.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -654262.875000 Penalty: 4174.139648
	Iteration 3Q: 3 clusters Score -654262.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -654339.250000 Penalty: 4174.139648
	Iteration 4Q: 3 clusters Score -654339.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -654402.250000 Penalty: 4174.139648
	Iteration 5Q: 3 clusters Score -654402.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -654444.750000 Penalty: 4174.139648
	Iteration 6Q: 3 clusters Score -654444.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -654481.125000 Penalty: 4174.139648
	Iteration 7Q: 3 clusters Score -654481.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -654506.875000 Penalty: 4174.139648
	Iteration 8Q: 3 clusters Score -654506.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -654529.250000 Penalty: 4174.139648
	Iteration 9Q: 3 clusters Score -654529.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -654546.062500 Penalty: 4174.139648
	Iteration 10Q: 3 clusters Score -654546.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -654560.562500 Penalty: 4174.139648
	Iteration 11Q: 3 clusters Score -654560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -654569.812500 Penalty: 4174.139648
	Iteration 12Q: 3 clusters Score -654569.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -654577.062500 Penalty: 4174.139648
	Iteration 13Q: 3 clusters Score -654577.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -654582.687500 Penalty: 4174.139648
	Iteration 14Q: 3 clusters Score -654582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -654590.562500 Penalty: 4174.139648
	Iteration 15Q: 3 clusters Score -654590.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -654595.812500 Penalty: 4174.139648
	Iteration 16Q: 3 clusters Score -654595.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -654601.750000 Penalty: 4174.139648
	Iteration 17Q: 3 clusters Score -654601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -654604.937500 Penalty: 4174.139648
	Iteration 18Q: 3 clusters Score -654604.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -654612.312500 Penalty: 4174.139648
	Iteration 19Q: 3 clusters Score -654612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -654617.250000 Penalty: 4174.139648
	Iteration 20F: 3 clusters Score -654617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -654623.125000 Penalty: 4174.139648
	Iteration 21Q: 3 clusters Score -654623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -654624.375000 Penalty: 4174.139648
	Iteration 22Q: 3 clusters Score -654624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -654627.125000 Penalty: 4174.139648
	Iteration 23Q: 3 clusters Score -654627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -654629.250000 Penalty: 4174.139648
	Iteration 24Q: 3 clusters Score -654629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -654631.250000 Penalty: 4174.139648
	Iteration 25Q: 3 clusters Score -654631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -654630.875000 Penalty: 4174.139648
	Iteration 26Q: 3 clusters Score -654630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -654631.062500 Penalty: 4174.139648
	Iteration 27Q: 3 clusters Score -654631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -654632.125000 Penalty: 4174.139648
	Iteration 28Q: 3 clusters Score -654632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -654633.875000 Penalty: 4174.139648
	Iteration 29Q: 3 clusters Score -654633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -654636.062500 Penalty: 4174.139648
	Iteration 30Q: 3 clusters Score -654636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -654636.375000 Penalty: 4174.139648
	Iteration 31Q: 3 clusters Score -654636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -654639.312500 Penalty: 4174.139648
	Iteration 32Q: 3 clusters Score -654639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -654639.875000 Penalty: 4174.139648
	Iteration 33Q: 3 clusters Score -654639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -654644.000000 Penalty: 4174.139648
	Iteration 34Q: 3 clusters Score -654644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -654644.500000 Penalty: 4174.139648
	Iteration 35Q: 3 clusters Score -654644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -654644.062500 Penalty: 4174.139648
	Iteration 36Q: 3 clusters Score -654644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -654645.875000 Penalty: 4174.139648
	Iteration 37Q: 3 clusters Score -654645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -654647.937500 Penalty: 4174.139648
	Iteration 38Q: 3 clusters Score -654647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -654650.500000 Penalty: 4174.139648
	Iteration 39Q: 3 clusters Score -654650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -654653.625000 Penalty: 4174.139648
	Iteration 40F: 3 clusters Score -654653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -654654.062500 Penalty: 4174.139648
	Iteration 41Q: 3 clusters Score -654654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -654655.437500 Penalty: 4174.139648
	Iteration 42Q: 3 clusters Score -654655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -654659.875000 Penalty: 4174.139648
	Iteration 43Q: 3 clusters Score -654659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -654662.812500 Penalty: 4174.139648
	Iteration 44Q: 3 clusters Score -654662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -654663.437500 Penalty: 4174.139648
	Iteration 45Q: 3 clusters Score -654663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -654665.000000 Penalty: 4174.139648
	Iteration 46Q: 3 clusters Score -654665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -654668.375000 Penalty: 4174.139648
	Iteration 47Q: 3 clusters Score -654668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -654671.750000 Penalty: 4174.139648
	Iteration 48Q: 3 clusters Score -654671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -654675.312500 Penalty: 4174.139648
	Iteration 49Q: 3 clusters Score -654675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -654677.187500 Penalty: 4174.139648
	Iteration 50Q: 3 clusters Score -654677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -654677.187500 Penalty: 4174.139648
	Iteration 51Q: 3 clusters Score -654677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -654677.875000 Penalty: 4174.139648
	Iteration 52Q: 3 clusters Score -654677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -654679.812500 Penalty: 4174.139648
	Iteration 53Q: 3 clusters Score -654679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -654680.750000 Penalty: 4174.139648
	Iteration 54Q: 3 clusters Score -654680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -654684.000000 Penalty: 4174.139648
	Iteration 55Q: 3 clusters Score -654684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -654684.187500 Penalty: 4174.139648
	Iteration 56Q: 3 clusters Score -654684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -654685.937500 Penalty: 4174.139648
	Iteration 57Q: 3 clusters Score -654685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -654685.750000 Penalty: 4174.139648
	Iteration 58Q: 3 clusters Score -654685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -654686.000000 Penalty: 4174.139648
	Iteration 59Q: 3 clusters Score -654686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -654686.000000 Penalty: 4174.139648
	Iteration 60F: 3 clusters Score -654686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Entering Unmasked Estep 
Score: -3199677.500000 Penalty: 2471.554688
	Iteration 0F: 2 clusters Score -3199678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3184713.750000 Penalty: 4943.109375
	Iteration 0F: 3 clusters Score -3184714 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3189998.750000 Penalty: 4943.109375
	Iteration 1F: 3 clusters Score -3189999 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3190824.250000 Penalty: 4943.109375
	Iteration 2F: 3 clusters Score -3190824 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3191901.000000 Penalty: 4943.109375
	Iteration 3F: 3 clusters Score -3191901 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3193106.500000 Penalty: 4943.109375
	Iteration 4F: 3 clusters Score -3193106 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3194060.750000 Penalty: 4943.109375
	Iteration 5F: 3 clusters Score -3194061 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3194818.750000 Penalty: 4943.109375
	Iteration 6F: 3 clusters Score -3194819 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3195430.250000 Penalty: 4943.109375
	Iteration 7F: 3 clusters Score -3195430 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3195967.000000 Penalty: 4943.109375
	Iteration 8Q: 3 clusters Score -3195967 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3196424.250000 Penalty: 4943.109375
	Iteration 9Q: 3 clusters Score -3196424 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3196848.500000 Penalty: 4943.109375
	Iteration 10Q: 3 clusters Score -3196848 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3197308.000000 Penalty: 4943.109375
	Iteration 11Q: 3 clusters Score -3197308 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3197823.500000 Penalty: 4943.109375
	Iteration 12Q: 3 clusters Score -3197824 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3198320.250000 Penalty: 4943.109375
	Iteration 13Q: 3 clusters Score -3198320 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3198597.250000 Penalty: 4943.109375
	Iteration 14Q: 3 clusters Score -3198597 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3198708.750000 Penalty: 4943.109375
	Iteration 15Q: 3 clusters Score -3198709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3198776.000000 Penalty: 4943.109375
	Iteration 16Q: 3 clusters Score -3198776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3198805.500000 Penalty: 4943.109375
	Iteration 17Q: 3 clusters Score -3198806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3198831.500000 Penalty: 4943.109375
	Iteration 18Q: 3 clusters Score -3198832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3198832.250000 Penalty: 4943.109375
	Iteration 19Q: 3 clusters Score -3198832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3198839.750000 Penalty: 4943.109375
	Iteration 20F: 3 clusters Score -3198840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3198838.500000 Penalty: 4943.109375
	Iteration 21Q: 3 clusters Score -3198838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3198849.000000 Penalty: 4943.109375
	Iteration 22Q: 3 clusters Score -3198849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3198845.500000 Penalty: 4943.109375
	Iteration 23Q: 3 clusters Score -3198846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3198843.750000 Penalty: 4943.109375
	Iteration 24Q: 3 clusters Score -3198844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3198852.250000 Penalty: 4943.109375
	Iteration 25Q: 3 clusters Score -3198852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3198849.750000 Penalty: 4943.109375
	Iteration 26Q: 3 clusters Score -3198850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3198854.250000 Penalty: 4943.109375
	Iteration 27Q: 3 clusters Score -3198854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3198855.500000 Penalty: 4943.109375
	Iteration 28Q: 3 clusters Score -3198856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3198861.000000 Penalty: 4943.109375
	Iteration 29Q: 3 clusters Score -3198861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3198859.750000 Penalty: 4943.109375
	Iteration 30Q: 3 clusters Score -3198860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3198865.750000 Penalty: 4943.109375
	Iteration 31Q: 3 clusters Score -3198866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3198864.250000 Penalty: 4943.109375
	Iteration 32Q: 3 clusters Score -3198864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3198862.000000 Penalty: 4943.109375
	Iteration 33Q: 3 clusters Score -3198862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3198860.750000 Penalty: 4943.109375
	Iteration 34Q: 3 clusters Score -3198861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3198858.750000 Penalty: 4943.109375
	Iteration 35Q: 3 clusters Score -3198859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3198857.000000 Penalty: 4943.109375
	Iteration 36Q: 3 clusters Score -3198857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3198859.500000 Penalty: 4943.109375
	Iteration 37Q: 3 clusters Score -3198860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3198859.000000 Penalty: 4943.109375
	Iteration 38Q: 3 clusters Score -3198859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3198856.750000 Penalty: 4943.109375
	Iteration 39Q: 3 clusters Score -3198857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3198858.250000 Penalty: 4943.109375
	Iteration 40F: 3 clusters Score -3198858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3198858.000000 Penalty: 4943.109375
	Iteration 41Q: 3 clusters Score -3198858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3198858.000000 Penalty: 4943.109375
	Iteration 42F: 3 clusters Score -3198858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -118722.960938 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -118723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116885.546875 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -116885.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117193.375000 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -117193.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117308.257812 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -117308.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117436.265625 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -117436.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117572.898438 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -117572.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117825.140625 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -117825.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118004.289062 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -118004.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118083.703125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -118083.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118175.648438 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -118175.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118274.453125 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -118274.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118339.867188 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -118339.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -118404.273438 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -118404.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118464.281250 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -118464.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118539.945312 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -118539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118610.757812 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -118610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118629.421875 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -118629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -118647.585938 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -118647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118656.210938 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -118656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -118660.531250 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -118660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118665.484375 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -118665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -118667.328125 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -118667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -118668.984375 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -118669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -118670.664062 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -118670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -118671.734375 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -118671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -118671.734375 Penalty: 3361.712646
	Iteration 24F: 3 clusters Score -118671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -72767.187500 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -72767.19 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 262 members 
Entering Unmasked Estep 
Score: -71214.585938 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -71214.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71416.031250 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -71416.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71468.476562 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -71468.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71496.867188 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -71496.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71520.531250 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -71520.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71530.835938 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -71530.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71532.382812 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -71532.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71553.351562 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -71553.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71583.093750 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -71583.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71608.718750 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -71608.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71653.046875 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -71653.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71711.875000 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -71711.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71740.890625 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -71740.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71805.812500 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -71805.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71954.406250 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -71954.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72057.546875 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -72057.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72082.843750 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -72082.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72110.007812 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -72110.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72125.062500 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -72125.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72134.421875 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -72134.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72136.656250 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -72136.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15751.564453 Penalty: 1229.045166
	Iteration 0F: 2 clusters Score -15751.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14866.945312 Penalty: 2458.090332
	Iteration 0F: 3 clusters Score -14866.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14892.544922 Penalty: 2458.090332
	Iteration 1Q: 3 clusters Score -14892.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14892.544922 Penalty: 2458.090332
	Iteration 2F: 3 clusters Score -14892.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -291271.156250 Penalty: 1894.988892
	Iteration 0F: 2 clusters Score -291271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -288584.500000 Penalty: 3789.977783
	Iteration 0F: 3 clusters Score -288584.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289107.593750 Penalty: 3789.977783
	Iteration 1F: 3 clusters Score -289107.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -289290.093750 Penalty: 3789.977783
	Iteration 2F: 3 clusters Score -289290.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -289457.750000 Penalty: 3789.977783
	Iteration 3F: 3 clusters Score -289457.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -289641.687500 Penalty: 3789.977783
	Iteration 4Q: 3 clusters Score -289641.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -289830.218750 Penalty: 3789.977783
	Iteration 5F: 3 clusters Score -289830.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -289973.218750 Penalty: 3789.977783
	Iteration 6Q: 3 clusters Score -289973.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290124.656250 Penalty: 3789.977783
	Iteration 7Q: 3 clusters Score -290124.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -290244.187500 Penalty: 3789.977783
	Iteration 8Q: 3 clusters Score -290244.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -290336.250000 Penalty: 3789.977783
	Iteration 9Q: 3 clusters Score -290336.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290416.656250 Penalty: 3789.977783
	Iteration 10Q: 3 clusters Score -290416.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -290485.593750 Penalty: 3789.977783
	Iteration 11Q: 3 clusters Score -290485.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290558.718750 Penalty: 3789.977783
	Iteration 12Q: 3 clusters Score -290558.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290657.593750 Penalty: 3789.977783
	Iteration 13Q: 3 clusters Score -290657.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290729.968750 Penalty: 3789.977783
	Iteration 14Q: 3 clusters Score -290730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290783.562500 Penalty: 3789.977783
	Iteration 15Q: 3 clusters Score -290783.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -290849.437500 Penalty: 3789.977783
	Iteration 16Q: 3 clusters Score -290849.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290908.125000 Penalty: 3789.977783
	Iteration 17Q: 3 clusters Score -290908.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -290948.031250 Penalty: 3789.977783
	Iteration 18Q: 3 clusters Score -290948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290970.562500 Penalty: 3789.977783
	Iteration 19Q: 3 clusters Score -290970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290985.593750 Penalty: 3789.977783
	Iteration 20F: 3 clusters Score -290985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -290996.843750 Penalty: 3789.977783
	Iteration 21Q: 3 clusters Score -290996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291013.218750 Penalty: 3789.977783
	Iteration 22Q: 3 clusters Score -291013.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291039.562500 Penalty: 3789.977783
	Iteration 23Q: 3 clusters Score -291039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291052.625000 Penalty: 3789.977783
	Iteration 24Q: 3 clusters Score -291052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291065.437500 Penalty: 3789.977783
	Iteration 25Q: 3 clusters Score -291065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291072.343750 Penalty: 3789.977783
	Iteration 26Q: 3 clusters Score -291072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -291075.562500 Penalty: 3789.977783
	Iteration 27Q: 3 clusters Score -291075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291082.281250 Penalty: 3789.977783
	Iteration 28Q: 3 clusters Score -291082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -291084.656250 Penalty: 3789.977783
	Iteration 29Q: 3 clusters Score -291084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -291085.937500 Penalty: 3789.977783
	Iteration 30Q: 3 clusters Score -291085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291086.656250 Penalty: 3789.977783
	Iteration 31Q: 3 clusters Score -291086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291086.656250 Penalty: 3789.977783
	Iteration 32F: 3 clusters Score -291086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -460027.968750 Penalty: 1994.429932
	Iteration 0F: 2 clusters Score -460028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -456694.625000 Penalty: 3988.859863
	Iteration 0F: 3 clusters Score -456694.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -457488.937500 Penalty: 3988.859863
	Iteration 1F: 3 clusters Score -457488.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -457718.531250 Penalty: 3988.859863
	Iteration 2F: 3 clusters Score -457718.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -457882.312500 Penalty: 3988.859863
	Iteration 3F: 3 clusters Score -457882.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -458023.343750 Penalty: 3988.859863
	Iteration 4Q: 3 clusters Score -458023.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -458158.625000 Penalty: 3988.859863
	Iteration 5Q: 3 clusters Score -458158.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -458246.093750 Penalty: 3988.859863
	Iteration 6Q: 3 clusters Score -458246.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -458310.625000 Penalty: 3988.859863
	Iteration 7Q: 3 clusters Score -458310.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -458346.250000 Penalty: 3988.859863
	Iteration 8Q: 3 clusters Score -458346.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -458376.625000 Penalty: 3988.859863
	Iteration 9Q: 3 clusters Score -458376.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458400.468750 Penalty: 3988.859863
	Iteration 10Q: 3 clusters Score -458400.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -458429.437500 Penalty: 3988.859863
	Iteration 11Q: 3 clusters Score -458429.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -458452.718750 Penalty: 3988.859863
	Iteration 12Q: 3 clusters Score -458452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458477.875000 Penalty: 3988.859863
	Iteration 13Q: 3 clusters Score -458477.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -458492.531250 Penalty: 3988.859863
	Iteration 14Q: 3 clusters Score -458492.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -458500.937500 Penalty: 3988.859863
	Iteration 15Q: 3 clusters Score -458500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -458507.562500 Penalty: 3988.859863
	Iteration 16Q: 3 clusters Score -458507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -458510.250000 Penalty: 3988.859863
	Iteration 17Q: 3 clusters Score -458510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -458510.875000 Penalty: 3988.859863
	Iteration 18Q: 3 clusters Score -458510.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -458512.218750 Penalty: 3988.859863
	Iteration 19Q: 3 clusters Score -458512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -458512.125000 Penalty: 3988.859863
	Iteration 20F: 3 clusters Score -458512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Entering Unmasked Estep 
Score: -1712985.000000 Penalty: 2315.634766
	Iteration 0F: 2 clusters Score -1712985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1704523.000000 Penalty: 4631.269531
	Iteration 0F: 3 clusters Score -1704523 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1707037.250000 Penalty: 4631.269531
	Iteration 1F: 3 clusters Score -1707037 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1707340.125000 Penalty: 4631.269531
	Iteration 2F: 3 clusters Score -1707340 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1707579.000000 Penalty: 4631.269531
	Iteration 3Q: 3 clusters Score -1707579 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1707830.875000 Penalty: 4631.269531
	Iteration 4Q: 3 clusters Score -1707831 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1708112.375000 Penalty: 4631.269531
	Iteration 5Q: 3 clusters Score -1708112 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1708426.875000 Penalty: 4631.269531
	Iteration 6Q: 3 clusters Score -1708427 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1708776.125000 Penalty: 4631.269531
	Iteration 7Q: 3 clusters Score -1708776 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1709135.250000 Penalty: 4631.269531
	Iteration 8Q: 3 clusters Score -1709135 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1709461.875000 Penalty: 4631.269531
	Iteration 9Q: 3 clusters Score -1709462 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1709732.375000 Penalty: 4631.269531
	Iteration 10Q: 3 clusters Score -1709732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1709926.000000 Penalty: 4631.269531
	Iteration 11Q: 3 clusters Score -1709926 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1710066.625000 Penalty: 4631.269531
	Iteration 12Q: 3 clusters Score -1710067 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1710160.750000 Penalty: 4631.269531
	Iteration 13Q: 3 clusters Score -1710161 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1710233.375000 Penalty: 4631.269531
	Iteration 14Q: 3 clusters Score -1710233 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1710280.625000 Penalty: 4631.269531
	Iteration 15Q: 3 clusters Score -1710281 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1710335.125000 Penalty: 4631.269531
	Iteration 16Q: 3 clusters Score -1710335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1710367.500000 Penalty: 4631.269531
	Iteration 17Q: 3 clusters Score -1710368 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1710394.000000 Penalty: 4631.269531
	Iteration 18Q: 3 clusters Score -1710394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1710420.125000 Penalty: 4631.269531
	Iteration 19Q: 3 clusters Score -1710420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1710442.750000 Penalty: 4631.269531
	Iteration 20F: 3 clusters Score -1710443 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1710452.875000 Penalty: 4631.269531
	Iteration 21Q: 3 clusters Score -1710453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1710474.500000 Penalty: 4631.269531
	Iteration 22Q: 3 clusters Score -1710474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1710489.125000 Penalty: 4631.269531
	Iteration 23Q: 3 clusters Score -1710489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1710507.750000 Penalty: 4631.269531
	Iteration 24Q: 3 clusters Score -1710508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1710526.000000 Penalty: 4631.269531
	Iteration 25Q: 3 clusters Score -1710526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1710531.875000 Penalty: 4631.269531
	Iteration 26Q: 3 clusters Score -1710532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1710546.125000 Penalty: 4631.269531
	Iteration 27Q: 3 clusters Score -1710546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1710549.125000 Penalty: 4631.269531
	Iteration 28Q: 3 clusters Score -1710549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1710554.750000 Penalty: 4631.269531
	Iteration 29Q: 3 clusters Score -1710555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1710554.750000 Penalty: 4631.269531
	Iteration 30Q: 3 clusters Score -1710555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1710558.875000 Penalty: 4631.269531
	Iteration 31Q: 3 clusters Score -1710559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1710572.625000 Penalty: 4631.269531
	Iteration 32Q: 3 clusters Score -1710573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1710575.625000 Penalty: 4631.269531
	Iteration 33Q: 3 clusters Score -1710576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1710574.375000 Penalty: 4631.269531
	Iteration 34Q: 3 clusters Score -1710574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1710580.125000 Penalty: 4631.269531
	Iteration 35Q: 3 clusters Score -1710580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1710583.375000 Penalty: 4631.269531
	Iteration 36Q: 3 clusters Score -1710583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1710586.250000 Penalty: 4631.269531
	Iteration 37Q: 3 clusters Score -1710586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1710587.875000 Penalty: 4631.269531
	Iteration 38Q: 3 clusters Score -1710588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1710594.625000 Penalty: 4631.269531
	Iteration 39Q: 3 clusters Score -1710595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1710597.125000 Penalty: 4631.269531
	Iteration 40F: 3 clusters Score -1710597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1710601.000000 Penalty: 4631.269531
	Iteration 41Q: 3 clusters Score -1710601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1710602.125000 Penalty: 4631.269531
	Iteration 42Q: 3 clusters Score -1710602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1710603.250000 Penalty: 4631.269531
	Iteration 43Q: 3 clusters Score -1710603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1710599.875000 Penalty: 4631.269531
	Iteration 44Q: 3 clusters Score -1710600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1710606.750000 Penalty: 4631.269531
	Iteration 45Q: 3 clusters Score -1710607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1710611.500000 Penalty: 4631.269531
	Iteration 46Q: 3 clusters Score -1710612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1710612.500000 Penalty: 4631.269531
	Iteration 47Q: 3 clusters Score -1710612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1710611.875000 Penalty: 4631.269531
	Iteration 48Q: 3 clusters Score -1710612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1710609.750000 Penalty: 4631.269531
	Iteration 49Q: 3 clusters Score -1710610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1710611.750000 Penalty: 4631.269531
	Iteration 50Q: 3 clusters Score -1710612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1710611.375000 Penalty: 4631.269531
	Iteration 51Q: 3 clusters Score -1710611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1710613.250000 Penalty: 4631.269531
	Iteration 52Q: 3 clusters Score -1710613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1710620.750000 Penalty: 4631.269531
	Iteration 53Q: 3 clusters Score -1710621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1710619.000000 Penalty: 4631.269531
	Iteration 54Q: 3 clusters Score -1710619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1710618.750000 Penalty: 4631.269531
	Iteration 55Q: 3 clusters Score -1710619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1710620.375000 Penalty: 4631.269531
	Iteration 56Q: 3 clusters Score -1710620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1710618.000000 Penalty: 4631.269531
	Iteration 57Q: 3 clusters Score -1710618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1710619.000000 Penalty: 4631.269531
	Iteration 58Q: 3 clusters Score -1710619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1710623.875000 Penalty: 4631.269531
	Iteration 59Q: 3 clusters Score -1710624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1710623.000000 Penalty: 4631.269531
	Iteration 60F: 3 clusters Score -1710623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1710623.500000 Penalty: 4631.269531
	Iteration 61Q: 3 clusters Score -1710624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1710623.875000 Penalty: 4631.269531
	Iteration 62Q: 3 clusters Score -1710624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1710623.375000 Penalty: 4631.269531
	Iteration 63Q: 3 clusters Score -1710623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1710621.875000 Penalty: 4631.269531
	Iteration 64Q: 3 clusters Score -1710622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1710623.125000 Penalty: 4631.269531
	Iteration 65Q: 3 clusters Score -1710623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1710622.250000 Penalty: 4631.269531
	Iteration 66Q: 3 clusters Score -1710622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1710625.125000 Penalty: 4631.269531
	Iteration 67Q: 3 clusters Score -1710625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1710625.750000 Penalty: 4631.269531
	Iteration 68Q: 3 clusters Score -1710626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1710625.500000 Penalty: 4631.269531
	Iteration 69Q: 3 clusters Score -1710626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1710624.125000 Penalty: 4631.269531
	Iteration 70Q: 3 clusters Score -1710624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1710624.875000 Penalty: 4631.269531
	Iteration 71Q: 3 clusters Score -1710625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1710629.500000 Penalty: 4631.269531
	Iteration 72Q: 3 clusters Score -1710630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1710628.500000 Penalty: 4631.269531
	Iteration 73Q: 3 clusters Score -1710628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1710631.750000 Penalty: 4631.269531
	Iteration 74Q: 3 clusters Score -1710632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1710631.875000 Penalty: 4631.269531
	Iteration 75Q: 3 clusters Score -1710632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1710631.000000 Penalty: 4631.269531
	Iteration 76Q: 3 clusters Score -1710631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1710631.250000 Penalty: 4631.269531
	Iteration 77Q: 3 clusters Score -1710631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1710631.250000 Penalty: 4631.269531
	Iteration 78F: 3 clusters Score -1710631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -502247.000000 Penalty: 2013.315308
	Iteration 0F: 2 clusters Score -502247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -498734.250000 Penalty: 4026.630615
	Iteration 0F: 3 clusters Score -498734.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -499460.562500 Penalty: 4026.630615
	Iteration 1F: 3 clusters Score -499460.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -499636.875000 Penalty: 4026.630615
	Iteration 2F: 3 clusters Score -499636.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -499731.843750 Penalty: 4026.630615
	Iteration 3Q: 3 clusters Score -499731.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -499792.125000 Penalty: 4026.630615
	Iteration 4Q: 3 clusters Score -499792.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -499845.843750 Penalty: 4026.630615
	Iteration 5Q: 3 clusters Score -499845.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -499888.718750 Penalty: 4026.630615
	Iteration 6Q: 3 clusters Score -499888.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -499925.375000 Penalty: 4026.630615
	Iteration 7Q: 3 clusters Score -499925.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -499955.750000 Penalty: 4026.630615
	Iteration 8Q: 3 clusters Score -499955.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -499979.125000 Penalty: 4026.630615
	Iteration 9Q: 3 clusters Score -499979.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -500000.875000 Penalty: 4026.630615
	Iteration 10Q: 3 clusters Score -500000.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -500017.062500 Penalty: 4026.630615
	Iteration 11Q: 3 clusters Score -500017.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -500035.093750 Penalty: 4026.630615
	Iteration 12Q: 3 clusters Score -500035.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -500061.156250 Penalty: 4026.630615
	Iteration 13Q: 3 clusters Score -500061.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -500074.843750 Penalty: 4026.630615
	Iteration 14Q: 3 clusters Score -500074.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -500084.312500 Penalty: 4026.630615
	Iteration 15Q: 3 clusters Score -500084.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -500092.031250 Penalty: 4026.630615
	Iteration 16Q: 3 clusters Score -500092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -500097.968750 Penalty: 4026.630615
	Iteration 17Q: 3 clusters Score -500098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -500101.812500 Penalty: 4026.630615
	Iteration 18Q: 3 clusters Score -500101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -500103.906250 Penalty: 4026.630615
	Iteration 19Q: 3 clusters Score -500103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -500106.875000 Penalty: 4026.630615
	Iteration 20F: 3 clusters Score -500106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -500110.562500 Penalty: 4026.630615
	Iteration 21Q: 3 clusters Score -500110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -500112.687500 Penalty: 4026.630615
	Iteration 22Q: 3 clusters Score -500112.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -500116.218750 Penalty: 4026.630615
	Iteration 23Q: 3 clusters Score -500116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -500117.531250 Penalty: 4026.630615
	Iteration 24Q: 3 clusters Score -500117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -500120.937500 Penalty: 4026.630615
	Iteration 25Q: 3 clusters Score -500120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -500123.843750 Penalty: 4026.630615
	Iteration 26Q: 3 clusters Score -500123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -500126.406250 Penalty: 4026.630615
	Iteration 27Q: 3 clusters Score -500126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -500128.031250 Penalty: 4026.630615
	Iteration 28Q: 3 clusters Score -500128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -500131.656250 Penalty: 4026.630615
	Iteration 29Q: 3 clusters Score -500131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -500134.562500 Penalty: 4026.630615
	Iteration 30Q: 3 clusters Score -500134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -500138.125000 Penalty: 4026.630615
	Iteration 31Q: 3 clusters Score -500138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -500141.906250 Penalty: 4026.630615
	Iteration 32Q: 3 clusters Score -500141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -500145.437500 Penalty: 4026.630615
	Iteration 33Q: 3 clusters Score -500145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -500147.187500 Penalty: 4026.630615
	Iteration 34Q: 3 clusters Score -500147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -500149.375000 Penalty: 4026.630615
	Iteration 35Q: 3 clusters Score -500149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -500151.781250 Penalty: 4026.630615
	Iteration 36Q: 3 clusters Score -500151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -500155.625000 Penalty: 4026.630615
	Iteration 37Q: 3 clusters Score -500155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -500158.156250 Penalty: 4026.630615
	Iteration 38Q: 3 clusters Score -500158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -500160.656250 Penalty: 4026.630615
	Iteration 39Q: 3 clusters Score -500160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -500163.937500 Penalty: 4026.630615
	Iteration 40F: 3 clusters Score -500163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -500165.125000 Penalty: 4026.630615
	Iteration 41Q: 3 clusters Score -500165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -500165.125000 Penalty: 4026.630615
	Iteration 42F: 3 clusters Score -500165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Entering Unmasked Estep 
Score: -1864466.000000 Penalty: 2353.561279
	Iteration 0F: 2 clusters Score -1864466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1854822.625000 Penalty: 4707.122559
	Iteration 0F: 3 clusters Score -1854823 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1857920.875000 Penalty: 4707.122559
	Iteration 1F: 3 clusters Score -1857921 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1858457.250000 Penalty: 4707.122559
	Iteration 2F: 3 clusters Score -1858457 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1858920.125000 Penalty: 4707.122559
	Iteration 3F: 3 clusters Score -1858920 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1859371.500000 Penalty: 4707.122559
	Iteration 4F: 3 clusters Score -1859372 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1859822.500000 Penalty: 4707.122559
	Iteration 5F: 3 clusters Score -1859822 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1860207.250000 Penalty: 4707.122559
	Iteration 6F: 3 clusters Score -1860207 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1860551.500000 Penalty: 4707.122559
	Iteration 7Q: 3 clusters Score -1860552 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1860862.250000 Penalty: 4707.122559
	Iteration 8Q: 3 clusters Score -1860862 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1861156.125000 Penalty: 4707.122559
	Iteration 9Q: 3 clusters Score -1861156 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1861437.000000 Penalty: 4707.122559
	Iteration 10Q: 3 clusters Score -1861437 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1861650.875000 Penalty: 4707.122559
	Iteration 11Q: 3 clusters Score -1861651 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1861853.125000 Penalty: 4707.122559
	Iteration 12Q: 3 clusters Score -1861853 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1862047.250000 Penalty: 4707.122559
	Iteration 13Q: 3 clusters Score -1862047 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1862252.875000 Penalty: 4707.122559
	Iteration 14Q: 3 clusters Score -1862253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1862424.625000 Penalty: 4707.122559
	Iteration 15Q: 3 clusters Score -1862425 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1862581.875000 Penalty: 4707.122559
	Iteration 16Q: 3 clusters Score -1862582 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1862711.375000 Penalty: 4707.122559
	Iteration 17Q: 3 clusters Score -1862711 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1862795.375000 Penalty: 4707.122559
	Iteration 18Q: 3 clusters Score -1862795 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1862864.875000 Penalty: 4707.122559
	Iteration 19Q: 3 clusters Score -1862865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1862924.625000 Penalty: 4707.122559
	Iteration 20F: 3 clusters Score -1862925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1862976.875000 Penalty: 4707.122559
	Iteration 21Q: 3 clusters Score -1862977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1863011.625000 Penalty: 4707.122559
	Iteration 22Q: 3 clusters Score -1863012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1863037.375000 Penalty: 4707.122559
	Iteration 23Q: 3 clusters Score -1863037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1863064.750000 Penalty: 4707.122559
	Iteration 24Q: 3 clusters Score -1863065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1863083.500000 Penalty: 4707.122559
	Iteration 25Q: 3 clusters Score -1863084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1863105.375000 Penalty: 4707.122559
	Iteration 26Q: 3 clusters Score -1863105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1863118.500000 Penalty: 4707.122559
	Iteration 27Q: 3 clusters Score -1863118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1863128.875000 Penalty: 4707.122559
	Iteration 28Q: 3 clusters Score -1863129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1863136.500000 Penalty: 4707.122559
	Iteration 29Q: 3 clusters Score -1863136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1863143.625000 Penalty: 4707.122559
	Iteration 30Q: 3 clusters Score -1863144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1863154.125000 Penalty: 4707.122559
	Iteration 31Q: 3 clusters Score -1863154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1863157.375000 Penalty: 4707.122559
	Iteration 32Q: 3 clusters Score -1863157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1863163.500000 Penalty: 4707.122559
	Iteration 33Q: 3 clusters Score -1863164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1863165.000000 Penalty: 4707.122559
	Iteration 34Q: 3 clusters Score -1863165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1863167.375000 Penalty: 4707.122559
	Iteration 35Q: 3 clusters Score -1863167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1863175.375000 Penalty: 4707.122559
	Iteration 36Q: 3 clusters Score -1863175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1863186.750000 Penalty: 4707.122559
	Iteration 37Q: 3 clusters Score -1863187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1863193.000000 Penalty: 4707.122559
	Iteration 38Q: 3 clusters Score -1863193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1863198.875000 Penalty: 4707.122559
	Iteration 39Q: 3 clusters Score -1863199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1863201.750000 Penalty: 4707.122559
	Iteration 40F: 3 clusters Score -1863202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1863206.500000 Penalty: 4707.122559
	Iteration 41Q: 3 clusters Score -1863206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1863208.875000 Penalty: 4707.122559
	Iteration 42Q: 3 clusters Score -1863209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1863212.000000 Penalty: 4707.122559
	Iteration 43Q: 3 clusters Score -1863212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1863214.000000 Penalty: 4707.122559
	Iteration 44Q: 3 clusters Score -1863214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1863215.250000 Penalty: 4707.122559
	Iteration 45Q: 3 clusters Score -1863215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1863214.125000 Penalty: 4707.122559
	Iteration 46Q: 3 clusters Score -1863214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1863218.125000 Penalty: 4707.122559
	Iteration 47Q: 3 clusters Score -1863218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1863220.375000 Penalty: 4707.122559
	Iteration 48Q: 3 clusters Score -1863220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1863222.125000 Penalty: 4707.122559
	Iteration 49Q: 3 clusters Score -1863222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1863223.125000 Penalty: 4707.122559
	Iteration 50Q: 3 clusters Score -1863223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1863223.375000 Penalty: 4707.122559
	Iteration 51Q: 3 clusters Score -1863223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1863227.500000 Penalty: 4707.122559
	Iteration 52Q: 3 clusters Score -1863228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1863230.500000 Penalty: 4707.122559
	Iteration 53Q: 3 clusters Score -1863230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1863228.750000 Penalty: 4707.122559
	Iteration 54Q: 3 clusters Score -1863229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1863228.750000 Penalty: 4707.122559
	Iteration 55F: 3 clusters Score -1863229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -2415488.500000 Penalty: 2398.842529
	Iteration 0F: 2 clusters Score -2415488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2404152.000000 Penalty: 4797.685059
	Iteration 0F: 3 clusters Score -2404152 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2407875.000000 Penalty: 4797.685059
	Iteration 1F: 3 clusters Score -2407875 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2408291.750000 Penalty: 4797.685059
	Iteration 2F: 3 clusters Score -2408292 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2408654.000000 Penalty: 4797.685059
	Iteration 3F: 3 clusters Score -2408654 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2409012.750000 Penalty: 4797.685059
	Iteration 4Q: 3 clusters Score -2409013 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2409420.000000 Penalty: 4797.685059
	Iteration 5Q: 3 clusters Score -2409420 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2409917.500000 Penalty: 4797.685059
	Iteration 6F: 3 clusters Score -2409918 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2410578.250000 Penalty: 4797.685059
	Iteration 7F: 3 clusters Score -2410578 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2411330.500000 Penalty: 4797.685059
	Iteration 8F: 3 clusters Score -2411330 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2412078.750000 Penalty: 4797.685059
	Iteration 9F: 3 clusters Score -2412079 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2412822.250000 Penalty: 4797.685059
	Iteration 10Q: 3 clusters Score -2412822 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2413518.250000 Penalty: 4797.685059
	Iteration 11Q: 3 clusters Score -2413518 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2414052.750000 Penalty: 4797.685059
	Iteration 12Q: 3 clusters Score -2414053 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2414420.500000 Penalty: 4797.685059
	Iteration 13Q: 3 clusters Score -2414420 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2414605.750000 Penalty: 4797.685059
	Iteration 14Q: 3 clusters Score -2414606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2414687.500000 Penalty: 4797.685059
	Iteration 15Q: 3 clusters Score -2414688 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2414745.250000 Penalty: 4797.685059
	Iteration 16Q: 3 clusters Score -2414745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2414773.250000 Penalty: 4797.685059
	Iteration 17Q: 3 clusters Score -2414773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2414806.500000 Penalty: 4797.685059
	Iteration 18Q: 3 clusters Score -2414806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2414834.750000 Penalty: 4797.685059
	Iteration 19Q: 3 clusters Score -2414835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2414855.250000 Penalty: 4797.685059
	Iteration 20F: 3 clusters Score -2414855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2414871.500000 Penalty: 4797.685059
	Iteration 21Q: 3 clusters Score -2414872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2414887.750000 Penalty: 4797.685059
	Iteration 22Q: 3 clusters Score -2414888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2414910.000000 Penalty: 4797.685059
	Iteration 23Q: 3 clusters Score -2414910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2414917.750000 Penalty: 4797.685059
	Iteration 24Q: 3 clusters Score -2414918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2414932.750000 Penalty: 4797.685059
	Iteration 25Q: 3 clusters Score -2414933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2414949.750000 Penalty: 4797.685059
	Iteration 26Q: 3 clusters Score -2414950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2414953.000000 Penalty: 4797.685059
	Iteration 27Q: 3 clusters Score -2414953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2414969.750000 Penalty: 4797.685059
	Iteration 28Q: 3 clusters Score -2414970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2414987.000000 Penalty: 4797.685059
	Iteration 29Q: 3 clusters Score -2414987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2414993.000000 Penalty: 4797.685059
	Iteration 30Q: 3 clusters Score -2414993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2415001.000000 Penalty: 4797.685059
	Iteration 31Q: 3 clusters Score -2415001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2415007.500000 Penalty: 4797.685059
	Iteration 32Q: 3 clusters Score -2415008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2415011.000000 Penalty: 4797.685059
	Iteration 33Q: 3 clusters Score -2415011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2415025.750000 Penalty: 4797.685059
	Iteration 34Q: 3 clusters Score -2415026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2415033.250000 Penalty: 4797.685059
	Iteration 35Q: 3 clusters Score -2415033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2415038.500000 Penalty: 4797.685059
	Iteration 36Q: 3 clusters Score -2415038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2415041.250000 Penalty: 4797.685059
	Iteration 37Q: 3 clusters Score -2415041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2415038.750000 Penalty: 4797.685059
	Iteration 38Q: 3 clusters Score -2415039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2415042.750000 Penalty: 4797.685059
	Iteration 39Q: 3 clusters Score -2415043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2415041.500000 Penalty: 4797.685059
	Iteration 40F: 3 clusters Score -2415042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2415049.000000 Penalty: 4797.685059
	Iteration 41Q: 3 clusters Score -2415049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2415050.750000 Penalty: 4797.685059
	Iteration 42Q: 3 clusters Score -2415051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2415050.000000 Penalty: 4797.685059
	Iteration 43Q: 3 clusters Score -2415050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2415053.250000 Penalty: 4797.685059
	Iteration 44Q: 3 clusters Score -2415053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2415050.500000 Penalty: 4797.685059
	Iteration 45Q: 3 clusters Score -2415050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2415053.750000 Penalty: 4797.685059
	Iteration 46Q: 3 clusters Score -2415054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2415054.750000 Penalty: 4797.685059
	Iteration 47Q: 3 clusters Score -2415055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2415053.750000 Penalty: 4797.685059
	Iteration 48Q: 3 clusters Score -2415054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2415056.750000 Penalty: 4797.685059
	Iteration 49Q: 3 clusters Score -2415057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2415054.750000 Penalty: 4797.685059
	Iteration 50Q: 3 clusters Score -2415055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2415054.750000 Penalty: 4797.685059
	Iteration 51F: 3 clusters Score -2415055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -82859.265625 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -82859.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81250.312500 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -81250.31 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81504.265625 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -81504.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81676.437500 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -81676.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81801.382812 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -81801.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81886.859375 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -81886.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81922.625000 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -81922.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81943.898438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -81943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81954.570312 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -81954.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81976.937500 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -81976.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81999.179688 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -81999.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82012.546875 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -82012.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82019.242188 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -82019.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82029.859375 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -82029.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82029.859375 Penalty: 3237.867188
	Iteration 13F: 3 clusters Score -82029.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (115049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Entering Unmasked Estep 
Score: -17733428.000000 Penalty: 2889.972168
	Iteration 0F: 2 clusters Score -1.773343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -17661740.000000 Penalty: 5779.944336
	Iteration 0F: 3 clusters Score -1.766174e+07 nChanged 54511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -17693314.000000 Penalty: 5779.944336
	Iteration 1F: 3 clusters Score -1.769331e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -17694638.000000 Penalty: 5779.944336
	Iteration 2Q: 3 clusters Score -1.769464e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -17696588.000000 Penalty: 5779.944336
	Iteration 3Q: 3 clusters Score -1.769659e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -17699038.000000 Penalty: 5779.944336
	Iteration 4Q: 3 clusters Score -1.769904e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -17702322.000000 Penalty: 5779.944336
	Iteration 5F: 3 clusters Score -1.770232e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -17705974.000000 Penalty: 5779.944336
	Iteration 6F: 3 clusters Score -1.770597e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -17710080.000000 Penalty: 5779.944336
	Iteration 7F: 3 clusters Score -1.771008e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -17714110.000000 Penalty: 5779.944336
	Iteration 8F: 3 clusters Score -1.771411e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -17717578.000000 Penalty: 5779.944336
	Iteration 9F: 3 clusters Score -1.771758e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -17720270.000000 Penalty: 5779.944336
	Iteration 10Q: 3 clusters Score -1.772027e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -17721866.000000 Penalty: 5779.944336
	Iteration 11Q: 3 clusters Score -1.772187e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -17722786.000000 Penalty: 5779.944336
	Iteration 12Q: 3 clusters Score -1.772279e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -17723476.000000 Penalty: 5779.944336
	Iteration 13Q: 3 clusters Score -1.772348e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -17724004.000000 Penalty: 5779.944336
	Iteration 14Q: 3 clusters Score -1.7724e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -17724386.000000 Penalty: 5779.944336
	Iteration 15Q: 3 clusters Score -1.772439e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -17724876.000000 Penalty: 5779.944336
	Iteration 16Q: 3 clusters Score -1.772488e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -17725246.000000 Penalty: 5779.944336
	Iteration 17Q: 3 clusters Score -1.772525e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -17725804.000000 Penalty: 5779.944336
	Iteration 18Q: 3 clusters Score -1.77258e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -17726292.000000 Penalty: 5779.944336
	Iteration 19Q: 3 clusters Score -1.772629e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -17726896.000000 Penalty: 5779.944336
	Iteration 20F: 3 clusters Score -1.77269e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -17727414.000000 Penalty: 5779.944336
	Iteration 21Q: 3 clusters Score -1.772741e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -17727888.000000 Penalty: 5779.944336
	Iteration 22Q: 3 clusters Score -1.772789e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -17728308.000000 Penalty: 5779.944336
	Iteration 23Q: 3 clusters Score -1.772831e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -17728662.000000 Penalty: 5779.944336
	Iteration 24Q: 3 clusters Score -1.772866e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100737 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -17728860.000000 Penalty: 5779.944336
	Iteration 25Q: 3 clusters Score -1.772886e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -17728930.000000 Penalty: 5779.944336
	Iteration 26Q: 3 clusters Score -1.772893e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -17729208.000000 Penalty: 5779.944336
	Iteration 27Q: 3 clusters Score -1.772921e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -17729388.000000 Penalty: 5779.944336
	Iteration 28Q: 3 clusters Score -1.772939e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -17729564.000000 Penalty: 5779.944336
	Iteration 29Q: 3 clusters Score -1.772956e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -17729746.000000 Penalty: 5779.944336
	Iteration 30Q: 3 clusters Score -1.772975e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -17729868.000000 Penalty: 5779.944336
	Iteration 31Q: 3 clusters Score -1.772987e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -17729966.000000 Penalty: 5779.944336
	Iteration 32Q: 3 clusters Score -1.772997e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -17730132.000000 Penalty: 5779.944336
	Iteration 33Q: 3 clusters Score -1.773013e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -17730224.000000 Penalty: 5779.944336
	Iteration 34Q: 3 clusters Score -1.773022e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -17730244.000000 Penalty: 5779.944336
	Iteration 35Q: 3 clusters Score -1.773024e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -17730304.000000 Penalty: 5779.944336
	Iteration 36Q: 3 clusters Score -1.77303e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -17730394.000000 Penalty: 5779.944336
	Iteration 37Q: 3 clusters Score -1.773039e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -17730504.000000 Penalty: 5779.944336
	Iteration 38Q: 3 clusters Score -1.77305e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -17730570.000000 Penalty: 5779.944336
	Iteration 39Q: 3 clusters Score -1.773057e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -17730596.000000 Penalty: 5779.944336
	Iteration 40F: 3 clusters Score -1.77306e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110561 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -17730642.000000 Penalty: 5779.944336
	Iteration 41Q: 3 clusters Score -1.773064e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -17730716.000000 Penalty: 5779.944336
	Iteration 42Q: 3 clusters Score -1.773072e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -17730788.000000 Penalty: 5779.944336
	Iteration 43Q: 3 clusters Score -1.773079e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17730870.000000 Penalty: 5779.944336
	Iteration 44Q: 3 clusters Score -1.773087e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -17730896.000000 Penalty: 5779.944336
	Iteration 45Q: 3 clusters Score -1.77309e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -17730894.000000 Penalty: 5779.944336
	Iteration 46Q: 3 clusters Score -1.773089e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -17730912.000000 Penalty: 5779.944336
	Iteration 47Q: 3 clusters Score -1.773091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -17730970.000000 Penalty: 5779.944336
	Iteration 48Q: 3 clusters Score -1.773097e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -17731022.000000 Penalty: 5779.944336
	Iteration 49Q: 3 clusters Score -1.773102e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -17731036.000000 Penalty: 5779.944336
	Iteration 50Q: 3 clusters Score -1.773104e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -17731038.000000 Penalty: 5779.944336
	Iteration 51Q: 3 clusters Score -1.773104e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -17731046.000000 Penalty: 5779.944336
	Iteration 52Q: 3 clusters Score -1.773105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -17731056.000000 Penalty: 5779.944336
	Iteration 53Q: 3 clusters Score -1.773106e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -17731058.000000 Penalty: 5779.944336
	Iteration 54Q: 3 clusters Score -1.773106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112162 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -17731060.000000 Penalty: 5779.944336
	Iteration 55Q: 3 clusters Score -1.773106e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -17731042.000000 Penalty: 5779.944336
	Iteration 56Q: 3 clusters Score -1.773104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -17731058.000000 Penalty: 5779.944336
	Iteration 57Q: 3 clusters Score -1.773106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112300 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17731066.000000 Penalty: 5779.944336
	Iteration 58Q: 3 clusters Score -1.773107e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -17731050.000000 Penalty: 5779.944336
	Iteration 59Q: 3 clusters Score -1.773105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17731070.000000 Penalty: 5779.944336
	Iteration 60F: 3 clusters Score -1.773107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -17731098.000000 Penalty: 5779.944336
	Iteration 61Q: 3 clusters Score -1.77311e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -17731112.000000 Penalty: 5779.944336
	Iteration 62Q: 3 clusters Score -1.773111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -17731098.000000 Penalty: 5779.944336
	Iteration 63Q: 3 clusters Score -1.77311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -17731130.000000 Penalty: 5779.944336
	Iteration 64Q: 3 clusters Score -1.773113e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17731128.000000 Penalty: 5779.944336
	Iteration 65Q: 3 clusters Score -1.773113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112567 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -17731132.000000 Penalty: 5779.944336
	Iteration 66Q: 3 clusters Score -1.773113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112583 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -17731120.000000 Penalty: 5779.944336
	Iteration 67Q: 3 clusters Score -1.773112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -17731130.000000 Penalty: 5779.944336
	Iteration 68Q: 3 clusters Score -1.773113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112601 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -17731130.000000 Penalty: 5779.944336
	Iteration 69Q: 3 clusters Score -1.773113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -17731140.000000 Penalty: 5779.944336
	Iteration 70Q: 3 clusters Score -1.773114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -17731132.000000 Penalty: 5779.944336
	Iteration 71Q: 3 clusters Score -1.773113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -17731136.000000 Penalty: 5779.944336
	Iteration 72Q: 3 clusters Score -1.773114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -17731146.000000 Penalty: 5779.944336
	Iteration 73Q: 3 clusters Score -1.773115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -17731138.000000 Penalty: 5779.944336
	Iteration 74Q: 3 clusters Score -1.773114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112655 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -17731162.000000 Penalty: 5779.944336
	Iteration 75Q: 3 clusters Score -1.773116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17731156.000000 Penalty: 5779.944336
	Iteration 76Q: 3 clusters Score -1.773116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -17731156.000000 Penalty: 5779.944336
	Iteration 77Q: 3 clusters Score -1.773116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -17731172.000000 Penalty: 5779.944336
	Iteration 78Q: 3 clusters Score -1.773117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112718 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17731180.000000 Penalty: 5779.944336
	Iteration 79Q: 3 clusters Score -1.773118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17731166.000000 Penalty: 5779.944336
	Iteration 80F: 3 clusters Score -1.773117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112751 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -17731162.000000 Penalty: 5779.944336
	Iteration 81Q: 3 clusters Score -1.773116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -17731170.000000 Penalty: 5779.944336
	Iteration 82Q: 3 clusters Score -1.773117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112787 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -17731162.000000 Penalty: 5779.944336
	Iteration 83Q: 3 clusters Score -1.773116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17731188.000000 Penalty: 5779.944336
	Iteration 84Q: 3 clusters Score -1.773119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17731200.000000 Penalty: 5779.944336
	Iteration 85Q: 3 clusters Score -1.77312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17731190.000000 Penalty: 5779.944336
	Iteration 86Q: 3 clusters Score -1.773119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17731202.000000 Penalty: 5779.944336
	Iteration 87Q: 3 clusters Score -1.77312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112873 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -17731218.000000 Penalty: 5779.944336
	Iteration 88Q: 3 clusters Score -1.773122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -17731210.000000 Penalty: 5779.944336
	Iteration 89Q: 3 clusters Score -1.773121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -17731208.000000 Penalty: 5779.944336
	Iteration 90Q: 3 clusters Score -1.773121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112903 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17731208.000000 Penalty: 5779.944336
	Iteration 91Q: 3 clusters Score -1.773121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17731216.000000 Penalty: 5779.944336
	Iteration 92Q: 3 clusters Score -1.773122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -17731206.000000 Penalty: 5779.944336
	Iteration 93Q: 3 clusters Score -1.773121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17731216.000000 Penalty: 5779.944336
	Iteration 94Q: 3 clusters Score -1.773122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17731220.000000 Penalty: 5779.944336
	Iteration 95Q: 3 clusters Score -1.773122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112928 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -17731224.000000 Penalty: 5779.944336
	Iteration 96Q: 3 clusters Score -1.773122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17731240.000000 Penalty: 5779.944336
	Iteration 97Q: 3 clusters Score -1.773124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -17731218.000000 Penalty: 5779.944336
	Iteration 98Q: 3 clusters Score -1.773122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17731232.000000 Penalty: 5779.944336
	Iteration 99Q: 3 clusters Score -1.773123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17731236.000000 Penalty: 5779.944336
	Iteration 100F: 3 clusters Score -1.773124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -17731236.000000 Penalty: 5779.944336
	Iteration 101Q: 3 clusters Score -1.773124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17731228.000000 Penalty: 5779.944336
	Iteration 102Q: 3 clusters Score -1.773123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17731228.000000 Penalty: 5779.944336
	Iteration 103F: 3 clusters Score -1.773123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -719914.687500 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -719914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -715439.187500 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -715439.2 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -716449.187500 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -716449.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -716763.937500 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -716763.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -717059.750000 Penalty: 4215.316406
	Iteration 3F: 3 clusters Score -717059.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -717376.000000 Penalty: 4215.316406
	Iteration 4F: 3 clusters Score -717376 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -717726.625000 Penalty: 4215.316406
	Iteration 5F: 3 clusters Score -717726.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -718104.062500 Penalty: 4215.316406
	Iteration 6F: 3 clusters Score -718104.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -718480.562500 Penalty: 4215.316406
	Iteration 7F: 3 clusters Score -718480.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -718803.562500 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -718803.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -719000.500000 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -719000.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -719087.062500 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -719087.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -719125.750000 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -719125.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -719148.125000 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -719148.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719158.562500 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -719158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -719163.500000 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -719163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -719165.937500 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -719165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719168.750000 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -719168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -719169.937500 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -719169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -719170.937500 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -719170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -719170.437500 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -719170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -719170.437500 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -719170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -470087.531250 Penalty: 2032.989502
	Iteration 0F: 2 clusters Score -470087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -466452.031250 Penalty: 4065.979004
	Iteration 0F: 3 clusters Score -466452 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -467408.031250 Penalty: 4065.979004
	Iteration 1F: 3 clusters Score -467408 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -467700.593750 Penalty: 4065.979004
	Iteration 2F: 3 clusters Score -467700.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -467967.625000 Penalty: 4065.979004
	Iteration 3F: 3 clusters Score -467967.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -468370.937500 Penalty: 4065.979004
	Iteration 4F: 3 clusters Score -468370.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -468808.968750 Penalty: 4065.979004
	Iteration 5F: 3 clusters Score -468809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -469108.750000 Penalty: 4065.979004
	Iteration 6F: 3 clusters Score -469108.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -469285.906250 Penalty: 4065.979004
	Iteration 7F: 3 clusters Score -469285.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -469430.156250 Penalty: 4065.979004
	Iteration 8Q: 3 clusters Score -469430.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -469495.906250 Penalty: 4065.979004
	Iteration 9Q: 3 clusters Score -469495.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -469544.750000 Penalty: 4065.979004
	Iteration 10Q: 3 clusters Score -469544.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -469578.718750 Penalty: 4065.979004
	Iteration 11Q: 3 clusters Score -469578.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -469606.875000 Penalty: 4065.979004
	Iteration 12Q: 3 clusters Score -469606.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -469634.781250 Penalty: 4065.979004
	Iteration 13Q: 3 clusters Score -469634.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -469670.375000 Penalty: 4065.979004
	Iteration 14Q: 3 clusters Score -469670.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -469707.968750 Penalty: 4065.979004
	Iteration 15Q: 3 clusters Score -469708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -469737.000000 Penalty: 4065.979004
	Iteration 16Q: 3 clusters Score -469737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -469757.031250 Penalty: 4065.979004
	Iteration 17Q: 3 clusters Score -469757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -469775.156250 Penalty: 4065.979004
	Iteration 18Q: 3 clusters Score -469775.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -469787.531250 Penalty: 4065.979004
	Iteration 19Q: 3 clusters Score -469787.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -469793.062500 Penalty: 4065.979004
	Iteration 20F: 3 clusters Score -469793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -469797.750000 Penalty: 4065.979004
	Iteration 21Q: 3 clusters Score -469797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -469800.718750 Penalty: 4065.979004
	Iteration 22Q: 3 clusters Score -469800.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -469803.406250 Penalty: 4065.979004
	Iteration 23Q: 3 clusters Score -469803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -469804.312500 Penalty: 4065.979004
	Iteration 24Q: 3 clusters Score -469804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -469804.593750 Penalty: 4065.979004
	Iteration 25Q: 3 clusters Score -469804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -469804.593750 Penalty: 4065.979004
	Iteration 26F: 3 clusters Score -469804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Entering Unmasked Estep 
Score: -3006912.500000 Penalty: 2467.016602
	Iteration 0F: 2 clusters Score -3006912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2992236.500000 Penalty: 4934.033203
	Iteration 0F: 3 clusters Score -2992236 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2997496.500000 Penalty: 4934.033203
	Iteration 1F: 3 clusters Score -2997496 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2998243.750000 Penalty: 4934.033203
	Iteration 2F: 3 clusters Score -2998244 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2999064.000000 Penalty: 4934.033203
	Iteration 3F: 3 clusters Score -2999064 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2999864.000000 Penalty: 4934.033203
	Iteration 4F: 3 clusters Score -2999864 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3000599.250000 Penalty: 4934.033203
	Iteration 5F: 3 clusters Score -3000599 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3001207.500000 Penalty: 4934.033203
	Iteration 6F: 3 clusters Score -3001208 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3001710.750000 Penalty: 4934.033203
	Iteration 7Q: 3 clusters Score -3001711 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3002063.250000 Penalty: 4934.033203
	Iteration 8Q: 3 clusters Score -3002063 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3002319.250000 Penalty: 4934.033203
	Iteration 9Q: 3 clusters Score -3002319 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3002512.500000 Penalty: 4934.033203
	Iteration 10Q: 3 clusters Score -3002512 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3002705.250000 Penalty: 4934.033203
	Iteration 11Q: 3 clusters Score -3002705 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3002846.000000 Penalty: 4934.033203
	Iteration 12Q: 3 clusters Score -3002846 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3002943.250000 Penalty: 4934.033203
	Iteration 13Q: 3 clusters Score -3002943 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3003047.750000 Penalty: 4934.033203
	Iteration 14Q: 3 clusters Score -3003048 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3003135.250000 Penalty: 4934.033203
	Iteration 15Q: 3 clusters Score -3003135 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3003223.250000 Penalty: 4934.033203
	Iteration 16Q: 3 clusters Score -3003223 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3003320.000000 Penalty: 4934.033203
	Iteration 17Q: 3 clusters Score -3003320 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3003400.000000 Penalty: 4934.033203
	Iteration 18Q: 3 clusters Score -3003400 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3003454.000000 Penalty: 4934.033203
	Iteration 19Q: 3 clusters Score -3003454 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3003520.750000 Penalty: 4934.033203
	Iteration 20F: 3 clusters Score -3003521 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3003563.250000 Penalty: 4934.033203
	Iteration 21Q: 3 clusters Score -3003563 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3003607.250000 Penalty: 4934.033203
	Iteration 22Q: 3 clusters Score -3003607 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3003664.000000 Penalty: 4934.033203
	Iteration 23Q: 3 clusters Score -3003664 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3003711.500000 Penalty: 4934.033203
	Iteration 24Q: 3 clusters Score -3003712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3003761.000000 Penalty: 4934.033203
	Iteration 25Q: 3 clusters Score -3003761 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3003800.000000 Penalty: 4934.033203
	Iteration 26Q: 3 clusters Score -3003800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3003849.250000 Penalty: 4934.033203
	Iteration 27Q: 3 clusters Score -3003849 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -3003900.750000 Penalty: 4934.033203
	Iteration 28Q: 3 clusters Score -3003901 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3003943.750000 Penalty: 4934.033203
	Iteration 29Q: 3 clusters Score -3003944 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3004007.000000 Penalty: 4934.033203
	Iteration 30Q: 3 clusters Score -3004007 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3004054.250000 Penalty: 4934.033203
	Iteration 31Q: 3 clusters Score -3004054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3004096.750000 Penalty: 4934.033203
	Iteration 32Q: 3 clusters Score -3004097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -3004134.500000 Penalty: 4934.033203
	Iteration 33Q: 3 clusters Score -3004134 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3004164.250000 Penalty: 4934.033203
	Iteration 34Q: 3 clusters Score -3004164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3004197.750000 Penalty: 4934.033203
	Iteration 35Q: 3 clusters Score -3004198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3004238.250000 Penalty: 4934.033203
	Iteration 36Q: 3 clusters Score -3004238 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3004267.500000 Penalty: 4934.033203
	Iteration 37Q: 3 clusters Score -3004268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3004322.250000 Penalty: 4934.033203
	Iteration 38Q: 3 clusters Score -3004322 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3004371.500000 Penalty: 4934.033203
	Iteration 39Q: 3 clusters Score -3004372 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3004431.500000 Penalty: 4934.033203
	Iteration 40F: 3 clusters Score -3004432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3004467.500000 Penalty: 4934.033203
	Iteration 41Q: 3 clusters Score -3004468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3004499.000000 Penalty: 4934.033203
	Iteration 42Q: 3 clusters Score -3004499 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3004530.750000 Penalty: 4934.033203
	Iteration 43Q: 3 clusters Score -3004531 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3004572.750000 Penalty: 4934.033203
	Iteration 44Q: 3 clusters Score -3004573 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3004610.250000 Penalty: 4934.033203
	Iteration 45Q: 3 clusters Score -3004610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3004648.250000 Penalty: 4934.033203
	Iteration 46Q: 3 clusters Score -3004648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3004677.250000 Penalty: 4934.033203
	Iteration 47Q: 3 clusters Score -3004677 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3004714.000000 Penalty: 4934.033203
	Iteration 48Q: 3 clusters Score -3004714 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3004747.250000 Penalty: 4934.033203
	Iteration 49Q: 3 clusters Score -3004747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3004791.750000 Penalty: 4934.033203
	Iteration 50Q: 3 clusters Score -3004792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3004820.500000 Penalty: 4934.033203
	Iteration 51Q: 3 clusters Score -3004820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3004857.750000 Penalty: 4934.033203
	Iteration 52Q: 3 clusters Score -3004858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3004894.000000 Penalty: 4934.033203
	Iteration 53Q: 3 clusters Score -3004894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3004911.750000 Penalty: 4934.033203
	Iteration 54Q: 3 clusters Score -3004912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3004927.000000 Penalty: 4934.033203
	Iteration 55Q: 3 clusters Score -3004927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3004937.500000 Penalty: 4934.033203
	Iteration 56Q: 3 clusters Score -3004938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3004942.500000 Penalty: 4934.033203
	Iteration 57Q: 3 clusters Score -3004942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3004961.000000 Penalty: 4934.033203
	Iteration 58Q: 3 clusters Score -3004961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3004973.500000 Penalty: 4934.033203
	Iteration 59Q: 3 clusters Score -3004974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3004989.750000 Penalty: 4934.033203
	Iteration 60F: 3 clusters Score -3004990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3005003.000000 Penalty: 4934.033203
	Iteration 61Q: 3 clusters Score -3005003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3005011.500000 Penalty: 4934.033203
	Iteration 62Q: 3 clusters Score -3005012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3005016.000000 Penalty: 4934.033203
	Iteration 63Q: 3 clusters Score -3005016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3005029.750000 Penalty: 4934.033203
	Iteration 64Q: 3 clusters Score -3005030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3005033.000000 Penalty: 4934.033203
	Iteration 65Q: 3 clusters Score -3005033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3005041.750000 Penalty: 4934.033203
	Iteration 66Q: 3 clusters Score -3005042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3005053.750000 Penalty: 4934.033203
	Iteration 67Q: 3 clusters Score -3005054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3005055.000000 Penalty: 4934.033203
	Iteration 68Q: 3 clusters Score -3005055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3005062.750000 Penalty: 4934.033203
	Iteration 69Q: 3 clusters Score -3005063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3005077.500000 Penalty: 4934.033203
	Iteration 70Q: 3 clusters Score -3005078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3005083.750000 Penalty: 4934.033203
	Iteration 71Q: 3 clusters Score -3005084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3005091.750000 Penalty: 4934.033203
	Iteration 72Q: 3 clusters Score -3005092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3005091.000000 Penalty: 4934.033203
	Iteration 73Q: 3 clusters Score -3005091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3005099.250000 Penalty: 4934.033203
	Iteration 74Q: 3 clusters Score -3005099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3005108.500000 Penalty: 4934.033203
	Iteration 75Q: 3 clusters Score -3005108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3005112.750000 Penalty: 4934.033203
	Iteration 76Q: 3 clusters Score -3005113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3005112.250000 Penalty: 4934.033203
	Iteration 77Q: 3 clusters Score -3005112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3005113.000000 Penalty: 4934.033203
	Iteration 78Q: 3 clusters Score -3005113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3005116.000000 Penalty: 4934.033203
	Iteration 79Q: 3 clusters Score -3005116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3005116.750000 Penalty: 4934.033203
	Iteration 80F: 3 clusters Score -3005117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3005116.250000 Penalty: 4934.033203
	Iteration 81Q: 3 clusters Score -3005116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3005119.500000 Penalty: 4934.033203
	Iteration 82Q: 3 clusters Score -3005120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3005123.250000 Penalty: 4934.033203
	Iteration 83Q: 3 clusters Score -3005123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3005127.500000 Penalty: 4934.033203
	Iteration 84Q: 3 clusters Score -3005128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3005125.250000 Penalty: 4934.033203
	Iteration 85Q: 3 clusters Score -3005125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3005127.000000 Penalty: 4934.033203
	Iteration 86Q: 3 clusters Score -3005127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3005125.500000 Penalty: 4934.033203
	Iteration 87Q: 3 clusters Score -3005126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3005125.000000 Penalty: 4934.033203
	Iteration 88Q: 3 clusters Score -3005125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3005125.000000 Penalty: 4934.033203
	Iteration 89F: 3 clusters Score -3005125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -298602.937500 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -298602.9 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 987 members 
Entering Unmasked Estep 
Score: -295967.343750 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -295967.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -296391.937500 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -296391.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296521.125000 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -296521.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -296605.125000 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -296605.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296657.312500 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -296657.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296677.937500 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -296677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -296688.656250 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -296688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296694.968750 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -296695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296699.437500 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -296699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296706.281250 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -296706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296709.843750 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -296709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -296712.875000 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -296712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296714.468750 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -296714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -296716.468750 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -296716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296718.062500 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -296718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296720.562500 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -296720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -296721.281250 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -296721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -296721.531250 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -296721.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -296721.812500 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -296721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -296722.718750 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -296722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296723.062500 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -296723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -296723.906250 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -296723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -296724.437500 Penalty: 3756.216553
	Iteration 22Q: 3 clusters Score -296724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296725.656250 Penalty: 3756.216553
	Iteration 23Q: 3 clusters Score -296725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296726.500000 Penalty: 3756.216553
	Iteration 24Q: 3 clusters Score -296726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296728.781250 Penalty: 3756.216553
	Iteration 25Q: 3 clusters Score -296728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296729.875000 Penalty: 3756.216553
	Iteration 26Q: 3 clusters Score -296729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -296730.781250 Penalty: 3756.216553
	Iteration 27Q: 3 clusters Score -296730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296733.593750 Penalty: 3756.216553
	Iteration 28Q: 3 clusters Score -296733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296733.906250 Penalty: 3756.216553
	Iteration 29Q: 3 clusters Score -296733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296734.937500 Penalty: 3756.216553
	Iteration 30Q: 3 clusters Score -296734.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -296737.125000 Penalty: 3756.216553
	Iteration 31Q: 3 clusters Score -296737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -296738.125000 Penalty: 3756.216553
	Iteration 32Q: 3 clusters Score -296738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -296739.218750 Penalty: 3756.216553
	Iteration 33Q: 3 clusters Score -296739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -296739.937500 Penalty: 3756.216553
	Iteration 34Q: 3 clusters Score -296739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -296740.500000 Penalty: 3756.216553
	Iteration 35Q: 3 clusters Score -296740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -296740.500000 Penalty: 3756.216553
	Iteration 36F: 3 clusters Score -296740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Entering Unmasked Estep 
Score: -186598.000000 Penalty: 1779.521484
	Iteration 0F: 2 clusters Score -186598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184439.140625 Penalty: 3559.042969
	Iteration 0F: 3 clusters Score -184439.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -184903.656250 Penalty: 3559.042969
	Iteration 1F: 3 clusters Score -184903.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -185158.687500 Penalty: 3559.042969
	Iteration 2F: 3 clusters Score -185158.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -185424.781250 Penalty: 3559.042969
	Iteration 3F: 3 clusters Score -185424.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -185617.703125 Penalty: 3559.042969
	Iteration 4F: 3 clusters Score -185617.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -185750.031250 Penalty: 3559.042969
	Iteration 5Q: 3 clusters Score -185750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185837.453125 Penalty: 3559.042969
	Iteration 6Q: 3 clusters Score -185837.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -185902.328125 Penalty: 3559.042969
	Iteration 7Q: 3 clusters Score -185902.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -185945.906250 Penalty: 3559.042969
	Iteration 8Q: 3 clusters Score -185945.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185969.765625 Penalty: 3559.042969
	Iteration 9Q: 3 clusters Score -185969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -185995.515625 Penalty: 3559.042969
	Iteration 10Q: 3 clusters Score -185995.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -186017.890625 Penalty: 3559.042969
	Iteration 11Q: 3 clusters Score -186017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -186038.984375 Penalty: 3559.042969
	Iteration 12Q: 3 clusters Score -186039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186051.125000 Penalty: 3559.042969
	Iteration 13Q: 3 clusters Score -186051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186060.828125 Penalty: 3559.042969
	Iteration 14Q: 3 clusters Score -186060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -186065.078125 Penalty: 3559.042969
	Iteration 15Q: 3 clusters Score -186065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -186066.078125 Penalty: 3559.042969
	Iteration 16Q: 3 clusters Score -186066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -186067.421875 Penalty: 3559.042969
	Iteration 17F: 3 clusters Score -186067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -186069.250000 Penalty: 3559.042969
	Iteration 18Q: 3 clusters Score -186069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -186069.250000 Penalty: 3559.042969
	Iteration 19F: 3 clusters Score -186069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Entering Unmasked Estep 
Score: -5293126.500000 Penalty: 2595.938477
	Iteration 0F: 2 clusters Score -5293126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5269240.000000 Penalty: 5191.876953
	Iteration 0F: 3 clusters Score -5269240 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5277809.000000 Penalty: 5191.876953
	Iteration 1F: 3 clusters Score -5277809 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5278467.500000 Penalty: 5191.876953
	Iteration 2Q: 3 clusters Score -5278468 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5279478.500000 Penalty: 5191.876953
	Iteration 3F: 3 clusters Score -5279478 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5280912.500000 Penalty: 5191.876953
	Iteration 4F: 3 clusters Score -5280912 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -5282709.000000 Penalty: 5191.876953
	Iteration 5F: 3 clusters Score -5282709 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5284814.500000 Penalty: 5191.876953
	Iteration 6F: 3 clusters Score -5284814 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5286997.500000 Penalty: 5191.876953
	Iteration 7F: 3 clusters Score -5286998 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5288877.000000 Penalty: 5191.876953
	Iteration 8F: 3 clusters Score -5288877 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -5290564.000000 Penalty: 5191.876953
	Iteration 9Q: 3 clusters Score -5290564 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -5291650.000000 Penalty: 5191.876953
	Iteration 10Q: 3 clusters Score -5291650 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5292017.500000 Penalty: 5191.876953
	Iteration 11Q: 3 clusters Score -5292018 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -5292156.000000 Penalty: 5191.876953
	Iteration 12Q: 3 clusters Score -5292156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -5292221.000000 Penalty: 5191.876953
	Iteration 13Q: 3 clusters Score -5292221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5292269.500000 Penalty: 5191.876953
	Iteration 14Q: 3 clusters Score -5292270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -5292286.000000 Penalty: 5191.876953
	Iteration 15Q: 3 clusters Score -5292286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5292306.000000 Penalty: 5191.876953
	Iteration 16Q: 3 clusters Score -5292306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -5292334.500000 Penalty: 5191.876953
	Iteration 17Q: 3 clusters Score -5292334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5292352.500000 Penalty: 5191.876953
	Iteration 18Q: 3 clusters Score -5292352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -5292362.000000 Penalty: 5191.876953
	Iteration 19Q: 3 clusters Score -5292362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -5292370.000000 Penalty: 5191.876953
	Iteration 20F: 3 clusters Score -5292370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5292372.500000 Penalty: 5191.876953
	Iteration 21Q: 3 clusters Score -5292372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5292384.500000 Penalty: 5191.876953
	Iteration 22Q: 3 clusters Score -5292384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5292390.500000 Penalty: 5191.876953
	Iteration 23Q: 3 clusters Score -5292390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5292388.000000 Penalty: 5191.876953
	Iteration 24Q: 3 clusters Score -5292388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5292384.500000 Penalty: 5191.876953
	Iteration 25Q: 3 clusters Score -5292384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5292387.000000 Penalty: 5191.876953
	Iteration 26Q: 3 clusters Score -5292387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5292391.500000 Penalty: 5191.876953
	Iteration 27Q: 3 clusters Score -5292392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -5292390.000000 Penalty: 5191.876953
	Iteration 28Q: 3 clusters Score -5292390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -5292385.000000 Penalty: 5191.876953
	Iteration 29Q: 3 clusters Score -5292385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5292390.000000 Penalty: 5191.876953
	Iteration 30Q: 3 clusters Score -5292390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5292388.500000 Penalty: 5191.876953
	Iteration 31Q: 3 clusters Score -5292388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5292386.500000 Penalty: 5191.876953
	Iteration 32Q: 3 clusters Score -5292386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5292390.500000 Penalty: 5191.876953
	Iteration 33Q: 3 clusters Score -5292390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5292386.000000 Penalty: 5191.876953
	Iteration 34Q: 3 clusters Score -5292386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -5292386.000000 Penalty: 5191.876953
	Iteration 35F: 3 clusters Score -5292386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Entering Unmasked Estep 
Score: -2766729.250000 Penalty: 2430.994141
	Iteration 0F: 2 clusters Score -2766729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2753924.250000 Penalty: 4861.988281
	Iteration 0F: 3 clusters Score -2753924 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2758013.000000 Penalty: 4861.988281
	Iteration 1F: 3 clusters Score -2758013 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2758363.000000 Penalty: 4861.988281
	Iteration 2F: 3 clusters Score -2758363 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2758637.250000 Penalty: 4861.988281
	Iteration 3Q: 3 clusters Score -2758637 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2758849.000000 Penalty: 4861.988281
	Iteration 4Q: 3 clusters Score -2758849 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2759021.000000 Penalty: 4861.988281
	Iteration 5Q: 3 clusters Score -2759021 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2759142.500000 Penalty: 4861.988281
	Iteration 6Q: 3 clusters Score -2759142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2759250.000000 Penalty: 4861.988281
	Iteration 7Q: 3 clusters Score -2759250 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2759347.000000 Penalty: 4861.988281
	Iteration 8Q: 3 clusters Score -2759347 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2759425.250000 Penalty: 4861.988281
	Iteration 9Q: 3 clusters Score -2759425 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2759496.250000 Penalty: 4861.988281
	Iteration 10Q: 3 clusters Score -2759496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2759568.000000 Penalty: 4861.988281
	Iteration 11Q: 3 clusters Score -2759568 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2759623.750000 Penalty: 4861.988281
	Iteration 12Q: 3 clusters Score -2759624 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2759683.750000 Penalty: 4861.988281
	Iteration 13Q: 3 clusters Score -2759684 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2759755.500000 Penalty: 4861.988281
	Iteration 14Q: 3 clusters Score -2759756 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2759816.250000 Penalty: 4861.988281
	Iteration 15Q: 3 clusters Score -2759816 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2759891.250000 Penalty: 4861.988281
	Iteration 16Q: 3 clusters Score -2759891 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2759961.000000 Penalty: 4861.988281
	Iteration 17Q: 3 clusters Score -2759961 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2760036.750000 Penalty: 4861.988281
	Iteration 18Q: 3 clusters Score -2760037 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2760118.000000 Penalty: 4861.988281
	Iteration 19Q: 3 clusters Score -2760118 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2760196.500000 Penalty: 4861.988281
	Iteration 20F: 3 clusters Score -2760196 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2760290.000000 Penalty: 4861.988281
	Iteration 21Q: 3 clusters Score -2760290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2760406.750000 Penalty: 4861.988281
	Iteration 22Q: 3 clusters Score -2760407 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2760549.000000 Penalty: 4861.988281
	Iteration 23Q: 3 clusters Score -2760549 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2760760.500000 Penalty: 4861.988281
	Iteration 24Q: 3 clusters Score -2760760 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2760996.500000 Penalty: 4861.988281
	Iteration 25Q: 3 clusters Score -2760996 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2761238.000000 Penalty: 4861.988281
	Iteration 26Q: 3 clusters Score -2761238 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2761541.750000 Penalty: 4861.988281
	Iteration 27Q: 3 clusters Score -2761542 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2761936.000000 Penalty: 4861.988281
	Iteration 28Q: 3 clusters Score -2761936 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2762350.750000 Penalty: 4861.988281
	Iteration 29Q: 3 clusters Score -2762351 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2762677.250000 Penalty: 4861.988281
	Iteration 30Q: 3 clusters Score -2762677 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2762954.500000 Penalty: 4861.988281
	Iteration 31Q: 3 clusters Score -2762954 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2763197.000000 Penalty: 4861.988281
	Iteration 32Q: 3 clusters Score -2763197 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2763431.000000 Penalty: 4861.988281
	Iteration 33Q: 3 clusters Score -2763431 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2763654.250000 Penalty: 4861.988281
	Iteration 34Q: 3 clusters Score -2763654 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2763830.750000 Penalty: 4861.988281
	Iteration 35Q: 3 clusters Score -2763831 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2763974.750000 Penalty: 4861.988281
	Iteration 36Q: 3 clusters Score -2763975 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2764125.750000 Penalty: 4861.988281
	Iteration 37Q: 3 clusters Score -2764126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2764243.750000 Penalty: 4861.988281
	Iteration 38Q: 3 clusters Score -2764244 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2764352.500000 Penalty: 4861.988281
	Iteration 39Q: 3 clusters Score -2764352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2764434.750000 Penalty: 4861.988281
	Iteration 40F: 3 clusters Score -2764435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2764508.250000 Penalty: 4861.988281
	Iteration 41Q: 3 clusters Score -2764508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2764567.750000 Penalty: 4861.988281
	Iteration 42Q: 3 clusters Score -2764568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2764628.000000 Penalty: 4861.988281
	Iteration 43Q: 3 clusters Score -2764628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2764663.250000 Penalty: 4861.988281
	Iteration 44Q: 3 clusters Score -2764663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2764686.500000 Penalty: 4861.988281
	Iteration 45Q: 3 clusters Score -2764686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2764704.750000 Penalty: 4861.988281
	Iteration 46Q: 3 clusters Score -2764705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2764719.250000 Penalty: 4861.988281
	Iteration 47Q: 3 clusters Score -2764719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2764735.000000 Penalty: 4861.988281
	Iteration 48Q: 3 clusters Score -2764735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2764752.250000 Penalty: 4861.988281
	Iteration 49Q: 3 clusters Score -2764752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2764760.500000 Penalty: 4861.988281
	Iteration 50Q: 3 clusters Score -2764760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2764770.250000 Penalty: 4861.988281
	Iteration 51Q: 3 clusters Score -2764770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2764785.750000 Penalty: 4861.988281
	Iteration 52Q: 3 clusters Score -2764786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2764793.250000 Penalty: 4861.988281
	Iteration 53Q: 3 clusters Score -2764793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2764796.750000 Penalty: 4861.988281
	Iteration 54Q: 3 clusters Score -2764797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2764801.000000 Penalty: 4861.988281
	Iteration 55Q: 3 clusters Score -2764801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2764809.750000 Penalty: 4861.988281
	Iteration 56Q: 3 clusters Score -2764810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2764815.500000 Penalty: 4861.988281
	Iteration 57Q: 3 clusters Score -2764816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2764820.750000 Penalty: 4861.988281
	Iteration 58Q: 3 clusters Score -2764821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2764829.250000 Penalty: 4861.988281
	Iteration 59Q: 3 clusters Score -2764829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2764832.250000 Penalty: 4861.988281
	Iteration 60F: 3 clusters Score -2764832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2764845.000000 Penalty: 4861.988281
	Iteration 61Q: 3 clusters Score -2764845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2764845.750000 Penalty: 4861.988281
	Iteration 62Q: 3 clusters Score -2764846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2764846.750000 Penalty: 4861.988281
	Iteration 63Q: 3 clusters Score -2764847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2764850.250000 Penalty: 4861.988281
	Iteration 64Q: 3 clusters Score -2764850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2764851.000000 Penalty: 4861.988281
	Iteration 65Q: 3 clusters Score -2764851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2764853.000000 Penalty: 4861.988281
	Iteration 66Q: 3 clusters Score -2764853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2764852.500000 Penalty: 4861.988281
	Iteration 67Q: 3 clusters Score -2764852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2764854.250000 Penalty: 4861.988281
	Iteration 68Q: 3 clusters Score -2764854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2764852.750000 Penalty: 4861.988281
	Iteration 69Q: 3 clusters Score -2764853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2764852.750000 Penalty: 4861.988281
	Iteration 70F: 3 clusters Score -2764853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -505151.968750 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -505152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -501632.875000 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -501632.9 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -502364.687500 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -502364.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -502558.718750 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -502558.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -502656.343750 Penalty: 4026.187012
	Iteration 3Q: 3 clusters Score -502656.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -502715.125000 Penalty: 4026.187012
	Iteration 4Q: 3 clusters Score -502715.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -502766.406250 Penalty: 4026.187012
	Iteration 5Q: 3 clusters Score -502766.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -502799.031250 Penalty: 4026.187012
	Iteration 6Q: 3 clusters Score -502799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -502820.031250 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -502820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -502835.406250 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -502835.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -502848.625000 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -502848.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -502859.000000 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -502859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -502868.500000 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -502868.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -502875.593750 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -502875.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -502882.843750 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -502882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -502890.625000 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -502890.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -502901.000000 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -502901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -502908.125000 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -502908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -502914.875000 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -502914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -502920.843750 Penalty: 4026.187012
	Iteration 18Q: 3 clusters Score -502920.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -502929.281250 Penalty: 4026.187012
	Iteration 19Q: 3 clusters Score -502929.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -502935.625000 Penalty: 4026.187012
	Iteration 20F: 3 clusters Score -502935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -502941.781250 Penalty: 4026.187012
	Iteration 21Q: 3 clusters Score -502941.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -502951.593750 Penalty: 4026.187012
	Iteration 22Q: 3 clusters Score -502951.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -502959.218750 Penalty: 4026.187012
	Iteration 23Q: 3 clusters Score -502959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -502963.375000 Penalty: 4026.187012
	Iteration 24Q: 3 clusters Score -502963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -502966.375000 Penalty: 4026.187012
	Iteration 25Q: 3 clusters Score -502966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -502970.156250 Penalty: 4026.187012
	Iteration 26Q: 3 clusters Score -502970.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -502975.000000 Penalty: 4026.187012
	Iteration 27Q: 3 clusters Score -502975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -502984.656250 Penalty: 4026.187012
	Iteration 28Q: 3 clusters Score -502984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -502992.968750 Penalty: 4026.187012
	Iteration 29Q: 3 clusters Score -502993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -502999.343750 Penalty: 4026.187012
	Iteration 30Q: 3 clusters Score -502999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -503004.125000 Penalty: 4026.187012
	Iteration 31Q: 3 clusters Score -503004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -503007.218750 Penalty: 4026.187012
	Iteration 32Q: 3 clusters Score -503007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -503011.906250 Penalty: 4026.187012
	Iteration 33Q: 3 clusters Score -503011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -503015.062500 Penalty: 4026.187012
	Iteration 34Q: 3 clusters Score -503015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -503017.437500 Penalty: 4026.187012
	Iteration 35Q: 3 clusters Score -503017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -503020.656250 Penalty: 4026.187012
	Iteration 36Q: 3 clusters Score -503020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -503022.093750 Penalty: 4026.187012
	Iteration 37Q: 3 clusters Score -503022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -503024.531250 Penalty: 4026.187012
	Iteration 38Q: 3 clusters Score -503024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -503027.093750 Penalty: 4026.187012
	Iteration 39Q: 3 clusters Score -503027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -503030.437500 Penalty: 4026.187012
	Iteration 40F: 3 clusters Score -503030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -503034.125000 Penalty: 4026.187012
	Iteration 41Q: 3 clusters Score -503034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -503036.781250 Penalty: 4026.187012
	Iteration 42Q: 3 clusters Score -503036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -503040.593750 Penalty: 4026.187012
	Iteration 43Q: 3 clusters Score -503040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -503044.000000 Penalty: 4026.187012
	Iteration 44Q: 3 clusters Score -503044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -503048.093750 Penalty: 4026.187012
	Iteration 45Q: 3 clusters Score -503048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -503051.062500 Penalty: 4026.187012
	Iteration 46Q: 3 clusters Score -503051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -503052.531250 Penalty: 4026.187012
	Iteration 47Q: 3 clusters Score -503052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -503055.250000 Penalty: 4026.187012
	Iteration 48Q: 3 clusters Score -503055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -503057.156250 Penalty: 4026.187012
	Iteration 49Q: 3 clusters Score -503057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -503061.937500 Penalty: 4026.187012
	Iteration 50Q: 3 clusters Score -503061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -503063.375000 Penalty: 4026.187012
	Iteration 51Q: 3 clusters Score -503063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -503066.656250 Penalty: 4026.187012
	Iteration 52Q: 3 clusters Score -503066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -503069.093750 Penalty: 4026.187012
	Iteration 53Q: 3 clusters Score -503069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -503072.312500 Penalty: 4026.187012
	Iteration 54Q: 3 clusters Score -503072.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -503076.656250 Penalty: 4026.187012
	Iteration 55Q: 3 clusters Score -503076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -503078.593750 Penalty: 4026.187012
	Iteration 56Q: 3 clusters Score -503078.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -503083.156250 Penalty: 4026.187012
	Iteration 57Q: 3 clusters Score -503083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -503085.906250 Penalty: 4026.187012
	Iteration 58Q: 3 clusters Score -503085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -503088.968750 Penalty: 4026.187012
	Iteration 59Q: 3 clusters Score -503089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -503090.062500 Penalty: 4026.187012
	Iteration 60F: 3 clusters Score -503090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -503089.906250 Penalty: 4026.187012
	Iteration 61Q: 3 clusters Score -503089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -503089.906250 Penalty: 4026.187012
	Iteration 62F: 3 clusters Score -503089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -531997.562500 Penalty: 2049.881104
	Iteration 0F: 2 clusters Score -531997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -528157.687500 Penalty: 4099.762207
	Iteration 0F: 3 clusters Score -528157.7 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -529091.437500 Penalty: 4099.762207
	Iteration 1F: 3 clusters Score -529091.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -529348.750000 Penalty: 4099.762207
	Iteration 2F: 3 clusters Score -529348.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -529538.062500 Penalty: 4099.762207
	Iteration 3F: 3 clusters Score -529538.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -529737.687500 Penalty: 4099.762207
	Iteration 4F: 3 clusters Score -529737.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -529953.750000 Penalty: 4099.762207
	Iteration 5F: 3 clusters Score -529953.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -530167.375000 Penalty: 4099.762207
	Iteration 6F: 3 clusters Score -530167.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -530381.625000 Penalty: 4099.762207
	Iteration 7Q: 3 clusters Score -530381.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -530566.312500 Penalty: 4099.762207
	Iteration 8Q: 3 clusters Score -530566.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -530699.250000 Penalty: 4099.762207
	Iteration 9Q: 3 clusters Score -530699.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -530816.812500 Penalty: 4099.762207
	Iteration 10Q: 3 clusters Score -530816.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -530900.437500 Penalty: 4099.762207
	Iteration 11Q: 3 clusters Score -530900.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -530956.750000 Penalty: 4099.762207
	Iteration 12Q: 3 clusters Score -530956.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -531015.562500 Penalty: 4099.762207
	Iteration 13Q: 3 clusters Score -531015.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -531060.687500 Penalty: 4099.762207
	Iteration 14Q: 3 clusters Score -531060.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -531093.750000 Penalty: 4099.762207
	Iteration 15Q: 3 clusters Score -531093.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -531123.437500 Penalty: 4099.762207
	Iteration 16Q: 3 clusters Score -531123.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -531144.250000 Penalty: 4099.762207
	Iteration 17Q: 3 clusters Score -531144.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -531162.937500 Penalty: 4099.762207
	Iteration 18Q: 3 clusters Score -531162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -531176.500000 Penalty: 4099.762207
	Iteration 19Q: 3 clusters Score -531176.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -531184.250000 Penalty: 4099.762207
	Iteration 20F: 3 clusters Score -531184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -531190.875000 Penalty: 4099.762207
	Iteration 21Q: 3 clusters Score -531190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -531192.875000 Penalty: 4099.762207
	Iteration 22Q: 3 clusters Score -531192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -531196.250000 Penalty: 4099.762207
	Iteration 23Q: 3 clusters Score -531196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -531199.250000 Penalty: 4099.762207
	Iteration 24Q: 3 clusters Score -531199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -531201.375000 Penalty: 4099.762207
	Iteration 25Q: 3 clusters Score -531201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -531202.687500 Penalty: 4099.762207
	Iteration 26Q: 3 clusters Score -531202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -531204.500000 Penalty: 4099.762207
	Iteration 27Q: 3 clusters Score -531204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -531205.375000 Penalty: 4099.762207
	Iteration 28Q: 3 clusters Score -531205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -531205.562500 Penalty: 4099.762207
	Iteration 29Q: 3 clusters Score -531205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -531205.562500 Penalty: 4099.762207
	Iteration 30F: 3 clusters Score -531205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Entering Unmasked Estep 
Score: -6272995.500000 Penalty: 2632.846191
	Iteration 0F: 2 clusters Score -6272996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -6245128.500000 Penalty: 5265.692383
	Iteration 0F: 3 clusters Score -6245128 nChanged 18909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -6255750.500000 Penalty: 5265.692383
	Iteration 1F: 3 clusters Score -6255750 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -6256449.500000 Penalty: 5265.692383
	Iteration 2Q: 3 clusters Score -6256450 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6257285.500000 Penalty: 5265.692383
	Iteration 3Q: 3 clusters Score -6257286 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -6258455.000000 Penalty: 5265.692383
	Iteration 4F: 3 clusters Score -6258455 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -6259871.000000 Penalty: 5265.692383
	Iteration 5F: 3 clusters Score -6259871 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -6261516.000000 Penalty: 5265.692383
	Iteration 6F: 3 clusters Score -6261516 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6263075.500000 Penalty: 5265.692383
	Iteration 7F: 3 clusters Score -6263076 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -6264351.000000 Penalty: 5265.692383
	Iteration 8F: 3 clusters Score -6264351 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -6265276.500000 Penalty: 5265.692383
	Iteration 9Q: 3 clusters Score -6265276 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -6265960.500000 Penalty: 5265.692383
	Iteration 10Q: 3 clusters Score -6265960 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -6266445.500000 Penalty: 5265.692383
	Iteration 11Q: 3 clusters Score -6266446 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -6266969.000000 Penalty: 5265.692383
	Iteration 12Q: 3 clusters Score -6266969 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -6267582.000000 Penalty: 5265.692383
	Iteration 13Q: 3 clusters Score -6267582 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -6268243.500000 Penalty: 5265.692383
	Iteration 14Q: 3 clusters Score -6268244 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6269087.000000 Penalty: 5265.692383
	Iteration 15Q: 3 clusters Score -6269087 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -6269742.000000 Penalty: 5265.692383
	Iteration 16Q: 3 clusters Score -6269742 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -6270196.500000 Penalty: 5265.692383
	Iteration 17Q: 3 clusters Score -6270196 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -6270406.500000 Penalty: 5265.692383
	Iteration 18Q: 3 clusters Score -6270406 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -6270486.000000 Penalty: 5265.692383
	Iteration 19Q: 3 clusters Score -6270486 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -6270522.500000 Penalty: 5265.692383
	Iteration 20F: 3 clusters Score -6270522 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -6270575.500000 Penalty: 5265.692383
	Iteration 21Q: 3 clusters Score -6270576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -6270613.500000 Penalty: 5265.692383
	Iteration 22Q: 3 clusters Score -6270614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -6270664.000000 Penalty: 5265.692383
	Iteration 23Q: 3 clusters Score -6270664 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -6270691.500000 Penalty: 5265.692383
	Iteration 24Q: 3 clusters Score -6270692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -6270708.000000 Penalty: 5265.692383
	Iteration 25Q: 3 clusters Score -6270708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -6270745.500000 Penalty: 5265.692383
	Iteration 26Q: 3 clusters Score -6270746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -6270772.500000 Penalty: 5265.692383
	Iteration 27Q: 3 clusters Score -6270772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -6270770.000000 Penalty: 5265.692383
	Iteration 28Q: 3 clusters Score -6270770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -6270770.000000 Penalty: 5265.692383
	Iteration 29Q: 3 clusters Score -6270770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -6270773.000000 Penalty: 5265.692383
	Iteration 30Q: 3 clusters Score -6270773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -6270771.000000 Penalty: 5265.692383
	Iteration 31Q: 3 clusters Score -6270771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -6270782.500000 Penalty: 5265.692383
	Iteration 32Q: 3 clusters Score -6270782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -6270797.500000 Penalty: 5265.692383
	Iteration 33Q: 3 clusters Score -6270798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6270794.000000 Penalty: 5265.692383
	Iteration 34Q: 3 clusters Score -6270794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6270794.500000 Penalty: 5265.692383
	Iteration 35Q: 3 clusters Score -6270794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -6270791.500000 Penalty: 5265.692383
	Iteration 36Q: 3 clusters Score -6270792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6270798.500000 Penalty: 5265.692383
	Iteration 37Q: 3 clusters Score -6270798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6270810.500000 Penalty: 5265.692383
	Iteration 38Q: 3 clusters Score -6270810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6270805.500000 Penalty: 5265.692383
	Iteration 39Q: 3 clusters Score -6270806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6270806.500000 Penalty: 5265.692383
	Iteration 40F: 3 clusters Score -6270806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -6270806.000000 Penalty: 5265.692383
	Iteration 41Q: 3 clusters Score -6270806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -6270803.000000 Penalty: 5265.692383
	Iteration 42Q: 3 clusters Score -6270803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -6270803.500000 Penalty: 5265.692383
	Iteration 43Q: 3 clusters Score -6270804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -6270803.500000 Penalty: 5265.692383
	Iteration 44F: 3 clusters Score -6270804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112239 members 
Entering Unmasked Estep 
Score: -17284736.000000 Penalty: 2883.839600
	Iteration 0F: 2 clusters Score -1.728474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -17212790.000000 Penalty: 5767.679199
	Iteration 0F: 3 clusters Score -1.721279e+07 nChanged 53352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -17243662.000000 Penalty: 5767.679199
	Iteration 1F: 3 clusters Score -1.724366e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -17244652.000000 Penalty: 5767.679199
	Iteration 2Q: 3 clusters Score -1.724465e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -17245972.000000 Penalty: 5767.679199
	Iteration 3Q: 3 clusters Score -1.724597e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -17247962.000000 Penalty: 5767.679199
	Iteration 4Q: 3 clusters Score -1.724796e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -17251032.000000 Penalty: 5767.679199
	Iteration 5F: 3 clusters Score -1.725103e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -17255948.000000 Penalty: 5767.679199
	Iteration 6F: 3 clusters Score -1.725595e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -17262316.000000 Penalty: 5767.679199
	Iteration 7F: 3 clusters Score -1.726232e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -17268996.000000 Penalty: 5767.679199
	Iteration 8F: 3 clusters Score -1.7269e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -17274142.000000 Penalty: 5767.679199
	Iteration 9F: 3 clusters Score -1.727414e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -17277290.000000 Penalty: 5767.679199
	Iteration 10Q: 3 clusters Score -1.727729e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -17279056.000000 Penalty: 5767.679199
	Iteration 11Q: 3 clusters Score -1.727906e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -17279960.000000 Penalty: 5767.679199
	Iteration 12Q: 3 clusters Score -1.727996e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -17280614.000000 Penalty: 5767.679199
	Iteration 13Q: 3 clusters Score -1.728061e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -17281194.000000 Penalty: 5767.679199
	Iteration 14Q: 3 clusters Score -1.728119e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -17281562.000000 Penalty: 5767.679199
	Iteration 15Q: 3 clusters Score -1.728156e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -17281832.000000 Penalty: 5767.679199
	Iteration 16Q: 3 clusters Score -1.728183e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -17282084.000000 Penalty: 5767.679199
	Iteration 17Q: 3 clusters Score -1.728208e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -17282244.000000 Penalty: 5767.679199
	Iteration 18Q: 3 clusters Score -1.728224e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -17282344.000000 Penalty: 5767.679199
	Iteration 19Q: 3 clusters Score -1.728234e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109912 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -17282466.000000 Penalty: 5767.679199
	Iteration 20F: 3 clusters Score -1.728247e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17282454.000000 Penalty: 5767.679199
	Iteration 21Q: 3 clusters Score -1.728245e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17282426.000000 Penalty: 5767.679199
	Iteration 22Q: 3 clusters Score -1.728243e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110834 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -17282460.000000 Penalty: 5767.679199
	Iteration 23Q: 3 clusters Score -1.728246e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110986 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17282516.000000 Penalty: 5767.679199
	Iteration 24Q: 3 clusters Score -1.728252e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -17282518.000000 Penalty: 5767.679199
	Iteration 25Q: 3 clusters Score -1.728252e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -17282540.000000 Penalty: 5767.679199
	Iteration 26Q: 3 clusters Score -1.728254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17282572.000000 Penalty: 5767.679199
	Iteration 27Q: 3 clusters Score -1.728257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -17282564.000000 Penalty: 5767.679199
	Iteration 28Q: 3 clusters Score -1.728256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17282550.000000 Penalty: 5767.679199
	Iteration 29Q: 3 clusters Score -1.728255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111374 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17282550.000000 Penalty: 5767.679199
	Iteration 30Q: 3 clusters Score -1.728255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17282542.000000 Penalty: 5767.679199
	Iteration 31Q: 3 clusters Score -1.728254e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111422 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17282540.000000 Penalty: 5767.679199
	Iteration 32Q: 3 clusters Score -1.728254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -17282560.000000 Penalty: 5767.679199
	Iteration 33Q: 3 clusters Score -1.728256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17282560.000000 Penalty: 5767.679199
	Iteration 34Q: 3 clusters Score -1.728256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -17282574.000000 Penalty: 5767.679199
	Iteration 35Q: 3 clusters Score -1.728257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111462 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -17282586.000000 Penalty: 5767.679199
	Iteration 36Q: 3 clusters Score -1.728259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17282576.000000 Penalty: 5767.679199
	Iteration 37Q: 3 clusters Score -1.728258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17282586.000000 Penalty: 5767.679199
	Iteration 38Q: 3 clusters Score -1.728259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111480 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17282588.000000 Penalty: 5767.679199
	Iteration 39Q: 3 clusters Score -1.728259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -17282590.000000 Penalty: 5767.679199
	Iteration 40F: 3 clusters Score -1.728259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111485 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17282596.000000 Penalty: 5767.679199
	Iteration 41Q: 3 clusters Score -1.72826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111487 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17282592.000000 Penalty: 5767.679199
	Iteration 42Q: 3 clusters Score -1.728259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111490 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -17282604.000000 Penalty: 5767.679199
	Iteration 43Q: 3 clusters Score -1.72826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17282604.000000 Penalty: 5767.679199
	Iteration 44Q: 3 clusters Score -1.72826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -17282608.000000 Penalty: 5767.679199
	Iteration 45Q: 3 clusters Score -1.728261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17282616.000000 Penalty: 5767.679199
	Iteration 46Q: 3 clusters Score -1.728262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -17282610.000000 Penalty: 5767.679199
	Iteration 47Q: 3 clusters Score -1.728261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17282606.000000 Penalty: 5767.679199
	Iteration 48Q: 3 clusters Score -1.728261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17282608.000000 Penalty: 5767.679199
	Iteration 49Q: 3 clusters Score -1.728261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111515 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -17282618.000000 Penalty: 5767.679199
	Iteration 50Q: 3 clusters Score -1.728262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -17282626.000000 Penalty: 5767.679199
	Iteration 51Q: 3 clusters Score -1.728263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17282618.000000 Penalty: 5767.679199
	Iteration 52Q: 3 clusters Score -1.728262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -17282626.000000 Penalty: 5767.679199
	Iteration 53Q: 3 clusters Score -1.728263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17282626.000000 Penalty: 5767.679199
	Iteration 54Q: 3 clusters Score -1.728263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17282624.000000 Penalty: 5767.679199
	Iteration 55Q: 3 clusters Score -1.728262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111537 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -17282638.000000 Penalty: 5767.679199
	Iteration 56Q: 3 clusters Score -1.728264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -17282628.000000 Penalty: 5767.679199
	Iteration 57Q: 3 clusters Score -1.728263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -17282628.000000 Penalty: 5767.679199
	Iteration 58Q: 3 clusters Score -1.728263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17282642.000000 Penalty: 5767.679199
	Iteration 59Q: 3 clusters Score -1.728264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -17282638.000000 Penalty: 5767.679199
	Iteration 60F: 3 clusters Score -1.728264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111543 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -17282634.000000 Penalty: 5767.679199
	Iteration 61Q: 3 clusters Score -1.728263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -17282650.000000 Penalty: 5767.679199
	Iteration 62Q: 3 clusters Score -1.728265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -17282648.000000 Penalty: 5767.679199
	Iteration 63Q: 3 clusters Score -1.728265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -17282648.000000 Penalty: 5767.679199
	Iteration 64F: 3 clusters Score -1.728265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -234219.984375 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -234220 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 848 members 
Entering Unmasked Estep 
Score: -231773.468750 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -231773.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -232241.937500 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -232241.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -232390.843750 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -232390.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -232466.921875 Penalty: 3715.579346
	Iteration 3Q: 3 clusters Score -232466.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -232527.875000 Penalty: 3715.579346
	Iteration 4Q: 3 clusters Score -232527.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232585.968750 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -232586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232614.671875 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -232614.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232641.234375 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -232641.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -232664.546875 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -232664.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -232683.203125 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -232683.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -232695.093750 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -232695.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -232714.937500 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -232714.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232735.218750 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -232735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232763.453125 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -232763.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -232782.218750 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -232782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -232804.484375 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -232804.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -232833.812500 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -232833.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232882.750000 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -232882.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232918.593750 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -232918.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -232951.390625 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -232951.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232982.671875 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -232982.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233011.328125 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -233011.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -233034.203125 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -233034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233055.171875 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -233055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233075.046875 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -233075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -233089.406250 Penalty: 3715.579346
	Iteration 25Q: 3 clusters Score -233089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -233108.156250 Penalty: 3715.579346
	Iteration 26Q: 3 clusters Score -233108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -233128.125000 Penalty: 3715.579346
	Iteration 27Q: 3 clusters Score -233128.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233150.453125 Penalty: 3715.579346
	Iteration 28Q: 3 clusters Score -233150.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233168.953125 Penalty: 3715.579346
	Iteration 29Q: 3 clusters Score -233169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -233185.953125 Penalty: 3715.579346
	Iteration 30Q: 3 clusters Score -233186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -233198.218750 Penalty: 3715.579346
	Iteration 31Q: 3 clusters Score -233198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -233203.265625 Penalty: 3715.579346
	Iteration 32Q: 3 clusters Score -233203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -233203.609375 Penalty: 3715.579346
	Iteration 33Q: 3 clusters Score -233203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -233203.609375 Penalty: 3715.579346
	Iteration 34F: 3 clusters Score -233203.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -22647.718750 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -22647.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21564.892578 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -21564.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21584.753906 Penalty: 2583.905029
	Iteration 1Q: 3 clusters Score -21584.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21599.289062 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -21599.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21599.289062 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -21599.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67272.640625 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67272.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65821.515625 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -65821.52 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66075.554688 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -66075.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66127.023438 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -66127.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66141.351562 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -66141.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66144.187500 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -66144.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66145.500000 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -66145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66148.187500 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -66148.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66153.593750 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -66153.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66153.593750 Penalty: 3094.208984
	Iteration 8F: 3 clusters Score -66153.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -91131.734375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -91131.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89518.906250 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -89518.91 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89776.757812 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -89776.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89880.265625 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -89880.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -89961.757812 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -89961.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -89997.054688 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -89997.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -90014.843750 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -90014.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -90055.367188 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -90055.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -90078.203125 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -90078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -90091.328125 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -90091.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -90097.437500 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -90097.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -90108.476562 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -90108.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -90118.335938 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -90118.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -90122.562500 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -90122.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -90124.101562 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -90124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -90124.101562 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -90124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -352833.250000 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -352833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -349970.843750 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -349970.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -350541.875000 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -350541.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -350673.343750 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -350673.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -350766.343750 Penalty: 3864.185303
	Iteration 3Q: 3 clusters Score -350766.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -350849.343750 Penalty: 3864.185303
	Iteration 4Q: 3 clusters Score -350849.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -350914.093750 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -350914.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350982.250000 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -350982.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -351056.281250 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -351056.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351136.187500 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -351136.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -351191.218750 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -351191.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -351236.281250 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -351236.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -351263.031250 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -351263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -351292.562500 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -351292.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -351315.843750 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -351315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -351333.437500 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -351333.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -351349.562500 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -351349.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -351366.375000 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -351366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -351382.625000 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -351382.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -351397.906250 Penalty: 3864.185303
	Iteration 18Q: 3 clusters Score -351397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -351407.031250 Penalty: 3864.185303
	Iteration 19Q: 3 clusters Score -351407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -351412.531250 Penalty: 3864.185303
	Iteration 20F: 3 clusters Score -351412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -351419.250000 Penalty: 3864.185303
	Iteration 21Q: 3 clusters Score -351419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -351429.812500 Penalty: 3864.185303
	Iteration 22Q: 3 clusters Score -351429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -351435.156250 Penalty: 3864.185303
	Iteration 23Q: 3 clusters Score -351435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -351438.968750 Penalty: 3864.185303
	Iteration 24Q: 3 clusters Score -351439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -351444.125000 Penalty: 3864.185303
	Iteration 25Q: 3 clusters Score -351444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -351447.718750 Penalty: 3864.185303
	Iteration 26Q: 3 clusters Score -351447.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -351450.031250 Penalty: 3864.185303
	Iteration 27Q: 3 clusters Score -351450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -351451.937500 Penalty: 3864.185303
	Iteration 28Q: 3 clusters Score -351451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -351452.375000 Penalty: 3864.185303
	Iteration 29Q: 3 clusters Score -351452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -351453.031250 Penalty: 3864.185303
	Iteration 30Q: 3 clusters Score -351453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -351453.125000 Penalty: 3864.185303
	Iteration 31Q: 3 clusters Score -351453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -351453.843750 Penalty: 3864.185303
	Iteration 32Q: 3 clusters Score -351453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -351453.843750 Penalty: 3864.185303
	Iteration 33F: 3 clusters Score -351453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -47036.847656 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -47036.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45698.835938 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -45698.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45792.054688 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -45792.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45826.628906 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -45826.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45842.660156 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -45842.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45847.058594 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -45847.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45847.058594 Penalty: 2880.838867
	Iteration 5F: 3 clusters Score -45847.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -25914.201172 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -25914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24725.017578 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -24725.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24858.044922 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -24858.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24938.537109 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -24938.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25014.083984 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -25014.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25030.779297 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -25030.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25057.486328 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -25057.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25106.699219 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -25106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25180.146484 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -25180.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25211.359375 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -25211.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25217.710938 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -25217.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25221.580078 Penalty: 2756.186768
	Iteration 10Q: 3 clusters Score -25221.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25221.923828 Penalty: 2756.186768
	Iteration 11F: 3 clusters Score -25221.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25226.744141 Penalty: 2756.186768
	Iteration 12Q: 3 clusters Score -25226.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25229.291016 Penalty: 2756.186768
	Iteration 13Q: 3 clusters Score -25229.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25241.412109 Penalty: 2756.186768
	Iteration 14Q: 3 clusters Score -25241.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25248.433594 Penalty: 2756.186768
	Iteration 15Q: 3 clusters Score -25248.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25251.330078 Penalty: 2756.186768
	Iteration 16Q: 3 clusters Score -25251.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25315.888672 Penalty: 2756.186768
	Iteration 17Q: 3 clusters Score -25315.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25315.888672 Penalty: 2756.186768
	Iteration 18F: 3 clusters Score -25315.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -99371.039062 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -99371.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97673.367188 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -97673.37 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98042.054688 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -98042.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98245.367188 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -98245.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98400.382812 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -98400.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98527.132812 Penalty: 3285.536377
	Iteration 4F: 3 clusters Score -98527.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98643.000000 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -98643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98745.968750 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -98745.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98819.132812 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -98819.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98939.859375 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -98939.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99069.890625 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -99069.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99156.687500 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -99156.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99208.734375 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -99208.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99236.023438 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -99236.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99278.085938 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -99278.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -99295.609375 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -99295.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99313.296875 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -99313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -99323.414062 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -99323.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99331.976562 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -99331.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99337.210938 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -99337.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99347.539062 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -99347.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99362.929688 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -99362.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99379.937500 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -99379.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99387.562500 Penalty: 3285.536377
	Iteration 22Q: 3 clusters Score -99387.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99390.187500 Penalty: 3285.536377
	Iteration 23Q: 3 clusters Score -99390.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99390.187500 Penalty: 3285.536377
	Iteration 24F: 3 clusters Score -99390.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170010 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115049 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35154 members 
Mstep: Class 25 contains 18077 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112239 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 482 members 
Mstep: Class 38 contains 2863 members 
Mstep: Class 39 contains 271 members 
Entering Unmasked Estep 
Score: -104166944.000000 Penalty: 130140.156250
Splitting cluster 37 changes total score from -104168400.000000 to -104166944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -428108.875000 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -428108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -424908.562500 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -424908.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -425568.437500 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -425568.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -425747.375000 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -425747.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -425834.656250 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -425834.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -425902.437500 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -425902.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -425952.906250 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -425952.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -425986.531250 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -425986.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -426001.750000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -426001.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426012.343750 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -426012.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -426022.656250 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -426022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -426026.781250 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -426026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -426030.937500 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -426030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -426036.375000 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -426036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -426040.500000 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -426040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -426043.750000 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -426043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -426046.750000 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -426046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -426048.593750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -426048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -426050.781250 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -426050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -426051.531250 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -426051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -426051.250000 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -426051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -426051.906250 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -426051.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -426052.593750 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -426052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -426052.593750 Penalty: 3947.974121
	Iteration 22F: 3 clusters Score -426052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 170010 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115049 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35154 members 
Mstep: Class 25 contains 18077 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40795 members 
Mstep: Class 29 contains 112239 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168368.000000 Penalty: 126803.226562
Iteration 159Q: 39 clusters Score -1.041684e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36156 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 169994 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 11349 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115050 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20907 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35154 members 
Mstep: Class 25 contains 18078 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112248 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168424.000000 Penalty: 126803.226562
Iteration 160F: 39 clusters Score -1.041684e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36157 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 169964 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4518 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 115052 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20906 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35158 members 
Mstep: Class 25 contains 18080 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112265 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 263 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168520.000000 Penalty: 126803.226562
Iteration 161Q: 39 clusters Score -1.041685e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 36159 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 169926 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 15882 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 115058 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3633 members 
Mstep: Class 21 contains 20909 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35162 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 112281 members 
Mstep: Class 30 contains 1792 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168504.000000 Penalty: 126803.226562
Iteration 162Q: 39 clusters Score -1.041685e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 36159 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 169903 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 115058 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35165 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3888 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112300 members 
Mstep: Class 30 contains 1793 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168480.000000 Penalty: 126803.226562
Iteration 163Q: 39 clusters Score -1.041685e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 169896 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15880 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 115057 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35168 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112305 members 
Mstep: Class 30 contains 1793 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 263 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 126803.226562
Iteration 164Q: 39 clusters Score -1.041686e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 169887 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 115067 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35168 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112304 members 
Mstep: Class 30 contains 1793 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168512.000000 Penalty: 126803.226562
Iteration 165Q: 39 clusters Score -1.041685e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 169879 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 115078 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35167 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3884 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112299 members 
Mstep: Class 30 contains 1794 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 261 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168616.000000 Penalty: 126803.226562
Iteration 166Q: 39 clusters Score -1.041686e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27322 members 
Mstep: Class 4 contains 169857 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 4516 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 115103 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3632 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35170 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112294 members 
Mstep: Class 30 contains 1796 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 260 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168656.000000 Penalty: 126803.226562
Iteration 167Q: 39 clusters Score -1.041687e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 169844 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 15876 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115117 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35173 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112291 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 126803.226562
Iteration 168Q: 39 clusters Score -1.041686e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 169832 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15876 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115124 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35177 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112290 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 126803.226562
Iteration 169Q: 39 clusters Score -1.041686e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 169821 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15875 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115126 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35183 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112294 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168568.000000 Penalty: 126803.226562
Iteration 170Q: 39 clusters Score -1.041686e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 169808 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115136 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20912 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35187 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112295 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168592.000000 Penalty: 126803.226562
Iteration 171Q: 39 clusters Score -1.041686e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27317 members 
Mstep: Class 4 contains 169812 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115132 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35189 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112292 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168584.000000 Penalty: 126803.226562
Iteration 172Q: 39 clusters Score -1.041686e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27317 members 
Mstep: Class 4 contains 169811 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11354 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115135 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35192 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112288 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168568.000000 Penalty: 126803.226562
Iteration 173Q: 39 clusters Score -1.041686e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27317 members 
Mstep: Class 4 contains 169807 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115143 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35197 members 
Mstep: Class 25 contains 18084 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112281 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168632.000000 Penalty: 126803.226562
Iteration 174Q: 39 clusters Score -1.041686e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 169798 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11352 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15875 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115147 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35204 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112280 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168552.000000 Penalty: 126803.226562
Iteration 175Q: 39 clusters Score -1.041686e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 169792 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115150 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35209 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112272 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 126803.226562
Iteration 176Q: 39 clusters Score -1.041685e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 169787 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115151 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 35216 members 
Mstep: Class 25 contains 18089 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112269 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2420 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168552.000000 Penalty: 126803.226562
Iteration 177Q: 39 clusters Score -1.041686e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27313 members 
Mstep: Class 4 contains 169784 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4522 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11353 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115160 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35221 members 
Mstep: Class 25 contains 18090 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112259 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168456.000000 Penalty: 126803.226562
Iteration 178Q: 39 clusters Score -1.041685e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27311 members 
Mstep: Class 4 contains 169790 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115162 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35220 members 
Mstep: Class 25 contains 18090 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112250 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168472.000000 Penalty: 126803.226562
Iteration 179Q: 39 clusters Score -1.041685e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36169 members 
Mstep: Class 3 contains 27308 members 
Mstep: Class 4 contains 169784 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 21286 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15875 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115166 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35225 members 
Mstep: Class 25 contains 18089 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112250 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 259 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168504.000000 Penalty: 126803.226562
Iteration 180F: 39 clusters Score -1.041685e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36170 members 
Mstep: Class 3 contains 27307 members 
Mstep: Class 4 contains 169776 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 21287 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11351 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15875 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115167 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35230 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112254 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 260 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168496.000000 Penalty: 126803.226562
Iteration 181Q: 39 clusters Score -1.041685e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36168 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169758 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11350 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15876 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115159 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35233 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112278 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 126803.226562
Iteration 182Q: 39 clusters Score -1.041685e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36168 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169754 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11349 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115156 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35234 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112282 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 126803.226562
Iteration 183Q: 39 clusters Score -1.041685e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169743 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115151 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20911 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35235 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112299 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 126803.226562
Iteration 184Q: 39 clusters Score -1.041686e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169744 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115149 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35236 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112299 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168640.000000 Penalty: 126803.226562
Iteration 185Q: 39 clusters Score -1.041686e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169749 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115140 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35237 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112303 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 126803.226562
Iteration 186Q: 39 clusters Score -1.041686e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169745 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15878 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115143 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35240 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112301 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168616.000000 Penalty: 126803.226562
Iteration 187Q: 39 clusters Score -1.041686e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169735 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115146 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35246 members 
Mstep: Class 25 contains 18084 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112303 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168648.000000 Penalty: 126803.226562
Iteration 188Q: 39 clusters Score -1.041686e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169730 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115142 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35247 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112311 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168576.000000 Penalty: 126803.226562
Iteration 189Q: 39 clusters Score -1.041686e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 169727 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15880 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115134 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35249 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112319 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168536.000000 Penalty: 126803.226562
Iteration 190Q: 39 clusters Score -1.041685e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 169725 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15880 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115124 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35250 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112329 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168592.000000 Penalty: 126803.226562
Iteration 191Q: 39 clusters Score -1.041686e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 169727 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115119 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35252 members 
Mstep: Class 25 contains 18084 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112331 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168600.000000 Penalty: 126803.226562
Iteration 192Q: 39 clusters Score -1.041686e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 169732 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15881 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115107 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35252 members 
Mstep: Class 25 contains 18085 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112335 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168584.000000 Penalty: 126803.226562
Iteration 193Q: 39 clusters Score -1.041686e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27306 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15880 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115102 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35253 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112332 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168680.000000 Penalty: 126803.226562
Iteration 194Q: 39 clusters Score -1.041687e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 169742 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115095 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35254 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112337 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168664.000000 Penalty: 126803.226562
Iteration 195Q: 39 clusters Score -1.041687e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27304 members 
Mstep: Class 4 contains 169741 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21289 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115084 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112347 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168720.000000 Penalty: 126803.226562
Iteration 196Q: 39 clusters Score -1.041687e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27302 members 
Mstep: Class 4 contains 169735 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21291 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115076 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112361 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168656.000000 Penalty: 126803.226562
Iteration 197Q: 39 clusters Score -1.041687e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27303 members 
Mstep: Class 4 contains 169736 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115072 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112362 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168584.000000 Penalty: 126803.226562
Iteration 198Q: 39 clusters Score -1.041686e+08 nChanged 29
Entering ConstructFrom: 
Score: -104168584.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -36199.332031 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -36199.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35144.171875 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -35144.17 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35756.460938 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -35756.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35917.980469 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -35917.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35997.726562 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -35997.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36044.300781 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -36044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36100.316406 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -36100.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36144.417969 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -36144.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36259.859375 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -36259.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36274.203125 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -36274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36284.890625 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -36284.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36322.554688 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -36322.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36330.726562 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -36330.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36343.949219 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -36343.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36347.671875 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -36347.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36355.136719 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -36355.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36377.070312 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -36377.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36420.535156 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -36420.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36447.613281 Penalty: 2912.570557
	Iteration 17Q: 3 clusters Score -36447.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36454.351562 Penalty: 2912.570557
	Iteration 18Q: 3 clusters Score -36454.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36465.339844 Penalty: 2912.570557
	Iteration 19F: 3 clusters Score -36465.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36506.925781 Penalty: 2912.570557
	Iteration 20F: 3 clusters Score -36506.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27302 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115068 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35255 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112366 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 237 members 
Entering Unmasked Estep 
Score: -104167024.000000 Penalty: 130140.156250
Splitting cluster 1 changes total score from -104168584.000000 to -104167024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Entering Unmasked Estep 
Score: -5479790.000000 Penalty: 2602.983643
	Iteration 0F: 2 clusters Score -5479790 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 17937 members 
Entering Unmasked Estep 
Score: -5455065.500000 Penalty: 5205.967285
	Iteration 0F: 3 clusters Score -5455066 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5464308.000000 Penalty: 5205.967285
	Iteration 1F: 3 clusters Score -5464308 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5465056.000000 Penalty: 5205.967285
	Iteration 2F: 3 clusters Score -5465056 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5465902.000000 Penalty: 5205.967285
	Iteration 3F: 3 clusters Score -5465902 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5466937.000000 Penalty: 5205.967285
	Iteration 4F: 3 clusters Score -5466937 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5468355.500000 Penalty: 5205.967285
	Iteration 5F: 3 clusters Score -5468356 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -5470200.500000 Penalty: 5205.967285
	Iteration 6F: 3 clusters Score -5470200 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5472425.500000 Penalty: 5205.967285
	Iteration 7F: 3 clusters Score -5472426 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5474455.000000 Penalty: 5205.967285
	Iteration 8F: 3 clusters Score -5474455 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5475901.000000 Penalty: 5205.967285
	Iteration 9Q: 3 clusters Score -5475901 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5476745.000000 Penalty: 5205.967285
	Iteration 10Q: 3 clusters Score -5476745 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5477124.500000 Penalty: 5205.967285
	Iteration 11Q: 3 clusters Score -5477124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5477295.500000 Penalty: 5205.967285
	Iteration 12Q: 3 clusters Score -5477296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5477428.000000 Penalty: 5205.967285
	Iteration 13Q: 3 clusters Score -5477428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5477510.000000 Penalty: 5205.967285
	Iteration 14Q: 3 clusters Score -5477510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5477549.500000 Penalty: 5205.967285
	Iteration 15Q: 3 clusters Score -5477550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5477584.000000 Penalty: 5205.967285
	Iteration 16Q: 3 clusters Score -5477584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5477615.000000 Penalty: 5205.967285
	Iteration 17Q: 3 clusters Score -5477615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5477616.000000 Penalty: 5205.967285
	Iteration 18Q: 3 clusters Score -5477616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5477621.000000 Penalty: 5205.967285
	Iteration 19Q: 3 clusters Score -5477621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5477631.500000 Penalty: 5205.967285
	Iteration 20F: 3 clusters Score -5477632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5477643.000000 Penalty: 5205.967285
	Iteration 21Q: 3 clusters Score -5477643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5477642.000000 Penalty: 5205.967285
	Iteration 22Q: 3 clusters Score -5477642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5477650.500000 Penalty: 5205.967285
	Iteration 23Q: 3 clusters Score -5477650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5477651.500000 Penalty: 5205.967285
	Iteration 24Q: 3 clusters Score -5477652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5477652.500000 Penalty: 5205.967285
	Iteration 25Q: 3 clusters Score -5477652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5477646.000000 Penalty: 5205.967285
	Iteration 26Q: 3 clusters Score -5477646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5477651.500000 Penalty: 5205.967285
	Iteration 27Q: 3 clusters Score -5477652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5477651.500000 Penalty: 5205.967285
	Iteration 28F: 3 clusters Score -5477652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Entering Unmasked Estep 
Score: -4135556.000000 Penalty: 2533.249268
	Iteration 0F: 2 clusters Score -4135556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4116605.000000 Penalty: 5066.498535
	Iteration 0F: 3 clusters Score -4116605 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4123373.500000 Penalty: 5066.498535
	Iteration 1F: 3 clusters Score -4123374 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4123830.750000 Penalty: 5066.498535
	Iteration 2Q: 3 clusters Score -4123831 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4124263.250000 Penalty: 5066.498535
	Iteration 3Q: 3 clusters Score -4124263 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4124792.500000 Penalty: 5066.498535
	Iteration 4Q: 3 clusters Score -4124792 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4125331.250000 Penalty: 5066.498535
	Iteration 5Q: 3 clusters Score -4125331 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4125929.250000 Penalty: 5066.498535
	Iteration 6Q: 3 clusters Score -4125929 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4126601.000000 Penalty: 5066.498535
	Iteration 7Q: 3 clusters Score -4126601 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4127418.500000 Penalty: 5066.498535
	Iteration 8F: 3 clusters Score -4127418 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4128310.500000 Penalty: 5066.498535
	Iteration 9F: 3 clusters Score -4128310 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4129254.000000 Penalty: 5066.498535
	Iteration 10F: 3 clusters Score -4129254 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4130175.000000 Penalty: 5066.498535
	Iteration 11Q: 3 clusters Score -4130175 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4130968.500000 Penalty: 5066.498535
	Iteration 12Q: 3 clusters Score -4130968 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4131648.000000 Penalty: 5066.498535
	Iteration 13Q: 3 clusters Score -4131648 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4132170.500000 Penalty: 5066.498535
	Iteration 14Q: 3 clusters Score -4132170 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4132547.250000 Penalty: 5066.498535
	Iteration 15Q: 3 clusters Score -4132547 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4132784.250000 Penalty: 5066.498535
	Iteration 16Q: 3 clusters Score -4132784 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4132949.250000 Penalty: 5066.498535
	Iteration 17Q: 3 clusters Score -4132949 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4133065.750000 Penalty: 5066.498535
	Iteration 18Q: 3 clusters Score -4133066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4133145.500000 Penalty: 5066.498535
	Iteration 19Q: 3 clusters Score -4133146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -4133209.250000 Penalty: 5066.498535
	Iteration 20F: 3 clusters Score -4133209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4133263.500000 Penalty: 5066.498535
	Iteration 21Q: 3 clusters Score -4133264 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4133297.000000 Penalty: 5066.498535
	Iteration 22Q: 3 clusters Score -4133297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4133332.250000 Penalty: 5066.498535
	Iteration 23Q: 3 clusters Score -4133332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4133350.750000 Penalty: 5066.498535
	Iteration 24Q: 3 clusters Score -4133351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4133380.250000 Penalty: 5066.498535
	Iteration 25Q: 3 clusters Score -4133380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -4133396.750000 Penalty: 5066.498535
	Iteration 26Q: 3 clusters Score -4133397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4133414.500000 Penalty: 5066.498535
	Iteration 27Q: 3 clusters Score -4133414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -4133431.750000 Penalty: 5066.498535
	Iteration 28Q: 3 clusters Score -4133432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4133442.250000 Penalty: 5066.498535
	Iteration 29Q: 3 clusters Score -4133442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4133456.500000 Penalty: 5066.498535
	Iteration 30Q: 3 clusters Score -4133456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4133466.250000 Penalty: 5066.498535
	Iteration 31Q: 3 clusters Score -4133466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4133476.250000 Penalty: 5066.498535
	Iteration 32Q: 3 clusters Score -4133476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4133486.750000 Penalty: 5066.498535
	Iteration 33Q: 3 clusters Score -4133487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4133479.500000 Penalty: 5066.498535
	Iteration 34Q: 3 clusters Score -4133480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -4133487.750000 Penalty: 5066.498535
	Iteration 35Q: 3 clusters Score -4133488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4133491.750000 Penalty: 5066.498535
	Iteration 36Q: 3 clusters Score -4133492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4133495.250000 Penalty: 5066.498535
	Iteration 37Q: 3 clusters Score -4133495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4133509.000000 Penalty: 5066.498535
	Iteration 38Q: 3 clusters Score -4133509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4133513.500000 Penalty: 5066.498535
	Iteration 39Q: 3 clusters Score -4133514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4133521.500000 Penalty: 5066.498535
	Iteration 40F: 3 clusters Score -4133522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4133528.250000 Penalty: 5066.498535
	Iteration 41Q: 3 clusters Score -4133528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4133526.750000 Penalty: 5066.498535
	Iteration 42Q: 3 clusters Score -4133527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4133529.750000 Penalty: 5066.498535
	Iteration 43Q: 3 clusters Score -4133530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -4133527.750000 Penalty: 5066.498535
	Iteration 44Q: 3 clusters Score -4133528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -4133527.750000 Penalty: 5066.498535
	Iteration 45F: 3 clusters Score -4133528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169738 members 
Entering Unmasked Estep 
Score: -26080240.000000 Penalty: 2986.418701
	Iteration 0F: 2 clusters Score -2.608024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -25975504.000000 Penalty: 5972.837402
	Iteration 0F: 3 clusters Score -2.59755e+07 nChanged 81556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -26022318.000000 Penalty: 5972.837402
	Iteration 1F: 3 clusters Score -2.602232e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -26022932.000000 Penalty: 5972.837402
	Iteration 2Q: 3 clusters Score -2.602293e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -26023712.000000 Penalty: 5972.837402
	Iteration 3Q: 3 clusters Score -2.602371e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -26024484.000000 Penalty: 5972.837402
	Iteration 4Q: 3 clusters Score -2.602448e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -26025574.000000 Penalty: 5972.837402
	Iteration 5Q: 3 clusters Score -2.602557e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -26027752.000000 Penalty: 5972.837402
	Iteration 6Q: 3 clusters Score -2.602775e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101128 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -26030538.000000 Penalty: 5972.837402
	Iteration 7Q: 3 clusters Score -2.603054e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -26035184.000000 Penalty: 5972.837402
	Iteration 8F: 3 clusters Score -2.603518e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -26041600.000000 Penalty: 5972.837402
	Iteration 9F: 3 clusters Score -2.60416e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127198 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -26049310.000000 Penalty: 5972.837402
	Iteration 10F: 3 clusters Score -2.604931e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135210 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -26056274.000000 Penalty: 5972.837402
	Iteration 11F: 3 clusters Score -2.605627e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140966 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -26061352.000000 Penalty: 5972.837402
	Iteration 12Q: 3 clusters Score -2.606135e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -26064984.000000 Penalty: 5972.837402
	Iteration 13Q: 3 clusters Score -2.606498e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -26066724.000000 Penalty: 5972.837402
	Iteration 14Q: 3 clusters Score -2.606672e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148759 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -26067818.000000 Penalty: 5972.837402
	Iteration 15Q: 3 clusters Score -2.606782e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -26068712.000000 Penalty: 5972.837402
	Iteration 16Q: 3 clusters Score -2.606871e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151708 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -26069230.000000 Penalty: 5972.837402
	Iteration 17Q: 3 clusters Score -2.606923e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -26069984.000000 Penalty: 5972.837402
	Iteration 18Q: 3 clusters Score -2.606998e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -26070384.000000 Penalty: 5972.837402
	Iteration 19Q: 3 clusters Score -2.607038e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -26070780.000000 Penalty: 5972.837402
	Iteration 20F: 3 clusters Score -2.607078e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156110 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -26071152.000000 Penalty: 5972.837402
	Iteration 21Q: 3 clusters Score -2.607115e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157020 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -26071712.000000 Penalty: 5972.837402
	Iteration 22Q: 3 clusters Score -2.607171e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -26072086.000000 Penalty: 5972.837402
	Iteration 23Q: 3 clusters Score -2.607209e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -26072552.000000 Penalty: 5972.837402
	Iteration 24Q: 3 clusters Score -2.607255e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -26072942.000000 Penalty: 5972.837402
	Iteration 25Q: 3 clusters Score -2.607294e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -26073366.000000 Penalty: 5972.837402
	Iteration 26Q: 3 clusters Score -2.607337e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -26073616.000000 Penalty: 5972.837402
	Iteration 27Q: 3 clusters Score -2.607362e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -26073940.000000 Penalty: 5972.837402
	Iteration 28Q: 3 clusters Score -2.607394e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161889 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -26074196.000000 Penalty: 5972.837402
	Iteration 29Q: 3 clusters Score -2.60742e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -26074500.000000 Penalty: 5972.837402
	Iteration 30Q: 3 clusters Score -2.60745e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162848 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -26074690.000000 Penalty: 5972.837402
	Iteration 31Q: 3 clusters Score -2.607469e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -26074976.000000 Penalty: 5972.837402
	Iteration 32Q: 3 clusters Score -2.607498e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -26075258.000000 Penalty: 5972.837402
	Iteration 33Q: 3 clusters Score -2.607526e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -26075408.000000 Penalty: 5972.837402
	Iteration 34Q: 3 clusters Score -2.607541e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164399 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -26075664.000000 Penalty: 5972.837402
	Iteration 35Q: 3 clusters Score -2.607566e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164691 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -26075790.000000 Penalty: 5972.837402
	Iteration 36Q: 3 clusters Score -2.607579e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -26076002.000000 Penalty: 5972.837402
	Iteration 37Q: 3 clusters Score -2.6076e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165223 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -26076090.000000 Penalty: 5972.837402
	Iteration 38Q: 3 clusters Score -2.607609e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -26076202.000000 Penalty: 5972.837402
	Iteration 39Q: 3 clusters Score -2.60762e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -26076286.000000 Penalty: 5972.837402
	Iteration 40F: 3 clusters Score -2.607629e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165784 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -26076424.000000 Penalty: 5972.837402
	Iteration 41Q: 3 clusters Score -2.607642e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165912 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -26076442.000000 Penalty: 5972.837402
	Iteration 42Q: 3 clusters Score -2.607644e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166041 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -26076568.000000 Penalty: 5972.837402
	Iteration 43Q: 3 clusters Score -2.607657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -26076606.000000 Penalty: 5972.837402
	Iteration 44Q: 3 clusters Score -2.607661e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166297 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -26076606.000000 Penalty: 5972.837402
	Iteration 45Q: 3 clusters Score -2.607661e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -26076686.000000 Penalty: 5972.837402
	Iteration 46Q: 3 clusters Score -2.607669e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -26076744.000000 Penalty: 5972.837402
	Iteration 47Q: 3 clusters Score -2.607674e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -26076790.000000 Penalty: 5972.837402
	Iteration 48Q: 3 clusters Score -2.607679e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166678 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -26076860.000000 Penalty: 5972.837402
	Iteration 49Q: 3 clusters Score -2.607686e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -26076906.000000 Penalty: 5972.837402
	Iteration 50Q: 3 clusters Score -2.607691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -26076948.000000 Penalty: 5972.837402
	Iteration 51Q: 3 clusters Score -2.607695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -26077006.000000 Penalty: 5972.837402
	Iteration 52Q: 3 clusters Score -2.607701e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -26077066.000000 Penalty: 5972.837402
	Iteration 53Q: 3 clusters Score -2.607707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -26077076.000000 Penalty: 5972.837402
	Iteration 54Q: 3 clusters Score -2.607708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -26077128.000000 Penalty: 5972.837402
	Iteration 55Q: 3 clusters Score -2.607713e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166981 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -26077124.000000 Penalty: 5972.837402
	Iteration 56Q: 3 clusters Score -2.607712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -26077158.000000 Penalty: 5972.837402
	Iteration 57Q: 3 clusters Score -2.607716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -26077182.000000 Penalty: 5972.837402
	Iteration 58Q: 3 clusters Score -2.607718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -26077216.000000 Penalty: 5972.837402
	Iteration 59Q: 3 clusters Score -2.607722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -26077240.000000 Penalty: 5972.837402
	Iteration 60F: 3 clusters Score -2.607724e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -26077318.000000 Penalty: 5972.837402
	Iteration 61Q: 3 clusters Score -2.607732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -26077322.000000 Penalty: 5972.837402
	Iteration 62Q: 3 clusters Score -2.607732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167174 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -26077374.000000 Penalty: 5972.837402
	Iteration 63Q: 3 clusters Score -2.607737e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -26077404.000000 Penalty: 5972.837402
	Iteration 64Q: 3 clusters Score -2.60774e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -26077434.000000 Penalty: 5972.837402
	Iteration 65Q: 3 clusters Score -2.607743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -26077440.000000 Penalty: 5972.837402
	Iteration 66Q: 3 clusters Score -2.607744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167231 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -26077462.000000 Penalty: 5972.837402
	Iteration 67Q: 3 clusters Score -2.607746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -26077490.000000 Penalty: 5972.837402
	Iteration 68Q: 3 clusters Score -2.607749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -26077492.000000 Penalty: 5972.837402
	Iteration 69Q: 3 clusters Score -2.607749e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -26077478.000000 Penalty: 5972.837402
	Iteration 70Q: 3 clusters Score -2.607748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -26077484.000000 Penalty: 5972.837402
	Iteration 71Q: 3 clusters Score -2.607748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -26077478.000000 Penalty: 5972.837402
	Iteration 72Q: 3 clusters Score -2.607748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -26077512.000000 Penalty: 5972.837402
	Iteration 73Q: 3 clusters Score -2.607751e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -26077526.000000 Penalty: 5972.837402
	Iteration 74Q: 3 clusters Score -2.607753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -26077512.000000 Penalty: 5972.837402
	Iteration 75Q: 3 clusters Score -2.607751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -26077522.000000 Penalty: 5972.837402
	Iteration 76Q: 3 clusters Score -2.607752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167346 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -26077524.000000 Penalty: 5972.837402
	Iteration 77Q: 3 clusters Score -2.607752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -26077534.000000 Penalty: 5972.837402
	Iteration 78Q: 3 clusters Score -2.607753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167357 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -26077546.000000 Penalty: 5972.837402
	Iteration 79Q: 3 clusters Score -2.607755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -26077554.000000 Penalty: 5972.837402
	Iteration 80F: 3 clusters Score -2.607755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -26077562.000000 Penalty: 5972.837402
	Iteration 81Q: 3 clusters Score -2.607756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26077592.000000 Penalty: 5972.837402
	Iteration 82Q: 3 clusters Score -2.607759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26077586.000000 Penalty: 5972.837402
	Iteration 83Q: 3 clusters Score -2.607759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26077606.000000 Penalty: 5972.837402
	Iteration 84Q: 3 clusters Score -2.607761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -26077606.000000 Penalty: 5972.837402
	Iteration 85Q: 3 clusters Score -2.607761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -26077608.000000 Penalty: 5972.837402
	Iteration 86Q: 3 clusters Score -2.607761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -26077628.000000 Penalty: 5972.837402
	Iteration 87Q: 3 clusters Score -2.607763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -26077638.000000 Penalty: 5972.837402
	Iteration 88Q: 3 clusters Score -2.607764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -26077630.000000 Penalty: 5972.837402
	Iteration 89Q: 3 clusters Score -2.607763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -26077658.000000 Penalty: 5972.837402
	Iteration 90Q: 3 clusters Score -2.607766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -26077662.000000 Penalty: 5972.837402
	Iteration 91Q: 3 clusters Score -2.607766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -26077646.000000 Penalty: 5972.837402
	Iteration 92Q: 3 clusters Score -2.607765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -26077666.000000 Penalty: 5972.837402
	Iteration 93Q: 3 clusters Score -2.607767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -26077660.000000 Penalty: 5972.837402
	Iteration 94Q: 3 clusters Score -2.607766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26077676.000000 Penalty: 5972.837402
	Iteration 95Q: 3 clusters Score -2.607768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -26077676.000000 Penalty: 5972.837402
	Iteration 96Q: 3 clusters Score -2.607768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 5972.837402
	Iteration 97Q: 3 clusters Score -2.607765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077670.000000 Penalty: 5972.837402
	Iteration 98Q: 3 clusters Score -2.607767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077672.000000 Penalty: 5972.837402
	Iteration 99Q: 3 clusters Score -2.607767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -26077658.000000 Penalty: 5972.837402
	Iteration 100F: 3 clusters Score -2.607766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -26077676.000000 Penalty: 5972.837402
	Iteration 101Q: 3 clusters Score -2.607768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077660.000000 Penalty: 5972.837402
	Iteration 102Q: 3 clusters Score -2.607766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -26077644.000000 Penalty: 5972.837402
	Iteration 103Q: 3 clusters Score -2.607764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077662.000000 Penalty: 5972.837402
	Iteration 104Q: 3 clusters Score -2.607766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 5972.837402
	Iteration 105Q: 3 clusters Score -2.607765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077664.000000 Penalty: 5972.837402
	Iteration 106Q: 3 clusters Score -2.607766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26077660.000000 Penalty: 5972.837402
	Iteration 107Q: 3 clusters Score -2.607766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26077656.000000 Penalty: 5972.837402
	Iteration 108Q: 3 clusters Score -2.607766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -26077664.000000 Penalty: 5972.837402
	Iteration 109Q: 3 clusters Score -2.607766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -26077676.000000 Penalty: 5972.837402
	Iteration 110Q: 3 clusters Score -2.607768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26077670.000000 Penalty: 5972.837402
	Iteration 111Q: 3 clusters Score -2.607767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -26077676.000000 Penalty: 5972.837402
	Iteration 112Q: 3 clusters Score -2.607768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 5972.837402
	Iteration 113Q: 3 clusters Score -2.607765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -26077648.000000 Penalty: 5972.837402
	Iteration 114Q: 3 clusters Score -2.607765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 5972.837402
	Iteration 115Q: 3 clusters Score -2.607765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -26077652.000000 Penalty: 5972.837402
	Iteration 116F: 3 clusters Score -2.607765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -2367916.250000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -2367916 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 7786 members 
Entering Unmasked Estep 
Score: -2356787.500000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -2356788 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2360398.250000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -2360398 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2360781.000000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -2360781 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2361092.250000 Penalty: 4787.077148
	Iteration 3Q: 3 clusters Score -2361092 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2361444.000000 Penalty: 4787.077148
	Iteration 4Q: 3 clusters Score -2361444 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2361883.500000 Penalty: 4787.077148
	Iteration 5Q: 3 clusters Score -2361884 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2362413.750000 Penalty: 4787.077148
	Iteration 6F: 3 clusters Score -2362414 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2363087.000000 Penalty: 4787.077148
	Iteration 7F: 3 clusters Score -2363087 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2363869.500000 Penalty: 4787.077148
	Iteration 8F: 3 clusters Score -2363870 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2364680.000000 Penalty: 4787.077148
	Iteration 9F: 3 clusters Score -2364680 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2365317.250000 Penalty: 4787.077148
	Iteration 10F: 3 clusters Score -2365317 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2365764.250000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -2365764 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2366008.500000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -2366008 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2366159.000000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -2366159 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2366233.750000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -2366234 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2366315.000000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -2366315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2366363.750000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -2366364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2366406.500000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -2366406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2366436.750000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -2366437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2366470.250000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -2366470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2366500.750000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -2366501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2366543.750000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -2366544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2366595.500000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -2366596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2366635.750000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -2366636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2366685.000000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -2366685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2366734.250000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -2366734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2366781.250000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -2366781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2366835.750000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -2366836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2366900.250000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -2366900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2367006.500000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -2367006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2367091.250000 Penalty: 4787.077148
	Iteration 30Q: 3 clusters Score -2367091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2367150.750000 Penalty: 4787.077148
	Iteration 31Q: 3 clusters Score -2367151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2367186.500000 Penalty: 4787.077148
	Iteration 32Q: 3 clusters Score -2367186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2367204.500000 Penalty: 4787.077148
	Iteration 33Q: 3 clusters Score -2367204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2367213.750000 Penalty: 4787.077148
	Iteration 34Q: 3 clusters Score -2367214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2367217.000000 Penalty: 4787.077148
	Iteration 35Q: 3 clusters Score -2367217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2367225.750000 Penalty: 4787.077148
	Iteration 36Q: 3 clusters Score -2367226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2367226.250000 Penalty: 4787.077148
	Iteration 37Q: 3 clusters Score -2367226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2367231.500000 Penalty: 4787.077148
	Iteration 38Q: 3 clusters Score -2367232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2367234.250000 Penalty: 4787.077148
	Iteration 39Q: 3 clusters Score -2367234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2367233.000000 Penalty: 4787.077148
	Iteration 40F: 3 clusters Score -2367233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2367234.500000 Penalty: 4787.077148
	Iteration 41Q: 3 clusters Score -2367234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2367236.000000 Penalty: 4787.077148
	Iteration 42Q: 3 clusters Score -2367236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2367236.500000 Penalty: 4787.077148
	Iteration 43Q: 3 clusters Score -2367236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2367236.500000 Penalty: 4787.077148
	Iteration 44F: 3 clusters Score -2367236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -658652.875000 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -658652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -654403.187500 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -654403.2 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -655370.375000 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -655370.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -655569.500000 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -655569.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -655673.062500 Penalty: 4175.236328
	Iteration 3Q: 3 clusters Score -655673.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -655746.562500 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -655746.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -655796.062500 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -655796.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -655839.125000 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -655839.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -655873.375000 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -655873.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -655903.250000 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -655903.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -655927.500000 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -655927.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -655947.875000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -655947.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -655965.375000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -655965.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -655981.437500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -655981.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -655995.750000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -655995.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -656006.312500 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -656006.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -656014.562500 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -656014.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -656021.062500 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -656021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -656023.812500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -656023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -656025.375000 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -656025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -656027.687500 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -656027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -656028.937500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -656028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -656028.250000 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -656028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -656030.750000 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -656030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -656030.750000 Penalty: 4175.236328
	Iteration 23F: 3 clusters Score -656030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Entering Unmasked Estep 
Score: -3200159.500000 Penalty: 2471.589355
	Iteration 0F: 2 clusters Score -3200160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3185126.000000 Penalty: 4943.178711
	Iteration 0F: 3 clusters Score -3185126 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3190222.500000 Penalty: 4943.178711
	Iteration 1F: 3 clusters Score -3190222 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3190736.750000 Penalty: 4943.178711
	Iteration 2F: 3 clusters Score -3190737 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3191436.500000 Penalty: 4943.178711
	Iteration 3F: 3 clusters Score -3191436 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3192571.750000 Penalty: 4943.178711
	Iteration 4F: 3 clusters Score -3192572 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3193765.250000 Penalty: 4943.178711
	Iteration 5F: 3 clusters Score -3193765 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3194772.250000 Penalty: 4943.178711
	Iteration 6F: 3 clusters Score -3194772 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3195726.250000 Penalty: 4943.178711
	Iteration 7F: 3 clusters Score -3195726 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3196640.750000 Penalty: 4943.178711
	Iteration 8F: 3 clusters Score -3196641 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3197506.500000 Penalty: 4943.178711
	Iteration 9Q: 3 clusters Score -3197506 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3198056.000000 Penalty: 4943.178711
	Iteration 10Q: 3 clusters Score -3198056 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3198402.750000 Penalty: 4943.178711
	Iteration 11Q: 3 clusters Score -3198403 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3198634.000000 Penalty: 4943.178711
	Iteration 12Q: 3 clusters Score -3198634 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3198795.250000 Penalty: 4943.178711
	Iteration 13Q: 3 clusters Score -3198795 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3198914.750000 Penalty: 4943.178711
	Iteration 14Q: 3 clusters Score -3198915 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3199037.750000 Penalty: 4943.178711
	Iteration 15Q: 3 clusters Score -3199038 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3199139.250000 Penalty: 4943.178711
	Iteration 16Q: 3 clusters Score -3199139 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3199217.500000 Penalty: 4943.178711
	Iteration 17Q: 3 clusters Score -3199218 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3199298.000000 Penalty: 4943.178711
	Iteration 18Q: 3 clusters Score -3199298 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3199369.250000 Penalty: 4943.178711
	Iteration 19Q: 3 clusters Score -3199369 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3199422.000000 Penalty: 4943.178711
	Iteration 20F: 3 clusters Score -3199422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3199454.750000 Penalty: 4943.178711
	Iteration 21Q: 3 clusters Score -3199455 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3199477.500000 Penalty: 4943.178711
	Iteration 22Q: 3 clusters Score -3199478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3199485.750000 Penalty: 4943.178711
	Iteration 23Q: 3 clusters Score -3199486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3199484.500000 Penalty: 4943.178711
	Iteration 24Q: 3 clusters Score -3199484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3199491.750000 Penalty: 4943.178711
	Iteration 25Q: 3 clusters Score -3199492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3199502.500000 Penalty: 4943.178711
	Iteration 26Q: 3 clusters Score -3199502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3199497.250000 Penalty: 4943.178711
	Iteration 27Q: 3 clusters Score -3199497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3199510.750000 Penalty: 4943.178711
	Iteration 28Q: 3 clusters Score -3199511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3199510.000000 Penalty: 4943.178711
	Iteration 29Q: 3 clusters Score -3199510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3199514.250000 Penalty: 4943.178711
	Iteration 30Q: 3 clusters Score -3199514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3199517.750000 Penalty: 4943.178711
	Iteration 31Q: 3 clusters Score -3199518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3199527.000000 Penalty: 4943.178711
	Iteration 32Q: 3 clusters Score -3199527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3199535.500000 Penalty: 4943.178711
	Iteration 33Q: 3 clusters Score -3199536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3199541.750000 Penalty: 4943.178711
	Iteration 34Q: 3 clusters Score -3199542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3199535.500000 Penalty: 4943.178711
	Iteration 35Q: 3 clusters Score -3199536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3199532.000000 Penalty: 4943.178711
	Iteration 36Q: 3 clusters Score -3199532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3199535.250000 Penalty: 4943.178711
	Iteration 37Q: 3 clusters Score -3199535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3199533.500000 Penalty: 4943.178711
	Iteration 38Q: 3 clusters Score -3199534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3199535.250000 Penalty: 4943.178711
	Iteration 39Q: 3 clusters Score -3199535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3199539.000000 Penalty: 4943.178711
	Iteration 40F: 3 clusters Score -3199539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3199537.000000 Penalty: 4943.178711
	Iteration 41Q: 3 clusters Score -3199537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3199538.750000 Penalty: 4943.178711
	Iteration 42Q: 3 clusters Score -3199539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3199539.250000 Penalty: 4943.178711
	Iteration 43Q: 3 clusters Score -3199539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3199541.000000 Penalty: 4943.178711
	Iteration 44Q: 3 clusters Score -3199541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3199538.750000 Penalty: 4943.178711
	Iteration 45Q: 3 clusters Score -3199539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3199539.250000 Penalty: 4943.178711
	Iteration 46Q: 3 clusters Score -3199539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3199539.500000 Penalty: 4943.178711
	Iteration 47Q: 3 clusters Score -3199540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3199540.500000 Penalty: 4943.178711
	Iteration 48Q: 3 clusters Score -3199540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3199538.500000 Penalty: 4943.178711
	Iteration 49Q: 3 clusters Score -3199538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3199538.000000 Penalty: 4943.178711
	Iteration 50Q: 3 clusters Score -3199538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -3199545.750000 Penalty: 4943.178711
	Iteration 51Q: 3 clusters Score -3199546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3199541.000000 Penalty: 4943.178711
	Iteration 52Q: 3 clusters Score -3199541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3199546.500000 Penalty: 4943.178711
	Iteration 53Q: 3 clusters Score -3199546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3199541.750000 Penalty: 4943.178711
	Iteration 54Q: 3 clusters Score -3199542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3199542.500000 Penalty: 4943.178711
	Iteration 55Q: 3 clusters Score -3199542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3199547.500000 Penalty: 4943.178711
	Iteration 56Q: 3 clusters Score -3199548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3199542.500000 Penalty: 4943.178711
	Iteration 57Q: 3 clusters Score -3199542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3199548.500000 Penalty: 4943.178711
	Iteration 58Q: 3 clusters Score -3199548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3199546.250000 Penalty: 4943.178711
	Iteration 59Q: 3 clusters Score -3199546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3199544.250000 Penalty: 4943.178711
	Iteration 60F: 3 clusters Score -3199544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3199549.500000 Penalty: 4943.178711
	Iteration 61Q: 3 clusters Score -3199550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3199552.250000 Penalty: 4943.178711
	Iteration 62Q: 3 clusters Score -3199552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3199547.500000 Penalty: 4943.178711
	Iteration 63Q: 3 clusters Score -3199548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3199545.750000 Penalty: 4943.178711
	Iteration 64Q: 3 clusters Score -3199546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3199544.750000 Penalty: 4943.178711
	Iteration 65Q: 3 clusters Score -3199545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3199545.000000 Penalty: 4943.178711
	Iteration 66Q: 3 clusters Score -3199545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3199546.250000 Penalty: 4943.178711
	Iteration 67Q: 3 clusters Score -3199546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3199546.250000 Penalty: 4943.178711
	Iteration 68Q: 3 clusters Score -3199546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3199546.000000 Penalty: 4943.178711
	Iteration 69Q: 3 clusters Score -3199546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3199546.250000 Penalty: 4943.178711
	Iteration 70Q: 3 clusters Score -3199546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3199546.000000 Penalty: 4943.178711
	Iteration 71Q: 3 clusters Score -3199546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3199548.000000 Penalty: 4943.178711
	Iteration 72Q: 3 clusters Score -3199548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3199545.000000 Penalty: 4943.178711
	Iteration 73Q: 3 clusters Score -3199545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3199547.500000 Penalty: 4943.178711
	Iteration 74Q: 3 clusters Score -3199548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3199552.250000 Penalty: 4943.178711
	Iteration 75Q: 3 clusters Score -3199552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3199546.500000 Penalty: 4943.178711
	Iteration 76Q: 3 clusters Score -3199546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3199545.000000 Penalty: 4943.178711
	Iteration 77Q: 3 clusters Score -3199545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3199550.750000 Penalty: 4943.178711
	Iteration 78Q: 3 clusters Score -3199551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3199551.000000 Penalty: 4943.178711
	Iteration 79Q: 3 clusters Score -3199551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3199550.500000 Penalty: 4943.178711
	Iteration 80F: 3 clusters Score -3199550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3199550.250000 Penalty: 4943.178711
	Iteration 81Q: 3 clusters Score -3199550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3199549.000000 Penalty: 4943.178711
	Iteration 82Q: 3 clusters Score -3199549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3199547.000000 Penalty: 4943.178711
	Iteration 83Q: 3 clusters Score -3199547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3199554.750000 Penalty: 4943.178711
	Iteration 84Q: 3 clusters Score -3199555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3199555.000000 Penalty: 4943.178711
	Iteration 85Q: 3 clusters Score -3199555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3199551.500000 Penalty: 4943.178711
	Iteration 86Q: 3 clusters Score -3199552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3199553.000000 Penalty: 4943.178711
	Iteration 87Q: 3 clusters Score -3199553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3199551.000000 Penalty: 4943.178711
	Iteration 88Q: 3 clusters Score -3199551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3199553.750000 Penalty: 4943.178711
	Iteration 89Q: 3 clusters Score -3199554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3199550.500000 Penalty: 4943.178711
	Iteration 90Q: 3 clusters Score -3199550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3199547.500000 Penalty: 4943.178711
	Iteration 91Q: 3 clusters Score -3199548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3199547.500000 Penalty: 4943.178711
	Iteration 92F: 3 clusters Score -3199548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -118722.960938 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -118723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116906.710938 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -116906.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117223.203125 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -117223.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117422.250000 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -117422.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -117680.234375 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -117680.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117977.437500 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -117977.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118296.078125 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -118296.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118491.703125 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -118491.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118587.015625 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -118587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118653.632812 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -118653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118671.781250 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -118671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118680.898438 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -118680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118685.218750 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -118685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118687.867188 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -118687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118687.867188 Penalty: 3361.712646
	Iteration 13F: 3 clusters Score -118687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -72767.187500 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -72767.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71231.539062 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -71231.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71441.054688 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -71441.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71508.757812 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -71508.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71526.515625 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -71526.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71532.312500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -71532.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71535.101562 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -71535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71538.468750 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -71538.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71538.468750 Penalty: 3089.341309
	Iteration 7F: 3 clusters Score -71538.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15751.564453 Penalty: 1229.045166
	Iteration 0F: 2 clusters Score -15751.56 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 82 members 
Entering Unmasked Estep 
Score: -14843.760742 Penalty: 2458.090332
	Iteration 0F: 3 clusters Score -14843.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14850.659180 Penalty: 2458.090332
	Iteration 1Q: 3 clusters Score -14850.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14850.659180 Penalty: 2458.090332
	Iteration 2F: 3 clusters Score -14850.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -291857.812500 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -291857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -289255.781250 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -289255.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289936.250000 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -289936.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290314.843750 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -290314.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290651.093750 Penalty: 3790.929688
	Iteration 3F: 3 clusters Score -290651.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -290909.031250 Penalty: 3790.929688
	Iteration 4F: 3 clusters Score -290909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -291047.687500 Penalty: 3790.929688
	Iteration 5Q: 3 clusters Score -291047.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291110.843750 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -291110.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -291142.843750 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -291142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -291169.750000 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -291169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -291190.312500 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -291190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291207.562500 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -291207.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -291222.437500 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -291222.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -291239.343750 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -291239.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291260.250000 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -291260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -291267.843750 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -291267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -291275.343750 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -291275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291278.718750 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -291278.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -291280.062500 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -291280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -291280.750000 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -291280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -291280.750000 Penalty: 3790.929688
	Iteration 19F: 3 clusters Score -291280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -460628.750000 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -460628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -457299.687500 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -457299.7 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -457942.562500 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -457942.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -458108.062500 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -458108.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -458197.906250 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -458197.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -458254.312500 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -458254.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -458313.406250 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -458313.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -458362.156250 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -458362.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -458421.531250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -458421.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -458480.562500 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -458480.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -458542.875000 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -458542.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -458593.375000 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -458593.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -458641.718750 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -458641.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -458698.937500 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -458698.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -458752.406250 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -458752.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -458794.968750 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -458795 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -458856.531250 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -458856.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -458917.687500 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -458917.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -458961.906250 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -458961.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -459003.875000 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -459003.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -459042.562500 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -459042.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -459073.687500 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -459073.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -459087.781250 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -459087.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -459094.656250 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -459094.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -459098.000000 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -459098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -459102.937500 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -459102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -459109.062500 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -459109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -459114.281250 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -459114.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -459121.562500 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -459121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -459126.218750 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -459126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459129.125000 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -459129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -459130.343750 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -459130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -459132.937500 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -459132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -459134.531250 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -459134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -459137.218750 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -459137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -459141.093750 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -459141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -459142.343750 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -459142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -459143.187500 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -459143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -459143.156250 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -459143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459143.218750 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -459143.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -459143.218750 Penalty: 3989.498047
	Iteration 39F: 3 clusters Score -459143.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Entering Unmasked Estep 
Score: -1712122.125000 Penalty: 2315.503906
	Iteration 0F: 2 clusters Score -1712122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1703603.000000 Penalty: 4631.007812
	Iteration 0F: 3 clusters Score -1703603 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1706120.000000 Penalty: 4631.007812
	Iteration 1F: 3 clusters Score -1706120 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1706456.375000 Penalty: 4631.007812
	Iteration 2F: 3 clusters Score -1706456 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1706714.375000 Penalty: 4631.007812
	Iteration 3F: 3 clusters Score -1706714 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1706931.750000 Penalty: 4631.007812
	Iteration 4Q: 3 clusters Score -1706932 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1707149.000000 Penalty: 4631.007812
	Iteration 5Q: 3 clusters Score -1707149 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1707405.500000 Penalty: 4631.007812
	Iteration 6Q: 3 clusters Score -1707406 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1707707.000000 Penalty: 4631.007812
	Iteration 7Q: 3 clusters Score -1707707 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1708012.500000 Penalty: 4631.007812
	Iteration 8Q: 3 clusters Score -1708012 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1708318.375000 Penalty: 4631.007812
	Iteration 9Q: 3 clusters Score -1708318 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1708600.500000 Penalty: 4631.007812
	Iteration 10Q: 3 clusters Score -1708600 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1708877.625000 Penalty: 4631.007812
	Iteration 11Q: 3 clusters Score -1708878 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1709082.500000 Penalty: 4631.007812
	Iteration 12Q: 3 clusters Score -1709082 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1709228.875000 Penalty: 4631.007812
	Iteration 13Q: 3 clusters Score -1709229 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1709354.625000 Penalty: 4631.007812
	Iteration 14Q: 3 clusters Score -1709355 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1709449.875000 Penalty: 4631.007812
	Iteration 15Q: 3 clusters Score -1709450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1709526.500000 Penalty: 4631.007812
	Iteration 16Q: 3 clusters Score -1709526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1709584.250000 Penalty: 4631.007812
	Iteration 17Q: 3 clusters Score -1709584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1709623.875000 Penalty: 4631.007812
	Iteration 18Q: 3 clusters Score -1709624 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1709650.250000 Penalty: 4631.007812
	Iteration 19Q: 3 clusters Score -1709650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1709683.625000 Penalty: 4631.007812
	Iteration 20F: 3 clusters Score -1709684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1709705.625000 Penalty: 4631.007812
	Iteration 21Q: 3 clusters Score -1709706 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1709718.625000 Penalty: 4631.007812
	Iteration 22Q: 3 clusters Score -1709719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1709735.000000 Penalty: 4631.007812
	Iteration 23Q: 3 clusters Score -1709735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1709739.375000 Penalty: 4631.007812
	Iteration 24Q: 3 clusters Score -1709739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1709741.750000 Penalty: 4631.007812
	Iteration 25Q: 3 clusters Score -1709742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1709753.500000 Penalty: 4631.007812
	Iteration 26Q: 3 clusters Score -1709754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1709759.125000 Penalty: 4631.007812
	Iteration 27Q: 3 clusters Score -1709759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1709758.875000 Penalty: 4631.007812
	Iteration 28Q: 3 clusters Score -1709759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1709766.125000 Penalty: 4631.007812
	Iteration 29Q: 3 clusters Score -1709766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1709767.875000 Penalty: 4631.007812
	Iteration 30Q: 3 clusters Score -1709768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1709773.625000 Penalty: 4631.007812
	Iteration 31Q: 3 clusters Score -1709774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1709771.750000 Penalty: 4631.007812
	Iteration 32Q: 3 clusters Score -1709772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1709775.875000 Penalty: 4631.007812
	Iteration 33Q: 3 clusters Score -1709776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1709775.250000 Penalty: 4631.007812
	Iteration 34Q: 3 clusters Score -1709775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1709779.500000 Penalty: 4631.007812
	Iteration 35Q: 3 clusters Score -1709780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1709779.250000 Penalty: 4631.007812
	Iteration 36Q: 3 clusters Score -1709779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1709783.000000 Penalty: 4631.007812
	Iteration 37Q: 3 clusters Score -1709783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1709786.250000 Penalty: 4631.007812
	Iteration 38Q: 3 clusters Score -1709786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1709785.500000 Penalty: 4631.007812
	Iteration 39Q: 3 clusters Score -1709786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1709785.500000 Penalty: 4631.007812
	Iteration 40F: 3 clusters Score -1709786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1709791.875000 Penalty: 4631.007812
	Iteration 41Q: 3 clusters Score -1709792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1709793.625000 Penalty: 4631.007812
	Iteration 42Q: 3 clusters Score -1709794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1709807.750000 Penalty: 4631.007812
	Iteration 43Q: 3 clusters Score -1709808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1709807.625000 Penalty: 4631.007812
	Iteration 44Q: 3 clusters Score -1709808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1709811.625000 Penalty: 4631.007812
	Iteration 45Q: 3 clusters Score -1709812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1709812.250000 Penalty: 4631.007812
	Iteration 46Q: 3 clusters Score -1709812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1709808.625000 Penalty: 4631.007812
	Iteration 47Q: 3 clusters Score -1709809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1709811.000000 Penalty: 4631.007812
	Iteration 48Q: 3 clusters Score -1709811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1709810.000000 Penalty: 4631.007812
	Iteration 49Q: 3 clusters Score -1709810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1709810.875000 Penalty: 4631.007812
	Iteration 50Q: 3 clusters Score -1709811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1709811.000000 Penalty: 4631.007812
	Iteration 51Q: 3 clusters Score -1709811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1709811.250000 Penalty: 4631.007812
	Iteration 52Q: 3 clusters Score -1709811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1709814.125000 Penalty: 4631.007812
	Iteration 53Q: 3 clusters Score -1709814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1709813.000000 Penalty: 4631.007812
	Iteration 54Q: 3 clusters Score -1709813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1709813.875000 Penalty: 4631.007812
	Iteration 55Q: 3 clusters Score -1709814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1709816.875000 Penalty: 4631.007812
	Iteration 56Q: 3 clusters Score -1709817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1709817.000000 Penalty: 4631.007812
	Iteration 57Q: 3 clusters Score -1709817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1709818.000000 Penalty: 4631.007812
	Iteration 58Q: 3 clusters Score -1709818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1709817.125000 Penalty: 4631.007812
	Iteration 59Q: 3 clusters Score -1709817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1709817.125000 Penalty: 4631.007812
	Iteration 60F: 3 clusters Score -1709817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Entering Unmasked Estep 
Score: -502247.000000 Penalty: 2013.315308
	Iteration 0F: 2 clusters Score -502247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -498744.312500 Penalty: 4026.630615
	Iteration 0F: 3 clusters Score -498744.3 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -499475.625000 Penalty: 4026.630615
	Iteration 1F: 3 clusters Score -499475.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -499653.625000 Penalty: 4026.630615
	Iteration 2F: 3 clusters Score -499653.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -499748.000000 Penalty: 4026.630615
	Iteration 3Q: 3 clusters Score -499748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -499819.187500 Penalty: 4026.630615
	Iteration 4Q: 3 clusters Score -499819.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -499880.437500 Penalty: 4026.630615
	Iteration 5Q: 3 clusters Score -499880.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -499924.312500 Penalty: 4026.630615
	Iteration 6Q: 3 clusters Score -499924.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -499974.312500 Penalty: 4026.630615
	Iteration 7Q: 3 clusters Score -499974.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -500037.625000 Penalty: 4026.630615
	Iteration 8Q: 3 clusters Score -500037.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -500086.531250 Penalty: 4026.630615
	Iteration 9Q: 3 clusters Score -500086.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -500122.906250 Penalty: 4026.630615
	Iteration 10Q: 3 clusters Score -500122.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -500154.687500 Penalty: 4026.630615
	Iteration 11Q: 3 clusters Score -500154.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -500189.875000 Penalty: 4026.630615
	Iteration 12Q: 3 clusters Score -500189.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -500218.312500 Penalty: 4026.630615
	Iteration 13Q: 3 clusters Score -500218.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -500249.062500 Penalty: 4026.630615
	Iteration 14Q: 3 clusters Score -500249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -500268.406250 Penalty: 4026.630615
	Iteration 15Q: 3 clusters Score -500268.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -500285.687500 Penalty: 4026.630615
	Iteration 16Q: 3 clusters Score -500285.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -500296.562500 Penalty: 4026.630615
	Iteration 17Q: 3 clusters Score -500296.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -500310.750000 Penalty: 4026.630615
	Iteration 18Q: 3 clusters Score -500310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -500320.250000 Penalty: 4026.630615
	Iteration 19Q: 3 clusters Score -500320.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -500329.250000 Penalty: 4026.630615
	Iteration 20F: 3 clusters Score -500329.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -500332.906250 Penalty: 4026.630615
	Iteration 21Q: 3 clusters Score -500332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -500337.187500 Penalty: 4026.630615
	Iteration 22Q: 3 clusters Score -500337.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -500340.968750 Penalty: 4026.630615
	Iteration 23Q: 3 clusters Score -500341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -500346.312500 Penalty: 4026.630615
	Iteration 24Q: 3 clusters Score -500346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -500351.531250 Penalty: 4026.630615
	Iteration 25Q: 3 clusters Score -500351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -500353.937500 Penalty: 4026.630615
	Iteration 26Q: 3 clusters Score -500353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -500358.031250 Penalty: 4026.630615
	Iteration 27Q: 3 clusters Score -500358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -500361.843750 Penalty: 4026.630615
	Iteration 28Q: 3 clusters Score -500361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -500367.656250 Penalty: 4026.630615
	Iteration 29Q: 3 clusters Score -500367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -500375.187500 Penalty: 4026.630615
	Iteration 30Q: 3 clusters Score -500375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -500382.812500 Penalty: 4026.630615
	Iteration 31Q: 3 clusters Score -500382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -500390.375000 Penalty: 4026.630615
	Iteration 32Q: 3 clusters Score -500390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -500395.750000 Penalty: 4026.630615
	Iteration 33Q: 3 clusters Score -500395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -500399.750000 Penalty: 4026.630615
	Iteration 34Q: 3 clusters Score -500399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -500400.656250 Penalty: 4026.630615
	Iteration 35Q: 3 clusters Score -500400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -500401.625000 Penalty: 4026.630615
	Iteration 36Q: 3 clusters Score -500401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -500404.093750 Penalty: 4026.630615
	Iteration 37Q: 3 clusters Score -500404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -500406.218750 Penalty: 4026.630615
	Iteration 38Q: 3 clusters Score -500406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -500410.156250 Penalty: 4026.630615
	Iteration 39Q: 3 clusters Score -500410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -500412.000000 Penalty: 4026.630615
	Iteration 40F: 3 clusters Score -500412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -500415.187500 Penalty: 4026.630615
	Iteration 41Q: 3 clusters Score -500415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -500418.406250 Penalty: 4026.630615
	Iteration 42Q: 3 clusters Score -500418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -500421.406250 Penalty: 4026.630615
	Iteration 43Q: 3 clusters Score -500421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -500428.562500 Penalty: 4026.630615
	Iteration 44Q: 3 clusters Score -500428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -500434.218750 Penalty: 4026.630615
	Iteration 45Q: 3 clusters Score -500434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -500437.812500 Penalty: 4026.630615
	Iteration 46Q: 3 clusters Score -500437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -500439.812500 Penalty: 4026.630615
	Iteration 47Q: 3 clusters Score -500439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -500441.312500 Penalty: 4026.630615
	Iteration 48Q: 3 clusters Score -500441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -500443.062500 Penalty: 4026.630615
	Iteration 49Q: 3 clusters Score -500443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -500445.375000 Penalty: 4026.630615
	Iteration 50Q: 3 clusters Score -500445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -500445.656250 Penalty: 4026.630615
	Iteration 51Q: 3 clusters Score -500445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -500446.625000 Penalty: 4026.630615
	Iteration 52Q: 3 clusters Score -500446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -500449.062500 Penalty: 4026.630615
	Iteration 53Q: 3 clusters Score -500449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -500449.375000 Penalty: 4026.630615
	Iteration 54Q: 3 clusters Score -500449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -500450.531250 Penalty: 4026.630615
	Iteration 55Q: 3 clusters Score -500450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -500450.875000 Penalty: 4026.630615
	Iteration 56Q: 3 clusters Score -500450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -500450.843750 Penalty: 4026.630615
	Iteration 57Q: 3 clusters Score -500450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -500452.781250 Penalty: 4026.630615
	Iteration 58Q: 3 clusters Score -500452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -500453.531250 Penalty: 4026.630615
	Iteration 59Q: 3 clusters Score -500453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -500455.375000 Penalty: 4026.630615
	Iteration 60F: 3 clusters Score -500455.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1863881.625000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1863882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1854122.875000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1854123 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1857341.250000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1857341 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1858052.250000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1858052 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1858734.625000 Penalty: 4706.972656
	Iteration 3F: 3 clusters Score -1858735 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1859362.750000 Penalty: 4706.972656
	Iteration 4F: 3 clusters Score -1859363 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1859896.500000 Penalty: 4706.972656
	Iteration 5F: 3 clusters Score -1859896 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1860361.875000 Penalty: 4706.972656
	Iteration 6F: 3 clusters Score -1860362 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1860704.125000 Penalty: 4706.972656
	Iteration 7Q: 3 clusters Score -1860704 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1860951.375000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1860951 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1861113.375000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1861113 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1861235.125000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1861235 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1861337.125000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1861337 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1861407.875000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1861408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1861463.125000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1861463 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1861502.250000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1861502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1861537.000000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1861537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1861554.750000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1861555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1861567.875000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1861568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1861584.375000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1861584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1861597.750000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1861598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1861608.250000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1861608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1861626.750000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1861627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1861628.500000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1861628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1861649.125000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1861649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1861665.375000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1861665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1861672.000000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1861672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1861695.750000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1861696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1861704.125000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1861704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1861717.250000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1861717 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1861742.875000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1861743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1861766.875000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1861767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1861782.500000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1861782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1861809.750000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1861810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1861830.000000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1861830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1861844.625000 Penalty: 4706.972656
	Iteration 34Q: 3 clusters Score -1861845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1861859.625000 Penalty: 4706.972656
	Iteration 35Q: 3 clusters Score -1861860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1861873.250000 Penalty: 4706.972656
	Iteration 36Q: 3 clusters Score -1861873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1861884.750000 Penalty: 4706.972656
	Iteration 37Q: 3 clusters Score -1861885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1861896.875000 Penalty: 4706.972656
	Iteration 38Q: 3 clusters Score -1861897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1861902.000000 Penalty: 4706.972656
	Iteration 39Q: 3 clusters Score -1861902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1861912.375000 Penalty: 4706.972656
	Iteration 40F: 3 clusters Score -1861912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1861913.750000 Penalty: 4706.972656
	Iteration 41Q: 3 clusters Score -1861914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1861923.750000 Penalty: 4706.972656
	Iteration 42Q: 3 clusters Score -1861924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1861934.625000 Penalty: 4706.972656
	Iteration 43Q: 3 clusters Score -1861935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1861944.875000 Penalty: 4706.972656
	Iteration 44Q: 3 clusters Score -1861945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1861956.000000 Penalty: 4706.972656
	Iteration 45Q: 3 clusters Score -1861956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1861971.625000 Penalty: 4706.972656
	Iteration 46Q: 3 clusters Score -1861972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1861993.875000 Penalty: 4706.972656
	Iteration 47Q: 3 clusters Score -1861994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1862021.500000 Penalty: 4706.972656
	Iteration 48Q: 3 clusters Score -1862022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1862053.250000 Penalty: 4706.972656
	Iteration 49Q: 3 clusters Score -1862053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1862085.625000 Penalty: 4706.972656
	Iteration 50Q: 3 clusters Score -1862086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1862112.625000 Penalty: 4706.972656
	Iteration 51Q: 3 clusters Score -1862113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1862138.625000 Penalty: 4706.972656
	Iteration 52Q: 3 clusters Score -1862139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1862161.125000 Penalty: 4706.972656
	Iteration 53Q: 3 clusters Score -1862161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1862176.000000 Penalty: 4706.972656
	Iteration 54Q: 3 clusters Score -1862176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1862197.125000 Penalty: 4706.972656
	Iteration 55Q: 3 clusters Score -1862197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1862221.125000 Penalty: 4706.972656
	Iteration 56Q: 3 clusters Score -1862221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1862244.625000 Penalty: 4706.972656
	Iteration 57Q: 3 clusters Score -1862245 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1862275.125000 Penalty: 4706.972656
	Iteration 58Q: 3 clusters Score -1862275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1862294.125000 Penalty: 4706.972656
	Iteration 59Q: 3 clusters Score -1862294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1862318.875000 Penalty: 4706.972656
	Iteration 60F: 3 clusters Score -1862319 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1862344.250000 Penalty: 4706.972656
	Iteration 61Q: 3 clusters Score -1862344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1862359.750000 Penalty: 4706.972656
	Iteration 62Q: 3 clusters Score -1862360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1862380.625000 Penalty: 4706.972656
	Iteration 63Q: 3 clusters Score -1862381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1862409.250000 Penalty: 4706.972656
	Iteration 64Q: 3 clusters Score -1862409 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1862445.125000 Penalty: 4706.972656
	Iteration 65Q: 3 clusters Score -1862445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1862479.625000 Penalty: 4706.972656
	Iteration 66Q: 3 clusters Score -1862480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1862520.875000 Penalty: 4706.972656
	Iteration 67Q: 3 clusters Score -1862521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1862563.750000 Penalty: 4706.972656
	Iteration 68Q: 3 clusters Score -1862564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1862600.250000 Penalty: 4706.972656
	Iteration 69Q: 3 clusters Score -1862600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1862620.375000 Penalty: 4706.972656
	Iteration 70Q: 3 clusters Score -1862620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1862650.000000 Penalty: 4706.972656
	Iteration 71Q: 3 clusters Score -1862650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1862675.000000 Penalty: 4706.972656
	Iteration 72Q: 3 clusters Score -1862675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1862694.625000 Penalty: 4706.972656
	Iteration 73Q: 3 clusters Score -1862695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1862706.125000 Penalty: 4706.972656
	Iteration 74Q: 3 clusters Score -1862706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1862715.625000 Penalty: 4706.972656
	Iteration 75Q: 3 clusters Score -1862716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1862732.750000 Penalty: 4706.972656
	Iteration 76Q: 3 clusters Score -1862733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1862750.375000 Penalty: 4706.972656
	Iteration 77Q: 3 clusters Score -1862750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1862762.250000 Penalty: 4706.972656
	Iteration 78Q: 3 clusters Score -1862762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1862775.250000 Penalty: 4706.972656
	Iteration 79Q: 3 clusters Score -1862775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1862783.875000 Penalty: 4706.972656
	Iteration 80F: 3 clusters Score -1862784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1862789.125000 Penalty: 4706.972656
	Iteration 81Q: 3 clusters Score -1862789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1862798.875000 Penalty: 4706.972656
	Iteration 82Q: 3 clusters Score -1862799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1862806.750000 Penalty: 4706.972656
	Iteration 83Q: 3 clusters Score -1862807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1862811.000000 Penalty: 4706.972656
	Iteration 84Q: 3 clusters Score -1862811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1862810.250000 Penalty: 4706.972656
	Iteration 85Q: 3 clusters Score -1862810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1862815.375000 Penalty: 4706.972656
	Iteration 86Q: 3 clusters Score -1862815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1862815.625000 Penalty: 4706.972656
	Iteration 87Q: 3 clusters Score -1862816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1862822.375000 Penalty: 4706.972656
	Iteration 88Q: 3 clusters Score -1862822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1862824.250000 Penalty: 4706.972656
	Iteration 89Q: 3 clusters Score -1862824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1862825.500000 Penalty: 4706.972656
	Iteration 90Q: 3 clusters Score -1862826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1862829.000000 Penalty: 4706.972656
	Iteration 91Q: 3 clusters Score -1862829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1862829.750000 Penalty: 4706.972656
	Iteration 92Q: 3 clusters Score -1862830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1862829.000000 Penalty: 4706.972656
	Iteration 93Q: 3 clusters Score -1862829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1862829.000000 Penalty: 4706.972656
	Iteration 94F: 3 clusters Score -1862829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -2415545.000000 Penalty: 2398.842529
	Iteration 0F: 2 clusters Score -2415545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2404161.750000 Penalty: 4797.685059
	Iteration 0F: 3 clusters Score -2404162 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2408007.000000 Penalty: 4797.685059
	Iteration 1F: 3 clusters Score -2408007 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2408437.250000 Penalty: 4797.685059
	Iteration 2F: 3 clusters Score -2408437 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2408807.500000 Penalty: 4797.685059
	Iteration 3Q: 3 clusters Score -2408808 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2409121.500000 Penalty: 4797.685059
	Iteration 4Q: 3 clusters Score -2409122 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2409399.500000 Penalty: 4797.685059
	Iteration 5Q: 3 clusters Score -2409400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2409704.750000 Penalty: 4797.685059
	Iteration 6Q: 3 clusters Score -2409705 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2410010.250000 Penalty: 4797.685059
	Iteration 7Q: 3 clusters Score -2410010 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2410283.500000 Penalty: 4797.685059
	Iteration 8Q: 3 clusters Score -2410284 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2410547.000000 Penalty: 4797.685059
	Iteration 9Q: 3 clusters Score -2410547 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2410826.750000 Penalty: 4797.685059
	Iteration 10Q: 3 clusters Score -2410827 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2411126.250000 Penalty: 4797.685059
	Iteration 11Q: 3 clusters Score -2411126 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2411394.500000 Penalty: 4797.685059
	Iteration 12Q: 3 clusters Score -2411394 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2411642.250000 Penalty: 4797.685059
	Iteration 13Q: 3 clusters Score -2411642 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2411836.250000 Penalty: 4797.685059
	Iteration 14Q: 3 clusters Score -2411836 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2412012.500000 Penalty: 4797.685059
	Iteration 15Q: 3 clusters Score -2412012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2412140.250000 Penalty: 4797.685059
	Iteration 16Q: 3 clusters Score -2412140 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2412270.250000 Penalty: 4797.685059
	Iteration 17Q: 3 clusters Score -2412270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2412366.750000 Penalty: 4797.685059
	Iteration 18Q: 3 clusters Score -2412367 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2412436.250000 Penalty: 4797.685059
	Iteration 19Q: 3 clusters Score -2412436 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2412516.250000 Penalty: 4797.685059
	Iteration 20F: 3 clusters Score -2412516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2412583.500000 Penalty: 4797.685059
	Iteration 21Q: 3 clusters Score -2412584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2412644.750000 Penalty: 4797.685059
	Iteration 22Q: 3 clusters Score -2412645 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2412690.250000 Penalty: 4797.685059
	Iteration 23Q: 3 clusters Score -2412690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2412729.750000 Penalty: 4797.685059
	Iteration 24Q: 3 clusters Score -2412730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2412767.250000 Penalty: 4797.685059
	Iteration 25Q: 3 clusters Score -2412767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2412803.250000 Penalty: 4797.685059
	Iteration 26Q: 3 clusters Score -2412803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2412819.250000 Penalty: 4797.685059
	Iteration 27Q: 3 clusters Score -2412819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2412836.250000 Penalty: 4797.685059
	Iteration 28Q: 3 clusters Score -2412836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2412850.250000 Penalty: 4797.685059
	Iteration 29Q: 3 clusters Score -2412850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2412868.750000 Penalty: 4797.685059
	Iteration 30Q: 3 clusters Score -2412869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2412890.500000 Penalty: 4797.685059
	Iteration 31Q: 3 clusters Score -2412890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2412910.250000 Penalty: 4797.685059
	Iteration 32Q: 3 clusters Score -2412910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2412926.000000 Penalty: 4797.685059
	Iteration 33Q: 3 clusters Score -2412926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2412948.000000 Penalty: 4797.685059
	Iteration 34Q: 3 clusters Score -2412948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2412966.750000 Penalty: 4797.685059
	Iteration 35Q: 3 clusters Score -2412967 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2412991.250000 Penalty: 4797.685059
	Iteration 36Q: 3 clusters Score -2412991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2413013.250000 Penalty: 4797.685059
	Iteration 37Q: 3 clusters Score -2413013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2413038.750000 Penalty: 4797.685059
	Iteration 38Q: 3 clusters Score -2413039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2413066.000000 Penalty: 4797.685059
	Iteration 39Q: 3 clusters Score -2413066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2413092.750000 Penalty: 4797.685059
	Iteration 40F: 3 clusters Score -2413093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2413118.250000 Penalty: 4797.685059
	Iteration 41Q: 3 clusters Score -2413118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2413145.000000 Penalty: 4797.685059
	Iteration 42Q: 3 clusters Score -2413145 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2413177.750000 Penalty: 4797.685059
	Iteration 43Q: 3 clusters Score -2413178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2413203.250000 Penalty: 4797.685059
	Iteration 44Q: 3 clusters Score -2413203 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2413225.250000 Penalty: 4797.685059
	Iteration 45Q: 3 clusters Score -2413225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2413242.250000 Penalty: 4797.685059
	Iteration 46Q: 3 clusters Score -2413242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2413274.500000 Penalty: 4797.685059
	Iteration 47Q: 3 clusters Score -2413274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2413299.500000 Penalty: 4797.685059
	Iteration 48Q: 3 clusters Score -2413300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2413320.000000 Penalty: 4797.685059
	Iteration 49Q: 3 clusters Score -2413320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2413347.250000 Penalty: 4797.685059
	Iteration 50Q: 3 clusters Score -2413347 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2413395.250000 Penalty: 4797.685059
	Iteration 51Q: 3 clusters Score -2413395 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2413440.250000 Penalty: 4797.685059
	Iteration 52Q: 3 clusters Score -2413440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2413463.500000 Penalty: 4797.685059
	Iteration 53Q: 3 clusters Score -2413464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2413508.500000 Penalty: 4797.685059
	Iteration 54Q: 3 clusters Score -2413508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2413567.500000 Penalty: 4797.685059
	Iteration 55Q: 3 clusters Score -2413568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2413625.500000 Penalty: 4797.685059
	Iteration 56Q: 3 clusters Score -2413626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2413689.250000 Penalty: 4797.685059
	Iteration 57Q: 3 clusters Score -2413689 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2413745.250000 Penalty: 4797.685059
	Iteration 58Q: 3 clusters Score -2413745 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2413797.250000 Penalty: 4797.685059
	Iteration 59Q: 3 clusters Score -2413797 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2413825.750000 Penalty: 4797.685059
	Iteration 60F: 3 clusters Score -2413826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2413859.250000 Penalty: 4797.685059
	Iteration 61Q: 3 clusters Score -2413859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2413883.250000 Penalty: 4797.685059
	Iteration 62Q: 3 clusters Score -2413883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2413901.750000 Penalty: 4797.685059
	Iteration 63Q: 3 clusters Score -2413902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2413920.750000 Penalty: 4797.685059
	Iteration 64Q: 3 clusters Score -2413921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2413931.500000 Penalty: 4797.685059
	Iteration 65Q: 3 clusters Score -2413932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2413934.750000 Penalty: 4797.685059
	Iteration 66Q: 3 clusters Score -2413935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2413939.250000 Penalty: 4797.685059
	Iteration 67Q: 3 clusters Score -2413939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2413949.750000 Penalty: 4797.685059
	Iteration 68Q: 3 clusters Score -2413950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2413966.000000 Penalty: 4797.685059
	Iteration 69Q: 3 clusters Score -2413966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2413976.750000 Penalty: 4797.685059
	Iteration 70Q: 3 clusters Score -2413977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2413981.000000 Penalty: 4797.685059
	Iteration 71Q: 3 clusters Score -2413981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2413983.000000 Penalty: 4797.685059
	Iteration 72Q: 3 clusters Score -2413983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2413990.250000 Penalty: 4797.685059
	Iteration 73Q: 3 clusters Score -2413990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2413994.500000 Penalty: 4797.685059
	Iteration 74Q: 3 clusters Score -2413994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2413992.250000 Penalty: 4797.685059
	Iteration 75Q: 3 clusters Score -2413992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2413993.500000 Penalty: 4797.685059
	Iteration 76Q: 3 clusters Score -2413994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2413992.000000 Penalty: 4797.685059
	Iteration 77Q: 3 clusters Score -2413992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2413992.000000 Penalty: 4797.685059
	Iteration 78F: 3 clusters Score -2413992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -83839.609375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -83839.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82185.125000 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -82185.12 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82403.906250 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -82403.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82490.429688 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -82490.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82573.914062 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -82573.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82695.171875 Penalty: 3244.350830
	Iteration 4F: 3 clusters Score -82695.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -82751.437500 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -82751.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82793.046875 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -82793.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82839.046875 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -82839.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82871.968750 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -82871.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82896.742188 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -82896.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -82923.523438 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -82923.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82933.265625 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -82933.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82938.125000 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -82938.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82938.125000 Penalty: 3244.350830
	Iteration 13F: 3 clusters Score -82938.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (115068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115068 members 
Entering Unmasked Estep 
Score: -17735738.000000 Penalty: 2890.012939
	Iteration 0F: 2 clusters Score -1.773574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -17663692.000000 Penalty: 5780.025879
	Iteration 0F: 3 clusters Score -1.766369e+07 nChanged 54657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -17696128.000000 Penalty: 5780.025879
	Iteration 1F: 3 clusters Score -1.769613e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -17698354.000000 Penalty: 5780.025879
	Iteration 2Q: 3 clusters Score -1.769835e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -17701768.000000 Penalty: 5780.025879
	Iteration 3F: 3 clusters Score -1.770177e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -17705936.000000 Penalty: 5780.025879
	Iteration 4F: 3 clusters Score -1.770594e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -17710898.000000 Penalty: 5780.025879
	Iteration 5F: 3 clusters Score -1.77109e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -17716276.000000 Penalty: 5780.025879
	Iteration 6F: 3 clusters Score -1.771628e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -17720730.000000 Penalty: 5780.025879
	Iteration 7F: 3 clusters Score -1.772073e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -17723176.000000 Penalty: 5780.025879
	Iteration 8Q: 3 clusters Score -1.772318e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -17724174.000000 Penalty: 5780.025879
	Iteration 9Q: 3 clusters Score -1.772417e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -17724604.000000 Penalty: 5780.025879
	Iteration 10Q: 3 clusters Score -1.77246e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -17725044.000000 Penalty: 5780.025879
	Iteration 11Q: 3 clusters Score -1.772504e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -17725310.000000 Penalty: 5780.025879
	Iteration 12Q: 3 clusters Score -1.772531e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -17725702.000000 Penalty: 5780.025879
	Iteration 13Q: 3 clusters Score -1.77257e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -17725942.000000 Penalty: 5780.025879
	Iteration 14Q: 3 clusters Score -1.772594e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -17726410.000000 Penalty: 5780.025879
	Iteration 15Q: 3 clusters Score -1.772641e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -17727000.000000 Penalty: 5780.025879
	Iteration 16Q: 3 clusters Score -1.7727e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -17727444.000000 Penalty: 5780.025879
	Iteration 17Q: 3 clusters Score -1.772744e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -17727958.000000 Penalty: 5780.025879
	Iteration 18Q: 3 clusters Score -1.772796e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -17728532.000000 Penalty: 5780.025879
	Iteration 19Q: 3 clusters Score -1.772853e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -17729094.000000 Penalty: 5780.025879
	Iteration 20F: 3 clusters Score -1.772909e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -17729552.000000 Penalty: 5780.025879
	Iteration 21Q: 3 clusters Score -1.772955e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 97178 members 
Entering Unmasked Estep 
Score: -17730018.000000 Penalty: 5780.025879
	Iteration 22Q: 3 clusters Score -1.773002e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -17730466.000000 Penalty: 5780.025879
	Iteration 23Q: 3 clusters Score -1.773047e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -17730840.000000 Penalty: 5780.025879
	Iteration 24Q: 3 clusters Score -1.773084e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -17731024.000000 Penalty: 5780.025879
	Iteration 25Q: 3 clusters Score -1.773102e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -17731234.000000 Penalty: 5780.025879
	Iteration 26Q: 3 clusters Score -1.773123e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -17731450.000000 Penalty: 5780.025879
	Iteration 27Q: 3 clusters Score -1.773145e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 103894 members 
Entering Unmasked Estep 
Score: -17731556.000000 Penalty: 5780.025879
	Iteration 28Q: 3 clusters Score -1.773156e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -17731740.000000 Penalty: 5780.025879
	Iteration 29Q: 3 clusters Score -1.773174e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -17731908.000000 Penalty: 5780.025879
	Iteration 30Q: 3 clusters Score -1.773191e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -17732000.000000 Penalty: 5780.025879
	Iteration 31Q: 3 clusters Score -1.7732e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -17732106.000000 Penalty: 5780.025879
	Iteration 32Q: 3 clusters Score -1.773211e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -17732138.000000 Penalty: 5780.025879
	Iteration 33Q: 3 clusters Score -1.773214e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -17732234.000000 Penalty: 5780.025879
	Iteration 34Q: 3 clusters Score -1.773223e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -17732336.000000 Penalty: 5780.025879
	Iteration 35Q: 3 clusters Score -1.773234e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 108618 members 
Entering Unmasked Estep 
Score: -17732410.000000 Penalty: 5780.025879
	Iteration 36Q: 3 clusters Score -1.773241e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -17732502.000000 Penalty: 5780.025879
	Iteration 37Q: 3 clusters Score -1.77325e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 109393 members 
Entering Unmasked Estep 
Score: -17732592.000000 Penalty: 5780.025879
	Iteration 38Q: 3 clusters Score -1.773259e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 109712 members 
Entering Unmasked Estep 
Score: -17732660.000000 Penalty: 5780.025879
	Iteration 39Q: 3 clusters Score -1.773266e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -17732736.000000 Penalty: 5780.025879
	Iteration 40F: 3 clusters Score -1.773274e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -17732808.000000 Penalty: 5780.025879
	Iteration 41Q: 3 clusters Score -1.773281e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -17732854.000000 Penalty: 5780.025879
	Iteration 42Q: 3 clusters Score -1.773285e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -17732872.000000 Penalty: 5780.025879
	Iteration 43Q: 3 clusters Score -1.773287e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 110917 members 
Entering Unmasked Estep 
Score: -17732896.000000 Penalty: 5780.025879
	Iteration 44Q: 3 clusters Score -1.77329e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 111099 members 
Entering Unmasked Estep 
Score: -17732924.000000 Penalty: 5780.025879
	Iteration 45Q: 3 clusters Score -1.773292e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -17732944.000000 Penalty: 5780.025879
	Iteration 46Q: 3 clusters Score -1.773294e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 111401 members 
Entering Unmasked Estep 
Score: -17732990.000000 Penalty: 5780.025879
	Iteration 47Q: 3 clusters Score -1.773299e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -17733038.000000 Penalty: 5780.025879
	Iteration 48Q: 3 clusters Score -1.773304e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 111654 members 
Entering Unmasked Estep 
Score: -17733112.000000 Penalty: 5780.025879
	Iteration 49Q: 3 clusters Score -1.773311e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 111785 members 
Entering Unmasked Estep 
Score: -17733120.000000 Penalty: 5780.025879
	Iteration 50Q: 3 clusters Score -1.773312e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 111907 members 
Entering Unmasked Estep 
Score: -17733102.000000 Penalty: 5780.025879
	Iteration 51Q: 3 clusters Score -1.77331e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 112012 members 
Entering Unmasked Estep 
Score: -17733148.000000 Penalty: 5780.025879
	Iteration 52Q: 3 clusters Score -1.773315e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -17733148.000000 Penalty: 5780.025879
	Iteration 53Q: 3 clusters Score -1.773315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 112181 members 
Entering Unmasked Estep 
Score: -17733180.000000 Penalty: 5780.025879
	Iteration 54Q: 3 clusters Score -1.773318e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -17733192.000000 Penalty: 5780.025879
	Iteration 55Q: 3 clusters Score -1.773319e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
Score: -17733176.000000 Penalty: 5780.025879
	Iteration 56Q: 3 clusters Score -1.773318e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -17733194.000000 Penalty: 5780.025879
	Iteration 57Q: 3 clusters Score -1.773319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 112438 members 
Entering Unmasked Estep 
Score: -17733190.000000 Penalty: 5780.025879
	Iteration 58Q: 3 clusters Score -1.773319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 112472 members 
Entering Unmasked Estep 
Score: -17733176.000000 Penalty: 5780.025879
	Iteration 59Q: 3 clusters Score -1.773318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -17733194.000000 Penalty: 5780.025879
	Iteration 60F: 3 clusters Score -1.773319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -17733204.000000 Penalty: 5780.025879
	Iteration 61Q: 3 clusters Score -1.77332e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 112547 members 
Entering Unmasked Estep 
Score: -17733224.000000 Penalty: 5780.025879
	Iteration 62Q: 3 clusters Score -1.773322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -17733232.000000 Penalty: 5780.025879
	Iteration 63Q: 3 clusters Score -1.773323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 112594 members 
Entering Unmasked Estep 
Score: -17733234.000000 Penalty: 5780.025879
	Iteration 64Q: 3 clusters Score -1.773323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -17733256.000000 Penalty: 5780.025879
	Iteration 65Q: 3 clusters Score -1.773326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -17733258.000000 Penalty: 5780.025879
	Iteration 66Q: 3 clusters Score -1.773326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -17733268.000000 Penalty: 5780.025879
	Iteration 67Q: 3 clusters Score -1.773327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 112727 members 
Entering Unmasked Estep 
Score: -17733282.000000 Penalty: 5780.025879
	Iteration 68Q: 3 clusters Score -1.773328e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -17733276.000000 Penalty: 5780.025879
	Iteration 69Q: 3 clusters Score -1.773328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -17733298.000000 Penalty: 5780.025879
	Iteration 70Q: 3 clusters Score -1.77333e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -17733304.000000 Penalty: 5780.025879
	Iteration 71Q: 3 clusters Score -1.77333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 112833 members 
Entering Unmasked Estep 
Score: -17733312.000000 Penalty: 5780.025879
	Iteration 72Q: 3 clusters Score -1.773331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 112856 members 
Entering Unmasked Estep 
Score: -17733308.000000 Penalty: 5780.025879
	Iteration 73Q: 3 clusters Score -1.773331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 112875 members 
Entering Unmasked Estep 
Score: -17733310.000000 Penalty: 5780.025879
	Iteration 74Q: 3 clusters Score -1.773331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 112901 members 
Entering Unmasked Estep 
Score: -17733336.000000 Penalty: 5780.025879
	Iteration 75Q: 3 clusters Score -1.773334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -17733346.000000 Penalty: 5780.025879
	Iteration 76Q: 3 clusters Score -1.773335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -17733336.000000 Penalty: 5780.025879
	Iteration 77Q: 3 clusters Score -1.773334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -17733328.000000 Penalty: 5780.025879
	Iteration 78Q: 3 clusters Score -1.773333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 112983 members 
Entering Unmasked Estep 
Score: -17733326.000000 Penalty: 5780.025879
	Iteration 79Q: 3 clusters Score -1.773333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 113008 members 
Entering Unmasked Estep 
Score: -17733366.000000 Penalty: 5780.025879
	Iteration 80F: 3 clusters Score -1.773337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -17733352.000000 Penalty: 5780.025879
	Iteration 81Q: 3 clusters Score -1.773335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -17733366.000000 Penalty: 5780.025879
	Iteration 82Q: 3 clusters Score -1.773337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -17733382.000000 Penalty: 5780.025879
	Iteration 83Q: 3 clusters Score -1.773338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -17733408.000000 Penalty: 5780.025879
	Iteration 84Q: 3 clusters Score -1.773341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -17733418.000000 Penalty: 5780.025879
	Iteration 85Q: 3 clusters Score -1.773342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -17733410.000000 Penalty: 5780.025879
	Iteration 86Q: 3 clusters Score -1.773341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -17733400.000000 Penalty: 5780.025879
	Iteration 87Q: 3 clusters Score -1.77334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -17733428.000000 Penalty: 5780.025879
	Iteration 88Q: 3 clusters Score -1.773343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -17733436.000000 Penalty: 5780.025879
	Iteration 89Q: 3 clusters Score -1.773344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -17733438.000000 Penalty: 5780.025879
	Iteration 90Q: 3 clusters Score -1.773344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -17733454.000000 Penalty: 5780.025879
	Iteration 91Q: 3 clusters Score -1.773345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -17733454.000000 Penalty: 5780.025879
	Iteration 92Q: 3 clusters Score -1.773345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 113231 members 
Entering Unmasked Estep 
Score: -17733454.000000 Penalty: 5780.025879
	Iteration 93Q: 3 clusters Score -1.773345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -17733448.000000 Penalty: 5780.025879
	Iteration 94Q: 3 clusters Score -1.773345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 113249 members 
Entering Unmasked Estep 
Score: -17733432.000000 Penalty: 5780.025879
	Iteration 95Q: 3 clusters Score -1.773343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 113257 members 
Entering Unmasked Estep 
Score: -17733444.000000 Penalty: 5780.025879
	Iteration 96Q: 3 clusters Score -1.773344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -17733460.000000 Penalty: 5780.025879
	Iteration 97Q: 3 clusters Score -1.773346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -17733452.000000 Penalty: 5780.025879
	Iteration 98Q: 3 clusters Score -1.773345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -17733450.000000 Penalty: 5780.025879
	Iteration 99Q: 3 clusters Score -1.773345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -17733444.000000 Penalty: 5780.025879
	Iteration 100F: 3 clusters Score -1.773344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -17733444.000000 Penalty: 5780.025879
	Iteration 101Q: 3 clusters Score -1.773344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -17733448.000000 Penalty: 5780.025879
	Iteration 102Q: 3 clusters Score -1.773345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -17733448.000000 Penalty: 5780.025879
	Iteration 103Q: 3 clusters Score -1.773345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -17733450.000000 Penalty: 5780.025879
	Iteration 104Q: 3 clusters Score -1.773345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -17733446.000000 Penalty: 5780.025879
	Iteration 105Q: 3 clusters Score -1.773345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -17733454.000000 Penalty: 5780.025879
	Iteration 106Q: 3 clusters Score -1.773345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -17733468.000000 Penalty: 5780.025879
	Iteration 107Q: 3 clusters Score -1.773347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -17733462.000000 Penalty: 5780.025879
	Iteration 108Q: 3 clusters Score -1.773346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -17733450.000000 Penalty: 5780.025879
	Iteration 109Q: 3 clusters Score -1.773345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -17733444.000000 Penalty: 5780.025879
	Iteration 110Q: 3 clusters Score -1.773344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -17733430.000000 Penalty: 5780.025879
	Iteration 111Q: 3 clusters Score -1.773343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -17733440.000000 Penalty: 5780.025879
	Iteration 112Q: 3 clusters Score -1.773344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -17733434.000000 Penalty: 5780.025879
	Iteration 113Q: 3 clusters Score -1.773343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -17733434.000000 Penalty: 5780.025879
	Iteration 114Q: 3 clusters Score -1.773343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 113311 members 
Entering Unmasked Estep 
Score: -17733428.000000 Penalty: 5780.025879
	Iteration 115Q: 3 clusters Score -1.773343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -17733424.000000 Penalty: 5780.025879
	Iteration 116Q: 3 clusters Score -1.773342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -17733420.000000 Penalty: 5780.025879
	Iteration 117Q: 3 clusters Score -1.773342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 113314 members 
Entering Unmasked Estep 
Score: -17733420.000000 Penalty: 5780.025879
	Iteration 118F: 3 clusters Score -1.773342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -719914.687500 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -719914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -715493.312500 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -715493.3 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -716663.062500 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -716663.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -716915.500000 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -716915.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -717110.937500 Penalty: 4215.316406
	Iteration 3F: 3 clusters Score -717110.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -717320.062500 Penalty: 4215.316406
	Iteration 4F: 3 clusters Score -717320.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -717538.312500 Penalty: 4215.316406
	Iteration 5F: 3 clusters Score -717538.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -717767.000000 Penalty: 4215.316406
	Iteration 6F: 3 clusters Score -717767 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -718013.937500 Penalty: 4215.316406
	Iteration 7Q: 3 clusters Score -718013.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -718278.375000 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -718278.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -718561.250000 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -718561.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -718799.375000 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -718799.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -718970.062500 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -718970.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -719059.000000 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -719059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -719094.062500 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -719094.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -719117.687500 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -719117.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -719130.750000 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -719130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -719133.562500 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -719133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -719137.000000 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -719137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -719138.625000 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -719138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -719141.687500 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -719141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -719141.875000 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -719141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -719140.750000 Penalty: 4215.316406
	Iteration 21Q: 3 clusters Score -719140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -719142.187500 Penalty: 4215.316406
	Iteration 22Q: 3 clusters Score -719142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -719144.125000 Penalty: 4215.316406
	Iteration 23Q: 3 clusters Score -719144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -719144.187500 Penalty: 4215.316406
	Iteration 24Q: 3 clusters Score -719144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -719144.125000 Penalty: 4215.316406
	Iteration 25Q: 3 clusters Score -719144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -719145.187500 Penalty: 4215.316406
	Iteration 26Q: 3 clusters Score -719145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -719145.187500 Penalty: 4215.316406
	Iteration 27F: 3 clusters Score -719145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -469778.843750 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -469778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -466218.875000 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -466218.9 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -467228.968750 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -467229 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -467642.593750 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -467642.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -468021.281250 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -468021.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -468346.062500 Penalty: 4065.706055
	Iteration 4F: 3 clusters Score -468346.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -468649.968750 Penalty: 4065.706055
	Iteration 5F: 3 clusters Score -468650 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -468859.343750 Penalty: 4065.706055
	Iteration 6F: 3 clusters Score -468859.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -468985.531250 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -468985.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -469063.718750 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -469063.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -469108.562500 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -469108.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469139.562500 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -469139.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469159.062500 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -469159.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469176.312500 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -469176.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469189.406250 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -469189.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469195.218750 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -469195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469198.437500 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -469198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469201.625000 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -469201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469203.281250 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -469203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469205.531250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -469205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469207.593750 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -469207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -469210.750000 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -469210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469210.593750 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -469210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469210.593750 Penalty: 4065.706055
	Iteration 22F: 3 clusters Score -469210.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Entering Unmasked Estep 
Score: -3008373.000000 Penalty: 2467.135254
	Iteration 0F: 2 clusters Score -3008373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2993815.250000 Penalty: 4934.270508
	Iteration 0F: 3 clusters Score -2993815 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2998847.000000 Penalty: 4934.270508
	Iteration 1F: 3 clusters Score -2998847 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2999440.500000 Penalty: 4934.270508
	Iteration 2F: 3 clusters Score -2999440 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3000088.000000 Penalty: 4934.270508
	Iteration 3F: 3 clusters Score -3000088 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3000825.000000 Penalty: 4934.270508
	Iteration 4F: 3 clusters Score -3000825 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3001661.750000 Penalty: 4934.270508
	Iteration 5F: 3 clusters Score -3001662 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3002506.250000 Penalty: 4934.270508
	Iteration 6F: 3 clusters Score -3002506 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3003313.250000 Penalty: 4934.270508
	Iteration 7F: 3 clusters Score -3003313 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3003965.000000 Penalty: 4934.270508
	Iteration 8F: 3 clusters Score -3003965 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3004402.000000 Penalty: 4934.270508
	Iteration 9Q: 3 clusters Score -3004402 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3004684.750000 Penalty: 4934.270508
	Iteration 10Q: 3 clusters Score -3004685 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3004873.000000 Penalty: 4934.270508
	Iteration 11Q: 3 clusters Score -3004873 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -3005005.750000 Penalty: 4934.270508
	Iteration 12Q: 3 clusters Score -3005006 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3005130.000000 Penalty: 4934.270508
	Iteration 13Q: 3 clusters Score -3005130 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3005217.000000 Penalty: 4934.270508
	Iteration 14Q: 3 clusters Score -3005217 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3005325.750000 Penalty: 4934.270508
	Iteration 15Q: 3 clusters Score -3005326 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3005440.500000 Penalty: 4934.270508
	Iteration 16Q: 3 clusters Score -3005440 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3005578.750000 Penalty: 4934.270508
	Iteration 17Q: 3 clusters Score -3005579 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3005712.750000 Penalty: 4934.270508
	Iteration 18Q: 3 clusters Score -3005713 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3005849.250000 Penalty: 4934.270508
	Iteration 19Q: 3 clusters Score -3005849 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3005962.000000 Penalty: 4934.270508
	Iteration 20F: 3 clusters Score -3005962 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3006053.500000 Penalty: 4934.270508
	Iteration 21Q: 3 clusters Score -3006054 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3006124.500000 Penalty: 4934.270508
	Iteration 22Q: 3 clusters Score -3006124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3006193.000000 Penalty: 4934.270508
	Iteration 23Q: 3 clusters Score -3006193 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3006258.500000 Penalty: 4934.270508
	Iteration 24Q: 3 clusters Score -3006258 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3006333.250000 Penalty: 4934.270508
	Iteration 25Q: 3 clusters Score -3006333 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3006389.750000 Penalty: 4934.270508
	Iteration 26Q: 3 clusters Score -3006390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3006459.750000 Penalty: 4934.270508
	Iteration 27Q: 3 clusters Score -3006460 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3006507.500000 Penalty: 4934.270508
	Iteration 28Q: 3 clusters Score -3006508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3006557.250000 Penalty: 4934.270508
	Iteration 29Q: 3 clusters Score -3006557 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3006597.750000 Penalty: 4934.270508
	Iteration 30Q: 3 clusters Score -3006598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3006625.500000 Penalty: 4934.270508
	Iteration 31Q: 3 clusters Score -3006626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3006659.500000 Penalty: 4934.270508
	Iteration 32Q: 3 clusters Score -3006660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3006698.750000 Penalty: 4934.270508
	Iteration 33Q: 3 clusters Score -3006699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3006719.500000 Penalty: 4934.270508
	Iteration 34Q: 3 clusters Score -3006720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3006738.750000 Penalty: 4934.270508
	Iteration 35Q: 3 clusters Score -3006739 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3006760.000000 Penalty: 4934.270508
	Iteration 36Q: 3 clusters Score -3006760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3006782.750000 Penalty: 4934.270508
	Iteration 37Q: 3 clusters Score -3006783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3006795.250000 Penalty: 4934.270508
	Iteration 38Q: 3 clusters Score -3006795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3006814.000000 Penalty: 4934.270508
	Iteration 39Q: 3 clusters Score -3006814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3006820.500000 Penalty: 4934.270508
	Iteration 40F: 3 clusters Score -3006820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3006832.250000 Penalty: 4934.270508
	Iteration 41Q: 3 clusters Score -3006832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3006848.750000 Penalty: 4934.270508
	Iteration 42Q: 3 clusters Score -3006849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3006862.750000 Penalty: 4934.270508
	Iteration 43Q: 3 clusters Score -3006863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3006878.500000 Penalty: 4934.270508
	Iteration 44Q: 3 clusters Score -3006878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3006885.500000 Penalty: 4934.270508
	Iteration 45Q: 3 clusters Score -3006886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3006895.500000 Penalty: 4934.270508
	Iteration 46Q: 3 clusters Score -3006896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3006920.750000 Penalty: 4934.270508
	Iteration 47Q: 3 clusters Score -3006921 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3006941.000000 Penalty: 4934.270508
	Iteration 48Q: 3 clusters Score -3006941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3006954.500000 Penalty: 4934.270508
	Iteration 49Q: 3 clusters Score -3006954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3006969.500000 Penalty: 4934.270508
	Iteration 50Q: 3 clusters Score -3006970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3006984.750000 Penalty: 4934.270508
	Iteration 51Q: 3 clusters Score -3006985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3006994.250000 Penalty: 4934.270508
	Iteration 52Q: 3 clusters Score -3006994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3006995.500000 Penalty: 4934.270508
	Iteration 53Q: 3 clusters Score -3006996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3007002.000000 Penalty: 4934.270508
	Iteration 54Q: 3 clusters Score -3007002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3007015.250000 Penalty: 4934.270508
	Iteration 55Q: 3 clusters Score -3007015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3007025.750000 Penalty: 4934.270508
	Iteration 56Q: 3 clusters Score -3007026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3007025.750000 Penalty: 4934.270508
	Iteration 57Q: 3 clusters Score -3007026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3007027.500000 Penalty: 4934.270508
	Iteration 58Q: 3 clusters Score -3007028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3007024.500000 Penalty: 4934.270508
	Iteration 59Q: 3 clusters Score -3007024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3007026.250000 Penalty: 4934.270508
	Iteration 60F: 3 clusters Score -3007026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3007025.250000 Penalty: 4934.270508
	Iteration 61Q: 3 clusters Score -3007025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3007026.750000 Penalty: 4934.270508
	Iteration 62Q: 3 clusters Score -3007027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3007025.750000 Penalty: 4934.270508
	Iteration 63Q: 3 clusters Score -3007026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3007028.250000 Penalty: 4934.270508
	Iteration 64Q: 3 clusters Score -3007028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3007027.000000 Penalty: 4934.270508
	Iteration 65Q: 3 clusters Score -3007027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3007040.500000 Penalty: 4934.270508
	Iteration 66Q: 3 clusters Score -3007040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3007042.750000 Penalty: 4934.270508
	Iteration 67Q: 3 clusters Score -3007043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3007048.000000 Penalty: 4934.270508
	Iteration 68Q: 3 clusters Score -3007048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3007049.250000 Penalty: 4934.270508
	Iteration 69Q: 3 clusters Score -3007049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3007050.000000 Penalty: 4934.270508
	Iteration 70Q: 3 clusters Score -3007050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3007049.500000 Penalty: 4934.270508
	Iteration 71Q: 3 clusters Score -3007050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3007056.000000 Penalty: 4934.270508
	Iteration 72Q: 3 clusters Score -3007056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3007054.500000 Penalty: 4934.270508
	Iteration 73Q: 3 clusters Score -3007054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3007056.500000 Penalty: 4934.270508
	Iteration 74Q: 3 clusters Score -3007056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3007057.250000 Penalty: 4934.270508
	Iteration 75Q: 3 clusters Score -3007057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3007055.500000 Penalty: 4934.270508
	Iteration 76Q: 3 clusters Score -3007056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3007051.000000 Penalty: 4934.270508
	Iteration 77Q: 3 clusters Score -3007051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3007055.750000 Penalty: 4934.270508
	Iteration 78Q: 3 clusters Score -3007056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3007056.000000 Penalty: 4934.270508
	Iteration 79Q: 3 clusters Score -3007056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3007053.250000 Penalty: 4934.270508
	Iteration 80F: 3 clusters Score -3007053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3007057.250000 Penalty: 4934.270508
	Iteration 81Q: 3 clusters Score -3007057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3007056.500000 Penalty: 4934.270508
	Iteration 82Q: 3 clusters Score -3007056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3007057.000000 Penalty: 4934.270508
	Iteration 83Q: 3 clusters Score -3007057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3007055.500000 Penalty: 4934.270508
	Iteration 84Q: 3 clusters Score -3007056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3007055.500000 Penalty: 4934.270508
	Iteration 85F: 3 clusters Score -3007056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -298752.781250 Penalty: 1878.235718
	Iteration 0F: 2 clusters Score -298752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -296185.500000 Penalty: 3756.471436
	Iteration 0F: 3 clusters Score -296185.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -296621.875000 Penalty: 3756.471436
	Iteration 1F: 3 clusters Score -296621.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -296727.187500 Penalty: 3756.471436
	Iteration 2F: 3 clusters Score -296727.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296776.906250 Penalty: 3756.471436
	Iteration 3Q: 3 clusters Score -296776.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296801.656250 Penalty: 3756.471436
	Iteration 4Q: 3 clusters Score -296801.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296823.062500 Penalty: 3756.471436
	Iteration 5Q: 3 clusters Score -296823.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -296834.000000 Penalty: 3756.471436
	Iteration 6Q: 3 clusters Score -296834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -296842.656250 Penalty: 3756.471436
	Iteration 7Q: 3 clusters Score -296842.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -296849.562500 Penalty: 3756.471436
	Iteration 8Q: 3 clusters Score -296849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -296853.531250 Penalty: 3756.471436
	Iteration 9Q: 3 clusters Score -296853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -296859.843750 Penalty: 3756.471436
	Iteration 10Q: 3 clusters Score -296859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -296866.187500 Penalty: 3756.471436
	Iteration 11Q: 3 clusters Score -296866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -296870.531250 Penalty: 3756.471436
	Iteration 12Q: 3 clusters Score -296870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -296873.312500 Penalty: 3756.471436
	Iteration 13Q: 3 clusters Score -296873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -296876.125000 Penalty: 3756.471436
	Iteration 14Q: 3 clusters Score -296876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296876.937500 Penalty: 3756.471436
	Iteration 15Q: 3 clusters Score -296876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -296877.656250 Penalty: 3756.471436
	Iteration 16Q: 3 clusters Score -296877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -296877.750000 Penalty: 3756.471436
	Iteration 17Q: 3 clusters Score -296877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -296877.750000 Penalty: 3756.471436
	Iteration 18F: 3 clusters Score -296877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -186739.500000 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -186739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -184590.484375 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -184590.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184965.890625 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -184965.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -185050.421875 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -185050.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -185098.375000 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -185098.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -185140.671875 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -185140.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185186.343750 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -185186.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -185234.578125 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -185234.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185276.406250 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -185276.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -185311.671875 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -185311.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -185347.546875 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -185347.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185377.921875 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -185377.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -185407.875000 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -185407.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -185425.390625 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -185425.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185441.562500 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -185441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -185454.718750 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -185454.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185464.328125 Penalty: 3559.422363
	Iteration 15Q: 3 clusters Score -185464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185471.375000 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -185471.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185481.687500 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -185481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185488.312500 Penalty: 3559.422363
	Iteration 18Q: 3 clusters Score -185488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185490.812500 Penalty: 3559.422363
	Iteration 19Q: 3 clusters Score -185490.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -185492.156250 Penalty: 3559.422363
	Iteration 20F: 3 clusters Score -185492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185494.296875 Penalty: 3559.422363
	Iteration 21Q: 3 clusters Score -185494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185500.187500 Penalty: 3559.422363
	Iteration 22Q: 3 clusters Score -185500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185505.046875 Penalty: 3559.422363
	Iteration 23Q: 3 clusters Score -185505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185506.687500 Penalty: 3559.422363
	Iteration 24Q: 3 clusters Score -185506.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185509.984375 Penalty: 3559.422363
	Iteration 25Q: 3 clusters Score -185510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185511.062500 Penalty: 3559.422363
	Iteration 26Q: 3 clusters Score -185511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185511.062500 Penalty: 3559.422363
	Iteration 27F: 3 clusters Score -185511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Entering Unmasked Estep 
Score: -5308436.500000 Penalty: 2596.649902
	Iteration 0F: 2 clusters Score -5308436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -5284524.000000 Penalty: 5193.299805
	Iteration 0F: 3 clusters Score -5284524 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5293462.500000 Penalty: 5193.299805
	Iteration 1F: 3 clusters Score -5293462 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5294365.000000 Penalty: 5193.299805
	Iteration 2F: 3 clusters Score -5294365 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5295451.000000 Penalty: 5193.299805
	Iteration 3F: 3 clusters Score -5295451 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5296562.000000 Penalty: 5193.299805
	Iteration 4F: 3 clusters Score -5296562 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5297719.500000 Penalty: 5193.299805
	Iteration 5F: 3 clusters Score -5297720 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5298983.000000 Penalty: 5193.299805
	Iteration 6F: 3 clusters Score -5298983 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5300425.500000 Penalty: 5193.299805
	Iteration 7F: 3 clusters Score -5300426 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -5301880.500000 Penalty: 5193.299805
	Iteration 8F: 3 clusters Score -5301880 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -5303174.000000 Penalty: 5193.299805
	Iteration 9Q: 3 clusters Score -5303174 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5304175.500000 Penalty: 5193.299805
	Iteration 10Q: 3 clusters Score -5304176 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5304903.500000 Penalty: 5193.299805
	Iteration 11Q: 3 clusters Score -5304904 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5305367.500000 Penalty: 5193.299805
	Iteration 12Q: 3 clusters Score -5305368 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5305654.000000 Penalty: 5193.299805
	Iteration 13Q: 3 clusters Score -5305654 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5305836.500000 Penalty: 5193.299805
	Iteration 14Q: 3 clusters Score -5305836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5305957.500000 Penalty: 5193.299805
	Iteration 15Q: 3 clusters Score -5305958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5306031.500000 Penalty: 5193.299805
	Iteration 16Q: 3 clusters Score -5306032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5306082.000000 Penalty: 5193.299805
	Iteration 17Q: 3 clusters Score -5306082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5306110.000000 Penalty: 5193.299805
	Iteration 18Q: 3 clusters Score -5306110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5306142.500000 Penalty: 5193.299805
	Iteration 19Q: 3 clusters Score -5306142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5306171.500000 Penalty: 5193.299805
	Iteration 20F: 3 clusters Score -5306172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5306184.500000 Penalty: 5193.299805
	Iteration 21Q: 3 clusters Score -5306184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5306207.500000 Penalty: 5193.299805
	Iteration 22Q: 3 clusters Score -5306208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5306212.500000 Penalty: 5193.299805
	Iteration 23Q: 3 clusters Score -5306212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5306230.000000 Penalty: 5193.299805
	Iteration 24Q: 3 clusters Score -5306230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5306236.000000 Penalty: 5193.299805
	Iteration 25Q: 3 clusters Score -5306236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5306246.000000 Penalty: 5193.299805
	Iteration 26Q: 3 clusters Score -5306246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5306251.500000 Penalty: 5193.299805
	Iteration 27Q: 3 clusters Score -5306252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5306250.000000 Penalty: 5193.299805
	Iteration 28Q: 3 clusters Score -5306250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5306252.500000 Penalty: 5193.299805
	Iteration 29Q: 3 clusters Score -5306252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5306256.000000 Penalty: 5193.299805
	Iteration 30Q: 3 clusters Score -5306256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5306256.000000 Penalty: 5193.299805
	Iteration 31F: 3 clusters Score -5306256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Entering Unmasked Estep 
Score: -2768295.750000 Penalty: 2431.131348
	Iteration 0F: 2 clusters Score -2768296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2755466.250000 Penalty: 4862.262695
	Iteration 0F: 3 clusters Score -2755466 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2759617.000000 Penalty: 4862.262695
	Iteration 1F: 3 clusters Score -2759617 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2759967.750000 Penalty: 4862.262695
	Iteration 2F: 3 clusters Score -2759968 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2760243.500000 Penalty: 4862.262695
	Iteration 3Q: 3 clusters Score -2760244 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2760465.000000 Penalty: 4862.262695
	Iteration 4Q: 3 clusters Score -2760465 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2760649.750000 Penalty: 4862.262695
	Iteration 5Q: 3 clusters Score -2760650 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2760794.500000 Penalty: 4862.262695
	Iteration 6Q: 3 clusters Score -2760794 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2760940.750000 Penalty: 4862.262695
	Iteration 7Q: 3 clusters Score -2760941 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2761077.500000 Penalty: 4862.262695
	Iteration 8Q: 3 clusters Score -2761078 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2761223.250000 Penalty: 4862.262695
	Iteration 9Q: 3 clusters Score -2761223 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2761365.500000 Penalty: 4862.262695
	Iteration 10Q: 3 clusters Score -2761366 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2761505.250000 Penalty: 4862.262695
	Iteration 11Q: 3 clusters Score -2761505 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2761704.000000 Penalty: 4862.262695
	Iteration 12Q: 3 clusters Score -2761704 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2761953.000000 Penalty: 4862.262695
	Iteration 13Q: 3 clusters Score -2761953 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2762225.000000 Penalty: 4862.262695
	Iteration 14Q: 3 clusters Score -2762225 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2762455.750000 Penalty: 4862.262695
	Iteration 15Q: 3 clusters Score -2762456 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2762704.500000 Penalty: 4862.262695
	Iteration 16Q: 3 clusters Score -2762704 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2762946.750000 Penalty: 4862.262695
	Iteration 17Q: 3 clusters Score -2762947 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2763164.250000 Penalty: 4862.262695
	Iteration 18Q: 3 clusters Score -2763164 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2763381.000000 Penalty: 4862.262695
	Iteration 19Q: 3 clusters Score -2763381 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2763573.250000 Penalty: 4862.262695
	Iteration 20F: 3 clusters Score -2763573 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2763798.500000 Penalty: 4862.262695
	Iteration 21Q: 3 clusters Score -2763798 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2764007.250000 Penalty: 4862.262695
	Iteration 22Q: 3 clusters Score -2764007 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2764182.750000 Penalty: 4862.262695
	Iteration 23Q: 3 clusters Score -2764183 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2764361.750000 Penalty: 4862.262695
	Iteration 24Q: 3 clusters Score -2764362 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2764520.000000 Penalty: 4862.262695
	Iteration 25Q: 3 clusters Score -2764520 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2764695.000000 Penalty: 4862.262695
	Iteration 26Q: 3 clusters Score -2764695 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2764852.250000 Penalty: 4862.262695
	Iteration 27Q: 3 clusters Score -2764852 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2765008.750000 Penalty: 4862.262695
	Iteration 28Q: 3 clusters Score -2765009 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2765167.000000 Penalty: 4862.262695
	Iteration 29Q: 3 clusters Score -2765167 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2765315.500000 Penalty: 4862.262695
	Iteration 30Q: 3 clusters Score -2765316 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2765464.500000 Penalty: 4862.262695
	Iteration 31Q: 3 clusters Score -2765464 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2765592.250000 Penalty: 4862.262695
	Iteration 32Q: 3 clusters Score -2765592 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2765680.000000 Penalty: 4862.262695
	Iteration 33Q: 3 clusters Score -2765680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2765750.750000 Penalty: 4862.262695
	Iteration 34Q: 3 clusters Score -2765751 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2765843.000000 Penalty: 4862.262695
	Iteration 35Q: 3 clusters Score -2765843 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2765913.000000 Penalty: 4862.262695
	Iteration 36Q: 3 clusters Score -2765913 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2765979.750000 Penalty: 4862.262695
	Iteration 37Q: 3 clusters Score -2765980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2766027.750000 Penalty: 4862.262695
	Iteration 38Q: 3 clusters Score -2766028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2766072.750000 Penalty: 4862.262695
	Iteration 39Q: 3 clusters Score -2766073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2766099.250000 Penalty: 4862.262695
	Iteration 40F: 3 clusters Score -2766099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2766127.000000 Penalty: 4862.262695
	Iteration 41Q: 3 clusters Score -2766127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2766154.500000 Penalty: 4862.262695
	Iteration 42Q: 3 clusters Score -2766154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2766173.750000 Penalty: 4862.262695
	Iteration 43Q: 3 clusters Score -2766174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2766191.750000 Penalty: 4862.262695
	Iteration 44Q: 3 clusters Score -2766192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2766210.750000 Penalty: 4862.262695
	Iteration 45Q: 3 clusters Score -2766211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2766217.750000 Penalty: 4862.262695
	Iteration 46Q: 3 clusters Score -2766218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2766230.000000 Penalty: 4862.262695
	Iteration 47Q: 3 clusters Score -2766230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2766243.750000 Penalty: 4862.262695
	Iteration 48Q: 3 clusters Score -2766244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2766255.500000 Penalty: 4862.262695
	Iteration 49Q: 3 clusters Score -2766256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2766265.750000 Penalty: 4862.262695
	Iteration 50Q: 3 clusters Score -2766266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2766271.750000 Penalty: 4862.262695
	Iteration 51Q: 3 clusters Score -2766272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2766272.250000 Penalty: 4862.262695
	Iteration 52Q: 3 clusters Score -2766272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2766277.000000 Penalty: 4862.262695
	Iteration 53Q: 3 clusters Score -2766277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2766284.250000 Penalty: 4862.262695
	Iteration 54Q: 3 clusters Score -2766284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2766291.750000 Penalty: 4862.262695
	Iteration 55Q: 3 clusters Score -2766292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2766298.250000 Penalty: 4862.262695
	Iteration 56Q: 3 clusters Score -2766298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2766306.000000 Penalty: 4862.262695
	Iteration 57Q: 3 clusters Score -2766306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2766314.000000 Penalty: 4862.262695
	Iteration 58Q: 3 clusters Score -2766314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2766321.750000 Penalty: 4862.262695
	Iteration 59Q: 3 clusters Score -2766322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2766319.750000 Penalty: 4862.262695
	Iteration 60F: 3 clusters Score -2766320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2766318.500000 Penalty: 4862.262695
	Iteration 61Q: 3 clusters Score -2766318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2766321.500000 Penalty: 4862.262695
	Iteration 62Q: 3 clusters Score -2766322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2766324.250000 Penalty: 4862.262695
	Iteration 63Q: 3 clusters Score -2766324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2766325.250000 Penalty: 4862.262695
	Iteration 64Q: 3 clusters Score -2766325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2766325.250000 Penalty: 4862.262695
	Iteration 65F: 3 clusters Score -2766325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -505302.812500 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -505302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -501799.500000 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -501799.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -502574.125000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -502574.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -502774.062500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -502774.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -502919.062500 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -502919.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -503018.937500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -503018.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -503084.218750 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -503084.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -503135.812500 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -503135.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -503184.250000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -503184.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -503226.468750 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -503226.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -503265.125000 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -503265.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -503293.500000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -503293.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -503320.406250 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -503320.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -503339.687500 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -503339.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -503358.250000 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -503358.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -503380.656250 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -503380.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -503401.562500 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -503401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -503433.062500 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -503433.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -503464.781250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -503464.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -503487.343750 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -503487.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -503505.875000 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -503505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -503516.593750 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -503516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -503525.875000 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -503525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -503531.875000 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -503531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -503539.718750 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -503539.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -503549.250000 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -503549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -503552.750000 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -503552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -503556.312500 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -503556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -503557.937500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -503557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -503559.718750 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -503559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -503561.718750 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -503561.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -503561.781250 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -503561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -503563.281250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -503563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -503563.375000 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -503563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -503564.000000 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -503564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -503564.718750 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -503564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -503565.750000 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -503565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -503566.406250 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -503566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -503566.968750 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -503567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -503567.781250 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -503567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -503567.781250 Penalty: 4026.334961
	Iteration 39F: 3 clusters Score -503567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -531790.937500 Penalty: 2049.753662
	Iteration 0F: 2 clusters Score -531790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -528034.562500 Penalty: 4099.507324
	Iteration 0F: 3 clusters Score -528034.6 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -529000.875000 Penalty: 4099.507324
	Iteration 1F: 3 clusters Score -529000.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -529350.687500 Penalty: 4099.507324
	Iteration 2F: 3 clusters Score -529350.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -529681.062500 Penalty: 4099.507324
	Iteration 3F: 3 clusters Score -529681.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -530012.062500 Penalty: 4099.507324
	Iteration 4F: 3 clusters Score -530012.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -530294.125000 Penalty: 4099.507324
	Iteration 5F: 3 clusters Score -530294.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -530509.125000 Penalty: 4099.507324
	Iteration 6F: 3 clusters Score -530509.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -530645.187500 Penalty: 4099.507324
	Iteration 7Q: 3 clusters Score -530645.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -530745.937500 Penalty: 4099.507324
	Iteration 8Q: 3 clusters Score -530745.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -530814.125000 Penalty: 4099.507324
	Iteration 9Q: 3 clusters Score -530814.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -530860.312500 Penalty: 4099.507324
	Iteration 10Q: 3 clusters Score -530860.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -530892.437500 Penalty: 4099.507324
	Iteration 11Q: 3 clusters Score -530892.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -530915.937500 Penalty: 4099.507324
	Iteration 12Q: 3 clusters Score -530915.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -530934.625000 Penalty: 4099.507324
	Iteration 13Q: 3 clusters Score -530934.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -530949.062500 Penalty: 4099.507324
	Iteration 14Q: 3 clusters Score -530949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -530959.437500 Penalty: 4099.507324
	Iteration 15Q: 3 clusters Score -530959.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -530966.812500 Penalty: 4099.507324
	Iteration 16Q: 3 clusters Score -530966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -530971.062500 Penalty: 4099.507324
	Iteration 17Q: 3 clusters Score -530971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -530975.500000 Penalty: 4099.507324
	Iteration 18Q: 3 clusters Score -530975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -530977.000000 Penalty: 4099.507324
	Iteration 19Q: 3 clusters Score -530977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -530976.375000 Penalty: 4099.507324
	Iteration 20F: 3 clusters Score -530976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -530979.250000 Penalty: 4099.507324
	Iteration 21Q: 3 clusters Score -530979.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -530983.000000 Penalty: 4099.507324
	Iteration 22Q: 3 clusters Score -530983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -530983.187500 Penalty: 4099.507324
	Iteration 23Q: 3 clusters Score -530983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -530984.062500 Penalty: 4099.507324
	Iteration 24Q: 3 clusters Score -530984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -530984.687500 Penalty: 4099.507324
	Iteration 25Q: 3 clusters Score -530984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -530984.687500 Penalty: 4099.507324
	Iteration 26F: 3 clusters Score -530984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Entering Unmasked Estep 
Score: -6273451.500000 Penalty: 2632.864258
	Iteration 0F: 2 clusters Score -6273452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6245600.000000 Penalty: 5265.728516
	Iteration 0F: 3 clusters Score -6245600 nChanged 18740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -6255893.000000 Penalty: 5265.728516
	Iteration 1F: 3 clusters Score -6255893 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6256369.500000 Penalty: 5265.728516
	Iteration 2Q: 3 clusters Score -6256370 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -6256945.500000 Penalty: 5265.728516
	Iteration 3Q: 3 clusters Score -6256946 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -6257685.500000 Penalty: 5265.728516
	Iteration 4Q: 3 clusters Score -6257686 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6258616.500000 Penalty: 5265.728516
	Iteration 5Q: 3 clusters Score -6258616 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -6259754.000000 Penalty: 5265.728516
	Iteration 6F: 3 clusters Score -6259754 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6261362.000000 Penalty: 5265.728516
	Iteration 7F: 3 clusters Score -6261362 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -6263282.500000 Penalty: 5265.728516
	Iteration 8F: 3 clusters Score -6263282 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -6265443.000000 Penalty: 5265.728516
	Iteration 9F: 3 clusters Score -6265443 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -6267459.000000 Penalty: 5265.728516
	Iteration 10F: 3 clusters Score -6267459 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6269041.500000 Penalty: 5265.728516
	Iteration 11Q: 3 clusters Score -6269042 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6270050.000000 Penalty: 5265.728516
	Iteration 12Q: 3 clusters Score -6270050 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6270710.500000 Penalty: 5265.728516
	Iteration 13Q: 3 clusters Score -6270710 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -6271064.500000 Penalty: 5265.728516
	Iteration 14Q: 3 clusters Score -6271064 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6271277.000000 Penalty: 5265.728516
	Iteration 15Q: 3 clusters Score -6271277 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6271408.000000 Penalty: 5265.728516
	Iteration 16Q: 3 clusters Score -6271408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6271494.500000 Penalty: 5265.728516
	Iteration 17Q: 3 clusters Score -6271494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6271563.000000 Penalty: 5265.728516
	Iteration 18Q: 3 clusters Score -6271563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6271601.000000 Penalty: 5265.728516
	Iteration 19Q: 3 clusters Score -6271601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6271643.000000 Penalty: 5265.728516
	Iteration 20F: 3 clusters Score -6271643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6271662.500000 Penalty: 5265.728516
	Iteration 21Q: 3 clusters Score -6271662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6271677.000000 Penalty: 5265.728516
	Iteration 22Q: 3 clusters Score -6271677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6271692.500000 Penalty: 5265.728516
	Iteration 23Q: 3 clusters Score -6271692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6271718.500000 Penalty: 5265.728516
	Iteration 24Q: 3 clusters Score -6271718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6271733.500000 Penalty: 5265.728516
	Iteration 25Q: 3 clusters Score -6271734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6271735.000000 Penalty: 5265.728516
	Iteration 26Q: 3 clusters Score -6271735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6271727.000000 Penalty: 5265.728516
	Iteration 27Q: 3 clusters Score -6271727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6271730.000000 Penalty: 5265.728516
	Iteration 28Q: 3 clusters Score -6271730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6271743.500000 Penalty: 5265.728516
	Iteration 29Q: 3 clusters Score -6271744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6271741.500000 Penalty: 5265.728516
	Iteration 30Q: 3 clusters Score -6271742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6271747.000000 Penalty: 5265.728516
	Iteration 31Q: 3 clusters Score -6271747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6271754.500000 Penalty: 5265.728516
	Iteration 32Q: 3 clusters Score -6271754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6271765.500000 Penalty: 5265.728516
	Iteration 33Q: 3 clusters Score -6271766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6271764.000000 Penalty: 5265.728516
	Iteration 34Q: 3 clusters Score -6271764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6271772.500000 Penalty: 5265.728516
	Iteration 35Q: 3 clusters Score -6271772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6271763.500000 Penalty: 5265.728516
	Iteration 36Q: 3 clusters Score -6271764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6271756.000000 Penalty: 5265.728516
	Iteration 37Q: 3 clusters Score -6271756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6271768.500000 Penalty: 5265.728516
	Iteration 38Q: 3 clusters Score -6271768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6271758.500000 Penalty: 5265.728516
	Iteration 39Q: 3 clusters Score -6271758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6271765.500000 Penalty: 5265.728516
	Iteration 40F: 3 clusters Score -6271766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6271767.500000 Penalty: 5265.728516
	Iteration 41Q: 3 clusters Score -6271768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6271772.000000 Penalty: 5265.728516
	Iteration 42Q: 3 clusters Score -6271772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6271777.000000 Penalty: 5265.728516
	Iteration 43Q: 3 clusters Score -6271777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6271781.000000 Penalty: 5265.728516
	Iteration 44Q: 3 clusters Score -6271781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6271780.500000 Penalty: 5265.728516
	Iteration 45Q: 3 clusters Score -6271780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6271784.000000 Penalty: 5265.728516
	Iteration 46Q: 3 clusters Score -6271784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6271781.000000 Penalty: 5265.728516
	Iteration 47Q: 3 clusters Score -6271781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6271782.000000 Penalty: 5265.728516
	Iteration 48Q: 3 clusters Score -6271782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6271782.000000 Penalty: 5265.728516
	Iteration 49F: 3 clusters Score -6271782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Entering Unmasked Estep 
Score: -17304726.000000 Penalty: 2884.120117
	Iteration 0F: 2 clusters Score -1.730473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -17232932.000000 Penalty: 5768.240234
	Iteration 0F: 3 clusters Score -1.723293e+07 nChanged 53431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -17264010.000000 Penalty: 5768.240234
	Iteration 1F: 3 clusters Score -1.726401e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -17265184.000000 Penalty: 5768.240234
	Iteration 2Q: 3 clusters Score -1.726518e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -17266778.000000 Penalty: 5768.240234
	Iteration 3Q: 3 clusters Score -1.726678e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -17268900.000000 Penalty: 5768.240234
	Iteration 4Q: 3 clusters Score -1.72689e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -17271688.000000 Penalty: 5768.240234
	Iteration 5Q: 3 clusters Score -1.727169e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -17275024.000000 Penalty: 5768.240234
	Iteration 6F: 3 clusters Score -1.727502e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -17278882.000000 Penalty: 5768.240234
	Iteration 7F: 3 clusters Score -1.727888e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -17283562.000000 Penalty: 5768.240234
	Iteration 8F: 3 clusters Score -1.728356e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -17288308.000000 Penalty: 5768.240234
	Iteration 9F: 3 clusters Score -1.728831e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -17291318.000000 Penalty: 5768.240234
	Iteration 10F: 3 clusters Score -1.729132e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -17292922.000000 Penalty: 5768.240234
	Iteration 11Q: 3 clusters Score -1.729292e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -17293638.000000 Penalty: 5768.240234
	Iteration 12Q: 3 clusters Score -1.729364e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -17294076.000000 Penalty: 5768.240234
	Iteration 13Q: 3 clusters Score -1.729408e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -17294392.000000 Penalty: 5768.240234
	Iteration 14Q: 3 clusters Score -1.729439e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -17294752.000000 Penalty: 5768.240234
	Iteration 15Q: 3 clusters Score -1.729475e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -17295154.000000 Penalty: 5768.240234
	Iteration 16Q: 3 clusters Score -1.729515e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -17295490.000000 Penalty: 5768.240234
	Iteration 17Q: 3 clusters Score -1.729549e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -17295712.000000 Penalty: 5768.240234
	Iteration 18Q: 3 clusters Score -1.729571e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -17295978.000000 Penalty: 5768.240234
	Iteration 19Q: 3 clusters Score -1.729598e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -17296120.000000 Penalty: 5768.240234
	Iteration 20F: 3 clusters Score -1.729612e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -17296240.000000 Penalty: 5768.240234
	Iteration 21Q: 3 clusters Score -1.729624e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -17296416.000000 Penalty: 5768.240234
	Iteration 22Q: 3 clusters Score -1.729642e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -17296638.000000 Penalty: 5768.240234
	Iteration 23Q: 3 clusters Score -1.729664e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -17296760.000000 Penalty: 5768.240234
	Iteration 24Q: 3 clusters Score -1.729676e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -17296828.000000 Penalty: 5768.240234
	Iteration 25Q: 3 clusters Score -1.729683e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -17296846.000000 Penalty: 5768.240234
	Iteration 26Q: 3 clusters Score -1.729685e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -17296954.000000 Penalty: 5768.240234
	Iteration 27Q: 3 clusters Score -1.729695e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -17296976.000000 Penalty: 5768.240234
	Iteration 28Q: 3 clusters Score -1.729698e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -17297000.000000 Penalty: 5768.240234
	Iteration 29Q: 3 clusters Score -1.7297e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -17296992.000000 Penalty: 5768.240234
	Iteration 30Q: 3 clusters Score -1.729699e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -17297050.000000 Penalty: 5768.240234
	Iteration 31Q: 3 clusters Score -1.729705e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -17297010.000000 Penalty: 5768.240234
	Iteration 32Q: 3 clusters Score -1.729701e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -17297050.000000 Penalty: 5768.240234
	Iteration 33Q: 3 clusters Score -1.729705e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -17297052.000000 Penalty: 5768.240234
	Iteration 34Q: 3 clusters Score -1.729705e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -17297050.000000 Penalty: 5768.240234
	Iteration 35Q: 3 clusters Score -1.729705e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -17297088.000000 Penalty: 5768.240234
	Iteration 36Q: 3 clusters Score -1.729709e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -17297076.000000 Penalty: 5768.240234
	Iteration 37Q: 3 clusters Score -1.729708e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -17297084.000000 Penalty: 5768.240234
	Iteration 38Q: 3 clusters Score -1.729708e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -17297126.000000 Penalty: 5768.240234
	Iteration 39Q: 3 clusters Score -1.729713e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -17297126.000000 Penalty: 5768.240234
	Iteration 40F: 3 clusters Score -1.729713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -17297128.000000 Penalty: 5768.240234
	Iteration 41Q: 3 clusters Score -1.729713e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -17297132.000000 Penalty: 5768.240234
	Iteration 42Q: 3 clusters Score -1.729713e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -17297132.000000 Penalty: 5768.240234
	Iteration 43Q: 3 clusters Score -1.729713e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -17297158.000000 Penalty: 5768.240234
	Iteration 44Q: 3 clusters Score -1.729716e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -17297156.000000 Penalty: 5768.240234
	Iteration 45Q: 3 clusters Score -1.729716e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -17297132.000000 Penalty: 5768.240234
	Iteration 46Q: 3 clusters Score -1.729713e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -17297136.000000 Penalty: 5768.240234
	Iteration 47Q: 3 clusters Score -1.729714e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -17297128.000000 Penalty: 5768.240234
	Iteration 48Q: 3 clusters Score -1.729713e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -17297122.000000 Penalty: 5768.240234
	Iteration 49Q: 3 clusters Score -1.729712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -17297108.000000 Penalty: 5768.240234
	Iteration 50Q: 3 clusters Score -1.729711e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -17297100.000000 Penalty: 5768.240234
	Iteration 51Q: 3 clusters Score -1.72971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -17297102.000000 Penalty: 5768.240234
	Iteration 52Q: 3 clusters Score -1.72971e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -17297080.000000 Penalty: 5768.240234
	Iteration 53Q: 3 clusters Score -1.729708e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -17297094.000000 Penalty: 5768.240234
	Iteration 54Q: 3 clusters Score -1.729709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -17297102.000000 Penalty: 5768.240234
	Iteration 55Q: 3 clusters Score -1.72971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -17297098.000000 Penalty: 5768.240234
	Iteration 56Q: 3 clusters Score -1.72971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -17297088.000000 Penalty: 5768.240234
	Iteration 57Q: 3 clusters Score -1.729709e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -17297108.000000 Penalty: 5768.240234
	Iteration 58Q: 3 clusters Score -1.729711e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -17297098.000000 Penalty: 5768.240234
	Iteration 59Q: 3 clusters Score -1.72971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -17297090.000000 Penalty: 5768.240234
	Iteration 60F: 3 clusters Score -1.729709e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -17297076.000000 Penalty: 5768.240234
	Iteration 61Q: 3 clusters Score -1.729708e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -17297086.000000 Penalty: 5768.240234
	Iteration 62Q: 3 clusters Score -1.729709e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -17297072.000000 Penalty: 5768.240234
	Iteration 63Q: 3 clusters Score -1.729707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -17297078.000000 Penalty: 5768.240234
	Iteration 64Q: 3 clusters Score -1.729708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -17297072.000000 Penalty: 5768.240234
	Iteration 65Q: 3 clusters Score -1.729707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -17297070.000000 Penalty: 5768.240234
	Iteration 66Q: 3 clusters Score -1.729707e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -17297062.000000 Penalty: 5768.240234
	Iteration 67Q: 3 clusters Score -1.729706e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -17297098.000000 Penalty: 5768.240234
	Iteration 68Q: 3 clusters Score -1.72971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -17297090.000000 Penalty: 5768.240234
	Iteration 69Q: 3 clusters Score -1.729709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -17297116.000000 Penalty: 5768.240234
	Iteration 70Q: 3 clusters Score -1.729712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -17297146.000000 Penalty: 5768.240234
	Iteration 71Q: 3 clusters Score -1.729715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -17297146.000000 Penalty: 5768.240234
	Iteration 72Q: 3 clusters Score -1.729715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -17297152.000000 Penalty: 5768.240234
	Iteration 73Q: 3 clusters Score -1.729715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -17297152.000000 Penalty: 5768.240234
	Iteration 74Q: 3 clusters Score -1.729715e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -17297158.000000 Penalty: 5768.240234
	Iteration 75Q: 3 clusters Score -1.729716e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -17297150.000000 Penalty: 5768.240234
	Iteration 76Q: 3 clusters Score -1.729715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -17297154.000000 Penalty: 5768.240234
	Iteration 77Q: 3 clusters Score -1.729715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -17297160.000000 Penalty: 5768.240234
	Iteration 78Q: 3 clusters Score -1.729716e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -17297174.000000 Penalty: 5768.240234
	Iteration 79Q: 3 clusters Score -1.729717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -17297164.000000 Penalty: 5768.240234
	Iteration 80F: 3 clusters Score -1.729716e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -17297154.000000 Penalty: 5768.240234
	Iteration 81Q: 3 clusters Score -1.729715e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -17297132.000000 Penalty: 5768.240234
	Iteration 82Q: 3 clusters Score -1.729713e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -17297174.000000 Penalty: 5768.240234
	Iteration 83Q: 3 clusters Score -1.729717e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -17297188.000000 Penalty: 5768.240234
	Iteration 84Q: 3 clusters Score -1.729719e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -17297182.000000 Penalty: 5768.240234
	Iteration 85Q: 3 clusters Score -1.729718e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -17297202.000000 Penalty: 5768.240234
	Iteration 86Q: 3 clusters Score -1.72972e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -17297224.000000 Penalty: 5768.240234
	Iteration 87Q: 3 clusters Score -1.729722e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -17297226.000000 Penalty: 5768.240234
	Iteration 88Q: 3 clusters Score -1.729723e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -17297244.000000 Penalty: 5768.240234
	Iteration 89Q: 3 clusters Score -1.729724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -17297256.000000 Penalty: 5768.240234
	Iteration 90Q: 3 clusters Score -1.729726e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -17297260.000000 Penalty: 5768.240234
	Iteration 91Q: 3 clusters Score -1.729726e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -17297274.000000 Penalty: 5768.240234
	Iteration 92Q: 3 clusters Score -1.729727e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -17297274.000000 Penalty: 5768.240234
	Iteration 93Q: 3 clusters Score -1.729727e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -17297268.000000 Penalty: 5768.240234
	Iteration 94Q: 3 clusters Score -1.729727e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -17297274.000000 Penalty: 5768.240234
	Iteration 95Q: 3 clusters Score -1.729727e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -17297292.000000 Penalty: 5768.240234
	Iteration 96Q: 3 clusters Score -1.729729e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -17297296.000000 Penalty: 5768.240234
	Iteration 97Q: 3 clusters Score -1.72973e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -17297308.000000 Penalty: 5768.240234
	Iteration 98Q: 3 clusters Score -1.729731e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -17297342.000000 Penalty: 5768.240234
	Iteration 99Q: 3 clusters Score -1.729734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -17297358.000000 Penalty: 5768.240234
	Iteration 100F: 3 clusters Score -1.729736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -17297378.000000 Penalty: 5768.240234
	Iteration 101Q: 3 clusters Score -1.729738e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -17297376.000000 Penalty: 5768.240234
	Iteration 102Q: 3 clusters Score -1.729738e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64090 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -17297386.000000 Penalty: 5768.240234
	Iteration 103Q: 3 clusters Score -1.729739e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -17297390.000000 Penalty: 5768.240234
	Iteration 104Q: 3 clusters Score -1.729739e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -17297394.000000 Penalty: 5768.240234
	Iteration 105Q: 3 clusters Score -1.729739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -17297416.000000 Penalty: 5768.240234
	Iteration 106Q: 3 clusters Score -1.729742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -17297412.000000 Penalty: 5768.240234
	Iteration 107Q: 3 clusters Score -1.729741e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -17297410.000000 Penalty: 5768.240234
	Iteration 108Q: 3 clusters Score -1.729741e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -17297416.000000 Penalty: 5768.240234
	Iteration 109Q: 3 clusters Score -1.729742e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -17297420.000000 Penalty: 5768.240234
	Iteration 110Q: 3 clusters Score -1.729742e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -17297440.000000 Penalty: 5768.240234
	Iteration 111Q: 3 clusters Score -1.729744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -17297424.000000 Penalty: 5768.240234
	Iteration 112Q: 3 clusters Score -1.729742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -17297436.000000 Penalty: 5768.240234
	Iteration 113Q: 3 clusters Score -1.729744e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -17297438.000000 Penalty: 5768.240234
	Iteration 114Q: 3 clusters Score -1.729744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -17297454.000000 Penalty: 5768.240234
	Iteration 115Q: 3 clusters Score -1.729745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -17297450.000000 Penalty: 5768.240234
	Iteration 116Q: 3 clusters Score -1.729745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -17297444.000000 Penalty: 5768.240234
	Iteration 117Q: 3 clusters Score -1.729744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -17297444.000000 Penalty: 5768.240234
	Iteration 118Q: 3 clusters Score -1.729744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -17297432.000000 Penalty: 5768.240234
	Iteration 119Q: 3 clusters Score -1.729743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -17297470.000000 Penalty: 5768.240234
	Iteration 120F: 3 clusters Score -1.729747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -17297478.000000 Penalty: 5768.240234
	Iteration 121Q: 3 clusters Score -1.729748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64832 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -17297470.000000 Penalty: 5768.240234
	Iteration 122Q: 3 clusters Score -1.729747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -17297464.000000 Penalty: 5768.240234
	Iteration 123Q: 3 clusters Score -1.729746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -17297464.000000 Penalty: 5768.240234
	Iteration 124Q: 3 clusters Score -1.729746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -17297486.000000 Penalty: 5768.240234
	Iteration 125Q: 3 clusters Score -1.729749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -17297474.000000 Penalty: 5768.240234
	Iteration 126Q: 3 clusters Score -1.729747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -17297514.000000 Penalty: 5768.240234
	Iteration 127Q: 3 clusters Score -1.729751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -17297486.000000 Penalty: 5768.240234
	Iteration 128Q: 3 clusters Score -1.729749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -17297464.000000 Penalty: 5768.240234
	Iteration 129Q: 3 clusters Score -1.729746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -17297496.000000 Penalty: 5768.240234
	Iteration 130Q: 3 clusters Score -1.72975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65037 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -17297520.000000 Penalty: 5768.240234
	Iteration 131Q: 3 clusters Score -1.729752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -17297496.000000 Penalty: 5768.240234
	Iteration 132Q: 3 clusters Score -1.72975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -17297494.000000 Penalty: 5768.240234
	Iteration 133Q: 3 clusters Score -1.729749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -17297506.000000 Penalty: 5768.240234
	Iteration 134Q: 3 clusters Score -1.729751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -17297528.000000 Penalty: 5768.240234
	Iteration 135Q: 3 clusters Score -1.729753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -17297532.000000 Penalty: 5768.240234
	Iteration 136Q: 3 clusters Score -1.729753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -17297532.000000 Penalty: 5768.240234
	Iteration 137Q: 3 clusters Score -1.729753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -17297542.000000 Penalty: 5768.240234
	Iteration 138Q: 3 clusters Score -1.729754e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -17297562.000000 Penalty: 5768.240234
	Iteration 139Q: 3 clusters Score -1.729756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -17297548.000000 Penalty: 5768.240234
	Iteration 140F: 3 clusters Score -1.729755e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -17297560.000000 Penalty: 5768.240234
	Iteration 141Q: 3 clusters Score -1.729756e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -17297560.000000 Penalty: 5768.240234
	Iteration 142Q: 3 clusters Score -1.729756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -17297578.000000 Penalty: 5768.240234
	Iteration 143Q: 3 clusters Score -1.729758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -17297592.000000 Penalty: 5768.240234
	Iteration 144Q: 3 clusters Score -1.729759e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -17297600.000000 Penalty: 5768.240234
	Iteration 145Q: 3 clusters Score -1.72976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -17297584.000000 Penalty: 5768.240234
	Iteration 146Q: 3 clusters Score -1.729758e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -17297586.000000 Penalty: 5768.240234
	Iteration 147Q: 3 clusters Score -1.729759e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -17297598.000000 Penalty: 5768.240234
	Iteration 148Q: 3 clusters Score -1.72976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -17297594.000000 Penalty: 5768.240234
	Iteration 149Q: 3 clusters Score -1.729759e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -17297604.000000 Penalty: 5768.240234
	Iteration 150Q: 3 clusters Score -1.72976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -17297614.000000 Penalty: 5768.240234
	Iteration 151Q: 3 clusters Score -1.729761e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -17297640.000000 Penalty: 5768.240234
	Iteration 152Q: 3 clusters Score -1.729764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -17297648.000000 Penalty: 5768.240234
	Iteration 153Q: 3 clusters Score -1.729765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -17297640.000000 Penalty: 5768.240234
	Iteration 154Q: 3 clusters Score -1.729764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -17297612.000000 Penalty: 5768.240234
	Iteration 155Q: 3 clusters Score -1.729761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -17297616.000000 Penalty: 5768.240234
	Iteration 156Q: 3 clusters Score -1.729762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -17297614.000000 Penalty: 5768.240234
	Iteration 157Q: 3 clusters Score -1.729761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -17297604.000000 Penalty: 5768.240234
	Iteration 158Q: 3 clusters Score -1.72976e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -17297620.000000 Penalty: 5768.240234
	Iteration 159Q: 3 clusters Score -1.729762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -17297642.000000 Penalty: 5768.240234
	Iteration 160F: 3 clusters Score -1.729764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -17297654.000000 Penalty: 5768.240234
	Iteration 161Q: 3 clusters Score -1.729765e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -17297638.000000 Penalty: 5768.240234
	Iteration 162Q: 3 clusters Score -1.729764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -17297630.000000 Penalty: 5768.240234
	Iteration 163Q: 3 clusters Score -1.729763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -17297666.000000 Penalty: 5768.240234
	Iteration 164Q: 3 clusters Score -1.729767e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -17297660.000000 Penalty: 5768.240234
	Iteration 165Q: 3 clusters Score -1.729766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -17297650.000000 Penalty: 5768.240234
	Iteration 166Q: 3 clusters Score -1.729765e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -17297652.000000 Penalty: 5768.240234
	Iteration 167Q: 3 clusters Score -1.729765e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -17297662.000000 Penalty: 5768.240234
	Iteration 168Q: 3 clusters Score -1.729766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -17297674.000000 Penalty: 5768.240234
	Iteration 169Q: 3 clusters Score -1.729767e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -17297672.000000 Penalty: 5768.240234
	Iteration 170Q: 3 clusters Score -1.729767e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -17297698.000000 Penalty: 5768.240234
	Iteration 171Q: 3 clusters Score -1.72977e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -17297720.000000 Penalty: 5768.240234
	Iteration 172Q: 3 clusters Score -1.729772e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -17297716.000000 Penalty: 5768.240234
	Iteration 173Q: 3 clusters Score -1.729772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -17297716.000000 Penalty: 5768.240234
	Iteration 174Q: 3 clusters Score -1.729772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -17297738.000000 Penalty: 5768.240234
	Iteration 175Q: 3 clusters Score -1.729774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -17297752.000000 Penalty: 5768.240234
	Iteration 176Q: 3 clusters Score -1.729775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -17297740.000000 Penalty: 5768.240234
	Iteration 177Q: 3 clusters Score -1.729774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -17297752.000000 Penalty: 5768.240234
	Iteration 178Q: 3 clusters Score -1.729775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -17297772.000000 Penalty: 5768.240234
	Iteration 179Q: 3 clusters Score -1.729777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -17297766.000000 Penalty: 5768.240234
	Iteration 180F: 3 clusters Score -1.729777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -17297774.000000 Penalty: 5768.240234
	Iteration 181Q: 3 clusters Score -1.729777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -17297784.000000 Penalty: 5768.240234
	Iteration 182Q: 3 clusters Score -1.729778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66981 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -17297790.000000 Penalty: 5768.240234
	Iteration 183Q: 3 clusters Score -1.729779e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -17297788.000000 Penalty: 5768.240234
	Iteration 184Q: 3 clusters Score -1.729779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -17297818.000000 Penalty: 5768.240234
	Iteration 185Q: 3 clusters Score -1.729782e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -17297850.000000 Penalty: 5768.240234
	Iteration 186Q: 3 clusters Score -1.729785e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -17297862.000000 Penalty: 5768.240234
	Iteration 187Q: 3 clusters Score -1.729786e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -17297864.000000 Penalty: 5768.240234
	Iteration 188Q: 3 clusters Score -1.729786e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -17297906.000000 Penalty: 5768.240234
	Iteration 189Q: 3 clusters Score -1.729791e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -17297908.000000 Penalty: 5768.240234
	Iteration 190Q: 3 clusters Score -1.729791e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -17297878.000000 Penalty: 5768.240234
	Iteration 191Q: 3 clusters Score -1.729788e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -17297892.000000 Penalty: 5768.240234
	Iteration 192Q: 3 clusters Score -1.729789e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -17297908.000000 Penalty: 5768.240234
	Iteration 193Q: 3 clusters Score -1.729791e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -17297918.000000 Penalty: 5768.240234
	Iteration 194Q: 3 clusters Score -1.729792e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -17297936.000000 Penalty: 5768.240234
	Iteration 195Q: 3 clusters Score -1.729794e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -17297954.000000 Penalty: 5768.240234
	Iteration 196Q: 3 clusters Score -1.729795e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -17297968.000000 Penalty: 5768.240234
	Iteration 197Q: 3 clusters Score -1.729797e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -17297988.000000 Penalty: 5768.240234
	Iteration 198Q: 3 clusters Score -1.729799e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -17297990.000000 Penalty: 5768.240234
	Iteration 199Q: 3 clusters Score -1.729799e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -17298002.000000 Penalty: 5768.240234
	Iteration 200F: 3 clusters Score -1.7298e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -17298010.000000 Penalty: 5768.240234
	Iteration 201Q: 3 clusters Score -1.729801e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -17298030.000000 Penalty: 5768.240234
	Iteration 202Q: 3 clusters Score -1.729803e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -17298020.000000 Penalty: 5768.240234
	Iteration 203Q: 3 clusters Score -1.729802e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -17298014.000000 Penalty: 5768.240234
	Iteration 204Q: 3 clusters Score -1.729801e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -17298004.000000 Penalty: 5768.240234
	Iteration 205Q: 3 clusters Score -1.7298e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -17298000.000000 Penalty: 5768.240234
	Iteration 206Q: 3 clusters Score -1.7298e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -17298000.000000 Penalty: 5768.240234
	Iteration 207Q: 3 clusters Score -1.7298e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -17298062.000000 Penalty: 5768.240234
	Iteration 208Q: 3 clusters Score -1.729806e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -17298078.000000 Penalty: 5768.240234
	Iteration 209Q: 3 clusters Score -1.729808e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -17298100.000000 Penalty: 5768.240234
	Iteration 210Q: 3 clusters Score -1.72981e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -17298126.000000 Penalty: 5768.240234
	Iteration 211Q: 3 clusters Score -1.729813e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -17298180.000000 Penalty: 5768.240234
	Iteration 212Q: 3 clusters Score -1.729818e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -17298226.000000 Penalty: 5768.240234
	Iteration 213Q: 3 clusters Score -1.729823e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -17298268.000000 Penalty: 5768.240234
	Iteration 214Q: 3 clusters Score -1.729827e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -17298328.000000 Penalty: 5768.240234
	Iteration 215Q: 3 clusters Score -1.729833e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -17298378.000000 Penalty: 5768.240234
	Iteration 216Q: 3 clusters Score -1.729838e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -17298458.000000 Penalty: 5768.240234
	Iteration 217Q: 3 clusters Score -1.729846e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -17298510.000000 Penalty: 5768.240234
	Iteration 218Q: 3 clusters Score -1.729851e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72511 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -17298540.000000 Penalty: 5768.240234
	Iteration 219Q: 3 clusters Score -1.729854e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -17298574.000000 Penalty: 5768.240234
	Iteration 220F: 3 clusters Score -1.729857e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -17298634.000000 Penalty: 5768.240234
	Iteration 221Q: 3 clusters Score -1.729863e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -17298714.000000 Penalty: 5768.240234
	Iteration 222Q: 3 clusters Score -1.729871e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -17298776.000000 Penalty: 5768.240234
	Iteration 223Q: 3 clusters Score -1.729878e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -17298810.000000 Penalty: 5768.240234
	Iteration 224Q: 3 clusters Score -1.729881e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -17298868.000000 Penalty: 5768.240234
	Iteration 225Q: 3 clusters Score -1.729887e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -17298888.000000 Penalty: 5768.240234
	Iteration 226Q: 3 clusters Score -1.729889e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -17298922.000000 Penalty: 5768.240234
	Iteration 227Q: 3 clusters Score -1.729892e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -17298958.000000 Penalty: 5768.240234
	Iteration 228Q: 3 clusters Score -1.729896e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -17299004.000000 Penalty: 5768.240234
	Iteration 229Q: 3 clusters Score -1.7299e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -17299070.000000 Penalty: 5768.240234
	Iteration 230Q: 3 clusters Score -1.729907e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -17299136.000000 Penalty: 5768.240234
	Iteration 231Q: 3 clusters Score -1.729914e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -17299194.000000 Penalty: 5768.240234
	Iteration 232Q: 3 clusters Score -1.729919e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -17299202.000000 Penalty: 5768.240234
	Iteration 233Q: 3 clusters Score -1.72992e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -17299280.000000 Penalty: 5768.240234
	Iteration 234Q: 3 clusters Score -1.729928e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -17299350.000000 Penalty: 5768.240234
	Iteration 235Q: 3 clusters Score -1.729935e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -17299448.000000 Penalty: 5768.240234
	Iteration 236Q: 3 clusters Score -1.729945e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -17299512.000000 Penalty: 5768.240234
	Iteration 237Q: 3 clusters Score -1.729951e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -17299582.000000 Penalty: 5768.240234
	Iteration 238Q: 3 clusters Score -1.729958e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -17299692.000000 Penalty: 5768.240234
	Iteration 239Q: 3 clusters Score -1.729969e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -17299750.000000 Penalty: 5768.240234
	Iteration 240F: 3 clusters Score -1.729975e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -17299928.000000 Penalty: 5768.240234
	Iteration 241Q: 3 clusters Score -1.729993e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -17299982.000000 Penalty: 5768.240234
	Iteration 242Q: 3 clusters Score -1.729998e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -17300056.000000 Penalty: 5768.240234
	Iteration 243Q: 3 clusters Score -1.730006e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -17300130.000000 Penalty: 5768.240234
	Iteration 244Q: 3 clusters Score -1.730013e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -17300242.000000 Penalty: 5768.240234
	Iteration 245Q: 3 clusters Score -1.730024e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -17300362.000000 Penalty: 5768.240234
	Iteration 246Q: 3 clusters Score -1.730036e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -17300404.000000 Penalty: 5768.240234
	Iteration 247Q: 3 clusters Score -1.73004e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -17300422.000000 Penalty: 5768.240234
	Iteration 248Q: 3 clusters Score -1.730042e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -17300558.000000 Penalty: 5768.240234
	Iteration 249Q: 3 clusters Score -1.730056e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -17300684.000000 Penalty: 5768.240234
	Iteration 250Q: 3 clusters Score -1.730068e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -17300796.000000 Penalty: 5768.240234
	Iteration 251Q: 3 clusters Score -1.73008e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -17300886.000000 Penalty: 5768.240234
	Iteration 252Q: 3 clusters Score -1.730089e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -17301004.000000 Penalty: 5768.240234
	Iteration 253Q: 3 clusters Score -1.7301e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -17301098.000000 Penalty: 5768.240234
	Iteration 254Q: 3 clusters Score -1.73011e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -17301200.000000 Penalty: 5768.240234
	Iteration 255Q: 3 clusters Score -1.73012e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89618 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -17301314.000000 Penalty: 5768.240234
	Iteration 256Q: 3 clusters Score -1.730131e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -17301494.000000 Penalty: 5768.240234
	Iteration 257Q: 3 clusters Score -1.730149e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -17301638.000000 Penalty: 5768.240234
	Iteration 258Q: 3 clusters Score -1.730164e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -17301722.000000 Penalty: 5768.240234
	Iteration 259Q: 3 clusters Score -1.730172e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -17301832.000000 Penalty: 5768.240234
	Iteration 260F: 3 clusters Score -1.730183e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -17301936.000000 Penalty: 5768.240234
	Iteration 261Q: 3 clusters Score -1.730194e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -17302078.000000 Penalty: 5768.240234
	Iteration 262Q: 3 clusters Score -1.730208e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -17302280.000000 Penalty: 5768.240234
	Iteration 263Q: 3 clusters Score -1.730228e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -17302444.000000 Penalty: 5768.240234
	Iteration 264Q: 3 clusters Score -1.730244e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -17302568.000000 Penalty: 5768.240234
	Iteration 265Q: 3 clusters Score -1.730257e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -17302698.000000 Penalty: 5768.240234
	Iteration 266Q: 3 clusters Score -1.73027e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -17302798.000000 Penalty: 5768.240234
	Iteration 267Q: 3 clusters Score -1.73028e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -17302954.000000 Penalty: 5768.240234
	Iteration 268Q: 3 clusters Score -1.730295e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -17303100.000000 Penalty: 5768.240234
	Iteration 269Q: 3 clusters Score -1.73031e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -17303144.000000 Penalty: 5768.240234
	Iteration 270Q: 3 clusters Score -1.730314e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -17303244.000000 Penalty: 5768.240234
	Iteration 271Q: 3 clusters Score -1.730324e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -17303224.000000 Penalty: 5768.240234
	Iteration 272Q: 3 clusters Score -1.730322e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -17303216.000000 Penalty: 5768.240234
	Iteration 273Q: 3 clusters Score -1.730322e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105860 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -17303154.000000 Penalty: 5768.240234
	Iteration 274Q: 3 clusters Score -1.730315e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -17303086.000000 Penalty: 5768.240234
	Iteration 275Q: 3 clusters Score -1.730309e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107724 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -17303102.000000 Penalty: 5768.240234
	Iteration 276Q: 3 clusters Score -1.73031e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108468 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -17303124.000000 Penalty: 5768.240234
	Iteration 277Q: 3 clusters Score -1.730312e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -17303158.000000 Penalty: 5768.240234
	Iteration 278Q: 3 clusters Score -1.730316e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109546 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17303098.000000 Penalty: 5768.240234
	Iteration 279Q: 3 clusters Score -1.73031e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -17303094.000000 Penalty: 5768.240234
	Iteration 280F: 3 clusters Score -1.730309e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -17303022.000000 Penalty: 5768.240234
	Iteration 281Q: 3 clusters Score -1.730302e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -17302984.000000 Penalty: 5768.240234
	Iteration 282Q: 3 clusters Score -1.730298e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110751 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -17302950.000000 Penalty: 5768.240234
	Iteration 283Q: 3 clusters Score -1.730295e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17302948.000000 Penalty: 5768.240234
	Iteration 284Q: 3 clusters Score -1.730295e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17302924.000000 Penalty: 5768.240234
	Iteration 285Q: 3 clusters Score -1.730292e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17302938.000000 Penalty: 5768.240234
	Iteration 286Q: 3 clusters Score -1.730294e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17302914.000000 Penalty: 5768.240234
	Iteration 287Q: 3 clusters Score -1.730291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17302870.000000 Penalty: 5768.240234
	Iteration 288Q: 3 clusters Score -1.730287e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17302892.000000 Penalty: 5768.240234
	Iteration 289Q: 3 clusters Score -1.730289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17302896.000000 Penalty: 5768.240234
	Iteration 290Q: 3 clusters Score -1.73029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -17302894.000000 Penalty: 5768.240234
	Iteration 291Q: 3 clusters Score -1.730289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17302934.000000 Penalty: 5768.240234
	Iteration 292Q: 3 clusters Score -1.730293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -17302936.000000 Penalty: 5768.240234
	Iteration 293Q: 3 clusters Score -1.730294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17302934.000000 Penalty: 5768.240234
	Iteration 294Q: 3 clusters Score -1.730293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -17302936.000000 Penalty: 5768.240234
	Iteration 295Q: 3 clusters Score -1.730294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17302934.000000 Penalty: 5768.240234
	Iteration 296Q: 3 clusters Score -1.730293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111564 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17302930.000000 Penalty: 5768.240234
	Iteration 297Q: 3 clusters Score -1.730293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17302940.000000 Penalty: 5768.240234
	Iteration 298Q: 3 clusters Score -1.730294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -17302922.000000 Penalty: 5768.240234
	Iteration 299Q: 3 clusters Score -1.730292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17302916.000000 Penalty: 5768.240234
	Iteration 300F: 3 clusters Score -1.730292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -17302906.000000 Penalty: 5768.240234
	Iteration 301Q: 3 clusters Score -1.730291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17302912.000000 Penalty: 5768.240234
	Iteration 302Q: 3 clusters Score -1.730291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17302912.000000 Penalty: 5768.240234
	Iteration 303F: 3 clusters Score -1.730291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -234881.468750 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -234881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232429.906250 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -232429.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232922.703125 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -232922.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -233050.468750 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -233050.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233128.750000 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -233128.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233176.828125 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -233176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233208.218750 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -233208.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -233234.359375 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -233234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233248.625000 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -233248.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -233261.843750 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -233261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233271.765625 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -233271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233279.125000 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -233279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -233285.250000 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -233285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -233291.500000 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -233291.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233296.515625 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -233296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -233300.828125 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -233300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -233304.718750 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -233304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -233309.109375 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -233309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -233313.984375 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -233314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233319.078125 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -233319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -233323.812500 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -233323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233327.046875 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -233327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233329.812500 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -233329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233330.890625 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -233330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233331.343750 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -233331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233333.343750 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -233333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233335.421875 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -233335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233338.968750 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -233339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -233342.843750 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -233342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -233346.531250 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -233346.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -233348.937500 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -233348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -233352.046875 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -233352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -233363.359375 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -233363.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -233369.578125 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -233369.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -233379.046875 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -233379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233392.468750 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -233392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -233406.093750 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -233406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -233414.562500 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -233414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233418.281250 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -233418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233422.359375 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -233422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233425.343750 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -233425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -233430.781250 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -233430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233432.281250 Penalty: 3716.961426
	Iteration 41Q: 3 clusters Score -233432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -233434.609375 Penalty: 3716.961426
	Iteration 42Q: 3 clusters Score -233434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -233441.343750 Penalty: 3716.961426
	Iteration 43Q: 3 clusters Score -233441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -233444.765625 Penalty: 3716.961426
	Iteration 44Q: 3 clusters Score -233444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -233447.781250 Penalty: 3716.961426
	Iteration 45Q: 3 clusters Score -233447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -233451.031250 Penalty: 3716.961426
	Iteration 46Q: 3 clusters Score -233451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -233460.890625 Penalty: 3716.961426
	Iteration 47Q: 3 clusters Score -233460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233467.953125 Penalty: 3716.961426
	Iteration 48Q: 3 clusters Score -233468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233481.421875 Penalty: 3716.961426
	Iteration 49Q: 3 clusters Score -233481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -233484.812500 Penalty: 3716.961426
	Iteration 50Q: 3 clusters Score -233484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -233492.875000 Penalty: 3716.961426
	Iteration 51Q: 3 clusters Score -233492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233498.046875 Penalty: 3716.961426
	Iteration 52Q: 3 clusters Score -233498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233500.734375 Penalty: 3716.961426
	Iteration 53Q: 3 clusters Score -233500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -233505.140625 Penalty: 3716.961426
	Iteration 54Q: 3 clusters Score -233505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233506.187500 Penalty: 3716.961426
	Iteration 55Q: 3 clusters Score -233506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233506.968750 Penalty: 3716.961426
	Iteration 56Q: 3 clusters Score -233507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233511.171875 Penalty: 3716.961426
	Iteration 57Q: 3 clusters Score -233511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -233513.656250 Penalty: 3716.961426
	Iteration 58Q: 3 clusters Score -233513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -233525.296875 Penalty: 3716.961426
	Iteration 59Q: 3 clusters Score -233525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -233534.640625 Penalty: 3716.961426
	Iteration 60F: 3 clusters Score -233534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233539.875000 Penalty: 3716.961426
	Iteration 61Q: 3 clusters Score -233539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -233544.062500 Penalty: 3716.961426
	Iteration 62Q: 3 clusters Score -233544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233548.734375 Penalty: 3716.961426
	Iteration 63Q: 3 clusters Score -233548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233551.671875 Penalty: 3716.961426
	Iteration 64Q: 3 clusters Score -233551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -233554.000000 Penalty: 3716.961426
	Iteration 65Q: 3 clusters Score -233554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -233555.281250 Penalty: 3716.961426
	Iteration 66Q: 3 clusters Score -233555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -233557.703125 Penalty: 3716.961426
	Iteration 67Q: 3 clusters Score -233557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233560.218750 Penalty: 3716.961426
	Iteration 68Q: 3 clusters Score -233560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -233564.203125 Penalty: 3716.961426
	Iteration 69Q: 3 clusters Score -233564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -233565.531250 Penalty: 3716.961426
	Iteration 70Q: 3 clusters Score -233565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233566.937500 Penalty: 3716.961426
	Iteration 71Q: 3 clusters Score -233566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233566.937500 Penalty: 3716.961426
	Iteration 72F: 3 clusters Score -233566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -22647.718750 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -22647.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21577.248047 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -21577.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21639.642578 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -21639.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21648.671875 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -21648.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21648.671875 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -21648.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67272.640625 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67272.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65858.781250 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -65858.78 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66098.609375 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -66098.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66202.070312 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -66202.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66226.664062 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -66226.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66273.234375 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -66273.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66306.281250 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -66306.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66330.992188 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -66330.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66344.468750 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -66344.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66350.476562 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -66350.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66350.476562 Penalty: 3094.208984
	Iteration 9F: 3 clusters Score -66350.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -91131.734375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -91131.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89484.343750 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -89484.34 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89783.976562 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -89783.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89901.140625 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -89901.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89976.460938 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -89976.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90026.437500 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -90026.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90051.226562 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -90051.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90074.171875 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -90074.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90082.789062 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -90082.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90098.296875 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -90098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90134.382812 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -90134.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90158.570312 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -90158.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90175.343750 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -90175.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90181.476562 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -90181.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90187.070312 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -90187.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90196.242188 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -90196.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90199.789062 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -90199.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -90199.789062 Penalty: 3218.645508
	Iteration 16F: 3 clusters Score -90199.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -352978.968750 Penalty: 1932.195190
	Iteration 0F: 2 clusters Score -352979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -350092.312500 Penalty: 3864.390381
	Iteration 0F: 3 clusters Score -350092.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -350630.437500 Penalty: 3864.390381
	Iteration 1F: 3 clusters Score -350630.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -350795.031250 Penalty: 3864.390381
	Iteration 2F: 3 clusters Score -350795 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -350880.375000 Penalty: 3864.390381
	Iteration 3Q: 3 clusters Score -350880.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -350951.375000 Penalty: 3864.390381
	Iteration 4Q: 3 clusters Score -350951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -351020.843750 Penalty: 3864.390381
	Iteration 5Q: 3 clusters Score -351020.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -351077.625000 Penalty: 3864.390381
	Iteration 6Q: 3 clusters Score -351077.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -351126.781250 Penalty: 3864.390381
	Iteration 7Q: 3 clusters Score -351126.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -351165.718750 Penalty: 3864.390381
	Iteration 8Q: 3 clusters Score -351165.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -351203.031250 Penalty: 3864.390381
	Iteration 9Q: 3 clusters Score -351203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -351237.875000 Penalty: 3864.390381
	Iteration 10Q: 3 clusters Score -351237.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -351268.843750 Penalty: 3864.390381
	Iteration 11Q: 3 clusters Score -351268.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -351293.781250 Penalty: 3864.390381
	Iteration 12Q: 3 clusters Score -351293.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -351316.187500 Penalty: 3864.390381
	Iteration 13Q: 3 clusters Score -351316.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -351340.812500 Penalty: 3864.390381
	Iteration 14Q: 3 clusters Score -351340.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -351366.906250 Penalty: 3864.390381
	Iteration 15Q: 3 clusters Score -351366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -351388.562500 Penalty: 3864.390381
	Iteration 16Q: 3 clusters Score -351388.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -351420.562500 Penalty: 3864.390381
	Iteration 17Q: 3 clusters Score -351420.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -351444.968750 Penalty: 3864.390381
	Iteration 18Q: 3 clusters Score -351445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -351473.125000 Penalty: 3864.390381
	Iteration 19Q: 3 clusters Score -351473.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -351501.343750 Penalty: 3864.390381
	Iteration 20F: 3 clusters Score -351501.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -351532.281250 Penalty: 3864.390381
	Iteration 21Q: 3 clusters Score -351532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -351556.125000 Penalty: 3864.390381
	Iteration 22Q: 3 clusters Score -351556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -351591.500000 Penalty: 3864.390381
	Iteration 23Q: 3 clusters Score -351591.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -351614.031250 Penalty: 3864.390381
	Iteration 24Q: 3 clusters Score -351614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -351629.437500 Penalty: 3864.390381
	Iteration 25Q: 3 clusters Score -351629.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -351649.906250 Penalty: 3864.390381
	Iteration 26Q: 3 clusters Score -351649.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -351664.750000 Penalty: 3864.390381
	Iteration 27Q: 3 clusters Score -351664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -351674.687500 Penalty: 3864.390381
	Iteration 28Q: 3 clusters Score -351674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -351679.281250 Penalty: 3864.390381
	Iteration 29Q: 3 clusters Score -351679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -351684.625000 Penalty: 3864.390381
	Iteration 30Q: 3 clusters Score -351684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -351688.625000 Penalty: 3864.390381
	Iteration 31Q: 3 clusters Score -351688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -351694.156250 Penalty: 3864.390381
	Iteration 32Q: 3 clusters Score -351694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -351696.843750 Penalty: 3864.390381
	Iteration 33Q: 3 clusters Score -351696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -351698.593750 Penalty: 3864.390381
	Iteration 34Q: 3 clusters Score -351698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -351700.656250 Penalty: 3864.390381
	Iteration 35Q: 3 clusters Score -351700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -351701.750000 Penalty: 3864.390381
	Iteration 36Q: 3 clusters Score -351701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -351704.375000 Penalty: 3864.390381
	Iteration 37Q: 3 clusters Score -351704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -351708.656250 Penalty: 3864.390381
	Iteration 38Q: 3 clusters Score -351708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -351709.687500 Penalty: 3864.390381
	Iteration 39Q: 3 clusters Score -351709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -351709.687500 Penalty: 3864.390381
	Iteration 40F: 3 clusters Score -351709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -47036.847656 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -47036.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45721.882812 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -45721.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45820.378906 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -45820.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45858.054688 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -45858.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45864.367188 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -45864.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45873.789062 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -45873.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45873.789062 Penalty: 2880.838867
	Iteration 5F: 3 clusters Score -45873.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -25995.441406 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -25995.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24874.175781 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -24874.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25086.738281 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -25086.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25167.732422 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -25167.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25240.296875 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -25240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25277.191406 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -25277.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25278.441406 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -25278.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25278.441406 Penalty: 2761.898926
	Iteration 6F: 3 clusters Score -25278.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -99371.039062 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -99371.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97652.968750 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -97652.97 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98014.367188 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -98014.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98220.320312 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -98220.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98396.429688 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -98396.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98490.703125 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -98490.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98597.359375 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -98597.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98710.742188 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -98710.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98844.507812 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -98844.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98893.273438 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -98893.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98920.937500 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -98920.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98953.226562 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -98953.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -98967.976562 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -98967.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98996.867188 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -98996.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99009.453125 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -99009.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99021.187500 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -99021.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99027.671875 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -99027.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99030.148438 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -99030.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99033.789062 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -99033.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99038.960938 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -99038.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99042.093750 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -99042.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99044.640625 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -99044.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -428263.125000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -428263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -425028.000000 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -425028 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -425691.187500 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -425691.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -425900.093750 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -425900.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -426031.156250 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -426031.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -426111.125000 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -426111.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -426167.968750 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -426168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -426200.968750 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -426201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -426229.218750 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -426229.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -426255.218750 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -426255.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -426284.812500 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -426284.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -426309.187500 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -426309.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -426331.156250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -426331.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -426351.062500 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -426351.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -426368.812500 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -426368.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -426394.718750 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -426394.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -426423.687500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -426423.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -426454.156250 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -426454.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -426477.656250 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -426477.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -426495.593750 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -426495.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -426515.218750 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -426515.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -426539.875000 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -426539.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -426564.062500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -426564.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -426578.156250 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -426578.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -426595.187500 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -426595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -426618.156250 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -426618.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -426639.718750 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -426639.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426659.468750 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -426659.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426687.406250 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -426687.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -426712.406250 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -426712.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426728.000000 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -426728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -426745.937500 Penalty: 3948.147217
	Iteration 30Q: 3 clusters Score -426745.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -426767.218750 Penalty: 3948.147217
	Iteration 31Q: 3 clusters Score -426767.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -426792.375000 Penalty: 3948.147217
	Iteration 32Q: 3 clusters Score -426792.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -426810.750000 Penalty: 3948.147217
	Iteration 33Q: 3 clusters Score -426810.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -426820.781250 Penalty: 3948.147217
	Iteration 34Q: 3 clusters Score -426820.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -426827.437500 Penalty: 3948.147217
	Iteration 35Q: 3 clusters Score -426827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -426833.500000 Penalty: 3948.147217
	Iteration 36Q: 3 clusters Score -426833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -426838.156250 Penalty: 3948.147217
	Iteration 37Q: 3 clusters Score -426838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -426841.781250 Penalty: 3948.147217
	Iteration 38Q: 3 clusters Score -426841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -426847.218750 Penalty: 3948.147217
	Iteration 39Q: 3 clusters Score -426847.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -426854.968750 Penalty: 3948.147217
	Iteration 40F: 3 clusters Score -426855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -426859.343750 Penalty: 3948.147217
	Iteration 41Q: 3 clusters Score -426859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -426863.750000 Penalty: 3948.147217
	Iteration 42Q: 3 clusters Score -426863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -426868.156250 Penalty: 3948.147217
	Iteration 43Q: 3 clusters Score -426868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -426871.781250 Penalty: 3948.147217
	Iteration 44Q: 3 clusters Score -426871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -426876.062500 Penalty: 3948.147217
	Iteration 45Q: 3 clusters Score -426876.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -426880.375000 Penalty: 3948.147217
	Iteration 46Q: 3 clusters Score -426880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -426881.250000 Penalty: 3948.147217
	Iteration 47Q: 3 clusters Score -426881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -426882.906250 Penalty: 3948.147217
	Iteration 48Q: 3 clusters Score -426882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -426882.906250 Penalty: 3948.147217
	Iteration 49F: 3 clusters Score -426882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27302 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21292 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115068 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35255 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112366 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168624.000000 Penalty: 126803.226562
Iteration 199Q: 39 clusters Score -1.041686e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27301 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21293 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115055 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20913 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112379 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168688.000000 Penalty: 126803.226562
Iteration 200F: 39 clusters Score -1.041687e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27301 members 
Mstep: Class 4 contains 169739 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21294 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115046 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20914 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112385 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168688.000000 Penalty: 126803.226562
Iteration 201Q: 39 clusters Score -1.041687e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36167 members 
Mstep: Class 3 contains 27300 members 
Mstep: Class 4 contains 169739 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115037 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35256 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112391 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168728.000000 Penalty: 126803.226562
Iteration 202Q: 39 clusters Score -1.041687e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27298 members 
Mstep: Class 4 contains 169737 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21299 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115028 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35257 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112401 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168712.000000 Penalty: 126803.226562
Iteration 203Q: 39 clusters Score -1.041687e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169732 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21303 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 15879 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115019 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35257 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112414 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168728.000000 Penalty: 126803.226562
Iteration 204Q: 39 clusters Score -1.041687e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169729 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21308 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 15878 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115009 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35258 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112425 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168784.000000 Penalty: 126803.226562
Iteration 205Q: 39 clusters Score -1.041688e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169730 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 15878 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115000 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20916 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35261 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112429 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168832.000000 Penalty: 126803.226562
Iteration 206Q: 39 clusters Score -1.041688e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169729 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21314 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15877 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 115000 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20915 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35262 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112430 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168752.000000 Penalty: 126803.226562
Iteration 207Q: 39 clusters Score -1.041688e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169728 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21315 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15876 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114996 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112432 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168768.000000 Penalty: 126803.226562
Iteration 208Q: 39 clusters Score -1.041688e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36161 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169721 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4528 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15875 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114995 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112440 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168808.000000 Penalty: 126803.226562
Iteration 209Q: 39 clusters Score -1.041688e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169725 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4527 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114988 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112444 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168840.000000 Penalty: 126803.226562
Iteration 210Q: 39 clusters Score -1.041688e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169721 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4525 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114986 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112451 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168952.000000 Penalty: 126803.226562
Iteration 211Q: 39 clusters Score -1.04169e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169719 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15872 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114985 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112454 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168856.000000 Penalty: 126803.226562
Iteration 212Q: 39 clusters Score -1.041689e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169719 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114978 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20921 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 40800 members 
Mstep: Class 29 contains 112460 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168936.000000 Penalty: 126803.226562
Iteration 213Q: 39 clusters Score -1.041689e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169718 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114970 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20921 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 112466 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2419 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168880.000000 Penalty: 126803.226562
Iteration 214Q: 39 clusters Score -1.041689e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27293 members 
Mstep: Class 4 contains 169721 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21317 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11348 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114961 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20920 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112474 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168928.000000 Penalty: 126803.226562
Iteration 215Q: 39 clusters Score -1.041689e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169727 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114955 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112475 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168960.000000 Penalty: 126803.226562
Iteration 216Q: 39 clusters Score -1.04169e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114951 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112471 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168968.000000 Penalty: 126803.226562
Iteration 217Q: 39 clusters Score -1.04169e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15873 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114952 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40798 members 
Mstep: Class 29 contains 112471 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169000.000000 Penalty: 126803.226562
Iteration 218Q: 39 clusters Score -1.04169e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 169739 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15872 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114953 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112469 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168952.000000 Penalty: 126803.226562
Iteration 219Q: 39 clusters Score -1.04169e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 169735 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114955 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35264 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112469 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 126803.226562
Iteration 220F: 39 clusters Score -1.041689e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169738 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114957 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35264 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112464 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168968.000000 Penalty: 126803.226562
Iteration 221Q: 39 clusters Score -1.04169e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169747 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114957 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35263 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112455 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169024.000000 Penalty: 126803.226562
Iteration 222Q: 39 clusters Score -1.04169e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 169750 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114954 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35264 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112453 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169016.000000 Penalty: 126803.226562
Iteration 223Q: 39 clusters Score -1.04169e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169754 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114950 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35268 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112448 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169000.000000 Penalty: 126803.226562
Iteration 224Q: 39 clusters Score -1.04169e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169756 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114946 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20920 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35269 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112447 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168984.000000 Penalty: 126803.226562
Iteration 225Q: 39 clusters Score -1.04169e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 169759 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114945 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20920 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35269 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112446 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168976.000000 Penalty: 126803.226562
Iteration 226Q: 39 clusters Score -1.04169e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169763 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114946 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112441 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169000.000000 Penalty: 126803.226562
Iteration 227Q: 39 clusters Score -1.04169e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169762 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114944 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112444 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169016.000000 Penalty: 126803.226562
Iteration 228Q: 39 clusters Score -1.04169e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36164 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169760 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11347 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114940 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112451 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168992.000000 Penalty: 126803.226562
Iteration 229Q: 39 clusters Score -1.04169e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169761 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114937 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20918 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112452 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169000.000000 Penalty: 126803.226562
Iteration 230Q: 39 clusters Score -1.04169e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169761 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114929 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112462 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169024.000000 Penalty: 126803.226562
Iteration 231Q: 39 clusters Score -1.04169e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36166 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169764 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21318 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114923 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112464 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169016.000000 Penalty: 126803.226562
Iteration 232Q: 39 clusters Score -1.04169e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 169770 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21319 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114918 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112463 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168968.000000 Penalty: 126803.226562
Iteration 233Q: 39 clusters Score -1.04169e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27296 members 
Mstep: Class 4 contains 169770 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21320 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114917 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18087 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112464 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168984.000000 Penalty: 126803.226562
Iteration 234Q: 39 clusters Score -1.04169e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36165 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169774 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21322 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114914 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112462 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168944.000000 Penalty: 126803.226562
Iteration 235Q: 39 clusters Score -1.041689e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27292 members 
Mstep: Class 4 contains 169777 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21326 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114915 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168896.000000 Penalty: 126803.226562
Iteration 236Q: 39 clusters Score -1.041689e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27292 members 
Mstep: Class 4 contains 169775 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114916 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18088 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168896.000000 Penalty: 126803.226562
Iteration 237Q: 39 clusters Score -1.041689e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27293 members 
Mstep: Class 4 contains 169777 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114912 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18089 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 126803.226562
Iteration 238Q: 39 clusters Score -1.041689e+08 nChanged 8
Entering ConstructFrom: 
Score: -104168920.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -36199.332031 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -36199.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35186.050781 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -35186.05 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35842.820312 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -35842.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36265.863281 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -36265.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36610.199219 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -36610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36884.667969 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -36884.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37082.464844 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -37082.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37226.902344 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -37226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37276.250000 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -37276.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37301.796875 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -37301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37301.796875 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -37301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27293 members 
Mstep: Class 4 contains 169781 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114907 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 244 members 
Entering Unmasked Estep 
Score: -104168088.000000 Penalty: 130140.156250
Splitting cluster 1 changes total score from -104168920.000000 to -104168088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Entering Unmasked Estep 
Score: -5479172.500000 Penalty: 2602.956299
	Iteration 0F: 2 clusters Score -5479172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5454508.500000 Penalty: 5205.912598
	Iteration 0F: 3 clusters Score -5454508 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5463311.000000 Penalty: 5205.912598
	Iteration 1F: 3 clusters Score -5463311 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5463818.500000 Penalty: 5205.912598
	Iteration 2Q: 3 clusters Score -5463818 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5464299.000000 Penalty: 5205.912598
	Iteration 3Q: 3 clusters Score -5464299 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5464840.500000 Penalty: 5205.912598
	Iteration 4Q: 3 clusters Score -5464840 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5465615.000000 Penalty: 5205.912598
	Iteration 5Q: 3 clusters Score -5465615 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5466703.500000 Penalty: 5205.912598
	Iteration 6F: 3 clusters Score -5466704 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5468240.500000 Penalty: 5205.912598
	Iteration 7F: 3 clusters Score -5468240 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5470198.500000 Penalty: 5205.912598
	Iteration 8F: 3 clusters Score -5470198 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5472328.000000 Penalty: 5205.912598
	Iteration 9F: 3 clusters Score -5472328 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -5474239.000000 Penalty: 5205.912598
	Iteration 10F: 3 clusters Score -5474239 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5475643.500000 Penalty: 5205.912598
	Iteration 11Q: 3 clusters Score -5475644 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -5476466.500000 Penalty: 5205.912598
	Iteration 12Q: 3 clusters Score -5476466 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5476819.000000 Penalty: 5205.912598
	Iteration 13Q: 3 clusters Score -5476819 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5477005.000000 Penalty: 5205.912598
	Iteration 14Q: 3 clusters Score -5477005 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5477125.000000 Penalty: 5205.912598
	Iteration 15Q: 3 clusters Score -5477125 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -5477229.500000 Penalty: 5205.912598
	Iteration 16Q: 3 clusters Score -5477230 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -5477302.500000 Penalty: 5205.912598
	Iteration 17Q: 3 clusters Score -5477302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -5477365.000000 Penalty: 5205.912598
	Iteration 18Q: 3 clusters Score -5477365 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -5477430.500000 Penalty: 5205.912598
	Iteration 19Q: 3 clusters Score -5477430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -5477453.000000 Penalty: 5205.912598
	Iteration 20F: 3 clusters Score -5477453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5477485.000000 Penalty: 5205.912598
	Iteration 21Q: 3 clusters Score -5477485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5477517.000000 Penalty: 5205.912598
	Iteration 22Q: 3 clusters Score -5477517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5477548.500000 Penalty: 5205.912598
	Iteration 23Q: 3 clusters Score -5477548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5477571.500000 Penalty: 5205.912598
	Iteration 24Q: 3 clusters Score -5477572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5477586.000000 Penalty: 5205.912598
	Iteration 25Q: 3 clusters Score -5477586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5477619.000000 Penalty: 5205.912598
	Iteration 26Q: 3 clusters Score -5477619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -5477637.000000 Penalty: 5205.912598
	Iteration 27Q: 3 clusters Score -5477637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5477635.000000 Penalty: 5205.912598
	Iteration 28Q: 3 clusters Score -5477635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5477651.000000 Penalty: 5205.912598
	Iteration 29Q: 3 clusters Score -5477651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5477665.000000 Penalty: 5205.912598
	Iteration 30Q: 3 clusters Score -5477665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5477665.000000 Penalty: 5205.912598
	Iteration 31Q: 3 clusters Score -5477665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5477677.500000 Penalty: 5205.912598
	Iteration 32Q: 3 clusters Score -5477678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5477692.000000 Penalty: 5205.912598
	Iteration 33Q: 3 clusters Score -5477692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5477697.000000 Penalty: 5205.912598
	Iteration 34Q: 3 clusters Score -5477697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -5477700.000000 Penalty: 5205.912598
	Iteration 35Q: 3 clusters Score -5477700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -5477695.500000 Penalty: 5205.912598
	Iteration 36Q: 3 clusters Score -5477696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -5477705.000000 Penalty: 5205.912598
	Iteration 37Q: 3 clusters Score -5477705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5477708.500000 Penalty: 5205.912598
	Iteration 38Q: 3 clusters Score -5477708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5477710.000000 Penalty: 5205.912598
	Iteration 39Q: 3 clusters Score -5477710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5477716.000000 Penalty: 5205.912598
	Iteration 40F: 3 clusters Score -5477716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5477720.000000 Penalty: 5205.912598
	Iteration 41Q: 3 clusters Score -5477720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5477717.000000 Penalty: 5205.912598
	Iteration 42Q: 3 clusters Score -5477717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -5477714.000000 Penalty: 5205.912598
	Iteration 43Q: 3 clusters Score -5477714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5477714.000000 Penalty: 5205.912598
	Iteration 44Q: 3 clusters Score -5477714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -5477717.000000 Penalty: 5205.912598
	Iteration 45Q: 3 clusters Score -5477717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5477726.500000 Penalty: 5205.912598
	Iteration 46Q: 3 clusters Score -5477726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5477729.000000 Penalty: 5205.912598
	Iteration 47Q: 3 clusters Score -5477729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -5477731.000000 Penalty: 5205.912598
	Iteration 48Q: 3 clusters Score -5477731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -5477735.500000 Penalty: 5205.912598
	Iteration 49Q: 3 clusters Score -5477736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5477729.000000 Penalty: 5205.912598
	Iteration 50Q: 3 clusters Score -5477729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5477732.500000 Penalty: 5205.912598
	Iteration 51Q: 3 clusters Score -5477732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -5477735.500000 Penalty: 5205.912598
	Iteration 52Q: 3 clusters Score -5477736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5477732.500000 Penalty: 5205.912598
	Iteration 53Q: 3 clusters Score -5477732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5477731.500000 Penalty: 5205.912598
	Iteration 54Q: 3 clusters Score -5477732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5477725.000000 Penalty: 5205.912598
	Iteration 55Q: 3 clusters Score -5477725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5477722.500000 Penalty: 5205.912598
	Iteration 56Q: 3 clusters Score -5477722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5477719.000000 Penalty: 5205.912598
	Iteration 57Q: 3 clusters Score -5477719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5477726.000000 Penalty: 5205.912598
	Iteration 58Q: 3 clusters Score -5477726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5477726.500000 Penalty: 5205.912598
	Iteration 59Q: 3 clusters Score -5477726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -5477738.500000 Penalty: 5205.912598
	Iteration 60F: 3 clusters Score -5477738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5477733.500000 Penalty: 5205.912598
	Iteration 61Q: 3 clusters Score -5477734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5477734.000000 Penalty: 5205.912598
	Iteration 62Q: 3 clusters Score -5477734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5477736.000000 Penalty: 5205.912598
	Iteration 63Q: 3 clusters Score -5477736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5477732.000000 Penalty: 5205.912598
	Iteration 64Q: 3 clusters Score -5477732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -5477732.500000 Penalty: 5205.912598
	Iteration 65Q: 3 clusters Score -5477732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -5477737.000000 Penalty: 5205.912598
	Iteration 66Q: 3 clusters Score -5477737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5477739.500000 Penalty: 5205.912598
	Iteration 67Q: 3 clusters Score -5477740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5477739.500000 Penalty: 5205.912598
	Iteration 68F: 3 clusters Score -5477740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Entering Unmasked Estep 
Score: -4134250.500000 Penalty: 2533.167725
	Iteration 0F: 2 clusters Score -4134250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4115407.250000 Penalty: 5066.335449
	Iteration 0F: 3 clusters Score -4115407 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4121860.750000 Penalty: 5066.335449
	Iteration 1F: 3 clusters Score -4121861 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4122327.000000 Penalty: 5066.335449
	Iteration 2Q: 3 clusters Score -4122327 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4122735.500000 Penalty: 5066.335449
	Iteration 3Q: 3 clusters Score -4122736 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4123165.500000 Penalty: 5066.335449
	Iteration 4Q: 3 clusters Score -4123166 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4123647.750000 Penalty: 5066.335449
	Iteration 5Q: 3 clusters Score -4123648 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -4124190.750000 Penalty: 5066.335449
	Iteration 6Q: 3 clusters Score -4124191 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4124755.750000 Penalty: 5066.335449
	Iteration 7Q: 3 clusters Score -4124756 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4125389.500000 Penalty: 5066.335449
	Iteration 8Q: 3 clusters Score -4125390 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4126051.750000 Penalty: 5066.335449
	Iteration 9F: 3 clusters Score -4126052 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4126643.250000 Penalty: 5066.335449
	Iteration 10Q: 3 clusters Score -4126643 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4127200.500000 Penalty: 5066.335449
	Iteration 11Q: 3 clusters Score -4127200 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -4127726.750000 Penalty: 5066.335449
	Iteration 12Q: 3 clusters Score -4127727 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -4128200.500000 Penalty: 5066.335449
	Iteration 13Q: 3 clusters Score -4128200 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4128640.500000 Penalty: 5066.335449
	Iteration 14Q: 3 clusters Score -4128640 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -4129118.750000 Penalty: 5066.335449
	Iteration 15Q: 3 clusters Score -4129119 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4129603.500000 Penalty: 5066.335449
	Iteration 16Q: 3 clusters Score -4129604 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4130097.500000 Penalty: 5066.335449
	Iteration 17Q: 3 clusters Score -4130098 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4130547.750000 Penalty: 5066.335449
	Iteration 18Q: 3 clusters Score -4130548 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4130943.750000 Penalty: 5066.335449
	Iteration 19Q: 3 clusters Score -4130944 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4131219.750000 Penalty: 5066.335449
	Iteration 20F: 3 clusters Score -4131220 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4131428.250000 Penalty: 5066.335449
	Iteration 21Q: 3 clusters Score -4131428 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4131593.500000 Penalty: 5066.335449
	Iteration 22Q: 3 clusters Score -4131594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4131699.000000 Penalty: 5066.335449
	Iteration 23Q: 3 clusters Score -4131699 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4131834.500000 Penalty: 5066.335449
	Iteration 24Q: 3 clusters Score -4131834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4131896.750000 Penalty: 5066.335449
	Iteration 25Q: 3 clusters Score -4131897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4131951.500000 Penalty: 5066.335449
	Iteration 26Q: 3 clusters Score -4131952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4131991.750000 Penalty: 5066.335449
	Iteration 27Q: 3 clusters Score -4131992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4132027.750000 Penalty: 5066.335449
	Iteration 28Q: 3 clusters Score -4132028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4132047.000000 Penalty: 5066.335449
	Iteration 29Q: 3 clusters Score -4132047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4132057.250000 Penalty: 5066.335449
	Iteration 30Q: 3 clusters Score -4132057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4132069.750000 Penalty: 5066.335449
	Iteration 31Q: 3 clusters Score -4132070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4132077.500000 Penalty: 5066.335449
	Iteration 32Q: 3 clusters Score -4132078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4132091.000000 Penalty: 5066.335449
	Iteration 33Q: 3 clusters Score -4132091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4132100.000000 Penalty: 5066.335449
	Iteration 34Q: 3 clusters Score -4132100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4132105.250000 Penalty: 5066.335449
	Iteration 35Q: 3 clusters Score -4132105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4132105.750000 Penalty: 5066.335449
	Iteration 36Q: 3 clusters Score -4132106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4132107.750000 Penalty: 5066.335449
	Iteration 37Q: 3 clusters Score -4132108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4132111.500000 Penalty: 5066.335449
	Iteration 38Q: 3 clusters Score -4132112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4132111.250000 Penalty: 5066.335449
	Iteration 39Q: 3 clusters Score -4132111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4132111.000000 Penalty: 5066.335449
	Iteration 40F: 3 clusters Score -4132111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4132113.250000 Penalty: 5066.335449
	Iteration 41Q: 3 clusters Score -4132113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4132117.000000 Penalty: 5066.335449
	Iteration 42Q: 3 clusters Score -4132117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4132116.750000 Penalty: 5066.335449
	Iteration 43Q: 3 clusters Score -4132117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4132117.750000 Penalty: 5066.335449
	Iteration 44Q: 3 clusters Score -4132118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4132120.500000 Penalty: 5066.335449
	Iteration 45Q: 3 clusters Score -4132120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4132120.500000 Penalty: 5066.335449
	Iteration 46F: 3 clusters Score -4132120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Entering Unmasked Estep 
Score: -26086976.000000 Penalty: 2986.481689
	Iteration 0F: 2 clusters Score -2.608698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -25983388.000000 Penalty: 5972.963379
	Iteration 0F: 3 clusters Score -2.598339e+07 nChanged 81043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -26031070.000000 Penalty: 5972.963379
	Iteration 1F: 3 clusters Score -2.603107e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -26033294.000000 Penalty: 5972.963379
	Iteration 2Q: 3 clusters Score -2.603329e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -26036966.000000 Penalty: 5972.963379
	Iteration 3Q: 3 clusters Score -2.603697e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 108866 members 
Entering Unmasked Estep 
Score: -26042622.000000 Penalty: 5972.963379
	Iteration 4F: 3 clusters Score -2.604262e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -26050122.000000 Penalty: 5972.963379
	Iteration 5F: 3 clusters Score -2.605012e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -26058154.000000 Penalty: 5972.963379
	Iteration 6F: 3 clusters Score -2.605815e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -26064880.000000 Penalty: 5972.963379
	Iteration 7F: 3 clusters Score -2.606488e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -26069756.000000 Penalty: 5972.963379
	Iteration 8Q: 3 clusters Score -2.606976e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 135726 members 
Entering Unmasked Estep 
Score: -26072668.000000 Penalty: 5972.963379
	Iteration 9Q: 3 clusters Score -2.607267e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -26074244.000000 Penalty: 5972.963379
	Iteration 10Q: 3 clusters Score -2.607424e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 137685 members 
Entering Unmasked Estep 
Score: -26074864.000000 Penalty: 5972.963379
	Iteration 11Q: 3 clusters Score -2.607486e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -26075198.000000 Penalty: 5972.963379
	Iteration 12Q: 3 clusters Score -2.60752e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -26075454.000000 Penalty: 5972.963379
	Iteration 13Q: 3 clusters Score -2.607545e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -26075676.000000 Penalty: 5972.963379
	Iteration 14Q: 3 clusters Score -2.607568e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -26075902.000000 Penalty: 5972.963379
	Iteration 15Q: 3 clusters Score -2.60759e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 141829 members 
Entering Unmasked Estep 
Score: -26076152.000000 Penalty: 5972.963379
	Iteration 16Q: 3 clusters Score -2.607615e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 142758 members 
Entering Unmasked Estep 
Score: -26076302.000000 Penalty: 5972.963379
	Iteration 17Q: 3 clusters Score -2.60763e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 143658 members 
Entering Unmasked Estep 
Score: -26076496.000000 Penalty: 5972.963379
	Iteration 18Q: 3 clusters Score -2.60765e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -26076756.000000 Penalty: 5972.963379
	Iteration 19Q: 3 clusters Score -2.607676e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 145452 members 
Entering Unmasked Estep 
Score: -26076828.000000 Penalty: 5972.963379
	Iteration 20F: 3 clusters Score -2.607683e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 146316 members 
Entering Unmasked Estep 
Score: -26077030.000000 Penalty: 5972.963379
	Iteration 21Q: 3 clusters Score -2.607703e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 147113 members 
Entering Unmasked Estep 
Score: -26077206.000000 Penalty: 5972.963379
	Iteration 22Q: 3 clusters Score -2.607721e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -26077428.000000 Penalty: 5972.963379
	Iteration 23Q: 3 clusters Score -2.607743e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -26077536.000000 Penalty: 5972.963379
	Iteration 24Q: 3 clusters Score -2.607754e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 149422 members 
Entering Unmasked Estep 
Score: -26077710.000000 Penalty: 5972.963379
	Iteration 25Q: 3 clusters Score -2.607771e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 150177 members 
Entering Unmasked Estep 
Score: -26077900.000000 Penalty: 5972.963379
	Iteration 26Q: 3 clusters Score -2.60779e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -26078076.000000 Penalty: 5972.963379
	Iteration 27Q: 3 clusters Score -2.607808e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -26078356.000000 Penalty: 5972.963379
	Iteration 28Q: 3 clusters Score -2.607836e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -26078678.000000 Penalty: 5972.963379
	Iteration 29Q: 3 clusters Score -2.607868e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -26078870.000000 Penalty: 5972.963379
	Iteration 30Q: 3 clusters Score -2.607887e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -26079176.000000 Penalty: 5972.963379
	Iteration 31Q: 3 clusters Score -2.607918e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -26079480.000000 Penalty: 5972.963379
	Iteration 32Q: 3 clusters Score -2.607948e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 155085 members 
Entering Unmasked Estep 
Score: -26079742.000000 Penalty: 5972.963379
	Iteration 33Q: 3 clusters Score -2.607974e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 155763 members 
Entering Unmasked Estep 
Score: -26079954.000000 Penalty: 5972.963379
	Iteration 34Q: 3 clusters Score -2.607995e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 156444 members 
Entering Unmasked Estep 
Score: -26080214.000000 Penalty: 5972.963379
	Iteration 35Q: 3 clusters Score -2.608021e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -26080466.000000 Penalty: 5972.963379
	Iteration 36Q: 3 clusters Score -2.608047e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -26080632.000000 Penalty: 5972.963379
	Iteration 37Q: 3 clusters Score -2.608063e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -26081026.000000 Penalty: 5972.963379
	Iteration 38Q: 3 clusters Score -2.608103e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 159178 members 
Entering Unmasked Estep 
Score: -26081158.000000 Penalty: 5972.963379
	Iteration 39Q: 3 clusters Score -2.608116e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -26081424.000000 Penalty: 5972.963379
	Iteration 40F: 3 clusters Score -2.608142e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -26081704.000000 Penalty: 5972.963379
	Iteration 41Q: 3 clusters Score -2.60817e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 160761 members 
Entering Unmasked Estep 
Score: -26081976.000000 Penalty: 5972.963379
	Iteration 42Q: 3 clusters Score -2.608198e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -26082202.000000 Penalty: 5972.963379
	Iteration 43Q: 3 clusters Score -2.60822e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -26082376.000000 Penalty: 5972.963379
	Iteration 44Q: 3 clusters Score -2.608238e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 162192 members 
Entering Unmasked Estep 
Score: -26082508.000000 Penalty: 5972.963379
	Iteration 45Q: 3 clusters Score -2.608251e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -26082668.000000 Penalty: 5972.963379
	Iteration 46Q: 3 clusters Score -2.608267e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 162962 members 
Entering Unmasked Estep 
Score: -26082744.000000 Penalty: 5972.963379
	Iteration 47Q: 3 clusters Score -2.608274e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -26082916.000000 Penalty: 5972.963379
	Iteration 48Q: 3 clusters Score -2.608292e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -26083036.000000 Penalty: 5972.963379
	Iteration 49Q: 3 clusters Score -2.608304e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -26083238.000000 Penalty: 5972.963379
	Iteration 50Q: 3 clusters Score -2.608324e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -26083298.000000 Penalty: 5972.963379
	Iteration 51Q: 3 clusters Score -2.60833e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -26083394.000000 Penalty: 5972.963379
	Iteration 52Q: 3 clusters Score -2.608339e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 164724 members 
Entering Unmasked Estep 
Score: -26083584.000000 Penalty: 5972.963379
	Iteration 53Q: 3 clusters Score -2.608358e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -26083724.000000 Penalty: 5972.963379
	Iteration 54Q: 3 clusters Score -2.608372e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -26083730.000000 Penalty: 5972.963379
	Iteration 55Q: 3 clusters Score -2.608373e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -26083824.000000 Penalty: 5972.963379
	Iteration 56Q: 3 clusters Score -2.608382e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -26083908.000000 Penalty: 5972.963379
	Iteration 57Q: 3 clusters Score -2.608391e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -26083998.000000 Penalty: 5972.963379
	Iteration 58Q: 3 clusters Score -2.6084e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -26084032.000000 Penalty: 5972.963379
	Iteration 59Q: 3 clusters Score -2.608403e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -26084062.000000 Penalty: 5972.963379
	Iteration 60F: 3 clusters Score -2.608406e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -26084142.000000 Penalty: 5972.963379
	Iteration 61Q: 3 clusters Score -2.608414e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 166181 members 
Entering Unmasked Estep 
Score: -26084158.000000 Penalty: 5972.963379
	Iteration 62Q: 3 clusters Score -2.608416e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -26084194.000000 Penalty: 5972.963379
	Iteration 63Q: 3 clusters Score -2.608419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -26084268.000000 Penalty: 5972.963379
	Iteration 64Q: 3 clusters Score -2.608427e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -26084294.000000 Penalty: 5972.963379
	Iteration 65Q: 3 clusters Score -2.608429e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 166505 members 
Entering Unmasked Estep 
Score: -26084318.000000 Penalty: 5972.963379
	Iteration 66Q: 3 clusters Score -2.608432e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -26084336.000000 Penalty: 5972.963379
	Iteration 67Q: 3 clusters Score -2.608434e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 166606 members 
Entering Unmasked Estep 
Score: -26084336.000000 Penalty: 5972.963379
	Iteration 68Q: 3 clusters Score -2.608434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 166651 members 
Entering Unmasked Estep 
Score: -26084356.000000 Penalty: 5972.963379
	Iteration 69Q: 3 clusters Score -2.608436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -26084384.000000 Penalty: 5972.963379
	Iteration 70Q: 3 clusters Score -2.608438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -26084376.000000 Penalty: 5972.963379
	Iteration 71Q: 3 clusters Score -2.608438e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -26084396.000000 Penalty: 5972.963379
	Iteration 72Q: 3 clusters Score -2.60844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -26084396.000000 Penalty: 5972.963379
	Iteration 73Q: 3 clusters Score -2.60844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 166767 members 
Entering Unmasked Estep 
Score: -26084408.000000 Penalty: 5972.963379
	Iteration 74Q: 3 clusters Score -2.608441e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -26084398.000000 Penalty: 5972.963379
	Iteration 75Q: 3 clusters Score -2.60844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 166804 members 
Entering Unmasked Estep 
Score: -26084384.000000 Penalty: 5972.963379
	Iteration 76Q: 3 clusters Score -2.608438e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -26084384.000000 Penalty: 5972.963379
	Iteration 77Q: 3 clusters Score -2.608438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 166850 members 
Entering Unmasked Estep 
Score: -26084388.000000 Penalty: 5972.963379
	Iteration 78Q: 3 clusters Score -2.608439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -26084370.000000 Penalty: 5972.963379
	Iteration 79Q: 3 clusters Score -2.608437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 166884 members 
Entering Unmasked Estep 
Score: -26084396.000000 Penalty: 5972.963379
	Iteration 80F: 3 clusters Score -2.60844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 166899 members 
Entering Unmasked Estep 
Score: -26084418.000000 Penalty: 5972.963379
	Iteration 81Q: 3 clusters Score -2.608442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -26084410.000000 Penalty: 5972.963379
	Iteration 82Q: 3 clusters Score -2.608441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 166920 members 
Entering Unmasked Estep 
Score: -26084430.000000 Penalty: 5972.963379
	Iteration 83Q: 3 clusters Score -2.608443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 166929 members 
Entering Unmasked Estep 
Score: -26084436.000000 Penalty: 5972.963379
	Iteration 84Q: 3 clusters Score -2.608444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 166935 members 
Entering Unmasked Estep 
Score: -26084438.000000 Penalty: 5972.963379
	Iteration 85Q: 3 clusters Score -2.608444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 166943 members 
Entering Unmasked Estep 
Score: -26084444.000000 Penalty: 5972.963379
	Iteration 86Q: 3 clusters Score -2.608444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 166953 members 
Entering Unmasked Estep 
Score: -26084450.000000 Penalty: 5972.963379
	Iteration 87Q: 3 clusters Score -2.608445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 166958 members 
Entering Unmasked Estep 
Score: -26084430.000000 Penalty: 5972.963379
	Iteration 88Q: 3 clusters Score -2.608443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -26084442.000000 Penalty: 5972.963379
	Iteration 89Q: 3 clusters Score -2.608444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -26084454.000000 Penalty: 5972.963379
	Iteration 90Q: 3 clusters Score -2.608445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 166998 members 
Entering Unmasked Estep 
Score: -26084448.000000 Penalty: 5972.963379
	Iteration 91Q: 3 clusters Score -2.608445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -26084448.000000 Penalty: 5972.963379
	Iteration 92Q: 3 clusters Score -2.608445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -26084468.000000 Penalty: 5972.963379
	Iteration 93Q: 3 clusters Score -2.608447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 167036 members 
Entering Unmasked Estep 
Score: -26084440.000000 Penalty: 5972.963379
	Iteration 94Q: 3 clusters Score -2.608444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -26084432.000000 Penalty: 5972.963379
	Iteration 95Q: 3 clusters Score -2.608443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 167055 members 
Entering Unmasked Estep 
Score: -26084434.000000 Penalty: 5972.963379
	Iteration 96Q: 3 clusters Score -2.608443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -26084446.000000 Penalty: 5972.963379
	Iteration 97Q: 3 clusters Score -2.608445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -26084460.000000 Penalty: 5972.963379
	Iteration 98Q: 3 clusters Score -2.608446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 167085 members 
Entering Unmasked Estep 
Score: -26084470.000000 Penalty: 5972.963379
	Iteration 99Q: 3 clusters Score -2.608447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 167100 members 
Entering Unmasked Estep 
Score: -26084496.000000 Penalty: 5972.963379
	Iteration 100F: 3 clusters Score -2.60845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 167110 members 
Entering Unmasked Estep 
Score: -26084508.000000 Penalty: 5972.963379
	Iteration 101Q: 3 clusters Score -2.608451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -26084526.000000 Penalty: 5972.963379
	Iteration 102Q: 3 clusters Score -2.608453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 167139 members 
Entering Unmasked Estep 
Score: -26084520.000000 Penalty: 5972.963379
	Iteration 103Q: 3 clusters Score -2.608452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -26084536.000000 Penalty: 5972.963379
	Iteration 104Q: 3 clusters Score -2.608454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -26084524.000000 Penalty: 5972.963379
	Iteration 105Q: 3 clusters Score -2.608452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 167161 members 
Entering Unmasked Estep 
Score: -26084510.000000 Penalty: 5972.963379
	Iteration 106Q: 3 clusters Score -2.608451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 167167 members 
Entering Unmasked Estep 
Score: -26084516.000000 Penalty: 5972.963379
	Iteration 107Q: 3 clusters Score -2.608452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -26084494.000000 Penalty: 5972.963379
	Iteration 108Q: 3 clusters Score -2.608449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -26084516.000000 Penalty: 5972.963379
	Iteration 109Q: 3 clusters Score -2.608452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -26084524.000000 Penalty: 5972.963379
	Iteration 110Q: 3 clusters Score -2.608452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167198 members 
Entering Unmasked Estep 
Score: -26084504.000000 Penalty: 5972.963379
	Iteration 111Q: 3 clusters Score -2.60845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 167204 members 
Entering Unmasked Estep 
Score: -26084502.000000 Penalty: 5972.963379
	Iteration 112Q: 3 clusters Score -2.60845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -26084498.000000 Penalty: 5972.963379
	Iteration 113Q: 3 clusters Score -2.60845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -26084522.000000 Penalty: 5972.963379
	Iteration 114Q: 3 clusters Score -2.608452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -26084488.000000 Penalty: 5972.963379
	Iteration 115Q: 3 clusters Score -2.608449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -26084506.000000 Penalty: 5972.963379
	Iteration 116Q: 3 clusters Score -2.608451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -26084504.000000 Penalty: 5972.963379
	Iteration 117Q: 3 clusters Score -2.60845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 167228 members 
Entering Unmasked Estep 
Score: -26084512.000000 Penalty: 5972.963379
	Iteration 118Q: 3 clusters Score -2.608451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 167232 members 
Entering Unmasked Estep 
Score: -26084540.000000 Penalty: 5972.963379
	Iteration 119Q: 3 clusters Score -2.608454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 167238 members 
Entering Unmasked Estep 
Score: -26084514.000000 Penalty: 5972.963379
	Iteration 120F: 3 clusters Score -2.608451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -26084526.000000 Penalty: 5972.963379
	Iteration 121Q: 3 clusters Score -2.608453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 167265 members 
Entering Unmasked Estep 
Score: -26084524.000000 Penalty: 5972.963379
	Iteration 122Q: 3 clusters Score -2.608452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 167276 members 
Entering Unmasked Estep 
Score: -26084520.000000 Penalty: 5972.963379
	Iteration 123Q: 3 clusters Score -2.608452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -26084538.000000 Penalty: 5972.963379
	Iteration 124Q: 3 clusters Score -2.608454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -26084538.000000 Penalty: 5972.963379
	Iteration 125Q: 3 clusters Score -2.608454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -26084558.000000 Penalty: 5972.963379
	Iteration 126Q: 3 clusters Score -2.608456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 167320 members 
Entering Unmasked Estep 
Score: -26084570.000000 Penalty: 5972.963379
	Iteration 127Q: 3 clusters Score -2.608457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 167335 members 
Entering Unmasked Estep 
Score: -26084566.000000 Penalty: 5972.963379
	Iteration 128Q: 3 clusters Score -2.608457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 167346 members 
Entering Unmasked Estep 
Score: -26084578.000000 Penalty: 5972.963379
	Iteration 129Q: 3 clusters Score -2.608458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 167352 members 
Entering Unmasked Estep 
Score: -26084582.000000 Penalty: 5972.963379
	Iteration 130Q: 3 clusters Score -2.608458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 167357 members 
Entering Unmasked Estep 
Score: -26084586.000000 Penalty: 5972.963379
	Iteration 131Q: 3 clusters Score -2.608459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 167354 members 
Entering Unmasked Estep 
Score: -26084600.000000 Penalty: 5972.963379
	Iteration 132Q: 3 clusters Score -2.60846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -26084600.000000 Penalty: 5972.963379
	Iteration 133Q: 3 clusters Score -2.60846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -26084616.000000 Penalty: 5972.963379
	Iteration 134Q: 3 clusters Score -2.608462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 167383 members 
Entering Unmasked Estep 
Score: -26084594.000000 Penalty: 5972.963379
	Iteration 135Q: 3 clusters Score -2.608459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -26084624.000000 Penalty: 5972.963379
	Iteration 136Q: 3 clusters Score -2.608462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 167399 members 
Entering Unmasked Estep 
Score: -26084596.000000 Penalty: 5972.963379
	Iteration 137Q: 3 clusters Score -2.60846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 167403 members 
Entering Unmasked Estep 
Score: -26084614.000000 Penalty: 5972.963379
	Iteration 138Q: 3 clusters Score -2.608461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 167407 members 
Entering Unmasked Estep 
Score: -26084598.000000 Penalty: 5972.963379
	Iteration 139Q: 3 clusters Score -2.60846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 167417 members 
Entering Unmasked Estep 
Score: -26084592.000000 Penalty: 5972.963379
	Iteration 140F: 3 clusters Score -2.608459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 167423 members 
Entering Unmasked Estep 
Score: -26084598.000000 Penalty: 5972.963379
	Iteration 141Q: 3 clusters Score -2.60846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -26084604.000000 Penalty: 5972.963379
	Iteration 142Q: 3 clusters Score -2.60846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -26084600.000000 Penalty: 5972.963379
	Iteration 143Q: 3 clusters Score -2.60846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -26084604.000000 Penalty: 5972.963379
	Iteration 144Q: 3 clusters Score -2.60846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 167445 members 
Entering Unmasked Estep 
Score: -26084586.000000 Penalty: 5972.963379
	Iteration 145Q: 3 clusters Score -2.608459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 167448 members 
Entering Unmasked Estep 
Score: -26084596.000000 Penalty: 5972.963379
	Iteration 146Q: 3 clusters Score -2.60846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -26084598.000000 Penalty: 5972.963379
	Iteration 147Q: 3 clusters Score -2.60846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -26084604.000000 Penalty: 5972.963379
	Iteration 148Q: 3 clusters Score -2.60846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -26084590.000000 Penalty: 5972.963379
	Iteration 149Q: 3 clusters Score -2.608459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -26084606.000000 Penalty: 5972.963379
	Iteration 150Q: 3 clusters Score -2.608461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -26084616.000000 Penalty: 5972.963379
	Iteration 151Q: 3 clusters Score -2.608462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -26084620.000000 Penalty: 5972.963379
	Iteration 152Q: 3 clusters Score -2.608462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 167455 members 
Entering Unmasked Estep 
Score: -26084636.000000 Penalty: 5972.963379
	Iteration 153Q: 3 clusters Score -2.608464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -26084650.000000 Penalty: 5972.963379
	Iteration 154Q: 3 clusters Score -2.608465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -26084652.000000 Penalty: 5972.963379
	Iteration 155Q: 3 clusters Score -2.608465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -26084668.000000 Penalty: 5972.963379
	Iteration 156Q: 3 clusters Score -2.608467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -26084662.000000 Penalty: 5972.963379
	Iteration 157Q: 3 clusters Score -2.608466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -26084664.000000 Penalty: 5972.963379
	Iteration 158Q: 3 clusters Score -2.608466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -26084664.000000 Penalty: 5972.963379
	Iteration 159F: 3 clusters Score -2.608466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -2367916.250000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -2367916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2356750.000000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -2356750 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2360257.000000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -2360257 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2360688.250000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -2360688 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2361133.000000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -2361133 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2361621.500000 Penalty: 4787.077148
	Iteration 4F: 3 clusters Score -2361622 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2362143.750000 Penalty: 4787.077148
	Iteration 5Q: 3 clusters Score -2362144 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2362633.500000 Penalty: 4787.077148
	Iteration 6Q: 3 clusters Score -2362634 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2363030.000000 Penalty: 4787.077148
	Iteration 7Q: 3 clusters Score -2363030 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2363376.750000 Penalty: 4787.077148
	Iteration 8Q: 3 clusters Score -2363377 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2363701.250000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -2363701 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2363988.000000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -2363988 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2364226.500000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -2364226 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2364396.000000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -2364396 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2364543.750000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -2364544 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2364663.250000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -2364663 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2364784.250000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -2364784 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2364901.500000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -2364902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2365010.250000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -2365010 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2365119.750000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -2365120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2365211.000000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -2365211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2365293.250000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -2365293 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2365381.000000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -2365381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2365454.250000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -2365454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2365528.000000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -2365528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2365594.750000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -2365595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2365634.000000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -2365634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2365668.250000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -2365668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2365702.500000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -2365702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2365733.000000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -2365733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2365752.750000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -2365753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2365764.250000 Penalty: 4787.077148
	Iteration 30Q: 3 clusters Score -2365764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2365776.000000 Penalty: 4787.077148
	Iteration 31Q: 3 clusters Score -2365776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2365785.250000 Penalty: 4787.077148
	Iteration 32Q: 3 clusters Score -2365785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2365787.250000 Penalty: 4787.077148
	Iteration 33Q: 3 clusters Score -2365787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2365798.500000 Penalty: 4787.077148
	Iteration 34Q: 3 clusters Score -2365798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2365804.250000 Penalty: 4787.077148
	Iteration 35Q: 3 clusters Score -2365804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2365808.250000 Penalty: 4787.077148
	Iteration 36Q: 3 clusters Score -2365808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2365810.000000 Penalty: 4787.077148
	Iteration 37Q: 3 clusters Score -2365810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2365814.250000 Penalty: 4787.077148
	Iteration 38Q: 3 clusters Score -2365814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2365820.500000 Penalty: 4787.077148
	Iteration 39Q: 3 clusters Score -2365820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2365823.250000 Penalty: 4787.077148
	Iteration 40F: 3 clusters Score -2365823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2365824.000000 Penalty: 4787.077148
	Iteration 41Q: 3 clusters Score -2365824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2365825.250000 Penalty: 4787.077148
	Iteration 42Q: 3 clusters Score -2365825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2365825.250000 Penalty: 4787.077148
	Iteration 43Q: 3 clusters Score -2365825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2365832.750000 Penalty: 4787.077148
	Iteration 44Q: 3 clusters Score -2365833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2365838.250000 Penalty: 4787.077148
	Iteration 45Q: 3 clusters Score -2365838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2365843.250000 Penalty: 4787.077148
	Iteration 46Q: 3 clusters Score -2365843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2365849.000000 Penalty: 4787.077148
	Iteration 47Q: 3 clusters Score -2365849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2365854.750000 Penalty: 4787.077148
	Iteration 48Q: 3 clusters Score -2365855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2365866.250000 Penalty: 4787.077148
	Iteration 49Q: 3 clusters Score -2365866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2365870.500000 Penalty: 4787.077148
	Iteration 50Q: 3 clusters Score -2365870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2365869.500000 Penalty: 4787.077148
	Iteration 51Q: 3 clusters Score -2365870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2365870.500000 Penalty: 4787.077148
	Iteration 52Q: 3 clusters Score -2365870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2365870.250000 Penalty: 4787.077148
	Iteration 53Q: 3 clusters Score -2365870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2365871.750000 Penalty: 4787.077148
	Iteration 54Q: 3 clusters Score -2365872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2365872.500000 Penalty: 4787.077148
	Iteration 55Q: 3 clusters Score -2365872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2365877.000000 Penalty: 4787.077148
	Iteration 56Q: 3 clusters Score -2365877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2365876.250000 Penalty: 4787.077148
	Iteration 57Q: 3 clusters Score -2365876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2365876.500000 Penalty: 4787.077148
	Iteration 58Q: 3 clusters Score -2365876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2365878.500000 Penalty: 4787.077148
	Iteration 59Q: 3 clusters Score -2365878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2365878.000000 Penalty: 4787.077148
	Iteration 60F: 3 clusters Score -2365878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2365879.750000 Penalty: 4787.077148
	Iteration 61Q: 3 clusters Score -2365880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2365879.250000 Penalty: 4787.077148
	Iteration 62Q: 3 clusters Score -2365879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2365880.000000 Penalty: 4787.077148
	Iteration 63Q: 3 clusters Score -2365880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2365880.000000 Penalty: 4787.077148
	Iteration 64F: 3 clusters Score -2365880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -658516.937500 Penalty: 2087.563232
	Iteration 0F: 2 clusters Score -658516.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -654322.000000 Penalty: 4175.126465
	Iteration 0F: 3 clusters Score -654322 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -655299.250000 Penalty: 4175.126465
	Iteration 1F: 3 clusters Score -655299.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -655508.750000 Penalty: 4175.126465
	Iteration 2F: 3 clusters Score -655508.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -655611.250000 Penalty: 4175.126465
	Iteration 3Q: 3 clusters Score -655611.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -655673.312500 Penalty: 4175.126465
	Iteration 4Q: 3 clusters Score -655673.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -655717.875000 Penalty: 4175.126465
	Iteration 5Q: 3 clusters Score -655717.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -655755.875000 Penalty: 4175.126465
	Iteration 6Q: 3 clusters Score -655755.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -655789.562500 Penalty: 4175.126465
	Iteration 7Q: 3 clusters Score -655789.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -655817.625000 Penalty: 4175.126465
	Iteration 8Q: 3 clusters Score -655817.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -655843.562500 Penalty: 4175.126465
	Iteration 9Q: 3 clusters Score -655843.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -655863.000000 Penalty: 4175.126465
	Iteration 10Q: 3 clusters Score -655863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -655873.937500 Penalty: 4175.126465
	Iteration 11Q: 3 clusters Score -655873.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -655884.562500 Penalty: 4175.126465
	Iteration 12Q: 3 clusters Score -655884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -655890.000000 Penalty: 4175.126465
	Iteration 13Q: 3 clusters Score -655890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -655893.062500 Penalty: 4175.126465
	Iteration 14Q: 3 clusters Score -655893.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -655898.125000 Penalty: 4175.126465
	Iteration 15Q: 3 clusters Score -655898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -655901.125000 Penalty: 4175.126465
	Iteration 16Q: 3 clusters Score -655901.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -655909.312500 Penalty: 4175.126465
	Iteration 17Q: 3 clusters Score -655909.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655914.250000 Penalty: 4175.126465
	Iteration 18Q: 3 clusters Score -655914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -655919.937500 Penalty: 4175.126465
	Iteration 19Q: 3 clusters Score -655919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -655924.250000 Penalty: 4175.126465
	Iteration 20F: 3 clusters Score -655924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -655928.187500 Penalty: 4175.126465
	Iteration 21Q: 3 clusters Score -655928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -655933.687500 Penalty: 4175.126465
	Iteration 22Q: 3 clusters Score -655933.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -655940.187500 Penalty: 4175.126465
	Iteration 23Q: 3 clusters Score -655940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -655947.125000 Penalty: 4175.126465
	Iteration 24Q: 3 clusters Score -655947.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -655951.937500 Penalty: 4175.126465
	Iteration 25Q: 3 clusters Score -655951.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -655955.750000 Penalty: 4175.126465
	Iteration 26Q: 3 clusters Score -655955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -655959.000000 Penalty: 4175.126465
	Iteration 27Q: 3 clusters Score -655959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -655964.437500 Penalty: 4175.126465
	Iteration 28Q: 3 clusters Score -655964.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -655968.000000 Penalty: 4175.126465
	Iteration 29Q: 3 clusters Score -655968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -655971.375000 Penalty: 4175.126465
	Iteration 30Q: 3 clusters Score -655971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -655974.562500 Penalty: 4175.126465
	Iteration 31Q: 3 clusters Score -655974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -655983.562500 Penalty: 4175.126465
	Iteration 32Q: 3 clusters Score -655983.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -655991.875000 Penalty: 4175.126465
	Iteration 33Q: 3 clusters Score -655991.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -656000.750000 Penalty: 4175.126465
	Iteration 34Q: 3 clusters Score -656000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -656012.250000 Penalty: 4175.126465
	Iteration 35Q: 3 clusters Score -656012.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -656022.312500 Penalty: 4175.126465
	Iteration 36Q: 3 clusters Score -656022.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -656027.687500 Penalty: 4175.126465
	Iteration 37Q: 3 clusters Score -656027.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -656036.812500 Penalty: 4175.126465
	Iteration 38Q: 3 clusters Score -656036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -656041.125000 Penalty: 4175.126465
	Iteration 39Q: 3 clusters Score -656041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -656047.812500 Penalty: 4175.126465
	Iteration 40F: 3 clusters Score -656047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -656051.937500 Penalty: 4175.126465
	Iteration 41Q: 3 clusters Score -656051.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -656058.375000 Penalty: 4175.126465
	Iteration 42Q: 3 clusters Score -656058.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -656072.187500 Penalty: 4175.126465
	Iteration 43Q: 3 clusters Score -656072.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -656080.062500 Penalty: 4175.126465
	Iteration 44Q: 3 clusters Score -656080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -656089.125000 Penalty: 4175.126465
	Iteration 45Q: 3 clusters Score -656089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -656092.375000 Penalty: 4175.126465
	Iteration 46Q: 3 clusters Score -656092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -656095.437500 Penalty: 4175.126465
	Iteration 47Q: 3 clusters Score -656095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -656098.125000 Penalty: 4175.126465
	Iteration 48Q: 3 clusters Score -656098.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -656103.562500 Penalty: 4175.126465
	Iteration 49Q: 3 clusters Score -656103.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -656108.375000 Penalty: 4175.126465
	Iteration 50Q: 3 clusters Score -656108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -656112.125000 Penalty: 4175.126465
	Iteration 51Q: 3 clusters Score -656112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -656115.750000 Penalty: 4175.126465
	Iteration 52Q: 3 clusters Score -656115.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -656118.562500 Penalty: 4175.126465
	Iteration 53Q: 3 clusters Score -656118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -656123.062500 Penalty: 4175.126465
	Iteration 54Q: 3 clusters Score -656123.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -656129.062500 Penalty: 4175.126465
	Iteration 55Q: 3 clusters Score -656129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -656137.875000 Penalty: 4175.126465
	Iteration 56Q: 3 clusters Score -656137.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -656143.250000 Penalty: 4175.126465
	Iteration 57Q: 3 clusters Score -656143.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -656149.687500 Penalty: 4175.126465
	Iteration 58Q: 3 clusters Score -656149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -656155.312500 Penalty: 4175.126465
	Iteration 59Q: 3 clusters Score -656155.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -656159.250000 Penalty: 4175.126465
	Iteration 60F: 3 clusters Score -656159.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -656163.937500 Penalty: 4175.126465
	Iteration 61Q: 3 clusters Score -656163.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -656171.125000 Penalty: 4175.126465
	Iteration 62Q: 3 clusters Score -656171.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -656180.125000 Penalty: 4175.126465
	Iteration 63Q: 3 clusters Score -656180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -656186.812500 Penalty: 4175.126465
	Iteration 64Q: 3 clusters Score -656186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -656191.937500 Penalty: 4175.126465
	Iteration 65Q: 3 clusters Score -656191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -656199.750000 Penalty: 4175.126465
	Iteration 66Q: 3 clusters Score -656199.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -656208.625000 Penalty: 4175.126465
	Iteration 67Q: 3 clusters Score -656208.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -656213.875000 Penalty: 4175.126465
	Iteration 68Q: 3 clusters Score -656213.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -656218.062500 Penalty: 4175.126465
	Iteration 69Q: 3 clusters Score -656218.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -656224.812500 Penalty: 4175.126465
	Iteration 70Q: 3 clusters Score -656224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -656228.625000 Penalty: 4175.126465
	Iteration 71Q: 3 clusters Score -656228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -656233.750000 Penalty: 4175.126465
	Iteration 72Q: 3 clusters Score -656233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -656241.875000 Penalty: 4175.126465
	Iteration 73Q: 3 clusters Score -656241.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -656251.125000 Penalty: 4175.126465
	Iteration 74Q: 3 clusters Score -656251.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -656257.687500 Penalty: 4175.126465
	Iteration 75Q: 3 clusters Score -656257.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -656262.812500 Penalty: 4175.126465
	Iteration 76Q: 3 clusters Score -656262.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656267.625000 Penalty: 4175.126465
	Iteration 77Q: 3 clusters Score -656267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -656273.875000 Penalty: 4175.126465
	Iteration 78Q: 3 clusters Score -656273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -656282.062500 Penalty: 4175.126465
	Iteration 79Q: 3 clusters Score -656282.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -656291.687500 Penalty: 4175.126465
	Iteration 80F: 3 clusters Score -656291.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -656301.625000 Penalty: 4175.126465
	Iteration 81Q: 3 clusters Score -656301.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -656309.937500 Penalty: 4175.126465
	Iteration 82Q: 3 clusters Score -656309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -656315.062500 Penalty: 4175.126465
	Iteration 83Q: 3 clusters Score -656315.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -656323.875000 Penalty: 4175.126465
	Iteration 84Q: 3 clusters Score -656323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -656332.375000 Penalty: 4175.126465
	Iteration 85Q: 3 clusters Score -656332.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -656340.375000 Penalty: 4175.126465
	Iteration 86Q: 3 clusters Score -656340.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -656348.062500 Penalty: 4175.126465
	Iteration 87Q: 3 clusters Score -656348.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -656361.250000 Penalty: 4175.126465
	Iteration 88Q: 3 clusters Score -656361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -656373.812500 Penalty: 4175.126465
	Iteration 89Q: 3 clusters Score -656373.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -656384.250000 Penalty: 4175.126465
	Iteration 90Q: 3 clusters Score -656384.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -656394.125000 Penalty: 4175.126465
	Iteration 91Q: 3 clusters Score -656394.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -656406.250000 Penalty: 4175.126465
	Iteration 92Q: 3 clusters Score -656406.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -656413.750000 Penalty: 4175.126465
	Iteration 93Q: 3 clusters Score -656413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -656423.500000 Penalty: 4175.126465
	Iteration 94Q: 3 clusters Score -656423.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -656432.125000 Penalty: 4175.126465
	Iteration 95Q: 3 clusters Score -656432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -656442.062500 Penalty: 4175.126465
	Iteration 96Q: 3 clusters Score -656442.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -656453.250000 Penalty: 4175.126465
	Iteration 97Q: 3 clusters Score -656453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -656463.937500 Penalty: 4175.126465
	Iteration 98Q: 3 clusters Score -656463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -656469.500000 Penalty: 4175.126465
	Iteration 99Q: 3 clusters Score -656469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -656473.375000 Penalty: 4175.126465
	Iteration 100F: 3 clusters Score -656473.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -656481.875000 Penalty: 4175.126465
	Iteration 101Q: 3 clusters Score -656481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -656485.937500 Penalty: 4175.126465
	Iteration 102Q: 3 clusters Score -656485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -656489.937500 Penalty: 4175.126465
	Iteration 103Q: 3 clusters Score -656489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -656492.437500 Penalty: 4175.126465
	Iteration 104Q: 3 clusters Score -656492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -656493.125000 Penalty: 4175.126465
	Iteration 105Q: 3 clusters Score -656493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -656494.687500 Penalty: 4175.126465
	Iteration 106Q: 3 clusters Score -656494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -656500.000000 Penalty: 4175.126465
	Iteration 107Q: 3 clusters Score -656500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -656502.125000 Penalty: 4175.126465
	Iteration 108Q: 3 clusters Score -656502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -656504.375000 Penalty: 4175.126465
	Iteration 109Q: 3 clusters Score -656504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -656506.125000 Penalty: 4175.126465
	Iteration 110Q: 3 clusters Score -656506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -656509.187500 Penalty: 4175.126465
	Iteration 111Q: 3 clusters Score -656509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -656510.687500 Penalty: 4175.126465
	Iteration 112Q: 3 clusters Score -656510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -656513.750000 Penalty: 4175.126465
	Iteration 113Q: 3 clusters Score -656513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -656516.125000 Penalty: 4175.126465
	Iteration 114Q: 3 clusters Score -656516.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -656519.250000 Penalty: 4175.126465
	Iteration 115Q: 3 clusters Score -656519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -656522.500000 Penalty: 4175.126465
	Iteration 116Q: 3 clusters Score -656522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -656523.562500 Penalty: 4175.126465
	Iteration 117Q: 3 clusters Score -656523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -656524.562500 Penalty: 4175.126465
	Iteration 118Q: 3 clusters Score -656524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -656526.125000 Penalty: 4175.126465
	Iteration 119Q: 3 clusters Score -656526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -656526.875000 Penalty: 4175.126465
	Iteration 120F: 3 clusters Score -656526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -656529.500000 Penalty: 4175.126465
	Iteration 121Q: 3 clusters Score -656529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -656531.375000 Penalty: 4175.126465
	Iteration 122Q: 3 clusters Score -656531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -656532.937500 Penalty: 4175.126465
	Iteration 123Q: 3 clusters Score -656532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -656535.687500 Penalty: 4175.126465
	Iteration 124Q: 3 clusters Score -656535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -656539.687500 Penalty: 4175.126465
	Iteration 125Q: 3 clusters Score -656539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -656542.312500 Penalty: 4175.126465
	Iteration 126Q: 3 clusters Score -656542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -656547.437500 Penalty: 4175.126465
	Iteration 127Q: 3 clusters Score -656547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -656552.687500 Penalty: 4175.126465
	Iteration 128Q: 3 clusters Score -656552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -656556.875000 Penalty: 4175.126465
	Iteration 129Q: 3 clusters Score -656556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -656562.937500 Penalty: 4175.126465
	Iteration 130Q: 3 clusters Score -656562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -656572.125000 Penalty: 4175.126465
	Iteration 131Q: 3 clusters Score -656572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -656577.625000 Penalty: 4175.126465
	Iteration 132Q: 3 clusters Score -656577.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -656580.750000 Penalty: 4175.126465
	Iteration 133Q: 3 clusters Score -656580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -656590.312500 Penalty: 4175.126465
	Iteration 134Q: 3 clusters Score -656590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -656600.750000 Penalty: 4175.126465
	Iteration 135Q: 3 clusters Score -656600.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -656609.875000 Penalty: 4175.126465
	Iteration 136Q: 3 clusters Score -656609.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -656616.187500 Penalty: 4175.126465
	Iteration 137Q: 3 clusters Score -656616.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -656623.625000 Penalty: 4175.126465
	Iteration 138Q: 3 clusters Score -656623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -656626.500000 Penalty: 4175.126465
	Iteration 139Q: 3 clusters Score -656626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -656628.812500 Penalty: 4175.126465
	Iteration 140F: 3 clusters Score -656628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -656631.250000 Penalty: 4175.126465
	Iteration 141Q: 3 clusters Score -656631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -656631.375000 Penalty: 4175.126465
	Iteration 142Q: 3 clusters Score -656631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -656633.000000 Penalty: 4175.126465
	Iteration 143Q: 3 clusters Score -656633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -656635.062500 Penalty: 4175.126465
	Iteration 144Q: 3 clusters Score -656635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -656635.625000 Penalty: 4175.126465
	Iteration 145Q: 3 clusters Score -656635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -656636.750000 Penalty: 4175.126465
	Iteration 146Q: 3 clusters Score -656636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -656637.500000 Penalty: 4175.126465
	Iteration 147Q: 3 clusters Score -656637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -656637.500000 Penalty: 4175.126465
	Iteration 148F: 3 clusters Score -656637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Entering Unmasked Estep 
Score: -3205391.750000 Penalty: 2471.996826
	Iteration 0F: 2 clusters Score -3205392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3190442.000000 Penalty: 4943.993652
	Iteration 0F: 3 clusters Score -3190442 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3195838.000000 Penalty: 4943.993652
	Iteration 1F: 3 clusters Score -3195838 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3196659.250000 Penalty: 4943.993652
	Iteration 2F: 3 clusters Score -3196659 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3197417.750000 Penalty: 4943.993652
	Iteration 3F: 3 clusters Score -3197418 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3198179.000000 Penalty: 4943.993652
	Iteration 4F: 3 clusters Score -3198179 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3199022.500000 Penalty: 4943.993652
	Iteration 5F: 3 clusters Score -3199022 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3199920.000000 Penalty: 4943.993652
	Iteration 6F: 3 clusters Score -3199920 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3200900.500000 Penalty: 4943.993652
	Iteration 7F: 3 clusters Score -3200900 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3201812.750000 Penalty: 4943.993652
	Iteration 8F: 3 clusters Score -3201813 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3202583.250000 Penalty: 4943.993652
	Iteration 9Q: 3 clusters Score -3202583 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3203189.000000 Penalty: 4943.993652
	Iteration 10Q: 3 clusters Score -3203189 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3203584.000000 Penalty: 4943.993652
	Iteration 11Q: 3 clusters Score -3203584 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3203802.750000 Penalty: 4943.993652
	Iteration 12Q: 3 clusters Score -3203803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3203920.750000 Penalty: 4943.993652
	Iteration 13Q: 3 clusters Score -3203921 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3203995.500000 Penalty: 4943.993652
	Iteration 14Q: 3 clusters Score -3203996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3204065.500000 Penalty: 4943.993652
	Iteration 15Q: 3 clusters Score -3204066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3204121.250000 Penalty: 4943.993652
	Iteration 16Q: 3 clusters Score -3204121 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3204151.750000 Penalty: 4943.993652
	Iteration 17Q: 3 clusters Score -3204152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3204196.250000 Penalty: 4943.993652
	Iteration 18Q: 3 clusters Score -3204196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3204248.500000 Penalty: 4943.993652
	Iteration 19Q: 3 clusters Score -3204248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3204294.750000 Penalty: 4943.993652
	Iteration 20F: 3 clusters Score -3204295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3204346.500000 Penalty: 4943.993652
	Iteration 21Q: 3 clusters Score -3204346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3204417.250000 Penalty: 4943.993652
	Iteration 22Q: 3 clusters Score -3204417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3204534.500000 Penalty: 4943.993652
	Iteration 23Q: 3 clusters Score -3204534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3204778.750000 Penalty: 4943.993652
	Iteration 24Q: 3 clusters Score -3204779 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3204924.500000 Penalty: 4943.993652
	Iteration 25Q: 3 clusters Score -3204924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3204970.250000 Penalty: 4943.993652
	Iteration 26Q: 3 clusters Score -3204970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3204975.750000 Penalty: 4943.993652
	Iteration 27Q: 3 clusters Score -3204976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3204987.500000 Penalty: 4943.993652
	Iteration 28Q: 3 clusters Score -3204988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3204991.000000 Penalty: 4943.993652
	Iteration 29Q: 3 clusters Score -3204991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3204996.250000 Penalty: 4943.993652
	Iteration 30Q: 3 clusters Score -3204996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3204995.000000 Penalty: 4943.993652
	Iteration 31Q: 3 clusters Score -3204995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3204995.000000 Penalty: 4943.993652
	Iteration 32F: 3 clusters Score -3204995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -118722.960938 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -118723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116864.960938 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -116865 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117167.609375 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -117167.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117279.117188 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -117279.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117379.953125 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -117380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117483.421875 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -117483.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117583.953125 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -117584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117695.765625 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -117695.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117771.296875 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -117771.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117839.015625 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -117839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117910.476562 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -117910.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117949.601562 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -117949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117986.468750 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -117986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118030.578125 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -118030.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118080.679688 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -118080.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118128.804688 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -118128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118174.406250 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -118174.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118200.335938 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -118200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118213.296875 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -118213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118220.687500 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -118220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118222.765625 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -118222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118223.875000 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -118223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118226.039062 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -118226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118228.125000 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -118228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118234.992188 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -118235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -118245.140625 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -118245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -118257.156250 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -118257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118258.085938 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -118258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -118260.242188 Penalty: 3361.712646
	Iteration 27Q: 3 clusters Score -118260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118266.281250 Penalty: 3361.712646
	Iteration 28Q: 3 clusters Score -118266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -118269.890625 Penalty: 3361.712646
	Iteration 29Q: 3 clusters Score -118269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -118270.835938 Penalty: 3361.712646
	Iteration 30Q: 3 clusters Score -118270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -118270.835938 Penalty: 3361.712646
	Iteration 31F: 3 clusters Score -118270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -72767.187500 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -72767.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71219.250000 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -71219.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71360.640625 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -71360.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71414.687500 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -71414.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71466.257812 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -71466.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71510.742188 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -71510.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71549.828125 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -71549.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71590.109375 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -71590.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71628.546875 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -71628.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71669.421875 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -71669.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71701.906250 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -71701.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71784.789062 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -71784.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71888.945312 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -71888.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72059.578125 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -72059.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72137.867188 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -72137.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72225.296875 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -72225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72300.640625 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -72300.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72335.773438 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -72335.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -72350.914062 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -72350.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72354.242188 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -72354.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72354.242188 Penalty: 3089.341309
	Iteration 19F: 3 clusters Score -72354.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15751.564453 Penalty: 1229.045166
	Iteration 0F: 2 clusters Score -15751.56 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 69 members 
Entering Unmasked Estep 
Score: -14820.428711 Penalty: 2458.090332
	Iteration 0F: 3 clusters Score -14820.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14837.697266 Penalty: 2458.090332
	Iteration 1Q: 3 clusters Score -14837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14860.216797 Penalty: 2458.090332
	Iteration 2Q: 3 clusters Score -14860.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14876.739258 Penalty: 2458.090332
	Iteration 3Q: 3 clusters Score -14876.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14883.699219 Penalty: 2458.090332
	Iteration 4Q: 3 clusters Score -14883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14883.699219 Penalty: 2458.090332
	Iteration 5F: 3 clusters Score -14883.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -291857.812500 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -291857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289229.187500 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -289229.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -289915.187500 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -289915.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -290256.156250 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -290256.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -290519.687500 Penalty: 3790.929688
	Iteration 3F: 3 clusters Score -290519.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -290748.062500 Penalty: 3790.929688
	Iteration 4F: 3 clusters Score -290748.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -290903.781250 Penalty: 3790.929688
	Iteration 5F: 3 clusters Score -290903.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -291018.281250 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -291018.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -291099.968750 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -291100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -291152.687500 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -291152.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -291176.031250 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -291176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291184.656250 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -291184.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291194.031250 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -291194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291199.843750 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -291199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291202.906250 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -291202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291204.156250 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -291204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291204.281250 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -291204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291204.281250 Penalty: 3790.929688
	Iteration 16F: 3 clusters Score -291204.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -460628.750000 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -460628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -457250.656250 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -457250.7 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -457882.937500 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -457882.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -458070.406250 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -458070.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -458195.906250 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -458195.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -458315.156250 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -458315.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -458408.781250 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -458408.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -458487.218750 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -458487.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -458583.156250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -458583.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -458660.375000 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -458660.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -458719.562500 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -458719.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -458764.500000 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -458764.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -458812.125000 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -458812.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -458852.437500 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -458852.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -458884.562500 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -458884.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -458903.750000 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -458903.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -458922.156250 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -458922.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -458939.843750 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -458939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -458950.187500 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -458950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -458961.093750 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -458961.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -458970.750000 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -458970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -458978.625000 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -458978.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -458987.093750 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -458987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -458992.062500 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -458992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -458993.656250 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -458993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -458997.593750 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -458997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -458999.968750 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -459000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -459001.656250 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -459001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -459003.468750 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -459003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -459005.468750 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -459005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -459006.125000 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -459006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -459006.406250 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -459006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459006.093750 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -459006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459006.093750 Penalty: 3989.498047
	Iteration 32F: 3 clusters Score -459006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1711955.250000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1711955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1703328.375000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1703328 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1705938.375000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1705938 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1706345.250000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1706345 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1706676.125000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1706676 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1706995.750000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -1706996 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1707329.000000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1707329 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1707664.250000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1707664 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1707994.250000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1707994 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1708257.750000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1708258 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1708479.250000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1708479 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1708662.000000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1708662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1708826.125000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1708826 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1708948.875000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1708949 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1709029.125000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1709029 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1709083.625000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1709084 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1709130.250000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1709130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1709157.625000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1709158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1709191.000000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1709191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1709208.625000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1709209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1709233.500000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1709234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1709245.625000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1709246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1709263.875000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1709264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1709289.875000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1709290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1709306.375000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1709306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1709325.875000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1709326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1709346.500000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1709346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1709365.875000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1709366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1709390.625000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1709391 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1709419.625000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1709420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1709462.125000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1709462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1709502.875000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1709503 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1709541.625000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1709542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1709596.000000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1709596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1709663.125000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1709663 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1709714.250000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1709714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1709773.750000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1709774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1709808.375000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1709808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1709832.250000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1709832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1709854.375000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1709854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1709875.875000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1709876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1709877.625000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1709878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1709888.500000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1709888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1709893.375000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1709893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1709900.500000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1709900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1709908.500000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1709908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1709913.875000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1709914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1709918.750000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1709919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1709925.125000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1709925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1709931.750000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1709932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1709942.375000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1709942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1709945.125000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1709945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1709958.250000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1709958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1709961.500000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1709962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1709966.375000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1709966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1709968.125000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1709968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1709972.500000 Penalty: 4630.963867
	Iteration 55Q: 3 clusters Score -1709972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1709972.750000 Penalty: 4630.963867
	Iteration 56Q: 3 clusters Score -1709973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1709980.500000 Penalty: 4630.963867
	Iteration 57Q: 3 clusters Score -1709980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1709985.500000 Penalty: 4630.963867
	Iteration 58Q: 3 clusters Score -1709986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1709989.625000 Penalty: 4630.963867
	Iteration 59Q: 3 clusters Score -1709990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1709989.625000 Penalty: 4630.963867
	Iteration 60F: 3 clusters Score -1709990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1709992.500000 Penalty: 4630.963867
	Iteration 61Q: 3 clusters Score -1709992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1709995.375000 Penalty: 4630.963867
	Iteration 62Q: 3 clusters Score -1709995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1709997.875000 Penalty: 4630.963867
	Iteration 63Q: 3 clusters Score -1709998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1710001.375000 Penalty: 4630.963867
	Iteration 64Q: 3 clusters Score -1710001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1710006.625000 Penalty: 4630.963867
	Iteration 65Q: 3 clusters Score -1710007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1710002.625000 Penalty: 4630.963867
	Iteration 66Q: 3 clusters Score -1710003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1710004.875000 Penalty: 4630.963867
	Iteration 67Q: 3 clusters Score -1710005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1710003.125000 Penalty: 4630.963867
	Iteration 68Q: 3 clusters Score -1710003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1710009.500000 Penalty: 4630.963867
	Iteration 69Q: 3 clusters Score -1710010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1710009.000000 Penalty: 4630.963867
	Iteration 70Q: 3 clusters Score -1710009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1710008.625000 Penalty: 4630.963867
	Iteration 71Q: 3 clusters Score -1710009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1710012.875000 Penalty: 4630.963867
	Iteration 72Q: 3 clusters Score -1710013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1710013.750000 Penalty: 4630.963867
	Iteration 73Q: 3 clusters Score -1710014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1710013.125000 Penalty: 4630.963867
	Iteration 74Q: 3 clusters Score -1710013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1710012.375000 Penalty: 4630.963867
	Iteration 75Q: 3 clusters Score -1710012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1710011.250000 Penalty: 4630.963867
	Iteration 76Q: 3 clusters Score -1710011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1710015.000000 Penalty: 4630.963867
	Iteration 77Q: 3 clusters Score -1710015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1710013.750000 Penalty: 4630.963867
	Iteration 78Q: 3 clusters Score -1710014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1710013.750000 Penalty: 4630.963867
	Iteration 79F: 3 clusters Score -1710014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -501943.593750 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -501943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -498500.843750 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -498500.8 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -499257.000000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -499257 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -499424.312500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -499424.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -499528.250000 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -499528.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -499583.312500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -499583.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -499624.875000 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -499624.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -499660.156250 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -499660.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -499689.343750 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -499689.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -499707.156250 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -499707.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -499719.656250 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -499719.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -499731.531250 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -499731.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -499745.750000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -499745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -499760.625000 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -499760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -499774.687500 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -499774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -499792.281250 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -499792.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -499816.531250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -499816.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -499835.281250 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -499835.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -499853.093750 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -499853.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -499876.031250 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -499876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -499906.843750 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -499906.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -499947.843750 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -499947.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -500007.125000 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -500007.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -500062.187500 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -500062.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -500114.906250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -500114.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -500159.968750 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -500160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -500200.156250 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -500200.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -500237.281250 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -500237.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -500271.062500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -500271.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -500293.250000 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -500293.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -500306.937500 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -500306.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -500320.625000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -500320.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -500332.500000 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -500332.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -500348.218750 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -500348.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -500361.187500 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -500361.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -500373.718750 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -500373.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500388.187500 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -500388.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -500408.062500 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -500408.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -500428.843750 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -500428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -500446.406250 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -500446.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -500460.218750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -500460.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500473.750000 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -500473.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -500493.187500 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -500493.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -500535.125000 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -500535.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -500580.281250 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -500580.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -500621.250000 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -500621.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -500664.906250 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -500664.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -500705.468750 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -500705.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -500754.125000 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -500754.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -500805.000000 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -500805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -500844.468750 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -500844.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500867.468750 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -500867.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -500893.750000 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -500893.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500925.656250 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -500925.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -500950.593750 Penalty: 4026.334961
	Iteration 53Q: 3 clusters Score -500950.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -500971.843750 Penalty: 4026.334961
	Iteration 54Q: 3 clusters Score -500971.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -500986.500000 Penalty: 4026.334961
	Iteration 55Q: 3 clusters Score -500986.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -501002.968750 Penalty: 4026.334961
	Iteration 56Q: 3 clusters Score -501003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -501014.250000 Penalty: 4026.334961
	Iteration 57Q: 3 clusters Score -501014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -501021.531250 Penalty: 4026.334961
	Iteration 58Q: 3 clusters Score -501021.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -501033.531250 Penalty: 4026.334961
	Iteration 59Q: 3 clusters Score -501033.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -501040.500000 Penalty: 4026.334961
	Iteration 60F: 3 clusters Score -501040.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -501049.593750 Penalty: 4026.334961
	Iteration 61Q: 3 clusters Score -501049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -501055.093750 Penalty: 4026.334961
	Iteration 62Q: 3 clusters Score -501055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -501061.625000 Penalty: 4026.334961
	Iteration 63Q: 3 clusters Score -501061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -501068.312500 Penalty: 4026.334961
	Iteration 64Q: 3 clusters Score -501068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -501069.718750 Penalty: 4026.334961
	Iteration 65Q: 3 clusters Score -501069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -501071.656250 Penalty: 4026.334961
	Iteration 66Q: 3 clusters Score -501071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -501072.781250 Penalty: 4026.334961
	Iteration 67Q: 3 clusters Score -501072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -501073.062500 Penalty: 4026.334961
	Iteration 68Q: 3 clusters Score -501073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -501072.781250 Penalty: 4026.334961
	Iteration 69Q: 3 clusters Score -501072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -501073.281250 Penalty: 4026.334961
	Iteration 70Q: 3 clusters Score -501073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -501073.281250 Penalty: 4026.334961
	Iteration 71F: 3 clusters Score -501073.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Entering Unmasked Estep 
Score: -1863011.875000 Penalty: 2353.373779
	Iteration 0F: 2 clusters Score -1863012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1853327.875000 Penalty: 4706.747559
	Iteration 0F: 3 clusters Score -1853328 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1856594.875000 Penalty: 4706.747559
	Iteration 1F: 3 clusters Score -1856595 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1857153.375000 Penalty: 4706.747559
	Iteration 2F: 3 clusters Score -1857153 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1857758.875000 Penalty: 4706.747559
	Iteration 3F: 3 clusters Score -1857759 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1858330.625000 Penalty: 4706.747559
	Iteration 4F: 3 clusters Score -1858331 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1858801.750000 Penalty: 4706.747559
	Iteration 5F: 3 clusters Score -1858802 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1859163.125000 Penalty: 4706.747559
	Iteration 6Q: 3 clusters Score -1859163 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1859426.750000 Penalty: 4706.747559
	Iteration 7Q: 3 clusters Score -1859427 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1859623.875000 Penalty: 4706.747559
	Iteration 8Q: 3 clusters Score -1859624 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1859764.250000 Penalty: 4706.747559
	Iteration 9Q: 3 clusters Score -1859764 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1859875.875000 Penalty: 4706.747559
	Iteration 10Q: 3 clusters Score -1859876 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1859957.000000 Penalty: 4706.747559
	Iteration 11Q: 3 clusters Score -1859957 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1860037.875000 Penalty: 4706.747559
	Iteration 12Q: 3 clusters Score -1860038 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1860097.250000 Penalty: 4706.747559
	Iteration 13Q: 3 clusters Score -1860097 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1860162.625000 Penalty: 4706.747559
	Iteration 14Q: 3 clusters Score -1860163 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1860232.875000 Penalty: 4706.747559
	Iteration 15Q: 3 clusters Score -1860233 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1860294.000000 Penalty: 4706.747559
	Iteration 16Q: 3 clusters Score -1860294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1860342.000000 Penalty: 4706.747559
	Iteration 17Q: 3 clusters Score -1860342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1860390.500000 Penalty: 4706.747559
	Iteration 18Q: 3 clusters Score -1860390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1860435.000000 Penalty: 4706.747559
	Iteration 19Q: 3 clusters Score -1860435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1860463.250000 Penalty: 4706.747559
	Iteration 20F: 3 clusters Score -1860463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1860508.000000 Penalty: 4706.747559
	Iteration 21Q: 3 clusters Score -1860508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1860541.000000 Penalty: 4706.747559
	Iteration 22Q: 3 clusters Score -1860541 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1860569.375000 Penalty: 4706.747559
	Iteration 23Q: 3 clusters Score -1860569 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1860596.875000 Penalty: 4706.747559
	Iteration 24Q: 3 clusters Score -1860597 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1860621.000000 Penalty: 4706.747559
	Iteration 25Q: 3 clusters Score -1860621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1860651.125000 Penalty: 4706.747559
	Iteration 26Q: 3 clusters Score -1860651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1860669.250000 Penalty: 4706.747559
	Iteration 27Q: 3 clusters Score -1860669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1860686.250000 Penalty: 4706.747559
	Iteration 28Q: 3 clusters Score -1860686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1860699.375000 Penalty: 4706.747559
	Iteration 29Q: 3 clusters Score -1860699 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1860713.375000 Penalty: 4706.747559
	Iteration 30Q: 3 clusters Score -1860713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1860725.250000 Penalty: 4706.747559
	Iteration 31Q: 3 clusters Score -1860725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1860744.250000 Penalty: 4706.747559
	Iteration 32Q: 3 clusters Score -1860744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1860763.750000 Penalty: 4706.747559
	Iteration 33Q: 3 clusters Score -1860764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1860785.625000 Penalty: 4706.747559
	Iteration 34Q: 3 clusters Score -1860786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1860798.750000 Penalty: 4706.747559
	Iteration 35Q: 3 clusters Score -1860799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1860818.125000 Penalty: 4706.747559
	Iteration 36Q: 3 clusters Score -1860818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1860821.875000 Penalty: 4706.747559
	Iteration 37Q: 3 clusters Score -1860822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1860829.125000 Penalty: 4706.747559
	Iteration 38Q: 3 clusters Score -1860829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1860841.250000 Penalty: 4706.747559
	Iteration 39Q: 3 clusters Score -1860841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1860851.125000 Penalty: 4706.747559
	Iteration 40F: 3 clusters Score -1860851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1860870.625000 Penalty: 4706.747559
	Iteration 41Q: 3 clusters Score -1860871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1860884.000000 Penalty: 4706.747559
	Iteration 42Q: 3 clusters Score -1860884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1860910.500000 Penalty: 4706.747559
	Iteration 43Q: 3 clusters Score -1860910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1860940.000000 Penalty: 4706.747559
	Iteration 44Q: 3 clusters Score -1860940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1860958.875000 Penalty: 4706.747559
	Iteration 45Q: 3 clusters Score -1860959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1860992.125000 Penalty: 4706.747559
	Iteration 46Q: 3 clusters Score -1860992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1861009.875000 Penalty: 4706.747559
	Iteration 47Q: 3 clusters Score -1861010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1861029.500000 Penalty: 4706.747559
	Iteration 48Q: 3 clusters Score -1861030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1861051.125000 Penalty: 4706.747559
	Iteration 49Q: 3 clusters Score -1861051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1861068.875000 Penalty: 4706.747559
	Iteration 50Q: 3 clusters Score -1861069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1861084.750000 Penalty: 4706.747559
	Iteration 51Q: 3 clusters Score -1861085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1861095.625000 Penalty: 4706.747559
	Iteration 52Q: 3 clusters Score -1861096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1861126.625000 Penalty: 4706.747559
	Iteration 53Q: 3 clusters Score -1861127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1861153.625000 Penalty: 4706.747559
	Iteration 54Q: 3 clusters Score -1861154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1861181.625000 Penalty: 4706.747559
	Iteration 55Q: 3 clusters Score -1861182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1861206.250000 Penalty: 4706.747559
	Iteration 56Q: 3 clusters Score -1861206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1861228.625000 Penalty: 4706.747559
	Iteration 57Q: 3 clusters Score -1861229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1861258.000000 Penalty: 4706.747559
	Iteration 58Q: 3 clusters Score -1861258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1861272.750000 Penalty: 4706.747559
	Iteration 59Q: 3 clusters Score -1861273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1861297.000000 Penalty: 4706.747559
	Iteration 60F: 3 clusters Score -1861297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1861305.500000 Penalty: 4706.747559
	Iteration 61Q: 3 clusters Score -1861306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1861312.125000 Penalty: 4706.747559
	Iteration 62Q: 3 clusters Score -1861312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1861317.000000 Penalty: 4706.747559
	Iteration 63Q: 3 clusters Score -1861317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1861334.125000 Penalty: 4706.747559
	Iteration 64Q: 3 clusters Score -1861334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1861336.250000 Penalty: 4706.747559
	Iteration 65Q: 3 clusters Score -1861336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1861344.875000 Penalty: 4706.747559
	Iteration 66Q: 3 clusters Score -1861345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1861346.375000 Penalty: 4706.747559
	Iteration 67Q: 3 clusters Score -1861346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1861361.500000 Penalty: 4706.747559
	Iteration 68Q: 3 clusters Score -1861362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1861363.125000 Penalty: 4706.747559
	Iteration 69Q: 3 clusters Score -1861363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1861373.000000 Penalty: 4706.747559
	Iteration 70Q: 3 clusters Score -1861373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1861375.875000 Penalty: 4706.747559
	Iteration 71Q: 3 clusters Score -1861376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1861380.000000 Penalty: 4706.747559
	Iteration 72Q: 3 clusters Score -1861380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1861390.000000 Penalty: 4706.747559
	Iteration 73Q: 3 clusters Score -1861390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1861390.875000 Penalty: 4706.747559
	Iteration 74Q: 3 clusters Score -1861391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1861394.375000 Penalty: 4706.747559
	Iteration 75Q: 3 clusters Score -1861394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1861398.875000 Penalty: 4706.747559
	Iteration 76Q: 3 clusters Score -1861399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1861403.500000 Penalty: 4706.747559
	Iteration 77Q: 3 clusters Score -1861404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1861404.625000 Penalty: 4706.747559
	Iteration 78Q: 3 clusters Score -1861405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1861404.125000 Penalty: 4706.747559
	Iteration 79Q: 3 clusters Score -1861404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1861402.375000 Penalty: 4706.747559
	Iteration 80F: 3 clusters Score -1861402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1861407.000000 Penalty: 4706.747559
	Iteration 81Q: 3 clusters Score -1861407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1861409.375000 Penalty: 4706.747559
	Iteration 82Q: 3 clusters Score -1861409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1861412.250000 Penalty: 4706.747559
	Iteration 83Q: 3 clusters Score -1861412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1861415.875000 Penalty: 4706.747559
	Iteration 84Q: 3 clusters Score -1861416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1861419.375000 Penalty: 4706.747559
	Iteration 85Q: 3 clusters Score -1861419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1861420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1861423.875000 Penalty: 4706.747559
	Iteration 87Q: 3 clusters Score -1861424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1861425.000000 Penalty: 4706.747559
	Iteration 88Q: 3 clusters Score -1861425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1861425.750000 Penalty: 4706.747559
	Iteration 89Q: 3 clusters Score -1861426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1861424.125000 Penalty: 4706.747559
	Iteration 90Q: 3 clusters Score -1861424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1861424.500000 Penalty: 4706.747559
	Iteration 91Q: 3 clusters Score -1861424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1861426.500000 Penalty: 4706.747559
	Iteration 92Q: 3 clusters Score -1861426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1861431.250000 Penalty: 4706.747559
	Iteration 93Q: 3 clusters Score -1861431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1861428.375000 Penalty: 4706.747559
	Iteration 94Q: 3 clusters Score -1861428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1861433.000000 Penalty: 4706.747559
	Iteration 95Q: 3 clusters Score -1861433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1861436.875000 Penalty: 4706.747559
	Iteration 96Q: 3 clusters Score -1861437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1861436.750000 Penalty: 4706.747559
	Iteration 97Q: 3 clusters Score -1861437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1861438.375000 Penalty: 4706.747559
	Iteration 98Q: 3 clusters Score -1861438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1861439.875000 Penalty: 4706.747559
	Iteration 99Q: 3 clusters Score -1861440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1861437.875000 Penalty: 4706.747559
	Iteration 100F: 3 clusters Score -1861438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1861442.000000 Penalty: 4706.747559
	Iteration 101Q: 3 clusters Score -1861442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1861443.000000 Penalty: 4706.747559
	Iteration 102Q: 3 clusters Score -1861443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1861444.375000 Penalty: 4706.747559
	Iteration 103Q: 3 clusters Score -1861444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1861444.500000 Penalty: 4706.747559
	Iteration 104Q: 3 clusters Score -1861444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1861449.875000 Penalty: 4706.747559
	Iteration 105Q: 3 clusters Score -1861450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1861456.000000 Penalty: 4706.747559
	Iteration 106Q: 3 clusters Score -1861456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1861458.125000 Penalty: 4706.747559
	Iteration 107Q: 3 clusters Score -1861458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1861461.250000 Penalty: 4706.747559
	Iteration 108Q: 3 clusters Score -1861461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1861466.375000 Penalty: 4706.747559
	Iteration 109Q: 3 clusters Score -1861466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1861468.875000 Penalty: 4706.747559
	Iteration 110Q: 3 clusters Score -1861469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1861469.375000 Penalty: 4706.747559
	Iteration 111Q: 3 clusters Score -1861469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1861468.125000 Penalty: 4706.747559
	Iteration 112Q: 3 clusters Score -1861468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1861469.000000 Penalty: 4706.747559
	Iteration 113Q: 3 clusters Score -1861469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1861467.500000 Penalty: 4706.747559
	Iteration 114Q: 3 clusters Score -1861468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1861475.375000 Penalty: 4706.747559
	Iteration 115Q: 3 clusters Score -1861475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1861472.000000 Penalty: 4706.747559
	Iteration 116Q: 3 clusters Score -1861472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1861474.875000 Penalty: 4706.747559
	Iteration 117Q: 3 clusters Score -1861475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1861475.000000 Penalty: 4706.747559
	Iteration 118Q: 3 clusters Score -1861475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1861477.125000 Penalty: 4706.747559
	Iteration 119Q: 3 clusters Score -1861477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1861476.250000 Penalty: 4706.747559
	Iteration 120F: 3 clusters Score -1861476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1861475.250000 Penalty: 4706.747559
	Iteration 121Q: 3 clusters Score -1861475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1861475.250000 Penalty: 4706.747559
	Iteration 122F: 3 clusters Score -1861475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Entering Unmasked Estep 
Score: -2414069.750000 Penalty: 2398.686523
	Iteration 0F: 2 clusters Score -2414070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2402730.750000 Penalty: 4797.373047
	Iteration 0F: 3 clusters Score -2402731 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2406316.000000 Penalty: 4797.373047
	Iteration 1F: 3 clusters Score -2406316 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2406634.750000 Penalty: 4797.373047
	Iteration 2F: 3 clusters Score -2406635 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2406941.250000 Penalty: 4797.373047
	Iteration 3Q: 3 clusters Score -2406941 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2407217.500000 Penalty: 4797.373047
	Iteration 4Q: 3 clusters Score -2407218 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2407544.750000 Penalty: 4797.373047
	Iteration 5Q: 3 clusters Score -2407545 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2407961.500000 Penalty: 4797.373047
	Iteration 6Q: 3 clusters Score -2407962 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2408556.500000 Penalty: 4797.373047
	Iteration 7F: 3 clusters Score -2408556 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2409337.250000 Penalty: 4797.373047
	Iteration 8F: 3 clusters Score -2409337 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2410192.250000 Penalty: 4797.373047
	Iteration 9F: 3 clusters Score -2410192 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2410999.500000 Penalty: 4797.373047
	Iteration 10F: 3 clusters Score -2411000 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2411795.500000 Penalty: 4797.373047
	Iteration 11Q: 3 clusters Score -2411796 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2412500.000000 Penalty: 4797.373047
	Iteration 12Q: 3 clusters Score -2412500 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2413019.500000 Penalty: 4797.373047
	Iteration 13Q: 3 clusters Score -2413020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2413330.000000 Penalty: 4797.373047
	Iteration 14Q: 3 clusters Score -2413330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2413497.750000 Penalty: 4797.373047
	Iteration 15Q: 3 clusters Score -2413498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2413560.500000 Penalty: 4797.373047
	Iteration 16Q: 3 clusters Score -2413560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2413587.500000 Penalty: 4797.373047
	Iteration 17Q: 3 clusters Score -2413588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2413598.250000 Penalty: 4797.373047
	Iteration 18Q: 3 clusters Score -2413598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2413604.500000 Penalty: 4797.373047
	Iteration 19Q: 3 clusters Score -2413604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2413608.000000 Penalty: 4797.373047
	Iteration 20F: 3 clusters Score -2413608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2413610.000000 Penalty: 4797.373047
	Iteration 21Q: 3 clusters Score -2413610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2413613.000000 Penalty: 4797.373047
	Iteration 22Q: 3 clusters Score -2413613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2413609.750000 Penalty: 4797.373047
	Iteration 23Q: 3 clusters Score -2413610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2413609.750000 Penalty: 4797.373047
	Iteration 24Q: 3 clusters Score -2413610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2413613.000000 Penalty: 4797.373047
	Iteration 25Q: 3 clusters Score -2413613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2413610.500000 Penalty: 4797.373047
	Iteration 26Q: 3 clusters Score -2413610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2413610.500000 Penalty: 4797.373047
	Iteration 27F: 3 clusters Score -2413610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -83839.609375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -83839.61 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 363 members 
Entering Unmasked Estep 
Score: -82204.828125 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -82204.83 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82499.007812 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -82499.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82645.070312 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -82645.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82748.421875 Penalty: 3244.350830
	Iteration 3F: 3 clusters Score -82748.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82798.585938 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -82798.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82837.445312 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -82837.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82869.601562 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -82869.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82915.578125 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -82915.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82948.554688 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -82948.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82972.898438 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -82972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82991.375000 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -82991.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83003.265625 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -83003.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83009.898438 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -83009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83009.898438 Penalty: 3244.350830
	Iteration 13F: 3 clusters Score -83009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (114907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Entering Unmasked Estep 
Score: -17710818.000000 Penalty: 2889.665771
	Iteration 0F: 2 clusters Score -1.771082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -17639420.000000 Penalty: 5779.331543
	Iteration 0F: 3 clusters Score -1.763942e+07 nChanged 54326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -17670534.000000 Penalty: 5779.331543
	Iteration 1F: 3 clusters Score -1.767053e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -17672282.000000 Penalty: 5779.331543
	Iteration 2Q: 3 clusters Score -1.767228e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -17674950.000000 Penalty: 5779.331543
	Iteration 3Q: 3 clusters Score -1.767495e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 69070 members 
Entering Unmasked Estep 
Score: -17678810.000000 Penalty: 5779.331543
	Iteration 4F: 3 clusters Score -1.767881e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -17684134.000000 Penalty: 5779.331543
	Iteration 5F: 3 clusters Score -1.768413e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -17690828.000000 Penalty: 5779.331543
	Iteration 6F: 3 clusters Score -1.769083e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -17697666.000000 Penalty: 5779.331543
	Iteration 7F: 3 clusters Score -1.769767e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -17702842.000000 Penalty: 5779.331543
	Iteration 8F: 3 clusters Score -1.770284e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -17705440.000000 Penalty: 5779.331543
	Iteration 9Q: 3 clusters Score -1.770544e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -17706880.000000 Penalty: 5779.331543
	Iteration 10Q: 3 clusters Score -1.770688e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -17707648.000000 Penalty: 5779.331543
	Iteration 11Q: 3 clusters Score -1.770765e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -17708360.000000 Penalty: 5779.331543
	Iteration 12Q: 3 clusters Score -1.770836e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -17708800.000000 Penalty: 5779.331543
	Iteration 13Q: 3 clusters Score -1.77088e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 102215 members 
Entering Unmasked Estep 
Score: -17708978.000000 Penalty: 5779.331543
	Iteration 14Q: 3 clusters Score -1.770898e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -17709112.000000 Penalty: 5779.331543
	Iteration 15Q: 3 clusters Score -1.770911e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -17709282.000000 Penalty: 5779.331543
	Iteration 16Q: 3 clusters Score -1.770928e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -17709412.000000 Penalty: 5779.331543
	Iteration 17Q: 3 clusters Score -1.770941e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -17709406.000000 Penalty: 5779.331543
	Iteration 18Q: 3 clusters Score -1.770941e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -17709410.000000 Penalty: 5779.331543
	Iteration 19Q: 3 clusters Score -1.770941e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -17709498.000000 Penalty: 5779.331543
	Iteration 20F: 3 clusters Score -1.77095e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -17709544.000000 Penalty: 5779.331543
	Iteration 21Q: 3 clusters Score -1.770954e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -17709448.000000 Penalty: 5779.331543
	Iteration 22Q: 3 clusters Score -1.770945e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 108656 members 
Entering Unmasked Estep 
Score: -17709454.000000 Penalty: 5779.331543
	Iteration 23Q: 3 clusters Score -1.770945e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 109052 members 
Entering Unmasked Estep 
Score: -17709468.000000 Penalty: 5779.331543
	Iteration 24Q: 3 clusters Score -1.770947e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 109420 members 
Entering Unmasked Estep 
Score: -17709466.000000 Penalty: 5779.331543
	Iteration 25Q: 3 clusters Score -1.770947e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -17709480.000000 Penalty: 5779.331543
	Iteration 26Q: 3 clusters Score -1.770948e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -17709416.000000 Penalty: 5779.331543
	Iteration 27Q: 3 clusters Score -1.770942e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -17709448.000000 Penalty: 5779.331543
	Iteration 28Q: 3 clusters Score -1.770945e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -17709452.000000 Penalty: 5779.331543
	Iteration 29Q: 3 clusters Score -1.770945e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 110778 members 
Entering Unmasked Estep 
Score: -17709360.000000 Penalty: 5779.331543
	Iteration 30Q: 3 clusters Score -1.770936e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -17709392.000000 Penalty: 5779.331543
	Iteration 31Q: 3 clusters Score -1.770939e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -17709406.000000 Penalty: 5779.331543
	Iteration 32Q: 3 clusters Score -1.770941e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -17709388.000000 Penalty: 5779.331543
	Iteration 33Q: 3 clusters Score -1.770939e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -17709372.000000 Penalty: 5779.331543
	Iteration 34Q: 3 clusters Score -1.770937e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 111437 members 
Entering Unmasked Estep 
Score: -17709358.000000 Penalty: 5779.331543
	Iteration 35Q: 3 clusters Score -1.770936e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 111523 members 
Entering Unmasked Estep 
Score: -17709390.000000 Penalty: 5779.331543
	Iteration 36Q: 3 clusters Score -1.770939e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -17709388.000000 Penalty: 5779.331543
	Iteration 37Q: 3 clusters Score -1.770939e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -17709374.000000 Penalty: 5779.331543
	Iteration 38Q: 3 clusters Score -1.770937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -17709354.000000 Penalty: 5779.331543
	Iteration 39Q: 3 clusters Score -1.770935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 111771 members 
Entering Unmasked Estep 
Score: -17709364.000000 Penalty: 5779.331543
	Iteration 40F: 3 clusters Score -1.770936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
Score: -17709358.000000 Penalty: 5779.331543
	Iteration 41Q: 3 clusters Score -1.770936e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -17709370.000000 Penalty: 5779.331543
	Iteration 42Q: 3 clusters Score -1.770937e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -17709358.000000 Penalty: 5779.331543
	Iteration 43Q: 3 clusters Score -1.770936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -17709350.000000 Penalty: 5779.331543
	Iteration 44Q: 3 clusters Score -1.770935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 111974 members 
Entering Unmasked Estep 
Score: -17709330.000000 Penalty: 5779.331543
	Iteration 45Q: 3 clusters Score -1.770933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -17709332.000000 Penalty: 5779.331543
	Iteration 46Q: 3 clusters Score -1.770933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -17709336.000000 Penalty: 5779.331543
	Iteration 47Q: 3 clusters Score -1.770934e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -17709336.000000 Penalty: 5779.331543
	Iteration 48Q: 3 clusters Score -1.770934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -17709302.000000 Penalty: 5779.331543
	Iteration 49Q: 3 clusters Score -1.77093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -17709330.000000 Penalty: 5779.331543
	Iteration 50Q: 3 clusters Score -1.770933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -17709328.000000 Penalty: 5779.331543
	Iteration 51Q: 3 clusters Score -1.770933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 112193 members 
Entering Unmasked Estep 
Score: -17709302.000000 Penalty: 5779.331543
	Iteration 52Q: 3 clusters Score -1.77093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -17709318.000000 Penalty: 5779.331543
	Iteration 53Q: 3 clusters Score -1.770932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 112248 members 
Entering Unmasked Estep 
Score: -17709314.000000 Penalty: 5779.331543
	Iteration 54Q: 3 clusters Score -1.770931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -17709324.000000 Penalty: 5779.331543
	Iteration 55Q: 3 clusters Score -1.770932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -17709320.000000 Penalty: 5779.331543
	Iteration 56Q: 3 clusters Score -1.770932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -17709314.000000 Penalty: 5779.331543
	Iteration 57Q: 3 clusters Score -1.770931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -17709292.000000 Penalty: 5779.331543
	Iteration 58Q: 3 clusters Score -1.770929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -17709290.000000 Penalty: 5779.331543
	Iteration 59Q: 3 clusters Score -1.770929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -17709310.000000 Penalty: 5779.331543
	Iteration 60F: 3 clusters Score -1.770931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 112422 members 
Entering Unmasked Estep 
Score: -17709320.000000 Penalty: 5779.331543
	Iteration 61Q: 3 clusters Score -1.770932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -17709312.000000 Penalty: 5779.331543
	Iteration 62Q: 3 clusters Score -1.770931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 112463 members 
Entering Unmasked Estep 
Score: -17709292.000000 Penalty: 5779.331543
	Iteration 63Q: 3 clusters Score -1.770929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 112486 members 
Entering Unmasked Estep 
Score: -17709276.000000 Penalty: 5779.331543
	Iteration 64Q: 3 clusters Score -1.770928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -17709284.000000 Penalty: 5779.331543
	Iteration 65Q: 3 clusters Score -1.770928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 112507 members 
Entering Unmasked Estep 
Score: -17709284.000000 Penalty: 5779.331543
	Iteration 66Q: 3 clusters Score -1.770928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -17709278.000000 Penalty: 5779.331543
	Iteration 67Q: 3 clusters Score -1.770928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -17709278.000000 Penalty: 5779.331543
	Iteration 68Q: 3 clusters Score -1.770928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -17709280.000000 Penalty: 5779.331543
	Iteration 69Q: 3 clusters Score -1.770928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -17709280.000000 Penalty: 5779.331543
	Iteration 70F: 3 clusters Score -1.770928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -719914.687500 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -719914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -715552.625000 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -715552.6 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -716564.562500 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -716564.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -716782.000000 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -716782 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -716957.062500 Penalty: 4215.316406
	Iteration 3F: 3 clusters Score -716957.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -717116.375000 Penalty: 4215.316406
	Iteration 4Q: 3 clusters Score -717116.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -717228.875000 Penalty: 4215.316406
	Iteration 5Q: 3 clusters Score -717228.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -717334.812500 Penalty: 4215.316406
	Iteration 6Q: 3 clusters Score -717334.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -717420.875000 Penalty: 4215.316406
	Iteration 7Q: 3 clusters Score -717420.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -717496.062500 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -717496.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -717566.500000 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -717566.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -717644.562500 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -717644.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -717715.437500 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -717715.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -717798.437500 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -717798.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -717884.250000 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -717884.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -717950.250000 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -717950.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -718001.500000 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -718001.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -718044.625000 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -718044.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -718093.375000 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -718093.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -718124.937500 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -718124.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -718164.750000 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -718164.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -718201.937500 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -718201.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -718240.000000 Penalty: 4215.316406
	Iteration 21Q: 3 clusters Score -718240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -718272.375000 Penalty: 4215.316406
	Iteration 22Q: 3 clusters Score -718272.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -718299.937500 Penalty: 4215.316406
	Iteration 23Q: 3 clusters Score -718299.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -718325.437500 Penalty: 4215.316406
	Iteration 24Q: 3 clusters Score -718325.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -718344.312500 Penalty: 4215.316406
	Iteration 25Q: 3 clusters Score -718344.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -718365.000000 Penalty: 4215.316406
	Iteration 26Q: 3 clusters Score -718365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -718381.187500 Penalty: 4215.316406
	Iteration 27Q: 3 clusters Score -718381.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -718390.125000 Penalty: 4215.316406
	Iteration 28Q: 3 clusters Score -718390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -718398.687500 Penalty: 4215.316406
	Iteration 29Q: 3 clusters Score -718398.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -718408.187500 Penalty: 4215.316406
	Iteration 30Q: 3 clusters Score -718408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -718413.000000 Penalty: 4215.316406
	Iteration 31Q: 3 clusters Score -718413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -718415.125000 Penalty: 4215.316406
	Iteration 32Q: 3 clusters Score -718415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -718417.937500 Penalty: 4215.316406
	Iteration 33Q: 3 clusters Score -718417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -718420.750000 Penalty: 4215.316406
	Iteration 34Q: 3 clusters Score -718420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -718419.687500 Penalty: 4215.316406
	Iteration 35Q: 3 clusters Score -718419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718420.875000 Penalty: 4215.316406
	Iteration 36Q: 3 clusters Score -718420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718421.750000 Penalty: 4215.316406
	Iteration 37Q: 3 clusters Score -718421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -718421.187500 Penalty: 4215.316406
	Iteration 38Q: 3 clusters Score -718421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -718423.500000 Penalty: 4215.316406
	Iteration 39Q: 3 clusters Score -718423.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -718423.500000 Penalty: 4215.316406
	Iteration 40F: 3 clusters Score -718423.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -469778.843750 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -469778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -466239.656250 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -466239.7 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -467608.937500 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -467608.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -468298.500000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -468298.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -468837.437500 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -468837.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -469165.593750 Penalty: 4065.706055
	Iteration 4F: 3 clusters Score -469165.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -469339.031250 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -469339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -469439.312500 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -469439.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -469485.312500 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -469485.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -469502.718750 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -469502.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -469511.531250 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -469511.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -469515.656250 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -469515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -469517.843750 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -469517.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -469523.312500 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -469523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -469524.968750 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -469525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -469526.187500 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -469526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -469528.968750 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -469529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -469531.187500 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -469531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -469531.937500 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -469531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -469531.937500 Penalty: 4065.706055
	Iteration 18F: 3 clusters Score -469531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Entering Unmasked Estep 
Score: -3008963.000000 Penalty: 2467.182861
	Iteration 0F: 2 clusters Score -3008963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2994184.750000 Penalty: 4934.365723
	Iteration 0F: 3 clusters Score -2994185 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2999177.250000 Penalty: 4934.365723
	Iteration 1F: 3 clusters Score -2999177 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2999710.000000 Penalty: 4934.365723
	Iteration 2F: 3 clusters Score -2999710 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3000152.500000 Penalty: 4934.365723
	Iteration 3F: 3 clusters Score -3000152 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3000592.750000 Penalty: 4934.365723
	Iteration 4Q: 3 clusters Score -3000593 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3001016.250000 Penalty: 4934.365723
	Iteration 5Q: 3 clusters Score -3001016 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3001543.250000 Penalty: 4934.365723
	Iteration 6Q: 3 clusters Score -3001543 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3002119.000000 Penalty: 4934.365723
	Iteration 7Q: 3 clusters Score -3002119 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3002742.750000 Penalty: 4934.365723
	Iteration 8Q: 3 clusters Score -3002743 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3003371.250000 Penalty: 4934.365723
	Iteration 9Q: 3 clusters Score -3003371 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3003873.750000 Penalty: 4934.365723
	Iteration 10Q: 3 clusters Score -3003874 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3004285.250000 Penalty: 4934.365723
	Iteration 11Q: 3 clusters Score -3004285 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3004588.750000 Penalty: 4934.365723
	Iteration 12Q: 3 clusters Score -3004589 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3004878.500000 Penalty: 4934.365723
	Iteration 13Q: 3 clusters Score -3004878 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3005113.000000 Penalty: 4934.365723
	Iteration 14Q: 3 clusters Score -3005113 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3005310.750000 Penalty: 4934.365723
	Iteration 15Q: 3 clusters Score -3005311 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3005507.500000 Penalty: 4934.365723
	Iteration 16Q: 3 clusters Score -3005508 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3005728.250000 Penalty: 4934.365723
	Iteration 17Q: 3 clusters Score -3005728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3005915.500000 Penalty: 4934.365723
	Iteration 18Q: 3 clusters Score -3005916 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3006146.250000 Penalty: 4934.365723
	Iteration 19Q: 3 clusters Score -3006146 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3006392.500000 Penalty: 4934.365723
	Iteration 20F: 3 clusters Score -3006392 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3006697.500000 Penalty: 4934.365723
	Iteration 21Q: 3 clusters Score -3006698 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3007058.500000 Penalty: 4934.365723
	Iteration 22Q: 3 clusters Score -3007058 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3007364.000000 Penalty: 4934.365723
	Iteration 23Q: 3 clusters Score -3007364 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3007512.250000 Penalty: 4934.365723
	Iteration 24Q: 3 clusters Score -3007512 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3007588.750000 Penalty: 4934.365723
	Iteration 25Q: 3 clusters Score -3007589 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3007652.250000 Penalty: 4934.365723
	Iteration 26Q: 3 clusters Score -3007652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3007694.750000 Penalty: 4934.365723
	Iteration 27Q: 3 clusters Score -3007695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3007721.750000 Penalty: 4934.365723
	Iteration 28Q: 3 clusters Score -3007722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3007744.500000 Penalty: 4934.365723
	Iteration 29Q: 3 clusters Score -3007744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3007769.500000 Penalty: 4934.365723
	Iteration 30Q: 3 clusters Score -3007770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3007792.000000 Penalty: 4934.365723
	Iteration 31Q: 3 clusters Score -3007792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3007808.000000 Penalty: 4934.365723
	Iteration 32Q: 3 clusters Score -3007808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3007833.250000 Penalty: 4934.365723
	Iteration 33Q: 3 clusters Score -3007833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3007839.000000 Penalty: 4934.365723
	Iteration 34Q: 3 clusters Score -3007839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3007847.250000 Penalty: 4934.365723
	Iteration 35Q: 3 clusters Score -3007847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3007851.500000 Penalty: 4934.365723
	Iteration 36Q: 3 clusters Score -3007852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3007867.500000 Penalty: 4934.365723
	Iteration 37Q: 3 clusters Score -3007868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3007884.500000 Penalty: 4934.365723
	Iteration 38Q: 3 clusters Score -3007884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3007906.000000 Penalty: 4934.365723
	Iteration 39Q: 3 clusters Score -3007906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3007921.250000 Penalty: 4934.365723
	Iteration 40F: 3 clusters Score -3007921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3007952.000000 Penalty: 4934.365723
	Iteration 41Q: 3 clusters Score -3007952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3007988.500000 Penalty: 4934.365723
	Iteration 42Q: 3 clusters Score -3007988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3008018.750000 Penalty: 4934.365723
	Iteration 43Q: 3 clusters Score -3008019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3008037.750000 Penalty: 4934.365723
	Iteration 44Q: 3 clusters Score -3008038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3008056.250000 Penalty: 4934.365723
	Iteration 45Q: 3 clusters Score -3008056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3008069.250000 Penalty: 4934.365723
	Iteration 46Q: 3 clusters Score -3008069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3008081.750000 Penalty: 4934.365723
	Iteration 47Q: 3 clusters Score -3008082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3008085.250000 Penalty: 4934.365723
	Iteration 48Q: 3 clusters Score -3008085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3008090.500000 Penalty: 4934.365723
	Iteration 49Q: 3 clusters Score -3008090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3008092.750000 Penalty: 4934.365723
	Iteration 50Q: 3 clusters Score -3008093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3008091.250000 Penalty: 4934.365723
	Iteration 51Q: 3 clusters Score -3008091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3008100.750000 Penalty: 4934.365723
	Iteration 52Q: 3 clusters Score -3008101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3008105.750000 Penalty: 4934.365723
	Iteration 53Q: 3 clusters Score -3008106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3008106.000000 Penalty: 4934.365723
	Iteration 54Q: 3 clusters Score -3008106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3008102.250000 Penalty: 4934.365723
	Iteration 55Q: 3 clusters Score -3008102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3008102.000000 Penalty: 4934.365723
	Iteration 56Q: 3 clusters Score -3008102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3008103.250000 Penalty: 4934.365723
	Iteration 57Q: 3 clusters Score -3008103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3008101.250000 Penalty: 4934.365723
	Iteration 58Q: 3 clusters Score -3008101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3008103.750000 Penalty: 4934.365723
	Iteration 59Q: 3 clusters Score -3008104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3008105.250000 Penalty: 4934.365723
	Iteration 60F: 3 clusters Score -3008105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3008107.250000 Penalty: 4934.365723
	Iteration 61Q: 3 clusters Score -3008107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3008107.250000 Penalty: 4934.365723
	Iteration 62Q: 3 clusters Score -3008107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3008111.500000 Penalty: 4934.365723
	Iteration 63Q: 3 clusters Score -3008112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3008111.500000 Penalty: 4934.365723
	Iteration 64F: 3 clusters Score -3008112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -298600.250000 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -298600.2 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 978 members 
Entering Unmasked Estep 
Score: -295978.187500 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -295978.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -296416.968750 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -296417 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -296541.000000 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -296541 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -296613.343750 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -296613.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -296665.906250 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -296665.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -296695.500000 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -296695.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -296717.750000 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -296717.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -296736.312500 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -296736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296744.281250 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -296744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -296750.218750 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -296750.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -296761.062500 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -296761.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -296771.750000 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -296771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -296782.093750 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -296782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -296786.906250 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -296786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -296788.218750 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -296788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -296788.687500 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -296788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296790.125000 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -296790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -296791.656250 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -296791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296792.187500 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -296792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296793.312500 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -296793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296793.312500 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -296793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -186739.500000 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -186739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -184609.406250 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -184609.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184966.421875 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -184966.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -185080.328125 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -185080.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185138.953125 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -185139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185187.453125 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -185187.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -185231.359375 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -185231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -185278.437500 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -185278.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -185330.046875 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -185330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -185397.281250 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -185397.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185459.109375 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -185459.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185528.500000 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -185528.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185598.421875 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -185598.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185675.500000 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -185675.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185752.531250 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -185752.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -185825.890625 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -185825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185955.890625 Penalty: 3559.422363
	Iteration 15Q: 3 clusters Score -185955.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -186058.859375 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -186058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -186127.062500 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -186127.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186166.468750 Penalty: 3559.422363
	Iteration 18Q: 3 clusters Score -186166.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186191.671875 Penalty: 3559.422363
	Iteration 19Q: 3 clusters Score -186191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186212.843750 Penalty: 3559.422363
	Iteration 20F: 3 clusters Score -186212.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186231.640625 Penalty: 3559.422363
	Iteration 21Q: 3 clusters Score -186231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186253.843750 Penalty: 3559.422363
	Iteration 22Q: 3 clusters Score -186253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186264.984375 Penalty: 3559.422363
	Iteration 23Q: 3 clusters Score -186265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186267.875000 Penalty: 3559.422363
	Iteration 24Q: 3 clusters Score -186267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186277.062500 Penalty: 3559.422363
	Iteration 25Q: 3 clusters Score -186277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186284.125000 Penalty: 3559.422363
	Iteration 26Q: 3 clusters Score -186284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186287.828125 Penalty: 3559.422363
	Iteration 27Q: 3 clusters Score -186287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186291.671875 Penalty: 3559.422363
	Iteration 28Q: 3 clusters Score -186291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186295.234375 Penalty: 3559.422363
	Iteration 29Q: 3 clusters Score -186295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186298.140625 Penalty: 3559.422363
	Iteration 30Q: 3 clusters Score -186298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186299.531250 Penalty: 3559.422363
	Iteration 31Q: 3 clusters Score -186299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186300.640625 Penalty: 3559.422363
	Iteration 32Q: 3 clusters Score -186300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186300.640625 Penalty: 3559.422363
	Iteration 33F: 3 clusters Score -186300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Entering Unmasked Estep 
Score: -5310819.000000 Penalty: 2596.762451
	Iteration 0F: 2 clusters Score -5310819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5286764.500000 Penalty: 5193.524902
	Iteration 0F: 3 clusters Score -5286764 nChanged 16009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5295449.500000 Penalty: 5193.524902
	Iteration 1F: 3 clusters Score -5295450 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5295867.500000 Penalty: 5193.524902
	Iteration 2Q: 3 clusters Score -5295868 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5296218.000000 Penalty: 5193.524902
	Iteration 3Q: 3 clusters Score -5296218 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5296593.500000 Penalty: 5193.524902
	Iteration 4Q: 3 clusters Score -5296594 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5296855.000000 Penalty: 5193.524902
	Iteration 5Q: 3 clusters Score -5296855 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5297184.500000 Penalty: 5193.524902
	Iteration 6Q: 3 clusters Score -5297184 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -5297557.500000 Penalty: 5193.524902
	Iteration 7Q: 3 clusters Score -5297558 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5298102.500000 Penalty: 5193.524902
	Iteration 8Q: 3 clusters Score -5298102 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5298959.000000 Penalty: 5193.524902
	Iteration 9Q: 3 clusters Score -5298959 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5300099.000000 Penalty: 5193.524902
	Iteration 10Q: 3 clusters Score -5300099 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5301585.500000 Penalty: 5193.524902
	Iteration 11F: 3 clusters Score -5301586 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5303199.000000 Penalty: 5193.524902
	Iteration 12F: 3 clusters Score -5303199 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -5304727.500000 Penalty: 5193.524902
	Iteration 13F: 3 clusters Score -5304728 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -5305937.500000 Penalty: 5193.524902
	Iteration 14Q: 3 clusters Score -5305938 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5306861.000000 Penalty: 5193.524902
	Iteration 15Q: 3 clusters Score -5306861 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5307492.000000 Penalty: 5193.524902
	Iteration 16Q: 3 clusters Score -5307492 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -5307852.000000 Penalty: 5193.524902
	Iteration 17Q: 3 clusters Score -5307852 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -5308091.000000 Penalty: 5193.524902
	Iteration 18Q: 3 clusters Score -5308091 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5308213.500000 Penalty: 5193.524902
	Iteration 19Q: 3 clusters Score -5308214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -5308289.500000 Penalty: 5193.524902
	Iteration 20F: 3 clusters Score -5308290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -5308365.500000 Penalty: 5193.524902
	Iteration 21Q: 3 clusters Score -5308366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5308424.000000 Penalty: 5193.524902
	Iteration 22Q: 3 clusters Score -5308424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5308466.000000 Penalty: 5193.524902
	Iteration 23Q: 3 clusters Score -5308466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -5308490.500000 Penalty: 5193.524902
	Iteration 24Q: 3 clusters Score -5308490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5308495.000000 Penalty: 5193.524902
	Iteration 25Q: 3 clusters Score -5308495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5308504.000000 Penalty: 5193.524902
	Iteration 26Q: 3 clusters Score -5308504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5308508.500000 Penalty: 5193.524902
	Iteration 27Q: 3 clusters Score -5308508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5308515.000000 Penalty: 5193.524902
	Iteration 28Q: 3 clusters Score -5308515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5308522.000000 Penalty: 5193.524902
	Iteration 29Q: 3 clusters Score -5308522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5308517.500000 Penalty: 5193.524902
	Iteration 30Q: 3 clusters Score -5308518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5308517.500000 Penalty: 5193.524902
	Iteration 31Q: 3 clusters Score -5308518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5308517.500000 Penalty: 5193.524902
	Iteration 32F: 3 clusters Score -5308518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -2768912.750000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -2768913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2756053.750000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -2756054 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2760155.250000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -2760155 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2760489.250000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -2760489 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2760751.500000 Penalty: 4862.372559
	Iteration 3Q: 3 clusters Score -2760752 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2760971.250000 Penalty: 4862.372559
	Iteration 4Q: 3 clusters Score -2760971 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2761225.000000 Penalty: 4862.372559
	Iteration 5Q: 3 clusters Score -2761225 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2761442.750000 Penalty: 4862.372559
	Iteration 6Q: 3 clusters Score -2761443 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2761673.750000 Penalty: 4862.372559
	Iteration 7Q: 3 clusters Score -2761674 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2761963.750000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -2761964 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2762325.000000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -2762325 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2762781.000000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -2762781 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2763318.750000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -2763319 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2763927.000000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -2763927 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2764477.250000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -2764477 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2764985.750000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -2764986 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2765397.750000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -2765398 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2765786.250000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -2765786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2766117.250000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -2766117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2766334.250000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -2766334 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2766478.000000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -2766478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2766582.750000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -2766583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2766642.250000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -2766642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2766673.750000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -2766674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2766698.750000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -2766699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2766722.500000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -2766722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2766735.500000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -2766736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2766742.500000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -2766742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2766755.750000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -2766756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2766764.750000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -2766765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2766778.000000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -2766778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2766796.000000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -2766796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2766807.250000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -2766807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2766810.500000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -2766810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2766813.250000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -2766813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2766813.250000 Penalty: 4862.372559
	Iteration 34F: 3 clusters Score -2766813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -505302.812500 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -505302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -501781.406250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -501781.4 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -502448.375000 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -502448.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -502613.312500 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -502613.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -502705.343750 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -502705.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -502779.250000 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -502779.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -502831.875000 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -502831.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -502877.312500 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -502877.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -502913.718750 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -502913.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -502946.343750 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -502946.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -502972.437500 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -502972.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502993.562500 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -502993.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -503011.093750 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -503011.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -503030.875000 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -503030.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -503044.781250 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -503044.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -503057.218750 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -503057.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -503070.156250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -503070.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -503086.843750 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -503086.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -503110.750000 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -503110.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -503133.343750 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -503133.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -503151.968750 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -503152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -503165.531250 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -503165.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -503175.031250 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -503175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -503185.218750 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -503185.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -503194.875000 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -503194.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -503205.125000 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -503205.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -503216.625000 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -503216.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -503228.281250 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -503228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -503239.812500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -503239.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -503249.375000 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -503249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -503260.406250 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -503260.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -503270.656250 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -503270.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -503280.406250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -503280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -503289.906250 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -503289.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -503296.656250 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -503296.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503304.968750 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -503305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -503311.812500 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -503311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -503318.218750 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -503318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -503327.906250 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -503327.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -503337.156250 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -503337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -503346.343750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -503346.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -503352.031250 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -503352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -503362.062500 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -503362.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -503372.781250 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -503372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -503386.750000 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -503386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -503394.843750 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -503394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -503399.875000 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -503399.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -503409.812500 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -503409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -503417.718750 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -503417.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -503421.625000 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -503421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -503424.500000 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -503424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -503426.312500 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -503426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -503428.750000 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -503428.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -503433.281250 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -503433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -503438.531250 Penalty: 4026.334961
	Iteration 53Q: 3 clusters Score -503438.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -503445.031250 Penalty: 4026.334961
	Iteration 54Q: 3 clusters Score -503445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -503449.562500 Penalty: 4026.334961
	Iteration 55Q: 3 clusters Score -503449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -503457.125000 Penalty: 4026.334961
	Iteration 56Q: 3 clusters Score -503457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -503463.187500 Penalty: 4026.334961
	Iteration 57Q: 3 clusters Score -503463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -503470.156250 Penalty: 4026.334961
	Iteration 58Q: 3 clusters Score -503470.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -503475.906250 Penalty: 4026.334961
	Iteration 59Q: 3 clusters Score -503475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -503480.500000 Penalty: 4026.334961
	Iteration 60F: 3 clusters Score -503480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -503487.156250 Penalty: 4026.334961
	Iteration 61Q: 3 clusters Score -503487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -503490.656250 Penalty: 4026.334961
	Iteration 62Q: 3 clusters Score -503490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -503493.093750 Penalty: 4026.334961
	Iteration 63Q: 3 clusters Score -503493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -503494.656250 Penalty: 4026.334961
	Iteration 64Q: 3 clusters Score -503494.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503498.562500 Penalty: 4026.334961
	Iteration 65Q: 3 clusters Score -503498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -503502.062500 Penalty: 4026.334961
	Iteration 66Q: 3 clusters Score -503502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -503504.468750 Penalty: 4026.334961
	Iteration 67Q: 3 clusters Score -503504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -503504.937500 Penalty: 4026.334961
	Iteration 68Q: 3 clusters Score -503504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -503506.468750 Penalty: 4026.334961
	Iteration 69Q: 3 clusters Score -503506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -503507.468750 Penalty: 4026.334961
	Iteration 70Q: 3 clusters Score -503507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -503508.343750 Penalty: 4026.334961
	Iteration 71Q: 3 clusters Score -503508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -503508.156250 Penalty: 4026.334961
	Iteration 72Q: 3 clusters Score -503508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -503508.156250 Penalty: 4026.334961
	Iteration 73F: 3 clusters Score -503508.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -532200.500000 Penalty: 2049.945068
	Iteration 0F: 2 clusters Score -532200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -528496.750000 Penalty: 4099.890137
	Iteration 0F: 3 clusters Score -528496.8 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -529448.625000 Penalty: 4099.890137
	Iteration 1F: 3 clusters Score -529448.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -529729.500000 Penalty: 4099.890137
	Iteration 2F: 3 clusters Score -529729.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -529962.750000 Penalty: 4099.890137
	Iteration 3F: 3 clusters Score -529962.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -530169.812500 Penalty: 4099.890137
	Iteration 4F: 3 clusters Score -530169.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -530393.312500 Penalty: 4099.890137
	Iteration 5F: 3 clusters Score -530393.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -530629.437500 Penalty: 4099.890137
	Iteration 6F: 3 clusters Score -530629.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -530843.750000 Penalty: 4099.890137
	Iteration 7F: 3 clusters Score -530843.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -531034.187500 Penalty: 4099.890137
	Iteration 8Q: 3 clusters Score -531034.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -531149.062500 Penalty: 4099.890137
	Iteration 9Q: 3 clusters Score -531149.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -531237.375000 Penalty: 4099.890137
	Iteration 10Q: 3 clusters Score -531237.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -531298.875000 Penalty: 4099.890137
	Iteration 11Q: 3 clusters Score -531298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -531337.437500 Penalty: 4099.890137
	Iteration 12Q: 3 clusters Score -531337.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -531365.125000 Penalty: 4099.890137
	Iteration 13Q: 3 clusters Score -531365.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -531390.250000 Penalty: 4099.890137
	Iteration 14Q: 3 clusters Score -531390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -531399.312500 Penalty: 4099.890137
	Iteration 15Q: 3 clusters Score -531399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -531401.687500 Penalty: 4099.890137
	Iteration 16Q: 3 clusters Score -531401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -531403.375000 Penalty: 4099.890137
	Iteration 17Q: 3 clusters Score -531403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -531403.562500 Penalty: 4099.890137
	Iteration 18Q: 3 clusters Score -531403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -531403.562500 Penalty: 4099.890137
	Iteration 19F: 3 clusters Score -531403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Entering Unmasked Estep 
Score: -6273287.500000 Penalty: 2632.858154
	Iteration 0F: 2 clusters Score -6273288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -6245701.500000 Penalty: 5265.716309
	Iteration 0F: 3 clusters Score -6245702 nChanged 18712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -6256023.500000 Penalty: 5265.716309
	Iteration 1F: 3 clusters Score -6256024 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -6256603.000000 Penalty: 5265.716309
	Iteration 2Q: 3 clusters Score -6256603 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -6257268.500000 Penalty: 5265.716309
	Iteration 3Q: 3 clusters Score -6257268 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6258080.500000 Penalty: 5265.716309
	Iteration 4Q: 3 clusters Score -6258080 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -6259026.500000 Penalty: 5265.716309
	Iteration 5F: 3 clusters Score -6259026 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -6260402.000000 Penalty: 5265.716309
	Iteration 6F: 3 clusters Score -6260402 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6262220.500000 Penalty: 5265.716309
	Iteration 7F: 3 clusters Score -6262220 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6264351.000000 Penalty: 5265.716309
	Iteration 8F: 3 clusters Score -6264351 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -6266406.500000 Penalty: 5265.716309
	Iteration 9F: 3 clusters Score -6266406 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6268048.000000 Penalty: 5265.716309
	Iteration 10Q: 3 clusters Score -6268048 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6269216.500000 Penalty: 5265.716309
	Iteration 11Q: 3 clusters Score -6269216 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -6270003.500000 Penalty: 5265.716309
	Iteration 12Q: 3 clusters Score -6270004 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -6270571.500000 Penalty: 5265.716309
	Iteration 13Q: 3 clusters Score -6270572 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -6270936.500000 Penalty: 5265.716309
	Iteration 14Q: 3 clusters Score -6270936 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -6271084.500000 Penalty: 5265.716309
	Iteration 15Q: 3 clusters Score -6271084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -6271203.500000 Penalty: 5265.716309
	Iteration 16Q: 3 clusters Score -6271204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -6271289.000000 Penalty: 5265.716309
	Iteration 17Q: 3 clusters Score -6271289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6271339.500000 Penalty: 5265.716309
	Iteration 18Q: 3 clusters Score -6271340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -6271368.500000 Penalty: 5265.716309
	Iteration 19Q: 3 clusters Score -6271368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -6271390.000000 Penalty: 5265.716309
	Iteration 20F: 3 clusters Score -6271390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -6271398.000000 Penalty: 5265.716309
	Iteration 21Q: 3 clusters Score -6271398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6271418.000000 Penalty: 5265.716309
	Iteration 22Q: 3 clusters Score -6271418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -6271437.500000 Penalty: 5265.716309
	Iteration 23Q: 3 clusters Score -6271438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6271461.500000 Penalty: 5265.716309
	Iteration 24Q: 3 clusters Score -6271462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -6271458.000000 Penalty: 5265.716309
	Iteration 25Q: 3 clusters Score -6271458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -6271464.000000 Penalty: 5265.716309
	Iteration 26Q: 3 clusters Score -6271464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -6271469.500000 Penalty: 5265.716309
	Iteration 27Q: 3 clusters Score -6271470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -6271460.500000 Penalty: 5265.716309
	Iteration 28Q: 3 clusters Score -6271460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -6271467.500000 Penalty: 5265.716309
	Iteration 29Q: 3 clusters Score -6271468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6271476.000000 Penalty: 5265.716309
	Iteration 30Q: 3 clusters Score -6271476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -6271471.500000 Penalty: 5265.716309
	Iteration 31Q: 3 clusters Score -6271472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -6271474.000000 Penalty: 5265.716309
	Iteration 32Q: 3 clusters Score -6271474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -6271474.500000 Penalty: 5265.716309
	Iteration 33Q: 3 clusters Score -6271474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -6271478.000000 Penalty: 5265.716309
	Iteration 34Q: 3 clusters Score -6271478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -6271478.500000 Penalty: 5265.716309
	Iteration 35Q: 3 clusters Score -6271478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -6271475.000000 Penalty: 5265.716309
	Iteration 36Q: 3 clusters Score -6271475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -6271475.000000 Penalty: 5265.716309
	Iteration 37F: 3 clusters Score -6271475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Entering Unmasked Estep 
Score: -17319064.000000 Penalty: 2884.322998
	Iteration 0F: 2 clusters Score -1.731906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -17247214.000000 Penalty: 5768.645996
	Iteration 0F: 3 clusters Score -1.724721e+07 nChanged 53460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -17278416.000000 Penalty: 5768.645996
	Iteration 1F: 3 clusters Score -1.727842e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -17280586.000000 Penalty: 5768.645996
	Iteration 2Q: 3 clusters Score -1.728059e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -17283550.000000 Penalty: 5768.645996
	Iteration 3Q: 3 clusters Score -1.728355e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -17287564.000000 Penalty: 5768.645996
	Iteration 4F: 3 clusters Score -1.728756e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -17292978.000000 Penalty: 5768.645996
	Iteration 5F: 3 clusters Score -1.729298e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -17299194.000000 Penalty: 5768.645996
	Iteration 6F: 3 clusters Score -1.729919e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -17304366.000000 Penalty: 5768.645996
	Iteration 7F: 3 clusters Score -1.730437e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -17306854.000000 Penalty: 5768.645996
	Iteration 8F: 3 clusters Score -1.730685e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -17307862.000000 Penalty: 5768.645996
	Iteration 9Q: 3 clusters Score -1.730786e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -17308268.000000 Penalty: 5768.645996
	Iteration 10Q: 3 clusters Score -1.730827e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -17308758.000000 Penalty: 5768.645996
	Iteration 11Q: 3 clusters Score -1.730876e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -17309050.000000 Penalty: 5768.645996
	Iteration 12Q: 3 clusters Score -1.730905e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -17309378.000000 Penalty: 5768.645996
	Iteration 13Q: 3 clusters Score -1.730938e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -17309602.000000 Penalty: 5768.645996
	Iteration 14Q: 3 clusters Score -1.73096e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -17309940.000000 Penalty: 5768.645996
	Iteration 15Q: 3 clusters Score -1.730994e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -17310282.000000 Penalty: 5768.645996
	Iteration 16Q: 3 clusters Score -1.731028e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -17310528.000000 Penalty: 5768.645996
	Iteration 17Q: 3 clusters Score -1.731053e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -17310714.000000 Penalty: 5768.645996
	Iteration 18Q: 3 clusters Score -1.731071e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -17310842.000000 Penalty: 5768.645996
	Iteration 19Q: 3 clusters Score -1.731084e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -17311012.000000 Penalty: 5768.645996
	Iteration 20F: 3 clusters Score -1.731101e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -17311070.000000 Penalty: 5768.645996
	Iteration 21Q: 3 clusters Score -1.731107e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -17311158.000000 Penalty: 5768.645996
	Iteration 22Q: 3 clusters Score -1.731116e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -17311240.000000 Penalty: 5768.645996
	Iteration 23Q: 3 clusters Score -1.731124e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -17311306.000000 Penalty: 5768.645996
	Iteration 24Q: 3 clusters Score -1.731131e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -17311348.000000 Penalty: 5768.645996
	Iteration 25Q: 3 clusters Score -1.731135e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -17311446.000000 Penalty: 5768.645996
	Iteration 26Q: 3 clusters Score -1.731145e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -17311466.000000 Penalty: 5768.645996
	Iteration 27Q: 3 clusters Score -1.731147e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -17311448.000000 Penalty: 5768.645996
	Iteration 28Q: 3 clusters Score -1.731145e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -17311458.000000 Penalty: 5768.645996
	Iteration 29Q: 3 clusters Score -1.731146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -17311472.000000 Penalty: 5768.645996
	Iteration 30Q: 3 clusters Score -1.731147e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -17311492.000000 Penalty: 5768.645996
	Iteration 31Q: 3 clusters Score -1.731149e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -17311496.000000 Penalty: 5768.645996
	Iteration 32Q: 3 clusters Score -1.73115e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -17311532.000000 Penalty: 5768.645996
	Iteration 33Q: 3 clusters Score -1.731153e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -17311516.000000 Penalty: 5768.645996
	Iteration 34Q: 3 clusters Score -1.731152e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -17311518.000000 Penalty: 5768.645996
	Iteration 35Q: 3 clusters Score -1.731152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -17311546.000000 Penalty: 5768.645996
	Iteration 36Q: 3 clusters Score -1.731155e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -17311546.000000 Penalty: 5768.645996
	Iteration 37Q: 3 clusters Score -1.731155e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -17311544.000000 Penalty: 5768.645996
	Iteration 38Q: 3 clusters Score -1.731154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -17311544.000000 Penalty: 5768.645996
	Iteration 39Q: 3 clusters Score -1.731154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -17311552.000000 Penalty: 5768.645996
	Iteration 40F: 3 clusters Score -1.731155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -17311550.000000 Penalty: 5768.645996
	Iteration 41Q: 3 clusters Score -1.731155e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -17311554.000000 Penalty: 5768.645996
	Iteration 42Q: 3 clusters Score -1.731155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -17311524.000000 Penalty: 5768.645996
	Iteration 43Q: 3 clusters Score -1.731152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -17311524.000000 Penalty: 5768.645996
	Iteration 44Q: 3 clusters Score -1.731152e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -17311534.000000 Penalty: 5768.645996
	Iteration 45Q: 3 clusters Score -1.731153e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -17311528.000000 Penalty: 5768.645996
	Iteration 46Q: 3 clusters Score -1.731153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -17311526.000000 Penalty: 5768.645996
	Iteration 47Q: 3 clusters Score -1.731153e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -17311518.000000 Penalty: 5768.645996
	Iteration 48Q: 3 clusters Score -1.731152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -17311524.000000 Penalty: 5768.645996
	Iteration 49Q: 3 clusters Score -1.731152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -17311542.000000 Penalty: 5768.645996
	Iteration 50Q: 3 clusters Score -1.731154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -17311508.000000 Penalty: 5768.645996
	Iteration 51Q: 3 clusters Score -1.731151e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -17311518.000000 Penalty: 5768.645996
	Iteration 52Q: 3 clusters Score -1.731152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -17311514.000000 Penalty: 5768.645996
	Iteration 53Q: 3 clusters Score -1.731151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -17311488.000000 Penalty: 5768.645996
	Iteration 54Q: 3 clusters Score -1.731149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -17311494.000000 Penalty: 5768.645996
	Iteration 55Q: 3 clusters Score -1.731149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -17311470.000000 Penalty: 5768.645996
	Iteration 56Q: 3 clusters Score -1.731147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -17311500.000000 Penalty: 5768.645996
	Iteration 57Q: 3 clusters Score -1.73115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -17311486.000000 Penalty: 5768.645996
	Iteration 58Q: 3 clusters Score -1.731149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -17311490.000000 Penalty: 5768.645996
	Iteration 59Q: 3 clusters Score -1.731149e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -17311472.000000 Penalty: 5768.645996
	Iteration 60F: 3 clusters Score -1.731147e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -17311466.000000 Penalty: 5768.645996
	Iteration 61Q: 3 clusters Score -1.731147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -17311442.000000 Penalty: 5768.645996
	Iteration 62Q: 3 clusters Score -1.731144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -17311468.000000 Penalty: 5768.645996
	Iteration 63Q: 3 clusters Score -1.731147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -17311458.000000 Penalty: 5768.645996
	Iteration 64Q: 3 clusters Score -1.731146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -17311474.000000 Penalty: 5768.645996
	Iteration 65Q: 3 clusters Score -1.731147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -17311472.000000 Penalty: 5768.645996
	Iteration 66Q: 3 clusters Score -1.731147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -17311460.000000 Penalty: 5768.645996
	Iteration 67Q: 3 clusters Score -1.731146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -17311450.000000 Penalty: 5768.645996
	Iteration 68Q: 3 clusters Score -1.731145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -17311450.000000 Penalty: 5768.645996
	Iteration 69Q: 3 clusters Score -1.731145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -17311466.000000 Penalty: 5768.645996
	Iteration 70Q: 3 clusters Score -1.731147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -17311474.000000 Penalty: 5768.645996
	Iteration 71Q: 3 clusters Score -1.731147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -17311474.000000 Penalty: 5768.645996
	Iteration 72Q: 3 clusters Score -1.731147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -17311460.000000 Penalty: 5768.645996
	Iteration 73Q: 3 clusters Score -1.731146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -17311446.000000 Penalty: 5768.645996
	Iteration 74Q: 3 clusters Score -1.731145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -17311456.000000 Penalty: 5768.645996
	Iteration 75Q: 3 clusters Score -1.731146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -17311456.000000 Penalty: 5768.645996
	Iteration 76F: 3 clusters Score -1.731146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -234881.468750 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -234881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -232444.812500 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -232444.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -232979.906250 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -232979.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233209.234375 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -233209.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233339.265625 Penalty: 3716.961426
	Iteration 3F: 3 clusters Score -233339.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -233461.671875 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -233461.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233552.781250 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -233552.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -233610.062500 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -233610.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -233653.109375 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -233653.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -233690.140625 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -233690.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -233725.640625 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -233725.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -233756.375000 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -233756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -233778.828125 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -233778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -233788.593750 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -233788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233794.484375 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -233794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -233803.656250 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -233803.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -233811.187500 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -233811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -233815.546875 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -233815.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -233819.093750 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -233819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -233825.906250 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -233825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -233828.296875 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -233828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -233834.125000 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -233834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -233840.546875 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -233840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -233844.453125 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -233844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -233849.437500 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -233849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -233851.984375 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -233852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -233851.984375 Penalty: 3716.961426
	Iteration 25F: 3 clusters Score -233852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -22647.718750 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -22647.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21552.566406 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -21552.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21584.492188 Penalty: 2583.905029
	Iteration 1Q: 3 clusters Score -21584.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21584.492188 Penalty: 2583.905029
	Iteration 2F: 3 clusters Score -21584.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67272.640625 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67272.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65834.539062 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -65834.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66064.257812 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -66064.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66148.765625 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -66148.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66170.671875 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -66170.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66186.593750 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -66186.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66205.187500 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -66205.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66216.835938 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -66216.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66237.046875 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -66237.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66246.812500 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -66246.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66250.289062 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -66250.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66251.843750 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -66251.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66256.671875 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -66256.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66259.046875 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -66259.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66265.703125 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -66265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66269.617188 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -66269.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66277.710938 Penalty: 3094.208984
	Iteration 15Q: 3 clusters Score -66277.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66284.500000 Penalty: 3094.208984
	Iteration 16Q: 3 clusters Score -66284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66293.531250 Penalty: 3094.208984
	Iteration 17Q: 3 clusters Score -66293.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66298.585938 Penalty: 3094.208984
	Iteration 18Q: 3 clusters Score -66298.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66317.875000 Penalty: 3094.208984
	Iteration 19Q: 3 clusters Score -66317.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66324.914062 Penalty: 3094.208984
	Iteration 20F: 3 clusters Score -66324.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66327.585938 Penalty: 3094.208984
	Iteration 21Q: 3 clusters Score -66327.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66328.789062 Penalty: 3094.208984
	Iteration 22Q: 3 clusters Score -66328.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66330.085938 Penalty: 3094.208984
	Iteration 23Q: 3 clusters Score -66330.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66330.085938 Penalty: 3094.208984
	Iteration 24F: 3 clusters Score -66330.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -91131.734375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -91131.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89456.484375 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -89456.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89701.234375 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -89701.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89832.585938 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -89832.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89930.164062 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -89930.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89992.882812 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -89992.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90029.781250 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -90029.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -90071.789062 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -90071.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -90097.570312 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -90097.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -90105.664062 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -90105.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -90116.382812 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -90116.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -90124.257812 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -90124.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90127.929688 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -90127.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90137.710938 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -90137.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90137.710938 Penalty: 3218.645508
	Iteration 13F: 3 clusters Score -90137.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -352828.968750 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -352829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -349924.625000 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -349924.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350433.843750 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -350433.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -350558.562500 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -350558.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -350643.187500 Penalty: 3864.185303
	Iteration 3Q: 3 clusters Score -350643.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350710.375000 Penalty: 3864.185303
	Iteration 4Q: 3 clusters Score -350710.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -350764.281250 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -350764.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -350808.656250 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -350808.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -350856.593750 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -350856.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -350887.250000 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -350887.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -350917.625000 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -350917.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -350937.125000 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -350937.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -350965.656250 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -350965.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -350994.750000 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -350994.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -351025.093750 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -351025.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351056.531250 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -351056.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -351074.937500 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -351074.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -351094.218750 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -351094.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351110.406250 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -351110.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -351123.812500 Penalty: 3864.185303
	Iteration 18Q: 3 clusters Score -351123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -351132.750000 Penalty: 3864.185303
	Iteration 19Q: 3 clusters Score -351132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -351143.375000 Penalty: 3864.185303
	Iteration 20F: 3 clusters Score -351143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -351151.718750 Penalty: 3864.185303
	Iteration 21Q: 3 clusters Score -351151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351160.718750 Penalty: 3864.185303
	Iteration 22Q: 3 clusters Score -351160.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -351167.718750 Penalty: 3864.185303
	Iteration 23Q: 3 clusters Score -351167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -351171.593750 Penalty: 3864.185303
	Iteration 24Q: 3 clusters Score -351171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -351174.750000 Penalty: 3864.185303
	Iteration 25Q: 3 clusters Score -351174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -351176.781250 Penalty: 3864.185303
	Iteration 26Q: 3 clusters Score -351176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -351177.875000 Penalty: 3864.185303
	Iteration 27Q: 3 clusters Score -351177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -351179.687500 Penalty: 3864.185303
	Iteration 28Q: 3 clusters Score -351179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351181.031250 Penalty: 3864.185303
	Iteration 29Q: 3 clusters Score -351181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -351183.968750 Penalty: 3864.185303
	Iteration 30Q: 3 clusters Score -351184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -351187.968750 Penalty: 3864.185303
	Iteration 31Q: 3 clusters Score -351188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -351189.562500 Penalty: 3864.185303
	Iteration 32Q: 3 clusters Score -351189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -351191.968750 Penalty: 3864.185303
	Iteration 33Q: 3 clusters Score -351192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -351194.250000 Penalty: 3864.185303
	Iteration 34Q: 3 clusters Score -351194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -351195.937500 Penalty: 3864.185303
	Iteration 35Q: 3 clusters Score -351195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -351197.625000 Penalty: 3864.185303
	Iteration 36Q: 3 clusters Score -351197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -351198.875000 Penalty: 3864.185303
	Iteration 37Q: 3 clusters Score -351198.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -351198.875000 Penalty: 3864.185303
	Iteration 38F: 3 clusters Score -351198.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -47036.847656 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -47036.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45693.132812 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -45693.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45812.359375 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -45812.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45843.890625 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -45843.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45858.058594 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -45858.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -45874.519531 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -45874.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45885.921875 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -45885.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45889.246094 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -45889.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -45889.246094 Penalty: 2880.838867
	Iteration 7F: 3 clusters Score -45889.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -25995.441406 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -25995.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24786.609375 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -24786.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24938.558594 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -24938.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25041.484375 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -25041.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25090.357422 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -25090.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25125.625000 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -25125.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25150.730469 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -25150.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25150.730469 Penalty: 2761.898926
	Iteration 6F: 3 clusters Score -25150.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -99371.039062 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -99371.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97667.968750 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -97667.97 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97997.976562 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -97997.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98182.273438 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -98182.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98254.085938 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -98254.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98324.679688 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -98324.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98364.617188 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -98364.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98392.460938 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -98392.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98424.929688 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -98424.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98451.578125 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -98451.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98463.210938 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -98463.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98465.359375 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -98465.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -98465.359375 Penalty: 3285.536377
	Iteration 11F: 3 clusters Score -98465.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -428263.125000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -428263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -425092.062500 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -425092.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -425778.125000 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -425778.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -426009.062500 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -426009.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -426181.281250 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -426181.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -426297.250000 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -426297.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -426387.687500 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -426387.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -426487.000000 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -426487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -426564.843750 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -426564.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -426642.750000 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -426642.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -426691.218750 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -426691.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -426723.625000 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -426723.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -426744.781250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -426744.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -426758.625000 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -426758.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -426771.375000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -426771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -426781.156250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -426781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -426789.093750 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -426789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -426798.843750 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -426798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -426806.156250 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -426806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -426810.843750 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -426810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -426815.906250 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -426815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -426818.250000 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -426818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -426821.687500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -426821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -426823.500000 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -426823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -426824.593750 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -426824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -426824.250000 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -426824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -426826.343750 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -426826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -426826.656250 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -426826.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -426827.312500 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -426827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -426827.312500 Penalty: 3948.147217
	Iteration 28F: 3 clusters Score -426827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27293 members 
Mstep: Class 4 contains 169781 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11346 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114907 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168872.000000 Penalty: 126803.226562
Iteration 239Q: 39 clusters Score -1.041689e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27294 members 
Mstep: Class 4 contains 169784 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114907 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112455 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168880.000000 Penalty: 126803.226562
Iteration 240F: 39 clusters Score -1.041689e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169786 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114907 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112452 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168904.000000 Penalty: 126803.226562
Iteration 241Q: 39 clusters Score -1.041689e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169789 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114906 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112450 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168848.000000 Penalty: 126803.226562
Iteration 242Q: 39 clusters Score -1.041688e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169793 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114905 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112447 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 126803.226562
Iteration 243Q: 39 clusters Score -1.041689e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169793 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114904 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112448 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168912.000000 Penalty: 126803.226562
Iteration 244Q: 39 clusters Score -1.041689e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169794 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114901 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112450 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168880.000000 Penalty: 126803.226562
Iteration 245Q: 39 clusters Score -1.041689e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169794 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114897 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112454 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168904.000000 Penalty: 126803.226562
Iteration 246Q: 39 clusters Score -1.041689e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169794 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114894 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112457 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168896.000000 Penalty: 126803.226562
Iteration 247Q: 39 clusters Score -1.041689e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169795 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114891 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168928.000000 Penalty: 126803.226562
Iteration 248Q: 39 clusters Score -1.041689e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169796 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114889 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35271 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112460 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168936.000000 Penalty: 126803.226562
Iteration 249Q: 39 clusters Score -1.041689e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169795 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114890 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112459 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168912.000000 Penalty: 126803.226562
Iteration 250Q: 39 clusters Score -1.041689e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169795 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114891 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168936.000000 Penalty: 126803.226562
Iteration 251Q: 39 clusters Score -1.041689e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169794 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114892 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 126803.226562
Iteration 252Q: 39 clusters Score -1.041689e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169792 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114894 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168928.000000 Penalty: 126803.226562
Iteration 253Q: 39 clusters Score -1.041689e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169792 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114894 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168928.000000 Penalty: 126803.226562
Iteration 254F: 39 clusters Score -1.041689e+08 nChanged 0
Entering ConstructFrom: 
Score: -104168928.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -36199.332031 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -36199.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35069.414062 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -35069.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -35685.023438 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -35685.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36259.812500 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -36259.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36687.652344 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -36687.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36989.628906 Penalty: 2912.570557
	Iteration 4F: 3 clusters Score -36989.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37067.210938 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -37067.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37076.183594 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -37076.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37087.117188 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -37087.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37089.378906 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -37089.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37098.523438 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -37098.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37103.531250 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -37103.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37108.843750 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -37108.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37121.218750 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -37121.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37122.496094 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -37122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37122.496094 Penalty: 2912.570557
	Iteration 14F: 3 clusters Score -37122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 3 contains 27295 members 
Mstep: Class 4 contains 169792 members 
Mstep: Class 5 contains 15543 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 21327 members 
Mstep: Class 8 contains 878 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 142 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 11345 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 15869 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 114894 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 1308 members 
Mstep: Class 24 contains 35272 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 40797 members 
Mstep: Class 29 contains 112458 members 
Mstep: Class 30 contains 1797 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 658 members 
Mstep: Class 34 contains 2418 members 
Mstep: Class 35 contains 333 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 753 members 
Mstep: Class 38 contains 2864 members 
Mstep: Class 39 contains 114 members 
Entering Unmasked Estep 
Score: -104167920.000000 Penalty: 130140.156250
Splitting cluster 1 changes total score from -104168928.000000 to -104167920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Entering Unmasked Estep 
Score: -5479172.500000 Penalty: 2602.956299
	Iteration 0F: 2 clusters Score -5479172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5454450.500000 Penalty: 5205.912598
	Iteration 0F: 3 clusters Score -5454450 nChanged 16493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5463764.500000 Penalty: 5205.912598
	Iteration 1F: 3 clusters Score -5463764 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5464454.500000 Penalty: 5205.912598
	Iteration 2F: 3 clusters Score -5464454 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5465397.000000 Penalty: 5205.912598
	Iteration 3F: 3 clusters Score -5465397 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5466720.000000 Penalty: 5205.912598
	Iteration 4F: 3 clusters Score -5466720 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5468550.000000 Penalty: 5205.912598
	Iteration 5F: 3 clusters Score -5468550 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5470593.500000 Penalty: 5205.912598
	Iteration 6F: 3 clusters Score -5470594 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -5472359.000000 Penalty: 5205.912598
	Iteration 7F: 3 clusters Score -5472359 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5473707.000000 Penalty: 5205.912598
	Iteration 8Q: 3 clusters Score -5473707 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -5474613.000000 Penalty: 5205.912598
	Iteration 9Q: 3 clusters Score -5474613 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5475293.000000 Penalty: 5205.912598
	Iteration 10Q: 3 clusters Score -5475293 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -5475875.500000 Penalty: 5205.912598
	Iteration 11Q: 3 clusters Score -5475876 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -5476281.000000 Penalty: 5205.912598
	Iteration 12Q: 3 clusters Score -5476281 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -5476562.000000 Penalty: 5205.912598
	Iteration 13Q: 3 clusters Score -5476562 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -5476783.000000 Penalty: 5205.912598
	Iteration 14Q: 3 clusters Score -5476783 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5476977.500000 Penalty: 5205.912598
	Iteration 15Q: 3 clusters Score -5476978 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5477120.000000 Penalty: 5205.912598
	Iteration 16Q: 3 clusters Score -5477120 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5477253.000000 Penalty: 5205.912598
	Iteration 17Q: 3 clusters Score -5477253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -5477358.500000 Penalty: 5205.912598
	Iteration 18Q: 3 clusters Score -5477358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -5477415.500000 Penalty: 5205.912598
	Iteration 19Q: 3 clusters Score -5477416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -5477465.000000 Penalty: 5205.912598
	Iteration 20F: 3 clusters Score -5477465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -5477487.000000 Penalty: 5205.912598
	Iteration 21Q: 3 clusters Score -5477487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -5477521.500000 Penalty: 5205.912598
	Iteration 22Q: 3 clusters Score -5477522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5477547.000000 Penalty: 5205.912598
	Iteration 23Q: 3 clusters Score -5477547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -5477583.500000 Penalty: 5205.912598
	Iteration 24Q: 3 clusters Score -5477584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5477612.000000 Penalty: 5205.912598
	Iteration 25Q: 3 clusters Score -5477612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5477634.500000 Penalty: 5205.912598
	Iteration 26Q: 3 clusters Score -5477634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -5477652.500000 Penalty: 5205.912598
	Iteration 27Q: 3 clusters Score -5477652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5477686.500000 Penalty: 5205.912598
	Iteration 28Q: 3 clusters Score -5477686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5477689.500000 Penalty: 5205.912598
	Iteration 29Q: 3 clusters Score -5477690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5477715.000000 Penalty: 5205.912598
	Iteration 30Q: 3 clusters Score -5477715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5477729.500000 Penalty: 5205.912598
	Iteration 31Q: 3 clusters Score -5477730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -5477747.000000 Penalty: 5205.912598
	Iteration 32Q: 3 clusters Score -5477747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5477744.500000 Penalty: 5205.912598
	Iteration 33Q: 3 clusters Score -5477744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5477749.500000 Penalty: 5205.912598
	Iteration 34Q: 3 clusters Score -5477750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -5477746.000000 Penalty: 5205.912598
	Iteration 35Q: 3 clusters Score -5477746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5477754.500000 Penalty: 5205.912598
	Iteration 36Q: 3 clusters Score -5477754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -5477758.000000 Penalty: 5205.912598
	Iteration 37Q: 3 clusters Score -5477758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5477758.500000 Penalty: 5205.912598
	Iteration 38Q: 3 clusters Score -5477758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5477773.500000 Penalty: 5205.912598
	Iteration 39Q: 3 clusters Score -5477774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5477760.000000 Penalty: 5205.912598
	Iteration 40F: 3 clusters Score -5477760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -5477770.500000 Penalty: 5205.912598
	Iteration 41Q: 3 clusters Score -5477770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5477763.000000 Penalty: 5205.912598
	Iteration 42Q: 3 clusters Score -5477763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5477764.500000 Penalty: 5205.912598
	Iteration 43Q: 3 clusters Score -5477764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -5477773.000000 Penalty: 5205.912598
	Iteration 44Q: 3 clusters Score -5477773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5477769.000000 Penalty: 5205.912598
	Iteration 45Q: 3 clusters Score -5477769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5477773.000000 Penalty: 5205.912598
	Iteration 46Q: 3 clusters Score -5477773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -5477773.000000 Penalty: 5205.912598
	Iteration 47F: 3 clusters Score -5477773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Entering Unmasked Estep 
Score: -4134554.250000 Penalty: 2533.185791
	Iteration 0F: 2 clusters Score -4134554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -4115801.750000 Penalty: 5066.371582
	Iteration 0F: 3 clusters Score -4115802 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4122594.000000 Penalty: 5066.371582
	Iteration 1F: 3 clusters Score -4122594 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4123072.000000 Penalty: 5066.371582
	Iteration 2F: 3 clusters Score -4123072 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4123515.750000 Penalty: 5066.371582
	Iteration 3Q: 3 clusters Score -4123516 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4123947.500000 Penalty: 5066.371582
	Iteration 4Q: 3 clusters Score -4123948 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4124411.500000 Penalty: 5066.371582
	Iteration 5Q: 3 clusters Score -4124412 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4124875.750000 Penalty: 5066.371582
	Iteration 6Q: 3 clusters Score -4124876 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4125413.500000 Penalty: 5066.371582
	Iteration 7Q: 3 clusters Score -4125414 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4125960.750000 Penalty: 5066.371582
	Iteration 8Q: 3 clusters Score -4125961 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4126553.750000 Penalty: 5066.371582
	Iteration 9Q: 3 clusters Score -4126554 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4127213.750000 Penalty: 5066.371582
	Iteration 10Q: 3 clusters Score -4127214 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4127941.750000 Penalty: 5066.371582
	Iteration 11Q: 3 clusters Score -4127942 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4128778.750000 Penalty: 5066.371582
	Iteration 12Q: 3 clusters Score -4128779 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4129572.500000 Penalty: 5066.371582
	Iteration 13Q: 3 clusters Score -4129572 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4130324.000000 Penalty: 5066.371582
	Iteration 14Q: 3 clusters Score -4130324 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4130992.500000 Penalty: 5066.371582
	Iteration 15Q: 3 clusters Score -4130992 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4131431.500000 Penalty: 5066.371582
	Iteration 16Q: 3 clusters Score -4131432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4131738.250000 Penalty: 5066.371582
	Iteration 17Q: 3 clusters Score -4131738 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4131941.250000 Penalty: 5066.371582
	Iteration 18Q: 3 clusters Score -4131941 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4132106.500000 Penalty: 5066.371582
	Iteration 19Q: 3 clusters Score -4132106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4132213.000000 Penalty: 5066.371582
	Iteration 20F: 3 clusters Score -4132213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4132265.500000 Penalty: 5066.371582
	Iteration 21Q: 3 clusters Score -4132266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4132312.000000 Penalty: 5066.371582
	Iteration 22Q: 3 clusters Score -4132312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4132337.500000 Penalty: 5066.371582
	Iteration 23Q: 3 clusters Score -4132338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4132352.500000 Penalty: 5066.371582
	Iteration 24Q: 3 clusters Score -4132352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4132360.000000 Penalty: 5066.371582
	Iteration 25Q: 3 clusters Score -4132360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4132380.000000 Penalty: 5066.371582
	Iteration 26Q: 3 clusters Score -4132380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4132389.250000 Penalty: 5066.371582
	Iteration 27Q: 3 clusters Score -4132389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4132396.250000 Penalty: 5066.371582
	Iteration 28Q: 3 clusters Score -4132396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4132400.750000 Penalty: 5066.371582
	Iteration 29Q: 3 clusters Score -4132401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4132405.750000 Penalty: 5066.371582
	Iteration 30Q: 3 clusters Score -4132406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4132407.500000 Penalty: 5066.371582
	Iteration 31Q: 3 clusters Score -4132408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4132407.750000 Penalty: 5066.371582
	Iteration 32Q: 3 clusters Score -4132408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4132413.750000 Penalty: 5066.371582
	Iteration 33Q: 3 clusters Score -4132414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4132413.000000 Penalty: 5066.371582
	Iteration 34Q: 3 clusters Score -4132413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4132418.750000 Penalty: 5066.371582
	Iteration 35Q: 3 clusters Score -4132419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4132418.750000 Penalty: 5066.371582
	Iteration 36F: 3 clusters Score -4132419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Entering Unmasked Estep 
Score: -26088614.000000 Penalty: 2986.497803
	Iteration 0F: 2 clusters Score -2.608861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -25984264.000000 Penalty: 5972.995605
	Iteration 0F: 3 clusters Score -2.598426e+07 nChanged 81361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -26031956.000000 Penalty: 5972.995605
	Iteration 1F: 3 clusters Score -2.603196e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -26034166.000000 Penalty: 5972.995605
	Iteration 2Q: 3 clusters Score -2.603417e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -26037606.000000 Penalty: 5972.995605
	Iteration 3Q: 3 clusters Score -2.603761e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107762 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -26042892.000000 Penalty: 5972.995605
	Iteration 4F: 3 clusters Score -2.604289e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -26050372.000000 Penalty: 5972.995605
	Iteration 5F: 3 clusters Score -2.605037e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -26059564.000000 Penalty: 5972.995605
	Iteration 6F: 3 clusters Score -2.605956e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140819 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -26068624.000000 Penalty: 5972.995605
	Iteration 7F: 3 clusters Score -2.606862e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -26075142.000000 Penalty: 5972.995605
	Iteration 8F: 3 clusters Score -2.607514e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -26079244.000000 Penalty: 5972.995605
	Iteration 9Q: 3 clusters Score -2.607924e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -26081740.000000 Penalty: 5972.995605
	Iteration 10Q: 3 clusters Score -2.608174e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -26083250.000000 Penalty: 5972.995605
	Iteration 11Q: 3 clusters Score -2.608325e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -26084328.000000 Penalty: 5972.995605
	Iteration 12Q: 3 clusters Score -2.608433e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -26084896.000000 Penalty: 5972.995605
	Iteration 13Q: 3 clusters Score -2.60849e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168161 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26085284.000000 Penalty: 5972.995605
	Iteration 14Q: 3 clusters Score -2.608528e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168623 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -26085610.000000 Penalty: 5972.995605
	Iteration 15Q: 3 clusters Score -2.608561e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -26085836.000000 Penalty: 5972.995605
	Iteration 16Q: 3 clusters Score -2.608584e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -26085958.000000 Penalty: 5972.995605
	Iteration 17Q: 3 clusters Score -2.608596e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26085998.000000 Penalty: 5972.995605
	Iteration 18Q: 3 clusters Score -2.6086e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -26086080.000000 Penalty: 5972.995605
	Iteration 19Q: 3 clusters Score -2.608608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -26086120.000000 Penalty: 5972.995605
	Iteration 20F: 3 clusters Score -2.608612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -26086146.000000 Penalty: 5972.995605
	Iteration 21Q: 3 clusters Score -2.608615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -26086148.000000 Penalty: 5972.995605
	Iteration 22Q: 3 clusters Score -2.608615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -26086178.000000 Penalty: 5972.995605
	Iteration 23Q: 3 clusters Score -2.608618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -26086188.000000 Penalty: 5972.995605
	Iteration 24Q: 3 clusters Score -2.608619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169333 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -26086204.000000 Penalty: 5972.995605
	Iteration 25Q: 3 clusters Score -2.60862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -26086194.000000 Penalty: 5972.995605
	Iteration 26Q: 3 clusters Score -2.608619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -26086184.000000 Penalty: 5972.995605
	Iteration 27Q: 3 clusters Score -2.608618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -26086176.000000 Penalty: 5972.995605
	Iteration 28Q: 3 clusters Score -2.608618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -26086188.000000 Penalty: 5972.995605
	Iteration 29Q: 3 clusters Score -2.608619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -26086184.000000 Penalty: 5972.995605
	Iteration 30Q: 3 clusters Score -2.608618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -26086200.000000 Penalty: 5972.995605
	Iteration 31Q: 3 clusters Score -2.60862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -26086198.000000 Penalty: 5972.995605
	Iteration 32Q: 3 clusters Score -2.60862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -26086190.000000 Penalty: 5972.995605
	Iteration 33Q: 3 clusters Score -2.608619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -26086202.000000 Penalty: 5972.995605
	Iteration 34Q: 3 clusters Score -2.60862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26086208.000000 Penalty: 5972.995605
	Iteration 35Q: 3 clusters Score -2.608621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26086206.000000 Penalty: 5972.995605
	Iteration 36Q: 3 clusters Score -2.608621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26086196.000000 Penalty: 5972.995605
	Iteration 37Q: 3 clusters Score -2.60862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -26086194.000000 Penalty: 5972.995605
	Iteration 38Q: 3 clusters Score -2.608619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -26086214.000000 Penalty: 5972.995605
	Iteration 39Q: 3 clusters Score -2.608621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26086208.000000 Penalty: 5972.995605
	Iteration 40F: 3 clusters Score -2.608621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26086210.000000 Penalty: 5972.995605
	Iteration 41Q: 3 clusters Score -2.608621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26086210.000000 Penalty: 5972.995605
	Iteration 42F: 3 clusters Score -2.608621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Entering Unmasked Estep 
Score: -2367916.250000 Penalty: 2393.538574
	Iteration 0F: 2 clusters Score -2367916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2356753.000000 Penalty: 4787.077148
	Iteration 0F: 3 clusters Score -2356753 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2360155.750000 Penalty: 4787.077148
	Iteration 1F: 3 clusters Score -2360156 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2360571.500000 Penalty: 4787.077148
	Iteration 2F: 3 clusters Score -2360572 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2360888.000000 Penalty: 4787.077148
	Iteration 3F: 3 clusters Score -2360888 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2361175.500000 Penalty: 4787.077148
	Iteration 4Q: 3 clusters Score -2361176 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2361491.500000 Penalty: 4787.077148
	Iteration 5Q: 3 clusters Score -2361492 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2361801.000000 Penalty: 4787.077148
	Iteration 6Q: 3 clusters Score -2361801 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2362117.250000 Penalty: 4787.077148
	Iteration 7Q: 3 clusters Score -2362117 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2362412.250000 Penalty: 4787.077148
	Iteration 8Q: 3 clusters Score -2362412 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2362675.000000 Penalty: 4787.077148
	Iteration 9Q: 3 clusters Score -2362675 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2362981.250000 Penalty: 4787.077148
	Iteration 10Q: 3 clusters Score -2362981 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2363292.250000 Penalty: 4787.077148
	Iteration 11Q: 3 clusters Score -2363292 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2363599.750000 Penalty: 4787.077148
	Iteration 12Q: 3 clusters Score -2363600 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2363846.000000 Penalty: 4787.077148
	Iteration 13Q: 3 clusters Score -2363846 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2364057.250000 Penalty: 4787.077148
	Iteration 14Q: 3 clusters Score -2364057 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2364253.750000 Penalty: 4787.077148
	Iteration 15Q: 3 clusters Score -2364254 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2364399.250000 Penalty: 4787.077148
	Iteration 16Q: 3 clusters Score -2364399 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2364508.250000 Penalty: 4787.077148
	Iteration 17Q: 3 clusters Score -2364508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2364590.000000 Penalty: 4787.077148
	Iteration 18Q: 3 clusters Score -2364590 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2364651.500000 Penalty: 4787.077148
	Iteration 19Q: 3 clusters Score -2364652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2364697.500000 Penalty: 4787.077148
	Iteration 20F: 3 clusters Score -2364698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2364728.500000 Penalty: 4787.077148
	Iteration 21Q: 3 clusters Score -2364728 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2364761.750000 Penalty: 4787.077148
	Iteration 22Q: 3 clusters Score -2364762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2364777.750000 Penalty: 4787.077148
	Iteration 23Q: 3 clusters Score -2364778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2364786.750000 Penalty: 4787.077148
	Iteration 24Q: 3 clusters Score -2364787 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2364800.250000 Penalty: 4787.077148
	Iteration 25Q: 3 clusters Score -2364800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2364819.000000 Penalty: 4787.077148
	Iteration 26Q: 3 clusters Score -2364819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2364825.000000 Penalty: 4787.077148
	Iteration 27Q: 3 clusters Score -2364825 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2364839.000000 Penalty: 4787.077148
	Iteration 28Q: 3 clusters Score -2364839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2364843.250000 Penalty: 4787.077148
	Iteration 29Q: 3 clusters Score -2364843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2364852.250000 Penalty: 4787.077148
	Iteration 30Q: 3 clusters Score -2364852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2364845.750000 Penalty: 4787.077148
	Iteration 31Q: 3 clusters Score -2364846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2364851.250000 Penalty: 4787.077148
	Iteration 32Q: 3 clusters Score -2364851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2364860.000000 Penalty: 4787.077148
	Iteration 33Q: 3 clusters Score -2364860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2364857.500000 Penalty: 4787.077148
	Iteration 34Q: 3 clusters Score -2364858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2364858.250000 Penalty: 4787.077148
	Iteration 35Q: 3 clusters Score -2364858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2364869.500000 Penalty: 4787.077148
	Iteration 36Q: 3 clusters Score -2364870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2364868.750000 Penalty: 4787.077148
	Iteration 37Q: 3 clusters Score -2364869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2364867.000000 Penalty: 4787.077148
	Iteration 38Q: 3 clusters Score -2364867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2364872.250000 Penalty: 4787.077148
	Iteration 39Q: 3 clusters Score -2364872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2364876.500000 Penalty: 4787.077148
	Iteration 40F: 3 clusters Score -2364876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2364875.500000 Penalty: 4787.077148
	Iteration 41Q: 3 clusters Score -2364876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2364878.750000 Penalty: 4787.077148
	Iteration 42Q: 3 clusters Score -2364879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2364880.000000 Penalty: 4787.077148
	Iteration 43Q: 3 clusters Score -2364880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2364873.750000 Penalty: 4787.077148
	Iteration 44Q: 3 clusters Score -2364874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2364878.500000 Penalty: 4787.077148
	Iteration 45Q: 3 clusters Score -2364878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2364878.750000 Penalty: 4787.077148
	Iteration 46Q: 3 clusters Score -2364879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2364880.000000 Penalty: 4787.077148
	Iteration 47Q: 3 clusters Score -2364880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2364879.000000 Penalty: 4787.077148
	Iteration 48Q: 3 clusters Score -2364879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2364880.750000 Penalty: 4787.077148
	Iteration 49Q: 3 clusters Score -2364881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2364879.250000 Penalty: 4787.077148
	Iteration 50Q: 3 clusters Score -2364879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2364880.250000 Penalty: 4787.077148
	Iteration 51Q: 3 clusters Score -2364880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2364879.500000 Penalty: 4787.077148
	Iteration 52Q: 3 clusters Score -2364880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2364876.000000 Penalty: 4787.077148
	Iteration 53Q: 3 clusters Score -2364876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2364882.000000 Penalty: 4787.077148
	Iteration 54Q: 3 clusters Score -2364882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2364885.750000 Penalty: 4787.077148
	Iteration 55Q: 3 clusters Score -2364886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2364885.750000 Penalty: 4787.077148
	Iteration 56F: 3 clusters Score -2364886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Entering Unmasked Estep 
Score: -658516.937500 Penalty: 2087.563232
	Iteration 0F: 2 clusters Score -658516.9 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 2274 members 
Entering Unmasked Estep 
Score: -654315.125000 Penalty: 4175.126465
	Iteration 0F: 3 clusters Score -654315.1 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -655297.375000 Penalty: 4175.126465
	Iteration 1F: 3 clusters Score -655297.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -655512.500000 Penalty: 4175.126465
	Iteration 2F: 3 clusters Score -655512.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -655619.687500 Penalty: 4175.126465
	Iteration 3Q: 3 clusters Score -655619.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -655676.250000 Penalty: 4175.126465
	Iteration 4Q: 3 clusters Score -655676.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -655727.000000 Penalty: 4175.126465
	Iteration 5Q: 3 clusters Score -655727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -655764.812500 Penalty: 4175.126465
	Iteration 6Q: 3 clusters Score -655764.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -655792.625000 Penalty: 4175.126465
	Iteration 7Q: 3 clusters Score -655792.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -655810.687500 Penalty: 4175.126465
	Iteration 8Q: 3 clusters Score -655810.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -655821.625000 Penalty: 4175.126465
	Iteration 9Q: 3 clusters Score -655821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -655828.250000 Penalty: 4175.126465
	Iteration 10Q: 3 clusters Score -655828.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -655835.500000 Penalty: 4175.126465
	Iteration 11Q: 3 clusters Score -655835.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -655841.812500 Penalty: 4175.126465
	Iteration 12Q: 3 clusters Score -655841.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -655849.500000 Penalty: 4175.126465
	Iteration 13Q: 3 clusters Score -655849.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -655854.375000 Penalty: 4175.126465
	Iteration 14Q: 3 clusters Score -655854.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -655861.125000 Penalty: 4175.126465
	Iteration 15Q: 3 clusters Score -655861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -655865.625000 Penalty: 4175.126465
	Iteration 16Q: 3 clusters Score -655865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -655872.312500 Penalty: 4175.126465
	Iteration 17Q: 3 clusters Score -655872.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -655881.625000 Penalty: 4175.126465
	Iteration 18Q: 3 clusters Score -655881.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -655891.312500 Penalty: 4175.126465
	Iteration 19Q: 3 clusters Score -655891.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -655901.375000 Penalty: 4175.126465
	Iteration 20F: 3 clusters Score -655901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -655910.500000 Penalty: 4175.126465
	Iteration 21Q: 3 clusters Score -655910.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -655920.125000 Penalty: 4175.126465
	Iteration 22Q: 3 clusters Score -655920.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -655928.375000 Penalty: 4175.126465
	Iteration 23Q: 3 clusters Score -655928.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655931.437500 Penalty: 4175.126465
	Iteration 24Q: 3 clusters Score -655931.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -655938.312500 Penalty: 4175.126465
	Iteration 25Q: 3 clusters Score -655938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -655942.000000 Penalty: 4175.126465
	Iteration 26Q: 3 clusters Score -655942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -655949.375000 Penalty: 4175.126465
	Iteration 27Q: 3 clusters Score -655949.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -655956.750000 Penalty: 4175.126465
	Iteration 28Q: 3 clusters Score -655956.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -655965.812500 Penalty: 4175.126465
	Iteration 29Q: 3 clusters Score -655965.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -655974.625000 Penalty: 4175.126465
	Iteration 30Q: 3 clusters Score -655974.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -655984.375000 Penalty: 4175.126465
	Iteration 31Q: 3 clusters Score -655984.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -655996.437500 Penalty: 4175.126465
	Iteration 32Q: 3 clusters Score -655996.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -656004.687500 Penalty: 4175.126465
	Iteration 33Q: 3 clusters Score -656004.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -656014.812500 Penalty: 4175.126465
	Iteration 34Q: 3 clusters Score -656014.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -656026.562500 Penalty: 4175.126465
	Iteration 35Q: 3 clusters Score -656026.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -656037.812500 Penalty: 4175.126465
	Iteration 36Q: 3 clusters Score -656037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -656048.687500 Penalty: 4175.126465
	Iteration 37Q: 3 clusters Score -656048.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -656061.500000 Penalty: 4175.126465
	Iteration 38Q: 3 clusters Score -656061.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -656077.875000 Penalty: 4175.126465
	Iteration 39Q: 3 clusters Score -656077.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -656099.562500 Penalty: 4175.126465
	Iteration 40F: 3 clusters Score -656099.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -656123.125000 Penalty: 4175.126465
	Iteration 41Q: 3 clusters Score -656123.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -656148.000000 Penalty: 4175.126465
	Iteration 42Q: 3 clusters Score -656148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -656180.625000 Penalty: 4175.126465
	Iteration 43Q: 3 clusters Score -656180.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -656210.812500 Penalty: 4175.126465
	Iteration 44Q: 3 clusters Score -656210.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -656239.062500 Penalty: 4175.126465
	Iteration 45Q: 3 clusters Score -656239.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -656265.937500 Penalty: 4175.126465
	Iteration 46Q: 3 clusters Score -656265.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -656298.312500 Penalty: 4175.126465
	Iteration 47Q: 3 clusters Score -656298.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -656323.687500 Penalty: 4175.126465
	Iteration 48Q: 3 clusters Score -656323.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -656343.375000 Penalty: 4175.126465
	Iteration 49Q: 3 clusters Score -656343.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -656357.562500 Penalty: 4175.126465
	Iteration 50Q: 3 clusters Score -656357.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -656375.187500 Penalty: 4175.126465
	Iteration 51Q: 3 clusters Score -656375.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -656390.812500 Penalty: 4175.126465
	Iteration 52Q: 3 clusters Score -656390.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -656409.625000 Penalty: 4175.126465
	Iteration 53Q: 3 clusters Score -656409.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -656429.625000 Penalty: 4175.126465
	Iteration 54Q: 3 clusters Score -656429.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -656455.062500 Penalty: 4175.126465
	Iteration 55Q: 3 clusters Score -656455.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -656485.250000 Penalty: 4175.126465
	Iteration 56Q: 3 clusters Score -656485.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -656512.562500 Penalty: 4175.126465
	Iteration 57Q: 3 clusters Score -656512.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -656536.500000 Penalty: 4175.126465
	Iteration 58Q: 3 clusters Score -656536.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -656564.625000 Penalty: 4175.126465
	Iteration 59Q: 3 clusters Score -656564.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -656591.812500 Penalty: 4175.126465
	Iteration 60F: 3 clusters Score -656591.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -656611.562500 Penalty: 4175.126465
	Iteration 61Q: 3 clusters Score -656611.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -656630.750000 Penalty: 4175.126465
	Iteration 62Q: 3 clusters Score -656630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -656644.000000 Penalty: 4175.126465
	Iteration 63Q: 3 clusters Score -656644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -656653.125000 Penalty: 4175.126465
	Iteration 64Q: 3 clusters Score -656653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -656658.875000 Penalty: 4175.126465
	Iteration 65Q: 3 clusters Score -656658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -656661.125000 Penalty: 4175.126465
	Iteration 66Q: 3 clusters Score -656661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -656666.375000 Penalty: 4175.126465
	Iteration 67Q: 3 clusters Score -656666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -656670.312500 Penalty: 4175.126465
	Iteration 68Q: 3 clusters Score -656670.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -656673.750000 Penalty: 4175.126465
	Iteration 69Q: 3 clusters Score -656673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -656675.312500 Penalty: 4175.126465
	Iteration 70Q: 3 clusters Score -656675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -656678.625000 Penalty: 4175.126465
	Iteration 71Q: 3 clusters Score -656678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -656681.562500 Penalty: 4175.126465
	Iteration 72Q: 3 clusters Score -656681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -656685.312500 Penalty: 4175.126465
	Iteration 73Q: 3 clusters Score -656685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -656686.875000 Penalty: 4175.126465
	Iteration 74Q: 3 clusters Score -656686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -656690.312500 Penalty: 4175.126465
	Iteration 75Q: 3 clusters Score -656690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -656694.812500 Penalty: 4175.126465
	Iteration 76Q: 3 clusters Score -656694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -656700.125000 Penalty: 4175.126465
	Iteration 77Q: 3 clusters Score -656700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -656704.375000 Penalty: 4175.126465
	Iteration 78Q: 3 clusters Score -656704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -656708.000000 Penalty: 4175.126465
	Iteration 79Q: 3 clusters Score -656708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -656710.937500 Penalty: 4175.126465
	Iteration 80F: 3 clusters Score -656710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -656716.437500 Penalty: 4175.126465
	Iteration 81Q: 3 clusters Score -656716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -656718.562500 Penalty: 4175.126465
	Iteration 82Q: 3 clusters Score -656718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -656723.187500 Penalty: 4175.126465
	Iteration 83Q: 3 clusters Score -656723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -656724.687500 Penalty: 4175.126465
	Iteration 84Q: 3 clusters Score -656724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -656729.500000 Penalty: 4175.126465
	Iteration 85Q: 3 clusters Score -656729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -656733.437500 Penalty: 4175.126465
	Iteration 86Q: 3 clusters Score -656733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -656738.687500 Penalty: 4175.126465
	Iteration 87Q: 3 clusters Score -656738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -656742.875000 Penalty: 4175.126465
	Iteration 88Q: 3 clusters Score -656742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -656746.625000 Penalty: 4175.126465
	Iteration 89Q: 3 clusters Score -656746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -656747.687500 Penalty: 4175.126465
	Iteration 90Q: 3 clusters Score -656747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -656750.437500 Penalty: 4175.126465
	Iteration 91Q: 3 clusters Score -656750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -656751.750000 Penalty: 4175.126465
	Iteration 92Q: 3 clusters Score -656751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -656753.125000 Penalty: 4175.126465
	Iteration 93Q: 3 clusters Score -656753.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -656753.125000 Penalty: 4175.126465
	Iteration 94Q: 3 clusters Score -656753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -656754.937500 Penalty: 4175.126465
	Iteration 95Q: 3 clusters Score -656754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -656757.750000 Penalty: 4175.126465
	Iteration 96Q: 3 clusters Score -656757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -656759.625000 Penalty: 4175.126465
	Iteration 97Q: 3 clusters Score -656759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -656760.687500 Penalty: 4175.126465
	Iteration 98Q: 3 clusters Score -656760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -656763.500000 Penalty: 4175.126465
	Iteration 99Q: 3 clusters Score -656763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -656764.375000 Penalty: 4175.126465
	Iteration 100F: 3 clusters Score -656764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -656765.062500 Penalty: 4175.126465
	Iteration 101Q: 3 clusters Score -656765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -656766.125000 Penalty: 4175.126465
	Iteration 102Q: 3 clusters Score -656766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -656766.125000 Penalty: 4175.126465
	Iteration 103F: 3 clusters Score -656766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Entering Unmasked Estep 
Score: -3205391.750000 Penalty: 2471.996826
	Iteration 0F: 2 clusters Score -3205392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3190436.500000 Penalty: 4943.993652
	Iteration 0F: 3 clusters Score -3190436 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3195432.500000 Penalty: 4943.993652
	Iteration 1F: 3 clusters Score -3195432 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3196041.750000 Penalty: 4943.993652
	Iteration 2F: 3 clusters Score -3196042 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3196790.750000 Penalty: 4943.993652
	Iteration 3F: 3 clusters Score -3196791 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3197669.750000 Penalty: 4943.993652
	Iteration 4F: 3 clusters Score -3197670 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3198464.750000 Penalty: 4943.993652
	Iteration 5F: 3 clusters Score -3198465 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3199107.500000 Penalty: 4943.993652
	Iteration 6F: 3 clusters Score -3199108 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3199672.250000 Penalty: 4943.993652
	Iteration 7Q: 3 clusters Score -3199672 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3200294.250000 Penalty: 4943.993652
	Iteration 8Q: 3 clusters Score -3200294 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3200966.250000 Penalty: 4943.993652
	Iteration 9Q: 3 clusters Score -3200966 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3201631.750000 Penalty: 4943.993652
	Iteration 10Q: 3 clusters Score -3201632 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3202288.500000 Penalty: 4943.993652
	Iteration 11Q: 3 clusters Score -3202288 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3202874.250000 Penalty: 4943.993652
	Iteration 12Q: 3 clusters Score -3202874 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3203320.500000 Penalty: 4943.993652
	Iteration 13Q: 3 clusters Score -3203320 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3203568.750000 Penalty: 4943.993652
	Iteration 14Q: 3 clusters Score -3203569 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3203701.250000 Penalty: 4943.993652
	Iteration 15Q: 3 clusters Score -3203701 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3203785.500000 Penalty: 4943.993652
	Iteration 16Q: 3 clusters Score -3203786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3203862.500000 Penalty: 4943.993652
	Iteration 17Q: 3 clusters Score -3203862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3203913.750000 Penalty: 4943.993652
	Iteration 18Q: 3 clusters Score -3203914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3203935.250000 Penalty: 4943.993652
	Iteration 19Q: 3 clusters Score -3203935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3203956.000000 Penalty: 4943.993652
	Iteration 20F: 3 clusters Score -3203956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3203972.250000 Penalty: 4943.993652
	Iteration 21Q: 3 clusters Score -3203972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3203978.750000 Penalty: 4943.993652
	Iteration 22Q: 3 clusters Score -3203979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3203990.500000 Penalty: 4943.993652
	Iteration 23Q: 3 clusters Score -3203990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3204008.000000 Penalty: 4943.993652
	Iteration 24Q: 3 clusters Score -3204008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3204014.250000 Penalty: 4943.993652
	Iteration 25Q: 3 clusters Score -3204014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3204015.250000 Penalty: 4943.993652
	Iteration 26Q: 3 clusters Score -3204015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3204023.500000 Penalty: 4943.993652
	Iteration 27Q: 3 clusters Score -3204024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3204027.250000 Penalty: 4943.993652
	Iteration 28Q: 3 clusters Score -3204027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3204027.500000 Penalty: 4943.993652
	Iteration 29Q: 3 clusters Score -3204028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3204029.000000 Penalty: 4943.993652
	Iteration 30Q: 3 clusters Score -3204029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3204035.000000 Penalty: 4943.993652
	Iteration 31Q: 3 clusters Score -3204035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3204041.500000 Penalty: 4943.993652
	Iteration 32Q: 3 clusters Score -3204042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3204046.250000 Penalty: 4943.993652
	Iteration 33Q: 3 clusters Score -3204046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3204056.750000 Penalty: 4943.993652
	Iteration 34Q: 3 clusters Score -3204057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3204061.000000 Penalty: 4943.993652
	Iteration 35Q: 3 clusters Score -3204061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3204070.750000 Penalty: 4943.993652
	Iteration 36Q: 3 clusters Score -3204071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3204075.250000 Penalty: 4943.993652
	Iteration 37Q: 3 clusters Score -3204075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3204085.000000 Penalty: 4943.993652
	Iteration 38Q: 3 clusters Score -3204085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3204102.250000 Penalty: 4943.993652
	Iteration 39Q: 3 clusters Score -3204102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3204107.500000 Penalty: 4943.993652
	Iteration 40F: 3 clusters Score -3204108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3204115.250000 Penalty: 4943.993652
	Iteration 41Q: 3 clusters Score -3204115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3204122.000000 Penalty: 4943.993652
	Iteration 42Q: 3 clusters Score -3204122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3204128.000000 Penalty: 4943.993652
	Iteration 43Q: 3 clusters Score -3204128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3204139.250000 Penalty: 4943.993652
	Iteration 44Q: 3 clusters Score -3204139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3204157.250000 Penalty: 4943.993652
	Iteration 45Q: 3 clusters Score -3204157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3204161.750000 Penalty: 4943.993652
	Iteration 46Q: 3 clusters Score -3204162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3204181.500000 Penalty: 4943.993652
	Iteration 47Q: 3 clusters Score -3204182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3204200.500000 Penalty: 4943.993652
	Iteration 48Q: 3 clusters Score -3204200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3204224.000000 Penalty: 4943.993652
	Iteration 49Q: 3 clusters Score -3204224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3204264.000000 Penalty: 4943.993652
	Iteration 50Q: 3 clusters Score -3204264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3204312.000000 Penalty: 4943.993652
	Iteration 51Q: 3 clusters Score -3204312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3204344.500000 Penalty: 4943.993652
	Iteration 52Q: 3 clusters Score -3204344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3204371.500000 Penalty: 4943.993652
	Iteration 53Q: 3 clusters Score -3204372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3204400.750000 Penalty: 4943.993652
	Iteration 54Q: 3 clusters Score -3204401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3204412.250000 Penalty: 4943.993652
	Iteration 55Q: 3 clusters Score -3204412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3204417.250000 Penalty: 4943.993652
	Iteration 56Q: 3 clusters Score -3204417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3204423.500000 Penalty: 4943.993652
	Iteration 57Q: 3 clusters Score -3204424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3204427.500000 Penalty: 4943.993652
	Iteration 58Q: 3 clusters Score -3204428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3204436.000000 Penalty: 4943.993652
	Iteration 59Q: 3 clusters Score -3204436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3204439.250000 Penalty: 4943.993652
	Iteration 60F: 3 clusters Score -3204439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3204441.250000 Penalty: 4943.993652
	Iteration 61Q: 3 clusters Score -3204441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3204438.500000 Penalty: 4943.993652
	Iteration 62Q: 3 clusters Score -3204438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3204438.500000 Penalty: 4943.993652
	Iteration 63F: 3 clusters Score -3204438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -118722.960938 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -118723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -116910.960938 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -116911 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117387.757812 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -117387.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117758.171875 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -117758.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117994.273438 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -117994.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -118097.789062 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -118097.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -118176.046875 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -118176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -118234.031250 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -118234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118290.062500 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -118290.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -118337.015625 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -118337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -118363.304688 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -118363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -118389.218750 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -118389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -118391.875000 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -118391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -118394.992188 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -118395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -118398.226562 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -118398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -118400.367188 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -118400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -118400.367188 Penalty: 3361.712646
	Iteration 15F: 3 clusters Score -118400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -72767.187500 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -72767.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71215.476562 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -71215.48 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71358.781250 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -71358.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71448.265625 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -71448.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71518.429688 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -71518.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71585.679688 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -71585.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71647.101562 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -71647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -71698.960938 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -71698.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71733.351562 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -71733.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -71764.218750 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -71764.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -71810.367188 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -71810.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -71871.460938 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -71871.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -71930.437500 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -71930.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72017.070312 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -72017.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -72106.039062 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -72106.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72195.671875 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -72195.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72250.585938 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -72250.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72311.554688 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -72311.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72361.828125 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -72361.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72454.531250 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -72454.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72473.757812 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -72473.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72487.445312 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -72487.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72504.703125 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -72504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72533.546875 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -72533.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72554.109375 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -72554.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72569.046875 Penalty: 3089.341309
	Iteration 24Q: 3 clusters Score -72569.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72577.398438 Penalty: 3089.341309
	Iteration 25Q: 3 clusters Score -72577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72590.500000 Penalty: 3089.341309
	Iteration 26Q: 3 clusters Score -72590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72593.328125 Penalty: 3089.341309
	Iteration 27Q: 3 clusters Score -72593.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72593.328125 Penalty: 3089.341309
	Iteration 28F: 3 clusters Score -72593.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -15751.564453 Penalty: 1229.045166
	Iteration 0F: 2 clusters Score -15751.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14796.735352 Penalty: 2458.090332
	Iteration 0F: 3 clusters Score -14796.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14829.673828 Penalty: 2458.090332
	Iteration 1F: 3 clusters Score -14829.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14858.130859 Penalty: 2458.090332
	Iteration 2Q: 3 clusters Score -14858.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14861.488281 Penalty: 2458.090332
	Iteration 3Q: 3 clusters Score -14861.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14861.488281 Penalty: 2458.090332
	Iteration 4F: 3 clusters Score -14861.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -291857.812500 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -291857.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -289180.375000 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -289180.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289697.718750 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -289697.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -289949.375000 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -289949.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -290230.343750 Penalty: 3790.929688
	Iteration 3F: 3 clusters Score -290230.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -290510.281250 Penalty: 3790.929688
	Iteration 4F: 3 clusters Score -290510.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -290713.156250 Penalty: 3790.929688
	Iteration 5F: 3 clusters Score -290713.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290839.062500 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -290839.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290940.687500 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -290940.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -291022.312500 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -291022.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -291091.125000 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -291091.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -291161.531250 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -291161.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -291250.312500 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -291250.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -291301.875000 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -291301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -291330.687500 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -291330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -291350.812500 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -291350.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291369.156250 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -291369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -291391.781250 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -291391.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -291408.093750 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -291408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -291415.562500 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -291415.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -291420.750000 Penalty: 3790.929688
	Iteration 19Q: 3 clusters Score -291420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -291426.593750 Penalty: 3790.929688
	Iteration 20F: 3 clusters Score -291426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -291434.875000 Penalty: 3790.929688
	Iteration 21Q: 3 clusters Score -291434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -291443.281250 Penalty: 3790.929688
	Iteration 22Q: 3 clusters Score -291443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -291450.750000 Penalty: 3790.929688
	Iteration 23Q: 3 clusters Score -291450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -291455.718750 Penalty: 3790.929688
	Iteration 24Q: 3 clusters Score -291455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -291460.031250 Penalty: 3790.929688
	Iteration 25Q: 3 clusters Score -291460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -291461.781250 Penalty: 3790.929688
	Iteration 26Q: 3 clusters Score -291461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -291465.468750 Penalty: 3790.929688
	Iteration 27Q: 3 clusters Score -291465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -291470.593750 Penalty: 3790.929688
	Iteration 28Q: 3 clusters Score -291470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -291472.781250 Penalty: 3790.929688
	Iteration 29Q: 3 clusters Score -291472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -291473.937500 Penalty: 3790.929688
	Iteration 30Q: 3 clusters Score -291473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -291474.843750 Penalty: 3790.929688
	Iteration 31Q: 3 clusters Score -291474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -291475.312500 Penalty: 3790.929688
	Iteration 32Q: 3 clusters Score -291475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -291475.312500 Penalty: 3790.929688
	Iteration 33F: 3 clusters Score -291475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -460628.750000 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -460628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -457266.468750 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -457266.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -457974.500000 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -457974.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -458145.812500 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -458145.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -458264.125000 Penalty: 3989.498047
	Iteration 3Q: 3 clusters Score -458264.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -458362.281250 Penalty: 3989.498047
	Iteration 4Q: 3 clusters Score -458362.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -458458.062500 Penalty: 3989.498047
	Iteration 5Q: 3 clusters Score -458458.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -458579.093750 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -458579.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -458688.812500 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -458688.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -458791.250000 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -458791.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -458904.531250 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -458904.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -459003.656250 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -459003.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -459075.562500 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -459075.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -459148.000000 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -459148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -459201.906250 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -459201.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -459239.843750 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -459239.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -459268.500000 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -459268.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -459287.593750 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -459287.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -459305.312500 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -459305.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -459318.843750 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -459318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -459326.562500 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -459326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -459337.093750 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -459337.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -459345.031250 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -459345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -459351.468750 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -459351.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -459356.500000 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -459356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -459357.843750 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -459357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -459362.250000 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -459362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -459366.187500 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -459366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -459368.343750 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -459368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459369.750000 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -459369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -459370.500000 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -459370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -459373.500000 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -459373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -459374.875000 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -459374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -459374.343750 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -459374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -459374.593750 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -459374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -459375.156250 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -459375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -459376.187500 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -459376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -459377.406250 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -459377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -459379.562500 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -459379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -459380.500000 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -459380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -459381.812500 Penalty: 3989.498047
	Iteration 39Q: 3 clusters Score -459381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -459384.968750 Penalty: 3989.498047
	Iteration 40F: 3 clusters Score -459385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -459387.437500 Penalty: 3989.498047
	Iteration 41Q: 3 clusters Score -459387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -459388.375000 Penalty: 3989.498047
	Iteration 42Q: 3 clusters Score -459388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -459389.906250 Penalty: 3989.498047
	Iteration 43Q: 3 clusters Score -459389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -459391.750000 Penalty: 3989.498047
	Iteration 44Q: 3 clusters Score -459391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -459392.593750 Penalty: 3989.498047
	Iteration 45Q: 3 clusters Score -459392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -459395.343750 Penalty: 3989.498047
	Iteration 46Q: 3 clusters Score -459395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -459397.000000 Penalty: 3989.498047
	Iteration 47Q: 3 clusters Score -459397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -459399.781250 Penalty: 3989.498047
	Iteration 48Q: 3 clusters Score -459399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -459403.250000 Penalty: 3989.498047
	Iteration 49Q: 3 clusters Score -459403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -459406.156250 Penalty: 3989.498047
	Iteration 50Q: 3 clusters Score -459406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -459407.187500 Penalty: 3989.498047
	Iteration 51Q: 3 clusters Score -459407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -459407.812500 Penalty: 3989.498047
	Iteration 52Q: 3 clusters Score -459407.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -459407.812500 Penalty: 3989.498047
	Iteration 53F: 3 clusters Score -459407.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Entering Unmasked Estep 
Score: -1711798.625000 Penalty: 2315.459961
	Iteration 0F: 2 clusters Score -1711799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1703421.625000 Penalty: 4630.919922
	Iteration 0F: 3 clusters Score -1703422 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1706028.250000 Penalty: 4630.919922
	Iteration 1F: 3 clusters Score -1706028 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1706428.250000 Penalty: 4630.919922
	Iteration 2F: 3 clusters Score -1706428 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1706706.500000 Penalty: 4630.919922
	Iteration 3F: 3 clusters Score -1706706 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1706966.250000 Penalty: 4630.919922
	Iteration 4Q: 3 clusters Score -1706966 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1707195.750000 Penalty: 4630.919922
	Iteration 5Q: 3 clusters Score -1707196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1707388.125000 Penalty: 4630.919922
	Iteration 6Q: 3 clusters Score -1707388 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1707560.750000 Penalty: 4630.919922
	Iteration 7Q: 3 clusters Score -1707561 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1707735.750000 Penalty: 4630.919922
	Iteration 8Q: 3 clusters Score -1707736 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1707909.625000 Penalty: 4630.919922
	Iteration 9Q: 3 clusters Score -1707910 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1708084.375000 Penalty: 4630.919922
	Iteration 10Q: 3 clusters Score -1708084 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1708275.375000 Penalty: 4630.919922
	Iteration 11Q: 3 clusters Score -1708275 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1708468.375000 Penalty: 4630.919922
	Iteration 12Q: 3 clusters Score -1708468 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1708674.000000 Penalty: 4630.919922
	Iteration 13Q: 3 clusters Score -1708674 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1708861.000000 Penalty: 4630.919922
	Iteration 14Q: 3 clusters Score -1708861 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1709042.875000 Penalty: 4630.919922
	Iteration 15Q: 3 clusters Score -1709043 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1709211.625000 Penalty: 4630.919922
	Iteration 16Q: 3 clusters Score -1709212 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1709344.125000 Penalty: 4630.919922
	Iteration 17Q: 3 clusters Score -1709344 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1709457.125000 Penalty: 4630.919922
	Iteration 18Q: 3 clusters Score -1709457 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1709532.375000 Penalty: 4630.919922
	Iteration 19Q: 3 clusters Score -1709532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1709610.875000 Penalty: 4630.919922
	Iteration 20F: 3 clusters Score -1709611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1709674.000000 Penalty: 4630.919922
	Iteration 21Q: 3 clusters Score -1709674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1709718.750000 Penalty: 4630.919922
	Iteration 22Q: 3 clusters Score -1709719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1709761.500000 Penalty: 4630.919922
	Iteration 23Q: 3 clusters Score -1709762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1709799.500000 Penalty: 4630.919922
	Iteration 24Q: 3 clusters Score -1709800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1709825.375000 Penalty: 4630.919922
	Iteration 25Q: 3 clusters Score -1709825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1709850.750000 Penalty: 4630.919922
	Iteration 26Q: 3 clusters Score -1709851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1709877.125000 Penalty: 4630.919922
	Iteration 27Q: 3 clusters Score -1709877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1709889.125000 Penalty: 4630.919922
	Iteration 28Q: 3 clusters Score -1709889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1709898.125000 Penalty: 4630.919922
	Iteration 29Q: 3 clusters Score -1709898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1709901.125000 Penalty: 4630.919922
	Iteration 30Q: 3 clusters Score -1709901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1709908.375000 Penalty: 4630.919922
	Iteration 31Q: 3 clusters Score -1709908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1709913.500000 Penalty: 4630.919922
	Iteration 32Q: 3 clusters Score -1709914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1709919.000000 Penalty: 4630.919922
	Iteration 33Q: 3 clusters Score -1709919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1709921.375000 Penalty: 4630.919922
	Iteration 34Q: 3 clusters Score -1709921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1709926.125000 Penalty: 4630.919922
	Iteration 35Q: 3 clusters Score -1709926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1709932.625000 Penalty: 4630.919922
	Iteration 36Q: 3 clusters Score -1709933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1709933.750000 Penalty: 4630.919922
	Iteration 37Q: 3 clusters Score -1709934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1709933.500000 Penalty: 4630.919922
	Iteration 38Q: 3 clusters Score -1709934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1709932.875000 Penalty: 4630.919922
	Iteration 39Q: 3 clusters Score -1709933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1709936.375000 Penalty: 4630.919922
	Iteration 40F: 3 clusters Score -1709936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1709936.250000 Penalty: 4630.919922
	Iteration 41Q: 3 clusters Score -1709936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1709937.375000 Penalty: 4630.919922
	Iteration 42Q: 3 clusters Score -1709937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1709937.375000 Penalty: 4630.919922
	Iteration 43F: 3 clusters Score -1709937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -501943.593750 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -501943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -498489.718750 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -498489.7 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -499177.218750 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -499177.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -499362.968750 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -499363 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -499464.406250 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -499464.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -499562.781250 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -499562.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -499660.281250 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -499660.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -499741.250000 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -499741.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -499804.781250 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -499804.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -499850.687500 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -499850.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -499892.031250 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -499892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -499933.968750 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -499934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -499984.312500 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -499984.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -500050.218750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -500050.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -500150.562500 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -500150.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -500262.750000 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -500262.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -500371.156250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -500371.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -500514.656250 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -500514.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -500643.906250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -500643.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -500757.906250 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -500757.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -500840.593750 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -500840.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -500914.375000 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -500914.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -500964.093750 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -500964.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -501001.562500 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -501001.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -501034.687500 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -501034.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -501058.468750 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -501058.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -501072.906250 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -501072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -501082.656250 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -501082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -501087.125000 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -501087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -501087.750000 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -501087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -501089.500000 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -501089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -501092.781250 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -501092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -501093.906250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -501093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -501093.906250 Penalty: 4026.334961
	Iteration 32F: 3 clusters Score -501093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Entering Unmasked Estep 
Score: -1863011.875000 Penalty: 2353.373779
	Iteration 0F: 2 clusters Score -1863012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1853235.375000 Penalty: 4706.747559
	Iteration 0F: 3 clusters Score -1853235 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1856335.500000 Penalty: 4706.747559
	Iteration 1F: 3 clusters Score -1856336 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1856859.250000 Penalty: 4706.747559
	Iteration 2F: 3 clusters Score -1856859 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1857348.375000 Penalty: 4706.747559
	Iteration 3F: 3 clusters Score -1857348 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1857821.625000 Penalty: 4706.747559
	Iteration 4F: 3 clusters Score -1857822 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1858262.500000 Penalty: 4706.747559
	Iteration 5F: 3 clusters Score -1858262 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1858600.750000 Penalty: 4706.747559
	Iteration 6Q: 3 clusters Score -1858601 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1858915.250000 Penalty: 4706.747559
	Iteration 7Q: 3 clusters Score -1858915 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1859189.000000 Penalty: 4706.747559
	Iteration 8Q: 3 clusters Score -1859189 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1859423.500000 Penalty: 4706.747559
	Iteration 9Q: 3 clusters Score -1859424 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1859611.125000 Penalty: 4706.747559
	Iteration 10Q: 3 clusters Score -1859611 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1859759.250000 Penalty: 4706.747559
	Iteration 11Q: 3 clusters Score -1859759 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1859872.375000 Penalty: 4706.747559
	Iteration 12Q: 3 clusters Score -1859872 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1859962.000000 Penalty: 4706.747559
	Iteration 13Q: 3 clusters Score -1859962 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1860029.500000 Penalty: 4706.747559
	Iteration 14Q: 3 clusters Score -1860030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1860077.125000 Penalty: 4706.747559
	Iteration 15Q: 3 clusters Score -1860077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1860125.000000 Penalty: 4706.747559
	Iteration 16Q: 3 clusters Score -1860125 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1860163.250000 Penalty: 4706.747559
	Iteration 17Q: 3 clusters Score -1860163 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1860183.500000 Penalty: 4706.747559
	Iteration 18Q: 3 clusters Score -1860184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1860204.625000 Penalty: 4706.747559
	Iteration 19Q: 3 clusters Score -1860205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1860218.750000 Penalty: 4706.747559
	Iteration 20F: 3 clusters Score -1860219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1860241.125000 Penalty: 4706.747559
	Iteration 21Q: 3 clusters Score -1860241 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1860254.375000 Penalty: 4706.747559
	Iteration 22Q: 3 clusters Score -1860254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1860268.250000 Penalty: 4706.747559
	Iteration 23Q: 3 clusters Score -1860268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1860277.750000 Penalty: 4706.747559
	Iteration 24Q: 3 clusters Score -1860278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1860287.375000 Penalty: 4706.747559
	Iteration 25Q: 3 clusters Score -1860287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1860298.375000 Penalty: 4706.747559
	Iteration 26Q: 3 clusters Score -1860298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1860312.250000 Penalty: 4706.747559
	Iteration 27Q: 3 clusters Score -1860312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1860314.875000 Penalty: 4706.747559
	Iteration 28Q: 3 clusters Score -1860315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1860327.500000 Penalty: 4706.747559
	Iteration 29Q: 3 clusters Score -1860328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1860330.250000 Penalty: 4706.747559
	Iteration 30Q: 3 clusters Score -1860330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1860340.125000 Penalty: 4706.747559
	Iteration 31Q: 3 clusters Score -1860340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1860348.875000 Penalty: 4706.747559
	Iteration 32Q: 3 clusters Score -1860349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1860353.750000 Penalty: 4706.747559
	Iteration 33Q: 3 clusters Score -1860354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1860357.750000 Penalty: 4706.747559
	Iteration 34Q: 3 clusters Score -1860358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1860359.750000 Penalty: 4706.747559
	Iteration 35Q: 3 clusters Score -1860360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1860361.000000 Penalty: 4706.747559
	Iteration 36Q: 3 clusters Score -1860361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1860363.375000 Penalty: 4706.747559
	Iteration 37Q: 3 clusters Score -1860363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1860361.000000 Penalty: 4706.747559
	Iteration 38Q: 3 clusters Score -1860361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1860363.250000 Penalty: 4706.747559
	Iteration 39Q: 3 clusters Score -1860363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1860360.750000 Penalty: 4706.747559
	Iteration 40F: 3 clusters Score -1860361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1860359.375000 Penalty: 4706.747559
	Iteration 41Q: 3 clusters Score -1860359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1860365.125000 Penalty: 4706.747559
	Iteration 42Q: 3 clusters Score -1860365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1860366.125000 Penalty: 4706.747559
	Iteration 43Q: 3 clusters Score -1860366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1860363.750000 Penalty: 4706.747559
	Iteration 44Q: 3 clusters Score -1860364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1860363.000000 Penalty: 4706.747559
	Iteration 45Q: 3 clusters Score -1860363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1860363.000000 Penalty: 4706.747559
	Iteration 46Q: 3 clusters Score -1860363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1860363.750000 Penalty: 4706.747559
	Iteration 47Q: 3 clusters Score -1860364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1860363.750000 Penalty: 4706.747559
	Iteration 48F: 3 clusters Score -1860364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Entering Unmasked Estep 
Score: -2414069.750000 Penalty: 2398.686523
	Iteration 0F: 2 clusters Score -2414070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2402696.000000 Penalty: 4797.373047
	Iteration 0F: 3 clusters Score -2402696 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2406288.250000 Penalty: 4797.373047
	Iteration 1F: 3 clusters Score -2406288 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2406674.500000 Penalty: 4797.373047
	Iteration 2F: 3 clusters Score -2406674 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2407064.750000 Penalty: 4797.373047
	Iteration 3F: 3 clusters Score -2407065 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2407558.750000 Penalty: 4797.373047
	Iteration 4F: 3 clusters Score -2407559 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2408243.500000 Penalty: 4797.373047
	Iteration 5F: 3 clusters Score -2408244 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2409184.500000 Penalty: 4797.373047
	Iteration 6F: 3 clusters Score -2409184 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2410261.500000 Penalty: 4797.373047
	Iteration 7F: 3 clusters Score -2410262 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2411287.250000 Penalty: 4797.373047
	Iteration 8F: 3 clusters Score -2411287 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2412136.750000 Penalty: 4797.373047
	Iteration 9F: 3 clusters Score -2412137 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2412780.000000 Penalty: 4797.373047
	Iteration 10Q: 3 clusters Score -2412780 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2413108.000000 Penalty: 4797.373047
	Iteration 11Q: 3 clusters Score -2413108 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2413221.250000 Penalty: 4797.373047
	Iteration 12Q: 3 clusters Score -2413221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2413288.000000 Penalty: 4797.373047
	Iteration 13Q: 3 clusters Score -2413288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2413330.500000 Penalty: 4797.373047
	Iteration 14Q: 3 clusters Score -2413330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2413354.000000 Penalty: 4797.373047
	Iteration 15Q: 3 clusters Score -2413354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2413375.750000 Penalty: 4797.373047
	Iteration 16Q: 3 clusters Score -2413376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2413404.000000 Penalty: 4797.373047
	Iteration 17Q: 3 clusters Score -2413404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2413425.500000 Penalty: 4797.373047
	Iteration 18Q: 3 clusters Score -2413426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2413440.750000 Penalty: 4797.373047
	Iteration 19Q: 3 clusters Score -2413441 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2413459.500000 Penalty: 4797.373047
	Iteration 20F: 3 clusters Score -2413460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2413479.250000 Penalty: 4797.373047
	Iteration 21Q: 3 clusters Score -2413479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2413491.250000 Penalty: 4797.373047
	Iteration 22Q: 3 clusters Score -2413491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2413506.750000 Penalty: 4797.373047
	Iteration 23Q: 3 clusters Score -2413507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2413518.750000 Penalty: 4797.373047
	Iteration 24Q: 3 clusters Score -2413519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2413531.250000 Penalty: 4797.373047
	Iteration 25Q: 3 clusters Score -2413531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2413541.500000 Penalty: 4797.373047
	Iteration 26Q: 3 clusters Score -2413542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2413542.750000 Penalty: 4797.373047
	Iteration 27Q: 3 clusters Score -2413543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2413558.000000 Penalty: 4797.373047
	Iteration 28Q: 3 clusters Score -2413558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2413562.750000 Penalty: 4797.373047
	Iteration 29Q: 3 clusters Score -2413563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2413570.250000 Penalty: 4797.373047
	Iteration 30Q: 3 clusters Score -2413570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2413577.000000 Penalty: 4797.373047
	Iteration 31Q: 3 clusters Score -2413577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2413577.500000 Penalty: 4797.373047
	Iteration 32Q: 3 clusters Score -2413578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2413584.250000 Penalty: 4797.373047
	Iteration 33Q: 3 clusters Score -2413584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2413586.500000 Penalty: 4797.373047
	Iteration 34Q: 3 clusters Score -2413586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2413587.500000 Penalty: 4797.373047
	Iteration 35Q: 3 clusters Score -2413588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2413589.500000 Penalty: 4797.373047
	Iteration 36Q: 3 clusters Score -2413590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2413598.000000 Penalty: 4797.373047
	Iteration 37Q: 3 clusters Score -2413598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2413594.250000 Penalty: 4797.373047
	Iteration 38Q: 3 clusters Score -2413594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2413596.750000 Penalty: 4797.373047
	Iteration 39Q: 3 clusters Score -2413597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2413598.750000 Penalty: 4797.373047
	Iteration 40F: 3 clusters Score -2413599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2413603.750000 Penalty: 4797.373047
	Iteration 41Q: 3 clusters Score -2413604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2413608.500000 Penalty: 4797.373047
	Iteration 42Q: 3 clusters Score -2413608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2413608.500000 Penalty: 4797.373047
	Iteration 43Q: 3 clusters Score -2413608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2413608.750000 Penalty: 4797.373047
	Iteration 44Q: 3 clusters Score -2413609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2413603.500000 Penalty: 4797.373047
	Iteration 45Q: 3 clusters Score -2413604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2413608.000000 Penalty: 4797.373047
	Iteration 46Q: 3 clusters Score -2413608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2413612.750000 Penalty: 4797.373047
	Iteration 47Q: 3 clusters Score -2413613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2413614.500000 Penalty: 4797.373047
	Iteration 48Q: 3 clusters Score -2413614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2413620.250000 Penalty: 4797.373047
	Iteration 49Q: 3 clusters Score -2413620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2413619.500000 Penalty: 4797.373047
	Iteration 50Q: 3 clusters Score -2413620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2413617.500000 Penalty: 4797.373047
	Iteration 51Q: 3 clusters Score -2413618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2413616.750000 Penalty: 4797.373047
	Iteration 52Q: 3 clusters Score -2413617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2413617.250000 Penalty: 4797.373047
	Iteration 53Q: 3 clusters Score -2413617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2413615.500000 Penalty: 4797.373047
	Iteration 54Q: 3 clusters Score -2413616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2413615.250000 Penalty: 4797.373047
	Iteration 55Q: 3 clusters Score -2413615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2413614.250000 Penalty: 4797.373047
	Iteration 56Q: 3 clusters Score -2413614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2413615.250000 Penalty: 4797.373047
	Iteration 57Q: 3 clusters Score -2413615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2413614.500000 Penalty: 4797.373047
	Iteration 58Q: 3 clusters Score -2413614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2413612.750000 Penalty: 4797.373047
	Iteration 59Q: 3 clusters Score -2413613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2413619.000000 Penalty: 4797.373047
	Iteration 60F: 3 clusters Score -2413619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -83839.609375 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -83839.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82217.531250 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -82217.53 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82429.242188 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -82429.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82501.398438 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -82501.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82560.734375 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -82560.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82607.531250 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -82607.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82650.078125 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -82650.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82711.375000 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -82711.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82770.703125 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -82770.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82809.843750 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -82809.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82842.210938 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -82842.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82874.085938 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -82874.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82902.687500 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -82902.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82922.109375 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -82922.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82932.820312 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -82932.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82933.382812 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -82933.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82934.953125 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -82934.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82934.953125 Penalty: 3244.350830
	Iteration 16F: 3 clusters Score -82934.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (114894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Entering Unmasked Estep 
Score: -17708824.000000 Penalty: 2889.637695
	Iteration 0F: 2 clusters Score -1.770882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -17636694.000000 Penalty: 5779.275391
	Iteration 0F: 3 clusters Score -1.763669e+07 nChanged 54795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -17668210.000000 Penalty: 5779.275391
	Iteration 1F: 3 clusters Score -1.766821e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -17669174.000000 Penalty: 5779.275391
	Iteration 2Q: 3 clusters Score -1.766917e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -17670380.000000 Penalty: 5779.275391
	Iteration 3Q: 3 clusters Score -1.767038e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -17672064.000000 Penalty: 5779.275391
	Iteration 4Q: 3 clusters Score -1.767206e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -17674494.000000 Penalty: 5779.275391
	Iteration 5Q: 3 clusters Score -1.767449e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74420 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -17678010.000000 Penalty: 5779.275391
	Iteration 6F: 3 clusters Score -1.767801e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -17683032.000000 Penalty: 5779.275391
	Iteration 7F: 3 clusters Score -1.768303e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -17689480.000000 Penalty: 5779.275391
	Iteration 8F: 3 clusters Score -1.768948e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96513 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -17695854.000000 Penalty: 5779.275391
	Iteration 9F: 3 clusters Score -1.769585e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -17700418.000000 Penalty: 5779.275391
	Iteration 10F: 3 clusters Score -1.770042e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105737 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -17703044.000000 Penalty: 5779.275391
	Iteration 11Q: 3 clusters Score -1.770304e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -17704672.000000 Penalty: 5779.275391
	Iteration 12Q: 3 clusters Score -1.770467e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -17705470.000000 Penalty: 5779.275391
	Iteration 13Q: 3 clusters Score -1.770547e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -17705938.000000 Penalty: 5779.275391
	Iteration 14Q: 3 clusters Score -1.770594e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -17706318.000000 Penalty: 5779.275391
	Iteration 15Q: 3 clusters Score -1.770632e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -17706486.000000 Penalty: 5779.275391
	Iteration 16Q: 3 clusters Score -1.770649e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -17706652.000000 Penalty: 5779.275391
	Iteration 17Q: 3 clusters Score -1.770665e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -17706732.000000 Penalty: 5779.275391
	Iteration 18Q: 3 clusters Score -1.770673e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -17706816.000000 Penalty: 5779.275391
	Iteration 19Q: 3 clusters Score -1.770682e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112251 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17706858.000000 Penalty: 5779.275391
	Iteration 20F: 3 clusters Score -1.770686e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -17706892.000000 Penalty: 5779.275391
	Iteration 21Q: 3 clusters Score -1.770689e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -17706924.000000 Penalty: 5779.275391
	Iteration 22Q: 3 clusters Score -1.770692e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -17706894.000000 Penalty: 5779.275391
	Iteration 23Q: 3 clusters Score -1.770689e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -17706904.000000 Penalty: 5779.275391
	Iteration 24Q: 3 clusters Score -1.77069e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -17706926.000000 Penalty: 5779.275391
	Iteration 25Q: 3 clusters Score -1.770693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112800 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17706950.000000 Penalty: 5779.275391
	Iteration 26Q: 3 clusters Score -1.770695e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17706962.000000 Penalty: 5779.275391
	Iteration 27Q: 3 clusters Score -1.770696e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -17706982.000000 Penalty: 5779.275391
	Iteration 28Q: 3 clusters Score -1.770698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17706952.000000 Penalty: 5779.275391
	Iteration 29Q: 3 clusters Score -1.770695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112915 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17706950.000000 Penalty: 5779.275391
	Iteration 30Q: 3 clusters Score -1.770695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -17706928.000000 Penalty: 5779.275391
	Iteration 31Q: 3 clusters Score -1.770693e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -17706916.000000 Penalty: 5779.275391
	Iteration 32Q: 3 clusters Score -1.770692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17706908.000000 Penalty: 5779.275391
	Iteration 33Q: 3 clusters Score -1.770691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -17706914.000000 Penalty: 5779.275391
	Iteration 34Q: 3 clusters Score -1.770691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -17706922.000000 Penalty: 5779.275391
	Iteration 35Q: 3 clusters Score -1.770692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17706914.000000 Penalty: 5779.275391
	Iteration 36Q: 3 clusters Score -1.770691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17706912.000000 Penalty: 5779.275391
	Iteration 37Q: 3 clusters Score -1.770691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17706924.000000 Penalty: 5779.275391
	Iteration 38Q: 3 clusters Score -1.770692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -17706920.000000 Penalty: 5779.275391
	Iteration 39Q: 3 clusters Score -1.770692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113053 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -17706920.000000 Penalty: 5779.275391
	Iteration 40F: 3 clusters Score -1.770692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -17706928.000000 Penalty: 5779.275391
	Iteration 41Q: 3 clusters Score -1.770693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113060 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -17706930.000000 Penalty: 5779.275391
	Iteration 42Q: 3 clusters Score -1.770693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113064 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -17706934.000000 Penalty: 5779.275391
	Iteration 43Q: 3 clusters Score -1.770693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -17706948.000000 Penalty: 5779.275391
	Iteration 44Q: 3 clusters Score -1.770695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17706928.000000 Penalty: 5779.275391
	Iteration 45Q: 3 clusters Score -1.770693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -17706930.000000 Penalty: 5779.275391
	Iteration 46Q: 3 clusters Score -1.770693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113083 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -17706940.000000 Penalty: 5779.275391
	Iteration 47Q: 3 clusters Score -1.770694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17706936.000000 Penalty: 5779.275391
	Iteration 48Q: 3 clusters Score -1.770694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17706936.000000 Penalty: 5779.275391
	Iteration 49Q: 3 clusters Score -1.770694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17706936.000000 Penalty: 5779.275391
	Iteration 50F: 3 clusters Score -1.770694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -719914.687500 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -719914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -715534.000000 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -715534 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -716703.125000 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -716703.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -717025.500000 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -717025.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -717288.562500 Penalty: 4215.316406
	Iteration 3F: 3 clusters Score -717288.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -717501.187500 Penalty: 4215.316406
	Iteration 4F: 3 clusters Score -717501.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -717660.312500 Penalty: 4215.316406
	Iteration 5Q: 3 clusters Score -717660.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -717782.625000 Penalty: 4215.316406
	Iteration 6Q: 3 clusters Score -717782.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -717899.687500 Penalty: 4215.316406
	Iteration 7Q: 3 clusters Score -717899.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -717987.500000 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -717987.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -718036.312500 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -718036.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -718062.312500 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -718062.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -718078.187500 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -718078.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -718092.500000 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -718092.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -718101.062500 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -718101.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -718110.562500 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -718110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -718120.375000 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -718120.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -718129.562500 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -718129.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -718139.187500 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -718139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -718149.437500 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -718149.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -718156.687500 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -718156.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -718166.187500 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -718166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -718173.875000 Penalty: 4215.316406
	Iteration 21Q: 3 clusters Score -718173.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -718179.250000 Penalty: 4215.316406
	Iteration 22Q: 3 clusters Score -718179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -718184.312500 Penalty: 4215.316406
	Iteration 23Q: 3 clusters Score -718184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -718187.500000 Penalty: 4215.316406
	Iteration 24Q: 3 clusters Score -718187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -718189.562500 Penalty: 4215.316406
	Iteration 25Q: 3 clusters Score -718189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -718190.187500 Penalty: 4215.316406
	Iteration 26Q: 3 clusters Score -718190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -718192.375000 Penalty: 4215.316406
	Iteration 27Q: 3 clusters Score -718192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -718195.687500 Penalty: 4215.316406
	Iteration 28Q: 3 clusters Score -718195.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -718195.250000 Penalty: 4215.316406
	Iteration 29Q: 3 clusters Score -718195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -718199.500000 Penalty: 4215.316406
	Iteration 30Q: 3 clusters Score -718199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -718202.625000 Penalty: 4215.316406
	Iteration 31Q: 3 clusters Score -718202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -718204.187500 Penalty: 4215.316406
	Iteration 32Q: 3 clusters Score -718204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -718207.062500 Penalty: 4215.316406
	Iteration 33Q: 3 clusters Score -718207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -718208.312500 Penalty: 4215.316406
	Iteration 34Q: 3 clusters Score -718208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -718209.562500 Penalty: 4215.316406
	Iteration 35Q: 3 clusters Score -718209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -718209.875000 Penalty: 4215.316406
	Iteration 36Q: 3 clusters Score -718209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -718209.750000 Penalty: 4215.316406
	Iteration 37Q: 3 clusters Score -718209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -718212.187500 Penalty: 4215.316406
	Iteration 38Q: 3 clusters Score -718212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -718215.500000 Penalty: 4215.316406
	Iteration 39Q: 3 clusters Score -718215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -718218.500000 Penalty: 4215.316406
	Iteration 40F: 3 clusters Score -718218.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -718218.687500 Penalty: 4215.316406
	Iteration 41Q: 3 clusters Score -718218.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -718224.875000 Penalty: 4215.316406
	Iteration 42Q: 3 clusters Score -718224.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -718230.875000 Penalty: 4215.316406
	Iteration 43Q: 3 clusters Score -718230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -718235.687500 Penalty: 4215.316406
	Iteration 44Q: 3 clusters Score -718235.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -718239.937500 Penalty: 4215.316406
	Iteration 45Q: 3 clusters Score -718239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -718243.687500 Penalty: 4215.316406
	Iteration 46Q: 3 clusters Score -718243.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -718247.812500 Penalty: 4215.316406
	Iteration 47Q: 3 clusters Score -718247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -718250.062500 Penalty: 4215.316406
	Iteration 48Q: 3 clusters Score -718250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -718255.000000 Penalty: 4215.316406
	Iteration 49Q: 3 clusters Score -718255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -718259.062500 Penalty: 4215.316406
	Iteration 50Q: 3 clusters Score -718259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -718267.750000 Penalty: 4215.316406
	Iteration 51Q: 3 clusters Score -718267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -718276.437500 Penalty: 4215.316406
	Iteration 52Q: 3 clusters Score -718276.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -718288.125000 Penalty: 4215.316406
	Iteration 53Q: 3 clusters Score -718288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -718298.750000 Penalty: 4215.316406
	Iteration 54Q: 3 clusters Score -718298.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -718307.875000 Penalty: 4215.316406
	Iteration 55Q: 3 clusters Score -718307.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -718317.187500 Penalty: 4215.316406
	Iteration 56Q: 3 clusters Score -718317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -718329.187500 Penalty: 4215.316406
	Iteration 57Q: 3 clusters Score -718329.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -718344.375000 Penalty: 4215.316406
	Iteration 58Q: 3 clusters Score -718344.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -718358.062500 Penalty: 4215.316406
	Iteration 59Q: 3 clusters Score -718358.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -718382.687500 Penalty: 4215.316406
	Iteration 60F: 3 clusters Score -718382.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -718395.812500 Penalty: 4215.316406
	Iteration 61Q: 3 clusters Score -718395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -718402.437500 Penalty: 4215.316406
	Iteration 62Q: 3 clusters Score -718402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -718409.312500 Penalty: 4215.316406
	Iteration 63Q: 3 clusters Score -718409.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -718417.250000 Penalty: 4215.316406
	Iteration 64Q: 3 clusters Score -718417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -718422.687500 Penalty: 4215.316406
	Iteration 65Q: 3 clusters Score -718422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -718428.375000 Penalty: 4215.316406
	Iteration 66Q: 3 clusters Score -718428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -718432.062500 Penalty: 4215.316406
	Iteration 67Q: 3 clusters Score -718432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -718436.250000 Penalty: 4215.316406
	Iteration 68Q: 3 clusters Score -718436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -718440.250000 Penalty: 4215.316406
	Iteration 69Q: 3 clusters Score -718440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718442.625000 Penalty: 4215.316406
	Iteration 70Q: 3 clusters Score -718442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -718446.125000 Penalty: 4215.316406
	Iteration 71Q: 3 clusters Score -718446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718449.312500 Penalty: 4215.316406
	Iteration 72Q: 3 clusters Score -718449.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -718449.312500 Penalty: 4215.316406
	Iteration 73F: 3 clusters Score -718449.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -469778.843750 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -469778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -466164.000000 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -466164 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -467086.656250 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -467086.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467453.906250 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -467453.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -467774.781250 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -467774.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -468150.375000 Penalty: 4065.706055
	Iteration 4F: 3 clusters Score -468150.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -468538.875000 Penalty: 4065.706055
	Iteration 5F: 3 clusters Score -468538.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -468941.812500 Penalty: 4065.706055
	Iteration 6F: 3 clusters Score -468941.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -469221.031250 Penalty: 4065.706055
	Iteration 7F: 3 clusters Score -469221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -469361.593750 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -469361.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -469436.031250 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -469436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -469470.218750 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -469470.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -469487.531250 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -469487.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -469507.375000 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -469507.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -469517.843750 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -469517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -469522.468750 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -469522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -469524.875000 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -469524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -469527.500000 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -469527.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -469530.031250 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -469530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -469533.281250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -469533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -469534.062500 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -469534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -469533.718750 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -469533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Entering Unmasked Estep 
Score: -3008963.000000 Penalty: 2467.182861
	Iteration 0F: 2 clusters Score -3008963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2994314.500000 Penalty: 4934.365723
	Iteration 0F: 3 clusters Score -2994314 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2999424.000000 Penalty: 4934.365723
	Iteration 1F: 3 clusters Score -2999424 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3000241.000000 Penalty: 4934.365723
	Iteration 2F: 3 clusters Score -3000241 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3001160.250000 Penalty: 4934.365723
	Iteration 3F: 3 clusters Score -3001160 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -3002214.000000 Penalty: 4934.365723
	Iteration 4F: 3 clusters Score -3002214 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3003213.500000 Penalty: 4934.365723
	Iteration 5F: 3 clusters Score -3003214 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3003953.750000 Penalty: 4934.365723
	Iteration 6F: 3 clusters Score -3003954 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3004435.000000 Penalty: 4934.365723
	Iteration 7Q: 3 clusters Score -3004435 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3004726.000000 Penalty: 4934.365723
	Iteration 8Q: 3 clusters Score -3004726 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3004936.250000 Penalty: 4934.365723
	Iteration 9Q: 3 clusters Score -3004936 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3005109.750000 Penalty: 4934.365723
	Iteration 10Q: 3 clusters Score -3005110 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3005258.500000 Penalty: 4934.365723
	Iteration 11Q: 3 clusters Score -3005258 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3005381.000000 Penalty: 4934.365723
	Iteration 12Q: 3 clusters Score -3005381 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3005473.000000 Penalty: 4934.365723
	Iteration 13Q: 3 clusters Score -3005473 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3005547.750000 Penalty: 4934.365723
	Iteration 14Q: 3 clusters Score -3005548 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3005593.500000 Penalty: 4934.365723
	Iteration 15Q: 3 clusters Score -3005594 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3005637.750000 Penalty: 4934.365723
	Iteration 16Q: 3 clusters Score -3005638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3005682.500000 Penalty: 4934.365723
	Iteration 17Q: 3 clusters Score -3005682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3005730.000000 Penalty: 4934.365723
	Iteration 18Q: 3 clusters Score -3005730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3005750.250000 Penalty: 4934.365723
	Iteration 19Q: 3 clusters Score -3005750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3005787.250000 Penalty: 4934.365723
	Iteration 20F: 3 clusters Score -3005787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3005830.750000 Penalty: 4934.365723
	Iteration 21Q: 3 clusters Score -3005831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3005861.000000 Penalty: 4934.365723
	Iteration 22Q: 3 clusters Score -3005861 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3005897.000000 Penalty: 4934.365723
	Iteration 23Q: 3 clusters Score -3005897 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3005927.250000 Penalty: 4934.365723
	Iteration 24Q: 3 clusters Score -3005927 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3005950.500000 Penalty: 4934.365723
	Iteration 25Q: 3 clusters Score -3005950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3005987.000000 Penalty: 4934.365723
	Iteration 26Q: 3 clusters Score -3005987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3006006.000000 Penalty: 4934.365723
	Iteration 27Q: 3 clusters Score -3006006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3006046.000000 Penalty: 4934.365723
	Iteration 28Q: 3 clusters Score -3006046 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3006094.250000 Penalty: 4934.365723
	Iteration 29Q: 3 clusters Score -3006094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3006105.750000 Penalty: 4934.365723
	Iteration 30Q: 3 clusters Score -3006106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3006143.500000 Penalty: 4934.365723
	Iteration 31Q: 3 clusters Score -3006144 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3006186.750000 Penalty: 4934.365723
	Iteration 32Q: 3 clusters Score -3006187 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3006210.500000 Penalty: 4934.365723
	Iteration 33Q: 3 clusters Score -3006210 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3006262.500000 Penalty: 4934.365723
	Iteration 34Q: 3 clusters Score -3006262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3006317.000000 Penalty: 4934.365723
	Iteration 35Q: 3 clusters Score -3006317 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3006361.500000 Penalty: 4934.365723
	Iteration 36Q: 3 clusters Score -3006362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3006437.500000 Penalty: 4934.365723
	Iteration 37Q: 3 clusters Score -3006438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3006501.250000 Penalty: 4934.365723
	Iteration 38Q: 3 clusters Score -3006501 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3006545.750000 Penalty: 4934.365723
	Iteration 39Q: 3 clusters Score -3006546 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3006586.500000 Penalty: 4934.365723
	Iteration 40F: 3 clusters Score -3006586 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3006648.000000 Penalty: 4934.365723
	Iteration 41Q: 3 clusters Score -3006648 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3006686.750000 Penalty: 4934.365723
	Iteration 42Q: 3 clusters Score -3006687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3006710.750000 Penalty: 4934.365723
	Iteration 43Q: 3 clusters Score -3006711 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3006752.000000 Penalty: 4934.365723
	Iteration 44Q: 3 clusters Score -3006752 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3006797.000000 Penalty: 4934.365723
	Iteration 45Q: 3 clusters Score -3006797 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3006824.750000 Penalty: 4934.365723
	Iteration 46Q: 3 clusters Score -3006825 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3006837.250000 Penalty: 4934.365723
	Iteration 47Q: 3 clusters Score -3006837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3006875.000000 Penalty: 4934.365723
	Iteration 48Q: 3 clusters Score -3006875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3006922.250000 Penalty: 4934.365723
	Iteration 49Q: 3 clusters Score -3006922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3006964.250000 Penalty: 4934.365723
	Iteration 50Q: 3 clusters Score -3006964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3007008.000000 Penalty: 4934.365723
	Iteration 51Q: 3 clusters Score -3007008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3007075.500000 Penalty: 4934.365723
	Iteration 52Q: 3 clusters Score -3007076 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3007168.000000 Penalty: 4934.365723
	Iteration 53Q: 3 clusters Score -3007168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3007224.750000 Penalty: 4934.365723
	Iteration 54Q: 3 clusters Score -3007225 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3007278.500000 Penalty: 4934.365723
	Iteration 55Q: 3 clusters Score -3007278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3007334.000000 Penalty: 4934.365723
	Iteration 56Q: 3 clusters Score -3007334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3007405.500000 Penalty: 4934.365723
	Iteration 57Q: 3 clusters Score -3007406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3007461.000000 Penalty: 4934.365723
	Iteration 58Q: 3 clusters Score -3007461 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3007514.750000 Penalty: 4934.365723
	Iteration 59Q: 3 clusters Score -3007515 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3007587.500000 Penalty: 4934.365723
	Iteration 60F: 3 clusters Score -3007588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3007659.750000 Penalty: 4934.365723
	Iteration 61Q: 3 clusters Score -3007660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3007737.750000 Penalty: 4934.365723
	Iteration 62Q: 3 clusters Score -3007738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3007804.000000 Penalty: 4934.365723
	Iteration 63Q: 3 clusters Score -3007804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3007858.750000 Penalty: 4934.365723
	Iteration 64Q: 3 clusters Score -3007859 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3007901.000000 Penalty: 4934.365723
	Iteration 65Q: 3 clusters Score -3007901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3007946.250000 Penalty: 4934.365723
	Iteration 66Q: 3 clusters Score -3007946 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3007992.750000 Penalty: 4934.365723
	Iteration 67Q: 3 clusters Score -3007993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3008057.000000 Penalty: 4934.365723
	Iteration 68Q: 3 clusters Score -3008057 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3008086.750000 Penalty: 4934.365723
	Iteration 69Q: 3 clusters Score -3008087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3008117.250000 Penalty: 4934.365723
	Iteration 70Q: 3 clusters Score -3008117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3008157.000000 Penalty: 4934.365723
	Iteration 71Q: 3 clusters Score -3008157 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3008187.250000 Penalty: 4934.365723
	Iteration 72Q: 3 clusters Score -3008187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3008204.500000 Penalty: 4934.365723
	Iteration 73Q: 3 clusters Score -3008204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3008222.000000 Penalty: 4934.365723
	Iteration 74Q: 3 clusters Score -3008222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3008232.000000 Penalty: 4934.365723
	Iteration 75Q: 3 clusters Score -3008232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3008237.250000 Penalty: 4934.365723
	Iteration 76Q: 3 clusters Score -3008237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3008246.500000 Penalty: 4934.365723
	Iteration 77Q: 3 clusters Score -3008246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3008252.750000 Penalty: 4934.365723
	Iteration 78Q: 3 clusters Score -3008253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3008259.500000 Penalty: 4934.365723
	Iteration 79Q: 3 clusters Score -3008260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3008264.250000 Penalty: 4934.365723
	Iteration 80F: 3 clusters Score -3008264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3008262.250000 Penalty: 4934.365723
	Iteration 81Q: 3 clusters Score -3008262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3008267.000000 Penalty: 4934.365723
	Iteration 82Q: 3 clusters Score -3008267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3008267.250000 Penalty: 4934.365723
	Iteration 83Q: 3 clusters Score -3008267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3008270.000000 Penalty: 4934.365723
	Iteration 84Q: 3 clusters Score -3008270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3008260.750000 Penalty: 4934.365723
	Iteration 85Q: 3 clusters Score -3008261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3008263.500000 Penalty: 4934.365723
	Iteration 86Q: 3 clusters Score -3008264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3008263.000000 Penalty: 4934.365723
	Iteration 87Q: 3 clusters Score -3008263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3008264.250000 Penalty: 4934.365723
	Iteration 88Q: 3 clusters Score -3008264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3008264.500000 Penalty: 4934.365723
	Iteration 89Q: 3 clusters Score -3008264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3008265.000000 Penalty: 4934.365723
	Iteration 90Q: 3 clusters Score -3008265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3008267.000000 Penalty: 4934.365723
	Iteration 91Q: 3 clusters Score -3008267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3008269.000000 Penalty: 4934.365723
	Iteration 92Q: 3 clusters Score -3008269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3008266.000000 Penalty: 4934.365723
	Iteration 93Q: 3 clusters Score -3008266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3008262.250000 Penalty: 4934.365723
	Iteration 94Q: 3 clusters Score -3008262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3008262.250000 Penalty: 4934.365723
	Iteration 95F: 3 clusters Score -3008262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -298600.250000 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -298600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296025.593750 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -296025.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -296451.812500 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -296451.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296553.531250 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -296553.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -296610.625000 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -296610.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -296652.312500 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -296652.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -296686.218750 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -296686.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296716.718750 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -296716.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296732.875000 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -296732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296741.937500 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -296741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -296745.687500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -296745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -296751.000000 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -296751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -296757.750000 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -296757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -296760.812500 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -296760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -296763.156250 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -296763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -296765.218750 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -296765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296766.875000 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -296766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296766.875000 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -296766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -296766.875000 Penalty: 3756.216553
	Iteration 17F: 3 clusters Score -296766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -186739.500000 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -186739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184605.875000 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -184605.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -184992.531250 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -184992.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185128.656250 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -185128.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185181.250000 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -185181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185211.937500 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -185211.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185231.984375 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -185232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -185245.953125 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -185246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185257.750000 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -185257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -185268.000000 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -185268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -185276.156250 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -185276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -185280.468750 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -185280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185288.421875 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -185288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -185292.296875 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -185292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -185292.953125 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -185293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -185292.953125 Penalty: 3559.422363
	Iteration 14F: 3 clusters Score -185293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Entering Unmasked Estep 
Score: -5310973.000000 Penalty: 2596.769287
	Iteration 0F: 2 clusters Score -5310973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5286918.500000 Penalty: 5193.538574
	Iteration 0F: 3 clusters Score -5286918 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5295770.000000 Penalty: 5193.538574
	Iteration 1F: 3 clusters Score -5295770 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5296323.500000 Penalty: 5193.538574
	Iteration 2Q: 3 clusters Score -5296324 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5296889.000000 Penalty: 5193.538574
	Iteration 3Q: 3 clusters Score -5296889 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5297606.000000 Penalty: 5193.538574
	Iteration 4Q: 3 clusters Score -5297606 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5298377.000000 Penalty: 5193.538574
	Iteration 5Q: 3 clusters Score -5298377 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5299262.500000 Penalty: 5193.538574
	Iteration 6F: 3 clusters Score -5299262 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -5300186.000000 Penalty: 5193.538574
	Iteration 7F: 3 clusters Score -5300186 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5301229.500000 Penalty: 5193.538574
	Iteration 8F: 3 clusters Score -5301230 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5302320.500000 Penalty: 5193.538574
	Iteration 9F: 3 clusters Score -5302320 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -5303456.000000 Penalty: 5193.538574
	Iteration 10F: 3 clusters Score -5303456 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5304602.500000 Penalty: 5193.538574
	Iteration 11Q: 3 clusters Score -5304602 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5305759.000000 Penalty: 5193.538574
	Iteration 12Q: 3 clusters Score -5305759 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5306833.500000 Penalty: 5193.538574
	Iteration 13Q: 3 clusters Score -5306834 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -5308058.000000 Penalty: 5193.538574
	Iteration 14Q: 3 clusters Score -5308058 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5309300.000000 Penalty: 5193.538574
	Iteration 15Q: 3 clusters Score -5309300 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5309705.500000 Penalty: 5193.538574
	Iteration 16Q: 3 clusters Score -5309706 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5309896.000000 Penalty: 5193.538574
	Iteration 17Q: 3 clusters Score -5309896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5309999.500000 Penalty: 5193.538574
	Iteration 18Q: 3 clusters Score -5310000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -5310069.000000 Penalty: 5193.538574
	Iteration 19Q: 3 clusters Score -5310069 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -5310109.000000 Penalty: 5193.538574
	Iteration 20F: 3 clusters Score -5310109 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -5310126.500000 Penalty: 5193.538574
	Iteration 21Q: 3 clusters Score -5310126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5310142.000000 Penalty: 5193.538574
	Iteration 22Q: 3 clusters Score -5310142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5310168.500000 Penalty: 5193.538574
	Iteration 23Q: 3 clusters Score -5310168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -5310185.000000 Penalty: 5193.538574
	Iteration 24Q: 3 clusters Score -5310185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5310199.500000 Penalty: 5193.538574
	Iteration 25Q: 3 clusters Score -5310200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5310220.000000 Penalty: 5193.538574
	Iteration 26Q: 3 clusters Score -5310220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5310240.000000 Penalty: 5193.538574
	Iteration 27Q: 3 clusters Score -5310240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -5310240.500000 Penalty: 5193.538574
	Iteration 28Q: 3 clusters Score -5310240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -5310248.000000 Penalty: 5193.538574
	Iteration 29Q: 3 clusters Score -5310248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5310247.500000 Penalty: 5193.538574
	Iteration 30Q: 3 clusters Score -5310248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5310248.500000 Penalty: 5193.538574
	Iteration 31Q: 3 clusters Score -5310248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5310246.500000 Penalty: 5193.538574
	Iteration 32Q: 3 clusters Score -5310246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5310243.000000 Penalty: 5193.538574
	Iteration 33Q: 3 clusters Score -5310243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5310243.000000 Penalty: 5193.538574
	Iteration 34F: 3 clusters Score -5310243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -2768912.750000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -2768913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2756054.500000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -2756054 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2760310.000000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -2760310 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2760698.500000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -2760698 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2761015.250000 Penalty: 4862.372559
	Iteration 3Q: 3 clusters Score -2761015 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2761315.250000 Penalty: 4862.372559
	Iteration 4Q: 3 clusters Score -2761315 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2761627.000000 Penalty: 4862.372559
	Iteration 5Q: 3 clusters Score -2761627 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2761941.250000 Penalty: 4862.372559
	Iteration 6Q: 3 clusters Score -2761941 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2762276.500000 Penalty: 4862.372559
	Iteration 7Q: 3 clusters Score -2762276 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2762634.000000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -2762634 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2762956.750000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -2762957 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2763269.250000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -2763269 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2763544.750000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -2763545 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2763774.750000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -2763775 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2763947.250000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -2763947 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2764104.000000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -2764104 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2764253.000000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -2764253 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2764420.500000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -2764420 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2764610.250000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -2764610 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2764835.750000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -2764836 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2765091.750000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -2765092 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2765349.750000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -2765350 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2765600.500000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -2765600 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2765857.750000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -2765858 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2766052.500000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -2766052 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2766212.000000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -2766212 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2766341.250000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -2766341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2766447.750000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -2766448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2766534.500000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -2766534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2766585.250000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -2766585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2766629.500000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -2766630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2766657.750000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -2766658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2766684.750000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -2766685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2766700.250000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -2766700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2766712.250000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -2766712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2766728.000000 Penalty: 4862.372559
	Iteration 34Q: 3 clusters Score -2766728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2766735.750000 Penalty: 4862.372559
	Iteration 35Q: 3 clusters Score -2766736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2766743.000000 Penalty: 4862.372559
	Iteration 36Q: 3 clusters Score -2766743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2766748.250000 Penalty: 4862.372559
	Iteration 37Q: 3 clusters Score -2766748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2766751.250000 Penalty: 4862.372559
	Iteration 38Q: 3 clusters Score -2766751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2766754.000000 Penalty: 4862.372559
	Iteration 39Q: 3 clusters Score -2766754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2766762.000000 Penalty: 4862.372559
	Iteration 40F: 3 clusters Score -2766762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2766764.000000 Penalty: 4862.372559
	Iteration 41Q: 3 clusters Score -2766764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2766766.000000 Penalty: 4862.372559
	Iteration 42Q: 3 clusters Score -2766766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2766769.500000 Penalty: 4862.372559
	Iteration 43Q: 3 clusters Score -2766770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2766769.500000 Penalty: 4862.372559
	Iteration 44F: 3 clusters Score -2766770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -505302.812500 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -505302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -501778.312500 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -501778.3 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -502505.218750 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -502505.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502667.500000 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -502667.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -502791.031250 Penalty: 4026.334961
	Iteration 3F: 3 clusters Score -502791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -502893.250000 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -502893.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -502981.156250 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -502981.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -503054.156250 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -503054.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -503118.906250 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -503118.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -503180.125000 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -503180.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -503231.937500 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -503231.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -503267.906250 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -503267.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -503298.875000 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -503298.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -503329.156250 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -503329.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -503352.812500 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -503352.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -503382.093750 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -503382.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -503407.906250 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -503407.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -503430.250000 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -503430.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -503453.156250 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -503453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -503474.281250 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -503474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -503492.437500 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -503492.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -503508.218750 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -503508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -503521.625000 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -503521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -503533.468750 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -503533.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -503549.906250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -503549.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -503561.625000 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -503561.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -503570.125000 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -503570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -503575.687500 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -503575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -503578.812500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -503578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -503580.937500 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -503580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -503583.468750 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -503583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -503586.031250 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -503586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -503588.187500 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -503588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -503590.906250 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -503590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -503594.625000 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -503594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -503596.875000 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -503596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -503598.531250 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -503598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -503603.343750 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -503603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -503610.250000 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -503610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -503616.468750 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -503616.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -503620.593750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -503620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -503624.000000 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -503624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -503627.093750 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -503627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -503630.781250 Penalty: 4026.334961
	Iteration 42Q: 3 clusters Score -503630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -503636.031250 Penalty: 4026.334961
	Iteration 43Q: 3 clusters Score -503636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -503639.875000 Penalty: 4026.334961
	Iteration 44Q: 3 clusters Score -503639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -503646.843750 Penalty: 4026.334961
	Iteration 45Q: 3 clusters Score -503646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -503655.843750 Penalty: 4026.334961
	Iteration 46Q: 3 clusters Score -503655.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -503667.843750 Penalty: 4026.334961
	Iteration 47Q: 3 clusters Score -503667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -503675.406250 Penalty: 4026.334961
	Iteration 48Q: 3 clusters Score -503675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -503680.593750 Penalty: 4026.334961
	Iteration 49Q: 3 clusters Score -503680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -503681.156250 Penalty: 4026.334961
	Iteration 50Q: 3 clusters Score -503681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -503682.312500 Penalty: 4026.334961
	Iteration 51Q: 3 clusters Score -503682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -503682.656250 Penalty: 4026.334961
	Iteration 52Q: 3 clusters Score -503682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -503682.656250 Penalty: 4026.334961
	Iteration 53F: 3 clusters Score -503682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -532200.500000 Penalty: 2049.945068
	Iteration 0F: 2 clusters Score -532200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -528426.000000 Penalty: 4099.890137
	Iteration 0F: 3 clusters Score -528426 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -529462.062500 Penalty: 4099.890137
	Iteration 1F: 3 clusters Score -529462.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -529862.125000 Penalty: 4099.890137
	Iteration 2F: 3 clusters Score -529862.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -530201.000000 Penalty: 4099.890137
	Iteration 3F: 3 clusters Score -530201 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -530500.500000 Penalty: 4099.890137
	Iteration 4F: 3 clusters Score -530500.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -530733.250000 Penalty: 4099.890137
	Iteration 5F: 3 clusters Score -530733.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -530892.562500 Penalty: 4099.890137
	Iteration 6Q: 3 clusters Score -530892.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -530995.687500 Penalty: 4099.890137
	Iteration 7Q: 3 clusters Score -530995.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -531074.937500 Penalty: 4099.890137
	Iteration 8Q: 3 clusters Score -531074.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -531139.125000 Penalty: 4099.890137
	Iteration 9Q: 3 clusters Score -531139.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -531188.750000 Penalty: 4099.890137
	Iteration 10Q: 3 clusters Score -531188.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -531225.687500 Penalty: 4099.890137
	Iteration 11Q: 3 clusters Score -531225.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -531257.375000 Penalty: 4099.890137
	Iteration 12Q: 3 clusters Score -531257.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -531286.625000 Penalty: 4099.890137
	Iteration 13Q: 3 clusters Score -531286.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -531307.000000 Penalty: 4099.890137
	Iteration 14Q: 3 clusters Score -531307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -531325.187500 Penalty: 4099.890137
	Iteration 15Q: 3 clusters Score -531325.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -531342.500000 Penalty: 4099.890137
	Iteration 16Q: 3 clusters Score -531342.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -531355.250000 Penalty: 4099.890137
	Iteration 17Q: 3 clusters Score -531355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -531366.125000 Penalty: 4099.890137
	Iteration 18Q: 3 clusters Score -531366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -531371.500000 Penalty: 4099.890137
	Iteration 19Q: 3 clusters Score -531371.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -531379.000000 Penalty: 4099.890137
	Iteration 20F: 3 clusters Score -531379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -531386.937500 Penalty: 4099.890137
	Iteration 21Q: 3 clusters Score -531386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -531394.312500 Penalty: 4099.890137
	Iteration 22Q: 3 clusters Score -531394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -531397.250000 Penalty: 4099.890137
	Iteration 23Q: 3 clusters Score -531397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -531397.312500 Penalty: 4099.890137
	Iteration 24Q: 3 clusters Score -531397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -531399.500000 Penalty: 4099.890137
	Iteration 25Q: 3 clusters Score -531399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -531400.437500 Penalty: 4099.890137
	Iteration 26Q: 3 clusters Score -531400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -531401.250000 Penalty: 4099.890137
	Iteration 27Q: 3 clusters Score -531401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -531401.250000 Penalty: 4099.890137
	Iteration 28F: 3 clusters Score -531401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Entering Unmasked Estep 
Score: -6273287.500000 Penalty: 2632.858154
	Iteration 0F: 2 clusters Score -6273288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -6245540.500000 Penalty: 5265.716309
	Iteration 0F: 3 clusters Score -6245540 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6255846.500000 Penalty: 5265.716309
	Iteration 1F: 3 clusters Score -6255846 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -6256478.500000 Penalty: 5265.716309
	Iteration 2Q: 3 clusters Score -6256478 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6257339.500000 Penalty: 5265.716309
	Iteration 3Q: 3 clusters Score -6257340 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -6258644.000000 Penalty: 5265.716309
	Iteration 4F: 3 clusters Score -6258644 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6260616.500000 Penalty: 5265.716309
	Iteration 5F: 3 clusters Score -6260616 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6263184.500000 Penalty: 5265.716309
	Iteration 6F: 3 clusters Score -6263184 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -6265831.000000 Penalty: 5265.716309
	Iteration 7F: 3 clusters Score -6265831 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6267925.000000 Penalty: 5265.716309
	Iteration 8F: 3 clusters Score -6267925 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6269388.000000 Penalty: 5265.716309
	Iteration 9Q: 3 clusters Score -6269388 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6270144.000000 Penalty: 5265.716309
	Iteration 10Q: 3 clusters Score -6270144 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6270558.500000 Penalty: 5265.716309
	Iteration 11Q: 3 clusters Score -6270558 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6270771.000000 Penalty: 5265.716309
	Iteration 12Q: 3 clusters Score -6270771 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6270900.000000 Penalty: 5265.716309
	Iteration 13Q: 3 clusters Score -6270900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6270959.500000 Penalty: 5265.716309
	Iteration 14Q: 3 clusters Score -6270960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6271007.000000 Penalty: 5265.716309
	Iteration 15Q: 3 clusters Score -6271007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6271038.000000 Penalty: 5265.716309
	Iteration 16Q: 3 clusters Score -6271038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6271056.500000 Penalty: 5265.716309
	Iteration 17Q: 3 clusters Score -6271056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6271091.500000 Penalty: 5265.716309
	Iteration 18Q: 3 clusters Score -6271092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6271118.500000 Penalty: 5265.716309
	Iteration 19Q: 3 clusters Score -6271118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6271119.000000 Penalty: 5265.716309
	Iteration 20F: 3 clusters Score -6271119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6271129.000000 Penalty: 5265.716309
	Iteration 21Q: 3 clusters Score -6271129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6271148.500000 Penalty: 5265.716309
	Iteration 22Q: 3 clusters Score -6271148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6271156.500000 Penalty: 5265.716309
	Iteration 23Q: 3 clusters Score -6271156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6271154.000000 Penalty: 5265.716309
	Iteration 24Q: 3 clusters Score -6271154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6271165.000000 Penalty: 5265.716309
	Iteration 25Q: 3 clusters Score -6271165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6271166.500000 Penalty: 5265.716309
	Iteration 26Q: 3 clusters Score -6271166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6271171.000000 Penalty: 5265.716309
	Iteration 27Q: 3 clusters Score -6271171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6271166.500000 Penalty: 5265.716309
	Iteration 28Q: 3 clusters Score -6271166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6271167.000000 Penalty: 5265.716309
	Iteration 29Q: 3 clusters Score -6271167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6271169.000000 Penalty: 5265.716309
	Iteration 30Q: 3 clusters Score -6271169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6271165.500000 Penalty: 5265.716309
	Iteration 31Q: 3 clusters Score -6271166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6271163.500000 Penalty: 5265.716309
	Iteration 32Q: 3 clusters Score -6271164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6271158.000000 Penalty: 5265.716309
	Iteration 33Q: 3 clusters Score -6271158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6271159.000000 Penalty: 5265.716309
	Iteration 34Q: 3 clusters Score -6271159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6271165.000000 Penalty: 5265.716309
	Iteration 35Q: 3 clusters Score -6271165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6271169.000000 Penalty: 5265.716309
	Iteration 36Q: 3 clusters Score -6271169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6271170.000000 Penalty: 5265.716309
	Iteration 37Q: 3 clusters Score -6271170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6271167.000000 Penalty: 5265.716309
	Iteration 38Q: 3 clusters Score -6271167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6271170.500000 Penalty: 5265.716309
	Iteration 39Q: 3 clusters Score -6271170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6271168.000000 Penalty: 5265.716309
	Iteration 40F: 3 clusters Score -6271168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6271174.000000 Penalty: 5265.716309
	Iteration 41Q: 3 clusters Score -6271174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6271168.500000 Penalty: 5265.716309
	Iteration 42Q: 3 clusters Score -6271168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6271181.500000 Penalty: 5265.716309
	Iteration 43Q: 3 clusters Score -6271182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6271179.000000 Penalty: 5265.716309
	Iteration 44Q: 3 clusters Score -6271179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6271184.500000 Penalty: 5265.716309
	Iteration 45Q: 3 clusters Score -6271184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6271181.500000 Penalty: 5265.716309
	Iteration 46Q: 3 clusters Score -6271182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6271183.500000 Penalty: 5265.716309
	Iteration 47Q: 3 clusters Score -6271184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6271181.500000 Penalty: 5265.716309
	Iteration 48Q: 3 clusters Score -6271182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6271185.500000 Penalty: 5265.716309
	Iteration 49Q: 3 clusters Score -6271186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6271182.000000 Penalty: 5265.716309
	Iteration 50Q: 3 clusters Score -6271182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6271194.500000 Penalty: 5265.716309
	Iteration 51Q: 3 clusters Score -6271194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6271197.000000 Penalty: 5265.716309
	Iteration 52Q: 3 clusters Score -6271197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6271212.500000 Penalty: 5265.716309
	Iteration 53Q: 3 clusters Score -6271212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6271212.500000 Penalty: 5265.716309
	Iteration 54Q: 3 clusters Score -6271212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6271218.000000 Penalty: 5265.716309
	Iteration 55Q: 3 clusters Score -6271218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6271219.500000 Penalty: 5265.716309
	Iteration 56Q: 3 clusters Score -6271220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6271214.000000 Penalty: 5265.716309
	Iteration 57Q: 3 clusters Score -6271214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6271215.000000 Penalty: 5265.716309
	Iteration 58Q: 3 clusters Score -6271215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6271208.500000 Penalty: 5265.716309
	Iteration 59Q: 3 clusters Score -6271208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6271213.000000 Penalty: 5265.716309
	Iteration 60F: 3 clusters Score -6271213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6271207.000000 Penalty: 5265.716309
	Iteration 61Q: 3 clusters Score -6271207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6271211.500000 Penalty: 5265.716309
	Iteration 62Q: 3 clusters Score -6271212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6271211.500000 Penalty: 5265.716309
	Iteration 63F: 3 clusters Score -6271212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Entering Unmasked Estep 
Score: -17319114.000000 Penalty: 2884.322998
	Iteration 0F: 2 clusters Score -1.731911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -17247220.000000 Penalty: 5768.645996
	Iteration 0F: 3 clusters Score -1.724722e+07 nChanged 53405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -17278680.000000 Penalty: 5768.645996
	Iteration 1F: 3 clusters Score -1.727868e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -17280250.000000 Penalty: 5768.645996
	Iteration 2Q: 3 clusters Score -1.728025e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -17282502.000000 Penalty: 5768.645996
	Iteration 3Q: 3 clusters Score -1.72825e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -17285654.000000 Penalty: 5768.645996
	Iteration 4F: 3 clusters Score -1.728565e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -17289800.000000 Penalty: 5768.645996
	Iteration 5F: 3 clusters Score -1.72898e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -17294870.000000 Penalty: 5768.645996
	Iteration 6F: 3 clusters Score -1.729487e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -17300110.000000 Penalty: 5768.645996
	Iteration 7F: 3 clusters Score -1.730011e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -17303998.000000 Penalty: 5768.645996
	Iteration 8F: 3 clusters Score -1.7304e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -17306130.000000 Penalty: 5768.645996
	Iteration 9Q: 3 clusters Score -1.730613e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -17306954.000000 Penalty: 5768.645996
	Iteration 10Q: 3 clusters Score -1.730695e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -17307286.000000 Penalty: 5768.645996
	Iteration 11Q: 3 clusters Score -1.730729e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -17307562.000000 Penalty: 5768.645996
	Iteration 12Q: 3 clusters Score -1.730756e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -17307700.000000 Penalty: 5768.645996
	Iteration 13Q: 3 clusters Score -1.73077e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -17307876.000000 Penalty: 5768.645996
	Iteration 14Q: 3 clusters Score -1.730788e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -17308044.000000 Penalty: 5768.645996
	Iteration 15Q: 3 clusters Score -1.730804e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -17308128.000000 Penalty: 5768.645996
	Iteration 16Q: 3 clusters Score -1.730813e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -17308294.000000 Penalty: 5768.645996
	Iteration 17Q: 3 clusters Score -1.730829e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -17308372.000000 Penalty: 5768.645996
	Iteration 18Q: 3 clusters Score -1.730837e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -17308408.000000 Penalty: 5768.645996
	Iteration 19Q: 3 clusters Score -1.730841e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -17308500.000000 Penalty: 5768.645996
	Iteration 20F: 3 clusters Score -1.73085e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -17308656.000000 Penalty: 5768.645996
	Iteration 21Q: 3 clusters Score -1.730866e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -17308778.000000 Penalty: 5768.645996
	Iteration 22Q: 3 clusters Score -1.730878e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -17308826.000000 Penalty: 5768.645996
	Iteration 23Q: 3 clusters Score -1.730883e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -17308894.000000 Penalty: 5768.645996
	Iteration 24Q: 3 clusters Score -1.730889e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -17308996.000000 Penalty: 5768.645996
	Iteration 25Q: 3 clusters Score -1.7309e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -17309048.000000 Penalty: 5768.645996
	Iteration 26Q: 3 clusters Score -1.730905e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -17309204.000000 Penalty: 5768.645996
	Iteration 27Q: 3 clusters Score -1.73092e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -17309374.000000 Penalty: 5768.645996
	Iteration 28Q: 3 clusters Score -1.730937e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -17309526.000000 Penalty: 5768.645996
	Iteration 29Q: 3 clusters Score -1.730953e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -17309660.000000 Penalty: 5768.645996
	Iteration 30Q: 3 clusters Score -1.730966e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -17309752.000000 Penalty: 5768.645996
	Iteration 31Q: 3 clusters Score -1.730975e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -17309924.000000 Penalty: 5768.645996
	Iteration 32Q: 3 clusters Score -1.730992e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -17310038.000000 Penalty: 5768.645996
	Iteration 33Q: 3 clusters Score -1.731004e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -17310136.000000 Penalty: 5768.645996
	Iteration 34Q: 3 clusters Score -1.731014e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -17310344.000000 Penalty: 5768.645996
	Iteration 35Q: 3 clusters Score -1.731034e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -17310524.000000 Penalty: 5768.645996
	Iteration 36Q: 3 clusters Score -1.731052e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -17310682.000000 Penalty: 5768.645996
	Iteration 37Q: 3 clusters Score -1.731068e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -17310748.000000 Penalty: 5768.645996
	Iteration 38Q: 3 clusters Score -1.731075e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -17310910.000000 Penalty: 5768.645996
	Iteration 39Q: 3 clusters Score -1.731091e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -17310936.000000 Penalty: 5768.645996
	Iteration 40F: 3 clusters Score -1.731094e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -17310962.000000 Penalty: 5768.645996
	Iteration 41Q: 3 clusters Score -1.731096e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -17311084.000000 Penalty: 5768.645996
	Iteration 42Q: 3 clusters Score -1.731108e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -17311168.000000 Penalty: 5768.645996
	Iteration 43Q: 3 clusters Score -1.731117e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -17311168.000000 Penalty: 5768.645996
	Iteration 44Q: 3 clusters Score -1.731117e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -17311202.000000 Penalty: 5768.645996
	Iteration 45Q: 3 clusters Score -1.73112e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -17311218.000000 Penalty: 5768.645996
	Iteration 46Q: 3 clusters Score -1.731122e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -17311258.000000 Penalty: 5768.645996
	Iteration 47Q: 3 clusters Score -1.731126e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -17311242.000000 Penalty: 5768.645996
	Iteration 48Q: 3 clusters Score -1.731124e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -17311236.000000 Penalty: 5768.645996
	Iteration 49Q: 3 clusters Score -1.731124e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -17311276.000000 Penalty: 5768.645996
	Iteration 50Q: 3 clusters Score -1.731128e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -17311248.000000 Penalty: 5768.645996
	Iteration 51Q: 3 clusters Score -1.731125e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -17311274.000000 Penalty: 5768.645996
	Iteration 52Q: 3 clusters Score -1.731127e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -17311300.000000 Penalty: 5768.645996
	Iteration 53Q: 3 clusters Score -1.73113e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -17311288.000000 Penalty: 5768.645996
	Iteration 54Q: 3 clusters Score -1.731129e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -17311296.000000 Penalty: 5768.645996
	Iteration 55Q: 3 clusters Score -1.73113e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -17311336.000000 Penalty: 5768.645996
	Iteration 56Q: 3 clusters Score -1.731134e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -17311330.000000 Penalty: 5768.645996
	Iteration 57Q: 3 clusters Score -1.731133e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -17311358.000000 Penalty: 5768.645996
	Iteration 58Q: 3 clusters Score -1.731136e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -17311376.000000 Penalty: 5768.645996
	Iteration 59Q: 3 clusters Score -1.731138e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -17311338.000000 Penalty: 5768.645996
	Iteration 60F: 3 clusters Score -1.731134e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -17311328.000000 Penalty: 5768.645996
	Iteration 61Q: 3 clusters Score -1.731133e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -17311332.000000 Penalty: 5768.645996
	Iteration 62Q: 3 clusters Score -1.731133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -17311330.000000 Penalty: 5768.645996
	Iteration 63Q: 3 clusters Score -1.731133e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -17311312.000000 Penalty: 5768.645996
	Iteration 64Q: 3 clusters Score -1.731131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -17311276.000000 Penalty: 5768.645996
	Iteration 65Q: 3 clusters Score -1.731128e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -17311266.000000 Penalty: 5768.645996
	Iteration 66Q: 3 clusters Score -1.731127e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -17311278.000000 Penalty: 5768.645996
	Iteration 67Q: 3 clusters Score -1.731128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -17311270.000000 Penalty: 5768.645996
	Iteration 68Q: 3 clusters Score -1.731127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -17311286.000000 Penalty: 5768.645996
	Iteration 69Q: 3 clusters Score -1.731129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -17311294.000000 Penalty: 5768.645996
	Iteration 70Q: 3 clusters Score -1.731129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -17311298.000000 Penalty: 5768.645996
	Iteration 71Q: 3 clusters Score -1.73113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -17311298.000000 Penalty: 5768.645996
	Iteration 72Q: 3 clusters Score -1.73113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -17311304.000000 Penalty: 5768.645996
	Iteration 73Q: 3 clusters Score -1.73113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -17311306.000000 Penalty: 5768.645996
	Iteration 74Q: 3 clusters Score -1.731131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -17311306.000000 Penalty: 5768.645996
	Iteration 75Q: 3 clusters Score -1.731131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -17311298.000000 Penalty: 5768.645996
	Iteration 76Q: 3 clusters Score -1.73113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -17311304.000000 Penalty: 5768.645996
	Iteration 77Q: 3 clusters Score -1.73113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -17311304.000000 Penalty: 5768.645996
	Iteration 78F: 3 clusters Score -1.73113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -234881.468750 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -234881.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -232447.468750 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -232447.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232864.046875 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -232864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232970.140625 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -232970.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233039.718750 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -233039.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233087.437500 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -233087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233119.921875 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -233119.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233146.046875 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -233146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233173.937500 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -233173.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -233201.968750 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -233202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -233225.906250 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -233225.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -233238.109375 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -233238.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233246.281250 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -233246.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -233264.250000 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -233264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233276.875000 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -233276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -233289.046875 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -233289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -233303.609375 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -233303.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -233313.718750 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -233313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -233322.046875 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -233322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233329.281250 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -233329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233339.828125 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -233339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233350.750000 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -233350.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -233365.921875 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -233365.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233377.703125 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -233377.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233389.375000 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -233389.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -233407.015625 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -233407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -233423.265625 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -233423.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -233442.625000 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -233442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -233454.562500 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -233454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -233463.828125 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -233463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -233470.656250 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -233470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -233473.296875 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -233473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -233475.843750 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -233475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -233479.765625 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -233479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -233484.390625 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -233484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233489.609375 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -233489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -233492.890625 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -233492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -233494.265625 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -233494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233495.562500 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -233495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -233497.125000 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -233497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -233498.828125 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -233498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -233499.500000 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -233499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -233500.640625 Penalty: 3716.961426
	Iteration 41Q: 3 clusters Score -233500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233501.234375 Penalty: 3716.961426
	Iteration 42Q: 3 clusters Score -233501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233501.234375 Penalty: 3716.961426
	Iteration 43F: 3 clusters Score -233501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -22647.718750 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -22647.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21590.484375 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -21590.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21652.935547 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -21652.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21662.757812 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -21662.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21670.224609 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -21670.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21670.224609 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -21670.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67272.640625 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67272.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65810.218750 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -65810.22 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66011.289062 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -66011.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66059.195312 Penalty: 3094.208984
	Iteration 2Q: 3 clusters Score -66059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66092.351562 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -66092.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66121.328125 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -66121.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66158.554688 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -66158.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66201.742188 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -66201.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66213.585938 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -66213.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66222.242188 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -66222.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66226.593750 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -66226.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66226.593750 Penalty: 3094.208984
	Iteration 10F: 3 clusters Score -66226.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -91131.734375 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -91131.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89502.929688 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -89502.93 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89729.804688 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -89729.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89814.343750 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -89814.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89851.140625 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -89851.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89876.710938 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -89876.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89907.062500 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -89907.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89929.695312 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -89929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89937.140625 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -89937.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -89947.117188 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -89947.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89952.523438 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -89952.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89955.937500 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -89955.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -89959.859375 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -89959.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89965.726562 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -89965.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89968.281250 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -89968.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89968.828125 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -89968.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89969.585938 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -89969.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89972.757812 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -89972.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -89974.070312 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -89974.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89976.609375 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -89976.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89977.835938 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -89977.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -89978.906250 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -89978.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -89980.234375 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -89980.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89983.265625 Penalty: 3218.645508
	Iteration 22Q: 3 clusters Score -89983.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89991.359375 Penalty: 3218.645508
	Iteration 23Q: 3 clusters Score -89991.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -89998.210938 Penalty: 3218.645508
	Iteration 24Q: 3 clusters Score -89998.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -90002.953125 Penalty: 3218.645508
	Iteration 25Q: 3 clusters Score -90002.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -90006.062500 Penalty: 3218.645508
	Iteration 26Q: 3 clusters Score -90006.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90015.750000 Penalty: 3218.645508
	Iteration 27Q: 3 clusters Score -90015.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90021.882812 Penalty: 3218.645508
	Iteration 28Q: 3 clusters Score -90021.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90030.921875 Penalty: 3218.645508
	Iteration 29Q: 3 clusters Score -90030.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90035.671875 Penalty: 3218.645508
	Iteration 30Q: 3 clusters Score -90035.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90037.109375 Penalty: 3218.645508
	Iteration 31Q: 3 clusters Score -90037.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90039.054688 Penalty: 3218.645508
	Iteration 32Q: 3 clusters Score -90039.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90039.054688 Penalty: 3218.645508
	Iteration 33F: 3 clusters Score -90039.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -352828.968750 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -352829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -349955.156250 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -349955.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -350493.312500 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -350493.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -350672.781250 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -350672.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -350771.406250 Penalty: 3864.185303
	Iteration 3Q: 3 clusters Score -350771.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -350841.468750 Penalty: 3864.185303
	Iteration 4Q: 3 clusters Score -350841.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -350890.531250 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -350890.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -350922.968750 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -350923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -350952.406250 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -350952.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -350979.593750 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -350979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -351008.000000 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -351008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -351033.625000 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -351033.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -351055.187500 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -351055.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -351067.843750 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -351067.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -351073.968750 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -351074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -351080.750000 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -351080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -351085.281250 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -351085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351087.562500 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -351087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -351093.562500 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -351093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -351094.937500 Penalty: 3864.185303
	Iteration 18Q: 3 clusters Score -351094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351096.500000 Penalty: 3864.185303
	Iteration 19Q: 3 clusters Score -351096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351097.375000 Penalty: 3864.185303
	Iteration 20F: 3 clusters Score -351097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -47036.847656 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -47036.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45685.960938 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -45685.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45855.355469 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -45855.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45903.769531 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -45903.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45924.937500 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -45924.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45930.523438 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -45930.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45938.210938 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -45938.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45938.210938 Penalty: 2880.838867
	Iteration 6F: 3 clusters Score -45938.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -25995.441406 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -25995.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24870.675781 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -24870.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25036.298828 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -25036.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25102.353516 Penalty: 2761.898926
	Iteration 2Q: 3 clusters Score -25102.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25173.216797 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -25173.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25190.572266 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -25190.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25190.572266 Penalty: 2761.898926
	Iteration 5F: 3 clusters Score -25190.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -99371.039062 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -99371.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97652.171875 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -97652.17 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97943.453125 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -97943.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98036.851562 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -98036.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98140.429688 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -98140.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98263.656250 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -98263.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98366.031250 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -98366.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98449.421875 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -98449.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98530.054688 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -98530.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98601.476562 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -98601.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98741.359375 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -98741.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98891.601562 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -98891.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98914.460938 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -98914.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -98924.757812 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -98924.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98927.210938 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -98927.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98927.210938 Penalty: 3285.536377
	Iteration 14F: 3 clusters Score -98927.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -428263.125000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -428263.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -425096.343750 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -425096.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -425728.812500 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -425728.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -425909.375000 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -425909.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -426021.656250 Penalty: 3948.147217
	Iteration 3Q: 3 clusters Score -426021.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -426078.000000 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -426078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -426115.656250 Penalty: 3948.147217
	Iteration 5Q: 3 clusters Score -426115.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -426140.062500 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -426140.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -426160.406250 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -426160.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -426186.093750 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -426186.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -426209.281250 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -426209.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -426231.437500 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -426231.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -426264.343750 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -426264.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -426292.812500 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -426292.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -426322.125000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -426322.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -426351.468750 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -426351.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -426387.562500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -426387.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -426425.406250 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -426425.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -426447.312500 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -426447.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -426472.312500 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -426472.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -426497.375000 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -426497.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -426530.937500 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -426530.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -426566.062500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -426566.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -426599.218750 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -426599.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -426627.156250 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -426627.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -426649.937500 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -426649.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -426671.437500 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -426671.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -426686.906250 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -426686.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -426700.343750 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -426700.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -426712.593750 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -426712.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -426722.156250 Penalty: 3948.147217
	Iteration 29Q: 3 clusters Score -426722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -426727.343750 Penalty: 3948.147217
	Iteration 30Q: 3 clusters Score -426727.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -426732.187500 Penalty: 3948.147217
	Iteration 31Q: 3 clusters Score -426732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -426735.281250 Penalty: 3948.147217
	Iteration 32Q: 3 clusters Score -426735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -426735.781250 Penalty: 3948.147217
	Iteration 33Q: 3 clusters Score -426735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -426736.781250 Penalty: 3948.147217
	Iteration 34Q: 3 clusters Score -426736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -426737.031250 Penalty: 3948.147217
	Iteration 35Q: 3 clusters Score -426737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -426737.031250 Penalty: 3948.147217
	Iteration 36F: 3 clusters Score -426737 nChanged 0
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -314803744.000000 Penalty: 137156.562500
21->39 Clusters: Score -314803744.000000, best is -314780672.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 33444 members 
Mstep: Class 3 contains 33100 members 
Mstep: Class 4 contains 33076 members 
Mstep: Class 5 contains 33327 members 
Mstep: Class 6 contains 33533 members 
Mstep: Class 7 contains 33018 members 
Mstep: Class 8 contains 33111 members 
Mstep: Class 9 contains 33357 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 33189 members 
Mstep: Class 12 contains 33037 members 
Mstep: Class 13 contains 33276 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 33418 members 
Mstep: Class 16 contains 33047 members 
Mstep: Class 17 contains 33422 members 
Mstep: Class 18 contains 32908 members 
Mstep: Class 19 contains 33147 members 
Mstep: Class 20 contains 32984 members 
Mstep: Class 21 contains 33285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1716.749512 but Gain 3336.929688
Score: -97596416.000000 Penalty: 66738.539062
Iteration 0F: 21 clusters Score -9.759642e+07 nChanged 664132
Entering Unmasked Mstep 
Mstep: Class 0 contains 3539 members 
Mstep: Class 1 contains 139142 members 
Mstep: Class 2 contains 10188 members 
Mstep: Class 3 contains 21732 members 
Mstep: Class 4 contains 48730 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 19622 members 
Mstep: Class 8 contains 278428 members 
Mstep: Class 9 contains 18059 members 
Mstep: Class 10 contains 17370 members 
Mstep: Class 11 contains 14356 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 30230 members 
Mstep: Class 14 contains 14047 members 
Mstep: Class 15 contains 6780 members 
Mstep: Class 17 contains 4828 members 
Mstep: Class 18 contains 8487 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 5402 members 
Mstep: Class 21 contains 5291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101761144.000000 Penalty: 66738.539062
Iteration 1F: 21 clusters Score -1.017611e+08 nChanged 261891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2673 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 6235 members 
Mstep: Class 3 contains 19410 members 
Mstep: Class 4 contains 52866 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 17854 members 
Mstep: Class 8 contains 307325 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 18663 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 17087 members 
Mstep: Class 14 contains 25388 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 9429 members 
Mstep: Class 19 contains 24955 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2451.136475 but Gain 3336.925781
Score: -102733256.000000 Penalty: 63401.613281
Iteration 2F: 20 clusters Score -1.027333e+08 nChanged 185640
Entering Unmasked Mstep 
Mstep: Class 0 contains 2251 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 5886 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 4 contains 66009 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 28390 members 
Mstep: Class 8 contains 261932 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 14983 members 
Mstep: Class 11 contains 36488 members 
Mstep: Class 12 contains 7107 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 29670 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 17 contains 17979 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 23457 members 
Mstep: Class 20 contains 7992 members 
Mstep: Class 21 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103431456.000000 Penalty: 63401.613281
Iteration 3F: 20 clusters Score -1.034315e+08 nChanged 125502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1227 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 7610 members 
Mstep: Class 3 contains 10206 members 
Mstep: Class 4 contains 70191 members 
Mstep: Class 6 contains 3436 members 
Mstep: Class 7 contains 38307 members 
Mstep: Class 8 contains 235408 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 18589 members 
Mstep: Class 11 contains 47023 members 
Mstep: Class 12 contains 9963 members 
Mstep: Class 13 contains 6945 members 
Mstep: Class 14 contains 26829 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 17 contains 18637 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 22046 members 
Mstep: Class 20 contains 7233 members 
Mstep: Class 21 contains 3278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103764016.000000 Penalty: 63401.613281
Iteration 4F: 20 clusters Score -1.03764e+08 nChanged 86534
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 171153 members 
Mstep: Class 2 contains 9399 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 70556 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 42404 members 
Mstep: Class 8 contains 210335 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 19058 members 
Mstep: Class 11 contains 49940 members 
Mstep: Class 12 contains 12661 members 
Mstep: Class 13 contains 7670 members 
Mstep: Class 14 contains 23534 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 17 contains 17668 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 25456 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103902960.000000 Penalty: 63401.613281
Iteration 5F: 20 clusters Score -1.03903e+08 nChanged 65388
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 186077 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 8267 members 
Mstep: Class 4 contains 68213 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 43791 members 
Mstep: Class 8 contains 194398 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 48831 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 17 contains 16628 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 29068 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103970744.000000 Penalty: 63401.613281
Iteration 6F: 20 clusters Score -1.039707e+08 nChanged 54849
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 197573 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 4 contains 65302 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 7 contains 44021 members 
Mstep: Class 8 contains 184655 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 18971 members 
Mstep: Class 11 contains 46403 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 13712 members 
Mstep: Class 14 contains 18071 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 17 contains 16120 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 31142 members 
Mstep: Class 20 contains 5089 members 
Mstep: Class 21 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104015096.000000 Penalty: 63401.613281
Iteration 7F: 20 clusters Score -1.040151e+08 nChanged 47543
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 211026 members 
Mstep: Class 2 contains 11803 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 63334 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 43309 members 
Mstep: Class 8 contains 174042 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 19051 members 
Mstep: Class 11 contains 43872 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 16156 members 
Mstep: Class 14 contains 16395 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 32330 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104041576.000000 Penalty: 63401.613281
Iteration 8F: 20 clusters Score -1.040416e+08 nChanged 40650
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 224923 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 10914 members 
Mstep: Class 4 contains 62125 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 42634 members 
Mstep: Class 8 contains 162137 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 19110 members 
Mstep: Class 11 contains 41392 members 
Mstep: Class 12 contains 15577 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 33193 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104044048.000000 Penalty: 63401.613281
Iteration 9F: 20 clusters Score -1.04044e+08 nChanged 34704
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 234389 members 
Mstep: Class 2 contains 12702 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 61408 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 43144 members 
Mstep: Class 8 contains 152874 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 19060 members 
Mstep: Class 11 contains 39256 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 20120 members 
Mstep: Class 14 contains 14744 members 
Mstep: Class 15 contains 1512 members 
Mstep: Class 17 contains 15807 members 
Mstep: Class 18 contains 9890 members 
Mstep: Class 19 contains 33941 members 
Mstep: Class 20 contains 2838 members 
Mstep: Class 21 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104036824.000000 Penalty: 63401.613281
Iteration 10Q: 20 clusters Score -1.040368e+08 nChanged 27929
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 237311 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 11879 members 
Mstep: Class 4 contains 60898 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 44673 members 
Mstep: Class 8 contains 149006 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 18909 members 
Mstep: Class 11 contains 37471 members 
Mstep: Class 12 contains 15242 members 
Mstep: Class 13 contains 21756 members 
Mstep: Class 14 contains 14171 members 
Mstep: Class 15 contains 1447 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 34641 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104032128.000000 Penalty: 63401.613281
Iteration 11Q: 20 clusters Score -1.040321e+08 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 236580 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 12116 members 
Mstep: Class 4 contains 60452 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 46315 members 
Mstep: Class 8 contains 148355 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 18873 members 
Mstep: Class 11 contains 35917 members 
Mstep: Class 12 contains 15135 members 
Mstep: Class 13 contains 23291 members 
Mstep: Class 14 contains 13770 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 35245 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104032040.000000 Penalty: 63401.613281
Iteration 12Q: 20 clusters Score -1.04032e+08 nChanged 16411
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 234719 members 
Mstep: Class 2 contains 13119 members 
Mstep: Class 3 contains 12266 members 
Mstep: Class 4 contains 60069 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 47623 members 
Mstep: Class 8 contains 148992 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 18913 members 
Mstep: Class 11 contains 34685 members 
Mstep: Class 12 contains 15050 members 
Mstep: Class 13 contains 24629 members 
Mstep: Class 14 contains 13350 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 17 contains 15830 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 35811 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 21 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104033008.000000 Penalty: 63401.613281
Iteration 13Q: 20 clusters Score -1.04033e+08 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 232984 members 
Mstep: Class 2 contains 13235 members 
Mstep: Class 3 contains 12348 members 
Mstep: Class 4 contains 59681 members 
Mstep: Class 6 contains 3389 members 
Mstep: Class 7 contains 48568 members 
Mstep: Class 8 contains 149844 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 18962 members 
Mstep: Class 11 contains 33638 members 
Mstep: Class 12 contains 14948 members 
Mstep: Class 13 contains 25805 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 18 contains 9619 members 
Mstep: Class 19 contains 36329 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104035208.000000 Penalty: 63401.613281
Iteration 14Q: 20 clusters Score -1.040352e+08 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 231616 members 
Mstep: Class 2 contains 13377 members 
Mstep: Class 3 contains 12472 members 
Mstep: Class 4 contains 59271 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 49156 members 
Mstep: Class 8 contains 150701 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 19015 members 
Mstep: Class 11 contains 32735 members 
Mstep: Class 12 contains 14772 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 12867 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 9464 members 
Mstep: Class 19 contains 36764 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104036496.000000 Penalty: 63401.613281
Iteration 15Q: 20 clusters Score -1.040365e+08 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 230541 members 
Mstep: Class 2 contains 13523 members 
Mstep: Class 3 contains 12673 members 
Mstep: Class 4 contains 58829 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 49534 members 
Mstep: Class 8 contains 151452 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 19037 members 
Mstep: Class 11 contains 32044 members 
Mstep: Class 12 contains 14589 members 
Mstep: Class 13 contains 27625 members 
Mstep: Class 14 contains 12689 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9336 members 
Mstep: Class 19 contains 37131 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104036936.000000 Penalty: 63401.613281
Iteration 16Q: 20 clusters Score -1.040369e+08 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 229670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 58372 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 49768 members 
Mstep: Class 8 contains 152177 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 19064 members 
Mstep: Class 11 contains 31466 members 
Mstep: Class 12 contains 14378 members 
Mstep: Class 13 contains 28277 members 
Mstep: Class 14 contains 12524 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 37441 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104036816.000000 Penalty: 63401.613281
Iteration 17Q: 20 clusters Score -1.040368e+08 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 228912 members 
Mstep: Class 2 contains 13848 members 
Mstep: Class 3 contains 13207 members 
Mstep: Class 4 contains 57944 members 
Mstep: Class 6 contains 3463 members 
Mstep: Class 7 contains 49896 members 
Mstep: Class 8 contains 152810 members 
Mstep: Class 9 contains 2838 members 
Mstep: Class 10 contains 19106 members 
Mstep: Class 11 contains 31062 members 
Mstep: Class 12 contains 14168 members 
Mstep: Class 13 contains 28766 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 17 contains 15869 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 37701 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038152.000000 Penalty: 63401.613281
Iteration 18Q: 20 clusters Score -1.040382e+08 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 228337 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 57529 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 153394 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 19141 members 
Mstep: Class 11 contains 30711 members 
Mstep: Class 12 contains 13989 members 
Mstep: Class 13 contains 29142 members 
Mstep: Class 14 contains 12336 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 37931 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038424.000000 Penalty: 63401.613281
Iteration 19Q: 20 clusters Score -1.040384e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 227889 members 
Mstep: Class 2 contains 14200 members 
Mstep: Class 3 contains 13766 members 
Mstep: Class 4 contains 57125 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 49887 members 
Mstep: Class 8 contains 153873 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 19160 members 
Mstep: Class 11 contains 30423 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 29473 members 
Mstep: Class 14 contains 12250 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 8854 members 
Mstep: Class 19 contains 38119 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039136.000000 Penalty: 63401.613281
Iteration 20F: 20 clusters Score -1.040391e+08 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 227515 members 
Mstep: Class 2 contains 14373 members 
Mstep: Class 3 contains 14016 members 
Mstep: Class 4 contains 56740 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 49766 members 
Mstep: Class 8 contains 154305 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 19138 members 
Mstep: Class 11 contains 30190 members 
Mstep: Class 12 contains 13709 members 
Mstep: Class 13 contains 29757 members 
Mstep: Class 14 contains 12219 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 38273 members 
Mstep: Class 20 contains 2078 members 
Mstep: Class 21 contains 2759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039984.000000 Penalty: 63401.613281
Iteration 21Q: 20 clusters Score -1.0404e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 227305 members 
Mstep: Class 2 contains 14571 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 4 contains 56373 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 49594 members 
Mstep: Class 8 contains 154592 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 19136 members 
Mstep: Class 11 contains 30023 members 
Mstep: Class 12 contains 13640 members 
Mstep: Class 13 contains 30016 members 
Mstep: Class 14 contains 12157 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 38452 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104040088.000000 Penalty: 63401.613281
Iteration 22Q: 20 clusters Score -1.040401e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 227171 members 
Mstep: Class 2 contains 14763 members 
Mstep: Class 3 contains 14569 members 
Mstep: Class 4 contains 56047 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 49456 members 
Mstep: Class 8 contains 154743 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 19135 members 
Mstep: Class 11 contains 29862 members 
Mstep: Class 12 contains 13568 members 
Mstep: Class 13 contains 30247 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 38632 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039720.000000 Penalty: 63401.613281
Iteration 23Q: 20 clusters Score -1.040397e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 227115 members 
Mstep: Class 2 contains 14920 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 55711 members 
Mstep: Class 6 contains 3676 members 
Mstep: Class 7 contains 49319 members 
Mstep: Class 8 contains 154858 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 19113 members 
Mstep: Class 11 contains 29728 members 
Mstep: Class 12 contains 13491 members 
Mstep: Class 13 contains 30456 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 8486 members 
Mstep: Class 19 contains 38790 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039768.000000 Penalty: 63401.613281
Iteration 24Q: 20 clusters Score -1.040398e+08 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227161 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 15118 members 
Mstep: Class 4 contains 55386 members 
Mstep: Class 6 contains 3705 members 
Mstep: Class 7 contains 49189 members 
Mstep: Class 8 contains 154873 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 19098 members 
Mstep: Class 11 contains 29633 members 
Mstep: Class 12 contains 13420 members 
Mstep: Class 13 contains 30624 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 8345 members 
Mstep: Class 19 contains 38915 members 
Mstep: Class 20 contains 1944 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039912.000000 Penalty: 63401.613281
Iteration 25Q: 20 clusters Score -1.040399e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227239 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 55059 members 
Mstep: Class 6 contains 3735 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 154900 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 19072 members 
Mstep: Class 11 contains 29550 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 30769 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 39023 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039672.000000 Penalty: 63401.613281
Iteration 26Q: 20 clusters Score -1.040397e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227306 members 
Mstep: Class 2 contains 15290 members 
Mstep: Class 3 contains 15537 members 
Mstep: Class 4 contains 54744 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 48983 members 
Mstep: Class 8 contains 154899 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 19041 members 
Mstep: Class 11 contains 29473 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 30922 members 
Mstep: Class 14 contains 12156 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 39129 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039472.000000 Penalty: 63401.613281
Iteration 27Q: 20 clusters Score -1.040395e+08 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227428 members 
Mstep: Class 2 contains 15384 members 
Mstep: Class 3 contains 15702 members 
Mstep: Class 4 contains 54449 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 48923 members 
Mstep: Class 8 contains 154790 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 19018 members 
Mstep: Class 11 contains 29426 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 31050 members 
Mstep: Class 14 contains 12220 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 7983 members 
Mstep: Class 19 contains 39228 members 
Mstep: Class 20 contains 1878 members 
Mstep: Class 21 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039480.000000 Penalty: 63401.613281
Iteration 28Q: 20 clusters Score -1.040395e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227527 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 15860 members 
Mstep: Class 4 contains 54166 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 48865 members 
Mstep: Class 8 contains 154714 members 
Mstep: Class 9 contains 3191 members 
Mstep: Class 10 contains 18981 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 31144 members 
Mstep: Class 14 contains 12284 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 39329 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038984.000000 Penalty: 63401.613281
Iteration 29Q: 20 clusters Score -1.04039e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227628 members 
Mstep: Class 2 contains 15549 members 
Mstep: Class 3 contains 15998 members 
Mstep: Class 4 contains 53877 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 48832 members 
Mstep: Class 8 contains 154628 members 
Mstep: Class 9 contains 3205 members 
Mstep: Class 10 contains 18954 members 
Mstep: Class 11 contains 29313 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 31240 members 
Mstep: Class 14 contains 12369 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 7817 members 
Mstep: Class 19 contains 39411 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038800.000000 Penalty: 63401.613281
Iteration 30Q: 20 clusters Score -1.040388e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227768 members 
Mstep: Class 2 contains 15620 members 
Mstep: Class 3 contains 16191 members 
Mstep: Class 4 contains 53538 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 48816 members 
Mstep: Class 8 contains 154494 members 
Mstep: Class 9 contains 3209 members 
Mstep: Class 10 contains 18918 members 
Mstep: Class 11 contains 29270 members 
Mstep: Class 12 contains 13229 members 
Mstep: Class 13 contains 31296 members 
Mstep: Class 14 contains 12475 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 39481 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038880.000000 Penalty: 63401.613281
Iteration 31Q: 20 clusters Score -1.040389e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 227870 members 
Mstep: Class 2 contains 15699 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 53211 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 48804 members 
Mstep: Class 8 contains 154421 members 
Mstep: Class 9 contains 3216 members 
Mstep: Class 10 contains 18882 members 
Mstep: Class 11 contains 29224 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 31329 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 936 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 7738 members 
Mstep: Class 19 contains 39539 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038896.000000 Penalty: 63401.613281
Iteration 32Q: 20 clusters Score -1.040389e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228040 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 3 contains 16479 members 
Mstep: Class 4 contains 52862 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 48773 members 
Mstep: Class 8 contains 154300 members 
Mstep: Class 9 contains 3215 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 13190 members 
Mstep: Class 13 contains 31380 members 
Mstep: Class 14 contains 12753 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 17 contains 15860 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039160.000000 Penalty: 63401.613281
Iteration 33Q: 20 clusters Score -1.040392e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228138 members 
Mstep: Class 2 contains 15873 members 
Mstep: Class 3 contains 16620 members 
Mstep: Class 4 contains 52474 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 48772 members 
Mstep: Class 8 contains 154215 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 18799 members 
Mstep: Class 11 contains 29114 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 31422 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 17 contains 15859 members 
Mstep: Class 18 contains 7693 members 
Mstep: Class 19 contains 39640 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039776.000000 Penalty: 63401.613281
Iteration 34Q: 20 clusters Score -1.040398e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 15953 members 
Mstep: Class 3 contains 16767 members 
Mstep: Class 4 contains 52084 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 48798 members 
Mstep: Class 8 contains 154102 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 18765 members 
Mstep: Class 11 contains 29065 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 920 members 
Mstep: Class 17 contains 15853 members 
Mstep: Class 18 contains 7680 members 
Mstep: Class 19 contains 39687 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039984.000000 Penalty: 63401.613281
Iteration 35Q: 20 clusters Score -1.0404e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228354 members 
Mstep: Class 2 contains 16022 members 
Mstep: Class 3 contains 16955 members 
Mstep: Class 4 contains 51640 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 48817 members 
Mstep: Class 8 contains 153970 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 29008 members 
Mstep: Class 12 contains 13203 members 
Mstep: Class 13 contains 31498 members 
Mstep: Class 14 contains 13290 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 7660 members 
Mstep: Class 19 contains 39707 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039640.000000 Penalty: 63401.613281
Iteration 36Q: 20 clusters Score -1.040396e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228402 members 
Mstep: Class 2 contains 16100 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 51211 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 48861 members 
Mstep: Class 8 contains 153849 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 18717 members 
Mstep: Class 11 contains 28952 members 
Mstep: Class 12 contains 13211 members 
Mstep: Class 13 contains 31533 members 
Mstep: Class 14 contains 13493 members 
Mstep: Class 15 contains 909 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 39727 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039992.000000 Penalty: 63401.613281
Iteration 37Q: 20 clusters Score -1.0404e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 228422 members 
Mstep: Class 2 contains 16171 members 
Mstep: Class 3 contains 17256 members 
Mstep: Class 4 contains 50820 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 48882 members 
Mstep: Class 8 contains 153808 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 28892 members 
Mstep: Class 12 contains 13207 members 
Mstep: Class 13 contains 31580 members 
Mstep: Class 14 contains 13730 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 39734 members 
Mstep: Class 20 contains 1871 members 
Mstep: Class 21 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104040456.000000 Penalty: 63401.613281
Iteration 38Q: 20 clusters Score -1.040405e+08 nChanged 2516
Entering ConstructFrom: 
Score: -104040456.000000 Penalty: 63401.613281
Entering ConstructFrom: 
Trying to split cluster 1 (228514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228514 members 
Entering Unmasked Estep 
Score: -35057776.000000 Penalty: 3060.159424
	Iteration 0F: 2 clusters Score -3.505778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -34968596.000000 Penalty: 6120.318848
	Iteration 0F: 3 clusters Score -3.49686e+07 nChanged 110516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -35035068.000000 Penalty: 6120.318848
	Iteration 1F: 3 clusters Score -3.503507e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 117557 members 
Entering Unmasked Estep 
Score: -35038092.000000 Penalty: 6120.318848
	Iteration 2Q: 3 clusters Score -3.503809e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -35042964.000000 Penalty: 6120.318848
	Iteration 3Q: 3 clusters Score -3.504296e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -35050340.000000 Penalty: 6120.318848
	Iteration 4F: 3 clusters Score -3.505034e+07 nChanged 15880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -35060732.000000 Penalty: 6120.318848
	Iteration 5F: 3 clusters Score -3.506073e+07 nChanged 17018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -35072448.000000 Penalty: 6120.318848
	Iteration 6F: 3 clusters Score -3.507245e+07 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 133134 members 
Entering Unmasked Estep 
Score: -35080584.000000 Penalty: 6120.318848
	Iteration 7F: 3 clusters Score -3.508058e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -35083728.000000 Penalty: 6120.318848
	Iteration 8Q: 3 clusters Score -3.508373e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 127860 members 
Entering Unmasked Estep 
Score: -35084804.000000 Penalty: 6120.318848
	Iteration 9Q: 3 clusters Score -3.50848e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -35085276.000000 Penalty: 6120.318848
	Iteration 10Q: 3 clusters Score -3.508528e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 123367 members 
Entering Unmasked Estep 
Score: -35085480.000000 Penalty: 6120.318848
	Iteration 11Q: 3 clusters Score -3.508548e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 121529 members 
Entering Unmasked Estep 
Score: -35086104.000000 Penalty: 6120.318848
	Iteration 12Q: 3 clusters Score -3.50861e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 119881 members 
Entering Unmasked Estep 
Score: -35086392.000000 Penalty: 6120.318848
	Iteration 13Q: 3 clusters Score -3.508639e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -35086708.000000 Penalty: 6120.318848
	Iteration 14Q: 3 clusters Score -3.508671e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 117077 members 
Entering Unmasked Estep 
Score: -35086880.000000 Penalty: 6120.318848
	Iteration 15Q: 3 clusters Score -3.508688e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 115899 members 
Entering Unmasked Estep 
Score: -35087108.000000 Penalty: 6120.318848
	Iteration 16Q: 3 clusters Score -3.508711e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -35087552.000000 Penalty: 6120.318848
	Iteration 17Q: 3 clusters Score -3.508755e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114192 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -35087784.000000 Penalty: 6120.318848
	Iteration 18Q: 3 clusters Score -3.508778e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -35087920.000000 Penalty: 6120.318848
	Iteration 19Q: 3 clusters Score -3.508792e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115024 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -35088024.000000 Penalty: 6120.318848
	Iteration 20F: 3 clusters Score -3.508802e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 113253 members 
Entering Unmasked Estep 
Score: -35088124.000000 Penalty: 6120.318848
	Iteration 21Q: 3 clusters Score -3.508812e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -35088232.000000 Penalty: 6120.318848
	Iteration 22Q: 3 clusters Score -3.508823e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -35088372.000000 Penalty: 6120.318848
	Iteration 23Q: 3 clusters Score -3.508837e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 112768 members 
Entering Unmasked Estep 
Score: -35088596.000000 Penalty: 6120.318848
	Iteration 24Q: 3 clusters Score -3.50886e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -35088680.000000 Penalty: 6120.318848
	Iteration 25Q: 3 clusters Score -3.508868e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -35088812.000000 Penalty: 6120.318848
	Iteration 26Q: 3 clusters Score -3.508881e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -35088952.000000 Penalty: 6120.318848
	Iteration 27Q: 3 clusters Score -3.508895e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -35089040.000000 Penalty: 6120.318848
	Iteration 28Q: 3 clusters Score -3.508904e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -35089180.000000 Penalty: 6120.318848
	Iteration 29Q: 3 clusters Score -3.508918e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116463 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -35089152.000000 Penalty: 6120.318848
	Iteration 30Q: 3 clusters Score -3.508915e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 111986 members 
Entering Unmasked Estep 
Score: -35089268.000000 Penalty: 6120.318848
	Iteration 31Q: 3 clusters Score -3.508927e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -35089296.000000 Penalty: 6120.318848
	Iteration 32Q: 3 clusters Score -3.50893e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 111925 members 
Entering Unmasked Estep 
Score: -35089276.000000 Penalty: 6120.318848
	Iteration 33Q: 3 clusters Score -3.508928e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 111903 members 
Entering Unmasked Estep 
Score: -35089224.000000 Penalty: 6120.318848
	Iteration 34Q: 3 clusters Score -3.508922e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116616 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -35089260.000000 Penalty: 6120.318848
	Iteration 35Q: 3 clusters Score -3.508926e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 111917 members 
Entering Unmasked Estep 
Score: -35089388.000000 Penalty: 6120.318848
	Iteration 36Q: 3 clusters Score -3.508939e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 112003 members 
Entering Unmasked Estep 
Score: -35089592.000000 Penalty: 6120.318848
	Iteration 37Q: 3 clusters Score -3.508959e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -35089636.000000 Penalty: 6120.318848
	Iteration 38Q: 3 clusters Score -3.508964e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116369 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -35089656.000000 Penalty: 6120.318848
	Iteration 39Q: 3 clusters Score -3.508966e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 112213 members 
Entering Unmasked Estep 
Score: -35089760.000000 Penalty: 6120.318848
	Iteration 40F: 3 clusters Score -3.508976e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 112262 members 
Entering Unmasked Estep 
Score: -35089824.000000 Penalty: 6120.318848
	Iteration 41Q: 3 clusters Score -3.508982e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -35089868.000000 Penalty: 6120.318848
	Iteration 42Q: 3 clusters Score -3.508987e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116112 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -35089880.000000 Penalty: 6120.318848
	Iteration 43Q: 3 clusters Score -3.508988e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116010 members 
Mstep: Class 2 contains 112504 members 
Entering Unmasked Estep 
Score: -35089908.000000 Penalty: 6120.318848
	Iteration 44Q: 3 clusters Score -3.508991e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115931 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -35090008.000000 Penalty: 6120.318848
	Iteration 45Q: 3 clusters Score -3.509001e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -35090036.000000 Penalty: 6120.318848
	Iteration 46Q: 3 clusters Score -3.509004e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -35090080.000000 Penalty: 6120.318848
	Iteration 47Q: 3 clusters Score -3.509008e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 112673 members 
Entering Unmasked Estep 
Score: -35090104.000000 Penalty: 6120.318848
	Iteration 48Q: 3 clusters Score -3.50901e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -35090064.000000 Penalty: 6120.318848
	Iteration 49Q: 3 clusters Score -3.509006e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 112715 members 
Entering Unmasked Estep 
Score: -35090112.000000 Penalty: 6120.318848
	Iteration 50Q: 3 clusters Score -3.509011e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115771 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -35090152.000000 Penalty: 6120.318848
	Iteration 51Q: 3 clusters Score -3.509015e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115723 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -35090216.000000 Penalty: 6120.318848
	Iteration 52Q: 3 clusters Score -3.509022e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115672 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -35090268.000000 Penalty: 6120.318848
	Iteration 53Q: 3 clusters Score -3.509027e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115618 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -35090268.000000 Penalty: 6120.318848
	Iteration 54Q: 3 clusters Score -3.509027e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -35090264.000000 Penalty: 6120.318848
	Iteration 55Q: 3 clusters Score -3.509026e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 113022 members 
Entering Unmasked Estep 
Score: -35090260.000000 Penalty: 6120.318848
	Iteration 56Q: 3 clusters Score -3.509026e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -35090260.000000 Penalty: 6120.318848
	Iteration 57Q: 3 clusters Score -3.509026e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -35090284.000000 Penalty: 6120.318848
	Iteration 58Q: 3 clusters Score -3.509028e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115289 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -35090264.000000 Penalty: 6120.318848
	Iteration 59Q: 3 clusters Score -3.509026e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115240 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -35090312.000000 Penalty: 6120.318848
	Iteration 60F: 3 clusters Score -3.509031e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -35090384.000000 Penalty: 6120.318848
	Iteration 61Q: 3 clusters Score -3.509038e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -35090372.000000 Penalty: 6120.318848
	Iteration 62Q: 3 clusters Score -3.509037e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115130 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -35090308.000000 Penalty: 6120.318848
	Iteration 63Q: 3 clusters Score -3.509031e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115072 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -35090296.000000 Penalty: 6120.318848
	Iteration 64Q: 3 clusters Score -3.50903e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -35090352.000000 Penalty: 6120.318848
	Iteration 65Q: 3 clusters Score -3.509035e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115006 members 
Mstep: Class 2 contains 113508 members 
Entering Unmasked Estep 
Score: -35090432.000000 Penalty: 6120.318848
	Iteration 66Q: 3 clusters Score -3.509043e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -35090496.000000 Penalty: 6120.318848
	Iteration 67Q: 3 clusters Score -3.50905e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -35090556.000000 Penalty: 6120.318848
	Iteration 68Q: 3 clusters Score -3.509056e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -35090772.000000 Penalty: 6120.318848
	Iteration 69Q: 3 clusters Score -3.509077e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -35090780.000000 Penalty: 6120.318848
	Iteration 70Q: 3 clusters Score -3.509078e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -35090768.000000 Penalty: 6120.318848
	Iteration 71Q: 3 clusters Score -3.509077e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -35090828.000000 Penalty: 6120.318848
	Iteration 72Q: 3 clusters Score -3.509083e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -35090932.000000 Penalty: 6120.318848
	Iteration 73Q: 3 clusters Score -3.509093e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -35091100.000000 Penalty: 6120.318848
	Iteration 74Q: 3 clusters Score -3.50911e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 114495 members 
Entering Unmasked Estep 
Score: -35091188.000000 Penalty: 6120.318848
	Iteration 75Q: 3 clusters Score -3.509119e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 114608 members 
Entering Unmasked Estep 
Score: -35091200.000000 Penalty: 6120.318848
	Iteration 76Q: 3 clusters Score -3.50912e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113778 members 
Mstep: Class 2 contains 114736 members 
Entering Unmasked Estep 
Score: -35091280.000000 Penalty: 6120.318848
	Iteration 77Q: 3 clusters Score -3.509128e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Mstep: Class 2 contains 114866 members 
Entering Unmasked Estep 
Score: -35091416.000000 Penalty: 6120.318848
	Iteration 78Q: 3 clusters Score -3.509142e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -35091348.000000 Penalty: 6120.318848
	Iteration 79Q: 3 clusters Score -3.509135e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113394 members 
Mstep: Class 2 contains 115120 members 
Entering Unmasked Estep 
Score: -35091524.000000 Penalty: 6120.318848
	Iteration 80F: 3 clusters Score -3.509152e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113244 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -35091628.000000 Penalty: 6120.318848
	Iteration 81Q: 3 clusters Score -3.509163e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -35091764.000000 Penalty: 6120.318848
	Iteration 82Q: 3 clusters Score -3.509176e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 115484 members 
Entering Unmasked Estep 
Score: -35091888.000000 Penalty: 6120.318848
	Iteration 83Q: 3 clusters Score -3.509189e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112962 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -35091972.000000 Penalty: 6120.318848
	Iteration 84Q: 3 clusters Score -3.509197e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -35092168.000000 Penalty: 6120.318848
	Iteration 85Q: 3 clusters Score -3.509217e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112843 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -35092252.000000 Penalty: 6120.318848
	Iteration 86Q: 3 clusters Score -3.509225e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -35092308.000000 Penalty: 6120.318848
	Iteration 87Q: 3 clusters Score -3.509231e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 115810 members 
Entering Unmasked Estep 
Score: -35092552.000000 Penalty: 6120.318848
	Iteration 88Q: 3 clusters Score -3.509255e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -35092708.000000 Penalty: 6120.318848
	Iteration 89Q: 3 clusters Score -3.509271e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -35092852.000000 Penalty: 6120.318848
	Iteration 90Q: 3 clusters Score -3.509285e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 116092 members 
Entering Unmasked Estep 
Score: -35092900.000000 Penalty: 6120.318848
	Iteration 91Q: 3 clusters Score -3.50929e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112342 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -35093028.000000 Penalty: 6120.318848
	Iteration 92Q: 3 clusters Score -3.509303e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112272 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -35093128.000000 Penalty: 6120.318848
	Iteration 93Q: 3 clusters Score -3.509313e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -35093272.000000 Penalty: 6120.318848
	Iteration 94Q: 3 clusters Score -3.509327e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112139 members 
Mstep: Class 2 contains 116375 members 
Entering Unmasked Estep 
Score: -35093248.000000 Penalty: 6120.318848
	Iteration 95Q: 3 clusters Score -3.509325e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -35093340.000000 Penalty: 6120.318848
	Iteration 96Q: 3 clusters Score -3.509334e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -35093368.000000 Penalty: 6120.318848
	Iteration 97Q: 3 clusters Score -3.509337e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112010 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -35093440.000000 Penalty: 6120.318848
	Iteration 98Q: 3 clusters Score -3.509344e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -35093476.000000 Penalty: 6120.318848
	Iteration 99Q: 3 clusters Score -3.509348e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -35093504.000000 Penalty: 6120.318848
	Iteration 100F: 3 clusters Score -3.50935e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -35093540.000000 Penalty: 6120.318848
	Iteration 101Q: 3 clusters Score -3.509354e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -35093600.000000 Penalty: 6120.318848
	Iteration 102Q: 3 clusters Score -3.50936e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -35093672.000000 Penalty: 6120.318848
	Iteration 103Q: 3 clusters Score -3.509367e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111615 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -35093780.000000 Penalty: 6120.318848
	Iteration 104Q: 3 clusters Score -3.509378e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -35093812.000000 Penalty: 6120.318848
	Iteration 105Q: 3 clusters Score -3.509381e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111485 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -35093876.000000 Penalty: 6120.318848
	Iteration 106Q: 3 clusters Score -3.509388e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -35093884.000000 Penalty: 6120.318848
	Iteration 107Q: 3 clusters Score -3.509388e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 117107 members 
Entering Unmasked Estep 
Score: -35093960.000000 Penalty: 6120.318848
	Iteration 108Q: 3 clusters Score -3.509396e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -35093964.000000 Penalty: 6120.318848
	Iteration 109Q: 3 clusters Score -3.509396e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -35094028.000000 Penalty: 6120.318848
	Iteration 110Q: 3 clusters Score -3.509403e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 117248 members 
Entering Unmasked Estep 
Score: -35094060.000000 Penalty: 6120.318848
	Iteration 111Q: 3 clusters Score -3.509406e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111233 members 
Mstep: Class 2 contains 117281 members 
Entering Unmasked Estep 
Score: -35094060.000000 Penalty: 6120.318848
	Iteration 112Q: 3 clusters Score -3.509406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -35094060.000000 Penalty: 6120.318848
	Iteration 113Q: 3 clusters Score -3.509406e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111170 members 
Mstep: Class 2 contains 117344 members 
Entering Unmasked Estep 
Score: -35094080.000000 Penalty: 6120.318848
	Iteration 114Q: 3 clusters Score -3.509408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -35094060.000000 Penalty: 6120.318848
	Iteration 115Q: 3 clusters Score -3.509406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 117392 members 
Entering Unmasked Estep 
Score: -35094100.000000 Penalty: 6120.318848
	Iteration 116Q: 3 clusters Score -3.50941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 117413 members 
Entering Unmasked Estep 
Score: -35094104.000000 Penalty: 6120.318848
	Iteration 117Q: 3 clusters Score -3.50941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 117436 members 
Entering Unmasked Estep 
Score: -35094088.000000 Penalty: 6120.318848
	Iteration 118Q: 3 clusters Score -3.509409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111067 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -35094092.000000 Penalty: 6120.318848
	Iteration 119Q: 3 clusters Score -3.509409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111062 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -35094076.000000 Penalty: 6120.318848
	Iteration 120F: 3 clusters Score -3.509408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 117467 members 
Entering Unmasked Estep 
Score: -35094068.000000 Penalty: 6120.318848
	Iteration 121Q: 3 clusters Score -3.509407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -35094124.000000 Penalty: 6120.318848
	Iteration 122Q: 3 clusters Score -3.509412e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 117485 members 
Entering Unmasked Estep 
Score: -35094108.000000 Penalty: 6120.318848
	Iteration 123Q: 3 clusters Score -3.509411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 117488 members 
Entering Unmasked Estep 
Score: -35094136.000000 Penalty: 6120.318848
	Iteration 124Q: 3 clusters Score -3.509414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -35094140.000000 Penalty: 6120.318848
	Iteration 125Q: 3 clusters Score -3.509414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -35094140.000000 Penalty: 6120.318848
	Iteration 126Q: 3 clusters Score -3.509414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -35094164.000000 Penalty: 6120.318848
	Iteration 127Q: 3 clusters Score -3.509416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110989 members 
Mstep: Class 2 contains 117525 members 
Entering Unmasked Estep 
Score: -35094176.000000 Penalty: 6120.318848
	Iteration 128Q: 3 clusters Score -3.509418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110983 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -35094160.000000 Penalty: 6120.318848
	Iteration 129Q: 3 clusters Score -3.509416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110979 members 
Mstep: Class 2 contains 117535 members 
Entering Unmasked Estep 
Score: -35094172.000000 Penalty: 6120.318848
	Iteration 130Q: 3 clusters Score -3.509417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -35094168.000000 Penalty: 6120.318848
	Iteration 131Q: 3 clusters Score -3.509417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110970 members 
Mstep: Class 2 contains 117544 members 
Entering Unmasked Estep 
Score: -35094184.000000 Penalty: 6120.318848
	Iteration 132Q: 3 clusters Score -3.509418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -35094168.000000 Penalty: 6120.318848
	Iteration 133Q: 3 clusters Score -3.509417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -35094188.000000 Penalty: 6120.318848
	Iteration 134Q: 3 clusters Score -3.509419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110963 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -35094192.000000 Penalty: 6120.318848
	Iteration 135Q: 3 clusters Score -3.509419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -35094184.000000 Penalty: 6120.318848
	Iteration 136Q: 3 clusters Score -3.509418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -35094192.000000 Penalty: 6120.318848
	Iteration 137Q: 3 clusters Score -3.509419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -35094200.000000 Penalty: 6120.318848
	Iteration 138Q: 3 clusters Score -3.50942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -35094188.000000 Penalty: 6120.318848
	Iteration 139Q: 3 clusters Score -3.509419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -35094192.000000 Penalty: 6120.318848
	Iteration 140F: 3 clusters Score -3.509419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 117565 members 
Entering Unmasked Estep 
Score: -35094192.000000 Penalty: 6120.318848
	Iteration 141Q: 3 clusters Score -3.509419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -35094204.000000 Penalty: 6120.318848
	Iteration 142Q: 3 clusters Score -3.50942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -35094224.000000 Penalty: 6120.318848
	Iteration 143Q: 3 clusters Score -3.509422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -35094208.000000 Penalty: 6120.318848
	Iteration 144Q: 3 clusters Score -3.509421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -35094212.000000 Penalty: 6120.318848
	Iteration 145Q: 3 clusters Score -3.509421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 117568 members 
Entering Unmasked Estep 
Score: -35094212.000000 Penalty: 6120.318848
	Iteration 146F: 3 clusters Score -3.509421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 16246 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 48913 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
Score: -104077616.000000 Penalty: 66738.539062
Splitting cluster 1 changes total score from -104040456.000000 to -104077616.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (16246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Entering Unmasked Estep 
Score: -2217500.000000 Penalty: 2404.509277
	Iteration 0F: 2 clusters Score -2217500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2205833.750000 Penalty: 4809.018555
	Iteration 0F: 3 clusters Score -2205834 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2210651.250000 Penalty: 4809.018555
	Iteration 1F: 3 clusters Score -2210651 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2212280.000000 Penalty: 4809.018555
	Iteration 2F: 3 clusters Score -2212280 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2214125.750000 Penalty: 4809.018555
	Iteration 3F: 3 clusters Score -2214126 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2215943.750000 Penalty: 4809.018555
	Iteration 4F: 3 clusters Score -2215944 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2217365.000000 Penalty: 4809.018555
	Iteration 5F: 3 clusters Score -2217365 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2218307.750000 Penalty: 4809.018555
	Iteration 6F: 3 clusters Score -2218308 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2218832.750000 Penalty: 4809.018555
	Iteration 7Q: 3 clusters Score -2218833 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2219217.500000 Penalty: 4809.018555
	Iteration 8Q: 3 clusters Score -2219218 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2219605.750000 Penalty: 4809.018555
	Iteration 9Q: 3 clusters Score -2219606 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2219976.500000 Penalty: 4809.018555
	Iteration 10Q: 3 clusters Score -2219976 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2220199.250000 Penalty: 4809.018555
	Iteration 11Q: 3 clusters Score -2220199 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2220316.000000 Penalty: 4809.018555
	Iteration 12Q: 3 clusters Score -2220316 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2220392.000000 Penalty: 4809.018555
	Iteration 13Q: 3 clusters Score -2220392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2220459.500000 Penalty: 4809.018555
	Iteration 14Q: 3 clusters Score -2220460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2220519.500000 Penalty: 4809.018555
	Iteration 15Q: 3 clusters Score -2220520 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2220575.000000 Penalty: 4809.018555
	Iteration 16Q: 3 clusters Score -2220575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2220614.000000 Penalty: 4809.018555
	Iteration 17Q: 3 clusters Score -2220614 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2220652.750000 Penalty: 4809.018555
	Iteration 18Q: 3 clusters Score -2220653 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2220691.000000 Penalty: 4809.018555
	Iteration 19Q: 3 clusters Score -2220691 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2220718.000000 Penalty: 4809.018555
	Iteration 20F: 3 clusters Score -2220718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2220755.250000 Penalty: 4809.018555
	Iteration 21Q: 3 clusters Score -2220755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2220782.750000 Penalty: 4809.018555
	Iteration 22Q: 3 clusters Score -2220783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2220810.500000 Penalty: 4809.018555
	Iteration 23Q: 3 clusters Score -2220810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2220832.250000 Penalty: 4809.018555
	Iteration 24Q: 3 clusters Score -2220832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2220853.750000 Penalty: 4809.018555
	Iteration 25Q: 3 clusters Score -2220854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2220867.500000 Penalty: 4809.018555
	Iteration 26Q: 3 clusters Score -2220868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2220880.500000 Penalty: 4809.018555
	Iteration 27Q: 3 clusters Score -2220880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2220897.000000 Penalty: 4809.018555
	Iteration 28Q: 3 clusters Score -2220897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2220909.500000 Penalty: 4809.018555
	Iteration 29Q: 3 clusters Score -2220910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2220921.000000 Penalty: 4809.018555
	Iteration 30Q: 3 clusters Score -2220921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2220932.750000 Penalty: 4809.018555
	Iteration 31Q: 3 clusters Score -2220933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2220936.000000 Penalty: 4809.018555
	Iteration 32Q: 3 clusters Score -2220936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2220946.750000 Penalty: 4809.018555
	Iteration 33Q: 3 clusters Score -2220947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2220954.500000 Penalty: 4809.018555
	Iteration 34Q: 3 clusters Score -2220954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2220962.000000 Penalty: 4809.018555
	Iteration 35Q: 3 clusters Score -2220962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2220964.250000 Penalty: 4809.018555
	Iteration 36Q: 3 clusters Score -2220964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2220969.000000 Penalty: 4809.018555
	Iteration 37Q: 3 clusters Score -2220969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2220976.750000 Penalty: 4809.018555
	Iteration 38Q: 3 clusters Score -2220977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2220984.000000 Penalty: 4809.018555
	Iteration 39Q: 3 clusters Score -2220984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2220986.250000 Penalty: 4809.018555
	Iteration 40F: 3 clusters Score -2220986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2220992.750000 Penalty: 4809.018555
	Iteration 41Q: 3 clusters Score -2220993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2220994.750000 Penalty: 4809.018555
	Iteration 42Q: 3 clusters Score -2220995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2220989.750000 Penalty: 4809.018555
	Iteration 43Q: 3 clusters Score -2220990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2220999.000000 Penalty: 4809.018555
	Iteration 44Q: 3 clusters Score -2220999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2221006.250000 Penalty: 4809.018555
	Iteration 45Q: 3 clusters Score -2221006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2221002.750000 Penalty: 4809.018555
	Iteration 46Q: 3 clusters Score -2221003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2221009.000000 Penalty: 4809.018555
	Iteration 47Q: 3 clusters Score -2221009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2221010.750000 Penalty: 4809.018555
	Iteration 48Q: 3 clusters Score -2221011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2221009.500000 Penalty: 4809.018555
	Iteration 49Q: 3 clusters Score -2221010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2221009.000000 Penalty: 4809.018555
	Iteration 50Q: 3 clusters Score -2221009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2221008.000000 Penalty: 4809.018555
	Iteration 51Q: 3 clusters Score -2221008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2221008.250000 Penalty: 4809.018555
	Iteration 52Q: 3 clusters Score -2221008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2221012.750000 Penalty: 4809.018555
	Iteration 53Q: 3 clusters Score -2221013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2221013.250000 Penalty: 4809.018555
	Iteration 54Q: 3 clusters Score -2221013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2221012.500000 Penalty: 4809.018555
	Iteration 55Q: 3 clusters Score -2221012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2221015.250000 Penalty: 4809.018555
	Iteration 56Q: 3 clusters Score -2221015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2221020.500000 Penalty: 4809.018555
	Iteration 57Q: 3 clusters Score -2221020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2221024.750000 Penalty: 4809.018555
	Iteration 58Q: 3 clusters Score -2221025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2221024.000000 Penalty: 4809.018555
	Iteration 59Q: 3 clusters Score -2221024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2221024.750000 Penalty: 4809.018555
	Iteration 60F: 3 clusters Score -2221025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2221030.000000 Penalty: 4809.018555
	Iteration 61Q: 3 clusters Score -2221030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2221036.500000 Penalty: 4809.018555
	Iteration 62Q: 3 clusters Score -2221036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2221053.000000 Penalty: 4809.018555
	Iteration 63Q: 3 clusters Score -2221053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2221048.750000 Penalty: 4809.018555
	Iteration 64Q: 3 clusters Score -2221049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2221051.750000 Penalty: 4809.018555
	Iteration 65Q: 3 clusters Score -2221052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2221058.500000 Penalty: 4809.018555
	Iteration 66Q: 3 clusters Score -2221058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2221061.500000 Penalty: 4809.018555
	Iteration 67Q: 3 clusters Score -2221062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2221068.750000 Penalty: 4809.018555
	Iteration 68Q: 3 clusters Score -2221069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2221080.500000 Penalty: 4809.018555
	Iteration 69Q: 3 clusters Score -2221080 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2221105.750000 Penalty: 4809.018555
	Iteration 70Q: 3 clusters Score -2221106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2221128.250000 Penalty: 4809.018555
	Iteration 71Q: 3 clusters Score -2221128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2221162.750000 Penalty: 4809.018555
	Iteration 72Q: 3 clusters Score -2221163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2221210.000000 Penalty: 4809.018555
	Iteration 73Q: 3 clusters Score -2221210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2221267.750000 Penalty: 4809.018555
	Iteration 74Q: 3 clusters Score -2221268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2221375.250000 Penalty: 4809.018555
	Iteration 75Q: 3 clusters Score -2221375 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2221499.750000 Penalty: 4809.018555
	Iteration 76Q: 3 clusters Score -2221500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2221621.250000 Penalty: 4809.018555
	Iteration 77Q: 3 clusters Score -2221621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2221746.000000 Penalty: 4809.018555
	Iteration 78Q: 3 clusters Score -2221746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2221826.000000 Penalty: 4809.018555
	Iteration 79Q: 3 clusters Score -2221826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2221848.750000 Penalty: 4809.018555
	Iteration 80F: 3 clusters Score -2221849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2221862.000000 Penalty: 4809.018555
	Iteration 81Q: 3 clusters Score -2221862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2221871.250000 Penalty: 4809.018555
	Iteration 82Q: 3 clusters Score -2221871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2221873.750000 Penalty: 4809.018555
	Iteration 83Q: 3 clusters Score -2221874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2221876.250000 Penalty: 4809.018555
	Iteration 84Q: 3 clusters Score -2221876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2221876.250000 Penalty: 4809.018555
	Iteration 85F: 3 clusters Score -2221876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 48913 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Entering Unmasked Estep 
Score: -104080872.000000 Penalty: 70075.468750
Splitting cluster 2 changes total score from -104040456.000000 to -104080872.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (17378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Entering Unmasked Estep 
Score: -2595739.750000 Penalty: 2421.214111
	Iteration 0F: 2 clusters Score -2595740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2583378.000000 Penalty: 4842.428223
	Iteration 0F: 3 clusters Score -2583378 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2587430.250000 Penalty: 4842.428223
	Iteration 1F: 3 clusters Score -2587430 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2587988.000000 Penalty: 4842.428223
	Iteration 2F: 3 clusters Score -2587988 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2588617.000000 Penalty: 4842.428223
	Iteration 3F: 3 clusters Score -2588617 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2589291.250000 Penalty: 4842.428223
	Iteration 4F: 3 clusters Score -2589291 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2589959.250000 Penalty: 4842.428223
	Iteration 5F: 3 clusters Score -2589959 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2590617.250000 Penalty: 4842.428223
	Iteration 6F: 3 clusters Score -2590617 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2591274.750000 Penalty: 4842.428223
	Iteration 7F: 3 clusters Score -2591275 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2591783.000000 Penalty: 4842.428223
	Iteration 8Q: 3 clusters Score -2591783 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2592155.000000 Penalty: 4842.428223
	Iteration 9Q: 3 clusters Score -2592155 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2592459.250000 Penalty: 4842.428223
	Iteration 10Q: 3 clusters Score -2592459 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2592748.750000 Penalty: 4842.428223
	Iteration 11Q: 3 clusters Score -2592749 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2592989.750000 Penalty: 4842.428223
	Iteration 12Q: 3 clusters Score -2592990 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2593191.500000 Penalty: 4842.428223
	Iteration 13Q: 3 clusters Score -2593192 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2593357.250000 Penalty: 4842.428223
	Iteration 14Q: 3 clusters Score -2593357 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2593510.500000 Penalty: 4842.428223
	Iteration 15Q: 3 clusters Score -2593510 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2593649.500000 Penalty: 4842.428223
	Iteration 16Q: 3 clusters Score -2593650 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2593763.500000 Penalty: 4842.428223
	Iteration 17Q: 3 clusters Score -2593764 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2593854.250000 Penalty: 4842.428223
	Iteration 18Q: 3 clusters Score -2593854 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2593937.500000 Penalty: 4842.428223
	Iteration 19Q: 3 clusters Score -2593938 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2594012.250000 Penalty: 4842.428223
	Iteration 20F: 3 clusters Score -2594012 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2594090.750000 Penalty: 4842.428223
	Iteration 21Q: 3 clusters Score -2594091 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2594142.000000 Penalty: 4842.428223
	Iteration 22Q: 3 clusters Score -2594142 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2594192.250000 Penalty: 4842.428223
	Iteration 23Q: 3 clusters Score -2594192 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2594227.500000 Penalty: 4842.428223
	Iteration 24Q: 3 clusters Score -2594228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2594271.750000 Penalty: 4842.428223
	Iteration 25Q: 3 clusters Score -2594272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2594326.000000 Penalty: 4842.428223
	Iteration 26Q: 3 clusters Score -2594326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2594359.000000 Penalty: 4842.428223
	Iteration 27Q: 3 clusters Score -2594359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2594376.000000 Penalty: 4842.428223
	Iteration 28Q: 3 clusters Score -2594376 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2594414.000000 Penalty: 4842.428223
	Iteration 29Q: 3 clusters Score -2594414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2594425.250000 Penalty: 4842.428223
	Iteration 30Q: 3 clusters Score -2594425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2594443.500000 Penalty: 4842.428223
	Iteration 31Q: 3 clusters Score -2594444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2594459.000000 Penalty: 4842.428223
	Iteration 32Q: 3 clusters Score -2594459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2594460.500000 Penalty: 4842.428223
	Iteration 33Q: 3 clusters Score -2594460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2594477.000000 Penalty: 4842.428223
	Iteration 34Q: 3 clusters Score -2594477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2594490.250000 Penalty: 4842.428223
	Iteration 35Q: 3 clusters Score -2594490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2594498.750000 Penalty: 4842.428223
	Iteration 36Q: 3 clusters Score -2594499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2594503.000000 Penalty: 4842.428223
	Iteration 37Q: 3 clusters Score -2594503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2594509.500000 Penalty: 4842.428223
	Iteration 38Q: 3 clusters Score -2594510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2594514.500000 Penalty: 4842.428223
	Iteration 39Q: 3 clusters Score -2594514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2594517.500000 Penalty: 4842.428223
	Iteration 40F: 3 clusters Score -2594518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2594522.250000 Penalty: 4842.428223
	Iteration 41Q: 3 clusters Score -2594522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2594525.250000 Penalty: 4842.428223
	Iteration 42Q: 3 clusters Score -2594525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2594524.250000 Penalty: 4842.428223
	Iteration 43Q: 3 clusters Score -2594524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2594526.000000 Penalty: 4842.428223
	Iteration 44Q: 3 clusters Score -2594526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2594528.250000 Penalty: 4842.428223
	Iteration 45Q: 3 clusters Score -2594528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2594530.500000 Penalty: 4842.428223
	Iteration 46Q: 3 clusters Score -2594530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2594535.250000 Penalty: 4842.428223
	Iteration 47Q: 3 clusters Score -2594535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2594537.250000 Penalty: 4842.428223
	Iteration 48Q: 3 clusters Score -2594537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2594537.750000 Penalty: 4842.428223
	Iteration 49Q: 3 clusters Score -2594538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2594543.250000 Penalty: 4842.428223
	Iteration 50Q: 3 clusters Score -2594543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2594538.000000 Penalty: 4842.428223
	Iteration 51Q: 3 clusters Score -2594538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2594536.750000 Penalty: 4842.428223
	Iteration 52Q: 3 clusters Score -2594537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2594542.250000 Penalty: 4842.428223
	Iteration 53Q: 3 clusters Score -2594542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2594542.250000 Penalty: 4842.428223
	Iteration 54Q: 3 clusters Score -2594542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2594542.250000 Penalty: 4842.428223
	Iteration 55F: 3 clusters Score -2594542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (50425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Entering Unmasked Estep 
Score: -7711110.000000 Penalty: 2685.404053
	Iteration 0F: 2 clusters Score -7711110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -7677158.500000 Penalty: 5370.808105
	Iteration 0F: 3 clusters Score -7677158 nChanged 23211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -7690201.500000 Penalty: 5370.808105
	Iteration 1F: 3 clusters Score -7690202 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -7691274.000000 Penalty: 5370.808105
	Iteration 2Q: 3 clusters Score -7691274 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7693172.500000 Penalty: 5370.808105
	Iteration 3F: 3 clusters Score -7693172 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -7696236.000000 Penalty: 5370.808105
	Iteration 4F: 3 clusters Score -7696236 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7700617.500000 Penalty: 5370.808105
	Iteration 5F: 3 clusters Score -7700618 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7705276.000000 Penalty: 5370.808105
	Iteration 6F: 3 clusters Score -7705276 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -7708462.500000 Penalty: 5370.808105
	Iteration 7F: 3 clusters Score -7708462 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -7709859.500000 Penalty: 5370.808105
	Iteration 8F: 3 clusters Score -7709860 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -7710377.500000 Penalty: 5370.808105
	Iteration 9Q: 3 clusters Score -7710378 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -7710556.500000 Penalty: 5370.808105
	Iteration 10Q: 3 clusters Score -7710556 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -7710661.500000 Penalty: 5370.808105
	Iteration 11Q: 3 clusters Score -7710662 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7710733.000000 Penalty: 5370.808105
	Iteration 12Q: 3 clusters Score -7710733 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -7710779.000000 Penalty: 5370.808105
	Iteration 13Q: 3 clusters Score -7710779 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -7710810.500000 Penalty: 5370.808105
	Iteration 14Q: 3 clusters Score -7710810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7710827.000000 Penalty: 5370.808105
	Iteration 15Q: 3 clusters Score -7710827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -7710820.500000 Penalty: 5370.808105
	Iteration 16Q: 3 clusters Score -7710820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -7710842.500000 Penalty: 5370.808105
	Iteration 17Q: 3 clusters Score -7710842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7710842.500000 Penalty: 5370.808105
	Iteration 18Q: 3 clusters Score -7710842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7710864.500000 Penalty: 5370.808105
	Iteration 19Q: 3 clusters Score -7710864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -7710885.000000 Penalty: 5370.808105
	Iteration 20F: 3 clusters Score -7710885 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -7710884.000000 Penalty: 5370.808105
	Iteration 21Q: 3 clusters Score -7710884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7710909.500000 Penalty: 5370.808105
	Iteration 22Q: 3 clusters Score -7710910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7710911.500000 Penalty: 5370.808105
	Iteration 23Q: 3 clusters Score -7710912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7710906.000000 Penalty: 5370.808105
	Iteration 24Q: 3 clusters Score -7710906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -7710896.500000 Penalty: 5370.808105
	Iteration 25Q: 3 clusters Score -7710896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -7710898.000000 Penalty: 5370.808105
	Iteration 26Q: 3 clusters Score -7710898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -7710918.000000 Penalty: 5370.808105
	Iteration 27Q: 3 clusters Score -7710918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -7710919.500000 Penalty: 5370.808105
	Iteration 28Q: 3 clusters Score -7710920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -7710937.000000 Penalty: 5370.808105
	Iteration 29Q: 3 clusters Score -7710937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -7710925.000000 Penalty: 5370.808105
	Iteration 30Q: 3 clusters Score -7710925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -7710935.500000 Penalty: 5370.808105
	Iteration 31Q: 3 clusters Score -7710936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -7710937.000000 Penalty: 5370.808105
	Iteration 32Q: 3 clusters Score -7710937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -7710945.500000 Penalty: 5370.808105
	Iteration 33Q: 3 clusters Score -7710946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -7710946.000000 Penalty: 5370.808105
	Iteration 34Q: 3 clusters Score -7710946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7710962.500000 Penalty: 5370.808105
	Iteration 35Q: 3 clusters Score -7710962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -7710957.500000 Penalty: 5370.808105
	Iteration 36Q: 3 clusters Score -7710958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -7710938.000000 Penalty: 5370.808105
	Iteration 37Q: 3 clusters Score -7710938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7710945.500000 Penalty: 5370.808105
	Iteration 38Q: 3 clusters Score -7710946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7710963.000000 Penalty: 5370.808105
	Iteration 39Q: 3 clusters Score -7710963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7710969.000000 Penalty: 5370.808105
	Iteration 40F: 3 clusters Score -7710969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -7710969.000000 Penalty: 5370.808105
	Iteration 41Q: 3 clusters Score -7710969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7710965.500000 Penalty: 5370.808105
	Iteration 42Q: 3 clusters Score -7710966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -7710977.000000 Penalty: 5370.808105
	Iteration 43Q: 3 clusters Score -7710977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7710966.500000 Penalty: 5370.808105
	Iteration 44Q: 3 clusters Score -7710966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -7710969.000000 Penalty: 5370.808105
	Iteration 45Q: 3 clusters Score -7710969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -7710987.500000 Penalty: 5370.808105
	Iteration 46Q: 3 clusters Score -7710988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7710990.500000 Penalty: 5370.808105
	Iteration 47Q: 3 clusters Score -7710990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -7710997.000000 Penalty: 5370.808105
	Iteration 48Q: 3 clusters Score -7710997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -7710985.500000 Penalty: 5370.808105
	Iteration 49Q: 3 clusters Score -7710986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -7710973.000000 Penalty: 5370.808105
	Iteration 50Q: 3 clusters Score -7710973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7710977.000000 Penalty: 5370.808105
	Iteration 51Q: 3 clusters Score -7710977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7710990.000000 Penalty: 5370.808105
	Iteration 52Q: 3 clusters Score -7710990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -7710993.500000 Penalty: 5370.808105
	Iteration 53Q: 3 clusters Score -7710994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -7710999.500000 Penalty: 5370.808105
	Iteration 54Q: 3 clusters Score -7711000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -7711000.000000 Penalty: 5370.808105
	Iteration 55Q: 3 clusters Score -7711000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -7710992.500000 Penalty: 5370.808105
	Iteration 56Q: 3 clusters Score -7710992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -7710988.000000 Penalty: 5370.808105
	Iteration 57Q: 3 clusters Score -7710988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -7711001.500000 Penalty: 5370.808105
	Iteration 58Q: 3 clusters Score -7711002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7711003.000000 Penalty: 5370.808105
	Iteration 59Q: 3 clusters Score -7711003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7711001.500000 Penalty: 5370.808105
	Iteration 60F: 3 clusters Score -7711002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -7710992.500000 Penalty: 5370.808105
	Iteration 61Q: 3 clusters Score -7710992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -7710999.000000 Penalty: 5370.808105
	Iteration 62Q: 3 clusters Score -7710999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -7710999.000000 Penalty: 5370.808105
	Iteration 63F: 3 clusters Score -7710999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -556087.250000 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -556087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -552382.312500 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -552382.3 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -553605.312500 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -553605.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -554924.750000 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -554924.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -556580.500000 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -556580.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -557355.562500 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -557355.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -557628.750000 Penalty: 4097.716797
	Iteration 5F: 3 clusters Score -557628.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -557743.312500 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -557743.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -557839.000000 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -557839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -557919.187500 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -557919.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -558048.437500 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -558048.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -558149.375000 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -558149.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -558280.375000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -558280.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -558346.875000 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -558346.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -558365.125000 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -558365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -558375.687500 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -558375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -558378.625000 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -558378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -558379.250000 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -558379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -558384.687500 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -558384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -558390.812500 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -558390.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -558394.812500 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -558394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -558396.500000 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -558396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -558397.937500 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -558397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -558398.125000 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -558398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -558398.125000 Penalty: 4097.716797
	Iteration 23F: 3 clusters Score -558398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 48913 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Entering Unmasked Estep 
Score: -104081680.000000 Penalty: 73412.390625
Splitting cluster 6 changes total score from -104040456.000000 to -104081680.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (48913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Entering Unmasked Estep 
Score: -7375030.500000 Penalty: 2677.854004
	Iteration 0F: 2 clusters Score -7375030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -7342036.000000 Penalty: 5355.708008
	Iteration 0F: 3 clusters Score -7342036 nChanged 22503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7355309.000000 Penalty: 5355.708008
	Iteration 1F: 3 clusters Score -7355309 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -7356892.000000 Penalty: 5355.708008
	Iteration 2Q: 3 clusters Score -7356892 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -7358699.500000 Penalty: 5355.708008
	Iteration 3F: 3 clusters Score -7358700 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -7360577.000000 Penalty: 5355.708008
	Iteration 4F: 3 clusters Score -7360577 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -7362268.500000 Penalty: 5355.708008
	Iteration 5F: 3 clusters Score -7362268 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -7363776.500000 Penalty: 5355.708008
	Iteration 6F: 3 clusters Score -7363776 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -7365029.000000 Penalty: 5355.708008
	Iteration 7F: 3 clusters Score -7365029 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -7366110.000000 Penalty: 5355.708008
	Iteration 8F: 3 clusters Score -7366110 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7367042.000000 Penalty: 5355.708008
	Iteration 9Q: 3 clusters Score -7367042 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7367714.500000 Penalty: 5355.708008
	Iteration 10Q: 3 clusters Score -7367714 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7368349.500000 Penalty: 5355.708008
	Iteration 11Q: 3 clusters Score -7368350 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -7369000.000000 Penalty: 5355.708008
	Iteration 12Q: 3 clusters Score -7369000 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -7369805.000000 Penalty: 5355.708008
	Iteration 13Q: 3 clusters Score -7369805 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -7370681.000000 Penalty: 5355.708008
	Iteration 14Q: 3 clusters Score -7370681 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -7371727.000000 Penalty: 5355.708008
	Iteration 15Q: 3 clusters Score -7371727 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -7372867.500000 Penalty: 5355.708008
	Iteration 16Q: 3 clusters Score -7372868 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -7374072.000000 Penalty: 5355.708008
	Iteration 17Q: 3 clusters Score -7374072 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7374876.000000 Penalty: 5355.708008
	Iteration 18Q: 3 clusters Score -7374876 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7375340.500000 Penalty: 5355.708008
	Iteration 19Q: 3 clusters Score -7375340 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7375825.500000 Penalty: 5355.708008
	Iteration 20F: 3 clusters Score -7375826 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7376148.500000 Penalty: 5355.708008
	Iteration 21Q: 3 clusters Score -7376148 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7376266.000000 Penalty: 5355.708008
	Iteration 22Q: 3 clusters Score -7376266 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7376329.500000 Penalty: 5355.708008
	Iteration 23Q: 3 clusters Score -7376330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -7376392.500000 Penalty: 5355.708008
	Iteration 24Q: 3 clusters Score -7376392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7376379.500000 Penalty: 5355.708008
	Iteration 25Q: 3 clusters Score -7376380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7376404.500000 Penalty: 5355.708008
	Iteration 26Q: 3 clusters Score -7376404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7376401.000000 Penalty: 5355.708008
	Iteration 27Q: 3 clusters Score -7376401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7376405.000000 Penalty: 5355.708008
	Iteration 28Q: 3 clusters Score -7376405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7376420.000000 Penalty: 5355.708008
	Iteration 29Q: 3 clusters Score -7376420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7376428.500000 Penalty: 5355.708008
	Iteration 30Q: 3 clusters Score -7376428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7376431.000000 Penalty: 5355.708008
	Iteration 31Q: 3 clusters Score -7376431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7376425.500000 Penalty: 5355.708008
	Iteration 32Q: 3 clusters Score -7376426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7376438.000000 Penalty: 5355.708008
	Iteration 33Q: 3 clusters Score -7376438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7376441.500000 Penalty: 5355.708008
	Iteration 34Q: 3 clusters Score -7376442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -7376439.500000 Penalty: 5355.708008
	Iteration 35Q: 3 clusters Score -7376440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7376454.500000 Penalty: 5355.708008
	Iteration 36Q: 3 clusters Score -7376454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7376450.000000 Penalty: 5355.708008
	Iteration 37Q: 3 clusters Score -7376450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7376447.500000 Penalty: 5355.708008
	Iteration 38Q: 3 clusters Score -7376448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7376444.000000 Penalty: 5355.708008
	Iteration 39Q: 3 clusters Score -7376444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7376439.000000 Penalty: 5355.708008
	Iteration 40F: 3 clusters Score -7376439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7376430.500000 Penalty: 5355.708008
	Iteration 41Q: 3 clusters Score -7376430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7376435.000000 Penalty: 5355.708008
	Iteration 42Q: 3 clusters Score -7376435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7376426.000000 Penalty: 5355.708008
	Iteration 43Q: 3 clusters Score -7376426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7376444.000000 Penalty: 5355.708008
	Iteration 44Q: 3 clusters Score -7376444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7376446.000000 Penalty: 5355.708008
	Iteration 45Q: 3 clusters Score -7376446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7376446.000000 Penalty: 5355.708008
	Iteration 46F: 3 clusters Score -7376446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Entering Unmasked Estep 
Score: -104081744.000000 Penalty: 76749.320312
Splitting cluster 7 changes total score from -104040456.000000 to -104081744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (153703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Entering Unmasked Estep 
Score: -23591046.000000 Penalty: 2961.808838
	Iteration 0F: 2 clusters Score -2.359105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -23516604.000000 Penalty: 5923.617676
	Iteration 0F: 3 clusters Score -2.35166e+07 nChanged 73765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -23560034.000000 Penalty: 5923.617676
	Iteration 1F: 3 clusters Score -2.356003e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -23562092.000000 Penalty: 5923.617676
	Iteration 2Q: 3 clusters Score -2.356209e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -23564816.000000 Penalty: 5923.617676
	Iteration 3Q: 3 clusters Score -2.356482e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -23568478.000000 Penalty: 5923.617676
	Iteration 4Q: 3 clusters Score -2.356848e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -23572916.000000 Penalty: 5923.617676
	Iteration 5F: 3 clusters Score -2.357292e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -23579078.000000 Penalty: 5923.617676
	Iteration 6F: 3 clusters Score -2.357908e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -23585460.000000 Penalty: 5923.617676
	Iteration 7F: 3 clusters Score -2.358546e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113648 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -23591004.000000 Penalty: 5923.617676
	Iteration 8F: 3 clusters Score -2.3591e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115084 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -23594192.000000 Penalty: 5923.617676
	Iteration 9Q: 3 clusters Score -2.359419e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -23595808.000000 Penalty: 5923.617676
	Iteration 10Q: 3 clusters Score -2.359581e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114928 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -23596436.000000 Penalty: 5923.617676
	Iteration 11Q: 3 clusters Score -2.359644e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -23596928.000000 Penalty: 5923.617676
	Iteration 12Q: 3 clusters Score -2.359693e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -23597222.000000 Penalty: 5923.617676
	Iteration 13Q: 3 clusters Score -2.359722e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -23597358.000000 Penalty: 5923.617676
	Iteration 14Q: 3 clusters Score -2.359736e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -23597434.000000 Penalty: 5923.617676
	Iteration 15Q: 3 clusters Score -2.359743e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -23597446.000000 Penalty: 5923.617676
	Iteration 16Q: 3 clusters Score -2.359745e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111227 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -23597558.000000 Penalty: 5923.617676
	Iteration 17Q: 3 clusters Score -2.359756e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -23597542.000000 Penalty: 5923.617676
	Iteration 18Q: 3 clusters Score -2.359754e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109838 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -23597618.000000 Penalty: 5923.617676
	Iteration 19Q: 3 clusters Score -2.359762e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109112 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -23597820.000000 Penalty: 5923.617676
	Iteration 20F: 3 clusters Score -2.359782e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -23597986.000000 Penalty: 5923.617676
	Iteration 21Q: 3 clusters Score -2.359799e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -23597998.000000 Penalty: 5923.617676
	Iteration 22Q: 3 clusters Score -2.3598e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -23598058.000000 Penalty: 5923.617676
	Iteration 23Q: 3 clusters Score -2.359806e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -23598118.000000 Penalty: 5923.617676
	Iteration 24Q: 3 clusters Score -2.359812e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -23598142.000000 Penalty: 5923.617676
	Iteration 25Q: 3 clusters Score -2.359814e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -23598310.000000 Penalty: 5923.617676
	Iteration 26Q: 3 clusters Score -2.359831e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -23598238.000000 Penalty: 5923.617676
	Iteration 27Q: 3 clusters Score -2.359824e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -23598268.000000 Penalty: 5923.617676
	Iteration 28Q: 3 clusters Score -2.359827e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -23598288.000000 Penalty: 5923.617676
	Iteration 29Q: 3 clusters Score -2.359829e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -23598370.000000 Penalty: 5923.617676
	Iteration 30Q: 3 clusters Score -2.359837e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -23598534.000000 Penalty: 5923.617676
	Iteration 31Q: 3 clusters Score -2.359853e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -23598706.000000 Penalty: 5923.617676
	Iteration 32Q: 3 clusters Score -2.359871e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100087 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -23598808.000000 Penalty: 5923.617676
	Iteration 33Q: 3 clusters Score -2.359881e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -23598756.000000 Penalty: 5923.617676
	Iteration 34Q: 3 clusters Score -2.359876e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -23598824.000000 Penalty: 5923.617676
	Iteration 35Q: 3 clusters Score -2.359882e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -23598786.000000 Penalty: 5923.617676
	Iteration 36Q: 3 clusters Score -2.359879e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -23598920.000000 Penalty: 5923.617676
	Iteration 37Q: 3 clusters Score -2.359892e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -23598946.000000 Penalty: 5923.617676
	Iteration 38Q: 3 clusters Score -2.359895e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -23598984.000000 Penalty: 5923.617676
	Iteration 39Q: 3 clusters Score -2.359898e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -23599012.000000 Penalty: 5923.617676
	Iteration 40F: 3 clusters Score -2.359901e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -23599084.000000 Penalty: 5923.617676
	Iteration 41Q: 3 clusters Score -2.359908e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -23599050.000000 Penalty: 5923.617676
	Iteration 42Q: 3 clusters Score -2.359905e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -23599122.000000 Penalty: 5923.617676
	Iteration 43Q: 3 clusters Score -2.359912e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -23599222.000000 Penalty: 5923.617676
	Iteration 44Q: 3 clusters Score -2.359922e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -23599218.000000 Penalty: 5923.617676
	Iteration 45Q: 3 clusters Score -2.359922e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -23599222.000000 Penalty: 5923.617676
	Iteration 46Q: 3 clusters Score -2.359922e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -23599250.000000 Penalty: 5923.617676
	Iteration 47Q: 3 clusters Score -2.359925e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -23599300.000000 Penalty: 5923.617676
	Iteration 48Q: 3 clusters Score -2.35993e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -23599242.000000 Penalty: 5923.617676
	Iteration 49Q: 3 clusters Score -2.359924e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -23599284.000000 Penalty: 5923.617676
	Iteration 50Q: 3 clusters Score -2.359928e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -23599306.000000 Penalty: 5923.617676
	Iteration 51Q: 3 clusters Score -2.359931e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -23599402.000000 Penalty: 5923.617676
	Iteration 52Q: 3 clusters Score -2.35994e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -23599544.000000 Penalty: 5923.617676
	Iteration 53Q: 3 clusters Score -2.359954e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -23599644.000000 Penalty: 5923.617676
	Iteration 54Q: 3 clusters Score -2.359964e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -23599890.000000 Penalty: 5923.617676
	Iteration 55Q: 3 clusters Score -2.359989e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -23600032.000000 Penalty: 5923.617676
	Iteration 56Q: 3 clusters Score -2.360003e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -23600280.000000 Penalty: 5923.617676
	Iteration 57Q: 3 clusters Score -2.360028e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -23600490.000000 Penalty: 5923.617676
	Iteration 58Q: 3 clusters Score -2.360049e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -23600652.000000 Penalty: 5923.617676
	Iteration 59Q: 3 clusters Score -2.360065e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -23600942.000000 Penalty: 5923.617676
	Iteration 60F: 3 clusters Score -2.360094e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -23601266.000000 Penalty: 5923.617676
	Iteration 61Q: 3 clusters Score -2.360127e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -23601722.000000 Penalty: 5923.617676
	Iteration 62Q: 3 clusters Score -2.360172e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 86407 members 
Entering Unmasked Estep 
Score: -23602108.000000 Penalty: 5923.617676
	Iteration 63Q: 3 clusters Score -2.360211e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -23602530.000000 Penalty: 5923.617676
	Iteration 64Q: 3 clusters Score -2.360253e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -23602842.000000 Penalty: 5923.617676
	Iteration 65Q: 3 clusters Score -2.360284e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -23603500.000000 Penalty: 5923.617676
	Iteration 66Q: 3 clusters Score -2.36035e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -23603950.000000 Penalty: 5923.617676
	Iteration 67Q: 3 clusters Score -2.360395e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -23604490.000000 Penalty: 5923.617676
	Iteration 68Q: 3 clusters Score -2.360449e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -23604930.000000 Penalty: 5923.617676
	Iteration 69Q: 3 clusters Score -2.360493e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -23604880.000000 Penalty: 5923.617676
	Iteration 70Q: 3 clusters Score -2.360488e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -23604496.000000 Penalty: 5923.617676
	Iteration 71Q: 3 clusters Score -2.36045e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -23603332.000000 Penalty: 5923.617676
	Iteration 72Q: 3 clusters Score -2.360333e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -23600958.000000 Penalty: 5923.617676
	Iteration 73Q: 3 clusters Score -2.360096e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 127252 members 
Entering Unmasked Estep 
Score: -23597568.000000 Penalty: 5923.617676
	Iteration 74Q: 3 clusters Score -2.359757e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -23594366.000000 Penalty: 5923.617676
	Iteration 75Q: 3 clusters Score -2.359437e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -23592322.000000 Penalty: 5923.617676
	Iteration 76Q: 3 clusters Score -2.359232e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 135974 members 
Entering Unmasked Estep 
Score: -23590876.000000 Penalty: 5923.617676
	Iteration 77Q: 3 clusters Score -2.359088e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -23590304.000000 Penalty: 5923.617676
	Iteration 78Q: 3 clusters Score -2.35903e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -23589850.000000 Penalty: 5923.617676
	Iteration 79Q: 3 clusters Score -2.358985e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -23595384.000000 Penalty: 5923.617676
	Iteration 80F: 3 clusters Score -2.359538e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -23592526.000000 Penalty: 5923.617676
	Iteration 81Q: 3 clusters Score -2.359253e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -23590834.000000 Penalty: 5923.617676
	Iteration 82Q: 3 clusters Score -2.359083e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -23589892.000000 Penalty: 5923.617676
	Iteration 83Q: 3 clusters Score -2.358989e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -23589466.000000 Penalty: 5923.617676
	Iteration 84Q: 3 clusters Score -2.358947e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 152068 members 
Entering Unmasked Estep 
Score: -23589298.000000 Penalty: 5923.617676
	Iteration 85Q: 3 clusters Score -2.35893e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -23589220.000000 Penalty: 5923.617676
	Iteration 86Q: 3 clusters Score -2.358922e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -23589152.000000 Penalty: 5923.617676
	Iteration 87Q: 3 clusters Score -2.358915e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 152872 members 
Entering Unmasked Estep 
Score: -23589128.000000 Penalty: 5923.617676
	Iteration 88Q: 3 clusters Score -2.358913e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 152975 members 
Entering Unmasked Estep 
Score: -23589108.000000 Penalty: 5923.617676
	Iteration 89Q: 3 clusters Score -2.358911e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 153049 members 
Entering Unmasked Estep 
Score: -23589102.000000 Penalty: 5923.617676
	Iteration 90Q: 3 clusters Score -2.35891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -23589116.000000 Penalty: 5923.617676
	Iteration 91Q: 3 clusters Score -2.358912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 153103 members 
Entering Unmasked Estep 
Score: -23589124.000000 Penalty: 5923.617676
	Iteration 92Q: 3 clusters Score -2.358912e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 153122 members 
Entering Unmasked Estep 
Score: -23589116.000000 Penalty: 5923.617676
	Iteration 93Q: 3 clusters Score -2.358912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -23589084.000000 Penalty: 5923.617676
	Iteration 94Q: 3 clusters Score -2.358908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -23589078.000000 Penalty: 5923.617676
	Iteration 95Q: 3 clusters Score -2.358908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 153170 members 
Entering Unmasked Estep 
Score: -23589062.000000 Penalty: 5923.617676
	Iteration 96Q: 3 clusters Score -2.358906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 153182 members 
Entering Unmasked Estep 
Score: -23589076.000000 Penalty: 5923.617676
	Iteration 97Q: 3 clusters Score -2.358908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 153188 members 
Entering Unmasked Estep 
Score: -23589074.000000 Penalty: 5923.617676
	Iteration 98Q: 3 clusters Score -2.358907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -23589108.000000 Penalty: 5923.617676
	Iteration 99Q: 3 clusters Score -2.358911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -23589096.000000 Penalty: 5923.617676
	Iteration 100F: 3 clusters Score -2.35891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 153210 members 
Entering Unmasked Estep 
Score: -23589084.000000 Penalty: 5923.617676
	Iteration 101Q: 3 clusters Score -2.358908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 153213 members 
Entering Unmasked Estep 
Score: -23589110.000000 Penalty: 5923.617676
	Iteration 102Q: 3 clusters Score -2.358911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -23589098.000000 Penalty: 5923.617676
	Iteration 103Q: 3 clusters Score -2.35891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -23589116.000000 Penalty: 5923.617676
	Iteration 104Q: 3 clusters Score -2.358912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 153216 members 
Entering Unmasked Estep 
Score: -23589116.000000 Penalty: 5923.617676
	Iteration 105F: 3 clusters Score -2.358912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -474643.281250 Penalty: 2003.514771
	Iteration 0F: 2 clusters Score -474643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -471217.562500 Penalty: 4007.029541
	Iteration 0F: 3 clusters Score -471217.6 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -471943.937500 Penalty: 4007.029541
	Iteration 1F: 3 clusters Score -471943.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -472235.562500 Penalty: 4007.029541
	Iteration 2F: 3 clusters Score -472235.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -472588.531250 Penalty: 4007.029541
	Iteration 3F: 3 clusters Score -472588.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -472957.031250 Penalty: 4007.029541
	Iteration 4F: 3 clusters Score -472957 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -473246.906250 Penalty: 4007.029541
	Iteration 5F: 3 clusters Score -473246.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -473441.562500 Penalty: 4007.029541
	Iteration 6F: 3 clusters Score -473441.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -473579.968750 Penalty: 4007.029541
	Iteration 7Q: 3 clusters Score -473580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -473683.406250 Penalty: 4007.029541
	Iteration 8Q: 3 clusters Score -473683.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -473787.062500 Penalty: 4007.029541
	Iteration 9Q: 3 clusters Score -473787.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -473863.156250 Penalty: 4007.029541
	Iteration 10Q: 3 clusters Score -473863.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -473917.187500 Penalty: 4007.029541
	Iteration 11Q: 3 clusters Score -473917.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -473949.812500 Penalty: 4007.029541
	Iteration 12Q: 3 clusters Score -473949.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -473973.281250 Penalty: 4007.029541
	Iteration 13Q: 3 clusters Score -473973.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -473989.406250 Penalty: 4007.029541
	Iteration 14Q: 3 clusters Score -473989.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -474002.156250 Penalty: 4007.029541
	Iteration 15Q: 3 clusters Score -474002.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -474010.968750 Penalty: 4007.029541
	Iteration 16Q: 3 clusters Score -474011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -474018.250000 Penalty: 4007.029541
	Iteration 17Q: 3 clusters Score -474018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -474021.750000 Penalty: 4007.029541
	Iteration 18Q: 3 clusters Score -474021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -474024.875000 Penalty: 4007.029541
	Iteration 19Q: 3 clusters Score -474024.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -474028.250000 Penalty: 4007.029541
	Iteration 20F: 3 clusters Score -474028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474029.312500 Penalty: 4007.029541
	Iteration 21Q: 3 clusters Score -474029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -474031.250000 Penalty: 4007.029541
	Iteration 22Q: 3 clusters Score -474031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474030.625000 Penalty: 4007.029541
	Iteration 23Q: 3 clusters Score -474030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474030.625000 Penalty: 4007.029541
	Iteration 24F: 3 clusters Score -474030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Entering Unmasked Estep 
Score: -2838721.000000 Penalty: 2438.866211
	Iteration 0F: 2 clusters Score -2838721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2825477.750000 Penalty: 4877.732422
	Iteration 0F: 3 clusters Score -2825478 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2829975.250000 Penalty: 4877.732422
	Iteration 1F: 3 clusters Score -2829975 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2830487.000000 Penalty: 4877.732422
	Iteration 2F: 3 clusters Score -2830487 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2830934.750000 Penalty: 4877.732422
	Iteration 3F: 3 clusters Score -2830935 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2831312.000000 Penalty: 4877.732422
	Iteration 4Q: 3 clusters Score -2831312 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2831695.500000 Penalty: 4877.732422
	Iteration 5Q: 3 clusters Score -2831696 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2832135.000000 Penalty: 4877.732422
	Iteration 6Q: 3 clusters Score -2832135 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2832699.750000 Penalty: 4877.732422
	Iteration 7F: 3 clusters Score -2832700 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2833450.250000 Penalty: 4877.732422
	Iteration 8F: 3 clusters Score -2833450 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2834346.250000 Penalty: 4877.732422
	Iteration 9F: 3 clusters Score -2834346 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2835153.500000 Penalty: 4877.732422
	Iteration 10F: 3 clusters Score -2835154 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2835647.750000 Penalty: 4877.732422
	Iteration 11Q: 3 clusters Score -2835648 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2835982.750000 Penalty: 4877.732422
	Iteration 12Q: 3 clusters Score -2835983 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2836189.500000 Penalty: 4877.732422
	Iteration 13Q: 3 clusters Score -2836190 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2836343.000000 Penalty: 4877.732422
	Iteration 14Q: 3 clusters Score -2836343 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2836487.500000 Penalty: 4877.732422
	Iteration 15Q: 3 clusters Score -2836488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2836621.750000 Penalty: 4877.732422
	Iteration 16Q: 3 clusters Score -2836622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2836722.250000 Penalty: 4877.732422
	Iteration 17Q: 3 clusters Score -2836722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2836826.500000 Penalty: 4877.732422
	Iteration 18Q: 3 clusters Score -2836826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2836944.000000 Penalty: 4877.732422
	Iteration 19Q: 3 clusters Score -2836944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2837042.750000 Penalty: 4877.732422
	Iteration 20F: 3 clusters Score -2837043 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2837118.000000 Penalty: 4877.732422
	Iteration 21Q: 3 clusters Score -2837118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2837187.500000 Penalty: 4877.732422
	Iteration 22Q: 3 clusters Score -2837188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2837227.500000 Penalty: 4877.732422
	Iteration 23Q: 3 clusters Score -2837228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2837276.000000 Penalty: 4877.732422
	Iteration 24Q: 3 clusters Score -2837276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2837299.750000 Penalty: 4877.732422
	Iteration 25Q: 3 clusters Score -2837300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2837319.500000 Penalty: 4877.732422
	Iteration 26Q: 3 clusters Score -2837320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2837330.500000 Penalty: 4877.732422
	Iteration 27Q: 3 clusters Score -2837330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2837336.000000 Penalty: 4877.732422
	Iteration 28Q: 3 clusters Score -2837336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2837340.000000 Penalty: 4877.732422
	Iteration 29Q: 3 clusters Score -2837340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2837344.000000 Penalty: 4877.732422
	Iteration 30Q: 3 clusters Score -2837344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2837343.250000 Penalty: 4877.732422
	Iteration 31Q: 3 clusters Score -2837343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2837345.500000 Penalty: 4877.732422
	Iteration 32Q: 3 clusters Score -2837346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2837345.250000 Penalty: 4877.732422
	Iteration 33Q: 3 clusters Score -2837345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2837345.250000 Penalty: 4877.732422
	Iteration 34F: 3 clusters Score -2837345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Entering Unmasked Estep 
Score: -4291958.500000 Penalty: 2546.754639
	Iteration 0F: 2 clusters Score -4291958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4272060.500000 Penalty: 5093.509277
	Iteration 0F: 3 clusters Score -4272060 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4280335.500000 Penalty: 5093.509277
	Iteration 1F: 3 clusters Score -4280336 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4282854.000000 Penalty: 5093.509277
	Iteration 2F: 3 clusters Score -4282854 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4285855.500000 Penalty: 5093.509277
	Iteration 3F: 3 clusters Score -4285856 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4288549.500000 Penalty: 5093.509277
	Iteration 4F: 3 clusters Score -4288550 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4290757.000000 Penalty: 5093.509277
	Iteration 5F: 3 clusters Score -4290757 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4292480.000000 Penalty: 5093.509277
	Iteration 6F: 3 clusters Score -4292480 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4293777.000000 Penalty: 5093.509277
	Iteration 7Q: 3 clusters Score -4293777 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4294491.000000 Penalty: 5093.509277
	Iteration 8Q: 3 clusters Score -4294491 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4294770.500000 Penalty: 5093.509277
	Iteration 9Q: 3 clusters Score -4294770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4294871.000000 Penalty: 5093.509277
	Iteration 10Q: 3 clusters Score -4294871 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4294908.000000 Penalty: 5093.509277
	Iteration 11Q: 3 clusters Score -4294908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4294914.000000 Penalty: 5093.509277
	Iteration 12Q: 3 clusters Score -4294914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4294939.500000 Penalty: 5093.509277
	Iteration 13Q: 3 clusters Score -4294940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4294957.500000 Penalty: 5093.509277
	Iteration 14Q: 3 clusters Score -4294958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4294956.500000 Penalty: 5093.509277
	Iteration 15Q: 3 clusters Score -4294956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4294966.000000 Penalty: 5093.509277
	Iteration 16Q: 3 clusters Score -4294966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4294972.500000 Penalty: 5093.509277
	Iteration 17Q: 3 clusters Score -4294972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4294984.500000 Penalty: 5093.509277
	Iteration 18Q: 3 clusters Score -4294984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4294982.500000 Penalty: 5093.509277
	Iteration 19Q: 3 clusters Score -4294982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4294989.500000 Penalty: 5093.509277
	Iteration 20F: 3 clusters Score -4294990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4294990.500000 Penalty: 5093.509277
	Iteration 21Q: 3 clusters Score -4294990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4294989.500000 Penalty: 5093.509277
	Iteration 22Q: 3 clusters Score -4294990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4295001.500000 Penalty: 5093.509277
	Iteration 23Q: 3 clusters Score -4295002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4295008.000000 Penalty: 5093.509277
	Iteration 24Q: 3 clusters Score -4295008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4295009.500000 Penalty: 5093.509277
	Iteration 25Q: 3 clusters Score -4295010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4295006.000000 Penalty: 5093.509277
	Iteration 26Q: 3 clusters Score -4295006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4295005.000000 Penalty: 5093.509277
	Iteration 27Q: 3 clusters Score -4295005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4295006.000000 Penalty: 5093.509277
	Iteration 28Q: 3 clusters Score -4295006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4295009.000000 Penalty: 5093.509277
	Iteration 29Q: 3 clusters Score -4295009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4295008.500000 Penalty: 5093.509277
	Iteration 30Q: 3 clusters Score -4295008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4295014.000000 Penalty: 5093.509277
	Iteration 31Q: 3 clusters Score -4295014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4295012.000000 Penalty: 5093.509277
	Iteration 32Q: 3 clusters Score -4295012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4295015.500000 Penalty: 5093.509277
	Iteration 33Q: 3 clusters Score -4295016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4295022.500000 Penalty: 5093.509277
	Iteration 34Q: 3 clusters Score -4295022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4295024.000000 Penalty: 5093.509277
	Iteration 35Q: 3 clusters Score -4295024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -4295026.000000 Penalty: 5093.509277
	Iteration 36Q: 3 clusters Score -4295026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4295016.000000 Penalty: 5093.509277
	Iteration 37Q: 3 clusters Score -4295016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -4295011.500000 Penalty: 5093.509277
	Iteration 38Q: 3 clusters Score -4295012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4295014.000000 Penalty: 5093.509277
	Iteration 39Q: 3 clusters Score -4295014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4295010.000000 Penalty: 5093.509277
	Iteration 40F: 3 clusters Score -4295010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4295003.500000 Penalty: 5093.509277
	Iteration 41Q: 3 clusters Score -4295004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -4295010.500000 Penalty: 5093.509277
	Iteration 42Q: 3 clusters Score -4295010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4295007.500000 Penalty: 5093.509277
	Iteration 43Q: 3 clusters Score -4295008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4295007.500000 Penalty: 5093.509277
	Iteration 44F: 3 clusters Score -4295008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Entering Unmasked Estep 
Score: -104084128.000000 Penalty: 80086.250000
Splitting cluster 11 changes total score from -104040456.000000 to -104084128.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1980624.625000 Penalty: 2353.111084
	Iteration 0F: 2 clusters Score -1980625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1971000.500000 Penalty: 4706.222168
	Iteration 0F: 3 clusters Score -1971000 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1974478.875000 Penalty: 4706.222168
	Iteration 1F: 3 clusters Score -1974479 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1975341.750000 Penalty: 4706.222168
	Iteration 2F: 3 clusters Score -1975342 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1976133.625000 Penalty: 4706.222168
	Iteration 3F: 3 clusters Score -1976134 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1976797.625000 Penalty: 4706.222168
	Iteration 4F: 3 clusters Score -1976798 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1977337.750000 Penalty: 4706.222168
	Iteration 5F: 3 clusters Score -1977338 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1977848.500000 Penalty: 4706.222168
	Iteration 6F: 3 clusters Score -1977848 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1978272.250000 Penalty: 4706.222168
	Iteration 7Q: 3 clusters Score -1978272 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1978743.125000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1978743 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1979304.375000 Penalty: 4706.222168
	Iteration 9Q: 3 clusters Score -1979304 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1979974.625000 Penalty: 4706.222168
	Iteration 10Q: 3 clusters Score -1979975 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1980518.625000 Penalty: 4706.222168
	Iteration 11Q: 3 clusters Score -1980519 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1980993.625000 Penalty: 4706.222168
	Iteration 12Q: 3 clusters Score -1980994 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1981438.750000 Penalty: 4706.222168
	Iteration 13Q: 3 clusters Score -1981439 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1981863.500000 Penalty: 4706.222168
	Iteration 14Q: 3 clusters Score -1981864 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1982266.750000 Penalty: 4706.222168
	Iteration 15Q: 3 clusters Score -1982267 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1982593.500000 Penalty: 4706.222168
	Iteration 16Q: 3 clusters Score -1982594 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1982855.375000 Penalty: 4706.222168
	Iteration 17Q: 3 clusters Score -1982855 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1983175.875000 Penalty: 4706.222168
	Iteration 18Q: 3 clusters Score -1983176 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1983607.875000 Penalty: 4706.222168
	Iteration 19Q: 3 clusters Score -1983608 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1984185.500000 Penalty: 4706.222168
	Iteration 20F: 3 clusters Score -1984186 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1984497.375000 Penalty: 4706.222168
	Iteration 21Q: 3 clusters Score -1984497 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1984659.875000 Penalty: 4706.222168
	Iteration 22Q: 3 clusters Score -1984660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1984864.125000 Penalty: 4706.222168
	Iteration 23Q: 3 clusters Score -1984864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1985157.750000 Penalty: 4706.222168
	Iteration 24Q: 3 clusters Score -1985158 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1985288.750000 Penalty: 4706.222168
	Iteration 25Q: 3 clusters Score -1985289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1985306.000000 Penalty: 4706.222168
	Iteration 26Q: 3 clusters Score -1985306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1985307.250000 Penalty: 4706.222168
	Iteration 27Q: 3 clusters Score -1985307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1985307.875000 Penalty: 4706.222168
	Iteration 28Q: 3 clusters Score -1985308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1985312.375000 Penalty: 4706.222168
	Iteration 29Q: 3 clusters Score -1985312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1985316.750000 Penalty: 4706.222168
	Iteration 30F: 3 clusters Score -1985317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1985314.125000 Penalty: 4706.222168
	Iteration 31Q: 3 clusters Score -1985314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1985312.375000 Penalty: 4706.222168
	Iteration 32Q: 3 clusters Score -1985312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1985315.125000 Penalty: 4706.222168
	Iteration 33Q: 3 clusters Score -1985315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1985315.125000 Penalty: 4706.222168
	Iteration 34F: 3 clusters Score -1985315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Entering Unmasked Estep 
Score: -104087904.000000 Penalty: 83423.171875
Splitting cluster 12 changes total score from -104040456.000000 to -104087904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (31626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Entering Unmasked Estep 
Score: -4773356.500000 Penalty: 2569.710205
	Iteration 0F: 2 clusters Score -4773356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4751769.000000 Penalty: 5139.420410
	Iteration 0F: 3 clusters Score -4751769 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -4759842.000000 Penalty: 5139.420410
	Iteration 1F: 3 clusters Score -4759842 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4760833.000000 Penalty: 5139.420410
	Iteration 2F: 3 clusters Score -4760833 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4761916.000000 Penalty: 5139.420410
	Iteration 3F: 3 clusters Score -4761916 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4763094.000000 Penalty: 5139.420410
	Iteration 4F: 3 clusters Score -4763094 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4764305.500000 Penalty: 5139.420410
	Iteration 5F: 3 clusters Score -4764306 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4765510.500000 Penalty: 5139.420410
	Iteration 6F: 3 clusters Score -4765510 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4766612.500000 Penalty: 5139.420410
	Iteration 7F: 3 clusters Score -4766612 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4767572.500000 Penalty: 5139.420410
	Iteration 8F: 3 clusters Score -4767572 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4768399.500000 Penalty: 5139.420410
	Iteration 9Q: 3 clusters Score -4768400 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4769123.500000 Penalty: 5139.420410
	Iteration 10Q: 3 clusters Score -4769124 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4769661.500000 Penalty: 5139.420410
	Iteration 11Q: 3 clusters Score -4769662 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4770124.500000 Penalty: 5139.420410
	Iteration 12Q: 3 clusters Score -4770124 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4770548.500000 Penalty: 5139.420410
	Iteration 13Q: 3 clusters Score -4770548 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4770909.000000 Penalty: 5139.420410
	Iteration 14Q: 3 clusters Score -4770909 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4771214.000000 Penalty: 5139.420410
	Iteration 15Q: 3 clusters Score -4771214 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4771460.500000 Penalty: 5139.420410
	Iteration 16Q: 3 clusters Score -4771460 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4771709.000000 Penalty: 5139.420410
	Iteration 17Q: 3 clusters Score -4771709 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4771943.500000 Penalty: 5139.420410
	Iteration 18Q: 3 clusters Score -4771944 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4772151.000000 Penalty: 5139.420410
	Iteration 19Q: 3 clusters Score -4772151 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4772295.500000 Penalty: 5139.420410
	Iteration 20F: 3 clusters Score -4772296 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4772408.500000 Penalty: 5139.420410
	Iteration 21Q: 3 clusters Score -4772408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4772501.000000 Penalty: 5139.420410
	Iteration 22Q: 3 clusters Score -4772501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4772545.500000 Penalty: 5139.420410
	Iteration 23Q: 3 clusters Score -4772546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4772590.500000 Penalty: 5139.420410
	Iteration 24Q: 3 clusters Score -4772590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4772634.500000 Penalty: 5139.420410
	Iteration 25Q: 3 clusters Score -4772634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4772665.000000 Penalty: 5139.420410
	Iteration 26Q: 3 clusters Score -4772665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4772686.500000 Penalty: 5139.420410
	Iteration 27Q: 3 clusters Score -4772686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4772726.500000 Penalty: 5139.420410
	Iteration 28Q: 3 clusters Score -4772726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4772763.500000 Penalty: 5139.420410
	Iteration 29Q: 3 clusters Score -4772764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4772793.000000 Penalty: 5139.420410
	Iteration 30Q: 3 clusters Score -4772793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4772812.000000 Penalty: 5139.420410
	Iteration 31Q: 3 clusters Score -4772812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4772812.000000 Penalty: 5139.420410
	Iteration 32Q: 3 clusters Score -4772812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4772814.500000 Penalty: 5139.420410
	Iteration 33Q: 3 clusters Score -4772814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4772824.500000 Penalty: 5139.420410
	Iteration 34Q: 3 clusters Score -4772824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4772823.500000 Penalty: 5139.420410
	Iteration 35Q: 3 clusters Score -4772824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4772817.500000 Penalty: 5139.420410
	Iteration 36Q: 3 clusters Score -4772818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4772826.000000 Penalty: 5139.420410
	Iteration 37Q: 3 clusters Score -4772826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4772825.500000 Penalty: 5139.420410
	Iteration 38Q: 3 clusters Score -4772826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4772834.500000 Penalty: 5139.420410
	Iteration 39Q: 3 clusters Score -4772834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4772840.000000 Penalty: 5139.420410
	Iteration 40F: 3 clusters Score -4772840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4772842.500000 Penalty: 5139.420410
	Iteration 41Q: 3 clusters Score -4772842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4772852.000000 Penalty: 5139.420410
	Iteration 42Q: 3 clusters Score -4772852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4772855.000000 Penalty: 5139.420410
	Iteration 43Q: 3 clusters Score -4772855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4772864.500000 Penalty: 5139.420410
	Iteration 44Q: 3 clusters Score -4772864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4772870.000000 Penalty: 5139.420410
	Iteration 45Q: 3 clusters Score -4772870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4772864.500000 Penalty: 5139.420410
	Iteration 46Q: 3 clusters Score -4772864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4772864.500000 Penalty: 5139.420410
	Iteration 47Q: 3 clusters Score -4772864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4772867.500000 Penalty: 5139.420410
	Iteration 48Q: 3 clusters Score -4772868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4772869.000000 Penalty: 5139.420410
	Iteration 49Q: 3 clusters Score -4772869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4772874.500000 Penalty: 5139.420410
	Iteration 50Q: 3 clusters Score -4772874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4772875.500000 Penalty: 5139.420410
	Iteration 51Q: 3 clusters Score -4772876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4772875.500000 Penalty: 5139.420410
	Iteration 52Q: 3 clusters Score -4772876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4772874.000000 Penalty: 5139.420410
	Iteration 53Q: 3 clusters Score -4772874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4772874.000000 Penalty: 5139.420410
	Iteration 54F: 3 clusters Score -4772874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Entering Unmasked Estep 
Score: -1966454.625000 Penalty: 2367.006592
	Iteration 0F: 2 clusters Score -1966455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1956315.500000 Penalty: 4734.013184
	Iteration 0F: 3 clusters Score -1956316 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1960479.000000 Penalty: 4734.013184
	Iteration 1F: 3 clusters Score -1960479 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1962630.375000 Penalty: 4734.013184
	Iteration 2F: 3 clusters Score -1962630 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1964628.250000 Penalty: 4734.013184
	Iteration 3F: 3 clusters Score -1964628 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1965870.625000 Penalty: 4734.013184
	Iteration 4F: 3 clusters Score -1965871 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1966629.875000 Penalty: 4734.013184
	Iteration 5F: 3 clusters Score -1966630 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1967098.625000 Penalty: 4734.013184
	Iteration 6Q: 3 clusters Score -1967099 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1967432.750000 Penalty: 4734.013184
	Iteration 7Q: 3 clusters Score -1967433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1967658.625000 Penalty: 4734.013184
	Iteration 8Q: 3 clusters Score -1967659 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1967809.250000 Penalty: 4734.013184
	Iteration 9Q: 3 clusters Score -1967809 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1967914.625000 Penalty: 4734.013184
	Iteration 10Q: 3 clusters Score -1967915 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1967975.750000 Penalty: 4734.013184
	Iteration 11Q: 3 clusters Score -1967976 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1968015.750000 Penalty: 4734.013184
	Iteration 12Q: 3 clusters Score -1968016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1968042.375000 Penalty: 4734.013184
	Iteration 13Q: 3 clusters Score -1968042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1968053.125000 Penalty: 4734.013184
	Iteration 14Q: 3 clusters Score -1968053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1968059.625000 Penalty: 4734.013184
	Iteration 15Q: 3 clusters Score -1968060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1968064.500000 Penalty: 4734.013184
	Iteration 16Q: 3 clusters Score -1968064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1968067.000000 Penalty: 4734.013184
	Iteration 17Q: 3 clusters Score -1968067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1968075.375000 Penalty: 4734.013184
	Iteration 18Q: 3 clusters Score -1968075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1968076.500000 Penalty: 4734.013184
	Iteration 19Q: 3 clusters Score -1968076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1968079.625000 Penalty: 4734.013184
	Iteration 20F: 3 clusters Score -1968080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1968076.875000 Penalty: 4734.013184
	Iteration 21Q: 3 clusters Score -1968077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1968081.000000 Penalty: 4734.013184
	Iteration 22Q: 3 clusters Score -1968081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1968084.000000 Penalty: 4734.013184
	Iteration 23Q: 3 clusters Score -1968084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1968086.000000 Penalty: 4734.013184
	Iteration 24Q: 3 clusters Score -1968086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1968086.000000 Penalty: 4734.013184
	Iteration 25F: 3 clusters Score -1968086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 2019 members 
Entering Unmasked Estep 
Score: -104088376.000000 Penalty: 86760.101562
Splitting cluster 14 changes total score from -104040456.000000 to -104088376.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -116342.054688 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -116342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114704.210938 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -114704.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115079.437500 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -115079.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115304.937500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -115304.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115681.234375 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -115681.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116088.757812 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -116088.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116345.687500 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -116345.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116494.351562 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -116494.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -116625.179688 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -116625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116642.875000 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -116642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -116645.640625 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -116645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116646.156250 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -116646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116646.156250 Penalty: 3375.088867
	Iteration 11F: 3 clusters Score -116646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 574 members 
Entering Unmasked Estep 
Score: -104087224.000000 Penalty: 90097.031250
Splitting cluster 15 changes total score from -104040456.000000 to -104087224.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (15842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Entering Unmasked Estep 
Score: -2408332.000000 Penalty: 2398.264160
	Iteration 0F: 2 clusters Score -2408332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2396992.250000 Penalty: 4796.528320
	Iteration 0F: 3 clusters Score -2396992 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2400613.750000 Penalty: 4796.528320
	Iteration 1F: 3 clusters Score -2400614 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2401127.000000 Penalty: 4796.528320
	Iteration 2F: 3 clusters Score -2401127 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2401755.250000 Penalty: 4796.528320
	Iteration 3F: 3 clusters Score -2401755 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2402632.000000 Penalty: 4796.528320
	Iteration 4F: 3 clusters Score -2402632 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2403782.000000 Penalty: 4796.528320
	Iteration 5F: 3 clusters Score -2403782 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2404929.000000 Penalty: 4796.528320
	Iteration 6F: 3 clusters Score -2404929 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2405644.500000 Penalty: 4796.528320
	Iteration 7F: 3 clusters Score -2405644 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2406036.500000 Penalty: 4796.528320
	Iteration 8Q: 3 clusters Score -2406036 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2406247.000000 Penalty: 4796.528320
	Iteration 9Q: 3 clusters Score -2406247 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2406332.750000 Penalty: 4796.528320
	Iteration 10Q: 3 clusters Score -2406333 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2406427.750000 Penalty: 4796.528320
	Iteration 11Q: 3 clusters Score -2406428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2406479.250000 Penalty: 4796.528320
	Iteration 12Q: 3 clusters Score -2406479 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2406518.250000 Penalty: 4796.528320
	Iteration 13Q: 3 clusters Score -2406518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2406561.500000 Penalty: 4796.528320
	Iteration 14Q: 3 clusters Score -2406562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2406596.750000 Penalty: 4796.528320
	Iteration 15Q: 3 clusters Score -2406597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2406636.500000 Penalty: 4796.528320
	Iteration 16Q: 3 clusters Score -2406636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2406668.250000 Penalty: 4796.528320
	Iteration 17Q: 3 clusters Score -2406668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2406696.750000 Penalty: 4796.528320
	Iteration 18Q: 3 clusters Score -2406697 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2406739.000000 Penalty: 4796.528320
	Iteration 19Q: 3 clusters Score -2406739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2406769.750000 Penalty: 4796.528320
	Iteration 20F: 3 clusters Score -2406770 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2406795.250000 Penalty: 4796.528320
	Iteration 21Q: 3 clusters Score -2406795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2406815.000000 Penalty: 4796.528320
	Iteration 22Q: 3 clusters Score -2406815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2406830.750000 Penalty: 4796.528320
	Iteration 23Q: 3 clusters Score -2406831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2406845.500000 Penalty: 4796.528320
	Iteration 24Q: 3 clusters Score -2406846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2406856.000000 Penalty: 4796.528320
	Iteration 25Q: 3 clusters Score -2406856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2406874.500000 Penalty: 4796.528320
	Iteration 26Q: 3 clusters Score -2406874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2406896.750000 Penalty: 4796.528320
	Iteration 27Q: 3 clusters Score -2406897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2406918.000000 Penalty: 4796.528320
	Iteration 28Q: 3 clusters Score -2406918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2406941.250000 Penalty: 4796.528320
	Iteration 29Q: 3 clusters Score -2406941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2406967.000000 Penalty: 4796.528320
	Iteration 30Q: 3 clusters Score -2406967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2406992.250000 Penalty: 4796.528320
	Iteration 31Q: 3 clusters Score -2406992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2407019.500000 Penalty: 4796.528320
	Iteration 32Q: 3 clusters Score -2407020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2407039.750000 Penalty: 4796.528320
	Iteration 33Q: 3 clusters Score -2407040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2407057.000000 Penalty: 4796.528320
	Iteration 34Q: 3 clusters Score -2407057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2407076.250000 Penalty: 4796.528320
	Iteration 35Q: 3 clusters Score -2407076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2407104.750000 Penalty: 4796.528320
	Iteration 36Q: 3 clusters Score -2407105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2407139.750000 Penalty: 4796.528320
	Iteration 37Q: 3 clusters Score -2407140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2407171.750000 Penalty: 4796.528320
	Iteration 38Q: 3 clusters Score -2407172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2407199.750000 Penalty: 4796.528320
	Iteration 39Q: 3 clusters Score -2407200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2407230.000000 Penalty: 4796.528320
	Iteration 40F: 3 clusters Score -2407230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2407261.500000 Penalty: 4796.528320
	Iteration 41Q: 3 clusters Score -2407262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2407314.500000 Penalty: 4796.528320
	Iteration 42Q: 3 clusters Score -2407314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2407372.250000 Penalty: 4796.528320
	Iteration 43Q: 3 clusters Score -2407372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2407416.250000 Penalty: 4796.528320
	Iteration 44Q: 3 clusters Score -2407416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2407444.250000 Penalty: 4796.528320
	Iteration 45Q: 3 clusters Score -2407444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2407477.500000 Penalty: 4796.528320
	Iteration 46Q: 3 clusters Score -2407478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2407518.500000 Penalty: 4796.528320
	Iteration 47Q: 3 clusters Score -2407518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2407562.000000 Penalty: 4796.528320
	Iteration 48Q: 3 clusters Score -2407562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2407590.000000 Penalty: 4796.528320
	Iteration 49Q: 3 clusters Score -2407590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2407619.250000 Penalty: 4796.528320
	Iteration 50Q: 3 clusters Score -2407619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2407635.000000 Penalty: 4796.528320
	Iteration 51Q: 3 clusters Score -2407635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2407642.750000 Penalty: 4796.528320
	Iteration 52Q: 3 clusters Score -2407643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2407648.250000 Penalty: 4796.528320
	Iteration 53Q: 3 clusters Score -2407648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2407647.500000 Penalty: 4796.528320
	Iteration 54Q: 3 clusters Score -2407648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2407645.500000 Penalty: 4796.528320
	Iteration 55Q: 3 clusters Score -2407646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2407647.750000 Penalty: 4796.528320
	Iteration 56Q: 3 clusters Score -2407648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2407647.500000 Penalty: 4796.528320
	Iteration 57Q: 3 clusters Score -2407648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2407648.500000 Penalty: 4796.528320
	Iteration 58Q: 3 clusters Score -2407648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2407645.250000 Penalty: 4796.528320
	Iteration 59Q: 3 clusters Score -2407645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2407646.000000 Penalty: 4796.528320
	Iteration 60F: 3 clusters Score -2407646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Entering Unmasked Estep 
Score: -1077576.500000 Penalty: 2217.016113
	Iteration 0F: 2 clusters Score -1077576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1071400.875000 Penalty: 4434.032227
	Iteration 0F: 3 clusters Score -1071401 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1073371.375000 Penalty: 4434.032227
	Iteration 1F: 3 clusters Score -1073371 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1074044.375000 Penalty: 4434.032227
	Iteration 2F: 3 clusters Score -1074044 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1075013.750000 Penalty: 4434.032227
	Iteration 3F: 3 clusters Score -1075014 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1076212.250000 Penalty: 4434.032227
	Iteration 4F: 3 clusters Score -1076212 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1077327.000000 Penalty: 4434.032227
	Iteration 5F: 3 clusters Score -1077327 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1078032.625000 Penalty: 4434.032227
	Iteration 6F: 3 clusters Score -1078033 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1078301.125000 Penalty: 4434.032227
	Iteration 7Q: 3 clusters Score -1078301 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1078446.875000 Penalty: 4434.032227
	Iteration 8Q: 3 clusters Score -1078447 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1078528.375000 Penalty: 4434.032227
	Iteration 9Q: 3 clusters Score -1078528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1078575.875000 Penalty: 4434.032227
	Iteration 10Q: 3 clusters Score -1078576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1078591.125000 Penalty: 4434.032227
	Iteration 11Q: 3 clusters Score -1078591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1078603.125000 Penalty: 4434.032227
	Iteration 12Q: 3 clusters Score -1078603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1078607.875000 Penalty: 4434.032227
	Iteration 13Q: 3 clusters Score -1078608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1078615.125000 Penalty: 4434.032227
	Iteration 14Q: 3 clusters Score -1078615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1078618.250000 Penalty: 4434.032227
	Iteration 15Q: 3 clusters Score -1078618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1078621.625000 Penalty: 4434.032227
	Iteration 16Q: 3 clusters Score -1078622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1078625.125000 Penalty: 4434.032227
	Iteration 17Q: 3 clusters Score -1078625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1078624.750000 Penalty: 4434.032227
	Iteration 18Q: 3 clusters Score -1078625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1078627.625000 Penalty: 4434.032227
	Iteration 19Q: 3 clusters Score -1078628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1078627.000000 Penalty: 4434.032227
	Iteration 20F: 3 clusters Score -1078627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1078630.375000 Penalty: 4434.032227
	Iteration 21Q: 3 clusters Score -1078630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1078633.375000 Penalty: 4434.032227
	Iteration 22Q: 3 clusters Score -1078633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1078632.750000 Penalty: 4434.032227
	Iteration 23Q: 3 clusters Score -1078633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1078634.375000 Penalty: 4434.032227
	Iteration 24Q: 3 clusters Score -1078634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1078638.875000 Penalty: 4434.032227
	Iteration 25Q: 3 clusters Score -1078639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1078637.500000 Penalty: 4434.032227
	Iteration 26Q: 3 clusters Score -1078638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1078641.125000 Penalty: 4434.032227
	Iteration 27Q: 3 clusters Score -1078641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1078643.125000 Penalty: 4434.032227
	Iteration 28Q: 3 clusters Score -1078643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1078643.375000 Penalty: 4434.032227
	Iteration 29Q: 3 clusters Score -1078643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1078644.625000 Penalty: 4434.032227
	Iteration 30Q: 3 clusters Score -1078645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1078647.000000 Penalty: 4434.032227
	Iteration 31Q: 3 clusters Score -1078647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1078645.750000 Penalty: 4434.032227
	Iteration 32Q: 3 clusters Score -1078646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1078648.875000 Penalty: 4434.032227
	Iteration 33Q: 3 clusters Score -1078649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1078649.000000 Penalty: 4434.032227
	Iteration 34Q: 3 clusters Score -1078649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1078650.500000 Penalty: 4434.032227
	Iteration 35Q: 3 clusters Score -1078650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1078651.000000 Penalty: 4434.032227
	Iteration 36Q: 3 clusters Score -1078651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1078652.125000 Penalty: 4434.032227
	Iteration 37Q: 3 clusters Score -1078652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1078652.125000 Penalty: 4434.032227
	Iteration 38Q: 3 clusters Score -1078652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1078654.625000 Penalty: 4434.032227
	Iteration 39Q: 3 clusters Score -1078655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1078656.125000 Penalty: 4434.032227
	Iteration 40F: 3 clusters Score -1078656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1078656.000000 Penalty: 4434.032227
	Iteration 41Q: 3 clusters Score -1078656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1078656.500000 Penalty: 4434.032227
	Iteration 42Q: 3 clusters Score -1078656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1078655.250000 Penalty: 4434.032227
	Iteration 43Q: 3 clusters Score -1078655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1078654.875000 Penalty: 4434.032227
	Iteration 44Q: 3 clusters Score -1078655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1078654.750000 Penalty: 4434.032227
	Iteration 45Q: 3 clusters Score -1078655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1078655.750000 Penalty: 4434.032227
	Iteration 46Q: 3 clusters Score -1078656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1078655.750000 Penalty: 4434.032227
	Iteration 47F: 3 clusters Score -1078656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 3095 members 
Entering Unmasked Estep 
Score: -104087064.000000 Penalty: 93433.953125
Splitting cluster 18 changes total score from -104040456.000000 to -104087064.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (39732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Entering Unmasked Estep 
Score: -6008792.000000 Penalty: 2626.298340
	Iteration 0F: 2 clusters Score -6008792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5981940.500000 Penalty: 5252.596680
	Iteration 0F: 3 clusters Score -5981940 nChanged 18087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5991747.000000 Penalty: 5252.596680
	Iteration 1F: 3 clusters Score -5991747 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -5992413.000000 Penalty: 5252.596680
	Iteration 2Q: 3 clusters Score -5992413 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5993093.500000 Penalty: 5252.596680
	Iteration 3Q: 3 clusters Score -5993094 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5993905.500000 Penalty: 5252.596680
	Iteration 4Q: 3 clusters Score -5993906 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5994763.000000 Penalty: 5252.596680
	Iteration 5Q: 3 clusters Score -5994763 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5995720.000000 Penalty: 5252.596680
	Iteration 6Q: 3 clusters Score -5995720 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5996715.000000 Penalty: 5252.596680
	Iteration 7Q: 3 clusters Score -5996715 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5997715.000000 Penalty: 5252.596680
	Iteration 8Q: 3 clusters Score -5997715 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -5998704.500000 Penalty: 5252.596680
	Iteration 9Q: 3 clusters Score -5998704 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5999789.000000 Penalty: 5252.596680
	Iteration 10Q: 3 clusters Score -5999789 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -6000812.500000 Penalty: 5252.596680
	Iteration 11Q: 3 clusters Score -6000812 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6001725.500000 Penalty: 5252.596680
	Iteration 12Q: 3 clusters Score -6001726 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -6002517.500000 Penalty: 5252.596680
	Iteration 13Q: 3 clusters Score -6002518 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6003092.000000 Penalty: 5252.596680
	Iteration 14Q: 3 clusters Score -6003092 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -6003495.000000 Penalty: 5252.596680
	Iteration 15Q: 3 clusters Score -6003495 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -6003779.500000 Penalty: 5252.596680
	Iteration 16Q: 3 clusters Score -6003780 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6004023.500000 Penalty: 5252.596680
	Iteration 17Q: 3 clusters Score -6004024 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6004245.500000 Penalty: 5252.596680
	Iteration 18Q: 3 clusters Score -6004246 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6004408.000000 Penalty: 5252.596680
	Iteration 19Q: 3 clusters Score -6004408 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -6004534.500000 Penalty: 5252.596680
	Iteration 20F: 3 clusters Score -6004534 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -6004684.000000 Penalty: 5252.596680
	Iteration 21Q: 3 clusters Score -6004684 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6004803.000000 Penalty: 5252.596680
	Iteration 22Q: 3 clusters Score -6004803 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -6004953.500000 Penalty: 5252.596680
	Iteration 23Q: 3 clusters Score -6004954 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -6005045.000000 Penalty: 5252.596680
	Iteration 24Q: 3 clusters Score -6005045 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -6005127.000000 Penalty: 5252.596680
	Iteration 25Q: 3 clusters Score -6005127 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6005203.500000 Penalty: 5252.596680
	Iteration 26Q: 3 clusters Score -6005204 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -6005272.000000 Penalty: 5252.596680
	Iteration 27Q: 3 clusters Score -6005272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -6005362.500000 Penalty: 5252.596680
	Iteration 28Q: 3 clusters Score -6005362 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -6005456.500000 Penalty: 5252.596680
	Iteration 29Q: 3 clusters Score -6005456 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -6005515.000000 Penalty: 5252.596680
	Iteration 30Q: 3 clusters Score -6005515 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -6005584.500000 Penalty: 5252.596680
	Iteration 31Q: 3 clusters Score -6005584 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6005686.000000 Penalty: 5252.596680
	Iteration 32Q: 3 clusters Score -6005686 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -6005774.500000 Penalty: 5252.596680
	Iteration 33Q: 3 clusters Score -6005774 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -6005873.500000 Penalty: 5252.596680
	Iteration 34Q: 3 clusters Score -6005874 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -6006019.000000 Penalty: 5252.596680
	Iteration 35Q: 3 clusters Score -6006019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -6006158.000000 Penalty: 5252.596680
	Iteration 36Q: 3 clusters Score -6006158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -6006279.500000 Penalty: 5252.596680
	Iteration 37Q: 3 clusters Score -6006280 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -6006409.000000 Penalty: 5252.596680
	Iteration 38Q: 3 clusters Score -6006409 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -6006490.000000 Penalty: 5252.596680
	Iteration 39Q: 3 clusters Score -6006490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -6006596.000000 Penalty: 5252.596680
	Iteration 40F: 3 clusters Score -6006596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -6006690.000000 Penalty: 5252.596680
	Iteration 41Q: 3 clusters Score -6006690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -6006776.500000 Penalty: 5252.596680
	Iteration 42Q: 3 clusters Score -6006776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -6006827.500000 Penalty: 5252.596680
	Iteration 43Q: 3 clusters Score -6006828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -6006876.000000 Penalty: 5252.596680
	Iteration 44Q: 3 clusters Score -6006876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -6006917.000000 Penalty: 5252.596680
	Iteration 45Q: 3 clusters Score -6006917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -6006940.500000 Penalty: 5252.596680
	Iteration 46Q: 3 clusters Score -6006940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -6006959.500000 Penalty: 5252.596680
	Iteration 47Q: 3 clusters Score -6006960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -6006977.500000 Penalty: 5252.596680
	Iteration 48Q: 3 clusters Score -6006978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6006997.000000 Penalty: 5252.596680
	Iteration 49Q: 3 clusters Score -6006997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -6007023.500000 Penalty: 5252.596680
	Iteration 50Q: 3 clusters Score -6007024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6007045.000000 Penalty: 5252.596680
	Iteration 51Q: 3 clusters Score -6007045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -6007067.500000 Penalty: 5252.596680
	Iteration 52Q: 3 clusters Score -6007068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -6007083.000000 Penalty: 5252.596680
	Iteration 53Q: 3 clusters Score -6007083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -6007090.500000 Penalty: 5252.596680
	Iteration 54Q: 3 clusters Score -6007090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -6007105.500000 Penalty: 5252.596680
	Iteration 55Q: 3 clusters Score -6007106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6007113.500000 Penalty: 5252.596680
	Iteration 56Q: 3 clusters Score -6007114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -6007129.000000 Penalty: 5252.596680
	Iteration 57Q: 3 clusters Score -6007129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -6007131.000000 Penalty: 5252.596680
	Iteration 58Q: 3 clusters Score -6007131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -6007128.000000 Penalty: 5252.596680
	Iteration 59Q: 3 clusters Score -6007128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -6007126.500000 Penalty: 5252.596680
	Iteration 60F: 3 clusters Score -6007126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -6007127.500000 Penalty: 5252.596680
	Iteration 61Q: 3 clusters Score -6007128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -6007127.500000 Penalty: 5252.596680
	Iteration 62F: 3 clusters Score -6007128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -209207.046875 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -209207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -206956.031250 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -206956 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -208413.546875 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -208413.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209754.359375 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -209754.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -210348.671875 Penalty: 3739.357422
	Iteration 3F: 3 clusters Score -210348.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -211047.406250 Penalty: 3739.357422
	Iteration 4F: 3 clusters Score -211047.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -211792.937500 Penalty: 3739.357422
	Iteration 5F: 3 clusters Score -211792.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212255.640625 Penalty: 3739.357422
	Iteration 6F: 3 clusters Score -212255.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212759.875000 Penalty: 3739.357422
	Iteration 7F: 3 clusters Score -212759.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213622.250000 Penalty: 3739.357422
	Iteration 8F: 3 clusters Score -213622.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214572.671875 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -214572.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -214805.625000 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -214805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -214815.515625 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -214815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -214838.500000 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -214838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -214840.421875 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -214840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -214840.421875 Penalty: 3739.357422
	Iteration 14F: 3 clusters Score -214840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 3095 members 
Mstep: Class 29 contains 1037 members 
Entering Unmasked Estep 
Score: -104091328.000000 Penalty: 96770.882812
Splitting cluster 20 changes total score from -104040456.000000 to -104091328.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -337040.125000 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -337040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -334838.687500 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -334838.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -338257.093750 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -338257.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -340108.218750 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -340108.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -341261.750000 Penalty: 3927.639893
	Iteration 3F: 3 clusters Score -341261.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -341868.375000 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -341868.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -342437.781250 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -342437.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -343108.562500 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -343108.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -343834.906250 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -343834.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -344141.750000 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -344141.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -344406.125000 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -344406.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -344723.781250 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -344723.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -344828.656250 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -344828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -344835.437500 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -344835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -344839.187500 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -344839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -344840.781250 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -344840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -344846.593750 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -344846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -344854.250000 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -344854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344862.593750 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -344862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -344866.625000 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -344866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -344868.312500 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -344868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -344868.750000 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -344868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -344870.531250 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -344870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -344872.468750 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -344872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -344873.093750 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -344873.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344874.625000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -344874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -344875.500000 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -344875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -344875.781250 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -344875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -344876.468750 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -344876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -344876.125000 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -344876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -344876.125000 Penalty: 3927.639893
	Iteration 29F: 3 clusters Score -344876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 5 contains 117568 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 3095 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 1398 members 
Entering Unmasked Estep 
Score: -104097760.000000 Penalty: 100107.812500
Splitting cluster 21 changes total score from -104040456.000000 to -104097760.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 110946 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 50425 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 153703 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 11947 members 
Mstep: Class 15 contains 328 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 4533 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104109040.000000 Penalty: 100107.812500
Iteration 39Q: 31 clusters Score -1.04109e+08 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 17271 members 
Mstep: Class 4 contains 49672 members 
Mstep: Class 5 contains 116299 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 46892 members 
Mstep: Class 8 contains 154511 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 19779 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 11042 members 
Mstep: Class 13 contains 31625 members 
Mstep: Class 14 contains 13697 members 
Mstep: Class 15 contains 318 members 
Mstep: Class 16 contains 12031 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 39510 members 
Mstep: Class 20 contains 887 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 2476 members 
Mstep: Class 24 contains 21515 members 
Mstep: Class 25 contains 2328 members 
Mstep: Class 26 contains 2230 members 
Mstep: Class 27 contains 594 members 
Mstep: Class 28 contains 3030 members 
Mstep: Class 29 contains 1109 members 
Mstep: Class 30 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130448.000000 Penalty: 100107.812500
Iteration 40F: 31 clusters Score -1.041304e+08 nChanged 29159
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 108864 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 16873 members 
Mstep: Class 4 contains 48742 members 
Mstep: Class 5 contains 134846 members 
Mstep: Class 6 contains 604 members 
Mstep: Class 7 contains 46071 members 
Mstep: Class 8 contains 138264 members 
Mstep: Class 9 contains 3182 members 
Mstep: Class 10 contains 19632 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 30536 members 
Mstep: Class 14 contains 14893 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 15785 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 38541 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 3665 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 21800 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 2424 members 
Mstep: Class 27 contains 679 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 1215 members 
Mstep: Class 30 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146048.000000 Penalty: 100107.812500
Iteration 41Q: 31 clusters Score -1.04146e+08 nChanged 27952
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 3600 members 
Mstep: Class 3 contains 16536 members 
Mstep: Class 4 contains 47991 members 
Mstep: Class 5 contains 148180 members 
Mstep: Class 6 contains 618 members 
Mstep: Class 7 contains 45624 members 
Mstep: Class 8 contains 122371 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 19639 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 29826 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 12944 members 
Mstep: Class 17 contains 15707 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 37874 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 3901 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 747 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 1260 members 
Mstep: Class 30 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 31 clusters Score -1.041489e+08 nChanged 27228
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 117357 members 
Mstep: Class 2 contains 3521 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 47384 members 
Mstep: Class 5 contains 159324 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 45320 members 
Mstep: Class 8 contains 106621 members 
Mstep: Class 9 contains 3194 members 
Mstep: Class 10 contains 19663 members 
Mstep: Class 11 contains 7306 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 29306 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 299 members 
Mstep: Class 16 contains 13331 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 37404 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 2498 members 
Mstep: Class 24 contains 21986 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 2712 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104144008.000000 Penalty: 100107.812500
Iteration 43Q: 31 clusters Score -1.04144e+08 nChanged 25164
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 123366 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 16038 members 
Mstep: Class 4 contains 46884 members 
Mstep: Class 5 contains 167203 members 
Mstep: Class 6 contains 646 members 
Mstep: Class 7 contains 45187 members 
Mstep: Class 8 contains 92729 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 11 contains 7386 members 
Mstep: Class 12 contains 11404 members 
Mstep: Class 13 contains 28972 members 
Mstep: Class 14 contains 17591 members 
Mstep: Class 15 contains 287 members 
Mstep: Class 16 contains 13656 members 
Mstep: Class 17 contains 15621 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 37105 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 21974 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 3937 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 31 clusters Score -1.041349e+08 nChanged 19869
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 129676 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 169506 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 83815 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 19726 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 11496 members 
Mstep: Class 13 contains 28733 members 
Mstep: Class 14 contains 18222 members 
Mstep: Class 15 contains 278 members 
Mstep: Class 16 contains 13979 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 36941 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 4229 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 21937 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 864 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 1343 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128176.000000 Penalty: 100107.812500
Iteration 45Q: 31 clusters Score -1.041282e+08 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 15775 members 
Mstep: Class 4 contains 46079 members 
Mstep: Class 5 contains 168636 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 45005 members 
Mstep: Class 8 contains 78156 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 7565 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 28492 members 
Mstep: Class 14 contains 18789 members 
Mstep: Class 15 contains 269 members 
Mstep: Class 16 contains 14226 members 
Mstep: Class 17 contains 15573 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 36856 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 21905 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126968.000000 Penalty: 100107.812500
Iteration 46Q: 31 clusters Score -1.04127e+08 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 142305 members 
Mstep: Class 2 contains 3334 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 45738 members 
Mstep: Class 5 contains 166206 members 
Mstep: Class 6 contains 671 members 
Mstep: Class 7 contains 44879 members 
Mstep: Class 8 contains 74183 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 19775 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 11657 members 
Mstep: Class 13 contains 28242 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 14451 members 
Mstep: Class 17 contains 15561 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 36825 members 
Mstep: Class 20 contains 874 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 4352 members 
Mstep: Class 23 contains 2516 members 
Mstep: Class 24 contains 21861 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 934 members 
Mstep: Class 28 contains 4108 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126720.000000 Penalty: 100107.812500
Iteration 47Q: 31 clusters Score -1.041267e+08 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 3286 members 
Mstep: Class 3 contains 15637 members 
Mstep: Class 4 contains 45392 members 
Mstep: Class 5 contains 163141 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 7 contains 44764 members 
Mstep: Class 8 contains 71099 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 19770 members 
Mstep: Class 11 contains 7718 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 28037 members 
Mstep: Class 14 contains 19628 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 14677 members 
Mstep: Class 17 contains 15550 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 36817 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 21808 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 3214 members 
Mstep: Class 27 contains 969 members 
Mstep: Class 28 contains 4121 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 48Q: 31 clusters Score -1.041268e+08 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 154488 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 4 contains 45103 members 
Mstep: Class 5 contains 159733 members 
Mstep: Class 6 contains 678 members 
Mstep: Class 7 contains 44607 members 
Mstep: Class 8 contains 68529 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 19759 members 
Mstep: Class 11 contains 7789 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 13 contains 27847 members 
Mstep: Class 14 contains 19891 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 14877 members 
Mstep: Class 17 contains 15540 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 36797 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 21746 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 3255 members 
Mstep: Class 27 contains 1008 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Score: -104127320.000000 Penalty: 100107.812500
Iteration 49Q: 31 clusters Score -1.041273e+08 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 160390 members 
Mstep: Class 2 contains 3197 members 
Mstep: Class 3 contains 15584 members 
Mstep: Class 4 contains 44853 members 
Mstep: Class 5 contains 156151 members 
Mstep: Class 6 contains 683 members 
Mstep: Class 7 contains 44474 members 
Mstep: Class 8 contains 66321 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 19734 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 27656 members 
Mstep: Class 14 contains 20118 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15066 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 36766 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4466 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 21681 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3293 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 4116 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127704.000000 Penalty: 100107.812500
Iteration 50Q: 31 clusters Score -1.041277e+08 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 15566 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 152562 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 64217 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 19745 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 12067 members 
Mstep: Class 13 contains 27464 members 
Mstep: Class 14 contains 20336 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 15522 members 
Mstep: Class 18 contains 2972 members 
Mstep: Class 19 contains 36757 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 21627 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3323 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 4127 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128696.000000 Penalty: 100107.812500
Iteration 51Q: 31 clusters Score -1.041287e+08 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 171800 members 
Mstep: Class 2 contains 3105 members 
Mstep: Class 3 contains 15547 members 
Mstep: Class 4 contains 44404 members 
Mstep: Class 5 contains 148775 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 7 contains 44332 members 
Mstep: Class 8 contains 62375 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 19757 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 12137 members 
Mstep: Class 13 contains 27344 members 
Mstep: Class 14 contains 20518 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 18 contains 2952 members 
Mstep: Class 19 contains 36740 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 21602 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 3350 members 
Mstep: Class 27 contains 1065 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129744.000000 Penalty: 100107.812500
Iteration 52Q: 31 clusters Score -1.041297e+08 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 177294 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 15534 members 
Mstep: Class 4 contains 44196 members 
Mstep: Class 5 contains 145053 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 60617 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 19731 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 12225 members 
Mstep: Class 13 contains 27206 members 
Mstep: Class 14 contains 20649 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 15437 members 
Mstep: Class 17 contains 15514 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 36744 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4506 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 21589 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 3374 members 
Mstep: Class 27 contains 1088 members 
Mstep: Class 28 contains 4114 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104129912.000000 Penalty: 100107.812500
Iteration 53Q: 31 clusters Score -1.041299e+08 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 182580 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 15523 members 
Mstep: Class 4 contains 44018 members 
Mstep: Class 5 contains 141195 members 
Mstep: Class 6 contains 703 members 
Mstep: Class 7 contains 44548 members 
Mstep: Class 8 contains 59050 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 19712 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 27085 members 
Mstep: Class 14 contains 20749 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 15506 members 
Mstep: Class 17 contains 15509 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 36762 members 
Mstep: Class 20 contains 875 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 21579 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 4120 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 31 clusters Score -1.041304e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 43866 members 
Mstep: Class 5 contains 137096 members 
Mstep: Class 6 contains 707 members 
Mstep: Class 7 contains 44794 members 
Mstep: Class 8 contains 57762 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 19688 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 12356 members 
Mstep: Class 13 contains 26980 members 
Mstep: Class 14 contains 20845 members 
Mstep: Class 15 contains 256 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 2862 members 
Mstep: Class 19 contains 36771 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 21585 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 3425 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 4132 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Score: -104130360.000000 Penalty: 100107.812500
Iteration 55Q: 31 clusters Score -1.041304e+08 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 192241 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 43719 members 
Mstep: Class 5 contains 133403 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 56803 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 19616 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 20911 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 15638 members 
Mstep: Class 17 contains 15501 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 36784 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 21606 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 1377 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 56Q: 31 clusters Score -1.041288e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 195863 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 43586 members 
Mstep: Class 5 contains 130211 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 56147 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 19532 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 12412 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 15686 members 
Mstep: Class 17 contains 15493 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 36811 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4530 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 21642 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3460 members 
Mstep: Class 27 contains 1156 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 1374 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.041283e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 198686 members 
Mstep: Class 2 contains 2983 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 43454 members 
Mstep: Class 5 contains 127477 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 45725 members 
Mstep: Class 8 contains 55699 members 
Mstep: Class 9 contains 3281 members 
Mstep: Class 10 contains 19420 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 12406 members 
Mstep: Class 13 contains 26839 members 
Mstep: Class 14 contains 21062 members 
Mstep: Class 15 contains 255 members 
Mstep: Class 16 contains 15727 members 
Mstep: Class 17 contains 15492 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 36864 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 21672 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 3484 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 4167 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.041278e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 200975 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 43331 members 
Mstep: Class 5 contains 125126 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 46100 members 
Mstep: Class 8 contains 55406 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 19285 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 12417 members 
Mstep: Class 13 contains 26814 members 
Mstep: Class 14 contains 21163 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 15778 members 
Mstep: Class 17 contains 15488 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 36901 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4535 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 21695 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 1374 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 59Q: 31 clusters Score -1.041269e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 202840 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 15520 members 
Mstep: Class 4 contains 43224 members 
Mstep: Class 5 contains 123117 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 46460 members 
Mstep: Class 8 contains 55239 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 19167 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 12394 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 21235 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 15820 members 
Mstep: Class 17 contains 15483 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 36936 members 
Mstep: Class 20 contains 876 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4534 members 
Mstep: Class 23 contains 2561 members 
Mstep: Class 24 contains 21716 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 1190 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 1374 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
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Iteration 60F: 31 clusters Score -1.041331e+08 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 204286 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 43119 members 
Mstep: Class 5 contains 131290 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 46810 members 
Mstep: Class 8 contains 45369 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 8105 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 26798 members 
Mstep: Class 14 contains 21286 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 15858 members 
Mstep: Class 17 contains 15478 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 36945 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 4523 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 21752 members 
Mstep: Class 25 contains 2321 members 
Mstep: Class 26 contains 3552 members 
Mstep: Class 27 contains 1196 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127104.000000 Penalty: 100107.812500
Iteration 61Q: 31 clusters Score -1.041271e+08 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 206919 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 15606 members 
Mstep: Class 4 contains 43024 members 
Mstep: Class 5 contains 137608 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 47234 members 
Mstep: Class 8 contains 35913 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 18948 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 26838 members 
Mstep: Class 14 contains 21334 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 15891 members 
Mstep: Class 17 contains 15476 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 36990 members 
Mstep: Class 20 contains 870 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 21795 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 3579 members 
Mstep: Class 27 contains 1209 members 
Mstep: Class 28 contains 4191 members 
Mstep: Class 29 contains 1348 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119664.000000 Penalty: 100107.812500
Iteration 62Q: 31 clusters Score -1.041197e+08 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 209411 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 15674 members 
Mstep: Class 4 contains 42938 members 
Mstep: Class 5 contains 142450 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 47686 members 
Mstep: Class 8 contains 27932 members 
Mstep: Class 9 contains 3269 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 12437 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 21442 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 15935 members 
Mstep: Class 17 contains 15475 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 37050 members 
Mstep: Class 20 contains 870 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 21831 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 3596 members 
Mstep: Class 27 contains 1220 members 
Mstep: Class 28 contains 4192 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104113440.000000 Penalty: 100107.812500
Iteration 63Q: 31 clusters Score -1.041134e+08 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 211372 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 15750 members 
Mstep: Class 4 contains 42857 members 
Mstep: Class 5 contains 145879 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 48201 members 
Mstep: Class 8 contains 21845 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 18799 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 12470 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 21536 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 15971 members 
Mstep: Class 17 contains 15473 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 37121 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4506 members 
Mstep: Class 23 contains 2621 members 
Mstep: Class 24 contains 21865 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 1234 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104109864.000000 Penalty: 100107.812500
Iteration 64Q: 31 clusters Score -1.041099e+08 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 15797 members 
Mstep: Class 4 contains 42764 members 
Mstep: Class 5 contains 148238 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 48706 members 
Mstep: Class 8 contains 17599 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 10 contains 18718 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 26983 members 
Mstep: Class 14 contains 21625 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 16006 members 
Mstep: Class 17 contains 15475 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 37181 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4505 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 21900 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 3631 members 
Mstep: Class 27 contains 1240 members 
Mstep: Class 28 contains 4223 members 
Mstep: Class 29 contains 1326 members 
Mstep: Class 30 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104106864.000000 Penalty: 100107.812500
Iteration 65Q: 31 clusters Score -1.041069e+08 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 213592 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 15812 members 
Mstep: Class 4 contains 42699 members 
Mstep: Class 5 contains 149625 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 49133 members 
Mstep: Class 8 contains 14694 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 12520 members 
Mstep: Class 13 contains 27023 members 
Mstep: Class 14 contains 21705 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 16018 members 
Mstep: Class 17 contains 15471 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 37232 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 21918 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 3653 members 
Mstep: Class 27 contains 1242 members 
Mstep: Class 28 contains 4245 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104105648.000000 Penalty: 100107.812500
Iteration 66Q: 31 clusters Score -1.041056e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 214358 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 15812 members 
Mstep: Class 4 contains 42640 members 
Mstep: Class 5 contains 150419 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 49503 members 
Mstep: Class 8 contains 12712 members 
Mstep: Class 9 contains 3258 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 27054 members 
Mstep: Class 14 contains 21756 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 16033 members 
Mstep: Class 17 contains 15469 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 37269 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4502 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 21938 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 1246 members 
Mstep: Class 28 contains 4264 members 
Mstep: Class 29 contains 1301 members 
Mstep: Class 30 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104360.000000 Penalty: 100107.812500
Iteration 67Q: 31 clusters Score -1.041044e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 214925 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 15803 members 
Mstep: Class 4 contains 42586 members 
Mstep: Class 5 contains 150877 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 49832 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 18528 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 27071 members 
Mstep: Class 14 contains 21800 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 16046 members 
Mstep: Class 17 contains 15465 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 37294 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 21954 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 1256 members 
Mstep: Class 28 contains 4284 members 
Mstep: Class 29 contains 1300 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104103808.000000 Penalty: 100107.812500
Iteration 68Q: 31 clusters Score -1.041038e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 215484 members 
Mstep: Class 2 contains 2885 members 
Mstep: Class 3 contains 15799 members 
Mstep: Class 4 contains 42536 members 
Mstep: Class 5 contains 151052 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 50128 members 
Mstep: Class 8 contains 10265 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 18488 members 
Mstep: Class 11 contains 7941 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 27087 members 
Mstep: Class 14 contains 21832 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 16058 members 
Mstep: Class 17 contains 15462 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 4502 members 
Mstep: Class 23 contains 2725 members 
Mstep: Class 24 contains 21972 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3685 members 
Mstep: Class 27 contains 1263 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 1304 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104103072.000000 Penalty: 100107.812500
Iteration 69Q: 31 clusters Score -1.041031e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 215928 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 15793 members 
Mstep: Class 4 contains 42497 members 
Mstep: Class 5 contains 151084 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 50411 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 3242 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 7922 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 27093 members 
Mstep: Class 14 contains 21859 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 16078 members 
Mstep: Class 17 contains 15462 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 37325 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4505 members 
Mstep: Class 23 contains 2752 members 
Mstep: Class 24 contains 22001 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3687 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 1305 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104102688.000000 Penalty: 100107.812500
Iteration 70Q: 31 clusters Score -1.041027e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 216446 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 4 contains 42467 members 
Mstep: Class 5 contains 150985 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 50668 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 18390 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 13 contains 27091 members 
Mstep: Class 14 contains 21884 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 16098 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 37334 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4510 members 
Mstep: Class 23 contains 2772 members 
Mstep: Class 24 contains 22029 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 1306 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104102296.000000 Penalty: 100107.812500
Iteration 71Q: 31 clusters Score -1.041023e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 216907 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 15762 members 
Mstep: Class 4 contains 42442 members 
Mstep: Class 5 contains 150776 members 
Mstep: Class 6 contains 787 members 
Mstep: Class 7 contains 50976 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 18331 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 27084 members 
Mstep: Class 14 contains 21899 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 16126 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37341 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4511 members 
Mstep: Class 23 contains 2787 members 
Mstep: Class 24 contains 22054 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 4300 members 
Mstep: Class 29 contains 1304 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104101712.000000 Penalty: 100107.812500
Iteration 72Q: 31 clusters Score -1.041017e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 217381 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 15738 members 
Mstep: Class 4 contains 42431 members 
Mstep: Class 5 contains 150417 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 51268 members 
Mstep: Class 8 contains 7992 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 18279 members 
Mstep: Class 11 contains 7865 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 27088 members 
Mstep: Class 14 contains 21904 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 16144 members 
Mstep: Class 17 contains 15459 members 
Mstep: Class 18 contains 2533 members 
Mstep: Class 19 contains 37360 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4509 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 22075 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 1304 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104101160.000000 Penalty: 100107.812500
Iteration 73Q: 31 clusters Score -1.041012e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 2856 members 
Mstep: Class 3 contains 15720 members 
Mstep: Class 4 contains 42412 members 
Mstep: Class 5 contains 150037 members 
Mstep: Class 6 contains 793 members 
Mstep: Class 7 contains 51553 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 18229 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 27092 members 
Mstep: Class 14 contains 21926 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16153 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 37356 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 22101 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 3670 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 4315 members 
Mstep: Class 29 contains 1303 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104100640.000000 Penalty: 100107.812500
Iteration 74Q: 31 clusters Score -1.041006e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 218360 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 42401 members 
Mstep: Class 5 contains 149537 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 51808 members 
Mstep: Class 8 contains 7393 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 18182 members 
Mstep: Class 11 contains 7835 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27092 members 
Mstep: Class 14 contains 21943 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 16162 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37356 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 22131 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 4324 members 
Mstep: Class 29 contains 1300 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104099984.000000 Penalty: 100107.812500
Iteration 75Q: 31 clusters Score -1.041e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 218832 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 4 contains 42389 members 
Mstep: Class 5 contains 149081 members 
Mstep: Class 6 contains 796 members 
Mstep: Class 7 contains 52061 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 18127 members 
Mstep: Class 11 contains 7818 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 27087 members 
Mstep: Class 14 contains 21945 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16172 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37355 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4514 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 22162 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3661 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 1297 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104099320.000000 Penalty: 100107.812500
Iteration 76Q: 31 clusters Score -1.040993e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 219243 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 42382 members 
Mstep: Class 5 contains 148588 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 52353 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21953 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16177 members 
Mstep: Class 17 contains 15458 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37371 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4519 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 22177 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3662 members 
Mstep: Class 27 contains 1274 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 1294 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104098792.000000 Penalty: 100107.812500
Iteration 77Q: 31 clusters Score -1.040988e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 219653 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 42371 members 
Mstep: Class 5 contains 148026 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52670 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 3235 members 
Mstep: Class 10 contains 18045 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 27078 members 
Mstep: Class 14 contains 21958 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16181 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37381 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 22185 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3658 members 
Mstep: Class 27 contains 1275 members 
Mstep: Class 28 contains 4324 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104098232.000000 Penalty: 100107.812500
Iteration 78Q: 31 clusters Score -1.040982e+08 nChanged 1575
Entering ConstructFrom: 
Score: -104098232.000000 Penalty: 100107.812500
Entering ConstructFrom: 
Trying to split cluster 1 (220007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220007 members 
Entering Unmasked Estep 
Score: -33778620.000000 Penalty: 3050.750732
	Iteration 0F: 2 clusters Score -3.377862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -33685144.000000 Penalty: 6101.501465
	Iteration 0F: 3 clusters Score -3.368514e+07 nChanged 106097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -33747652.000000 Penalty: 6101.501465
	Iteration 1F: 3 clusters Score -3.374765e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -33749000.000000 Penalty: 6101.501465
	Iteration 2Q: 3 clusters Score -3.3749e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 115774 members 
Entering Unmasked Estep 
Score: -33750652.000000 Penalty: 6101.501465
	Iteration 3Q: 3 clusters Score -3.375065e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -33753680.000000 Penalty: 6101.501465
	Iteration 4Q: 3 clusters Score -3.375368e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 125908 members 
Entering Unmasked Estep 
Score: -33758512.000000 Penalty: 6101.501465
	Iteration 5Q: 3 clusters Score -3.375851e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -33765364.000000 Penalty: 6101.501465
	Iteration 6F: 3 clusters Score -3.376536e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 144433 members 
Entering Unmasked Estep 
Score: -33775720.000000 Penalty: 6101.501465
	Iteration 7F: 3 clusters Score -3.377572e+07 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
Score: -33786908.000000 Penalty: 6101.501465
	Iteration 8F: 3 clusters Score -3.378691e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 159503 members 
Entering Unmasked Estep 
Score: -33795972.000000 Penalty: 6101.501465
	Iteration 9F: 3 clusters Score -3.379597e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -33800500.000000 Penalty: 6101.501465
	Iteration 10Q: 3 clusters Score -3.38005e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -33802188.000000 Penalty: 6101.501465
	Iteration 11Q: 3 clusters Score -3.380219e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 161156 members 
Entering Unmasked Estep 
Score: -33802916.000000 Penalty: 6101.501465
	Iteration 12Q: 3 clusters Score -3.380292e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -33803464.000000 Penalty: 6101.501465
	Iteration 13Q: 3 clusters Score -3.380346e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -33803816.000000 Penalty: 6101.501465
	Iteration 14Q: 3 clusters Score -3.380382e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -33804500.000000 Penalty: 6101.501465
	Iteration 15Q: 3 clusters Score -3.38045e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -33804944.000000 Penalty: 6101.501465
	Iteration 16Q: 3 clusters Score -3.380494e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -33805568.000000 Penalty: 6101.501465
	Iteration 17Q: 3 clusters Score -3.380557e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -33805932.000000 Penalty: 6101.501465
	Iteration 18Q: 3 clusters Score -3.380593e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 155599 members 
Entering Unmasked Estep 
Score: -33806608.000000 Penalty: 6101.501465
	Iteration 19Q: 3 clusters Score -3.380661e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -33807212.000000 Penalty: 6101.501465
	Iteration 20F: 3 clusters Score -3.380721e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -33807848.000000 Penalty: 6101.501465
	Iteration 21Q: 3 clusters Score -3.380785e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 150774 members 
Entering Unmasked Estep 
Score: -33808524.000000 Penalty: 6101.501465
	Iteration 22Q: 3 clusters Score -3.380852e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -33809068.000000 Penalty: 6101.501465
	Iteration 23Q: 3 clusters Score -3.380907e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -33809296.000000 Penalty: 6101.501465
	Iteration 24Q: 3 clusters Score -3.38093e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 145534 members 
Entering Unmasked Estep 
Score: -33809648.000000 Penalty: 6101.501465
	Iteration 25Q: 3 clusters Score -3.380965e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -33810052.000000 Penalty: 6101.501465
	Iteration 26Q: 3 clusters Score -3.381005e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 141525 members 
Entering Unmasked Estep 
Score: -33810128.000000 Penalty: 6101.501465
	Iteration 27Q: 3 clusters Score -3.381013e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 139384 members 
Entering Unmasked Estep 
Score: -33810396.000000 Penalty: 6101.501465
	Iteration 28Q: 3 clusters Score -3.38104e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -33810648.000000 Penalty: 6101.501465
	Iteration 29Q: 3 clusters Score -3.381065e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 134884 members 
Entering Unmasked Estep 
Score: -33810712.000000 Penalty: 6101.501465
	Iteration 30Q: 3 clusters Score -3.381071e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 132536 members 
Entering Unmasked Estep 
Score: -33811052.000000 Penalty: 6101.501465
	Iteration 31Q: 3 clusters Score -3.381105e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
Score: -33811140.000000 Penalty: 6101.501465
	Iteration 32Q: 3 clusters Score -3.381114e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -33811472.000000 Penalty: 6101.501465
	Iteration 33Q: 3 clusters Score -3.381147e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -33811800.000000 Penalty: 6101.501465
	Iteration 34Q: 3 clusters Score -3.38118e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 123601 members 
Entering Unmasked Estep 
Score: -33811772.000000 Penalty: 6101.501465
	Iteration 35Q: 3 clusters Score -3.381177e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -33811948.000000 Penalty: 6101.501465
	Iteration 36Q: 3 clusters Score -3.381195e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 120855 members 
Entering Unmasked Estep 
Score: -33811864.000000 Penalty: 6101.501465
	Iteration 37Q: 3 clusters Score -3.381186e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 119777 members 
Entering Unmasked Estep 
Score: -33811924.000000 Penalty: 6101.501465
	Iteration 38Q: 3 clusters Score -3.381192e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 118851 members 
Entering Unmasked Estep 
Score: -33812024.000000 Penalty: 6101.501465
	Iteration 39Q: 3 clusters Score -3.381202e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -33811940.000000 Penalty: 6101.501465
	Iteration 40F: 3 clusters Score -3.381194e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102552 members 
Mstep: Class 2 contains 117455 members 
Entering Unmasked Estep 
Score: -33812036.000000 Penalty: 6101.501465
	Iteration 41Q: 3 clusters Score -3.381204e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 116937 members 
Entering Unmasked Estep 
Score: -33812068.000000 Penalty: 6101.501465
	Iteration 42Q: 3 clusters Score -3.381207e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -33812020.000000 Penalty: 6101.501465
	Iteration 43Q: 3 clusters Score -3.381202e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103910 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -33812060.000000 Penalty: 6101.501465
	Iteration 44Q: 3 clusters Score -3.381206e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -33812036.000000 Penalty: 6101.501465
	Iteration 45Q: 3 clusters Score -3.381204e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -33811972.000000 Penalty: 6101.501465
	Iteration 46Q: 3 clusters Score -3.381197e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -33811936.000000 Penalty: 6101.501465
	Iteration 47Q: 3 clusters Score -3.381194e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 115237 members 
Entering Unmasked Estep 
Score: -33811956.000000 Penalty: 6101.501465
	Iteration 48Q: 3 clusters Score -3.381196e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -33812000.000000 Penalty: 6101.501465
	Iteration 49Q: 3 clusters Score -3.3812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -33811984.000000 Penalty: 6101.501465
	Iteration 50Q: 3 clusters Score -3.381198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -33811980.000000 Penalty: 6101.501465
	Iteration 51Q: 3 clusters Score -3.381198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -33811992.000000 Penalty: 6101.501465
	Iteration 52Q: 3 clusters Score -3.381199e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Mstep: Class 2 contains 115036 members 
Entering Unmasked Estep 
Score: -33811948.000000 Penalty: 6101.501465
	Iteration 53Q: 3 clusters Score -3.381195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -33811980.000000 Penalty: 6101.501465
	Iteration 54Q: 3 clusters Score -3.381198e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105007 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -33811976.000000 Penalty: 6101.501465
	Iteration 55Q: 3 clusters Score -3.381198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -33811944.000000 Penalty: 6101.501465
	Iteration 56Q: 3 clusters Score -3.381194e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 114965 members 
Entering Unmasked Estep 
Score: -33811988.000000 Penalty: 6101.501465
	Iteration 57Q: 3 clusters Score -3.381199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -33812012.000000 Penalty: 6101.501465
	Iteration 58Q: 3 clusters Score -3.381201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -33811992.000000 Penalty: 6101.501465
	Iteration 59Q: 3 clusters Score -3.381199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -33811984.000000 Penalty: 6101.501465
	Iteration 60F: 3 clusters Score -3.381198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 114907 members 
Entering Unmasked Estep 
Score: -33811980.000000 Penalty: 6101.501465
	Iteration 61Q: 3 clusters Score -3.381198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105111 members 
Mstep: Class 2 contains 114896 members 
Entering Unmasked Estep 
Score: -33812000.000000 Penalty: 6101.501465
	Iteration 62Q: 3 clusters Score -3.3812e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -33811988.000000 Penalty: 6101.501465
	Iteration 63Q: 3 clusters Score -3.381199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 114862 members 
Entering Unmasked Estep 
Score: -33812000.000000 Penalty: 6101.501465
	Iteration 64Q: 3 clusters Score -3.3812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -33812020.000000 Penalty: 6101.501465
	Iteration 65Q: 3 clusters Score -3.381202e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -33812004.000000 Penalty: 6101.501465
	Iteration 66Q: 3 clusters Score -3.3812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 114817 members 
Entering Unmasked Estep 
Score: -33812020.000000 Penalty: 6101.501465
	Iteration 67Q: 3 clusters Score -3.381202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -33812016.000000 Penalty: 6101.501465
	Iteration 68Q: 3 clusters Score -3.381202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 114794 members 
Entering Unmasked Estep 
Score: -33812032.000000 Penalty: 6101.501465
	Iteration 69Q: 3 clusters Score -3.381203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -33812024.000000 Penalty: 6101.501465
	Iteration 70Q: 3 clusters Score -3.381202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -33812040.000000 Penalty: 6101.501465
	Iteration 71Q: 3 clusters Score -3.381204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -33812068.000000 Penalty: 6101.501465
	Iteration 72Q: 3 clusters Score -3.381207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -33812072.000000 Penalty: 6101.501465
	Iteration 73Q: 3 clusters Score -3.381207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -33812076.000000 Penalty: 6101.501465
	Iteration 74Q: 3 clusters Score -3.381208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -33812056.000000 Penalty: 6101.501465
	Iteration 75Q: 3 clusters Score -3.381206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -33812056.000000 Penalty: 6101.501465
	Iteration 76Q: 3 clusters Score -3.381206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -33812056.000000 Penalty: 6101.501465
	Iteration 77Q: 3 clusters Score -3.381206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105239 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -33812044.000000 Penalty: 6101.501465
	Iteration 78Q: 3 clusters Score -3.381204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -33812044.000000 Penalty: 6101.501465
	Iteration 79Q: 3 clusters Score -3.381204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105246 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
Score: -33812048.000000 Penalty: 6101.501465
	Iteration 80F: 3 clusters Score -3.381205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -33812056.000000 Penalty: 6101.501465
	Iteration 81Q: 3 clusters Score -3.381206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -33812064.000000 Penalty: 6101.501465
	Iteration 82Q: 3 clusters Score -3.381206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 114744 members 
Entering Unmasked Estep 
Score: -33812092.000000 Penalty: 6101.501465
	Iteration 83Q: 3 clusters Score -3.381209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -33812076.000000 Penalty: 6101.501465
	Iteration 84Q: 3 clusters Score -3.381208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -33812092.000000 Penalty: 6101.501465
	Iteration 85Q: 3 clusters Score -3.381209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 114742 members 
Entering Unmasked Estep 
Score: -33812060.000000 Penalty: 6101.501465
	Iteration 86Q: 3 clusters Score -3.381206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -33812064.000000 Penalty: 6101.501465
	Iteration 87Q: 3 clusters Score -3.381206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -33812064.000000 Penalty: 6101.501465
	Iteration 88F: 3 clusters Score -3.381206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 871 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 22198 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Entering Unmasked Estep 
Score: -104133368.000000 Penalty: 103444.734375
Splitting cluster 1 changes total score from -104098232.000000 to -104133368.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -390599.531250 Penalty: 1972.945435
	Iteration 0F: 2 clusters Score -390599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -387469.781250 Penalty: 3945.890869
	Iteration 0F: 3 clusters Score -387469.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -388148.062500 Penalty: 3945.890869
	Iteration 1F: 3 clusters Score -388148.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -388322.625000 Penalty: 3945.890869
	Iteration 2F: 3 clusters Score -388322.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -388442.531250 Penalty: 3945.890869
	Iteration 3F: 3 clusters Score -388442.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -388521.187500 Penalty: 3945.890869
	Iteration 4Q: 3 clusters Score -388521.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -388599.812500 Penalty: 3945.890869
	Iteration 5Q: 3 clusters Score -388599.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -388679.562500 Penalty: 3945.890869
	Iteration 6Q: 3 clusters Score -388679.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -388759.937500 Penalty: 3945.890869
	Iteration 7Q: 3 clusters Score -388759.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -388811.718750 Penalty: 3945.890869
	Iteration 8Q: 3 clusters Score -388811.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -388854.531250 Penalty: 3945.890869
	Iteration 9Q: 3 clusters Score -388854.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -388898.343750 Penalty: 3945.890869
	Iteration 10Q: 3 clusters Score -388898.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -388942.343750 Penalty: 3945.890869
	Iteration 11Q: 3 clusters Score -388942.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -388986.687500 Penalty: 3945.890869
	Iteration 12Q: 3 clusters Score -388986.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -389021.406250 Penalty: 3945.890869
	Iteration 13Q: 3 clusters Score -389021.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -389046.281250 Penalty: 3945.890869
	Iteration 14Q: 3 clusters Score -389046.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -389058.812500 Penalty: 3945.890869
	Iteration 15Q: 3 clusters Score -389058.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -389068.250000 Penalty: 3945.890869
	Iteration 16Q: 3 clusters Score -389068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -389074.906250 Penalty: 3945.890869
	Iteration 17Q: 3 clusters Score -389074.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -389078.375000 Penalty: 3945.890869
	Iteration 18Q: 3 clusters Score -389078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -389080.531250 Penalty: 3945.890869
	Iteration 19Q: 3 clusters Score -389080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -389082.218750 Penalty: 3945.890869
	Iteration 20F: 3 clusters Score -389082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -389083.343750 Penalty: 3945.890869
	Iteration 21Q: 3 clusters Score -389083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -389083.656250 Penalty: 3945.890869
	Iteration 22Q: 3 clusters Score -389083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -389083.250000 Penalty: 3945.890869
	Iteration 23Q: 3 clusters Score -389083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -389084.750000 Penalty: 3945.890869
	Iteration 24Q: 3 clusters Score -389084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -389086.375000 Penalty: 3945.890869
	Iteration 25Q: 3 clusters Score -389086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -389087.781250 Penalty: 3945.890869
	Iteration 26Q: 3 clusters Score -389087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -389089.093750 Penalty: 3945.890869
	Iteration 27Q: 3 clusters Score -389089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -389091.187500 Penalty: 3945.890869
	Iteration 28Q: 3 clusters Score -389091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -389091.562500 Penalty: 3945.890869
	Iteration 29Q: 3 clusters Score -389091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -389091.593750 Penalty: 3945.890869
	Iteration 30Q: 3 clusters Score -389091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -389092.500000 Penalty: 3945.890869
	Iteration 31Q: 3 clusters Score -389092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -389092.500000 Penalty: 3945.890869
	Iteration 32F: 3 clusters Score -389092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Entering Unmasked Estep 
Score: -2377968.000000 Penalty: 2395.841553
	Iteration 0F: 2 clusters Score -2377968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2366704.250000 Penalty: 4791.683105
	Iteration 0F: 3 clusters Score -2366704 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2370505.500000 Penalty: 4791.683105
	Iteration 1F: 3 clusters Score -2370506 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2371067.000000 Penalty: 4791.683105
	Iteration 2F: 3 clusters Score -2371067 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2371710.750000 Penalty: 4791.683105
	Iteration 3F: 3 clusters Score -2371711 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2372573.250000 Penalty: 4791.683105
	Iteration 4F: 3 clusters Score -2372573 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2373580.000000 Penalty: 4791.683105
	Iteration 5F: 3 clusters Score -2373580 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2374508.000000 Penalty: 4791.683105
	Iteration 6F: 3 clusters Score -2374508 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2375341.250000 Penalty: 4791.683105
	Iteration 7F: 3 clusters Score -2375341 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2376029.000000 Penalty: 4791.683105
	Iteration 8F: 3 clusters Score -2376029 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2376491.000000 Penalty: 4791.683105
	Iteration 9Q: 3 clusters Score -2376491 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2376743.500000 Penalty: 4791.683105
	Iteration 10Q: 3 clusters Score -2376744 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2376892.000000 Penalty: 4791.683105
	Iteration 11Q: 3 clusters Score -2376892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2376975.750000 Penalty: 4791.683105
	Iteration 12Q: 3 clusters Score -2376976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2377019.000000 Penalty: 4791.683105
	Iteration 13Q: 3 clusters Score -2377019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2377051.750000 Penalty: 4791.683105
	Iteration 14Q: 3 clusters Score -2377052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2377069.000000 Penalty: 4791.683105
	Iteration 15Q: 3 clusters Score -2377069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2377088.000000 Penalty: 4791.683105
	Iteration 16Q: 3 clusters Score -2377088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2377098.750000 Penalty: 4791.683105
	Iteration 17Q: 3 clusters Score -2377099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2377112.500000 Penalty: 4791.683105
	Iteration 18Q: 3 clusters Score -2377112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2377131.750000 Penalty: 4791.683105
	Iteration 19Q: 3 clusters Score -2377132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2377138.500000 Penalty: 4791.683105
	Iteration 20F: 3 clusters Score -2377138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2377148.000000 Penalty: 4791.683105
	Iteration 21Q: 3 clusters Score -2377148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2377165.500000 Penalty: 4791.683105
	Iteration 22Q: 3 clusters Score -2377166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2377168.000000 Penalty: 4791.683105
	Iteration 23Q: 3 clusters Score -2377168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2377172.250000 Penalty: 4791.683105
	Iteration 24Q: 3 clusters Score -2377172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2377173.750000 Penalty: 4791.683105
	Iteration 25Q: 3 clusters Score -2377174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2377184.750000 Penalty: 4791.683105
	Iteration 26Q: 3 clusters Score -2377185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2377187.250000 Penalty: 4791.683105
	Iteration 27Q: 3 clusters Score -2377187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2377188.500000 Penalty: 4791.683105
	Iteration 28Q: 3 clusters Score -2377188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2377192.000000 Penalty: 4791.683105
	Iteration 29Q: 3 clusters Score -2377192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2377198.000000 Penalty: 4791.683105
	Iteration 30Q: 3 clusters Score -2377198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2377203.250000 Penalty: 4791.683105
	Iteration 31Q: 3 clusters Score -2377203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2377208.000000 Penalty: 4791.683105
	Iteration 32Q: 3 clusters Score -2377208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2377212.250000 Penalty: 4791.683105
	Iteration 33Q: 3 clusters Score -2377212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2377213.500000 Penalty: 4791.683105
	Iteration 34Q: 3 clusters Score -2377214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2377213.500000 Penalty: 4791.683105
	Iteration 35Q: 3 clusters Score -2377214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2377216.750000 Penalty: 4791.683105
	Iteration 36Q: 3 clusters Score -2377217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2377222.250000 Penalty: 4791.683105
	Iteration 37Q: 3 clusters Score -2377222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2377223.500000 Penalty: 4791.683105
	Iteration 38Q: 3 clusters Score -2377224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2377222.750000 Penalty: 4791.683105
	Iteration 39Q: 3 clusters Score -2377223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2377231.250000 Penalty: 4791.683105
	Iteration 40F: 3 clusters Score -2377231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2377236.250000 Penalty: 4791.683105
	Iteration 41Q: 3 clusters Score -2377236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2377239.250000 Penalty: 4791.683105
	Iteration 42Q: 3 clusters Score -2377239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2377241.750000 Penalty: 4791.683105
	Iteration 43Q: 3 clusters Score -2377242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2377241.500000 Penalty: 4791.683105
	Iteration 44Q: 3 clusters Score -2377242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2377243.250000 Penalty: 4791.683105
	Iteration 45Q: 3 clusters Score -2377243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2377253.750000 Penalty: 4791.683105
	Iteration 46Q: 3 clusters Score -2377254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2377253.250000 Penalty: 4791.683105
	Iteration 47Q: 3 clusters Score -2377253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2377257.250000 Penalty: 4791.683105
	Iteration 48Q: 3 clusters Score -2377257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2377263.000000 Penalty: 4791.683105
	Iteration 49Q: 3 clusters Score -2377263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2377268.500000 Penalty: 4791.683105
	Iteration 50Q: 3 clusters Score -2377268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2377273.000000 Penalty: 4791.683105
	Iteration 51Q: 3 clusters Score -2377273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2377276.250000 Penalty: 4791.683105
	Iteration 52Q: 3 clusters Score -2377276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2377275.000000 Penalty: 4791.683105
	Iteration 53Q: 3 clusters Score -2377275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2377279.250000 Penalty: 4791.683105
	Iteration 54Q: 3 clusters Score -2377279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2377277.500000 Penalty: 4791.683105
	Iteration 55Q: 3 clusters Score -2377278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2377277.000000 Penalty: 4791.683105
	Iteration 56Q: 3 clusters Score -2377277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2377273.250000 Penalty: 4791.683105
	Iteration 57Q: 3 clusters Score -2377273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2377278.500000 Penalty: 4791.683105
	Iteration 58Q: 3 clusters Score -2377278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2377276.500000 Penalty: 4791.683105
	Iteration 59Q: 3 clusters Score -2377276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2377278.750000 Penalty: 4791.683105
	Iteration 60F: 3 clusters Score -2377279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2377278.500000 Penalty: 4791.683105
	Iteration 61Q: 3 clusters Score -2377278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2377277.000000 Penalty: 4791.683105
	Iteration 62Q: 3 clusters Score -2377277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2377276.250000 Penalty: 4791.683105
	Iteration 63Q: 3 clusters Score -2377276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2377276.750000 Penalty: 4791.683105
	Iteration 64Q: 3 clusters Score -2377277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2377279.000000 Penalty: 4791.683105
	Iteration 65Q: 3 clusters Score -2377279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2377274.750000 Penalty: 4791.683105
	Iteration 66Q: 3 clusters Score -2377275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2377275.000000 Penalty: 4791.683105
	Iteration 67Q: 3 clusters Score -2377275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2377276.000000 Penalty: 4791.683105
	Iteration 68Q: 3 clusters Score -2377276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2377273.250000 Penalty: 4791.683105
	Iteration 69Q: 3 clusters Score -2377273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2377270.000000 Penalty: 4791.683105
	Iteration 70Q: 3 clusters Score -2377270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2377276.750000 Penalty: 4791.683105
	Iteration 71Q: 3 clusters Score -2377277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2377279.000000 Penalty: 4791.683105
	Iteration 72Q: 3 clusters Score -2377279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2377276.750000 Penalty: 4791.683105
	Iteration 73Q: 3 clusters Score -2377277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2377283.500000 Penalty: 4791.683105
	Iteration 74Q: 3 clusters Score -2377284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2377288.250000 Penalty: 4791.683105
	Iteration 75Q: 3 clusters Score -2377288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2377288.000000 Penalty: 4791.683105
	Iteration 76Q: 3 clusters Score -2377288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2377291.500000 Penalty: 4791.683105
	Iteration 77Q: 3 clusters Score -2377292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2377289.500000 Penalty: 4791.683105
	Iteration 78Q: 3 clusters Score -2377290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2377291.500000 Penalty: 4791.683105
	Iteration 79Q: 3 clusters Score -2377292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2377289.000000 Penalty: 4791.683105
	Iteration 80F: 3 clusters Score -2377289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2377291.500000 Penalty: 4791.683105
	Iteration 81Q: 3 clusters Score -2377292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2377296.750000 Penalty: 4791.683105
	Iteration 82Q: 3 clusters Score -2377297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2377295.500000 Penalty: 4791.683105
	Iteration 83Q: 3 clusters Score -2377296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2377292.000000 Penalty: 4791.683105
	Iteration 84Q: 3 clusters Score -2377292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2377293.000000 Penalty: 4791.683105
	Iteration 85Q: 3 clusters Score -2377293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2377293.000000 Penalty: 4791.683105
	Iteration 86F: 3 clusters Score -2377293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Entering Unmasked Estep 
Score: -6512831.000000 Penalty: 2642.223145
	Iteration 0F: 2 clusters Score -6512831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -6484111.500000 Penalty: 5284.446289
	Iteration 0F: 3 clusters Score -6484112 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -6494603.500000 Penalty: 5284.446289
	Iteration 1F: 3 clusters Score -6494604 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -6495023.500000 Penalty: 5284.446289
	Iteration 2Q: 3 clusters Score -6495024 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -6495489.500000 Penalty: 5284.446289
	Iteration 3Q: 3 clusters Score -6495490 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -6495972.000000 Penalty: 5284.446289
	Iteration 4Q: 3 clusters Score -6495972 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6496575.500000 Penalty: 5284.446289
	Iteration 5Q: 3 clusters Score -6496576 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -6497196.500000 Penalty: 5284.446289
	Iteration 6Q: 3 clusters Score -6497196 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -6497942.000000 Penalty: 5284.446289
	Iteration 7Q: 3 clusters Score -6497942 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -6498784.000000 Penalty: 5284.446289
	Iteration 8Q: 3 clusters Score -6498784 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -6499966.500000 Penalty: 5284.446289
	Iteration 9F: 3 clusters Score -6499966 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6501772.000000 Penalty: 5284.446289
	Iteration 10F: 3 clusters Score -6501772 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -6503930.500000 Penalty: 5284.446289
	Iteration 11F: 3 clusters Score -6503930 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -6506101.000000 Penalty: 5284.446289
	Iteration 12F: 3 clusters Score -6506101 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -6507739.500000 Penalty: 5284.446289
	Iteration 13Q: 3 clusters Score -6507740 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6508668.500000 Penalty: 5284.446289
	Iteration 14Q: 3 clusters Score -6508668 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6509192.500000 Penalty: 5284.446289
	Iteration 15Q: 3 clusters Score -6509192 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -6509505.500000 Penalty: 5284.446289
	Iteration 16Q: 3 clusters Score -6509506 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -6509743.500000 Penalty: 5284.446289
	Iteration 17Q: 3 clusters Score -6509744 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -6509914.500000 Penalty: 5284.446289
	Iteration 18Q: 3 clusters Score -6509914 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6510094.500000 Penalty: 5284.446289
	Iteration 19Q: 3 clusters Score -6510094 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6510205.500000 Penalty: 5284.446289
	Iteration 20F: 3 clusters Score -6510206 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -6510312.500000 Penalty: 5284.446289
	Iteration 21Q: 3 clusters Score -6510312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6510419.500000 Penalty: 5284.446289
	Iteration 22Q: 3 clusters Score -6510420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6510519.000000 Penalty: 5284.446289
	Iteration 23Q: 3 clusters Score -6510519 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6510584.500000 Penalty: 5284.446289
	Iteration 24Q: 3 clusters Score -6510584 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6510633.000000 Penalty: 5284.446289
	Iteration 25Q: 3 clusters Score -6510633 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6510679.500000 Penalty: 5284.446289
	Iteration 26Q: 3 clusters Score -6510680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6510745.000000 Penalty: 5284.446289
	Iteration 27Q: 3 clusters Score -6510745 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6510779.500000 Penalty: 5284.446289
	Iteration 28Q: 3 clusters Score -6510780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6510818.000000 Penalty: 5284.446289
	Iteration 29Q: 3 clusters Score -6510818 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6510859.000000 Penalty: 5284.446289
	Iteration 30Q: 3 clusters Score -6510859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6510910.500000 Penalty: 5284.446289
	Iteration 31Q: 3 clusters Score -6510910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6510930.000000 Penalty: 5284.446289
	Iteration 32Q: 3 clusters Score -6510930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6510953.000000 Penalty: 5284.446289
	Iteration 33Q: 3 clusters Score -6510953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6510989.500000 Penalty: 5284.446289
	Iteration 34Q: 3 clusters Score -6510990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6511026.000000 Penalty: 5284.446289
	Iteration 35Q: 3 clusters Score -6511026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6511047.500000 Penalty: 5284.446289
	Iteration 36Q: 3 clusters Score -6511048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6511074.500000 Penalty: 5284.446289
	Iteration 37Q: 3 clusters Score -6511074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6511089.000000 Penalty: 5284.446289
	Iteration 38Q: 3 clusters Score -6511089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6511125.000000 Penalty: 5284.446289
	Iteration 39Q: 3 clusters Score -6511125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6511130.000000 Penalty: 5284.446289
	Iteration 40F: 3 clusters Score -6511130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6511156.500000 Penalty: 5284.446289
	Iteration 41Q: 3 clusters Score -6511156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6511166.500000 Penalty: 5284.446289
	Iteration 42Q: 3 clusters Score -6511166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6511186.000000 Penalty: 5284.446289
	Iteration 43Q: 3 clusters Score -6511186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -6511190.500000 Penalty: 5284.446289
	Iteration 44Q: 3 clusters Score -6511190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6511209.500000 Penalty: 5284.446289
	Iteration 45Q: 3 clusters Score -6511210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6511205.000000 Penalty: 5284.446289
	Iteration 46Q: 3 clusters Score -6511205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6511208.000000 Penalty: 5284.446289
	Iteration 47Q: 3 clusters Score -6511208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6511211.500000 Penalty: 5284.446289
	Iteration 48Q: 3 clusters Score -6511212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6511220.500000 Penalty: 5284.446289
	Iteration 49Q: 3 clusters Score -6511220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6511221.500000 Penalty: 5284.446289
	Iteration 50Q: 3 clusters Score -6511222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6511219.000000 Penalty: 5284.446289
	Iteration 51Q: 3 clusters Score -6511219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6511221.000000 Penalty: 5284.446289
	Iteration 52Q: 3 clusters Score -6511221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6511217.500000 Penalty: 5284.446289
	Iteration 53Q: 3 clusters Score -6511218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6511223.000000 Penalty: 5284.446289
	Iteration 54Q: 3 clusters Score -6511223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6511222.000000 Penalty: 5284.446289
	Iteration 55Q: 3 clusters Score -6511222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6511226.500000 Penalty: 5284.446289
	Iteration 56Q: 3 clusters Score -6511226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6511230.500000 Penalty: 5284.446289
	Iteration 57Q: 3 clusters Score -6511230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6511223.000000 Penalty: 5284.446289
	Iteration 58Q: 3 clusters Score -6511223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6511229.000000 Penalty: 5284.446289
	Iteration 59Q: 3 clusters Score -6511229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6511233.500000 Penalty: 5284.446289
	Iteration 60F: 3 clusters Score -6511234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6511244.500000 Penalty: 5284.446289
	Iteration 61Q: 3 clusters Score -6511244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6511243.000000 Penalty: 5284.446289
	Iteration 62Q: 3 clusters Score -6511243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6511241.500000 Penalty: 5284.446289
	Iteration 63Q: 3 clusters Score -6511242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6511245.500000 Penalty: 5284.446289
	Iteration 64Q: 3 clusters Score -6511246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6511249.000000 Penalty: 5284.446289
	Iteration 65Q: 3 clusters Score -6511249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6511261.500000 Penalty: 5284.446289
	Iteration 66Q: 3 clusters Score -6511262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6511259.000000 Penalty: 5284.446289
	Iteration 67Q: 3 clusters Score -6511259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6511270.500000 Penalty: 5284.446289
	Iteration 68Q: 3 clusters Score -6511270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6511267.500000 Penalty: 5284.446289
	Iteration 69Q: 3 clusters Score -6511268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6511274.000000 Penalty: 5284.446289
	Iteration 70Q: 3 clusters Score -6511274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6511279.000000 Penalty: 5284.446289
	Iteration 71Q: 3 clusters Score -6511279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6511277.000000 Penalty: 5284.446289
	Iteration 72Q: 3 clusters Score -6511277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6511298.000000 Penalty: 5284.446289
	Iteration 73Q: 3 clusters Score -6511298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6511298.000000 Penalty: 5284.446289
	Iteration 74Q: 3 clusters Score -6511298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6511303.000000 Penalty: 5284.446289
	Iteration 75Q: 3 clusters Score -6511303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6511303.500000 Penalty: 5284.446289
	Iteration 76Q: 3 clusters Score -6511304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6511299.000000 Penalty: 5284.446289
	Iteration 77Q: 3 clusters Score -6511299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6511303.500000 Penalty: 5284.446289
	Iteration 78Q: 3 clusters Score -6511304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6511299.000000 Penalty: 5284.446289
	Iteration 79Q: 3 clusters Score -6511299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6511301.500000 Penalty: 5284.446289
	Iteration 80F: 3 clusters Score -6511302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6511304.000000 Penalty: 5284.446289
	Iteration 81Q: 3 clusters Score -6511304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6511306.000000 Penalty: 5284.446289
	Iteration 82Q: 3 clusters Score -6511306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6511307.000000 Penalty: 5284.446289
	Iteration 83Q: 3 clusters Score -6511307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6511307.500000 Penalty: 5284.446289
	Iteration 84Q: 3 clusters Score -6511308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6511307.500000 Penalty: 5284.446289
	Iteration 85Q: 3 clusters Score -6511308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6511311.000000 Penalty: 5284.446289
	Iteration 86Q: 3 clusters Score -6511311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6511309.500000 Penalty: 5284.446289
	Iteration 87Q: 3 clusters Score -6511310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6511304.000000 Penalty: 5284.446289
	Iteration 88Q: 3 clusters Score -6511304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6511307.500000 Penalty: 5284.446289
	Iteration 89Q: 3 clusters Score -6511308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6511299.000000 Penalty: 5284.446289
	Iteration 90Q: 3 clusters Score -6511299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6511302.000000 Penalty: 5284.446289
	Iteration 91Q: 3 clusters Score -6511302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6511308.500000 Penalty: 5284.446289
	Iteration 92Q: 3 clusters Score -6511308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6511310.500000 Penalty: 5284.446289
	Iteration 93Q: 3 clusters Score -6511310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6511307.000000 Penalty: 5284.446289
	Iteration 94Q: 3 clusters Score -6511307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6511308.500000 Penalty: 5284.446289
	Iteration 95Q: 3 clusters Score -6511308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6511319.500000 Penalty: 5284.446289
	Iteration 96Q: 3 clusters Score -6511320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6511320.000000 Penalty: 5284.446289
	Iteration 97Q: 3 clusters Score -6511320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6511318.500000 Penalty: 5284.446289
	Iteration 98Q: 3 clusters Score -6511318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6511321.500000 Penalty: 5284.446289
	Iteration 99Q: 3 clusters Score -6511322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6511330.000000 Penalty: 5284.446289
	Iteration 100F: 3 clusters Score -6511330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6511337.500000 Penalty: 5284.446289
	Iteration 101Q: 3 clusters Score -6511338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6511331.500000 Penalty: 5284.446289
	Iteration 102Q: 3 clusters Score -6511332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6511336.000000 Penalty: 5284.446289
	Iteration 103Q: 3 clusters Score -6511336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6511339.000000 Penalty: 5284.446289
	Iteration 104Q: 3 clusters Score -6511339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6511338.500000 Penalty: 5284.446289
	Iteration 105Q: 3 clusters Score -6511338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6511341.500000 Penalty: 5284.446289
	Iteration 106Q: 3 clusters Score -6511342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6511341.500000 Penalty: 5284.446289
	Iteration 107F: 3 clusters Score -6511342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Entering Unmasked Estep 
Score: -22667026.000000 Penalty: 2951.555664
	Iteration 0F: 2 clusters Score -2.266703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -22594384.000000 Penalty: 5903.111328
	Iteration 0F: 3 clusters Score -2.259438e+07 nChanged 70358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -22635462.000000 Penalty: 5903.111328
	Iteration 1F: 3 clusters Score -2.263546e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -22636952.000000 Penalty: 5903.111328
	Iteration 2Q: 3 clusters Score -2.263695e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -22638892.000000 Penalty: 5903.111328
	Iteration 3Q: 3 clusters Score -2.263889e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -22641468.000000 Penalty: 5903.111328
	Iteration 4Q: 3 clusters Score -2.264147e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -22644496.000000 Penalty: 5903.111328
	Iteration 5Q: 3 clusters Score -2.26445e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -22648356.000000 Penalty: 5903.111328
	Iteration 6F: 3 clusters Score -2.264836e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -22653494.000000 Penalty: 5903.111328
	Iteration 7F: 3 clusters Score -2.265349e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -22659020.000000 Penalty: 5903.111328
	Iteration 8F: 3 clusters Score -2.265902e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -22663976.000000 Penalty: 5903.111328
	Iteration 9F: 3 clusters Score -2.266398e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -22667392.000000 Penalty: 5903.111328
	Iteration 10Q: 3 clusters Score -2.266739e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -22669268.000000 Penalty: 5903.111328
	Iteration 11Q: 3 clusters Score -2.266927e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 105519 members 
Entering Unmasked Estep 
Score: -22670128.000000 Penalty: 5903.111328
	Iteration 12Q: 3 clusters Score -2.267013e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -22670802.000000 Penalty: 5903.111328
	Iteration 13Q: 3 clusters Score -2.26708e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -22671348.000000 Penalty: 5903.111328
	Iteration 14Q: 3 clusters Score -2.267135e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -22671652.000000 Penalty: 5903.111328
	Iteration 15Q: 3 clusters Score -2.267165e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 117412 members 
Entering Unmasked Estep 
Score: -22671728.000000 Penalty: 5903.111328
	Iteration 16Q: 3 clusters Score -2.267173e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -22671648.000000 Penalty: 5903.111328
	Iteration 17Q: 3 clusters Score -2.267165e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -22671492.000000 Penalty: 5903.111328
	Iteration 18Q: 3 clusters Score -2.267149e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 123602 members 
Entering Unmasked Estep 
Score: -22671384.000000 Penalty: 5903.111328
	Iteration 19Q: 3 clusters Score -2.267138e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -22671304.000000 Penalty: 5903.111328
	Iteration 20F: 3 clusters Score -2.26713e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
Score: -22671112.000000 Penalty: 5903.111328
	Iteration 21Q: 3 clusters Score -2.267111e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 127351 members 
Entering Unmasked Estep 
Score: -22670978.000000 Penalty: 5903.111328
	Iteration 22Q: 3 clusters Score -2.267098e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -22670684.000000 Penalty: 5903.111328
	Iteration 23Q: 3 clusters Score -2.267068e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 128955 members 
Entering Unmasked Estep 
Score: -22670598.000000 Penalty: 5903.111328
	Iteration 24Q: 3 clusters Score -2.26706e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 129576 members 
Entering Unmasked Estep 
Score: -22670432.000000 Penalty: 5903.111328
	Iteration 25Q: 3 clusters Score -2.267043e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -22670376.000000 Penalty: 5903.111328
	Iteration 26Q: 3 clusters Score -2.267038e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 130633 members 
Entering Unmasked Estep 
Score: -22670350.000000 Penalty: 5903.111328
	Iteration 27Q: 3 clusters Score -2.267035e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 131112 members 
Entering Unmasked Estep 
Score: -22670328.000000 Penalty: 5903.111328
	Iteration 28Q: 3 clusters Score -2.267033e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 131533 members 
Entering Unmasked Estep 
Score: -22670186.000000 Penalty: 5903.111328
	Iteration 29Q: 3 clusters Score -2.267019e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 131882 members 
Entering Unmasked Estep 
Score: -22670120.000000 Penalty: 5903.111328
	Iteration 30Q: 3 clusters Score -2.267012e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 132177 members 
Entering Unmasked Estep 
Score: -22670194.000000 Penalty: 5903.111328
	Iteration 31Q: 3 clusters Score -2.267019e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -22670136.000000 Penalty: 5903.111328
	Iteration 32Q: 3 clusters Score -2.267014e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 132699 members 
Entering Unmasked Estep 
Score: -22670090.000000 Penalty: 5903.111328
	Iteration 33Q: 3 clusters Score -2.267009e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 132916 members 
Entering Unmasked Estep 
Score: -22670236.000000 Penalty: 5903.111328
	Iteration 34Q: 3 clusters Score -2.267024e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 133102 members 
Entering Unmasked Estep 
Score: -22670264.000000 Penalty: 5903.111328
	Iteration 35Q: 3 clusters Score -2.267026e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 133279 members 
Entering Unmasked Estep 
Score: -22670166.000000 Penalty: 5903.111328
	Iteration 36Q: 3 clusters Score -2.267017e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 133416 members 
Entering Unmasked Estep 
Score: -22670078.000000 Penalty: 5903.111328
	Iteration 37Q: 3 clusters Score -2.267008e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
Score: -22670170.000000 Penalty: 5903.111328
	Iteration 38Q: 3 clusters Score -2.267017e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -22670104.000000 Penalty: 5903.111328
	Iteration 39Q: 3 clusters Score -2.26701e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 133637 members 
Entering Unmasked Estep 
Score: -22670178.000000 Penalty: 5903.111328
	Iteration 40F: 3 clusters Score -2.267018e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 133678 members 
Entering Unmasked Estep 
Score: -22670136.000000 Penalty: 5903.111328
	Iteration 41Q: 3 clusters Score -2.267014e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -22670174.000000 Penalty: 5903.111328
	Iteration 42Q: 3 clusters Score -2.267017e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -22670190.000000 Penalty: 5903.111328
	Iteration 43Q: 3 clusters Score -2.267019e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -22670146.000000 Penalty: 5903.111328
	Iteration 44Q: 3 clusters Score -2.267015e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -22670102.000000 Penalty: 5903.111328
	Iteration 45Q: 3 clusters Score -2.26701e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -22670134.000000 Penalty: 5903.111328
	Iteration 46Q: 3 clusters Score -2.267013e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -22670068.000000 Penalty: 5903.111328
	Iteration 47Q: 3 clusters Score -2.267007e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
Score: -22670022.000000 Penalty: 5903.111328
	Iteration 48Q: 3 clusters Score -2.267002e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 133871 members 
Entering Unmasked Estep 
Score: -22670002.000000 Penalty: 5903.111328
	Iteration 49Q: 3 clusters Score -2.267e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -22669996.000000 Penalty: 5903.111328
	Iteration 50Q: 3 clusters Score -2.267e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 133879 members 
Entering Unmasked Estep 
Score: -22669974.000000 Penalty: 5903.111328
	Iteration 51Q: 3 clusters Score -2.266997e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -22669944.000000 Penalty: 5903.111328
	Iteration 52Q: 3 clusters Score -2.266994e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -22670014.000000 Penalty: 5903.111328
	Iteration 53Q: 3 clusters Score -2.267001e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 133859 members 
Entering Unmasked Estep 
Score: -22670034.000000 Penalty: 5903.111328
	Iteration 54Q: 3 clusters Score -2.267003e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -22670046.000000 Penalty: 5903.111328
	Iteration 55Q: 3 clusters Score -2.267005e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -22670058.000000 Penalty: 5903.111328
	Iteration 56Q: 3 clusters Score -2.267006e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 133847 members 
Entering Unmasked Estep 
Score: -22669982.000000 Penalty: 5903.111328
	Iteration 57Q: 3 clusters Score -2.266998e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 133829 members 
Entering Unmasked Estep 
Score: -22670000.000000 Penalty: 5903.111328
	Iteration 58Q: 3 clusters Score -2.267e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 133781 members 
Entering Unmasked Estep 
Score: -22669984.000000 Penalty: 5903.111328
	Iteration 59Q: 3 clusters Score -2.266998e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -22669976.000000 Penalty: 5903.111328
	Iteration 60F: 3 clusters Score -2.266998e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -22670048.000000 Penalty: 5903.111328
	Iteration 61Q: 3 clusters Score -2.267005e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -22670126.000000 Penalty: 5903.111328
	Iteration 62Q: 3 clusters Score -2.267013e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -22670148.000000 Penalty: 5903.111328
	Iteration 63Q: 3 clusters Score -2.267015e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 133177 members 
Entering Unmasked Estep 
Score: -22670170.000000 Penalty: 5903.111328
	Iteration 64Q: 3 clusters Score -2.267017e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -22670188.000000 Penalty: 5903.111328
	Iteration 65Q: 3 clusters Score -2.267019e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 132782 members 
Entering Unmasked Estep 
Score: -22670278.000000 Penalty: 5903.111328
	Iteration 66Q: 3 clusters Score -2.267028e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 132546 members 
Entering Unmasked Estep 
Score: -22670296.000000 Penalty: 5903.111328
	Iteration 67Q: 3 clusters Score -2.26703e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -22670408.000000 Penalty: 5903.111328
	Iteration 68Q: 3 clusters Score -2.267041e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 132069 members 
Entering Unmasked Estep 
Score: -22670486.000000 Penalty: 5903.111328
	Iteration 69Q: 3 clusters Score -2.267049e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -22670476.000000 Penalty: 5903.111328
	Iteration 70Q: 3 clusters Score -2.267048e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 131497 members 
Entering Unmasked Estep 
Score: -22670556.000000 Penalty: 5903.111328
	Iteration 71Q: 3 clusters Score -2.267056e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 131139 members 
Entering Unmasked Estep 
Score: -22670640.000000 Penalty: 5903.111328
	Iteration 72Q: 3 clusters Score -2.267064e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -22670730.000000 Penalty: 5903.111328
	Iteration 73Q: 3 clusters Score -2.267073e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 130441 members 
Entering Unmasked Estep 
Score: -22670828.000000 Penalty: 5903.111328
	Iteration 74Q: 3 clusters Score -2.267083e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -22670950.000000 Penalty: 5903.111328
	Iteration 75Q: 3 clusters Score -2.267095e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -22671004.000000 Penalty: 5903.111328
	Iteration 76Q: 3 clusters Score -2.2671e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 129245 members 
Entering Unmasked Estep 
Score: -22671092.000000 Penalty: 5903.111328
	Iteration 77Q: 3 clusters Score -2.267109e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -22671094.000000 Penalty: 5903.111328
	Iteration 78Q: 3 clusters Score -2.267109e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -22671200.000000 Penalty: 5903.111328
	Iteration 79Q: 3 clusters Score -2.26712e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -22671376.000000 Penalty: 5903.111328
	Iteration 80F: 3 clusters Score -2.267138e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 127282 members 
Entering Unmasked Estep 
Score: -22671456.000000 Penalty: 5903.111328
	Iteration 81Q: 3 clusters Score -2.267146e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -22671642.000000 Penalty: 5903.111328
	Iteration 82Q: 3 clusters Score -2.267164e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -22671832.000000 Penalty: 5903.111328
	Iteration 83Q: 3 clusters Score -2.267183e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -22672076.000000 Penalty: 5903.111328
	Iteration 84Q: 3 clusters Score -2.267208e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -22672214.000000 Penalty: 5903.111328
	Iteration 85Q: 3 clusters Score -2.267221e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -22672400.000000 Penalty: 5903.111328
	Iteration 86Q: 3 clusters Score -2.26724e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 123272 members 
Entering Unmasked Estep 
Score: -22672640.000000 Penalty: 5903.111328
	Iteration 87Q: 3 clusters Score -2.267264e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 122496 members 
Entering Unmasked Estep 
Score: -22672818.000000 Penalty: 5903.111328
	Iteration 88Q: 3 clusters Score -2.267282e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -22672896.000000 Penalty: 5903.111328
	Iteration 89Q: 3 clusters Score -2.26729e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -22673070.000000 Penalty: 5903.111328
	Iteration 90Q: 3 clusters Score -2.267307e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 119748 members 
Entering Unmasked Estep 
Score: -22673196.000000 Penalty: 5903.111328
	Iteration 91Q: 3 clusters Score -2.26732e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -22673412.000000 Penalty: 5903.111328
	Iteration 92Q: 3 clusters Score -2.267341e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 117882 members 
Entering Unmasked Estep 
Score: -22673482.000000 Penalty: 5903.111328
	Iteration 93Q: 3 clusters Score -2.267348e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -22673616.000000 Penalty: 5903.111328
	Iteration 94Q: 3 clusters Score -2.267362e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -22673628.000000 Penalty: 5903.111328
	Iteration 95Q: 3 clusters Score -2.267363e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 115177 members 
Entering Unmasked Estep 
Score: -22673862.000000 Penalty: 5903.111328
	Iteration 96Q: 3 clusters Score -2.267386e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -22673980.000000 Penalty: 5903.111328
	Iteration 97Q: 3 clusters Score -2.267398e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 113472 members 
Entering Unmasked Estep 
Score: -22674040.000000 Penalty: 5903.111328
	Iteration 98Q: 3 clusters Score -2.267404e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -22674162.000000 Penalty: 5903.111328
	Iteration 99Q: 3 clusters Score -2.267416e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 111617 members 
Entering Unmasked Estep 
Score: -22674352.000000 Penalty: 5903.111328
	Iteration 100F: 3 clusters Score -2.267435e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -22674500.000000 Penalty: 5903.111328
	Iteration 101Q: 3 clusters Score -2.26745e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -22674558.000000 Penalty: 5903.111328
	Iteration 102Q: 3 clusters Score -2.267456e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -22674760.000000 Penalty: 5903.111328
	Iteration 103Q: 3 clusters Score -2.267476e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 107161 members 
Entering Unmasked Estep 
Score: -22674904.000000 Penalty: 5903.111328
	Iteration 104Q: 3 clusters Score -2.26749e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -22675130.000000 Penalty: 5903.111328
	Iteration 105Q: 3 clusters Score -2.267513e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 104817 members 
Entering Unmasked Estep 
Score: -22675178.000000 Penalty: 5903.111328
	Iteration 106Q: 3 clusters Score -2.267518e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -22675340.000000 Penalty: 5903.111328
	Iteration 107Q: 3 clusters Score -2.267534e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 102452 members 
Entering Unmasked Estep 
Score: -22675646.000000 Penalty: 5903.111328
	Iteration 108Q: 3 clusters Score -2.267565e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -22675932.000000 Penalty: 5903.111328
	Iteration 109Q: 3 clusters Score -2.267593e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -22676172.000000 Penalty: 5903.111328
	Iteration 110Q: 3 clusters Score -2.267617e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -22676414.000000 Penalty: 5903.111328
	Iteration 111Q: 3 clusters Score -2.267641e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -22676600.000000 Penalty: 5903.111328
	Iteration 112Q: 3 clusters Score -2.26766e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -22676860.000000 Penalty: 5903.111328
	Iteration 113Q: 3 clusters Score -2.267686e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -22677270.000000 Penalty: 5903.111328
	Iteration 114Q: 3 clusters Score -2.267727e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -22677466.000000 Penalty: 5903.111328
	Iteration 115Q: 3 clusters Score -2.267747e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -22677644.000000 Penalty: 5903.111328
	Iteration 116Q: 3 clusters Score -2.267764e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -22677840.000000 Penalty: 5903.111328
	Iteration 117Q: 3 clusters Score -2.267784e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -22678020.000000 Penalty: 5903.111328
	Iteration 118Q: 3 clusters Score -2.267802e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -22678148.000000 Penalty: 5903.111328
	Iteration 119Q: 3 clusters Score -2.267815e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -22678226.000000 Penalty: 5903.111328
	Iteration 120F: 3 clusters Score -2.267823e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -22678452.000000 Penalty: 5903.111328
	Iteration 121Q: 3 clusters Score -2.267845e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -22678724.000000 Penalty: 5903.111328
	Iteration 122Q: 3 clusters Score -2.267872e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 86468 members 
Entering Unmasked Estep 
Score: -22678876.000000 Penalty: 5903.111328
	Iteration 123Q: 3 clusters Score -2.267888e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -22679170.000000 Penalty: 5903.111328
	Iteration 124Q: 3 clusters Score -2.267917e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -22679388.000000 Penalty: 5903.111328
	Iteration 125Q: 3 clusters Score -2.267939e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -22679528.000000 Penalty: 5903.111328
	Iteration 126Q: 3 clusters Score -2.267953e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -22679828.000000 Penalty: 5903.111328
	Iteration 127Q: 3 clusters Score -2.267983e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -22680074.000000 Penalty: 5903.111328
	Iteration 128Q: 3 clusters Score -2.268007e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -22680300.000000 Penalty: 5903.111328
	Iteration 129Q: 3 clusters Score -2.26803e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -22680442.000000 Penalty: 5903.111328
	Iteration 130Q: 3 clusters Score -2.268044e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -22680612.000000 Penalty: 5903.111328
	Iteration 131Q: 3 clusters Score -2.268061e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -22680692.000000 Penalty: 5903.111328
	Iteration 132Q: 3 clusters Score -2.268069e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -22680822.000000 Penalty: 5903.111328
	Iteration 133Q: 3 clusters Score -2.268082e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -22681022.000000 Penalty: 5903.111328
	Iteration 134Q: 3 clusters Score -2.268102e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -22681090.000000 Penalty: 5903.111328
	Iteration 135Q: 3 clusters Score -2.268109e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -22681266.000000 Penalty: 5903.111328
	Iteration 136Q: 3 clusters Score -2.268127e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -22681430.000000 Penalty: 5903.111328
	Iteration 137Q: 3 clusters Score -2.268143e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -22681638.000000 Penalty: 5903.111328
	Iteration 138Q: 3 clusters Score -2.268164e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -22681670.000000 Penalty: 5903.111328
	Iteration 139Q: 3 clusters Score -2.268167e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -22681784.000000 Penalty: 5903.111328
	Iteration 140F: 3 clusters Score -2.268178e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -22681934.000000 Penalty: 5903.111328
	Iteration 141Q: 3 clusters Score -2.268193e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -22682012.000000 Penalty: 5903.111328
	Iteration 142Q: 3 clusters Score -2.268201e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -22682078.000000 Penalty: 5903.111328
	Iteration 143Q: 3 clusters Score -2.268208e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -22682360.000000 Penalty: 5903.111328
	Iteration 144Q: 3 clusters Score -2.268236e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -22682504.000000 Penalty: 5903.111328
	Iteration 145Q: 3 clusters Score -2.26825e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -22682520.000000 Penalty: 5903.111328
	Iteration 146Q: 3 clusters Score -2.268252e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -22682546.000000 Penalty: 5903.111328
	Iteration 147Q: 3 clusters Score -2.268255e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -22682568.000000 Penalty: 5903.111328
	Iteration 148Q: 3 clusters Score -2.268257e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -22682632.000000 Penalty: 5903.111328
	Iteration 149Q: 3 clusters Score -2.268263e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -22682678.000000 Penalty: 5903.111328
	Iteration 150Q: 3 clusters Score -2.268268e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -22682750.000000 Penalty: 5903.111328
	Iteration 151Q: 3 clusters Score -2.268275e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -22682748.000000 Penalty: 5903.111328
	Iteration 152Q: 3 clusters Score -2.268275e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -22682874.000000 Penalty: 5903.111328
	Iteration 153Q: 3 clusters Score -2.268287e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -22682968.000000 Penalty: 5903.111328
	Iteration 154Q: 3 clusters Score -2.268297e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -22683056.000000 Penalty: 5903.111328
	Iteration 155Q: 3 clusters Score -2.268306e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -22683158.000000 Penalty: 5903.111328
	Iteration 156Q: 3 clusters Score -2.268316e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -22682858.000000 Penalty: 5903.111328
	Iteration 157Q: 3 clusters Score -2.268286e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -22682516.000000 Penalty: 5903.111328
	Iteration 158Q: 3 clusters Score -2.268252e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -22682134.000000 Penalty: 5903.111328
	Iteration 159Q: 3 clusters Score -2.268213e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106562 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -22681756.000000 Penalty: 5903.111328
	Iteration 160F: 3 clusters Score -2.268176e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -22681086.000000 Penalty: 5903.111328
	Iteration 161Q: 3 clusters Score -2.268109e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -22680210.000000 Penalty: 5903.111328
	Iteration 162Q: 3 clusters Score -2.268021e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -22679158.000000 Penalty: 5903.111328
	Iteration 163Q: 3 clusters Score -2.267916e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -22677852.000000 Penalty: 5903.111328
	Iteration 164Q: 3 clusters Score -2.267785e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -22676254.000000 Penalty: 5903.111328
	Iteration 165Q: 3 clusters Score -2.267625e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125887 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -22674664.000000 Penalty: 5903.111328
	Iteration 166Q: 3 clusters Score -2.267466e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -22672614.000000 Penalty: 5903.111328
	Iteration 167Q: 3 clusters Score -2.267261e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -22670822.000000 Penalty: 5903.111328
	Iteration 168Q: 3 clusters Score -2.267082e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -22669214.000000 Penalty: 5903.111328
	Iteration 169Q: 3 clusters Score -2.266921e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -22667838.000000 Penalty: 5903.111328
	Iteration 170Q: 3 clusters Score -2.266784e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -22666880.000000 Penalty: 5903.111328
	Iteration 171Q: 3 clusters Score -2.266688e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -22666416.000000 Penalty: 5903.111328
	Iteration 172Q: 3 clusters Score -2.266642e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141853 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -22665968.000000 Penalty: 5903.111328
	Iteration 173Q: 3 clusters Score -2.266597e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22665716.000000 Penalty: 5903.111328
	Iteration 174Q: 3 clusters Score -2.266572e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -22665436.000000 Penalty: 5903.111328
	Iteration 175Q: 3 clusters Score -2.266544e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -22665160.000000 Penalty: 5903.111328
	Iteration 176Q: 3 clusters Score -2.266516e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144262 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -22665038.000000 Penalty: 5903.111328
	Iteration 177Q: 3 clusters Score -2.266504e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144611 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22664900.000000 Penalty: 5903.111328
	Iteration 178Q: 3 clusters Score -2.26649e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22664892.000000 Penalty: 5903.111328
	Iteration 179Q: 3 clusters Score -2.266489e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145123 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -22665460.000000 Penalty: 5903.111328
	Iteration 180F: 3 clusters Score -2.266546e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -22665020.000000 Penalty: 5903.111328
	Iteration 181Q: 3 clusters Score -2.266502e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146434 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22664878.000000 Penalty: 5903.111328
	Iteration 182Q: 3 clusters Score -2.266488e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146648 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -22664788.000000 Penalty: 5903.111328
	Iteration 183Q: 3 clusters Score -2.266479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22664762.000000 Penalty: 5903.111328
	Iteration 184Q: 3 clusters Score -2.266476e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146836 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22664732.000000 Penalty: 5903.111328
	Iteration 185Q: 3 clusters Score -2.266473e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22664744.000000 Penalty: 5903.111328
	Iteration 186Q: 3 clusters Score -2.266474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22664742.000000 Penalty: 5903.111328
	Iteration 187Q: 3 clusters Score -2.266474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22664726.000000 Penalty: 5903.111328
	Iteration 188Q: 3 clusters Score -2.266473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146959 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22664736.000000 Penalty: 5903.111328
	Iteration 189Q: 3 clusters Score -2.266474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22664766.000000 Penalty: 5903.111328
	Iteration 190Q: 3 clusters Score -2.266477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22664760.000000 Penalty: 5903.111328
	Iteration 191Q: 3 clusters Score -2.266476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146989 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22664774.000000 Penalty: 5903.111328
	Iteration 192Q: 3 clusters Score -2.266477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22664782.000000 Penalty: 5903.111328
	Iteration 193Q: 3 clusters Score -2.266478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22664788.000000 Penalty: 5903.111328
	Iteration 194Q: 3 clusters Score -2.266479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22664764.000000 Penalty: 5903.111328
	Iteration 195Q: 3 clusters Score -2.266476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22664746.000000 Penalty: 5903.111328
	Iteration 196Q: 3 clusters Score -2.266475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22664744.000000 Penalty: 5903.111328
	Iteration 197Q: 3 clusters Score -2.266474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147031 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22664738.000000 Penalty: 5903.111328
	Iteration 198Q: 3 clusters Score -2.266474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147036 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22664734.000000 Penalty: 5903.111328
	Iteration 199Q: 3 clusters Score -2.266473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147038 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22664738.000000 Penalty: 5903.111328
	Iteration 200F: 3 clusters Score -2.266474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -113442.007812 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -113442 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 409 members 
Entering Unmasked Estep 
Score: -111659.257812 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -111659.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111915.609375 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -111915.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111991.945312 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -111991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112053.953125 Penalty: 3316.187012
	Iteration 3Q: 3 clusters Score -112054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112116.968750 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -112117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112171.984375 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -112172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112212.218750 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -112212.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112249.765625 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -112249.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112309.382812 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -112309.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112351.710938 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -112351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112377.039062 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -112377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112407.140625 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -112407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112421.867188 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -112421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112444.039062 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -112444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112471.601562 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -112471.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112507.664062 Penalty: 3316.187012
	Iteration 15Q: 3 clusters Score -112507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112526.578125 Penalty: 3316.187012
	Iteration 16Q: 3 clusters Score -112526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112536.492188 Penalty: 3316.187012
	Iteration 17Q: 3 clusters Score -112536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112541.273438 Penalty: 3316.187012
	Iteration 18Q: 3 clusters Score -112541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112547.656250 Penalty: 3316.187012
	Iteration 19Q: 3 clusters Score -112547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112547.656250 Penalty: 3316.187012
	Iteration 20F: 3 clusters Score -112547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Entering Unmasked Estep 
Score: -8024717.000000 Penalty: 2697.634033
	Iteration 0F: 2 clusters Score -8024717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7989089.500000 Penalty: 5395.268066
	Iteration 0F: 3 clusters Score -7989090 nChanged 24411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -8002581.500000 Penalty: 5395.268066
	Iteration 1F: 3 clusters Score -8002582 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8003238.500000 Penalty: 5395.268066
	Iteration 2Q: 3 clusters Score -8003238 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -8003908.500000 Penalty: 5395.268066
	Iteration 3Q: 3 clusters Score -8003908 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -8005011.500000 Penalty: 5395.268066
	Iteration 4Q: 3 clusters Score -8005012 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -8006788.500000 Penalty: 5395.268066
	Iteration 5F: 3 clusters Score -8006788 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8009694.500000 Penalty: 5395.268066
	Iteration 6F: 3 clusters Score -8009694 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8013927.000000 Penalty: 5395.268066
	Iteration 7F: 3 clusters Score -8013927 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -8018073.000000 Penalty: 5395.268066
	Iteration 8F: 3 clusters Score -8018073 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -8020635.000000 Penalty: 5395.268066
	Iteration 9Q: 3 clusters Score -8020635 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -8021701.500000 Penalty: 5395.268066
	Iteration 10Q: 3 clusters Score -8021702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -8022087.500000 Penalty: 5395.268066
	Iteration 11Q: 3 clusters Score -8022088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -8022216.500000 Penalty: 5395.268066
	Iteration 12Q: 3 clusters Score -8022216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -8022279.500000 Penalty: 5395.268066
	Iteration 13Q: 3 clusters Score -8022280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -8022314.000000 Penalty: 5395.268066
	Iteration 14Q: 3 clusters Score -8022314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -8022332.000000 Penalty: 5395.268066
	Iteration 15Q: 3 clusters Score -8022332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -8022354.000000 Penalty: 5395.268066
	Iteration 16Q: 3 clusters Score -8022354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -8022360.500000 Penalty: 5395.268066
	Iteration 17Q: 3 clusters Score -8022360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -8022365.000000 Penalty: 5395.268066
	Iteration 18Q: 3 clusters Score -8022365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -8022374.000000 Penalty: 5395.268066
	Iteration 19Q: 3 clusters Score -8022374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -8022379.500000 Penalty: 5395.268066
	Iteration 20F: 3 clusters Score -8022380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Entering Unmasked Estep 
Score: -1023606.937500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -1023607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1018075.125000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -1018075 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1019408.000000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -1019408 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1019648.750000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -1019649 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1019811.687500 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -1019812 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1019947.812500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -1019948 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1020079.375000 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -1020079 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1020217.625000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -1020218 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1020362.750000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -1020363 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1020503.250000 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -1020503 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1020647.250000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -1020647 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1020779.687500 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -1020780 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1020900.812500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -1020901 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1021017.062500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -1021017 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1021126.312500 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -1021126 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1021234.625000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -1021235 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1021334.375000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -1021334 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1021400.000000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -1021400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1021445.375000 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -1021445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1021485.437500 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -1021485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1021522.562500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -1021523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1021557.375000 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -1021557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1021575.250000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -1021575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1021592.687500 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -1021593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1021604.312500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -1021604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1021628.125000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -1021628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1021651.437500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -1021651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1021674.562500 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -1021675 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1021705.187500 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -1021705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1021730.750000 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -1021731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1021754.375000 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -1021754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1021773.187500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -1021773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1021787.875000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -1021788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1021798.312500 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -1021798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1021806.562500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -1021807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1021812.875000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -1021813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1021816.062500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -1021816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1021824.000000 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -1021824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1021832.062500 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -1021832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1021836.187500 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -1021836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1021838.750000 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -1021839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1021841.625000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -1021842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1021842.375000 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -1021842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1021843.875000 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -1021844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1021847.125000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -1021847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1021847.062500 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -1021847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1021847.062500 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -1021847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1021847.062500 Penalty: 4365.528809
	Iteration 46F: 3 clusters Score -1021847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -480539.593750 Penalty: 2004.129028
	Iteration 0F: 2 clusters Score -480539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -477167.406250 Penalty: 4008.258057
	Iteration 0F: 3 clusters Score -477167.4 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -477952.250000 Penalty: 4008.258057
	Iteration 1F: 3 clusters Score -477952.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -478246.000000 Penalty: 4008.258057
	Iteration 2F: 3 clusters Score -478246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -478468.093750 Penalty: 4008.258057
	Iteration 3F: 3 clusters Score -478468.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -478658.312500 Penalty: 4008.258057
	Iteration 4F: 3 clusters Score -478658.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -478786.625000 Penalty: 4008.258057
	Iteration 5Q: 3 clusters Score -478786.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -478899.000000 Penalty: 4008.258057
	Iteration 6Q: 3 clusters Score -478899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -479003.343750 Penalty: 4008.258057
	Iteration 7Q: 3 clusters Score -479003.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -479099.406250 Penalty: 4008.258057
	Iteration 8Q: 3 clusters Score -479099.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -479176.062500 Penalty: 4008.258057
	Iteration 9Q: 3 clusters Score -479176.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -479214.250000 Penalty: 4008.258057
	Iteration 10Q: 3 clusters Score -479214.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -479251.906250 Penalty: 4008.258057
	Iteration 11Q: 3 clusters Score -479251.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -479280.187500 Penalty: 4008.258057
	Iteration 12Q: 3 clusters Score -479280.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -479300.562500 Penalty: 4008.258057
	Iteration 13Q: 3 clusters Score -479300.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -479313.531250 Penalty: 4008.258057
	Iteration 14Q: 3 clusters Score -479313.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -479321.218750 Penalty: 4008.258057
	Iteration 15Q: 3 clusters Score -479321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -479326.281250 Penalty: 4008.258057
	Iteration 16Q: 3 clusters Score -479326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -479328.468750 Penalty: 4008.258057
	Iteration 17Q: 3 clusters Score -479328.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -479328.625000 Penalty: 4008.258057
	Iteration 18Q: 3 clusters Score -479328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -479328.625000 Penalty: 4008.258057
	Iteration 19F: 3 clusters Score -479328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Entering Unmasked Estep 
Score: -2750519.500000 Penalty: 2429.797607
	Iteration 0F: 2 clusters Score -2750520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2737848.250000 Penalty: 4859.595215
	Iteration 0F: 3 clusters Score -2737848 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2741961.250000 Penalty: 4859.595215
	Iteration 1F: 3 clusters Score -2741961 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2742375.750000 Penalty: 4859.595215
	Iteration 2F: 3 clusters Score -2742376 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2742789.250000 Penalty: 4859.595215
	Iteration 3F: 3 clusters Score -2742789 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2743169.500000 Penalty: 4859.595215
	Iteration 4Q: 3 clusters Score -2743170 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2743511.250000 Penalty: 4859.595215
	Iteration 5Q: 3 clusters Score -2743511 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2743853.500000 Penalty: 4859.595215
	Iteration 6Q: 3 clusters Score -2743854 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2744187.250000 Penalty: 4859.595215
	Iteration 7Q: 3 clusters Score -2744187 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2744532.750000 Penalty: 4859.595215
	Iteration 8Q: 3 clusters Score -2744533 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2744864.500000 Penalty: 4859.595215
	Iteration 9Q: 3 clusters Score -2744864 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2745203.250000 Penalty: 4859.595215
	Iteration 10Q: 3 clusters Score -2745203 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2745553.500000 Penalty: 4859.595215
	Iteration 11Q: 3 clusters Score -2745554 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2745844.250000 Penalty: 4859.595215
	Iteration 12Q: 3 clusters Score -2745844 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2746059.500000 Penalty: 4859.595215
	Iteration 13Q: 3 clusters Score -2746060 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2746221.250000 Penalty: 4859.595215
	Iteration 14Q: 3 clusters Score -2746221 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2746354.250000 Penalty: 4859.595215
	Iteration 15Q: 3 clusters Score -2746354 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2746422.500000 Penalty: 4859.595215
	Iteration 16Q: 3 clusters Score -2746422 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2746515.250000 Penalty: 4859.595215
	Iteration 17Q: 3 clusters Score -2746515 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2746611.250000 Penalty: 4859.595215
	Iteration 18Q: 3 clusters Score -2746611 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2746697.750000 Penalty: 4859.595215
	Iteration 19Q: 3 clusters Score -2746698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2746781.750000 Penalty: 4859.595215
	Iteration 20F: 3 clusters Score -2746782 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2746871.000000 Penalty: 4859.595215
	Iteration 21Q: 3 clusters Score -2746871 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2746959.000000 Penalty: 4859.595215
	Iteration 22Q: 3 clusters Score -2746959 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2747043.750000 Penalty: 4859.595215
	Iteration 23Q: 3 clusters Score -2747044 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2747144.250000 Penalty: 4859.595215
	Iteration 24Q: 3 clusters Score -2747144 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2747248.750000 Penalty: 4859.595215
	Iteration 25Q: 3 clusters Score -2747249 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2747355.750000 Penalty: 4859.595215
	Iteration 26Q: 3 clusters Score -2747356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2747444.500000 Penalty: 4859.595215
	Iteration 27Q: 3 clusters Score -2747444 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2747536.000000 Penalty: 4859.595215
	Iteration 28Q: 3 clusters Score -2747536 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2747617.250000 Penalty: 4859.595215
	Iteration 29Q: 3 clusters Score -2747617 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2747704.750000 Penalty: 4859.595215
	Iteration 30Q: 3 clusters Score -2747705 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2747806.750000 Penalty: 4859.595215
	Iteration 31Q: 3 clusters Score -2747807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2747894.000000 Penalty: 4859.595215
	Iteration 32Q: 3 clusters Score -2747894 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2747962.500000 Penalty: 4859.595215
	Iteration 33Q: 3 clusters Score -2747962 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2748025.000000 Penalty: 4859.595215
	Iteration 34Q: 3 clusters Score -2748025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2748089.500000 Penalty: 4859.595215
	Iteration 35Q: 3 clusters Score -2748090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2748148.250000 Penalty: 4859.595215
	Iteration 36Q: 3 clusters Score -2748148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2748178.000000 Penalty: 4859.595215
	Iteration 37Q: 3 clusters Score -2748178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2748217.500000 Penalty: 4859.595215
	Iteration 38Q: 3 clusters Score -2748218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2748246.000000 Penalty: 4859.595215
	Iteration 39Q: 3 clusters Score -2748246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2748278.000000 Penalty: 4859.595215
	Iteration 40F: 3 clusters Score -2748278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2748312.000000 Penalty: 4859.595215
	Iteration 41Q: 3 clusters Score -2748312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2748326.250000 Penalty: 4859.595215
	Iteration 42Q: 3 clusters Score -2748326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2748353.500000 Penalty: 4859.595215
	Iteration 43Q: 3 clusters Score -2748354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2748368.500000 Penalty: 4859.595215
	Iteration 44Q: 3 clusters Score -2748368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2748384.250000 Penalty: 4859.595215
	Iteration 45Q: 3 clusters Score -2748384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2748401.750000 Penalty: 4859.595215
	Iteration 46Q: 3 clusters Score -2748402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2748428.750000 Penalty: 4859.595215
	Iteration 47Q: 3 clusters Score -2748429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2748438.250000 Penalty: 4859.595215
	Iteration 48Q: 3 clusters Score -2748438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2748451.750000 Penalty: 4859.595215
	Iteration 49Q: 3 clusters Score -2748452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2748466.000000 Penalty: 4859.595215
	Iteration 50Q: 3 clusters Score -2748466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2748473.500000 Penalty: 4859.595215
	Iteration 51Q: 3 clusters Score -2748474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2748482.250000 Penalty: 4859.595215
	Iteration 52Q: 3 clusters Score -2748482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2748488.750000 Penalty: 4859.595215
	Iteration 53Q: 3 clusters Score -2748489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2748491.750000 Penalty: 4859.595215
	Iteration 54Q: 3 clusters Score -2748492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2748499.250000 Penalty: 4859.595215
	Iteration 55Q: 3 clusters Score -2748499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2748503.000000 Penalty: 4859.595215
	Iteration 56Q: 3 clusters Score -2748503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2748505.750000 Penalty: 4859.595215
	Iteration 57Q: 3 clusters Score -2748506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2748512.000000 Penalty: 4859.595215
	Iteration 58Q: 3 clusters Score -2748512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2748521.750000 Penalty: 4859.595215
	Iteration 59Q: 3 clusters Score -2748522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2748525.500000 Penalty: 4859.595215
	Iteration 60F: 3 clusters Score -2748526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2748535.750000 Penalty: 4859.595215
	Iteration 61Q: 3 clusters Score -2748536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2748542.750000 Penalty: 4859.595215
	Iteration 62Q: 3 clusters Score -2748543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2748549.000000 Penalty: 4859.595215
	Iteration 63Q: 3 clusters Score -2748549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2748550.250000 Penalty: 4859.595215
	Iteration 64Q: 3 clusters Score -2748550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2748553.750000 Penalty: 4859.595215
	Iteration 65Q: 3 clusters Score -2748554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2748552.250000 Penalty: 4859.595215
	Iteration 66Q: 3 clusters Score -2748552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2748563.750000 Penalty: 4859.595215
	Iteration 67Q: 3 clusters Score -2748564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2748564.500000 Penalty: 4859.595215
	Iteration 68Q: 3 clusters Score -2748564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2748563.750000 Penalty: 4859.595215
	Iteration 69Q: 3 clusters Score -2748564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2748569.250000 Penalty: 4859.595215
	Iteration 70Q: 3 clusters Score -2748569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2748568.000000 Penalty: 4859.595215
	Iteration 71Q: 3 clusters Score -2748568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2748569.750000 Penalty: 4859.595215
	Iteration 72Q: 3 clusters Score -2748570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2748570.250000 Penalty: 4859.595215
	Iteration 73Q: 3 clusters Score -2748570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2748572.250000 Penalty: 4859.595215
	Iteration 74Q: 3 clusters Score -2748572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2748572.250000 Penalty: 4859.595215
	Iteration 75Q: 3 clusters Score -2748572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2748573.250000 Penalty: 4859.595215
	Iteration 76Q: 3 clusters Score -2748573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2748574.750000 Penalty: 4859.595215
	Iteration 77Q: 3 clusters Score -2748575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2748575.750000 Penalty: 4859.595215
	Iteration 78Q: 3 clusters Score -2748576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2748577.250000 Penalty: 4859.595215
	Iteration 79Q: 3 clusters Score -2748577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2748581.750000 Penalty: 4859.595215
	Iteration 80F: 3 clusters Score -2748582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2748580.250000 Penalty: 4859.595215
	Iteration 81Q: 3 clusters Score -2748580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2748581.500000 Penalty: 4859.595215
	Iteration 82Q: 3 clusters Score -2748582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2748580.500000 Penalty: 4859.595215
	Iteration 83Q: 3 clusters Score -2748580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2748580.500000 Penalty: 4859.595215
	Iteration 84Q: 3 clusters Score -2748580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2748581.000000 Penalty: 4859.595215
	Iteration 85Q: 3 clusters Score -2748581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2748583.750000 Penalty: 4859.595215
	Iteration 86Q: 3 clusters Score -2748584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2748583.500000 Penalty: 4859.595215
	Iteration 87Q: 3 clusters Score -2748584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2748581.250000 Penalty: 4859.595215
	Iteration 88Q: 3 clusters Score -2748581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2748579.750000 Penalty: 4859.595215
	Iteration 89Q: 3 clusters Score -2748580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2748583.750000 Penalty: 4859.595215
	Iteration 90Q: 3 clusters Score -2748584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2748584.000000 Penalty: 4859.595215
	Iteration 91Q: 3 clusters Score -2748584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2748584.750000 Penalty: 4859.595215
	Iteration 92Q: 3 clusters Score -2748585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2748587.000000 Penalty: 4859.595215
	Iteration 93Q: 3 clusters Score -2748587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2748586.000000 Penalty: 4859.595215
	Iteration 94Q: 3 clusters Score -2748586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2748588.500000 Penalty: 4859.595215
	Iteration 95Q: 3 clusters Score -2748588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2748587.250000 Penalty: 4859.595215
	Iteration 96Q: 3 clusters Score -2748587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2748586.000000 Penalty: 4859.595215
	Iteration 97Q: 3 clusters Score -2748586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2748588.250000 Penalty: 4859.595215
	Iteration 98Q: 3 clusters Score -2748588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2748587.750000 Penalty: 4859.595215
	Iteration 99Q: 3 clusters Score -2748588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2748586.250000 Penalty: 4859.595215
	Iteration 100F: 3 clusters Score -2748586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -1154709.375000 Penalty: 2222.545898
	Iteration 0F: 2 clusters Score -1154709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1148466.750000 Penalty: 4445.091797
	Iteration 0F: 3 clusters Score -1148467 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1150338.125000 Penalty: 4445.091797
	Iteration 1F: 3 clusters Score -1150338 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1150848.125000 Penalty: 4445.091797
	Iteration 2F: 3 clusters Score -1150848 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1151299.750000 Penalty: 4445.091797
	Iteration 3F: 3 clusters Score -1151300 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1151619.625000 Penalty: 4445.091797
	Iteration 4F: 3 clusters Score -1151620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1151841.500000 Penalty: 4445.091797
	Iteration 5Q: 3 clusters Score -1151842 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1152028.500000 Penalty: 4445.091797
	Iteration 6Q: 3 clusters Score -1152028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1152191.875000 Penalty: 4445.091797
	Iteration 7Q: 3 clusters Score -1152192 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1152308.875000 Penalty: 4445.091797
	Iteration 8Q: 3 clusters Score -1152309 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1152397.875000 Penalty: 4445.091797
	Iteration 9Q: 3 clusters Score -1152398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1152496.250000 Penalty: 4445.091797
	Iteration 10Q: 3 clusters Score -1152496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1152603.500000 Penalty: 4445.091797
	Iteration 11Q: 3 clusters Score -1152604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1152696.875000 Penalty: 4445.091797
	Iteration 12Q: 3 clusters Score -1152697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1152775.750000 Penalty: 4445.091797
	Iteration 13Q: 3 clusters Score -1152776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1152841.875000 Penalty: 4445.091797
	Iteration 14Q: 3 clusters Score -1152842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1152923.250000 Penalty: 4445.091797
	Iteration 15Q: 3 clusters Score -1152923 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1152994.750000 Penalty: 4445.091797
	Iteration 16Q: 3 clusters Score -1152995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1153104.000000 Penalty: 4445.091797
	Iteration 17Q: 3 clusters Score -1153104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1153252.125000 Penalty: 4445.091797
	Iteration 18Q: 3 clusters Score -1153252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1153530.625000 Penalty: 4445.091797
	Iteration 19Q: 3 clusters Score -1153531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1153923.250000 Penalty: 4445.091797
	Iteration 20F: 3 clusters Score -1153923 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1154112.750000 Penalty: 4445.091797
	Iteration 21Q: 3 clusters Score -1154113 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1154223.875000 Penalty: 4445.091797
	Iteration 22Q: 3 clusters Score -1154224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1154314.375000 Penalty: 4445.091797
	Iteration 23Q: 3 clusters Score -1154314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1154369.250000 Penalty: 4445.091797
	Iteration 24Q: 3 clusters Score -1154369 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1154411.500000 Penalty: 4445.091797
	Iteration 25Q: 3 clusters Score -1154412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1154445.000000 Penalty: 4445.091797
	Iteration 26Q: 3 clusters Score -1154445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1154472.750000 Penalty: 4445.091797
	Iteration 27Q: 3 clusters Score -1154473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1154503.625000 Penalty: 4445.091797
	Iteration 28Q: 3 clusters Score -1154504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1154527.250000 Penalty: 4445.091797
	Iteration 29Q: 3 clusters Score -1154527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1154545.500000 Penalty: 4445.091797
	Iteration 30Q: 3 clusters Score -1154546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1154558.125000 Penalty: 4445.091797
	Iteration 31Q: 3 clusters Score -1154558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1154566.750000 Penalty: 4445.091797
	Iteration 32Q: 3 clusters Score -1154567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1154573.250000 Penalty: 4445.091797
	Iteration 33Q: 3 clusters Score -1154573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1154577.125000 Penalty: 4445.091797
	Iteration 34Q: 3 clusters Score -1154577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1154579.500000 Penalty: 4445.091797
	Iteration 35Q: 3 clusters Score -1154580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1154580.875000 Penalty: 4445.091797
	Iteration 36Q: 3 clusters Score -1154581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1154581.625000 Penalty: 4445.091797
	Iteration 37Q: 3 clusters Score -1154582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1154583.125000 Penalty: 4445.091797
	Iteration 38Q: 3 clusters Score -1154583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1154582.875000 Penalty: 4445.091797
	Iteration 39Q: 3 clusters Score -1154583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1154586.000000 Penalty: 4445.091797
	Iteration 40F: 3 clusters Score -1154586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1154586.250000 Penalty: 4445.091797
	Iteration 41Q: 3 clusters Score -1154586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1154586.375000 Penalty: 4445.091797
	Iteration 42Q: 3 clusters Score -1154586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1154586.875000 Penalty: 4445.091797
	Iteration 43Q: 3 clusters Score -1154587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1154586.875000 Penalty: 4445.091797
	Iteration 44F: 3 clusters Score -1154587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Entering Unmasked Estep 
Score: -1886559.000000 Penalty: 2340.375244
	Iteration 0F: 2 clusters Score -1886559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1877314.750000 Penalty: 4680.750488
	Iteration 0F: 3 clusters Score -1877315 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1880266.750000 Penalty: 4680.750488
	Iteration 1F: 3 clusters Score -1880267 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1880854.000000 Penalty: 4680.750488
	Iteration 2F: 3 clusters Score -1880854 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1881597.500000 Penalty: 4680.750488
	Iteration 3F: 3 clusters Score -1881598 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1882429.000000 Penalty: 4680.750488
	Iteration 4F: 3 clusters Score -1882429 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1883146.250000 Penalty: 4680.750488
	Iteration 5F: 3 clusters Score -1883146 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1883704.750000 Penalty: 4680.750488
	Iteration 6F: 3 clusters Score -1883705 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1884056.750000 Penalty: 4680.750488
	Iteration 7Q: 3 clusters Score -1884057 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1884252.500000 Penalty: 4680.750488
	Iteration 8Q: 3 clusters Score -1884252 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1884394.000000 Penalty: 4680.750488
	Iteration 9Q: 3 clusters Score -1884394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1884493.500000 Penalty: 4680.750488
	Iteration 10Q: 3 clusters Score -1884494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1884560.125000 Penalty: 4680.750488
	Iteration 11Q: 3 clusters Score -1884560 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1884620.250000 Penalty: 4680.750488
	Iteration 12Q: 3 clusters Score -1884620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1884661.750000 Penalty: 4680.750488
	Iteration 13Q: 3 clusters Score -1884662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1884696.375000 Penalty: 4680.750488
	Iteration 14Q: 3 clusters Score -1884696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1884734.250000 Penalty: 4680.750488
	Iteration 15Q: 3 clusters Score -1884734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1884757.750000 Penalty: 4680.750488
	Iteration 16Q: 3 clusters Score -1884758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1884777.500000 Penalty: 4680.750488
	Iteration 17Q: 3 clusters Score -1884778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1884805.250000 Penalty: 4680.750488
	Iteration 18Q: 3 clusters Score -1884805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1884818.125000 Penalty: 4680.750488
	Iteration 19Q: 3 clusters Score -1884818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1884830.375000 Penalty: 4680.750488
	Iteration 20F: 3 clusters Score -1884830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1884838.750000 Penalty: 4680.750488
	Iteration 21Q: 3 clusters Score -1884839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1884848.875000 Penalty: 4680.750488
	Iteration 22Q: 3 clusters Score -1884849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1884857.625000 Penalty: 4680.750488
	Iteration 23Q: 3 clusters Score -1884858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1884861.500000 Penalty: 4680.750488
	Iteration 24Q: 3 clusters Score -1884862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1884866.875000 Penalty: 4680.750488
	Iteration 25Q: 3 clusters Score -1884867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1884881.250000 Penalty: 4680.750488
	Iteration 26Q: 3 clusters Score -1884881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1884882.000000 Penalty: 4680.750488
	Iteration 27Q: 3 clusters Score -1884882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1884887.875000 Penalty: 4680.750488
	Iteration 28Q: 3 clusters Score -1884888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1884895.125000 Penalty: 4680.750488
	Iteration 29Q: 3 clusters Score -1884895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1884900.750000 Penalty: 4680.750488
	Iteration 30Q: 3 clusters Score -1884901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1884904.250000 Penalty: 4680.750488
	Iteration 31Q: 3 clusters Score -1884904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1884910.125000 Penalty: 4680.750488
	Iteration 32Q: 3 clusters Score -1884910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1884912.875000 Penalty: 4680.750488
	Iteration 33Q: 3 clusters Score -1884913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1884916.375000 Penalty: 4680.750488
	Iteration 34Q: 3 clusters Score -1884916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1884917.125000 Penalty: 4680.750488
	Iteration 35Q: 3 clusters Score -1884917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1884915.875000 Penalty: 4680.750488
	Iteration 36Q: 3 clusters Score -1884916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1884917.750000 Penalty: 4680.750488
	Iteration 37Q: 3 clusters Score -1884918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1884916.375000 Penalty: 4680.750488
	Iteration 38Q: 3 clusters Score -1884916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1884922.750000 Penalty: 4680.750488
	Iteration 39Q: 3 clusters Score -1884923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1884922.750000 Penalty: 4680.750488
	Iteration 40F: 3 clusters Score -1884923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1884928.375000 Penalty: 4680.750488
	Iteration 41Q: 3 clusters Score -1884928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1884931.250000 Penalty: 4680.750488
	Iteration 42Q: 3 clusters Score -1884931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1884930.875000 Penalty: 4680.750488
	Iteration 43Q: 3 clusters Score -1884931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1884928.500000 Penalty: 4680.750488
	Iteration 44Q: 3 clusters Score -1884928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1884931.500000 Penalty: 4680.750488
	Iteration 45Q: 3 clusters Score -1884932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1884936.500000 Penalty: 4680.750488
	Iteration 46Q: 3 clusters Score -1884936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1884934.750000 Penalty: 4680.750488
	Iteration 47Q: 3 clusters Score -1884935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1884939.625000 Penalty: 4680.750488
	Iteration 48Q: 3 clusters Score -1884940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1884943.125000 Penalty: 4680.750488
	Iteration 49Q: 3 clusters Score -1884943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1884940.750000 Penalty: 4680.750488
	Iteration 50Q: 3 clusters Score -1884941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1884942.750000 Penalty: 4680.750488
	Iteration 51Q: 3 clusters Score -1884943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1884945.000000 Penalty: 4680.750488
	Iteration 52Q: 3 clusters Score -1884945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1884947.625000 Penalty: 4680.750488
	Iteration 53Q: 3 clusters Score -1884948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1884955.125000 Penalty: 4680.750488
	Iteration 54Q: 3 clusters Score -1884955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1884962.250000 Penalty: 4680.750488
	Iteration 55Q: 3 clusters Score -1884962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1884966.125000 Penalty: 4680.750488
	Iteration 56Q: 3 clusters Score -1884966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1884973.625000 Penalty: 4680.750488
	Iteration 57Q: 3 clusters Score -1884974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1884984.625000 Penalty: 4680.750488
	Iteration 58Q: 3 clusters Score -1884985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1884988.375000 Penalty: 4680.750488
	Iteration 59Q: 3 clusters Score -1884988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1884994.625000 Penalty: 4680.750488
	Iteration 60F: 3 clusters Score -1884995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1884998.375000 Penalty: 4680.750488
	Iteration 61Q: 3 clusters Score -1884998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1885003.125000 Penalty: 4680.750488
	Iteration 62Q: 3 clusters Score -1885003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1885008.750000 Penalty: 4680.750488
	Iteration 63Q: 3 clusters Score -1885009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1885011.375000 Penalty: 4680.750488
	Iteration 64Q: 3 clusters Score -1885011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1885013.125000 Penalty: 4680.750488
	Iteration 65Q: 3 clusters Score -1885013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1885015.625000 Penalty: 4680.750488
	Iteration 66Q: 3 clusters Score -1885016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1885018.000000 Penalty: 4680.750488
	Iteration 67Q: 3 clusters Score -1885018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1885022.250000 Penalty: 4680.750488
	Iteration 68Q: 3 clusters Score -1885022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1885021.625000 Penalty: 4680.750488
	Iteration 69Q: 3 clusters Score -1885022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1885025.500000 Penalty: 4680.750488
	Iteration 70Q: 3 clusters Score -1885026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1885022.625000 Penalty: 4680.750488
	Iteration 71Q: 3 clusters Score -1885023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1885023.000000 Penalty: 4680.750488
	Iteration 72Q: 3 clusters Score -1885023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1885028.000000 Penalty: 4680.750488
	Iteration 73Q: 3 clusters Score -1885028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1885026.875000 Penalty: 4680.750488
	Iteration 74Q: 3 clusters Score -1885027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1885025.750000 Penalty: 4680.750488
	Iteration 75Q: 3 clusters Score -1885026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1885025.375000 Penalty: 4680.750488
	Iteration 76Q: 3 clusters Score -1885025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1885033.000000 Penalty: 4680.750488
	Iteration 77Q: 3 clusters Score -1885033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1885040.000000 Penalty: 4680.750488
	Iteration 78Q: 3 clusters Score -1885040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1885045.625000 Penalty: 4680.750488
	Iteration 79Q: 3 clusters Score -1885046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1885049.500000 Penalty: 4680.750488
	Iteration 80F: 3 clusters Score -1885050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1885052.750000 Penalty: 4680.750488
	Iteration 81Q: 3 clusters Score -1885053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1885053.625000 Penalty: 4680.750488
	Iteration 82Q: 3 clusters Score -1885054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1885054.375000 Penalty: 4680.750488
	Iteration 83Q: 3 clusters Score -1885054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1885057.375000 Penalty: 4680.750488
	Iteration 84Q: 3 clusters Score -1885057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1885062.625000 Penalty: 4680.750488
	Iteration 85Q: 3 clusters Score -1885063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1885062.875000 Penalty: 4680.750488
	Iteration 86Q: 3 clusters Score -1885063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1885060.250000 Penalty: 4680.750488
	Iteration 87Q: 3 clusters Score -1885060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1885062.125000 Penalty: 4680.750488
	Iteration 88Q: 3 clusters Score -1885062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1885058.875000 Penalty: 4680.750488
	Iteration 89Q: 3 clusters Score -1885059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1885062.375000 Penalty: 4680.750488
	Iteration 90Q: 3 clusters Score -1885062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1885062.375000 Penalty: 4680.750488
	Iteration 91F: 3 clusters Score -1885062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Entering Unmasked Estep 
Score: -4103506.250000 Penalty: 2531.233887
	Iteration 0F: 2 clusters Score -4103506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4084897.000000 Penalty: 5062.467773
	Iteration 0F: 3 clusters Score -4084897 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4091784.750000 Penalty: 5062.467773
	Iteration 1F: 3 clusters Score -4091785 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -4092342.000000 Penalty: 5062.467773
	Iteration 2F: 3 clusters Score -4092342 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4092822.500000 Penalty: 5062.467773
	Iteration 3Q: 3 clusters Score -4092822 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4093225.250000 Penalty: 5062.467773
	Iteration 4Q: 3 clusters Score -4093225 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4093623.500000 Penalty: 5062.467773
	Iteration 5Q: 3 clusters Score -4093624 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4094052.500000 Penalty: 5062.467773
	Iteration 6Q: 3 clusters Score -4094052 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4094557.250000 Penalty: 5062.467773
	Iteration 7Q: 3 clusters Score -4094557 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4095170.250000 Penalty: 5062.467773
	Iteration 8Q: 3 clusters Score -4095170 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4095882.500000 Penalty: 5062.467773
	Iteration 9Q: 3 clusters Score -4095882 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4096707.000000 Penalty: 5062.467773
	Iteration 10Q: 3 clusters Score -4096707 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4097568.500000 Penalty: 5062.467773
	Iteration 11Q: 3 clusters Score -4097568 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4098442.750000 Penalty: 5062.467773
	Iteration 12Q: 3 clusters Score -4098443 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4099203.000000 Penalty: 5062.467773
	Iteration 13Q: 3 clusters Score -4099203 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -4099817.750000 Penalty: 5062.467773
	Iteration 14Q: 3 clusters Score -4099818 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4100303.250000 Penalty: 5062.467773
	Iteration 15Q: 3 clusters Score -4100303 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4100689.250000 Penalty: 5062.467773
	Iteration 16Q: 3 clusters Score -4100689 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -4100935.750000 Penalty: 5062.467773
	Iteration 17Q: 3 clusters Score -4100936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4101073.000000 Penalty: 5062.467773
	Iteration 18Q: 3 clusters Score -4101073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4101159.500000 Penalty: 5062.467773
	Iteration 19Q: 3 clusters Score -4101160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4101228.250000 Penalty: 5062.467773
	Iteration 20F: 3 clusters Score -4101228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4101273.750000 Penalty: 5062.467773
	Iteration 21Q: 3 clusters Score -4101274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -4101323.750000 Penalty: 5062.467773
	Iteration 22Q: 3 clusters Score -4101324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4101359.750000 Penalty: 5062.467773
	Iteration 23Q: 3 clusters Score -4101360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -4101388.250000 Penalty: 5062.467773
	Iteration 24Q: 3 clusters Score -4101388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4101417.250000 Penalty: 5062.467773
	Iteration 25Q: 3 clusters Score -4101417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4101431.750000 Penalty: 5062.467773
	Iteration 26Q: 3 clusters Score -4101432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -4101447.500000 Penalty: 5062.467773
	Iteration 27Q: 3 clusters Score -4101448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4101466.750000 Penalty: 5062.467773
	Iteration 28Q: 3 clusters Score -4101467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4101476.250000 Penalty: 5062.467773
	Iteration 29Q: 3 clusters Score -4101476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4101480.500000 Penalty: 5062.467773
	Iteration 30Q: 3 clusters Score -4101480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -4101482.750000 Penalty: 5062.467773
	Iteration 31Q: 3 clusters Score -4101483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4101489.500000 Penalty: 5062.467773
	Iteration 32Q: 3 clusters Score -4101490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -4101493.250000 Penalty: 5062.467773
	Iteration 33Q: 3 clusters Score -4101493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -4101497.000000 Penalty: 5062.467773
	Iteration 34Q: 3 clusters Score -4101497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4101495.500000 Penalty: 5062.467773
	Iteration 35Q: 3 clusters Score -4101496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4101496.250000 Penalty: 5062.467773
	Iteration 36Q: 3 clusters Score -4101496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4101501.500000 Penalty: 5062.467773
	Iteration 37Q: 3 clusters Score -4101502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4101503.000000 Penalty: 5062.467773
	Iteration 38Q: 3 clusters Score -4101503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4101501.250000 Penalty: 5062.467773
	Iteration 39Q: 3 clusters Score -4101501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4101502.750000 Penalty: 5062.467773
	Iteration 40F: 3 clusters Score -4101503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Entering Unmasked Estep 
Score: -3182040.000000 Penalty: 2479.318359
	Iteration 0F: 2 clusters Score -3182040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3166702.500000 Penalty: 4958.636719
	Iteration 0F: 3 clusters Score -3166702 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3172182.500000 Penalty: 4958.636719
	Iteration 1F: 3 clusters Score -3172182 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3172781.250000 Penalty: 4958.636719
	Iteration 2F: 3 clusters Score -3172781 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3173445.000000 Penalty: 4958.636719
	Iteration 3F: 3 clusters Score -3173445 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3174140.750000 Penalty: 4958.636719
	Iteration 4F: 3 clusters Score -3174141 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3174951.000000 Penalty: 4958.636719
	Iteration 5F: 3 clusters Score -3174951 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3175836.750000 Penalty: 4958.636719
	Iteration 6F: 3 clusters Score -3175837 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3176620.750000 Penalty: 4958.636719
	Iteration 7F: 3 clusters Score -3176621 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3177249.000000 Penalty: 4958.636719
	Iteration 8Q: 3 clusters Score -3177249 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3177852.500000 Penalty: 4958.636719
	Iteration 9Q: 3 clusters Score -3177852 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3178330.250000 Penalty: 4958.636719
	Iteration 10Q: 3 clusters Score -3178330 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3178762.500000 Penalty: 4958.636719
	Iteration 11Q: 3 clusters Score -3178762 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3179069.500000 Penalty: 4958.636719
	Iteration 12Q: 3 clusters Score -3179070 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3179332.750000 Penalty: 4958.636719
	Iteration 13Q: 3 clusters Score -3179333 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3179589.250000 Penalty: 4958.636719
	Iteration 14Q: 3 clusters Score -3179589 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3179770.250000 Penalty: 4958.636719
	Iteration 15Q: 3 clusters Score -3179770 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3179905.500000 Penalty: 4958.636719
	Iteration 16Q: 3 clusters Score -3179906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3180019.250000 Penalty: 4958.636719
	Iteration 17Q: 3 clusters Score -3180019 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3180118.250000 Penalty: 4958.636719
	Iteration 18Q: 3 clusters Score -3180118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3180196.250000 Penalty: 4958.636719
	Iteration 19Q: 3 clusters Score -3180196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3180282.000000 Penalty: 4958.636719
	Iteration 20F: 3 clusters Score -3180282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3180361.500000 Penalty: 4958.636719
	Iteration 21Q: 3 clusters Score -3180362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3180417.500000 Penalty: 4958.636719
	Iteration 22Q: 3 clusters Score -3180418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3180462.000000 Penalty: 4958.636719
	Iteration 23Q: 3 clusters Score -3180462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3180491.500000 Penalty: 4958.636719
	Iteration 24Q: 3 clusters Score -3180492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3180513.500000 Penalty: 4958.636719
	Iteration 25Q: 3 clusters Score -3180514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3180531.000000 Penalty: 4958.636719
	Iteration 26Q: 3 clusters Score -3180531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3180551.250000 Penalty: 4958.636719
	Iteration 27Q: 3 clusters Score -3180551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3180563.500000 Penalty: 4958.636719
	Iteration 28Q: 3 clusters Score -3180564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3180577.500000 Penalty: 4958.636719
	Iteration 29Q: 3 clusters Score -3180578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3180579.250000 Penalty: 4958.636719
	Iteration 30Q: 3 clusters Score -3180579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3180582.000000 Penalty: 4958.636719
	Iteration 31Q: 3 clusters Score -3180582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3180587.750000 Penalty: 4958.636719
	Iteration 32Q: 3 clusters Score -3180588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3180592.500000 Penalty: 4958.636719
	Iteration 33Q: 3 clusters Score -3180592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3180594.500000 Penalty: 4958.636719
	Iteration 34Q: 3 clusters Score -3180594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3180604.500000 Penalty: 4958.636719
	Iteration 35Q: 3 clusters Score -3180604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3180608.500000 Penalty: 4958.636719
	Iteration 36Q: 3 clusters Score -3180608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3180608.250000 Penalty: 4958.636719
	Iteration 37Q: 3 clusters Score -3180608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3180613.750000 Penalty: 4958.636719
	Iteration 38Q: 3 clusters Score -3180614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3180618.750000 Penalty: 4958.636719
	Iteration 39Q: 3 clusters Score -3180619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3180616.000000 Penalty: 4958.636719
	Iteration 40F: 3 clusters Score -3180616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3180626.250000 Penalty: 4958.636719
	Iteration 41Q: 3 clusters Score -3180626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3180632.000000 Penalty: 4958.636719
	Iteration 42Q: 3 clusters Score -3180632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3180641.500000 Penalty: 4958.636719
	Iteration 43Q: 3 clusters Score -3180642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3180643.750000 Penalty: 4958.636719
	Iteration 44Q: 3 clusters Score -3180644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -3180647.250000 Penalty: 4958.636719
	Iteration 45Q: 3 clusters Score -3180647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3180648.500000 Penalty: 4958.636719
	Iteration 46Q: 3 clusters Score -3180648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3180649.250000 Penalty: 4958.636719
	Iteration 47Q: 3 clusters Score -3180649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3180649.250000 Penalty: 4958.636719
	Iteration 48F: 3 clusters Score -3180649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -27088.113281 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -27088.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25968.244141 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -25968.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26049.812500 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -26049.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26072.898438 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -26072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26081.339844 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -26081.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26088.140625 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -26088.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26101.894531 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -26101.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26101.894531 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -26101.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Entering Unmasked Estep 
Score: -2257912.000000 Penalty: 2403.300293
	Iteration 0F: 2 clusters Score -2257912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2246368.500000 Penalty: 4806.600586
	Iteration 0F: 3 clusters Score -2246368 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2250528.250000 Penalty: 4806.600586
	Iteration 1F: 3 clusters Score -2250528 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2251283.250000 Penalty: 4806.600586
	Iteration 2F: 3 clusters Score -2251283 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2252042.500000 Penalty: 4806.600586
	Iteration 3F: 3 clusters Score -2252042 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2252747.250000 Penalty: 4806.600586
	Iteration 4F: 3 clusters Score -2252747 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2253317.000000 Penalty: 4806.600586
	Iteration 5F: 3 clusters Score -2253317 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2253736.500000 Penalty: 4806.600586
	Iteration 6Q: 3 clusters Score -2253736 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2254074.250000 Penalty: 4806.600586
	Iteration 7Q: 3 clusters Score -2254074 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2254350.250000 Penalty: 4806.600586
	Iteration 8Q: 3 clusters Score -2254350 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2254578.500000 Penalty: 4806.600586
	Iteration 9Q: 3 clusters Score -2254578 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2254768.500000 Penalty: 4806.600586
	Iteration 10Q: 3 clusters Score -2254768 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2254950.000000 Penalty: 4806.600586
	Iteration 11Q: 3 clusters Score -2254950 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2255137.750000 Penalty: 4806.600586
	Iteration 12Q: 3 clusters Score -2255138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2255295.500000 Penalty: 4806.600586
	Iteration 13Q: 3 clusters Score -2255296 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2255418.000000 Penalty: 4806.600586
	Iteration 14Q: 3 clusters Score -2255418 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2255522.000000 Penalty: 4806.600586
	Iteration 15Q: 3 clusters Score -2255522 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2255593.250000 Penalty: 4806.600586
	Iteration 16Q: 3 clusters Score -2255593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2255650.000000 Penalty: 4806.600586
	Iteration 17Q: 3 clusters Score -2255650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2255693.500000 Penalty: 4806.600586
	Iteration 18Q: 3 clusters Score -2255694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2255735.750000 Penalty: 4806.600586
	Iteration 19Q: 3 clusters Score -2255736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2255766.750000 Penalty: 4806.600586
	Iteration 20F: 3 clusters Score -2255767 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2255794.250000 Penalty: 4806.600586
	Iteration 21Q: 3 clusters Score -2255794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2255813.500000 Penalty: 4806.600586
	Iteration 22Q: 3 clusters Score -2255814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2255826.250000 Penalty: 4806.600586
	Iteration 23Q: 3 clusters Score -2255826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2255840.500000 Penalty: 4806.600586
	Iteration 24Q: 3 clusters Score -2255840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2255858.250000 Penalty: 4806.600586
	Iteration 25Q: 3 clusters Score -2255858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2255868.500000 Penalty: 4806.600586
	Iteration 26Q: 3 clusters Score -2255868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2255875.500000 Penalty: 4806.600586
	Iteration 27Q: 3 clusters Score -2255876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2255896.500000 Penalty: 4806.600586
	Iteration 28Q: 3 clusters Score -2255896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2255901.500000 Penalty: 4806.600586
	Iteration 29Q: 3 clusters Score -2255902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2255900.500000 Penalty: 4806.600586
	Iteration 30Q: 3 clusters Score -2255900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2255905.750000 Penalty: 4806.600586
	Iteration 31Q: 3 clusters Score -2255906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2255914.500000 Penalty: 4806.600586
	Iteration 32Q: 3 clusters Score -2255914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2255924.750000 Penalty: 4806.600586
	Iteration 33Q: 3 clusters Score -2255925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2255935.250000 Penalty: 4806.600586
	Iteration 34Q: 3 clusters Score -2255935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2255942.500000 Penalty: 4806.600586
	Iteration 35Q: 3 clusters Score -2255942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2255948.500000 Penalty: 4806.600586
	Iteration 36Q: 3 clusters Score -2255948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2255960.750000 Penalty: 4806.600586
	Iteration 37Q: 3 clusters Score -2255961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2255974.500000 Penalty: 4806.600586
	Iteration 38Q: 3 clusters Score -2255974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2255985.750000 Penalty: 4806.600586
	Iteration 39Q: 3 clusters Score -2255986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2256002.250000 Penalty: 4806.600586
	Iteration 40F: 3 clusters Score -2256002 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2256029.750000 Penalty: 4806.600586
	Iteration 41Q: 3 clusters Score -2256030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2256046.250000 Penalty: 4806.600586
	Iteration 42Q: 3 clusters Score -2256046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2256067.000000 Penalty: 4806.600586
	Iteration 43Q: 3 clusters Score -2256067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2256072.750000 Penalty: 4806.600586
	Iteration 44Q: 3 clusters Score -2256073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2256086.750000 Penalty: 4806.600586
	Iteration 45Q: 3 clusters Score -2256087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2256106.750000 Penalty: 4806.600586
	Iteration 46Q: 3 clusters Score -2256107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2256114.250000 Penalty: 4806.600586
	Iteration 47Q: 3 clusters Score -2256114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2256131.000000 Penalty: 4806.600586
	Iteration 48Q: 3 clusters Score -2256131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2256154.250000 Penalty: 4806.600586
	Iteration 49Q: 3 clusters Score -2256154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2256173.250000 Penalty: 4806.600586
	Iteration 50Q: 3 clusters Score -2256173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2256191.000000 Penalty: 4806.600586
	Iteration 51Q: 3 clusters Score -2256191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2256204.250000 Penalty: 4806.600586
	Iteration 52Q: 3 clusters Score -2256204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2256210.750000 Penalty: 4806.600586
	Iteration 53Q: 3 clusters Score -2256211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2256222.250000 Penalty: 4806.600586
	Iteration 54Q: 3 clusters Score -2256222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2256227.250000 Penalty: 4806.600586
	Iteration 55Q: 3 clusters Score -2256227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2256234.750000 Penalty: 4806.600586
	Iteration 56Q: 3 clusters Score -2256235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2256235.000000 Penalty: 4806.600586
	Iteration 57Q: 3 clusters Score -2256235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2256240.500000 Penalty: 4806.600586
	Iteration 58Q: 3 clusters Score -2256240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2256251.000000 Penalty: 4806.600586
	Iteration 59Q: 3 clusters Score -2256251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2256259.000000 Penalty: 4806.600586
	Iteration 60F: 3 clusters Score -2256259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2256267.500000 Penalty: 4806.600586
	Iteration 61Q: 3 clusters Score -2256268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2256280.000000 Penalty: 4806.600586
	Iteration 62Q: 3 clusters Score -2256280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2256289.500000 Penalty: 4806.600586
	Iteration 63Q: 3 clusters Score -2256290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2256292.500000 Penalty: 4806.600586
	Iteration 64Q: 3 clusters Score -2256292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2256298.500000 Penalty: 4806.600586
	Iteration 65Q: 3 clusters Score -2256298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2256306.250000 Penalty: 4806.600586
	Iteration 66Q: 3 clusters Score -2256306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2256308.500000 Penalty: 4806.600586
	Iteration 67Q: 3 clusters Score -2256308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2256318.500000 Penalty: 4806.600586
	Iteration 68Q: 3 clusters Score -2256318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2256326.250000 Penalty: 4806.600586
	Iteration 69Q: 3 clusters Score -2256326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2256332.250000 Penalty: 4806.600586
	Iteration 70Q: 3 clusters Score -2256332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2256344.250000 Penalty: 4806.600586
	Iteration 71Q: 3 clusters Score -2256344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2256352.250000 Penalty: 4806.600586
	Iteration 72Q: 3 clusters Score -2256352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2256363.750000 Penalty: 4806.600586
	Iteration 73Q: 3 clusters Score -2256364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2256368.250000 Penalty: 4806.600586
	Iteration 74Q: 3 clusters Score -2256368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2256378.750000 Penalty: 4806.600586
	Iteration 75Q: 3 clusters Score -2256379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2256382.250000 Penalty: 4806.600586
	Iteration 76Q: 3 clusters Score -2256382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2256386.000000 Penalty: 4806.600586
	Iteration 77Q: 3 clusters Score -2256386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2256395.000000 Penalty: 4806.600586
	Iteration 78Q: 3 clusters Score -2256395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2256394.000000 Penalty: 4806.600586
	Iteration 79Q: 3 clusters Score -2256394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2256408.500000 Penalty: 4806.600586
	Iteration 80F: 3 clusters Score -2256408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2256407.750000 Penalty: 4806.600586
	Iteration 81Q: 3 clusters Score -2256408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2256411.250000 Penalty: 4806.600586
	Iteration 82Q: 3 clusters Score -2256411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2256416.500000 Penalty: 4806.600586
	Iteration 83Q: 3 clusters Score -2256416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2256429.750000 Penalty: 4806.600586
	Iteration 84Q: 3 clusters Score -2256430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2256433.250000 Penalty: 4806.600586
	Iteration 85Q: 3 clusters Score -2256433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2256439.500000 Penalty: 4806.600586
	Iteration 86Q: 3 clusters Score -2256440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2256438.500000 Penalty: 4806.600586
	Iteration 87Q: 3 clusters Score -2256438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2256442.250000 Penalty: 4806.600586
	Iteration 88Q: 3 clusters Score -2256442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2256441.750000 Penalty: 4806.600586
	Iteration 89Q: 3 clusters Score -2256442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2256443.750000 Penalty: 4806.600586
	Iteration 90Q: 3 clusters Score -2256444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2256448.500000 Penalty: 4806.600586
	Iteration 91Q: 3 clusters Score -2256448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2256446.250000 Penalty: 4806.600586
	Iteration 92Q: 3 clusters Score -2256446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2256447.250000 Penalty: 4806.600586
	Iteration 93Q: 3 clusters Score -2256447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2256451.250000 Penalty: 4806.600586
	Iteration 94Q: 3 clusters Score -2256451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2256456.000000 Penalty: 4806.600586
	Iteration 95Q: 3 clusters Score -2256456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2256455.750000 Penalty: 4806.600586
	Iteration 96Q: 3 clusters Score -2256456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2256458.500000 Penalty: 4806.600586
	Iteration 97Q: 3 clusters Score -2256458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2256452.250000 Penalty: 4806.600586
	Iteration 98Q: 3 clusters Score -2256452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2256462.750000 Penalty: 4806.600586
	Iteration 99Q: 3 clusters Score -2256463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2256465.500000 Penalty: 4806.600586
	Iteration 100F: 3 clusters Score -2256466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2256467.750000 Penalty: 4806.600586
	Iteration 101Q: 3 clusters Score -2256468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2256465.500000 Penalty: 4806.600586
	Iteration 102Q: 3 clusters Score -2256466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2256473.000000 Penalty: 4806.600586
	Iteration 103Q: 3 clusters Score -2256473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2256473.500000 Penalty: 4806.600586
	Iteration 104Q: 3 clusters Score -2256474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2256478.500000 Penalty: 4806.600586
	Iteration 105Q: 3 clusters Score -2256478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2256481.250000 Penalty: 4806.600586
	Iteration 106Q: 3 clusters Score -2256481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2256479.750000 Penalty: 4806.600586
	Iteration 107Q: 3 clusters Score -2256480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2256479.500000 Penalty: 4806.600586
	Iteration 108Q: 3 clusters Score -2256480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2256483.250000 Penalty: 4806.600586
	Iteration 109Q: 3 clusters Score -2256483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2256486.250000 Penalty: 4806.600586
	Iteration 110Q: 3 clusters Score -2256486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2256486.250000 Penalty: 4806.600586
	Iteration 111Q: 3 clusters Score -2256486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2256492.500000 Penalty: 4806.600586
	Iteration 112Q: 3 clusters Score -2256492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2256499.750000 Penalty: 4806.600586
	Iteration 113Q: 3 clusters Score -2256500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2256503.500000 Penalty: 4806.600586
	Iteration 114Q: 3 clusters Score -2256504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2256507.250000 Penalty: 4806.600586
	Iteration 115Q: 3 clusters Score -2256507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2256510.000000 Penalty: 4806.600586
	Iteration 116Q: 3 clusters Score -2256510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2256516.000000 Penalty: 4806.600586
	Iteration 117Q: 3 clusters Score -2256516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2256519.500000 Penalty: 4806.600586
	Iteration 118Q: 3 clusters Score -2256520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2256518.250000 Penalty: 4806.600586
	Iteration 119Q: 3 clusters Score -2256518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2256519.750000 Penalty: 4806.600586
	Iteration 120F: 3 clusters Score -2256520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Entering Unmasked Estep 
Score: -2353409.500000 Penalty: 2392.162598
	Iteration 0F: 2 clusters Score -2353410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2342331.500000 Penalty: 4784.325195
	Iteration 0F: 3 clusters Score -2342332 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2346075.000000 Penalty: 4784.325195
	Iteration 1F: 3 clusters Score -2346075 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2346635.250000 Penalty: 4784.325195
	Iteration 2F: 3 clusters Score -2346635 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2347107.250000 Penalty: 4784.325195
	Iteration 3F: 3 clusters Score -2347107 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2347513.000000 Penalty: 4784.325195
	Iteration 4F: 3 clusters Score -2347513 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2347860.000000 Penalty: 4784.325195
	Iteration 5Q: 3 clusters Score -2347860 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2348204.500000 Penalty: 4784.325195
	Iteration 6Q: 3 clusters Score -2348204 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2348530.250000 Penalty: 4784.325195
	Iteration 7Q: 3 clusters Score -2348530 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2348780.250000 Penalty: 4784.325195
	Iteration 8Q: 3 clusters Score -2348780 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2348986.750000 Penalty: 4784.325195
	Iteration 9Q: 3 clusters Score -2348987 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2349129.750000 Penalty: 4784.325195
	Iteration 10Q: 3 clusters Score -2349130 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2349246.250000 Penalty: 4784.325195
	Iteration 11Q: 3 clusters Score -2349246 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2349353.750000 Penalty: 4784.325195
	Iteration 12Q: 3 clusters Score -2349354 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2349457.750000 Penalty: 4784.325195
	Iteration 13Q: 3 clusters Score -2349458 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2349557.250000 Penalty: 4784.325195
	Iteration 14Q: 3 clusters Score -2349557 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2349675.500000 Penalty: 4784.325195
	Iteration 15Q: 3 clusters Score -2349676 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2349786.250000 Penalty: 4784.325195
	Iteration 16Q: 3 clusters Score -2349786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2349891.750000 Penalty: 4784.325195
	Iteration 17Q: 3 clusters Score -2349892 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2350012.250000 Penalty: 4784.325195
	Iteration 18Q: 3 clusters Score -2350012 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2350115.500000 Penalty: 4784.325195
	Iteration 19Q: 3 clusters Score -2350116 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2350225.000000 Penalty: 4784.325195
	Iteration 20F: 3 clusters Score -2350225 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2350325.750000 Penalty: 4784.325195
	Iteration 21Q: 3 clusters Score -2350326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2350415.000000 Penalty: 4784.325195
	Iteration 22Q: 3 clusters Score -2350415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2350513.000000 Penalty: 4784.325195
	Iteration 23Q: 3 clusters Score -2350513 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2350598.250000 Penalty: 4784.325195
	Iteration 24Q: 3 clusters Score -2350598 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2350679.000000 Penalty: 4784.325195
	Iteration 25Q: 3 clusters Score -2350679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2350764.750000 Penalty: 4784.325195
	Iteration 26Q: 3 clusters Score -2350765 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2350846.250000 Penalty: 4784.325195
	Iteration 27Q: 3 clusters Score -2350846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2350930.500000 Penalty: 4784.325195
	Iteration 28Q: 3 clusters Score -2350930 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2350990.250000 Penalty: 4784.325195
	Iteration 29Q: 3 clusters Score -2350990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2351048.750000 Penalty: 4784.325195
	Iteration 30Q: 3 clusters Score -2351049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2351095.750000 Penalty: 4784.325195
	Iteration 31Q: 3 clusters Score -2351096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2351133.750000 Penalty: 4784.325195
	Iteration 32Q: 3 clusters Score -2351134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2351189.500000 Penalty: 4784.325195
	Iteration 33Q: 3 clusters Score -2351190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2351222.000000 Penalty: 4784.325195
	Iteration 34Q: 3 clusters Score -2351222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2351262.000000 Penalty: 4784.325195
	Iteration 35Q: 3 clusters Score -2351262 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2351293.750000 Penalty: 4784.325195
	Iteration 36Q: 3 clusters Score -2351294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2351324.250000 Penalty: 4784.325195
	Iteration 37Q: 3 clusters Score -2351324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2351345.500000 Penalty: 4784.325195
	Iteration 38Q: 3 clusters Score -2351346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2351358.500000 Penalty: 4784.325195
	Iteration 39Q: 3 clusters Score -2351358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2351364.500000 Penalty: 4784.325195
	Iteration 40F: 3 clusters Score -2351364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2351371.500000 Penalty: 4784.325195
	Iteration 41Q: 3 clusters Score -2351372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2351382.250000 Penalty: 4784.325195
	Iteration 42Q: 3 clusters Score -2351382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2351389.500000 Penalty: 4784.325195
	Iteration 43Q: 3 clusters Score -2351390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2351403.250000 Penalty: 4784.325195
	Iteration 44Q: 3 clusters Score -2351403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2351404.000000 Penalty: 4784.325195
	Iteration 45Q: 3 clusters Score -2351404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2351414.500000 Penalty: 4784.325195
	Iteration 46Q: 3 clusters Score -2351414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2351431.250000 Penalty: 4784.325195
	Iteration 47Q: 3 clusters Score -2351431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2351441.500000 Penalty: 4784.325195
	Iteration 48Q: 3 clusters Score -2351442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2351451.000000 Penalty: 4784.325195
	Iteration 49Q: 3 clusters Score -2351451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2351451.500000 Penalty: 4784.325195
	Iteration 50Q: 3 clusters Score -2351452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2351460.750000 Penalty: 4784.325195
	Iteration 51Q: 3 clusters Score -2351461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2351466.750000 Penalty: 4784.325195
	Iteration 52Q: 3 clusters Score -2351467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2351465.750000 Penalty: 4784.325195
	Iteration 53Q: 3 clusters Score -2351466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2351469.000000 Penalty: 4784.325195
	Iteration 54Q: 3 clusters Score -2351469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2351473.000000 Penalty: 4784.325195
	Iteration 55Q: 3 clusters Score -2351473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2351475.000000 Penalty: 4784.325195
	Iteration 56Q: 3 clusters Score -2351475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2351475.750000 Penalty: 4784.325195
	Iteration 57Q: 3 clusters Score -2351476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2351474.000000 Penalty: 4784.325195
	Iteration 58Q: 3 clusters Score -2351474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2351474.000000 Penalty: 4784.325195
	Iteration 59F: 3 clusters Score -2351474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -352131.406250 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -352131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -349199.812500 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -349199.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -349942.875000 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -349942.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -350223.281250 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -350223.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -350428.906250 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -350428.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350589.156250 Penalty: 3883.102051
	Iteration 4F: 3 clusters Score -350589.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -350726.375000 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -350726.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -350829.468750 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -350829.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -350905.437500 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -350905.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -350964.968750 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -350965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -351002.218750 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -351002.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -351047.531250 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -351047.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -351089.125000 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -351089.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -351115.000000 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -351115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -351135.437500 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -351135.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -351150.281250 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -351150.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351168.281250 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -351168.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -351181.875000 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -351181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -351193.031250 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -351193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -351199.250000 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -351199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351203.250000 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -351203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -351206.562500 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -351206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -351208.875000 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -351208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -351211.156250 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -351211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351212.812500 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -351212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -351212.968750 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -351213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -351212.968750 Penalty: 3883.102051
	Iteration 25F: 3 clusters Score -351213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Entering Unmasked Estep 
Score: -5664789.500000 Penalty: 2611.264404
	Iteration 0F: 2 clusters Score -5664790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5639349.000000 Penalty: 5222.528809
	Iteration 0F: 3 clusters Score -5639349 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -5648900.500000 Penalty: 5222.528809
	Iteration 1F: 3 clusters Score -5648900 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -5649427.000000 Penalty: 5222.528809
	Iteration 2Q: 3 clusters Score -5649427 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5649879.500000 Penalty: 5222.528809
	Iteration 3Q: 3 clusters Score -5649880 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5650387.000000 Penalty: 5222.528809
	Iteration 4Q: 3 clusters Score -5650387 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5651027.000000 Penalty: 5222.528809
	Iteration 5Q: 3 clusters Score -5651027 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -5651832.000000 Penalty: 5222.528809
	Iteration 6Q: 3 clusters Score -5651832 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5652849.000000 Penalty: 5222.528809
	Iteration 7F: 3 clusters Score -5652849 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5654219.000000 Penalty: 5222.528809
	Iteration 8F: 3 clusters Score -5654219 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5655678.000000 Penalty: 5222.528809
	Iteration 9F: 3 clusters Score -5655678 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5657219.500000 Penalty: 5222.528809
	Iteration 10F: 3 clusters Score -5657220 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -5658629.000000 Penalty: 5222.528809
	Iteration 11F: 3 clusters Score -5658629 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5659801.500000 Penalty: 5222.528809
	Iteration 12Q: 3 clusters Score -5659802 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -5660758.000000 Penalty: 5222.528809
	Iteration 13Q: 3 clusters Score -5660758 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5661456.500000 Penalty: 5222.528809
	Iteration 14Q: 3 clusters Score -5661456 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5661977.000000 Penalty: 5222.528809
	Iteration 15Q: 3 clusters Score -5661977 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5662418.500000 Penalty: 5222.528809
	Iteration 16Q: 3 clusters Score -5662418 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5662650.000000 Penalty: 5222.528809
	Iteration 17Q: 3 clusters Score -5662650 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -5662824.000000 Penalty: 5222.528809
	Iteration 18Q: 3 clusters Score -5662824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -5662941.500000 Penalty: 5222.528809
	Iteration 19Q: 3 clusters Score -5662942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5663009.500000 Penalty: 5222.528809
	Iteration 20F: 3 clusters Score -5663010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5663047.500000 Penalty: 5222.528809
	Iteration 21Q: 3 clusters Score -5663048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -5663070.000000 Penalty: 5222.528809
	Iteration 22Q: 3 clusters Score -5663070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5663085.500000 Penalty: 5222.528809
	Iteration 23Q: 3 clusters Score -5663086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5663101.000000 Penalty: 5222.528809
	Iteration 24Q: 3 clusters Score -5663101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5663113.000000 Penalty: 5222.528809
	Iteration 25Q: 3 clusters Score -5663113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5663116.500000 Penalty: 5222.528809
	Iteration 26Q: 3 clusters Score -5663116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5663142.000000 Penalty: 5222.528809
	Iteration 27Q: 3 clusters Score -5663142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -5663162.500000 Penalty: 5222.528809
	Iteration 28Q: 3 clusters Score -5663162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5663160.000000 Penalty: 5222.528809
	Iteration 29Q: 3 clusters Score -5663160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5663180.500000 Penalty: 5222.528809
	Iteration 30Q: 3 clusters Score -5663180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -5663166.500000 Penalty: 5222.528809
	Iteration 31Q: 3 clusters Score -5663166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5663170.000000 Penalty: 5222.528809
	Iteration 32Q: 3 clusters Score -5663170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5663180.500000 Penalty: 5222.528809
	Iteration 33Q: 3 clusters Score -5663180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -5663183.500000 Penalty: 5222.528809
	Iteration 34Q: 3 clusters Score -5663184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5663178.000000 Penalty: 5222.528809
	Iteration 35Q: 3 clusters Score -5663178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -5663179.500000 Penalty: 5222.528809
	Iteration 36Q: 3 clusters Score -5663180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5663179.500000 Penalty: 5222.528809
	Iteration 37Q: 3 clusters Score -5663180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5663178.000000 Penalty: 5222.528809
	Iteration 38Q: 3 clusters Score -5663178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5663182.000000 Penalty: 5222.528809
	Iteration 39Q: 3 clusters Score -5663182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5663182.000000 Penalty: 5222.528809
	Iteration 40F: 3 clusters Score -5663182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5663182.000000 Penalty: 5222.528809
	Iteration 41Q: 3 clusters Score -5663182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -5663191.000000 Penalty: 5222.528809
	Iteration 42Q: 3 clusters Score -5663191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5663198.000000 Penalty: 5222.528809
	Iteration 43Q: 3 clusters Score -5663198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5663201.500000 Penalty: 5222.528809
	Iteration 44Q: 3 clusters Score -5663202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -5663205.500000 Penalty: 5222.528809
	Iteration 45Q: 3 clusters Score -5663206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5663199.000000 Penalty: 5222.528809
	Iteration 46Q: 3 clusters Score -5663199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5663198.500000 Penalty: 5222.528809
	Iteration 47Q: 3 clusters Score -5663198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -5663195.000000 Penalty: 5222.528809
	Iteration 48Q: 3 clusters Score -5663195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5663199.500000 Penalty: 5222.528809
	Iteration 49Q: 3 clusters Score -5663200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5663200.500000 Penalty: 5222.528809
	Iteration 50Q: 3 clusters Score -5663200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -5663200.500000 Penalty: 5222.528809
	Iteration 51F: 3 clusters Score -5663200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -97306.406250 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -97306.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95734.531250 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -95734.53 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96245.906250 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -96245.91 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96661.492188 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -96661.49 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -97231.242188 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -97231.24 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97757.195312 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -97757.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97907.437500 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -97907.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97960.492188 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -97960.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -97981.304688 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -97981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -97997.062500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -97997.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -98005.960938 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -98005.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -98007.906250 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -98007.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98012.164062 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -98012.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -98012.164062 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -98012.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 22198 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Entering Unmasked Estep 
Score: -104132384.000000 Penalty: 106781.664062
Splitting cluster 20 changes total score from -104098232.000000 to -104132384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -160059.703125 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -160059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158178.203125 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -158178.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159513.390625 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -159513.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -160138.843750 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -160138.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160458.109375 Penalty: 3563.951904
	Iteration 3F: 3 clusters Score -160458.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -160756.578125 Penalty: 3563.951904
	Iteration 4F: 3 clusters Score -160756.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161084.203125 Penalty: 3563.951904
	Iteration 5F: 3 clusters Score -161084.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -161513.984375 Penalty: 3563.951904
	Iteration 6F: 3 clusters Score -161514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161889.437500 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -161889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162457.750000 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -162457.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163458.359375 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -163458.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -164048.828125 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -164048.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164171.828125 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -164171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164277.406250 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -164277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164398.671875 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -164398.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164479.218750 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -164479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164558.937500 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -164558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -164606.312500 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -164606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164635.203125 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -164635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164663.187500 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -164663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -164690.343750 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -164690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -164854.171875 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -164854.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -165070.718750 Penalty: 3563.951904
	Iteration 21Q: 3 clusters Score -165070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -165140.843750 Penalty: 3563.951904
	Iteration 22Q: 3 clusters Score -165140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165154.578125 Penalty: 3563.951904
	Iteration 23Q: 3 clusters Score -165154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -165177.656250 Penalty: 3563.951904
	Iteration 24Q: 3 clusters Score -165177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -165185.703125 Penalty: 3563.951904
	Iteration 25Q: 3 clusters Score -165185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -165185.703125 Penalty: 3563.951904
	Iteration 26F: 3 clusters Score -165185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 22198 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Mstep: Class 33 contains 473 members 
Entering Unmasked Estep 
Score: -104136168.000000 Penalty: 110118.593750
Splitting cluster 21 changes total score from -104098232.000000 to -104136168.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (4522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Entering Unmasked Estep 
Score: -662696.125000 Penalty: 2087.343994
	Iteration 0F: 2 clusters Score -662696.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -658495.062500 Penalty: 4174.687988
	Iteration 0F: 3 clusters Score -658495.1 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -659516.687500 Penalty: 4174.687988
	Iteration 1F: 3 clusters Score -659516.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -659816.250000 Penalty: 4174.687988
	Iteration 2F: 3 clusters Score -659816.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -660036.687500 Penalty: 4174.687988
	Iteration 3F: 3 clusters Score -660036.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -660207.125000 Penalty: 4174.687988
	Iteration 4Q: 3 clusters Score -660207.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -660312.500000 Penalty: 4174.687988
	Iteration 5Q: 3 clusters Score -660312.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -660421.437500 Penalty: 4174.687988
	Iteration 6Q: 3 clusters Score -660421.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -660532.750000 Penalty: 4174.687988
	Iteration 7Q: 3 clusters Score -660532.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -660636.062500 Penalty: 4174.687988
	Iteration 8Q: 3 clusters Score -660636.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -660744.437500 Penalty: 4174.687988
	Iteration 9Q: 3 clusters Score -660744.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -660833.812500 Penalty: 4174.687988
	Iteration 10Q: 3 clusters Score -660833.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -660937.812500 Penalty: 4174.687988
	Iteration 11Q: 3 clusters Score -660937.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -661100.062500 Penalty: 4174.687988
	Iteration 12Q: 3 clusters Score -661100.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -661366.125000 Penalty: 4174.687988
	Iteration 13Q: 3 clusters Score -661366.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -661718.312500 Penalty: 4174.687988
	Iteration 14Q: 3 clusters Score -661718.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -662123.437500 Penalty: 4174.687988
	Iteration 15F: 3 clusters Score -662123.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -662484.812500 Penalty: 4174.687988
	Iteration 16F: 3 clusters Score -662484.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -662713.125000 Penalty: 4174.687988
	Iteration 17Q: 3 clusters Score -662713.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -662861.250000 Penalty: 4174.687988
	Iteration 18Q: 3 clusters Score -662861.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -662977.437500 Penalty: 4174.687988
	Iteration 19Q: 3 clusters Score -662977.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -663045.437500 Penalty: 4174.687988
	Iteration 20F: 3 clusters Score -663045.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -663078.875000 Penalty: 4174.687988
	Iteration 21Q: 3 clusters Score -663078.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -663100.687500 Penalty: 4174.687988
	Iteration 22Q: 3 clusters Score -663100.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -663111.500000 Penalty: 4174.687988
	Iteration 23Q: 3 clusters Score -663111.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -663115.187500 Penalty: 4174.687988
	Iteration 24Q: 3 clusters Score -663115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -663118.750000 Penalty: 4174.687988
	Iteration 25Q: 3 clusters Score -663118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -663122.562500 Penalty: 4174.687988
	Iteration 26Q: 3 clusters Score -663122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -663124.250000 Penalty: 4174.687988
	Iteration 27Q: 3 clusters Score -663124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -663129.375000 Penalty: 4174.687988
	Iteration 28Q: 3 clusters Score -663129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -663130.500000 Penalty: 4174.687988
	Iteration 29Q: 3 clusters Score -663130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -663132.125000 Penalty: 4174.687988
	Iteration 30Q: 3 clusters Score -663132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -663132.812500 Penalty: 4174.687988
	Iteration 31Q: 3 clusters Score -663132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -663132.812500 Penalty: 4174.687988
	Iteration 32F: 3 clusters Score -663132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 22198 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 2206 members 
Entering Unmasked Estep 
Score: -104135488.000000 Penalty: 113455.515625
Splitting cluster 22 changes total score from -104098232.000000 to -104135488.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -444638.687500 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -444638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -441368.593750 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -441368.6 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -442028.031250 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -442028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -442216.031250 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -442216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -442323.656250 Penalty: 3970.331055
	Iteration 3Q: 3 clusters Score -442323.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -442388.687500 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -442388.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -442440.000000 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -442440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -442498.281250 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -442498.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -442570.062500 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -442570.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -442643.468750 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -442643.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -442709.812500 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -442709.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -442762.937500 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -442762.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442830.593750 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -442830.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -442896.937500 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -442896.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -442960.218750 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -442960.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -443011.937500 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -443011.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -443051.000000 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -443051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -443074.531250 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -443074.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -443092.218750 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -443092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -443109.312500 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -443109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -443124.062500 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -443124.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -443150.125000 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -443150.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -443169.093750 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -443169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -443184.906250 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -443184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -443197.718750 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -443197.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -443205.781250 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -443205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -443214.812500 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -443214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -443218.750000 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -443218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -443221.625000 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -443221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443226.750000 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -443226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -443234.281250 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -443234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -443235.718750 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -443235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -443240.187500 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -443240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -443242.593750 Penalty: 3970.331055
	Iteration 32Q: 3 clusters Score -443242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -443244.562500 Penalty: 3970.331055
	Iteration 33Q: 3 clusters Score -443244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -443244.562500 Penalty: 3970.331055
	Iteration 34F: 3 clusters Score -443244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Entering Unmasked Estep 
Score: -3339767.500000 Penalty: 2481.923828
	Iteration 0F: 2 clusters Score -3339768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3324275.250000 Penalty: 4963.847656
	Iteration 0F: 3 clusters Score -3324275 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -3329655.750000 Penalty: 4963.847656
	Iteration 1F: 3 clusters Score -3329656 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3330369.500000 Penalty: 4963.847656
	Iteration 2F: 3 clusters Score -3330370 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3331380.500000 Penalty: 4963.847656
	Iteration 3F: 3 clusters Score -3331380 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3332730.750000 Penalty: 4963.847656
	Iteration 4F: 3 clusters Score -3332731 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3334250.750000 Penalty: 4963.847656
	Iteration 5F: 3 clusters Score -3334251 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3335837.000000 Penalty: 4963.847656
	Iteration 6F: 3 clusters Score -3335837 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3337279.250000 Penalty: 4963.847656
	Iteration 7F: 3 clusters Score -3337279 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3338476.500000 Penalty: 4963.847656
	Iteration 8F: 3 clusters Score -3338476 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3339232.250000 Penalty: 4963.847656
	Iteration 9Q: 3 clusters Score -3339232 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3339690.250000 Penalty: 4963.847656
	Iteration 10Q: 3 clusters Score -3339690 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3339958.250000 Penalty: 4963.847656
	Iteration 11Q: 3 clusters Score -3339958 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3340127.250000 Penalty: 4963.847656
	Iteration 12Q: 3 clusters Score -3340127 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3340226.500000 Penalty: 4963.847656
	Iteration 13Q: 3 clusters Score -3340226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3340282.500000 Penalty: 4963.847656
	Iteration 14Q: 3 clusters Score -3340282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3340313.500000 Penalty: 4963.847656
	Iteration 15Q: 3 clusters Score -3340314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3340334.250000 Penalty: 4963.847656
	Iteration 16Q: 3 clusters Score -3340334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3340349.000000 Penalty: 4963.847656
	Iteration 17Q: 3 clusters Score -3340349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3340363.750000 Penalty: 4963.847656
	Iteration 18Q: 3 clusters Score -3340364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3340364.500000 Penalty: 4963.847656
	Iteration 19Q: 3 clusters Score -3340364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3340367.500000 Penalty: 4963.847656
	Iteration 20F: 3 clusters Score -3340368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3340372.500000 Penalty: 4963.847656
	Iteration 21Q: 3 clusters Score -3340372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3340380.500000 Penalty: 4963.847656
	Iteration 22Q: 3 clusters Score -3340380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3340383.750000 Penalty: 4963.847656
	Iteration 23Q: 3 clusters Score -3340384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3340382.500000 Penalty: 4963.847656
	Iteration 24Q: 3 clusters Score -3340382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3340387.750000 Penalty: 4963.847656
	Iteration 25Q: 3 clusters Score -3340388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3340388.750000 Penalty: 4963.847656
	Iteration 26Q: 3 clusters Score -3340389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3340393.250000 Penalty: 4963.847656
	Iteration 27Q: 3 clusters Score -3340393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3340396.250000 Penalty: 4963.847656
	Iteration 28Q: 3 clusters Score -3340396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3340395.000000 Penalty: 4963.847656
	Iteration 29Q: 3 clusters Score -3340395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3340393.000000 Penalty: 4963.847656
	Iteration 30Q: 3 clusters Score -3340393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3340388.750000 Penalty: 4963.847656
	Iteration 31Q: 3 clusters Score -3340389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3340390.000000 Penalty: 4963.847656
	Iteration 32Q: 3 clusters Score -3340390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3340394.000000 Penalty: 4963.847656
	Iteration 33Q: 3 clusters Score -3340394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3340395.250000 Penalty: 4963.847656
	Iteration 34Q: 3 clusters Score -3340395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3340395.750000 Penalty: 4963.847656
	Iteration 35Q: 3 clusters Score -3340396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3340395.500000 Penalty: 4963.847656
	Iteration 36Q: 3 clusters Score -3340396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3340393.000000 Penalty: 4963.847656
	Iteration 37Q: 3 clusters Score -3340393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3340393.500000 Penalty: 4963.847656
	Iteration 38Q: 3 clusters Score -3340394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3340396.250000 Penalty: 4963.847656
	Iteration 39Q: 3 clusters Score -3340396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3340394.000000 Penalty: 4963.847656
	Iteration 40F: 3 clusters Score -3340394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3340396.250000 Penalty: 4963.847656
	Iteration 41Q: 3 clusters Score -3340396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3340395.000000 Penalty: 4963.847656
	Iteration 42Q: 3 clusters Score -3340395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -3340395.250000 Penalty: 4963.847656
	Iteration 43Q: 3 clusters Score -3340395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3340398.500000 Penalty: 4963.847656
	Iteration 44Q: 3 clusters Score -3340398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3340398.500000 Penalty: 4963.847656
	Iteration 45F: 3 clusters Score -3340398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 1293 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 2206 members 
Mstep: Class 35 contains 19512 members 
Entering Unmasked Estep 
Score: -104135216.000000 Penalty: 116792.445312
Splitting cluster 24 changes total score from -104098232.000000 to -104135216.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -351399.375000 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -351399.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -348588.718750 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -348588.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -349158.656250 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -349158.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -349323.125000 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -349323.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -349414.937500 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -349414.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -349474.781250 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -349474.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -349547.437500 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -349547.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -349638.656250 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -349638.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -349757.406250 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -349757.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -349909.125000 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -349909.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350057.000000 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -350057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -350179.250000 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -350179.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -350278.593750 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -350278.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -350354.656250 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -350354.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -350411.531250 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -350411.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -350465.031250 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -350465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -350527.218750 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -350527.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -350564.437500 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -350564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -350594.062500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -350594.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -350618.218750 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -350618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350647.406250 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -350647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -350674.000000 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -350674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -350716.281250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -350716.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -350756.968750 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -350757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350773.750000 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -350773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -350786.375000 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -350786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -350798.625000 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -350798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -350811.375000 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -350811.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -350825.437500 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -350825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -350831.343750 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -350831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -350831.343750 Penalty: 3839.800781
	Iteration 29F: 3 clusters Score -350831.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -482757.218750 Penalty: 2034.826538
	Iteration 0F: 2 clusters Score -482757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -479081.250000 Penalty: 4069.653076
	Iteration 0F: 3 clusters Score -479081.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -479936.875000 Penalty: 4069.653076
	Iteration 1F: 3 clusters Score -479936.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -480280.250000 Penalty: 4069.653076
	Iteration 2F: 3 clusters Score -480280.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -480734.781250 Penalty: 4069.653076
	Iteration 3F: 3 clusters Score -480734.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -481303.250000 Penalty: 4069.653076
	Iteration 4F: 3 clusters Score -481303.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -481760.000000 Penalty: 4069.653076
	Iteration 5F: 3 clusters Score -481760 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -482103.562500 Penalty: 4069.653076
	Iteration 6F: 3 clusters Score -482103.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -482284.875000 Penalty: 4069.653076
	Iteration 7F: 3 clusters Score -482284.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -482371.718750 Penalty: 4069.653076
	Iteration 8Q: 3 clusters Score -482371.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -482415.375000 Penalty: 4069.653076
	Iteration 9Q: 3 clusters Score -482415.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -482435.625000 Penalty: 4069.653076
	Iteration 10Q: 3 clusters Score -482435.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -482446.062500 Penalty: 4069.653076
	Iteration 11Q: 3 clusters Score -482446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -482454.343750 Penalty: 4069.653076
	Iteration 12Q: 3 clusters Score -482454.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -482461.281250 Penalty: 4069.653076
	Iteration 13Q: 3 clusters Score -482461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -482465.625000 Penalty: 4069.653076
	Iteration 14Q: 3 clusters Score -482465.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -482470.093750 Penalty: 4069.653076
	Iteration 15Q: 3 clusters Score -482470.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -482477.843750 Penalty: 4069.653076
	Iteration 16Q: 3 clusters Score -482477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -482490.437500 Penalty: 4069.653076
	Iteration 17Q: 3 clusters Score -482490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -482500.562500 Penalty: 4069.653076
	Iteration 18Q: 3 clusters Score -482500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -482514.781250 Penalty: 4069.653076
	Iteration 19Q: 3 clusters Score -482514.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -482529.625000 Penalty: 4069.653076
	Iteration 20F: 3 clusters Score -482529.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -482540.718750 Penalty: 4069.653076
	Iteration 21Q: 3 clusters Score -482540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -482554.656250 Penalty: 4069.653076
	Iteration 22Q: 3 clusters Score -482554.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -482567.062500 Penalty: 4069.653076
	Iteration 23Q: 3 clusters Score -482567.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -482579.250000 Penalty: 4069.653076
	Iteration 24Q: 3 clusters Score -482579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -482586.156250 Penalty: 4069.653076
	Iteration 25Q: 3 clusters Score -482586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -482592.531250 Penalty: 4069.653076
	Iteration 26Q: 3 clusters Score -482592.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -482600.000000 Penalty: 4069.653076
	Iteration 27Q: 3 clusters Score -482600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -482608.125000 Penalty: 4069.653076
	Iteration 28Q: 3 clusters Score -482608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -482611.656250 Penalty: 4069.653076
	Iteration 29Q: 3 clusters Score -482611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -482614.437500 Penalty: 4069.653076
	Iteration 30Q: 3 clusters Score -482614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -482617.187500 Penalty: 4069.653076
	Iteration 31Q: 3 clusters Score -482617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -482621.218750 Penalty: 4069.653076
	Iteration 32Q: 3 clusters Score -482621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -482622.531250 Penalty: 4069.653076
	Iteration 33Q: 3 clusters Score -482622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -482622.968750 Penalty: 4069.653076
	Iteration 34Q: 3 clusters Score -482623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -482626.656250 Penalty: 4069.653076
	Iteration 35Q: 3 clusters Score -482626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -482627.531250 Penalty: 4069.653076
	Iteration 36Q: 3 clusters Score -482627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -482628.906250 Penalty: 4069.653076
	Iteration 37Q: 3 clusters Score -482628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -482629.156250 Penalty: 4069.653076
	Iteration 38Q: 3 clusters Score -482629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -482629.156250 Penalty: 4069.653076
	Iteration 39F: 3 clusters Score -482629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -175106.187500 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -175106.2 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 623 members 
Entering Unmasked Estep 
Score: -173018.375000 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -173018.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173448.953125 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -173449 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -173654.187500 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -173654.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -173797.343750 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -173797.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -173921.062500 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -173921.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -174006.421875 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -174006.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174135.281250 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -174135.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174264.062500 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -174264.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -174420.921875 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -174420.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174544.937500 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -174544.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -174627.093750 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -174627.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -174661.078125 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -174661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174685.296875 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -174685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174711.296875 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -174711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -174745.406250 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -174745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -174798.562500 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -174798.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -174838.343750 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -174838.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -174853.546875 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -174853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -174855.359375 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -174855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -174857.687500 Penalty: 3547.136719
	Iteration 19F: 3 clusters Score -174857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -174862.296875 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -174862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -628079.812500 Penalty: 2076.354736
	Iteration 0F: 2 clusters Score -628079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -624005.625000 Penalty: 4152.709473
	Iteration 0F: 3 clusters Score -624005.6 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -624947.812500 Penalty: 4152.709473
	Iteration 1F: 3 clusters Score -624947.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -625159.625000 Penalty: 4152.709473
	Iteration 2F: 3 clusters Score -625159.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -625303.937500 Penalty: 4152.709473
	Iteration 3F: 3 clusters Score -625303.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -625396.687500 Penalty: 4152.709473
	Iteration 4Q: 3 clusters Score -625396.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -625452.937500 Penalty: 4152.709473
	Iteration 5Q: 3 clusters Score -625452.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625486.062500 Penalty: 4152.709473
	Iteration 6Q: 3 clusters Score -625486.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -625508.875000 Penalty: 4152.709473
	Iteration 7Q: 3 clusters Score -625508.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -625526.062500 Penalty: 4152.709473
	Iteration 8Q: 3 clusters Score -625526.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -625543.437500 Penalty: 4152.709473
	Iteration 9Q: 3 clusters Score -625543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -625554.500000 Penalty: 4152.709473
	Iteration 10Q: 3 clusters Score -625554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -625564.187500 Penalty: 4152.709473
	Iteration 11Q: 3 clusters Score -625564.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -625569.875000 Penalty: 4152.709473
	Iteration 12Q: 3 clusters Score -625569.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -625577.312500 Penalty: 4152.709473
	Iteration 13Q: 3 clusters Score -625577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -625580.375000 Penalty: 4152.709473
	Iteration 14Q: 3 clusters Score -625580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -625584.625000 Penalty: 4152.709473
	Iteration 15Q: 3 clusters Score -625584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -625585.125000 Penalty: 4152.709473
	Iteration 16Q: 3 clusters Score -625585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -625587.687500 Penalty: 4152.709473
	Iteration 17Q: 3 clusters Score -625587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -625587.812500 Penalty: 4152.709473
	Iteration 18Q: 3 clusters Score -625587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -625589.437500 Penalty: 4152.709473
	Iteration 19Q: 3 clusters Score -625589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -625589.375000 Penalty: 4152.709473
	Iteration 20F: 3 clusters Score -625589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -625589.750000 Penalty: 4152.709473
	Iteration 21Q: 3 clusters Score -625589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -625590.187500 Penalty: 4152.709473
	Iteration 22Q: 3 clusters Score -625590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -625590.187500 Penalty: 4152.709473
	Iteration 23Q: 3 clusters Score -625590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625590.812500 Penalty: 4152.709473
	Iteration 24Q: 3 clusters Score -625590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625592.375000 Penalty: 4152.709473
	Iteration 25Q: 3 clusters Score -625592.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625592.750000 Penalty: 4152.709473
	Iteration 26Q: 3 clusters Score -625592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -625592.312500 Penalty: 4152.709473
	Iteration 27Q: 3 clusters Score -625592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -625594.000000 Penalty: 4152.709473
	Iteration 28Q: 3 clusters Score -625594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -625593.812500 Penalty: 4152.709473
	Iteration 29Q: 3 clusters Score -625593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -625595.000000 Penalty: 4152.709473
	Iteration 30Q: 3 clusters Score -625595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625596.062500 Penalty: 4152.709473
	Iteration 31Q: 3 clusters Score -625596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625597.750000 Penalty: 4152.709473
	Iteration 32Q: 3 clusters Score -625597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625598.562500 Penalty: 4152.709473
	Iteration 33Q: 3 clusters Score -625598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625599.812500 Penalty: 4152.709473
	Iteration 34Q: 3 clusters Score -625599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625599.562500 Penalty: 4152.709473
	Iteration 35Q: 3 clusters Score -625599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -625599.562500 Penalty: 4152.709473
	Iteration 36F: 3 clusters Score -625599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -156490.765625 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -156490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -154580.578125 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -154580.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -155277.515625 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -155277.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155590.000000 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -155590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155833.484375 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -155833.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156027.906250 Penalty: 3553.701416
	Iteration 4F: 3 clusters Score -156027.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156193.171875 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -156193.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -156322.953125 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -156323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156381.453125 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -156381.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -156427.750000 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -156427.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156451.468750 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -156451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156469.125000 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -156469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156480.218750 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -156480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156487.812500 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -156487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -156500.968750 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -156501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -156530.125000 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -156530.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156543.218750 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -156543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156547.906250 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -156547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -156552.625000 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -156552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156555.640625 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -156555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156563.000000 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -156563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156565.593750 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -156565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156584.750000 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -156584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -156591.156250 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -156591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -156609.921875 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -156609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156622.531250 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -156622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -156630.125000 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -156630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -156636.843750 Penalty: 3553.701416
	Iteration 26Q: 3 clusters Score -156636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -156643.312500 Penalty: 3553.701416
	Iteration 27Q: 3 clusters Score -156643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -156651.656250 Penalty: 3553.701416
	Iteration 28Q: 3 clusters Score -156651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -156661.968750 Penalty: 3553.701416
	Iteration 29Q: 3 clusters Score -156662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156663.765625 Penalty: 3553.701416
	Iteration 30Q: 3 clusters Score -156663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -156665.656250 Penalty: 3553.701416
	Iteration 31Q: 3 clusters Score -156665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -156665.656250 Penalty: 3553.701416
	Iteration 32F: 3 clusters Score -156665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 1379 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 2206 members 
Mstep: Class 35 contains 19512 members 
Mstep: Class 36 contains 896 members 
Entering Unmasked Estep 
Score: -104134008.000000 Penalty: 120129.375000
Splitting cluster 29 changes total score from -104098232.000000 to -104134008.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -181426.765625 Penalty: 1792.820312
	Iteration 0F: 2 clusters Score -181426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179271.125000 Penalty: 3585.640625
	Iteration 0F: 3 clusters Score -179271.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -179931.015625 Penalty: 3585.640625
	Iteration 1F: 3 clusters Score -179931 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -180728.109375 Penalty: 3585.640625
	Iteration 2F: 3 clusters Score -180728.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -181486.500000 Penalty: 3585.640625
	Iteration 3F: 3 clusters Score -181486.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182352.265625 Penalty: 3585.640625
	Iteration 4F: 3 clusters Score -182352.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182800.156250 Penalty: 3585.640625
	Iteration 5F: 3 clusters Score -182800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182929.046875 Penalty: 3585.640625
	Iteration 6Q: 3 clusters Score -182929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -183085.125000 Penalty: 3585.640625
	Iteration 7Q: 3 clusters Score -183085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -183151.375000 Penalty: 3585.640625
	Iteration 8Q: 3 clusters Score -183151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183161.968750 Penalty: 3585.640625
	Iteration 9Q: 3 clusters Score -183162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183166.343750 Penalty: 3585.640625
	Iteration 10Q: 3 clusters Score -183166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183167.406250 Penalty: 3585.640625
	Iteration 11Q: 3 clusters Score -183167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183167.406250 Penalty: 3585.640625
	Iteration 12F: 3 clusters Score -183167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 475 members 
Mstep: Class 31 contains 114741 members 
Mstep: Class 32 contains 651 members 
Mstep: Class 33 contains 473 members 
Mstep: Class 34 contains 2206 members 
Mstep: Class 35 contains 19512 members 
Mstep: Class 36 contains 896 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
Score: -104134352.000000 Penalty: 123466.296875
Splitting cluster 30 changes total score from -104098232.000000 to -104134352.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 15688 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 147478 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 52974 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 17990 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 27081 members 
Mstep: Class 14 contains 21966 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 37395 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3659 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 4326 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139704.000000 Penalty: 123466.296875
Iteration 79Q: 38 clusters Score -1.041397e+08 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 15719 members 
Mstep: Class 4 contains 42363 members 
Mstep: Class 5 contains 148227 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 7 contains 52667 members 
Mstep: Class 8 contains 6563 members 
Mstep: Class 9 contains 3259 members 
Mstep: Class 10 contains 18989 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 12701 members 
Mstep: Class 13 contains 27388 members 
Mstep: Class 14 contains 22074 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 16258 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 3022 members 
Mstep: Class 24 contains 2796 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 483 members 
Mstep: Class 30 contains 493 members 
Mstep: Class 31 contains 113257 members 
Mstep: Class 32 contains 659 members 
Mstep: Class 33 contains 439 members 
Mstep: Class 34 contains 2103 members 
Mstep: Class 35 contains 18917 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153976.000000 Penalty: 123466.296875
Iteration 80F: 38 clusters Score -1.04154e+08 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 2824 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 42260 members 
Mstep: Class 5 contains 138632 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 50896 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 3248 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 12589 members 
Mstep: Class 13 contains 27012 members 
Mstep: Class 14 contains 21772 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 16184 members 
Mstep: Class 17 contains 15470 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 37298 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 3635 members 
Mstep: Class 27 contains 1220 members 
Mstep: Class 28 contains 4335 members 
Mstep: Class 29 contains 532 members 
Mstep: Class 30 contains 494 members 
Mstep: Class 31 contains 128142 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 427 members 
Mstep: Class 34 contains 2402 members 
Mstep: Class 35 contains 19035 members 
Mstep: Class 36 contains 964 members 
Mstep: Class 37 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162280.000000 Penalty: 123466.296875
Iteration 81Q: 38 clusters Score -1.041623e+08 nChanged 21503
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 15269 members 
Mstep: Class 4 contains 42217 members 
Mstep: Class 5 contains 127273 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 49787 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 10 contains 19144 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 12536 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 14 contains 21631 members 
Mstep: Class 15 contains 220 members 
Mstep: Class 16 contains 16142 members 
Mstep: Class 17 contains 15463 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 37114 members 
Mstep: Class 20 contains 216 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 2967 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 3620 members 
Mstep: Class 27 contains 1233 members 
Mstep: Class 28 contains 4278 members 
Mstep: Class 29 contains 562 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 139090 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 2467 members 
Mstep: Class 35 contains 19036 members 
Mstep: Class 36 contains 1005 members 
Mstep: Class 37 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166192.000000 Penalty: 123466.296875
Iteration 82Q: 38 clusters Score -1.041662e+08 nChanged 20962
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 115063 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 48927 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 19181 members 
Mstep: Class 11 contains 7645 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 26741 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 16125 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 37017 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 3046 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3601 members 
Mstep: Class 27 contains 1241 members 
Mstep: Class 28 contains 4247 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 494 members 
Mstep: Class 31 contains 148593 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 2474 members 
Mstep: Class 35 contains 19006 members 
Mstep: Class 36 contains 1029 members 
Mstep: Class 37 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165480.000000 Penalty: 123466.296875
Iteration 83Q: 38 clusters Score -1.041655e+08 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 116675 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 42178 members 
Mstep: Class 5 contains 103530 members 
Mstep: Class 6 contains 827 members 
Mstep: Class 7 contains 48289 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 19181 members 
Mstep: Class 11 contains 7606 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 21613 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 16104 members 
Mstep: Class 17 contains 15459 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 36962 members 
Mstep: Class 20 contains 198 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2618 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 3115 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 3582 members 
Mstep: Class 27 contains 1252 members 
Mstep: Class 28 contains 4241 members 
Mstep: Class 29 contains 609 members 
Mstep: Class 30 contains 495 members 
Mstep: Class 31 contains 155975 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 18982 members 
Mstep: Class 36 contains 1047 members 
Mstep: Class 37 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161664.000000 Penalty: 123466.296875
Iteration 84Q: 38 clusters Score -1.041617e+08 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 15099 members 
Mstep: Class 4 contains 42163 members 
Mstep: Class 5 contains 93803 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 7 contains 47844 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 19183 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 12429 members 
Mstep: Class 13 contains 26734 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 205 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 15451 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 36966 members 
Mstep: Class 20 contains 193 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 1262 members 
Mstep: Class 28 contains 4241 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 490 members 
Mstep: Class 31 contains 160637 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2491 members 
Mstep: Class 35 contains 18994 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155880.000000 Penalty: 123466.296875
Iteration 85Q: 38 clusters Score -1.041559e+08 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 15097 members 
Mstep: Class 4 contains 42159 members 
Mstep: Class 5 contains 87082 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 47542 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 19223 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 12435 members 
Mstep: Class 13 contains 26794 members 
Mstep: Class 14 contains 21651 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 16101 members 
Mstep: Class 17 contains 15441 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 36978 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 1270 members 
Mstep: Class 28 contains 4262 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 486 members 
Mstep: Class 31 contains 161765 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2486 members 
Mstep: Class 35 contains 18993 members 
Mstep: Class 36 contains 1071 members 
Mstep: Class 37 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152312.000000 Penalty: 123466.296875
Iteration 86Q: 38 clusters Score -1.041523e+08 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 133196 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 4 contains 42164 members 
Mstep: Class 5 contains 82633 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 47215 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 19221 members 
Mstep: Class 11 contains 7527 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 26812 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16099 members 
Mstep: Class 17 contains 15433 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 36985 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 3195 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 3554 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 4265 members 
Mstep: Class 29 contains 643 members 
Mstep: Class 30 contains 478 members 
Mstep: Class 31 contains 160886 members 
Mstep: Class 32 contains 773 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2480 members 
Mstep: Class 35 contains 18998 members 
Mstep: Class 36 contains 1079 members 
Mstep: Class 37 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150536.000000 Penalty: 123466.296875
Iteration 87Q: 38 clusters Score -1.041505e+08 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 138770 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 15103 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 5 contains 79351 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 46904 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 19218 members 
Mstep: Class 11 contains 7508 members 
Mstep: Class 12 contains 12430 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 21713 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16102 members 
Mstep: Class 17 contains 15429 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 37014 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 4268 members 
Mstep: Class 29 contains 650 members 
Mstep: Class 30 contains 472 members 
Mstep: Class 31 contains 158786 members 
Mstep: Class 32 contains 777 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2473 members 
Mstep: Class 35 contains 19007 members 
Mstep: Class 36 contains 1095 members 
Mstep: Class 37 contains 933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149944.000000 Penalty: 123466.296875
Iteration 88Q: 38 clusters Score -1.041499e+08 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 144261 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 15107 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 76722 members 
Mstep: Class 6 contains 855 members 
Mstep: Class 7 contains 46644 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 19210 members 
Mstep: Class 11 contains 7490 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 26735 members 
Mstep: Class 14 contains 21709 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 15422 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 37057 members 
Mstep: Class 20 contains 177 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 3218 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 3544 members 
Mstep: Class 27 contains 1285 members 
Mstep: Class 28 contains 4265 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 466 members 
Mstep: Class 31 contains 156139 members 
Mstep: Class 32 contains 777 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2466 members 
Mstep: Class 35 contains 19013 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149336.000000 Penalty: 123466.296875
Iteration 89Q: 38 clusters Score -1.041493e+08 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 15105 members 
Mstep: Class 4 contains 42155 members 
Mstep: Class 5 contains 74501 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 46407 members 
Mstep: Class 8 contains 3457 members 
Mstep: Class 9 contains 3299 members 
Mstep: Class 10 contains 19220 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 12430 members 
Mstep: Class 13 contains 26740 members 
Mstep: Class 14 contains 21702 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16103 members 
Mstep: Class 17 contains 15419 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 37077 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 2936 members 
Mstep: Class 24 contains 3223 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 153238 members 
Mstep: Class 32 contains 779 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2461 members 
Mstep: Class 35 contains 19027 members 
Mstep: Class 36 contains 1119 members 
Mstep: Class 37 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149520.000000 Penalty: 123466.296875
Iteration 90Q: 38 clusters Score -1.041495e+08 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 15110 members 
Mstep: Class 4 contains 42147 members 
Mstep: Class 5 contains 72577 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 46205 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 19223 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 12437 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16106 members 
Mstep: Class 17 contains 15414 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 19 contains 37082 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 3222 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 1294 members 
Mstep: Class 28 contains 4242 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 458 members 
Mstep: Class 31 contains 150255 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2463 members 
Mstep: Class 35 contains 19048 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149752.000000 Penalty: 123466.296875
Iteration 91Q: 38 clusters Score -1.041498e+08 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 42149 members 
Mstep: Class 5 contains 70929 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 45995 members 
Mstep: Class 8 contains 3547 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 19193 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 12444 members 
Mstep: Class 13 contains 26703 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16114 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 37083 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 3223 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 4234 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 456 members 
Mstep: Class 31 contains 147116 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2484 members 
Mstep: Class 35 contains 19062 members 
Mstep: Class 36 contains 1129 members 
Mstep: Class 37 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150320.000000 Penalty: 123466.296875
Iteration 92Q: 38 clusters Score -1.041503e+08 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 164332 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 15158 members 
Mstep: Class 4 contains 42146 members 
Mstep: Class 5 contains 69438 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 45876 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 19180 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 13 contains 26687 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16119 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 37086 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 3225 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 3532 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 4220 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 453 members 
Mstep: Class 31 contains 143873 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2501 members 
Mstep: Class 35 contains 19076 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149616.000000 Penalty: 123466.296875
Iteration 93Q: 38 clusters Score -1.041496e+08 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 15160 members 
Mstep: Class 4 contains 42149 members 
Mstep: Class 5 contains 68023 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 45758 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 19137 members 
Mstep: Class 11 contains 7406 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 26663 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16122 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 37091 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 3227 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 4223 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 451 members 
Mstep: Class 31 contains 140685 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 19084 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150712.000000 Penalty: 123466.296875
Iteration 94Q: 38 clusters Score -1.041507e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 15159 members 
Mstep: Class 4 contains 42157 members 
Mstep: Class 5 contains 66763 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 45711 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 19103 members 
Mstep: Class 11 contains 7395 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 26648 members 
Mstep: Class 14 contains 21703 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16123 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 37090 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 2894 members 
Mstep: Class 24 contains 3227 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 3530 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 4222 members 
Mstep: Class 29 contains 673 members 
Mstep: Class 30 contains 448 members 
Mstep: Class 31 contains 137459 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2510 members 
Mstep: Class 35 contains 19086 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151584.000000 Penalty: 123466.296875
Iteration 95Q: 38 clusters Score -1.041516e+08 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 177858 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 15154 members 
Mstep: Class 4 contains 42171 members 
Mstep: Class 5 contains 65770 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 45746 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 7388 members 
Mstep: Class 12 contains 12444 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 14 contains 21696 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16124 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 37082 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 2888 members 
Mstep: Class 24 contains 3231 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 3528 members 
Mstep: Class 27 contains 1304 members 
Mstep: Class 28 contains 4217 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 134164 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2512 members 
Mstep: Class 35 contains 19087 members 
Mstep: Class 36 contains 1131 members 
Mstep: Class 37 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151560.000000 Penalty: 123466.296875
Iteration 96Q: 38 clusters Score -1.041516e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 15150 members 
Mstep: Class 4 contains 42176 members 
Mstep: Class 5 contains 65009 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 3680 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 19033 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 12431 members 
Mstep: Class 13 contains 26602 members 
Mstep: Class 14 contains 21688 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16132 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2495 members 
Mstep: Class 19 contains 37070 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 2883 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 3527 members 
Mstep: Class 27 contains 1307 members 
Mstep: Class 28 contains 4208 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 130759 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2517 members 
Mstep: Class 35 contains 19092 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151848.000000 Penalty: 123466.296875
Iteration 97Q: 38 clusters Score -1.041518e+08 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 185799 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 15149 members 
Mstep: Class 4 contains 42172 members 
Mstep: Class 5 contains 64500 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 45970 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 18974 members 
Mstep: Class 11 contains 7372 members 
Mstep: Class 12 contains 12439 members 
Mstep: Class 13 contains 26555 members 
Mstep: Class 14 contains 21678 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16142 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 37061 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2833 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 3237 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 1311 members 
Mstep: Class 28 contains 4200 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 442 members 
Mstep: Class 31 contains 127406 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 19096 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151704.000000 Penalty: 123466.296875
Iteration 98Q: 38 clusters Score -1.041517e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 189077 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 15154 members 
Mstep: Class 4 contains 42169 members 
Mstep: Class 5 contains 64201 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 46198 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 18933 members 
Mstep: Class 11 contains 7369 members 
Mstep: Class 12 contains 12449 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 21682 members 
Mstep: Class 15 contains 198 members 
Mstep: Class 16 contains 16153 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2500 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2843 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 3236 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 124227 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2523 members 
Mstep: Class 35 contains 19095 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150928.000000 Penalty: 123466.296875
Iteration 99Q: 38 clusters Score -1.041509e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 191510 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 42173 members 
Mstep: Class 5 contains 64001 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 46411 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 7360 members 
Mstep: Class 12 contains 12438 members 
Mstep: Class 13 contains 26508 members 
Mstep: Class 14 contains 21700 members 
Mstep: Class 15 contains 198 members 
Mstep: Class 16 contains 16147 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 37076 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 3235 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 4198 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 121810 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2521 members 
Mstep: Class 35 contains 19098 members 
Mstep: Class 36 contains 1133 members 
Mstep: Class 37 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155160.000000 Penalty: 123466.296875
Iteration 100F: 38 clusters Score -1.041552e+08 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 193237 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 15165 members 
Mstep: Class 4 contains 42167 members 
Mstep: Class 5 contains 55942 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 46633 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 18758 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 12420 members 
Mstep: Class 13 contains 26496 members 
Mstep: Class 14 contains 21709 members 
Mstep: Class 15 contains 207 members 
Mstep: Class 16 contains 16124 members 
Mstep: Class 17 contains 15402 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37092 members 
Mstep: Class 20 contains 177 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 1325 members 
Mstep: Class 28 contains 4191 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 128006 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 19103 members 
Mstep: Class 36 contains 1132 members 
Mstep: Class 37 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150808.000000 Penalty: 123466.296875
Iteration 101Q: 38 clusters Score -1.041508e+08 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 195790 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 15176 members 
Mstep: Class 4 contains 42187 members 
Mstep: Class 5 contains 48090 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 46873 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 18696 members 
Mstep: Class 11 contains 7342 members 
Mstep: Class 12 contains 12441 members 
Mstep: Class 13 contains 26503 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16102 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 37116 members 
Mstep: Class 20 contains 174 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 3519 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 4195 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 132978 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2529 members 
Mstep: Class 35 contains 19120 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104145592.000000 Penalty: 123466.296875
Iteration 102Q: 38 clusters Score -1.041456e+08 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 198256 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 15204 members 
Mstep: Class 4 contains 42200 members 
Mstep: Class 5 contains 40936 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 47183 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 7329 members 
Mstep: Class 12 contains 12466 members 
Mstep: Class 13 contains 26523 members 
Mstep: Class 14 contains 21742 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 17 contains 15400 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 2884 members 
Mstep: Class 24 contains 3289 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 137160 members 
Mstep: Class 32 contains 788 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2525 members 
Mstep: Class 35 contains 19132 members 
Mstep: Class 36 contains 1138 members 
Mstep: Class 37 contains 995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140632.000000 Penalty: 123466.296875
Iteration 103Q: 38 clusters Score -1.041406e+08 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 200513 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 15234 members 
Mstep: Class 4 contains 42213 members 
Mstep: Class 5 contains 34682 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 47529 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 18616 members 
Mstep: Class 11 contains 7318 members 
Mstep: Class 12 contains 12487 members 
Mstep: Class 13 contains 26552 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16079 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37165 members 
Mstep: Class 20 contains 163 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 2884 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 140629 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 409 members 
Mstep: Class 34 contains 2524 members 
Mstep: Class 35 contains 19143 members 
Mstep: Class 36 contains 1141 members 
Mstep: Class 37 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136664.000000 Penalty: 123466.296875
Iteration 104Q: 38 clusters Score -1.041367e+08 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 202432 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 42226 members 
Mstep: Class 5 contains 29659 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 47890 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 18577 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 26601 members 
Mstep: Class 14 contains 21833 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16070 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 37207 members 
Mstep: Class 20 contains 160 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2872 members 
Mstep: Class 23 contains 2887 members 
Mstep: Class 24 contains 3312 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 4224 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 143193 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2529 members 
Mstep: Class 35 contains 19146 members 
Mstep: Class 36 contains 1143 members 
Mstep: Class 37 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133536.000000 Penalty: 123466.296875
Iteration 105Q: 38 clusters Score -1.041335e+08 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 203678 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 42227 members 
Mstep: Class 5 contains 25770 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 48265 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 18565 members 
Mstep: Class 11 contains 7297 members 
Mstep: Class 12 contains 12530 members 
Mstep: Class 13 contains 26647 members 
Mstep: Class 14 contains 21865 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16067 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2499 members 
Mstep: Class 19 contains 37248 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 1339 members 
Mstep: Class 28 contains 4245 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 145300 members 
Mstep: Class 32 contains 801 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2533 members 
Mstep: Class 35 contains 19160 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130992.000000 Penalty: 123466.296875
Iteration 106Q: 38 clusters Score -1.04131e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 204623 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 15285 members 
Mstep: Class 4 contains 42227 members 
Mstep: Class 5 contains 22830 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 48622 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18514 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26679 members 
Mstep: Class 14 contains 21908 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16062 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2501 members 
Mstep: Class 19 contains 37271 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 4261 members 
Mstep: Class 29 contains 690 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 146847 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 410 members 
Mstep: Class 34 contains 2543 members 
Mstep: Class 35 contains 19178 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128880.000000 Penalty: 123466.296875
Iteration 107Q: 38 clusters Score -1.041289e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 205343 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 15314 members 
Mstep: Class 4 contains 42219 members 
Mstep: Class 5 contains 20618 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 48906 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18505 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 12557 members 
Mstep: Class 13 contains 26707 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16056 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 37291 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 4269 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 147958 members 
Mstep: Class 32 contains 814 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 19194 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127296.000000 Penalty: 123466.296875
Iteration 108Q: 38 clusters Score -1.041273e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 205954 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 15330 members 
Mstep: Class 4 contains 42224 members 
Mstep: Class 5 contains 18881 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 49123 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18483 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 12583 members 
Mstep: Class 13 contains 26737 members 
Mstep: Class 14 contains 21938 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16060 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 37312 members 
Mstep: Class 20 contains 139 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 4273 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 148760 members 
Mstep: Class 32 contains 819 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2555 members 
Mstep: Class 35 contains 19207 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126232.000000 Penalty: 123466.296875
Iteration 109Q: 38 clusters Score -1.041262e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 206455 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 42226 members 
Mstep: Class 5 contains 17480 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 49369 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 26762 members 
Mstep: Class 14 contains 21948 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16066 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 37327 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 2915 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1336 members 
Mstep: Class 28 contains 4280 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149350 members 
Mstep: Class 32 contains 822 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 19210 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125240.000000 Penalty: 123466.296875
Iteration 110Q: 38 clusters Score -1.041252e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 206856 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 15360 members 
Mstep: Class 4 contains 42225 members 
Mstep: Class 5 contains 16423 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 49593 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18423 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 21955 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16064 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37349 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 4289 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149747 members 
Mstep: Class 32 contains 822 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2560 members 
Mstep: Class 35 contains 19216 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124704.000000 Penalty: 123466.296875
Iteration 111Q: 38 clusters Score -1.041247e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 207210 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 15377 members 
Mstep: Class 4 contains 42229 members 
Mstep: Class 5 contains 15508 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 49824 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18414 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 12612 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 21963 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16069 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37367 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 150017 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19220 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123824.000000 Penalty: 123466.296875
Iteration 112Q: 38 clusters Score -1.041238e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 207593 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 15385 members 
Mstep: Class 4 contains 42228 members 
Mstep: Class 5 contains 14774 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50032 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18396 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 12620 members 
Mstep: Class 13 contains 26817 members 
Mstep: Class 14 contains 21956 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16076 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 37376 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 3340 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1342 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 150151 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19224 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104122864.000000 Penalty: 123466.296875
Iteration 113Q: 38 clusters Score -1.041229e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 207946 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 15388 members 
Mstep: Class 4 contains 42228 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50236 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18390 members 
Mstep: Class 11 contains 7208 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 26822 members 
Mstep: Class 14 contains 21963 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16074 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37385 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 3342 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 150198 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 19232 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104122168.000000 Penalty: 123466.296875
Iteration 114Q: 38 clusters Score -1.041222e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 208357 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 15388 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50411 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18368 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 12628 members 
Mstep: Class 13 contains 26818 members 
Mstep: Class 14 contains 21968 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16081 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37387 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 3341 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 150198 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2563 members 
Mstep: Class 35 contains 19245 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121568.000000 Penalty: 123466.296875
Iteration 115Q: 38 clusters Score -1.041216e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 208721 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 42216 members 
Mstep: Class 5 contains 13118 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50614 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18335 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16084 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37403 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 150129 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2560 members 
Mstep: Class 35 contains 19260 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120608.000000 Penalty: 123466.296875
Iteration 116Q: 38 clusters Score -1.041206e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209138 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 42218 members 
Mstep: Class 5 contains 12677 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18298 members 
Mstep: Class 11 contains 7160 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 26828 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16082 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37415 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4302 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149977 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19280 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119952.000000 Penalty: 123466.296875
Iteration 117Q: 38 clusters Score -1.0412e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209513 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42219 members 
Mstep: Class 5 contains 12233 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51009 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18270 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 12621 members 
Mstep: Class 13 contains 26834 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16082 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 37431 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4295 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149854 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 19296 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119256.000000 Penalty: 123466.296875
Iteration 118Q: 38 clusters Score -1.041193e+08 nChanged 1488
Entering ConstructFrom: 
Score: -104119256.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (209926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209926 members 
Entering Unmasked Estep 
Score: -32246220.000000 Penalty: 3039.118408
	Iteration 0F: 2 clusters Score -3.224622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104669 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -32145970.000000 Penalty: 6078.236816
	Iteration 0F: 3 clusters Score -3.214597e+07 nChanged 101053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -32205540.000000 Penalty: 6078.236816
	Iteration 1F: 3 clusters Score -3.220554e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -32207492.000000 Penalty: 6078.236816
	Iteration 2Q: 3 clusters Score -3.220749e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 118003 members 
Entering Unmasked Estep 
Score: -32209704.000000 Penalty: 6078.236816
	Iteration 3Q: 3 clusters Score -3.22097e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -32213374.000000 Penalty: 6078.236816
	Iteration 4Q: 3 clusters Score -3.221337e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -32219584.000000 Penalty: 6078.236816
	Iteration 5F: 3 clusters Score -3.221958e+07 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -32228284.000000 Penalty: 6078.236816
	Iteration 6F: 3 clusters Score -3.222828e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 163743 members 
Entering Unmasked Estep 
Score: -32238184.000000 Penalty: 6078.236816
	Iteration 7F: 3 clusters Score -3.223818e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 177930 members 
Entering Unmasked Estep 
Score: -32245712.000000 Penalty: 6078.236816
	Iteration 8F: 3 clusters Score -3.224571e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 188360 members 
Entering Unmasked Estep 
Score: -32249746.000000 Penalty: 6078.236816
	Iteration 9F: 3 clusters Score -3.224975e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 195398 members 
Entering Unmasked Estep 
Score: -32250508.000000 Penalty: 6078.236816
	Iteration 10Q: 3 clusters Score -3.225051e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 200390 members 
Entering Unmasked Estep 
Score: -32250116.000000 Penalty: 6078.236816
	Iteration 11Q: 3 clusters Score -3.225012e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 203815 members 
Entering Unmasked Estep 
Score: -32248370.000000 Penalty: 6078.236816
	Iteration 12Q: 3 clusters Score -3.224837e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 205958 members 
Entering Unmasked Estep 
Score: -32247216.000000 Penalty: 6078.236816
	Iteration 13Q: 3 clusters Score -3.224722e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 207182 members 
Entering Unmasked Estep 
Score: -32246224.000000 Penalty: 6078.236816
	Iteration 14Q: 3 clusters Score -3.224622e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 207841 members 
Entering Unmasked Estep 
Score: -32245854.000000 Penalty: 6078.236816
	Iteration 15Q: 3 clusters Score -3.224585e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 208207 members 
Entering Unmasked Estep 
Score: -32245662.000000 Penalty: 6078.236816
	Iteration 16Q: 3 clusters Score -3.224566e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 208437 members 
Entering Unmasked Estep 
Score: -32245518.000000 Penalty: 6078.236816
	Iteration 17Q: 3 clusters Score -3.224552e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 208565 members 
Entering Unmasked Estep 
Score: -32245372.000000 Penalty: 6078.236816
	Iteration 18Q: 3 clusters Score -3.224537e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 208651 members 
Entering Unmasked Estep 
Score: -32245316.000000 Penalty: 6078.236816
	Iteration 19Q: 3 clusters Score -3.224532e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 208702 members 
Entering Unmasked Estep 
Score: -32245242.000000 Penalty: 6078.236816
	Iteration 20F: 3 clusters Score -3.224524e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 208742 members 
Entering Unmasked Estep 
Score: -32245182.000000 Penalty: 6078.236816
	Iteration 21Q: 3 clusters Score -3.224518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 208762 members 
Entering Unmasked Estep 
Score: -32245164.000000 Penalty: 6078.236816
	Iteration 22Q: 3 clusters Score -3.224516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 208787 members 
Entering Unmasked Estep 
Score: -32245134.000000 Penalty: 6078.236816
	Iteration 23Q: 3 clusters Score -3.224513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 208796 members 
Entering Unmasked Estep 
Score: -32245110.000000 Penalty: 6078.236816
	Iteration 24Q: 3 clusters Score -3.224511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 208799 members 
Entering Unmasked Estep 
Score: -32245102.000000 Penalty: 6078.236816
	Iteration 25Q: 3 clusters Score -3.22451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 208807 members 
Entering Unmasked Estep 
Score: -32245110.000000 Penalty: 6078.236816
	Iteration 26Q: 3 clusters Score -3.224511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 208808 members 
Entering Unmasked Estep 
Score: -32245100.000000 Penalty: 6078.236816
	Iteration 27Q: 3 clusters Score -3.22451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 208808 members 
Entering Unmasked Estep 
Score: -32245098.000000 Penalty: 6078.236816
	Iteration 28Q: 3 clusters Score -3.22451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 208815 members 
Entering Unmasked Estep 
Score: -32245088.000000 Penalty: 6078.236816
	Iteration 29Q: 3 clusters Score -3.224509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 208816 members 
Entering Unmasked Estep 
Score: -32245116.000000 Penalty: 6078.236816
	Iteration 30Q: 3 clusters Score -3.224512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 208817 members 
Entering Unmasked Estep 
Score: -32245116.000000 Penalty: 6078.236816
	Iteration 31Q: 3 clusters Score -3.224512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 208819 members 
Entering Unmasked Estep 
Score: -32245104.000000 Penalty: 6078.236816
	Iteration 32Q: 3 clusters Score -3.22451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 208817 members 
Entering Unmasked Estep 
Score: -32245100.000000 Penalty: 6078.236816
	Iteration 33Q: 3 clusters Score -3.22451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 208823 members 
Entering Unmasked Estep 
Score: -32245102.000000 Penalty: 6078.236816
	Iteration 34Q: 3 clusters Score -3.22451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -32245110.000000 Penalty: 6078.236816
	Iteration 35Q: 3 clusters Score -3.224511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -32245104.000000 Penalty: 6078.236816
	Iteration 36Q: 3 clusters Score -3.22451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 208824 members 
Entering Unmasked Estep 
Score: -32245102.000000 Penalty: 6078.236816
	Iteration 37Q: 3 clusters Score -3.22451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 208826 members 
Entering Unmasked Estep 
Score: -32245098.000000 Penalty: 6078.236816
	Iteration 38Q: 3 clusters Score -3.22451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 208826 members 
Entering Unmasked Estep 
Score: -32245102.000000 Penalty: 6078.236816
	Iteration 39Q: 3 clusters Score -3.22451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -32245096.000000 Penalty: 6078.236816
	Iteration 40F: 3 clusters Score -3.22451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -32245094.000000 Penalty: 6078.236816
	Iteration 41Q: 3 clusters Score -3.224509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -32245094.000000 Penalty: 6078.236816
	Iteration 42F: 3 clusters Score -3.224509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -375011.656250 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -375011.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -371911.375000 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -371911.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372558.687500 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -372558.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -372734.625000 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -372734.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -372827.968750 Penalty: 3925.106445
	Iteration 3Q: 3 clusters Score -372828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -372925.875000 Penalty: 3925.106445
	Iteration 4Q: 3 clusters Score -372925.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373027.593750 Penalty: 3925.106445
	Iteration 5Q: 3 clusters Score -373027.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -373106.281250 Penalty: 3925.106445
	Iteration 6Q: 3 clusters Score -373106.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -373173.375000 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -373173.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -373228.156250 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -373228.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -373273.906250 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -373273.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -373311.312500 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -373311.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -373349.781250 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -373349.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373389.000000 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -373389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -373413.468750 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -373413.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -373422.656250 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -373422.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -373433.000000 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -373433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -373440.062500 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -373440.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -373448.500000 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -373448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -373451.750000 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -373451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373455.718750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -373455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -373462.031250 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -373462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -373468.093750 Penalty: 3925.106445
	Iteration 21Q: 3 clusters Score -373468.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373477.687500 Penalty: 3925.106445
	Iteration 22Q: 3 clusters Score -373477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -373485.656250 Penalty: 3925.106445
	Iteration 23Q: 3 clusters Score -373485.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -373489.593750 Penalty: 3925.106445
	Iteration 24Q: 3 clusters Score -373489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -373490.406250 Penalty: 3925.106445
	Iteration 25Q: 3 clusters Score -373490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -373491.937500 Penalty: 3925.106445
	Iteration 26Q: 3 clusters Score -373491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -373494.781250 Penalty: 3925.106445
	Iteration 27Q: 3 clusters Score -373494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -373496.343750 Penalty: 3925.106445
	Iteration 28Q: 3 clusters Score -373496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -373500.281250 Penalty: 3925.106445
	Iteration 29Q: 3 clusters Score -373500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -373503.500000 Penalty: 3925.106445
	Iteration 30Q: 3 clusters Score -373503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -373505.781250 Penalty: 3925.106445
	Iteration 31Q: 3 clusters Score -373505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -373507.281250 Penalty: 3925.106445
	Iteration 32Q: 3 clusters Score -373507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -373509.750000 Penalty: 3925.106445
	Iteration 33Q: 3 clusters Score -373509.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -373511.343750 Penalty: 3925.106445
	Iteration 34Q: 3 clusters Score -373511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -373512.937500 Penalty: 3925.106445
	Iteration 35Q: 3 clusters Score -373512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -373515.156250 Penalty: 3925.106445
	Iteration 36Q: 3 clusters Score -373515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -373516.000000 Penalty: 3925.106445
	Iteration 37Q: 3 clusters Score -373516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -373516.937500 Penalty: 3925.106445
	Iteration 38Q: 3 clusters Score -373516.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -373516.937500 Penalty: 3925.106445
	Iteration 39F: 3 clusters Score -373516.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -2332879.250000 Penalty: 2390.956299
	Iteration 0F: 2 clusters Score -2332879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2321839.750000 Penalty: 4781.912598
	Iteration 0F: 3 clusters Score -2321840 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2325431.000000 Penalty: 4781.912598
	Iteration 1F: 3 clusters Score -2325431 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2325892.750000 Penalty: 4781.912598
	Iteration 2F: 3 clusters Score -2325893 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2326328.250000 Penalty: 4781.912598
	Iteration 3F: 3 clusters Score -2326328 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2326770.500000 Penalty: 4781.912598
	Iteration 4Q: 3 clusters Score -2326770 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2327325.500000 Penalty: 4781.912598
	Iteration 5Q: 3 clusters Score -2327326 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2327963.000000 Penalty: 4781.912598
	Iteration 6F: 3 clusters Score -2327963 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2328535.750000 Penalty: 4781.912598
	Iteration 7F: 3 clusters Score -2328536 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2329072.500000 Penalty: 4781.912598
	Iteration 8F: 3 clusters Score -2329072 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2329639.000000 Penalty: 4781.912598
	Iteration 9F: 3 clusters Score -2329639 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2330225.000000 Penalty: 4781.912598
	Iteration 10Q: 3 clusters Score -2330225 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2330863.000000 Penalty: 4781.912598
	Iteration 11Q: 3 clusters Score -2330863 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2331382.500000 Penalty: 4781.912598
	Iteration 12Q: 3 clusters Score -2331382 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2331749.750000 Penalty: 4781.912598
	Iteration 13Q: 3 clusters Score -2331750 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2332036.250000 Penalty: 4781.912598
	Iteration 14Q: 3 clusters Score -2332036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2332229.750000 Penalty: 4781.912598
	Iteration 15Q: 3 clusters Score -2332230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2332370.500000 Penalty: 4781.912598
	Iteration 16Q: 3 clusters Score -2332370 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2332487.000000 Penalty: 4781.912598
	Iteration 17Q: 3 clusters Score -2332487 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2332569.750000 Penalty: 4781.912598
	Iteration 18Q: 3 clusters Score -2332570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2332630.000000 Penalty: 4781.912598
	Iteration 19Q: 3 clusters Score -2332630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2332662.250000 Penalty: 4781.912598
	Iteration 20F: 3 clusters Score -2332662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2332675.500000 Penalty: 4781.912598
	Iteration 21Q: 3 clusters Score -2332676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2332700.750000 Penalty: 4781.912598
	Iteration 22Q: 3 clusters Score -2332701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2332704.750000 Penalty: 4781.912598
	Iteration 23Q: 3 clusters Score -2332705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2332709.500000 Penalty: 4781.912598
	Iteration 24Q: 3 clusters Score -2332710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2332705.750000 Penalty: 4781.912598
	Iteration 25Q: 3 clusters Score -2332706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2332712.750000 Penalty: 4781.912598
	Iteration 26Q: 3 clusters Score -2332713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2332721.750000 Penalty: 4781.912598
	Iteration 27Q: 3 clusters Score -2332722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2332720.500000 Penalty: 4781.912598
	Iteration 28Q: 3 clusters Score -2332720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2332720.500000 Penalty: 4781.912598
	Iteration 29Q: 3 clusters Score -2332720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2332727.250000 Penalty: 4781.912598
	Iteration 30Q: 3 clusters Score -2332727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2332725.000000 Penalty: 4781.912598
	Iteration 31Q: 3 clusters Score -2332725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2332724.750000 Penalty: 4781.912598
	Iteration 32Q: 3 clusters Score -2332725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2332725.750000 Penalty: 4781.912598
	Iteration 33Q: 3 clusters Score -2332726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2332731.500000 Penalty: 4781.912598
	Iteration 34Q: 3 clusters Score -2332732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2332728.750000 Penalty: 4781.912598
	Iteration 35Q: 3 clusters Score -2332729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2332731.750000 Penalty: 4781.912598
	Iteration 36Q: 3 clusters Score -2332732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2332728.000000 Penalty: 4781.912598
	Iteration 37Q: 3 clusters Score -2332728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2332728.250000 Penalty: 4781.912598
	Iteration 38Q: 3 clusters Score -2332728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2332730.250000 Penalty: 4781.912598
	Iteration 39Q: 3 clusters Score -2332730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2332727.000000 Penalty: 4781.912598
	Iteration 40F: 3 clusters Score -2332727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2332728.750000 Penalty: 4781.912598
	Iteration 41Q: 3 clusters Score -2332729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2332729.250000 Penalty: 4781.912598
	Iteration 42Q: 3 clusters Score -2332729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2332730.250000 Penalty: 4781.912598
	Iteration 43Q: 3 clusters Score -2332730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2332730.250000 Penalty: 4781.912598
	Iteration 44F: 3 clusters Score -2332730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Entering Unmasked Estep 
Score: -6489836.500000 Penalty: 2641.331543
	Iteration 0F: 2 clusters Score -6489836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -6461174.000000 Penalty: 5282.663086
	Iteration 0F: 3 clusters Score -6461174 nChanged 19543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6471938.000000 Penalty: 5282.663086
	Iteration 1F: 3 clusters Score -6471938 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -6472579.000000 Penalty: 5282.663086
	Iteration 2Q: 3 clusters Score -6472579 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6473201.500000 Penalty: 5282.663086
	Iteration 3Q: 3 clusters Score -6473202 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -6473874.500000 Penalty: 5282.663086
	Iteration 4Q: 3 clusters Score -6473874 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6474538.500000 Penalty: 5282.663086
	Iteration 5Q: 3 clusters Score -6474538 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -6475253.000000 Penalty: 5282.663086
	Iteration 6Q: 3 clusters Score -6475253 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -6475990.500000 Penalty: 5282.663086
	Iteration 7Q: 3 clusters Score -6475990 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -6476873.500000 Penalty: 5282.663086
	Iteration 8Q: 3 clusters Score -6476874 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -6477728.500000 Penalty: 5282.663086
	Iteration 9Q: 3 clusters Score -6477728 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -6478439.000000 Penalty: 5282.663086
	Iteration 10Q: 3 clusters Score -6478439 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -6479101.000000 Penalty: 5282.663086
	Iteration 11Q: 3 clusters Score -6479101 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6479656.000000 Penalty: 5282.663086
	Iteration 12Q: 3 clusters Score -6479656 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -6480181.000000 Penalty: 5282.663086
	Iteration 13Q: 3 clusters Score -6480181 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6480614.000000 Penalty: 5282.663086
	Iteration 14Q: 3 clusters Score -6480614 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -6480997.000000 Penalty: 5282.663086
	Iteration 15Q: 3 clusters Score -6480997 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6481314.000000 Penalty: 5282.663086
	Iteration 16Q: 3 clusters Score -6481314 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -6481617.500000 Penalty: 5282.663086
	Iteration 17Q: 3 clusters Score -6481618 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6481822.500000 Penalty: 5282.663086
	Iteration 18Q: 3 clusters Score -6481822 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -6481983.500000 Penalty: 5282.663086
	Iteration 19Q: 3 clusters Score -6481984 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6482207.500000 Penalty: 5282.663086
	Iteration 20F: 3 clusters Score -6482208 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -6482420.500000 Penalty: 5282.663086
	Iteration 21Q: 3 clusters Score -6482420 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6482595.500000 Penalty: 5282.663086
	Iteration 22Q: 3 clusters Score -6482596 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6482830.500000 Penalty: 5282.663086
	Iteration 23Q: 3 clusters Score -6482830 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -6483071.500000 Penalty: 5282.663086
	Iteration 24Q: 3 clusters Score -6483072 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6483412.500000 Penalty: 5282.663086
	Iteration 25Q: 3 clusters Score -6483412 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -6483793.500000 Penalty: 5282.663086
	Iteration 26Q: 3 clusters Score -6483794 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6484080.000000 Penalty: 5282.663086
	Iteration 27Q: 3 clusters Score -6484080 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -6484411.500000 Penalty: 5282.663086
	Iteration 28Q: 3 clusters Score -6484412 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6484781.500000 Penalty: 5282.663086
	Iteration 29Q: 3 clusters Score -6484782 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -6485103.500000 Penalty: 5282.663086
	Iteration 30Q: 3 clusters Score -6485104 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -6485357.000000 Penalty: 5282.663086
	Iteration 31Q: 3 clusters Score -6485357 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6485611.000000 Penalty: 5282.663086
	Iteration 32Q: 3 clusters Score -6485611 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -6485863.500000 Penalty: 5282.663086
	Iteration 33Q: 3 clusters Score -6485864 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6486057.500000 Penalty: 5282.663086
	Iteration 34Q: 3 clusters Score -6486058 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -6486209.000000 Penalty: 5282.663086
	Iteration 35Q: 3 clusters Score -6486209 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -6486341.500000 Penalty: 5282.663086
	Iteration 36Q: 3 clusters Score -6486342 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6486414.500000 Penalty: 5282.663086
	Iteration 37Q: 3 clusters Score -6486414 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -6486463.000000 Penalty: 5282.663086
	Iteration 38Q: 3 clusters Score -6486463 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -6486544.000000 Penalty: 5282.663086
	Iteration 39Q: 3 clusters Score -6486544 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -6486628.500000 Penalty: 5282.663086
	Iteration 40F: 3 clusters Score -6486628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6486691.000000 Penalty: 5282.663086
	Iteration 41Q: 3 clusters Score -6486691 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6486745.000000 Penalty: 5282.663086
	Iteration 42Q: 3 clusters Score -6486745 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6486798.500000 Penalty: 5282.663086
	Iteration 43Q: 3 clusters Score -6486798 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -6486848.500000 Penalty: 5282.663086
	Iteration 44Q: 3 clusters Score -6486848 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -6486892.500000 Penalty: 5282.663086
	Iteration 45Q: 3 clusters Score -6486892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6486958.000000 Penalty: 5282.663086
	Iteration 46Q: 3 clusters Score -6486958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -6487016.000000 Penalty: 5282.663086
	Iteration 47Q: 3 clusters Score -6487016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6487089.500000 Penalty: 5282.663086
	Iteration 48Q: 3 clusters Score -6487090 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -6487170.000000 Penalty: 5282.663086
	Iteration 49Q: 3 clusters Score -6487170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -6487214.500000 Penalty: 5282.663086
	Iteration 50Q: 3 clusters Score -6487214 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -6487269.500000 Penalty: 5282.663086
	Iteration 51Q: 3 clusters Score -6487270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -6487300.500000 Penalty: 5282.663086
	Iteration 52Q: 3 clusters Score -6487300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -6487326.500000 Penalty: 5282.663086
	Iteration 53Q: 3 clusters Score -6487326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -6487384.000000 Penalty: 5282.663086
	Iteration 54Q: 3 clusters Score -6487384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6487438.500000 Penalty: 5282.663086
	Iteration 55Q: 3 clusters Score -6487438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -6487459.500000 Penalty: 5282.663086
	Iteration 56Q: 3 clusters Score -6487460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6487473.500000 Penalty: 5282.663086
	Iteration 57Q: 3 clusters Score -6487474 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -6487508.500000 Penalty: 5282.663086
	Iteration 58Q: 3 clusters Score -6487508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -6487533.500000 Penalty: 5282.663086
	Iteration 59Q: 3 clusters Score -6487534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -6487544.000000 Penalty: 5282.663086
	Iteration 60F: 3 clusters Score -6487544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -6487559.500000 Penalty: 5282.663086
	Iteration 61Q: 3 clusters Score -6487560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -6487572.000000 Penalty: 5282.663086
	Iteration 62Q: 3 clusters Score -6487572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -6487586.500000 Penalty: 5282.663086
	Iteration 63Q: 3 clusters Score -6487586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -6487586.500000 Penalty: 5282.663086
	Iteration 64Q: 3 clusters Score -6487586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -6487599.500000 Penalty: 5282.663086
	Iteration 65Q: 3 clusters Score -6487600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -6487591.000000 Penalty: 5282.663086
	Iteration 66Q: 3 clusters Score -6487591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6487597.000000 Penalty: 5282.663086
	Iteration 67Q: 3 clusters Score -6487597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -6487590.000000 Penalty: 5282.663086
	Iteration 68Q: 3 clusters Score -6487590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -6487608.000000 Penalty: 5282.663086
	Iteration 69Q: 3 clusters Score -6487608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -6487604.000000 Penalty: 5282.663086
	Iteration 70Q: 3 clusters Score -6487604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6487611.500000 Penalty: 5282.663086
	Iteration 71Q: 3 clusters Score -6487612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6487610.000000 Penalty: 5282.663086
	Iteration 72Q: 3 clusters Score -6487610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -6487604.500000 Penalty: 5282.663086
	Iteration 73Q: 3 clusters Score -6487604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -6487603.500000 Penalty: 5282.663086
	Iteration 74Q: 3 clusters Score -6487604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -6487601.500000 Penalty: 5282.663086
	Iteration 75Q: 3 clusters Score -6487602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -6487603.500000 Penalty: 5282.663086
	Iteration 76Q: 3 clusters Score -6487604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -6487603.500000 Penalty: 5282.663086
	Iteration 77F: 3 clusters Score -6487604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Entering Unmasked Estep 
Score: -1829228.125000 Penalty: 2325.380127
	Iteration 0F: 2 clusters Score -1829228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1820428.125000 Penalty: 4650.760254
	Iteration 0F: 3 clusters Score -1820428 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1823153.375000 Penalty: 4650.760254
	Iteration 1F: 3 clusters Score -1823153 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1823546.250000 Penalty: 4650.760254
	Iteration 2F: 3 clusters Score -1823546 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1823827.875000 Penalty: 4650.760254
	Iteration 3F: 3 clusters Score -1823828 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1824050.250000 Penalty: 4650.760254
	Iteration 4Q: 3 clusters Score -1824050 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1824275.250000 Penalty: 4650.760254
	Iteration 5Q: 3 clusters Score -1824275 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1824474.250000 Penalty: 4650.760254
	Iteration 6Q: 3 clusters Score -1824474 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1824662.750000 Penalty: 4650.760254
	Iteration 7Q: 3 clusters Score -1824663 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1824873.125000 Penalty: 4650.760254
	Iteration 8Q: 3 clusters Score -1824873 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1825098.500000 Penalty: 4650.760254
	Iteration 9Q: 3 clusters Score -1825098 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1825294.125000 Penalty: 4650.760254
	Iteration 10Q: 3 clusters Score -1825294 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1825447.125000 Penalty: 4650.760254
	Iteration 11Q: 3 clusters Score -1825447 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1825596.000000 Penalty: 4650.760254
	Iteration 12Q: 3 clusters Score -1825596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1825730.250000 Penalty: 4650.760254
	Iteration 13Q: 3 clusters Score -1825730 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1825833.250000 Penalty: 4650.760254
	Iteration 14Q: 3 clusters Score -1825833 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1825934.000000 Penalty: 4650.760254
	Iteration 15Q: 3 clusters Score -1825934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1826005.500000 Penalty: 4650.760254
	Iteration 16Q: 3 clusters Score -1826006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1826080.250000 Penalty: 4650.760254
	Iteration 17Q: 3 clusters Score -1826080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1826119.750000 Penalty: 4650.760254
	Iteration 18Q: 3 clusters Score -1826120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1826136.250000 Penalty: 4650.760254
	Iteration 19Q: 3 clusters Score -1826136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1826163.250000 Penalty: 4650.760254
	Iteration 20F: 3 clusters Score -1826163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1826180.000000 Penalty: 4650.760254
	Iteration 21Q: 3 clusters Score -1826180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1826185.125000 Penalty: 4650.760254
	Iteration 22Q: 3 clusters Score -1826185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1826197.875000 Penalty: 4650.760254
	Iteration 23Q: 3 clusters Score -1826198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1826208.625000 Penalty: 4650.760254
	Iteration 24Q: 3 clusters Score -1826209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1826214.500000 Penalty: 4650.760254
	Iteration 25Q: 3 clusters Score -1826214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1826218.000000 Penalty: 4650.760254
	Iteration 26Q: 3 clusters Score -1826218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1826221.250000 Penalty: 4650.760254
	Iteration 27Q: 3 clusters Score -1826221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1826227.375000 Penalty: 4650.760254
	Iteration 28Q: 3 clusters Score -1826227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1826229.375000 Penalty: 4650.760254
	Iteration 29Q: 3 clusters Score -1826229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1826235.750000 Penalty: 4650.760254
	Iteration 30Q: 3 clusters Score -1826236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1826238.750000 Penalty: 4650.760254
	Iteration 31Q: 3 clusters Score -1826239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1826245.375000 Penalty: 4650.760254
	Iteration 32Q: 3 clusters Score -1826245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1826253.500000 Penalty: 4650.760254
	Iteration 33Q: 3 clusters Score -1826254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1826255.625000 Penalty: 4650.760254
	Iteration 34Q: 3 clusters Score -1826256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1826259.250000 Penalty: 4650.760254
	Iteration 35Q: 3 clusters Score -1826259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1826264.250000 Penalty: 4650.760254
	Iteration 36Q: 3 clusters Score -1826264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1826272.625000 Penalty: 4650.760254
	Iteration 37Q: 3 clusters Score -1826273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1826278.375000 Penalty: 4650.760254
	Iteration 38Q: 3 clusters Score -1826278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1826280.625000 Penalty: 4650.760254
	Iteration 39Q: 3 clusters Score -1826281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1826287.500000 Penalty: 4650.760254
	Iteration 40F: 3 clusters Score -1826288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1826286.375000 Penalty: 4650.760254
	Iteration 41Q: 3 clusters Score -1826286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1826283.375000 Penalty: 4650.760254
	Iteration 42Q: 3 clusters Score -1826283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1826288.125000 Penalty: 4650.760254
	Iteration 43Q: 3 clusters Score -1826288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1826291.375000 Penalty: 4650.760254
	Iteration 44Q: 3 clusters Score -1826291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1826286.250000 Penalty: 4650.760254
	Iteration 45Q: 3 clusters Score -1826286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1826289.500000 Penalty: 4650.760254
	Iteration 46Q: 3 clusters Score -1826290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1826286.500000 Penalty: 4650.760254
	Iteration 47Q: 3 clusters Score -1826286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1826287.125000 Penalty: 4650.760254
	Iteration 48Q: 3 clusters Score -1826287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1826287.625000 Penalty: 4650.760254
	Iteration 49Q: 3 clusters Score -1826288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1826290.625000 Penalty: 4650.760254
	Iteration 50Q: 3 clusters Score -1826291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1826290.625000 Penalty: 4650.760254
	Iteration 51Q: 3 clusters Score -1826291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1826291.000000 Penalty: 4650.760254
	Iteration 52Q: 3 clusters Score -1826291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1826292.125000 Penalty: 4650.760254
	Iteration 53Q: 3 clusters Score -1826292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1826292.500000 Penalty: 4650.760254
	Iteration 54Q: 3 clusters Score -1826292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1826293.875000 Penalty: 4650.760254
	Iteration 55Q: 3 clusters Score -1826294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1826293.375000 Penalty: 4650.760254
	Iteration 56Q: 3 clusters Score -1826293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1826293.375000 Penalty: 4650.760254
	Iteration 57F: 3 clusters Score -1826293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124264.460938 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -122411.882812 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122411.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122717.757812 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122717.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122831.695312 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122831.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -122890.101562 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -122890.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -122955.921875 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -122955.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -123037.531250 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -123037.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -123113.695312 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -123113.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123175.093750 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -123175.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123224.765625 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -123224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -123256.656250 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -123256.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -123268.835938 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -123268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123281.851562 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -123281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123286.070312 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -123286.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123286.070312 Penalty: 3362.841309
	Iteration 13F: 3 clusters Score -123286.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Entering Unmasked Estep 
Score: -7753886.500000 Penalty: 2689.065430
	Iteration 0F: 2 clusters Score -7753886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -7719356.000000 Penalty: 5378.130859
	Iteration 0F: 3 clusters Score -7719356 nChanged 23709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7732259.500000 Penalty: 5378.130859
	Iteration 1F: 3 clusters Score -7732260 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -7732734.500000 Penalty: 5378.130859
	Iteration 2Q: 3 clusters Score -7732734 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -7733243.500000 Penalty: 5378.130859
	Iteration 3Q: 3 clusters Score -7733244 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -7733998.500000 Penalty: 5378.130859
	Iteration 4Q: 3 clusters Score -7733998 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -7735167.500000 Penalty: 5378.130859
	Iteration 5Q: 3 clusters Score -7735168 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -7737179.000000 Penalty: 5378.130859
	Iteration 6F: 3 clusters Score -7737179 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -7740306.000000 Penalty: 5378.130859
	Iteration 7F: 3 clusters Score -7740306 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -7744327.500000 Penalty: 5378.130859
	Iteration 8F: 3 clusters Score -7744328 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7748000.500000 Penalty: 5378.130859
	Iteration 9F: 3 clusters Score -7748000 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7750174.000000 Penalty: 5378.130859
	Iteration 10Q: 3 clusters Score -7750174 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7751020.000000 Penalty: 5378.130859
	Iteration 11Q: 3 clusters Score -7751020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7751284.000000 Penalty: 5378.130859
	Iteration 12Q: 3 clusters Score -7751284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7751349.000000 Penalty: 5378.130859
	Iteration 13Q: 3 clusters Score -7751349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7751382.500000 Penalty: 5378.130859
	Iteration 14Q: 3 clusters Score -7751382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7751391.500000 Penalty: 5378.130859
	Iteration 15Q: 3 clusters Score -7751392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7751404.000000 Penalty: 5378.130859
	Iteration 16Q: 3 clusters Score -7751404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7751413.500000 Penalty: 5378.130859
	Iteration 17Q: 3 clusters Score -7751414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7751420.500000 Penalty: 5378.130859
	Iteration 18Q: 3 clusters Score -7751420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7751423.500000 Penalty: 5378.130859
	Iteration 19Q: 3 clusters Score -7751424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7751426.000000 Penalty: 5378.130859
	Iteration 20F: 3 clusters Score -7751426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7751426.000000 Penalty: 5378.130859
	Iteration 21Q: 3 clusters Score -7751426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7751426.000000 Penalty: 5378.130859
	Iteration 22F: 3 clusters Score -7751426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -565884.937500 Penalty: 2036.178223
	Iteration 0F: 2 clusters Score -565884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -562182.125000 Penalty: 4072.356445
	Iteration 0F: 3 clusters Score -562182.1 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -562980.812500 Penalty: 4072.356445
	Iteration 1F: 3 clusters Score -562980.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -563177.375000 Penalty: 4072.356445
	Iteration 2F: 3 clusters Score -563177.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -563266.125000 Penalty: 4072.356445
	Iteration 3Q: 3 clusters Score -563266.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -563314.937500 Penalty: 4072.356445
	Iteration 4Q: 3 clusters Score -563314.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -563351.312500 Penalty: 4072.356445
	Iteration 5Q: 3 clusters Score -563351.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -563373.375000 Penalty: 4072.356445
	Iteration 6Q: 3 clusters Score -563373.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -563391.000000 Penalty: 4072.356445
	Iteration 7Q: 3 clusters Score -563391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -563405.750000 Penalty: 4072.356445
	Iteration 8Q: 3 clusters Score -563405.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -563420.250000 Penalty: 4072.356445
	Iteration 9Q: 3 clusters Score -563420.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -563432.625000 Penalty: 4072.356445
	Iteration 10Q: 3 clusters Score -563432.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -563449.250000 Penalty: 4072.356445
	Iteration 11Q: 3 clusters Score -563449.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -563461.437500 Penalty: 4072.356445
	Iteration 12Q: 3 clusters Score -563461.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -563476.125000 Penalty: 4072.356445
	Iteration 13Q: 3 clusters Score -563476.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -563482.875000 Penalty: 4072.356445
	Iteration 14Q: 3 clusters Score -563482.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -563490.187500 Penalty: 4072.356445
	Iteration 15Q: 3 clusters Score -563490.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -563496.000000 Penalty: 4072.356445
	Iteration 16Q: 3 clusters Score -563496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -563497.250000 Penalty: 4072.356445
	Iteration 17Q: 3 clusters Score -563497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -563500.125000 Penalty: 4072.356445
	Iteration 18Q: 3 clusters Score -563500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -563501.312500 Penalty: 4072.356445
	Iteration 19Q: 3 clusters Score -563501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -563502.812500 Penalty: 4072.356445
	Iteration 20F: 3 clusters Score -563502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -563505.062500 Penalty: 4072.356445
	Iteration 21Q: 3 clusters Score -563505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -563505.062500 Penalty: 4072.356445
	Iteration 22Q: 3 clusters Score -563505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -563506.375000 Penalty: 4072.356445
	Iteration 23Q: 3 clusters Score -563506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -563506.625000 Penalty: 4072.356445
	Iteration 24Q: 3 clusters Score -563506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -563506.937500 Penalty: 4072.356445
	Iteration 25Q: 3 clusters Score -563506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -563508.500000 Penalty: 4072.356445
	Iteration 26Q: 3 clusters Score -563508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -563508.125000 Penalty: 4072.356445
	Iteration 27Q: 3 clusters Score -563508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -563509.437500 Penalty: 4072.356445
	Iteration 28Q: 3 clusters Score -563509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -563509.437500 Penalty: 4072.356445
	Iteration 29F: 3 clusters Score -563509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -502917.500000 Penalty: 2014.789307
	Iteration 0F: 2 clusters Score -502917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -499395.406250 Penalty: 4029.578613
	Iteration 0F: 3 clusters Score -499395.4 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -500245.187500 Penalty: 4029.578613
	Iteration 1F: 3 clusters Score -500245.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -500553.437500 Penalty: 4029.578613
	Iteration 2F: 3 clusters Score -500553.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -500736.687500 Penalty: 4029.578613
	Iteration 3F: 3 clusters Score -500736.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -500875.031250 Penalty: 4029.578613
	Iteration 4F: 3 clusters Score -500875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -501004.406250 Penalty: 4029.578613
	Iteration 5Q: 3 clusters Score -501004.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -501105.375000 Penalty: 4029.578613
	Iteration 6Q: 3 clusters Score -501105.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -501194.125000 Penalty: 4029.578613
	Iteration 7Q: 3 clusters Score -501194.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -501305.531250 Penalty: 4029.578613
	Iteration 8Q: 3 clusters Score -501305.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -501389.937500 Penalty: 4029.578613
	Iteration 9Q: 3 clusters Score -501389.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -501432.562500 Penalty: 4029.578613
	Iteration 10Q: 3 clusters Score -501432.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -501462.656250 Penalty: 4029.578613
	Iteration 11Q: 3 clusters Score -501462.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -501488.500000 Penalty: 4029.578613
	Iteration 12Q: 3 clusters Score -501488.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -501504.562500 Penalty: 4029.578613
	Iteration 13Q: 3 clusters Score -501504.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -501513.812500 Penalty: 4029.578613
	Iteration 14Q: 3 clusters Score -501513.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -501528.500000 Penalty: 4029.578613
	Iteration 15Q: 3 clusters Score -501528.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -501545.375000 Penalty: 4029.578613
	Iteration 16Q: 3 clusters Score -501545.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -501559.812500 Penalty: 4029.578613
	Iteration 17Q: 3 clusters Score -501559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -501566.593750 Penalty: 4029.578613
	Iteration 18Q: 3 clusters Score -501566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -501570.531250 Penalty: 4029.578613
	Iteration 19Q: 3 clusters Score -501570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -501574.062500 Penalty: 4029.578613
	Iteration 20F: 3 clusters Score -501574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -501577.500000 Penalty: 4029.578613
	Iteration 21Q: 3 clusters Score -501577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -501583.125000 Penalty: 4029.578613
	Iteration 22Q: 3 clusters Score -501583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -501585.312500 Penalty: 4029.578613
	Iteration 23Q: 3 clusters Score -501585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -501587.062500 Penalty: 4029.578613
	Iteration 24Q: 3 clusters Score -501587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -501590.968750 Penalty: 4029.578613
	Iteration 25Q: 3 clusters Score -501591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -501594.125000 Penalty: 4029.578613
	Iteration 26Q: 3 clusters Score -501594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -501600.531250 Penalty: 4029.578613
	Iteration 27Q: 3 clusters Score -501600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -501602.937500 Penalty: 4029.578613
	Iteration 28Q: 3 clusters Score -501602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -501605.343750 Penalty: 4029.578613
	Iteration 29Q: 3 clusters Score -501605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -501606.375000 Penalty: 4029.578613
	Iteration 30Q: 3 clusters Score -501606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -501606.843750 Penalty: 4029.578613
	Iteration 31Q: 3 clusters Score -501606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -501606.843750 Penalty: 4029.578613
	Iteration 32F: 3 clusters Score -501606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Entering Unmasked Estep 
Score: -2795789.750000 Penalty: 2433.424072
	Iteration 0F: 2 clusters Score -2795790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2782871.500000 Penalty: 4866.848145
	Iteration 0F: 3 clusters Score -2782872 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2787231.500000 Penalty: 4866.848145
	Iteration 1F: 3 clusters Score -2787232 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2787634.250000 Penalty: 4866.848145
	Iteration 2F: 3 clusters Score -2787634 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2787922.750000 Penalty: 4866.848145
	Iteration 3Q: 3 clusters Score -2787923 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2788182.000000 Penalty: 4866.848145
	Iteration 4Q: 3 clusters Score -2788182 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2788392.000000 Penalty: 4866.848145
	Iteration 5Q: 3 clusters Score -2788392 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2788629.000000 Penalty: 4866.848145
	Iteration 6Q: 3 clusters Score -2788629 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2788883.250000 Penalty: 4866.848145
	Iteration 7Q: 3 clusters Score -2788883 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2789173.750000 Penalty: 4866.848145
	Iteration 8Q: 3 clusters Score -2789174 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2789527.750000 Penalty: 4866.848145
	Iteration 9Q: 3 clusters Score -2789528 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2789981.250000 Penalty: 4866.848145
	Iteration 10Q: 3 clusters Score -2789981 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2790519.000000 Penalty: 4866.848145
	Iteration 11Q: 3 clusters Score -2790519 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2791139.750000 Penalty: 4866.848145
	Iteration 12Q: 3 clusters Score -2791140 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2791851.500000 Penalty: 4866.848145
	Iteration 13Q: 3 clusters Score -2791852 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2792548.000000 Penalty: 4866.848145
	Iteration 14Q: 3 clusters Score -2792548 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2793134.500000 Penalty: 4866.848145
	Iteration 15Q: 3 clusters Score -2793134 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2793539.250000 Penalty: 4866.848145
	Iteration 16Q: 3 clusters Score -2793539 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2793803.000000 Penalty: 4866.848145
	Iteration 17Q: 3 clusters Score -2793803 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2793921.500000 Penalty: 4866.848145
	Iteration 18Q: 3 clusters Score -2793922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2794020.500000 Penalty: 4866.848145
	Iteration 19Q: 3 clusters Score -2794020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2794076.750000 Penalty: 4866.848145
	Iteration 20F: 3 clusters Score -2794077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2794100.000000 Penalty: 4866.848145
	Iteration 21Q: 3 clusters Score -2794100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2794127.750000 Penalty: 4866.848145
	Iteration 22Q: 3 clusters Score -2794128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2794144.250000 Penalty: 4866.848145
	Iteration 23Q: 3 clusters Score -2794144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2794152.250000 Penalty: 4866.848145
	Iteration 24Q: 3 clusters Score -2794152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2794160.500000 Penalty: 4866.848145
	Iteration 25Q: 3 clusters Score -2794160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2794162.000000 Penalty: 4866.848145
	Iteration 26Q: 3 clusters Score -2794162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2794163.250000 Penalty: 4866.848145
	Iteration 27Q: 3 clusters Score -2794163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2794163.250000 Penalty: 4866.848145
	Iteration 28F: 3 clusters Score -2794163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -1054112.875000 Penalty: 2200.272461
	Iteration 0F: 2 clusters Score -1054113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1048226.125000 Penalty: 4400.544922
	Iteration 0F: 3 clusters Score -1048226 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1049870.750000 Penalty: 4400.544922
	Iteration 1F: 3 clusters Score -1049871 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1050220.500000 Penalty: 4400.544922
	Iteration 2F: 3 clusters Score -1050220 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1050518.375000 Penalty: 4400.544922
	Iteration 3F: 3 clusters Score -1050518 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1050871.750000 Penalty: 4400.544922
	Iteration 4F: 3 clusters Score -1050872 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1051286.000000 Penalty: 4400.544922
	Iteration 5F: 3 clusters Score -1051286 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1051771.500000 Penalty: 4400.544922
	Iteration 6F: 3 clusters Score -1051772 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1052196.375000 Penalty: 4400.544922
	Iteration 7F: 3 clusters Score -1052196 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1052549.500000 Penalty: 4400.544922
	Iteration 8F: 3 clusters Score -1052550 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1052810.875000 Penalty: 4400.544922
	Iteration 9Q: 3 clusters Score -1052811 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1053010.375000 Penalty: 4400.544922
	Iteration 10Q: 3 clusters Score -1053010 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1053203.125000 Penalty: 4400.544922
	Iteration 11Q: 3 clusters Score -1053203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1053408.875000 Penalty: 4400.544922
	Iteration 12Q: 3 clusters Score -1053409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1053624.625000 Penalty: 4400.544922
	Iteration 13Q: 3 clusters Score -1053625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1053724.750000 Penalty: 4400.544922
	Iteration 14Q: 3 clusters Score -1053725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1053759.250000 Penalty: 4400.544922
	Iteration 15Q: 3 clusters Score -1053759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1053776.625000 Penalty: 4400.544922
	Iteration 16Q: 3 clusters Score -1053777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1053791.000000 Penalty: 4400.544922
	Iteration 17Q: 3 clusters Score -1053791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1053801.625000 Penalty: 4400.544922
	Iteration 18Q: 3 clusters Score -1053802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1053812.875000 Penalty: 4400.544922
	Iteration 19Q: 3 clusters Score -1053813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1053819.250000 Penalty: 4400.544922
	Iteration 20F: 3 clusters Score -1053819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1053822.000000 Penalty: 4400.544922
	Iteration 21Q: 3 clusters Score -1053822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1053823.500000 Penalty: 4400.544922
	Iteration 22Q: 3 clusters Score -1053824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1053825.375000 Penalty: 4400.544922
	Iteration 23Q: 3 clusters Score -1053825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1053829.000000 Penalty: 4400.544922
	Iteration 24Q: 3 clusters Score -1053829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1053829.500000 Penalty: 4400.544922
	Iteration 25Q: 3 clusters Score -1053830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1053829.875000 Penalty: 4400.544922
	Iteration 26Q: 3 clusters Score -1053830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1053829.875000 Penalty: 4400.544922
	Iteration 27Q: 3 clusters Score -1053830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1053833.375000 Penalty: 4400.544922
	Iteration 28Q: 3 clusters Score -1053833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1053834.250000 Penalty: 4400.544922
	Iteration 29Q: 3 clusters Score -1053834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1053838.750000 Penalty: 4400.544922
	Iteration 30Q: 3 clusters Score -1053839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1053838.000000 Penalty: 4400.544922
	Iteration 31Q: 3 clusters Score -1053838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1053838.500000 Penalty: 4400.544922
	Iteration 32Q: 3 clusters Score -1053838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1053836.500000 Penalty: 4400.544922
	Iteration 33Q: 3 clusters Score -1053836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1053838.250000 Penalty: 4400.544922
	Iteration 34Q: 3 clusters Score -1053838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1053839.625000 Penalty: 4400.544922
	Iteration 35Q: 3 clusters Score -1053840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1053840.375000 Penalty: 4400.544922
	Iteration 36Q: 3 clusters Score -1053840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1053840.375000 Penalty: 4400.544922
	Iteration 37F: 3 clusters Score -1053840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -1897496.125000 Penalty: 2341.676758
	Iteration 0F: 2 clusters Score -1897496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1888214.625000 Penalty: 4683.353516
	Iteration 0F: 3 clusters Score -1888215 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1891206.625000 Penalty: 4683.353516
	Iteration 1F: 3 clusters Score -1891207 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1891711.500000 Penalty: 4683.353516
	Iteration 2F: 3 clusters Score -1891712 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1892167.375000 Penalty: 4683.353516
	Iteration 3F: 3 clusters Score -1892167 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1892589.125000 Penalty: 4683.353516
	Iteration 4F: 3 clusters Score -1892589 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1893054.125000 Penalty: 4683.353516
	Iteration 5F: 3 clusters Score -1893054 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1893498.750000 Penalty: 4683.353516
	Iteration 6F: 3 clusters Score -1893499 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1893875.875000 Penalty: 4683.353516
	Iteration 7Q: 3 clusters Score -1893876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1894221.500000 Penalty: 4683.353516
	Iteration 8Q: 3 clusters Score -1894222 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1894496.500000 Penalty: 4683.353516
	Iteration 9Q: 3 clusters Score -1894496 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1894685.625000 Penalty: 4683.353516
	Iteration 10Q: 3 clusters Score -1894686 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1894834.875000 Penalty: 4683.353516
	Iteration 11Q: 3 clusters Score -1894835 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1894940.625000 Penalty: 4683.353516
	Iteration 12Q: 3 clusters Score -1894941 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1895029.125000 Penalty: 4683.353516
	Iteration 13Q: 3 clusters Score -1895029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1895143.375000 Penalty: 4683.353516
	Iteration 14Q: 3 clusters Score -1895143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1895237.625000 Penalty: 4683.353516
	Iteration 15Q: 3 clusters Score -1895238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1895306.375000 Penalty: 4683.353516
	Iteration 16Q: 3 clusters Score -1895306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1895371.250000 Penalty: 4683.353516
	Iteration 17Q: 3 clusters Score -1895371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1895426.125000 Penalty: 4683.353516
	Iteration 18Q: 3 clusters Score -1895426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1895466.875000 Penalty: 4683.353516
	Iteration 19Q: 3 clusters Score -1895467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1895511.250000 Penalty: 4683.353516
	Iteration 20F: 3 clusters Score -1895511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1895545.875000 Penalty: 4683.353516
	Iteration 21Q: 3 clusters Score -1895546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1895578.500000 Penalty: 4683.353516
	Iteration 22Q: 3 clusters Score -1895578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1895604.750000 Penalty: 4683.353516
	Iteration 23Q: 3 clusters Score -1895605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1895628.750000 Penalty: 4683.353516
	Iteration 24Q: 3 clusters Score -1895629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1895636.000000 Penalty: 4683.353516
	Iteration 25Q: 3 clusters Score -1895636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1895646.250000 Penalty: 4683.353516
	Iteration 26Q: 3 clusters Score -1895646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1895657.375000 Penalty: 4683.353516
	Iteration 27Q: 3 clusters Score -1895657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1895666.875000 Penalty: 4683.353516
	Iteration 28Q: 3 clusters Score -1895667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1895684.375000 Penalty: 4683.353516
	Iteration 29Q: 3 clusters Score -1895684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1895694.875000 Penalty: 4683.353516
	Iteration 30Q: 3 clusters Score -1895695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1895701.875000 Penalty: 4683.353516
	Iteration 31Q: 3 clusters Score -1895702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1895708.375000 Penalty: 4683.353516
	Iteration 32Q: 3 clusters Score -1895708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1895713.875000 Penalty: 4683.353516
	Iteration 33Q: 3 clusters Score -1895714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1895714.625000 Penalty: 4683.353516
	Iteration 34Q: 3 clusters Score -1895715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1895720.000000 Penalty: 4683.353516
	Iteration 35Q: 3 clusters Score -1895720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1895723.000000 Penalty: 4683.353516
	Iteration 36Q: 3 clusters Score -1895723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1895723.750000 Penalty: 4683.353516
	Iteration 37Q: 3 clusters Score -1895724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1895726.875000 Penalty: 4683.353516
	Iteration 38Q: 3 clusters Score -1895727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1895725.000000 Penalty: 4683.353516
	Iteration 39Q: 3 clusters Score -1895725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1895726.500000 Penalty: 4683.353516
	Iteration 40F: 3 clusters Score -1895726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1895727.500000 Penalty: 4683.353516
	Iteration 41Q: 3 clusters Score -1895728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1895727.500000 Penalty: 4683.353516
	Iteration 42F: 3 clusters Score -1895728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Entering Unmasked Estep 
Score: -4069245.250000 Penalty: 2529.081543
	Iteration 0F: 2 clusters Score -4069245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -4050744.750000 Penalty: 5058.163086
	Iteration 0F: 3 clusters Score -4050745 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4057289.000000 Penalty: 5058.163086
	Iteration 1F: 3 clusters Score -4057289 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4057868.000000 Penalty: 5058.163086
	Iteration 2F: 3 clusters Score -4057868 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4058443.500000 Penalty: 5058.163086
	Iteration 3F: 3 clusters Score -4058444 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4059113.500000 Penalty: 5058.163086
	Iteration 4F: 3 clusters Score -4059114 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4059907.750000 Penalty: 5058.163086
	Iteration 5F: 3 clusters Score -4059908 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4060859.750000 Penalty: 5058.163086
	Iteration 6F: 3 clusters Score -4060860 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4062028.250000 Penalty: 5058.163086
	Iteration 7F: 3 clusters Score -4062028 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4063229.000000 Penalty: 5058.163086
	Iteration 8F: 3 clusters Score -4063229 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4064356.000000 Penalty: 5058.163086
	Iteration 9Q: 3 clusters Score -4064356 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4065161.000000 Penalty: 5058.163086
	Iteration 10Q: 3 clusters Score -4065161 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4065739.500000 Penalty: 5058.163086
	Iteration 11Q: 3 clusters Score -4065740 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4066122.000000 Penalty: 5058.163086
	Iteration 12Q: 3 clusters Score -4066122 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4066399.500000 Penalty: 5058.163086
	Iteration 13Q: 3 clusters Score -4066400 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4066607.500000 Penalty: 5058.163086
	Iteration 14Q: 3 clusters Score -4066608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4066758.000000 Penalty: 5058.163086
	Iteration 15Q: 3 clusters Score -4066758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4066841.500000 Penalty: 5058.163086
	Iteration 16Q: 3 clusters Score -4066842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4066916.000000 Penalty: 5058.163086
	Iteration 17Q: 3 clusters Score -4066916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4066952.500000 Penalty: 5058.163086
	Iteration 18Q: 3 clusters Score -4066952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4066978.500000 Penalty: 5058.163086
	Iteration 19Q: 3 clusters Score -4066978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4067005.250000 Penalty: 5058.163086
	Iteration 20F: 3 clusters Score -4067005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4067007.250000 Penalty: 5058.163086
	Iteration 21Q: 3 clusters Score -4067007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4067014.750000 Penalty: 5058.163086
	Iteration 22Q: 3 clusters Score -4067015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4067020.000000 Penalty: 5058.163086
	Iteration 23Q: 3 clusters Score -4067020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4067027.250000 Penalty: 5058.163086
	Iteration 24Q: 3 clusters Score -4067027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4067018.750000 Penalty: 5058.163086
	Iteration 25Q: 3 clusters Score -4067019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4067032.250000 Penalty: 5058.163086
	Iteration 26Q: 3 clusters Score -4067032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4067033.750000 Penalty: 5058.163086
	Iteration 27Q: 3 clusters Score -4067034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4067038.750000 Penalty: 5058.163086
	Iteration 28Q: 3 clusters Score -4067039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4067037.250000 Penalty: 5058.163086
	Iteration 29Q: 3 clusters Score -4067037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4067037.000000 Penalty: 5058.163086
	Iteration 30Q: 3 clusters Score -4067037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4067034.500000 Penalty: 5058.163086
	Iteration 31Q: 3 clusters Score -4067034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4067039.750000 Penalty: 5058.163086
	Iteration 32Q: 3 clusters Score -4067040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4067040.500000 Penalty: 5058.163086
	Iteration 33Q: 3 clusters Score -4067040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4067042.750000 Penalty: 5058.163086
	Iteration 34Q: 3 clusters Score -4067043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4067041.250000 Penalty: 5058.163086
	Iteration 35Q: 3 clusters Score -4067041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4067045.250000 Penalty: 5058.163086
	Iteration 36Q: 3 clusters Score -4067045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4067051.500000 Penalty: 5058.163086
	Iteration 37Q: 3 clusters Score -4067052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4067053.250000 Penalty: 5058.163086
	Iteration 38Q: 3 clusters Score -4067053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4067055.250000 Penalty: 5058.163086
	Iteration 39Q: 3 clusters Score -4067055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4067054.000000 Penalty: 5058.163086
	Iteration 40F: 3 clusters Score -4067054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4067054.750000 Penalty: 5058.163086
	Iteration 41Q: 3 clusters Score -4067055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4067054.000000 Penalty: 5058.163086
	Iteration 42Q: 3 clusters Score -4067054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4067053.250000 Penalty: 5058.163086
	Iteration 43Q: 3 clusters Score -4067053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4067053.250000 Penalty: 5058.163086
	Iteration 44F: 3 clusters Score -4067053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Entering Unmasked Estep 
Score: -3185253.500000 Penalty: 2479.600342
	Iteration 0F: 2 clusters Score -3185254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3169736.000000 Penalty: 4959.200684
	Iteration 0F: 3 clusters Score -3169736 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3175117.750000 Penalty: 4959.200684
	Iteration 1F: 3 clusters Score -3175118 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3175720.750000 Penalty: 4959.200684
	Iteration 2F: 3 clusters Score -3175721 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3176372.750000 Penalty: 4959.200684
	Iteration 3F: 3 clusters Score -3176373 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3177109.250000 Penalty: 4959.200684
	Iteration 4F: 3 clusters Score -3177109 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3177899.500000 Penalty: 4959.200684
	Iteration 5F: 3 clusters Score -3177900 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3178776.250000 Penalty: 4959.200684
	Iteration 6F: 3 clusters Score -3178776 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3179714.500000 Penalty: 4959.200684
	Iteration 7F: 3 clusters Score -3179714 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3180579.750000 Penalty: 4959.200684
	Iteration 8F: 3 clusters Score -3180580 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3181268.000000 Penalty: 4959.200684
	Iteration 9F: 3 clusters Score -3181268 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -3181826.250000 Penalty: 4959.200684
	Iteration 10Q: 3 clusters Score -3181826 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3182192.750000 Penalty: 4959.200684
	Iteration 11Q: 3 clusters Score -3182193 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3182457.250000 Penalty: 4959.200684
	Iteration 12Q: 3 clusters Score -3182457 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3182625.500000 Penalty: 4959.200684
	Iteration 13Q: 3 clusters Score -3182626 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3182761.000000 Penalty: 4959.200684
	Iteration 14Q: 3 clusters Score -3182761 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3182851.000000 Penalty: 4959.200684
	Iteration 15Q: 3 clusters Score -3182851 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3182936.500000 Penalty: 4959.200684
	Iteration 16Q: 3 clusters Score -3182936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3183004.000000 Penalty: 4959.200684
	Iteration 17Q: 3 clusters Score -3183004 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3183056.000000 Penalty: 4959.200684
	Iteration 18Q: 3 clusters Score -3183056 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3183106.500000 Penalty: 4959.200684
	Iteration 19Q: 3 clusters Score -3183106 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3183173.500000 Penalty: 4959.200684
	Iteration 20F: 3 clusters Score -3183174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3183214.250000 Penalty: 4959.200684
	Iteration 21Q: 3 clusters Score -3183214 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3183277.000000 Penalty: 4959.200684
	Iteration 22Q: 3 clusters Score -3183277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3183321.750000 Penalty: 4959.200684
	Iteration 23Q: 3 clusters Score -3183322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3183346.000000 Penalty: 4959.200684
	Iteration 24Q: 3 clusters Score -3183346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3183387.500000 Penalty: 4959.200684
	Iteration 25Q: 3 clusters Score -3183388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3183414.000000 Penalty: 4959.200684
	Iteration 26Q: 3 clusters Score -3183414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3183443.000000 Penalty: 4959.200684
	Iteration 27Q: 3 clusters Score -3183443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3183453.250000 Penalty: 4959.200684
	Iteration 28Q: 3 clusters Score -3183453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3183476.000000 Penalty: 4959.200684
	Iteration 29Q: 3 clusters Score -3183476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3183494.250000 Penalty: 4959.200684
	Iteration 30Q: 3 clusters Score -3183494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3183501.000000 Penalty: 4959.200684
	Iteration 31Q: 3 clusters Score -3183501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3183516.750000 Penalty: 4959.200684
	Iteration 32Q: 3 clusters Score -3183517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3183525.250000 Penalty: 4959.200684
	Iteration 33Q: 3 clusters Score -3183525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3183532.500000 Penalty: 4959.200684
	Iteration 34Q: 3 clusters Score -3183532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3183540.500000 Penalty: 4959.200684
	Iteration 35Q: 3 clusters Score -3183540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3183557.500000 Penalty: 4959.200684
	Iteration 36Q: 3 clusters Score -3183558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3183574.000000 Penalty: 4959.200684
	Iteration 37Q: 3 clusters Score -3183574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3183573.750000 Penalty: 4959.200684
	Iteration 38Q: 3 clusters Score -3183574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3183574.500000 Penalty: 4959.200684
	Iteration 39Q: 3 clusters Score -3183574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3183580.000000 Penalty: 4959.200684
	Iteration 40F: 3 clusters Score -3183580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3183591.000000 Penalty: 4959.200684
	Iteration 41Q: 3 clusters Score -3183591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3183594.750000 Penalty: 4959.200684
	Iteration 42Q: 3 clusters Score -3183595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3183597.750000 Penalty: 4959.200684
	Iteration 43Q: 3 clusters Score -3183598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3183600.500000 Penalty: 4959.200684
	Iteration 44Q: 3 clusters Score -3183600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3183600.500000 Penalty: 4959.200684
	Iteration 45Q: 3 clusters Score -3183600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3183605.500000 Penalty: 4959.200684
	Iteration 46Q: 3 clusters Score -3183606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3183602.500000 Penalty: 4959.200684
	Iteration 47Q: 3 clusters Score -3183602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3183606.500000 Penalty: 4959.200684
	Iteration 48Q: 3 clusters Score -3183606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3183608.500000 Penalty: 4959.200684
	Iteration 49Q: 3 clusters Score -3183608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3183611.500000 Penalty: 4959.200684
	Iteration 50Q: 3 clusters Score -3183612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3183609.500000 Penalty: 4959.200684
	Iteration 51Q: 3 clusters Score -3183610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3183611.750000 Penalty: 4959.200684
	Iteration 52Q: 3 clusters Score -3183612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3183612.250000 Penalty: 4959.200684
	Iteration 53Q: 3 clusters Score -3183612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3183616.500000 Penalty: 4959.200684
	Iteration 54Q: 3 clusters Score -3183616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3183625.500000 Penalty: 4959.200684
	Iteration 55Q: 3 clusters Score -3183626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3183626.000000 Penalty: 4959.200684
	Iteration 56Q: 3 clusters Score -3183626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3183627.750000 Penalty: 4959.200684
	Iteration 57Q: 3 clusters Score -3183628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3183631.000000 Penalty: 4959.200684
	Iteration 58Q: 3 clusters Score -3183631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3183633.500000 Penalty: 4959.200684
	Iteration 59Q: 3 clusters Score -3183634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3183630.500000 Penalty: 4959.200684
	Iteration 60F: 3 clusters Score -3183630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3183632.250000 Penalty: 4959.200684
	Iteration 61Q: 3 clusters Score -3183632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3183634.250000 Penalty: 4959.200684
	Iteration 62Q: 3 clusters Score -3183634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3183640.250000 Penalty: 4959.200684
	Iteration 63Q: 3 clusters Score -3183640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3183637.000000 Penalty: 4959.200684
	Iteration 64Q: 3 clusters Score -3183637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3183638.500000 Penalty: 4959.200684
	Iteration 65Q: 3 clusters Score -3183638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3183639.750000 Penalty: 4959.200684
	Iteration 66Q: 3 clusters Score -3183640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3183639.000000 Penalty: 4959.200684
	Iteration 67Q: 3 clusters Score -3183639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3183641.750000 Penalty: 4959.200684
	Iteration 68Q: 3 clusters Score -3183642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3183646.250000 Penalty: 4959.200684
	Iteration 69Q: 3 clusters Score -3183646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3183645.250000 Penalty: 4959.200684
	Iteration 70Q: 3 clusters Score -3183645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3183647.500000 Penalty: 4959.200684
	Iteration 71Q: 3 clusters Score -3183648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3183646.750000 Penalty: 4959.200684
	Iteration 72Q: 3 clusters Score -3183647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3183643.750000 Penalty: 4959.200684
	Iteration 73Q: 3 clusters Score -3183644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3183647.500000 Penalty: 4959.200684
	Iteration 74Q: 3 clusters Score -3183648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3183649.000000 Penalty: 4959.200684
	Iteration 75Q: 3 clusters Score -3183649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3183648.500000 Penalty: 4959.200684
	Iteration 76Q: 3 clusters Score -3183648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3183650.750000 Penalty: 4959.200684
	Iteration 77Q: 3 clusters Score -3183651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3183646.500000 Penalty: 4959.200684
	Iteration 78Q: 3 clusters Score -3183646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3183645.500000 Penalty: 4959.200684
	Iteration 79Q: 3 clusters Score -3183646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3183646.500000 Penalty: 4959.200684
	Iteration 80F: 3 clusters Score -3183646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3183648.250000 Penalty: 4959.200684
	Iteration 81Q: 3 clusters Score -3183648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3183650.750000 Penalty: 4959.200684
	Iteration 82Q: 3 clusters Score -3183651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3183649.000000 Penalty: 4959.200684
	Iteration 83Q: 3 clusters Score -3183649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3183649.500000 Penalty: 4959.200684
	Iteration 84Q: 3 clusters Score -3183650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3183648.750000 Penalty: 4959.200684
	Iteration 85Q: 3 clusters Score -3183649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3183650.000000 Penalty: 4959.200684
	Iteration 86Q: 3 clusters Score -3183650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3183652.000000 Penalty: 4959.200684
	Iteration 87Q: 3 clusters Score -3183652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3183660.250000 Penalty: 4959.200684
	Iteration 88Q: 3 clusters Score -3183660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3183659.750000 Penalty: 4959.200684
	Iteration 89Q: 3 clusters Score -3183660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3183657.750000 Penalty: 4959.200684
	Iteration 90Q: 3 clusters Score -3183658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3183656.250000 Penalty: 4959.200684
	Iteration 91Q: 3 clusters Score -3183656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3183659.250000 Penalty: 4959.200684
	Iteration 92Q: 3 clusters Score -3183659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3183661.250000 Penalty: 4959.200684
	Iteration 93Q: 3 clusters Score -3183661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3183660.500000 Penalty: 4959.200684
	Iteration 94Q: 3 clusters Score -3183660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3183660.500000 Penalty: 4959.200684
	Iteration 95F: 3 clusters Score -3183660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -22945.072266 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -22945.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21897.316406 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -21897.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21981.535156 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -21981.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22005.431641 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -22005.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22010.970703 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -22010.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22015.505859 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -22015.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22015.505859 Penalty: 2637.787598
	Iteration 5F: 3 clusters Score -22015.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Entering Unmasked Estep 
Score: -2252791.000000 Penalty: 2402.070312
	Iteration 0F: 2 clusters Score -2252791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2241303.000000 Penalty: 4804.140625
	Iteration 0F: 3 clusters Score -2241303 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2245290.000000 Penalty: 4804.140625
	Iteration 1F: 3 clusters Score -2245290 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2246143.500000 Penalty: 4804.140625
	Iteration 2F: 3 clusters Score -2246144 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2246972.500000 Penalty: 4804.140625
	Iteration 3F: 3 clusters Score -2246972 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2247831.250000 Penalty: 4804.140625
	Iteration 4F: 3 clusters Score -2247831 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2248606.250000 Penalty: 4804.140625
	Iteration 5F: 3 clusters Score -2248606 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2249227.750000 Penalty: 4804.140625
	Iteration 6F: 3 clusters Score -2249228 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2249701.750000 Penalty: 4804.140625
	Iteration 7Q: 3 clusters Score -2249702 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2250096.750000 Penalty: 4804.140625
	Iteration 8Q: 3 clusters Score -2250097 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2250421.500000 Penalty: 4804.140625
	Iteration 9Q: 3 clusters Score -2250422 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2250661.250000 Penalty: 4804.140625
	Iteration 10Q: 3 clusters Score -2250661 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2250827.250000 Penalty: 4804.140625
	Iteration 11Q: 3 clusters Score -2250827 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2250925.500000 Penalty: 4804.140625
	Iteration 12Q: 3 clusters Score -2250926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2251010.000000 Penalty: 4804.140625
	Iteration 13Q: 3 clusters Score -2251010 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2251078.250000 Penalty: 4804.140625
	Iteration 14Q: 3 clusters Score -2251078 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2251128.250000 Penalty: 4804.140625
	Iteration 15Q: 3 clusters Score -2251128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2251174.750000 Penalty: 4804.140625
	Iteration 16Q: 3 clusters Score -2251175 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2251215.000000 Penalty: 4804.140625
	Iteration 17Q: 3 clusters Score -2251215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2251239.000000 Penalty: 4804.140625
	Iteration 18Q: 3 clusters Score -2251239 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2251272.000000 Penalty: 4804.140625
	Iteration 19Q: 3 clusters Score -2251272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2251289.750000 Penalty: 4804.140625
	Iteration 20F: 3 clusters Score -2251290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2251309.000000 Penalty: 4804.140625
	Iteration 21Q: 3 clusters Score -2251309 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2251327.000000 Penalty: 4804.140625
	Iteration 22Q: 3 clusters Score -2251327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2251344.750000 Penalty: 4804.140625
	Iteration 23Q: 3 clusters Score -2251345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2251355.750000 Penalty: 4804.140625
	Iteration 24Q: 3 clusters Score -2251356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2251374.500000 Penalty: 4804.140625
	Iteration 25Q: 3 clusters Score -2251374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2251384.750000 Penalty: 4804.140625
	Iteration 26Q: 3 clusters Score -2251385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2251397.750000 Penalty: 4804.140625
	Iteration 27Q: 3 clusters Score -2251398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2251403.750000 Penalty: 4804.140625
	Iteration 28Q: 3 clusters Score -2251404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2251418.250000 Penalty: 4804.140625
	Iteration 29Q: 3 clusters Score -2251418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2251425.750000 Penalty: 4804.140625
	Iteration 30Q: 3 clusters Score -2251426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2251425.000000 Penalty: 4804.140625
	Iteration 31Q: 3 clusters Score -2251425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2251430.750000 Penalty: 4804.140625
	Iteration 32Q: 3 clusters Score -2251431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2251432.250000 Penalty: 4804.140625
	Iteration 33Q: 3 clusters Score -2251432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2251445.500000 Penalty: 4804.140625
	Iteration 34Q: 3 clusters Score -2251446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2251445.750000 Penalty: 4804.140625
	Iteration 35Q: 3 clusters Score -2251446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2251452.750000 Penalty: 4804.140625
	Iteration 36Q: 3 clusters Score -2251453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2251473.750000 Penalty: 4804.140625
	Iteration 37Q: 3 clusters Score -2251474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2251475.500000 Penalty: 4804.140625
	Iteration 38Q: 3 clusters Score -2251476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2251491.500000 Penalty: 4804.140625
	Iteration 39Q: 3 clusters Score -2251492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2251504.500000 Penalty: 4804.140625
	Iteration 40F: 3 clusters Score -2251504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2251517.250000 Penalty: 4804.140625
	Iteration 41Q: 3 clusters Score -2251517 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2251518.000000 Penalty: 4804.140625
	Iteration 42Q: 3 clusters Score -2251518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2251530.750000 Penalty: 4804.140625
	Iteration 43Q: 3 clusters Score -2251531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2251534.000000 Penalty: 4804.140625
	Iteration 44Q: 3 clusters Score -2251534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2251548.000000 Penalty: 4804.140625
	Iteration 45Q: 3 clusters Score -2251548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2251560.250000 Penalty: 4804.140625
	Iteration 46Q: 3 clusters Score -2251560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2251566.250000 Penalty: 4804.140625
	Iteration 47Q: 3 clusters Score -2251566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2251582.750000 Penalty: 4804.140625
	Iteration 48Q: 3 clusters Score -2251583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2251586.000000 Penalty: 4804.140625
	Iteration 49Q: 3 clusters Score -2251586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2251589.500000 Penalty: 4804.140625
	Iteration 50Q: 3 clusters Score -2251590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2251599.000000 Penalty: 4804.140625
	Iteration 51Q: 3 clusters Score -2251599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2251605.250000 Penalty: 4804.140625
	Iteration 52Q: 3 clusters Score -2251605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2251614.000000 Penalty: 4804.140625
	Iteration 53Q: 3 clusters Score -2251614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2251616.750000 Penalty: 4804.140625
	Iteration 54Q: 3 clusters Score -2251617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2251626.250000 Penalty: 4804.140625
	Iteration 55Q: 3 clusters Score -2251626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2251634.500000 Penalty: 4804.140625
	Iteration 56Q: 3 clusters Score -2251634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2251633.750000 Penalty: 4804.140625
	Iteration 57Q: 3 clusters Score -2251634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2251648.500000 Penalty: 4804.140625
	Iteration 58Q: 3 clusters Score -2251648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2251648.000000 Penalty: 4804.140625
	Iteration 59Q: 3 clusters Score -2251648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2251659.750000 Penalty: 4804.140625
	Iteration 60F: 3 clusters Score -2251660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2251663.750000 Penalty: 4804.140625
	Iteration 61Q: 3 clusters Score -2251664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2251672.000000 Penalty: 4804.140625
	Iteration 62Q: 3 clusters Score -2251672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2251674.500000 Penalty: 4804.140625
	Iteration 63Q: 3 clusters Score -2251674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2251673.750000 Penalty: 4804.140625
	Iteration 64Q: 3 clusters Score -2251674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2251680.500000 Penalty: 4804.140625
	Iteration 65Q: 3 clusters Score -2251680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2251688.500000 Penalty: 4804.140625
	Iteration 66Q: 3 clusters Score -2251688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2251693.750000 Penalty: 4804.140625
	Iteration 67Q: 3 clusters Score -2251694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2251698.000000 Penalty: 4804.140625
	Iteration 68Q: 3 clusters Score -2251698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2251703.750000 Penalty: 4804.140625
	Iteration 69Q: 3 clusters Score -2251704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2251711.250000 Penalty: 4804.140625
	Iteration 70Q: 3 clusters Score -2251711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2251712.750000 Penalty: 4804.140625
	Iteration 71Q: 3 clusters Score -2251713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2251724.500000 Penalty: 4804.140625
	Iteration 72Q: 3 clusters Score -2251724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2251741.500000 Penalty: 4804.140625
	Iteration 73Q: 3 clusters Score -2251742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2251750.000000 Penalty: 4804.140625
	Iteration 74Q: 3 clusters Score -2251750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2251760.500000 Penalty: 4804.140625
	Iteration 75Q: 3 clusters Score -2251760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2251777.500000 Penalty: 4804.140625
	Iteration 76Q: 3 clusters Score -2251778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2251793.750000 Penalty: 4804.140625
	Iteration 77Q: 3 clusters Score -2251794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2251803.250000 Penalty: 4804.140625
	Iteration 78Q: 3 clusters Score -2251803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2251815.000000 Penalty: 4804.140625
	Iteration 79Q: 3 clusters Score -2251815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2251829.000000 Penalty: 4804.140625
	Iteration 80F: 3 clusters Score -2251829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2251841.750000 Penalty: 4804.140625
	Iteration 81Q: 3 clusters Score -2251842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2251842.000000 Penalty: 4804.140625
	Iteration 82Q: 3 clusters Score -2251842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2251849.500000 Penalty: 4804.140625
	Iteration 83Q: 3 clusters Score -2251850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2251851.750000 Penalty: 4804.140625
	Iteration 84Q: 3 clusters Score -2251852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2251854.250000 Penalty: 4804.140625
	Iteration 85Q: 3 clusters Score -2251854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2251857.750000 Penalty: 4804.140625
	Iteration 86Q: 3 clusters Score -2251858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2251858.000000 Penalty: 4804.140625
	Iteration 87Q: 3 clusters Score -2251858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2251859.750000 Penalty: 4804.140625
	Iteration 88Q: 3 clusters Score -2251860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2251858.500000 Penalty: 4804.140625
	Iteration 89Q: 3 clusters Score -2251858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2251867.000000 Penalty: 4804.140625
	Iteration 90Q: 3 clusters Score -2251867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2251868.250000 Penalty: 4804.140625
	Iteration 91Q: 3 clusters Score -2251868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2251863.250000 Penalty: 4804.140625
	Iteration 92Q: 3 clusters Score -2251863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2251863.000000 Penalty: 4804.140625
	Iteration 93Q: 3 clusters Score -2251863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2251863.000000 Penalty: 4804.140625
	Iteration 94Q: 3 clusters Score -2251863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2251866.750000 Penalty: 4804.140625
	Iteration 95Q: 3 clusters Score -2251867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2251869.500000 Penalty: 4804.140625
	Iteration 96Q: 3 clusters Score -2251870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2251872.750000 Penalty: 4804.140625
	Iteration 97Q: 3 clusters Score -2251873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2251873.750000 Penalty: 4804.140625
	Iteration 98Q: 3 clusters Score -2251874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2251873.750000 Penalty: 4804.140625
	Iteration 99F: 3 clusters Score -2251874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -2344071.250000 Penalty: 2391.117676
	Iteration 0F: 2 clusters Score -2344071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2332912.000000 Penalty: 4782.235352
	Iteration 0F: 3 clusters Score -2332912 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2336565.250000 Penalty: 4782.235352
	Iteration 1F: 3 clusters Score -2336565 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2337010.500000 Penalty: 4782.235352
	Iteration 2F: 3 clusters Score -2337010 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2337499.250000 Penalty: 4782.235352
	Iteration 3F: 3 clusters Score -2337499 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2338035.250000 Penalty: 4782.235352
	Iteration 4F: 3 clusters Score -2338035 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2338786.250000 Penalty: 4782.235352
	Iteration 5F: 3 clusters Score -2338786 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2339699.750000 Penalty: 4782.235352
	Iteration 6F: 3 clusters Score -2339700 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2340529.750000 Penalty: 4782.235352
	Iteration 7F: 3 clusters Score -2340530 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2341170.500000 Penalty: 4782.235352
	Iteration 8F: 3 clusters Score -2341170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2341519.500000 Penalty: 4782.235352
	Iteration 9Q: 3 clusters Score -2341520 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2341757.500000 Penalty: 4782.235352
	Iteration 10Q: 3 clusters Score -2341758 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2341912.500000 Penalty: 4782.235352
	Iteration 11Q: 3 clusters Score -2341912 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2342009.500000 Penalty: 4782.235352
	Iteration 12Q: 3 clusters Score -2342010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2342095.500000 Penalty: 4782.235352
	Iteration 13Q: 3 clusters Score -2342096 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2342168.500000 Penalty: 4782.235352
	Iteration 14Q: 3 clusters Score -2342168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2342214.000000 Penalty: 4782.235352
	Iteration 15Q: 3 clusters Score -2342214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2342265.500000 Penalty: 4782.235352
	Iteration 16Q: 3 clusters Score -2342266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2342302.500000 Penalty: 4782.235352
	Iteration 17Q: 3 clusters Score -2342302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2342339.000000 Penalty: 4782.235352
	Iteration 18Q: 3 clusters Score -2342339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2342365.000000 Penalty: 4782.235352
	Iteration 19Q: 3 clusters Score -2342365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2342388.250000 Penalty: 4782.235352
	Iteration 20F: 3 clusters Score -2342388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2342399.500000 Penalty: 4782.235352
	Iteration 21Q: 3 clusters Score -2342400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2342417.250000 Penalty: 4782.235352
	Iteration 22Q: 3 clusters Score -2342417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2342424.250000 Penalty: 4782.235352
	Iteration 23Q: 3 clusters Score -2342424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2342442.750000 Penalty: 4782.235352
	Iteration 24Q: 3 clusters Score -2342443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2342456.000000 Penalty: 4782.235352
	Iteration 25Q: 3 clusters Score -2342456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2342470.000000 Penalty: 4782.235352
	Iteration 26Q: 3 clusters Score -2342470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2342488.750000 Penalty: 4782.235352
	Iteration 27Q: 3 clusters Score -2342489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2342511.500000 Penalty: 4782.235352
	Iteration 28Q: 3 clusters Score -2342512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2342522.750000 Penalty: 4782.235352
	Iteration 29Q: 3 clusters Score -2342523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2342540.250000 Penalty: 4782.235352
	Iteration 30Q: 3 clusters Score -2342540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2342555.750000 Penalty: 4782.235352
	Iteration 31Q: 3 clusters Score -2342556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2342575.750000 Penalty: 4782.235352
	Iteration 32Q: 3 clusters Score -2342576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2342588.500000 Penalty: 4782.235352
	Iteration 33Q: 3 clusters Score -2342588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2342604.500000 Penalty: 4782.235352
	Iteration 34Q: 3 clusters Score -2342604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2342622.750000 Penalty: 4782.235352
	Iteration 35Q: 3 clusters Score -2342623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2342653.500000 Penalty: 4782.235352
	Iteration 36Q: 3 clusters Score -2342654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2342684.000000 Penalty: 4782.235352
	Iteration 37Q: 3 clusters Score -2342684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2342713.250000 Penalty: 4782.235352
	Iteration 38Q: 3 clusters Score -2342713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2342768.000000 Penalty: 4782.235352
	Iteration 39Q: 3 clusters Score -2342768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2342842.000000 Penalty: 4782.235352
	Iteration 40F: 3 clusters Score -2342842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2342960.750000 Penalty: 4782.235352
	Iteration 41Q: 3 clusters Score -2342961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2343104.750000 Penalty: 4782.235352
	Iteration 42Q: 3 clusters Score -2343105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2343212.750000 Penalty: 4782.235352
	Iteration 43Q: 3 clusters Score -2343213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2343256.750000 Penalty: 4782.235352
	Iteration 44Q: 3 clusters Score -2343257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2343275.250000 Penalty: 4782.235352
	Iteration 45Q: 3 clusters Score -2343275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2343285.250000 Penalty: 4782.235352
	Iteration 46Q: 3 clusters Score -2343285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2343288.500000 Penalty: 4782.235352
	Iteration 47Q: 3 clusters Score -2343288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2343290.000000 Penalty: 4782.235352
	Iteration 48Q: 3 clusters Score -2343290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2343291.750000 Penalty: 4782.235352
	Iteration 49Q: 3 clusters Score -2343292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2343297.000000 Penalty: 4782.235352
	Iteration 50Q: 3 clusters Score -2343297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2343296.750000 Penalty: 4782.235352
	Iteration 51Q: 3 clusters Score -2343297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2343295.500000 Penalty: 4782.235352
	Iteration 52Q: 3 clusters Score -2343296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2343300.750000 Penalty: 4782.235352
	Iteration 53Q: 3 clusters Score -2343301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2343301.250000 Penalty: 4782.235352
	Iteration 54Q: 3 clusters Score -2343301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2343301.250000 Penalty: 4782.235352
	Iteration 55F: 3 clusters Score -2343301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -352322.000000 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -352322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -349380.843750 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -349380.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -349961.968750 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -349962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -350147.156250 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -350147.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -350274.562500 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -350274.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -350375.000000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -350375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -350444.093750 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -350444.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -350523.312500 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -350523.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -350611.843750 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -350611.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -350685.250000 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -350685.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -350740.437500 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -350740.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -350775.468750 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -350775.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350805.187500 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -350805.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350830.875000 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -350830.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -350866.250000 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -350866.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -350895.406250 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -350895.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -350930.531250 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -350930.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -350958.375000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -350958.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -350982.875000 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -350982.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -351014.375000 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -351014.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -351043.406250 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -351043.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -351074.000000 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -351074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -351104.375000 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -351104.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -351124.718750 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -351124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -351139.343750 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -351139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -351151.250000 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -351151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -351164.968750 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -351165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -351180.906250 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -351180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -351199.968750 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -351200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351217.125000 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -351217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351227.187500 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -351227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351234.562500 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -351234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -351244.843750 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -351244.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -351253.500000 Penalty: 3882.509277
	Iteration 32Q: 3 clusters Score -351253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -351259.156250 Penalty: 3882.509277
	Iteration 33Q: 3 clusters Score -351259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -351262.625000 Penalty: 3882.509277
	Iteration 34Q: 3 clusters Score -351262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -351265.687500 Penalty: 3882.509277
	Iteration 35Q: 3 clusters Score -351265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -351270.500000 Penalty: 3882.509277
	Iteration 36Q: 3 clusters Score -351270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -351278.656250 Penalty: 3882.509277
	Iteration 37Q: 3 clusters Score -351278.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -351286.906250 Penalty: 3882.509277
	Iteration 38Q: 3 clusters Score -351286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -351291.781250 Penalty: 3882.509277
	Iteration 39Q: 3 clusters Score -351291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -351296.281250 Penalty: 3882.509277
	Iteration 40F: 3 clusters Score -351296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -351297.406250 Penalty: 3882.509277
	Iteration 41Q: 3 clusters Score -351297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -351298.656250 Penalty: 3882.509277
	Iteration 42Q: 3 clusters Score -351298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -351299.406250 Penalty: 3882.509277
	Iteration 43Q: 3 clusters Score -351299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -351299.406250 Penalty: 3882.509277
	Iteration 44F: 3 clusters Score -351299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Entering Unmasked Estep 
Score: -5671267.000000 Penalty: 2611.562744
	Iteration 0F: 2 clusters Score -5671267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5645831.500000 Penalty: 5223.125488
	Iteration 0F: 3 clusters Score -5645832 nChanged 17030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5655334.000000 Penalty: 5223.125488
	Iteration 1F: 3 clusters Score -5655334 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5655838.000000 Penalty: 5223.125488
	Iteration 2Q: 3 clusters Score -5655838 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5656320.000000 Penalty: 5223.125488
	Iteration 3Q: 3 clusters Score -5656320 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5656730.500000 Penalty: 5223.125488
	Iteration 4Q: 3 clusters Score -5656730 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5657170.000000 Penalty: 5223.125488
	Iteration 5Q: 3 clusters Score -5657170 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -5657762.500000 Penalty: 5223.125488
	Iteration 6Q: 3 clusters Score -5657762 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -5658534.000000 Penalty: 5223.125488
	Iteration 7Q: 3 clusters Score -5658534 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -5659597.000000 Penalty: 5223.125488
	Iteration 8Q: 3 clusters Score -5659597 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -5661079.000000 Penalty: 5223.125488
	Iteration 9F: 3 clusters Score -5661079 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -5662912.500000 Penalty: 5223.125488
	Iteration 10F: 3 clusters Score -5662912 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5664836.000000 Penalty: 5223.125488
	Iteration 11F: 3 clusters Score -5664836 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -5666371.500000 Penalty: 5223.125488
	Iteration 12Q: 3 clusters Score -5666372 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5667427.500000 Penalty: 5223.125488
	Iteration 13Q: 3 clusters Score -5667428 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5668181.500000 Penalty: 5223.125488
	Iteration 14Q: 3 clusters Score -5668182 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -5668618.500000 Penalty: 5223.125488
	Iteration 15Q: 3 clusters Score -5668618 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5668887.000000 Penalty: 5223.125488
	Iteration 16Q: 3 clusters Score -5668887 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -5669077.500000 Penalty: 5223.125488
	Iteration 17Q: 3 clusters Score -5669078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5669253.500000 Penalty: 5223.125488
	Iteration 18Q: 3 clusters Score -5669254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5669389.000000 Penalty: 5223.125488
	Iteration 19Q: 3 clusters Score -5669389 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5669491.000000 Penalty: 5223.125488
	Iteration 20F: 3 clusters Score -5669491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5669545.000000 Penalty: 5223.125488
	Iteration 21Q: 3 clusters Score -5669545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5669576.500000 Penalty: 5223.125488
	Iteration 22Q: 3 clusters Score -5669576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5669609.500000 Penalty: 5223.125488
	Iteration 23Q: 3 clusters Score -5669610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -5669624.500000 Penalty: 5223.125488
	Iteration 24Q: 3 clusters Score -5669624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -5669629.000000 Penalty: 5223.125488
	Iteration 25Q: 3 clusters Score -5669629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5669640.500000 Penalty: 5223.125488
	Iteration 26Q: 3 clusters Score -5669640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5669645.000000 Penalty: 5223.125488
	Iteration 27Q: 3 clusters Score -5669645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5669656.500000 Penalty: 5223.125488
	Iteration 28Q: 3 clusters Score -5669656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5669655.000000 Penalty: 5223.125488
	Iteration 29Q: 3 clusters Score -5669655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5669659.000000 Penalty: 5223.125488
	Iteration 30Q: 3 clusters Score -5669659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5669666.000000 Penalty: 5223.125488
	Iteration 31Q: 3 clusters Score -5669666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5669669.500000 Penalty: 5223.125488
	Iteration 32Q: 3 clusters Score -5669670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5669672.500000 Penalty: 5223.125488
	Iteration 33Q: 3 clusters Score -5669672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5669670.500000 Penalty: 5223.125488
	Iteration 34Q: 3 clusters Score -5669670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5669679.500000 Penalty: 5223.125488
	Iteration 35Q: 3 clusters Score -5669680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -5669681.500000 Penalty: 5223.125488
	Iteration 36Q: 3 clusters Score -5669682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5669687.500000 Penalty: 5223.125488
	Iteration 37Q: 3 clusters Score -5669688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5669690.000000 Penalty: 5223.125488
	Iteration 38Q: 3 clusters Score -5669690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5669691.000000 Penalty: 5223.125488
	Iteration 39Q: 3 clusters Score -5669691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5669691.500000 Penalty: 5223.125488
	Iteration 40F: 3 clusters Score -5669692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5669692.000000 Penalty: 5223.125488
	Iteration 41Q: 3 clusters Score -5669692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5669688.500000 Penalty: 5223.125488
	Iteration 42Q: 3 clusters Score -5669688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5669687.000000 Penalty: 5223.125488
	Iteration 43Q: 3 clusters Score -5669687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5669690.500000 Penalty: 5223.125488
	Iteration 44Q: 3 clusters Score -5669690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5669697.500000 Penalty: 5223.125488
	Iteration 45Q: 3 clusters Score -5669698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -5669697.500000 Penalty: 5223.125488
	Iteration 46F: 3 clusters Score -5669698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -15014.317383 Penalty: 1216.508179
	Iteration 0F: 2 clusters Score -15014.32 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 70 members 
Entering Unmasked Estep 
Score: -14610.073242 Penalty: 2433.016357
	Iteration 0F: 3 clusters Score -14610.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14706.880859 Penalty: 2433.016357
	Iteration 1F: 3 clusters Score -14706.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14746.206055 Penalty: 2433.016357
	Iteration 2Q: 3 clusters Score -14746.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14764.583984 Penalty: 2433.016357
	Iteration 3Q: 3 clusters Score -14764.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14767.819336 Penalty: 2433.016357
	Iteration 4Q: 3 clusters Score -14767.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -14772.893555 Penalty: 2433.016357
	Iteration 5Q: 3 clusters Score -14772.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14776.172852 Penalty: 2433.016357
	Iteration 6Q: 3 clusters Score -14776.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14776.172852 Penalty: 2433.016357
	Iteration 7F: 3 clusters Score -14776.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -108678.773438 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -108678.8 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 420 members 
Entering Unmasked Estep 
Score: -107019.281250 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -107019.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107689.515625 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -107689.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108208.664062 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -108208.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108559.765625 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -108559.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -108952.039062 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -108952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -109167.125000 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -109167.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -109303.148438 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -109303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -109409.671875 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -109409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -109463.070312 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -109463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -109537.039062 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -109537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -109621.195312 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -109621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -109722.500000 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -109722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -109797.750000 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -109797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -109801.000000 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -109801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -109801.960938 Penalty: 3343.883545
	Iteration 14F: 3 clusters Score -109802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -109804.726562 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -109804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -109804.726562 Penalty: 3343.883545
	Iteration 16F: 3 clusters Score -109804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51175 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149695 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Mstep: Class 38 contains 176 members 
Entering Unmasked Estep 
Score: -104118224.000000 Penalty: 126803.226562
Splitting cluster 21 changes total score from -104119256.000000 to -104118224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -429426.031250 Penalty: 1975.455322
	Iteration 0F: 2 clusters Score -429426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -426208.656250 Penalty: 3950.910645
	Iteration 0F: 3 clusters Score -426208.7 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -426889.125000 Penalty: 3950.910645
	Iteration 1F: 3 clusters Score -426889.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -427042.000000 Penalty: 3950.910645
	Iteration 2F: 3 clusters Score -427042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -427123.250000 Penalty: 3950.910645
	Iteration 3Q: 3 clusters Score -427123.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -427179.687500 Penalty: 3950.910645
	Iteration 4Q: 3 clusters Score -427179.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -427220.750000 Penalty: 3950.910645
	Iteration 5Q: 3 clusters Score -427220.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -427255.250000 Penalty: 3950.910645
	Iteration 6Q: 3 clusters Score -427255.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -427271.031250 Penalty: 3950.910645
	Iteration 7Q: 3 clusters Score -427271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -427279.000000 Penalty: 3950.910645
	Iteration 8Q: 3 clusters Score -427279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -427289.718750 Penalty: 3950.910645
	Iteration 9Q: 3 clusters Score -427289.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -427300.968750 Penalty: 3950.910645
	Iteration 10Q: 3 clusters Score -427301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -427317.750000 Penalty: 3950.910645
	Iteration 11Q: 3 clusters Score -427317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -427332.187500 Penalty: 3950.910645
	Iteration 12Q: 3 clusters Score -427332.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -427343.906250 Penalty: 3950.910645
	Iteration 13Q: 3 clusters Score -427343.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -427353.187500 Penalty: 3950.910645
	Iteration 14Q: 3 clusters Score -427353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -427362.875000 Penalty: 3950.910645
	Iteration 15Q: 3 clusters Score -427362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427371.125000 Penalty: 3950.910645
	Iteration 16Q: 3 clusters Score -427371.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -427381.187500 Penalty: 3950.910645
	Iteration 17Q: 3 clusters Score -427381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -427387.750000 Penalty: 3950.910645
	Iteration 18Q: 3 clusters Score -427387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -427394.312500 Penalty: 3950.910645
	Iteration 19Q: 3 clusters Score -427394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -427395.125000 Penalty: 3950.910645
	Iteration 20F: 3 clusters Score -427395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -427396.000000 Penalty: 3950.910645
	Iteration 21Q: 3 clusters Score -427396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -427397.468750 Penalty: 3950.910645
	Iteration 22Q: 3 clusters Score -427397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -427400.031250 Penalty: 3950.910645
	Iteration 23Q: 3 clusters Score -427400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -427402.843750 Penalty: 3950.910645
	Iteration 24Q: 3 clusters Score -427402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -427405.843750 Penalty: 3950.910645
	Iteration 25Q: 3 clusters Score -427405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -427411.906250 Penalty: 3950.910645
	Iteration 26Q: 3 clusters Score -427411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -427419.093750 Penalty: 3950.910645
	Iteration 27Q: 3 clusters Score -427419.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427423.562500 Penalty: 3950.910645
	Iteration 28Q: 3 clusters Score -427423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -427426.750000 Penalty: 3950.910645
	Iteration 29Q: 3 clusters Score -427426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -427431.343750 Penalty: 3950.910645
	Iteration 30Q: 3 clusters Score -427431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -427436.093750 Penalty: 3950.910645
	Iteration 31Q: 3 clusters Score -427436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -427439.218750 Penalty: 3950.910645
	Iteration 32Q: 3 clusters Score -427439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -427443.718750 Penalty: 3950.910645
	Iteration 33Q: 3 clusters Score -427443.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -427447.843750 Penalty: 3950.910645
	Iteration 34Q: 3 clusters Score -427447.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -427453.375000 Penalty: 3950.910645
	Iteration 35Q: 3 clusters Score -427453.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427462.000000 Penalty: 3950.910645
	Iteration 36Q: 3 clusters Score -427462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -427468.812500 Penalty: 3950.910645
	Iteration 37Q: 3 clusters Score -427468.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427474.531250 Penalty: 3950.910645
	Iteration 38Q: 3 clusters Score -427474.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -427482.531250 Penalty: 3950.910645
	Iteration 39Q: 3 clusters Score -427482.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -427488.906250 Penalty: 3950.910645
	Iteration 40F: 3 clusters Score -427488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -427494.218750 Penalty: 3950.910645
	Iteration 41Q: 3 clusters Score -427494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -427497.656250 Penalty: 3950.910645
	Iteration 42Q: 3 clusters Score -427497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -427500.343750 Penalty: 3950.910645
	Iteration 43Q: 3 clusters Score -427500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -427503.812500 Penalty: 3950.910645
	Iteration 44Q: 3 clusters Score -427503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -427505.906250 Penalty: 3950.910645
	Iteration 45Q: 3 clusters Score -427505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -427510.343750 Penalty: 3950.910645
	Iteration 46Q: 3 clusters Score -427510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427516.281250 Penalty: 3950.910645
	Iteration 47Q: 3 clusters Score -427516.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -427522.250000 Penalty: 3950.910645
	Iteration 48Q: 3 clusters Score -427522.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -427529.531250 Penalty: 3950.910645
	Iteration 49Q: 3 clusters Score -427529.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -427537.218750 Penalty: 3950.910645
	Iteration 50Q: 3 clusters Score -427537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -427545.781250 Penalty: 3950.910645
	Iteration 51Q: 3 clusters Score -427545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -427555.468750 Penalty: 3950.910645
	Iteration 52Q: 3 clusters Score -427555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -427560.593750 Penalty: 3950.910645
	Iteration 53Q: 3 clusters Score -427560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -427565.406250 Penalty: 3950.910645
	Iteration 54Q: 3 clusters Score -427565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -427571.093750 Penalty: 3950.910645
	Iteration 55Q: 3 clusters Score -427571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -427574.062500 Penalty: 3950.910645
	Iteration 56Q: 3 clusters Score -427574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -427577.375000 Penalty: 3950.910645
	Iteration 57Q: 3 clusters Score -427577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -427581.312500 Penalty: 3950.910645
	Iteration 58Q: 3 clusters Score -427581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -427590.062500 Penalty: 3950.910645
	Iteration 59Q: 3 clusters Score -427590.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -427600.500000 Penalty: 3950.910645
	Iteration 60F: 3 clusters Score -427600.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -427612.625000 Penalty: 3950.910645
	Iteration 61Q: 3 clusters Score -427612.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -427623.281250 Penalty: 3950.910645
	Iteration 62Q: 3 clusters Score -427623.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -427633.093750 Penalty: 3950.910645
	Iteration 63Q: 3 clusters Score -427633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -427643.562500 Penalty: 3950.910645
	Iteration 64Q: 3 clusters Score -427643.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -427654.125000 Penalty: 3950.910645
	Iteration 65Q: 3 clusters Score -427654.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -427658.687500 Penalty: 3950.910645
	Iteration 66Q: 3 clusters Score -427658.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -427661.593750 Penalty: 3950.910645
	Iteration 67Q: 3 clusters Score -427661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -427665.593750 Penalty: 3950.910645
	Iteration 68Q: 3 clusters Score -427665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -427670.593750 Penalty: 3950.910645
	Iteration 69Q: 3 clusters Score -427670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -427675.718750 Penalty: 3950.910645
	Iteration 70Q: 3 clusters Score -427675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -427679.750000 Penalty: 3950.910645
	Iteration 71Q: 3 clusters Score -427679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -427681.531250 Penalty: 3950.910645
	Iteration 72Q: 3 clusters Score -427681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -427686.000000 Penalty: 3950.910645
	Iteration 73Q: 3 clusters Score -427686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427691.187500 Penalty: 3950.910645
	Iteration 74Q: 3 clusters Score -427691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -427695.718750 Penalty: 3950.910645
	Iteration 75Q: 3 clusters Score -427695.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -427701.250000 Penalty: 3950.910645
	Iteration 76Q: 3 clusters Score -427701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -427704.187500 Penalty: 3950.910645
	Iteration 77Q: 3 clusters Score -427704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -427705.250000 Penalty: 3950.910645
	Iteration 78Q: 3 clusters Score -427705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -427707.250000 Penalty: 3950.910645
	Iteration 79Q: 3 clusters Score -427707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -427708.687500 Penalty: 3950.910645
	Iteration 80F: 3 clusters Score -427708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -427711.281250 Penalty: 3950.910645
	Iteration 81Q: 3 clusters Score -427711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -427714.281250 Penalty: 3950.910645
	Iteration 82Q: 3 clusters Score -427714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -427719.750000 Penalty: 3950.910645
	Iteration 83Q: 3 clusters Score -427719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -427721.968750 Penalty: 3950.910645
	Iteration 84Q: 3 clusters Score -427722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -427724.843750 Penalty: 3950.910645
	Iteration 85Q: 3 clusters Score -427724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -427725.593750 Penalty: 3950.910645
	Iteration 86Q: 3 clusters Score -427725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -427726.250000 Penalty: 3950.910645
	Iteration 87Q: 3 clusters Score -427726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -427726.406250 Penalty: 3950.910645
	Iteration 88Q: 3 clusters Score -427726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -427726.406250 Penalty: 3950.910645
	Iteration 89F: 3 clusters Score -427726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -449422.156250 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -449422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -446144.281250 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -446144.3 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -446793.937500 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -446793.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -446950.625000 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -446950.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -447061.937500 Penalty: 3974.946289
	Iteration 3Q: 3 clusters Score -447061.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -447170.500000 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -447170.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -447257.062500 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -447257.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -447327.718750 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -447327.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -447403.968750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -447404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -447477.968750 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -447478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -447536.937500 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -447536.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447591.812500 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -447591.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -447627.343750 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -447627.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -447648.656250 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -447648.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -447666.718750 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -447666.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -447691.031250 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -447691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -447714.156250 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -447714.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -447726.656250 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -447726.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -447736.812500 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -447736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -447744.718750 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -447744.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -447750.625000 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -447750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -447752.812500 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -447752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -447755.437500 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -447755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -447757.937500 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -447757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -447763.500000 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -447763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -447767.562500 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -447767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -447773.406250 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -447773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -447779.250000 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -447779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -447783.437500 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -447783.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -447790.937500 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -447790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -447797.437500 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -447797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -447803.000000 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -447803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -447808.468750 Penalty: 3974.946289
	Iteration 31Q: 3 clusters Score -447808.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -447815.062500 Penalty: 3974.946289
	Iteration 32Q: 3 clusters Score -447815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -447820.062500 Penalty: 3974.946289
	Iteration 33Q: 3 clusters Score -447820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -447828.750000 Penalty: 3974.946289
	Iteration 34Q: 3 clusters Score -447828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -447835.125000 Penalty: 3974.946289
	Iteration 35Q: 3 clusters Score -447835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -447840.156250 Penalty: 3974.946289
	Iteration 36Q: 3 clusters Score -447840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -447843.750000 Penalty: 3974.946289
	Iteration 37Q: 3 clusters Score -447843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -447846.000000 Penalty: 3974.946289
	Iteration 38Q: 3 clusters Score -447846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -447850.437500 Penalty: 3974.946289
	Iteration 39Q: 3 clusters Score -447850.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -447855.687500 Penalty: 3974.946289
	Iteration 40F: 3 clusters Score -447855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -447861.593750 Penalty: 3974.946289
	Iteration 41Q: 3 clusters Score -447861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -447863.656250 Penalty: 3974.946289
	Iteration 42Q: 3 clusters Score -447863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -447865.312500 Penalty: 3974.946289
	Iteration 43Q: 3 clusters Score -447865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -447868.937500 Penalty: 3974.946289
	Iteration 44Q: 3 clusters Score -447868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -447873.156250 Penalty: 3974.946289
	Iteration 45Q: 3 clusters Score -447873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -447874.562500 Penalty: 3974.946289
	Iteration 46Q: 3 clusters Score -447874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -447876.906250 Penalty: 3974.946289
	Iteration 47Q: 3 clusters Score -447876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -447877.937500 Penalty: 3974.946289
	Iteration 48Q: 3 clusters Score -447877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -447877.937500 Penalty: 3974.946289
	Iteration 49F: 3 clusters Score -447877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -501262.187500 Penalty: 2011.981201
	Iteration 0F: 2 clusters Score -501262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -497797.250000 Penalty: 4023.962402
	Iteration 0F: 3 clusters Score -497797.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -498563.937500 Penalty: 4023.962402
	Iteration 1F: 3 clusters Score -498563.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -498740.218750 Penalty: 4023.962402
	Iteration 2F: 3 clusters Score -498740.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -498827.000000 Penalty: 4023.962402
	Iteration 3Q: 3 clusters Score -498827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -498873.093750 Penalty: 4023.962402
	Iteration 4Q: 3 clusters Score -498873.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -498913.250000 Penalty: 4023.962402
	Iteration 5Q: 3 clusters Score -498913.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -498957.500000 Penalty: 4023.962402
	Iteration 6Q: 3 clusters Score -498957.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -498993.187500 Penalty: 4023.962402
	Iteration 7Q: 3 clusters Score -498993.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -499019.562500 Penalty: 4023.962402
	Iteration 8Q: 3 clusters Score -499019.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -499041.375000 Penalty: 4023.962402
	Iteration 9Q: 3 clusters Score -499041.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -499065.937500 Penalty: 4023.962402
	Iteration 10Q: 3 clusters Score -499065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -499087.031250 Penalty: 4023.962402
	Iteration 11Q: 3 clusters Score -499087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -499104.593750 Penalty: 4023.962402
	Iteration 12Q: 3 clusters Score -499104.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -499120.156250 Penalty: 4023.962402
	Iteration 13Q: 3 clusters Score -499120.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -499137.156250 Penalty: 4023.962402
	Iteration 14Q: 3 clusters Score -499137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -499149.656250 Penalty: 4023.962402
	Iteration 15Q: 3 clusters Score -499149.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -499160.468750 Penalty: 4023.962402
	Iteration 16Q: 3 clusters Score -499160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -499170.281250 Penalty: 4023.962402
	Iteration 17Q: 3 clusters Score -499170.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -499182.562500 Penalty: 4023.962402
	Iteration 18Q: 3 clusters Score -499182.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -499189.593750 Penalty: 4023.962402
	Iteration 19Q: 3 clusters Score -499189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -499196.406250 Penalty: 4023.962402
	Iteration 20F: 3 clusters Score -499196.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -499205.718750 Penalty: 4023.962402
	Iteration 21Q: 3 clusters Score -499205.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -499212.906250 Penalty: 4023.962402
	Iteration 22Q: 3 clusters Score -499212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -499218.437500 Penalty: 4023.962402
	Iteration 23Q: 3 clusters Score -499218.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -499225.781250 Penalty: 4023.962402
	Iteration 24Q: 3 clusters Score -499225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -499234.875000 Penalty: 4023.962402
	Iteration 25Q: 3 clusters Score -499234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -499245.218750 Penalty: 4023.962402
	Iteration 26Q: 3 clusters Score -499245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -499252.000000 Penalty: 4023.962402
	Iteration 27Q: 3 clusters Score -499252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -499260.968750 Penalty: 4023.962402
	Iteration 28Q: 3 clusters Score -499261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -499269.468750 Penalty: 4023.962402
	Iteration 29Q: 3 clusters Score -499269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -499278.031250 Penalty: 4023.962402
	Iteration 30Q: 3 clusters Score -499278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -499292.812500 Penalty: 4023.962402
	Iteration 31Q: 3 clusters Score -499292.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -499310.000000 Penalty: 4023.962402
	Iteration 32Q: 3 clusters Score -499310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -499324.156250 Penalty: 4023.962402
	Iteration 33Q: 3 clusters Score -499324.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -499336.843750 Penalty: 4023.962402
	Iteration 34Q: 3 clusters Score -499336.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -499348.218750 Penalty: 4023.962402
	Iteration 35Q: 3 clusters Score -499348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -499356.750000 Penalty: 4023.962402
	Iteration 36Q: 3 clusters Score -499356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -499363.750000 Penalty: 4023.962402
	Iteration 37Q: 3 clusters Score -499363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -499369.125000 Penalty: 4023.962402
	Iteration 38Q: 3 clusters Score -499369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -499371.156250 Penalty: 4023.962402
	Iteration 39Q: 3 clusters Score -499371.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -499378.031250 Penalty: 4023.962402
	Iteration 40F: 3 clusters Score -499378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -499384.000000 Penalty: 4023.962402
	Iteration 41Q: 3 clusters Score -499384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -499388.343750 Penalty: 4023.962402
	Iteration 42Q: 3 clusters Score -499388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -499395.593750 Penalty: 4023.962402
	Iteration 43Q: 3 clusters Score -499395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -499401.281250 Penalty: 4023.962402
	Iteration 44Q: 3 clusters Score -499401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -499405.906250 Penalty: 4023.962402
	Iteration 45Q: 3 clusters Score -499405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -499412.187500 Penalty: 4023.962402
	Iteration 46Q: 3 clusters Score -499412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -499418.875000 Penalty: 4023.962402
	Iteration 47Q: 3 clusters Score -499418.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -499422.968750 Penalty: 4023.962402
	Iteration 48Q: 3 clusters Score -499423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -499428.750000 Penalty: 4023.962402
	Iteration 49Q: 3 clusters Score -499428.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -499431.875000 Penalty: 4023.962402
	Iteration 50Q: 3 clusters Score -499431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -499436.750000 Penalty: 4023.962402
	Iteration 51Q: 3 clusters Score -499436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -499439.062500 Penalty: 4023.962402
	Iteration 52Q: 3 clusters Score -499439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -499442.000000 Penalty: 4023.962402
	Iteration 53Q: 3 clusters Score -499442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -499444.156250 Penalty: 4023.962402
	Iteration 54Q: 3 clusters Score -499444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -499447.437500 Penalty: 4023.962402
	Iteration 55Q: 3 clusters Score -499447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -499451.906250 Penalty: 4023.962402
	Iteration 56Q: 3 clusters Score -499451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -499456.187500 Penalty: 4023.962402
	Iteration 57Q: 3 clusters Score -499456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -499459.937500 Penalty: 4023.962402
	Iteration 58Q: 3 clusters Score -499459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -499462.750000 Penalty: 4023.962402
	Iteration 59Q: 3 clusters Score -499462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -499466.750000 Penalty: 4023.962402
	Iteration 60F: 3 clusters Score -499466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -499474.000000 Penalty: 4023.962402
	Iteration 61Q: 3 clusters Score -499474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -499479.281250 Penalty: 4023.962402
	Iteration 62Q: 3 clusters Score -499479.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -499485.750000 Penalty: 4023.962402
	Iteration 63Q: 3 clusters Score -499485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -499492.531250 Penalty: 4023.962402
	Iteration 64Q: 3 clusters Score -499492.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -499502.843750 Penalty: 4023.962402
	Iteration 65Q: 3 clusters Score -499502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -499508.312500 Penalty: 4023.962402
	Iteration 66Q: 3 clusters Score -499508.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -499512.687500 Penalty: 4023.962402
	Iteration 67Q: 3 clusters Score -499512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -499515.812500 Penalty: 4023.962402
	Iteration 68Q: 3 clusters Score -499515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -499518.812500 Penalty: 4023.962402
	Iteration 69Q: 3 clusters Score -499518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -499521.125000 Penalty: 4023.962402
	Iteration 70Q: 3 clusters Score -499521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -499521.750000 Penalty: 4023.962402
	Iteration 71Q: 3 clusters Score -499521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499523.250000 Penalty: 4023.962402
	Iteration 72Q: 3 clusters Score -499523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499524.406250 Penalty: 4023.962402
	Iteration 73Q: 3 clusters Score -499524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499525.750000 Penalty: 4023.962402
	Iteration 74Q: 3 clusters Score -499525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -499525.750000 Penalty: 4023.962402
	Iteration 75F: 3 clusters Score -499525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -352299.125000 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -352299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349467.750000 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -349467.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -349953.781250 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -349953.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -350086.125000 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -350086.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -350169.812500 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -350169.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -350228.531250 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -350228.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -350301.000000 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -350301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -350407.562500 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -350407.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350535.625000 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -350535.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -350682.500000 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -350682.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350830.187500 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -350830.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -350957.968750 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -350958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -351051.031250 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -351051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -351124.250000 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -351124.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -351210.031250 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -351210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -351273.875000 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -351273.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -351328.562500 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -351328.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -351372.750000 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -351372.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -351425.343750 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -351425.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -351463.406250 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -351463.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -351495.843750 Penalty: 3841.091797
	Iteration 19Q: 3 clusters Score -351495.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -351516.437500 Penalty: 3841.091797
	Iteration 20F: 3 clusters Score -351516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -351527.843750 Penalty: 3841.091797
	Iteration 21Q: 3 clusters Score -351527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -351537.406250 Penalty: 3841.091797
	Iteration 22Q: 3 clusters Score -351537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -351548.187500 Penalty: 3841.091797
	Iteration 23Q: 3 clusters Score -351548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -351557.718750 Penalty: 3841.091797
	Iteration 24Q: 3 clusters Score -351557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -351564.968750 Penalty: 3841.091797
	Iteration 25Q: 3 clusters Score -351565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -351582.062500 Penalty: 3841.091797
	Iteration 26Q: 3 clusters Score -351582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -351590.750000 Penalty: 3841.091797
	Iteration 27Q: 3 clusters Score -351590.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -351601.781250 Penalty: 3841.091797
	Iteration 28Q: 3 clusters Score -351601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -351608.000000 Penalty: 3841.091797
	Iteration 29Q: 3 clusters Score -351608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -351617.906250 Penalty: 3841.091797
	Iteration 30Q: 3 clusters Score -351617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -351624.062500 Penalty: 3841.091797
	Iteration 31Q: 3 clusters Score -351624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -351626.031250 Penalty: 3841.091797
	Iteration 32Q: 3 clusters Score -351626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -351628.437500 Penalty: 3841.091797
	Iteration 33Q: 3 clusters Score -351628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -351629.437500 Penalty: 3841.091797
	Iteration 34Q: 3 clusters Score -351629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -351629.437500 Penalty: 3841.091797
	Iteration 35F: 3 clusters Score -351629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Entering Unmasked Estep 
Score: -462709.187500 Penalty: 2024.020996
	Iteration 0F: 2 clusters Score -462709.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -459204.218750 Penalty: 4048.041992
	Iteration 0F: 3 clusters Score -459204.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -460205.312500 Penalty: 4048.041992
	Iteration 1F: 3 clusters Score -460205.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -460566.718750 Penalty: 4048.041992
	Iteration 2F: 3 clusters Score -460566.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -460892.250000 Penalty: 4048.041992
	Iteration 3F: 3 clusters Score -460892.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -461237.562500 Penalty: 4048.041992
	Iteration 4F: 3 clusters Score -461237.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -461584.500000 Penalty: 4048.041992
	Iteration 5F: 3 clusters Score -461584.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -461830.593750 Penalty: 4048.041992
	Iteration 6F: 3 clusters Score -461830.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -462000.875000 Penalty: 4048.041992
	Iteration 7Q: 3 clusters Score -462000.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -462122.687500 Penalty: 4048.041992
	Iteration 8Q: 3 clusters Score -462122.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -462189.937500 Penalty: 4048.041992
	Iteration 9Q: 3 clusters Score -462189.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -462218.812500 Penalty: 4048.041992
	Iteration 10Q: 3 clusters Score -462218.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -462232.000000 Penalty: 4048.041992
	Iteration 11Q: 3 clusters Score -462232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -462251.156250 Penalty: 4048.041992
	Iteration 12Q: 3 clusters Score -462251.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -462269.062500 Penalty: 4048.041992
	Iteration 13Q: 3 clusters Score -462269.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -462289.187500 Penalty: 4048.041992
	Iteration 14Q: 3 clusters Score -462289.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -462308.750000 Penalty: 4048.041992
	Iteration 15Q: 3 clusters Score -462308.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -462325.031250 Penalty: 4048.041992
	Iteration 16Q: 3 clusters Score -462325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -462340.531250 Penalty: 4048.041992
	Iteration 17Q: 3 clusters Score -462340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -462350.937500 Penalty: 4048.041992
	Iteration 18Q: 3 clusters Score -462350.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -462362.062500 Penalty: 4048.041992
	Iteration 19Q: 3 clusters Score -462362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -462372.343750 Penalty: 4048.041992
	Iteration 20F: 3 clusters Score -462372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -462378.562500 Penalty: 4048.041992
	Iteration 21Q: 3 clusters Score -462378.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -462387.875000 Penalty: 4048.041992
	Iteration 22Q: 3 clusters Score -462387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -462393.906250 Penalty: 4048.041992
	Iteration 23Q: 3 clusters Score -462393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -462399.593750 Penalty: 4048.041992
	Iteration 24Q: 3 clusters Score -462399.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -462402.187500 Penalty: 4048.041992
	Iteration 25Q: 3 clusters Score -462402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -462403.437500 Penalty: 4048.041992
	Iteration 26Q: 3 clusters Score -462403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -462405.125000 Penalty: 4048.041992
	Iteration 27Q: 3 clusters Score -462405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -462408.531250 Penalty: 4048.041992
	Iteration 28Q: 3 clusters Score -462408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -462409.812500 Penalty: 4048.041992
	Iteration 29Q: 3 clusters Score -462409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -462410.250000 Penalty: 4048.041992
	Iteration 30Q: 3 clusters Score -462410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -462410.937500 Penalty: 4048.041992
	Iteration 31Q: 3 clusters Score -462410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -462412.906250 Penalty: 4048.041992
	Iteration 32Q: 3 clusters Score -462412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -462414.125000 Penalty: 4048.041992
	Iteration 33Q: 3 clusters Score -462414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -462417.593750 Penalty: 4048.041992
	Iteration 34Q: 3 clusters Score -462417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -462418.656250 Penalty: 4048.041992
	Iteration 35Q: 3 clusters Score -462418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -462421.500000 Penalty: 4048.041992
	Iteration 36Q: 3 clusters Score -462421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -462423.437500 Penalty: 4048.041992
	Iteration 37Q: 3 clusters Score -462423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -462425.125000 Penalty: 4048.041992
	Iteration 38Q: 3 clusters Score -462425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -462426.125000 Penalty: 4048.041992
	Iteration 39Q: 3 clusters Score -462426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -462426.843750 Penalty: 4048.041992
	Iteration 40F: 3 clusters Score -462426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -462428.000000 Penalty: 4048.041992
	Iteration 41Q: 3 clusters Score -462428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -462427.781250 Penalty: 4048.041992
	Iteration 42Q: 3 clusters Score -462427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -462428.031250 Penalty: 4048.041992
	Iteration 43Q: 3 clusters Score -462428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -462428.843750 Penalty: 4048.041992
	Iteration 44Q: 3 clusters Score -462428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -462428.843750 Penalty: 4048.041992
	Iteration 45F: 3 clusters Score -462428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -184679.078125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -184679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182529.984375 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -182530 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -182990.156250 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -182990.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -183227.562500 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -183227.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183475.234375 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -183475.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -183748.062500 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -183748.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184001.968750 Penalty: 3571.780762
	Iteration 5F: 3 clusters Score -184002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184206.515625 Penalty: 3571.780762
	Iteration 6F: 3 clusters Score -184206.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184317.875000 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -184317.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184353.703125 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -184353.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184380.984375 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -184381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184395.609375 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -184395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -184398.359375 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -184398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184402.531250 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -184402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184403.500000 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -184403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184403.500000 Penalty: 3571.780762
	Iteration 14F: 3 clusters Score -184403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -624291.187500 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -624291.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -620177.937500 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -620177.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -621109.500000 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -621109.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -621286.250000 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -621286.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -621401.312500 Penalty: 4149.604004
	Iteration 3Q: 3 clusters Score -621401.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -621487.187500 Penalty: 4149.604004
	Iteration 4Q: 3 clusters Score -621487.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -621543.750000 Penalty: 4149.604004
	Iteration 5Q: 3 clusters Score -621543.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -621588.750000 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -621588.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -621621.750000 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -621621.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -621649.312500 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -621649.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -621665.750000 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -621665.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -621689.437500 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -621689.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -621718.500000 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -621718.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -621737.000000 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -621737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -621749.187500 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -621749.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -621761.125000 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -621761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -621767.500000 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -621767.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -621773.187500 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -621773.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -621779.875000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -621779.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -621784.312500 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -621784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -621786.562500 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -621786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -621791.000000 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -621791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -621793.125000 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -621793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -621793.937500 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -621793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -621796.875000 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -621796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -621796.250000 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -621796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -621798.750000 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -621798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -621800.062500 Penalty: 4149.604004
	Iteration 26Q: 3 clusters Score -621800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -621801.000000 Penalty: 4149.604004
	Iteration 27Q: 3 clusters Score -621801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -621802.062500 Penalty: 4149.604004
	Iteration 28Q: 3 clusters Score -621802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -621803.375000 Penalty: 4149.604004
	Iteration 29Q: 3 clusters Score -621803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -621804.937500 Penalty: 4149.604004
	Iteration 30Q: 3 clusters Score -621804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -621805.000000 Penalty: 4149.604004
	Iteration 31Q: 3 clusters Score -621805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -621805.000000 Penalty: 4149.604004
	Iteration 32F: 3 clusters Score -621805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -89201.648438 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -89201.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87605.625000 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -87605.62 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88228.664062 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -88228.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -88426.851562 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -88426.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -88555.437500 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -88555.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88666.476562 Penalty: 3245.780273
	Iteration 4F: 3 clusters Score -88666.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -88739.515625 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -88739.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -88766.070312 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -88766.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -88772.945312 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -88772.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -88774.265625 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -88774.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -88774.265625 Penalty: 3245.780273
	Iteration 9F: 3 clusters Score -88774.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -51687.546875 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -51687.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50350.738281 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -50350.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50514.503906 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -50514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50584.378906 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -50584.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50621.117188 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -50621.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50660.386719 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -50660.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50696.046875 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -50696.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50715.316406 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -50715.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50734.761719 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -50734.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50772.296875 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -50772.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50841.304688 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -50841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50905.753906 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -50905.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51043.402344 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -51043.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51142.339844 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -51142.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51229.824219 Penalty: 2947.628662
	Iteration 13Q: 3 clusters Score -51229.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51330.839844 Penalty: 2947.628662
	Iteration 14Q: 3 clusters Score -51330.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51491.707031 Penalty: 2947.628662
	Iteration 15Q: 3 clusters Score -51491.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51785.242188 Penalty: 2947.628662
	Iteration 16Q: 3 clusters Score -51785.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51825.488281 Penalty: 2947.628662
	Iteration 17Q: 3 clusters Score -51825.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51849.917969 Penalty: 2947.628662
	Iteration 18Q: 3 clusters Score -51849.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51886.128906 Penalty: 2947.628662
	Iteration 19Q: 3 clusters Score -51886.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51905.960938 Penalty: 2947.628662
	Iteration 20F: 3 clusters Score -51905.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51921.351562 Penalty: 2947.628662
	Iteration 21Q: 3 clusters Score -51921.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51930.144531 Penalty: 2947.628662
	Iteration 22Q: 3 clusters Score -51930.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51983.820312 Penalty: 2947.628662
	Iteration 23Q: 3 clusters Score -51983.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -52043.765625 Penalty: 2947.628662
	Iteration 24Q: 3 clusters Score -52043.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -52043.765625 Penalty: 2947.628662
	Iteration 25F: 3 clusters Score -52043.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51175 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 149695 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Mstep: Class 38 contains 100 members 
Entering Unmasked Estep 
Score: -104117288.000000 Penalty: 126803.226562
Splitting cluster 30 changes total score from -104119256.000000 to -104117288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (149695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Entering Unmasked Estep 
Score: -23020622.000000 Penalty: 2955.256104
	Iteration 0F: 2 clusters Score -2.302062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -22946222.000000 Penalty: 5910.512207
	Iteration 0F: 3 clusters Score -2.294622e+07 nChanged 71628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -22987698.000000 Penalty: 5910.512207
	Iteration 1F: 3 clusters Score -2.29877e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -22988734.000000 Penalty: 5910.512207
	Iteration 2Q: 3 clusters Score -2.298873e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -22989742.000000 Penalty: 5910.512207
	Iteration 3Q: 3 clusters Score -2.298974e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -22990974.000000 Penalty: 5910.512207
	Iteration 4Q: 3 clusters Score -2.299097e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -22992784.000000 Penalty: 5910.512207
	Iteration 5Q: 3 clusters Score -2.299278e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -22994894.000000 Penalty: 5910.512207
	Iteration 6Q: 3 clusters Score -2.299489e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -22997790.000000 Penalty: 5910.512207
	Iteration 7Q: 3 clusters Score -2.299779e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -23001352.000000 Penalty: 5910.512207
	Iteration 8F: 3 clusters Score -2.300135e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -23006254.000000 Penalty: 5910.512207
	Iteration 9F: 3 clusters Score -2.300625e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -23011490.000000 Penalty: 5910.512207
	Iteration 10F: 3 clusters Score -2.301149e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 102707 members 
Entering Unmasked Estep 
Score: -23015962.000000 Penalty: 5910.512207
	Iteration 11F: 3 clusters Score -2.301596e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -23019414.000000 Penalty: 5910.512207
	Iteration 12Q: 3 clusters Score -2.301941e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -23021256.000000 Penalty: 5910.512207
	Iteration 13Q: 3 clusters Score -2.302126e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -23022246.000000 Penalty: 5910.512207
	Iteration 14Q: 3 clusters Score -2.302225e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 115567 members 
Entering Unmasked Estep 
Score: -23022594.000000 Penalty: 5910.512207
	Iteration 15Q: 3 clusters Score -2.302259e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -23022460.000000 Penalty: 5910.512207
	Iteration 16Q: 3 clusters Score -2.302246e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 118816 members 
Entering Unmasked Estep 
Score: -23022476.000000 Penalty: 5910.512207
	Iteration 17Q: 3 clusters Score -2.302248e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -23022448.000000 Penalty: 5910.512207
	Iteration 18Q: 3 clusters Score -2.302245e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -23022330.000000 Penalty: 5910.512207
	Iteration 19Q: 3 clusters Score -2.302233e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -23022176.000000 Penalty: 5910.512207
	Iteration 20F: 3 clusters Score -2.302218e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 122617 members 
Entering Unmasked Estep 
Score: -23022134.000000 Penalty: 5910.512207
	Iteration 21Q: 3 clusters Score -2.302213e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -23022110.000000 Penalty: 5910.512207
	Iteration 22Q: 3 clusters Score -2.302211e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -23022090.000000 Penalty: 5910.512207
	Iteration 23Q: 3 clusters Score -2.302209e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -23022152.000000 Penalty: 5910.512207
	Iteration 24Q: 3 clusters Score -2.302215e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -23022100.000000 Penalty: 5910.512207
	Iteration 25Q: 3 clusters Score -2.30221e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -23021920.000000 Penalty: 5910.512207
	Iteration 26Q: 3 clusters Score -2.302192e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 124511 members 
Entering Unmasked Estep 
Score: -23021894.000000 Penalty: 5910.512207
	Iteration 27Q: 3 clusters Score -2.302189e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -23021802.000000 Penalty: 5910.512207
	Iteration 28Q: 3 clusters Score -2.30218e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 124773 members 
Entering Unmasked Estep 
Score: -23021766.000000 Penalty: 5910.512207
	Iteration 29Q: 3 clusters Score -2.302177e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -23021822.000000 Penalty: 5910.512207
	Iteration 30Q: 3 clusters Score -2.302182e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -23021870.000000 Penalty: 5910.512207
	Iteration 31Q: 3 clusters Score -2.302187e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -23021852.000000 Penalty: 5910.512207
	Iteration 32Q: 3 clusters Score -2.302185e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -23021842.000000 Penalty: 5910.512207
	Iteration 33Q: 3 clusters Score -2.302184e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -23021852.000000 Penalty: 5910.512207
	Iteration 34Q: 3 clusters Score -2.302185e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -23021808.000000 Penalty: 5910.512207
	Iteration 35Q: 3 clusters Score -2.302181e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -23021778.000000 Penalty: 5910.512207
	Iteration 36Q: 3 clusters Score -2.302178e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 124786 members 
Entering Unmasked Estep 
Score: -23021898.000000 Penalty: 5910.512207
	Iteration 37Q: 3 clusters Score -2.30219e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -23021864.000000 Penalty: 5910.512207
	Iteration 38Q: 3 clusters Score -2.302186e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -23021928.000000 Penalty: 5910.512207
	Iteration 39Q: 3 clusters Score -2.302193e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -23021970.000000 Penalty: 5910.512207
	Iteration 40F: 3 clusters Score -2.302197e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 124167 members 
Entering Unmasked Estep 
Score: -23021926.000000 Penalty: 5910.512207
	Iteration 41Q: 3 clusters Score -2.302193e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -23021830.000000 Penalty: 5910.512207
	Iteration 42Q: 3 clusters Score -2.302183e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 123730 members 
Entering Unmasked Estep 
Score: -23021902.000000 Penalty: 5910.512207
	Iteration 43Q: 3 clusters Score -2.30219e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 123479 members 
Entering Unmasked Estep 
Score: -23021994.000000 Penalty: 5910.512207
	Iteration 44Q: 3 clusters Score -2.302199e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -23022036.000000 Penalty: 5910.512207
	Iteration 45Q: 3 clusters Score -2.302204e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -23022032.000000 Penalty: 5910.512207
	Iteration 46Q: 3 clusters Score -2.302203e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 122666 members 
Entering Unmasked Estep 
Score: -23021994.000000 Penalty: 5910.512207
	Iteration 47Q: 3 clusters Score -2.302199e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 122376 members 
Entering Unmasked Estep 
Score: -23022038.000000 Penalty: 5910.512207
	Iteration 48Q: 3 clusters Score -2.302204e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 122119 members 
Entering Unmasked Estep 
Score: -23021970.000000 Penalty: 5910.512207
	Iteration 49Q: 3 clusters Score -2.302197e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 121885 members 
Entering Unmasked Estep 
Score: -23022012.000000 Penalty: 5910.512207
	Iteration 50Q: 3 clusters Score -2.302201e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 121656 members 
Entering Unmasked Estep 
Score: -23021988.000000 Penalty: 5910.512207
	Iteration 51Q: 3 clusters Score -2.302199e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 121409 members 
Entering Unmasked Estep 
Score: -23021954.000000 Penalty: 5910.512207
	Iteration 52Q: 3 clusters Score -2.302195e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 121127 members 
Entering Unmasked Estep 
Score: -23021962.000000 Penalty: 5910.512207
	Iteration 53Q: 3 clusters Score -2.302196e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -23021978.000000 Penalty: 5910.512207
	Iteration 54Q: 3 clusters Score -2.302198e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -23022066.000000 Penalty: 5910.512207
	Iteration 55Q: 3 clusters Score -2.302207e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 120160 members 
Entering Unmasked Estep 
Score: -23022120.000000 Penalty: 5910.512207
	Iteration 56Q: 3 clusters Score -2.302212e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 119785 members 
Entering Unmasked Estep 
Score: -23022026.000000 Penalty: 5910.512207
	Iteration 57Q: 3 clusters Score -2.302203e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -23022036.000000 Penalty: 5910.512207
	Iteration 58Q: 3 clusters Score -2.302204e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -23021996.000000 Penalty: 5910.512207
	Iteration 59Q: 3 clusters Score -2.3022e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 118526 members 
Entering Unmasked Estep 
Score: -23021908.000000 Penalty: 5910.512207
	Iteration 60F: 3 clusters Score -2.302191e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 118118 members 
Entering Unmasked Estep 
Score: -23021992.000000 Penalty: 5910.512207
	Iteration 61Q: 3 clusters Score -2.302199e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -23021944.000000 Penalty: 5910.512207
	Iteration 62Q: 3 clusters Score -2.302194e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -23021872.000000 Penalty: 5910.512207
	Iteration 63Q: 3 clusters Score -2.302187e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -23021862.000000 Penalty: 5910.512207
	Iteration 64Q: 3 clusters Score -2.302186e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 116118 members 
Entering Unmasked Estep 
Score: -23021922.000000 Penalty: 5910.512207
	Iteration 65Q: 3 clusters Score -2.302192e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -23021988.000000 Penalty: 5910.512207
	Iteration 66Q: 3 clusters Score -2.302199e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -23022056.000000 Penalty: 5910.512207
	Iteration 67Q: 3 clusters Score -2.302206e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -23022028.000000 Penalty: 5910.512207
	Iteration 68Q: 3 clusters Score -2.302203e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -23022066.000000 Penalty: 5910.512207
	Iteration 69Q: 3 clusters Score -2.302207e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -23022028.000000 Penalty: 5910.512207
	Iteration 70Q: 3 clusters Score -2.302203e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -23021950.000000 Penalty: 5910.512207
	Iteration 71Q: 3 clusters Score -2.302195e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -23021964.000000 Penalty: 5910.512207
	Iteration 72Q: 3 clusters Score -2.302196e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -23021990.000000 Penalty: 5910.512207
	Iteration 73Q: 3 clusters Score -2.302199e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -23022010.000000 Penalty: 5910.512207
	Iteration 74Q: 3 clusters Score -2.302201e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -23021912.000000 Penalty: 5910.512207
	Iteration 75Q: 3 clusters Score -2.302191e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -23021928.000000 Penalty: 5910.512207
	Iteration 76Q: 3 clusters Score -2.302193e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -23021986.000000 Penalty: 5910.512207
	Iteration 77Q: 3 clusters Score -2.302199e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -23022056.000000 Penalty: 5910.512207
	Iteration 78Q: 3 clusters Score -2.302206e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -23022100.000000 Penalty: 5910.512207
	Iteration 79Q: 3 clusters Score -2.30221e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -23022092.000000 Penalty: 5910.512207
	Iteration 80F: 3 clusters Score -2.302209e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -23022008.000000 Penalty: 5910.512207
	Iteration 81Q: 3 clusters Score -2.302201e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 108868 members 
Entering Unmasked Estep 
Score: -23022090.000000 Penalty: 5910.512207
	Iteration 82Q: 3 clusters Score -2.302209e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -23022044.000000 Penalty: 5910.512207
	Iteration 83Q: 3 clusters Score -2.302204e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -23022034.000000 Penalty: 5910.512207
	Iteration 84Q: 3 clusters Score -2.302203e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -23022080.000000 Penalty: 5910.512207
	Iteration 85Q: 3 clusters Score -2.302208e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -23022140.000000 Penalty: 5910.512207
	Iteration 86Q: 3 clusters Score -2.302214e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -23022150.000000 Penalty: 5910.512207
	Iteration 87Q: 3 clusters Score -2.302215e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -23022238.000000 Penalty: 5910.512207
	Iteration 88Q: 3 clusters Score -2.302224e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 106000 members 
Entering Unmasked Estep 
Score: -23022228.000000 Penalty: 5910.512207
	Iteration 89Q: 3 clusters Score -2.302223e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -23022278.000000 Penalty: 5910.512207
	Iteration 90Q: 3 clusters Score -2.302228e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -23022322.000000 Penalty: 5910.512207
	Iteration 91Q: 3 clusters Score -2.302232e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 104571 members 
Entering Unmasked Estep 
Score: -23022382.000000 Penalty: 5910.512207
	Iteration 92Q: 3 clusters Score -2.302238e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -23022360.000000 Penalty: 5910.512207
	Iteration 93Q: 3 clusters Score -2.302236e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -23022346.000000 Penalty: 5910.512207
	Iteration 94Q: 3 clusters Score -2.302235e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -23022458.000000 Penalty: 5910.512207
	Iteration 95Q: 3 clusters Score -2.302246e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -23022524.000000 Penalty: 5910.512207
	Iteration 96Q: 3 clusters Score -2.302252e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -23022690.000000 Penalty: 5910.512207
	Iteration 97Q: 3 clusters Score -2.302269e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -23022842.000000 Penalty: 5910.512207
	Iteration 98Q: 3 clusters Score -2.302284e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -23022928.000000 Penalty: 5910.512207
	Iteration 99Q: 3 clusters Score -2.302293e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -23022992.000000 Penalty: 5910.512207
	Iteration 100F: 3 clusters Score -2.302299e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -23022952.000000 Penalty: 5910.512207
	Iteration 101Q: 3 clusters Score -2.302295e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -23023054.000000 Penalty: 5910.512207
	Iteration 102Q: 3 clusters Score -2.302305e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -23023094.000000 Penalty: 5910.512207
	Iteration 103Q: 3 clusters Score -2.302309e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -23023146.000000 Penalty: 5910.512207
	Iteration 104Q: 3 clusters Score -2.302315e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -23023332.000000 Penalty: 5910.512207
	Iteration 105Q: 3 clusters Score -2.302333e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 99086 members 
Entering Unmasked Estep 
Score: -23023388.000000 Penalty: 5910.512207
	Iteration 106Q: 3 clusters Score -2.302339e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -23023566.000000 Penalty: 5910.512207
	Iteration 107Q: 3 clusters Score -2.302357e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -23023694.000000 Penalty: 5910.512207
	Iteration 108Q: 3 clusters Score -2.302369e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -23023912.000000 Penalty: 5910.512207
	Iteration 109Q: 3 clusters Score -2.302391e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -23024098.000000 Penalty: 5910.512207
	Iteration 110Q: 3 clusters Score -2.30241e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -23024268.000000 Penalty: 5910.512207
	Iteration 111Q: 3 clusters Score -2.302427e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -23024564.000000 Penalty: 5910.512207
	Iteration 112Q: 3 clusters Score -2.302456e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -23024928.000000 Penalty: 5910.512207
	Iteration 113Q: 3 clusters Score -2.302493e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -23025300.000000 Penalty: 5910.512207
	Iteration 114Q: 3 clusters Score -2.30253e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -23025806.000000 Penalty: 5910.512207
	Iteration 115Q: 3 clusters Score -2.302581e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
Score: -23026304.000000 Penalty: 5910.512207
	Iteration 116Q: 3 clusters Score -2.30263e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -23026940.000000 Penalty: 5910.512207
	Iteration 117Q: 3 clusters Score -2.302694e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -23027546.000000 Penalty: 5910.512207
	Iteration 118Q: 3 clusters Score -2.302755e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -23028440.000000 Penalty: 5910.512207
	Iteration 119Q: 3 clusters Score -2.302844e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -23029288.000000 Penalty: 5910.512207
	Iteration 120F: 3 clusters Score -2.302929e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -23030022.000000 Penalty: 5910.512207
	Iteration 121Q: 3 clusters Score -2.303002e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -23030844.000000 Penalty: 5910.512207
	Iteration 122Q: 3 clusters Score -2.303084e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -23031592.000000 Penalty: 5910.512207
	Iteration 123Q: 3 clusters Score -2.303159e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -23032324.000000 Penalty: 5910.512207
	Iteration 124Q: 3 clusters Score -2.303232e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -23032874.000000 Penalty: 5910.512207
	Iteration 125Q: 3 clusters Score -2.303287e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -23033392.000000 Penalty: 5910.512207
	Iteration 126Q: 3 clusters Score -2.303339e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -23033816.000000 Penalty: 5910.512207
	Iteration 127Q: 3 clusters Score -2.303382e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -23034220.000000 Penalty: 5910.512207
	Iteration 128Q: 3 clusters Score -2.303422e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -23034492.000000 Penalty: 5910.512207
	Iteration 129Q: 3 clusters Score -2.303449e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -23034714.000000 Penalty: 5910.512207
	Iteration 130Q: 3 clusters Score -2.303471e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -23034804.000000 Penalty: 5910.512207
	Iteration 131Q: 3 clusters Score -2.30348e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -23034894.000000 Penalty: 5910.512207
	Iteration 132Q: 3 clusters Score -2.303489e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -23035070.000000 Penalty: 5910.512207
	Iteration 133Q: 3 clusters Score -2.303507e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -23035116.000000 Penalty: 5910.512207
	Iteration 134Q: 3 clusters Score -2.303512e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -23035248.000000 Penalty: 5910.512207
	Iteration 135Q: 3 clusters Score -2.303525e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -23035320.000000 Penalty: 5910.512207
	Iteration 136Q: 3 clusters Score -2.303532e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -23035330.000000 Penalty: 5910.512207
	Iteration 137Q: 3 clusters Score -2.303533e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -23035474.000000 Penalty: 5910.512207
	Iteration 138Q: 3 clusters Score -2.303547e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -23035516.000000 Penalty: 5910.512207
	Iteration 139Q: 3 clusters Score -2.303552e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -23035620.000000 Penalty: 5910.512207
	Iteration 140F: 3 clusters Score -2.303562e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -23035654.000000 Penalty: 5910.512207
	Iteration 141Q: 3 clusters Score -2.303565e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -23035702.000000 Penalty: 5910.512207
	Iteration 142Q: 3 clusters Score -2.30357e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -23035714.000000 Penalty: 5910.512207
	Iteration 143Q: 3 clusters Score -2.303571e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -23035804.000000 Penalty: 5910.512207
	Iteration 144Q: 3 clusters Score -2.30358e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -23035876.000000 Penalty: 5910.512207
	Iteration 145Q: 3 clusters Score -2.303588e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -23035866.000000 Penalty: 5910.512207
	Iteration 146Q: 3 clusters Score -2.303587e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -23035952.000000 Penalty: 5910.512207
	Iteration 147Q: 3 clusters Score -2.303595e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -23036016.000000 Penalty: 5910.512207
	Iteration 148Q: 3 clusters Score -2.303602e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -23036080.000000 Penalty: 5910.512207
	Iteration 149Q: 3 clusters Score -2.303608e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -23036238.000000 Penalty: 5910.512207
	Iteration 150Q: 3 clusters Score -2.303624e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85367 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -23036234.000000 Penalty: 5910.512207
	Iteration 151Q: 3 clusters Score -2.303623e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -23036308.000000 Penalty: 5910.512207
	Iteration 152Q: 3 clusters Score -2.303631e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -23036344.000000 Penalty: 5910.512207
	Iteration 153Q: 3 clusters Score -2.303634e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -23036378.000000 Penalty: 5910.512207
	Iteration 154Q: 3 clusters Score -2.303638e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -23036448.000000 Penalty: 5910.512207
	Iteration 155Q: 3 clusters Score -2.303645e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -23036476.000000 Penalty: 5910.512207
	Iteration 156Q: 3 clusters Score -2.303648e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -23036530.000000 Penalty: 5910.512207
	Iteration 157Q: 3 clusters Score -2.303653e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -23036548.000000 Penalty: 5910.512207
	Iteration 158Q: 3 clusters Score -2.303655e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -23036550.000000 Penalty: 5910.512207
	Iteration 159Q: 3 clusters Score -2.303655e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -23036604.000000 Penalty: 5910.512207
	Iteration 160F: 3 clusters Score -2.30366e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -23036608.000000 Penalty: 5910.512207
	Iteration 161Q: 3 clusters Score -2.303661e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -23036680.000000 Penalty: 5910.512207
	Iteration 162Q: 3 clusters Score -2.303668e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -23036700.000000 Penalty: 5910.512207
	Iteration 163Q: 3 clusters Score -2.30367e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -23036754.000000 Penalty: 5910.512207
	Iteration 164Q: 3 clusters Score -2.303675e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -23036806.000000 Penalty: 5910.512207
	Iteration 165Q: 3 clusters Score -2.303681e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91097 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -23036790.000000 Penalty: 5910.512207
	Iteration 166Q: 3 clusters Score -2.303679e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -23036818.000000 Penalty: 5910.512207
	Iteration 167Q: 3 clusters Score -2.303682e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -23036784.000000 Penalty: 5910.512207
	Iteration 168Q: 3 clusters Score -2.303678e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -23036830.000000 Penalty: 5910.512207
	Iteration 169Q: 3 clusters Score -2.303683e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -23036788.000000 Penalty: 5910.512207
	Iteration 170Q: 3 clusters Score -2.303679e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -23036864.000000 Penalty: 5910.512207
	Iteration 171Q: 3 clusters Score -2.303686e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -23036872.000000 Penalty: 5910.512207
	Iteration 172Q: 3 clusters Score -2.303687e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -23036904.000000 Penalty: 5910.512207
	Iteration 173Q: 3 clusters Score -2.30369e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -23036884.000000 Penalty: 5910.512207
	Iteration 174Q: 3 clusters Score -2.303688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -23036888.000000 Penalty: 5910.512207
	Iteration 175Q: 3 clusters Score -2.303689e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -23036904.000000 Penalty: 5910.512207
	Iteration 176Q: 3 clusters Score -2.30369e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -23036918.000000 Penalty: 5910.512207
	Iteration 177Q: 3 clusters Score -2.303692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -23036932.000000 Penalty: 5910.512207
	Iteration 178Q: 3 clusters Score -2.303693e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -23036910.000000 Penalty: 5910.512207
	Iteration 179Q: 3 clusters Score -2.303691e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -23036940.000000 Penalty: 5910.512207
	Iteration 180F: 3 clusters Score -2.303694e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -23036906.000000 Penalty: 5910.512207
	Iteration 181Q: 3 clusters Score -2.303691e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -23036930.000000 Penalty: 5910.512207
	Iteration 182Q: 3 clusters Score -2.303693e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -23036926.000000 Penalty: 5910.512207
	Iteration 183Q: 3 clusters Score -2.303693e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -23036986.000000 Penalty: 5910.512207
	Iteration 184Q: 3 clusters Score -2.303699e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -23036990.000000 Penalty: 5910.512207
	Iteration 185Q: 3 clusters Score -2.303699e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -23037006.000000 Penalty: 5910.512207
	Iteration 186Q: 3 clusters Score -2.303701e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -23037034.000000 Penalty: 5910.512207
	Iteration 187Q: 3 clusters Score -2.303703e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -23037048.000000 Penalty: 5910.512207
	Iteration 188Q: 3 clusters Score -2.303705e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -23037096.000000 Penalty: 5910.512207
	Iteration 189Q: 3 clusters Score -2.30371e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -23037096.000000 Penalty: 5910.512207
	Iteration 190Q: 3 clusters Score -2.30371e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -23037142.000000 Penalty: 5910.512207
	Iteration 191Q: 3 clusters Score -2.303714e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -23037132.000000 Penalty: 5910.512207
	Iteration 192Q: 3 clusters Score -2.303713e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -23037022.000000 Penalty: 5910.512207
	Iteration 193Q: 3 clusters Score -2.303702e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -23036976.000000 Penalty: 5910.512207
	Iteration 194Q: 3 clusters Score -2.303698e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -23036888.000000 Penalty: 5910.512207
	Iteration 195Q: 3 clusters Score -2.303689e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -23036798.000000 Penalty: 5910.512207
	Iteration 196Q: 3 clusters Score -2.30368e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -23036454.000000 Penalty: 5910.512207
	Iteration 197Q: 3 clusters Score -2.303645e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -23036172.000000 Penalty: 5910.512207
	Iteration 198Q: 3 clusters Score -2.303617e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -23035846.000000 Penalty: 5910.512207
	Iteration 199Q: 3 clusters Score -2.303585e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -23035340.000000 Penalty: 5910.512207
	Iteration 200F: 3 clusters Score -2.303534e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -23034774.000000 Penalty: 5910.512207
	Iteration 201Q: 3 clusters Score -2.303477e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113136 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -23034152.000000 Penalty: 5910.512207
	Iteration 202Q: 3 clusters Score -2.303415e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -23033490.000000 Penalty: 5910.512207
	Iteration 203Q: 3 clusters Score -2.303349e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -23032520.000000 Penalty: 5910.512207
	Iteration 204Q: 3 clusters Score -2.303252e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -23031656.000000 Penalty: 5910.512207
	Iteration 205Q: 3 clusters Score -2.303166e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122064 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -23030550.000000 Penalty: 5910.512207
	Iteration 206Q: 3 clusters Score -2.303055e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -23029446.000000 Penalty: 5910.512207
	Iteration 207Q: 3 clusters Score -2.302945e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -23028392.000000 Penalty: 5910.512207
	Iteration 208Q: 3 clusters Score -2.302839e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129113 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -23027210.000000 Penalty: 5910.512207
	Iteration 209Q: 3 clusters Score -2.302721e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -23026014.000000 Penalty: 5910.512207
	Iteration 210Q: 3 clusters Score -2.302601e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133660 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -23024870.000000 Penalty: 5910.512207
	Iteration 211Q: 3 clusters Score -2.302487e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -23023654.000000 Penalty: 5910.512207
	Iteration 212Q: 3 clusters Score -2.302365e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137870 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -23022354.000000 Penalty: 5910.512207
	Iteration 213Q: 3 clusters Score -2.302235e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139752 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -23021580.000000 Penalty: 5910.512207
	Iteration 214Q: 3 clusters Score -2.302158e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -23020954.000000 Penalty: 5910.512207
	Iteration 215Q: 3 clusters Score -2.302095e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -23020370.000000 Penalty: 5910.512207
	Iteration 216Q: 3 clusters Score -2.302037e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -23019860.000000 Penalty: 5910.512207
	Iteration 217Q: 3 clusters Score -2.301986e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -23019492.000000 Penalty: 5910.512207
	Iteration 218Q: 3 clusters Score -2.301949e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146174 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -23019176.000000 Penalty: 5910.512207
	Iteration 219Q: 3 clusters Score -2.301918e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -23019054.000000 Penalty: 5910.512207
	Iteration 220F: 3 clusters Score -2.301905e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -23018824.000000 Penalty: 5910.512207
	Iteration 221Q: 3 clusters Score -2.301882e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -23018790.000000 Penalty: 5910.512207
	Iteration 222Q: 3 clusters Score -2.301879e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148072 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -23018702.000000 Penalty: 5910.512207
	Iteration 223Q: 3 clusters Score -2.30187e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -23018654.000000 Penalty: 5910.512207
	Iteration 224Q: 3 clusters Score -2.301865e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23018578.000000 Penalty: 5910.512207
	Iteration 225Q: 3 clusters Score -2.301858e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -23018524.000000 Penalty: 5910.512207
	Iteration 226Q: 3 clusters Score -2.301852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23018540.000000 Penalty: 5910.512207
	Iteration 227Q: 3 clusters Score -2.301854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148665 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -23018534.000000 Penalty: 5910.512207
	Iteration 228Q: 3 clusters Score -2.301853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23018536.000000 Penalty: 5910.512207
	Iteration 229Q: 3 clusters Score -2.301854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23018560.000000 Penalty: 5910.512207
	Iteration 230Q: 3 clusters Score -2.301856e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -23018570.000000 Penalty: 5910.512207
	Iteration 231Q: 3 clusters Score -2.301857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23018594.000000 Penalty: 5910.512207
	Iteration 232Q: 3 clusters Score -2.301859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23018562.000000 Penalty: 5910.512207
	Iteration 233Q: 3 clusters Score -2.301856e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148858 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23018568.000000 Penalty: 5910.512207
	Iteration 234Q: 3 clusters Score -2.301857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148874 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -23018586.000000 Penalty: 5910.512207
	Iteration 235Q: 3 clusters Score -2.301859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148890 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -23018568.000000 Penalty: 5910.512207
	Iteration 236Q: 3 clusters Score -2.301857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148900 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23018570.000000 Penalty: 5910.512207
	Iteration 237Q: 3 clusters Score -2.301857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148902 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23018588.000000 Penalty: 5910.512207
	Iteration 238Q: 3 clusters Score -2.301859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -23018598.000000 Penalty: 5910.512207
	Iteration 239Q: 3 clusters Score -2.30186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23018584.000000 Penalty: 5910.512207
	Iteration 240F: 3 clusters Score -2.301858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23018584.000000 Penalty: 5910.512207
	Iteration 241Q: 3 clusters Score -2.301858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23018588.000000 Penalty: 5910.512207
	Iteration 242Q: 3 clusters Score -2.301859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23018584.000000 Penalty: 5910.512207
	Iteration 243Q: 3 clusters Score -2.301858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23018580.000000 Penalty: 5910.512207
	Iteration 244Q: 3 clusters Score -2.301858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -23018590.000000 Penalty: 5910.512207
	Iteration 245Q: 3 clusters Score -2.301859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23018578.000000 Penalty: 5910.512207
	Iteration 246Q: 3 clusters Score -2.301858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -23018568.000000 Penalty: 5910.512207
	Iteration 247Q: 3 clusters Score -2.301857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148932 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23018586.000000 Penalty: 5910.512207
	Iteration 248Q: 3 clusters Score -2.301859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23018592.000000 Penalty: 5910.512207
	Iteration 249Q: 3 clusters Score -2.301859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23018574.000000 Penalty: 5910.512207
	Iteration 250Q: 3 clusters Score -2.301857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23018570.000000 Penalty: 5910.512207
	Iteration 251Q: 3 clusters Score -2.301857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -23018556.000000 Penalty: 5910.512207
	Iteration 252Q: 3 clusters Score -2.301856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -23018550.000000 Penalty: 5910.512207
	Iteration 253Q: 3 clusters Score -2.301855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148965 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23018578.000000 Penalty: 5910.512207
	Iteration 254Q: 3 clusters Score -2.301858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23018562.000000 Penalty: 5910.512207
	Iteration 255Q: 3 clusters Score -2.301856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23018572.000000 Penalty: 5910.512207
	Iteration 256Q: 3 clusters Score -2.301857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -23018588.000000 Penalty: 5910.512207
	Iteration 257Q: 3 clusters Score -2.301859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23018580.000000 Penalty: 5910.512207
	Iteration 258Q: 3 clusters Score -2.301858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -23018566.000000 Penalty: 5910.512207
	Iteration 259Q: 3 clusters Score -2.301857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148974 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -23018578.000000 Penalty: 5910.512207
	Iteration 260F: 3 clusters Score -2.301858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -95010.015625 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -95010.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93352.125000 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -93352.12 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93797.750000 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -93797.75 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94087.882812 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -94087.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94259.570312 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -94259.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94422.046875 Penalty: 3329.626465
	Iteration 4F: 3 clusters Score -94422.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94500.820312 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -94500.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94549.218750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -94549.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -94590.171875 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -94590.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94658.304688 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -94658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94700.742188 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -94700.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94736.632812 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -94736.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -94760.398438 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -94760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94765.476562 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -94765.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -94773.039062 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -94773.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94775.953125 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -94775.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94777.773438 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -94777.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94783.914062 Penalty: 3329.626465
	Iteration 16F: 3 clusters Score -94783.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -94809.484375 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -94809.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94812.687500 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -94812.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94812.687500 Penalty: 3329.626465
	Iteration 19F: 3 clusters Score -94812.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -50331.613281 Penalty: 1492.611084
	Iteration 0F: 2 clusters Score -50331.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49058.808594 Penalty: 2985.222168
	Iteration 0F: 3 clusters Score -49058.81 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49371.667969 Penalty: 2985.222168
	Iteration 1F: 3 clusters Score -49371.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49560.472656 Penalty: 2985.222168
	Iteration 2F: 3 clusters Score -49560.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49674.628906 Penalty: 2985.222168
	Iteration 3F: 3 clusters Score -49674.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49735.226562 Penalty: 2985.222168
	Iteration 4Q: 3 clusters Score -49735.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49770.718750 Penalty: 2985.222168
	Iteration 5Q: 3 clusters Score -49770.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49792.164062 Penalty: 2985.222168
	Iteration 6Q: 3 clusters Score -49792.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49798.308594 Penalty: 2985.222168
	Iteration 7Q: 3 clusters Score -49798.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49806.593750 Penalty: 2985.222168
	Iteration 8Q: 3 clusters Score -49806.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49823.589844 Penalty: 2985.222168
	Iteration 9Q: 3 clusters Score -49823.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49852.089844 Penalty: 2985.222168
	Iteration 10Q: 3 clusters Score -49852.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49889.140625 Penalty: 2985.222168
	Iteration 11Q: 3 clusters Score -49889.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49941.738281 Penalty: 2985.222168
	Iteration 12Q: 3 clusters Score -49941.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50008.339844 Penalty: 2985.222168
	Iteration 13Q: 3 clusters Score -50008.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50029.988281 Penalty: 2985.222168
	Iteration 14Q: 3 clusters Score -50029.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50032.089844 Penalty: 2985.222168
	Iteration 15F: 3 clusters Score -50032.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50062.871094 Penalty: 2985.222168
	Iteration 16Q: 3 clusters Score -50062.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50065.285156 Penalty: 2985.222168
	Iteration 17Q: 3 clusters Score -50065.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50095.187500 Penalty: 2985.222168
	Iteration 18Q: 3 clusters Score -50095.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50126.593750 Penalty: 2985.222168
	Iteration 19Q: 3 clusters Score -50126.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50168.046875 Penalty: 2985.222168
	Iteration 20F: 3 clusters Score -50168.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50203.523438 Penalty: 2985.222168
	Iteration 21Q: 3 clusters Score -50203.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50219.261719 Penalty: 2985.222168
	Iteration 22Q: 3 clusters Score -50219.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50258.542969 Penalty: 2985.222168
	Iteration 23Q: 3 clusters Score -50258.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50313.175781 Penalty: 2985.222168
	Iteration 24Q: 3 clusters Score -50313.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50317.542969 Penalty: 2985.222168
	Iteration 25Q: 3 clusters Score -50317.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50336.773438 Penalty: 2985.222168
	Iteration 26Q: 3 clusters Score -50336.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50359.058594 Penalty: 2985.222168
	Iteration 27Q: 3 clusters Score -50359.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50364.562500 Penalty: 2985.222168
	Iteration 28Q: 3 clusters Score -50364.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50367.863281 Penalty: 2985.222168
	Iteration 29Q: 3 clusters Score -50367.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50367.863281 Penalty: 2985.222168
	Iteration 30F: 3 clusters Score -50367.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51175 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149695 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 135 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1024 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
Score: -104116840.000000 Penalty: 126803.226562
Splitting cluster 33 changes total score from -104119256.000000 to -104116840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -374046.718750 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -374046.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -371092.062500 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -371092.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -371685.406250 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -371685.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -371810.687500 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -371810.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -371900.531250 Penalty: 3892.102539
	Iteration 3Q: 3 clusters Score -371900.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -371959.906250 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -371959.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -372006.218750 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -372006.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372033.687500 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -372033.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -372060.625000 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -372060.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -372078.937500 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -372078.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -372092.281250 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -372092.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -372102.187500 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -372102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -372111.125000 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -372111.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -372121.406250 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -372121.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -372133.187500 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -372133.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -372147.875000 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -372147.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -372160.375000 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -372160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -372176.343750 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -372176.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -372189.968750 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -372190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -372200.625000 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -372200.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -372214.718750 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -372214.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -372225.656250 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -372225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -372233.656250 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -372233.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -372242.500000 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -372242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -372248.937500 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -372248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -372255.187500 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -372255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -372262.843750 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -372262.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -372274.468750 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -372274.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -372281.750000 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -372281.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -372287.437500 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -372287.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -372295.125000 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -372295.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -372303.437500 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -372303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -372313.093750 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -372313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -372330.843750 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -372330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -372345.656250 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -372345.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -372360.093750 Penalty: 3892.102539
	Iteration 34Q: 3 clusters Score -372360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -372371.500000 Penalty: 3892.102539
	Iteration 35Q: 3 clusters Score -372371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -372386.125000 Penalty: 3892.102539
	Iteration 36Q: 3 clusters Score -372386.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -372397.531250 Penalty: 3892.102539
	Iteration 37Q: 3 clusters Score -372397.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -372404.062500 Penalty: 3892.102539
	Iteration 38Q: 3 clusters Score -372404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -372413.875000 Penalty: 3892.102539
	Iteration 39Q: 3 clusters Score -372413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -372426.281250 Penalty: 3892.102539
	Iteration 40F: 3 clusters Score -372426.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -372438.375000 Penalty: 3892.102539
	Iteration 41Q: 3 clusters Score -372438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -372446.500000 Penalty: 3892.102539
	Iteration 42Q: 3 clusters Score -372446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -372453.687500 Penalty: 3892.102539
	Iteration 43Q: 3 clusters Score -372453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -372460.718750 Penalty: 3892.102539
	Iteration 44Q: 3 clusters Score -372460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -372468.531250 Penalty: 3892.102539
	Iteration 45Q: 3 clusters Score -372468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -372472.906250 Penalty: 3892.102539
	Iteration 46Q: 3 clusters Score -372472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -372475.531250 Penalty: 3892.102539
	Iteration 47Q: 3 clusters Score -372475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -372478.875000 Penalty: 3892.102539
	Iteration 48Q: 3 clusters Score -372478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -372480.406250 Penalty: 3892.102539
	Iteration 49Q: 3 clusters Score -372480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -372480.593750 Penalty: 3892.102539
	Iteration 50Q: 3 clusters Score -372480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -372482.750000 Penalty: 3892.102539
	Iteration 51Q: 3 clusters Score -372482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -372483.968750 Penalty: 3892.102539
	Iteration 52Q: 3 clusters Score -372484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -372487.500000 Penalty: 3892.102539
	Iteration 53Q: 3 clusters Score -372487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -372489.593750 Penalty: 3892.102539
	Iteration 54Q: 3 clusters Score -372489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -372495.218750 Penalty: 3892.102539
	Iteration 55Q: 3 clusters Score -372495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -372498.906250 Penalty: 3892.102539
	Iteration 56Q: 3 clusters Score -372498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -372502.687500 Penalty: 3892.102539
	Iteration 57Q: 3 clusters Score -372502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -372506.656250 Penalty: 3892.102539
	Iteration 58Q: 3 clusters Score -372506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -372508.937500 Penalty: 3892.102539
	Iteration 59Q: 3 clusters Score -372508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -372511.187500 Penalty: 3892.102539
	Iteration 60F: 3 clusters Score -372511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -372511.906250 Penalty: 3892.102539
	Iteration 61Q: 3 clusters Score -372511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -372511.906250 Penalty: 3892.102539
	Iteration 62F: 3 clusters Score -372511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Entering Unmasked Estep 
Score: -2915053.750000 Penalty: 2447.319336
	Iteration 0F: 2 clusters Score -2915054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2901406.750000 Penalty: 4894.638672
	Iteration 0F: 3 clusters Score -2901407 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2906064.750000 Penalty: 4894.638672
	Iteration 1F: 3 clusters Score -2906065 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2906461.500000 Penalty: 4894.638672
	Iteration 2F: 3 clusters Score -2906462 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2906736.750000 Penalty: 4894.638672
	Iteration 3Q: 3 clusters Score -2906737 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2906974.750000 Penalty: 4894.638672
	Iteration 4Q: 3 clusters Score -2906975 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2907227.750000 Penalty: 4894.638672
	Iteration 5Q: 3 clusters Score -2907228 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2907511.000000 Penalty: 4894.638672
	Iteration 6Q: 3 clusters Score -2907511 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2907887.500000 Penalty: 4894.638672
	Iteration 7Q: 3 clusters Score -2907888 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2908363.000000 Penalty: 4894.638672
	Iteration 8Q: 3 clusters Score -2908363 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2909006.250000 Penalty: 4894.638672
	Iteration 9Q: 3 clusters Score -2909006 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2909770.750000 Penalty: 4894.638672
	Iteration 10F: 3 clusters Score -2909771 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2910539.250000 Penalty: 4894.638672
	Iteration 11F: 3 clusters Score -2910539 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2911297.750000 Penalty: 4894.638672
	Iteration 12Q: 3 clusters Score -2911298 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2911905.750000 Penalty: 4894.638672
	Iteration 13Q: 3 clusters Score -2911906 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2912274.500000 Penalty: 4894.638672
	Iteration 14Q: 3 clusters Score -2912274 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2912517.750000 Penalty: 4894.638672
	Iteration 15Q: 3 clusters Score -2912518 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2912656.250000 Penalty: 4894.638672
	Iteration 16Q: 3 clusters Score -2912656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2912787.500000 Penalty: 4894.638672
	Iteration 17Q: 3 clusters Score -2912788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2912857.750000 Penalty: 4894.638672
	Iteration 18Q: 3 clusters Score -2912858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2912908.250000 Penalty: 4894.638672
	Iteration 19Q: 3 clusters Score -2912908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2912937.750000 Penalty: 4894.638672
	Iteration 20F: 3 clusters Score -2912938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2912957.000000 Penalty: 4894.638672
	Iteration 21Q: 3 clusters Score -2912957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2912969.500000 Penalty: 4894.638672
	Iteration 22Q: 3 clusters Score -2912970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2912978.250000 Penalty: 4894.638672
	Iteration 23Q: 3 clusters Score -2912978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2912979.500000 Penalty: 4894.638672
	Iteration 24Q: 3 clusters Score -2912980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2912989.500000 Penalty: 4894.638672
	Iteration 25Q: 3 clusters Score -2912990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2912994.500000 Penalty: 4894.638672
	Iteration 26Q: 3 clusters Score -2912994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2912994.750000 Penalty: 4894.638672
	Iteration 27Q: 3 clusters Score -2912995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2913001.250000 Penalty: 4894.638672
	Iteration 28Q: 3 clusters Score -2913001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2913003.000000 Penalty: 4894.638672
	Iteration 29Q: 3 clusters Score -2913003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2913015.750000 Penalty: 4894.638672
	Iteration 30Q: 3 clusters Score -2913016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2913021.250000 Penalty: 4894.638672
	Iteration 31Q: 3 clusters Score -2913021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2913026.750000 Penalty: 4894.638672
	Iteration 32Q: 3 clusters Score -2913027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2913033.000000 Penalty: 4894.638672
	Iteration 33Q: 3 clusters Score -2913033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2913035.500000 Penalty: 4894.638672
	Iteration 34Q: 3 clusters Score -2913036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2913039.250000 Penalty: 4894.638672
	Iteration 35Q: 3 clusters Score -2913039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2913044.000000 Penalty: 4894.638672
	Iteration 36Q: 3 clusters Score -2913044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2913044.000000 Penalty: 4894.638672
	Iteration 37F: 3 clusters Score -2913044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -141731.343750 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -141731.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139738.828125 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -139738.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140104.828125 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -140104.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140243.328125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -140243.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140308.828125 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -140308.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140352.140625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -140352.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140373.140625 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -140373.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140386.593750 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -140386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -140397.406250 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -140397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -140408.093750 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -140408.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140416.421875 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -140416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140428.625000 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -140428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -140438.218750 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -140438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140442.468750 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -140442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140444.484375 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -140444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140444.812500 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -140444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -140445.703125 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -140445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -140446.343750 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -140446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -140447.593750 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -140447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -140447.593750 Penalty: 3497.290771
	Iteration 18F: 3 clusters Score -140447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -137269.703125 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -137269.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135357.609375 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -135357.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135873.187500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -135873.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136328.046875 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -136328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136688.562500 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -136688.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137162.265625 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -137162.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137986.390625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -137986.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -138229.921875 Penalty: 3438.010010
	Iteration 6F: 3 clusters Score -138229.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138477.093750 Penalty: 3438.010010
	Iteration 7F: 3 clusters Score -138477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138742.125000 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -138742.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -138852.156250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -138852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -138894.015625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -138894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138924.156250 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -138924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138956.640625 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -138956.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139012.046875 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -139012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -139055.578125 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -139055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -139083.343750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -139083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -139106.031250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -139106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -139137.796875 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -139137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -139199.375000 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -139199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139234.156250 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -139234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139265.390625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -139265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139310.203125 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -139310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -139329.640625 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -139329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -139342.109375 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -139342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -139353.703125 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -139353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -139365.593750 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -139365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -139387.234375 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -139387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -139430.484375 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -139430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -139469.781250 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -139469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -139514.140625 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -139514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -139575.234375 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -139575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -139636.718750 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -139636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -139702.093750 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -139702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -139933.156250 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -139933.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -140002.281250 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -140002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -140002.281250 Penalty: 3438.010010
	Iteration 35F: 3 clusters Score -140002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51175 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149695 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
Score: -104119888.000000 Penalty: 126803.226562
Splitting cluster 37 changes total score from -104119256.000000 to -104119888.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 209926 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11808 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51175 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18255 members 
Mstep: Class 11 contains 7130 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26847 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37440 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149695 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19307 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119976.000000 Penalty: 126803.226562
Iteration 119Q: 39 clusters Score -1.0412e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 210375 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 11428 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51357 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18227 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 16086 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37448 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 149458 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2559 members 
Mstep: Class 35 contains 19326 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121208.000000 Penalty: 126803.226562
Iteration 120F: 39 clusters Score -1.041212e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210824 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 42216 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51529 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18175 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 37452 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 2304 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 151050 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 19342 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119928.000000 Penalty: 126803.226562
Iteration 121Q: 39 clusters Score -1.041199e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210814 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 15350 members 
Mstep: Class 4 contains 42208 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 7080 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 26858 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 203 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 135 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 2299 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 1344 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 152531 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2549 members 
Mstep: Class 35 contains 19359 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119480.000000 Penalty: 126803.226562
Iteration 122Q: 39 clusters Score -1.041195e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210567 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 42208 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 51888 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18124 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 12596 members 
Mstep: Class 13 contains 26863 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37459 members 
Mstep: Class 20 contains 136 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4304 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 153916 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 19376 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119200.000000 Penalty: 126803.226562
Iteration 123Q: 39 clusters Score -1.041192e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210236 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 42202 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 51997 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18120 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 12593 members 
Mstep: Class 13 contains 26872 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16092 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37458 members 
Mstep: Class 20 contains 137 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 3338 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 155224 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 19400 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119088.000000 Penalty: 126803.226562
Iteration 124Q: 39 clusters Score -1.041191e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209885 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 42191 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52091 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 26877 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16094 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37465 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 156387 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2546 members 
Mstep: Class 35 contains 19434 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118912.000000 Penalty: 126803.226562
Iteration 125Q: 39 clusters Score -1.041189e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 42185 members 
Mstep: Class 5 contains 4047 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52148 members 
Mstep: Class 8 contains 3180 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 12593 members 
Mstep: Class 13 contains 26880 members 
Mstep: Class 14 contains 22013 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15389 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 3342 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 157331 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2546 members 
Mstep: Class 35 contains 19467 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118720.000000 Penalty: 126803.226562
Iteration 126Q: 39 clusters Score -1.041187e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209382 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 42175 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52192 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18068 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 26880 members 
Mstep: Class 14 contains 22014 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 37480 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 158185 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2546 members 
Mstep: Class 35 contains 19498 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118408.000000 Penalty: 126803.226562
Iteration 127Q: 39 clusters Score -1.041184e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209202 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 15321 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52248 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18050 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 22011 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37475 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3500 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 158857 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 19531 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3291.537598 but Gain 3336.929688
Score: -104118632.000000 Penalty: 123466.296875
Iteration 128Q: 38 clusters Score -1.041186e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209092 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 42172 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52304 members 
Mstep: Class 8 contains 2959 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 12636 members 
Mstep: Class 13 contains 26881 members 
Mstep: Class 14 contains 22011 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16077 members 
Mstep: Class 17 contains 15389 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37482 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3217 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3501 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 4320 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161852 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2546 members 
Mstep: Class 35 contains 19563 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120128.000000 Penalty: 123466.296875
Iteration 129Q: 38 clusters Score -1.041201e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209290 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 15331 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52436 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18054 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 12632 members 
Mstep: Class 13 contains 26873 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16073 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37497 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 3233 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161884 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2546 members 
Mstep: Class 35 contains 19602 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119560.000000 Penalty: 123466.296875
Iteration 130Q: 38 clusters Score -1.041196e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52536 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 18027 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 26881 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16079 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37516 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 4283 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161741 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2545 members 
Mstep: Class 35 contains 19627 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118960.000000 Penalty: 123466.296875
Iteration 131Q: 38 clusters Score -1.04119e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 209979 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 42155 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52668 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17992 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16086 members 
Mstep: Class 17 contains 15385 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37538 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161466 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2548 members 
Mstep: Class 35 contains 19658 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118792.000000 Penalty: 123466.296875
Iteration 132Q: 38 clusters Score -1.041188e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210395 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 52805 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17936 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 12614 members 
Mstep: Class 13 contains 26877 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16096 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37550 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1346 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161064 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 19697 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3250.089355 but Gain 3336.921875
Score: -104118304.000000 Penalty: 120129.375000
Iteration 133Q: 37 clusters Score -1.041183e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210737 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 15405 members 
Mstep: Class 4 contains 42159 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 53003 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17996 members 
Mstep: Class 11 contains 6715 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 22011 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 37576 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 3307 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 4333 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 162298 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 19730 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119408.000000 Penalty: 120129.375000
Iteration 134Q: 37 clusters Score -1.041194e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 210888 members 
Mstep: Class 2 contains 2688 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 42164 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 53237 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 17949 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 26899 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 37592 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 3330 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161947 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 19764 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119432.000000 Penalty: 120129.375000
Iteration 135Q: 37 clusters Score -1.041194e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 211182 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 15405 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 53470 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 17889 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16139 members 
Mstep: Class 17 contains 15388 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37604 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 161457 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 19797 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118864.000000 Penalty: 120129.375000
Iteration 136Q: 37 clusters Score -1.041189e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 211620 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 53689 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 17843 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 26902 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16142 members 
Mstep: Class 17 contains 15389 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3395 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1347 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 160805 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 19819 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118680.000000 Penalty: 120129.375000
Iteration 137Q: 37 clusters Score -1.041187e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 212148 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 53914 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 17784 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 12599 members 
Mstep: Class 13 contains 26906 members 
Mstep: Class 14 contains 22016 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16146 members 
Mstep: Class 17 contains 15390 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37627 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 3427 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 1349 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 160070 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2550 members 
Mstep: Class 35 contains 19839 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118600.000000 Penalty: 120129.375000
Iteration 138Q: 37 clusters Score -1.041186e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 212696 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 15438 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 54191 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 12594 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22021 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16156 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37628 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 3456 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1349 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 159253 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2551 members 
Mstep: Class 35 contains 19859 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118320.000000 Penalty: 120129.375000
Iteration 139Q: 37 clusters Score -1.041183e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 213283 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 42165 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 54486 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 26925 members 
Mstep: Class 14 contains 22035 members 
Mstep: Class 15 contains 202 members 
Mstep: Class 16 contains 16160 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 37626 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 3357 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1349 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 158401 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 19883 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117632.000000 Penalty: 120129.375000
Iteration 140F: 37 clusters Score -1.041176e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 213803 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 15461 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 54844 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 17630 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 26932 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 203 members 
Mstep: Class 16 contains 16163 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2504 members 
Mstep: Class 19 contains 37621 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 3512 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1350 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 157546 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2555 members 
Mstep: Class 35 contains 19900 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117200.000000 Penalty: 120129.375000
Iteration 141Q: 37 clusters Score -1.041172e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 214276 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 42167 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 55209 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 17577 members 
Mstep: Class 11 contains 6422 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 22055 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 16164 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37619 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 3548 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1352 members 
Mstep: Class 28 contains 4281 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 156733 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 19931 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116920.000000 Penalty: 120129.375000
Iteration 142Q: 37 clusters Score -1.041169e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 214690 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 42171 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55601 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 17537 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26939 members 
Mstep: Class 14 contains 22057 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16172 members 
Mstep: Class 17 contains 15396 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37624 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 3588 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4284 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 155918 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 19959 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116432.000000 Penalty: 120129.375000
Iteration 143Q: 37 clusters Score -1.041164e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 214955 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 42169 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56037 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 17509 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 26945 members 
Mstep: Class 14 contains 22079 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16183 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 2507 members 
Mstep: Class 19 contains 37611 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 3629 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3499 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 155192 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2557 members 
Mstep: Class 35 contains 20001 members 
Mstep: Class 36 contains 1159 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116408.000000 Penalty: 120129.375000
Iteration 144Q: 37 clusters Score -1.041164e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215248 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56467 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 17469 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 22095 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16190 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 37602 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3678 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3497 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 154463 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 20051 members 
Mstep: Class 36 contains 1160 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116352.000000 Penalty: 120129.375000
Iteration 145Q: 37 clusters Score -1.041164e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215567 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 42165 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56875 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 26933 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16198 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 37595 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3735 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3496 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4280 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 153729 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2559 members 
Mstep: Class 35 contains 20112 members 
Mstep: Class 36 contains 1162 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115904.000000 Penalty: 120129.375000
Iteration 146Q: 37 clusters Score -1.041159e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215788 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 15521 members 
Mstep: Class 4 contains 42164 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57295 members 
Mstep: Class 9 contains 3352 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 26937 members 
Mstep: Class 14 contains 22114 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16217 members 
Mstep: Class 17 contains 15395 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 37591 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3802 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4282 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 153067 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2563 members 
Mstep: Class 35 contains 20165 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115736.000000 Penalty: 120129.375000
Iteration 147Q: 37 clusters Score -1.041157e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215984 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 15544 members 
Mstep: Class 4 contains 42157 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57709 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 17334 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 12495 members 
Mstep: Class 13 contains 26947 members 
Mstep: Class 14 contains 22124 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 37589 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3870 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3490 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4282 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 152421 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 20211 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115128.000000 Penalty: 120129.375000
Iteration 148Q: 37 clusters Score -1.041151e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 216102 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 15553 members 
Mstep: Class 4 contains 42147 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58142 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 17286 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 12492 members 
Mstep: Class 13 contains 26946 members 
Mstep: Class 14 contains 22128 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15392 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 37597 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 151851 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 20258 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114920.000000 Penalty: 120129.375000
Iteration 149Q: 37 clusters Score -1.041149e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 216203 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 42144 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58583 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 17251 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 12485 members 
Mstep: Class 13 contains 26937 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37604 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 3993 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4290 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 151299 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2552 members 
Mstep: Class 35 contains 20298 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114832.000000 Penalty: 120129.375000
Iteration 150Q: 37 clusters Score -1.041148e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 216233 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 15560 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59090 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 17200 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 26939 members 
Mstep: Class 14 contains 22135 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37608 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4057 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3487 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 150761 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 20342 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114616.000000 Penalty: 120129.375000
Iteration 151Q: 37 clusters Score -1.041146e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 216191 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 15565 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59621 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 17179 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 12 contains 12472 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 22130 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37606 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 3370 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3489 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4288 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 150258 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2553 members 
Mstep: Class 35 contains 20384 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114376.000000 Penalty: 120129.375000
Iteration 152Q: 37 clusters Score -1.041144e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 216051 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 15566 members 
Mstep: Class 4 contains 42138 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60198 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 17157 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 26940 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 37613 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2855 members 
Mstep: Class 23 contains 4197 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3490 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 149783 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2556 members 
Mstep: Class 35 contains 20426 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114720.000000 Penalty: 120129.375000
Iteration 153Q: 37 clusters Score -1.041147e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215935 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 15564 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60739 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 12447 members 
Mstep: Class 13 contains 26933 members 
Mstep: Class 14 contains 22135 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 37602 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2855 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 3376 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3489 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4284 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 149304 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2560 members 
Mstep: Class 35 contains 20480 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114800.000000 Penalty: 120129.375000
Iteration 154Q: 37 clusters Score -1.041148e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 15567 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61278 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 17095 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 12447 members 
Mstep: Class 13 contains 26933 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 37594 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 3379 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 148887 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2561 members 
Mstep: Class 35 contains 20526 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115160.000000 Penalty: 120129.375000
Iteration 155Q: 37 clusters Score -1.041152e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215473 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 42137 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61808 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 17073 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 26930 members 
Mstep: Class 14 contains 22138 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15399 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 37596 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 3380 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3483 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4295 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 148541 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 20567 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115432.000000 Penalty: 120129.375000
Iteration 156Q: 37 clusters Score -1.041154e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 215188 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 3 contains 15575 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62368 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 12447 members 
Mstep: Class 13 contains 26929 members 
Mstep: Class 14 contains 22141 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 37582 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2850 members 
Mstep: Class 23 contains 4600 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4295 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 148194 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20618 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115576.000000 Penalty: 120129.375000
Iteration 157Q: 37 clusters Score -1.041156e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 214892 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42140 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62934 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 17033 members 
Mstep: Class 11 contains 5634 members 
Mstep: Class 12 contains 12443 members 
Mstep: Class 13 contains 26926 members 
Mstep: Class 14 contains 22144 members 
Mstep: Class 15 contains 200 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15401 members 
Mstep: Class 18 contains 2515 members 
Mstep: Class 19 contains 37577 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 147852 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2573 members 
Mstep: Class 35 contains 20632 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115800.000000 Penalty: 120129.375000
Iteration 158Q: 37 clusters Score -1.041158e+08 nChanged 1621
Entering ConstructFrom: 
Score: -104115800.000000 Penalty: 120129.375000
Entering ConstructFrom: 
Trying to split cluster 1 (214568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Entering Unmasked Estep 
Score: -32962198.000000 Penalty: 3044.542969
	Iteration 0F: 2 clusters Score -3.29622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107667 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -32867908.000000 Penalty: 6089.085938
	Iteration 0F: 3 clusters Score -3.286791e+07 nChanged 103163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114550 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -32928406.000000 Penalty: 6089.085938
	Iteration 1F: 3 clusters Score -3.292841e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118738 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -32930138.000000 Penalty: 6089.085938
	Iteration 2Q: 3 clusters Score -3.293014e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -32932932.000000 Penalty: 6089.085938
	Iteration 3Q: 3 clusters Score -3.293293e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -32937772.000000 Penalty: 6089.085938
	Iteration 4Q: 3 clusters Score -3.293777e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -32945210.000000 Penalty: 6089.085938
	Iteration 5F: 3 clusters Score -3.294521e+07 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154194 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -32954734.000000 Penalty: 6089.085938
	Iteration 6F: 3 clusters Score -3.295473e+07 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -32964228.000000 Penalty: 6089.085938
	Iteration 7F: 3 clusters Score -3.296423e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -32970862.000000 Penalty: 6089.085938
	Iteration 8F: 3 clusters Score -3.297086e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -32973826.000000 Penalty: 6089.085938
	Iteration 9Q: 3 clusters Score -3.297383e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168293 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -32974704.000000 Penalty: 6089.085938
	Iteration 10Q: 3 clusters Score -3.29747e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -32975222.000000 Penalty: 6089.085938
	Iteration 11Q: 3 clusters Score -3.297522e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -32975572.000000 Penalty: 6089.085938
	Iteration 12Q: 3 clusters Score -3.297557e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -32975888.000000 Penalty: 6089.085938
	Iteration 13Q: 3 clusters Score -3.297589e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -32976286.000000 Penalty: 6089.085938
	Iteration 14Q: 3 clusters Score -3.297629e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167553 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -32976628.000000 Penalty: 6089.085938
	Iteration 15Q: 3 clusters Score -3.297663e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -32976968.000000 Penalty: 6089.085938
	Iteration 16Q: 3 clusters Score -3.297697e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166261 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -32977308.000000 Penalty: 6089.085938
	Iteration 17Q: 3 clusters Score -3.297731e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -32977700.000000 Penalty: 6089.085938
	Iteration 18Q: 3 clusters Score -3.29777e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164690 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -32977916.000000 Penalty: 6089.085938
	Iteration 19Q: 3 clusters Score -3.297792e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -32978272.000000 Penalty: 6089.085938
	Iteration 20F: 3 clusters Score -3.297827e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -32978432.000000 Penalty: 6089.085938
	Iteration 21Q: 3 clusters Score -3.297843e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -32978650.000000 Penalty: 6089.085938
	Iteration 22Q: 3 clusters Score -3.297865e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -32978782.000000 Penalty: 6089.085938
	Iteration 23Q: 3 clusters Score -3.297878e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -32978984.000000 Penalty: 6089.085938
	Iteration 24Q: 3 clusters Score -3.297898e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -32979100.000000 Penalty: 6089.085938
	Iteration 25Q: 3 clusters Score -3.29791e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -32979346.000000 Penalty: 6089.085938
	Iteration 26Q: 3 clusters Score -3.297935e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155310 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -32979390.000000 Penalty: 6089.085938
	Iteration 27Q: 3 clusters Score -3.297939e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -32979556.000000 Penalty: 6089.085938
	Iteration 28Q: 3 clusters Score -3.297956e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -32979736.000000 Penalty: 6089.085938
	Iteration 29Q: 3 clusters Score -3.297974e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -32980044.000000 Penalty: 6089.085938
	Iteration 30Q: 3 clusters Score -3.298004e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -32980350.000000 Penalty: 6089.085938
	Iteration 31Q: 3 clusters Score -3.298035e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -32980580.000000 Penalty: 6089.085938
	Iteration 32Q: 3 clusters Score -3.298058e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -32980768.000000 Penalty: 6089.085938
	Iteration 33Q: 3 clusters Score -3.298077e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142964 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -32980810.000000 Penalty: 6089.085938
	Iteration 34Q: 3 clusters Score -3.298081e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140821 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -32981108.000000 Penalty: 6089.085938
	Iteration 35Q: 3 clusters Score -3.298111e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138551 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -32981592.000000 Penalty: 6089.085938
	Iteration 36Q: 3 clusters Score -3.298159e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136219 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -32981688.000000 Penalty: 6089.085938
	Iteration 37Q: 3 clusters Score -3.298169e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133875 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -32981958.000000 Penalty: 6089.085938
	Iteration 38Q: 3 clusters Score -3.298196e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -32982246.000000 Penalty: 6089.085938
	Iteration 39Q: 3 clusters Score -3.298225e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129178 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -32982580.000000 Penalty: 6089.085938
	Iteration 40F: 3 clusters Score -3.298258e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126565 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -32982796.000000 Penalty: 6089.085938
	Iteration 41Q: 3 clusters Score -3.29828e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -32983158.000000 Penalty: 6089.085938
	Iteration 42Q: 3 clusters Score -3.298316e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121045 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -32983826.000000 Penalty: 6089.085938
	Iteration 43Q: 3 clusters Score -3.298383e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -32984348.000000 Penalty: 6089.085938
	Iteration 44Q: 3 clusters Score -3.298435e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -32984734.000000 Penalty: 6089.085938
	Iteration 45Q: 3 clusters Score -3.298473e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -32985396.000000 Penalty: 6089.085938
	Iteration 46Q: 3 clusters Score -3.29854e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -32986034.000000 Penalty: 6089.085938
	Iteration 47Q: 3 clusters Score -3.298603e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -32986910.000000 Penalty: 6089.085938
	Iteration 48Q: 3 clusters Score -3.298691e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -32987772.000000 Penalty: 6089.085938
	Iteration 49Q: 3 clusters Score -3.298777e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -32988594.000000 Penalty: 6089.085938
	Iteration 50Q: 3 clusters Score -3.298859e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100516 members 
Mstep: Class 2 contains 114052 members 
Entering Unmasked Estep 
Score: -32989016.000000 Penalty: 6089.085938
	Iteration 51Q: 3 clusters Score -3.298902e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 114707 members 
Entering Unmasked Estep 
Score: -32989302.000000 Penalty: 6089.085938
	Iteration 52Q: 3 clusters Score -3.29893e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -32989670.000000 Penalty: 6089.085938
	Iteration 53Q: 3 clusters Score -3.298967e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -32989926.000000 Penalty: 6089.085938
	Iteration 54Q: 3 clusters Score -3.298993e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -32990096.000000 Penalty: 6089.085938
	Iteration 55Q: 3 clusters Score -3.29901e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -32989994.000000 Penalty: 6089.085938
	Iteration 56Q: 3 clusters Score -3.298999e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -32989934.000000 Penalty: 6089.085938
	Iteration 57Q: 3 clusters Score -3.298993e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -32989978.000000 Penalty: 6089.085938
	Iteration 58Q: 3 clusters Score -3.298998e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -32989920.000000 Penalty: 6089.085938
	Iteration 59Q: 3 clusters Score -3.298992e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 111362 members 
Entering Unmasked Estep 
Score: -32990310.000000 Penalty: 6089.085938
	Iteration 60F: 3 clusters Score -3.299031e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 111343 members 
Entering Unmasked Estep 
Score: -32990218.000000 Penalty: 6089.085938
	Iteration 61Q: 3 clusters Score -3.299022e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -32990232.000000 Penalty: 6089.085938
	Iteration 62Q: 3 clusters Score -3.299023e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -32990154.000000 Penalty: 6089.085938
	Iteration 63Q: 3 clusters Score -3.299015e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -32990248.000000 Penalty: 6089.085938
	Iteration 64Q: 3 clusters Score -3.299025e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -32990338.000000 Penalty: 6089.085938
	Iteration 65Q: 3 clusters Score -3.299034e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103846 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -32990324.000000 Penalty: 6089.085938
	Iteration 66Q: 3 clusters Score -3.299032e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 110609 members 
Entering Unmasked Estep 
Score: -32990244.000000 Penalty: 6089.085938
	Iteration 67Q: 3 clusters Score -3.299024e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104084 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -32990248.000000 Penalty: 6089.085938
	Iteration 68Q: 3 clusters Score -3.299025e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -32990256.000000 Penalty: 6089.085938
	Iteration 69Q: 3 clusters Score -3.299026e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -32990226.000000 Penalty: 6089.085938
	Iteration 70Q: 3 clusters Score -3.299023e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104274 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -32990246.000000 Penalty: 6089.085938
	Iteration 71Q: 3 clusters Score -3.299025e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -32990254.000000 Penalty: 6089.085938
	Iteration 72Q: 3 clusters Score -3.299025e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -32990260.000000 Penalty: 6089.085938
	Iteration 73Q: 3 clusters Score -3.299026e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -32990262.000000 Penalty: 6089.085938
	Iteration 74Q: 3 clusters Score -3.299026e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -32990266.000000 Penalty: 6089.085938
	Iteration 75Q: 3 clusters Score -3.299027e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -32990232.000000 Penalty: 6089.085938
	Iteration 76Q: 3 clusters Score -3.299023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104404 members 
Mstep: Class 2 contains 110164 members 
Entering Unmasked Estep 
Score: -32990210.000000 Penalty: 6089.085938
	Iteration 77Q: 3 clusters Score -3.299021e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -32990192.000000 Penalty: 6089.085938
	Iteration 78Q: 3 clusters Score -3.299019e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -32990198.000000 Penalty: 6089.085938
	Iteration 79Q: 3 clusters Score -3.29902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -32990204.000000 Penalty: 6089.085938
	Iteration 80F: 3 clusters Score -3.29902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -32990202.000000 Penalty: 6089.085938
	Iteration 81Q: 3 clusters Score -3.29902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -32990206.000000 Penalty: 6089.085938
	Iteration 82Q: 3 clusters Score -3.299021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -32990216.000000 Penalty: 6089.085938
	Iteration 83Q: 3 clusters Score -3.299022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -32990236.000000 Penalty: 6089.085938
	Iteration 84Q: 3 clusters Score -3.299024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -32990258.000000 Penalty: 6089.085938
	Iteration 85Q: 3 clusters Score -3.299026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104496 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -32990240.000000 Penalty: 6089.085938
	Iteration 86Q: 3 clusters Score -3.299024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 110069 members 
Entering Unmasked Estep 
Score: -32990264.000000 Penalty: 6089.085938
	Iteration 87Q: 3 clusters Score -3.299026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104511 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -32990270.000000 Penalty: 6089.085938
	Iteration 88Q: 3 clusters Score -3.299027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -32990260.000000 Penalty: 6089.085938
	Iteration 89Q: 3 clusters Score -3.299026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -32990274.000000 Penalty: 6089.085938
	Iteration 90Q: 3 clusters Score -3.299027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -32990270.000000 Penalty: 6089.085938
	Iteration 91Q: 3 clusters Score -3.299027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -32990270.000000 Penalty: 6089.085938
	Iteration 92Q: 3 clusters Score -3.299027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -32990262.000000 Penalty: 6089.085938
	Iteration 93Q: 3 clusters Score -3.299026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -32990290.000000 Penalty: 6089.085938
	Iteration 94Q: 3 clusters Score -3.299029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -32990274.000000 Penalty: 6089.085938
	Iteration 95Q: 3 clusters Score -3.299027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -32990262.000000 Penalty: 6089.085938
	Iteration 96Q: 3 clusters Score -3.299026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -32990278.000000 Penalty: 6089.085938
	Iteration 97Q: 3 clusters Score -3.299028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104540 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -32990260.000000 Penalty: 6089.085938
	Iteration 98Q: 3 clusters Score -3.299026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -32990262.000000 Penalty: 6089.085938
	Iteration 99Q: 3 clusters Score -3.299026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104540 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -32990258.000000 Penalty: 6089.085938
	Iteration 100F: 3 clusters Score -3.299026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -32990270.000000 Penalty: 6089.085938
	Iteration 101Q: 3 clusters Score -3.299027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -32990270.000000 Penalty: 6089.085938
	Iteration 102F: 3 clusters Score -3.299027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 110027 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22146 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 147510 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20642 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
Score: -104145072.000000 Penalty: 123466.296875
Splitting cluster 1 changes total score from -104115800.000000 to -104145072.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -358893.750000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -358893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -355890.125000 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -355890.1 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -356521.937500 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -356521.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -356669.718750 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -356669.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356750.468750 Penalty: 3904.170410
	Iteration 3Q: 3 clusters Score -356750.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -356802.562500 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -356802.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356831.687500 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -356831.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -356850.750000 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -356850.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356868.718750 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -356868.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -356886.250000 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -356886.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -356900.781250 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -356900.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -356921.656250 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -356921.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -356941.968750 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -356942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -356958.562500 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -356958.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -356972.250000 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -356972.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -356989.843750 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -356989.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -357010.156250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -357010.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -357027.843750 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -357027.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -357048.906250 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -357048.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -357077.375000 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -357077.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -357111.093750 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -357111.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357142.468750 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -357142.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -357172.156250 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -357172.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -357190.468750 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -357190.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -357211.468750 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -357211.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -357235.562500 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -357235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -357252.906250 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -357252.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -357271.281250 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -357271.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -357282.593750 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -357282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -357291.812500 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -357291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -357298.437500 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -357298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -357304.281250 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -357304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -357306.500000 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -357306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -357311.843750 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -357311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -357317.468750 Penalty: 3904.170410
	Iteration 33Q: 3 clusters Score -357317.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357321.781250 Penalty: 3904.170410
	Iteration 34Q: 3 clusters Score -357321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -357324.312500 Penalty: 3904.170410
	Iteration 35Q: 3 clusters Score -357324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -357327.343750 Penalty: 3904.170410
	Iteration 36Q: 3 clusters Score -357327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357330.000000 Penalty: 3904.170410
	Iteration 37Q: 3 clusters Score -357330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -357332.843750 Penalty: 3904.170410
	Iteration 38Q: 3 clusters Score -357332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -357333.468750 Penalty: 3904.170410
	Iteration 39Q: 3 clusters Score -357333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357335.312500 Penalty: 3904.170410
	Iteration 40F: 3 clusters Score -357335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -357336.031250 Penalty: 3904.170410
	Iteration 41Q: 3 clusters Score -357336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357337.281250 Penalty: 3904.170410
	Iteration 42Q: 3 clusters Score -357337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -357337.593750 Penalty: 3904.170410
	Iteration 43Q: 3 clusters Score -357337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -357338.656250 Penalty: 3904.170410
	Iteration 44Q: 3 clusters Score -357338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -357338.250000 Penalty: 3904.170410
	Iteration 45Q: 3 clusters Score -357338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -357338.250000 Penalty: 3904.170410
	Iteration 46F: 3 clusters Score -357338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Entering Unmasked Estep 
Score: -2363384.500000 Penalty: 2394.064697
	Iteration 0F: 2 clusters Score -2363384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2352109.750000 Penalty: 4788.129395
	Iteration 0F: 3 clusters Score -2352110 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2355721.500000 Penalty: 4788.129395
	Iteration 1F: 3 clusters Score -2355722 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2356102.250000 Penalty: 4788.129395
	Iteration 2F: 3 clusters Score -2356102 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2356465.750000 Penalty: 4788.129395
	Iteration 3F: 3 clusters Score -2356466 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2356839.500000 Penalty: 4788.129395
	Iteration 4Q: 3 clusters Score -2356840 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2357366.250000 Penalty: 4788.129395
	Iteration 5Q: 3 clusters Score -2357366 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2358043.750000 Penalty: 4788.129395
	Iteration 6F: 3 clusters Score -2358044 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2358728.250000 Penalty: 4788.129395
	Iteration 7F: 3 clusters Score -2358728 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2359394.500000 Penalty: 4788.129395
	Iteration 8F: 3 clusters Score -2359394 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2359941.000000 Penalty: 4788.129395
	Iteration 9F: 3 clusters Score -2359941 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2360335.250000 Penalty: 4788.129395
	Iteration 10Q: 3 clusters Score -2360335 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2360661.500000 Penalty: 4788.129395
	Iteration 11Q: 3 clusters Score -2360662 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2360932.500000 Penalty: 4788.129395
	Iteration 12Q: 3 clusters Score -2360932 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2361143.250000 Penalty: 4788.129395
	Iteration 13Q: 3 clusters Score -2361143 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2361316.500000 Penalty: 4788.129395
	Iteration 14Q: 3 clusters Score -2361316 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2361467.500000 Penalty: 4788.129395
	Iteration 15Q: 3 clusters Score -2361468 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2361558.000000 Penalty: 4788.129395
	Iteration 16Q: 3 clusters Score -2361558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2361629.750000 Penalty: 4788.129395
	Iteration 17Q: 3 clusters Score -2361630 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2361707.750000 Penalty: 4788.129395
	Iteration 18Q: 3 clusters Score -2361708 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2361762.500000 Penalty: 4788.129395
	Iteration 19Q: 3 clusters Score -2361762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2361813.000000 Penalty: 4788.129395
	Iteration 20F: 3 clusters Score -2361813 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2361886.000000 Penalty: 4788.129395
	Iteration 21Q: 3 clusters Score -2361886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2361933.750000 Penalty: 4788.129395
	Iteration 22Q: 3 clusters Score -2361934 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2361974.750000 Penalty: 4788.129395
	Iteration 23Q: 3 clusters Score -2361975 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2362034.000000 Penalty: 4788.129395
	Iteration 24Q: 3 clusters Score -2362034 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2362084.000000 Penalty: 4788.129395
	Iteration 25Q: 3 clusters Score -2362084 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2362125.750000 Penalty: 4788.129395
	Iteration 26Q: 3 clusters Score -2362126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2362150.250000 Penalty: 4788.129395
	Iteration 27Q: 3 clusters Score -2362150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2362192.000000 Penalty: 4788.129395
	Iteration 28Q: 3 clusters Score -2362192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2362209.000000 Penalty: 4788.129395
	Iteration 29Q: 3 clusters Score -2362209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2362235.750000 Penalty: 4788.129395
	Iteration 30Q: 3 clusters Score -2362236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2362253.000000 Penalty: 4788.129395
	Iteration 31Q: 3 clusters Score -2362253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2362271.500000 Penalty: 4788.129395
	Iteration 32Q: 3 clusters Score -2362272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2362289.000000 Penalty: 4788.129395
	Iteration 33Q: 3 clusters Score -2362289 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2362307.000000 Penalty: 4788.129395
	Iteration 34Q: 3 clusters Score -2362307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2362328.750000 Penalty: 4788.129395
	Iteration 35Q: 3 clusters Score -2362329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2362346.000000 Penalty: 4788.129395
	Iteration 36Q: 3 clusters Score -2362346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2362366.000000 Penalty: 4788.129395
	Iteration 37Q: 3 clusters Score -2362366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2362386.500000 Penalty: 4788.129395
	Iteration 38Q: 3 clusters Score -2362386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2362406.000000 Penalty: 4788.129395
	Iteration 39Q: 3 clusters Score -2362406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2362424.500000 Penalty: 4788.129395
	Iteration 40F: 3 clusters Score -2362424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2362440.000000 Penalty: 4788.129395
	Iteration 41Q: 3 clusters Score -2362440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2362448.000000 Penalty: 4788.129395
	Iteration 42Q: 3 clusters Score -2362448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2362452.750000 Penalty: 4788.129395
	Iteration 43Q: 3 clusters Score -2362453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2362459.250000 Penalty: 4788.129395
	Iteration 44Q: 3 clusters Score -2362459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2362467.000000 Penalty: 4788.129395
	Iteration 45Q: 3 clusters Score -2362467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2362471.000000 Penalty: 4788.129395
	Iteration 46Q: 3 clusters Score -2362471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2362487.500000 Penalty: 4788.129395
	Iteration 47Q: 3 clusters Score -2362488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2362489.500000 Penalty: 4788.129395
	Iteration 48Q: 3 clusters Score -2362490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2362506.250000 Penalty: 4788.129395
	Iteration 49Q: 3 clusters Score -2362506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2362516.250000 Penalty: 4788.129395
	Iteration 50Q: 3 clusters Score -2362516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2362526.000000 Penalty: 4788.129395
	Iteration 51Q: 3 clusters Score -2362526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2362535.250000 Penalty: 4788.129395
	Iteration 52Q: 3 clusters Score -2362535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2362547.750000 Penalty: 4788.129395
	Iteration 53Q: 3 clusters Score -2362548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2362553.750000 Penalty: 4788.129395
	Iteration 54Q: 3 clusters Score -2362554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2362566.750000 Penalty: 4788.129395
	Iteration 55Q: 3 clusters Score -2362567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2362570.000000 Penalty: 4788.129395
	Iteration 56Q: 3 clusters Score -2362570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2362573.000000 Penalty: 4788.129395
	Iteration 57Q: 3 clusters Score -2362573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2362582.000000 Penalty: 4788.129395
	Iteration 58Q: 3 clusters Score -2362582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2362594.250000 Penalty: 4788.129395
	Iteration 59Q: 3 clusters Score -2362594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2362592.500000 Penalty: 4788.129395
	Iteration 60F: 3 clusters Score -2362592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2362587.750000 Penalty: 4788.129395
	Iteration 61Q: 3 clusters Score -2362588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2362595.500000 Penalty: 4788.129395
	Iteration 62Q: 3 clusters Score -2362596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2362598.500000 Penalty: 4788.129395
	Iteration 63Q: 3 clusters Score -2362598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2362600.000000 Penalty: 4788.129395
	Iteration 64Q: 3 clusters Score -2362600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2362599.500000 Penalty: 4788.129395
	Iteration 65Q: 3 clusters Score -2362600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2362605.750000 Penalty: 4788.129395
	Iteration 66Q: 3 clusters Score -2362606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2362603.000000 Penalty: 4788.129395
	Iteration 67Q: 3 clusters Score -2362603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2362607.250000 Penalty: 4788.129395
	Iteration 68Q: 3 clusters Score -2362607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2362608.250000 Penalty: 4788.129395
	Iteration 69Q: 3 clusters Score -2362608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2362611.750000 Penalty: 4788.129395
	Iteration 70Q: 3 clusters Score -2362612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2362610.500000 Penalty: 4788.129395
	Iteration 71Q: 3 clusters Score -2362610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2362611.250000 Penalty: 4788.129395
	Iteration 72Q: 3 clusters Score -2362611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2362612.750000 Penalty: 4788.129395
	Iteration 73Q: 3 clusters Score -2362613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2362613.250000 Penalty: 4788.129395
	Iteration 74Q: 3 clusters Score -2362613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2362617.750000 Penalty: 4788.129395
	Iteration 75Q: 3 clusters Score -2362618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2362617.250000 Penalty: 4788.129395
	Iteration 76Q: 3 clusters Score -2362617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2362621.500000 Penalty: 4788.129395
	Iteration 77Q: 3 clusters Score -2362622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2362615.500000 Penalty: 4788.129395
	Iteration 78Q: 3 clusters Score -2362616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2362618.750000 Penalty: 4788.129395
	Iteration 79Q: 3 clusters Score -2362619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2362626.250000 Penalty: 4788.129395
	Iteration 80F: 3 clusters Score -2362626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2362623.000000 Penalty: 4788.129395
	Iteration 81Q: 3 clusters Score -2362623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2362622.500000 Penalty: 4788.129395
	Iteration 82Q: 3 clusters Score -2362622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2362621.750000 Penalty: 4788.129395
	Iteration 83Q: 3 clusters Score -2362622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2362620.750000 Penalty: 4788.129395
	Iteration 84Q: 3 clusters Score -2362621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2362620.500000 Penalty: 4788.129395
	Iteration 85Q: 3 clusters Score -2362620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2362623.750000 Penalty: 4788.129395
	Iteration 86Q: 3 clusters Score -2362624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2362626.750000 Penalty: 4788.129395
	Iteration 87Q: 3 clusters Score -2362627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2362624.750000 Penalty: 4788.129395
	Iteration 88Q: 3 clusters Score -2362625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2362624.750000 Penalty: 4788.129395
	Iteration 89Q: 3 clusters Score -2362625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2362626.500000 Penalty: 4788.129395
	Iteration 90Q: 3 clusters Score -2362626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2362626.500000 Penalty: 4788.129395
	Iteration 91Q: 3 clusters Score -2362626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2362630.250000 Penalty: 4788.129395
	Iteration 92Q: 3 clusters Score -2362630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2362629.250000 Penalty: 4788.129395
	Iteration 93Q: 3 clusters Score -2362629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2362629.250000 Penalty: 4788.129395
	Iteration 94F: 3 clusters Score -2362629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Entering Unmasked Estep 
Score: -6478632.500000 Penalty: 2640.884766
	Iteration 0F: 2 clusters Score -6478632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -6450252.500000 Penalty: 5281.769531
	Iteration 0F: 3 clusters Score -6450252 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -6460644.000000 Penalty: 5281.769531
	Iteration 1F: 3 clusters Score -6460644 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -6461117.000000 Penalty: 5281.769531
	Iteration 2Q: 3 clusters Score -6461117 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -6461662.000000 Penalty: 5281.769531
	Iteration 3Q: 3 clusters Score -6461662 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -6462279.500000 Penalty: 5281.769531
	Iteration 4Q: 3 clusters Score -6462280 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -6463158.000000 Penalty: 5281.769531
	Iteration 5Q: 3 clusters Score -6463158 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -6464303.000000 Penalty: 5281.769531
	Iteration 6F: 3 clusters Score -6464303 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -6465995.000000 Penalty: 5281.769531
	Iteration 7F: 3 clusters Score -6465995 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -6468213.500000 Penalty: 5281.769531
	Iteration 8F: 3 clusters Score -6468214 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -6470569.000000 Penalty: 5281.769531
	Iteration 9F: 3 clusters Score -6470569 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -6472644.000000 Penalty: 5281.769531
	Iteration 10F: 3 clusters Score -6472644 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6473953.500000 Penalty: 5281.769531
	Iteration 11Q: 3 clusters Score -6473954 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6474920.000000 Penalty: 5281.769531
	Iteration 12Q: 3 clusters Score -6474920 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6475534.000000 Penalty: 5281.769531
	Iteration 13Q: 3 clusters Score -6475534 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6475905.500000 Penalty: 5281.769531
	Iteration 14Q: 3 clusters Score -6475906 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6476150.000000 Penalty: 5281.769531
	Iteration 15Q: 3 clusters Score -6476150 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6476314.000000 Penalty: 5281.769531
	Iteration 16Q: 3 clusters Score -6476314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6476440.500000 Penalty: 5281.769531
	Iteration 17Q: 3 clusters Score -6476440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6476461.500000 Penalty: 5281.769531
	Iteration 18Q: 3 clusters Score -6476462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6476501.000000 Penalty: 5281.769531
	Iteration 19Q: 3 clusters Score -6476501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6476520.000000 Penalty: 5281.769531
	Iteration 20F: 3 clusters Score -6476520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6476531.000000 Penalty: 5281.769531
	Iteration 21Q: 3 clusters Score -6476531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6476537.500000 Penalty: 5281.769531
	Iteration 22Q: 3 clusters Score -6476538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6476542.500000 Penalty: 5281.769531
	Iteration 23Q: 3 clusters Score -6476542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6476547.500000 Penalty: 5281.769531
	Iteration 24Q: 3 clusters Score -6476548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6476556.500000 Penalty: 5281.769531
	Iteration 25Q: 3 clusters Score -6476556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6476565.000000 Penalty: 5281.769531
	Iteration 26Q: 3 clusters Score -6476565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6476571.000000 Penalty: 5281.769531
	Iteration 27Q: 3 clusters Score -6476571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6476568.500000 Penalty: 5281.769531
	Iteration 28Q: 3 clusters Score -6476568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6476576.000000 Penalty: 5281.769531
	Iteration 29Q: 3 clusters Score -6476576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6476580.500000 Penalty: 5281.769531
	Iteration 30Q: 3 clusters Score -6476580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6476586.000000 Penalty: 5281.769531
	Iteration 31Q: 3 clusters Score -6476586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6476582.000000 Penalty: 5281.769531
	Iteration 32Q: 3 clusters Score -6476582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6476585.000000 Penalty: 5281.769531
	Iteration 33Q: 3 clusters Score -6476585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6476593.500000 Penalty: 5281.769531
	Iteration 34Q: 3 clusters Score -6476594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6476592.000000 Penalty: 5281.769531
	Iteration 35Q: 3 clusters Score -6476592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6476594.000000 Penalty: 5281.769531
	Iteration 36Q: 3 clusters Score -6476594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6476598.500000 Penalty: 5281.769531
	Iteration 37Q: 3 clusters Score -6476598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6476598.500000 Penalty: 5281.769531
	Iteration 38Q: 3 clusters Score -6476598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6476596.500000 Penalty: 5281.769531
	Iteration 39Q: 3 clusters Score -6476596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6476596.500000 Penalty: 5281.769531
	Iteration 40F: 3 clusters Score -6476596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124253.390625 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124253.4 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 458 members 
Entering Unmasked Estep 
Score: -122439.304688 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122439.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -122736.984375 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122876.171875 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122876.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122947.007812 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -122947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122979.257812 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -122979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122993.484375 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -122993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123006.765625 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -123006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123016.515625 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -123016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123018.320312 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -123018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -123020.359375 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -123020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123022.367188 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -123022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123025.820312 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -123025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -123030.601562 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -123030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123035.015625 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -123035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123035.015625 Penalty: 3362.841309
	Iteration 14F: 3 clusters Score -123035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (63538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Entering Unmasked Estep 
Score: -9654845.000000 Penalty: 2742.729736
	Iteration 0F: 2 clusters Score -9654845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -9612437.000000 Penalty: 5485.459473
	Iteration 0F: 3 clusters Score -9612437 nChanged 29420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -9628455.000000 Penalty: 5485.459473
	Iteration 1F: 3 clusters Score -9628455 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -9628888.000000 Penalty: 5485.459473
	Iteration 2Q: 3 clusters Score -9628888 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -9629344.000000 Penalty: 5485.459473
	Iteration 3Q: 3 clusters Score -9629344 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -9629819.000000 Penalty: 5485.459473
	Iteration 4Q: 3 clusters Score -9629819 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -9630342.000000 Penalty: 5485.459473
	Iteration 5Q: 3 clusters Score -9630342 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9631068.000000 Penalty: 5485.459473
	Iteration 6Q: 3 clusters Score -9631068 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9632020.000000 Penalty: 5485.459473
	Iteration 7Q: 3 clusters Score -9632020 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -9633677.000000 Penalty: 5485.459473
	Iteration 8F: 3 clusters Score -9633677 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -9636319.000000 Penalty: 5485.459473
	Iteration 9F: 3 clusters Score -9636319 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -9640444.000000 Penalty: 5485.459473
	Iteration 10F: 3 clusters Score -9640444 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -9645482.000000 Penalty: 5485.459473
	Iteration 11F: 3 clusters Score -9645482 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9649403.000000 Penalty: 5485.459473
	Iteration 12F: 3 clusters Score -9649403 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9651370.000000 Penalty: 5485.459473
	Iteration 13Q: 3 clusters Score -9651370 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9651982.000000 Penalty: 5485.459473
	Iteration 14Q: 3 clusters Score -9651982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9652211.000000 Penalty: 5485.459473
	Iteration 15Q: 3 clusters Score -9652211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9652261.000000 Penalty: 5485.459473
	Iteration 16Q: 3 clusters Score -9652261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9652308.000000 Penalty: 5485.459473
	Iteration 17Q: 3 clusters Score -9652308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9652330.000000 Penalty: 5485.459473
	Iteration 18Q: 3 clusters Score -9652330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9652333.000000 Penalty: 5485.459473
	Iteration 19Q: 3 clusters Score -9652333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9652340.000000 Penalty: 5485.459473
	Iteration 20F: 3 clusters Score -9652340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -492249.437500 Penalty: 2009.591431
	Iteration 0F: 2 clusters Score -492249.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -488809.093750 Penalty: 4019.182861
	Iteration 0F: 3 clusters Score -488809.1 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -489597.187500 Penalty: 4019.182861
	Iteration 1F: 3 clusters Score -489597.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -489808.250000 Penalty: 4019.182861
	Iteration 2F: 3 clusters Score -489808.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -489943.812500 Penalty: 4019.182861
	Iteration 3F: 3 clusters Score -489943.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -490042.187500 Penalty: 4019.182861
	Iteration 4Q: 3 clusters Score -490042.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -490130.125000 Penalty: 4019.182861
	Iteration 5Q: 3 clusters Score -490130.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -490223.093750 Penalty: 4019.182861
	Iteration 6Q: 3 clusters Score -490223.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -490320.125000 Penalty: 4019.182861
	Iteration 7Q: 3 clusters Score -490320.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -490420.781250 Penalty: 4019.182861
	Iteration 8Q: 3 clusters Score -490420.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -490517.125000 Penalty: 4019.182861
	Iteration 9Q: 3 clusters Score -490517.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -490597.375000 Penalty: 4019.182861
	Iteration 10Q: 3 clusters Score -490597.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -490654.000000 Penalty: 4019.182861
	Iteration 11Q: 3 clusters Score -490654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -490692.312500 Penalty: 4019.182861
	Iteration 12Q: 3 clusters Score -490692.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -490735.406250 Penalty: 4019.182861
	Iteration 13Q: 3 clusters Score -490735.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -490767.312500 Penalty: 4019.182861
	Iteration 14Q: 3 clusters Score -490767.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -490793.781250 Penalty: 4019.182861
	Iteration 15Q: 3 clusters Score -490793.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -490811.937500 Penalty: 4019.182861
	Iteration 16Q: 3 clusters Score -490811.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -490826.437500 Penalty: 4019.182861
	Iteration 17Q: 3 clusters Score -490826.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -490839.718750 Penalty: 4019.182861
	Iteration 18Q: 3 clusters Score -490839.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -490848.937500 Penalty: 4019.182861
	Iteration 19Q: 3 clusters Score -490848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -490852.281250 Penalty: 4019.182861
	Iteration 20F: 3 clusters Score -490852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -490855.562500 Penalty: 4019.182861
	Iteration 21Q: 3 clusters Score -490855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -490858.781250 Penalty: 4019.182861
	Iteration 22Q: 3 clusters Score -490858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -490860.281250 Penalty: 4019.182861
	Iteration 23Q: 3 clusters Score -490860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -490862.093750 Penalty: 4019.182861
	Iteration 24Q: 3 clusters Score -490862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -490863.906250 Penalty: 4019.182861
	Iteration 25Q: 3 clusters Score -490863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -490867.125000 Penalty: 4019.182861
	Iteration 26Q: 3 clusters Score -490867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -490869.843750 Penalty: 4019.182861
	Iteration 27Q: 3 clusters Score -490869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -490873.468750 Penalty: 4019.182861
	Iteration 28Q: 3 clusters Score -490873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -490876.656250 Penalty: 4019.182861
	Iteration 29Q: 3 clusters Score -490876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -490880.687500 Penalty: 4019.182861
	Iteration 30Q: 3 clusters Score -490880.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -490886.125000 Penalty: 4019.182861
	Iteration 31Q: 3 clusters Score -490886.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -490893.156250 Penalty: 4019.182861
	Iteration 32Q: 3 clusters Score -490893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -490900.875000 Penalty: 4019.182861
	Iteration 33Q: 3 clusters Score -490900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -490905.625000 Penalty: 4019.182861
	Iteration 34Q: 3 clusters Score -490905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -490906.843750 Penalty: 4019.182861
	Iteration 35Q: 3 clusters Score -490906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -490908.093750 Penalty: 4019.182861
	Iteration 36Q: 3 clusters Score -490908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -490908.093750 Penalty: 4019.182861
	Iteration 37Q: 3 clusters Score -490908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -490908.218750 Penalty: 4019.182861
	Iteration 38Q: 3 clusters Score -490908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -490908.218750 Penalty: 4019.182861
	Iteration 39F: 3 clusters Score -490908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Entering Unmasked Estep 
Score: -2605708.250000 Penalty: 2416.124756
	Iteration 0F: 2 clusters Score -2605708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2593569.250000 Penalty: 4832.249512
	Iteration 0F: 3 clusters Score -2593569 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2597475.000000 Penalty: 4832.249512
	Iteration 1F: 3 clusters Score -2597475 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2597776.750000 Penalty: 4832.249512
	Iteration 2F: 3 clusters Score -2597777 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2597976.500000 Penalty: 4832.249512
	Iteration 3Q: 3 clusters Score -2597976 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2598135.000000 Penalty: 4832.249512
	Iteration 4Q: 3 clusters Score -2598135 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2598262.000000 Penalty: 4832.249512
	Iteration 5Q: 3 clusters Score -2598262 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2598413.000000 Penalty: 4832.249512
	Iteration 6Q: 3 clusters Score -2598413 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2598574.000000 Penalty: 4832.249512
	Iteration 7Q: 3 clusters Score -2598574 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2598782.750000 Penalty: 4832.249512
	Iteration 8Q: 3 clusters Score -2598783 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2599075.750000 Penalty: 4832.249512
	Iteration 9Q: 3 clusters Score -2599076 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2599462.750000 Penalty: 4832.249512
	Iteration 10Q: 3 clusters Score -2599463 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2599956.500000 Penalty: 4832.249512
	Iteration 11Q: 3 clusters Score -2599956 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2600568.500000 Penalty: 4832.249512
	Iteration 12Q: 3 clusters Score -2600568 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2601231.500000 Penalty: 4832.249512
	Iteration 13F: 3 clusters Score -2601232 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2601909.500000 Penalty: 4832.249512
	Iteration 14Q: 3 clusters Score -2601910 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2602530.250000 Penalty: 4832.249512
	Iteration 15Q: 3 clusters Score -2602530 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2602998.250000 Penalty: 4832.249512
	Iteration 16Q: 3 clusters Score -2602998 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2603344.250000 Penalty: 4832.249512
	Iteration 17Q: 3 clusters Score -2603344 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2603612.000000 Penalty: 4832.249512
	Iteration 18Q: 3 clusters Score -2603612 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2603810.750000 Penalty: 4832.249512
	Iteration 19Q: 3 clusters Score -2603811 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2603913.750000 Penalty: 4832.249512
	Iteration 20F: 3 clusters Score -2603914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2603973.250000 Penalty: 4832.249512
	Iteration 21Q: 3 clusters Score -2603973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2604013.000000 Penalty: 4832.249512
	Iteration 22Q: 3 clusters Score -2604013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2604053.500000 Penalty: 4832.249512
	Iteration 23Q: 3 clusters Score -2604054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2604075.000000 Penalty: 4832.249512
	Iteration 24Q: 3 clusters Score -2604075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2604091.000000 Penalty: 4832.249512
	Iteration 25Q: 3 clusters Score -2604091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2604099.000000 Penalty: 4832.249512
	Iteration 26Q: 3 clusters Score -2604099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2604108.500000 Penalty: 4832.249512
	Iteration 27Q: 3 clusters Score -2604108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2604114.000000 Penalty: 4832.249512
	Iteration 28Q: 3 clusters Score -2604114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2604120.250000 Penalty: 4832.249512
	Iteration 29Q: 3 clusters Score -2604120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2604120.500000 Penalty: 4832.249512
	Iteration 30Q: 3 clusters Score -2604120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2604127.250000 Penalty: 4832.249512
	Iteration 31Q: 3 clusters Score -2604127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2604127.500000 Penalty: 4832.249512
	Iteration 32Q: 3 clusters Score -2604128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2604127.500000 Penalty: 4832.249512
	Iteration 33F: 3 clusters Score -2604128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Entering Unmasked Estep 
Score: -829867.750000 Penalty: 2140.856201
	Iteration 0F: 2 clusters Score -829867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -824994.187500 Penalty: 4281.712402
	Iteration 0F: 3 clusters Score -824994.2 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -826269.000000 Penalty: 4281.712402
	Iteration 1F: 3 clusters Score -826269 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -826535.375000 Penalty: 4281.712402
	Iteration 2F: 3 clusters Score -826535.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -826727.750000 Penalty: 4281.712402
	Iteration 3F: 3 clusters Score -826727.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -826894.687500 Penalty: 4281.712402
	Iteration 4Q: 3 clusters Score -826894.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -827062.875000 Penalty: 4281.712402
	Iteration 5Q: 3 clusters Score -827062.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -827231.875000 Penalty: 4281.712402
	Iteration 6Q: 3 clusters Score -827231.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -827361.875000 Penalty: 4281.712402
	Iteration 7Q: 3 clusters Score -827361.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -827477.125000 Penalty: 4281.712402
	Iteration 8Q: 3 clusters Score -827477.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -827584.875000 Penalty: 4281.712402
	Iteration 9Q: 3 clusters Score -827584.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -827675.812500 Penalty: 4281.712402
	Iteration 10Q: 3 clusters Score -827675.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -827752.250000 Penalty: 4281.712402
	Iteration 11Q: 3 clusters Score -827752.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -827819.125000 Penalty: 4281.712402
	Iteration 12Q: 3 clusters Score -827819.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -827882.125000 Penalty: 4281.712402
	Iteration 13Q: 3 clusters Score -827882.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -827963.500000 Penalty: 4281.712402
	Iteration 14Q: 3 clusters Score -827963.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -828108.125000 Penalty: 4281.712402
	Iteration 15Q: 3 clusters Score -828108.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -828337.750000 Penalty: 4281.712402
	Iteration 16Q: 3 clusters Score -828337.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -828534.687500 Penalty: 4281.712402
	Iteration 17Q: 3 clusters Score -828534.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -828607.750000 Penalty: 4281.712402
	Iteration 18Q: 3 clusters Score -828607.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -828643.500000 Penalty: 4281.712402
	Iteration 19Q: 3 clusters Score -828643.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -828665.125000 Penalty: 4281.712402
	Iteration 20F: 3 clusters Score -828665.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -828681.875000 Penalty: 4281.712402
	Iteration 21Q: 3 clusters Score -828681.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -828696.562500 Penalty: 4281.712402
	Iteration 22Q: 3 clusters Score -828696.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -828703.812500 Penalty: 4281.712402
	Iteration 23Q: 3 clusters Score -828703.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -828727.312500 Penalty: 4281.712402
	Iteration 24Q: 3 clusters Score -828727.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -828760.000000 Penalty: 4281.712402
	Iteration 25Q: 3 clusters Score -828760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -828803.062500 Penalty: 4281.712402
	Iteration 26Q: 3 clusters Score -828803.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -828855.562500 Penalty: 4281.712402
	Iteration 27Q: 3 clusters Score -828855.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -828896.562500 Penalty: 4281.712402
	Iteration 28Q: 3 clusters Score -828896.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -828927.187500 Penalty: 4281.712402
	Iteration 29Q: 3 clusters Score -828927.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -828958.625000 Penalty: 4281.712402
	Iteration 30Q: 3 clusters Score -828958.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -828983.437500 Penalty: 4281.712402
	Iteration 31Q: 3 clusters Score -828983.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -829010.687500 Penalty: 4281.712402
	Iteration 32Q: 3 clusters Score -829010.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -829043.375000 Penalty: 4281.712402
	Iteration 33Q: 3 clusters Score -829043.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -829073.312500 Penalty: 4281.712402
	Iteration 34Q: 3 clusters Score -829073.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -829108.187500 Penalty: 4281.712402
	Iteration 35Q: 3 clusters Score -829108.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -829164.687500 Penalty: 4281.712402
	Iteration 36Q: 3 clusters Score -829164.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -829223.687500 Penalty: 4281.712402
	Iteration 37Q: 3 clusters Score -829223.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -829299.125000 Penalty: 4281.712402
	Iteration 38Q: 3 clusters Score -829299.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -829387.875000 Penalty: 4281.712402
	Iteration 39Q: 3 clusters Score -829387.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -829454.562500 Penalty: 4281.712402
	Iteration 40F: 3 clusters Score -829454.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -829485.812500 Penalty: 4281.712402
	Iteration 41Q: 3 clusters Score -829485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -829499.750000 Penalty: 4281.712402
	Iteration 42Q: 3 clusters Score -829499.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -829516.750000 Penalty: 4281.712402
	Iteration 43Q: 3 clusters Score -829516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -829526.250000 Penalty: 4281.712402
	Iteration 44Q: 3 clusters Score -829526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -829532.625000 Penalty: 4281.712402
	Iteration 45Q: 3 clusters Score -829532.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -829534.562500 Penalty: 4281.712402
	Iteration 46Q: 3 clusters Score -829534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -829539.125000 Penalty: 4281.712402
	Iteration 47Q: 3 clusters Score -829539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -829543.437500 Penalty: 4281.712402
	Iteration 48Q: 3 clusters Score -829543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -829546.750000 Penalty: 4281.712402
	Iteration 49Q: 3 clusters Score -829546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -829546.812500 Penalty: 4281.712402
	Iteration 50Q: 3 clusters Score -829546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -829551.750000 Penalty: 4281.712402
	Iteration 51Q: 3 clusters Score -829551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -829553.312500 Penalty: 4281.712402
	Iteration 52Q: 3 clusters Score -829553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -829552.937500 Penalty: 4281.712402
	Iteration 53Q: 3 clusters Score -829552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -829553.812500 Penalty: 4281.712402
	Iteration 54Q: 3 clusters Score -829553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -829553.812500 Penalty: 4281.712402
	Iteration 55F: 3 clusters Score -829553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1871339.000000 Penalty: 2338.230957
	Iteration 0F: 2 clusters Score -1871339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1862236.500000 Penalty: 4676.461914
	Iteration 0F: 3 clusters Score -1862236 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1864995.750000 Penalty: 4676.461914
	Iteration 1F: 3 clusters Score -1864996 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1865488.125000 Penalty: 4676.461914
	Iteration 2F: 3 clusters Score -1865488 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1866003.250000 Penalty: 4676.461914
	Iteration 3F: 3 clusters Score -1866003 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1866523.125000 Penalty: 4676.461914
	Iteration 4F: 3 clusters Score -1866523 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1867079.750000 Penalty: 4676.461914
	Iteration 5F: 3 clusters Score -1867080 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1867620.750000 Penalty: 4676.461914
	Iteration 6F: 3 clusters Score -1867621 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1868092.250000 Penalty: 4676.461914
	Iteration 7F: 3 clusters Score -1868092 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1868509.000000 Penalty: 4676.461914
	Iteration 8Q: 3 clusters Score -1868509 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1868835.125000 Penalty: 4676.461914
	Iteration 9Q: 3 clusters Score -1868835 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1869065.125000 Penalty: 4676.461914
	Iteration 10Q: 3 clusters Score -1869065 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1869201.500000 Penalty: 4676.461914
	Iteration 11Q: 3 clusters Score -1869202 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1869284.625000 Penalty: 4676.461914
	Iteration 12Q: 3 clusters Score -1869285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1869348.625000 Penalty: 4676.461914
	Iteration 13Q: 3 clusters Score -1869349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1869396.125000 Penalty: 4676.461914
	Iteration 14Q: 3 clusters Score -1869396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1869432.000000 Penalty: 4676.461914
	Iteration 15Q: 3 clusters Score -1869432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1869448.500000 Penalty: 4676.461914
	Iteration 16Q: 3 clusters Score -1869448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1869471.250000 Penalty: 4676.461914
	Iteration 17Q: 3 clusters Score -1869471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1869491.500000 Penalty: 4676.461914
	Iteration 18Q: 3 clusters Score -1869492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1869495.125000 Penalty: 4676.461914
	Iteration 19Q: 3 clusters Score -1869495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1869506.000000 Penalty: 4676.461914
	Iteration 20F: 3 clusters Score -1869506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1869509.750000 Penalty: 4676.461914
	Iteration 21Q: 3 clusters Score -1869510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1869511.000000 Penalty: 4676.461914
	Iteration 22Q: 3 clusters Score -1869511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1869513.000000 Penalty: 4676.461914
	Iteration 23Q: 3 clusters Score -1869513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1869518.000000 Penalty: 4676.461914
	Iteration 24Q: 3 clusters Score -1869518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1869517.250000 Penalty: 4676.461914
	Iteration 25Q: 3 clusters Score -1869517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1869523.375000 Penalty: 4676.461914
	Iteration 26Q: 3 clusters Score -1869523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1869527.750000 Penalty: 4676.461914
	Iteration 27Q: 3 clusters Score -1869528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1869528.000000 Penalty: 4676.461914
	Iteration 28Q: 3 clusters Score -1869528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1869529.750000 Penalty: 4676.461914
	Iteration 29Q: 3 clusters Score -1869530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1869529.875000 Penalty: 4676.461914
	Iteration 30Q: 3 clusters Score -1869530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1869531.750000 Penalty: 4676.461914
	Iteration 31Q: 3 clusters Score -1869532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1869531.875000 Penalty: 4676.461914
	Iteration 32Q: 3 clusters Score -1869532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1869533.000000 Penalty: 4676.461914
	Iteration 33Q: 3 clusters Score -1869533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1869533.500000 Penalty: 4676.461914
	Iteration 34Q: 3 clusters Score -1869534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1869533.500000 Penalty: 4676.461914
	Iteration 35F: 3 clusters Score -1869534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Entering Unmasked Estep 
Score: -4079134.000000 Penalty: 2529.690430
	Iteration 0F: 2 clusters Score -4079134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4060605.000000 Penalty: 5059.380859
	Iteration 0F: 3 clusters Score -4060605 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4067220.250000 Penalty: 5059.380859
	Iteration 1F: 3 clusters Score -4067220 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4067713.500000 Penalty: 5059.380859
	Iteration 2F: 3 clusters Score -4067714 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4068241.000000 Penalty: 5059.380859
	Iteration 3Q: 3 clusters Score -4068241 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4068765.250000 Penalty: 5059.380859
	Iteration 4Q: 3 clusters Score -4068765 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4069283.500000 Penalty: 5059.380859
	Iteration 5Q: 3 clusters Score -4069284 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4069781.750000 Penalty: 5059.380859
	Iteration 6Q: 3 clusters Score -4069782 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4070324.500000 Penalty: 5059.380859
	Iteration 7Q: 3 clusters Score -4070324 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4070853.250000 Penalty: 5059.380859
	Iteration 8Q: 3 clusters Score -4070853 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4071382.750000 Penalty: 5059.380859
	Iteration 9Q: 3 clusters Score -4071383 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4071929.750000 Penalty: 5059.380859
	Iteration 10Q: 3 clusters Score -4071930 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4072575.250000 Penalty: 5059.380859
	Iteration 11Q: 3 clusters Score -4072575 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4073262.250000 Penalty: 5059.380859
	Iteration 12Q: 3 clusters Score -4073262 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4073984.000000 Penalty: 5059.380859
	Iteration 13Q: 3 clusters Score -4073984 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4074650.250000 Penalty: 5059.380859
	Iteration 14Q: 3 clusters Score -4074650 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4075211.750000 Penalty: 5059.380859
	Iteration 15Q: 3 clusters Score -4075212 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4075690.250000 Penalty: 5059.380859
	Iteration 16Q: 3 clusters Score -4075690 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4076021.500000 Penalty: 5059.380859
	Iteration 17Q: 3 clusters Score -4076022 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4076268.250000 Penalty: 5059.380859
	Iteration 18Q: 3 clusters Score -4076268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4076461.250000 Penalty: 5059.380859
	Iteration 19Q: 3 clusters Score -4076461 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4076589.000000 Penalty: 5059.380859
	Iteration 20F: 3 clusters Score -4076589 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -4076694.250000 Penalty: 5059.380859
	Iteration 21Q: 3 clusters Score -4076694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4076770.250000 Penalty: 5059.380859
	Iteration 22Q: 3 clusters Score -4076770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -4076829.500000 Penalty: 5059.380859
	Iteration 23Q: 3 clusters Score -4076830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4076856.250000 Penalty: 5059.380859
	Iteration 24Q: 3 clusters Score -4076856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -4076896.500000 Penalty: 5059.380859
	Iteration 25Q: 3 clusters Score -4076896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4076924.000000 Penalty: 5059.380859
	Iteration 26Q: 3 clusters Score -4076924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4076942.500000 Penalty: 5059.380859
	Iteration 27Q: 3 clusters Score -4076942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4076951.250000 Penalty: 5059.380859
	Iteration 28Q: 3 clusters Score -4076951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4076959.000000 Penalty: 5059.380859
	Iteration 29Q: 3 clusters Score -4076959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4076963.750000 Penalty: 5059.380859
	Iteration 30Q: 3 clusters Score -4076964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4076969.000000 Penalty: 5059.380859
	Iteration 31Q: 3 clusters Score -4076969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -4076980.000000 Penalty: 5059.380859
	Iteration 32Q: 3 clusters Score -4076980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4076986.500000 Penalty: 5059.380859
	Iteration 33Q: 3 clusters Score -4076986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4076985.250000 Penalty: 5059.380859
	Iteration 34Q: 3 clusters Score -4076985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4076991.250000 Penalty: 5059.380859
	Iteration 35Q: 3 clusters Score -4076991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4076990.750000 Penalty: 5059.380859
	Iteration 36Q: 3 clusters Score -4076991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4076990.500000 Penalty: 5059.380859
	Iteration 37Q: 3 clusters Score -4076990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4077004.500000 Penalty: 5059.380859
	Iteration 38Q: 3 clusters Score -4077004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4077000.250000 Penalty: 5059.380859
	Iteration 39Q: 3 clusters Score -4077000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4077004.250000 Penalty: 5059.380859
	Iteration 40F: 3 clusters Score -4077004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4077004.750000 Penalty: 5059.380859
	Iteration 41Q: 3 clusters Score -4077005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4077007.500000 Penalty: 5059.380859
	Iteration 42Q: 3 clusters Score -4077008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -4077012.250000 Penalty: 5059.380859
	Iteration 43Q: 3 clusters Score -4077012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -4077023.250000 Penalty: 5059.380859
	Iteration 44Q: 3 clusters Score -4077023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4077023.000000 Penalty: 5059.380859
	Iteration 45Q: 3 clusters Score -4077023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4077020.000000 Penalty: 5059.380859
	Iteration 46Q: 3 clusters Score -4077020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4077021.000000 Penalty: 5059.380859
	Iteration 47Q: 3 clusters Score -4077021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4077021.000000 Penalty: 5059.380859
	Iteration 48F: 3 clusters Score -4077021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Entering Unmasked Estep 
Score: -3208204.500000 Penalty: 2481.342285
	Iteration 0F: 2 clusters Score -3208204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3192800.250000 Penalty: 4962.684570
	Iteration 0F: 3 clusters Score -3192800 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3198483.000000 Penalty: 4962.684570
	Iteration 1F: 3 clusters Score -3198483 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3199361.000000 Penalty: 4962.684570
	Iteration 2F: 3 clusters Score -3199361 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3200187.500000 Penalty: 4962.684570
	Iteration 3F: 3 clusters Score -3200188 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3200947.000000 Penalty: 4962.684570
	Iteration 4F: 3 clusters Score -3200947 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3201645.000000 Penalty: 4962.684570
	Iteration 5F: 3 clusters Score -3201645 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3202302.750000 Penalty: 4962.684570
	Iteration 6F: 3 clusters Score -3202303 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3202871.500000 Penalty: 4962.684570
	Iteration 7Q: 3 clusters Score -3202872 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3203388.000000 Penalty: 4962.684570
	Iteration 8Q: 3 clusters Score -3203388 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3203847.250000 Penalty: 4962.684570
	Iteration 9Q: 3 clusters Score -3203847 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3204235.750000 Penalty: 4962.684570
	Iteration 10Q: 3 clusters Score -3204236 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3204551.500000 Penalty: 4962.684570
	Iteration 11Q: 3 clusters Score -3204552 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3204816.750000 Penalty: 4962.684570
	Iteration 12Q: 3 clusters Score -3204817 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3205022.250000 Penalty: 4962.684570
	Iteration 13Q: 3 clusters Score -3205022 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3205169.750000 Penalty: 4962.684570
	Iteration 14Q: 3 clusters Score -3205170 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3205351.000000 Penalty: 4962.684570
	Iteration 15Q: 3 clusters Score -3205351 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3205509.250000 Penalty: 4962.684570
	Iteration 16Q: 3 clusters Score -3205509 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3205653.000000 Penalty: 4962.684570
	Iteration 17Q: 3 clusters Score -3205653 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3205767.000000 Penalty: 4962.684570
	Iteration 18Q: 3 clusters Score -3205767 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3205895.250000 Penalty: 4962.684570
	Iteration 19Q: 3 clusters Score -3205895 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3206016.000000 Penalty: 4962.684570
	Iteration 20F: 3 clusters Score -3206016 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3206095.750000 Penalty: 4962.684570
	Iteration 21Q: 3 clusters Score -3206096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3206179.000000 Penalty: 4962.684570
	Iteration 22Q: 3 clusters Score -3206179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3206272.250000 Penalty: 4962.684570
	Iteration 23Q: 3 clusters Score -3206272 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3206376.000000 Penalty: 4962.684570
	Iteration 24Q: 3 clusters Score -3206376 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3206460.750000 Penalty: 4962.684570
	Iteration 25Q: 3 clusters Score -3206461 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3206539.000000 Penalty: 4962.684570
	Iteration 26Q: 3 clusters Score -3206539 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3206598.250000 Penalty: 4962.684570
	Iteration 27Q: 3 clusters Score -3206598 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3206645.250000 Penalty: 4962.684570
	Iteration 28Q: 3 clusters Score -3206645 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3206709.500000 Penalty: 4962.684570
	Iteration 29Q: 3 clusters Score -3206710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3206777.750000 Penalty: 4962.684570
	Iteration 30Q: 3 clusters Score -3206778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3206868.500000 Penalty: 4962.684570
	Iteration 31Q: 3 clusters Score -3206868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3206944.750000 Penalty: 4962.684570
	Iteration 32Q: 3 clusters Score -3206945 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3206995.000000 Penalty: 4962.684570
	Iteration 33Q: 3 clusters Score -3206995 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3207037.250000 Penalty: 4962.684570
	Iteration 34Q: 3 clusters Score -3207037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3207077.250000 Penalty: 4962.684570
	Iteration 35Q: 3 clusters Score -3207077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3207111.750000 Penalty: 4962.684570
	Iteration 36Q: 3 clusters Score -3207112 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3207140.000000 Penalty: 4962.684570
	Iteration 37Q: 3 clusters Score -3207140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3207167.000000 Penalty: 4962.684570
	Iteration 38Q: 3 clusters Score -3207167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3207186.750000 Penalty: 4962.684570
	Iteration 39Q: 3 clusters Score -3207187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3207203.000000 Penalty: 4962.684570
	Iteration 40F: 3 clusters Score -3207203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3207209.750000 Penalty: 4962.684570
	Iteration 41Q: 3 clusters Score -3207210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3207224.250000 Penalty: 4962.684570
	Iteration 42Q: 3 clusters Score -3207224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3207233.500000 Penalty: 4962.684570
	Iteration 43Q: 3 clusters Score -3207234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3207239.500000 Penalty: 4962.684570
	Iteration 44Q: 3 clusters Score -3207240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3207246.250000 Penalty: 4962.684570
	Iteration 45Q: 3 clusters Score -3207246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3207251.250000 Penalty: 4962.684570
	Iteration 46Q: 3 clusters Score -3207251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3207250.500000 Penalty: 4962.684570
	Iteration 47Q: 3 clusters Score -3207250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3207253.000000 Penalty: 4962.684570
	Iteration 48Q: 3 clusters Score -3207253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3207258.000000 Penalty: 4962.684570
	Iteration 49Q: 3 clusters Score -3207258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3207271.500000 Penalty: 4962.684570
	Iteration 50Q: 3 clusters Score -3207272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3207272.000000 Penalty: 4962.684570
	Iteration 51Q: 3 clusters Score -3207272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3207271.500000 Penalty: 4962.684570
	Iteration 52Q: 3 clusters Score -3207272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3207277.250000 Penalty: 4962.684570
	Iteration 53Q: 3 clusters Score -3207277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3207288.000000 Penalty: 4962.684570
	Iteration 54Q: 3 clusters Score -3207288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3207296.250000 Penalty: 4962.684570
	Iteration 55Q: 3 clusters Score -3207296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3207300.750000 Penalty: 4962.684570
	Iteration 56Q: 3 clusters Score -3207301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3207306.000000 Penalty: 4962.684570
	Iteration 57Q: 3 clusters Score -3207306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3207306.000000 Penalty: 4962.684570
	Iteration 58Q: 3 clusters Score -3207306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3207309.750000 Penalty: 4962.684570
	Iteration 59Q: 3 clusters Score -3207310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3207310.000000 Penalty: 4962.684570
	Iteration 60F: 3 clusters Score -3207310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3207313.750000 Penalty: 4962.684570
	Iteration 61Q: 3 clusters Score -3207314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3207315.750000 Penalty: 4962.684570
	Iteration 62Q: 3 clusters Score -3207316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3207313.500000 Penalty: 4962.684570
	Iteration 63Q: 3 clusters Score -3207314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3207319.250000 Penalty: 4962.684570
	Iteration 64Q: 3 clusters Score -3207319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3207320.250000 Penalty: 4962.684570
	Iteration 65Q: 3 clusters Score -3207320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3207320.500000 Penalty: 4962.684570
	Iteration 66Q: 3 clusters Score -3207320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3207323.500000 Penalty: 4962.684570
	Iteration 67Q: 3 clusters Score -3207324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3207325.750000 Penalty: 4962.684570
	Iteration 68Q: 3 clusters Score -3207326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3207327.750000 Penalty: 4962.684570
	Iteration 69Q: 3 clusters Score -3207328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3207328.000000 Penalty: 4962.684570
	Iteration 70Q: 3 clusters Score -3207328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3207323.250000 Penalty: 4962.684570
	Iteration 71Q: 3 clusters Score -3207323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3207321.500000 Penalty: 4962.684570
	Iteration 72Q: 3 clusters Score -3207322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3207324.750000 Penalty: 4962.684570
	Iteration 73Q: 3 clusters Score -3207325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3207320.750000 Penalty: 4962.684570
	Iteration 74Q: 3 clusters Score -3207321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3207331.000000 Penalty: 4962.684570
	Iteration 75Q: 3 clusters Score -3207331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3207328.500000 Penalty: 4962.684570
	Iteration 76Q: 3 clusters Score -3207328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3207328.750000 Penalty: 4962.684570
	Iteration 77Q: 3 clusters Score -3207329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3207328.750000 Penalty: 4962.684570
	Iteration 78Q: 3 clusters Score -3207329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3207329.000000 Penalty: 4962.684570
	Iteration 79Q: 3 clusters Score -3207329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3207327.000000 Penalty: 4962.684570
	Iteration 80F: 3 clusters Score -3207327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3207328.000000 Penalty: 4962.684570
	Iteration 81Q: 3 clusters Score -3207328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3207326.500000 Penalty: 4962.684570
	Iteration 82Q: 3 clusters Score -3207326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3207326.500000 Penalty: 4962.684570
	Iteration 83F: 3 clusters Score -3207326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21079.757812 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21079.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21162.085938 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21162.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Entering Unmasked Estep 
Score: -2274015.250000 Penalty: 2404.387207
	Iteration 0F: 2 clusters Score -2274015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2262481.750000 Penalty: 4808.774414
	Iteration 0F: 3 clusters Score -2262482 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2266848.500000 Penalty: 4808.774414
	Iteration 1F: 3 clusters Score -2266848 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2267722.500000 Penalty: 4808.774414
	Iteration 2F: 3 clusters Score -2267722 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2268506.750000 Penalty: 4808.774414
	Iteration 3F: 3 clusters Score -2268507 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2269125.000000 Penalty: 4808.774414
	Iteration 4F: 3 clusters Score -2269125 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2269596.500000 Penalty: 4808.774414
	Iteration 5F: 3 clusters Score -2269596 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2269993.750000 Penalty: 4808.774414
	Iteration 6Q: 3 clusters Score -2269994 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2270326.000000 Penalty: 4808.774414
	Iteration 7Q: 3 clusters Score -2270326 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2270575.500000 Penalty: 4808.774414
	Iteration 8Q: 3 clusters Score -2270576 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2270816.250000 Penalty: 4808.774414
	Iteration 9Q: 3 clusters Score -2270816 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2271006.250000 Penalty: 4808.774414
	Iteration 10Q: 3 clusters Score -2271006 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2271156.250000 Penalty: 4808.774414
	Iteration 11Q: 3 clusters Score -2271156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2271276.750000 Penalty: 4808.774414
	Iteration 12Q: 3 clusters Score -2271277 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2271371.750000 Penalty: 4808.774414
	Iteration 13Q: 3 clusters Score -2271372 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2271456.750000 Penalty: 4808.774414
	Iteration 14Q: 3 clusters Score -2271457 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2271542.500000 Penalty: 4808.774414
	Iteration 15Q: 3 clusters Score -2271542 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2271617.500000 Penalty: 4808.774414
	Iteration 16Q: 3 clusters Score -2271618 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2271694.000000 Penalty: 4808.774414
	Iteration 17Q: 3 clusters Score -2271694 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2271750.750000 Penalty: 4808.774414
	Iteration 18Q: 3 clusters Score -2271751 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2271812.500000 Penalty: 4808.774414
	Iteration 19Q: 3 clusters Score -2271812 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2271862.000000 Penalty: 4808.774414
	Iteration 20F: 3 clusters Score -2271862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2271909.250000 Penalty: 4808.774414
	Iteration 21Q: 3 clusters Score -2271909 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2271950.750000 Penalty: 4808.774414
	Iteration 22Q: 3 clusters Score -2271951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2271988.750000 Penalty: 4808.774414
	Iteration 23Q: 3 clusters Score -2271989 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2272020.000000 Penalty: 4808.774414
	Iteration 24Q: 3 clusters Score -2272020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2272045.750000 Penalty: 4808.774414
	Iteration 25Q: 3 clusters Score -2272046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2272078.500000 Penalty: 4808.774414
	Iteration 26Q: 3 clusters Score -2272078 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2272112.500000 Penalty: 4808.774414
	Iteration 27Q: 3 clusters Score -2272112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2272146.500000 Penalty: 4808.774414
	Iteration 28Q: 3 clusters Score -2272146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2272165.250000 Penalty: 4808.774414
	Iteration 29Q: 3 clusters Score -2272165 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2272182.250000 Penalty: 4808.774414
	Iteration 30Q: 3 clusters Score -2272182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2272206.000000 Penalty: 4808.774414
	Iteration 31Q: 3 clusters Score -2272206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2272238.250000 Penalty: 4808.774414
	Iteration 32Q: 3 clusters Score -2272238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2272247.000000 Penalty: 4808.774414
	Iteration 33Q: 3 clusters Score -2272247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2272267.000000 Penalty: 4808.774414
	Iteration 34Q: 3 clusters Score -2272267 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2272285.000000 Penalty: 4808.774414
	Iteration 35Q: 3 clusters Score -2272285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2272306.250000 Penalty: 4808.774414
	Iteration 36Q: 3 clusters Score -2272306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2272325.750000 Penalty: 4808.774414
	Iteration 37Q: 3 clusters Score -2272326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2272348.750000 Penalty: 4808.774414
	Iteration 38Q: 3 clusters Score -2272349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2272366.000000 Penalty: 4808.774414
	Iteration 39Q: 3 clusters Score -2272366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2272382.500000 Penalty: 4808.774414
	Iteration 40F: 3 clusters Score -2272382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2272401.500000 Penalty: 4808.774414
	Iteration 41Q: 3 clusters Score -2272402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2272411.500000 Penalty: 4808.774414
	Iteration 42Q: 3 clusters Score -2272412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2272421.250000 Penalty: 4808.774414
	Iteration 43Q: 3 clusters Score -2272421 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2272442.000000 Penalty: 4808.774414
	Iteration 44Q: 3 clusters Score -2272442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2272449.500000 Penalty: 4808.774414
	Iteration 45Q: 3 clusters Score -2272450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2272465.750000 Penalty: 4808.774414
	Iteration 46Q: 3 clusters Score -2272466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2272473.000000 Penalty: 4808.774414
	Iteration 47Q: 3 clusters Score -2272473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2272494.000000 Penalty: 4808.774414
	Iteration 48Q: 3 clusters Score -2272494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2272510.500000 Penalty: 4808.774414
	Iteration 49Q: 3 clusters Score -2272510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2272520.500000 Penalty: 4808.774414
	Iteration 50Q: 3 clusters Score -2272520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2272538.750000 Penalty: 4808.774414
	Iteration 51Q: 3 clusters Score -2272539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2272545.500000 Penalty: 4808.774414
	Iteration 52Q: 3 clusters Score -2272546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2272556.000000 Penalty: 4808.774414
	Iteration 53Q: 3 clusters Score -2272556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2272558.500000 Penalty: 4808.774414
	Iteration 54Q: 3 clusters Score -2272558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2272564.500000 Penalty: 4808.774414
	Iteration 55Q: 3 clusters Score -2272564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2272580.250000 Penalty: 4808.774414
	Iteration 56Q: 3 clusters Score -2272580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2272587.000000 Penalty: 4808.774414
	Iteration 57Q: 3 clusters Score -2272587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2272605.750000 Penalty: 4808.774414
	Iteration 58Q: 3 clusters Score -2272606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2272607.000000 Penalty: 4808.774414
	Iteration 59Q: 3 clusters Score -2272607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2272603.250000 Penalty: 4808.774414
	Iteration 60F: 3 clusters Score -2272603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2272619.250000 Penalty: 4808.774414
	Iteration 61Q: 3 clusters Score -2272619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2272623.250000 Penalty: 4808.774414
	Iteration 62Q: 3 clusters Score -2272623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2272629.250000 Penalty: 4808.774414
	Iteration 63Q: 3 clusters Score -2272629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2272638.000000 Penalty: 4808.774414
	Iteration 64Q: 3 clusters Score -2272638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2272648.000000 Penalty: 4808.774414
	Iteration 65Q: 3 clusters Score -2272648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2272660.250000 Penalty: 4808.774414
	Iteration 66Q: 3 clusters Score -2272660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2272664.500000 Penalty: 4808.774414
	Iteration 67Q: 3 clusters Score -2272664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2272668.250000 Penalty: 4808.774414
	Iteration 68Q: 3 clusters Score -2272668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2272661.500000 Penalty: 4808.774414
	Iteration 69Q: 3 clusters Score -2272662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2272660.250000 Penalty: 4808.774414
	Iteration 70Q: 3 clusters Score -2272660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2272663.000000 Penalty: 4808.774414
	Iteration 71Q: 3 clusters Score -2272663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2272665.000000 Penalty: 4808.774414
	Iteration 72Q: 3 clusters Score -2272665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2272678.250000 Penalty: 4808.774414
	Iteration 73Q: 3 clusters Score -2272678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2272673.750000 Penalty: 4808.774414
	Iteration 74Q: 3 clusters Score -2272674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2272680.750000 Penalty: 4808.774414
	Iteration 75Q: 3 clusters Score -2272681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2272696.250000 Penalty: 4808.774414
	Iteration 76Q: 3 clusters Score -2272696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2272699.250000 Penalty: 4808.774414
	Iteration 77Q: 3 clusters Score -2272699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2272704.500000 Penalty: 4808.774414
	Iteration 78Q: 3 clusters Score -2272704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2272710.250000 Penalty: 4808.774414
	Iteration 79Q: 3 clusters Score -2272710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2272715.750000 Penalty: 4808.774414
	Iteration 80F: 3 clusters Score -2272716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2272715.000000 Penalty: 4808.774414
	Iteration 81Q: 3 clusters Score -2272715 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2272730.500000 Penalty: 4808.774414
	Iteration 82Q: 3 clusters Score -2272730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2272740.500000 Penalty: 4808.774414
	Iteration 83Q: 3 clusters Score -2272740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2272747.750000 Penalty: 4808.774414
	Iteration 84Q: 3 clusters Score -2272748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2272751.750000 Penalty: 4808.774414
	Iteration 85Q: 3 clusters Score -2272752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2272762.750000 Penalty: 4808.774414
	Iteration 86Q: 3 clusters Score -2272763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2272771.750000 Penalty: 4808.774414
	Iteration 87Q: 3 clusters Score -2272772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2272779.250000 Penalty: 4808.774414
	Iteration 88Q: 3 clusters Score -2272779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2272792.500000 Penalty: 4808.774414
	Iteration 89Q: 3 clusters Score -2272792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2272806.000000 Penalty: 4808.774414
	Iteration 90Q: 3 clusters Score -2272806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2272813.500000 Penalty: 4808.774414
	Iteration 91Q: 3 clusters Score -2272814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2272815.750000 Penalty: 4808.774414
	Iteration 92Q: 3 clusters Score -2272816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2272822.750000 Penalty: 4808.774414
	Iteration 93Q: 3 clusters Score -2272823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2272822.250000 Penalty: 4808.774414
	Iteration 94Q: 3 clusters Score -2272822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2272819.000000 Penalty: 4808.774414
	Iteration 95Q: 3 clusters Score -2272819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2272822.500000 Penalty: 4808.774414
	Iteration 96Q: 3 clusters Score -2272822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2272824.750000 Penalty: 4808.774414
	Iteration 97Q: 3 clusters Score -2272825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2272830.000000 Penalty: 4808.774414
	Iteration 98Q: 3 clusters Score -2272830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2272831.750000 Penalty: 4808.774414
	Iteration 99Q: 3 clusters Score -2272832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2272840.250000 Penalty: 4808.774414
	Iteration 100F: 3 clusters Score -2272840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2272848.750000 Penalty: 4808.774414
	Iteration 101Q: 3 clusters Score -2272849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2272856.750000 Penalty: 4808.774414
	Iteration 102Q: 3 clusters Score -2272857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2272867.250000 Penalty: 4808.774414
	Iteration 103Q: 3 clusters Score -2272867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2272870.250000 Penalty: 4808.774414
	Iteration 104Q: 3 clusters Score -2272870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2272871.750000 Penalty: 4808.774414
	Iteration 105Q: 3 clusters Score -2272872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2272874.250000 Penalty: 4808.774414
	Iteration 106Q: 3 clusters Score -2272874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2272873.000000 Penalty: 4808.774414
	Iteration 107Q: 3 clusters Score -2272873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2272879.500000 Penalty: 4808.774414
	Iteration 108Q: 3 clusters Score -2272880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2272884.250000 Penalty: 4808.774414
	Iteration 109Q: 3 clusters Score -2272884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2272889.750000 Penalty: 4808.774414
	Iteration 110Q: 3 clusters Score -2272890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2272895.500000 Penalty: 4808.774414
	Iteration 111Q: 3 clusters Score -2272896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2272897.500000 Penalty: 4808.774414
	Iteration 112Q: 3 clusters Score -2272898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2272908.000000 Penalty: 4808.774414
	Iteration 113Q: 3 clusters Score -2272908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2272914.000000 Penalty: 4808.774414
	Iteration 114Q: 3 clusters Score -2272914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2272916.000000 Penalty: 4808.774414
	Iteration 115Q: 3 clusters Score -2272916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2272914.500000 Penalty: 4808.774414
	Iteration 116Q: 3 clusters Score -2272914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2272915.500000 Penalty: 4808.774414
	Iteration 117Q: 3 clusters Score -2272916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2272914.750000 Penalty: 4808.774414
	Iteration 118Q: 3 clusters Score -2272915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2272922.000000 Penalty: 4808.774414
	Iteration 119Q: 3 clusters Score -2272922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2272927.750000 Penalty: 4808.774414
	Iteration 120F: 3 clusters Score -2272928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2272931.750000 Penalty: 4808.774414
	Iteration 121Q: 3 clusters Score -2272932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2272933.250000 Penalty: 4808.774414
	Iteration 122Q: 3 clusters Score -2272933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2272937.000000 Penalty: 4808.774414
	Iteration 123Q: 3 clusters Score -2272937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2272940.500000 Penalty: 4808.774414
	Iteration 124Q: 3 clusters Score -2272940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2272940.500000 Penalty: 4808.774414
	Iteration 125Q: 3 clusters Score -2272940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2272941.250000 Penalty: 4808.774414
	Iteration 126Q: 3 clusters Score -2272941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2272948.250000 Penalty: 4808.774414
	Iteration 127Q: 3 clusters Score -2272948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2272950.250000 Penalty: 4808.774414
	Iteration 128Q: 3 clusters Score -2272950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2272949.250000 Penalty: 4808.774414
	Iteration 129Q: 3 clusters Score -2272949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2272953.500000 Penalty: 4808.774414
	Iteration 130Q: 3 clusters Score -2272954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2272955.750000 Penalty: 4808.774414
	Iteration 131Q: 3 clusters Score -2272956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2272964.500000 Penalty: 4808.774414
	Iteration 132Q: 3 clusters Score -2272964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2272964.500000 Penalty: 4808.774414
	Iteration 133Q: 3 clusters Score -2272964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2272971.250000 Penalty: 4808.774414
	Iteration 134Q: 3 clusters Score -2272971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2272974.000000 Penalty: 4808.774414
	Iteration 135Q: 3 clusters Score -2272974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2272988.000000 Penalty: 4808.774414
	Iteration 136Q: 3 clusters Score -2272988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2273005.750000 Penalty: 4808.774414
	Iteration 137Q: 3 clusters Score -2273006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2273010.750000 Penalty: 4808.774414
	Iteration 138Q: 3 clusters Score -2273011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2273023.000000 Penalty: 4808.774414
	Iteration 139Q: 3 clusters Score -2273023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2273027.500000 Penalty: 4808.774414
	Iteration 140F: 3 clusters Score -2273028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2273037.500000 Penalty: 4808.774414
	Iteration 141Q: 3 clusters Score -2273038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2273045.000000 Penalty: 4808.774414
	Iteration 142Q: 3 clusters Score -2273045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2273053.000000 Penalty: 4808.774414
	Iteration 143Q: 3 clusters Score -2273053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2273057.500000 Penalty: 4808.774414
	Iteration 144Q: 3 clusters Score -2273058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2273064.750000 Penalty: 4808.774414
	Iteration 145Q: 3 clusters Score -2273065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2273071.000000 Penalty: 4808.774414
	Iteration 146Q: 3 clusters Score -2273071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2273075.250000 Penalty: 4808.774414
	Iteration 147Q: 3 clusters Score -2273075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2273078.500000 Penalty: 4808.774414
	Iteration 148Q: 3 clusters Score -2273078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2273079.250000 Penalty: 4808.774414
	Iteration 149Q: 3 clusters Score -2273079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2273079.000000 Penalty: 4808.774414
	Iteration 150Q: 3 clusters Score -2273079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2273075.500000 Penalty: 4808.774414
	Iteration 151Q: 3 clusters Score -2273076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2273076.750000 Penalty: 4808.774414
	Iteration 152Q: 3 clusters Score -2273077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2273077.250000 Penalty: 4808.774414
	Iteration 153Q: 3 clusters Score -2273077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2273081.000000 Penalty: 4808.774414
	Iteration 154Q: 3 clusters Score -2273081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2273081.500000 Penalty: 4808.774414
	Iteration 155Q: 3 clusters Score -2273082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2273084.250000 Penalty: 4808.774414
	Iteration 156Q: 3 clusters Score -2273084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2273085.000000 Penalty: 4808.774414
	Iteration 157Q: 3 clusters Score -2273085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2273080.000000 Penalty: 4808.774414
	Iteration 158Q: 3 clusters Score -2273080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2273083.750000 Penalty: 4808.774414
	Iteration 159Q: 3 clusters Score -2273084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2273086.750000 Penalty: 4808.774414
	Iteration 160F: 3 clusters Score -2273087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2273089.000000 Penalty: 4808.774414
	Iteration 161Q: 3 clusters Score -2273089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2273088.750000 Penalty: 4808.774414
	Iteration 162Q: 3 clusters Score -2273089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2273092.250000 Penalty: 4808.774414
	Iteration 163Q: 3 clusters Score -2273092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2273095.750000 Penalty: 4808.774414
	Iteration 164Q: 3 clusters Score -2273096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2273098.750000 Penalty: 4808.774414
	Iteration 165Q: 3 clusters Score -2273099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2273099.750000 Penalty: 4808.774414
	Iteration 166Q: 3 clusters Score -2273100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2273097.000000 Penalty: 4808.774414
	Iteration 167Q: 3 clusters Score -2273097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2273096.500000 Penalty: 4808.774414
	Iteration 168Q: 3 clusters Score -2273096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2273093.750000 Penalty: 4808.774414
	Iteration 169Q: 3 clusters Score -2273094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2273094.000000 Penalty: 4808.774414
	Iteration 170Q: 3 clusters Score -2273094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2273093.250000 Penalty: 4808.774414
	Iteration 171Q: 3 clusters Score -2273093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2273093.250000 Penalty: 4808.774414
	Iteration 172F: 3 clusters Score -2273093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -2346157.750000 Penalty: 2391.326904
	Iteration 0F: 2 clusters Score -2346158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2335091.250000 Penalty: 4782.653809
	Iteration 0F: 3 clusters Score -2335091 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2338542.750000 Penalty: 4782.653809
	Iteration 1F: 3 clusters Score -2338543 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2338941.000000 Penalty: 4782.653809
	Iteration 2F: 3 clusters Score -2338941 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2339295.000000 Penalty: 4782.653809
	Iteration 3F: 3 clusters Score -2339295 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2339622.750000 Penalty: 4782.653809
	Iteration 4Q: 3 clusters Score -2339623 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2339972.750000 Penalty: 4782.653809
	Iteration 5Q: 3 clusters Score -2339973 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2340319.750000 Penalty: 4782.653809
	Iteration 6Q: 3 clusters Score -2340320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2340638.250000 Penalty: 4782.653809
	Iteration 7Q: 3 clusters Score -2340638 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2340888.750000 Penalty: 4782.653809
	Iteration 8Q: 3 clusters Score -2340889 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2341089.500000 Penalty: 4782.653809
	Iteration 9Q: 3 clusters Score -2341090 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2341243.250000 Penalty: 4782.653809
	Iteration 10Q: 3 clusters Score -2341243 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2341390.250000 Penalty: 4782.653809
	Iteration 11Q: 3 clusters Score -2341390 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2341521.750000 Penalty: 4782.653809
	Iteration 12Q: 3 clusters Score -2341522 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2341636.000000 Penalty: 4782.653809
	Iteration 13Q: 3 clusters Score -2341636 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2341718.500000 Penalty: 4782.653809
	Iteration 14Q: 3 clusters Score -2341718 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2341804.250000 Penalty: 4782.653809
	Iteration 15Q: 3 clusters Score -2341804 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2341862.500000 Penalty: 4782.653809
	Iteration 16Q: 3 clusters Score -2341862 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2341903.000000 Penalty: 4782.653809
	Iteration 17Q: 3 clusters Score -2341903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2341926.750000 Penalty: 4782.653809
	Iteration 18Q: 3 clusters Score -2341927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2341961.500000 Penalty: 4782.653809
	Iteration 19Q: 3 clusters Score -2341962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2341983.500000 Penalty: 4782.653809
	Iteration 20F: 3 clusters Score -2341984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2341996.000000 Penalty: 4782.653809
	Iteration 21Q: 3 clusters Score -2341996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2342008.250000 Penalty: 4782.653809
	Iteration 22Q: 3 clusters Score -2342008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2342030.250000 Penalty: 4782.653809
	Iteration 23Q: 3 clusters Score -2342030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2342046.000000 Penalty: 4782.653809
	Iteration 24Q: 3 clusters Score -2342046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2342062.750000 Penalty: 4782.653809
	Iteration 25Q: 3 clusters Score -2342063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2342072.250000 Penalty: 4782.653809
	Iteration 26Q: 3 clusters Score -2342072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2342082.500000 Penalty: 4782.653809
	Iteration 27Q: 3 clusters Score -2342082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2342088.250000 Penalty: 4782.653809
	Iteration 28Q: 3 clusters Score -2342088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2342091.750000 Penalty: 4782.653809
	Iteration 29Q: 3 clusters Score -2342092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2342096.000000 Penalty: 4782.653809
	Iteration 30Q: 3 clusters Score -2342096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2342098.750000 Penalty: 4782.653809
	Iteration 31Q: 3 clusters Score -2342099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2342105.000000 Penalty: 4782.653809
	Iteration 32Q: 3 clusters Score -2342105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2342113.500000 Penalty: 4782.653809
	Iteration 33Q: 3 clusters Score -2342114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2342114.750000 Penalty: 4782.653809
	Iteration 34Q: 3 clusters Score -2342115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2342122.000000 Penalty: 4782.653809
	Iteration 35Q: 3 clusters Score -2342122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2342128.750000 Penalty: 4782.653809
	Iteration 36Q: 3 clusters Score -2342129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2342137.000000 Penalty: 4782.653809
	Iteration 37Q: 3 clusters Score -2342137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2342143.250000 Penalty: 4782.653809
	Iteration 38Q: 3 clusters Score -2342143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2342141.500000 Penalty: 4782.653809
	Iteration 39Q: 3 clusters Score -2342142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2342151.500000 Penalty: 4782.653809
	Iteration 40F: 3 clusters Score -2342152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2342151.000000 Penalty: 4782.653809
	Iteration 41Q: 3 clusters Score -2342151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2342152.500000 Penalty: 4782.653809
	Iteration 42Q: 3 clusters Score -2342152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2342168.750000 Penalty: 4782.653809
	Iteration 43Q: 3 clusters Score -2342169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2342168.250000 Penalty: 4782.653809
	Iteration 44Q: 3 clusters Score -2342168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2342170.500000 Penalty: 4782.653809
	Iteration 45Q: 3 clusters Score -2342170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2342184.000000 Penalty: 4782.653809
	Iteration 46Q: 3 clusters Score -2342184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2342186.250000 Penalty: 4782.653809
	Iteration 47Q: 3 clusters Score -2342186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2342194.250000 Penalty: 4782.653809
	Iteration 48Q: 3 clusters Score -2342194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2342204.250000 Penalty: 4782.653809
	Iteration 49Q: 3 clusters Score -2342204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2342225.000000 Penalty: 4782.653809
	Iteration 50Q: 3 clusters Score -2342225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2342253.500000 Penalty: 4782.653809
	Iteration 51Q: 3 clusters Score -2342254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2342263.500000 Penalty: 4782.653809
	Iteration 52Q: 3 clusters Score -2342264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2342276.750000 Penalty: 4782.653809
	Iteration 53Q: 3 clusters Score -2342277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2342301.500000 Penalty: 4782.653809
	Iteration 54Q: 3 clusters Score -2342302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2342339.500000 Penalty: 4782.653809
	Iteration 55Q: 3 clusters Score -2342340 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2342376.500000 Penalty: 4782.653809
	Iteration 56Q: 3 clusters Score -2342376 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2342437.500000 Penalty: 4782.653809
	Iteration 57Q: 3 clusters Score -2342438 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2342501.250000 Penalty: 4782.653809
	Iteration 58Q: 3 clusters Score -2342501 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2342593.000000 Penalty: 4782.653809
	Iteration 59Q: 3 clusters Score -2342593 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2342732.750000 Penalty: 4782.653809
	Iteration 60F: 3 clusters Score -2342733 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2342903.250000 Penalty: 4782.653809
	Iteration 61Q: 3 clusters Score -2342903 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2343115.500000 Penalty: 4782.653809
	Iteration 62Q: 3 clusters Score -2343116 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2343388.000000 Penalty: 4782.653809
	Iteration 63Q: 3 clusters Score -2343388 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2343715.500000 Penalty: 4782.653809
	Iteration 64Q: 3 clusters Score -2343716 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2344109.750000 Penalty: 4782.653809
	Iteration 65Q: 3 clusters Score -2344110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2344526.000000 Penalty: 4782.653809
	Iteration 66Q: 3 clusters Score -2344526 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2344873.000000 Penalty: 4782.653809
	Iteration 67Q: 3 clusters Score -2344873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2345126.500000 Penalty: 4782.653809
	Iteration 68Q: 3 clusters Score -2345126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2345278.500000 Penalty: 4782.653809
	Iteration 69Q: 3 clusters Score -2345278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2345348.500000 Penalty: 4782.653809
	Iteration 70Q: 3 clusters Score -2345348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2345369.250000 Penalty: 4782.653809
	Iteration 71Q: 3 clusters Score -2345369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2345380.250000 Penalty: 4782.653809
	Iteration 72Q: 3 clusters Score -2345380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2345385.250000 Penalty: 4782.653809
	Iteration 73Q: 3 clusters Score -2345385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2345384.250000 Penalty: 4782.653809
	Iteration 74Q: 3 clusters Score -2345384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2345384.750000 Penalty: 4782.653809
	Iteration 75Q: 3 clusters Score -2345385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2345391.000000 Penalty: 4782.653809
	Iteration 76Q: 3 clusters Score -2345391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2345388.500000 Penalty: 4782.653809
	Iteration 77Q: 3 clusters Score -2345388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2345390.500000 Penalty: 4782.653809
	Iteration 78Q: 3 clusters Score -2345390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2345391.750000 Penalty: 4782.653809
	Iteration 79Q: 3 clusters Score -2345392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2345400.000000 Penalty: 4782.653809
	Iteration 80F: 3 clusters Score -2345400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2345397.500000 Penalty: 4782.653809
	Iteration 81Q: 3 clusters Score -2345398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2345398.500000 Penalty: 4782.653809
	Iteration 82Q: 3 clusters Score -2345398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2345397.500000 Penalty: 4782.653809
	Iteration 83Q: 3 clusters Score -2345398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2345396.000000 Penalty: 4782.653809
	Iteration 84Q: 3 clusters Score -2345396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2345396.000000 Penalty: 4782.653809
	Iteration 85F: 3 clusters Score -2345396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -353009.468750 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -353009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -350050.125000 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -350050.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -350667.218750 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -350667.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -350861.187500 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -350861.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -351006.125000 Penalty: 3883.496582
	Iteration 3F: 3 clusters Score -351006.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -351156.468750 Penalty: 3883.496582
	Iteration 4Q: 3 clusters Score -351156.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -351335.062500 Penalty: 3883.496582
	Iteration 5Q: 3 clusters Score -351335.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -351491.968750 Penalty: 3883.496582
	Iteration 6Q: 3 clusters Score -351492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351592.937500 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -351592.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -351677.593750 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -351677.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351726.562500 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -351726.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -351768.406250 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -351768.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -351800.250000 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -351800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -351815.468750 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -351815.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351828.187500 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -351828.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -351850.781250 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -351850.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -351868.625000 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -351868.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -351881.218750 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -351881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -351892.375000 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -351892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -351900.875000 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -351900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -351912.093750 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -351912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -351922.375000 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -351922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -351926.562500 Penalty: 3883.496582
	Iteration 21Q: 3 clusters Score -351926.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -351931.406250 Penalty: 3883.496582
	Iteration 22Q: 3 clusters Score -351931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -351939.906250 Penalty: 3883.496582
	Iteration 23Q: 3 clusters Score -351939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -351944.781250 Penalty: 3883.496582
	Iteration 24Q: 3 clusters Score -351944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -351947.156250 Penalty: 3883.496582
	Iteration 25Q: 3 clusters Score -351947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -351948.437500 Penalty: 3883.496582
	Iteration 26Q: 3 clusters Score -351948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -351948.437500 Penalty: 3883.496582
	Iteration 27F: 3 clusters Score -351948.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Entering Unmasked Estep 
Score: -5691991.500000 Penalty: 2612.488281
	Iteration 0F: 2 clusters Score -5691992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5666592.500000 Penalty: 5224.976562
	Iteration 0F: 3 clusters Score -5666592 nChanged 17141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5676069.500000 Penalty: 5224.976562
	Iteration 1F: 3 clusters Score -5676070 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5676715.000000 Penalty: 5224.976562
	Iteration 2Q: 3 clusters Score -5676715 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -5677366.500000 Penalty: 5224.976562
	Iteration 3Q: 3 clusters Score -5677366 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5678024.000000 Penalty: 5224.976562
	Iteration 4Q: 3 clusters Score -5678024 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5678681.500000 Penalty: 5224.976562
	Iteration 5Q: 3 clusters Score -5678682 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5679383.500000 Penalty: 5224.976562
	Iteration 6Q: 3 clusters Score -5679384 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5680065.000000 Penalty: 5224.976562
	Iteration 7Q: 3 clusters Score -5680065 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5680743.000000 Penalty: 5224.976562
	Iteration 8Q: 3 clusters Score -5680743 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5681456.500000 Penalty: 5224.976562
	Iteration 9Q: 3 clusters Score -5681456 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -5682229.000000 Penalty: 5224.976562
	Iteration 10Q: 3 clusters Score -5682229 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5682942.000000 Penalty: 5224.976562
	Iteration 11Q: 3 clusters Score -5682942 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5683636.000000 Penalty: 5224.976562
	Iteration 12Q: 3 clusters Score -5683636 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -5684366.000000 Penalty: 5224.976562
	Iteration 13Q: 3 clusters Score -5684366 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -5685126.000000 Penalty: 5224.976562
	Iteration 14Q: 3 clusters Score -5685126 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -5685831.500000 Penalty: 5224.976562
	Iteration 15Q: 3 clusters Score -5685832 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5686501.500000 Penalty: 5224.976562
	Iteration 16Q: 3 clusters Score -5686502 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5687148.000000 Penalty: 5224.976562
	Iteration 17Q: 3 clusters Score -5687148 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5687768.000000 Penalty: 5224.976562
	Iteration 18Q: 3 clusters Score -5687768 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5688288.500000 Penalty: 5224.976562
	Iteration 19Q: 3 clusters Score -5688288 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5688687.500000 Penalty: 5224.976562
	Iteration 20F: 3 clusters Score -5688688 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5688980.000000 Penalty: 5224.976562
	Iteration 21Q: 3 clusters Score -5688980 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5689205.000000 Penalty: 5224.976562
	Iteration 22Q: 3 clusters Score -5689205 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5689355.000000 Penalty: 5224.976562
	Iteration 23Q: 3 clusters Score -5689355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5689477.500000 Penalty: 5224.976562
	Iteration 24Q: 3 clusters Score -5689478 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5689569.500000 Penalty: 5224.976562
	Iteration 25Q: 3 clusters Score -5689570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5689630.000000 Penalty: 5224.976562
	Iteration 26Q: 3 clusters Score -5689630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5689702.000000 Penalty: 5224.976562
	Iteration 27Q: 3 clusters Score -5689702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5689732.500000 Penalty: 5224.976562
	Iteration 28Q: 3 clusters Score -5689732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5689760.500000 Penalty: 5224.976562
	Iteration 29Q: 3 clusters Score -5689760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5689795.500000 Penalty: 5224.976562
	Iteration 30Q: 3 clusters Score -5689796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5689824.500000 Penalty: 5224.976562
	Iteration 31Q: 3 clusters Score -5689824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5689858.000000 Penalty: 5224.976562
	Iteration 32Q: 3 clusters Score -5689858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5689884.000000 Penalty: 5224.976562
	Iteration 33Q: 3 clusters Score -5689884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5689894.500000 Penalty: 5224.976562
	Iteration 34Q: 3 clusters Score -5689894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5689893.500000 Penalty: 5224.976562
	Iteration 35Q: 3 clusters Score -5689894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5689891.000000 Penalty: 5224.976562
	Iteration 36Q: 3 clusters Score -5689891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5689893.000000 Penalty: 5224.976562
	Iteration 37Q: 3 clusters Score -5689893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5689892.000000 Penalty: 5224.976562
	Iteration 38Q: 3 clusters Score -5689892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5689903.000000 Penalty: 5224.976562
	Iteration 39Q: 3 clusters Score -5689903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5689900.000000 Penalty: 5224.976562
	Iteration 40F: 3 clusters Score -5689900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 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 65 members 
Entering Unmasked Estep 
Score: -15537.970703 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15537.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15593.481445 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15593.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15630.028320 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15630.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15667.288086 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15667.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -15691.668945 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15691.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -15691.668945 Penalty: 2443.917969
	Iteration 5F: 3 clusters Score -15691.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -108678.773438 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -108678.8 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 413 members 
Entering Unmasked Estep 
Score: -107065.882812 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -107065.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107976.476562 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -107976.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -108740.851562 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -108740.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -109410.328125 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -109410.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -109782.195312 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -109782.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -110001.703125 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -110001.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -110033.570312 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -110033.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -110060.156250 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -110060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -110060.156250 Penalty: 3343.883545
	Iteration 8F: 3 clusters Score -110060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 110027 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22146 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 147510 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20642 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
Score: -104144768.000000 Penalty: 126803.226562
Splitting cluster 21 changes total score from -104115800.000000 to -104144768.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 22 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -424497.937500 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -424497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -421325.937500 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -421325.9 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -421922.843750 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -421922.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -422053.250000 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -422053.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -422153.156250 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -422153.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -422239.250000 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -422239.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -422309.500000 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -422309.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -422362.187500 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -422362.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -422407.906250 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -422407.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -422450.812500 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -422450.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -422511.250000 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -422511.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -422561.843750 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -422561.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -422595.062500 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -422595.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -422623.718750 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -422623.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -422651.937500 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -422651.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -422683.031250 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -422683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -422720.437500 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -422720.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -422751.718750 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -422751.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -422789.937500 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -422789.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -422828.375000 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -422828.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -422866.906250 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -422866.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -422900.000000 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -422900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -422921.687500 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -422921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -422940.000000 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -422940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -422965.781250 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -422965.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -422988.906250 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -422988.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -423013.343750 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -423013.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -423040.406250 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -423040.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -423076.250000 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -423076.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -423115.250000 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -423115.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -423145.000000 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -423145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -423172.718750 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -423172.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -423202.625000 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -423202.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -423234.843750 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -423234.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -423263.125000 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -423263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -423284.812500 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -423284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -423305.093750 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -423305.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -423318.281250 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -423318.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -423330.218750 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -423330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -423338.281250 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -423338.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -423348.312500 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -423348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -423353.875000 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -423353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -423356.750000 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -423356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -423361.468750 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -423361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -423364.625000 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -423364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -423367.937500 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -423367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -423369.375000 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -423369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -423370.875000 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -423370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -423371.343750 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -423371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -423372.500000 Penalty: 3945.368652
	Iteration 48Q: 3 clusters Score -423372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -423372.500000 Penalty: 3945.368652
	Iteration 49F: 3 clusters Score -423372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -715595.375000 Penalty: 2102.139893
	Iteration 0F: 2 clusters Score -715595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -711219.875000 Penalty: 4204.279785
	Iteration 0F: 3 clusters Score -711219.9 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -712267.687500 Penalty: 4204.279785
	Iteration 1F: 3 clusters Score -712267.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -712502.437500 Penalty: 4204.279785
	Iteration 2F: 3 clusters Score -712502.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -712703.062500 Penalty: 4204.279785
	Iteration 3F: 3 clusters Score -712703.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -712898.812500 Penalty: 4204.279785
	Iteration 4Q: 3 clusters Score -712898.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -713101.375000 Penalty: 4204.279785
	Iteration 5F: 3 clusters Score -713101.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -713269.625000 Penalty: 4204.279785
	Iteration 6F: 3 clusters Score -713269.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -713420.062500 Penalty: 4204.279785
	Iteration 7Q: 3 clusters Score -713420.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -713556.625000 Penalty: 4204.279785
	Iteration 8Q: 3 clusters Score -713556.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -713674.125000 Penalty: 4204.279785
	Iteration 9Q: 3 clusters Score -713674.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -713763.375000 Penalty: 4204.279785
	Iteration 10Q: 3 clusters Score -713763.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -713831.687500 Penalty: 4204.279785
	Iteration 11Q: 3 clusters Score -713831.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -713885.812500 Penalty: 4204.279785
	Iteration 12Q: 3 clusters Score -713885.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -713941.250000 Penalty: 4204.279785
	Iteration 13Q: 3 clusters Score -713941.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -713982.375000 Penalty: 4204.279785
	Iteration 14Q: 3 clusters Score -713982.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -714021.437500 Penalty: 4204.279785
	Iteration 15Q: 3 clusters Score -714021.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -714051.312500 Penalty: 4204.279785
	Iteration 16Q: 3 clusters Score -714051.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -714069.937500 Penalty: 4204.279785
	Iteration 17Q: 3 clusters Score -714069.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -714084.750000 Penalty: 4204.279785
	Iteration 18Q: 3 clusters Score -714084.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -714102.250000 Penalty: 4204.279785
	Iteration 19Q: 3 clusters Score -714102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -714112.687500 Penalty: 4204.279785
	Iteration 20F: 3 clusters Score -714112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -714122.500000 Penalty: 4204.279785
	Iteration 21Q: 3 clusters Score -714122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -714132.812500 Penalty: 4204.279785
	Iteration 22Q: 3 clusters Score -714132.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -714141.812500 Penalty: 4204.279785
	Iteration 23Q: 3 clusters Score -714141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -714146.562500 Penalty: 4204.279785
	Iteration 24Q: 3 clusters Score -714146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -714153.312500 Penalty: 4204.279785
	Iteration 25Q: 3 clusters Score -714153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -714156.937500 Penalty: 4204.279785
	Iteration 26Q: 3 clusters Score -714156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -714161.937500 Penalty: 4204.279785
	Iteration 27Q: 3 clusters Score -714161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -714163.000000 Penalty: 4204.279785
	Iteration 28Q: 3 clusters Score -714163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -714163.437500 Penalty: 4204.279785
	Iteration 29Q: 3 clusters Score -714163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -714167.625000 Penalty: 4204.279785
	Iteration 30Q: 3 clusters Score -714167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -714169.875000 Penalty: 4204.279785
	Iteration 31Q: 3 clusters Score -714169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -714171.562500 Penalty: 4204.279785
	Iteration 32Q: 3 clusters Score -714171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -714172.937500 Penalty: 4204.279785
	Iteration 33Q: 3 clusters Score -714172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -714173.687500 Penalty: 4204.279785
	Iteration 34Q: 3 clusters Score -714173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -714174.375000 Penalty: 4204.279785
	Iteration 35Q: 3 clusters Score -714174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -714175.062500 Penalty: 4204.279785
	Iteration 36Q: 3 clusters Score -714175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -714175.000000 Penalty: 4204.279785
	Iteration 37Q: 3 clusters Score -714175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -714175.000000 Penalty: 4204.279785
	Iteration 38F: 3 clusters Score -714175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -508277.437500 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -508277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -504732.125000 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -504732.1 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -505460.593750 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -505460.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -505631.000000 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -505631 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -505729.593750 Penalty: 4031.046387
	Iteration 3Q: 3 clusters Score -505729.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -505817.843750 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -505817.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -505925.250000 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -505925.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -506065.406250 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -506065.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -506220.593750 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -506220.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -506385.406250 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -506385.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506544.218750 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -506544.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -506656.656250 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -506656.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -506715.906250 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -506715.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -506756.375000 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -506756.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -506791.968750 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -506792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -506813.531250 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -506813.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -506837.156250 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -506837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -506852.031250 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -506852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -506869.593750 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -506869.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -506899.781250 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -506899.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -506924.375000 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -506924.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -506947.187500 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -506947.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -506976.500000 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -506976.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -507019.625000 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -507019.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -507074.500000 Penalty: 4031.046387
	Iteration 23Q: 3 clusters Score -507074.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -507110.375000 Penalty: 4031.046387
	Iteration 24Q: 3 clusters Score -507110.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -507151.375000 Penalty: 4031.046387
	Iteration 25Q: 3 clusters Score -507151.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -507197.250000 Penalty: 4031.046387
	Iteration 26Q: 3 clusters Score -507197.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -507232.093750 Penalty: 4031.046387
	Iteration 27Q: 3 clusters Score -507232.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -507263.062500 Penalty: 4031.046387
	Iteration 28Q: 3 clusters Score -507263.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -507288.593750 Penalty: 4031.046387
	Iteration 29Q: 3 clusters Score -507288.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -507300.656250 Penalty: 4031.046387
	Iteration 30Q: 3 clusters Score -507300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -507312.093750 Penalty: 4031.046387
	Iteration 31Q: 3 clusters Score -507312.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -507317.906250 Penalty: 4031.046387
	Iteration 32Q: 3 clusters Score -507317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -507321.906250 Penalty: 4031.046387
	Iteration 33Q: 3 clusters Score -507321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -507324.968750 Penalty: 4031.046387
	Iteration 34Q: 3 clusters Score -507325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -507327.000000 Penalty: 4031.046387
	Iteration 35Q: 3 clusters Score -507327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -507328.093750 Penalty: 4031.046387
	Iteration 36Q: 3 clusters Score -507328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -507328.125000 Penalty: 4031.046387
	Iteration 37Q: 3 clusters Score -507328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -507328.218750 Penalty: 4031.046387
	Iteration 38Q: 3 clusters Score -507328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -507329.968750 Penalty: 4031.046387
	Iteration 39Q: 3 clusters Score -507330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -507330.156250 Penalty: 4031.046387
	Iteration 40F: 3 clusters Score -507330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -350145.937500 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -350145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -347358.687500 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -347358.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -347903.375000 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -347903.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -348030.531250 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -348030.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -348115.968750 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -348116 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -348179.218750 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -348179.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -348205.968750 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -348206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -348225.031250 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -348225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -348242.000000 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -348242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -348254.250000 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -348254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -348271.468750 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -348271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -348284.968750 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -348285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -348305.468750 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -348305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -348328.125000 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -348328.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -348364.156250 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -348364.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -348435.000000 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -348435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -348568.937500 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -348568.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348763.281250 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -348763.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -348866.875000 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -348866.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -348942.843750 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -348942.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -349012.875000 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -349012.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -349070.843750 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -349070.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -349110.281250 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -349110.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -349150.531250 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -349150.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -349192.687500 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -349192.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349243.656250 Penalty: 3838.073975
	Iteration 24Q: 3 clusters Score -349243.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -349292.000000 Penalty: 3838.073975
	Iteration 25Q: 3 clusters Score -349292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -349326.000000 Penalty: 3838.073975
	Iteration 26Q: 3 clusters Score -349326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -349352.125000 Penalty: 3838.073975
	Iteration 27Q: 3 clusters Score -349352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -349378.218750 Penalty: 3838.073975
	Iteration 28Q: 3 clusters Score -349378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -349400.468750 Penalty: 3838.073975
	Iteration 29Q: 3 clusters Score -349400.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -349416.468750 Penalty: 3838.073975
	Iteration 30Q: 3 clusters Score -349416.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -349436.187500 Penalty: 3838.073975
	Iteration 31Q: 3 clusters Score -349436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -349448.187500 Penalty: 3838.073975
	Iteration 32Q: 3 clusters Score -349448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -349459.500000 Penalty: 3838.073975
	Iteration 33Q: 3 clusters Score -349459.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -349471.375000 Penalty: 3838.073975
	Iteration 34Q: 3 clusters Score -349471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -349478.750000 Penalty: 3838.073975
	Iteration 35Q: 3 clusters Score -349478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -349484.375000 Penalty: 3838.073975
	Iteration 36Q: 3 clusters Score -349484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -349490.531250 Penalty: 3838.073975
	Iteration 37Q: 3 clusters Score -349490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -349495.312500 Penalty: 3838.073975
	Iteration 38Q: 3 clusters Score -349495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -349496.906250 Penalty: 3838.073975
	Iteration 39Q: 3 clusters Score -349496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -349498.750000 Penalty: 3838.073975
	Iteration 40F: 3 clusters Score -349498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -349500.031250 Penalty: 3838.073975
	Iteration 41Q: 3 clusters Score -349500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -349500.031250 Penalty: 3838.073975
	Iteration 42F: 3 clusters Score -349500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -459316.562500 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -459316.6 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 1690 members 
Entering Unmasked Estep 
Score: -455842.468750 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -455842.5 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -456999.281250 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -456999.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -457799.312500 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -457799.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -458347.437500 Penalty: 4044.346680
	Iteration 3F: 3 clusters Score -458347.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -458646.343750 Penalty: 4044.346680
	Iteration 4F: 3 clusters Score -458646.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -458792.875000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -458792.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -458867.843750 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -458867.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -458904.281250 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -458904.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -458929.656250 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -458929.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -458944.875000 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -458944.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -458952.531250 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -458952.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -458957.281250 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -458957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -458961.093750 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -458961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -458962.531250 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -458962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -458964.531250 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -458964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -458965.906250 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -458965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -458966.437500 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -458966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -458967.812500 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -458967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -458969.375000 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -458969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -458971.906250 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -458971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -458971.812500 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -458971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458972.375000 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -458972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458972.375000 Penalty: 4044.346680
	Iteration 22F: 3 clusters Score -458972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -186358.046875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -186358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184267.296875 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -184267.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -184814.171875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -184814.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -185161.421875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -185161.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185436.843750 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -185436.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185648.875000 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -185648.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -185748.546875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -185748.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -185808.937500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -185808.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185869.500000 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -185869.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -185914.078125 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -185914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185930.421875 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -185930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -185939.578125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -185939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -185946.171875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -185946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -185956.437500 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -185956.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -185966.500000 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -185966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185980.281250 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -185980.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -185994.406250 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -185994.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -186015.453125 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -186015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -186029.890625 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -186029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -186035.125000 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -186035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186037.406250 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -186037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186045.750000 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -186045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186050.906250 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -186050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186052.296875 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -186052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186056.000000 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -186056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186058.906250 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -186058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186060.937500 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -186060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186060.937500 Penalty: 3576.565918
	Iteration 26F: 3 clusters Score -186060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -623323.062500 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -623323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -619245.562500 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -619245.6 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -620211.875000 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -620211.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -620391.812500 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -620391.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -620490.062500 Penalty: 4149.027344
	Iteration 3Q: 3 clusters Score -620490.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -620550.500000 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -620550.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -620588.312500 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -620588.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -620615.687500 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -620615.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -620645.750000 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -620645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -620672.750000 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -620672.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -620696.687500 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -620696.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -620717.125000 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -620717.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -620737.750000 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -620737.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -620753.375000 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -620753.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -620765.500000 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -620765.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620779.812500 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -620779.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -620792.187500 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -620792.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -620803.687500 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -620803.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -620816.562500 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -620816.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -620829.250000 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -620829.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -620839.500000 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -620839.5 nChanged 22
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: -620847.187500 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -620847.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -620855.250000 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -620855.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -620864.750000 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -620864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -620872.562500 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -620872.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -620880.250000 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -620880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -620886.625000 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -620886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -620891.312500 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -620891.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -620894.062500 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -620894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -620898.812500 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -620898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -620901.437500 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -620901.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -620904.750000 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -620904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -620906.625000 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -620906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -620905.937500 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -620905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -620905.937500 Penalty: 4149.027344
	Iteration 33F: 3 clusters Score -620905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -89671.476562 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -89671.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88020.867188 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -88020.87 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88560.312500 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -88560.31 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88747.406250 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -88747.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88856.601562 Penalty: 3247.916748
	Iteration 3F: 3 clusters Score -88856.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88950.265625 Penalty: 3247.916748
	Iteration 4F: 3 clusters Score -88950.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89005.171875 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -89005.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89052.117188 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -89052.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89068.312500 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -89068.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89083.078125 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -89083.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89087.117188 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -89087.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89087.117188 Penalty: 3247.916748
	Iteration 10F: 3 clusters Score -89087.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -51816.851562 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -51816.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50459.566406 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -50459.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50671.625000 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -50671.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50745.281250 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -50745.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50768.730469 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -50768.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50788.519531 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -50788.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50810.792969 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -50810.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50837.765625 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -50837.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50856.281250 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -50856.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50870.191406 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -50870.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50885.132812 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -50885.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50902.007812 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -50902.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50906.757812 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -50906.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50914.648438 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -50914.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50926.359375 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -50926.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50941.433594 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -50941.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50950.851562 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -50950.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50950.851562 Penalty: 2948.928711
	Iteration 16F: 3 clusters Score -50950.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (147510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Entering Unmasked Estep 
Score: -22653544.000000 Penalty: 2951.609619
	Iteration 0F: 2 clusters Score -2.265354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -22576326.000000 Penalty: 5903.219238
	Iteration 0F: 3 clusters Score -2.257633e+07 nChanged 70371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -22617572.000000 Penalty: 5903.219238
	Iteration 1F: 3 clusters Score -2.261757e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -22618908.000000 Penalty: 5903.219238
	Iteration 2Q: 3 clusters Score -2.261891e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -22620606.000000 Penalty: 5903.219238
	Iteration 3Q: 3 clusters Score -2.262061e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -22623250.000000 Penalty: 5903.219238
	Iteration 4Q: 3 clusters Score -2.262325e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -22627022.000000 Penalty: 5903.219238
	Iteration 5Q: 3 clusters Score -2.262702e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -22632404.000000 Penalty: 5903.219238
	Iteration 6F: 3 clusters Score -2.26324e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -22639658.000000 Penalty: 5903.219238
	Iteration 7F: 3 clusters Score -2.263966e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -22647144.000000 Penalty: 5903.219238
	Iteration 8F: 3 clusters Score -2.264714e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -22652808.000000 Penalty: 5903.219238
	Iteration 9F: 3 clusters Score -2.265281e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -22655404.000000 Penalty: 5903.219238
	Iteration 10Q: 3 clusters Score -2.26554e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -22656508.000000 Penalty: 5903.219238
	Iteration 11Q: 3 clusters Score -2.265651e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -22656918.000000 Penalty: 5903.219238
	Iteration 12Q: 3 clusters Score -2.265692e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -22656844.000000 Penalty: 5903.219238
	Iteration 13Q: 3 clusters Score -2.265684e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -22656650.000000 Penalty: 5903.219238
	Iteration 14Q: 3 clusters Score -2.265665e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 113027 members 
Entering Unmasked Estep 
Score: -22656486.000000 Penalty: 5903.219238
	Iteration 15Q: 3 clusters Score -2.265649e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 115786 members 
Entering Unmasked Estep 
Score: -22656166.000000 Penalty: 5903.219238
	Iteration 16Q: 3 clusters Score -2.265617e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -22655932.000000 Penalty: 5903.219238
	Iteration 17Q: 3 clusters Score -2.265593e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 120843 members 
Entering Unmasked Estep 
Score: -22655762.000000 Penalty: 5903.219238
	Iteration 18Q: 3 clusters Score -2.265576e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 123161 members 
Entering Unmasked Estep 
Score: -22655392.000000 Penalty: 5903.219238
	Iteration 19Q: 3 clusters Score -2.265539e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 125239 members 
Entering Unmasked Estep 
Score: -22655176.000000 Penalty: 5903.219238
	Iteration 20F: 3 clusters Score -2.265518e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -22654884.000000 Penalty: 5903.219238
	Iteration 21Q: 3 clusters Score -2.265488e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -22654782.000000 Penalty: 5903.219238
	Iteration 22Q: 3 clusters Score -2.265478e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -22654332.000000 Penalty: 5903.219238
	Iteration 23Q: 3 clusters Score -2.265433e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -22654236.000000 Penalty: 5903.219238
	Iteration 24Q: 3 clusters Score -2.265424e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -22654128.000000 Penalty: 5903.219238
	Iteration 25Q: 3 clusters Score -2.265413e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -22654150.000000 Penalty: 5903.219238
	Iteration 26Q: 3 clusters Score -2.265415e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -22654146.000000 Penalty: 5903.219238
	Iteration 27Q: 3 clusters Score -2.265415e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 135424 members 
Entering Unmasked Estep 
Score: -22654014.000000 Penalty: 5903.219238
	Iteration 28Q: 3 clusters Score -2.265401e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -22653950.000000 Penalty: 5903.219238
	Iteration 29Q: 3 clusters Score -2.265395e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -22653942.000000 Penalty: 5903.219238
	Iteration 30Q: 3 clusters Score -2.265394e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -22653992.000000 Penalty: 5903.219238
	Iteration 31Q: 3 clusters Score -2.265399e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -22653992.000000 Penalty: 5903.219238
	Iteration 32Q: 3 clusters Score -2.265399e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 137764 members 
Entering Unmasked Estep 
Score: -22653986.000000 Penalty: 5903.219238
	Iteration 33Q: 3 clusters Score -2.265399e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 138067 members 
Entering Unmasked Estep 
Score: -22654036.000000 Penalty: 5903.219238
	Iteration 34Q: 3 clusters Score -2.265404e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -22654066.000000 Penalty: 5903.219238
	Iteration 35Q: 3 clusters Score -2.265407e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 138496 members 
Entering Unmasked Estep 
Score: -22654166.000000 Penalty: 5903.219238
	Iteration 36Q: 3 clusters Score -2.265417e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 138661 members 
Entering Unmasked Estep 
Score: -22654142.000000 Penalty: 5903.219238
	Iteration 37Q: 3 clusters Score -2.265414e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -22654144.000000 Penalty: 5903.219238
	Iteration 38Q: 3 clusters Score -2.265414e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 138875 members 
Entering Unmasked Estep 
Score: -22654194.000000 Penalty: 5903.219238
	Iteration 39Q: 3 clusters Score -2.265419e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -22654180.000000 Penalty: 5903.219238
	Iteration 40F: 3 clusters Score -2.265418e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 138962 members 
Entering Unmasked Estep 
Score: -22654174.000000 Penalty: 5903.219238
	Iteration 41Q: 3 clusters Score -2.265417e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -22654220.000000 Penalty: 5903.219238
	Iteration 42Q: 3 clusters Score -2.265422e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 138986 members 
Entering Unmasked Estep 
Score: -22654226.000000 Penalty: 5903.219238
	Iteration 43Q: 3 clusters Score -2.265423e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -22654292.000000 Penalty: 5903.219238
	Iteration 44Q: 3 clusters Score -2.265429e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 138993 members 
Entering Unmasked Estep 
Score: -22654384.000000 Penalty: 5903.219238
	Iteration 45Q: 3 clusters Score -2.265438e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -22654430.000000 Penalty: 5903.219238
	Iteration 46Q: 3 clusters Score -2.265443e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -22654428.000000 Penalty: 5903.219238
	Iteration 47Q: 3 clusters Score -2.265443e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 138876 members 
Entering Unmasked Estep 
Score: -22654410.000000 Penalty: 5903.219238
	Iteration 48Q: 3 clusters Score -2.265441e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 138820 members 
Entering Unmasked Estep 
Score: -22654394.000000 Penalty: 5903.219238
	Iteration 49Q: 3 clusters Score -2.265439e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -22654456.000000 Penalty: 5903.219238
	Iteration 50Q: 3 clusters Score -2.265446e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 138723 members 
Entering Unmasked Estep 
Score: -22654502.000000 Penalty: 5903.219238
	Iteration 51Q: 3 clusters Score -2.26545e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 138673 members 
Entering Unmasked Estep 
Score: -22654582.000000 Penalty: 5903.219238
	Iteration 52Q: 3 clusters Score -2.265458e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -22654586.000000 Penalty: 5903.219238
	Iteration 53Q: 3 clusters Score -2.265459e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 138566 members 
Entering Unmasked Estep 
Score: -22654624.000000 Penalty: 5903.219238
	Iteration 54Q: 3 clusters Score -2.265462e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 138501 members 
Entering Unmasked Estep 
Score: -22654610.000000 Penalty: 5903.219238
	Iteration 55Q: 3 clusters Score -2.265461e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 138414 members 
Entering Unmasked Estep 
Score: -22654666.000000 Penalty: 5903.219238
	Iteration 56Q: 3 clusters Score -2.265467e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 138303 members 
Entering Unmasked Estep 
Score: -22654692.000000 Penalty: 5903.219238
	Iteration 57Q: 3 clusters Score -2.265469e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 138186 members 
Entering Unmasked Estep 
Score: -22654720.000000 Penalty: 5903.219238
	Iteration 58Q: 3 clusters Score -2.265472e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -22654730.000000 Penalty: 5903.219238
	Iteration 59Q: 3 clusters Score -2.265473e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 137915 members 
Entering Unmasked Estep 
Score: -22654792.000000 Penalty: 5903.219238
	Iteration 60F: 3 clusters Score -2.265479e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -22654814.000000 Penalty: 5903.219238
	Iteration 61Q: 3 clusters Score -2.265481e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 137644 members 
Entering Unmasked Estep 
Score: -22654874.000000 Penalty: 5903.219238
	Iteration 62Q: 3 clusters Score -2.265487e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -22654922.000000 Penalty: 5903.219238
	Iteration 63Q: 3 clusters Score -2.265492e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 137375 members 
Entering Unmasked Estep 
Score: -22654958.000000 Penalty: 5903.219238
	Iteration 64Q: 3 clusters Score -2.265496e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 137234 members 
Entering Unmasked Estep 
Score: -22654922.000000 Penalty: 5903.219238
	Iteration 65Q: 3 clusters Score -2.265492e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -22654934.000000 Penalty: 5903.219238
	Iteration 66Q: 3 clusters Score -2.265493e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 136976 members 
Entering Unmasked Estep 
Score: -22654990.000000 Penalty: 5903.219238
	Iteration 67Q: 3 clusters Score -2.265499e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 136859 members 
Entering Unmasked Estep 
Score: -22655028.000000 Penalty: 5903.219238
	Iteration 68Q: 3 clusters Score -2.265503e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -22655010.000000 Penalty: 5903.219238
	Iteration 69Q: 3 clusters Score -2.265501e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 136585 members 
Entering Unmasked Estep 
Score: -22655032.000000 Penalty: 5903.219238
	Iteration 70Q: 3 clusters Score -2.265503e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -22655082.000000 Penalty: 5903.219238
	Iteration 71Q: 3 clusters Score -2.265508e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 136312 members 
Entering Unmasked Estep 
Score: -22655150.000000 Penalty: 5903.219238
	Iteration 72Q: 3 clusters Score -2.265515e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 136190 members 
Entering Unmasked Estep 
Score: -22655160.000000 Penalty: 5903.219238
	Iteration 73Q: 3 clusters Score -2.265516e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -22655188.000000 Penalty: 5903.219238
	Iteration 74Q: 3 clusters Score -2.265519e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -22655242.000000 Penalty: 5903.219238
	Iteration 75Q: 3 clusters Score -2.265524e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -22655314.000000 Penalty: 5903.219238
	Iteration 76Q: 3 clusters Score -2.265531e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 135513 members 
Entering Unmasked Estep 
Score: -22655384.000000 Penalty: 5903.219238
	Iteration 77Q: 3 clusters Score -2.265538e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 135299 members 
Entering Unmasked Estep 
Score: -22655386.000000 Penalty: 5903.219238
	Iteration 78Q: 3 clusters Score -2.265539e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 135076 members 
Entering Unmasked Estep 
Score: -22655492.000000 Penalty: 5903.219238
	Iteration 79Q: 3 clusters Score -2.265549e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 134872 members 
Entering Unmasked Estep 
Score: -22655538.000000 Penalty: 5903.219238
	Iteration 80F: 3 clusters Score -2.265554e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 134658 members 
Entering Unmasked Estep 
Score: -22655570.000000 Penalty: 5903.219238
	Iteration 81Q: 3 clusters Score -2.265557e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 134433 members 
Entering Unmasked Estep 
Score: -22655548.000000 Penalty: 5903.219238
	Iteration 82Q: 3 clusters Score -2.265555e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 134204 members 
Entering Unmasked Estep 
Score: -22655550.000000 Penalty: 5903.219238
	Iteration 83Q: 3 clusters Score -2.265555e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -22655546.000000 Penalty: 5903.219238
	Iteration 84Q: 3 clusters Score -2.265555e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -22655604.000000 Penalty: 5903.219238
	Iteration 85Q: 3 clusters Score -2.26556e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 133465 members 
Entering Unmasked Estep 
Score: -22655588.000000 Penalty: 5903.219238
	Iteration 86Q: 3 clusters Score -2.265559e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 133213 members 
Entering Unmasked Estep 
Score: -22655690.000000 Penalty: 5903.219238
	Iteration 87Q: 3 clusters Score -2.265569e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -22655652.000000 Penalty: 5903.219238
	Iteration 88Q: 3 clusters Score -2.265565e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -22655694.000000 Penalty: 5903.219238
	Iteration 89Q: 3 clusters Score -2.265569e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 132603 members 
Entering Unmasked Estep 
Score: -22655704.000000 Penalty: 5903.219238
	Iteration 90Q: 3 clusters Score -2.26557e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -22655750.000000 Penalty: 5903.219238
	Iteration 91Q: 3 clusters Score -2.265575e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -22655760.000000 Penalty: 5903.219238
	Iteration 92Q: 3 clusters Score -2.265576e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 132103 members 
Entering Unmasked Estep 
Score: -22655746.000000 Penalty: 5903.219238
	Iteration 93Q: 3 clusters Score -2.265575e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 131940 members 
Entering Unmasked Estep 
Score: -22655708.000000 Penalty: 5903.219238
	Iteration 94Q: 3 clusters Score -2.265571e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 131807 members 
Entering Unmasked Estep 
Score: -22655710.000000 Penalty: 5903.219238
	Iteration 95Q: 3 clusters Score -2.265571e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 131653 members 
Entering Unmasked Estep 
Score: -22655734.000000 Penalty: 5903.219238
	Iteration 96Q: 3 clusters Score -2.265573e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -22655756.000000 Penalty: 5903.219238
	Iteration 97Q: 3 clusters Score -2.265576e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 131322 members 
Entering Unmasked Estep 
Score: -22655800.000000 Penalty: 5903.219238
	Iteration 98Q: 3 clusters Score -2.26558e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -22655820.000000 Penalty: 5903.219238
	Iteration 99Q: 3 clusters Score -2.265582e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -22655886.000000 Penalty: 5903.219238
	Iteration 100F: 3 clusters Score -2.265589e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -22655910.000000 Penalty: 5903.219238
	Iteration 101Q: 3 clusters Score -2.265591e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -22655952.000000 Penalty: 5903.219238
	Iteration 102Q: 3 clusters Score -2.265595e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -22655926.000000 Penalty: 5903.219238
	Iteration 103Q: 3 clusters Score -2.265593e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -22656006.000000 Penalty: 5903.219238
	Iteration 104Q: 3 clusters Score -2.265601e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 130039 members 
Entering Unmasked Estep 
Score: -22656092.000000 Penalty: 5903.219238
	Iteration 105Q: 3 clusters Score -2.265609e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 129813 members 
Entering Unmasked Estep 
Score: -22656136.000000 Penalty: 5903.219238
	Iteration 106Q: 3 clusters Score -2.265614e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -22656192.000000 Penalty: 5903.219238
	Iteration 107Q: 3 clusters Score -2.265619e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -22656258.000000 Penalty: 5903.219238
	Iteration 108Q: 3 clusters Score -2.265626e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 128928 members 
Entering Unmasked Estep 
Score: -22656378.000000 Penalty: 5903.219238
	Iteration 109Q: 3 clusters Score -2.265638e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -22656360.000000 Penalty: 5903.219238
	Iteration 110Q: 3 clusters Score -2.265636e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 128235 members 
Entering Unmasked Estep 
Score: -22656378.000000 Penalty: 5903.219238
	Iteration 111Q: 3 clusters Score -2.265638e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -22656418.000000 Penalty: 5903.219238
	Iteration 112Q: 3 clusters Score -2.265642e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 127498 members 
Entering Unmasked Estep 
Score: -22656472.000000 Penalty: 5903.219238
	Iteration 113Q: 3 clusters Score -2.265647e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 127070 members 
Entering Unmasked Estep 
Score: -22656580.000000 Penalty: 5903.219238
	Iteration 114Q: 3 clusters Score -2.265658e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -22656642.000000 Penalty: 5903.219238
	Iteration 115Q: 3 clusters Score -2.265664e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 126212 members 
Entering Unmasked Estep 
Score: -22656716.000000 Penalty: 5903.219238
	Iteration 116Q: 3 clusters Score -2.265672e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -22656748.000000 Penalty: 5903.219238
	Iteration 117Q: 3 clusters Score -2.265675e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 125309 members 
Entering Unmasked Estep 
Score: -22656786.000000 Penalty: 5903.219238
	Iteration 118Q: 3 clusters Score -2.265679e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 5903.219238
	Iteration 119Q: 3 clusters Score -2.265685e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 124460 members 
Entering Unmasked Estep 
Score: -22657004.000000 Penalty: 5903.219238
	Iteration 120F: 3 clusters Score -2.2657e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -22657006.000000 Penalty: 5903.219238
	Iteration 121Q: 3 clusters Score -2.265701e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 123545 members 
Entering Unmasked Estep 
Score: -22657094.000000 Penalty: 5903.219238
	Iteration 122Q: 3 clusters Score -2.265709e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 123077 members 
Entering Unmasked Estep 
Score: -22657138.000000 Penalty: 5903.219238
	Iteration 123Q: 3 clusters Score -2.265714e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -22657212.000000 Penalty: 5903.219238
	Iteration 124Q: 3 clusters Score -2.265721e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -22657286.000000 Penalty: 5903.219238
	Iteration 125Q: 3 clusters Score -2.265729e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -22657336.000000 Penalty: 5903.219238
	Iteration 126Q: 3 clusters Score -2.265734e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -22657328.000000 Penalty: 5903.219238
	Iteration 127Q: 3 clusters Score -2.265733e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 120807 members 
Entering Unmasked Estep 
Score: -22657428.000000 Penalty: 5903.219238
	Iteration 128Q: 3 clusters Score -2.265743e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -22657448.000000 Penalty: 5903.219238
	Iteration 129Q: 3 clusters Score -2.265745e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -22657544.000000 Penalty: 5903.219238
	Iteration 130Q: 3 clusters Score -2.265754e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 119418 members 
Entering Unmasked Estep 
Score: -22657522.000000 Penalty: 5903.219238
	Iteration 131Q: 3 clusters Score -2.265752e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -22657608.000000 Penalty: 5903.219238
	Iteration 132Q: 3 clusters Score -2.265761e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 118353 members 
Entering Unmasked Estep 
Score: -22657514.000000 Penalty: 5903.219238
	Iteration 133Q: 3 clusters Score -2.265751e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 117776 members 
Entering Unmasked Estep 
Score: -22657614.000000 Penalty: 5903.219238
	Iteration 134Q: 3 clusters Score -2.265761e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -22657636.000000 Penalty: 5903.219238
	Iteration 135Q: 3 clusters Score -2.265764e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -22657602.000000 Penalty: 5903.219238
	Iteration 136Q: 3 clusters Score -2.26576e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -22657750.000000 Penalty: 5903.219238
	Iteration 137Q: 3 clusters Score -2.265775e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -22657882.000000 Penalty: 5903.219238
	Iteration 138Q: 3 clusters Score -2.265788e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -22657898.000000 Penalty: 5903.219238
	Iteration 139Q: 3 clusters Score -2.26579e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -22657934.000000 Penalty: 5903.219238
	Iteration 140F: 3 clusters Score -2.265793e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 114162 members 
Entering Unmasked Estep 
Score: -22657994.000000 Penalty: 5903.219238
	Iteration 141Q: 3 clusters Score -2.265799e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -22658122.000000 Penalty: 5903.219238
	Iteration 142Q: 3 clusters Score -2.265812e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -22658140.000000 Penalty: 5903.219238
	Iteration 143Q: 3 clusters Score -2.265814e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -22658186.000000 Penalty: 5903.219238
	Iteration 144Q: 3 clusters Score -2.265819e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -22658274.000000 Penalty: 5903.219238
	Iteration 145Q: 3 clusters Score -2.265827e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -22658404.000000 Penalty: 5903.219238
	Iteration 146Q: 3 clusters Score -2.26584e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -22658408.000000 Penalty: 5903.219238
	Iteration 147Q: 3 clusters Score -2.265841e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -22658462.000000 Penalty: 5903.219238
	Iteration 148Q: 3 clusters Score -2.265846e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -22658592.000000 Penalty: 5903.219238
	Iteration 149Q: 3 clusters Score -2.265859e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -22658564.000000 Penalty: 5903.219238
	Iteration 150Q: 3 clusters Score -2.265856e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -22658634.000000 Penalty: 5903.219238
	Iteration 151Q: 3 clusters Score -2.265863e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -22658668.000000 Penalty: 5903.219238
	Iteration 152Q: 3 clusters Score -2.265867e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -22658748.000000 Penalty: 5903.219238
	Iteration 153Q: 3 clusters Score -2.265875e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 107263 members 
Entering Unmasked Estep 
Score: -22658710.000000 Penalty: 5903.219238
	Iteration 154Q: 3 clusters Score -2.265871e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 106775 members 
Entering Unmasked Estep 
Score: -22658786.000000 Penalty: 5903.219238
	Iteration 155Q: 3 clusters Score -2.265879e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 106283 members 
Entering Unmasked Estep 
Score: -22658806.000000 Penalty: 5903.219238
	Iteration 156Q: 3 clusters Score -2.265881e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -22658830.000000 Penalty: 5903.219238
	Iteration 157Q: 3 clusters Score -2.265883e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -22658882.000000 Penalty: 5903.219238
	Iteration 158Q: 3 clusters Score -2.265888e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -22658934.000000 Penalty: 5903.219238
	Iteration 159Q: 3 clusters Score -2.265893e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -22659038.000000 Penalty: 5903.219238
	Iteration 160F: 3 clusters Score -2.265904e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -22659056.000000 Penalty: 5903.219238
	Iteration 161Q: 3 clusters Score -2.265906e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -22659094.000000 Penalty: 5903.219238
	Iteration 162Q: 3 clusters Score -2.265909e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -22659098.000000 Penalty: 5903.219238
	Iteration 163Q: 3 clusters Score -2.26591e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -22659042.000000 Penalty: 5903.219238
	Iteration 164Q: 3 clusters Score -2.265904e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -22659134.000000 Penalty: 5903.219238
	Iteration 165Q: 3 clusters Score -2.265913e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -22659182.000000 Penalty: 5903.219238
	Iteration 166Q: 3 clusters Score -2.265918e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -22659166.000000 Penalty: 5903.219238
	Iteration 167Q: 3 clusters Score -2.265917e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -22659270.000000 Penalty: 5903.219238
	Iteration 168Q: 3 clusters Score -2.265927e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 101469 members 
Entering Unmasked Estep 
Score: -22659244.000000 Penalty: 5903.219238
	Iteration 169Q: 3 clusters Score -2.265924e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 101223 members 
Entering Unmasked Estep 
Score: -22659216.000000 Penalty: 5903.219238
	Iteration 170Q: 3 clusters Score -2.265922e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -22659240.000000 Penalty: 5903.219238
	Iteration 171Q: 3 clusters Score -2.265924e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -22659260.000000 Penalty: 5903.219238
	Iteration 172Q: 3 clusters Score -2.265926e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -22659272.000000 Penalty: 5903.219238
	Iteration 173Q: 3 clusters Score -2.265927e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -22659306.000000 Penalty: 5903.219238
	Iteration 174Q: 3 clusters Score -2.265931e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -22659328.000000 Penalty: 5903.219238
	Iteration 175Q: 3 clusters Score -2.265933e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 100057 members 
Entering Unmasked Estep 
Score: -22659332.000000 Penalty: 5903.219238
	Iteration 176Q: 3 clusters Score -2.265933e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -22659322.000000 Penalty: 5903.219238
	Iteration 177Q: 3 clusters Score -2.265932e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -22659410.000000 Penalty: 5903.219238
	Iteration 178Q: 3 clusters Score -2.265941e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -22659468.000000 Penalty: 5903.219238
	Iteration 179Q: 3 clusters Score -2.265947e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -22659454.000000 Penalty: 5903.219238
	Iteration 180F: 3 clusters Score -2.265945e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -22659496.000000 Penalty: 5903.219238
	Iteration 181Q: 3 clusters Score -2.26595e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -22659516.000000 Penalty: 5903.219238
	Iteration 182Q: 3 clusters Score -2.265952e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -22659506.000000 Penalty: 5903.219238
	Iteration 183Q: 3 clusters Score -2.265951e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -22659496.000000 Penalty: 5903.219238
	Iteration 184Q: 3 clusters Score -2.26595e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -22659500.000000 Penalty: 5903.219238
	Iteration 185Q: 3 clusters Score -2.26595e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 98900 members 
Entering Unmasked Estep 
Score: -22659530.000000 Penalty: 5903.219238
	Iteration 186Q: 3 clusters Score -2.265953e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -22659526.000000 Penalty: 5903.219238
	Iteration 187Q: 3 clusters Score -2.265953e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -22659582.000000 Penalty: 5903.219238
	Iteration 188Q: 3 clusters Score -2.265958e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -22659616.000000 Penalty: 5903.219238
	Iteration 189Q: 3 clusters Score -2.265962e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -22659566.000000 Penalty: 5903.219238
	Iteration 190Q: 3 clusters Score -2.265957e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -22659570.000000 Penalty: 5903.219238
	Iteration 191Q: 3 clusters Score -2.265957e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -22659566.000000 Penalty: 5903.219238
	Iteration 192Q: 3 clusters Score -2.265957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -22659572.000000 Penalty: 5903.219238
	Iteration 193Q: 3 clusters Score -2.265957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -22659566.000000 Penalty: 5903.219238
	Iteration 194Q: 3 clusters Score -2.265957e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -22659560.000000 Penalty: 5903.219238
	Iteration 195Q: 3 clusters Score -2.265956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 196Q: 3 clusters Score -2.265956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -22659592.000000 Penalty: 5903.219238
	Iteration 197Q: 3 clusters Score -2.265959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -22659624.000000 Penalty: 5903.219238
	Iteration 198Q: 3 clusters Score -2.265962e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -22659620.000000 Penalty: 5903.219238
	Iteration 199Q: 3 clusters Score -2.265962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -22659610.000000 Penalty: 5903.219238
	Iteration 200F: 3 clusters Score -2.265961e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -22659600.000000 Penalty: 5903.219238
	Iteration 201Q: 3 clusters Score -2.26596e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -22659596.000000 Penalty: 5903.219238
	Iteration 202Q: 3 clusters Score -2.26596e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -22659574.000000 Penalty: 5903.219238
	Iteration 203Q: 3 clusters Score -2.265957e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -22659578.000000 Penalty: 5903.219238
	Iteration 204Q: 3 clusters Score -2.265958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -22659580.000000 Penalty: 5903.219238
	Iteration 205Q: 3 clusters Score -2.265958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -22659566.000000 Penalty: 5903.219238
	Iteration 206Q: 3 clusters Score -2.265957e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -22659548.000000 Penalty: 5903.219238
	Iteration 207Q: 3 clusters Score -2.265955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -22659570.000000 Penalty: 5903.219238
	Iteration 208Q: 3 clusters Score -2.265957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -22659528.000000 Penalty: 5903.219238
	Iteration 209Q: 3 clusters Score -2.265953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -22659542.000000 Penalty: 5903.219238
	Iteration 210Q: 3 clusters Score -2.265954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -22659546.000000 Penalty: 5903.219238
	Iteration 211Q: 3 clusters Score -2.265955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -22659562.000000 Penalty: 5903.219238
	Iteration 212Q: 3 clusters Score -2.265956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 213Q: 3 clusters Score -2.265956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -22659562.000000 Penalty: 5903.219238
	Iteration 214Q: 3 clusters Score -2.265956e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -22659568.000000 Penalty: 5903.219238
	Iteration 215Q: 3 clusters Score -2.265957e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -22659548.000000 Penalty: 5903.219238
	Iteration 216Q: 3 clusters Score -2.265955e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -22659544.000000 Penalty: 5903.219238
	Iteration 217Q: 3 clusters Score -2.265954e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 97302 members 
Entering Unmasked Estep 
Score: -22659536.000000 Penalty: 5903.219238
	Iteration 218Q: 3 clusters Score -2.265954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -22659536.000000 Penalty: 5903.219238
	Iteration 219Q: 3 clusters Score -2.265954e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -22659536.000000 Penalty: 5903.219238
	Iteration 220F: 3 clusters Score -2.265954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -22659538.000000 Penalty: 5903.219238
	Iteration 221Q: 3 clusters Score -2.265954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 222Q: 3 clusters Score -2.265956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 223Q: 3 clusters Score -2.265956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 224Q: 3 clusters Score -2.265956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -22659580.000000 Penalty: 5903.219238
	Iteration 225Q: 3 clusters Score -2.265958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -22659560.000000 Penalty: 5903.219238
	Iteration 226Q: 3 clusters Score -2.265956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -22659564.000000 Penalty: 5903.219238
	Iteration 227Q: 3 clusters Score -2.265956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -22659558.000000 Penalty: 5903.219238
	Iteration 228Q: 3 clusters Score -2.265956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 97104 members 
Entering Unmasked Estep 
Score: -22659534.000000 Penalty: 5903.219238
	Iteration 229Q: 3 clusters Score -2.265953e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -22659524.000000 Penalty: 5903.219238
	Iteration 230Q: 3 clusters Score -2.265952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -22659538.000000 Penalty: 5903.219238
	Iteration 231Q: 3 clusters Score -2.265954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -22659570.000000 Penalty: 5903.219238
	Iteration 232Q: 3 clusters Score -2.265957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -22659566.000000 Penalty: 5903.219238
	Iteration 233Q: 3 clusters Score -2.265957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -22659548.000000 Penalty: 5903.219238
	Iteration 234Q: 3 clusters Score -2.265955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2.265955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2.265957e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -22659556.000000 Penalty: 5903.219238
	Iteration 237Q: 3 clusters Score -2.265956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -22659572.000000 Penalty: 5903.219238
	Iteration 238Q: 3 clusters Score -2.265957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2.265958e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -22659584.000000 Penalty: 5903.219238
	Iteration 240F: 3 clusters Score -2.265958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2.265959e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2.265955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2.265956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2.265957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2.265954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 96976 members 
Entering Unmasked Estep 
Score: -22659528.000000 Penalty: 5903.219238
	Iteration 246Q: 3 clusters Score -2.265953e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -22659534.000000 Penalty: 5903.219238
	Iteration 247Q: 3 clusters Score -2.265953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -22659540.000000 Penalty: 5903.219238
	Iteration 248Q: 3 clusters Score -2.265954e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -22659518.000000 Penalty: 5903.219238
	Iteration 249Q: 3 clusters Score -2.265952e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2.265954e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.265954e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2.265955e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2.265955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 96940 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2.265954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2.265955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2.265955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -22659534.000000 Penalty: 5903.219238
	Iteration 257Q: 3 clusters Score -2.265953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -22659540.000000 Penalty: 5903.219238
	Iteration 258Q: 3 clusters Score -2.265954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -22659522.000000 Penalty: 5903.219238
	Iteration 259Q: 3 clusters Score -2.265952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -22659528.000000 Penalty: 5903.219238
	Iteration 260F: 3 clusters Score -2.265953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -22659540.000000 Penalty: 5903.219238
	Iteration 261Q: 3 clusters Score -2.265954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -22659550.000000 Penalty: 5903.219238
	Iteration 262Q: 3 clusters Score -2.265955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -22659544.000000 Penalty: 5903.219238
	Iteration 263Q: 3 clusters Score -2.265954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -22659542.000000 Penalty: 5903.219238
	Iteration 264Q: 3 clusters Score -2.265954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -22659538.000000 Penalty: 5903.219238
	Iteration 265Q: 3 clusters Score -2.265954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -22659530.000000 Penalty: 5903.219238
	Iteration 266Q: 3 clusters Score -2.265953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -22659520.000000 Penalty: 5903.219238
	Iteration 267Q: 3 clusters Score -2.265952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -22659528.000000 Penalty: 5903.219238
	Iteration 268Q: 3 clusters Score -2.265953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -22659522.000000 Penalty: 5903.219238
	Iteration 269Q: 3 clusters Score -2.265952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -22659526.000000 Penalty: 5903.219238
	Iteration 270Q: 3 clusters Score -2.265953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -22659508.000000 Penalty: 5903.219238
	Iteration 271Q: 3 clusters Score -2.265951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -22659518.000000 Penalty: 5903.219238
	Iteration 272Q: 3 clusters Score -2.265952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -22659510.000000 Penalty: 5903.219238
	Iteration 273Q: 3 clusters Score -2.265951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -22659510.000000 Penalty: 5903.219238
	Iteration 274Q: 3 clusters Score -2.265951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -22659490.000000 Penalty: 5903.219238
	Iteration 275Q: 3 clusters Score -2.265949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -22659502.000000 Penalty: 5903.219238
	Iteration 276Q: 3 clusters Score -2.26595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -22659506.000000 Penalty: 5903.219238
	Iteration 277Q: 3 clusters Score -2.265951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -22659518.000000 Penalty: 5903.219238
	Iteration 278Q: 3 clusters Score -2.265952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -22659514.000000 Penalty: 5903.219238
	Iteration 279Q: 3 clusters Score -2.265951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -22659502.000000 Penalty: 5903.219238
	Iteration 280F: 3 clusters Score -2.26595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -22659512.000000 Penalty: 5903.219238
	Iteration 281Q: 3 clusters Score -2.265951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -22659518.000000 Penalty: 5903.219238
	Iteration 282Q: 3 clusters Score -2.265952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -22659532.000000 Penalty: 5903.219238
	Iteration 283Q: 3 clusters Score -2.265953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -22659534.000000 Penalty: 5903.219238
	Iteration 284Q: 3 clusters Score -2.265953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -22659530.000000 Penalty: 5903.219238
	Iteration 285Q: 3 clusters Score -2.265953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -22659526.000000 Penalty: 5903.219238
	Iteration 286Q: 3 clusters Score -2.265953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -22659526.000000 Penalty: 5903.219238
	Iteration 287F: 3 clusters Score -2.265953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 110027 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22146 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 50809 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 412 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20642 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 96701 members 
Entering Unmasked Estep 
Score: -104151088.000000 Penalty: 130140.156250
Splitting cluster 31 changes total score from -104115800.000000 to -104151088.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95111.437500 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95111.44 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 406 members 
Entering Unmasked Estep 
Score: -93409.898438 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93409.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93808.703125 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93808.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -94102.882812 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -94102.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -94292.859375 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -94292.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94433.796875 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -94433.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94552.992188 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -94552.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94621.140625 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -94621.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94689.218750 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -94689.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -94758.195312 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -94758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94798.218750 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -94798.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -94840.257812 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -94840.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -94856.289062 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94856.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -94863.812500 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94863.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94873.234375 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -94873.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94877.976562 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -94877.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94886.562500 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -94886.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -94895.890625 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -94895.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -94911.609375 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -94911.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94915.671875 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -94915.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -94915.671875 Penalty: 3331.430908
	Iteration 19F: 3 clusters Score -94915.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -50432.656250 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -50432.66 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 194 members 
Entering Unmasked Estep 
Score: -49175.816406 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -49175.82 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49419.398438 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -49419.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49647.621094 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -49647.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49826.339844 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -49826.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50035.734375 Penalty: 2986.427490
	Iteration 4F: 3 clusters Score -50035.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50149.406250 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -50149.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50278.648438 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -50278.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50381.664062 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -50381.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50448.511719 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -50448.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50481.898438 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -50481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50504.988281 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -50504.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50513.929688 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -50513.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50533.593750 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -50533.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50542.023438 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -50542.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50545.023438 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -50545.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50545.023438 Penalty: 2986.427490
	Iteration 15F: 3 clusters Score -50545.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 110027 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22146 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 50809 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20642 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 96701 members 
Mstep: Class 40 contains 211 members 
Entering Unmasked Estep 
Score: -104149280.000000 Penalty: 133477.078125
Splitting cluster 33 changes total score from -104115800.000000 to -104149280.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -375839.375000 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -375839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -372868.843750 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -372868.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373421.687500 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -373421.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -373584.062500 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -373584.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -373673.625000 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -373673.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -373732.125000 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -373732.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -373773.343750 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -373773.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -373811.375000 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -373811.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -373838.000000 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -373838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -373855.250000 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -373855.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -373864.656250 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -373864.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -373874.312500 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -373874.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -373887.093750 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -373887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -373901.343750 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -373901.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -373908.312500 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -373908.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -373914.562500 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -373914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -373923.343750 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -373923.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -373932.156250 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -373932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373937.812500 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -373937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -373940.250000 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -373940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -373944.375000 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -373944.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -373949.812500 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -373949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -373956.093750 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -373956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -373963.562500 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -373963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -373969.000000 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -373969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373975.281250 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -373975.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -373982.187500 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -373982.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -373991.406250 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -373991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -373996.156250 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -373996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -374000.875000 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -374000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -374004.000000 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -374004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -374005.875000 Penalty: 3894.616943
	Iteration 30Q: 3 clusters Score -374005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -374008.500000 Penalty: 3894.616943
	Iteration 31Q: 3 clusters Score -374008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -374009.343750 Penalty: 3894.616943
	Iteration 32Q: 3 clusters Score -374009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -374009.406250 Penalty: 3894.616943
	Iteration 33Q: 3 clusters Score -374009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -374011.000000 Penalty: 3894.616943
	Iteration 34Q: 3 clusters Score -374011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -374012.625000 Penalty: 3894.616943
	Iteration 35Q: 3 clusters Score -374012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -374016.406250 Penalty: 3894.616943
	Iteration 36Q: 3 clusters Score -374016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -374017.437500 Penalty: 3894.616943
	Iteration 37Q: 3 clusters Score -374017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -374017.125000 Penalty: 3894.616943
	Iteration 38Q: 3 clusters Score -374017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -374017.125000 Penalty: 3894.616943
	Iteration 39F: 3 clusters Score -374017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Entering Unmasked Estep 
Score: -3110212.500000 Penalty: 2463.900635
	Iteration 0F: 2 clusters Score -3110212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3095637.750000 Penalty: 4927.801270
	Iteration 0F: 3 clusters Score -3095638 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3100618.750000 Penalty: 4927.801270
	Iteration 1F: 3 clusters Score -3100619 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3101233.250000 Penalty: 4927.801270
	Iteration 2F: 3 clusters Score -3101233 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3101864.750000 Penalty: 4927.801270
	Iteration 3F: 3 clusters Score -3101865 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3102508.750000 Penalty: 4927.801270
	Iteration 4F: 3 clusters Score -3102509 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3103160.250000 Penalty: 4927.801270
	Iteration 5F: 3 clusters Score -3103160 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3103780.250000 Penalty: 4927.801270
	Iteration 6F: 3 clusters Score -3103780 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3104423.750000 Penalty: 4927.801270
	Iteration 7F: 3 clusters Score -3104424 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3105000.250000 Penalty: 4927.801270
	Iteration 8F: 3 clusters Score -3105000 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3105537.500000 Penalty: 4927.801270
	Iteration 9Q: 3 clusters Score -3105538 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3106081.250000 Penalty: 4927.801270
	Iteration 10Q: 3 clusters Score -3106081 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3106640.000000 Penalty: 4927.801270
	Iteration 11Q: 3 clusters Score -3106640 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3107221.750000 Penalty: 4927.801270
	Iteration 12Q: 3 clusters Score -3107222 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3107858.500000 Penalty: 4927.801270
	Iteration 13Q: 3 clusters Score -3107858 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3108464.000000 Penalty: 4927.801270
	Iteration 14Q: 3 clusters Score -3108464 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3108826.750000 Penalty: 4927.801270
	Iteration 15Q: 3 clusters Score -3108827 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3109009.250000 Penalty: 4927.801270
	Iteration 16Q: 3 clusters Score -3109009 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3109127.750000 Penalty: 4927.801270
	Iteration 17Q: 3 clusters Score -3109128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3109190.250000 Penalty: 4927.801270
	Iteration 18Q: 3 clusters Score -3109190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3109248.250000 Penalty: 4927.801270
	Iteration 19Q: 3 clusters Score -3109248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3109276.750000 Penalty: 4927.801270
	Iteration 20F: 3 clusters Score -3109277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3109289.500000 Penalty: 4927.801270
	Iteration 21Q: 3 clusters Score -3109290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3109303.000000 Penalty: 4927.801270
	Iteration 22Q: 3 clusters Score -3109303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3109305.500000 Penalty: 4927.801270
	Iteration 23Q: 3 clusters Score -3109306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3109307.500000 Penalty: 4927.801270
	Iteration 24Q: 3 clusters Score -3109308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3109315.500000 Penalty: 4927.801270
	Iteration 25Q: 3 clusters Score -3109316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3109327.500000 Penalty: 4927.801270
	Iteration 26Q: 3 clusters Score -3109328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3109325.500000 Penalty: 4927.801270
	Iteration 27Q: 3 clusters Score -3109326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3109331.500000 Penalty: 4927.801270
	Iteration 28Q: 3 clusters Score -3109332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3109338.500000 Penalty: 4927.801270
	Iteration 29Q: 3 clusters Score -3109338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3109338.500000 Penalty: 4927.801270
	Iteration 30Q: 3 clusters Score -3109338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3109338.250000 Penalty: 4927.801270
	Iteration 31Q: 3 clusters Score -3109338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3109348.500000 Penalty: 4927.801270
	Iteration 32Q: 3 clusters Score -3109348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3109345.750000 Penalty: 4927.801270
	Iteration 33Q: 3 clusters Score -3109346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3109345.250000 Penalty: 4927.801270
	Iteration 34Q: 3 clusters Score -3109345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3109347.750000 Penalty: 4927.801270
	Iteration 35Q: 3 clusters Score -3109348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3109349.750000 Penalty: 4927.801270
	Iteration 36Q: 3 clusters Score -3109350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3109346.250000 Penalty: 4927.801270
	Iteration 37Q: 3 clusters Score -3109346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3109349.250000 Penalty: 4927.801270
	Iteration 38Q: 3 clusters Score -3109349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3109350.750000 Penalty: 4927.801270
	Iteration 39Q: 3 clusters Score -3109351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3109354.000000 Penalty: 4927.801270
	Iteration 40F: 3 clusters Score -3109354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3109355.750000 Penalty: 4927.801270
	Iteration 41Q: 3 clusters Score -3109356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3109354.500000 Penalty: 4927.801270
	Iteration 42Q: 3 clusters Score -3109354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3109353.000000 Penalty: 4927.801270
	Iteration 43Q: 3 clusters Score -3109353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3109349.750000 Penalty: 4927.801270
	Iteration 44Q: 3 clusters Score -3109350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3109348.000000 Penalty: 4927.801270
	Iteration 45Q: 3 clusters Score -3109348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3109347.750000 Penalty: 4927.801270
	Iteration 46Q: 3 clusters Score -3109348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3109348.250000 Penalty: 4927.801270
	Iteration 47Q: 3 clusters Score -3109348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3109346.750000 Penalty: 4927.801270
	Iteration 48Q: 3 clusters Score -3109347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3109349.750000 Penalty: 4927.801270
	Iteration 49Q: 3 clusters Score -3109350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3109349.750000 Penalty: 4927.801270
	Iteration 50F: 3 clusters Score -3109350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -144065.375000 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -144065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142109.578125 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -142109.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142502.546875 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -142502.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142600.234375 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -142600.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -142689.609375 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -142689.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -142783.031250 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -142783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -142845.718750 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -142845.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -142890.593750 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -142890.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -142920.906250 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -142920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -142942.578125 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -142942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -142954.250000 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -142954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -142970.390625 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -142970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -142987.687500 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -142987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -142994.390625 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -142994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -143012.734375 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -143012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -143016.671875 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -143016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -143018.515625 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -143018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -143018.515625 Penalty: 3504.967529
	Iteration 16F: 3 clusters Score -143018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 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 386 members 
Entering Unmasked Estep 
Score: -99918.718750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99918.72 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100197.281250 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100197.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -100260.476562 Penalty: 3281.568359
	Iteration 2Q: 3 clusters Score -100260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -100321.578125 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100321.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100397.304688 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100397.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100497.203125 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100497.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100564.421875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100599.546875 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100599.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100627.937500 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -100657.664062 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100675.187500 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100703.898438 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100724.656250 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100758.820312 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100775.609375 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -100775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100795.453125 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -100795.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100826.023438 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -100826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100854.929688 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -100854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100872.023438 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -100872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100889.195312 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -100889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100891.476562 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -100891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100902.460938 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -100902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100913.546875 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -100913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100925.890625 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -100925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -100941.679688 Penalty: 3281.568359
	Iteration 24Q: 3 clusters Score -100941.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100993.007812 Penalty: 3281.568359
	Iteration 25Q: 3 clusters Score -100993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101024.195312 Penalty: 3281.568359
	Iteration 26Q: 3 clusters Score -101024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101045.968750 Penalty: 3281.568359
	Iteration 27Q: 3 clusters Score -101046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101063.828125 Penalty: 3281.568359
	Iteration 28Q: 3 clusters Score -101063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101076.953125 Penalty: 3281.568359
	Iteration 29Q: 3 clusters Score -101077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101083.937500 Penalty: 3281.568359
	Iteration 30Q: 3 clusters Score -101083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101085.953125 Penalty: 3281.568359
	Iteration 31Q: 3 clusters Score -101086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101089.640625 Penalty: 3281.568359
	Iteration 32Q: 3 clusters Score -101089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101094.250000 Penalty: 3281.568359
	Iteration 33Q: 3 clusters Score -101094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101096.617188 Penalty: 3281.568359
	Iteration 34Q: 3 clusters Score -101096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101100.164062 Penalty: 3281.568359
	Iteration 35Q: 3 clusters Score -101100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101105.570312 Penalty: 3281.568359
	Iteration 36Q: 3 clusters Score -101105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101116.375000 Penalty: 3281.568359
	Iteration 37Q: 3 clusters Score -101116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101130.398438 Penalty: 3281.568359
	Iteration 38Q: 3 clusters Score -101130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101132.906250 Penalty: 3281.568359
	Iteration 39Q: 3 clusters Score -101132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101134.429688 Penalty: 3281.568359
	Iteration 40F: 3 clusters Score -101134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101137.742188 Penalty: 3281.568359
	Iteration 41Q: 3 clusters Score -101137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101137.742188 Penalty: 3281.568359
	Iteration 42F: 3 clusters Score -101137.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38038.199219 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38038.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38128.464844 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38128.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38144.140625 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38144.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38144.140625 Penalty: 2787.718750
	Iteration 3F: 3 clusters Score -38144.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15576 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63538 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 17025 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22146 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3477 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 50809 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 201 members 
Mstep: Class 34 contains 2571 members 
Mstep: Class 35 contains 20642 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157248.000000 Penalty: 133477.078125
Iteration 159Q: 41 clusters Score -1.041572e+08 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 15668 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 5 contains 110087 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63885 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 17916 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 12537 members 
Mstep: Class 13 contains 26981 members 
Mstep: Class 14 contains 22378 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16245 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37603 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2850 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 52866 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 20658 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 93737 members 
Mstep: Class 40 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166944.000000 Penalty: 133477.078125
Iteration 160F: 41 clusters Score -1.041669e+08 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 15266 members 
Mstep: Class 4 contains 42050 members 
Mstep: Class 5 contains 118876 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60622 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 18008 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 26692 members 
Mstep: Class 14 contains 22054 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2520 members 
Mstep: Class 19 contains 37275 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3475 members 
Mstep: Class 27 contains 1353 members 
Mstep: Class 28 contains 4403 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 49430 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 204 members 
Mstep: Class 34 contains 2701 members 
Mstep: Class 35 contains 20661 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 93383 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169488.000000 Penalty: 133477.078125
Iteration 161Q: 41 clusters Score -1.041695e+08 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 15101 members 
Mstep: Class 4 contains 42023 members 
Mstep: Class 5 contains 124706 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58358 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 18132 members 
Mstep: Class 11 contains 5563 members 
Mstep: Class 12 contains 12345 members 
Mstep: Class 13 contains 26589 members 
Mstep: Class 14 contains 21959 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 37123 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3470 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4390 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 45466 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 20657 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 91892 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169528.000000 Penalty: 133477.078125
Iteration 162Q: 41 clusters Score -1.041695e+08 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 15028 members 
Mstep: Class 4 contains 42034 members 
Mstep: Class 5 contains 130271 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 56675 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 18216 members 
Mstep: Class 11 contains 5558 members 
Mstep: Class 12 contains 12336 members 
Mstep: Class 13 contains 26554 members 
Mstep: Class 14 contains 21907 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 37054 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3465 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4372 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 40986 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 20644 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 89386 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168328.000000 Penalty: 133477.078125
Iteration 163Q: 41 clusters Score -1.041683e+08 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 14974 members 
Mstep: Class 4 contains 42047 members 
Mstep: Class 5 contains 135952 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 55320 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 18314 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 13 contains 26572 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 37021 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 3388 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3462 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4351 members 
Mstep: Class 29 contains 702 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 36109 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 20633 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 85822 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166712.000000 Penalty: 133477.078125
Iteration 164Q: 41 clusters Score -1.041667e+08 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 14915 members 
Mstep: Class 4 contains 42065 members 
Mstep: Class 5 contains 141823 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 54227 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 18383 members 
Mstep: Class 11 contains 5549 members 
Mstep: Class 12 contains 12368 members 
Mstep: Class 13 contains 26598 members 
Mstep: Class 14 contains 21878 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 36998 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2855 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 3391 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3456 members 
Mstep: Class 27 contains 1354 members 
Mstep: Class 28 contains 4357 members 
Mstep: Class 29 contains 703 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 31390 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2678 members 
Mstep: Class 35 contains 20637 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 81321 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163584.000000 Penalty: 133477.078125
Iteration 165Q: 41 clusters Score -1.041636e+08 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 122135 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 147278 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53389 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 26644 members 
Mstep: Class 14 contains 21872 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 36998 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2859 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4350 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 26980 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2675 members 
Mstep: Class 35 contains 20636 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 76136 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159872.000000 Penalty: 133477.078125
Iteration 166Q: 41 clusters Score -1.041599e+08 nChanged 16163
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 127562 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 42075 members 
Mstep: Class 5 contains 150856 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52717 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 18549 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 12385 members 
Mstep: Class 13 contains 26703 members 
Mstep: Class 14 contains 21883 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37018 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 4807 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 705 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 22906 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 20637 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 71708 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156192.000000 Penalty: 133477.078125
Iteration 167Q: 41 clusters Score -1.041562e+08 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 42065 members 
Mstep: Class 5 contains 152254 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52215 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 18583 members 
Mstep: Class 11 contains 5539 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 26757 members 
Mstep: Class 14 contains 21893 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37051 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 2372 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4339 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 19429 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2664 members 
Mstep: Class 35 contains 20640 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 68656 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153736.000000 Penalty: 133477.078125
Iteration 168Q: 41 clusters Score -1.041537e+08 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 138898 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 14917 members 
Mstep: Class 4 contains 42075 members 
Mstep: Class 5 contains 151697 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51804 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37062 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3449 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 707 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 16539 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2660 members 
Mstep: Class 35 contains 20647 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 66511 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152088.000000 Penalty: 133477.078125
Iteration 169Q: 41 clusters Score -1.041521e+08 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 2628 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 42086 members 
Mstep: Class 5 contains 149699 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51440 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 18698 members 
Mstep: Class 11 contains 5520 members 
Mstep: Class 12 contains 12463 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 21921 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37078 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3448 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4350 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 14232 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20653 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 65077 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151264.000000 Penalty: 133477.078125
Iteration 170Q: 41 clusters Score -1.041513e+08 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 150982 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 146812 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51123 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 18735 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 26777 members 
Mstep: Class 14 contains 21921 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 37091 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2865 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 2371 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 12358 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 20660 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 64093 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150632.000000 Penalty: 133477.078125
Iteration 171Q: 41 clusters Score -1.041506e+08 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 156776 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 143597 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50867 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 26756 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37108 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2865 members 
Mstep: Class 23 contains 4667 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 3446 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 10782 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2656 members 
Mstep: Class 35 contains 20660 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 63389 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150520.000000 Penalty: 133477.078125
Iteration 172Q: 41 clusters Score -1.041505e+08 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 162434 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14930 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 140056 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50703 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 12477 members 
Mstep: Class 13 contains 26727 members 
Mstep: Class 14 contains 21929 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 37122 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 9444 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2656 members 
Mstep: Class 35 contains 20665 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 62838 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150952.000000 Penalty: 133477.078125
Iteration 173Q: 41 clusters Score -1.04151e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14925 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 136587 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50589 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 12500 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 21919 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37125 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2653 members 
Mstep: Class 35 contains 20672 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 62406 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151960.000000 Penalty: 133477.078125
Iteration 174Q: 41 clusters Score -1.04152e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 172608 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 14944 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 133023 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50556 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 18649 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 12521 members 
Mstep: Class 13 contains 26707 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 37130 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1356 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 711 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 7319 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2648 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 62081 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152600.000000 Penalty: 133477.078125
Iteration 175Q: 41 clusters Score -1.041526e+08 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 177239 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14953 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 129470 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50613 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18619 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 12541 members 
Mstep: Class 13 contains 26696 members 
Mstep: Class 14 contains 21925 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4509 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 3444 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4303 members 
Mstep: Class 29 contains 712 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 6535 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2643 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 61800 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152504.000000 Penalty: 133477.078125
Iteration 176Q: 41 clusters Score -1.041525e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 181535 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 125989 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50730 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18584 members 
Mstep: Class 11 contains 5457 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 26651 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4478 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 712 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 5901 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2642 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 61598 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152672.000000 Penalty: 133477.078125
Iteration 177Q: 41 clusters Score -1.041527e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 185443 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14970 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 122705 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 50883 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 18535 members 
Mstep: Class 11 contains 5451 members 
Mstep: Class 12 contains 12566 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 21933 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37124 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 713 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 5347 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2642 members 
Mstep: Class 35 contains 20686 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 61456 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153248.000000 Penalty: 133477.078125
Iteration 178Q: 41 clusters Score -1.041532e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 188735 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 14987 members 
Mstep: Class 4 contains 42086 members 
Mstep: Class 5 contains 119785 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51128 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 18511 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 12571 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 21924 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37136 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 716 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4865 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 20685 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 61362 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152040.000000 Penalty: 133477.078125
Iteration 179Q: 41 clusters Score -1.04152e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 14998 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51457 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 12569 members 
Mstep: Class 13 contains 26615 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4419 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2640 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 61306 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156152.000000 Penalty: 133477.078125
Iteration 180F: 41 clusters Score -1.041562e+08 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 192070 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 124241 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 51731 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 12559 members 
Mstep: Class 13 contains 26613 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37145 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4290 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 3938 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2633 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 54112 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151888.000000 Penalty: 133477.078125
Iteration 181Q: 41 clusters Score -1.041519e+08 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 194431 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 15010 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 129379 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52035 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18256 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 12550 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 21906 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 37157 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4288 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 3439 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2630 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 46869 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146384.000000 Penalty: 133477.078125
Iteration 182Q: 41 clusters Score -1.041464e+08 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 196631 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 4 contains 42140 members 
Mstep: Class 5 contains 134164 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52446 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18186 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 26642 members 
Mstep: Class 14 contains 21933 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 37166 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 2969 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 39928 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 31. Lose 3328.298828 but Gain 3336.921875
Score: -104142448.000000 Penalty: 130140.156250
Iteration 183Q: 40 clusters Score -1.041424e+08 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 198583 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 15053 members 
Mstep: Class 4 contains 42156 members 
Mstep: Class 5 contains 140557 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52911 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 18175 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 21938 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 37182 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4413 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2618 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 33957 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139856.000000 Penalty: 130140.156250
Iteration 184Q: 40 clusters Score -1.041399e+08 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 200652 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15090 members 
Mstep: Class 4 contains 42164 members 
Mstep: Class 5 contains 143690 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53566 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 18111 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 26717 members 
Mstep: Class 14 contains 21997 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37204 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2328 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4315 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 27986 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135680.000000 Penalty: 130140.156250
Iteration 185Q: 40 clusters Score -1.041357e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 202058 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 42176 members 
Mstep: Class 5 contains 145710 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54226 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 18059 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 26745 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37212 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 4419 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4320 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 23847 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132648.000000 Penalty: 130140.156250
Iteration 186Q: 40 clusters Score -1.041326e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 203020 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 4 contains 42178 members 
Mstep: Class 5 contains 146871 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54895 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 18009 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 12591 members 
Mstep: Class 13 contains 26781 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37216 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2600 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 21014 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130216.000000 Penalty: 130140.156250
Iteration 187Q: 40 clusters Score -1.041302e+08 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 203751 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 42179 members 
Mstep: Class 5 contains 147476 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55545 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 17980 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 12587 members 
Mstep: Class 13 contains 26808 members 
Mstep: Class 14 contains 22065 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37218 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 3439 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4351 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 18968 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128456.000000 Penalty: 130140.156250
Iteration 188Q: 40 clusters Score -1.041285e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 204427 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15173 members 
Mstep: Class 4 contains 42174 members 
Mstep: Class 5 contains 147737 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56166 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 17933 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 12578 members 
Mstep: Class 13 contains 26826 members 
Mstep: Class 14 contains 22079 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 37211 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3440 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4351 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 17430 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126968.000000 Penalty: 130140.156250
Iteration 189Q: 40 clusters Score -1.04127e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 205031 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15172 members 
Mstep: Class 4 contains 42170 members 
Mstep: Class 5 contains 147752 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56724 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17897 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 12575 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 22097 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37212 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4352 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2600 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 16238 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125752.000000 Penalty: 130140.156250
Iteration 190Q: 40 clusters Score -1.041258e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 205556 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 42161 members 
Mstep: Class 5 contains 147628 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17848 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 12566 members 
Mstep: Class 13 contains 26869 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37208 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4349 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2598 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 15312 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124856.000000 Penalty: 130140.156250
Iteration 191Q: 40 clusters Score -1.041249e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 206090 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15156 members 
Mstep: Class 4 contains 42157 members 
Mstep: Class 5 contains 147297 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57770 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17800 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 12564 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 22140 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37214 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3438 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 14591 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123920.000000 Penalty: 130140.156250
Iteration 192Q: 40 clusters Score -1.041239e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 206558 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15151 members 
Mstep: Class 4 contains 42155 members 
Mstep: Class 5 contains 146847 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58317 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17752 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 12554 members 
Mstep: Class 13 contains 26900 members 
Mstep: Class 14 contains 22154 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37219 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4344 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2600 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 14017 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123240.000000 Penalty: 130140.156250
Iteration 193Q: 40 clusters Score -1.041232e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 207011 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15150 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 146300 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58857 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17710 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 22153 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37228 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 3437 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 13575 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104122720.000000 Penalty: 130140.156250
Iteration 194Q: 40 clusters Score -1.041227e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15158 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 5 contains 145652 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59388 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 17644 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22167 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37241 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3435 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2603 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 13254 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121872.000000 Penalty: 130140.156250
Iteration 195Q: 40 clusters Score -1.041219e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 207848 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 42162 members 
Mstep: Class 5 contains 144923 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59937 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 17599 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12524 members 
Mstep: Class 13 contains 26912 members 
Mstep: Class 14 contains 22181 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37245 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2602 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 13013 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121440.000000 Penalty: 130140.156250
Iteration 196Q: 40 clusters Score -1.041214e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 208188 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15165 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 5 contains 144220 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60475 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 17547 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 22186 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 37247 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4338 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2598 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12851 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121000.000000 Penalty: 130140.156250
Iteration 197Q: 40 clusters Score -1.04121e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 208503 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 15166 members 
Mstep: Class 4 contains 42163 members 
Mstep: Class 5 contains 143496 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61020 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 17486 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 26910 members 
Mstep: Class 14 contains 22202 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37260 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2312 members 
Mstep: Class 26 contains 3433 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4341 members 
Mstep: Class 29 contains 718 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2595 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12725 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120512.000000 Penalty: 130140.156250
Iteration 198Q: 40 clusters Score -1.041205e+08 nChanged 1705
Entering ConstructFrom: 
Score: -104120512.000000 Penalty: 130140.156250
Entering ConstructFrom: 
Trying to split cluster 1 (208729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208729 members 
Entering Unmasked Estep 
Score: -32069166.000000 Penalty: 3037.700439
	Iteration 0F: 2 clusters Score -3.206917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -31972394.000000 Penalty: 6075.400879
	Iteration 0F: 3 clusters Score -3.197239e+07 nChanged 100448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -32031310.000000 Penalty: 6075.400879
	Iteration 1F: 3 clusters Score -3.203131e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -32032946.000000 Penalty: 6075.400879
	Iteration 2Q: 3 clusters Score -3.203295e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101715 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -32035412.000000 Penalty: 6075.400879
	Iteration 3Q: 3 clusters Score -3.203541e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 109846 members 
Entering Unmasked Estep 
Score: -32039446.000000 Penalty: 6075.400879
	Iteration 4Q: 3 clusters Score -3.203945e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -32045802.000000 Penalty: 6075.400879
	Iteration 5F: 3 clusters Score -3.20458e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -32055754.000000 Penalty: 6075.400879
	Iteration 6F: 3 clusters Score -3.205575e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 128659 members 
Entering Unmasked Estep 
Score: -32068634.000000 Penalty: 6075.400879
	Iteration 7F: 3 clusters Score -3.206863e+07 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 133385 members 
Entering Unmasked Estep 
Score: -32079260.000000 Penalty: 6075.400879
	Iteration 8F: 3 clusters Score -3.207926e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -32083896.000000 Penalty: 6075.400879
	Iteration 9F: 3 clusters Score -3.20839e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 135398 members 
Entering Unmasked Estep 
Score: -32085344.000000 Penalty: 6075.400879
	Iteration 10Q: 3 clusters Score -3.208534e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -32085660.000000 Penalty: 6075.400879
	Iteration 11Q: 3 clusters Score -3.208566e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -32086232.000000 Penalty: 6075.400879
	Iteration 12Q: 3 clusters Score -3.208623e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -32086690.000000 Penalty: 6075.400879
	Iteration 13Q: 3 clusters Score -3.208669e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -32087162.000000 Penalty: 6075.400879
	Iteration 14Q: 3 clusters Score -3.208716e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 130189 members 
Entering Unmasked Estep 
Score: -32087600.000000 Penalty: 6075.400879
	Iteration 15Q: 3 clusters Score -3.20876e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 128129 members 
Entering Unmasked Estep 
Score: -32088068.000000 Penalty: 6075.400879
	Iteration 16Q: 3 clusters Score -3.208807e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -32088820.000000 Penalty: 6075.400879
	Iteration 17Q: 3 clusters Score -3.208882e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -32089516.000000 Penalty: 6075.400879
	Iteration 18Q: 3 clusters Score -3.208952e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 122083 members 
Entering Unmasked Estep 
Score: -32090030.000000 Penalty: 6075.400879
	Iteration 19Q: 3 clusters Score -3.209003e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -32090592.000000 Penalty: 6075.400879
	Iteration 20F: 3 clusters Score -3.209059e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 118447 members 
Entering Unmasked Estep 
Score: -32091144.000000 Penalty: 6075.400879
	Iteration 21Q: 3 clusters Score -3.209114e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -32091828.000000 Penalty: 6075.400879
	Iteration 22Q: 3 clusters Score -3.209183e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 115067 members 
Entering Unmasked Estep 
Score: -32092204.000000 Penalty: 6075.400879
	Iteration 23Q: 3 clusters Score -3.20922e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -32093042.000000 Penalty: 6075.400879
	Iteration 24Q: 3 clusters Score -3.209304e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 112533 members 
Entering Unmasked Estep 
Score: -32093768.000000 Penalty: 6075.400879
	Iteration 25Q: 3 clusters Score -3.209377e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -32094298.000000 Penalty: 6075.400879
	Iteration 26Q: 3 clusters Score -3.20943e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -32094770.000000 Penalty: 6075.400879
	Iteration 27Q: 3 clusters Score -3.209477e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -32095184.000000 Penalty: 6075.400879
	Iteration 28Q: 3 clusters Score -3.209518e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 110533 members 
Entering Unmasked Estep 
Score: -32095352.000000 Penalty: 6075.400879
	Iteration 29Q: 3 clusters Score -3.209535e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -32095728.000000 Penalty: 6075.400879
	Iteration 30Q: 3 clusters Score -3.209573e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -32095900.000000 Penalty: 6075.400879
	Iteration 31Q: 3 clusters Score -3.20959e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 109836 members 
Entering Unmasked Estep 
Score: -32096064.000000 Penalty: 6075.400879
	Iteration 32Q: 3 clusters Score -3.209606e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -32096236.000000 Penalty: 6075.400879
	Iteration 33Q: 3 clusters Score -3.209624e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -32096242.000000 Penalty: 6075.400879
	Iteration 34Q: 3 clusters Score -3.209624e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -32096290.000000 Penalty: 6075.400879
	Iteration 35Q: 3 clusters Score -3.209629e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -32096314.000000 Penalty: 6075.400879
	Iteration 36Q: 3 clusters Score -3.209631e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -32096288.000000 Penalty: 6075.400879
	Iteration 37Q: 3 clusters Score -3.209629e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99178 members 
Mstep: Class 2 contains 109551 members 
Entering Unmasked Estep 
Score: -32096340.000000 Penalty: 6075.400879
	Iteration 38Q: 3 clusters Score -3.209634e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99186 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -32096382.000000 Penalty: 6075.400879
	Iteration 39Q: 3 clusters Score -3.209638e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -32096418.000000 Penalty: 6075.400879
	Iteration 40F: 3 clusters Score -3.209642e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -32096440.000000 Penalty: 6075.400879
	Iteration 41Q: 3 clusters Score -3.209644e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -32096406.000000 Penalty: 6075.400879
	Iteration 42Q: 3 clusters Score -3.209641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -32096402.000000 Penalty: 6075.400879
	Iteration 43Q: 3 clusters Score -3.20964e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -32096408.000000 Penalty: 6075.400879
	Iteration 44Q: 3 clusters Score -3.209641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -32096424.000000 Penalty: 6075.400879
	Iteration 45Q: 3 clusters Score -3.209642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -32096460.000000 Penalty: 6075.400879
	Iteration 46Q: 3 clusters Score -3.209646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -32096452.000000 Penalty: 6075.400879
	Iteration 47Q: 3 clusters Score -3.209645e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 109673 members 
Entering Unmasked Estep 
Score: -32096412.000000 Penalty: 6075.400879
	Iteration 48Q: 3 clusters Score -3.209641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 109669 members 
Entering Unmasked Estep 
Score: -32096420.000000 Penalty: 6075.400879
	Iteration 49Q: 3 clusters Score -3.209642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -32096422.000000 Penalty: 6075.400879
	Iteration 50Q: 3 clusters Score -3.209642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 51Q: 3 clusters Score -3.209643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -32096452.000000 Penalty: 6075.400879
	Iteration 52Q: 3 clusters Score -3.209645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99077 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -32096460.000000 Penalty: 6075.400879
	Iteration 53Q: 3 clusters Score -3.209646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -32096456.000000 Penalty: 6075.400879
	Iteration 54Q: 3 clusters Score -3.209646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -32096448.000000 Penalty: 6075.400879
	Iteration 55Q: 3 clusters Score -3.209645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99075 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -32096444.000000 Penalty: 6075.400879
	Iteration 56Q: 3 clusters Score -3.209644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -32096460.000000 Penalty: 6075.400879
	Iteration 57Q: 3 clusters Score -3.209646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -32096440.000000 Penalty: 6075.400879
	Iteration 58Q: 3 clusters Score -3.209644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -32096446.000000 Penalty: 6075.400879
	Iteration 59Q: 3 clusters Score -3.209645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99081 members 
Mstep: Class 2 contains 109648 members 
Entering Unmasked Estep 
Score: -32096444.000000 Penalty: 6075.400879
	Iteration 60F: 3 clusters Score -3.209644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 61Q: 3 clusters Score -3.209643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99088 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -32096444.000000 Penalty: 6075.400879
	Iteration 62Q: 3 clusters Score -3.209644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -32096438.000000 Penalty: 6075.400879
	Iteration 63Q: 3 clusters Score -3.209644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -32096442.000000 Penalty: 6075.400879
	Iteration 64Q: 3 clusters Score -3.209644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -32096442.000000 Penalty: 6075.400879
	Iteration 65Q: 3 clusters Score -3.209644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -32096444.000000 Penalty: 6075.400879
	Iteration 66Q: 3 clusters Score -3.209644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -32096442.000000 Penalty: 6075.400879
	Iteration 67Q: 3 clusters Score -3.209644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 68Q: 3 clusters Score -3.209643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 109619 members 
Entering Unmasked Estep 
Score: -32096436.000000 Penalty: 6075.400879
	Iteration 69Q: 3 clusters Score -3.209644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 70Q: 3 clusters Score -3.209643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 71Q: 3 clusters Score -3.209643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 109616 members 
Entering Unmasked Estep 
Score: -32096434.000000 Penalty: 6075.400879
	Iteration 72F: 3 clusters Score -3.209643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 5 contains 142812 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61574 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 22219 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37272 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 109616 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12634 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
Score: -104148776.000000 Penalty: 133477.078125
Splitting cluster 1 changes total score from -104120512.000000 to -104148776.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -358880.750000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -358880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -355868.125000 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -355868.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -356525.718750 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -356525.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -356709.937500 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -356709.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -356832.375000 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -356832.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -356914.031250 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -356914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -356960.750000 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -356960.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356991.750000 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -356991.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -357021.718750 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -357021.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -357040.593750 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -357040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -357055.281250 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -357055.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -357066.656250 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -357066.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -357079.781250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -357079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -357086.281250 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -357086.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -357091.750000 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -357091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -357101.000000 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -357101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -357107.906250 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -357107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -357111.218750 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -357111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -357115.437500 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -357115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -357117.906250 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -357117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -357121.343750 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -357121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -357125.468750 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -357125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -357131.562500 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -357131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -357137.281250 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -357137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -357146.812500 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -357146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -357159.093750 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -357159.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -357165.593750 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -357165.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -357171.781250 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -357171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -357179.500000 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -357179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -357183.437500 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -357183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -357189.500000 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -357189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -357195.093750 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -357195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -357200.593750 Penalty: 3904.170410
	Iteration 31Q: 3 clusters Score -357200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -357203.718750 Penalty: 3904.170410
	Iteration 32Q: 3 clusters Score -357203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -357205.843750 Penalty: 3904.170410
	Iteration 33Q: 3 clusters Score -357205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -357206.625000 Penalty: 3904.170410
	Iteration 34Q: 3 clusters Score -357206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -357206.843750 Penalty: 3904.170410
	Iteration 35Q: 3 clusters Score -357206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -357209.093750 Penalty: 3904.170410
	Iteration 36Q: 3 clusters Score -357209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -357210.093750 Penalty: 3904.170410
	Iteration 37Q: 3 clusters Score -357210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -357211.281250 Penalty: 3904.170410
	Iteration 38Q: 3 clusters Score -357211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -357211.562500 Penalty: 3904.170410
	Iteration 39Q: 3 clusters Score -357211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -357211.562500 Penalty: 3904.170410
	Iteration 40F: 3 clusters Score -357211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Entering Unmasked Estep 
Score: -2301694.500000 Penalty: 2387.367432
	Iteration 0F: 2 clusters Score -2301694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2290733.250000 Penalty: 4774.734863
	Iteration 0F: 3 clusters Score -2290733 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2294581.250000 Penalty: 4774.734863
	Iteration 1F: 3 clusters Score -2294581 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2295531.750000 Penalty: 4774.734863
	Iteration 2F: 3 clusters Score -2295532 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2296784.250000 Penalty: 4774.734863
	Iteration 3F: 3 clusters Score -2296784 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2297842.250000 Penalty: 4774.734863
	Iteration 4F: 3 clusters Score -2297842 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2298648.500000 Penalty: 4774.734863
	Iteration 5F: 3 clusters Score -2298648 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2299212.500000 Penalty: 4774.734863
	Iteration 6F: 3 clusters Score -2299212 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2299655.500000 Penalty: 4774.734863
	Iteration 7Q: 3 clusters Score -2299656 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2300085.500000 Penalty: 4774.734863
	Iteration 8Q: 3 clusters Score -2300086 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2300425.250000 Penalty: 4774.734863
	Iteration 9Q: 3 clusters Score -2300425 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2300685.500000 Penalty: 4774.734863
	Iteration 10Q: 3 clusters Score -2300686 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2300912.750000 Penalty: 4774.734863
	Iteration 11Q: 3 clusters Score -2300913 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2301095.750000 Penalty: 4774.734863
	Iteration 12Q: 3 clusters Score -2301096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2301230.500000 Penalty: 4774.734863
	Iteration 13Q: 3 clusters Score -2301230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2301317.000000 Penalty: 4774.734863
	Iteration 14Q: 3 clusters Score -2301317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2301382.500000 Penalty: 4774.734863
	Iteration 15Q: 3 clusters Score -2301382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2301432.250000 Penalty: 4774.734863
	Iteration 16Q: 3 clusters Score -2301432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2301458.250000 Penalty: 4774.734863
	Iteration 17Q: 3 clusters Score -2301458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2301470.250000 Penalty: 4774.734863
	Iteration 18Q: 3 clusters Score -2301470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2301474.500000 Penalty: 4774.734863
	Iteration 19Q: 3 clusters Score -2301474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2301482.750000 Penalty: 4774.734863
	Iteration 20F: 3 clusters Score -2301483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2301491.000000 Penalty: 4774.734863
	Iteration 21Q: 3 clusters Score -2301491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2301500.500000 Penalty: 4774.734863
	Iteration 22Q: 3 clusters Score -2301500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2301506.750000 Penalty: 4774.734863
	Iteration 23Q: 3 clusters Score -2301507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2301515.000000 Penalty: 4774.734863
	Iteration 24Q: 3 clusters Score -2301515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2301513.750000 Penalty: 4774.734863
	Iteration 25Q: 3 clusters Score -2301514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2301516.500000 Penalty: 4774.734863
	Iteration 26Q: 3 clusters Score -2301516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2301513.750000 Penalty: 4774.734863
	Iteration 27Q: 3 clusters Score -2301514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2301525.750000 Penalty: 4774.734863
	Iteration 28Q: 3 clusters Score -2301526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2301525.250000 Penalty: 4774.734863
	Iteration 29Q: 3 clusters Score -2301525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2301524.500000 Penalty: 4774.734863
	Iteration 30Q: 3 clusters Score -2301524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2301525.500000 Penalty: 4774.734863
	Iteration 31Q: 3 clusters Score -2301526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2301523.750000 Penalty: 4774.734863
	Iteration 32Q: 3 clusters Score -2301524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2301524.500000 Penalty: 4774.734863
	Iteration 33Q: 3 clusters Score -2301524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2301529.250000 Penalty: 4774.734863
	Iteration 34Q: 3 clusters Score -2301529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2301528.000000 Penalty: 4774.734863
	Iteration 35Q: 3 clusters Score -2301528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2301531.000000 Penalty: 4774.734863
	Iteration 36Q: 3 clusters Score -2301531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2301531.750000 Penalty: 4774.734863
	Iteration 37Q: 3 clusters Score -2301532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2301531.000000 Penalty: 4774.734863
	Iteration 38Q: 3 clusters Score -2301531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2301531.000000 Penalty: 4774.734863
	Iteration 39F: 3 clusters Score -2301531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Entering Unmasked Estep 
Score: -6482605.500000 Penalty: 2641.043457
	Iteration 0F: 2 clusters Score -6482606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -6453931.500000 Penalty: 5282.086914
	Iteration 0F: 3 clusters Score -6453932 nChanged 19405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6464678.500000 Penalty: 5282.086914
	Iteration 1F: 3 clusters Score -6464678 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -6465290.500000 Penalty: 5282.086914
	Iteration 2Q: 3 clusters Score -6465290 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6466048.000000 Penalty: 5282.086914
	Iteration 3Q: 3 clusters Score -6466048 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -6467046.000000 Penalty: 5282.086914
	Iteration 4Q: 3 clusters Score -6467046 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6468411.500000 Penalty: 5282.086914
	Iteration 5F: 3 clusters Score -6468412 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -6470177.500000 Penalty: 5282.086914
	Iteration 6F: 3 clusters Score -6470178 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -6472238.500000 Penalty: 5282.086914
	Iteration 7F: 3 clusters Score -6472238 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6474472.000000 Penalty: 5282.086914
	Iteration 8F: 3 clusters Score -6474472 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6476461.000000 Penalty: 5282.086914
	Iteration 9F: 3 clusters Score -6476461 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6477994.500000 Penalty: 5282.086914
	Iteration 10Q: 3 clusters Score -6477994 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6479043.000000 Penalty: 5282.086914
	Iteration 11Q: 3 clusters Score -6479043 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6479642.000000 Penalty: 5282.086914
	Iteration 12Q: 3 clusters Score -6479642 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6479949.500000 Penalty: 5282.086914
	Iteration 13Q: 3 clusters Score -6479950 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6480127.500000 Penalty: 5282.086914
	Iteration 14Q: 3 clusters Score -6480128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6480223.000000 Penalty: 5282.086914
	Iteration 15Q: 3 clusters Score -6480223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6480283.500000 Penalty: 5282.086914
	Iteration 16Q: 3 clusters Score -6480284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6480335.000000 Penalty: 5282.086914
	Iteration 17Q: 3 clusters Score -6480335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6480357.500000 Penalty: 5282.086914
	Iteration 18Q: 3 clusters Score -6480358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6480379.000000 Penalty: 5282.086914
	Iteration 19Q: 3 clusters Score -6480379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6480401.500000 Penalty: 5282.086914
	Iteration 20F: 3 clusters Score -6480402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6480436.000000 Penalty: 5282.086914
	Iteration 21Q: 3 clusters Score -6480436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6480464.000000 Penalty: 5282.086914
	Iteration 22Q: 3 clusters Score -6480464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6480464.500000 Penalty: 5282.086914
	Iteration 23Q: 3 clusters Score -6480464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6480475.500000 Penalty: 5282.086914
	Iteration 24Q: 3 clusters Score -6480476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6480483.500000 Penalty: 5282.086914
	Iteration 25Q: 3 clusters Score -6480484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6480487.000000 Penalty: 5282.086914
	Iteration 26Q: 3 clusters Score -6480487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6480478.500000 Penalty: 5282.086914
	Iteration 27Q: 3 clusters Score -6480478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6480490.500000 Penalty: 5282.086914
	Iteration 28Q: 3 clusters Score -6480490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6480483.500000 Penalty: 5282.086914
	Iteration 29Q: 3 clusters Score -6480484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6480488.500000 Penalty: 5282.086914
	Iteration 30Q: 3 clusters Score -6480488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6480494.000000 Penalty: 5282.086914
	Iteration 31Q: 3 clusters Score -6480494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6480496.500000 Penalty: 5282.086914
	Iteration 32Q: 3 clusters Score -6480496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6480496.500000 Penalty: 5282.086914
	Iteration 33F: 3 clusters Score -6480496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (142812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142812 members 
Entering Unmasked Estep 
Score: -21968120.000000 Penalty: 2943.582520
	Iteration 0F: 2 clusters Score -2.196812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -21894276.000000 Penalty: 5887.165039
	Iteration 0F: 3 clusters Score -2.189428e+07 nChanged 68344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -21933962.000000 Penalty: 5887.165039
	Iteration 1F: 3 clusters Score -2.193396e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -21935534.000000 Penalty: 5887.165039
	Iteration 2Q: 3 clusters Score -2.193553e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -21937342.000000 Penalty: 5887.165039
	Iteration 3Q: 3 clusters Score -2.193734e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -21939794.000000 Penalty: 5887.165039
	Iteration 4Q: 3 clusters Score -2.193979e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -21943338.000000 Penalty: 5887.165039
	Iteration 5F: 3 clusters Score -2.194334e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -21948778.000000 Penalty: 5887.165039
	Iteration 6F: 3 clusters Score -2.194878e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -21954802.000000 Penalty: 5887.165039
	Iteration 7F: 3 clusters Score -2.19548e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -21960568.000000 Penalty: 5887.165039
	Iteration 8F: 3 clusters Score -2.196057e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -21965042.000000 Penalty: 5887.165039
	Iteration 9F: 3 clusters Score -2.196504e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -21967628.000000 Penalty: 5887.165039
	Iteration 10Q: 3 clusters Score -2.196763e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -21969124.000000 Penalty: 5887.165039
	Iteration 11Q: 3 clusters Score -2.196912e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -21969962.000000 Penalty: 5887.165039
	Iteration 12Q: 3 clusters Score -2.196996e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -21970174.000000 Penalty: 5887.165039
	Iteration 13Q: 3 clusters Score -2.197017e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 116168 members 
Entering Unmasked Estep 
Score: -21970304.000000 Penalty: 5887.165039
	Iteration 14Q: 3 clusters Score -2.19703e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 118049 members 
Entering Unmasked Estep 
Score: -21970112.000000 Penalty: 5887.165039
	Iteration 15Q: 3 clusters Score -2.197011e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -21970086.000000 Penalty: 5887.165039
	Iteration 16Q: 3 clusters Score -2.197009e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -21969930.000000 Penalty: 5887.165039
	Iteration 17Q: 3 clusters Score -2.196993e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 122350 members 
Entering Unmasked Estep 
Score: -21969746.000000 Penalty: 5887.165039
	Iteration 18Q: 3 clusters Score -2.196975e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 123496 members 
Entering Unmasked Estep 
Score: -21969694.000000 Penalty: 5887.165039
	Iteration 19Q: 3 clusters Score -2.196969e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -21969466.000000 Penalty: 5887.165039
	Iteration 20F: 3 clusters Score -2.196947e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 125508 members 
Entering Unmasked Estep 
Score: -21969344.000000 Penalty: 5887.165039
	Iteration 21Q: 3 clusters Score -2.196934e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -21969210.000000 Penalty: 5887.165039
	Iteration 22Q: 3 clusters Score -2.196921e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -21969088.000000 Penalty: 5887.165039
	Iteration 23Q: 3 clusters Score -2.196909e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -21968928.000000 Penalty: 5887.165039
	Iteration 24Q: 3 clusters Score -2.196893e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
Score: -21968790.000000 Penalty: 5887.165039
	Iteration 25Q: 3 clusters Score -2.196879e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 129134 members 
Entering Unmasked Estep 
Score: -21968810.000000 Penalty: 5887.165039
	Iteration 26Q: 3 clusters Score -2.196881e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -21968646.000000 Penalty: 5887.165039
	Iteration 27Q: 3 clusters Score -2.196865e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 130196 members 
Entering Unmasked Estep 
Score: -21968650.000000 Penalty: 5887.165039
	Iteration 28Q: 3 clusters Score -2.196865e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -21968606.000000 Penalty: 5887.165039
	Iteration 29Q: 3 clusters Score -2.196861e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 131060 members 
Entering Unmasked Estep 
Score: -21968580.000000 Penalty: 5887.165039
	Iteration 30Q: 3 clusters Score -2.196858e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 131420 members 
Entering Unmasked Estep 
Score: -21968588.000000 Penalty: 5887.165039
	Iteration 31Q: 3 clusters Score -2.196859e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -21968556.000000 Penalty: 5887.165039
	Iteration 32Q: 3 clusters Score -2.196856e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 132014 members 
Entering Unmasked Estep 
Score: -21968482.000000 Penalty: 5887.165039
	Iteration 33Q: 3 clusters Score -2.196848e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 132267 members 
Entering Unmasked Estep 
Score: -21968468.000000 Penalty: 5887.165039
	Iteration 34Q: 3 clusters Score -2.196847e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -21968352.000000 Penalty: 5887.165039
	Iteration 35Q: 3 clusters Score -2.196835e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -21968344.000000 Penalty: 5887.165039
	Iteration 36Q: 3 clusters Score -2.196834e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 132923 members 
Entering Unmasked Estep 
Score: -21968302.000000 Penalty: 5887.165039
	Iteration 37Q: 3 clusters Score -2.19683e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -21968260.000000 Penalty: 5887.165039
	Iteration 38Q: 3 clusters Score -2.196826e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 133305 members 
Entering Unmasked Estep 
Score: -21968238.000000 Penalty: 5887.165039
	Iteration 39Q: 3 clusters Score -2.196824e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 133490 members 
Entering Unmasked Estep 
Score: -21968154.000000 Penalty: 5887.165039
	Iteration 40F: 3 clusters Score -2.196815e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 133646 members 
Entering Unmasked Estep 
Score: -21968176.000000 Penalty: 5887.165039
	Iteration 41Q: 3 clusters Score -2.196818e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 133776 members 
Entering Unmasked Estep 
Score: -21968174.000000 Penalty: 5887.165039
	Iteration 42Q: 3 clusters Score -2.196817e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -21968128.000000 Penalty: 5887.165039
	Iteration 43Q: 3 clusters Score -2.196813e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 133951 members 
Entering Unmasked Estep 
Score: -21968144.000000 Penalty: 5887.165039
	Iteration 44Q: 3 clusters Score -2.196814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -21968118.000000 Penalty: 5887.165039
	Iteration 45Q: 3 clusters Score -2.196812e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -21968082.000000 Penalty: 5887.165039
	Iteration 46Q: 3 clusters Score -2.196808e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -21968082.000000 Penalty: 5887.165039
	Iteration 47Q: 3 clusters Score -2.196808e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 134207 members 
Entering Unmasked Estep 
Score: -21968102.000000 Penalty: 5887.165039
	Iteration 48Q: 3 clusters Score -2.19681e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 134252 members 
Entering Unmasked Estep 
Score: -21968096.000000 Penalty: 5887.165039
	Iteration 49Q: 3 clusters Score -2.19681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 134297 members 
Entering Unmasked Estep 
Score: -21968128.000000 Penalty: 5887.165039
	Iteration 50Q: 3 clusters Score -2.196813e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 134349 members 
Entering Unmasked Estep 
Score: -21968102.000000 Penalty: 5887.165039
	Iteration 51Q: 3 clusters Score -2.19681e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 134398 members 
Entering Unmasked Estep 
Score: -21968086.000000 Penalty: 5887.165039
	Iteration 52Q: 3 clusters Score -2.196809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 134444 members 
Entering Unmasked Estep 
Score: -21968104.000000 Penalty: 5887.165039
	Iteration 53Q: 3 clusters Score -2.19681e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -21968070.000000 Penalty: 5887.165039
	Iteration 54Q: 3 clusters Score -2.196807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -21968044.000000 Penalty: 5887.165039
	Iteration 55Q: 3 clusters Score -2.196804e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 134572 members 
Entering Unmasked Estep 
Score: -21968054.000000 Penalty: 5887.165039
	Iteration 56Q: 3 clusters Score -2.196805e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -21968036.000000 Penalty: 5887.165039
	Iteration 57Q: 3 clusters Score -2.196804e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 134637 members 
Entering Unmasked Estep 
Score: -21968070.000000 Penalty: 5887.165039
	Iteration 58Q: 3 clusters Score -2.196807e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -21968038.000000 Penalty: 5887.165039
	Iteration 59Q: 3 clusters Score -2.196804e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -21968048.000000 Penalty: 5887.165039
	Iteration 60F: 3 clusters Score -2.196805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 134737 members 
Entering Unmasked Estep 
Score: -21968036.000000 Penalty: 5887.165039
	Iteration 61Q: 3 clusters Score -2.196804e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 134766 members 
Entering Unmasked Estep 
Score: -21968010.000000 Penalty: 5887.165039
	Iteration 62Q: 3 clusters Score -2.196801e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 134795 members 
Entering Unmasked Estep 
Score: -21968002.000000 Penalty: 5887.165039
	Iteration 63Q: 3 clusters Score -2.1968e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 134817 members 
Entering Unmasked Estep 
Score: -21967978.000000 Penalty: 5887.165039
	Iteration 64Q: 3 clusters Score -2.196798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -21967980.000000 Penalty: 5887.165039
	Iteration 65Q: 3 clusters Score -2.196798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -21968004.000000 Penalty: 5887.165039
	Iteration 66Q: 3 clusters Score -2.1968e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
Score: -21968000.000000 Penalty: 5887.165039
	Iteration 67Q: 3 clusters Score -2.1968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 134889 members 
Entering Unmasked Estep 
Score: -21967994.000000 Penalty: 5887.165039
	Iteration 68Q: 3 clusters Score -2.196799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 134902 members 
Entering Unmasked Estep 
Score: -21967980.000000 Penalty: 5887.165039
	Iteration 69Q: 3 clusters Score -2.196798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 134917 members 
Entering Unmasked Estep 
Score: -21968024.000000 Penalty: 5887.165039
	Iteration 70Q: 3 clusters Score -2.196802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 134927 members 
Entering Unmasked Estep 
Score: -21968014.000000 Penalty: 5887.165039
	Iteration 71Q: 3 clusters Score -2.196801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 134941 members 
Entering Unmasked Estep 
Score: -21968016.000000 Penalty: 5887.165039
	Iteration 72Q: 3 clusters Score -2.196802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 134954 members 
Entering Unmasked Estep 
Score: -21967996.000000 Penalty: 5887.165039
	Iteration 73Q: 3 clusters Score -2.1968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 134964 members 
Entering Unmasked Estep 
Score: -21967980.000000 Penalty: 5887.165039
	Iteration 74Q: 3 clusters Score -2.196798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 134970 members 
Entering Unmasked Estep 
Score: -21967972.000000 Penalty: 5887.165039
	Iteration 75Q: 3 clusters Score -2.196797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 134975 members 
Entering Unmasked Estep 
Score: -21967974.000000 Penalty: 5887.165039
	Iteration 76Q: 3 clusters Score -2.196797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 134977 members 
Entering Unmasked Estep 
Score: -21967978.000000 Penalty: 5887.165039
	Iteration 77Q: 3 clusters Score -2.196798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 134976 members 
Entering Unmasked Estep 
Score: -21967998.000000 Penalty: 5887.165039
	Iteration 78Q: 3 clusters Score -2.1968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -21967980.000000 Penalty: 5887.165039
	Iteration 79Q: 3 clusters Score -2.196798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -21968004.000000 Penalty: 5887.165039
	Iteration 80F: 3 clusters Score -2.1968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -21967986.000000 Penalty: 5887.165039
	Iteration 81Q: 3 clusters Score -2.196799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 134999 members 
Entering Unmasked Estep 
Score: -21968016.000000 Penalty: 5887.165039
	Iteration 82Q: 3 clusters Score -2.196802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -21968012.000000 Penalty: 5887.165039
	Iteration 83Q: 3 clusters Score -2.196801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 135006 members 
Entering Unmasked Estep 
Score: -21968034.000000 Penalty: 5887.165039
	Iteration 84Q: 3 clusters Score -2.196803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -21968036.000000 Penalty: 5887.165039
	Iteration 85Q: 3 clusters Score -2.196804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 135007 members 
Entering Unmasked Estep 
Score: -21968034.000000 Penalty: 5887.165039
	Iteration 86Q: 3 clusters Score -2.196803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -21968014.000000 Penalty: 5887.165039
	Iteration 87Q: 3 clusters Score -2.196801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 135013 members 
Entering Unmasked Estep 
Score: -21968024.000000 Penalty: 5887.165039
	Iteration 88Q: 3 clusters Score -2.196802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 135019 members 
Entering Unmasked Estep 
Score: -21968024.000000 Penalty: 5887.165039
	Iteration 89Q: 3 clusters Score -2.196802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 135026 members 
Entering Unmasked Estep 
Score: -21968022.000000 Penalty: 5887.165039
	Iteration 90Q: 3 clusters Score -2.196802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 135029 members 
Entering Unmasked Estep 
Score: -21968022.000000 Penalty: 5887.165039
	Iteration 91Q: 3 clusters Score -2.196802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -21968016.000000 Penalty: 5887.165039
	Iteration 92Q: 3 clusters Score -2.196802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -21968012.000000 Penalty: 5887.165039
	Iteration 93Q: 3 clusters Score -2.196801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 135037 members 
Entering Unmasked Estep 
Score: -21968018.000000 Penalty: 5887.165039
	Iteration 94Q: 3 clusters Score -2.196802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -21968018.000000 Penalty: 5887.165039
	Iteration 95Q: 3 clusters Score -2.196802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 135038 members 
Entering Unmasked Estep 
Score: -21968018.000000 Penalty: 5887.165039
	Iteration 96F: 3 clusters Score -2.196802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124253.117188 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -122420.960938 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122421 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122736.000000 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -122861.742188 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122861.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122910.695312 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -122910.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122948.695312 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -122948.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122988.210938 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -122988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123008.867188 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -123008.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123034.796875 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -123034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123084.210938 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -123084.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123125.000000 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -123125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123232.335938 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -123232.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123298.906250 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -123298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123341.023438 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -123341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123364.328125 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -123364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123375.765625 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -123375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123383.187500 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -123383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123394.093750 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -123394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123398.515625 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -123398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123408.335938 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -123408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -123409.679688 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -123409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123411.468750 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -123411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123413.351562 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -123413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123417.070312 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -123417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123422.156250 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -123422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123422.156250 Penalty: 3362.841309
	Iteration 24F: 3 clusters Score -123422.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61574 members 
Entering Unmasked Estep 
Score: -9356993.000000 Penalty: 2734.942871
	Iteration 0F: 2 clusters Score -9356993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -9315635.000000 Penalty: 5469.885742
	Iteration 0F: 3 clusters Score -9315635 nChanged 28679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -9331629.000000 Penalty: 5469.885742
	Iteration 1F: 3 clusters Score -9331629 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -9332204.000000 Penalty: 5469.885742
	Iteration 2Q: 3 clusters Score -9332204 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9332718.000000 Penalty: 5469.885742
	Iteration 3Q: 3 clusters Score -9332718 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9333469.000000 Penalty: 5469.885742
	Iteration 4Q: 3 clusters Score -9333469 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -9334543.000000 Penalty: 5469.885742
	Iteration 5Q: 3 clusters Score -9334543 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -9336265.000000 Penalty: 5469.885742
	Iteration 6F: 3 clusters Score -9336265 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -9339182.000000 Penalty: 5469.885742
	Iteration 7F: 3 clusters Score -9339182 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9343346.000000 Penalty: 5469.885742
	Iteration 8F: 3 clusters Score -9343346 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -9347761.000000 Penalty: 5469.885742
	Iteration 9F: 3 clusters Score -9347761 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -9351122.000000 Penalty: 5469.885742
	Iteration 10F: 3 clusters Score -9351122 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -9353060.000000 Penalty: 5469.885742
	Iteration 11Q: 3 clusters Score -9353060 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -9353913.000000 Penalty: 5469.885742
	Iteration 12Q: 3 clusters Score -9353913 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -9354261.000000 Penalty: 5469.885742
	Iteration 13Q: 3 clusters Score -9354261 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -9354416.000000 Penalty: 5469.885742
	Iteration 14Q: 3 clusters Score -9354416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -9354497.000000 Penalty: 5469.885742
	Iteration 15Q: 3 clusters Score -9354497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -9354532.000000 Penalty: 5469.885742
	Iteration 16Q: 3 clusters Score -9354532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -9354566.000000 Penalty: 5469.885742
	Iteration 17Q: 3 clusters Score -9354566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -9354596.000000 Penalty: 5469.885742
	Iteration 18Q: 3 clusters Score -9354596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -9354602.000000 Penalty: 5469.885742
	Iteration 19Q: 3 clusters Score -9354602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -9354613.000000 Penalty: 5469.885742
	Iteration 20F: 3 clusters Score -9354613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -9354621.000000 Penalty: 5469.885742
	Iteration 21Q: 3 clusters Score -9354621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -9354626.000000 Penalty: 5469.885742
	Iteration 22Q: 3 clusters Score -9354626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -9354623.000000 Penalty: 5469.885742
	Iteration 23Q: 3 clusters Score -9354623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -9354623.000000 Penalty: 5469.885742
	Iteration 24F: 3 clusters Score -9354623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20299.427734 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20299.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19282.519531 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19282.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19368.925781 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19368.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19403.804688 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19473.074219 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -19473.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19497.873047 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -19497.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19505.589844 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -19505.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19505.589844 Penalty: 2544.429688
	Iteration 6F: 3 clusters Score -19505.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -494813.531250 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -494813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -491346.031250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -491346 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -492206.093750 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -492206.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -492563.125000 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -492563.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -492895.375000 Penalty: 4021.727783
	Iteration 3F: 3 clusters Score -492895.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -493155.625000 Penalty: 4021.727783
	Iteration 4F: 3 clusters Score -493155.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -493367.343750 Penalty: 4021.727783
	Iteration 5F: 3 clusters Score -493367.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -493535.187500 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -493535.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -493668.593750 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -493668.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -493758.125000 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -493758.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -493823.625000 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -493823.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -493859.781250 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -493859.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -493881.531250 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -493881.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -493900.593750 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -493900.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -493914.156250 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -493914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -493922.625000 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -493922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -493929.156250 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -493929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -493933.250000 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -493933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -493936.031250 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -493936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -493937.968750 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -493938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -493940.218750 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -493940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -493943.750000 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -493943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -493945.906250 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -493945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -493947.406250 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -493947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -493949.093750 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -493949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -493949.406250 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -493949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -493950.125000 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -493950.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -493950.093750 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -493950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -493950.093750 Penalty: 4021.727783
	Iteration 27F: 3 clusters Score -493950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Entering Unmasked Estep 
Score: -2667448.500000 Penalty: 2421.940918
	Iteration 0F: 2 clusters Score -2667448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2655033.750000 Penalty: 4843.881836
	Iteration 0F: 3 clusters Score -2655034 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2658969.750000 Penalty: 4843.881836
	Iteration 1F: 3 clusters Score -2658970 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2659295.500000 Penalty: 4843.881836
	Iteration 2F: 3 clusters Score -2659296 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2659578.500000 Penalty: 4843.881836
	Iteration 3Q: 3 clusters Score -2659578 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2659800.500000 Penalty: 4843.881836
	Iteration 4Q: 3 clusters Score -2659800 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2659983.000000 Penalty: 4843.881836
	Iteration 5Q: 3 clusters Score -2659983 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2660188.250000 Penalty: 4843.881836
	Iteration 6Q: 3 clusters Score -2660188 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2660387.250000 Penalty: 4843.881836
	Iteration 7Q: 3 clusters Score -2660387 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2660600.750000 Penalty: 4843.881836
	Iteration 8Q: 3 clusters Score -2660601 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2660824.500000 Penalty: 4843.881836
	Iteration 9Q: 3 clusters Score -2660824 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2661081.750000 Penalty: 4843.881836
	Iteration 10Q: 3 clusters Score -2661082 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2661377.750000 Penalty: 4843.881836
	Iteration 11Q: 3 clusters Score -2661378 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2661694.500000 Penalty: 4843.881836
	Iteration 12Q: 3 clusters Score -2661694 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2662053.750000 Penalty: 4843.881836
	Iteration 13Q: 3 clusters Score -2662054 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2662480.750000 Penalty: 4843.881836
	Iteration 14Q: 3 clusters Score -2662481 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2662938.750000 Penalty: 4843.881836
	Iteration 15Q: 3 clusters Score -2662939 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2663428.250000 Penalty: 4843.881836
	Iteration 16Q: 3 clusters Score -2663428 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2663968.500000 Penalty: 4843.881836
	Iteration 17Q: 3 clusters Score -2663968 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2664462.000000 Penalty: 4843.881836
	Iteration 18Q: 3 clusters Score -2664462 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2664855.250000 Penalty: 4843.881836
	Iteration 19Q: 3 clusters Score -2664855 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2665147.250000 Penalty: 4843.881836
	Iteration 20F: 3 clusters Score -2665147 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2665362.500000 Penalty: 4843.881836
	Iteration 21Q: 3 clusters Score -2665362 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2665515.250000 Penalty: 4843.881836
	Iteration 22Q: 3 clusters Score -2665515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2665603.750000 Penalty: 4843.881836
	Iteration 23Q: 3 clusters Score -2665604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2665669.500000 Penalty: 4843.881836
	Iteration 24Q: 3 clusters Score -2665670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2665717.500000 Penalty: 4843.881836
	Iteration 25Q: 3 clusters Score -2665718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2665758.500000 Penalty: 4843.881836
	Iteration 26Q: 3 clusters Score -2665758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2665792.500000 Penalty: 4843.881836
	Iteration 27Q: 3 clusters Score -2665792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2665811.000000 Penalty: 4843.881836
	Iteration 28Q: 3 clusters Score -2665811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2665831.250000 Penalty: 4843.881836
	Iteration 29Q: 3 clusters Score -2665831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2665842.500000 Penalty: 4843.881836
	Iteration 30Q: 3 clusters Score -2665842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2665853.750000 Penalty: 4843.881836
	Iteration 31Q: 3 clusters Score -2665854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2665847.750000 Penalty: 4843.881836
	Iteration 32Q: 3 clusters Score -2665848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2665852.750000 Penalty: 4843.881836
	Iteration 33Q: 3 clusters Score -2665853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2665857.250000 Penalty: 4843.881836
	Iteration 34Q: 3 clusters Score -2665857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2665856.250000 Penalty: 4843.881836
	Iteration 35Q: 3 clusters Score -2665856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2665858.250000 Penalty: 4843.881836
	Iteration 36Q: 3 clusters Score -2665858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2665859.750000 Penalty: 4843.881836
	Iteration 37Q: 3 clusters Score -2665860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2665859.750000 Penalty: 4843.881836
	Iteration 38F: 3 clusters Score -2665860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -802726.062500 Penalty: 2132.541260
	Iteration 0F: 2 clusters Score -802726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -797906.250000 Penalty: 4265.082520
	Iteration 0F: 3 clusters Score -797906.2 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -799104.187500 Penalty: 4265.082520
	Iteration 1F: 3 clusters Score -799104.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -799371.062500 Penalty: 4265.082520
	Iteration 2F: 3 clusters Score -799371.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -799539.250000 Penalty: 4265.082520
	Iteration 3F: 3 clusters Score -799539.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -799689.625000 Penalty: 4265.082520
	Iteration 4Q: 3 clusters Score -799689.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -799861.125000 Penalty: 4265.082520
	Iteration 5Q: 3 clusters Score -799861.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -800055.750000 Penalty: 4265.082520
	Iteration 6Q: 3 clusters Score -800055.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -800254.500000 Penalty: 4265.082520
	Iteration 7Q: 3 clusters Score -800254.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -800482.687500 Penalty: 4265.082520
	Iteration 8Q: 3 clusters Score -800482.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -800818.500000 Penalty: 4265.082520
	Iteration 9Q: 3 clusters Score -800818.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -801220.750000 Penalty: 4265.082520
	Iteration 10F: 3 clusters Score -801220.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -801552.500000 Penalty: 4265.082520
	Iteration 11Q: 3 clusters Score -801552.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -801740.500000 Penalty: 4265.082520
	Iteration 12Q: 3 clusters Score -801740.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -801833.375000 Penalty: 4265.082520
	Iteration 13Q: 3 clusters Score -801833.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -801879.250000 Penalty: 4265.082520
	Iteration 14Q: 3 clusters Score -801879.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -801899.500000 Penalty: 4265.082520
	Iteration 15Q: 3 clusters Score -801899.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -801912.125000 Penalty: 4265.082520
	Iteration 16Q: 3 clusters Score -801912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -801918.937500 Penalty: 4265.082520
	Iteration 17Q: 3 clusters Score -801918.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -801922.750000 Penalty: 4265.082520
	Iteration 18Q: 3 clusters Score -801922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -801926.312500 Penalty: 4265.082520
	Iteration 19Q: 3 clusters Score -801926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -801930.625000 Penalty: 4265.082520
	Iteration 20F: 3 clusters Score -801930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -801933.125000 Penalty: 4265.082520
	Iteration 21Q: 3 clusters Score -801933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -801936.812500 Penalty: 4265.082520
	Iteration 22Q: 3 clusters Score -801936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -801939.812500 Penalty: 4265.082520
	Iteration 23Q: 3 clusters Score -801939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -801943.312500 Penalty: 4265.082520
	Iteration 24Q: 3 clusters Score -801943.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -801946.750000 Penalty: 4265.082520
	Iteration 25Q: 3 clusters Score -801946.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -801954.125000 Penalty: 4265.082520
	Iteration 26Q: 3 clusters Score -801954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -801956.312500 Penalty: 4265.082520
	Iteration 27Q: 3 clusters Score -801956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -801958.312500 Penalty: 4265.082520
	Iteration 28Q: 3 clusters Score -801958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -801958.937500 Penalty: 4265.082520
	Iteration 29Q: 3 clusters Score -801958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -801962.187500 Penalty: 4265.082520
	Iteration 30Q: 3 clusters Score -801962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -801964.500000 Penalty: 4265.082520
	Iteration 31Q: 3 clusters Score -801964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -801967.687500 Penalty: 4265.082520
	Iteration 32Q: 3 clusters Score -801967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -801972.187500 Penalty: 4265.082520
	Iteration 33Q: 3 clusters Score -801972.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -801974.062500 Penalty: 4265.082520
	Iteration 34Q: 3 clusters Score -801974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -801977.500000 Penalty: 4265.082520
	Iteration 35Q: 3 clusters Score -801977.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -801978.500000 Penalty: 4265.082520
	Iteration 36Q: 3 clusters Score -801978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -801980.062500 Penalty: 4265.082520
	Iteration 37Q: 3 clusters Score -801980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -801985.562500 Penalty: 4265.082520
	Iteration 38Q: 3 clusters Score -801985.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -801993.187500 Penalty: 4265.082520
	Iteration 39Q: 3 clusters Score -801993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -801999.750000 Penalty: 4265.082520
	Iteration 40F: 3 clusters Score -801999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -802006.562500 Penalty: 4265.082520
	Iteration 41Q: 3 clusters Score -802006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -802009.062500 Penalty: 4265.082520
	Iteration 42Q: 3 clusters Score -802009.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -802012.125000 Penalty: 4265.082520
	Iteration 43Q: 3 clusters Score -802012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -802012.125000 Penalty: 4265.082520
	Iteration 44Q: 3 clusters Score -802012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -802012.500000 Penalty: 4265.082520
	Iteration 45Q: 3 clusters Score -802012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -802012.687500 Penalty: 4265.082520
	Iteration 46Q: 3 clusters Score -802012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -802014.187500 Penalty: 4265.082520
	Iteration 47Q: 3 clusters Score -802014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -802016.437500 Penalty: 4265.082520
	Iteration 48Q: 3 clusters Score -802016.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -802023.250000 Penalty: 4265.082520
	Iteration 49Q: 3 clusters Score -802023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -802024.062500 Penalty: 4265.082520
	Iteration 50Q: 3 clusters Score -802024.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -802028.125000 Penalty: 4265.082520
	Iteration 51Q: 3 clusters Score -802028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -802042.937500 Penalty: 4265.082520
	Iteration 52Q: 3 clusters Score -802042.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -802072.375000 Penalty: 4265.082520
	Iteration 53Q: 3 clusters Score -802072.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -802142.187500 Penalty: 4265.082520
	Iteration 54Q: 3 clusters Score -802142.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -802195.312500 Penalty: 4265.082520
	Iteration 55Q: 3 clusters Score -802195.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -802214.125000 Penalty: 4265.082520
	Iteration 56Q: 3 clusters Score -802214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -802225.437500 Penalty: 4265.082520
	Iteration 57Q: 3 clusters Score -802225.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -802230.687500 Penalty: 4265.082520
	Iteration 58Q: 3 clusters Score -802230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -802233.937500 Penalty: 4265.082520
	Iteration 59Q: 3 clusters Score -802233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -802233.312500 Penalty: 4265.082520
	Iteration 60F: 3 clusters Score -802233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -802233.687500 Penalty: 4265.082520
	Iteration 61Q: 3 clusters Score -802233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -802236.500000 Penalty: 4265.082520
	Iteration 62Q: 3 clusters Score -802236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -802237.187500 Penalty: 4265.082520
	Iteration 63Q: 3 clusters Score -802237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -802237.187500 Penalty: 4265.082520
	Iteration 64F: 3 clusters Score -802237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1881553.500000 Penalty: 2339.603027
	Iteration 0F: 2 clusters Score -1881554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1872273.125000 Penalty: 4679.206055
	Iteration 0F: 3 clusters Score -1872273 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1875078.375000 Penalty: 4679.206055
	Iteration 1F: 3 clusters Score -1875078 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1875466.500000 Penalty: 4679.206055
	Iteration 2F: 3 clusters Score -1875466 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1875897.875000 Penalty: 4679.206055
	Iteration 3F: 3 clusters Score -1875898 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1876385.375000 Penalty: 4679.206055
	Iteration 4F: 3 clusters Score -1876385 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1876894.125000 Penalty: 4679.206055
	Iteration 5F: 3 clusters Score -1876894 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1877388.125000 Penalty: 4679.206055
	Iteration 6F: 3 clusters Score -1877388 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1877867.125000 Penalty: 4679.206055
	Iteration 7F: 3 clusters Score -1877867 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1878313.250000 Penalty: 4679.206055
	Iteration 8Q: 3 clusters Score -1878313 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1878637.625000 Penalty: 4679.206055
	Iteration 9Q: 3 clusters Score -1878638 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1878866.375000 Penalty: 4679.206055
	Iteration 10Q: 3 clusters Score -1878866 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1879052.625000 Penalty: 4679.206055
	Iteration 11Q: 3 clusters Score -1879053 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1879187.500000 Penalty: 4679.206055
	Iteration 12Q: 3 clusters Score -1879188 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1879299.500000 Penalty: 4679.206055
	Iteration 13Q: 3 clusters Score -1879300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1879380.375000 Penalty: 4679.206055
	Iteration 14Q: 3 clusters Score -1879380 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1879447.125000 Penalty: 4679.206055
	Iteration 15Q: 3 clusters Score -1879447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1879503.625000 Penalty: 4679.206055
	Iteration 16Q: 3 clusters Score -1879504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1879543.125000 Penalty: 4679.206055
	Iteration 17Q: 3 clusters Score -1879543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1879577.250000 Penalty: 4679.206055
	Iteration 18Q: 3 clusters Score -1879577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1879599.625000 Penalty: 4679.206055
	Iteration 19Q: 3 clusters Score -1879600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1879625.875000 Penalty: 4679.206055
	Iteration 20F: 3 clusters Score -1879626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1879643.000000 Penalty: 4679.206055
	Iteration 21Q: 3 clusters Score -1879643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1879654.250000 Penalty: 4679.206055
	Iteration 22Q: 3 clusters Score -1879654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1879670.625000 Penalty: 4679.206055
	Iteration 23Q: 3 clusters Score -1879671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1879678.250000 Penalty: 4679.206055
	Iteration 24Q: 3 clusters Score -1879678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1879695.125000 Penalty: 4679.206055
	Iteration 25Q: 3 clusters Score -1879695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1879705.250000 Penalty: 4679.206055
	Iteration 26Q: 3 clusters Score -1879705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1879712.000000 Penalty: 4679.206055
	Iteration 27Q: 3 clusters Score -1879712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1879716.000000 Penalty: 4679.206055
	Iteration 28Q: 3 clusters Score -1879716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1879721.000000 Penalty: 4679.206055
	Iteration 29Q: 3 clusters Score -1879721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1879723.875000 Penalty: 4679.206055
	Iteration 30Q: 3 clusters Score -1879724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1879725.000000 Penalty: 4679.206055
	Iteration 31Q: 3 clusters Score -1879725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1879728.625000 Penalty: 4679.206055
	Iteration 32Q: 3 clusters Score -1879729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1879732.000000 Penalty: 4679.206055
	Iteration 33Q: 3 clusters Score -1879732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1879730.000000 Penalty: 4679.206055
	Iteration 34Q: 3 clusters Score -1879730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1879731.000000 Penalty: 4679.206055
	Iteration 35Q: 3 clusters Score -1879731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1879734.500000 Penalty: 4679.206055
	Iteration 36Q: 3 clusters Score -1879734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1879736.625000 Penalty: 4679.206055
	Iteration 37Q: 3 clusters Score -1879737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1879746.000000 Penalty: 4679.206055
	Iteration 38Q: 3 clusters Score -1879746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1879750.000000 Penalty: 4679.206055
	Iteration 39Q: 3 clusters Score -1879750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1879757.000000 Penalty: 4679.206055
	Iteration 40F: 3 clusters Score -1879757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1879765.750000 Penalty: 4679.206055
	Iteration 41Q: 3 clusters Score -1879766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1879771.625000 Penalty: 4679.206055
	Iteration 42Q: 3 clusters Score -1879772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1879775.375000 Penalty: 4679.206055
	Iteration 43Q: 3 clusters Score -1879775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1879781.750000 Penalty: 4679.206055
	Iteration 44Q: 3 clusters Score -1879782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1879788.875000 Penalty: 4679.206055
	Iteration 45Q: 3 clusters Score -1879789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1879794.375000 Penalty: 4679.206055
	Iteration 46Q: 3 clusters Score -1879794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1879789.875000 Penalty: 4679.206055
	Iteration 47Q: 3 clusters Score -1879790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1879792.000000 Penalty: 4679.206055
	Iteration 48Q: 3 clusters Score -1879792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1879794.375000 Penalty: 4679.206055
	Iteration 49Q: 3 clusters Score -1879794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1879794.500000 Penalty: 4679.206055
	Iteration 50Q: 3 clusters Score -1879794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1879793.125000 Penalty: 4679.206055
	Iteration 51Q: 3 clusters Score -1879793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1879797.125000 Penalty: 4679.206055
	Iteration 52Q: 3 clusters Score -1879797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1879797.125000 Penalty: 4679.206055
	Iteration 53F: 3 clusters Score -1879797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Entering Unmasked Estep 
Score: -4076931.250000 Penalty: 2529.552246
	Iteration 0F: 2 clusters Score -4076931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4058290.250000 Penalty: 5059.104492
	Iteration 0F: 3 clusters Score -4058290 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4064828.000000 Penalty: 5059.104492
	Iteration 1F: 3 clusters Score -4064828 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4065267.500000 Penalty: 5059.104492
	Iteration 2Q: 3 clusters Score -4065268 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -4065611.000000 Penalty: 5059.104492
	Iteration 3Q: 3 clusters Score -4065611 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4065912.500000 Penalty: 5059.104492
	Iteration 4Q: 3 clusters Score -4065912 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4066177.750000 Penalty: 5059.104492
	Iteration 5Q: 3 clusters Score -4066178 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4066401.750000 Penalty: 5059.104492
	Iteration 6Q: 3 clusters Score -4066402 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4066636.750000 Penalty: 5059.104492
	Iteration 7Q: 3 clusters Score -4066637 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4066827.250000 Penalty: 5059.104492
	Iteration 8Q: 3 clusters Score -4066827 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4067054.250000 Penalty: 5059.104492
	Iteration 9Q: 3 clusters Score -4067054 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4067312.750000 Penalty: 5059.104492
	Iteration 10Q: 3 clusters Score -4067313 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -4067631.750000 Penalty: 5059.104492
	Iteration 11Q: 3 clusters Score -4067632 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4067996.000000 Penalty: 5059.104492
	Iteration 12Q: 3 clusters Score -4067996 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4068482.500000 Penalty: 5059.104492
	Iteration 13Q: 3 clusters Score -4068482 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4069057.500000 Penalty: 5059.104492
	Iteration 14Q: 3 clusters Score -4069058 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4069749.000000 Penalty: 5059.104492
	Iteration 15Q: 3 clusters Score -4069749 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4070459.000000 Penalty: 5059.104492
	Iteration 16Q: 3 clusters Score -4070459 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4071087.750000 Penalty: 5059.104492
	Iteration 17Q: 3 clusters Score -4071088 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4071600.250000 Penalty: 5059.104492
	Iteration 18Q: 3 clusters Score -4071600 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4072022.750000 Penalty: 5059.104492
	Iteration 19Q: 3 clusters Score -4072023 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4072395.750000 Penalty: 5059.104492
	Iteration 20F: 3 clusters Score -4072396 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4072750.500000 Penalty: 5059.104492
	Iteration 21Q: 3 clusters Score -4072750 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4073042.750000 Penalty: 5059.104492
	Iteration 22Q: 3 clusters Score -4073043 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4073319.250000 Penalty: 5059.104492
	Iteration 23Q: 3 clusters Score -4073319 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4073581.000000 Penalty: 5059.104492
	Iteration 24Q: 3 clusters Score -4073581 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4073808.500000 Penalty: 5059.104492
	Iteration 25Q: 3 clusters Score -4073808 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4074012.000000 Penalty: 5059.104492
	Iteration 26Q: 3 clusters Score -4074012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4074202.000000 Penalty: 5059.104492
	Iteration 27Q: 3 clusters Score -4074202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4074350.750000 Penalty: 5059.104492
	Iteration 28Q: 3 clusters Score -4074351 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4074475.000000 Penalty: 5059.104492
	Iteration 29Q: 3 clusters Score -4074475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4074562.000000 Penalty: 5059.104492
	Iteration 30Q: 3 clusters Score -4074562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4074601.250000 Penalty: 5059.104492
	Iteration 31Q: 3 clusters Score -4074601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4074665.500000 Penalty: 5059.104492
	Iteration 32Q: 3 clusters Score -4074666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4074691.250000 Penalty: 5059.104492
	Iteration 33Q: 3 clusters Score -4074691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4074724.250000 Penalty: 5059.104492
	Iteration 34Q: 3 clusters Score -4074724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4074743.250000 Penalty: 5059.104492
	Iteration 35Q: 3 clusters Score -4074743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4074755.000000 Penalty: 5059.104492
	Iteration 36Q: 3 clusters Score -4074755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4074770.500000 Penalty: 5059.104492
	Iteration 37Q: 3 clusters Score -4074770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4074779.000000 Penalty: 5059.104492
	Iteration 38Q: 3 clusters Score -4074779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4074778.250000 Penalty: 5059.104492
	Iteration 39Q: 3 clusters Score -4074778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4074788.250000 Penalty: 5059.104492
	Iteration 40F: 3 clusters Score -4074788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4074796.250000 Penalty: 5059.104492
	Iteration 41Q: 3 clusters Score -4074796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4074813.000000 Penalty: 5059.104492
	Iteration 42Q: 3 clusters Score -4074813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4074824.500000 Penalty: 5059.104492
	Iteration 43Q: 3 clusters Score -4074824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4074829.000000 Penalty: 5059.104492
	Iteration 44Q: 3 clusters Score -4074829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4074836.250000 Penalty: 5059.104492
	Iteration 45Q: 3 clusters Score -4074836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4074838.000000 Penalty: 5059.104492
	Iteration 46Q: 3 clusters Score -4074838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4074845.000000 Penalty: 5059.104492
	Iteration 47Q: 3 clusters Score -4074845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4074850.000000 Penalty: 5059.104492
	Iteration 48Q: 3 clusters Score -4074850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4074849.000000 Penalty: 5059.104492
	Iteration 49Q: 3 clusters Score -4074849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4074849.000000 Penalty: 5059.104492
	Iteration 50Q: 3 clusters Score -4074849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4074849.000000 Penalty: 5059.104492
	Iteration 51F: 3 clusters Score -4074849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Entering Unmasked Estep 
Score: -3218266.500000 Penalty: 2482.158447
	Iteration 0F: 2 clusters Score -3218266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3202724.000000 Penalty: 4964.316895
	Iteration 0F: 3 clusters Score -3202724 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -3208046.500000 Penalty: 4964.316895
	Iteration 1F: 3 clusters Score -3208046 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3208715.500000 Penalty: 4964.316895
	Iteration 2F: 3 clusters Score -3208716 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3209456.250000 Penalty: 4964.316895
	Iteration 3F: 3 clusters Score -3209456 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3210374.750000 Penalty: 4964.316895
	Iteration 4F: 3 clusters Score -3210375 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3211377.500000 Penalty: 4964.316895
	Iteration 5F: 3 clusters Score -3211378 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3212231.750000 Penalty: 4964.316895
	Iteration 6F: 3 clusters Score -3212232 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3212877.250000 Penalty: 4964.316895
	Iteration 7F: 3 clusters Score -3212877 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3213428.500000 Penalty: 4964.316895
	Iteration 8Q: 3 clusters Score -3213428 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3213806.750000 Penalty: 4964.316895
	Iteration 9Q: 3 clusters Score -3213807 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -3214069.250000 Penalty: 4964.316895
	Iteration 10Q: 3 clusters Score -3214069 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3214258.250000 Penalty: 4964.316895
	Iteration 11Q: 3 clusters Score -3214258 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3214392.000000 Penalty: 4964.316895
	Iteration 12Q: 3 clusters Score -3214392 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3214498.250000 Penalty: 4964.316895
	Iteration 13Q: 3 clusters Score -3214498 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3214582.500000 Penalty: 4964.316895
	Iteration 14Q: 3 clusters Score -3214582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3214637.000000 Penalty: 4964.316895
	Iteration 15Q: 3 clusters Score -3214637 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3214707.000000 Penalty: 4964.316895
	Iteration 16Q: 3 clusters Score -3214707 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3214744.750000 Penalty: 4964.316895
	Iteration 17Q: 3 clusters Score -3214745 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3214770.750000 Penalty: 4964.316895
	Iteration 18Q: 3 clusters Score -3214771 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3214810.250000 Penalty: 4964.316895
	Iteration 19Q: 3 clusters Score -3214810 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3214832.250000 Penalty: 4964.316895
	Iteration 20F: 3 clusters Score -3214832 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3214862.500000 Penalty: 4964.316895
	Iteration 21Q: 3 clusters Score -3214862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3214876.750000 Penalty: 4964.316895
	Iteration 22Q: 3 clusters Score -3214877 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3214896.000000 Penalty: 4964.316895
	Iteration 23Q: 3 clusters Score -3214896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3214925.500000 Penalty: 4964.316895
	Iteration 24Q: 3 clusters Score -3214926 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3214933 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3214948 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3214970 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3214967 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3214969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3214986 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3215006 nChanged 90
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3215006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3215025 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3215025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3215040 nChanged 70
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Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3215056 nChanged 75
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Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3215061 nChanged 84
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Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3215068 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3215070 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3215080 nChanged 55
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Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3215085 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3215086 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3215106 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3215119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3215125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3215124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3215137 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3215142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3215148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3215150 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3215148 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3215158 nChanged 39
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Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3215160 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3215165 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3215174 nChanged 45
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Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3215162 nChanged 44
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3215169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3215190.250000 Penalty: 4964.316895
	Iteration 59Q: 3 clusters Score -3215190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3215201.750000 Penalty: 4964.316895
	Iteration 60F: 3 clusters Score -3215202 nChanged 70
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3215210 nChanged 83
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Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3215215 nChanged 102
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Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3215228 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3215247 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3215266 nChanged 110
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Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3215282 nChanged 123
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Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3215313 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3215327 nChanged 114
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Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8937 members 
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	Iteration 69Q: 3 clusters Score -3215351 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3215378 nChanged 137
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3215406 nChanged 146
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Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3215412 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3215450 nChanged 147
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Mstep: Class 1 contains 13911 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3215472 nChanged 156
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Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8182 members 
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	Iteration 75Q: 3 clusters Score -3215506 nChanged 157
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Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3215538 nChanged 146
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Mstep: Class 2 contains 7939 members 
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Mstep: Class 1 contains 14424 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7634 members 
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	Iteration 79Q: 3 clusters Score -3215636 nChanged 196
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Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3215687 nChanged 178
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Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 7294 members 
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	Iteration 81Q: 3 clusters Score -3215724 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3215757 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3215770 nChanged 139
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Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3215800 nChanged 137
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Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3215838 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 6637 members 
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	Iteration 86Q: 3 clusters Score -3215858 nChanged 122
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Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3215890 nChanged 97
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Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3215900 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3215921.000000 Penalty: 4964.316895
	Iteration 89Q: 3 clusters Score -3215921 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3215945 nChanged 97
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Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3215954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3215965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3215983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3216004.000000 Penalty: 4964.316895
	Iteration 94Q: 3 clusters Score -3216004 nChanged 91
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Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3216010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3216025.750000 Penalty: 4964.316895
	Iteration 96Q: 3 clusters Score -3216026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3216048.750000 Penalty: 4964.316895
	Iteration 97Q: 3 clusters Score -3216049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3216072.500000 Penalty: 4964.316895
	Iteration 98Q: 3 clusters Score -3216072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3216073 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3216078.500000 Penalty: 4964.316895
	Iteration 100F: 3 clusters Score -3216078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3216109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3216122.250000 Penalty: 4964.316895
	Iteration 102Q: 3 clusters Score -3216122 nChanged 84
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Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3216125.750000 Penalty: 4964.316895
	Iteration 103Q: 3 clusters Score -3216126 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3216137.000000 Penalty: 4964.316895
	Iteration 104Q: 3 clusters Score -3216137 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3216155.250000 Penalty: 4964.316895
	Iteration 105Q: 3 clusters Score -3216155 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3216170.750000 Penalty: 4964.316895
	Iteration 106Q: 3 clusters Score -3216171 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3216186 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3216201.250000 Penalty: 4964.316895
	Iteration 108Q: 3 clusters Score -3216201 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3216218.000000 Penalty: 4964.316895
	Iteration 109Q: 3 clusters Score -3216218 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3216226.750000 Penalty: 4964.316895
	Iteration 110Q: 3 clusters Score -3216227 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3216232.000000 Penalty: 4964.316895
	Iteration 111Q: 3 clusters Score -3216232 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3216248 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3216268.750000 Penalty: 4964.316895
	Iteration 113Q: 3 clusters Score -3216269 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3216289.000000 Penalty: 4964.316895
	Iteration 114Q: 3 clusters Score -3216289 nChanged 67
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Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3216296.000000 Penalty: 4964.316895
	Iteration 115Q: 3 clusters Score -3216296 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3216308.750000 Penalty: 4964.316895
	Iteration 116Q: 3 clusters Score -3216309 nChanged 71
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Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3216329.750000 Penalty: 4964.316895
	Iteration 117Q: 3 clusters Score -3216330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3216332.250000 Penalty: 4964.316895
	Iteration 118Q: 3 clusters Score -3216332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3216334.250000 Penalty: 4964.316895
	Iteration 119Q: 3 clusters Score -3216334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3216360.000000 Penalty: 4964.316895
	Iteration 120F: 3 clusters Score -3216360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3216372.000000 Penalty: 4964.316895
	Iteration 121Q: 3 clusters Score -3216372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3216374.500000 Penalty: 4964.316895
	Iteration 122Q: 3 clusters Score -3216374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3216391.000000 Penalty: 4964.316895
	Iteration 123Q: 3 clusters Score -3216391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3216410.750000 Penalty: 4964.316895
	Iteration 124Q: 3 clusters Score -3216411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3216430.000000 Penalty: 4964.316895
	Iteration 125Q: 3 clusters Score -3216430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3216445.000000 Penalty: 4964.316895
	Iteration 126Q: 3 clusters Score -3216445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3216457.750000 Penalty: 4964.316895
	Iteration 127Q: 3 clusters Score -3216458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3216460.750000 Penalty: 4964.316895
	Iteration 128Q: 3 clusters Score -3216461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3216473.500000 Penalty: 4964.316895
	Iteration 129Q: 3 clusters Score -3216474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3216498.750000 Penalty: 4964.316895
	Iteration 130Q: 3 clusters Score -3216499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3216500.250000 Penalty: 4964.316895
	Iteration 131Q: 3 clusters Score -3216500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3216511.750000 Penalty: 4964.316895
	Iteration 132Q: 3 clusters Score -3216512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3216524.500000 Penalty: 4964.316895
	Iteration 133Q: 3 clusters Score -3216524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3216544.500000 Penalty: 4964.316895
	Iteration 134Q: 3 clusters Score -3216544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3216551.250000 Penalty: 4964.316895
	Iteration 135Q: 3 clusters Score -3216551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3216557.250000 Penalty: 4964.316895
	Iteration 136Q: 3 clusters Score -3216557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3216560.750000 Penalty: 4964.316895
	Iteration 137Q: 3 clusters Score -3216561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3216564.000000 Penalty: 4964.316895
	Iteration 138Q: 3 clusters Score -3216564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3216567.250000 Penalty: 4964.316895
	Iteration 139Q: 3 clusters Score -3216567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3216568.750000 Penalty: 4964.316895
	Iteration 140F: 3 clusters Score -3216569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3216577.000000 Penalty: 4964.316895
	Iteration 141Q: 3 clusters Score -3216577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3216585.750000 Penalty: 4964.316895
	Iteration 142Q: 3 clusters Score -3216586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3216600.250000 Penalty: 4964.316895
	Iteration 143Q: 3 clusters Score -3216600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3216613.000000 Penalty: 4964.316895
	Iteration 144Q: 3 clusters Score -3216613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3216626.250000 Penalty: 4964.316895
	Iteration 145Q: 3 clusters Score -3216626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3216619.500000 Penalty: 4964.316895
	Iteration 146Q: 3 clusters Score -3216620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3216626.250000 Penalty: 4964.316895
	Iteration 147Q: 3 clusters Score -3216626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3216627.750000 Penalty: 4964.316895
	Iteration 148Q: 3 clusters Score -3216628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3216634.500000 Penalty: 4964.316895
	Iteration 149Q: 3 clusters Score -3216634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3216635.250000 Penalty: 4964.316895
	Iteration 150Q: 3 clusters Score -3216635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3216641.500000 Penalty: 4964.316895
	Iteration 151Q: 3 clusters Score -3216642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3216644.250000 Penalty: 4964.316895
	Iteration 152Q: 3 clusters Score -3216644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3216649.000000 Penalty: 4964.316895
	Iteration 153Q: 3 clusters Score -3216649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3216660.500000 Penalty: 4964.316895
	Iteration 154Q: 3 clusters Score -3216660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3216653.500000 Penalty: 4964.316895
	Iteration 155Q: 3 clusters Score -3216654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3216660.750000 Penalty: 4964.316895
	Iteration 156Q: 3 clusters Score -3216661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3216656.250000 Penalty: 4964.316895
	Iteration 157Q: 3 clusters Score -3216656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3216656.250000 Penalty: 4964.316895
	Iteration 158Q: 3 clusters Score -3216656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3216657.000000 Penalty: 4964.316895
	Iteration 159Q: 3 clusters Score -3216657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3216650.750000 Penalty: 4964.316895
	Iteration 160F: 3 clusters Score -3216651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3216663.250000 Penalty: 4964.316895
	Iteration 161Q: 3 clusters Score -3216663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3216663.000000 Penalty: 4964.316895
	Iteration 162Q: 3 clusters Score -3216663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3216662.000000 Penalty: 4964.316895
	Iteration 163Q: 3 clusters Score -3216662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3216663.750000 Penalty: 4964.316895
	Iteration 164Q: 3 clusters Score -3216664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3216670.250000 Penalty: 4964.316895
	Iteration 165Q: 3 clusters Score -3216670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3216671.750000 Penalty: 4964.316895
	Iteration 166Q: 3 clusters Score -3216672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3216672.000000 Penalty: 4964.316895
	Iteration 167Q: 3 clusters Score -3216672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3216672.750000 Penalty: 4964.316895
	Iteration 168Q: 3 clusters Score -3216673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3216674.750000 Penalty: 4964.316895
	Iteration 169Q: 3 clusters Score -3216675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3216687.750000 Penalty: 4964.316895
	Iteration 170Q: 3 clusters Score -3216688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3216690.500000 Penalty: 4964.316895
	Iteration 171Q: 3 clusters Score -3216690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3216695.750000 Penalty: 4964.316895
	Iteration 172Q: 3 clusters Score -3216696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3216698.000000 Penalty: 4964.316895
	Iteration 173Q: 3 clusters Score -3216698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3216704.000000 Penalty: 4964.316895
	Iteration 174Q: 3 clusters Score -3216704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3216711.500000 Penalty: 4964.316895
	Iteration 175Q: 3 clusters Score -3216712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3216717.250000 Penalty: 4964.316895
	Iteration 176Q: 3 clusters Score -3216717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3216723.500000 Penalty: 4964.316895
	Iteration 177Q: 3 clusters Score -3216724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3216722.500000 Penalty: 4964.316895
	Iteration 178Q: 3 clusters Score -3216722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3216720.000000 Penalty: 4964.316895
	Iteration 179Q: 3 clusters Score -3216720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3216720.750000 Penalty: 4964.316895
	Iteration 180F: 3 clusters Score -3216721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3216722.500000 Penalty: 4964.316895
	Iteration 181Q: 3 clusters Score -3216722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3216730.500000 Penalty: 4964.316895
	Iteration 182Q: 3 clusters Score -3216730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3216730.750000 Penalty: 4964.316895
	Iteration 183Q: 3 clusters Score -3216731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3216728.750000 Penalty: 4964.316895
	Iteration 184Q: 3 clusters Score -3216729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3216726.000000 Penalty: 4964.316895
	Iteration 185Q: 3 clusters Score -3216726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3216726.500000 Penalty: 4964.316895
	Iteration 186Q: 3 clusters Score -3216726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3216726.500000 Penalty: 4964.316895
	Iteration 187F: 3 clusters Score -3216726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21008.197266 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21137.621094 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21137.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21164.023438 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21164.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21165.695312 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21167.294922 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -21167.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21167.294922 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -21167.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Entering Unmasked Estep 
Score: -2272326.750000 Penalty: 2404.188477
	Iteration 0F: 2 clusters Score -2272327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2260742.000000 Penalty: 4808.376953
	Iteration 0F: 3 clusters Score -2260742 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2265074.500000 Penalty: 4808.376953
	Iteration 1F: 3 clusters Score -2265074 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2266029.250000 Penalty: 4808.376953
	Iteration 2F: 3 clusters Score -2266029 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2267057.000000 Penalty: 4808.376953
	Iteration 3F: 3 clusters Score -2267057 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2268011.000000 Penalty: 4808.376953
	Iteration 4F: 3 clusters Score -2268011 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2268802.750000 Penalty: 4808.376953
	Iteration 5F: 3 clusters Score -2268803 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2269394.250000 Penalty: 4808.376953
	Iteration 6F: 3 clusters Score -2269394 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2269773.250000 Penalty: 4808.376953
	Iteration 7Q: 3 clusters Score -2269773 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2270003.750000 Penalty: 4808.376953
	Iteration 8Q: 3 clusters Score -2270004 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2270139.000000 Penalty: 4808.376953
	Iteration 9Q: 3 clusters Score -2270139 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2270200.500000 Penalty: 4808.376953
	Iteration 10Q: 3 clusters Score -2270200 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2270226.500000 Penalty: 4808.376953
	Iteration 11Q: 3 clusters Score -2270226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2270250.250000 Penalty: 4808.376953
	Iteration 12Q: 3 clusters Score -2270250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2270275.500000 Penalty: 4808.376953
	Iteration 13Q: 3 clusters Score -2270276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2270287.250000 Penalty: 4808.376953
	Iteration 14Q: 3 clusters Score -2270287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2270303.500000 Penalty: 4808.376953
	Iteration 15Q: 3 clusters Score -2270304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2270310.000000 Penalty: 4808.376953
	Iteration 16Q: 3 clusters Score -2270310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2270312.500000 Penalty: 4808.376953
	Iteration 17Q: 3 clusters Score -2270312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2270318.250000 Penalty: 4808.376953
	Iteration 18Q: 3 clusters Score -2270318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2270326.250000 Penalty: 4808.376953
	Iteration 19Q: 3 clusters Score -2270326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2270333.000000 Penalty: 4808.376953
	Iteration 20F: 3 clusters Score -2270333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2270335.500000 Penalty: 4808.376953
	Iteration 21Q: 3 clusters Score -2270336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2270335.250000 Penalty: 4808.376953
	Iteration 22Q: 3 clusters Score -2270335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2270337.000000 Penalty: 4808.376953
	Iteration 23Q: 3 clusters Score -2270337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2270342.000000 Penalty: 4808.376953
	Iteration 24Q: 3 clusters Score -2270342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2270340.250000 Penalty: 4808.376953
	Iteration 25Q: 3 clusters Score -2270340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2270340.750000 Penalty: 4808.376953
	Iteration 26Q: 3 clusters Score -2270341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2270342.250000 Penalty: 4808.376953
	Iteration 27Q: 3 clusters Score -2270342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2270345.000000 Penalty: 4808.376953
	Iteration 28Q: 3 clusters Score -2270345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2270341.750000 Penalty: 4808.376953
	Iteration 29Q: 3 clusters Score -2270342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2270343.250000 Penalty: 4808.376953
	Iteration 30Q: 3 clusters Score -2270343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2270341.250000 Penalty: 4808.376953
	Iteration 31Q: 3 clusters Score -2270341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2270342.750000 Penalty: 4808.376953
	Iteration 32Q: 3 clusters Score -2270343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2270343.000000 Penalty: 4808.376953
	Iteration 33Q: 3 clusters Score -2270343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2270339.500000 Penalty: 4808.376953
	Iteration 34Q: 3 clusters Score -2270340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2270337.750000 Penalty: 4808.376953
	Iteration 35Q: 3 clusters Score -2270338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2270340.500000 Penalty: 4808.376953
	Iteration 36Q: 3 clusters Score -2270340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2270340.500000 Penalty: 4808.376953
	Iteration 37F: 3 clusters Score -2270340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Entering Unmasked Estep 
Score: -2347354.500000 Penalty: 2391.455566
	Iteration 0F: 2 clusters Score -2347354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2336268.250000 Penalty: 4782.911133
	Iteration 0F: 3 clusters Score -2336268 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2339849.250000 Penalty: 4782.911133
	Iteration 1F: 3 clusters Score -2339849 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2340300.750000 Penalty: 4782.911133
	Iteration 2F: 3 clusters Score -2340301 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2340752.500000 Penalty: 4782.911133
	Iteration 3F: 3 clusters Score -2340752 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2341220.500000 Penalty: 4782.911133
	Iteration 4F: 3 clusters Score -2341220 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2341698.000000 Penalty: 4782.911133
	Iteration 5F: 3 clusters Score -2341698 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2342265.750000 Penalty: 4782.911133
	Iteration 6F: 3 clusters Score -2342266 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2342900.250000 Penalty: 4782.911133
	Iteration 7F: 3 clusters Score -2342900 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2343485.750000 Penalty: 4782.911133
	Iteration 8F: 3 clusters Score -2343486 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2343999.500000 Penalty: 4782.911133
	Iteration 9Q: 3 clusters Score -2344000 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2344369.750000 Penalty: 4782.911133
	Iteration 10Q: 3 clusters Score -2344370 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2344641.750000 Penalty: 4782.911133
	Iteration 11Q: 3 clusters Score -2344642 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2344836.750000 Penalty: 4782.911133
	Iteration 12Q: 3 clusters Score -2344837 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2344955.000000 Penalty: 4782.911133
	Iteration 13Q: 3 clusters Score -2344955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2345042.750000 Penalty: 4782.911133
	Iteration 14Q: 3 clusters Score -2345043 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2345113.500000 Penalty: 4782.911133
	Iteration 15Q: 3 clusters Score -2345114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2345176.750000 Penalty: 4782.911133
	Iteration 16Q: 3 clusters Score -2345177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2345214.250000 Penalty: 4782.911133
	Iteration 17Q: 3 clusters Score -2345214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2345258.750000 Penalty: 4782.911133
	Iteration 18Q: 3 clusters Score -2345259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2345291.000000 Penalty: 4782.911133
	Iteration 19Q: 3 clusters Score -2345291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2345309.500000 Penalty: 4782.911133
	Iteration 20F: 3 clusters Score -2345310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2345328.250000 Penalty: 4782.911133
	Iteration 21Q: 3 clusters Score -2345328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2345347.500000 Penalty: 4782.911133
	Iteration 22Q: 3 clusters Score -2345348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2345359.250000 Penalty: 4782.911133
	Iteration 23Q: 3 clusters Score -2345359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2345374.750000 Penalty: 4782.911133
	Iteration 24Q: 3 clusters Score -2345375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2345381.250000 Penalty: 4782.911133
	Iteration 25Q: 3 clusters Score -2345381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2345386.500000 Penalty: 4782.911133
	Iteration 26Q: 3 clusters Score -2345386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2345393.500000 Penalty: 4782.911133
	Iteration 27Q: 3 clusters Score -2345394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2345392.250000 Penalty: 4782.911133
	Iteration 28Q: 3 clusters Score -2345392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2345401.500000 Penalty: 4782.911133
	Iteration 29Q: 3 clusters Score -2345402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2345403.500000 Penalty: 4782.911133
	Iteration 30Q: 3 clusters Score -2345404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2345407.250000 Penalty: 4782.911133
	Iteration 31Q: 3 clusters Score -2345407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2345411.000000 Penalty: 4782.911133
	Iteration 32Q: 3 clusters Score -2345411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2345413.750000 Penalty: 4782.911133
	Iteration 33Q: 3 clusters Score -2345414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2345414.250000 Penalty: 4782.911133
	Iteration 34Q: 3 clusters Score -2345414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2345411.000000 Penalty: 4782.911133
	Iteration 35Q: 3 clusters Score -2345411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2345414.250000 Penalty: 4782.911133
	Iteration 36Q: 3 clusters Score -2345414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2345412.500000 Penalty: 4782.911133
	Iteration 37Q: 3 clusters Score -2345412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2345414.750000 Penalty: 4782.911133
	Iteration 38Q: 3 clusters Score -2345415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2345415.750000 Penalty: 4782.911133
	Iteration 39Q: 3 clusters Score -2345416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2345418.000000 Penalty: 4782.911133
	Iteration 40F: 3 clusters Score -2345418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2345421.250000 Penalty: 4782.911133
	Iteration 41Q: 3 clusters Score -2345421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2345422.250000 Penalty: 4782.911133
	Iteration 42Q: 3 clusters Score -2345422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2345421.750000 Penalty: 4782.911133
	Iteration 43Q: 3 clusters Score -2345422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2345421.500000 Penalty: 4782.911133
	Iteration 44Q: 3 clusters Score -2345422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2345419.750000 Penalty: 4782.911133
	Iteration 45Q: 3 clusters Score -2345420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2345419.750000 Penalty: 4782.911133
	Iteration 46F: 3 clusters Score -2345420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -355267.468750 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -355267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -352329.625000 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -352329.6 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -352983.656250 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -352983.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -353243.875000 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -353243.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -353418.875000 Penalty: 3886.447266
	Iteration 3F: 3 clusters Score -353418.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -353534.656250 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -353534.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -353636.437500 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -353636.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -353726.343750 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -353726.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -353815.437500 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -353815.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -353924.218750 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -353924.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -354039.937500 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -354039.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -354147.343750 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -354147.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -354256.062500 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -354256.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -354351.000000 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -354351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -354416.750000 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -354416.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -354462.812500 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -354462.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -354506.687500 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -354506.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -354538.812500 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -354538.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -354555.593750 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -354555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -354570.062500 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -354570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -354583.937500 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -354583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -354606.343750 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -354606.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -354615.031250 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -354615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -354621.406250 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -354621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -354624.125000 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -354624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -354629.500000 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -354629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -354630.593750 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -354630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -354630.593750 Penalty: 3886.447266
	Iteration 26F: 3 clusters Score -354630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Entering Unmasked Estep 
Score: -5644747.500000 Penalty: 2610.447510
	Iteration 0F: 2 clusters Score -5644748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -5619397.500000 Penalty: 5220.895020
	Iteration 0F: 3 clusters Score -5619398 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -5628813.000000 Penalty: 5220.895020
	Iteration 1F: 3 clusters Score -5628813 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5629471.000000 Penalty: 5220.895020
	Iteration 2Q: 3 clusters Score -5629471 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -5630192.000000 Penalty: 5220.895020
	Iteration 3Q: 3 clusters Score -5630192 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5631073.000000 Penalty: 5220.895020
	Iteration 4F: 3 clusters Score -5631073 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5632163.500000 Penalty: 5220.895020
	Iteration 5F: 3 clusters Score -5632164 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5633607.000000 Penalty: 5220.895020
	Iteration 6F: 3 clusters Score -5633607 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -5635318.000000 Penalty: 5220.895020
	Iteration 7F: 3 clusters Score -5635318 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5637316.500000 Penalty: 5220.895020
	Iteration 8F: 3 clusters Score -5637316 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5639008.000000 Penalty: 5220.895020
	Iteration 9F: 3 clusters Score -5639008 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5640463.500000 Penalty: 5220.895020
	Iteration 10Q: 3 clusters Score -5640464 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5641458.500000 Penalty: 5220.895020
	Iteration 11Q: 3 clusters Score -5641458 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5641944.000000 Penalty: 5220.895020
	Iteration 12Q: 3 clusters Score -5641944 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5642150.000000 Penalty: 5220.895020
	Iteration 13Q: 3 clusters Score -5642150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5642275.000000 Penalty: 5220.895020
	Iteration 14Q: 3 clusters Score -5642275 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5642383.000000 Penalty: 5220.895020
	Iteration 15Q: 3 clusters Score -5642383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5642445.000000 Penalty: 5220.895020
	Iteration 16Q: 3 clusters Score -5642445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5642485.000000 Penalty: 5220.895020
	Iteration 17Q: 3 clusters Score -5642485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5642517.000000 Penalty: 5220.895020
	Iteration 18Q: 3 clusters Score -5642517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5642536.500000 Penalty: 5220.895020
	Iteration 19Q: 3 clusters Score -5642536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5642544.000000 Penalty: 5220.895020
	Iteration 20F: 3 clusters Score -5642544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5642545.500000 Penalty: 5220.895020
	Iteration 21Q: 3 clusters Score -5642546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5642552.500000 Penalty: 5220.895020
	Iteration 22Q: 3 clusters Score -5642552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5642562.000000 Penalty: 5220.895020
	Iteration 23Q: 3 clusters Score -5642562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5642567.000000 Penalty: 5220.895020
	Iteration 24Q: 3 clusters Score -5642567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5642569.000000 Penalty: 5220.895020
	Iteration 25Q: 3 clusters Score -5642569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5642569.500000 Penalty: 5220.895020
	Iteration 26Q: 3 clusters Score -5642570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5642569.500000 Penalty: 5220.895020
	Iteration 27F: 3 clusters Score -5642570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15496.574219 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15496.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15529.668945 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15529.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15534.169922 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15534.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15534.169922 Penalty: 2443.917969
	Iteration 3F: 3 clusters Score -15534.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -91198.843750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -91198.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89519.695312 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -89519.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89789.320312 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -89789.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89911.500000 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -89911.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89971.250000 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -89971.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90017.585938 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -90017.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90055.664062 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -90055.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90125.468750 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -90125.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90203.109375 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -90203.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90245.742188 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -90245.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90297.257812 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -90297.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90336.320312 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -90336.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90363.320312 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -90363.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90384.593750 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -90384.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90390.078125 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -90390.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90398.492188 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -90398.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90404.687500 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -90404.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90412.687500 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -90412.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90423.390625 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -90423.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90433.984375 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -90433.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90441.882812 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -90441.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90447.671875 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -90447.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90450.109375 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -90450.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90453.648438 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -90453.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90457.640625 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -90457.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90461.031250 Penalty: 3237.867188
	Iteration 24Q: 3 clusters Score -90461.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90465.367188 Penalty: 3237.867188
	Iteration 25Q: 3 clusters Score -90465.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90469.054688 Penalty: 3237.867188
	Iteration 26Q: 3 clusters Score -90469.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90471.421875 Penalty: 3237.867188
	Iteration 27Q: 3 clusters Score -90471.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90482.906250 Penalty: 3237.867188
	Iteration 28Q: 3 clusters Score -90482.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90487.359375 Penalty: 3237.867188
	Iteration 29Q: 3 clusters Score -90487.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90491.195312 Penalty: 3237.867188
	Iteration 30Q: 3 clusters Score -90491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90499.679688 Penalty: 3237.867188
	Iteration 31Q: 3 clusters Score -90499.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90500.437500 Penalty: 3237.867188
	Iteration 32Q: 3 clusters Score -90500.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90500.437500 Penalty: 3237.867188
	Iteration 33F: 3 clusters Score -90500.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -427340.656250 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -427340.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -424150.343750 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -424150.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -424780.593750 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -424780.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -424969.781250 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -424969.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -425074.406250 Penalty: 3948.666504
	Iteration 3Q: 3 clusters Score -425074.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -425153.281250 Penalty: 3948.666504
	Iteration 4Q: 3 clusters Score -425153.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -425217.312500 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -425217.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -425256.687500 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -425256.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -425287.593750 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -425287.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -425318.875000 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -425318.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -425341.437500 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -425341.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -425355.031250 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -425355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -425363.531250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -425363.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -425369.968750 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -425370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -425376.875000 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -425376.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -425381.781250 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -425381.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425388.156250 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -425388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425395.000000 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -425395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -425397.781250 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -425397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -425400.218750 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -425400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -425402.562500 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -425402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -425403.812500 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -425403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -425403.968750 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -425404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -425403.968750 Penalty: 3948.666504
	Iteration 22F: 3 clusters Score -425404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -721415.812500 Penalty: 2104.146973
	Iteration 0F: 2 clusters Score -721415.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -716962.687500 Penalty: 4208.293945
	Iteration 0F: 3 clusters Score -716962.7 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -718003.562500 Penalty: 4208.293945
	Iteration 1F: 3 clusters Score -718003.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -718194.625000 Penalty: 4208.293945
	Iteration 2F: 3 clusters Score -718194.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -718344.125000 Penalty: 4208.293945
	Iteration 3F: 3 clusters Score -718344.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -718468.562500 Penalty: 4208.293945
	Iteration 4Q: 3 clusters Score -718468.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -718573.937500 Penalty: 4208.293945
	Iteration 5Q: 3 clusters Score -718573.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -718689.250000 Penalty: 4208.293945
	Iteration 6Q: 3 clusters Score -718689.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -718810.812500 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -718810.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -718902.750000 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -718902.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -718980.187500 Penalty: 4208.293945
	Iteration 9Q: 3 clusters Score -718980.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -719030.312500 Penalty: 4208.293945
	Iteration 10Q: 3 clusters Score -719030.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -719073.000000 Penalty: 4208.293945
	Iteration 11Q: 3 clusters Score -719073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -719108.437500 Penalty: 4208.293945
	Iteration 12Q: 3 clusters Score -719108.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -719144.062500 Penalty: 4208.293945
	Iteration 13Q: 3 clusters Score -719144.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -719182.000000 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -719182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -719217.375000 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -719217.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -719252.875000 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -719252.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -719286.687500 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -719286.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -719308.937500 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -719308.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -719322.875000 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -719322.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -719336.437500 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -719336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -719349.250000 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -719349.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -719363.437500 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -719363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -719379.062500 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -719379.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -719402.187500 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -719402.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -719413.687500 Penalty: 4208.293945
	Iteration 25Q: 3 clusters Score -719413.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -719428.312500 Penalty: 4208.293945
	Iteration 26Q: 3 clusters Score -719428.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -719440.062500 Penalty: 4208.293945
	Iteration 27Q: 3 clusters Score -719440.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -719452.687500 Penalty: 4208.293945
	Iteration 28Q: 3 clusters Score -719452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -719461.437500 Penalty: 4208.293945
	Iteration 29Q: 3 clusters Score -719461.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -719470.062500 Penalty: 4208.293945
	Iteration 30Q: 3 clusters Score -719470.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -719479.687500 Penalty: 4208.293945
	Iteration 31Q: 3 clusters Score -719479.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -719487.562500 Penalty: 4208.293945
	Iteration 32Q: 3 clusters Score -719487.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -719490.250000 Penalty: 4208.293945
	Iteration 33Q: 3 clusters Score -719490.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -719496.312500 Penalty: 4208.293945
	Iteration 34Q: 3 clusters Score -719496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -719499.187500 Penalty: 4208.293945
	Iteration 35Q: 3 clusters Score -719499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -719505.750000 Penalty: 4208.293945
	Iteration 36Q: 3 clusters Score -719505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719508.312500 Penalty: 4208.293945
	Iteration 37Q: 3 clusters Score -719508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -719511.437500 Penalty: 4208.293945
	Iteration 38Q: 3 clusters Score -719511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -719516.562500 Penalty: 4208.293945
	Iteration 39Q: 3 clusters Score -719516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -719521.250000 Penalty: 4208.293945
	Iteration 40F: 3 clusters Score -719521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -719525.625000 Penalty: 4208.293945
	Iteration 41Q: 3 clusters Score -719525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -719526.625000 Penalty: 4208.293945
	Iteration 42Q: 3 clusters Score -719526.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -719532.375000 Penalty: 4208.293945
	Iteration 43Q: 3 clusters Score -719532.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -719536.062500 Penalty: 4208.293945
	Iteration 44Q: 3 clusters Score -719536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -719539.062500 Penalty: 4208.293945
	Iteration 45Q: 3 clusters Score -719539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -719547.750000 Penalty: 4208.293945
	Iteration 46Q: 3 clusters Score -719547.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -719551.437500 Penalty: 4208.293945
	Iteration 47Q: 3 clusters Score -719551.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -719556.250000 Penalty: 4208.293945
	Iteration 48Q: 3 clusters Score -719556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -719559.937500 Penalty: 4208.293945
	Iteration 49Q: 3 clusters Score -719559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -719561.750000 Penalty: 4208.293945
	Iteration 50Q: 3 clusters Score -719561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -719562.437500 Penalty: 4208.293945
	Iteration 51Q: 3 clusters Score -719562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -719564.687500 Penalty: 4208.293945
	Iteration 52Q: 3 clusters Score -719564.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -719567.500000 Penalty: 4208.293945
	Iteration 53Q: 3 clusters Score -719567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -719570.937500 Penalty: 4208.293945
	Iteration 54Q: 3 clusters Score -719570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -719574.250000 Penalty: 4208.293945
	Iteration 55Q: 3 clusters Score -719574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -719576.812500 Penalty: 4208.293945
	Iteration 56Q: 3 clusters Score -719576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -719577.062500 Penalty: 4208.293945
	Iteration 57Q: 3 clusters Score -719577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -719579.812500 Penalty: 4208.293945
	Iteration 58Q: 3 clusters Score -719579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -719581.437500 Penalty: 4208.293945
	Iteration 59Q: 3 clusters Score -719581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -719582.562500 Penalty: 4208.293945
	Iteration 60F: 3 clusters Score -719582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -719584.750000 Penalty: 4208.293945
	Iteration 61Q: 3 clusters Score -719584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -719585.500000 Penalty: 4208.293945
	Iteration 62Q: 3 clusters Score -719585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -719589.375000 Penalty: 4208.293945
	Iteration 63Q: 3 clusters Score -719589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -719591.562500 Penalty: 4208.293945
	Iteration 64Q: 3 clusters Score -719591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -719592.500000 Penalty: 4208.293945
	Iteration 65Q: 3 clusters Score -719592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -719594.375000 Penalty: 4208.293945
	Iteration 66Q: 3 clusters Score -719594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -719596.312500 Penalty: 4208.293945
	Iteration 67Q: 3 clusters Score -719596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -719597.625000 Penalty: 4208.293945
	Iteration 68Q: 3 clusters Score -719597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -719598.500000 Penalty: 4208.293945
	Iteration 69Q: 3 clusters Score -719598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -719599.812500 Penalty: 4208.293945
	Iteration 70Q: 3 clusters Score -719599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -719603.562500 Penalty: 4208.293945
	Iteration 71Q: 3 clusters Score -719603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -719606.312500 Penalty: 4208.293945
	Iteration 72Q: 3 clusters Score -719606.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -719608.437500 Penalty: 4208.293945
	Iteration 73Q: 3 clusters Score -719608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -719612.562500 Penalty: 4208.293945
	Iteration 74Q: 3 clusters Score -719612.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -719615.312500 Penalty: 4208.293945
	Iteration 75Q: 3 clusters Score -719615.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -719618.812500 Penalty: 4208.293945
	Iteration 76Q: 3 clusters Score -719618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -719622.062500 Penalty: 4208.293945
	Iteration 77Q: 3 clusters Score -719622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -719624.687500 Penalty: 4208.293945
	Iteration 78Q: 3 clusters Score -719624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -719626.000000 Penalty: 4208.293945
	Iteration 79Q: 3 clusters Score -719626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -719628.625000 Penalty: 4208.293945
	Iteration 80F: 3 clusters Score -719628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -719628.875000 Penalty: 4208.293945
	Iteration 81Q: 3 clusters Score -719628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -719629.250000 Penalty: 4208.293945
	Iteration 82Q: 3 clusters Score -719629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -719630.250000 Penalty: 4208.293945
	Iteration 83Q: 3 clusters Score -719630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -719630.250000 Penalty: 4208.293945
	Iteration 84F: 3 clusters Score -719630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -510718.718750 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -510718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -507249.062500 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -507249.1 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -508129.125000 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -508129.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -508477.343750 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -508477.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -508702.375000 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -508702.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -508893.000000 Penalty: 4033.385010
	Iteration 4F: 3 clusters Score -508893 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -509054.968750 Penalty: 4033.385010
	Iteration 5Q: 3 clusters Score -509055 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -509185.906250 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -509185.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -509279.750000 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -509279.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -509364.531250 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -509364.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -509422.875000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -509422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -509451.656250 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -509451.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -509478.750000 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -509478.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -509498.843750 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -509498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -509525.093750 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -509525.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -509552.437500 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -509552.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -509585.750000 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -509585.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -509622.156250 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -509622.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -509657.031250 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -509657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -509685.218750 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -509685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -509707.343750 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -509707.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -509726.593750 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -509726.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -509743.343750 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -509743.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -509748.906250 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -509748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -509750.781250 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -509750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -509753.781250 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -509753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -509755.875000 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -509755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -509760.031250 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -509760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -509762.968750 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -509763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -509764.156250 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -509764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -509766.625000 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -509766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -509766.687500 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -509766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -509766.687500 Penalty: 4033.385010
	Iteration 31F: 3 clusters Score -509766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -352995.281250 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -352995.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -350171.812500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -350171.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -350676.250000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -350676.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -350805.656250 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -350805.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -350908.843750 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -350908.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -351042.625000 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -351042.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -351186.906250 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -351186.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -351322.312500 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -351322.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -351485.906250 Penalty: 3842.165039
	Iteration 7F: 3 clusters Score -351485.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -351686.218750 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -351686.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -351847.250000 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -351847.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -351946.312500 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -351946.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352041.875000 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -352041.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -352107.875000 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -352107.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -352159.218750 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -352159.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -352209.093750 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -352209.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -352247.218750 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -352247.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -352278.406250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -352278.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352297.468750 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -352297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -352316.125000 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -352316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -352329.750000 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -352329.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -352343.500000 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -352343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -352346.281250 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -352346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -352346.562500 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -352346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -352349.968750 Penalty: 3842.165039
	Iteration 23Q: 3 clusters Score -352350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -352350.875000 Penalty: 3842.165039
	Iteration 24Q: 3 clusters Score -352350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -352350.875000 Penalty: 3842.165039
	Iteration 25F: 3 clusters Score -352350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -453253.343750 Penalty: 2018.942871
	Iteration 0F: 2 clusters Score -453253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -449671.593750 Penalty: 4037.885742
	Iteration 0F: 3 clusters Score -449671.6 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -450521.000000 Penalty: 4037.885742
	Iteration 1F: 3 clusters Score -450521 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -450823.500000 Penalty: 4037.885742
	Iteration 2F: 3 clusters Score -450823.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -451159.343750 Penalty: 4037.885742
	Iteration 3F: 3 clusters Score -451159.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -451487.500000 Penalty: 4037.885742
	Iteration 4F: 3 clusters Score -451487.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -451791.531250 Penalty: 4037.885742
	Iteration 5F: 3 clusters Score -451791.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -452075.531250 Penalty: 4037.885742
	Iteration 6F: 3 clusters Score -452075.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -452309.125000 Penalty: 4037.885742
	Iteration 7F: 3 clusters Score -452309.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -452445.312500 Penalty: 4037.885742
	Iteration 8Q: 3 clusters Score -452445.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -452533.843750 Penalty: 4037.885742
	Iteration 9Q: 3 clusters Score -452533.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -452604.218750 Penalty: 4037.885742
	Iteration 10Q: 3 clusters Score -452604.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -452647.125000 Penalty: 4037.885742
	Iteration 11Q: 3 clusters Score -452647.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -452681.375000 Penalty: 4037.885742
	Iteration 12Q: 3 clusters Score -452681.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -452705.125000 Penalty: 4037.885742
	Iteration 13Q: 3 clusters Score -452705.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -452723.062500 Penalty: 4037.885742
	Iteration 14Q: 3 clusters Score -452723.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -452745.375000 Penalty: 4037.885742
	Iteration 15Q: 3 clusters Score -452745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -452754.687500 Penalty: 4037.885742
	Iteration 16Q: 3 clusters Score -452754.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -452760.875000 Penalty: 4037.885742
	Iteration 17Q: 3 clusters Score -452760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -452765.156250 Penalty: 4037.885742
	Iteration 18Q: 3 clusters Score -452765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -452767.468750 Penalty: 4037.885742
	Iteration 19Q: 3 clusters Score -452767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -452766.718750 Penalty: 4037.885742
	Iteration 20F: 3 clusters Score -452766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -186775.546875 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -186775.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -184608.562500 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -184608.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185089.046875 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -185089 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185262.687500 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -185262.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185406.562500 Penalty: 3577.663818
	Iteration 3F: 3 clusters Score -185406.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -185529.093750 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -185529.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185653.921875 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -185653.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -185748.875000 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -185748.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -185834.171875 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -185834.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -185914.093750 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -185914.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185982.234375 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -185982.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186051.750000 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -186051.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -186115.625000 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -186115.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186175.421875 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -186175.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186242.750000 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -186242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186328.062500 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -186328.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186419.703125 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -186419.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186488.187500 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -186488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186518.000000 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -186518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186548.671875 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -186548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186590.359375 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -186590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186638.906250 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -186638.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186671.296875 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -186671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186682.875000 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -186682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -186686.671875 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -186686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186691.406250 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -186691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186692.515625 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -186692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186692.515625 Penalty: 3577.663818
	Iteration 26F: 3 clusters Score -186692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -629269.125000 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -629269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -625138.250000 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -625138.2 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -626129.562500 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -626129.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -626293.125000 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -626293.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -626376.062500 Penalty: 4153.854980
	Iteration 3Q: 3 clusters Score -626376.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -626444.000000 Penalty: 4153.854980
	Iteration 4Q: 3 clusters Score -626444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -626504.062500 Penalty: 4153.854980
	Iteration 5Q: 3 clusters Score -626504.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -626544.750000 Penalty: 4153.854980
	Iteration 6Q: 3 clusters Score -626544.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -626567.875000 Penalty: 4153.854980
	Iteration 7Q: 3 clusters Score -626567.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -626590.187500 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -626590.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -626610.062500 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -626610.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -626640.687500 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -626640.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -626662.562500 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -626662.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -626678.312500 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -626678.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -626686.187500 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -626686.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -626695.812500 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -626695.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -626707.750000 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -626707.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -626717.687500 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -626717.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -626728.062500 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -626728.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -626736.937500 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -626736.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -626747.937500 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -626747.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -626758.875000 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -626758.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -626766.000000 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -626766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -626771.500000 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -626771.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -626780.125000 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -626780.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -626787.125000 Penalty: 4153.854980
	Iteration 24Q: 3 clusters Score -626787.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -626793.750000 Penalty: 4153.854980
	Iteration 25Q: 3 clusters Score -626793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -626797.562500 Penalty: 4153.854980
	Iteration 26Q: 3 clusters Score -626797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -626800.875000 Penalty: 4153.854980
	Iteration 27Q: 3 clusters Score -626800.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -626805.500000 Penalty: 4153.854980
	Iteration 28Q: 3 clusters Score -626805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -626808.312500 Penalty: 4153.854980
	Iteration 29Q: 3 clusters Score -626808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -626812.250000 Penalty: 4153.854980
	Iteration 30Q: 3 clusters Score -626812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626818.562500 Penalty: 4153.854980
	Iteration 31Q: 3 clusters Score -626818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -626821.000000 Penalty: 4153.854980
	Iteration 32Q: 3 clusters Score -626821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -626824.812500 Penalty: 4153.854980
	Iteration 33Q: 3 clusters Score -626824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -626827.000000 Penalty: 4153.854980
	Iteration 34Q: 3 clusters Score -626827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -626828.125000 Penalty: 4153.854980
	Iteration 35Q: 3 clusters Score -626828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -626829.437500 Penalty: 4153.854980
	Iteration 36Q: 3 clusters Score -626829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -626829.687500 Penalty: 4153.854980
	Iteration 37Q: 3 clusters Score -626829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -626831.125000 Penalty: 4153.854980
	Iteration 38Q: 3 clusters Score -626831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -626831.875000 Penalty: 4153.854980
	Iteration 39Q: 3 clusters Score -626831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -626831.937500 Penalty: 4153.854980
	Iteration 40F: 3 clusters Score -626831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -626833.375000 Penalty: 4153.854980
	Iteration 41Q: 3 clusters Score -626833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -626833.250000 Penalty: 4153.854980
	Iteration 42Q: 3 clusters Score -626833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -626833.250000 Penalty: 4153.854980
	Iteration 43F: 3 clusters Score -626833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -92495.687500 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -92495.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90984.726562 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -90984.73 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91581.375000 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -91581.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -91781.710938 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -91781.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91900.773438 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -91900.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -91968.390625 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -91968.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -92027.476562 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -92027.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -92097.695312 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -92097.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -92161.281250 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -92161.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -92178.148438 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -92178.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -92182.226562 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -92182.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -92182.226562 Penalty: 3262.619141
	Iteration 10F: 3 clusters Score -92182.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -51919.078125 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -51919.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50601.074219 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -50601.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50993.417969 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -50993.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51278.078125 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -51278.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51534.921875 Penalty: 2950.225586
	Iteration 3F: 3 clusters Score -51534.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52063.226562 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -52063.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52123.992188 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -52123.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52157.234375 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -52157.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -52168.375000 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -52168.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52202.511719 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -52202.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52224.101562 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -52224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52224.101562 Penalty: 2950.225586
	Iteration 10F: 3 clusters Score -52224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 5 contains 142812 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61574 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 22219 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37272 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 76 members 
Mstep: Class 31 contains 109616 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12634 members 
Mstep: Class 40 contains 206 members 
Mstep: Class 41 contains 307 members 
Entering Unmasked Estep 
Score: -104147312.000000 Penalty: 136814.000000
Splitting cluster 30 changes total score from -104120512.000000 to -104147312.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 32 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -94720.265625 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -94720.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93017.562500 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -93017.56 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93347.617188 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -93347.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93581.718750 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -93581.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93792.804688 Penalty: 3329.626465
	Iteration 3F: 3 clusters Score -93792.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93926.664062 Penalty: 3329.626465
	Iteration 4F: 3 clusters Score -93926.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -94047.812500 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -94047.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94110.843750 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -94110.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94145.195312 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -94145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94150.796875 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -94150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94166.289062 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -94166.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94205.343750 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -94205.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94226.218750 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -94226.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94239.882812 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -94239.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94258.117188 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -94258.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94263.218750 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -94263.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94276.875000 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -94276.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94293.648438 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -94293.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94315.976562 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -94315.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94329.148438 Penalty: 3329.626465
	Iteration 18Q: 3 clusters Score -94329.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94340.031250 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -94340.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94345.328125 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -94345.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94348.273438 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -94348.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94350.640625 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -94350.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94356.453125 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -94356.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94362.203125 Penalty: 3329.626465
	Iteration 24Q: 3 clusters Score -94362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94365.281250 Penalty: 3329.626465
	Iteration 25Q: 3 clusters Score -94365.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94366.601562 Penalty: 3329.626465
	Iteration 26Q: 3 clusters Score -94366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94366.601562 Penalty: 3329.626465
	Iteration 27F: 3 clusters Score -94366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -25022.195312 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -25022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24003.597656 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -24003.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24073.529297 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -24073.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24114.990234 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -24114.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24139.822266 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -24139.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24146.300781 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -24146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24151.351562 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -24151.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24156.703125 Penalty: 2635.350342
	Iteration 6Q: 3 clusters Score -24156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24156.703125 Penalty: 2635.350342
	Iteration 7F: 3 clusters Score -24156.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -379124.250000 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -379124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -376115.875000 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -376115.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376721.500000 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -376721.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -376894.468750 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -376894.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -376988.062500 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -376988.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -377051.125000 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -377051.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -377091.656250 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -377091.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -377128.625000 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -377128.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -377155.281250 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -377155.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -377178.343750 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -377178.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -377198.187500 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -377198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -377211.093750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -377211.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -377223.656250 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -377223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -377229.500000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -377229.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -377240.437500 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -377240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -377248.031250 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -377248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377252.875000 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -377252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377257.625000 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -377257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -377260.281250 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -377260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -377263.031250 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -377263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -377266.812500 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -377266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -377270.781250 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -377270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -377273.375000 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -377273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -377277.125000 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -377277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -377279.843750 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -377279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -377281.437500 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -377281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -377283.531250 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -377283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -377283.531250 Penalty: 3898.843262
	Iteration 26F: 3 clusters Score -377283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Entering Unmasked Estep 
Score: -3117403.250000 Penalty: 2464.536621
	Iteration 0F: 2 clusters Score -3117403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3102910.000000 Penalty: 4929.073242
	Iteration 0F: 3 clusters Score -3102910 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3107997.500000 Penalty: 4929.073242
	Iteration 1F: 3 clusters Score -3107998 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3108613.500000 Penalty: 4929.073242
	Iteration 2F: 3 clusters Score -3108614 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3109283.000000 Penalty: 4929.073242
	Iteration 3F: 3 clusters Score -3109283 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3109993.750000 Penalty: 4929.073242
	Iteration 4F: 3 clusters Score -3109994 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3110663.250000 Penalty: 4929.073242
	Iteration 5F: 3 clusters Score -3110663 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3111342.000000 Penalty: 4929.073242
	Iteration 6F: 3 clusters Score -3111342 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3111992.750000 Penalty: 4929.073242
	Iteration 7F: 3 clusters Score -3111993 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3112701.250000 Penalty: 4929.073242
	Iteration 8F: 3 clusters Score -3112701 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3113363.750000 Penalty: 4929.073242
	Iteration 9Q: 3 clusters Score -3113364 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3113935.000000 Penalty: 4929.073242
	Iteration 10Q: 3 clusters Score -3113935 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3114490.500000 Penalty: 4929.073242
	Iteration 11Q: 3 clusters Score -3114490 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3115108.750000 Penalty: 4929.073242
	Iteration 12Q: 3 clusters Score -3115109 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3115766.750000 Penalty: 4929.073242
	Iteration 13Q: 3 clusters Score -3115767 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3116083.250000 Penalty: 4929.073242
	Iteration 14Q: 3 clusters Score -3116083 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3116235.000000 Penalty: 4929.073242
	Iteration 15Q: 3 clusters Score -3116235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3116336.750000 Penalty: 4929.073242
	Iteration 16Q: 3 clusters Score -3116337 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3116406.000000 Penalty: 4929.073242
	Iteration 17Q: 3 clusters Score -3116406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3116433.750000 Penalty: 4929.073242
	Iteration 18Q: 3 clusters Score -3116434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3116467.000000 Penalty: 4929.073242
	Iteration 19Q: 3 clusters Score -3116467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3116492.750000 Penalty: 4929.073242
	Iteration 20F: 3 clusters Score -3116493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3116500.000000 Penalty: 4929.073242
	Iteration 21Q: 3 clusters Score -3116500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3116503.250000 Penalty: 4929.073242
	Iteration 22Q: 3 clusters Score -3116503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3116502.500000 Penalty: 4929.073242
	Iteration 23Q: 3 clusters Score -3116502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3116505.250000 Penalty: 4929.073242
	Iteration 24Q: 3 clusters Score -3116505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3116504.000000 Penalty: 4929.073242
	Iteration 25Q: 3 clusters Score -3116504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3116510.500000 Penalty: 4929.073242
	Iteration 26Q: 3 clusters Score -3116510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3116515.000000 Penalty: 4929.073242
	Iteration 27Q: 3 clusters Score -3116515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3116516.500000 Penalty: 4929.073242
	Iteration 28Q: 3 clusters Score -3116516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3116514.500000 Penalty: 4929.073242
	Iteration 29Q: 3 clusters Score -3116514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3116518.500000 Penalty: 4929.073242
	Iteration 30Q: 3 clusters Score -3116518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3116521.000000 Penalty: 4929.073242
	Iteration 31Q: 3 clusters Score -3116521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3116525.250000 Penalty: 4929.073242
	Iteration 32Q: 3 clusters Score -3116525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3116528.250000 Penalty: 4929.073242
	Iteration 33Q: 3 clusters Score -3116528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3116529.000000 Penalty: 4929.073242
	Iteration 34Q: 3 clusters Score -3116529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3116530.250000 Penalty: 4929.073242
	Iteration 35Q: 3 clusters Score -3116530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3116531.000000 Penalty: 4929.073242
	Iteration 36Q: 3 clusters Score -3116531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3116531.750000 Penalty: 4929.073242
	Iteration 37Q: 3 clusters Score -3116532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3116536.250000 Penalty: 4929.073242
	Iteration 38Q: 3 clusters Score -3116536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3116534.750000 Penalty: 4929.073242
	Iteration 39Q: 3 clusters Score -3116535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3116534.750000 Penalty: 4929.073242
	Iteration 40F: 3 clusters Score -3116535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142552.453125 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142552.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142916.687500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142916.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143030.312500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143030.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143106.937500 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143106.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143148.281250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143148.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143186.703125 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143230.265625 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143230.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143267.656250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143267.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -143301.500000 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143301.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143318.093750 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143333.218750 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143357.375000 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143382.125000 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143406.250000 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143425.265625 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143425.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143448.078125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -143462.406250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143462.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143478.484375 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143485.093750 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143493.093750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -143493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143510.312500 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -143510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143528.906250 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -143528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143535.968750 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -143536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143537.859375 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -143537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143539.968750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -143540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143550.375000 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -143550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143556.343750 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -143556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143563.406250 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -143563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143572.046875 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -143572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143577.812500 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -143577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143581.468750 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -143581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -143583.593750 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -143583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143584.625000 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -143584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143584.625000 Penalty: 3506.657715
	Iteration 33F: 3 clusters Score -143584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99953.585938 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99953.59 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100301.351562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100301.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100450.656250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100511.515625 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100589.031250 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100660.351562 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100660.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100724.250000 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100788.375000 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100842.718750 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100842.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100946.101562 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100946.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100991.414062 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100991.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101006.234375 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -101006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101015.117188 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -101015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101017.132812 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -101017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101017.132812 Penalty: 3281.568359
	Iteration 14F: 3 clusters Score -101017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38023.902344 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38104.007812 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38104.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38123.042969 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38123.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38125.753906 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38125.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38127.808594 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -38127.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38127.808594 Penalty: 2787.718750
	Iteration 5F: 3 clusters Score -38127.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Entering Unmasked Estep 
Score: -1947105.250000 Penalty: 2342.148438
	Iteration 0F: 2 clusters Score -1947105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1937777.000000 Penalty: 4684.296875
	Iteration 0F: 3 clusters Score -1937777 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1940771.375000 Penalty: 4684.296875
	Iteration 1F: 3 clusters Score -1940771 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1941139.875000 Penalty: 4684.296875
	Iteration 2F: 3 clusters Score -1941140 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1941467.125000 Penalty: 4684.296875
	Iteration 3F: 3 clusters Score -1941467 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1941800.500000 Penalty: 4684.296875
	Iteration 4Q: 3 clusters Score -1941800 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1942192.125000 Penalty: 4684.296875
	Iteration 5Q: 3 clusters Score -1942192 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1942597.625000 Penalty: 4684.296875
	Iteration 6Q: 3 clusters Score -1942598 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1943036.125000 Penalty: 4684.296875
	Iteration 7F: 3 clusters Score -1943036 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1943444.750000 Penalty: 4684.296875
	Iteration 8Q: 3 clusters Score -1943445 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1943789.625000 Penalty: 4684.296875
	Iteration 9Q: 3 clusters Score -1943790 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1944091.750000 Penalty: 4684.296875
	Iteration 10Q: 3 clusters Score -1944092 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1944366.125000 Penalty: 4684.296875
	Iteration 11Q: 3 clusters Score -1944366 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1944589.875000 Penalty: 4684.296875
	Iteration 12Q: 3 clusters Score -1944590 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1944775.625000 Penalty: 4684.296875
	Iteration 13Q: 3 clusters Score -1944776 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1944926.875000 Penalty: 4684.296875
	Iteration 14Q: 3 clusters Score -1944927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1945028.000000 Penalty: 4684.296875
	Iteration 15Q: 3 clusters Score -1945028 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1945103.875000 Penalty: 4684.296875
	Iteration 16Q: 3 clusters Score -1945104 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1945178.125000 Penalty: 4684.296875
	Iteration 17Q: 3 clusters Score -1945178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1945242.375000 Penalty: 4684.296875
	Iteration 18Q: 3 clusters Score -1945242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1945294.500000 Penalty: 4684.296875
	Iteration 19Q: 3 clusters Score -1945294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1945334.250000 Penalty: 4684.296875
	Iteration 20F: 3 clusters Score -1945334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1945371.000000 Penalty: 4684.296875
	Iteration 21Q: 3 clusters Score -1945371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1945409.500000 Penalty: 4684.296875
	Iteration 22Q: 3 clusters Score -1945410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1945436.125000 Penalty: 4684.296875
	Iteration 23Q: 3 clusters Score -1945436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1945468.375000 Penalty: 4684.296875
	Iteration 24Q: 3 clusters Score -1945468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1945490.125000 Penalty: 4684.296875
	Iteration 25Q: 3 clusters Score -1945490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1945528.875000 Penalty: 4684.296875
	Iteration 26Q: 3 clusters Score -1945529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1945553.375000 Penalty: 4684.296875
	Iteration 27Q: 3 clusters Score -1945553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1945572.250000 Penalty: 4684.296875
	Iteration 28Q: 3 clusters Score -1945572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1945600.750000 Penalty: 4684.296875
	Iteration 29Q: 3 clusters Score -1945601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1945632.875000 Penalty: 4684.296875
	Iteration 30Q: 3 clusters Score -1945633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1945650.000000 Penalty: 4684.296875
	Iteration 31Q: 3 clusters Score -1945650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1945666.250000 Penalty: 4684.296875
	Iteration 32Q: 3 clusters Score -1945666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1945677.875000 Penalty: 4684.296875
	Iteration 33Q: 3 clusters Score -1945678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1945686.000000 Penalty: 4684.296875
	Iteration 34Q: 3 clusters Score -1945686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1945689.250000 Penalty: 4684.296875
	Iteration 35Q: 3 clusters Score -1945689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1945689.875000 Penalty: 4684.296875
	Iteration 36Q: 3 clusters Score -1945690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1945693.000000 Penalty: 4684.296875
	Iteration 37Q: 3 clusters Score -1945693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1945693.125000 Penalty: 4684.296875
	Iteration 38Q: 3 clusters Score -1945693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1945693.125000 Penalty: 4684.296875
	Iteration 39Q: 3 clusters Score -1945693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1945693.125000 Penalty: 4684.296875
	Iteration 40F: 3 clusters Score -1945693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1945693.125000 Penalty: 4684.296875
	Iteration 41Q: 3 clusters Score -1945693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1945695.375000 Penalty: 4684.296875
	Iteration 42Q: 3 clusters Score -1945695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1945691.875000 Penalty: 4684.296875
	Iteration 43Q: 3 clusters Score -1945692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1945694.250000 Penalty: 4684.296875
	Iteration 44Q: 3 clusters Score -1945694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1945693.250000 Penalty: 4684.296875
	Iteration 45Q: 3 clusters Score -1945693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1945692.750000 Penalty: 4684.296875
	Iteration 46Q: 3 clusters Score -1945693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1945691.250000 Penalty: 4684.296875
	Iteration 47Q: 3 clusters Score -1945691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1945691.250000 Penalty: 4684.296875
	Iteration 48F: 3 clusters Score -1945691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -25942.498047 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -25942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24968.695312 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -24968.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25046.414062 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -25046.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25069.626953 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -25069.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25073.121094 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -25073.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25073.121094 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -25073.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 42166 members 
Mstep: Class 5 contains 142812 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61574 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 17429 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 22219 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37272 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 4839 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 1357 members 
Mstep: Class 28 contains 4336 members 
Mstep: Class 29 contains 719 members 
Mstep: Class 30 contains 76 members 
Mstep: Class 32 contains 823 members 
Mstep: Class 33 contains 203 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12634 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 3056.786133 but Gain 3336.921875
Score: -104150952.000000 Penalty: 133477.078125
Iteration 199Q: 41 clusters Score -1.04151e+08 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 15216 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 143354 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62001 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 18287 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 27112 members 
Mstep: Class 14 contains 22366 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 37318 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 3432 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 720 members 
Mstep: Class 31 contains 108543 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 216 members 
Mstep: Class 34 contains 2665 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 12569 members 
Mstep: Class 40 contains 252 members 
Mstep: Class 41 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164432.000000 Penalty: 133477.078125
Iteration 200F: 41 clusters Score -1.041644e+08 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 96638 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14942 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 138519 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59813 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 18312 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 22104 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 37065 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2324 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 1358 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 121220 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2691 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8974 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169384.000000 Penalty: 133477.078125
Iteration 201Q: 41 clusters Score -1.041694e+08 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14800 members 
Mstep: Class 4 contains 42052 members 
Mstep: Class 5 contains 131358 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58150 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12475 members 
Mstep: Class 13 contains 26776 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 36945 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4318 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 130593 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2685 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6920 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172184.000000 Penalty: 133477.078125
Iteration 202Q: 41 clusters Score -1.041722e+08 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14711 members 
Mstep: Class 4 contains 42048 members 
Mstep: Class 5 contains 121634 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56895 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 18463 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 12438 members 
Mstep: Class 13 contains 26724 members 
Mstep: Class 14 contains 21952 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 36877 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 4264 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 139654 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5657 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173424.000000 Penalty: 133477.078125
Iteration 203Q: 41 clusters Score -1.041734e+08 nChanged 17814
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14658 members 
Mstep: Class 4 contains 42048 members 
Mstep: Class 5 contains 111462 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55906 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 18472 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 26724 members 
Mstep: Class 14 contains 21935 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15413 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 36829 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 4896 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 3429 members 
Mstep: Class 27 contains 1360 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 147757 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5000 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172048.000000 Penalty: 133477.078125
Iteration 204Q: 41 clusters Score -1.04172e+08 nChanged 16801
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 101867 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55167 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 18481 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 26757 members 
Mstep: Class 14 contains 21952 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 36814 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 4859 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4248 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 153834 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4703 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 133477.078125
Iteration 205Q: 41 clusters Score -1.041689e+08 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14629 members 
Mstep: Class 4 contains 42036 members 
Mstep: Class 5 contains 94234 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54626 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 18461 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12394 members 
Mstep: Class 13 contains 26791 members 
Mstep: Class 14 contains 21949 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 36813 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 4841 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 3425 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4259 members 
Mstep: Class 29 contains 722 members 
Mstep: Class 31 contains 157464 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2672 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4628 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164152.000000 Penalty: 133477.078125
Iteration 206Q: 41 clusters Score -1.041642e+08 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14631 members 
Mstep: Class 4 contains 42037 members 
Mstep: Class 5 contains 89048 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54297 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 18437 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 26832 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 36850 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 157918 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2674 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4693 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161416.000000 Penalty: 133477.078125
Iteration 207Q: 41 clusters Score -1.041614e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 42047 members 
Mstep: Class 5 contains 85421 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54024 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18417 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12404 members 
Mstep: Class 13 contains 26844 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 36882 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4271 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 156511 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2672 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4752 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160240.000000 Penalty: 133477.078125
Iteration 208Q: 41 clusters Score -1.041602e+08 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 130622 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 42060 members 
Mstep: Class 5 contains 82793 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53737 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 18404 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 26857 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 36883 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4779 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4281 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 154141 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4778 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159640.000000 Penalty: 133477.078125
Iteration 209Q: 41 clusters Score -1.041596e+08 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 135996 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 42062 members 
Mstep: Class 5 contains 80626 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53434 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18403 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 26837 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4284 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 151285 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2672 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4802 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160248.000000 Penalty: 133477.078125
Iteration 210Q: 41 clusters Score -1.041602e+08 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 5 contains 78856 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53145 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 18406 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 26809 members 
Mstep: Class 14 contains 22007 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 36863 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4282 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 147904 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4811 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160784.000000 Penalty: 133477.078125
Iteration 211Q: 41 clusters Score -1.041608e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 146872 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 77214 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52875 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18379 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 12401 members 
Mstep: Class 13 contains 26777 members 
Mstep: Class 14 contains 22010 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 36851 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4266 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 144520 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4828 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160704.000000 Penalty: 133477.078125
Iteration 212Q: 41 clusters Score -1.041607e+08 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 152031 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14635 members 
Mstep: Class 4 contains 42067 members 
Mstep: Class 5 contains 75856 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52662 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18361 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 22017 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 36850 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4696 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 4258 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 140973 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2665 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4824 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160888.000000 Penalty: 133477.078125
Iteration 213Q: 41 clusters Score -1.041609e+08 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 74805 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52523 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 18323 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12427 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 22024 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 36859 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4259 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 137422 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4823 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161376.000000 Penalty: 133477.078125
Iteration 214Q: 41 clusters Score -1.041614e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 161492 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 42070 members 
Mstep: Class 5 contains 73993 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52412 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18280 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 13 contains 26674 members 
Mstep: Class 14 contains 22023 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 36863 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4650 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4257 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 133769 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4828 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162304.000000 Penalty: 133477.078125
Iteration 215Q: 41 clusters Score -1.041623e+08 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14630 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 73381 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52349 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18230 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 22040 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 36867 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4248 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 130230 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4842 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162736.000000 Penalty: 133477.078125
Iteration 216Q: 41 clusters Score -1.041627e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 169770 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 42073 members 
Mstep: Class 5 contains 72984 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52358 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 18157 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12419 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 36874 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4248 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 126736 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4864 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163080.000000 Penalty: 133477.078125
Iteration 217Q: 41 clusters Score -1.041631e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 173329 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 42082 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52367 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 22057 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 36875 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4237 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 123454 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2674 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4879 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163696.000000 Penalty: 133477.078125
Iteration 218Q: 41 clusters Score -1.041637e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 176252 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14652 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 72634 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52480 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18056 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12401 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 36868 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4223 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 120605 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2671 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164304.000000 Penalty: 133477.078125
Iteration 219Q: 41 clusters Score -1.041643e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 178438 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 72578 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52625 members 
Mstep: Class 8 contains 171 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 18015 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12394 members 
Mstep: Class 13 contains 26609 members 
Mstep: Class 14 contains 22033 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4574 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 118410 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2675 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4899 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167880.000000 Penalty: 133477.078125
Iteration 220F: 41 clusters Score -1.041679e+08 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 65679 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52709 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17979 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 26586 members 
Mstep: Class 14 contains 22024 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16241 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 36868 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4571 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4202 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 123365 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4902 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165624.000000 Penalty: 133477.078125
Iteration 221Q: 41 clusters Score -1.041656e+08 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14656 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 58513 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 52896 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 17981 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12399 members 
Mstep: Class 13 contains 26606 members 
Mstep: Class 14 contains 22014 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 36887 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4212 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 127503 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4918 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162624.000000 Penalty: 133477.078125
Iteration 222Q: 41 clusters Score -1.041626e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 186225 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14674 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 51689 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53136 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 17997 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12413 members 
Mstep: Class 13 contains 26631 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16245 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 36901 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4216 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 130874 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2666 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158824.000000 Penalty: 133477.078125
Iteration 223Q: 41 clusters Score -1.041588e+08 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 188928 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 45491 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53420 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 18004 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12434 members 
Mstep: Class 13 contains 26639 members 
Mstep: Class 14 contains 22002 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 36911 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2328 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4226 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 133951 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2665 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5011 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154064.000000 Penalty: 133477.078125
Iteration 224Q: 41 clusters Score -1.041541e+08 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14744 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 39975 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 53806 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17986 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12461 members 
Mstep: Class 13 contains 26651 members 
Mstep: Class 14 contains 22025 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 36929 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2317 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4237 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 136950 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2655 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150752.000000 Penalty: 133477.078125
Iteration 225Q: 41 clusters Score -1.041508e+08 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 192398 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14769 members 
Mstep: Class 4 contains 42133 members 
Mstep: Class 5 contains 35246 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54221 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17972 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 26671 members 
Mstep: Class 14 contains 22054 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 36944 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4572 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1362 members 
Mstep: Class 28 contains 4240 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 139703 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2649 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5025 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147704.000000 Penalty: 133477.078125
Iteration 226Q: 41 clusters Score -1.041477e+08 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 42144 members 
Mstep: Class 5 contains 31538 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 54734 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17963 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 13 contains 26699 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 36958 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4246 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 141839 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5003 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104144920.000000 Penalty: 133477.078125
Iteration 227Q: 41 clusters Score -1.041449e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14799 members 
Mstep: Class 4 contains 42151 members 
Mstep: Class 5 contains 28700 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55264 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17954 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 26714 members 
Mstep: Class 14 contains 22090 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 36990 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4257 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 143427 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4974 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143368.000000 Penalty: 133477.078125
Iteration 228Q: 41 clusters Score -1.041434e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 194366 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14812 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 26571 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 55793 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17961 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 26720 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 37020 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 3424 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4249 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 144656 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2649 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104142048.000000 Penalty: 133477.078125
Iteration 229Q: 41 clusters Score -1.04142e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 194678 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14828 members 
Mstep: Class 4 contains 42148 members 
Mstep: Class 5 contains 24887 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56263 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17943 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12517 members 
Mstep: Class 13 contains 26743 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 37026 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 145550 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4896 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140968.000000 Penalty: 133477.078125
Iteration 230Q: 41 clusters Score -1.04141e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14844 members 
Mstep: Class 4 contains 42145 members 
Mstep: Class 5 contains 23599 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 56688 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17933 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 26749 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 37037 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 4616 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4263 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146110 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2654 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4871 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140160.000000 Penalty: 133477.078125
Iteration 231Q: 41 clusters Score -1.041402e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14853 members 
Mstep: Class 4 contains 42147 members 
Mstep: Class 5 contains 22659 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57084 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17941 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 26763 members 
Mstep: Class 14 contains 22100 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 37042 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4263 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146385 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2654 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4842 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139432.000000 Penalty: 133477.078125
Iteration 232Q: 41 clusters Score -1.041394e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 195374 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14855 members 
Mstep: Class 4 contains 42148 members 
Mstep: Class 5 contains 21829 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57513 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17927 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12520 members 
Mstep: Class 13 contains 26770 members 
Mstep: Class 14 contains 22085 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 37052 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4675 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4265 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146600 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2655 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4826 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139176.000000 Penalty: 133477.078125
Iteration 233Q: 41 clusters Score -1.041392e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 195624 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 42148 members 
Mstep: Class 5 contains 21107 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 57916 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17907 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12525 members 
Mstep: Class 13 contains 26773 members 
Mstep: Class 14 contains 22079 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2533 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4710 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4259 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146667 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4810 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138504.000000 Penalty: 133477.078125
Iteration 234Q: 41 clusters Score -1.041385e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 195867 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14861 members 
Mstep: Class 4 contains 42151 members 
Mstep: Class 5 contains 20454 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58321 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17896 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 26783 members 
Mstep: Class 14 contains 22083 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16239 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 37055 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4258 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146648 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4791 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104137896.000000 Penalty: 133477.078125
Iteration 235Q: 41 clusters Score -1.041379e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 5 contains 19920 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 58700 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17876 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12535 members 
Mstep: Class 13 contains 26785 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2535 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4267 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146424 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 20686 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4777 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104137128.000000 Penalty: 133477.078125
Iteration 236Q: 41 clusters Score -1.041371e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 196615 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14871 members 
Mstep: Class 4 contains 42151 members 
Mstep: Class 5 contains 19448 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59056 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17848 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 26790 members 
Mstep: Class 14 contains 22099 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 37055 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146134 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4774 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136520.000000 Penalty: 133477.078125
Iteration 237Q: 41 clusters Score -1.041365e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 197056 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14877 members 
Mstep: Class 4 contains 42145 members 
Mstep: Class 5 contains 19013 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59419 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17824 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12529 members 
Mstep: Class 13 contains 26792 members 
Mstep: Class 14 contains 22114 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 37061 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4276 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 145756 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4760 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136144.000000 Penalty: 133477.078125
Iteration 238Q: 41 clusters Score -1.041361e+08 nChanged 1897
Entering ConstructFrom: 
Score: -104136144.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (197484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197484 members 
Entering Unmasked Estep 
Score: -30357642.000000 Penalty: 3023.966309
	Iteration 0F: 2 clusters Score -3.035764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -30255252.000000 Penalty: 6047.932617
	Iteration 0F: 3 clusters Score -3.025525e+07 nChanged 94909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -30310894.000000 Penalty: 6047.932617
	Iteration 1F: 3 clusters Score -3.031089e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -30312802.000000 Penalty: 6047.932617
	Iteration 2Q: 3 clusters Score -3.03128e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -30315862.000000 Penalty: 6047.932617
	Iteration 3Q: 3 clusters Score -3.031586e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -30320270.000000 Penalty: 6047.932617
	Iteration 4Q: 3 clusters Score -3.032027e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99208 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -30326336.000000 Penalty: 6047.932617
	Iteration 5F: 3 clusters Score -3.032634e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -30334802.000000 Penalty: 6047.932617
	Iteration 6F: 3 clusters Score -3.03348e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -30345344.000000 Penalty: 6047.932617
	Iteration 7F: 3 clusters Score -3.034534e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -30355970.000000 Penalty: 6047.932617
	Iteration 8F: 3 clusters Score -3.035597e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86058 members 
Mstep: Class 2 contains 111426 members 
Entering Unmasked Estep 
Score: -30362672.000000 Penalty: 6047.932617
	Iteration 9F: 3 clusters Score -3.036267e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -30366114.000000 Penalty: 6047.932617
	Iteration 10Q: 3 clusters Score -3.036611e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -30367916.000000 Penalty: 6047.932617
	Iteration 11Q: 3 clusters Score -3.036792e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 121683 members 
Entering Unmasked Estep 
Score: -30369492.000000 Penalty: 6047.932617
	Iteration 12Q: 3 clusters Score -3.036949e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -30371034.000000 Penalty: 6047.932617
	Iteration 13Q: 3 clusters Score -3.037103e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 127765 members 
Entering Unmasked Estep 
Score: -30372272.000000 Penalty: 6047.932617
	Iteration 14Q: 3 clusters Score -3.037227e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -30373268.000000 Penalty: 6047.932617
	Iteration 15Q: 3 clusters Score -3.037327e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -30373952.000000 Penalty: 6047.932617
	Iteration 16Q: 3 clusters Score -3.037395e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -30374326.000000 Penalty: 6047.932617
	Iteration 17Q: 3 clusters Score -3.037433e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 134220 members 
Entering Unmasked Estep 
Score: -30374646.000000 Penalty: 6047.932617
	Iteration 18Q: 3 clusters Score -3.037465e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -30374852.000000 Penalty: 6047.932617
	Iteration 19Q: 3 clusters Score -3.037485e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -30375026.000000 Penalty: 6047.932617
	Iteration 20F: 3 clusters Score -3.037503e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -30375122.000000 Penalty: 6047.932617
	Iteration 21Q: 3 clusters Score -3.037512e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -30375076.000000 Penalty: 6047.932617
	Iteration 22Q: 3 clusters Score -3.037508e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -30374966.000000 Penalty: 6047.932617
	Iteration 23Q: 3 clusters Score -3.037497e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 137989 members 
Entering Unmasked Estep 
Score: -30374984.000000 Penalty: 6047.932617
	Iteration 24Q: 3 clusters Score -3.037498e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 138400 members 
Entering Unmasked Estep 
Score: -30375002.000000 Penalty: 6047.932617
	Iteration 25Q: 3 clusters Score -3.0375e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 138798 members 
Entering Unmasked Estep 
Score: -30375030.000000 Penalty: 6047.932617
	Iteration 26Q: 3 clusters Score -3.037503e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 139183 members 
Entering Unmasked Estep 
Score: -30375020.000000 Penalty: 6047.932617
	Iteration 27Q: 3 clusters Score -3.037502e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -30374974.000000 Penalty: 6047.932617
	Iteration 28Q: 3 clusters Score -3.037497e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 139906 members 
Entering Unmasked Estep 
Score: -30374918.000000 Penalty: 6047.932617
	Iteration 29Q: 3 clusters Score -3.037492e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 140263 members 
Entering Unmasked Estep 
Score: -30374880.000000 Penalty: 6047.932617
	Iteration 30Q: 3 clusters Score -3.037488e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -30374862.000000 Penalty: 6047.932617
	Iteration 31Q: 3 clusters Score -3.037486e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 140932 members 
Entering Unmasked Estep 
Score: -30374848.000000 Penalty: 6047.932617
	Iteration 32Q: 3 clusters Score -3.037485e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 141278 members 
Entering Unmasked Estep 
Score: -30374786.000000 Penalty: 6047.932617
	Iteration 33Q: 3 clusters Score -3.037479e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -30374748.000000 Penalty: 6047.932617
	Iteration 34Q: 3 clusters Score -3.037475e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 141952 members 
Entering Unmasked Estep 
Score: -30374666.000000 Penalty: 6047.932617
	Iteration 35Q: 3 clusters Score -3.037467e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 142347 members 
Entering Unmasked Estep 
Score: -30374694.000000 Penalty: 6047.932617
	Iteration 36Q: 3 clusters Score -3.037469e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -30374650.000000 Penalty: 6047.932617
	Iteration 37Q: 3 clusters Score -3.037465e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -30374684.000000 Penalty: 6047.932617
	Iteration 38Q: 3 clusters Score -3.037468e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -30374616.000000 Penalty: 6047.932617
	Iteration 39Q: 3 clusters Score -3.037462e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -30374672.000000 Penalty: 6047.932617
	Iteration 40F: 3 clusters Score -3.037467e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 144941 members 
Entering Unmasked Estep 
Score: -30374666.000000 Penalty: 6047.932617
	Iteration 41Q: 3 clusters Score -3.037467e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 145589 members 
Entering Unmasked Estep 
Score: -30374572.000000 Penalty: 6047.932617
	Iteration 42Q: 3 clusters Score -3.037457e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 146302 members 
Entering Unmasked Estep 
Score: -30374492.000000 Penalty: 6047.932617
	Iteration 43Q: 3 clusters Score -3.037449e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -30374438.000000 Penalty: 6047.932617
	Iteration 44Q: 3 clusters Score -3.037444e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 148102 members 
Entering Unmasked Estep 
Score: -30374396.000000 Penalty: 6047.932617
	Iteration 45Q: 3 clusters Score -3.03744e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -30374424.000000 Penalty: 6047.932617
	Iteration 46Q: 3 clusters Score -3.037442e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 150329 members 
Entering Unmasked Estep 
Score: -30374346.000000 Penalty: 6047.932617
	Iteration 47Q: 3 clusters Score -3.037435e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -30374318.000000 Penalty: 6047.932617
	Iteration 48Q: 3 clusters Score -3.037432e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -30374310.000000 Penalty: 6047.932617
	Iteration 49Q: 3 clusters Score -3.037431e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -30374146.000000 Penalty: 6047.932617
	Iteration 50Q: 3 clusters Score -3.037415e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -30374074.000000 Penalty: 6047.932617
	Iteration 51Q: 3 clusters Score -3.037407e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -30373862.000000 Penalty: 6047.932617
	Iteration 52Q: 3 clusters Score -3.037386e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -30373706.000000 Penalty: 6047.932617
	Iteration 53Q: 3 clusters Score -3.037371e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -30373394.000000 Penalty: 6047.932617
	Iteration 54Q: 3 clusters Score -3.037339e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -30373156.000000 Penalty: 6047.932617
	Iteration 55Q: 3 clusters Score -3.037316e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 164157 members 
Entering Unmasked Estep 
Score: -30372840.000000 Penalty: 6047.932617
	Iteration 56Q: 3 clusters Score -3.037284e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 166078 members 
Entering Unmasked Estep 
Score: -30372476.000000 Penalty: 6047.932617
	Iteration 57Q: 3 clusters Score -3.037248e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 168037 members 
Entering Unmasked Estep 
Score: -30372250.000000 Penalty: 6047.932617
	Iteration 58Q: 3 clusters Score -3.037225e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -30371800.000000 Penalty: 6047.932617
	Iteration 59Q: 3 clusters Score -3.03718e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -30371108.000000 Penalty: 6047.932617
	Iteration 60F: 3 clusters Score -3.037111e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -30370452.000000 Penalty: 6047.932617
	Iteration 61Q: 3 clusters Score -3.037045e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 176059 members 
Entering Unmasked Estep 
Score: -30369818.000000 Penalty: 6047.932617
	Iteration 62Q: 3 clusters Score -3.036982e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 178028 members 
Entering Unmasked Estep 
Score: -30369118.000000 Penalty: 6047.932617
	Iteration 63Q: 3 clusters Score -3.036912e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 179927 members 
Entering Unmasked Estep 
Score: -30368136.000000 Penalty: 6047.932617
	Iteration 64Q: 3 clusters Score -3.036814e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 181660 members 
Entering Unmasked Estep 
Score: -30367586.000000 Penalty: 6047.932617
	Iteration 65Q: 3 clusters Score -3.036759e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 183375 members 
Entering Unmasked Estep 
Score: -30366708.000000 Penalty: 6047.932617
	Iteration 66Q: 3 clusters Score -3.036671e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 184970 members 
Entering Unmasked Estep 
Score: -30365838.000000 Penalty: 6047.932617
	Iteration 67Q: 3 clusters Score -3.036584e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 186473 members 
Entering Unmasked Estep 
Score: -30364918.000000 Penalty: 6047.932617
	Iteration 68Q: 3 clusters Score -3.036492e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 188064 members 
Entering Unmasked Estep 
Score: -30363604.000000 Penalty: 6047.932617
	Iteration 69Q: 3 clusters Score -3.03636e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 189621 members 
Entering Unmasked Estep 
Score: -30362276.000000 Penalty: 6047.932617
	Iteration 70Q: 3 clusters Score -3.036228e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 191069 members 
Entering Unmasked Estep 
Score: -30361310.000000 Penalty: 6047.932617
	Iteration 71Q: 3 clusters Score -3.036131e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 192306 members 
Entering Unmasked Estep 
Score: -30360072.000000 Penalty: 6047.932617
	Iteration 72Q: 3 clusters Score -3.036007e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 193345 members 
Entering Unmasked Estep 
Score: -30358830.000000 Penalty: 6047.932617
	Iteration 73Q: 3 clusters Score -3.035883e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 194181 members 
Entering Unmasked Estep 
Score: -30357956.000000 Penalty: 6047.932617
	Iteration 74Q: 3 clusters Score -3.035796e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -30357442.000000 Penalty: 6047.932617
	Iteration 75Q: 3 clusters Score -3.035744e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 195367 members 
Entering Unmasked Estep 
Score: -30356946.000000 Penalty: 6047.932617
	Iteration 76Q: 3 clusters Score -3.035695e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 195710 members 
Entering Unmasked Estep 
Score: -30356694.000000 Penalty: 6047.932617
	Iteration 77Q: 3 clusters Score -3.035669e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 195980 members 
Entering Unmasked Estep 
Score: -30356472.000000 Penalty: 6047.932617
	Iteration 78Q: 3 clusters Score -3.035647e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 196199 members 
Entering Unmasked Estep 
Score: -30356280.000000 Penalty: 6047.932617
	Iteration 79Q: 3 clusters Score -3.035628e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 196333 members 
Entering Unmasked Estep 
Score: -30356250.000000 Penalty: 6047.932617
	Iteration 80F: 3 clusters Score -3.035625e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 196536 members 
Entering Unmasked Estep 
Score: -30355974.000000 Penalty: 6047.932617
	Iteration 81Q: 3 clusters Score -3.035597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 196670 members 
Entering Unmasked Estep 
Score: -30355878.000000 Penalty: 6047.932617
	Iteration 82Q: 3 clusters Score -3.035588e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 196765 members 
Entering Unmasked Estep 
Score: -30355790.000000 Penalty: 6047.932617
	Iteration 83Q: 3 clusters Score -3.035579e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 196823 members 
Entering Unmasked Estep 
Score: -30355682.000000 Penalty: 6047.932617
	Iteration 84Q: 3 clusters Score -3.035568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 196868 members 
Entering Unmasked Estep 
Score: -30355658.000000 Penalty: 6047.932617
	Iteration 85Q: 3 clusters Score -3.035566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 196904 members 
Entering Unmasked Estep 
Score: -30355654.000000 Penalty: 6047.932617
	Iteration 86Q: 3 clusters Score -3.035565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 196934 members 
Entering Unmasked Estep 
Score: -30355660.000000 Penalty: 6047.932617
	Iteration 87Q: 3 clusters Score -3.035566e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 196951 members 
Entering Unmasked Estep 
Score: -30355654.000000 Penalty: 6047.932617
	Iteration 88Q: 3 clusters Score -3.035565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 196967 members 
Entering Unmasked Estep 
Score: -30355634.000000 Penalty: 6047.932617
	Iteration 89Q: 3 clusters Score -3.035563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 196976 members 
Entering Unmasked Estep 
Score: -30355646.000000 Penalty: 6047.932617
	Iteration 90Q: 3 clusters Score -3.035565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 196985 members 
Entering Unmasked Estep 
Score: -30355652.000000 Penalty: 6047.932617
	Iteration 91Q: 3 clusters Score -3.035565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 196996 members 
Entering Unmasked Estep 
Score: -30355660.000000 Penalty: 6047.932617
	Iteration 92Q: 3 clusters Score -3.035566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197002 members 
Entering Unmasked Estep 
Score: -30355642.000000 Penalty: 6047.932617
	Iteration 93Q: 3 clusters Score -3.035564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197007 members 
Entering Unmasked Estep 
Score: -30355652.000000 Penalty: 6047.932617
	Iteration 94Q: 3 clusters Score -3.035565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 197011 members 
Entering Unmasked Estep 
Score: -30355640.000000 Penalty: 6047.932617
	Iteration 95Q: 3 clusters Score -3.035564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 197013 members 
Entering Unmasked Estep 
Score: -30355646.000000 Penalty: 6047.932617
	Iteration 96Q: 3 clusters Score -3.035565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -30355650.000000 Penalty: 6047.932617
	Iteration 97Q: 3 clusters Score -3.035565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -30355636.000000 Penalty: 6047.932617
	Iteration 98Q: 3 clusters Score -3.035564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 197020 members 
Entering Unmasked Estep 
Score: -30355646.000000 Penalty: 6047.932617
	Iteration 99Q: 3 clusters Score -3.035565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 197019 members 
Entering Unmasked Estep 
Score: -30355656.000000 Penalty: 6047.932617
	Iteration 100F: 3 clusters Score -3.035566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -358880.750000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -358880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355867.125000 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -355867.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -356526.093750 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -356526.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -356714.593750 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -356714.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -356848.593750 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -356848.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -356959.437500 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -356959.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357036.843750 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -357036.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -357090.343750 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -357090.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357140.843750 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -357140.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -357184.531250 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -357184.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -357217.031250 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -357217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -357233.906250 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -357233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -357241.906250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -357241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -357252.281250 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -357252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -357259.500000 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -357259.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -357266.750000 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -357266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -357276.875000 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -357276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -357286.281250 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -357286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -357290.437500 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -357290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357294.468750 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -357294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -357298.156250 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -357298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -357301.531250 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -357301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -357305.218750 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -357305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -357308.343750 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -357308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -357311.875000 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -357311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -357313.375000 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -357313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -357316.343750 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -357316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -357317.687500 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -357317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -357319.437500 Penalty: 3904.170410
	Iteration 27Q: 3 clusters Score -357319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357320.750000 Penalty: 3904.170410
	Iteration 28Q: 3 clusters Score -357320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357321.375000 Penalty: 3904.170410
	Iteration 29Q: 3 clusters Score -357321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357321.437500 Penalty: 3904.170410
	Iteration 30Q: 3 clusters Score -357321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357321.437500 Penalty: 3904.170410
	Iteration 31F: 3 clusters Score -357321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -2259937.250000 Penalty: 2382.777832
	Iteration 0F: 2 clusters Score -2259937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2249183.750000 Penalty: 4765.555664
	Iteration 0F: 3 clusters Score -2249184 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2252527.250000 Penalty: 4765.555664
	Iteration 1F: 3 clusters Score -2252527 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2253060.250000 Penalty: 4765.555664
	Iteration 2F: 3 clusters Score -2253060 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2253798.750000 Penalty: 4765.555664
	Iteration 3F: 3 clusters Score -2253799 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2254806.250000 Penalty: 4765.555664
	Iteration 4F: 3 clusters Score -2254806 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2255888.000000 Penalty: 4765.555664
	Iteration 5F: 3 clusters Score -2255888 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2256783.250000 Penalty: 4765.555664
	Iteration 6F: 3 clusters Score -2256783 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2257471.000000 Penalty: 4765.555664
	Iteration 7F: 3 clusters Score -2257471 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2257969.500000 Penalty: 4765.555664
	Iteration 8Q: 3 clusters Score -2257970 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2258382.750000 Penalty: 4765.555664
	Iteration 9Q: 3 clusters Score -2258383 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2258684.500000 Penalty: 4765.555664
	Iteration 10Q: 3 clusters Score -2258684 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2258922.500000 Penalty: 4765.555664
	Iteration 11Q: 3 clusters Score -2258922 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2259111.750000 Penalty: 4765.555664
	Iteration 12Q: 3 clusters Score -2259112 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2259234.750000 Penalty: 4765.555664
	Iteration 13Q: 3 clusters Score -2259235 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2259339.250000 Penalty: 4765.555664
	Iteration 14Q: 3 clusters Score -2259339 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2259413.750000 Penalty: 4765.555664
	Iteration 15Q: 3 clusters Score -2259414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2259484.250000 Penalty: 4765.555664
	Iteration 16Q: 3 clusters Score -2259484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2259538.250000 Penalty: 4765.555664
	Iteration 17Q: 3 clusters Score -2259538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2259573.500000 Penalty: 4765.555664
	Iteration 18Q: 3 clusters Score -2259574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2259607.750000 Penalty: 4765.555664
	Iteration 19Q: 3 clusters Score -2259608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2259633.500000 Penalty: 4765.555664
	Iteration 20F: 3 clusters Score -2259634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2259650.000000 Penalty: 4765.555664
	Iteration 21Q: 3 clusters Score -2259650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2259664.500000 Penalty: 4765.555664
	Iteration 22Q: 3 clusters Score -2259664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2259682.000000 Penalty: 4765.555664
	Iteration 23Q: 3 clusters Score -2259682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2259688.000000 Penalty: 4765.555664
	Iteration 24Q: 3 clusters Score -2259688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2259694.000000 Penalty: 4765.555664
	Iteration 25Q: 3 clusters Score -2259694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2259697.750000 Penalty: 4765.555664
	Iteration 26Q: 3 clusters Score -2259698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2259703.250000 Penalty: 4765.555664
	Iteration 27Q: 3 clusters Score -2259703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2259715.750000 Penalty: 4765.555664
	Iteration 28Q: 3 clusters Score -2259716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2259720.250000 Penalty: 4765.555664
	Iteration 29Q: 3 clusters Score -2259720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2259717.750000 Penalty: 4765.555664
	Iteration 30Q: 3 clusters Score -2259718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2259717.000000 Penalty: 4765.555664
	Iteration 31Q: 3 clusters Score -2259717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2259722.750000 Penalty: 4765.555664
	Iteration 32Q: 3 clusters Score -2259723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2259721.000000 Penalty: 4765.555664
	Iteration 33Q: 3 clusters Score -2259721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2259719.000000 Penalty: 4765.555664
	Iteration 34Q: 3 clusters Score -2259719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2259720.500000 Penalty: 4765.555664
	Iteration 35Q: 3 clusters Score -2259720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2259728.250000 Penalty: 4765.555664
	Iteration 36Q: 3 clusters Score -2259728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2259726.500000 Penalty: 4765.555664
	Iteration 37Q: 3 clusters Score -2259726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2259728.750000 Penalty: 4765.555664
	Iteration 38Q: 3 clusters Score -2259729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2259731.500000 Penalty: 4765.555664
	Iteration 39Q: 3 clusters Score -2259732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2259728.500000 Penalty: 4765.555664
	Iteration 40F: 3 clusters Score -2259728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2259728.500000 Penalty: 4765.555664
	Iteration 41Q: 3 clusters Score -2259728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2259728.500000 Penalty: 4765.555664
	Iteration 42F: 3 clusters Score -2259728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Entering Unmasked Estep 
Score: -6479105.500000 Penalty: 2640.914307
	Iteration 0F: 2 clusters Score -6479106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -6450678.500000 Penalty: 5281.828613
	Iteration 0F: 3 clusters Score -6450678 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6461011.500000 Penalty: 5281.828613
	Iteration 1F: 3 clusters Score -6461012 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -6461506.500000 Penalty: 5281.828613
	Iteration 2Q: 3 clusters Score -6461506 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -6461972.000000 Penalty: 5281.828613
	Iteration 3Q: 3 clusters Score -6461972 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6462569.000000 Penalty: 5281.828613
	Iteration 4Q: 3 clusters Score -6462569 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -6463379.000000 Penalty: 5281.828613
	Iteration 5Q: 3 clusters Score -6463379 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6464566.000000 Penalty: 5281.828613
	Iteration 6F: 3 clusters Score -6464566 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -6466456.000000 Penalty: 5281.828613
	Iteration 7F: 3 clusters Score -6466456 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -6469013.000000 Penalty: 5281.828613
	Iteration 8F: 3 clusters Score -6469013 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6471787.500000 Penalty: 5281.828613
	Iteration 9F: 3 clusters Score -6471788 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6474051.000000 Penalty: 5281.828613
	Iteration 10F: 3 clusters Score -6474051 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6475496.000000 Penalty: 5281.828613
	Iteration 11Q: 3 clusters Score -6475496 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6476286.500000 Penalty: 5281.828613
	Iteration 12Q: 3 clusters Score -6476286 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6476759.500000 Penalty: 5281.828613
	Iteration 13Q: 3 clusters Score -6476760 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6476995.500000 Penalty: 5281.828613
	Iteration 14Q: 3 clusters Score -6476996 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6477155.000000 Penalty: 5281.828613
	Iteration 15Q: 3 clusters Score -6477155 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6477237.500000 Penalty: 5281.828613
	Iteration 16Q: 3 clusters Score -6477238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6477319.500000 Penalty: 5281.828613
	Iteration 17Q: 3 clusters Score -6477320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6477374.500000 Penalty: 5281.828613
	Iteration 18Q: 3 clusters Score -6477374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6477409.000000 Penalty: 5281.828613
	Iteration 19Q: 3 clusters Score -6477409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6477438.000000 Penalty: 5281.828613
	Iteration 20F: 3 clusters Score -6477438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6477461.500000 Penalty: 5281.828613
	Iteration 21Q: 3 clusters Score -6477462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6477489.000000 Penalty: 5281.828613
	Iteration 22Q: 3 clusters Score -6477489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6477495.000000 Penalty: 5281.828613
	Iteration 23Q: 3 clusters Score -6477495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6477506.000000 Penalty: 5281.828613
	Iteration 24Q: 3 clusters Score -6477506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6477511.000000 Penalty: 5281.828613
	Iteration 25Q: 3 clusters Score -6477511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6477520.500000 Penalty: 5281.828613
	Iteration 26Q: 3 clusters Score -6477520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6477529.500000 Penalty: 5281.828613
	Iteration 27Q: 3 clusters Score -6477530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6477543.500000 Penalty: 5281.828613
	Iteration 28Q: 3 clusters Score -6477544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6477559.000000 Penalty: 5281.828613
	Iteration 29Q: 3 clusters Score -6477559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6477565.000000 Penalty: 5281.828613
	Iteration 30Q: 3 clusters Score -6477565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6477572.000000 Penalty: 5281.828613
	Iteration 31Q: 3 clusters Score -6477572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6477571.000000 Penalty: 5281.828613
	Iteration 32Q: 3 clusters Score -6477571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6477579.000000 Penalty: 5281.828613
	Iteration 33Q: 3 clusters Score -6477579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6477573.000000 Penalty: 5281.828613
	Iteration 34Q: 3 clusters Score -6477573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6477574.000000 Penalty: 5281.828613
	Iteration 35Q: 3 clusters Score -6477574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6477575.000000 Penalty: 5281.828613
	Iteration 36Q: 3 clusters Score -6477575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6477583.000000 Penalty: 5281.828613
	Iteration 37Q: 3 clusters Score -6477583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6477585.000000 Penalty: 5281.828613
	Iteration 38Q: 3 clusters Score -6477585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6477587.000000 Penalty: 5281.828613
	Iteration 39Q: 3 clusters Score -6477587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6477583.000000 Penalty: 5281.828613
	Iteration 40F: 3 clusters Score -6477583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6477588.500000 Penalty: 5281.828613
	Iteration 41Q: 3 clusters Score -6477588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6477588.500000 Penalty: 5281.828613
	Iteration 42F: 3 clusters Score -6477588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -2880130.000000 Penalty: 2438.347412
	Iteration 0F: 2 clusters Score -2880130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2866854.750000 Penalty: 4876.694824
	Iteration 0F: 3 clusters Score -2866855 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2871259.750000 Penalty: 4876.694824
	Iteration 1F: 3 clusters Score -2871260 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2871693.000000 Penalty: 4876.694824
	Iteration 2F: 3 clusters Score -2871693 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2872013.500000 Penalty: 4876.694824
	Iteration 3Q: 3 clusters Score -2872014 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2872375.750000 Penalty: 4876.694824
	Iteration 4Q: 3 clusters Score -2872376 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2872728.000000 Penalty: 4876.694824
	Iteration 5Q: 3 clusters Score -2872728 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2873116.750000 Penalty: 4876.694824
	Iteration 6Q: 3 clusters Score -2873117 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2873550.250000 Penalty: 4876.694824
	Iteration 7Q: 3 clusters Score -2873550 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2874034.000000 Penalty: 4876.694824
	Iteration 8Q: 3 clusters Score -2874034 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2874495.250000 Penalty: 4876.694824
	Iteration 9Q: 3 clusters Score -2874495 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2874949.000000 Penalty: 4876.694824
	Iteration 10Q: 3 clusters Score -2874949 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2875410.250000 Penalty: 4876.694824
	Iteration 11Q: 3 clusters Score -2875410 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2875834.750000 Penalty: 4876.694824
	Iteration 12Q: 3 clusters Score -2875835 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2876179.250000 Penalty: 4876.694824
	Iteration 13Q: 3 clusters Score -2876179 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2876450.500000 Penalty: 4876.694824
	Iteration 14Q: 3 clusters Score -2876450 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2876676.000000 Penalty: 4876.694824
	Iteration 15Q: 3 clusters Score -2876676 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2876839.250000 Penalty: 4876.694824
	Iteration 16Q: 3 clusters Score -2876839 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2876974.750000 Penalty: 4876.694824
	Iteration 17Q: 3 clusters Score -2876975 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2877087.000000 Penalty: 4876.694824
	Iteration 18Q: 3 clusters Score -2877087 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2877170.750000 Penalty: 4876.694824
	Iteration 19Q: 3 clusters Score -2877171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2877263.500000 Penalty: 4876.694824
	Iteration 20F: 3 clusters Score -2877264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2877343.750000 Penalty: 4876.694824
	Iteration 21Q: 3 clusters Score -2877344 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2877411.000000 Penalty: 4876.694824
	Iteration 22Q: 3 clusters Score -2877411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2877473.500000 Penalty: 4876.694824
	Iteration 23Q: 3 clusters Score -2877474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2877517.250000 Penalty: 4876.694824
	Iteration 24Q: 3 clusters Score -2877517 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2877582.000000 Penalty: 4876.694824
	Iteration 25Q: 3 clusters Score -2877582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2877629.750000 Penalty: 4876.694824
	Iteration 26Q: 3 clusters Score -2877630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2877687.750000 Penalty: 4876.694824
	Iteration 27Q: 3 clusters Score -2877688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2877737.000000 Penalty: 4876.694824
	Iteration 28Q: 3 clusters Score -2877737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2877775.500000 Penalty: 4876.694824
	Iteration 29Q: 3 clusters Score -2877776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2877806.250000 Penalty: 4876.694824
	Iteration 30Q: 3 clusters Score -2877806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2877825.750000 Penalty: 4876.694824
	Iteration 31Q: 3 clusters Score -2877826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2877852.250000 Penalty: 4876.694824
	Iteration 32Q: 3 clusters Score -2877852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2877869.500000 Penalty: 4876.694824
	Iteration 33Q: 3 clusters Score -2877870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2877886.000000 Penalty: 4876.694824
	Iteration 34Q: 3 clusters Score -2877886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2877905.500000 Penalty: 4876.694824
	Iteration 35Q: 3 clusters Score -2877906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2877914.750000 Penalty: 4876.694824
	Iteration 36Q: 3 clusters Score -2877915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2877928.000000 Penalty: 4876.694824
	Iteration 37Q: 3 clusters Score -2877928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2877936.000000 Penalty: 4876.694824
	Iteration 38Q: 3 clusters Score -2877936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2877944.000000 Penalty: 4876.694824
	Iteration 39Q: 3 clusters Score -2877944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2877953.750000 Penalty: 4876.694824
	Iteration 40F: 3 clusters Score -2877954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2877961.000000 Penalty: 4876.694824
	Iteration 41Q: 3 clusters Score -2877961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2877964.750000 Penalty: 4876.694824
	Iteration 42Q: 3 clusters Score -2877965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2877971.000000 Penalty: 4876.694824
	Iteration 43Q: 3 clusters Score -2877971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2877977.750000 Penalty: 4876.694824
	Iteration 44Q: 3 clusters Score -2877978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2877985.250000 Penalty: 4876.694824
	Iteration 45Q: 3 clusters Score -2877985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2877990.250000 Penalty: 4876.694824
	Iteration 46Q: 3 clusters Score -2877990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2877998.500000 Penalty: 4876.694824
	Iteration 47Q: 3 clusters Score -2877998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2878000.250000 Penalty: 4876.694824
	Iteration 48Q: 3 clusters Score -2878000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2878004.750000 Penalty: 4876.694824
	Iteration 49Q: 3 clusters Score -2878005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2878011.250000 Penalty: 4876.694824
	Iteration 50Q: 3 clusters Score -2878011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2878013.250000 Penalty: 4876.694824
	Iteration 51Q: 3 clusters Score -2878013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2878016.250000 Penalty: 4876.694824
	Iteration 52Q: 3 clusters Score -2878016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2878023.000000 Penalty: 4876.694824
	Iteration 53Q: 3 clusters Score -2878023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2878023.500000 Penalty: 4876.694824
	Iteration 54Q: 3 clusters Score -2878024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2878026.000000 Penalty: 4876.694824
	Iteration 55Q: 3 clusters Score -2878026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2878028.000000 Penalty: 4876.694824
	Iteration 56Q: 3 clusters Score -2878028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2878033.250000 Penalty: 4876.694824
	Iteration 57Q: 3 clusters Score -2878033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2878033.250000 Penalty: 4876.694824
	Iteration 58F: 3 clusters Score -2878033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124253.117188 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122430.164062 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122430.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122797.109375 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122797.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122970.609375 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122970.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123083.578125 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -123083.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123150.960938 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -123151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123211.398438 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -123211.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123244.320312 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -123244.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123275.078125 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -123275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123282.109375 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -123282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123290.585938 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -123290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123305.015625 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -123305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123314.000000 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -123314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123321.273438 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -123321.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123325.687500 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -123325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123327.046875 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -123327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123330.562500 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -123330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -123336.375000 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -123336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123341.257812 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -123341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123342.843750 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -123342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123343.953125 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -123344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123343.953125 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -123344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (59808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Entering Unmasked Estep 
Score: -9086816.000000 Penalty: 2727.725830
	Iteration 0F: 2 clusters Score -9086816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -9046630.000000 Penalty: 5455.451660
	Iteration 0F: 3 clusters Score -9046630 nChanged 27981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -9062236.000000 Penalty: 5455.451660
	Iteration 1F: 3 clusters Score -9062236 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -9062761.000000 Penalty: 5455.451660
	Iteration 2Q: 3 clusters Score -9062761 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -9063334.000000 Penalty: 5455.451660
	Iteration 3Q: 3 clusters Score -9063334 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -9063935.000000 Penalty: 5455.451660
	Iteration 4Q: 3 clusters Score -9063935 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -9064688.000000 Penalty: 5455.451660
	Iteration 5Q: 3 clusters Score -9064688 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -9065919.000000 Penalty: 5455.451660
	Iteration 6Q: 3 clusters Score -9065919 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -9067761.000000 Penalty: 5455.451660
	Iteration 7F: 3 clusters Score -9067761 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -9070684.000000 Penalty: 5455.451660
	Iteration 8F: 3 clusters Score -9070684 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -9074237.000000 Penalty: 5455.451660
	Iteration 9F: 3 clusters Score -9074237 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -9077854.000000 Penalty: 5455.451660
	Iteration 10F: 3 clusters Score -9077854 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -9080978.000000 Penalty: 5455.451660
	Iteration 11F: 3 clusters Score -9080978 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -9083012.000000 Penalty: 5455.451660
	Iteration 12Q: 3 clusters Score -9083012 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -9083847.000000 Penalty: 5455.451660
	Iteration 13Q: 3 clusters Score -9083847 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -9084135.000000 Penalty: 5455.451660
	Iteration 14Q: 3 clusters Score -9084135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -9084242.000000 Penalty: 5455.451660
	Iteration 15Q: 3 clusters Score -9084242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -9084321.000000 Penalty: 5455.451660
	Iteration 16Q: 3 clusters Score -9084321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -9084352.000000 Penalty: 5455.451660
	Iteration 17Q: 3 clusters Score -9084352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -9084384.000000 Penalty: 5455.451660
	Iteration 18Q: 3 clusters Score -9084384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -9084393.000000 Penalty: 5455.451660
	Iteration 19Q: 3 clusters Score -9084393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -9084389.000000 Penalty: 5455.451660
	Iteration 20F: 3 clusters Score -9084389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -9084402.000000 Penalty: 5455.451660
	Iteration 21Q: 3 clusters Score -9084402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -9084401.000000 Penalty: 5455.451660
	Iteration 22Q: 3 clusters Score -9084401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -9084401.000000 Penalty: 5455.451660
	Iteration 23Q: 3 clusters Score -9084401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -9084405.000000 Penalty: 5455.451660
	Iteration 24Q: 3 clusters Score -9084405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -9084406.000000 Penalty: 5455.451660
	Iteration 25Q: 3 clusters Score -9084406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -9084406.000000 Penalty: 5455.451660
	Iteration 26F: 3 clusters Score -9084406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -20523.414062 Penalty: 1276.578613
	Iteration 0F: 2 clusters Score -20523.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19522.031250 Penalty: 2553.157227
	Iteration 0F: 3 clusters Score -19522.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19599.082031 Penalty: 2553.157227
	Iteration 1F: 3 clusters Score -19599.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19646.443359 Penalty: 2553.157227
	Iteration 2Q: 3 clusters Score -19646.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19657.755859 Penalty: 2553.157227
	Iteration 3Q: 3 clusters Score -19657.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19676.074219 Penalty: 2553.157227
	Iteration 4Q: 3 clusters Score -19676.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19676.074219 Penalty: 2553.157227
	Iteration 5F: 3 clusters Score -19676.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -502922.250000 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -502922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -499403.437500 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -499403.4 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -500283.562500 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -500283.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -500525.093750 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -500525.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -500758.812500 Penalty: 4029.725586
	Iteration 3F: 3 clusters Score -500758.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -500962.593750 Penalty: 4029.725586
	Iteration 4F: 3 clusters Score -500962.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -501129.218750 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -501129.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -501275.062500 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -501275.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -501393.156250 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -501393.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -501468.875000 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -501468.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -501516.781250 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -501516.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -501570.343750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -501570.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -501610.906250 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -501610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -501631.875000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -501631.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -501652.093750 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -501652.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -501667.968750 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -501668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -501687.218750 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -501687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -501694.812500 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -501694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -501701.843750 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -501701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -501708.187500 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -501708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -501712.562500 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -501712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -501719.875000 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -501719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -501725.656250 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -501725.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -501728.781250 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -501728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -501732.531250 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -501732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -501736.718750 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -501736.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -501738.468750 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -501738.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -501740.718750 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -501740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501743.406250 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -501743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -501746.468750 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -501746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501748.250000 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -501748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -501751.343750 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -501751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -501753.906250 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -501753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -501757.218750 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -501757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -501761.875000 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -501761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -501768.281250 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -501768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -501776.312500 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -501776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -501783.187500 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -501783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -501793.875000 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -501793.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -501808.843750 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -501808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -501828.937500 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -501828.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -501862.343750 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -501862.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -501909.312500 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -501909.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -501979.062500 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -501979.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -502037.593750 Penalty: 4029.725586
	Iteration 43Q: 3 clusters Score -502037.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -502071.875000 Penalty: 4029.725586
	Iteration 44Q: 3 clusters Score -502071.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -502082.031250 Penalty: 4029.725586
	Iteration 45Q: 3 clusters Score -502082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502089.093750 Penalty: 4029.725586
	Iteration 46Q: 3 clusters Score -502089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -502092.312500 Penalty: 4029.725586
	Iteration 47Q: 3 clusters Score -502092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -502095.062500 Penalty: 4029.725586
	Iteration 48Q: 3 clusters Score -502095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -502100.593750 Penalty: 4029.725586
	Iteration 49Q: 3 clusters Score -502100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -502103.625000 Penalty: 4029.725586
	Iteration 50Q: 3 clusters Score -502103.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -502108.500000 Penalty: 4029.725586
	Iteration 51Q: 3 clusters Score -502108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -502109.343750 Penalty: 4029.725586
	Iteration 52Q: 3 clusters Score -502109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -502111.187500 Penalty: 4029.725586
	Iteration 53Q: 3 clusters Score -502111.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -502111.562500 Penalty: 4029.725586
	Iteration 54Q: 3 clusters Score -502111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -502112.343750 Penalty: 4029.725586
	Iteration 55Q: 3 clusters Score -502112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -502112.343750 Penalty: 4029.725586
	Iteration 56F: 3 clusters Score -502112.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Entering Unmasked Estep 
Score: -2725582.000000 Penalty: 2427.192383
	Iteration 0F: 2 clusters Score -2725582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2713020.000000 Penalty: 4854.384766
	Iteration 0F: 3 clusters Score -2713020 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2717062.000000 Penalty: 4854.384766
	Iteration 1F: 3 clusters Score -2717062 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2717373.000000 Penalty: 4854.384766
	Iteration 2F: 3 clusters Score -2717373 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2717646.000000 Penalty: 4854.384766
	Iteration 3Q: 3 clusters Score -2717646 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2717855.000000 Penalty: 4854.384766
	Iteration 4Q: 3 clusters Score -2717855 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2718061.500000 Penalty: 4854.384766
	Iteration 5Q: 3 clusters Score -2718062 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2718262.500000 Penalty: 4854.384766
	Iteration 6Q: 3 clusters Score -2718262 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2718511.000000 Penalty: 4854.384766
	Iteration 7Q: 3 clusters Score -2718511 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2718754.750000 Penalty: 4854.384766
	Iteration 8Q: 3 clusters Score -2718755 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2719084.250000 Penalty: 4854.384766
	Iteration 9Q: 3 clusters Score -2719084 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2719533.250000 Penalty: 4854.384766
	Iteration 10Q: 3 clusters Score -2719533 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2720096.000000 Penalty: 4854.384766
	Iteration 11Q: 3 clusters Score -2720096 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2720781.250000 Penalty: 4854.384766
	Iteration 12F: 3 clusters Score -2720781 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2721476.000000 Penalty: 4854.384766
	Iteration 13F: 3 clusters Score -2721476 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2722115.250000 Penalty: 4854.384766
	Iteration 14Q: 3 clusters Score -2722115 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2722626.750000 Penalty: 4854.384766
	Iteration 15Q: 3 clusters Score -2722627 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2722992.000000 Penalty: 4854.384766
	Iteration 16Q: 3 clusters Score -2722992 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2723185.250000 Penalty: 4854.384766
	Iteration 17Q: 3 clusters Score -2723185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2723292.500000 Penalty: 4854.384766
	Iteration 18Q: 3 clusters Score -2723292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2723342.500000 Penalty: 4854.384766
	Iteration 19Q: 3 clusters Score -2723342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2723375.750000 Penalty: 4854.384766
	Iteration 20F: 3 clusters Score -2723376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2723397.750000 Penalty: 4854.384766
	Iteration 21Q: 3 clusters Score -2723398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2723416.750000 Penalty: 4854.384766
	Iteration 22Q: 3 clusters Score -2723417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2723443.500000 Penalty: 4854.384766
	Iteration 23Q: 3 clusters Score -2723444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2723461.500000 Penalty: 4854.384766
	Iteration 24Q: 3 clusters Score -2723462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2723476.000000 Penalty: 4854.384766
	Iteration 25Q: 3 clusters Score -2723476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2723492.500000 Penalty: 4854.384766
	Iteration 26Q: 3 clusters Score -2723492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2723505.500000 Penalty: 4854.384766
	Iteration 27Q: 3 clusters Score -2723506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2723509.250000 Penalty: 4854.384766
	Iteration 28Q: 3 clusters Score -2723509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2723512.250000 Penalty: 4854.384766
	Iteration 29Q: 3 clusters Score -2723512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2723513.750000 Penalty: 4854.384766
	Iteration 30Q: 3 clusters Score -2723514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2723514.000000 Penalty: 4854.384766
	Iteration 31Q: 3 clusters Score -2723514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2723516.250000 Penalty: 4854.384766
	Iteration 32Q: 3 clusters Score -2723516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2723516.250000 Penalty: 4854.384766
	Iteration 33F: 3 clusters Score -2723516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -802130.500000 Penalty: 2132.358643
	Iteration 0F: 2 clusters Score -802130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -797346.000000 Penalty: 4264.717285
	Iteration 0F: 3 clusters Score -797346 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -798521.125000 Penalty: 4264.717285
	Iteration 1F: 3 clusters Score -798521.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -798853.812500 Penalty: 4264.717285
	Iteration 2F: 3 clusters Score -798853.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -799180.812500 Penalty: 4264.717285
	Iteration 3F: 3 clusters Score -799180.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -799524.625000 Penalty: 4264.717285
	Iteration 4F: 3 clusters Score -799524.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -799773.625000 Penalty: 4264.717285
	Iteration 5Q: 3 clusters Score -799773.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -799950.187500 Penalty: 4264.717285
	Iteration 6Q: 3 clusters Score -799950.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -800079.812500 Penalty: 4264.717285
	Iteration 7Q: 3 clusters Score -800079.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -800192.312500 Penalty: 4264.717285
	Iteration 8Q: 3 clusters Score -800192.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -800284.750000 Penalty: 4264.717285
	Iteration 9Q: 3 clusters Score -800284.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -800372.187500 Penalty: 4264.717285
	Iteration 10Q: 3 clusters Score -800372.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -800443.875000 Penalty: 4264.717285
	Iteration 11Q: 3 clusters Score -800443.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -800511.562500 Penalty: 4264.717285
	Iteration 12Q: 3 clusters Score -800511.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -800574.875000 Penalty: 4264.717285
	Iteration 13Q: 3 clusters Score -800574.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -800655.625000 Penalty: 4264.717285
	Iteration 14Q: 3 clusters Score -800655.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -800746.875000 Penalty: 4264.717285
	Iteration 15Q: 3 clusters Score -800746.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -800847.500000 Penalty: 4264.717285
	Iteration 16Q: 3 clusters Score -800847.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -800953.125000 Penalty: 4264.717285
	Iteration 17Q: 3 clusters Score -800953.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -801064.937500 Penalty: 4264.717285
	Iteration 18Q: 3 clusters Score -801064.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -801211.375000 Penalty: 4264.717285
	Iteration 19Q: 3 clusters Score -801211.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -801382.250000 Penalty: 4264.717285
	Iteration 20F: 3 clusters Score -801382.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -801523.000000 Penalty: 4264.717285
	Iteration 21Q: 3 clusters Score -801523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -801593.437500 Penalty: 4264.717285
	Iteration 22Q: 3 clusters Score -801593.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -801633.312500 Penalty: 4264.717285
	Iteration 23Q: 3 clusters Score -801633.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -801648.812500 Penalty: 4264.717285
	Iteration 24Q: 3 clusters Score -801648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -801657.937500 Penalty: 4264.717285
	Iteration 25Q: 3 clusters Score -801657.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -801662.437500 Penalty: 4264.717285
	Iteration 26Q: 3 clusters Score -801662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -801664.750000 Penalty: 4264.717285
	Iteration 27Q: 3 clusters Score -801664.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -801671.562500 Penalty: 4264.717285
	Iteration 28Q: 3 clusters Score -801671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -801676.562500 Penalty: 4264.717285
	Iteration 29Q: 3 clusters Score -801676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -801677.625000 Penalty: 4264.717285
	Iteration 30Q: 3 clusters Score -801677.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -801684.375000 Penalty: 4264.717285
	Iteration 31Q: 3 clusters Score -801684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -801686.437500 Penalty: 4264.717285
	Iteration 32Q: 3 clusters Score -801686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -801690.250000 Penalty: 4264.717285
	Iteration 33Q: 3 clusters Score -801690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -801699.187500 Penalty: 4264.717285
	Iteration 34Q: 3 clusters Score -801699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -801704.312500 Penalty: 4264.717285
	Iteration 35Q: 3 clusters Score -801704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -801707.125000 Penalty: 4264.717285
	Iteration 36Q: 3 clusters Score -801707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -801711.562500 Penalty: 4264.717285
	Iteration 37Q: 3 clusters Score -801711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -801711.062500 Penalty: 4264.717285
	Iteration 38Q: 3 clusters Score -801711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -801711.500000 Penalty: 4264.717285
	Iteration 39Q: 3 clusters Score -801711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -801711.500000 Penalty: 4264.717285
	Iteration 40F: 3 clusters Score -801711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Entering Unmasked Estep 
Score: -1885793.500000 Penalty: 2340.157715
	Iteration 0F: 2 clusters Score -1885794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1876414.000000 Penalty: 4680.315430
	Iteration 0F: 3 clusters Score -1876414 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1879279.000000 Penalty: 4680.315430
	Iteration 1F: 3 clusters Score -1879279 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1879631.125000 Penalty: 4680.315430
	Iteration 2F: 3 clusters Score -1879631 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1879913.000000 Penalty: 4680.315430
	Iteration 3F: 3 clusters Score -1879913 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1880171.500000 Penalty: 4680.315430
	Iteration 4Q: 3 clusters Score -1880172 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1880388.875000 Penalty: 4680.315430
	Iteration 5Q: 3 clusters Score -1880389 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1880591.125000 Penalty: 4680.315430
	Iteration 6Q: 3 clusters Score -1880591 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1880801.375000 Penalty: 4680.315430
	Iteration 7Q: 3 clusters Score -1880801 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1880996.500000 Penalty: 4680.315430
	Iteration 8Q: 3 clusters Score -1880996 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1881170.625000 Penalty: 4680.315430
	Iteration 9Q: 3 clusters Score -1881171 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1881312.750000 Penalty: 4680.315430
	Iteration 10Q: 3 clusters Score -1881313 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1881426.750000 Penalty: 4680.315430
	Iteration 11Q: 3 clusters Score -1881427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1881542.375000 Penalty: 4680.315430
	Iteration 12Q: 3 clusters Score -1881542 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1881650.875000 Penalty: 4680.315430
	Iteration 13Q: 3 clusters Score -1881651 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1881760.000000 Penalty: 4680.315430
	Iteration 14Q: 3 clusters Score -1881760 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1881857.250000 Penalty: 4680.315430
	Iteration 15Q: 3 clusters Score -1881857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1881954.500000 Penalty: 4680.315430
	Iteration 16Q: 3 clusters Score -1881954 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1882051.750000 Penalty: 4680.315430
	Iteration 17Q: 3 clusters Score -1882052 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1882163.750000 Penalty: 4680.315430
	Iteration 18Q: 3 clusters Score -1882164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1882315.250000 Penalty: 4680.315430
	Iteration 19Q: 3 clusters Score -1882315 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1882476.500000 Penalty: 4680.315430
	Iteration 20F: 3 clusters Score -1882476 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1882640.875000 Penalty: 4680.315430
	Iteration 21Q: 3 clusters Score -1882641 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1882788.750000 Penalty: 4680.315430
	Iteration 22Q: 3 clusters Score -1882789 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1882945.250000 Penalty: 4680.315430
	Iteration 23Q: 3 clusters Score -1882945 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1883096.500000 Penalty: 4680.315430
	Iteration 24Q: 3 clusters Score -1883096 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1883261.500000 Penalty: 4680.315430
	Iteration 25Q: 3 clusters Score -1883262 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1883404.125000 Penalty: 4680.315430
	Iteration 26Q: 3 clusters Score -1883404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1883533.750000 Penalty: 4680.315430
	Iteration 27Q: 3 clusters Score -1883534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1883629.125000 Penalty: 4680.315430
	Iteration 28Q: 3 clusters Score -1883629 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1883703.500000 Penalty: 4680.315430
	Iteration 29Q: 3 clusters Score -1883704 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1883765.375000 Penalty: 4680.315430
	Iteration 30Q: 3 clusters Score -1883765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1883809.250000 Penalty: 4680.315430
	Iteration 31Q: 3 clusters Score -1883809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1883840.000000 Penalty: 4680.315430
	Iteration 32Q: 3 clusters Score -1883840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1883869.000000 Penalty: 4680.315430
	Iteration 33Q: 3 clusters Score -1883869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1883893.750000 Penalty: 4680.315430
	Iteration 34Q: 3 clusters Score -1883894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1883908.500000 Penalty: 4680.315430
	Iteration 35Q: 3 clusters Score -1883908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1883917.500000 Penalty: 4680.315430
	Iteration 36Q: 3 clusters Score -1883918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1883924.875000 Penalty: 4680.315430
	Iteration 37Q: 3 clusters Score -1883925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1883927.000000 Penalty: 4680.315430
	Iteration 38Q: 3 clusters Score -1883927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1883933.750000 Penalty: 4680.315430
	Iteration 39Q: 3 clusters Score -1883934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1883938.500000 Penalty: 4680.315430
	Iteration 40F: 3 clusters Score -1883938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1883944.625000 Penalty: 4680.315430
	Iteration 41Q: 3 clusters Score -1883945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1883947.000000 Penalty: 4680.315430
	Iteration 42Q: 3 clusters Score -1883947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1883950.125000 Penalty: 4680.315430
	Iteration 43Q: 3 clusters Score -1883950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1883949.375000 Penalty: 4680.315430
	Iteration 44Q: 3 clusters Score -1883949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1883948.000000 Penalty: 4680.315430
	Iteration 45Q: 3 clusters Score -1883948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1883953.375000 Penalty: 4680.315430
	Iteration 46Q: 3 clusters Score -1883953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1883957.250000 Penalty: 4680.315430
	Iteration 47Q: 3 clusters Score -1883957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1883960.750000 Penalty: 4680.315430
	Iteration 48Q: 3 clusters Score -1883961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1883962.125000 Penalty: 4680.315430
	Iteration 49Q: 3 clusters Score -1883962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1883960.250000 Penalty: 4680.315430
	Iteration 50Q: 3 clusters Score -1883960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1883960.000000 Penalty: 4680.315430
	Iteration 51Q: 3 clusters Score -1883960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1883961.500000 Penalty: 4680.315430
	Iteration 52Q: 3 clusters Score -1883962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1883961.500000 Penalty: 4680.315430
	Iteration 53F: 3 clusters Score -1883962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Entering Unmasked Estep 
Score: -4060773.250000 Penalty: 2528.572998
	Iteration 0F: 2 clusters Score -4060773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4042374.000000 Penalty: 5057.145996
	Iteration 0F: 3 clusters Score -4042374 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4048915.000000 Penalty: 5057.145996
	Iteration 1F: 3 clusters Score -4048915 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4049431.000000 Penalty: 5057.145996
	Iteration 2F: 3 clusters Score -4049431 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4049895.250000 Penalty: 5057.145996
	Iteration 3Q: 3 clusters Score -4049895 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4050415.500000 Penalty: 5057.145996
	Iteration 4Q: 3 clusters Score -4050416 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4051135.000000 Penalty: 5057.145996
	Iteration 5F: 3 clusters Score -4051135 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4052057.250000 Penalty: 5057.145996
	Iteration 6F: 3 clusters Score -4052057 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4053144.500000 Penalty: 5057.145996
	Iteration 7F: 3 clusters Score -4053144 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4054266.750000 Penalty: 5057.145996
	Iteration 8F: 3 clusters Score -4054267 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4055422.250000 Penalty: 5057.145996
	Iteration 9F: 3 clusters Score -4055422 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4056454.750000 Penalty: 5057.145996
	Iteration 10Q: 3 clusters Score -4056455 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4057267.000000 Penalty: 5057.145996
	Iteration 11Q: 3 clusters Score -4057267 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4057815.750000 Penalty: 5057.145996
	Iteration 12Q: 3 clusters Score -4057816 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4058109.750000 Penalty: 5057.145996
	Iteration 13Q: 3 clusters Score -4058110 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4058287.500000 Penalty: 5057.145996
	Iteration 14Q: 3 clusters Score -4058288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4058388.750000 Penalty: 5057.145996
	Iteration 15Q: 3 clusters Score -4058389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4058465.750000 Penalty: 5057.145996
	Iteration 16Q: 3 clusters Score -4058466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4058518.500000 Penalty: 5057.145996
	Iteration 17Q: 3 clusters Score -4058518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4058546.500000 Penalty: 5057.145996
	Iteration 18Q: 3 clusters Score -4058546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4058574.000000 Penalty: 5057.145996
	Iteration 19Q: 3 clusters Score -4058574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4058590.500000 Penalty: 5057.145996
	Iteration 20F: 3 clusters Score -4058590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4058601.250000 Penalty: 5057.145996
	Iteration 21Q: 3 clusters Score -4058601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4058614.000000 Penalty: 5057.145996
	Iteration 22Q: 3 clusters Score -4058614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4058615.250000 Penalty: 5057.145996
	Iteration 23Q: 3 clusters Score -4058615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4058616.500000 Penalty: 5057.145996
	Iteration 24Q: 3 clusters Score -4058616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4058618.250000 Penalty: 5057.145996
	Iteration 25Q: 3 clusters Score -4058618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4058618.250000 Penalty: 5057.145996
	Iteration 26Q: 3 clusters Score -4058618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4058618.500000 Penalty: 5057.145996
	Iteration 27Q: 3 clusters Score -4058618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4058621.500000 Penalty: 5057.145996
	Iteration 28Q: 3 clusters Score -4058622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4058619.000000 Penalty: 5057.145996
	Iteration 29Q: 3 clusters Score -4058619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4058621.500000 Penalty: 5057.145996
	Iteration 30Q: 3 clusters Score -4058622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4058620.750000 Penalty: 5057.145996
	Iteration 31Q: 3 clusters Score -4058621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4058620.750000 Penalty: 5057.145996
	Iteration 32F: 3 clusters Score -4058621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Entering Unmasked Estep 
Score: -3202950.250000 Penalty: 2481.017334
	Iteration 0F: 2 clusters Score -3202950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3187538.750000 Penalty: 4962.034668
	Iteration 0F: 3 clusters Score -3187539 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3193135.000000 Penalty: 4962.034668
	Iteration 1F: 3 clusters Score -3193135 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3193799.250000 Penalty: 4962.034668
	Iteration 2F: 3 clusters Score -3193799 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3194506.500000 Penalty: 4962.034668
	Iteration 3F: 3 clusters Score -3194506 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3195195.500000 Penalty: 4962.034668
	Iteration 4F: 3 clusters Score -3195196 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3195944.500000 Penalty: 4962.034668
	Iteration 5F: 3 clusters Score -3195944 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3196773.000000 Penalty: 4962.034668
	Iteration 6F: 3 clusters Score -3196773 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3197604.250000 Penalty: 4962.034668
	Iteration 7F: 3 clusters Score -3197604 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3198408.250000 Penalty: 4962.034668
	Iteration 8Q: 3 clusters Score -3198408 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3199135.500000 Penalty: 4962.034668
	Iteration 9Q: 3 clusters Score -3199136 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3199735.250000 Penalty: 4962.034668
	Iteration 10Q: 3 clusters Score -3199735 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3200252.250000 Penalty: 4962.034668
	Iteration 11Q: 3 clusters Score -3200252 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3200593.500000 Penalty: 4962.034668
	Iteration 12Q: 3 clusters Score -3200594 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3200801.500000 Penalty: 4962.034668
	Iteration 13Q: 3 clusters Score -3200802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3200922.000000 Penalty: 4962.034668
	Iteration 14Q: 3 clusters Score -3200922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3201012.750000 Penalty: 4962.034668
	Iteration 15Q: 3 clusters Score -3201013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3201087.250000 Penalty: 4962.034668
	Iteration 16Q: 3 clusters Score -3201087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3201116.750000 Penalty: 4962.034668
	Iteration 17Q: 3 clusters Score -3201117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3201135.250000 Penalty: 4962.034668
	Iteration 18Q: 3 clusters Score -3201135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3201147.250000 Penalty: 4962.034668
	Iteration 19Q: 3 clusters Score -3201147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3201157.500000 Penalty: 4962.034668
	Iteration 20F: 3 clusters Score -3201158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3201171.250000 Penalty: 4962.034668
	Iteration 21Q: 3 clusters Score -3201171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3201180.750000 Penalty: 4962.034668
	Iteration 22Q: 3 clusters Score -3201181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3201183.750000 Penalty: 4962.034668
	Iteration 23Q: 3 clusters Score -3201184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3201189.000000 Penalty: 4962.034668
	Iteration 24Q: 3 clusters Score -3201189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3201192.000000 Penalty: 4962.034668
	Iteration 25Q: 3 clusters Score -3201192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3201192.500000 Penalty: 4962.034668
	Iteration 26Q: 3 clusters Score -3201192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3201196.250000 Penalty: 4962.034668
	Iteration 27Q: 3 clusters Score -3201196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3201195.750000 Penalty: 4962.034668
	Iteration 28Q: 3 clusters Score -3201196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3201195.750000 Penalty: 4962.034668
	Iteration 29F: 3 clusters Score -3201196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20993.142578 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20993.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21073.330078 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21073.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21098.701172 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21098.701172 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -21098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Entering Unmasked Estep 
Score: -2274926.500000 Penalty: 2404.463623
	Iteration 0F: 2 clusters Score -2274926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2263262.750000 Penalty: 4808.927246
	Iteration 0F: 3 clusters Score -2263263 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2267426.250000 Penalty: 4808.927246
	Iteration 1F: 3 clusters Score -2267426 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2268097.750000 Penalty: 4808.927246
	Iteration 2F: 3 clusters Score -2268098 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2268764.250000 Penalty: 4808.927246
	Iteration 3F: 3 clusters Score -2268764 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2269440.750000 Penalty: 4808.927246
	Iteration 4F: 3 clusters Score -2269441 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2270011.250000 Penalty: 4808.927246
	Iteration 5F: 3 clusters Score -2270011 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2270472.750000 Penalty: 4808.927246
	Iteration 6F: 3 clusters Score -2270473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2270849.750000 Penalty: 4808.927246
	Iteration 7Q: 3 clusters Score -2270850 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2271163.500000 Penalty: 4808.927246
	Iteration 8Q: 3 clusters Score -2271164 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2271441.750000 Penalty: 4808.927246
	Iteration 9Q: 3 clusters Score -2271442 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2271672.750000 Penalty: 4808.927246
	Iteration 10Q: 3 clusters Score -2271673 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2271852.750000 Penalty: 4808.927246
	Iteration 11Q: 3 clusters Score -2271853 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2272001.750000 Penalty: 4808.927246
	Iteration 12Q: 3 clusters Score -2272002 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2272140.750000 Penalty: 4808.927246
	Iteration 13Q: 3 clusters Score -2272141 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2272252.750000 Penalty: 4808.927246
	Iteration 14Q: 3 clusters Score -2272253 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2272344.000000 Penalty: 4808.927246
	Iteration 15Q: 3 clusters Score -2272344 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2272454.750000 Penalty: 4808.927246
	Iteration 16Q: 3 clusters Score -2272455 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2272549.000000 Penalty: 4808.927246
	Iteration 17Q: 3 clusters Score -2272549 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2272647.000000 Penalty: 4808.927246
	Iteration 18Q: 3 clusters Score -2272647 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2272733.500000 Penalty: 4808.927246
	Iteration 19Q: 3 clusters Score -2272734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2272821.500000 Penalty: 4808.927246
	Iteration 20F: 3 clusters Score -2272822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2272905.250000 Penalty: 4808.927246
	Iteration 21Q: 3 clusters Score -2272905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2272986.250000 Penalty: 4808.927246
	Iteration 22Q: 3 clusters Score -2272986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2273046.000000 Penalty: 4808.927246
	Iteration 23Q: 3 clusters Score -2273046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2273097.750000 Penalty: 4808.927246
	Iteration 24Q: 3 clusters Score -2273098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2273134.250000 Penalty: 4808.927246
	Iteration 25Q: 3 clusters Score -2273134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2273170.750000 Penalty: 4808.927246
	Iteration 26Q: 3 clusters Score -2273171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2273203.750000 Penalty: 4808.927246
	Iteration 27Q: 3 clusters Score -2273204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2273241.000000 Penalty: 4808.927246
	Iteration 28Q: 3 clusters Score -2273241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2273271.750000 Penalty: 4808.927246
	Iteration 29Q: 3 clusters Score -2273272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2273297.000000 Penalty: 4808.927246
	Iteration 30Q: 3 clusters Score -2273297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2273316.250000 Penalty: 4808.927246
	Iteration 31Q: 3 clusters Score -2273316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2273325.750000 Penalty: 4808.927246
	Iteration 32Q: 3 clusters Score -2273326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2273336.500000 Penalty: 4808.927246
	Iteration 33Q: 3 clusters Score -2273336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2273346.750000 Penalty: 4808.927246
	Iteration 34Q: 3 clusters Score -2273347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2273361.500000 Penalty: 4808.927246
	Iteration 35Q: 3 clusters Score -2273362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2273377.250000 Penalty: 4808.927246
	Iteration 36Q: 3 clusters Score -2273377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2273388.000000 Penalty: 4808.927246
	Iteration 37Q: 3 clusters Score -2273388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2273396.250000 Penalty: 4808.927246
	Iteration 38Q: 3 clusters Score -2273396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2273402.750000 Penalty: 4808.927246
	Iteration 39Q: 3 clusters Score -2273403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2273416.250000 Penalty: 4808.927246
	Iteration 40F: 3 clusters Score -2273416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2273427.000000 Penalty: 4808.927246
	Iteration 41Q: 3 clusters Score -2273427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2273437.500000 Penalty: 4808.927246
	Iteration 42Q: 3 clusters Score -2273438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2273445.750000 Penalty: 4808.927246
	Iteration 43Q: 3 clusters Score -2273446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2273451.250000 Penalty: 4808.927246
	Iteration 44Q: 3 clusters Score -2273451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2273460.750000 Penalty: 4808.927246
	Iteration 45Q: 3 clusters Score -2273461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2273473.250000 Penalty: 4808.927246
	Iteration 46Q: 3 clusters Score -2273473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2273477.250000 Penalty: 4808.927246
	Iteration 47Q: 3 clusters Score -2273477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2273481.000000 Penalty: 4808.927246
	Iteration 48Q: 3 clusters Score -2273481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2273485.250000 Penalty: 4808.927246
	Iteration 49Q: 3 clusters Score -2273485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2273491.000000 Penalty: 4808.927246
	Iteration 50Q: 3 clusters Score -2273491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2273489.500000 Penalty: 4808.927246
	Iteration 51Q: 3 clusters Score -2273490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2273497.750000 Penalty: 4808.927246
	Iteration 52Q: 3 clusters Score -2273498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2273494.250000 Penalty: 4808.927246
	Iteration 53Q: 3 clusters Score -2273494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2273494.750000 Penalty: 4808.927246
	Iteration 54Q: 3 clusters Score -2273495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2273503.250000 Penalty: 4808.927246
	Iteration 55Q: 3 clusters Score -2273503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2273505.750000 Penalty: 4808.927246
	Iteration 56Q: 3 clusters Score -2273506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2273508.000000 Penalty: 4808.927246
	Iteration 57Q: 3 clusters Score -2273508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2273517.250000 Penalty: 4808.927246
	Iteration 58Q: 3 clusters Score -2273517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2273524.500000 Penalty: 4808.927246
	Iteration 59Q: 3 clusters Score -2273524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2273522.750000 Penalty: 4808.927246
	Iteration 60F: 3 clusters Score -2273523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2273533.500000 Penalty: 4808.927246
	Iteration 61Q: 3 clusters Score -2273534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2273536.250000 Penalty: 4808.927246
	Iteration 62Q: 3 clusters Score -2273536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2273541.000000 Penalty: 4808.927246
	Iteration 63Q: 3 clusters Score -2273541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2273550.500000 Penalty: 4808.927246
	Iteration 64Q: 3 clusters Score -2273550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2273565.500000 Penalty: 4808.927246
	Iteration 65Q: 3 clusters Score -2273566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2273570.000000 Penalty: 4808.927246
	Iteration 66Q: 3 clusters Score -2273570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2273575.000000 Penalty: 4808.927246
	Iteration 67Q: 3 clusters Score -2273575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2273577.250000 Penalty: 4808.927246
	Iteration 68Q: 3 clusters Score -2273577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2273580.500000 Penalty: 4808.927246
	Iteration 69Q: 3 clusters Score -2273580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2273580.500000 Penalty: 4808.927246
	Iteration 70Q: 3 clusters Score -2273580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2273585.750000 Penalty: 4808.927246
	Iteration 71Q: 3 clusters Score -2273586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2273586.500000 Penalty: 4808.927246
	Iteration 72Q: 3 clusters Score -2273586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2273590.500000 Penalty: 4808.927246
	Iteration 73Q: 3 clusters Score -2273590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2273591.500000 Penalty: 4808.927246
	Iteration 74Q: 3 clusters Score -2273592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2273598.750000 Penalty: 4808.927246
	Iteration 75Q: 3 clusters Score -2273599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2273600.250000 Penalty: 4808.927246
	Iteration 76Q: 3 clusters Score -2273600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2273599.500000 Penalty: 4808.927246
	Iteration 77Q: 3 clusters Score -2273600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2273602.250000 Penalty: 4808.927246
	Iteration 78Q: 3 clusters Score -2273602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2273601.000000 Penalty: 4808.927246
	Iteration 79Q: 3 clusters Score -2273601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2273599.750000 Penalty: 4808.927246
	Iteration 80F: 3 clusters Score -2273600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2273602.500000 Penalty: 4808.927246
	Iteration 81Q: 3 clusters Score -2273602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2273600.750000 Penalty: 4808.927246
	Iteration 82Q: 3 clusters Score -2273601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2273602.500000 Penalty: 4808.927246
	Iteration 83Q: 3 clusters Score -2273602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2273600.750000 Penalty: 4808.927246
	Iteration 84Q: 3 clusters Score -2273601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2273597.500000 Penalty: 4808.927246
	Iteration 85Q: 3 clusters Score -2273598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2273597.500000 Penalty: 4808.927246
	Iteration 86F: 3 clusters Score -2273598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Entering Unmasked Estep 
Score: -2347209.500000 Penalty: 2391.439453
	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 7715 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2336125.000000 Penalty: 4782.878906
	Iteration 0F: 3 clusters Score -2336125 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2339783.500000 Penalty: 4782.878906
	Iteration 1F: 3 clusters Score -2339784 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2340456.500000 Penalty: 4782.878906
	Iteration 2F: 3 clusters Score -2340456 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2341142.250000 Penalty: 4782.878906
	Iteration 3F: 3 clusters Score -2341142 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2341916.000000 Penalty: 4782.878906
	Iteration 4F: 3 clusters Score -2341916 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2342687.750000 Penalty: 4782.878906
	Iteration 5F: 3 clusters Score -2342688 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2343348.000000 Penalty: 4782.878906
	Iteration 6F: 3 clusters Score -2343348 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2343914.750000 Penalty: 4782.878906
	Iteration 7F: 3 clusters Score -2343915 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2344334.000000 Penalty: 4782.878906
	Iteration 8Q: 3 clusters Score -2344334 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2344566.000000 Penalty: 4782.878906
	Iteration 9Q: 3 clusters Score -2344566 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2344717.750000 Penalty: 4782.878906
	Iteration 10Q: 3 clusters Score -2344718 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2344827.500000 Penalty: 4782.878906
	Iteration 11Q: 3 clusters Score -2344828 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2344923.500000 Penalty: 4782.878906
	Iteration 12Q: 3 clusters Score -2344924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2345019.500000 Penalty: 4782.878906
	Iteration 13Q: 3 clusters Score -2345020 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2345089.750000 Penalty: 4782.878906
	Iteration 14Q: 3 clusters Score -2345090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2345161.500000 Penalty: 4782.878906
	Iteration 15Q: 3 clusters Score -2345162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2345228.500000 Penalty: 4782.878906
	Iteration 16Q: 3 clusters Score -2345228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2345274.000000 Penalty: 4782.878906
	Iteration 17Q: 3 clusters Score -2345274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2345318.500000 Penalty: 4782.878906
	Iteration 18Q: 3 clusters Score -2345318 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2345355.000000 Penalty: 4782.878906
	Iteration 19Q: 3 clusters Score -2345355 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2345394.250000 Penalty: 4782.878906
	Iteration 20F: 3 clusters Score -2345394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2345422.000000 Penalty: 4782.878906
	Iteration 21Q: 3 clusters Score -2345422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2345453.000000 Penalty: 4782.878906
	Iteration 22Q: 3 clusters Score -2345453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2345477.500000 Penalty: 4782.878906
	Iteration 23Q: 3 clusters Score -2345478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2345490.750000 Penalty: 4782.878906
	Iteration 24Q: 3 clusters Score -2345491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2345510.500000 Penalty: 4782.878906
	Iteration 25Q: 3 clusters Score -2345510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2345525.250000 Penalty: 4782.878906
	Iteration 26Q: 3 clusters Score -2345525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2345531.500000 Penalty: 4782.878906
	Iteration 27Q: 3 clusters Score -2345532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2345546.000000 Penalty: 4782.878906
	Iteration 28Q: 3 clusters Score -2345546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2345565.750000 Penalty: 4782.878906
	Iteration 29Q: 3 clusters Score -2345566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2345573.500000 Penalty: 4782.878906
	Iteration 30Q: 3 clusters Score -2345574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2345584.000000 Penalty: 4782.878906
	Iteration 31Q: 3 clusters Score -2345584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2345594.000000 Penalty: 4782.878906
	Iteration 32Q: 3 clusters Score -2345594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2345605.750000 Penalty: 4782.878906
	Iteration 33Q: 3 clusters Score -2345606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2345622.250000 Penalty: 4782.878906
	Iteration 34Q: 3 clusters Score -2345622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2345638.000000 Penalty: 4782.878906
	Iteration 35Q: 3 clusters Score -2345638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2345640.500000 Penalty: 4782.878906
	Iteration 36Q: 3 clusters Score -2345640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2345649.750000 Penalty: 4782.878906
	Iteration 37Q: 3 clusters Score -2345650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2345663.750000 Penalty: 4782.878906
	Iteration 38Q: 3 clusters Score -2345664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2345674.750000 Penalty: 4782.878906
	Iteration 39Q: 3 clusters Score -2345675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2345694.750000 Penalty: 4782.878906
	Iteration 40F: 3 clusters Score -2345695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2345712.000000 Penalty: 4782.878906
	Iteration 41Q: 3 clusters Score -2345712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2345723.750000 Penalty: 4782.878906
	Iteration 42Q: 3 clusters Score -2345724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2345751.250000 Penalty: 4782.878906
	Iteration 43Q: 3 clusters Score -2345751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2345777.250000 Penalty: 4782.878906
	Iteration 44Q: 3 clusters Score -2345777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2345797.500000 Penalty: 4782.878906
	Iteration 45Q: 3 clusters Score -2345798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2345830.250000 Penalty: 4782.878906
	Iteration 46Q: 3 clusters Score -2345830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2345856.000000 Penalty: 4782.878906
	Iteration 47Q: 3 clusters Score -2345856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2345881.500000 Penalty: 4782.878906
	Iteration 48Q: 3 clusters Score -2345882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2345946.000000 Penalty: 4782.878906
	Iteration 49Q: 3 clusters Score -2345946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2346037.250000 Penalty: 4782.878906
	Iteration 50Q: 3 clusters Score -2346037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2346179.500000 Penalty: 4782.878906
	Iteration 51Q: 3 clusters Score -2346180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2346310.250000 Penalty: 4782.878906
	Iteration 52Q: 3 clusters Score -2346310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2346385.500000 Penalty: 4782.878906
	Iteration 53Q: 3 clusters Score -2346386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2346406.500000 Penalty: 4782.878906
	Iteration 54Q: 3 clusters Score -2346406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2346426.000000 Penalty: 4782.878906
	Iteration 55Q: 3 clusters Score -2346426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2346433.000000 Penalty: 4782.878906
	Iteration 56Q: 3 clusters Score -2346433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2346435.250000 Penalty: 4782.878906
	Iteration 57Q: 3 clusters Score -2346435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2346438.750000 Penalty: 4782.878906
	Iteration 58Q: 3 clusters Score -2346439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2346436.250000 Penalty: 4782.878906
	Iteration 59Q: 3 clusters Score -2346436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2346439.000000 Penalty: 4782.878906
	Iteration 60F: 3 clusters Score -2346439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2346438.000000 Penalty: 4782.878906
	Iteration 61Q: 3 clusters Score -2346438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2346446.250000 Penalty: 4782.878906
	Iteration 62Q: 3 clusters Score -2346446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2346446.000000 Penalty: 4782.878906
	Iteration 63Q: 3 clusters Score -2346446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2346446.500000 Penalty: 4782.878906
	Iteration 64Q: 3 clusters Score -2346446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2346447.750000 Penalty: 4782.878906
	Iteration 65Q: 3 clusters Score -2346448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2346447.750000 Penalty: 4782.878906
	Iteration 66F: 3 clusters Score -2346448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -356516.125000 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -356516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -353588.406250 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -353588.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -354237.343750 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -354237.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -354443.656250 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -354443.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -354579.156250 Penalty: 3888.013672
	Iteration 3F: 3 clusters Score -354579.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -354714.250000 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -354714.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354843.000000 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -354843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -354943.531250 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -354943.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355024.031250 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -355024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -355085.750000 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -355085.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -355144.750000 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -355144.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -355198.781250 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -355198.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -355250.000000 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -355250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -355287.406250 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -355287.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -355312.281250 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -355312.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -355333.531250 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -355333.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -355347.125000 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -355347.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -355357.843750 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -355357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -355367.937500 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -355367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -355385.718750 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -355385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -355400.875000 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -355400.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -355419.406250 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -355419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -355441.687500 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -355441.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -355487.437500 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -355487.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355521.562500 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -355521.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -355559.468750 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -355559.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -355588.781250 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -355588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -355618.031250 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -355618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -355668.968750 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -355669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -355710.687500 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -355710.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -355745.093750 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -355745.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -355780.562500 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -355780.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -355806.312500 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -355806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -355819.687500 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -355819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -355822.312500 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -355822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355828.468750 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -355828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355831.406250 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -355831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -355833.968750 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -355834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -355835.250000 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -355835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355836.375000 Penalty: 3888.013672
	Iteration 38Q: 3 clusters Score -355836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -355837.500000 Penalty: 3888.013672
	Iteration 39Q: 3 clusters Score -355837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -355837.000000 Penalty: 3888.013672
	Iteration 40F: 3 clusters Score -355837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Entering Unmasked Estep 
Score: -5613920.000000 Penalty: 2609.093018
	Iteration 0F: 2 clusters Score -5613920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5588854.500000 Penalty: 5218.186035
	Iteration 0F: 3 clusters Score -5588854 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5598089.500000 Penalty: 5218.186035
	Iteration 1F: 3 clusters Score -5598090 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5598623.500000 Penalty: 5218.186035
	Iteration 2Q: 3 clusters Score -5598624 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -5599103.000000 Penalty: 5218.186035
	Iteration 3Q: 3 clusters Score -5599103 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5599680.500000 Penalty: 5218.186035
	Iteration 4Q: 3 clusters Score -5599680 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5600341.500000 Penalty: 5218.186035
	Iteration 5Q: 3 clusters Score -5600342 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5601285.000000 Penalty: 5218.186035
	Iteration 6Q: 3 clusters Score -5601285 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5602494.000000 Penalty: 5218.186035
	Iteration 7F: 3 clusters Score -5602494 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5604003.500000 Penalty: 5218.186035
	Iteration 8F: 3 clusters Score -5604004 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5605626.000000 Penalty: 5218.186035
	Iteration 9F: 3 clusters Score -5605626 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5607116.000000 Penalty: 5218.186035
	Iteration 10F: 3 clusters Score -5607116 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5608286.000000 Penalty: 5218.186035
	Iteration 11Q: 3 clusters Score -5608286 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5609137.500000 Penalty: 5218.186035
	Iteration 12Q: 3 clusters Score -5609138 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5609755.500000 Penalty: 5218.186035
	Iteration 13Q: 3 clusters Score -5609756 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5610154.000000 Penalty: 5218.186035
	Iteration 14Q: 3 clusters Score -5610154 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -5610401.000000 Penalty: 5218.186035
	Iteration 15Q: 3 clusters Score -5610401 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5610564.500000 Penalty: 5218.186035
	Iteration 16Q: 3 clusters Score -5610564 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -5610717.500000 Penalty: 5218.186035
	Iteration 17Q: 3 clusters Score -5610718 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5610816.000000 Penalty: 5218.186035
	Iteration 18Q: 3 clusters Score -5610816 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -5610907.500000 Penalty: 5218.186035
	Iteration 19Q: 3 clusters Score -5610908 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5610970.500000 Penalty: 5218.186035
	Iteration 20F: 3 clusters Score -5610970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5611056.000000 Penalty: 5218.186035
	Iteration 21Q: 3 clusters Score -5611056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -5611133.500000 Penalty: 5218.186035
	Iteration 22Q: 3 clusters Score -5611134 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5611188.000000 Penalty: 5218.186035
	Iteration 23Q: 3 clusters Score -5611188 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -5611236.500000 Penalty: 5218.186035
	Iteration 24Q: 3 clusters Score -5611236 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5611280.500000 Penalty: 5218.186035
	Iteration 25Q: 3 clusters Score -5611280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -5611329.500000 Penalty: 5218.186035
	Iteration 26Q: 3 clusters Score -5611330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -5611415.000000 Penalty: 5218.186035
	Iteration 27Q: 3 clusters Score -5611415 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5611511.000000 Penalty: 5218.186035
	Iteration 28Q: 3 clusters Score -5611511 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -5611614.000000 Penalty: 5218.186035
	Iteration 29Q: 3 clusters Score -5611614 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5611702.500000 Penalty: 5218.186035
	Iteration 30Q: 3 clusters Score -5611702 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5611772.000000 Penalty: 5218.186035
	Iteration 31Q: 3 clusters Score -5611772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5611860.500000 Penalty: 5218.186035
	Iteration 32Q: 3 clusters Score -5611860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5611952.000000 Penalty: 5218.186035
	Iteration 33Q: 3 clusters Score -5611952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -5612036.000000 Penalty: 5218.186035
	Iteration 34Q: 3 clusters Score -5612036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5612112.000000 Penalty: 5218.186035
	Iteration 35Q: 3 clusters Score -5612112 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5612180.000000 Penalty: 5218.186035
	Iteration 36Q: 3 clusters Score -5612180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5612217.500000 Penalty: 5218.186035
	Iteration 37Q: 3 clusters Score -5612218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5612264.000000 Penalty: 5218.186035
	Iteration 38Q: 3 clusters Score -5612264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -5612291.000000 Penalty: 5218.186035
	Iteration 39Q: 3 clusters Score -5612291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -5612332.000000 Penalty: 5218.186035
	Iteration 40F: 3 clusters Score -5612332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5612347.500000 Penalty: 5218.186035
	Iteration 41Q: 3 clusters Score -5612348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5612371.500000 Penalty: 5218.186035
	Iteration 42Q: 3 clusters Score -5612372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -5612392.000000 Penalty: 5218.186035
	Iteration 43Q: 3 clusters Score -5612392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -5612407.000000 Penalty: 5218.186035
	Iteration 44Q: 3 clusters Score -5612407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -5612406.500000 Penalty: 5218.186035
	Iteration 45Q: 3 clusters Score -5612406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -5612422.500000 Penalty: 5218.186035
	Iteration 46Q: 3 clusters Score -5612422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -5612419.000000 Penalty: 5218.186035
	Iteration 47Q: 3 clusters Score -5612419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -5612433.500000 Penalty: 5218.186035
	Iteration 48Q: 3 clusters Score -5612434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5612437.000000 Penalty: 5218.186035
	Iteration 49Q: 3 clusters Score -5612437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5612444.500000 Penalty: 5218.186035
	Iteration 50Q: 3 clusters Score -5612444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5612443.000000 Penalty: 5218.186035
	Iteration 51Q: 3 clusters Score -5612443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5612449.500000 Penalty: 5218.186035
	Iteration 52Q: 3 clusters Score -5612450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -5612442.000000 Penalty: 5218.186035
	Iteration 53Q: 3 clusters Score -5612442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -5612450.000000 Penalty: 5218.186035
	Iteration 54Q: 3 clusters Score -5612450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5612453.500000 Penalty: 5218.186035
	Iteration 55Q: 3 clusters Score -5612454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5612455.500000 Penalty: 5218.186035
	Iteration 56Q: 3 clusters Score -5612456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5612451.000000 Penalty: 5218.186035
	Iteration 57Q: 3 clusters Score -5612451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5612446.500000 Penalty: 5218.186035
	Iteration 58Q: 3 clusters Score -5612446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5612445.500000 Penalty: 5218.186035
	Iteration 59Q: 3 clusters Score -5612446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -5612447.000000 Penalty: 5218.186035
	Iteration 60F: 3 clusters Score -5612447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -5612444.500000 Penalty: 5218.186035
	Iteration 61Q: 3 clusters Score -5612444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5612445.000000 Penalty: 5218.186035
	Iteration 62Q: 3 clusters Score -5612445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5612448.000000 Penalty: 5218.186035
	Iteration 63Q: 3 clusters Score -5612448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -5612446.500000 Penalty: 5218.186035
	Iteration 64Q: 3 clusters Score -5612446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5612447.500000 Penalty: 5218.186035
	Iteration 65Q: 3 clusters Score -5612448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5612442.500000 Penalty: 5218.186035
	Iteration 66Q: 3 clusters Score -5612442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5612438.000000 Penalty: 5218.186035
	Iteration 67Q: 3 clusters Score -5612438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -5612438.000000 Penalty: 5218.186035
	Iteration 68F: 3 clusters Score -5612438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 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 78 members 
Entering Unmasked Estep 
Score: -15390.250000 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15390.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15527.500977 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15587.223633 Penalty: 2443.917969
	Iteration 2F: 3 clusters Score -15587.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -15663.386719 Penalty: 2443.917969
	Iteration 3F: 3 clusters Score -15663.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -15691.708984 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15691.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -15717.867188 Penalty: 2443.917969
	Iteration 5Q: 3 clusters Score -15717.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15727.962891 Penalty: 2443.917969
	Iteration 6Q: 3 clusters Score -15727.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -15727.962891 Penalty: 2443.917969
	Iteration 7F: 3 clusters Score -15727.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -91198.843750 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -91198.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89631.023438 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -89631.02 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89907.328125 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -89907.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90013.179688 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -90013.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90096.109375 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -90096.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90144.156250 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -90144.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90249.570312 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -90249.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90301.500000 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -90301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -90319.539062 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -90319.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90327.156250 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -90327.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90328.484375 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -90328.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90335.750000 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -90335.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90339.414062 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -90339.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90352.171875 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -90352.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90356.562500 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -90356.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90358.742188 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -90358.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90358.742188 Penalty: 3237.867188
	Iteration 15F: 3 clusters Score -90358.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -429582.906250 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -429582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -426397.687500 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -426397.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -427013.750000 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -427013.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -427180.843750 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -427180.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -427270.000000 Penalty: 3951.254883
	Iteration 3Q: 3 clusters Score -427270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -427332.937500 Penalty: 3951.254883
	Iteration 4Q: 3 clusters Score -427332.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -427382.437500 Penalty: 3951.254883
	Iteration 5Q: 3 clusters Score -427382.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -427419.750000 Penalty: 3951.254883
	Iteration 6Q: 3 clusters Score -427419.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -427443.125000 Penalty: 3951.254883
	Iteration 7Q: 3 clusters Score -427443.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -427463.812500 Penalty: 3951.254883
	Iteration 8Q: 3 clusters Score -427463.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -427478.968750 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -427479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -427491.187500 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -427491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -427499.187500 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -427499.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -427507.562500 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -427507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -427517.187500 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -427517.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -427525.062500 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -427525.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -427529.312500 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -427529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -427534.468750 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -427534.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -427539.500000 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -427539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -427546.000000 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -427546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -427552.156250 Penalty: 3951.254883
	Iteration 19Q: 3 clusters Score -427552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -427556.468750 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -427556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -427558.062500 Penalty: 3951.254883
	Iteration 21Q: 3 clusters Score -427558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -427559.468750 Penalty: 3951.254883
	Iteration 22Q: 3 clusters Score -427559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -427561.531250 Penalty: 3951.254883
	Iteration 23Q: 3 clusters Score -427561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -427563.531250 Penalty: 3951.254883
	Iteration 24Q: 3 clusters Score -427563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -427565.781250 Penalty: 3951.254883
	Iteration 25Q: 3 clusters Score -427565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -427568.156250 Penalty: 3951.254883
	Iteration 26Q: 3 clusters Score -427568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -427570.343750 Penalty: 3951.254883
	Iteration 27Q: 3 clusters Score -427570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -427570.750000 Penalty: 3951.254883
	Iteration 28Q: 3 clusters Score -427570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -427571.125000 Penalty: 3951.254883
	Iteration 29Q: 3 clusters Score -427571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -427571.625000 Penalty: 3951.254883
	Iteration 30Q: 3 clusters Score -427571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -427571.437500 Penalty: 3951.254883
	Iteration 31Q: 3 clusters Score -427571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -427571.437500 Penalty: 3951.254883
	Iteration 32F: 3 clusters Score -427571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -720516.437500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -720516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -716107.437500 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -716107.4 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -717158.375000 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -717158.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -717442.437500 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -717442.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -717635.937500 Penalty: 4207.678711
	Iteration 3F: 3 clusters Score -717635.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -717806.250000 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -717806.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -717955.625000 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -717955.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -718098.125000 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -718098.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -718223.687500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -718223.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -718327.875000 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -718327.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -718419.750000 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -718419.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -718501.562500 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -718501.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -718568.312500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -718568.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -718633.375000 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -718633.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -718683.000000 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -718683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -718722.187500 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -718722.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -718758.062500 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -718758.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -718784.750000 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -718784.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -718807.812500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -718807.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -718831.750000 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -718831.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -718851.000000 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -718851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -718865.562500 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -718865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -718873.375000 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -718873.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -718883.187500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -718883.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -718894.500000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -718894.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -718907.687500 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -718907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -718914.000000 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -718914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -718924.937500 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -718924.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -718932.000000 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -718932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -718940.812500 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -718940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -718944.687500 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -718944.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -718951.812500 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -718951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -718960.062500 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -718960.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -718965.312500 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -718965.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -718973.312500 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -718973.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -718974.375000 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -718974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -718976.062500 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -718976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -718979.250000 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -718979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -718981.062500 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -718981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -718982.687500 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -718982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -718984.625000 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -718984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -718983.875000 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -718983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -718983.875000 Penalty: 4207.678711
	Iteration 41Q: 3 clusters Score -718983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -718985.312500 Penalty: 4207.678711
	Iteration 42Q: 3 clusters Score -718985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -718985.312500 Penalty: 4207.678711
	Iteration 43F: 3 clusters Score -718985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Entering Unmasked Estep 
Score: -510560.906250 Penalty: 2016.619629
	Iteration 0F: 2 clusters Score -510560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -507051.656250 Penalty: 4033.239258
	Iteration 0F: 3 clusters Score -507051.7 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -507803.562500 Penalty: 4033.239258
	Iteration 1F: 3 clusters Score -507803.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -508060.937500 Penalty: 4033.239258
	Iteration 2F: 3 clusters Score -508060.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -508274.281250 Penalty: 4033.239258
	Iteration 3F: 3 clusters Score -508274.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -508458.906250 Penalty: 4033.239258
	Iteration 4F: 3 clusters Score -508458.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -508589.750000 Penalty: 4033.239258
	Iteration 5Q: 3 clusters Score -508589.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -508711.500000 Penalty: 4033.239258
	Iteration 6Q: 3 clusters Score -508711.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -508825.250000 Penalty: 4033.239258
	Iteration 7Q: 3 clusters Score -508825.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -508910.843750 Penalty: 4033.239258
	Iteration 8Q: 3 clusters Score -508910.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -508976.593750 Penalty: 4033.239258
	Iteration 9Q: 3 clusters Score -508976.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -509030.031250 Penalty: 4033.239258
	Iteration 10Q: 3 clusters Score -509030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -509067.593750 Penalty: 4033.239258
	Iteration 11Q: 3 clusters Score -509067.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -509091.531250 Penalty: 4033.239258
	Iteration 12Q: 3 clusters Score -509091.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -509107.000000 Penalty: 4033.239258
	Iteration 13Q: 3 clusters Score -509107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -509118.187500 Penalty: 4033.239258
	Iteration 14Q: 3 clusters Score -509118.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -509134.187500 Penalty: 4033.239258
	Iteration 15Q: 3 clusters Score -509134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -509149.437500 Penalty: 4033.239258
	Iteration 16Q: 3 clusters Score -509149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -509162.062500 Penalty: 4033.239258
	Iteration 17Q: 3 clusters Score -509162.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -509176.312500 Penalty: 4033.239258
	Iteration 18Q: 3 clusters Score -509176.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -509188.250000 Penalty: 4033.239258
	Iteration 19Q: 3 clusters Score -509188.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -509198.593750 Penalty: 4033.239258
	Iteration 20F: 3 clusters Score -509198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -509205.281250 Penalty: 4033.239258
	Iteration 21Q: 3 clusters Score -509205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -509216.656250 Penalty: 4033.239258
	Iteration 22Q: 3 clusters Score -509216.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -509232.843750 Penalty: 4033.239258
	Iteration 23Q: 3 clusters Score -509232.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -509251.750000 Penalty: 4033.239258
	Iteration 24Q: 3 clusters Score -509251.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -509265.656250 Penalty: 4033.239258
	Iteration 25Q: 3 clusters Score -509265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -509272.843750 Penalty: 4033.239258
	Iteration 26Q: 3 clusters Score -509272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -509279.218750 Penalty: 4033.239258
	Iteration 27Q: 3 clusters Score -509279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -509282.593750 Penalty: 4033.239258
	Iteration 28Q: 3 clusters Score -509282.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -509285.968750 Penalty: 4033.239258
	Iteration 29Q: 3 clusters Score -509286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -509289.468750 Penalty: 4033.239258
	Iteration 30Q: 3 clusters Score -509289.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -509293.593750 Penalty: 4033.239258
	Iteration 31Q: 3 clusters Score -509293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -509299.562500 Penalty: 4033.239258
	Iteration 32Q: 3 clusters Score -509299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -509305.062500 Penalty: 4033.239258
	Iteration 33Q: 3 clusters Score -509305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -509310.437500 Penalty: 4033.239258
	Iteration 34Q: 3 clusters Score -509310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -509317.625000 Penalty: 4033.239258
	Iteration 35Q: 3 clusters Score -509317.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -509323.343750 Penalty: 4033.239258
	Iteration 36Q: 3 clusters Score -509323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -509330.468750 Penalty: 4033.239258
	Iteration 37Q: 3 clusters Score -509330.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -509336.781250 Penalty: 4033.239258
	Iteration 38Q: 3 clusters Score -509336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -509341.625000 Penalty: 4033.239258
	Iteration 39Q: 3 clusters Score -509341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -509343.500000 Penalty: 4033.239258
	Iteration 40F: 3 clusters Score -509343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -509346.937500 Penalty: 4033.239258
	Iteration 41Q: 3 clusters Score -509346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -509354.062500 Penalty: 4033.239258
	Iteration 42Q: 3 clusters Score -509354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -509357.437500 Penalty: 4033.239258
	Iteration 43Q: 3 clusters Score -509357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -509360.125000 Penalty: 4033.239258
	Iteration 44Q: 3 clusters Score -509360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -509363.156250 Penalty: 4033.239258
	Iteration 45Q: 3 clusters Score -509363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -509362.125000 Penalty: 4033.239258
	Iteration 46Q: 3 clusters Score -509362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -509362.125000 Penalty: 4033.239258
	Iteration 47F: 3 clusters Score -509362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -352703.000000 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -352703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -349917.125000 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -349917.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -350435.750000 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -350435.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -350574.250000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -350574.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -350713.343750 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -350713.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -350897.312500 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -350897.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -351146.187500 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -351146.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -351386.656250 Penalty: 3841.736084
	Iteration 6F: 3 clusters Score -351386.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -351505.406250 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -351505.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351578.406250 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -351578.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -351638.843750 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -351638.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351686.312500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -351686.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -351727.656250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -351727.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -351779.875000 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -351779.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -351827.625000 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -351827.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -351869.812500 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -351869.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -351903.375000 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -351903.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -351938.593750 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -351938.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -351967.843750 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -351967.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -351992.312500 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -351992.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352008.093750 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -352008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -352018.375000 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -352018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -352030.125000 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -352030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -352037.968750 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -352038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -352047.250000 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -352047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -352056.843750 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -352056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -352067.531250 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -352067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -352073.031250 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -352073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -352080.906250 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -352080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -352086.656250 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -352086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -352089.218750 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -352089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -352093.875000 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -352093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -352097.062500 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -352097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -352099.125000 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -352099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -352101.375000 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -352101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -352102.812500 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -352102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -352103.343750 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -352103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -352105.625000 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -352105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -352107.500000 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -352107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -352107.500000 Penalty: 3841.736084
	Iteration 38F: 3 clusters Score -352107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -452411.312500 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -452411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -448923.343750 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -448923.3 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -449889.031250 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -449889 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -450463.625000 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -450463.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -451106.000000 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -451106 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -451500.562500 Penalty: 4037.017822
	Iteration 4F: 3 clusters Score -451500.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -451669.125000 Penalty: 4037.017822
	Iteration 5F: 3 clusters Score -451669.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -451763.875000 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -451763.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -451837.843750 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -451837.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -451868.312500 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -451868.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451882.937500 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -451882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451888.343750 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -451888.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451892.031250 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -451892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -451895.656250 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -451895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451898.687500 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -451898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451900.687500 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -451900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -451905.968750 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -451906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -451912.562500 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -451912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -451916.281250 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -451916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451920.281250 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -451920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451921.875000 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -451921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -451922.781250 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -451922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -451923.093750 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -451923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -451922.687500 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -451922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -451924.187500 Penalty: 4037.017822
	Iteration 23Q: 3 clusters Score -451924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -451924.687500 Penalty: 4037.017822
	Iteration 24Q: 3 clusters Score -451924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -451924.687500 Penalty: 4037.017822
	Iteration 25F: 3 clusters Score -451924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -187615.328125 Penalty: 1789.926025
	Iteration 0F: 2 clusters Score -187615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -185485.109375 Penalty: 3579.852051
	Iteration 0F: 3 clusters Score -185485.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -185937.062500 Penalty: 3579.852051
	Iteration 1F: 3 clusters Score -185937.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186149.000000 Penalty: 3579.852051
	Iteration 2F: 3 clusters Score -186149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -186369.718750 Penalty: 3579.852051
	Iteration 3F: 3 clusters Score -186369.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186654.406250 Penalty: 3579.852051
	Iteration 4F: 3 clusters Score -186654.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -186875.750000 Penalty: 3579.852051
	Iteration 5F: 3 clusters Score -186875.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -187042.156250 Penalty: 3579.852051
	Iteration 6F: 3 clusters Score -187042.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -187130.640625 Penalty: 3579.852051
	Iteration 7Q: 3 clusters Score -187130.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187202.953125 Penalty: 3579.852051
	Iteration 8Q: 3 clusters Score -187203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -187248.750000 Penalty: 3579.852051
	Iteration 9Q: 3 clusters Score -187248.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187277.328125 Penalty: 3579.852051
	Iteration 10Q: 3 clusters Score -187277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -187294.375000 Penalty: 3579.852051
	Iteration 11Q: 3 clusters Score -187294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -187304.812500 Penalty: 3579.852051
	Iteration 12Q: 3 clusters Score -187304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187309.187500 Penalty: 3579.852051
	Iteration 13Q: 3 clusters Score -187309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -187313.000000 Penalty: 3579.852051
	Iteration 14Q: 3 clusters Score -187313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -187319.500000 Penalty: 3579.852051
	Iteration 15Q: 3 clusters Score -187319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187323.703125 Penalty: 3579.852051
	Iteration 16Q: 3 clusters Score -187323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -187325.453125 Penalty: 3579.852051
	Iteration 17Q: 3 clusters Score -187325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -187326.218750 Penalty: 3579.852051
	Iteration 18Q: 3 clusters Score -187326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -187328.421875 Penalty: 3579.852051
	Iteration 19Q: 3 clusters Score -187328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -187329.968750 Penalty: 3579.852051
	Iteration 20F: 3 clusters Score -187330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -187333.671875 Penalty: 3579.852051
	Iteration 21Q: 3 clusters Score -187333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187334.093750 Penalty: 3579.852051
	Iteration 22Q: 3 clusters Score -187334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -187334.093750 Penalty: 3579.852051
	Iteration 23F: 3 clusters Score -187334.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -621106.250000 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -621106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -617076.937500 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -617076.9 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -617971.187500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -617971.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -618137.187500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -618137.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -618250.625000 Penalty: 4147.639160
	Iteration 3Q: 3 clusters Score -618250.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -618349.125000 Penalty: 4147.639160
	Iteration 4Q: 3 clusters Score -618349.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -618423.312500 Penalty: 4147.639160
	Iteration 5Q: 3 clusters Score -618423.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -618483.312500 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -618483.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -618530.875000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -618530.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -618572.062500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -618572.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -618609.937500 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -618609.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -618641.625000 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -618641.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -618669.312500 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -618669.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -618687.000000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -618687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -618697.875000 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -618697.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -618708.875000 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -618708.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -618717.562500 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -618717.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -618725.250000 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -618725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -618733.812500 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -618733.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -618738.562500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -618738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -618747.750000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -618747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -618760.375000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -618760.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -618770.187500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -618770.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -618777.625000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -618777.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -618788.125000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -618788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -618795.187500 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -618795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -618801.625000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -618801.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -618805.812500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -618805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -618807.687500 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -618807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -618810.937500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -618810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -618814.625000 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -618814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -618817.812500 Penalty: 4147.639160
	Iteration 30Q: 3 clusters Score -618817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -618821.562500 Penalty: 4147.639160
	Iteration 31Q: 3 clusters Score -618821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -618827.500000 Penalty: 4147.639160
	Iteration 32Q: 3 clusters Score -618827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -618829.250000 Penalty: 4147.639160
	Iteration 33Q: 3 clusters Score -618829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -618832.625000 Penalty: 4147.639160
	Iteration 34Q: 3 clusters Score -618832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -618835.312500 Penalty: 4147.639160
	Iteration 35Q: 3 clusters Score -618835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -618837.375000 Penalty: 4147.639160
	Iteration 36Q: 3 clusters Score -618837.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -618839.187500 Penalty: 4147.639160
	Iteration 37Q: 3 clusters Score -618839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -618839.437500 Penalty: 4147.639160
	Iteration 38Q: 3 clusters Score -618839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -618839.312500 Penalty: 4147.639160
	Iteration 39Q: 3 clusters Score -618839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -618839.687500 Penalty: 4147.639160
	Iteration 40F: 3 clusters Score -618839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93047.718750 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93047.72 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 351 members 
Entering Unmasked Estep 
Score: -91529.187500 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91529.19 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92059.820312 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -92059.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92199.257812 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -92199.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92286.156250 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -92286.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92313.093750 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -92313.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92333.929688 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92333.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92368.257812 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92368.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92375.640625 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92375.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92386.140625 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92386.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92399.429688 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92399.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92401.359375 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92401.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92403.281250 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -92403.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92406.789062 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -92406.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92409.328125 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -92409.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92410.515625 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -92410.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92412.851562 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -92412.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92413.617188 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -92413.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -92414.851562 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -92414.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92415.531250 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -92415.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92415.531250 Penalty: 3265.371094
	Iteration 19F: 3 clusters Score -92415.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (145315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Entering Unmasked Estep 
Score: -22369438.000000 Penalty: 2947.891357
	Iteration 0F: 2 clusters Score -2.236944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -22292188.000000 Penalty: 5895.782715
	Iteration 0F: 3 clusters Score -2.229219e+07 nChanged 69511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -22332380.000000 Penalty: 5895.782715
	Iteration 1F: 3 clusters Score -2.233238e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -22333414.000000 Penalty: 5895.782715
	Iteration 2Q: 3 clusters Score -2.233341e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -22334454.000000 Penalty: 5895.782715
	Iteration 3Q: 3 clusters Score -2.233445e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -22335672.000000 Penalty: 5895.782715
	Iteration 4Q: 3 clusters Score -2.233567e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -22337254.000000 Penalty: 5895.782715
	Iteration 5Q: 3 clusters Score -2.233725e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -22339998.000000 Penalty: 5895.782715
	Iteration 6Q: 3 clusters Score -2.234e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -22344162.000000 Penalty: 5895.782715
	Iteration 7F: 3 clusters Score -2.234416e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -22350122.000000 Penalty: 5895.782715
	Iteration 8F: 3 clusters Score -2.235012e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -22357038.000000 Penalty: 5895.782715
	Iteration 9F: 3 clusters Score -2.235704e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116685 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -22362458.000000 Penalty: 5895.782715
	Iteration 10F: 3 clusters Score -2.236246e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122691 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -22365676.000000 Penalty: 5895.782715
	Iteration 11Q: 3 clusters Score -2.236568e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126648 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -22367268.000000 Penalty: 5895.782715
	Iteration 12Q: 3 clusters Score -2.236727e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129139 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -22367914.000000 Penalty: 5895.782715
	Iteration 13Q: 3 clusters Score -2.236791e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130911 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -22368296.000000 Penalty: 5895.782715
	Iteration 14Q: 3 clusters Score -2.23683e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132290 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -22368294.000000 Penalty: 5895.782715
	Iteration 15Q: 3 clusters Score -2.236829e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -22368198.000000 Penalty: 5895.782715
	Iteration 16Q: 3 clusters Score -2.23682e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -22368190.000000 Penalty: 5895.782715
	Iteration 17Q: 3 clusters Score -2.236819e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -22368154.000000 Penalty: 5895.782715
	Iteration 18Q: 3 clusters Score -2.236815e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135738 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -22368168.000000 Penalty: 5895.782715
	Iteration 19Q: 3 clusters Score -2.236817e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136332 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -22368190.000000 Penalty: 5895.782715
	Iteration 20F: 3 clusters Score -2.236819e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136877 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -22368080.000000 Penalty: 5895.782715
	Iteration 21Q: 3 clusters Score -2.236808e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -22368108.000000 Penalty: 5895.782715
	Iteration 22Q: 3 clusters Score -2.236811e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -22368158.000000 Penalty: 5895.782715
	Iteration 23Q: 3 clusters Score -2.236816e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -22368186.000000 Penalty: 5895.782715
	Iteration 24Q: 3 clusters Score -2.236819e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138564 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -22368160.000000 Penalty: 5895.782715
	Iteration 25Q: 3 clusters Score -2.236816e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138890 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -22368154.000000 Penalty: 5895.782715
	Iteration 26Q: 3 clusters Score -2.236815e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139135 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -22368224.000000 Penalty: 5895.782715
	Iteration 27Q: 3 clusters Score -2.236822e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139392 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -22368148.000000 Penalty: 5895.782715
	Iteration 28Q: 3 clusters Score -2.236815e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139633 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -22368116.000000 Penalty: 5895.782715
	Iteration 29Q: 3 clusters Score -2.236812e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139840 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -22368104.000000 Penalty: 5895.782715
	Iteration 30Q: 3 clusters Score -2.23681e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140018 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -22368146.000000 Penalty: 5895.782715
	Iteration 31Q: 3 clusters Score -2.236815e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140208 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -22368140.000000 Penalty: 5895.782715
	Iteration 32Q: 3 clusters Score -2.236814e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140376 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -22368218.000000 Penalty: 5895.782715
	Iteration 33Q: 3 clusters Score -2.236822e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140538 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22368190.000000 Penalty: 5895.782715
	Iteration 34Q: 3 clusters Score -2.236819e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140719 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -22368232.000000 Penalty: 5895.782715
	Iteration 35Q: 3 clusters Score -2.236823e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -22368202.000000 Penalty: 5895.782715
	Iteration 36Q: 3 clusters Score -2.23682e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22368286.000000 Penalty: 5895.782715
	Iteration 37Q: 3 clusters Score -2.236829e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141117 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -22368236.000000 Penalty: 5895.782715
	Iteration 38Q: 3 clusters Score -2.236824e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141227 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -22368312.000000 Penalty: 5895.782715
	Iteration 39Q: 3 clusters Score -2.236831e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141327 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -22368376.000000 Penalty: 5895.782715
	Iteration 40F: 3 clusters Score -2.236838e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -22368438.000000 Penalty: 5895.782715
	Iteration 41Q: 3 clusters Score -2.236844e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -22368504.000000 Penalty: 5895.782715
	Iteration 42Q: 3 clusters Score -2.23685e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141511 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22368542.000000 Penalty: 5895.782715
	Iteration 43Q: 3 clusters Score -2.236854e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -22368574.000000 Penalty: 5895.782715
	Iteration 44Q: 3 clusters Score -2.236857e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -22368602.000000 Penalty: 5895.782715
	Iteration 45Q: 3 clusters Score -2.23686e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -22368628.000000 Penalty: 5895.782715
	Iteration 46Q: 3 clusters Score -2.236863e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -22368648.000000 Penalty: 5895.782715
	Iteration 47Q: 3 clusters Score -2.236865e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -22368636.000000 Penalty: 5895.782715
	Iteration 48Q: 3 clusters Score -2.236864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -22368648.000000 Penalty: 5895.782715
	Iteration 49Q: 3 clusters Score -2.236865e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -22368668.000000 Penalty: 5895.782715
	Iteration 50Q: 3 clusters Score -2.236867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -22368660.000000 Penalty: 5895.782715
	Iteration 51Q: 3 clusters Score -2.236866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -22368634.000000 Penalty: 5895.782715
	Iteration 52Q: 3 clusters Score -2.236863e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22368660.000000 Penalty: 5895.782715
	Iteration 53Q: 3 clusters Score -2.236866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22368682.000000 Penalty: 5895.782715
	Iteration 54Q: 3 clusters Score -2.236868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141948 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -22368704.000000 Penalty: 5895.782715
	Iteration 55Q: 3 clusters Score -2.23687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -22368700.000000 Penalty: 5895.782715
	Iteration 56Q: 3 clusters Score -2.23687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141983 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22368676.000000 Penalty: 5895.782715
	Iteration 57Q: 3 clusters Score -2.236868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -22368684.000000 Penalty: 5895.782715
	Iteration 58Q: 3 clusters Score -2.236868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22368658.000000 Penalty: 5895.782715
	Iteration 59Q: 3 clusters Score -2.236866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142016 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22368668.000000 Penalty: 5895.782715
	Iteration 60F: 3 clusters Score -2.236867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22368652.000000 Penalty: 5895.782715
	Iteration 61Q: 3 clusters Score -2.236865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -22368692.000000 Penalty: 5895.782715
	Iteration 62Q: 3 clusters Score -2.236869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142038 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22368696.000000 Penalty: 5895.782715
	Iteration 63Q: 3 clusters Score -2.23687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142047 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -22368696.000000 Penalty: 5895.782715
	Iteration 64Q: 3 clusters Score -2.23687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142053 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -22368708.000000 Penalty: 5895.782715
	Iteration 65Q: 3 clusters Score -2.236871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142057 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -22368716.000000 Penalty: 5895.782715
	Iteration 66Q: 3 clusters Score -2.236872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -22368738.000000 Penalty: 5895.782715
	Iteration 67Q: 3 clusters Score -2.236874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142078 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22368722.000000 Penalty: 5895.782715
	Iteration 68Q: 3 clusters Score -2.236872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -22368712.000000 Penalty: 5895.782715
	Iteration 69Q: 3 clusters Score -2.236871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -22368698.000000 Penalty: 5895.782715
	Iteration 70Q: 3 clusters Score -2.23687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -22368720.000000 Penalty: 5895.782715
	Iteration 71Q: 3 clusters Score -2.236872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22368742.000000 Penalty: 5895.782715
	Iteration 72Q: 3 clusters Score -2.236874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142121 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22368734.000000 Penalty: 5895.782715
	Iteration 73Q: 3 clusters Score -2.236873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142129 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22368736.000000 Penalty: 5895.782715
	Iteration 74Q: 3 clusters Score -2.236874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142138 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -22368750.000000 Penalty: 5895.782715
	Iteration 75Q: 3 clusters Score -2.236875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22368754.000000 Penalty: 5895.782715
	Iteration 76Q: 3 clusters Score -2.236875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142144 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22368748.000000 Penalty: 5895.782715
	Iteration 77Q: 3 clusters Score -2.236875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142146 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -22368740.000000 Penalty: 5895.782715
	Iteration 78Q: 3 clusters Score -2.236874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -22368748.000000 Penalty: 5895.782715
	Iteration 79Q: 3 clusters Score -2.236875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142147 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22368744.000000 Penalty: 5895.782715
	Iteration 80F: 3 clusters Score -2.236874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -94848.171875 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -94848.17 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 400 members 
Entering Unmasked Estep 
Score: -93207.968750 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -93207.97 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93728.179688 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -93728.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94088.906250 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -94088.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94370.664062 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -94370.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -94561.210938 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -94561.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94645.742188 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -94645.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94689.890625 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -94689.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94702.476562 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -94702.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94716.382812 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -94716.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94738.546875 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -94738.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94761.601562 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -94761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94765.945312 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -94765.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94770.562500 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -94770.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94776.265625 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -94776.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94779.156250 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -94779.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94783.984375 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -94783.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94783.984375 Penalty: 3330.228516
	Iteration 16F: 3 clusters Score -94783.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24633.330078 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24633.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24727.474609 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24727.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24802.021484 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -24802.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24821.851562 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24821.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24856.603516 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24856.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24860.570312 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -24860.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -24860.570312 Penalty: 2647.418945
	Iteration 6F: 3 clusters Score -24860.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -388772.062500 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -388772.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -385739.437500 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -385739.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -386341.718750 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -386341.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -386494.562500 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -386494.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -386565.218750 Penalty: 3910.936768
	Iteration 3Q: 3 clusters Score -386565.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -386615.843750 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -386615.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -386666.593750 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -386666.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -386705.593750 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -386705.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -386738.531250 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -386738.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -386779.312500 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -386779.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -386821.875000 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -386821.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -386852.906250 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -386852.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -386878.750000 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -386878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -386901.937500 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -386901.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -386922.625000 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -386922.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -386940.812500 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -386940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -386956.750000 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -386956.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -386967.906250 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -386967.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -386977.812500 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -386977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -386985.562500 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -386985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -386991.062500 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -386991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -386992.656250 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -386992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -386995.968750 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -386996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386997.656250 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -386997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -386999.062500 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -386999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -387001.187500 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -387001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -387001.437500 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -387001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -387004.218750 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -387004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -387008.562500 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -387008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -387014.500000 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -387014.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -387021.093750 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -387021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -387025.531250 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -387025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -387029.062500 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -387029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -387034.906250 Penalty: 3910.936768
	Iteration 32Q: 3 clusters Score -387034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -387037.562500 Penalty: 3910.936768
	Iteration 33Q: 3 clusters Score -387037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -387038.593750 Penalty: 3910.936768
	Iteration 34Q: 3 clusters Score -387038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -387039.000000 Penalty: 3910.936768
	Iteration 35Q: 3 clusters Score -387039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -387040.718750 Penalty: 3910.936768
	Iteration 36Q: 3 clusters Score -387040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -387040.718750 Penalty: 3910.936768
	Iteration 37F: 3 clusters Score -387040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Entering Unmasked Estep 
Score: -3116213.500000 Penalty: 2464.440674
	Iteration 0F: 2 clusters Score -3116214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3101675.500000 Penalty: 4928.881348
	Iteration 0F: 3 clusters Score -3101676 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3106579.750000 Penalty: 4928.881348
	Iteration 1F: 3 clusters Score -3106580 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3107032.000000 Penalty: 4928.881348
	Iteration 2F: 3 clusters Score -3107032 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3107399.250000 Penalty: 4928.881348
	Iteration 3Q: 3 clusters Score -3107399 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3107731.000000 Penalty: 4928.881348
	Iteration 4Q: 3 clusters Score -3107731 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3108086.750000 Penalty: 4928.881348
	Iteration 5Q: 3 clusters Score -3108087 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3108542.250000 Penalty: 4928.881348
	Iteration 6Q: 3 clusters Score -3108542 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3109151.000000 Penalty: 4928.881348
	Iteration 7F: 3 clusters Score -3109151 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3109981.750000 Penalty: 4928.881348
	Iteration 8F: 3 clusters Score -3109982 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3110992.000000 Penalty: 4928.881348
	Iteration 9F: 3 clusters Score -3110992 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3112031.250000 Penalty: 4928.881348
	Iteration 10F: 3 clusters Score -3112031 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3112924.250000 Penalty: 4928.881348
	Iteration 11Q: 3 clusters Score -3112924 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3113575.250000 Penalty: 4928.881348
	Iteration 12Q: 3 clusters Score -3113575 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3114007.250000 Penalty: 4928.881348
	Iteration 13Q: 3 clusters Score -3114007 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3114215.000000 Penalty: 4928.881348
	Iteration 14Q: 3 clusters Score -3114215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3114338.250000 Penalty: 4928.881348
	Iteration 15Q: 3 clusters Score -3114338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3114434.500000 Penalty: 4928.881348
	Iteration 16Q: 3 clusters Score -3114434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3114530.000000 Penalty: 4928.881348
	Iteration 17Q: 3 clusters Score -3114530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3114612.750000 Penalty: 4928.881348
	Iteration 18Q: 3 clusters Score -3114613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3114669.250000 Penalty: 4928.881348
	Iteration 19Q: 3 clusters Score -3114669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3114710.500000 Penalty: 4928.881348
	Iteration 20F: 3 clusters Score -3114710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3114739.500000 Penalty: 4928.881348
	Iteration 21Q: 3 clusters Score -3114740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3114774.500000 Penalty: 4928.881348
	Iteration 22Q: 3 clusters Score -3114774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3114801.500000 Penalty: 4928.881348
	Iteration 23Q: 3 clusters Score -3114802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3114821.000000 Penalty: 4928.881348
	Iteration 24Q: 3 clusters Score -3114821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3114843.750000 Penalty: 4928.881348
	Iteration 25Q: 3 clusters Score -3114844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3114858.750000 Penalty: 4928.881348
	Iteration 26Q: 3 clusters Score -3114859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3114864.000000 Penalty: 4928.881348
	Iteration 27Q: 3 clusters Score -3114864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3114874.750000 Penalty: 4928.881348
	Iteration 28Q: 3 clusters Score -3114875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3114876.250000 Penalty: 4928.881348
	Iteration 29Q: 3 clusters Score -3114876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3114880.250000 Penalty: 4928.881348
	Iteration 30Q: 3 clusters Score -3114880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3114883.000000 Penalty: 4928.881348
	Iteration 31Q: 3 clusters Score -3114883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3114885.750000 Penalty: 4928.881348
	Iteration 32Q: 3 clusters Score -3114886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3114893.500000 Penalty: 4928.881348
	Iteration 33Q: 3 clusters Score -3114894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3114894.250000 Penalty: 4928.881348
	Iteration 34Q: 3 clusters Score -3114894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3114894.250000 Penalty: 4928.881348
	Iteration 35F: 3 clusters Score -3114894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142524.765625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142524.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142842.500000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142842.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142932.781250 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -142932.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142977.500000 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -142977.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143008.781250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143030.781250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143045.328125 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143060.203125 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143068.859375 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143076.937500 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143085.500000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143085.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143092.156250 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143099.890625 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143105.062500 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143107.437500 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -143108.953125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -143109.750000 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143110.875000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143113.609375 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143113.890625 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -143113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143119.031250 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -143119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143120.296875 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -143120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143120.718750 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -143120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143121.140625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -143121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143121.437500 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -143121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143121.437500 Penalty: 3506.657715
	Iteration 25F: 3 clusters Score -143121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99882.085938 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99882.09 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100160.554688 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100160.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100328.156250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100328.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100473.421875 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -100473.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100586.328125 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -100586.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100695.882812 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100695.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100809.187500 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100809.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -100920.664062 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100920.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101031.773438 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -101031.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101153.343750 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -101153.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -101209.984375 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -101210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -101251.953125 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -101252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101273.796875 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -101273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101279.515625 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -101279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101281.039062 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -101281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101281.039062 Penalty: 3281.568359
	Iteration 15F: 3 clusters Score -101281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38009.570312 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38009.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38112.636719 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38112.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38153.667969 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38153.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38166.425781 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38166.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38166.425781 Penalty: 2787.718750
	Iteration 4F: 3 clusters Score -38166.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -730582.062500 Penalty: 2099.281982
	Iteration 0F: 2 clusters Score -730582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -726195.250000 Penalty: 4198.563965
	Iteration 0F: 3 clusters Score -726195.2 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -727260.750000 Penalty: 4198.563965
	Iteration 1F: 3 clusters Score -727260.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -727474.250000 Penalty: 4198.563965
	Iteration 2F: 3 clusters Score -727474.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -727601.250000 Penalty: 4198.563965
	Iteration 3Q: 3 clusters Score -727601.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -727682.437500 Penalty: 4198.563965
	Iteration 4Q: 3 clusters Score -727682.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -727732.750000 Penalty: 4198.563965
	Iteration 5Q: 3 clusters Score -727732.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -727775.812500 Penalty: 4198.563965
	Iteration 6Q: 3 clusters Score -727775.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -727810.812500 Penalty: 4198.563965
	Iteration 7Q: 3 clusters Score -727810.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -727840.437500 Penalty: 4198.563965
	Iteration 8Q: 3 clusters Score -727840.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -727869.062500 Penalty: 4198.563965
	Iteration 9Q: 3 clusters Score -727869.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -727898.625000 Penalty: 4198.563965
	Iteration 10Q: 3 clusters Score -727898.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -727924.625000 Penalty: 4198.563965
	Iteration 11Q: 3 clusters Score -727924.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -727948.875000 Penalty: 4198.563965
	Iteration 12Q: 3 clusters Score -727948.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -727971.812500 Penalty: 4198.563965
	Iteration 13Q: 3 clusters Score -727971.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -727995.000000 Penalty: 4198.563965
	Iteration 14Q: 3 clusters Score -727995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -728016.062500 Penalty: 4198.563965
	Iteration 15Q: 3 clusters Score -728016.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -728033.562500 Penalty: 4198.563965
	Iteration 16Q: 3 clusters Score -728033.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -728054.312500 Penalty: 4198.563965
	Iteration 17Q: 3 clusters Score -728054.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -728069.937500 Penalty: 4198.563965
	Iteration 18Q: 3 clusters Score -728069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -728094.312500 Penalty: 4198.563965
	Iteration 19Q: 3 clusters Score -728094.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -728110.000000 Penalty: 4198.563965
	Iteration 20F: 3 clusters Score -728110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -728124.625000 Penalty: 4198.563965
	Iteration 21Q: 3 clusters Score -728124.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -728137.750000 Penalty: 4198.563965
	Iteration 22Q: 3 clusters Score -728137.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -728154.937500 Penalty: 4198.563965
	Iteration 23Q: 3 clusters Score -728154.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -728178.187500 Penalty: 4198.563965
	Iteration 24Q: 3 clusters Score -728178.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -728198.375000 Penalty: 4198.563965
	Iteration 25Q: 3 clusters Score -728198.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -728222.312500 Penalty: 4198.563965
	Iteration 26Q: 3 clusters Score -728222.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -728244.625000 Penalty: 4198.563965
	Iteration 27Q: 3 clusters Score -728244.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -728265.312500 Penalty: 4198.563965
	Iteration 28Q: 3 clusters Score -728265.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -728289.812500 Penalty: 4198.563965
	Iteration 29Q: 3 clusters Score -728289.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -728315.562500 Penalty: 4198.563965
	Iteration 30Q: 3 clusters Score -728315.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -728340.687500 Penalty: 4198.563965
	Iteration 31Q: 3 clusters Score -728340.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -728356.125000 Penalty: 4198.563965
	Iteration 32Q: 3 clusters Score -728356.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -728369.750000 Penalty: 4198.563965
	Iteration 33Q: 3 clusters Score -728369.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -728380.437500 Penalty: 4198.563965
	Iteration 34Q: 3 clusters Score -728380.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -728394.062500 Penalty: 4198.563965
	Iteration 35Q: 3 clusters Score -728394.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -728408.250000 Penalty: 4198.563965
	Iteration 36Q: 3 clusters Score -728408.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -728423.375000 Penalty: 4198.563965
	Iteration 37Q: 3 clusters Score -728423.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -728435.500000 Penalty: 4198.563965
	Iteration 38Q: 3 clusters Score -728435.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -728447.000000 Penalty: 4198.563965
	Iteration 39Q: 3 clusters Score -728447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -728456.687500 Penalty: 4198.563965
	Iteration 40F: 3 clusters Score -728456.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -728467.375000 Penalty: 4198.563965
	Iteration 41Q: 3 clusters Score -728467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -728475.312500 Penalty: 4198.563965
	Iteration 42Q: 3 clusters Score -728475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -728479.000000 Penalty: 4198.563965
	Iteration 43Q: 3 clusters Score -728479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -728485.562500 Penalty: 4198.563965
	Iteration 44Q: 3 clusters Score -728485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -728491.375000 Penalty: 4198.563965
	Iteration 45Q: 3 clusters Score -728491.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -728495.375000 Penalty: 4198.563965
	Iteration 46Q: 3 clusters Score -728495.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -728505.500000 Penalty: 4198.563965
	Iteration 47Q: 3 clusters Score -728505.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -728512.062500 Penalty: 4198.563965
	Iteration 48Q: 3 clusters Score -728512.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -728515.687500 Penalty: 4198.563965
	Iteration 49Q: 3 clusters Score -728515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -728516.937500 Penalty: 4198.563965
	Iteration 50Q: 3 clusters Score -728516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -728518.375000 Penalty: 4198.563965
	Iteration 51Q: 3 clusters Score -728518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -728519.437500 Penalty: 4198.563965
	Iteration 52Q: 3 clusters Score -728519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -728519.312500 Penalty: 4198.563965
	Iteration 53Q: 3 clusters Score -728519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -728519.750000 Penalty: 4198.563965
	Iteration 54Q: 3 clusters Score -728519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -728522.125000 Penalty: 4198.563965
	Iteration 55Q: 3 clusters Score -728522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -728525.437500 Penalty: 4198.563965
	Iteration 56Q: 3 clusters Score -728525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -728526.562500 Penalty: 4198.563965
	Iteration 57Q: 3 clusters Score -728526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -728528.937500 Penalty: 4198.563965
	Iteration 58Q: 3 clusters Score -728528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -728530.812500 Penalty: 4198.563965
	Iteration 59Q: 3 clusters Score -728530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -728530.625000 Penalty: 4198.563965
	Iteration 60F: 3 clusters Score -728530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -728531.062500 Penalty: 4198.563965
	Iteration 61Q: 3 clusters Score -728531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -728531.625000 Penalty: 4198.563965
	Iteration 62Q: 3 clusters Score -728531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -728532.875000 Penalty: 4198.563965
	Iteration 63Q: 3 clusters Score -728532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -728533.500000 Penalty: 4198.563965
	Iteration 64Q: 3 clusters Score -728533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -728534.125000 Penalty: 4198.563965
	Iteration 65Q: 3 clusters Score -728534.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -728537.812500 Penalty: 4198.563965
	Iteration 66Q: 3 clusters Score -728537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -728540.500000 Penalty: 4198.563965
	Iteration 67Q: 3 clusters Score -728540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -728544.687500 Penalty: 4198.563965
	Iteration 68Q: 3 clusters Score -728544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -728550.562500 Penalty: 4198.563965
	Iteration 69Q: 3 clusters Score -728550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -728557.562500 Penalty: 4198.563965
	Iteration 70Q: 3 clusters Score -728557.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -728567.000000 Penalty: 4198.563965
	Iteration 71Q: 3 clusters Score -728567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -728576.062500 Penalty: 4198.563965
	Iteration 72Q: 3 clusters Score -728576.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -728586.875000 Penalty: 4198.563965
	Iteration 73Q: 3 clusters Score -728586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -728591.250000 Penalty: 4198.563965
	Iteration 74Q: 3 clusters Score -728591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -728599.250000 Penalty: 4198.563965
	Iteration 75Q: 3 clusters Score -728599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -728608.062500 Penalty: 4198.563965
	Iteration 76Q: 3 clusters Score -728608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -728612.125000 Penalty: 4198.563965
	Iteration 77Q: 3 clusters Score -728612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -728617.000000 Penalty: 4198.563965
	Iteration 78Q: 3 clusters Score -728617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -728620.875000 Penalty: 4198.563965
	Iteration 79Q: 3 clusters Score -728620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -728620.937500 Penalty: 4198.563965
	Iteration 80F: 3 clusters Score -728620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -728621.500000 Penalty: 4198.563965
	Iteration 81Q: 3 clusters Score -728621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -728622.250000 Penalty: 4198.563965
	Iteration 82Q: 3 clusters Score -728622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -728623.625000 Penalty: 4198.563965
	Iteration 83Q: 3 clusters Score -728623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -728623.625000 Penalty: 4198.563965
	Iteration 84F: 3 clusters Score -728623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29677.175781 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29677.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29816.548828 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29816.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29853.324219 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -29853.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -29888.273438 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29888.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29906.644531 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29906.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29927.707031 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -29927.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29936.937500 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -29936.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -29936.937500 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -29936.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46112.804688 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46112.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46262.285156 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46262.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46326.617188 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -46326.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46336.265625 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46336.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46338.718750 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46338.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46342.019531 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46342.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46342.019531 Penalty: 2886.761230
	Iteration 6F: 3 clusters Score -46342.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 197484 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 42144 members 
Mstep: Class 5 contains 18621 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 59808 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17802 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12533 members 
Mstep: Class 13 contains 26792 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 37069 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4282 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 145315 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4745 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135368.000000 Penalty: 133477.078125
Iteration 239Q: 41 clusters Score -1.041354e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 197851 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14889 members 
Mstep: Class 4 contains 42147 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60191 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17780 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 26787 members 
Mstep: Class 14 contains 22120 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 37071 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4289 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 144901 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4724 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136824.000000 Penalty: 133477.078125
Iteration 240F: 41 clusters Score -1.041368e+08 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 198252 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 42145 members 
Mstep: Class 5 contains 15442 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 60576 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 12537 members 
Mstep: Class 13 contains 26785 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16244 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 37074 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4283 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146980 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2657 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4705 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135600.000000 Penalty: 133477.078125
Iteration 241Q: 41 clusters Score -1.041356e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 198310 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 42143 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61024 members 
Mstep: Class 8 contains 170 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17715 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 26795 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 37086 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 148592 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4686 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134552.000000 Penalty: 133477.078125
Iteration 242Q: 41 clusters Score -1.041346e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 198031 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 11573 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61460 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17698 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 26799 members 
Mstep: Class 14 contains 22128 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 37084 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 150146 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4659 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133752.000000 Penalty: 133477.078125
Iteration 243Q: 41 clusters Score -1.041338e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 197499 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 5 contains 10133 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 61878 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17707 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12523 members 
Mstep: Class 13 contains 26801 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16242 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 37084 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1363 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 151671 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4616 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133376.000000 Penalty: 133477.078125
Iteration 244Q: 41 clusters Score -1.041334e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 196842 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 8981 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62270 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17708 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12518 members 
Mstep: Class 13 contains 26805 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 37071 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5097 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4295 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 153113 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2655 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4558 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132792.000000 Penalty: 133477.078125
Iteration 245Q: 41 clusters Score -1.041328e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 196067 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14899 members 
Mstep: Class 4 contains 42135 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62607 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17723 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 26805 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 37064 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 154448 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2652 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4494 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132760.000000 Penalty: 133477.078125
Iteration 246Q: 41 clusters Score -1.041328e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14896 members 
Mstep: Class 4 contains 42128 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 62982 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17729 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12514 members 
Mstep: Class 13 contains 26805 members 
Mstep: Class 14 contains 22134 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16236 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 37067 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2300 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 155622 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2650 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4419 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133216.000000 Penalty: 133477.078125
Iteration 247Q: 41 clusters Score -1.041332e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 194450 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14888 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63368 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17735 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 26813 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37069 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5334 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 156667 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2653 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4339 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133400.000000 Penalty: 133477.078125
Iteration 248Q: 41 clusters Score -1.041334e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 193672 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14869 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 6224 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 63768 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 22131 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37063 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 157571 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4279 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104133864.000000 Penalty: 133477.078125
Iteration 249Q: 41 clusters Score -1.041339e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 192942 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 42107 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 64137 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17747 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 26806 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37064 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 158361 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2664 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4241 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134136.000000 Penalty: 133477.078125
Iteration 250Q: 41 clusters Score -1.041341e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 64497 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17760 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12518 members 
Mstep: Class 13 contains 26799 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 37062 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5580 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4288 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 159040 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2667 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4190 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134712.000000 Penalty: 133477.078125
Iteration 251Q: 41 clusters Score -1.041347e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14837 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 64874 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17773 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12526 members 
Mstep: Class 13 contains 26792 members 
Mstep: Class 14 contains 22115 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37062 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4290 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 159531 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2671 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4127 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135104.000000 Penalty: 133477.078125
Iteration 252Q: 41 clusters Score -1.041351e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 191340 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14824 members 
Mstep: Class 4 contains 42085 members 
Mstep: Class 5 contains 4658 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 65251 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17781 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 22116 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37057 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 5764 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4289 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 159869 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4079 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135184.000000 Penalty: 133477.078125
Iteration 253Q: 41 clusters Score -1.041352e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 190900 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14818 members 
Mstep: Class 4 contains 42083 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 65662 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17784 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12533 members 
Mstep: Class 13 contains 26785 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 37051 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160136 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2681 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4035 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135576.000000 Penalty: 133477.078125
Iteration 254Q: 41 clusters Score -1.041356e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 190520 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14811 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 66089 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17770 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 37044 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 5972 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4290 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160323 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3986 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135976.000000 Penalty: 133477.078125
Iteration 255Q: 41 clusters Score -1.04136e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 190176 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14809 members 
Mstep: Class 4 contains 42077 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 66567 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17749 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12527 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 37042 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1364 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160428 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3933 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135896.000000 Penalty: 133477.078125
Iteration 256Q: 41 clusters Score -1.041359e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 189867 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14802 members 
Mstep: Class 4 contains 42076 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 67006 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12528 members 
Mstep: Class 13 contains 26766 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 37041 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1365 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160502 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3885 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104135912.000000 Penalty: 133477.078125
Iteration 257Q: 41 clusters Score -1.041359e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 189598 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 4 contains 42075 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 67481 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17726 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 12534 members 
Mstep: Class 13 contains 26758 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 37039 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6323 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160489 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 20680 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3840 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136040.000000 Penalty: 133477.078125
Iteration 258Q: 41 clusters Score -1.04136e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 189377 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14788 members 
Mstep: Class 4 contains 42076 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 67954 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17715 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 26753 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37040 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2285 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4311 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160443 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2685 members 
Mstep: Class 35 contains 20680 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3792 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136184.000000 Penalty: 133477.078125
Iteration 259Q: 41 clusters Score -1.041362e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 189158 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14781 members 
Mstep: Class 4 contains 42072 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 68472 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17708 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 12533 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 37038 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2284 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4311 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160315 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 20680 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3744 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136480.000000 Penalty: 133477.078125
Iteration 260F: 41 clusters Score -1.041365e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188941 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 2709 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 68988 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 12535 members 
Mstep: Class 13 contains 26740 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 37037 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2283 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160173 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 20681 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3670 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3144.882812 but Gain 3336.921875
Score: -104136680.000000 Penalty: 130140.156250
Iteration 261Q: 40 clusters Score -1.041367e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 69511 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17719 members 
Mstep: Class 11 contains 5420 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 26738 members 
Mstep: Class 14 contains 22112 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 37076 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 162217 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 20680 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3782 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138504.000000 Penalty: 130140.156250
Iteration 262Q: 40 clusters Score -1.041385e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14763 members 
Mstep: Class 4 contains 42071 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 70255 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17701 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26726 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15411 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 37053 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4320 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 161805 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3595 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138568.000000 Penalty: 130140.156250
Iteration 263Q: 40 clusters Score -1.041386e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188528 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14756 members 
Mstep: Class 4 contains 42067 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 71002 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17679 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 37045 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 161225 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2687 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3411 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138360.000000 Penalty: 130140.156250
Iteration 264Q: 40 clusters Score -1.041384e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 42063 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 71788 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 26699 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 37036 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 160507 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2690 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3263 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138184.000000 Penalty: 130140.156250
Iteration 265Q: 40 clusters Score -1.041382e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188433 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 42062 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 72632 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17641 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12539 members 
Mstep: Class 13 contains 26690 members 
Mstep: Class 14 contains 22103 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 37019 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7342 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3428 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4332 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 159759 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2694 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138464.000000 Penalty: 130140.156250
Iteration 266Q: 40 clusters Score -1.041385e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188319 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14742 members 
Mstep: Class 4 contains 42059 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 73493 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17641 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12542 members 
Mstep: Class 13 contains 26678 members 
Mstep: Class 14 contains 22099 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 37005 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7504 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2278 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 4335 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 158987 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2702 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138416.000000 Penalty: 130140.156250
Iteration 267Q: 40 clusters Score -1.041384e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 42063 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 74438 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 17635 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26661 members 
Mstep: Class 14 contains 22096 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 36990 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4339 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 158125 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2707 members 
Mstep: Class 35 contains 20683 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2915 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138664.000000 Penalty: 130140.156250
Iteration 268Q: 40 clusters Score -1.041387e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 75491 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17614 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 26645 members 
Mstep: Class 14 contains 22098 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36981 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7861 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4345 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 157261 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2708 members 
Mstep: Class 35 contains 20682 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2809 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104138896.000000 Penalty: 130140.156250
Iteration 269Q: 40 clusters Score -1.041389e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 76572 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 26630 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 36967 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8064 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 156305 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 20684 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139072.000000 Penalty: 130140.156250
Iteration 270Q: 40 clusters Score -1.041391e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 187333 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 42067 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 77766 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17600 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 26622 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 36945 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8265 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2283 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4346 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 155382 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2716 members 
Mstep: Class 35 contains 20685 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2666 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139520.000000 Penalty: 130140.156250
Iteration 271Q: 40 clusters Score -1.041395e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14725 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 78954 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17608 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 26610 members 
Mstep: Class 14 contains 22113 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 36921 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8480 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 3427 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4354 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 154416 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2720 members 
Mstep: Class 35 contains 20686 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2599 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139720.000000 Penalty: 130140.156250
Iteration 272Q: 40 clusters Score -1.041397e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 186576 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14704 members 
Mstep: Class 4 contains 42064 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 80195 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17615 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 26594 members 
Mstep: Class 14 contains 22130 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36901 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2887 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4359 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 153474 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2726 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2525 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139752.000000 Penalty: 130140.156250
Iteration 273Q: 40 clusters Score -1.041398e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 186098 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 42059 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 81474 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17629 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 12536 members 
Mstep: Class 13 contains 26579 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 36887 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4360 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 152512 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2726 members 
Mstep: Class 35 contains 20686 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2461 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140200.000000 Penalty: 130140.156250
Iteration 274Q: 40 clusters Score -1.041402e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 185582 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 42058 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 82817 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17640 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 12535 members 
Mstep: Class 13 contains 26579 members 
Mstep: Class 14 contains 22144 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 36876 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 9225 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 3426 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 151463 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2729 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2400 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104140736.000000 Penalty: 130140.156250
Iteration 275Q: 40 clusters Score -1.041407e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 185022 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 42052 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 84271 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 5413 members 
Mstep: Class 12 contains 12545 members 
Mstep: Class 13 contains 26565 members 
Mstep: Class 14 contains 22148 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 36863 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 3425 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4370 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 150358 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2731 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2349 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104141392.000000 Penalty: 130140.156250
Iteration 276Q: 40 clusters Score -1.041414e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 184331 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14668 members 
Mstep: Class 4 contains 42048 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85827 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17668 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 26561 members 
Mstep: Class 14 contains 22150 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 36857 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 9817 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 149230 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2731 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2307 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104141800.000000 Penalty: 130140.156250
Iteration 277Q: 40 clusters Score -1.041418e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 183511 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14654 members 
Mstep: Class 4 contains 42042 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 87488 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 26556 members 
Mstep: Class 14 contains 22140 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 36848 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 10163 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4382 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 148124 members 
Mstep: Class 32 contains 825 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2733 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104142224.000000 Penalty: 130140.156250
Iteration 278Q: 40 clusters Score -1.041422e+08 nChanged 4316
Entering ConstructFrom: 
Score: -104142224.000000 Penalty: 130140.156250
Entering ConstructFrom: 
Trying to split cluster 1 (182497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182497 members 
Entering Unmasked Estep 
Score: -28070118.000000 Penalty: 3004.393066
	Iteration 0F: 2 clusters Score -2.807012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -27969832.000000 Penalty: 6008.786133
	Iteration 0F: 3 clusters Score -2.796983e+07 nChanged 87567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -28022462.000000 Penalty: 6008.786133
	Iteration 1F: 3 clusters Score -2.802246e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -28024872.000000 Penalty: 6008.786133
	Iteration 2Q: 3 clusters Score -2.802487e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -28028700.000000 Penalty: 6008.786133
	Iteration 3Q: 3 clusters Score -2.80287e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -28034418.000000 Penalty: 6008.786133
	Iteration 4F: 3 clusters Score -2.803442e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 115346 members 
Entering Unmasked Estep 
Score: -28041928.000000 Penalty: 6008.786133
	Iteration 5F: 3 clusters Score -2.804193e+07 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -28049992.000000 Penalty: 6008.786133
	Iteration 6F: 3 clusters Score -2.804999e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -28057590.000000 Penalty: 6008.786133
	Iteration 7F: 3 clusters Score -2.805759e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -28063324.000000 Penalty: 6008.786133
	Iteration 8F: 3 clusters Score -2.806332e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -28066354.000000 Penalty: 6008.786133
	Iteration 9Q: 3 clusters Score -2.806635e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -28067884.000000 Penalty: 6008.786133
	Iteration 10Q: 3 clusters Score -2.806788e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -28068422.000000 Penalty: 6008.786133
	Iteration 11Q: 3 clusters Score -2.806842e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 126634 members 
Entering Unmasked Estep 
Score: -28068734.000000 Penalty: 6008.786133
	Iteration 12Q: 3 clusters Score -2.806873e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -28069112.000000 Penalty: 6008.786133
	Iteration 13Q: 3 clusters Score -2.806911e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -28069504.000000 Penalty: 6008.786133
	Iteration 14Q: 3 clusters Score -2.80695e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -28069692.000000 Penalty: 6008.786133
	Iteration 15Q: 3 clusters Score -2.806969e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -28069898.000000 Penalty: 6008.786133
	Iteration 16Q: 3 clusters Score -2.80699e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -28070132.000000 Penalty: 6008.786133
	Iteration 17Q: 3 clusters Score -2.807013e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -28070378.000000 Penalty: 6008.786133
	Iteration 18Q: 3 clusters Score -2.807038e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -28070578.000000 Penalty: 6008.786133
	Iteration 19Q: 3 clusters Score -2.807058e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 117921 members 
Entering Unmasked Estep 
Score: -28070894.000000 Penalty: 6008.786133
	Iteration 20F: 3 clusters Score -2.807089e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 116567 members 
Entering Unmasked Estep 
Score: -28071056.000000 Penalty: 6008.786133
	Iteration 21Q: 3 clusters Score -2.807106e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 115155 members 
Entering Unmasked Estep 
Score: -28071222.000000 Penalty: 6008.786133
	Iteration 22Q: 3 clusters Score -2.807122e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -28071526.000000 Penalty: 6008.786133
	Iteration 23Q: 3 clusters Score -2.807153e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -28071800.000000 Penalty: 6008.786133
	Iteration 24Q: 3 clusters Score -2.80718e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -28072144.000000 Penalty: 6008.786133
	Iteration 25Q: 3 clusters Score -2.807214e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -28072468.000000 Penalty: 6008.786133
	Iteration 26Q: 3 clusters Score -2.807247e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -28072866.000000 Penalty: 6008.786133
	Iteration 27Q: 3 clusters Score -2.807287e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -28073130.000000 Penalty: 6008.786133
	Iteration 28Q: 3 clusters Score -2.807313e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -28073464.000000 Penalty: 6008.786133
	Iteration 29Q: 3 clusters Score -2.807346e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80970 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -28073636.000000 Penalty: 6008.786133
	Iteration 30Q: 3 clusters Score -2.807364e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -28074020.000000 Penalty: 6008.786133
	Iteration 31Q: 3 clusters Score -2.807402e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -28074490.000000 Penalty: 6008.786133
	Iteration 32Q: 3 clusters Score -2.807449e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -28075106.000000 Penalty: 6008.786133
	Iteration 33Q: 3 clusters Score -2.807511e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -28075712.000000 Penalty: 6008.786133
	Iteration 34Q: 3 clusters Score -2.807571e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -28076318.000000 Penalty: 6008.786133
	Iteration 35Q: 3 clusters Score -2.807632e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92783 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -28076946.000000 Penalty: 6008.786133
	Iteration 36Q: 3 clusters Score -2.807695e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -28077196.000000 Penalty: 6008.786133
	Iteration 37Q: 3 clusters Score -2.80772e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 86249 members 
Entering Unmasked Estep 
Score: -28077574.000000 Penalty: 6008.786133
	Iteration 38Q: 3 clusters Score -2.807757e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -28077762.000000 Penalty: 6008.786133
	Iteration 39Q: 3 clusters Score -2.807776e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -28078184.000000 Penalty: 6008.786133
	Iteration 40F: 3 clusters Score -2.807818e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100457 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -28078528.000000 Penalty: 6008.786133
	Iteration 41Q: 3 clusters Score -2.807853e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -28078508.000000 Penalty: 6008.786133
	Iteration 42Q: 3 clusters Score -2.807851e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -28078634.000000 Penalty: 6008.786133
	Iteration 43Q: 3 clusters Score -2.807863e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -28078810.000000 Penalty: 6008.786133
	Iteration 44Q: 3 clusters Score -2.807881e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -28078910.000000 Penalty: 6008.786133
	Iteration 45Q: 3 clusters Score -2.807891e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -28079046.000000 Penalty: 6008.786133
	Iteration 46Q: 3 clusters Score -2.807905e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -28079058.000000 Penalty: 6008.786133
	Iteration 47Q: 3 clusters Score -2.807906e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -28079096.000000 Penalty: 6008.786133
	Iteration 48Q: 3 clusters Score -2.80791e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108601 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -28079146.000000 Penalty: 6008.786133
	Iteration 49Q: 3 clusters Score -2.807915e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -28079136.000000 Penalty: 6008.786133
	Iteration 50Q: 3 clusters Score -2.807914e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -28079212.000000 Penalty: 6008.786133
	Iteration 51Q: 3 clusters Score -2.807921e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111233 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -28079204.000000 Penalty: 6008.786133
	Iteration 52Q: 3 clusters Score -2.80792e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111977 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -28079228.000000 Penalty: 6008.786133
	Iteration 53Q: 3 clusters Score -2.807923e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -28079200.000000 Penalty: 6008.786133
	Iteration 54Q: 3 clusters Score -2.80792e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -28079098.000000 Penalty: 6008.786133
	Iteration 55Q: 3 clusters Score -2.80791e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -28079016.000000 Penalty: 6008.786133
	Iteration 56Q: 3 clusters Score -2.807902e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -28078948.000000 Penalty: 6008.786133
	Iteration 57Q: 3 clusters Score -2.807895e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115287 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -28078896.000000 Penalty: 6008.786133
	Iteration 58Q: 3 clusters Score -2.80789e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115885 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -28078940.000000 Penalty: 6008.786133
	Iteration 59Q: 3 clusters Score -2.807894e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116466 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -28078946.000000 Penalty: 6008.786133
	Iteration 60F: 3 clusters Score -2.807895e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117043 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -28078928.000000 Penalty: 6008.786133
	Iteration 61Q: 3 clusters Score -2.807893e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -28078956.000000 Penalty: 6008.786133
	Iteration 62Q: 3 clusters Score -2.807896e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -28079028.000000 Penalty: 6008.786133
	Iteration 63Q: 3 clusters Score -2.807903e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118661 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -28079042.000000 Penalty: 6008.786133
	Iteration 64Q: 3 clusters Score -2.807904e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119148 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -28079036.000000 Penalty: 6008.786133
	Iteration 65Q: 3 clusters Score -2.807904e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -28078994.000000 Penalty: 6008.786133
	Iteration 66Q: 3 clusters Score -2.807899e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -28079004.000000 Penalty: 6008.786133
	Iteration 67Q: 3 clusters Score -2.8079e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -28078992.000000 Penalty: 6008.786133
	Iteration 68Q: 3 clusters Score -2.807899e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120953 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -28078994.000000 Penalty: 6008.786133
	Iteration 69Q: 3 clusters Score -2.807899e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -28079038.000000 Penalty: 6008.786133
	Iteration 70Q: 3 clusters Score -2.807904e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -28079050.000000 Penalty: 6008.786133
	Iteration 71Q: 3 clusters Score -2.807905e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122201 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -28079046.000000 Penalty: 6008.786133
	Iteration 72Q: 3 clusters Score -2.807905e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -28079098.000000 Penalty: 6008.786133
	Iteration 73Q: 3 clusters Score -2.80791e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122934 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -28079124.000000 Penalty: 6008.786133
	Iteration 74Q: 3 clusters Score -2.807912e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123275 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -28079036.000000 Penalty: 6008.786133
	Iteration 75Q: 3 clusters Score -2.807904e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -28079062.000000 Penalty: 6008.786133
	Iteration 76Q: 3 clusters Score -2.807906e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -28079092.000000 Penalty: 6008.786133
	Iteration 77Q: 3 clusters Score -2.807909e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -28079114.000000 Penalty: 6008.786133
	Iteration 78Q: 3 clusters Score -2.807911e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124186 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -28079166.000000 Penalty: 6008.786133
	Iteration 79Q: 3 clusters Score -2.807917e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124360 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -28079118.000000 Penalty: 6008.786133
	Iteration 80F: 3 clusters Score -2.807912e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124537 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -28079100.000000 Penalty: 6008.786133
	Iteration 81Q: 3 clusters Score -2.80791e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -28079062.000000 Penalty: 6008.786133
	Iteration 82Q: 3 clusters Score -2.807906e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -28079060.000000 Penalty: 6008.786133
	Iteration 83Q: 3 clusters Score -2.807906e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -28078998.000000 Penalty: 6008.786133
	Iteration 84Q: 3 clusters Score -2.8079e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -28078984.000000 Penalty: 6008.786133
	Iteration 85Q: 3 clusters Score -2.807898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -28078952.000000 Penalty: 6008.786133
	Iteration 86Q: 3 clusters Score -2.807895e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -28078948.000000 Penalty: 6008.786133
	Iteration 87Q: 3 clusters Score -2.807895e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125398 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -28078902.000000 Penalty: 6008.786133
	Iteration 88Q: 3 clusters Score -2.80789e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -28078900.000000 Penalty: 6008.786133
	Iteration 89Q: 3 clusters Score -2.80789e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -28078886.000000 Penalty: 6008.786133
	Iteration 90Q: 3 clusters Score -2.807889e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125720 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -28078874.000000 Penalty: 6008.786133
	Iteration 91Q: 3 clusters Score -2.807887e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -28078878.000000 Penalty: 6008.786133
	Iteration 92Q: 3 clusters Score -2.807888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -28078850.000000 Penalty: 6008.786133
	Iteration 93Q: 3 clusters Score -2.807885e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -28078852.000000 Penalty: 6008.786133
	Iteration 94Q: 3 clusters Score -2.807885e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125942 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -28078848.000000 Penalty: 6008.786133
	Iteration 95Q: 3 clusters Score -2.807885e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -28078830.000000 Penalty: 6008.786133
	Iteration 96Q: 3 clusters Score -2.807883e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -28078838.000000 Penalty: 6008.786133
	Iteration 97Q: 3 clusters Score -2.807884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -28078812.000000 Penalty: 6008.786133
	Iteration 98Q: 3 clusters Score -2.807881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126092 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -28078832.000000 Penalty: 6008.786133
	Iteration 99Q: 3 clusters Score -2.807883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126137 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -28078796.000000 Penalty: 6008.786133
	Iteration 100F: 3 clusters Score -2.80788e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -28078824.000000 Penalty: 6008.786133
	Iteration 101Q: 3 clusters Score -2.807882e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -28078796.000000 Penalty: 6008.786133
	Iteration 102Q: 3 clusters Score -2.80788e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126255 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -28078780.000000 Penalty: 6008.786133
	Iteration 103Q: 3 clusters Score -2.807878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126284 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -28078784.000000 Penalty: 6008.786133
	Iteration 104Q: 3 clusters Score -2.807878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126323 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -28078808.000000 Penalty: 6008.786133
	Iteration 105Q: 3 clusters Score -2.807881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126352 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -28078792.000000 Penalty: 6008.786133
	Iteration 106Q: 3 clusters Score -2.807879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126393 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -28078824.000000 Penalty: 6008.786133
	Iteration 107Q: 3 clusters Score -2.807882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -28078802.000000 Penalty: 6008.786133
	Iteration 108Q: 3 clusters Score -2.80788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126460 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -28078780.000000 Penalty: 6008.786133
	Iteration 109Q: 3 clusters Score -2.807878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -28078784.000000 Penalty: 6008.786133
	Iteration 110Q: 3 clusters Score -2.807878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -28078752.000000 Penalty: 6008.786133
	Iteration 111Q: 3 clusters Score -2.807875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126536 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -28078778.000000 Penalty: 6008.786133
	Iteration 112Q: 3 clusters Score -2.807878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -28078756.000000 Penalty: 6008.786133
	Iteration 113Q: 3 clusters Score -2.807876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126575 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -28078764.000000 Penalty: 6008.786133
	Iteration 114Q: 3 clusters Score -2.807876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -28078754.000000 Penalty: 6008.786133
	Iteration 115Q: 3 clusters Score -2.807875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -28078744.000000 Penalty: 6008.786133
	Iteration 116Q: 3 clusters Score -2.807874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -28078774.000000 Penalty: 6008.786133
	Iteration 117Q: 3 clusters Score -2.807877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126642 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -28078758.000000 Penalty: 6008.786133
	Iteration 118Q: 3 clusters Score -2.807876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -28078714.000000 Penalty: 6008.786133
	Iteration 119Q: 3 clusters Score -2.807871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -28078728.000000 Penalty: 6008.786133
	Iteration 120F: 3 clusters Score -2.807873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -28078730.000000 Penalty: 6008.786133
	Iteration 121Q: 3 clusters Score -2.807873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -28078720.000000 Penalty: 6008.786133
	Iteration 122Q: 3 clusters Score -2.807872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -28078722.000000 Penalty: 6008.786133
	Iteration 123Q: 3 clusters Score -2.807872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126709 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -28078732.000000 Penalty: 6008.786133
	Iteration 124Q: 3 clusters Score -2.807873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -28078718.000000 Penalty: 6008.786133
	Iteration 125Q: 3 clusters Score -2.807872e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -28078692.000000 Penalty: 6008.786133
	Iteration 126Q: 3 clusters Score -2.807869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126754 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -28078698.000000 Penalty: 6008.786133
	Iteration 127Q: 3 clusters Score -2.80787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -28078678.000000 Penalty: 6008.786133
	Iteration 128Q: 3 clusters Score -2.807868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126774 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -28078662.000000 Penalty: 6008.786133
	Iteration 129Q: 3 clusters Score -2.807866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -28078676.000000 Penalty: 6008.786133
	Iteration 130Q: 3 clusters Score -2.807868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126781 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -28078692.000000 Penalty: 6008.786133
	Iteration 131Q: 3 clusters Score -2.807869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -28078690.000000 Penalty: 6008.786133
	Iteration 132Q: 3 clusters Score -2.807869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -28078678.000000 Penalty: 6008.786133
	Iteration 133Q: 3 clusters Score -2.807868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -28078672.000000 Penalty: 6008.786133
	Iteration 134Q: 3 clusters Score -2.807867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -28078674.000000 Penalty: 6008.786133
	Iteration 135Q: 3 clusters Score -2.807867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -28078682.000000 Penalty: 6008.786133
	Iteration 136Q: 3 clusters Score -2.807868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126833 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -28078676.000000 Penalty: 6008.786133
	Iteration 137Q: 3 clusters Score -2.807868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126839 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -28078668.000000 Penalty: 6008.786133
	Iteration 138Q: 3 clusters Score -2.807867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -28078674.000000 Penalty: 6008.786133
	Iteration 139Q: 3 clusters Score -2.807867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -28078642.000000 Penalty: 6008.786133
	Iteration 140F: 3 clusters Score -2.807864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -28078634.000000 Penalty: 6008.786133
	Iteration 141Q: 3 clusters Score -2.807863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -28078658.000000 Penalty: 6008.786133
	Iteration 142Q: 3 clusters Score -2.807866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -28078666.000000 Penalty: 6008.786133
	Iteration 143Q: 3 clusters Score -2.807867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126886 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -28078682.000000 Penalty: 6008.786133
	Iteration 144Q: 3 clusters Score -2.807868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -28078680.000000 Penalty: 6008.786133
	Iteration 145Q: 3 clusters Score -2.807868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126888 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -28078676.000000 Penalty: 6008.786133
	Iteration 146Q: 3 clusters Score -2.807868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126890 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -28078694.000000 Penalty: 6008.786133
	Iteration 147Q: 3 clusters Score -2.807869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -28078698.000000 Penalty: 6008.786133
	Iteration 148Q: 3 clusters Score -2.80787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -28078686.000000 Penalty: 6008.786133
	Iteration 149Q: 3 clusters Score -2.807869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -28078680.000000 Penalty: 6008.786133
	Iteration 150Q: 3 clusters Score -2.807868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -28078692.000000 Penalty: 6008.786133
	Iteration 151Q: 3 clusters Score -2.807869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126901 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -28078686.000000 Penalty: 6008.786133
	Iteration 152Q: 3 clusters Score -2.807869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126905 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -28078676.000000 Penalty: 6008.786133
	Iteration 153Q: 3 clusters Score -2.807868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126909 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -28078666.000000 Penalty: 6008.786133
	Iteration 154Q: 3 clusters Score -2.807867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -28078676.000000 Penalty: 6008.786133
	Iteration 155Q: 3 clusters Score -2.807868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -28078666.000000 Penalty: 6008.786133
	Iteration 156Q: 3 clusters Score -2.807867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126924 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -28078668.000000 Penalty: 6008.786133
	Iteration 157Q: 3 clusters Score -2.807867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -28078696.000000 Penalty: 6008.786133
	Iteration 158Q: 3 clusters Score -2.80787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -28078694.000000 Penalty: 6008.786133
	Iteration 159Q: 3 clusters Score -2.807869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126945 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -28078696.000000 Penalty: 6008.786133
	Iteration 160F: 3 clusters Score -2.80787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -28078688.000000 Penalty: 6008.786133
	Iteration 161Q: 3 clusters Score -2.807869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126972 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -28078654.000000 Penalty: 6008.786133
	Iteration 162Q: 3 clusters Score -2.807865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126985 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -28078662.000000 Penalty: 6008.786133
	Iteration 163Q: 3 clusters Score -2.807866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -28078652.000000 Penalty: 6008.786133
	Iteration 164Q: 3 clusters Score -2.807865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -28078656.000000 Penalty: 6008.786133
	Iteration 165Q: 3 clusters Score -2.807866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -28078636.000000 Penalty: 6008.786133
	Iteration 166Q: 3 clusters Score -2.807864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -28078614.000000 Penalty: 6008.786133
	Iteration 167Q: 3 clusters Score -2.807861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -28078628.000000 Penalty: 6008.786133
	Iteration 168Q: 3 clusters Score -2.807863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -28078618.000000 Penalty: 6008.786133
	Iteration 169Q: 3 clusters Score -2.807862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -28078630.000000 Penalty: 6008.786133
	Iteration 170Q: 3 clusters Score -2.807863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -28078630.000000 Penalty: 6008.786133
	Iteration 171F: 3 clusters Score -2.807863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 4 contains 42045 members 
Mstep: Class 5 contains 55473 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 89339 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17665 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26545 members 
Mstep: Class 14 contains 22136 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36844 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 10537 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4383 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146983 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
Score: -104152456.000000 Penalty: 133477.078125
Splitting cluster 1 changes total score from -104142224.000000 to -104152456.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -358880.750000 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -358880.8 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 1277 members 
Entering Unmasked Estep 
Score: -355865.375000 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -355865.4 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -356510.656250 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -356510.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -356694.156250 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -356694.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -356810.562500 Penalty: 3904.170410
	Iteration 3Q: 3 clusters Score -356810.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -356905.437500 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -356905.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -356973.250000 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -356973.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -357030.156250 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -357030.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357066.750000 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -357066.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -357082.500000 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -357082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -357091.562500 Penalty: 3904.170410
	Iteration 9Q: 3 clusters Score -357091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -357101.062500 Penalty: 3904.170410
	Iteration 10Q: 3 clusters Score -357101.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357114.031250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -357114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -357133.875000 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -357133.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -357153.937500 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -357153.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -357165.656250 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -357165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -357176.312500 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -357176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -357182.156250 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -357182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -357188.312500 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -357188.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -357194.218750 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -357194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -357198.437500 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -357198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -357204.281250 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -357204.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -357207.625000 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -357207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -357209.937500 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -357209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -357211.031250 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -357211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -357211.031250 Penalty: 3904.170410
	Iteration 24F: 3 clusters Score -357211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -2224488.250000 Penalty: 2378.830566
	Iteration 0F: 2 clusters Score -2224488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2213837.250000 Penalty: 4757.661133
	Iteration 0F: 3 clusters Score -2213837 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2217273.500000 Penalty: 4757.661133
	Iteration 1F: 3 clusters Score -2217274 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2217985.250000 Penalty: 4757.661133
	Iteration 2F: 3 clusters Score -2217985 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2218863.250000 Penalty: 4757.661133
	Iteration 3F: 3 clusters Score -2218863 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2219816.750000 Penalty: 4757.661133
	Iteration 4F: 3 clusters Score -2219817 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2220695.500000 Penalty: 4757.661133
	Iteration 5F: 3 clusters Score -2220696 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2221489.000000 Penalty: 4757.661133
	Iteration 6F: 3 clusters Score -2221489 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2222201.250000 Penalty: 4757.661133
	Iteration 7F: 3 clusters Score -2222201 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2222712.750000 Penalty: 4757.661133
	Iteration 8Q: 3 clusters Score -2222713 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2223009.250000 Penalty: 4757.661133
	Iteration 9Q: 3 clusters Score -2223009 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2223207.250000 Penalty: 4757.661133
	Iteration 10Q: 3 clusters Score -2223207 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2223300.250000 Penalty: 4757.661133
	Iteration 11Q: 3 clusters Score -2223300 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2223392.750000 Penalty: 4757.661133
	Iteration 12Q: 3 clusters Score -2223393 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2223450.000000 Penalty: 4757.661133
	Iteration 13Q: 3 clusters Score -2223450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2223486.750000 Penalty: 4757.661133
	Iteration 14Q: 3 clusters Score -2223487 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2223505.250000 Penalty: 4757.661133
	Iteration 15Q: 3 clusters Score -2223505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2223517.250000 Penalty: 4757.661133
	Iteration 16Q: 3 clusters Score -2223517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2223531.500000 Penalty: 4757.661133
	Iteration 17Q: 3 clusters Score -2223532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2223538.500000 Penalty: 4757.661133
	Iteration 18Q: 3 clusters Score -2223538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2223549.000000 Penalty: 4757.661133
	Iteration 19Q: 3 clusters Score -2223549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2223554.250000 Penalty: 4757.661133
	Iteration 20F: 3 clusters Score -2223554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2223562.750000 Penalty: 4757.661133
	Iteration 21Q: 3 clusters Score -2223563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2223578.250000 Penalty: 4757.661133
	Iteration 22Q: 3 clusters Score -2223578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2223588.000000 Penalty: 4757.661133
	Iteration 23Q: 3 clusters Score -2223588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2223596.500000 Penalty: 4757.661133
	Iteration 24Q: 3 clusters Score -2223596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2223605.000000 Penalty: 4757.661133
	Iteration 25Q: 3 clusters Score -2223605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2223613.000000 Penalty: 4757.661133
	Iteration 26Q: 3 clusters Score -2223613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2223622.500000 Penalty: 4757.661133
	Iteration 27Q: 3 clusters Score -2223622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2223625.500000 Penalty: 4757.661133
	Iteration 28Q: 3 clusters Score -2223626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2223629.000000 Penalty: 4757.661133
	Iteration 29Q: 3 clusters Score -2223629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2223634.250000 Penalty: 4757.661133
	Iteration 30Q: 3 clusters Score -2223634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2223638.250000 Penalty: 4757.661133
	Iteration 31Q: 3 clusters Score -2223638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2223640.000000 Penalty: 4757.661133
	Iteration 32Q: 3 clusters Score -2223640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2223641.750000 Penalty: 4757.661133
	Iteration 33Q: 3 clusters Score -2223642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2223641.500000 Penalty: 4757.661133
	Iteration 34Q: 3 clusters Score -2223642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2223644.250000 Penalty: 4757.661133
	Iteration 35Q: 3 clusters Score -2223644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2223643.750000 Penalty: 4757.661133
	Iteration 36Q: 3 clusters Score -2223644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2223645.250000 Penalty: 4757.661133
	Iteration 37Q: 3 clusters Score -2223645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2223644.500000 Penalty: 4757.661133
	Iteration 38Q: 3 clusters Score -2223644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2223654.000000 Penalty: 4757.661133
	Iteration 39Q: 3 clusters Score -2223654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2223656.000000 Penalty: 4757.661133
	Iteration 40F: 3 clusters Score -2223656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2223654.250000 Penalty: 4757.661133
	Iteration 41Q: 3 clusters Score -2223654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2223658.750000 Penalty: 4757.661133
	Iteration 42Q: 3 clusters Score -2223659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2223661.750000 Penalty: 4757.661133
	Iteration 43Q: 3 clusters Score -2223662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2223665.000000 Penalty: 4757.661133
	Iteration 44Q: 3 clusters Score -2223665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2223664.500000 Penalty: 4757.661133
	Iteration 45Q: 3 clusters Score -2223664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2223664.500000 Penalty: 4757.661133
	Iteration 46Q: 3 clusters Score -2223664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2223670.250000 Penalty: 4757.661133
	Iteration 47Q: 3 clusters Score -2223670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2223670.750000 Penalty: 4757.661133
	Iteration 48Q: 3 clusters Score -2223671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2223671.000000 Penalty: 4757.661133
	Iteration 49Q: 3 clusters Score -2223671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2223673.500000 Penalty: 4757.661133
	Iteration 50Q: 3 clusters Score -2223674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2223674.000000 Penalty: 4757.661133
	Iteration 51Q: 3 clusters Score -2223674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2223675.000000 Penalty: 4757.661133
	Iteration 52Q: 3 clusters Score -2223675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2223677.250000 Penalty: 4757.661133
	Iteration 53Q: 3 clusters Score -2223677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2223682.750000 Penalty: 4757.661133
	Iteration 54Q: 3 clusters Score -2223683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2223677.000000 Penalty: 4757.661133
	Iteration 55Q: 3 clusters Score -2223677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2223677.500000 Penalty: 4757.661133
	Iteration 56Q: 3 clusters Score -2223678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2223679.500000 Penalty: 4757.661133
	Iteration 57Q: 3 clusters Score -2223680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2223675.750000 Penalty: 4757.661133
	Iteration 58Q: 3 clusters Score -2223676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2223679.750000 Penalty: 4757.661133
	Iteration 59Q: 3 clusters Score -2223680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2223679.750000 Penalty: 4757.661133
	Iteration 60F: 3 clusters Score -2223680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Entering Unmasked Estep 
Score: -6464263.000000 Penalty: 2640.331055
	Iteration 0F: 2 clusters Score -6464263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -6435733.500000 Penalty: 5280.662109
	Iteration 0F: 3 clusters Score -6435734 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6446319.500000 Penalty: 5280.662109
	Iteration 1F: 3 clusters Score -6446320 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -6446861.500000 Penalty: 5280.662109
	Iteration 2Q: 3 clusters Score -6446862 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6447383.000000 Penalty: 5280.662109
	Iteration 3Q: 3 clusters Score -6447383 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -6448016.000000 Penalty: 5280.662109
	Iteration 4Q: 3 clusters Score -6448016 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -6448909.000000 Penalty: 5280.662109
	Iteration 5Q: 3 clusters Score -6448909 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -6450310.000000 Penalty: 5280.662109
	Iteration 6F: 3 clusters Score -6450310 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -6452552.500000 Penalty: 5280.662109
	Iteration 7F: 3 clusters Score -6452552 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -6455418.000000 Penalty: 5280.662109
	Iteration 8F: 3 clusters Score -6455418 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6458283.500000 Penalty: 5280.662109
	Iteration 9F: 3 clusters Score -6458284 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6460172.000000 Penalty: 5280.662109
	Iteration 10Q: 3 clusters Score -6460172 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6461146.000000 Penalty: 5280.662109
	Iteration 11Q: 3 clusters Score -6461146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6461624.000000 Penalty: 5280.662109
	Iteration 12Q: 3 clusters Score -6461624 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6461788.500000 Penalty: 5280.662109
	Iteration 13Q: 3 clusters Score -6461788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6461886.500000 Penalty: 5280.662109
	Iteration 14Q: 3 clusters Score -6461886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6461953.000000 Penalty: 5280.662109
	Iteration 15Q: 3 clusters Score -6461953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6461985.500000 Penalty: 5280.662109
	Iteration 16Q: 3 clusters Score -6461986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6461990.500000 Penalty: 5280.662109
	Iteration 17Q: 3 clusters Score -6461990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6461993.000000 Penalty: 5280.662109
	Iteration 18Q: 3 clusters Score -6461993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6461997.000000 Penalty: 5280.662109
	Iteration 19Q: 3 clusters Score -6461997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6462005.000000 Penalty: 5280.662109
	Iteration 20F: 3 clusters Score -6462005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6462008.500000 Penalty: 5280.662109
	Iteration 21Q: 3 clusters Score -6462008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6462004.000000 Penalty: 5280.662109
	Iteration 22Q: 3 clusters Score -6462004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6462005.500000 Penalty: 5280.662109
	Iteration 23Q: 3 clusters Score -6462006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6462016.000000 Penalty: 5280.662109
	Iteration 24Q: 3 clusters Score -6462016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6462022.500000 Penalty: 5280.662109
	Iteration 25Q: 3 clusters Score -6462022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6462026.000000 Penalty: 5280.662109
	Iteration 26Q: 3 clusters Score -6462026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6462027.500000 Penalty: 5280.662109
	Iteration 27Q: 3 clusters Score -6462028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6462027.500000 Penalty: 5280.662109
	Iteration 28F: 3 clusters Score -6462028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124253.117188 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122420.320312 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122420.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122747.328125 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122747.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -122890.500000 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122890.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -122949.968750 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -122950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122976.601562 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -122976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123006.093750 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -123006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123021.953125 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -123022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123038.257812 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -123038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123042.468750 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -123042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123047.367188 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -123047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123055.281250 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -123055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123064.546875 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -123064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123072.351562 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -123072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123088.468750 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -123088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123101.101562 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -123101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -123112.171875 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -123112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123121.554688 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -123121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -123126.218750 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -123126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123131.968750 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -123132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123140.656250 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -123140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123145.015625 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -123145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123164.093750 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -123164.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -123183.460938 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -123183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123195.296875 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -123195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123209.523438 Penalty: 3362.841309
	Iteration 24Q: 3 clusters Score -123209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -123219.515625 Penalty: 3362.841309
	Iteration 25Q: 3 clusters Score -123219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123224.546875 Penalty: 3362.841309
	Iteration 26Q: 3 clusters Score -123224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123230.414062 Penalty: 3362.841309
	Iteration 27Q: 3 clusters Score -123230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123233.242188 Penalty: 3362.841309
	Iteration 28Q: 3 clusters Score -123233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123234.203125 Penalty: 3362.841309
	Iteration 29Q: 3 clusters Score -123234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123234.203125 Penalty: 3362.841309
	Iteration 30F: 3 clusters Score -123234.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Entering Unmasked Estep 
Score: -13655436.000000 Penalty: 2827.247803
	Iteration 0F: 2 clusters Score -1.365544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -13595710.000000 Penalty: 5654.495605
	Iteration 0F: 3 clusters Score -1.359571e+07 nChanged 42149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -13619697.000000 Penalty: 5654.495605
	Iteration 1F: 3 clusters Score -1.36197e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -13620433.000000 Penalty: 5654.495605
	Iteration 2Q: 3 clusters Score -1.362043e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -13621289.000000 Penalty: 5654.495605
	Iteration 3Q: 3 clusters Score -1.362129e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -13622183.000000 Penalty: 5654.495605
	Iteration 4Q: 3 clusters Score -1.362218e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -13623503.000000 Penalty: 5654.495605
	Iteration 5Q: 3 clusters Score -1.36235e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -13625509.000000 Penalty: 5654.495605
	Iteration 6Q: 3 clusters Score -1.362551e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -13628519.000000 Penalty: 5654.495605
	Iteration 7F: 3 clusters Score -1.362852e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -13632767.000000 Penalty: 5654.495605
	Iteration 8F: 3 clusters Score -1.363277e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -13637280.000000 Penalty: 5654.495605
	Iteration 9F: 3 clusters Score -1.363728e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -13641555.000000 Penalty: 5654.495605
	Iteration 10F: 3 clusters Score -1.364156e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -13644907.000000 Penalty: 5654.495605
	Iteration 11Q: 3 clusters Score -1.364491e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -13647416.000000 Penalty: 5654.495605
	Iteration 12Q: 3 clusters Score -1.364742e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -13649258.000000 Penalty: 5654.495605
	Iteration 13Q: 3 clusters Score -1.364926e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -13650521.000000 Penalty: 5654.495605
	Iteration 14Q: 3 clusters Score -1.365052e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -13651331.000000 Penalty: 5654.495605
	Iteration 15Q: 3 clusters Score -1.365133e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -13651883.000000 Penalty: 5654.495605
	Iteration 16Q: 3 clusters Score -1.365188e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -13652262.000000 Penalty: 5654.495605
	Iteration 17Q: 3 clusters Score -1.365226e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13652441.000000 Penalty: 5654.495605
	Iteration 18Q: 3 clusters Score -1.365244e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13652578.000000 Penalty: 5654.495605
	Iteration 19Q: 3 clusters Score -1.365258e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13652697.000000 Penalty: 5654.495605
	Iteration 20F: 3 clusters Score -1.36527e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13652770.000000 Penalty: 5654.495605
	Iteration 21Q: 3 clusters Score -1.365277e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13652806.000000 Penalty: 5654.495605
	Iteration 22Q: 3 clusters Score -1.365281e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13652866.000000 Penalty: 5654.495605
	Iteration 23Q: 3 clusters Score -1.365287e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13652905.000000 Penalty: 5654.495605
	Iteration 24Q: 3 clusters Score -1.36529e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13652938.000000 Penalty: 5654.495605
	Iteration 25Q: 3 clusters Score -1.365294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13652969.000000 Penalty: 5654.495605
	Iteration 26Q: 3 clusters Score -1.365297e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13652985.000000 Penalty: 5654.495605
	Iteration 27Q: 3 clusters Score -1.365298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13653000.000000 Penalty: 5654.495605
	Iteration 28Q: 3 clusters Score -1.3653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13653026.000000 Penalty: 5654.495605
	Iteration 29Q: 3 clusters Score -1.365303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13653030.000000 Penalty: 5654.495605
	Iteration 30Q: 3 clusters Score -1.365303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13653037.000000 Penalty: 5654.495605
	Iteration 31Q: 3 clusters Score -1.365304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13653036.000000 Penalty: 5654.495605
	Iteration 32Q: 3 clusters Score -1.365304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13653054.000000 Penalty: 5654.495605
	Iteration 33Q: 3 clusters Score -1.365305e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13653034.000000 Penalty: 5654.495605
	Iteration 34Q: 3 clusters Score -1.365303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13653056.000000 Penalty: 5654.495605
	Iteration 35Q: 3 clusters Score -1.365306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -13653063.000000 Penalty: 5654.495605
	Iteration 36Q: 3 clusters Score -1.365306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13653061.000000 Penalty: 5654.495605
	Iteration 37Q: 3 clusters Score -1.365306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -13653065.000000 Penalty: 5654.495605
	Iteration 38Q: 3 clusters Score -1.365306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -13653068.000000 Penalty: 5654.495605
	Iteration 39Q: 3 clusters Score -1.365307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13653066.000000 Penalty: 5654.495605
	Iteration 40F: 3 clusters Score -1.365307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13653076.000000 Penalty: 5654.495605
	Iteration 41Q: 3 clusters Score -1.365308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13653068.000000 Penalty: 5654.495605
	Iteration 42Q: 3 clusters Score -1.365307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13653068.000000 Penalty: 5654.495605
	Iteration 43F: 3 clusters Score -1.365307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19200.347656 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19200.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19264.865234 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19264.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19271.691406 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19271.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19277.818359 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -19277.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19282.658203 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -19282.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19282.658203 Penalty: 2544.429688
	Iteration 5F: 3 clusters Score -19282.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -503337.781250 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -503337.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -499835.843750 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -499835.8 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -500619.343750 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -500619.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -500849.843750 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -500849.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -501059.843750 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -501059.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -501281.375000 Penalty: 4030.166016
	Iteration 4F: 3 clusters Score -501281.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -501503.625000 Penalty: 4030.166016
	Iteration 5F: 3 clusters Score -501503.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -501669.062500 Penalty: 4030.166016
	Iteration 6F: 3 clusters Score -501669.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -501812.250000 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -501812.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -501951.406250 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -501951.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -502079.843750 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -502079.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -502176.656250 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -502176.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -502242.281250 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -502242.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -502287.531250 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -502287.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -502324.125000 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -502324.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -502346.562500 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -502346.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -502360.687500 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -502360.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -502369.406250 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -502369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -502376.437500 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -502376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -502381.437500 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -502381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -502384.875000 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -502384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -502387.562500 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -502387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -502388.531250 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -502388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -502390.937500 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -502390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -502391.500000 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -502391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -502392.406250 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -502392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -502392.187500 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -502392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -502392.187500 Penalty: 4030.166016
	Iteration 26F: 3 clusters Score -502392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Entering Unmasked Estep 
Score: -2704141.000000 Penalty: 2425.276611
	Iteration 0F: 2 clusters Score -2704141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2691618.250000 Penalty: 4850.553223
	Iteration 0F: 3 clusters Score -2691618 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2695800.750000 Penalty: 4850.553223
	Iteration 1F: 3 clusters Score -2695801 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2696192.750000 Penalty: 4850.553223
	Iteration 2F: 3 clusters Score -2696193 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2696467.250000 Penalty: 4850.553223
	Iteration 3Q: 3 clusters Score -2696467 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2696698.000000 Penalty: 4850.553223
	Iteration 4Q: 3 clusters Score -2696698 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2696919.000000 Penalty: 4850.553223
	Iteration 5Q: 3 clusters Score -2696919 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2697119.750000 Penalty: 4850.553223
	Iteration 6Q: 3 clusters Score -2697120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2697280.000000 Penalty: 4850.553223
	Iteration 7Q: 3 clusters Score -2697280 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2697471.000000 Penalty: 4850.553223
	Iteration 8Q: 3 clusters Score -2697471 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2697702.500000 Penalty: 4850.553223
	Iteration 9Q: 3 clusters Score -2697702 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2697992.000000 Penalty: 4850.553223
	Iteration 10Q: 3 clusters Score -2697992 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2698342.500000 Penalty: 4850.553223
	Iteration 11Q: 3 clusters Score -2698342 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2698784.000000 Penalty: 4850.553223
	Iteration 12Q: 3 clusters Score -2698784 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2699275.500000 Penalty: 4850.553223
	Iteration 13Q: 3 clusters Score -2699276 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2699801.500000 Penalty: 4850.553223
	Iteration 14Q: 3 clusters Score -2699802 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2700357.000000 Penalty: 4850.553223
	Iteration 15Q: 3 clusters Score -2700357 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2700797.000000 Penalty: 4850.553223
	Iteration 16Q: 3 clusters Score -2700797 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2701106.250000 Penalty: 4850.553223
	Iteration 17Q: 3 clusters Score -2701106 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2701334.750000 Penalty: 4850.553223
	Iteration 18Q: 3 clusters Score -2701335 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2701512.250000 Penalty: 4850.553223
	Iteration 19Q: 3 clusters Score -2701512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2701642.500000 Penalty: 4850.553223
	Iteration 20F: 3 clusters Score -2701642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2701738.750000 Penalty: 4850.553223
	Iteration 21Q: 3 clusters Score -2701739 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2701820.250000 Penalty: 4850.553223
	Iteration 22Q: 3 clusters Score -2701820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2701874.000000 Penalty: 4850.553223
	Iteration 23Q: 3 clusters Score -2701874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2701934.250000 Penalty: 4850.553223
	Iteration 24Q: 3 clusters Score -2701934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2701976.750000 Penalty: 4850.553223
	Iteration 25Q: 3 clusters Score -2701977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2702002.000000 Penalty: 4850.553223
	Iteration 26Q: 3 clusters Score -2702002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2702031.000000 Penalty: 4850.553223
	Iteration 27Q: 3 clusters Score -2702031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2702043.500000 Penalty: 4850.553223
	Iteration 28Q: 3 clusters Score -2702044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2702060.250000 Penalty: 4850.553223
	Iteration 29Q: 3 clusters Score -2702060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2702064.000000 Penalty: 4850.553223
	Iteration 30Q: 3 clusters Score -2702064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2702073.000000 Penalty: 4850.553223
	Iteration 31Q: 3 clusters Score -2702073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2702081.000000 Penalty: 4850.553223
	Iteration 32Q: 3 clusters Score -2702081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2702092.750000 Penalty: 4850.553223
	Iteration 33Q: 3 clusters Score -2702093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2702098.750000 Penalty: 4850.553223
	Iteration 34Q: 3 clusters Score -2702099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2702097.750000 Penalty: 4850.553223
	Iteration 35Q: 3 clusters Score -2702098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2702104.500000 Penalty: 4850.553223
	Iteration 36Q: 3 clusters Score -2702104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2702107.000000 Penalty: 4850.553223
	Iteration 37Q: 3 clusters Score -2702107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2702105.500000 Penalty: 4850.553223
	Iteration 38Q: 3 clusters Score -2702106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2702105.500000 Penalty: 4850.553223
	Iteration 39F: 3 clusters Score -2702106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -800515.125000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -800515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -795690.250000 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -795690.2 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -796941.625000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -796941.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -797287.375000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -797287.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -797672.187500 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -797672.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -798075.125000 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -798075.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -798454.875000 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -798454.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -798796.687500 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -798796.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -799026.062500 Penalty: 4263.709961
	Iteration 7F: 3 clusters Score -799026.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -799195.250000 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -799195.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -799323.937500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -799323.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -799437.875000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -799437.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -799529.312500 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -799529.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -799592.562500 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -799592.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -799656.625000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -799656.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -799699.625000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -799699.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -799738.125000 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -799738.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -799762.187500 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -799762.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -799780.250000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -799780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -799791.812500 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -799791.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -799804.312500 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -799804.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -799823.437500 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -799823.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -799851.812500 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -799851.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -799922.875000 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -799922.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -799977.812500 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -799977.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -800004.312500 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -800004.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -800012.375000 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -800012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -800014.562500 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -800014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -800017.375000 Penalty: 4263.709961
	Iteration 27Q: 3 clusters Score -800017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -800017.687500 Penalty: 4263.709961
	Iteration 28Q: 3 clusters Score -800017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -800018.750000 Penalty: 4263.709961
	Iteration 29Q: 3 clusters Score -800018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -800018.750000 Penalty: 4263.709961
	Iteration 30Q: 3 clusters Score -800018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -800018.312500 Penalty: 4263.709961
	Iteration 31Q: 3 clusters Score -800018.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -800021.062500 Penalty: 4263.709961
	Iteration 32Q: 3 clusters Score -800021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -800021.062500 Penalty: 4263.709961
	Iteration 33F: 3 clusters Score -800021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Entering Unmasked Estep 
Score: -1887619.375000 Penalty: 2340.414795
	Iteration 0F: 2 clusters Score -1887619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1878204.500000 Penalty: 4680.829590
	Iteration 0F: 3 clusters Score -1878204 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1881334.375000 Penalty: 4680.829590
	Iteration 1F: 3 clusters Score -1881334 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1882032.625000 Penalty: 4680.829590
	Iteration 2F: 3 clusters Score -1882033 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1882774.500000 Penalty: 4680.829590
	Iteration 3F: 3 clusters Score -1882774 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1883516.000000 Penalty: 4680.829590
	Iteration 4F: 3 clusters Score -1883516 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1884142.000000 Penalty: 4680.829590
	Iteration 5F: 3 clusters Score -1884142 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1884581.750000 Penalty: 4680.829590
	Iteration 6F: 3 clusters Score -1884582 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1884857.125000 Penalty: 4680.829590
	Iteration 7Q: 3 clusters Score -1884857 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1885008.375000 Penalty: 4680.829590
	Iteration 8Q: 3 clusters Score -1885008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1885095.375000 Penalty: 4680.829590
	Iteration 9Q: 3 clusters Score -1885095 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1885149.375000 Penalty: 4680.829590
	Iteration 10Q: 3 clusters Score -1885149 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1885186.875000 Penalty: 4680.829590
	Iteration 11Q: 3 clusters Score -1885187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1885208.000000 Penalty: 4680.829590
	Iteration 12Q: 3 clusters Score -1885208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1885227.750000 Penalty: 4680.829590
	Iteration 13Q: 3 clusters Score -1885228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1885231.250000 Penalty: 4680.829590
	Iteration 14Q: 3 clusters Score -1885231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1885236.250000 Penalty: 4680.829590
	Iteration 15Q: 3 clusters Score -1885236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1885235.750000 Penalty: 4680.829590
	Iteration 16Q: 3 clusters Score -1885236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1885253.125000 Penalty: 4680.829590
	Iteration 17Q: 3 clusters Score -1885253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1885259.500000 Penalty: 4680.829590
	Iteration 18Q: 3 clusters Score -1885260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1885258.250000 Penalty: 4680.829590
	Iteration 19Q: 3 clusters Score -1885258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1885265.375000 Penalty: 4680.829590
	Iteration 20F: 3 clusters Score -1885265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1885266.500000 Penalty: 4680.829590
	Iteration 21Q: 3 clusters Score -1885266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1885265.000000 Penalty: 4680.829590
	Iteration 22Q: 3 clusters Score -1885265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1885271.875000 Penalty: 4680.829590
	Iteration 23Q: 3 clusters Score -1885272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1885269.750000 Penalty: 4680.829590
	Iteration 24Q: 3 clusters Score -1885270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1885270.875000 Penalty: 4680.829590
	Iteration 25Q: 3 clusters Score -1885271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1885272.625000 Penalty: 4680.829590
	Iteration 26Q: 3 clusters Score -1885273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1885272.375000 Penalty: 4680.829590
	Iteration 27Q: 3 clusters Score -1885272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1885273.750000 Penalty: 4680.829590
	Iteration 28Q: 3 clusters Score -1885274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1885273.000000 Penalty: 4680.829590
	Iteration 29Q: 3 clusters Score -1885273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1885269.000000 Penalty: 4680.829590
	Iteration 30Q: 3 clusters Score -1885269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1885270.250000 Penalty: 4680.829590
	Iteration 31Q: 3 clusters Score -1885270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1885270.000000 Penalty: 4680.829590
	Iteration 32Q: 3 clusters Score -1885270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1885271.375000 Penalty: 4680.829590
	Iteration 33Q: 3 clusters Score -1885271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1885270.750000 Penalty: 4680.829590
	Iteration 34Q: 3 clusters Score -1885271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1885269.250000 Penalty: 4680.829590
	Iteration 35Q: 3 clusters Score -1885269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1885271.625000 Penalty: 4680.829590
	Iteration 36Q: 3 clusters Score -1885272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1885274.000000 Penalty: 4680.829590
	Iteration 37Q: 3 clusters Score -1885274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1885274.750000 Penalty: 4680.829590
	Iteration 38Q: 3 clusters Score -1885275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1885276.250000 Penalty: 4680.829590
	Iteration 39Q: 3 clusters Score -1885276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1885278.000000 Penalty: 4680.829590
	Iteration 40F: 3 clusters Score -1885278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1885275.750000 Penalty: 4680.829590
	Iteration 41Q: 3 clusters Score -1885276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1885280.500000 Penalty: 4680.829590
	Iteration 42Q: 3 clusters Score -1885280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1885281.750000 Penalty: 4680.829590
	Iteration 43Q: 3 clusters Score -1885282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1885284.500000 Penalty: 4680.829590
	Iteration 44Q: 3 clusters Score -1885284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1885283.375000 Penalty: 4680.829590
	Iteration 45Q: 3 clusters Score -1885283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1885282.250000 Penalty: 4680.829590
	Iteration 46Q: 3 clusters Score -1885282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1885282.250000 Penalty: 4680.829590
	Iteration 47Q: 3 clusters Score -1885282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1885281.125000 Penalty: 4680.829590
	Iteration 48Q: 3 clusters Score -1885281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1885277.875000 Penalty: 4680.829590
	Iteration 49Q: 3 clusters Score -1885278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1885277.500000 Penalty: 4680.829590
	Iteration 50Q: 3 clusters Score -1885278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1885277.500000 Penalty: 4680.829590
	Iteration 51F: 3 clusters Score -1885278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Entering Unmasked Estep 
Score: -4023263.250000 Penalty: 2526.276123
	Iteration 0F: 2 clusters Score -4023263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4004897.500000 Penalty: 5052.552246
	Iteration 0F: 3 clusters Score -4004898 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4011456.250000 Penalty: 5052.552246
	Iteration 1F: 3 clusters Score -4011456 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4011871.750000 Penalty: 5052.552246
	Iteration 2Q: 3 clusters Score -4011872 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4012239.000000 Penalty: 5052.552246
	Iteration 3Q: 3 clusters Score -4012239 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4012551.750000 Penalty: 5052.552246
	Iteration 4Q: 3 clusters Score -4012552 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4012839.000000 Penalty: 5052.552246
	Iteration 5Q: 3 clusters Score -4012839 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4013114.000000 Penalty: 5052.552246
	Iteration 6Q: 3 clusters Score -4013114 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4013455.000000 Penalty: 5052.552246
	Iteration 7Q: 3 clusters Score -4013455 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4013890.250000 Penalty: 5052.552246
	Iteration 8Q: 3 clusters Score -4013890 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4014456.750000 Penalty: 5052.552246
	Iteration 9Q: 3 clusters Score -4014457 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4015159.250000 Penalty: 5052.552246
	Iteration 10Q: 3 clusters Score -4015159 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4015946.250000 Penalty: 5052.552246
	Iteration 11Q: 3 clusters Score -4015946 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4016800.750000 Penalty: 5052.552246
	Iteration 12Q: 3 clusters Score -4016801 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -4017555.500000 Penalty: 5052.552246
	Iteration 13Q: 3 clusters Score -4017556 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4018209.500000 Penalty: 5052.552246
	Iteration 14Q: 3 clusters Score -4018210 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4018760.500000 Penalty: 5052.552246
	Iteration 15Q: 3 clusters Score -4018760 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4019179.250000 Penalty: 5052.552246
	Iteration 16Q: 3 clusters Score -4019179 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4019540.250000 Penalty: 5052.552246
	Iteration 17Q: 3 clusters Score -4019540 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4019888.250000 Penalty: 5052.552246
	Iteration 18Q: 3 clusters Score -4019888 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4020194.500000 Penalty: 5052.552246
	Iteration 19Q: 3 clusters Score -4020194 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4020409.000000 Penalty: 5052.552246
	Iteration 20F: 3 clusters Score -4020409 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4020585.000000 Penalty: 5052.552246
	Iteration 21Q: 3 clusters Score -4020585 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4020726.500000 Penalty: 5052.552246
	Iteration 22Q: 3 clusters Score -4020726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4020823.750000 Penalty: 5052.552246
	Iteration 23Q: 3 clusters Score -4020824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4020888.500000 Penalty: 5052.552246
	Iteration 24Q: 3 clusters Score -4020888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4020940.000000 Penalty: 5052.552246
	Iteration 25Q: 3 clusters Score -4020940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4020977.750000 Penalty: 5052.552246
	Iteration 26Q: 3 clusters Score -4020978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4021011.000000 Penalty: 5052.552246
	Iteration 27Q: 3 clusters Score -4021011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4021040.500000 Penalty: 5052.552246
	Iteration 28Q: 3 clusters Score -4021040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4021053.750000 Penalty: 5052.552246
	Iteration 29Q: 3 clusters Score -4021054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4021071.000000 Penalty: 5052.552246
	Iteration 30Q: 3 clusters Score -4021071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4021075.000000 Penalty: 5052.552246
	Iteration 31Q: 3 clusters Score -4021075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4021082.000000 Penalty: 5052.552246
	Iteration 32Q: 3 clusters Score -4021082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4021088.250000 Penalty: 5052.552246
	Iteration 33Q: 3 clusters Score -4021088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4021090.500000 Penalty: 5052.552246
	Iteration 34Q: 3 clusters Score -4021090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4021095.500000 Penalty: 5052.552246
	Iteration 35Q: 3 clusters Score -4021096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4021103.750000 Penalty: 5052.552246
	Iteration 36Q: 3 clusters Score -4021104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4021106.750000 Penalty: 5052.552246
	Iteration 37Q: 3 clusters Score -4021107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4021111.000000 Penalty: 5052.552246
	Iteration 38Q: 3 clusters Score -4021111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4021115.750000 Penalty: 5052.552246
	Iteration 39Q: 3 clusters Score -4021116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4021120.000000 Penalty: 5052.552246
	Iteration 40F: 3 clusters Score -4021120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4021121.250000 Penalty: 5052.552246
	Iteration 41Q: 3 clusters Score -4021121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4021131.250000 Penalty: 5052.552246
	Iteration 42Q: 3 clusters Score -4021131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4021133.000000 Penalty: 5052.552246
	Iteration 43Q: 3 clusters Score -4021133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4021140.500000 Penalty: 5052.552246
	Iteration 44Q: 3 clusters Score -4021140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4021150.000000 Penalty: 5052.552246
	Iteration 45Q: 3 clusters Score -4021150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4021148.000000 Penalty: 5052.552246
	Iteration 46Q: 3 clusters Score -4021148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4021150.000000 Penalty: 5052.552246
	Iteration 47Q: 3 clusters Score -4021150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4021153.500000 Penalty: 5052.552246
	Iteration 48Q: 3 clusters Score -4021154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4021152.000000 Penalty: 5052.552246
	Iteration 49Q: 3 clusters Score -4021152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4021154.500000 Penalty: 5052.552246
	Iteration 50Q: 3 clusters Score -4021154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4021154.250000 Penalty: 5052.552246
	Iteration 51Q: 3 clusters Score -4021154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4021154.250000 Penalty: 5052.552246
	Iteration 52F: 3 clusters Score -4021154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Entering Unmasked Estep 
Score: -3205713.500000 Penalty: 2481.229980
	Iteration 0F: 2 clusters Score -3205714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3190277.250000 Penalty: 4962.459961
	Iteration 0F: 3 clusters Score -3190277 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3195847.500000 Penalty: 4962.459961
	Iteration 1F: 3 clusters Score -3195848 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3196583.250000 Penalty: 4962.459961
	Iteration 2F: 3 clusters Score -3196583 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3197255.000000 Penalty: 4962.459961
	Iteration 3F: 3 clusters Score -3197255 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3197845.750000 Penalty: 4962.459961
	Iteration 4F: 3 clusters Score -3197846 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3198395.750000 Penalty: 4962.459961
	Iteration 5F: 3 clusters Score -3198396 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3198967.500000 Penalty: 4962.459961
	Iteration 6Q: 3 clusters Score -3198968 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3199480.500000 Penalty: 4962.459961
	Iteration 7Q: 3 clusters Score -3199480 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3199891.250000 Penalty: 4962.459961
	Iteration 8Q: 3 clusters Score -3199891 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3200329.250000 Penalty: 4962.459961
	Iteration 9Q: 3 clusters Score -3200329 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3200703.500000 Penalty: 4962.459961
	Iteration 10Q: 3 clusters Score -3200704 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3201135.500000 Penalty: 4962.459961
	Iteration 11Q: 3 clusters Score -3201136 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3201597.500000 Penalty: 4962.459961
	Iteration 12Q: 3 clusters Score -3201598 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3202101.000000 Penalty: 4962.459961
	Iteration 13Q: 3 clusters Score -3202101 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3202553.500000 Penalty: 4962.459961
	Iteration 14Q: 3 clusters Score -3202554 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3202911.750000 Penalty: 4962.459961
	Iteration 15Q: 3 clusters Score -3202912 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3203199.250000 Penalty: 4962.459961
	Iteration 16Q: 3 clusters Score -3203199 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3203436.250000 Penalty: 4962.459961
	Iteration 17Q: 3 clusters Score -3203436 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3203578.500000 Penalty: 4962.459961
	Iteration 18Q: 3 clusters Score -3203578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3203704.750000 Penalty: 4962.459961
	Iteration 19Q: 3 clusters Score -3203705 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3203801.000000 Penalty: 4962.459961
	Iteration 20F: 3 clusters Score -3203801 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3203853.500000 Penalty: 4962.459961
	Iteration 21Q: 3 clusters Score -3203854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3203923.000000 Penalty: 4962.459961
	Iteration 22Q: 3 clusters Score -3203923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3203969.750000 Penalty: 4962.459961
	Iteration 23Q: 3 clusters Score -3203970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3203996.500000 Penalty: 4962.459961
	Iteration 24Q: 3 clusters Score -3203996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3204004.250000 Penalty: 4962.459961
	Iteration 25Q: 3 clusters Score -3204004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3204029.250000 Penalty: 4962.459961
	Iteration 26Q: 3 clusters Score -3204029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3204049.250000 Penalty: 4962.459961
	Iteration 27Q: 3 clusters Score -3204049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3204069.500000 Penalty: 4962.459961
	Iteration 28Q: 3 clusters Score -3204070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3204070.500000 Penalty: 4962.459961
	Iteration 29Q: 3 clusters Score -3204070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3204071.250000 Penalty: 4962.459961
	Iteration 30Q: 3 clusters Score -3204071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3204087.500000 Penalty: 4962.459961
	Iteration 31Q: 3 clusters Score -3204088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3204093.500000 Penalty: 4962.459961
	Iteration 32Q: 3 clusters Score -3204094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3204100.000000 Penalty: 4962.459961
	Iteration 33Q: 3 clusters Score -3204100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3204105.750000 Penalty: 4962.459961
	Iteration 34Q: 3 clusters Score -3204106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3204104.500000 Penalty: 4962.459961
	Iteration 35Q: 3 clusters Score -3204104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3204111.250000 Penalty: 4962.459961
	Iteration 36Q: 3 clusters Score -3204111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3204118.750000 Penalty: 4962.459961
	Iteration 37Q: 3 clusters Score -3204119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3204116.750000 Penalty: 4962.459961
	Iteration 38Q: 3 clusters Score -3204117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3204117.500000 Penalty: 4962.459961
	Iteration 39Q: 3 clusters Score -3204118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3204118.750000 Penalty: 4962.459961
	Iteration 40F: 3 clusters Score -3204119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3204122.500000 Penalty: 4962.459961
	Iteration 41Q: 3 clusters Score -3204122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3204118.000000 Penalty: 4962.459961
	Iteration 42Q: 3 clusters Score -3204118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3204124.750000 Penalty: 4962.459961
	Iteration 43Q: 3 clusters Score -3204125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3204124.500000 Penalty: 4962.459961
	Iteration 44Q: 3 clusters Score -3204124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3204128.250000 Penalty: 4962.459961
	Iteration 45Q: 3 clusters Score -3204128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3204122.000000 Penalty: 4962.459961
	Iteration 46Q: 3 clusters Score -3204122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3204121.000000 Penalty: 4962.459961
	Iteration 47Q: 3 clusters Score -3204121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3204120.500000 Penalty: 4962.459961
	Iteration 48Q: 3 clusters Score -3204120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3204126.750000 Penalty: 4962.459961
	Iteration 49Q: 3 clusters Score -3204127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3204127.500000 Penalty: 4962.459961
	Iteration 50Q: 3 clusters Score -3204128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3204128.250000 Penalty: 4962.459961
	Iteration 51Q: 3 clusters Score -3204128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3204131.000000 Penalty: 4962.459961
	Iteration 52Q: 3 clusters Score -3204131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3204136.500000 Penalty: 4962.459961
	Iteration 53Q: 3 clusters Score -3204136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3204139.500000 Penalty: 4962.459961
	Iteration 54Q: 3 clusters Score -3204140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3204138.750000 Penalty: 4962.459961
	Iteration 55Q: 3 clusters Score -3204139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3204138.750000 Penalty: 4962.459961
	Iteration 56Q: 3 clusters Score -3204139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3204141.500000 Penalty: 4962.459961
	Iteration 57Q: 3 clusters Score -3204142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3204139.000000 Penalty: 4962.459961
	Iteration 58Q: 3 clusters Score -3204139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3204143.500000 Penalty: 4962.459961
	Iteration 59Q: 3 clusters Score -3204144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3204141.000000 Penalty: 4962.459961
	Iteration 60F: 3 clusters Score -3204141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3204140.750000 Penalty: 4962.459961
	Iteration 61Q: 3 clusters Score -3204141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3204142.250000 Penalty: 4962.459961
	Iteration 62Q: 3 clusters Score -3204142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3204146.000000 Penalty: 4962.459961
	Iteration 63Q: 3 clusters Score -3204146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3204151.750000 Penalty: 4962.459961
	Iteration 64Q: 3 clusters Score -3204152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3204154.750000 Penalty: 4962.459961
	Iteration 65Q: 3 clusters Score -3204155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3204155.000000 Penalty: 4962.459961
	Iteration 66Q: 3 clusters Score -3204155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3204161.750000 Penalty: 4962.459961
	Iteration 67Q: 3 clusters Score -3204162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3204160.500000 Penalty: 4962.459961
	Iteration 68Q: 3 clusters Score -3204160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3204167.250000 Penalty: 4962.459961
	Iteration 69Q: 3 clusters Score -3204167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3204163.750000 Penalty: 4962.459961
	Iteration 70Q: 3 clusters Score -3204164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3204163.750000 Penalty: 4962.459961
	Iteration 71F: 3 clusters Score -3204164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21108.662109 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21108.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21206.423828 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21206.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21266.865234 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21266.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21294.175781 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21294.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21294.175781 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -21294.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Entering Unmasked Estep 
Score: -2272051.500000 Penalty: 2404.157959
	Iteration 0F: 2 clusters Score -2272052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2260364.250000 Penalty: 4808.315918
	Iteration 0F: 3 clusters Score -2260364 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2264183.000000 Penalty: 4808.315918
	Iteration 1F: 3 clusters Score -2264183 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2264785.000000 Penalty: 4808.315918
	Iteration 2F: 3 clusters Score -2264785 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2265344.500000 Penalty: 4808.315918
	Iteration 3F: 3 clusters Score -2265344 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2265868.000000 Penalty: 4808.315918
	Iteration 4F: 3 clusters Score -2265868 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2266408.500000 Penalty: 4808.315918
	Iteration 5F: 3 clusters Score -2266408 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2266964.250000 Penalty: 4808.315918
	Iteration 6F: 3 clusters Score -2266964 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2267507.250000 Penalty: 4808.315918
	Iteration 7Q: 3 clusters Score -2267507 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2268004.000000 Penalty: 4808.315918
	Iteration 8Q: 3 clusters Score -2268004 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2268339.000000 Penalty: 4808.315918
	Iteration 9Q: 3 clusters Score -2268339 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2268573.000000 Penalty: 4808.315918
	Iteration 10Q: 3 clusters Score -2268573 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2268761.750000 Penalty: 4808.315918
	Iteration 11Q: 3 clusters Score -2268762 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2268893.000000 Penalty: 4808.315918
	Iteration 12Q: 3 clusters Score -2268893 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2269000.500000 Penalty: 4808.315918
	Iteration 13Q: 3 clusters Score -2269000 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2269104.750000 Penalty: 4808.315918
	Iteration 14Q: 3 clusters Score -2269105 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2269233.250000 Penalty: 4808.315918
	Iteration 15Q: 3 clusters Score -2269233 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2269377.750000 Penalty: 4808.315918
	Iteration 16Q: 3 clusters Score -2269378 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2269516.250000 Penalty: 4808.315918
	Iteration 17Q: 3 clusters Score -2269516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2269677.000000 Penalty: 4808.315918
	Iteration 18Q: 3 clusters Score -2269677 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2269791.500000 Penalty: 4808.315918
	Iteration 19Q: 3 clusters Score -2269792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2269901.000000 Penalty: 4808.315918
	Iteration 20F: 3 clusters Score -2269901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2269999.500000 Penalty: 4808.315918
	Iteration 21Q: 3 clusters Score -2270000 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2270073.750000 Penalty: 4808.315918
	Iteration 22Q: 3 clusters Score -2270074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2270151.000000 Penalty: 4808.315918
	Iteration 23Q: 3 clusters Score -2270151 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2270217.500000 Penalty: 4808.315918
	Iteration 24Q: 3 clusters Score -2270218 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2270265.000000 Penalty: 4808.315918
	Iteration 25Q: 3 clusters Score -2270265 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2270315.750000 Penalty: 4808.315918
	Iteration 26Q: 3 clusters Score -2270316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2270356.500000 Penalty: 4808.315918
	Iteration 27Q: 3 clusters Score -2270356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2270398.750000 Penalty: 4808.315918
	Iteration 28Q: 3 clusters Score -2270399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2270425.500000 Penalty: 4808.315918
	Iteration 29Q: 3 clusters Score -2270426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2270449.000000 Penalty: 4808.315918
	Iteration 30Q: 3 clusters Score -2270449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2270464.750000 Penalty: 4808.315918
	Iteration 31Q: 3 clusters Score -2270465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2270473.500000 Penalty: 4808.315918
	Iteration 32Q: 3 clusters Score -2270474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2270483.250000 Penalty: 4808.315918
	Iteration 33Q: 3 clusters Score -2270483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2270488.750000 Penalty: 4808.315918
	Iteration 34Q: 3 clusters Score -2270489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2270503.000000 Penalty: 4808.315918
	Iteration 35Q: 3 clusters Score -2270503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2270508.000000 Penalty: 4808.315918
	Iteration 36Q: 3 clusters Score -2270508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2270512.250000 Penalty: 4808.315918
	Iteration 37Q: 3 clusters Score -2270512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2270520.000000 Penalty: 4808.315918
	Iteration 38Q: 3 clusters Score -2270520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2270519.000000 Penalty: 4808.315918
	Iteration 39Q: 3 clusters Score -2270519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2270525.250000 Penalty: 4808.315918
	Iteration 40F: 3 clusters Score -2270525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2270526.250000 Penalty: 4808.315918
	Iteration 41Q: 3 clusters Score -2270526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2270528.750000 Penalty: 4808.315918
	Iteration 42Q: 3 clusters Score -2270529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2270534.750000 Penalty: 4808.315918
	Iteration 43Q: 3 clusters Score -2270535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2270538.000000 Penalty: 4808.315918
	Iteration 44Q: 3 clusters Score -2270538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2270542.250000 Penalty: 4808.315918
	Iteration 45Q: 3 clusters Score -2270542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2270539.750000 Penalty: 4808.315918
	Iteration 46Q: 3 clusters Score -2270540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2270544.500000 Penalty: 4808.315918
	Iteration 47Q: 3 clusters Score -2270544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2270545.250000 Penalty: 4808.315918
	Iteration 48Q: 3 clusters Score -2270545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2270551.000000 Penalty: 4808.315918
	Iteration 49Q: 3 clusters Score -2270551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2270556.500000 Penalty: 4808.315918
	Iteration 50Q: 3 clusters Score -2270556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2270560.500000 Penalty: 4808.315918
	Iteration 51Q: 3 clusters Score -2270560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2270563.000000 Penalty: 4808.315918
	Iteration 52Q: 3 clusters Score -2270563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2270565.750000 Penalty: 4808.315918
	Iteration 53Q: 3 clusters Score -2270566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2270565.250000 Penalty: 4808.315918
	Iteration 54Q: 3 clusters Score -2270565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2270571.000000 Penalty: 4808.315918
	Iteration 55Q: 3 clusters Score -2270571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2270571.000000 Penalty: 4808.315918
	Iteration 56Q: 3 clusters Score -2270571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2270571.750000 Penalty: 4808.315918
	Iteration 57Q: 3 clusters Score -2270572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2270574.000000 Penalty: 4808.315918
	Iteration 58Q: 3 clusters Score -2270574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2270576.500000 Penalty: 4808.315918
	Iteration 59Q: 3 clusters Score -2270576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2270578.750000 Penalty: 4808.315918
	Iteration 60F: 3 clusters Score -2270579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2270579.750000 Penalty: 4808.315918
	Iteration 61Q: 3 clusters Score -2270580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2270583.750000 Penalty: 4808.315918
	Iteration 62Q: 3 clusters Score -2270584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2270584.000000 Penalty: 4808.315918
	Iteration 63Q: 3 clusters Score -2270584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2270585.500000 Penalty: 4808.315918
	Iteration 64Q: 3 clusters Score -2270586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2270589.500000 Penalty: 4808.315918
	Iteration 65Q: 3 clusters Score -2270590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2270590.500000 Penalty: 4808.315918
	Iteration 66Q: 3 clusters Score -2270590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2270594.000000 Penalty: 4808.315918
	Iteration 67Q: 3 clusters Score -2270594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2270599.500000 Penalty: 4808.315918
	Iteration 68Q: 3 clusters Score -2270600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2270595.000000 Penalty: 4808.315918
	Iteration 69Q: 3 clusters Score -2270595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2270596.750000 Penalty: 4808.315918
	Iteration 70Q: 3 clusters Score -2270597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2270598.250000 Penalty: 4808.315918
	Iteration 71Q: 3 clusters Score -2270598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2270597.250000 Penalty: 4808.315918
	Iteration 72Q: 3 clusters Score -2270597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2270598.750000 Penalty: 4808.315918
	Iteration 73Q: 3 clusters Score -2270599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2270598.750000 Penalty: 4808.315918
	Iteration 74F: 3 clusters Score -2270599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Entering Unmasked Estep 
Score: -2346761.250000 Penalty: 2391.391357
	Iteration 0F: 2 clusters Score -2346761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2335647.000000 Penalty: 4782.782715
	Iteration 0F: 3 clusters Score -2335647 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2339254.000000 Penalty: 4782.782715
	Iteration 1F: 3 clusters Score -2339254 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2339575.500000 Penalty: 4782.782715
	Iteration 2F: 3 clusters Score -2339576 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2339840.750000 Penalty: 4782.782715
	Iteration 3Q: 3 clusters Score -2339841 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2340135.500000 Penalty: 4782.782715
	Iteration 4Q: 3 clusters Score -2340136 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2340479.750000 Penalty: 4782.782715
	Iteration 5Q: 3 clusters Score -2340480 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2340856.250000 Penalty: 4782.782715
	Iteration 6Q: 3 clusters Score -2340856 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2341265.500000 Penalty: 4782.782715
	Iteration 7Q: 3 clusters Score -2341266 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2341753.500000 Penalty: 4782.782715
	Iteration 8F: 3 clusters Score -2341754 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2342340.000000 Penalty: 4782.782715
	Iteration 9F: 3 clusters Score -2342340 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2343002.500000 Penalty: 4782.782715
	Iteration 10F: 3 clusters Score -2343002 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2343703.250000 Penalty: 4782.782715
	Iteration 11F: 3 clusters Score -2343703 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2344254.750000 Penalty: 4782.782715
	Iteration 12Q: 3 clusters Score -2344255 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2344663.250000 Penalty: 4782.782715
	Iteration 13Q: 3 clusters Score -2344663 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2344915.500000 Penalty: 4782.782715
	Iteration 14Q: 3 clusters Score -2344916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2345053.500000 Penalty: 4782.782715
	Iteration 15Q: 3 clusters Score -2345054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2345187.250000 Penalty: 4782.782715
	Iteration 16Q: 3 clusters Score -2345187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2345352.500000 Penalty: 4782.782715
	Iteration 17Q: 3 clusters Score -2345352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2345520.000000 Penalty: 4782.782715
	Iteration 18Q: 3 clusters Score -2345520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2345720.500000 Penalty: 4782.782715
	Iteration 19Q: 3 clusters Score -2345720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2345803.000000 Penalty: 4782.782715
	Iteration 20F: 3 clusters Score -2345803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2345864.000000 Penalty: 4782.782715
	Iteration 21Q: 3 clusters Score -2345864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2345895.000000 Penalty: 4782.782715
	Iteration 22Q: 3 clusters Score -2345895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2345916.750000 Penalty: 4782.782715
	Iteration 23Q: 3 clusters Score -2345917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2345932.000000 Penalty: 4782.782715
	Iteration 24Q: 3 clusters Score -2345932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2345944.750000 Penalty: 4782.782715
	Iteration 25Q: 3 clusters Score -2345945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2345947.500000 Penalty: 4782.782715
	Iteration 26Q: 3 clusters Score -2345948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2345953.500000 Penalty: 4782.782715
	Iteration 27Q: 3 clusters Score -2345954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2345960.500000 Penalty: 4782.782715
	Iteration 28Q: 3 clusters Score -2345960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2345967.500000 Penalty: 4782.782715
	Iteration 29Q: 3 clusters Score -2345968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2345972.500000 Penalty: 4782.782715
	Iteration 30Q: 3 clusters Score -2345972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2345972.750000 Penalty: 4782.782715
	Iteration 31Q: 3 clusters Score -2345973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2345971.500000 Penalty: 4782.782715
	Iteration 32Q: 3 clusters Score -2345972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2345978.000000 Penalty: 4782.782715
	Iteration 33Q: 3 clusters Score -2345978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2345978.750000 Penalty: 4782.782715
	Iteration 34Q: 3 clusters Score -2345979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2345978.250000 Penalty: 4782.782715
	Iteration 35Q: 3 clusters Score -2345978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2345977.000000 Penalty: 4782.782715
	Iteration 36Q: 3 clusters Score -2345977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2345977.000000 Penalty: 4782.782715
	Iteration 37F: 3 clusters Score -2345977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -359184.812500 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -359184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -356206.281250 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -356206.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -356868.937500 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -356868.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357057.625000 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -357057.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -357223.968750 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -357224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -357346.750000 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -357346.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -357464.437500 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -357464.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -357584.687500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -357584.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -357705.562500 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -357705.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -357801.218750 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -357801.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -357885.750000 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -357885.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -357976.250000 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -357976.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -358041.500000 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -358041.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -358070.312500 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -358070.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -358098.812500 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -358098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -358121.156250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -358121.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -358132.500000 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -358132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -358138.031250 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -358138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -358142.343750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -358142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -358147.562500 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -358147.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -358154.468750 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -358154.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -358166.343750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -358166.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -358175.250000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -358175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358179.500000 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -358179.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -358187.437500 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -358187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -358191.937500 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -358191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -358192.093750 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -358192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -358193.062500 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -358193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -358193.593750 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -358193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -358194.968750 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -358195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358195.781250 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -358195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358195.781250 Penalty: 3891.714844
	Iteration 30F: 3 clusters Score -358195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Entering Unmasked Estep 
Score: -5580049.500000 Penalty: 2607.583252
	Iteration 0F: 2 clusters Score -5580050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5555082.500000 Penalty: 5215.166504
	Iteration 0F: 3 clusters Score -5555082 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5564286.000000 Penalty: 5215.166504
	Iteration 1F: 3 clusters Score -5564286 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -5564875.500000 Penalty: 5215.166504
	Iteration 2Q: 3 clusters Score -5564876 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5565533.000000 Penalty: 5215.166504
	Iteration 3Q: 3 clusters Score -5565533 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5566354.500000 Penalty: 5215.166504
	Iteration 4Q: 3 clusters Score -5566354 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5567427.000000 Penalty: 5215.166504
	Iteration 5F: 3 clusters Score -5567427 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5568656.000000 Penalty: 5215.166504
	Iteration 6F: 3 clusters Score -5568656 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5569987.000000 Penalty: 5215.166504
	Iteration 7F: 3 clusters Score -5569987 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5571194.000000 Penalty: 5215.166504
	Iteration 8F: 3 clusters Score -5571194 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5572287.000000 Penalty: 5215.166504
	Iteration 9Q: 3 clusters Score -5572287 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5573224.500000 Penalty: 5215.166504
	Iteration 10Q: 3 clusters Score -5573224 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5574123.500000 Penalty: 5215.166504
	Iteration 11Q: 3 clusters Score -5574124 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5574895.000000 Penalty: 5215.166504
	Iteration 12Q: 3 clusters Score -5574895 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5575527.000000 Penalty: 5215.166504
	Iteration 13Q: 3 clusters Score -5575527 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -5575991.000000 Penalty: 5215.166504
	Iteration 14Q: 3 clusters Score -5575991 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5576318.000000 Penalty: 5215.166504
	Iteration 15Q: 3 clusters Score -5576318 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5576517.000000 Penalty: 5215.166504
	Iteration 16Q: 3 clusters Score -5576517 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5576686.500000 Penalty: 5215.166504
	Iteration 17Q: 3 clusters Score -5576686 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -5576859.500000 Penalty: 5215.166504
	Iteration 18Q: 3 clusters Score -5576860 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5576990.000000 Penalty: 5215.166504
	Iteration 19Q: 3 clusters Score -5576990 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -5577100.000000 Penalty: 5215.166504
	Iteration 20F: 3 clusters Score -5577100 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -5577197.500000 Penalty: 5215.166504
	Iteration 21Q: 3 clusters Score -5577198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5577292.000000 Penalty: 5215.166504
	Iteration 22Q: 3 clusters Score -5577292 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -5577363.500000 Penalty: 5215.166504
	Iteration 23Q: 3 clusters Score -5577364 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5577451.500000 Penalty: 5215.166504
	Iteration 24Q: 3 clusters Score -5577452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5577529.000000 Penalty: 5215.166504
	Iteration 25Q: 3 clusters Score -5577529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -5577597.000000 Penalty: 5215.166504
	Iteration 26Q: 3 clusters Score -5577597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5577675.000000 Penalty: 5215.166504
	Iteration 27Q: 3 clusters Score -5577675 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -5577749.000000 Penalty: 5215.166504
	Iteration 28Q: 3 clusters Score -5577749 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -5577815.000000 Penalty: 5215.166504
	Iteration 29Q: 3 clusters Score -5577815 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -5577876.500000 Penalty: 5215.166504
	Iteration 30Q: 3 clusters Score -5577876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5577927.000000 Penalty: 5215.166504
	Iteration 31Q: 3 clusters Score -5577927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5578021.500000 Penalty: 5215.166504
	Iteration 32Q: 3 clusters Score -5578022 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -5578085.000000 Penalty: 5215.166504
	Iteration 33Q: 3 clusters Score -5578085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5578130.000000 Penalty: 5215.166504
	Iteration 34Q: 3 clusters Score -5578130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5578207.000000 Penalty: 5215.166504
	Iteration 35Q: 3 clusters Score -5578207 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5578244.500000 Penalty: 5215.166504
	Iteration 36Q: 3 clusters Score -5578244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -5578269.000000 Penalty: 5215.166504
	Iteration 37Q: 3 clusters Score -5578269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -5578306.500000 Penalty: 5215.166504
	Iteration 38Q: 3 clusters Score -5578306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5578345.500000 Penalty: 5215.166504
	Iteration 39Q: 3 clusters Score -5578346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5578361.500000 Penalty: 5215.166504
	Iteration 40F: 3 clusters Score -5578362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5578384.000000 Penalty: 5215.166504
	Iteration 41Q: 3 clusters Score -5578384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5578395.500000 Penalty: 5215.166504
	Iteration 42Q: 3 clusters Score -5578396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5578410.000000 Penalty: 5215.166504
	Iteration 43Q: 3 clusters Score -5578410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -5578433.000000 Penalty: 5215.166504
	Iteration 44Q: 3 clusters Score -5578433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5578426.500000 Penalty: 5215.166504
	Iteration 45Q: 3 clusters Score -5578426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -5578428.000000 Penalty: 5215.166504
	Iteration 46Q: 3 clusters Score -5578428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -5578445.500000 Penalty: 5215.166504
	Iteration 47Q: 3 clusters Score -5578446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5578457.500000 Penalty: 5215.166504
	Iteration 48Q: 3 clusters Score -5578458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -5578462.000000 Penalty: 5215.166504
	Iteration 49Q: 3 clusters Score -5578462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5578466.500000 Penalty: 5215.166504
	Iteration 50Q: 3 clusters Score -5578466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5578482.000000 Penalty: 5215.166504
	Iteration 51Q: 3 clusters Score -5578482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5578489.500000 Penalty: 5215.166504
	Iteration 52Q: 3 clusters Score -5578490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5578483.000000 Penalty: 5215.166504
	Iteration 53Q: 3 clusters Score -5578483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5578487.500000 Penalty: 5215.166504
	Iteration 54Q: 3 clusters Score -5578488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5578494.500000 Penalty: 5215.166504
	Iteration 55Q: 3 clusters Score -5578494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -5578499.000000 Penalty: 5215.166504
	Iteration 56Q: 3 clusters Score -5578499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -5578493.500000 Penalty: 5215.166504
	Iteration 57Q: 3 clusters Score -5578494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5578493.500000 Penalty: 5215.166504
	Iteration 58Q: 3 clusters Score -5578494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -5578500.000000 Penalty: 5215.166504
	Iteration 59Q: 3 clusters Score -5578500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -5578504.000000 Penalty: 5215.166504
	Iteration 60F: 3 clusters Score -5578504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5578508.000000 Penalty: 5215.166504
	Iteration 61Q: 3 clusters Score -5578508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -5578507.000000 Penalty: 5215.166504
	Iteration 62Q: 3 clusters Score -5578507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5578512.000000 Penalty: 5215.166504
	Iteration 63Q: 3 clusters Score -5578512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -5578513.000000 Penalty: 5215.166504
	Iteration 64Q: 3 clusters Score -5578513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5578512.500000 Penalty: 5215.166504
	Iteration 65Q: 3 clusters Score -5578512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -5578519.500000 Penalty: 5215.166504
	Iteration 66Q: 3 clusters Score -5578520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5578524.000000 Penalty: 5215.166504
	Iteration 67Q: 3 clusters Score -5578524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5578526.000000 Penalty: 5215.166504
	Iteration 68Q: 3 clusters Score -5578526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5578527.000000 Penalty: 5215.166504
	Iteration 69Q: 3 clusters Score -5578527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -5578521.500000 Penalty: 5215.166504
	Iteration 70Q: 3 clusters Score -5578522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5578524.000000 Penalty: 5215.166504
	Iteration 71Q: 3 clusters Score -5578524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5578527.500000 Penalty: 5215.166504
	Iteration 72Q: 3 clusters Score -5578528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -5578530.000000 Penalty: 5215.166504
	Iteration 73Q: 3 clusters Score -5578530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5578527.500000 Penalty: 5215.166504
	Iteration 74Q: 3 clusters Score -5578528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5578527.500000 Penalty: 5215.166504
	Iteration 75F: 3 clusters Score -5578528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15469.900391 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15518.116211 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15518.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15532.004883 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15539.681641 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15539.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15539.681641 Penalty: 2443.917969
	Iteration 4F: 3 clusters Score -15539.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90090.093750 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90090.09 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90374.890625 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90374.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90484.726562 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -90484.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90557.656250 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -90557.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90622.882812 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90622.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90704.578125 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90704.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90787.929688 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -90787.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90868.757812 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -90868.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90919.921875 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -90919.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90953.992188 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -90953.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90975.460938 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -90975.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90980.656250 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -90980.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90982.976562 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -90982.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90985.843750 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -90985.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90985.843750 Penalty: 3240.759277
	Iteration 14F: 3 clusters Score -90985.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -430177.937500 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -430177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -426965.687500 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -426965.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -427630.000000 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -427630 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -427787.906250 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -427787.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -427907.687500 Penalty: 3951.942871
	Iteration 3Q: 3 clusters Score -427907.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -428004.656250 Penalty: 3951.942871
	Iteration 4Q: 3 clusters Score -428004.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -428078.156250 Penalty: 3951.942871
	Iteration 5Q: 3 clusters Score -428078.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -428133.156250 Penalty: 3951.942871
	Iteration 6Q: 3 clusters Score -428133.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -428185.562500 Penalty: 3951.942871
	Iteration 7Q: 3 clusters Score -428185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -428217.343750 Penalty: 3951.942871
	Iteration 8Q: 3 clusters Score -428217.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -428254.125000 Penalty: 3951.942871
	Iteration 9Q: 3 clusters Score -428254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -428271.093750 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -428271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -428284.781250 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -428284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -428295.968750 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -428296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -428305.531250 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -428305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -428310.218750 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -428310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -428313.062500 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -428313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -428316.593750 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -428316.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -428318.531250 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -428318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -428321.593750 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -428321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -428324.437500 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -428324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -428325.062500 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -428325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -428325.843750 Penalty: 3951.942871
	Iteration 21Q: 3 clusters Score -428325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -428326.281250 Penalty: 3951.942871
	Iteration 22Q: 3 clusters Score -428326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -428326.750000 Penalty: 3951.942871
	Iteration 23Q: 3 clusters Score -428326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -428326.750000 Penalty: 3951.942871
	Iteration 24Q: 3 clusters Score -428326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -428326.718750 Penalty: 3951.942871
	Iteration 25Q: 3 clusters Score -428326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -428326.718750 Penalty: 3951.942871
	Iteration 26F: 3 clusters Score -428326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Entering Unmasked Estep 
Score: -1577975.875000 Penalty: 2297.136963
	Iteration 0F: 2 clusters Score -1577976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1569936.000000 Penalty: 4594.273926
	Iteration 0F: 3 clusters Score -1569936 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1572744.250000 Penalty: 4594.273926
	Iteration 1F: 3 clusters Score -1572744 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1573655.625000 Penalty: 4594.273926
	Iteration 2F: 3 clusters Score -1573656 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1574439.625000 Penalty: 4594.273926
	Iteration 3F: 3 clusters Score -1574440 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1575093.875000 Penalty: 4594.273926
	Iteration 4F: 3 clusters Score -1575094 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1575581.375000 Penalty: 4594.273926
	Iteration 5F: 3 clusters Score -1575581 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1575911.250000 Penalty: 4594.273926
	Iteration 6Q: 3 clusters Score -1575911 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1576130.000000 Penalty: 4594.273926
	Iteration 7Q: 3 clusters Score -1576130 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1576299.000000 Penalty: 4594.273926
	Iteration 8Q: 3 clusters Score -1576299 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1576420.875000 Penalty: 4594.273926
	Iteration 9Q: 3 clusters Score -1576421 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1576506.625000 Penalty: 4594.273926
	Iteration 10Q: 3 clusters Score -1576507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1576566.875000 Penalty: 4594.273926
	Iteration 11Q: 3 clusters Score -1576567 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1576620.875000 Penalty: 4594.273926
	Iteration 12Q: 3 clusters Score -1576621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1576658.875000 Penalty: 4594.273926
	Iteration 13Q: 3 clusters Score -1576659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1576688.375000 Penalty: 4594.273926
	Iteration 14Q: 3 clusters Score -1576688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1576713.000000 Penalty: 4594.273926
	Iteration 15Q: 3 clusters Score -1576713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1576734.875000 Penalty: 4594.273926
	Iteration 16Q: 3 clusters Score -1576735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1576753.000000 Penalty: 4594.273926
	Iteration 17Q: 3 clusters Score -1576753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1576773.875000 Penalty: 4594.273926
	Iteration 18Q: 3 clusters Score -1576774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1576807.625000 Penalty: 4594.273926
	Iteration 19Q: 3 clusters Score -1576808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1576843.625000 Penalty: 4594.273926
	Iteration 20F: 3 clusters Score -1576844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1576872.875000 Penalty: 4594.273926
	Iteration 21Q: 3 clusters Score -1576873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1576906.625000 Penalty: 4594.273926
	Iteration 22Q: 3 clusters Score -1576907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1576923.000000 Penalty: 4594.273926
	Iteration 23Q: 3 clusters Score -1576923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1576934.625000 Penalty: 4594.273926
	Iteration 24Q: 3 clusters Score -1576935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1576943.250000 Penalty: 4594.273926
	Iteration 25Q: 3 clusters Score -1576943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1576946.375000 Penalty: 4594.273926
	Iteration 26Q: 3 clusters Score -1576946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1576946.500000 Penalty: 4594.273926
	Iteration 27Q: 3 clusters Score -1576946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1576949.250000 Penalty: 4594.273926
	Iteration 28Q: 3 clusters Score -1576949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1576948.750000 Penalty: 4594.273926
	Iteration 29Q: 3 clusters Score -1576949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1576949.375000 Penalty: 4594.273926
	Iteration 30Q: 3 clusters Score -1576949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1576952.250000 Penalty: 4594.273926
	Iteration 31Q: 3 clusters Score -1576952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1576954.625000 Penalty: 4594.273926
	Iteration 32Q: 3 clusters Score -1576955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1576955.125000 Penalty: 4594.273926
	Iteration 33Q: 3 clusters Score -1576955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1576955.625000 Penalty: 4594.273926
	Iteration 34Q: 3 clusters Score -1576956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1576956.625000 Penalty: 4594.273926
	Iteration 35Q: 3 clusters Score -1576957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1576955.875000 Penalty: 4594.273926
	Iteration 36Q: 3 clusters Score -1576956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1576955.750000 Penalty: 4594.273926
	Iteration 37Q: 3 clusters Score -1576956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1576955.750000 Penalty: 4594.273926
	Iteration 38F: 3 clusters Score -1576956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -510857.906250 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -510857.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -507345.531250 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -507345.5 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -508030.875000 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -508030.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -508180.375000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -508180.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -508268.000000 Penalty: 4033.531006
	Iteration 3Q: 3 clusters Score -508268 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -508330.906250 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -508330.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -508376.562500 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -508376.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -508438.375000 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -508438.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -508517.937500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -508517.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -508611.875000 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -508611.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -508709.468750 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -508709.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -508789.281250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -508789.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -508857.500000 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -508857.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -508927.062500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -508927.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -509010.531250 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -509010.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -509098.468750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -509098.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -509185.656250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -509185.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -509265.156250 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -509265.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -509345.968750 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -509346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -509429.468750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -509429.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -509503.500000 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -509503.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -509563.468750 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -509563.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -509605.656250 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -509605.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -509644.843750 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -509644.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -509672.062500 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -509672.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -509703.000000 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -509703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -509735.750000 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -509735.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -509763.218750 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -509763.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -509788.125000 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -509788.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -509811.656250 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -509811.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -509823.031250 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -509823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -509837.093750 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -509837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -509847.812500 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -509847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -509860.375000 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -509860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -509866.968750 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -509867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -509871.656250 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -509871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -509877.093750 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -509877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -509878.343750 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -509878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -509879.531250 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -509879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -509883.000000 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -509883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -509884.843750 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -509884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -509886.250000 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -509886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -509886.281250 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -509886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -509886.281250 Penalty: 4033.531006
	Iteration 42F: 3 clusters Score -509886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -350230.656250 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -350230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -347448.781250 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -347448.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -347931.156250 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -347931.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -348073.375000 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -348073.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -348195.781250 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -348195.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -348370.906250 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -348370.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -348614.750000 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -348614.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -348858.843750 Penalty: 3838.290039
	Iteration 6F: 3 clusters Score -348858.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -349017.531250 Penalty: 3838.290039
	Iteration 7F: 3 clusters Score -349017.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -349137.593750 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -349137.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -349231.718750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -349231.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -349308.281250 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -349308.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -349375.750000 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -349375.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -349428.250000 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -349428.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -349470.250000 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -349470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -349507.968750 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -349508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -349540.250000 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -349540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349566.687500 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -349566.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -349585.031250 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -349585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -349604.375000 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -349604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -349621.093750 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -349621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -349637.062500 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -349637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -349643.437500 Penalty: 3838.290039
	Iteration 21Q: 3 clusters Score -349643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -349646.375000 Penalty: 3838.290039
	Iteration 22Q: 3 clusters Score -349646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -349648.687500 Penalty: 3838.290039
	Iteration 23Q: 3 clusters Score -349648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -349651.906250 Penalty: 3838.290039
	Iteration 24Q: 3 clusters Score -349651.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -349651.906250 Penalty: 3838.290039
	Iteration 25F: 3 clusters Score -349651.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -451866.687500 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -451866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -448381.218750 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -448381.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -449263.625000 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -449263.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -449601.593750 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -449601.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -449922.281250 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -449922.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -450288.593750 Penalty: 4036.438232
	Iteration 4F: 3 clusters Score -450288.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -450649.437500 Penalty: 4036.438232
	Iteration 5F: 3 clusters Score -450649.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -450923.500000 Penalty: 4036.438232
	Iteration 6F: 3 clusters Score -450923.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -451092.250000 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -451092.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -451206.468750 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -451206.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -451261.656250 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -451261.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -451290.187500 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -451290.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -451309.125000 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -451309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -451317.750000 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -451317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -451326.000000 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -451326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -451332.625000 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -451332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -451339.812500 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -451339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -451345.656250 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -451345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -451347.437500 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -451347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -451349.375000 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -451349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -451349.843750 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -451349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -451352.468750 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -451352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -451354.593750 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -451354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -451356.593750 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -451356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -451357.562500 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -451357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -451359.062500 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -451359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -451360.093750 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -451360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -451362.750000 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -451362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -451364.687500 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -451364.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -451366.281250 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -451366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -451366.718750 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -451366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -451367.156250 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -451367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -451368.343750 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -451368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -451368.656250 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -451368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -451368.750000 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -451368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -451370.562500 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -451370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -451370.937500 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -451370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -451370.937500 Penalty: 4036.438232
	Iteration 36F: 3 clusters Score -451370.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -188337.625000 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -188337.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186152.171875 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -186152.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -186578.562500 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -186578.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -186754.609375 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -186754.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -186870.781250 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -186870.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186984.750000 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -186984.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -187106.515625 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -187106.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -187210.343750 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -187210.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -187315.484375 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -187315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -187394.296875 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -187394.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187463.687500 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -187463.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187518.046875 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -187518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -187562.500000 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -187562.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187589.609375 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -187589.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187612.359375 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -187612.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -187646.375000 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -187646.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -187703.265625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -187703.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187780.203125 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -187780.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -187842.906250 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -187842.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187906.375000 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -187906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -187958.765625 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -187958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -187996.921875 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -187996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188017.671875 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -188017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188029.484375 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -188029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188043.593750 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -188043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188057.890625 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -188057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188073.000000 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -188073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188092.000000 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -188092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188106.890625 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -188106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -188116.328125 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -188116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -188127.531250 Penalty: 3581.668213
	Iteration 29Q: 3 clusters Score -188127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -188133.281250 Penalty: 3581.668213
	Iteration 30Q: 3 clusters Score -188133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -188142.578125 Penalty: 3581.668213
	Iteration 31Q: 3 clusters Score -188142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -188148.890625 Penalty: 3581.668213
	Iteration 32Q: 3 clusters Score -188148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188168.000000 Penalty: 3581.668213
	Iteration 33Q: 3 clusters Score -188168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188184.859375 Penalty: 3581.668213
	Iteration 34Q: 3 clusters Score -188184.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -188200.468750 Penalty: 3581.668213
	Iteration 35Q: 3 clusters Score -188200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188209.843750 Penalty: 3581.668213
	Iteration 36Q: 3 clusters Score -188209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188220.015625 Penalty: 3581.668213
	Iteration 37Q: 3 clusters Score -188220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188226.453125 Penalty: 3581.668213
	Iteration 38Q: 3 clusters Score -188226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188230.140625 Penalty: 3581.668213
	Iteration 39Q: 3 clusters Score -188230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -188237.812500 Penalty: 3581.668213
	Iteration 40F: 3 clusters Score -188237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188247.609375 Penalty: 3581.668213
	Iteration 41Q: 3 clusters Score -188247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -188262.625000 Penalty: 3581.668213
	Iteration 42Q: 3 clusters Score -188262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -188267.984375 Penalty: 3581.668213
	Iteration 43Q: 3 clusters Score -188268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -188275.250000 Penalty: 3581.668213
	Iteration 44Q: 3 clusters Score -188275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -188277.265625 Penalty: 3581.668213
	Iteration 45Q: 3 clusters Score -188277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -188281.312500 Penalty: 3581.668213
	Iteration 46Q: 3 clusters Score -188281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -188284.421875 Penalty: 3581.668213
	Iteration 47Q: 3 clusters Score -188284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -188286.375000 Penalty: 3581.668213
	Iteration 48Q: 3 clusters Score -188286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -188286.875000 Penalty: 3581.668213
	Iteration 49Q: 3 clusters Score -188286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -188286.875000 Penalty: 3581.668213
	Iteration 50F: 3 clusters Score -188286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -636069.125000 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -636069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -631922.687500 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -631922.7 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -632873.125000 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -632873.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -633086.562500 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -633086.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -633214.562500 Penalty: 4159.202148
	Iteration 3F: 3 clusters Score -633214.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -633281.562500 Penalty: 4159.202148
	Iteration 4Q: 3 clusters Score -633281.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -633340.000000 Penalty: 4159.202148
	Iteration 5Q: 3 clusters Score -633340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -633379.125000 Penalty: 4159.202148
	Iteration 6Q: 3 clusters Score -633379.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -633409.250000 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -633409.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -633437.375000 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -633437.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -633457.375000 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -633457.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -633469.625000 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -633469.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -633478.937500 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -633478.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -633489.312500 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -633489.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -633500.625000 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -633500.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -633512.312500 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -633512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -633523.187500 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -633523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -633526.625000 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -633526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -633534.937500 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -633534.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -633540.812500 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -633540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -633547.625000 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -633547.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -633555.875000 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -633555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -633558.937500 Penalty: 4159.202148
	Iteration 21Q: 3 clusters Score -633558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -633567.812500 Penalty: 4159.202148
	Iteration 22Q: 3 clusters Score -633567.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -633571.937500 Penalty: 4159.202148
	Iteration 23Q: 3 clusters Score -633571.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -633580.875000 Penalty: 4159.202148
	Iteration 24Q: 3 clusters Score -633580.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -633590.125000 Penalty: 4159.202148
	Iteration 25Q: 3 clusters Score -633590.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -633598.875000 Penalty: 4159.202148
	Iteration 26Q: 3 clusters Score -633598.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -633603.500000 Penalty: 4159.202148
	Iteration 27Q: 3 clusters Score -633603.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -633611.062500 Penalty: 4159.202148
	Iteration 28Q: 3 clusters Score -633611.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -633619.687500 Penalty: 4159.202148
	Iteration 29Q: 3 clusters Score -633619.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -633625.000000 Penalty: 4159.202148
	Iteration 30Q: 3 clusters Score -633625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -633631.687500 Penalty: 4159.202148
	Iteration 31Q: 3 clusters Score -633631.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -633643.625000 Penalty: 4159.202148
	Iteration 32Q: 3 clusters Score -633643.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -633658.937500 Penalty: 4159.202148
	Iteration 33Q: 3 clusters Score -633658.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -633679.812500 Penalty: 4159.202148
	Iteration 34Q: 3 clusters Score -633679.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -633695.187500 Penalty: 4159.202148
	Iteration 35Q: 3 clusters Score -633695.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -633709.750000 Penalty: 4159.202148
	Iteration 36Q: 3 clusters Score -633709.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -633716.937500 Penalty: 4159.202148
	Iteration 37Q: 3 clusters Score -633716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -633723.375000 Penalty: 4159.202148
	Iteration 38Q: 3 clusters Score -633723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -633728.937500 Penalty: 4159.202148
	Iteration 39Q: 3 clusters Score -633728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -633736.812500 Penalty: 4159.202148
	Iteration 40F: 3 clusters Score -633736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -633743.437500 Penalty: 4159.202148
	Iteration 41Q: 3 clusters Score -633743.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -633750.875000 Penalty: 4159.202148
	Iteration 42Q: 3 clusters Score -633750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -633757.062500 Penalty: 4159.202148
	Iteration 43Q: 3 clusters Score -633757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -633767.000000 Penalty: 4159.202148
	Iteration 44Q: 3 clusters Score -633767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -633777.875000 Penalty: 4159.202148
	Iteration 45Q: 3 clusters Score -633777.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -633794.312500 Penalty: 4159.202148
	Iteration 46Q: 3 clusters Score -633794.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -633808.750000 Penalty: 4159.202148
	Iteration 47Q: 3 clusters Score -633808.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -633821.500000 Penalty: 4159.202148
	Iteration 48Q: 3 clusters Score -633821.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -633833.625000 Penalty: 4159.202148
	Iteration 49Q: 3 clusters Score -633833.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -633846.562500 Penalty: 4159.202148
	Iteration 50Q: 3 clusters Score -633846.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -633861.375000 Penalty: 4159.202148
	Iteration 51Q: 3 clusters Score -633861.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -633877.812500 Penalty: 4159.202148
	Iteration 52Q: 3 clusters Score -633877.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -633892.937500 Penalty: 4159.202148
	Iteration 53Q: 3 clusters Score -633892.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -633909.125000 Penalty: 4159.202148
	Iteration 54Q: 3 clusters Score -633909.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -633927.625000 Penalty: 4159.202148
	Iteration 55Q: 3 clusters Score -633927.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -633945.437500 Penalty: 4159.202148
	Iteration 56Q: 3 clusters Score -633945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -633962.375000 Penalty: 4159.202148
	Iteration 57Q: 3 clusters Score -633962.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -633980.875000 Penalty: 4159.202148
	Iteration 58Q: 3 clusters Score -633980.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -633996.812500 Penalty: 4159.202148
	Iteration 59Q: 3 clusters Score -633996.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -634011.937500 Penalty: 4159.202148
	Iteration 60F: 3 clusters Score -634011.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -634027.812500 Penalty: 4159.202148
	Iteration 61Q: 3 clusters Score -634027.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -634042.562500 Penalty: 4159.202148
	Iteration 62Q: 3 clusters Score -634042.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -634063.062500 Penalty: 4159.202148
	Iteration 63Q: 3 clusters Score -634063.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -634079.500000 Penalty: 4159.202148
	Iteration 64Q: 3 clusters Score -634079.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -634092.625000 Penalty: 4159.202148
	Iteration 65Q: 3 clusters Score -634092.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -634097.375000 Penalty: 4159.202148
	Iteration 66Q: 3 clusters Score -634097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -634099.437500 Penalty: 4159.202148
	Iteration 67Q: 3 clusters Score -634099.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -634105.875000 Penalty: 4159.202148
	Iteration 68Q: 3 clusters Score -634105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -634106.500000 Penalty: 4159.202148
	Iteration 69Q: 3 clusters Score -634106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -634109.062500 Penalty: 4159.202148
	Iteration 70Q: 3 clusters Score -634109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -634115.875000 Penalty: 4159.202148
	Iteration 71Q: 3 clusters Score -634115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -634122.875000 Penalty: 4159.202148
	Iteration 72Q: 3 clusters Score -634122.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -634129.937500 Penalty: 4159.202148
	Iteration 73Q: 3 clusters Score -634129.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -634138.750000 Penalty: 4159.202148
	Iteration 74Q: 3 clusters Score -634138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -634147.187500 Penalty: 4159.202148
	Iteration 75Q: 3 clusters Score -634147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -634151.375000 Penalty: 4159.202148
	Iteration 76Q: 3 clusters Score -634151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -634153.812500 Penalty: 4159.202148
	Iteration 77Q: 3 clusters Score -634153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -634156.562500 Penalty: 4159.202148
	Iteration 78Q: 3 clusters Score -634156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -634159.000000 Penalty: 4159.202148
	Iteration 79Q: 3 clusters Score -634159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -634161.875000 Penalty: 4159.202148
	Iteration 80F: 3 clusters Score -634161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -634163.500000 Penalty: 4159.202148
	Iteration 81Q: 3 clusters Score -634163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -634166.375000 Penalty: 4159.202148
	Iteration 82Q: 3 clusters Score -634166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -634168.562500 Penalty: 4159.202148
	Iteration 83Q: 3 clusters Score -634168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -634170.812500 Penalty: 4159.202148
	Iteration 84Q: 3 clusters Score -634170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -634172.062500 Penalty: 4159.202148
	Iteration 85Q: 3 clusters Score -634172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -634173.437500 Penalty: 4159.202148
	Iteration 86Q: 3 clusters Score -634173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -634173.750000 Penalty: 4159.202148
	Iteration 87Q: 3 clusters Score -634173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -634174.500000 Penalty: 4159.202148
	Iteration 88Q: 3 clusters Score -634174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -634175.062500 Penalty: 4159.202148
	Iteration 89Q: 3 clusters Score -634175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -634175.062500 Penalty: 4159.202148
	Iteration 90F: 3 clusters Score -634175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93047.718750 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93047.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91534.750000 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91534.75 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92052.007812 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -92052.01 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -92242.023438 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -92242.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -92322.484375 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -92322.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -92388.140625 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -92388.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -92439.125000 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92439.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -92470.218750 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92470.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -92508.164062 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92508.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -92523.968750 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92523.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -92537.890625 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92537.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -92540.617188 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92540.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -92540.617188 Penalty: 3265.371094
	Iteration 11F: 3 clusters Score -92540.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (146983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146983 members 
Entering Unmasked Estep 
Score: -22598330.000000 Penalty: 2950.721924
	Iteration 0F: 2 clusters Score -2.259833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -22515380.000000 Penalty: 5901.443848
	Iteration 0F: 3 clusters Score -2.251538e+07 nChanged 70122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -22556442.000000 Penalty: 5901.443848
	Iteration 1F: 3 clusters Score -2.255644e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -22557874.000000 Penalty: 5901.443848
	Iteration 2Q: 3 clusters Score -2.255787e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -22559482.000000 Penalty: 5901.443848
	Iteration 3Q: 3 clusters Score -2.255948e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -22561428.000000 Penalty: 5901.443848
	Iteration 4Q: 3 clusters Score -2.256143e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -22564230.000000 Penalty: 5901.443848
	Iteration 5Q: 3 clusters Score -2.256423e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -22568234.000000 Penalty: 5901.443848
	Iteration 6F: 3 clusters Score -2.256823e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -22573240.000000 Penalty: 5901.443848
	Iteration 7F: 3 clusters Score -2.257324e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -22579178.000000 Penalty: 5901.443848
	Iteration 8F: 3 clusters Score -2.257918e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -22585390.000000 Penalty: 5901.443848
	Iteration 9F: 3 clusters Score -2.258539e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -22589534.000000 Penalty: 5901.443848
	Iteration 10F: 3 clusters Score -2.258953e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -22591540.000000 Penalty: 5901.443848
	Iteration 11Q: 3 clusters Score -2.259154e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -22592444.000000 Penalty: 5901.443848
	Iteration 12Q: 3 clusters Score -2.259244e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -22592876.000000 Penalty: 5901.443848
	Iteration 13Q: 3 clusters Score -2.259288e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -22593148.000000 Penalty: 5901.443848
	Iteration 14Q: 3 clusters Score -2.259315e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 103235 members 
Entering Unmasked Estep 
Score: -22593272.000000 Penalty: 5901.443848
	Iteration 15Q: 3 clusters Score -2.259327e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -22593352.000000 Penalty: 5901.443848
	Iteration 16Q: 3 clusters Score -2.259335e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -22593386.000000 Penalty: 5901.443848
	Iteration 17Q: 3 clusters Score -2.259339e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 105119 members 
Entering Unmasked Estep 
Score: -22593540.000000 Penalty: 5901.443848
	Iteration 18Q: 3 clusters Score -2.259354e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -22593820.000000 Penalty: 5901.443848
	Iteration 19Q: 3 clusters Score -2.259382e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -22593988.000000 Penalty: 5901.443848
	Iteration 20F: 3 clusters Score -2.259399e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -22594166.000000 Penalty: 5901.443848
	Iteration 21Q: 3 clusters Score -2.259417e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
Score: -22594282.000000 Penalty: 5901.443848
	Iteration 22Q: 3 clusters Score -2.259428e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -22594466.000000 Penalty: 5901.443848
	Iteration 23Q: 3 clusters Score -2.259447e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -22594702.000000 Penalty: 5901.443848
	Iteration 24Q: 3 clusters Score -2.25947e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -22594758.000000 Penalty: 5901.443848
	Iteration 25Q: 3 clusters Score -2.259476e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -22594880.000000 Penalty: 5901.443848
	Iteration 26Q: 3 clusters Score -2.259488e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -22594934.000000 Penalty: 5901.443848
	Iteration 27Q: 3 clusters Score -2.259493e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 107178 members 
Entering Unmasked Estep 
Score: -22595018.000000 Penalty: 5901.443848
	Iteration 28Q: 3 clusters Score -2.259502e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -22595196.000000 Penalty: 5901.443848
	Iteration 29Q: 3 clusters Score -2.25952e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -22595262.000000 Penalty: 5901.443848
	Iteration 30Q: 3 clusters Score -2.259526e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 106816 members 
Entering Unmasked Estep 
Score: -22595468.000000 Penalty: 5901.443848
	Iteration 31Q: 3 clusters Score -2.259547e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 106625 members 
Entering Unmasked Estep 
Score: -22595662.000000 Penalty: 5901.443848
	Iteration 32Q: 3 clusters Score -2.259566e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -22595848.000000 Penalty: 5901.443848
	Iteration 33Q: 3 clusters Score -2.259585e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -22595888.000000 Penalty: 5901.443848
	Iteration 34Q: 3 clusters Score -2.259589e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -22595954.000000 Penalty: 5901.443848
	Iteration 35Q: 3 clusters Score -2.259595e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -22596006.000000 Penalty: 5901.443848
	Iteration 36Q: 3 clusters Score -2.259601e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -22596180.000000 Penalty: 5901.443848
	Iteration 37Q: 3 clusters Score -2.259618e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 104935 members 
Entering Unmasked Estep 
Score: -22596248.000000 Penalty: 5901.443848
	Iteration 38Q: 3 clusters Score -2.259625e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -22596354.000000 Penalty: 5901.443848
	Iteration 39Q: 3 clusters Score -2.259635e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -22596508.000000 Penalty: 5901.443848
	Iteration 40F: 3 clusters Score -2.259651e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -22596554.000000 Penalty: 5901.443848
	Iteration 41Q: 3 clusters Score -2.259655e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -22596530.000000 Penalty: 5901.443848
	Iteration 42Q: 3 clusters Score -2.259653e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -22596638.000000 Penalty: 5901.443848
	Iteration 43Q: 3 clusters Score -2.259664e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -22596680.000000 Penalty: 5901.443848
	Iteration 44Q: 3 clusters Score -2.259668e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 102783 members 
Entering Unmasked Estep 
Score: -22596816.000000 Penalty: 5901.443848
	Iteration 45Q: 3 clusters Score -2.259682e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -22596958.000000 Penalty: 5901.443848
	Iteration 46Q: 3 clusters Score -2.259696e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -22597002.000000 Penalty: 5901.443848
	Iteration 47Q: 3 clusters Score -2.2597e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -22597050.000000 Penalty: 5901.443848
	Iteration 48Q: 3 clusters Score -2.259705e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 101310 members 
Entering Unmasked Estep 
Score: -22597090.000000 Penalty: 5901.443848
	Iteration 49Q: 3 clusters Score -2.259709e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -22597216.000000 Penalty: 5901.443848
	Iteration 50Q: 3 clusters Score -2.259722e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 100398 members 
Entering Unmasked Estep 
Score: -22597354.000000 Penalty: 5901.443848
	Iteration 51Q: 3 clusters Score -2.259735e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -22597444.000000 Penalty: 5901.443848
	Iteration 52Q: 3 clusters Score -2.259744e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -22597492.000000 Penalty: 5901.443848
	Iteration 53Q: 3 clusters Score -2.259749e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -22597604.000000 Penalty: 5901.443848
	Iteration 54Q: 3 clusters Score -2.25976e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -22597702.000000 Penalty: 5901.443848
	Iteration 55Q: 3 clusters Score -2.25977e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -22597680.000000 Penalty: 5901.443848
	Iteration 56Q: 3 clusters Score -2.259768e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -22597836.000000 Penalty: 5901.443848
	Iteration 57Q: 3 clusters Score -2.259784e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -22598002.000000 Penalty: 5901.443848
	Iteration 58Q: 3 clusters Score -2.2598e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -22598142.000000 Penalty: 5901.443848
	Iteration 59Q: 3 clusters Score -2.259814e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -22598272.000000 Penalty: 5901.443848
	Iteration 60F: 3 clusters Score -2.259827e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -22598408.000000 Penalty: 5901.443848
	Iteration 61Q: 3 clusters Score -2.259841e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -22598598.000000 Penalty: 5901.443848
	Iteration 62Q: 3 clusters Score -2.25986e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -22598834.000000 Penalty: 5901.443848
	Iteration 63Q: 3 clusters Score -2.259883e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -22599052.000000 Penalty: 5901.443848
	Iteration 64Q: 3 clusters Score -2.259905e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -22599428.000000 Penalty: 5901.443848
	Iteration 65Q: 3 clusters Score -2.259943e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -22599682.000000 Penalty: 5901.443848
	Iteration 66Q: 3 clusters Score -2.259968e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -22599948.000000 Penalty: 5901.443848
	Iteration 67Q: 3 clusters Score -2.259995e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -22600236.000000 Penalty: 5901.443848
	Iteration 68Q: 3 clusters Score -2.260024e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -22600508.000000 Penalty: 5901.443848
	Iteration 69Q: 3 clusters Score -2.260051e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -22600844.000000 Penalty: 5901.443848
	Iteration 70Q: 3 clusters Score -2.260084e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -22601074.000000 Penalty: 5901.443848
	Iteration 71Q: 3 clusters Score -2.260107e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -22601256.000000 Penalty: 5901.443848
	Iteration 72Q: 3 clusters Score -2.260126e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -22601420.000000 Penalty: 5901.443848
	Iteration 73Q: 3 clusters Score -2.260142e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -22601596.000000 Penalty: 5901.443848
	Iteration 74Q: 3 clusters Score -2.26016e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -22601780.000000 Penalty: 5901.443848
	Iteration 75Q: 3 clusters Score -2.260178e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -22601840.000000 Penalty: 5901.443848
	Iteration 76Q: 3 clusters Score -2.260184e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65359 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -22601922.000000 Penalty: 5901.443848
	Iteration 77Q: 3 clusters Score -2.260192e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -22601996.000000 Penalty: 5901.443848
	Iteration 78Q: 3 clusters Score -2.2602e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -22602122.000000 Penalty: 5901.443848
	Iteration 79Q: 3 clusters Score -2.260212e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -22602210.000000 Penalty: 5901.443848
	Iteration 80F: 3 clusters Score -2.260221e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68888 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -22602322.000000 Penalty: 5901.443848
	Iteration 81Q: 3 clusters Score -2.260232e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -22602408.000000 Penalty: 5901.443848
	Iteration 82Q: 3 clusters Score -2.260241e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -22602502.000000 Penalty: 5901.443848
	Iteration 83Q: 3 clusters Score -2.26025e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -22602496.000000 Penalty: 5901.443848
	Iteration 84Q: 3 clusters Score -2.26025e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -22602604.000000 Penalty: 5901.443848
	Iteration 85Q: 3 clusters Score -2.26026e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -22602674.000000 Penalty: 5901.443848
	Iteration 86Q: 3 clusters Score -2.260267e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73379 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -22602778.000000 Penalty: 5901.443848
	Iteration 87Q: 3 clusters Score -2.260278e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 72951 members 
Entering Unmasked Estep 
Score: -22602858.000000 Penalty: 5901.443848
	Iteration 88Q: 3 clusters Score -2.260286e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -22602926.000000 Penalty: 5901.443848
	Iteration 89Q: 3 clusters Score -2.260293e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 71474 members 
Entering Unmasked Estep 
Score: -22603082.000000 Penalty: 5901.443848
	Iteration 90Q: 3 clusters Score -2.260308e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -22603120.000000 Penalty: 5901.443848
	Iteration 91Q: 3 clusters Score -2.260312e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -22603168.000000 Penalty: 5901.443848
	Iteration 92Q: 3 clusters Score -2.260317e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -22603200.000000 Penalty: 5901.443848
	Iteration 93Q: 3 clusters Score -2.26032e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -22603248.000000 Penalty: 5901.443848
	Iteration 94Q: 3 clusters Score -2.260325e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -22603232.000000 Penalty: 5901.443848
	Iteration 95Q: 3 clusters Score -2.260323e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -22603290.000000 Penalty: 5901.443848
	Iteration 96Q: 3 clusters Score -2.260329e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -22603384.000000 Penalty: 5901.443848
	Iteration 97Q: 3 clusters Score -2.260338e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -22603432.000000 Penalty: 5901.443848
	Iteration 98Q: 3 clusters Score -2.260343e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -22603470.000000 Penalty: 5901.443848
	Iteration 99Q: 3 clusters Score -2.260347e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -22603566.000000 Penalty: 5901.443848
	Iteration 100F: 3 clusters Score -2.260357e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83711 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.260367e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -22603728.000000 Penalty: 5901.443848
	Iteration 102Q: 3 clusters Score -2.260373e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -22603834.000000 Penalty: 5901.443848
	Iteration 103Q: 3 clusters Score -2.260383e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -22603898.000000 Penalty: 5901.443848
	Iteration 104Q: 3 clusters Score -2.26039e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -22603932.000000 Penalty: 5901.443848
	Iteration 105Q: 3 clusters Score -2.260393e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -22604014.000000 Penalty: 5901.443848
	Iteration 106Q: 3 clusters Score -2.260401e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -22604010.000000 Penalty: 5901.443848
	Iteration 107Q: 3 clusters Score -2.260401e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -22604084.000000 Penalty: 5901.443848
	Iteration 108Q: 3 clusters Score -2.260408e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -22604106.000000 Penalty: 5901.443848
	Iteration 109Q: 3 clusters Score -2.260411e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -22604102.000000 Penalty: 5901.443848
	Iteration 110Q: 3 clusters Score -2.26041e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -22604120.000000 Penalty: 5901.443848
	Iteration 111Q: 3 clusters Score -2.260412e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -22604170.000000 Penalty: 5901.443848
	Iteration 112Q: 3 clusters Score -2.260417e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -22604160.000000 Penalty: 5901.443848
	Iteration 113Q: 3 clusters Score -2.260416e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -22604168.000000 Penalty: 5901.443848
	Iteration 114Q: 3 clusters Score -2.260417e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90455 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -22604184.000000 Penalty: 5901.443848
	Iteration 115Q: 3 clusters Score -2.260418e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -22604226.000000 Penalty: 5901.443848
	Iteration 116Q: 3 clusters Score -2.260423e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -22604324.000000 Penalty: 5901.443848
	Iteration 117Q: 3 clusters Score -2.260432e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -22604356.000000 Penalty: 5901.443848
	Iteration 118Q: 3 clusters Score -2.260436e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.260441e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -22604398.000000 Penalty: 5901.443848
	Iteration 120F: 3 clusters Score -2.26044e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.260449e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.260449e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.260452e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.260464e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.260459e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.260464e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.260471e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -22604936.000000 Penalty: 5901.443848
	Iteration 128Q: 3 clusters Score -2.260494e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -22604906.000000 Penalty: 5901.443848
	Iteration 129Q: 3 clusters Score -2.260491e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.260489e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.260498e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.260488e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -22604652.000000 Penalty: 5901.443848
	Iteration 133Q: 3 clusters Score -2.260465e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.260473e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -22604502.000000 Penalty: 5901.443848
	Iteration 135Q: 3 clusters Score -2.26045e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -22604234.000000 Penalty: 5901.443848
	Iteration 136Q: 3 clusters Score -2.260423e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -22604052.000000 Penalty: 5901.443848
	Iteration 137Q: 3 clusters Score -2.260405e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115680 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -22603714.000000 Penalty: 5901.443848
	Iteration 138Q: 3 clusters Score -2.260371e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.260338e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -22603158.000000 Penalty: 5901.443848
	Iteration 140F: 3 clusters Score -2.260316e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122309 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -22602804.000000 Penalty: 5901.443848
	Iteration 141Q: 3 clusters Score -2.26028e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124610 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -22602358.000000 Penalty: 5901.443848
	Iteration 142Q: 3 clusters Score -2.260236e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -22601984.000000 Penalty: 5901.443848
	Iteration 143Q: 3 clusters Score -2.260198e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -22601540.000000 Penalty: 5901.443848
	Iteration 144Q: 3 clusters Score -2.260154e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -22601234.000000 Penalty: 5901.443848
	Iteration 145Q: 3 clusters Score -2.260123e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132375 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -22600670.000000 Penalty: 5901.443848
	Iteration 146Q: 3 clusters Score -2.260067e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133892 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -22600228.000000 Penalty: 5901.443848
	Iteration 147Q: 3 clusters Score -2.260023e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -22599838.000000 Penalty: 5901.443848
	Iteration 148Q: 3 clusters Score -2.259984e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136347 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -22599400.000000 Penalty: 5901.443848
	Iteration 149Q: 3 clusters Score -2.25994e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137382 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -22598996.000000 Penalty: 5901.443848
	Iteration 150Q: 3 clusters Score -2.2599e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138300 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -22598756.000000 Penalty: 5901.443848
	Iteration 151Q: 3 clusters Score -2.259876e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.259856e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -22598188.000000 Penalty: 5901.443848
	Iteration 153Q: 3 clusters Score -2.259819e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140404 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.259795e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -22597732.000000 Penalty: 5901.443848
	Iteration 155Q: 3 clusters Score -2.259773e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141539 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.259757e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.259749e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22597374.000000 Penalty: 5901.443848
	Iteration 158Q: 3 clusters Score -2.259737e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -22597224.000000 Penalty: 5901.443848
	Iteration 159Q: 3 clusters Score -2.259722e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -22597228.000000 Penalty: 5901.443848
	Iteration 160F: 3 clusters Score -2.259723e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22597118.000000 Penalty: 5901.443848
	Iteration 161Q: 3 clusters Score -2.259712e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143822 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -22597022.000000 Penalty: 5901.443848
	Iteration 162Q: 3 clusters Score -2.259702e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144127 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -22596914.000000 Penalty: 5901.443848
	Iteration 163Q: 3 clusters Score -2.259691e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -22596752.000000 Penalty: 5901.443848
	Iteration 164Q: 3 clusters Score -2.259675e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -22596636.000000 Penalty: 5901.443848
	Iteration 165Q: 3 clusters Score -2.259664e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -22596520.000000 Penalty: 5901.443848
	Iteration 166Q: 3 clusters Score -2.259652e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145062 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -22596438.000000 Penalty: 5901.443848
	Iteration 167Q: 3 clusters Score -2.259644e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22596396.000000 Penalty: 5901.443848
	Iteration 168Q: 3 clusters Score -2.25964e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145376 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.259641e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145522 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.259644e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -22596368.000000 Penalty: 5901.443848
	Iteration 171Q: 3 clusters Score -2.259637e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145717 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22596340.000000 Penalty: 5901.443848
	Iteration 172Q: 3 clusters Score -2.259634e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145785 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22596348.000000 Penalty: 5901.443848
	Iteration 173Q: 3 clusters Score -2.259635e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145850 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.259632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.259634e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145949 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22596336.000000 Penalty: 5901.443848
	Iteration 176Q: 3 clusters Score -2.259634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145991 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.259635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146030 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22596338.000000 Penalty: 5901.443848
	Iteration 178Q: 3 clusters Score -2.259634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22596332.000000 Penalty: 5901.443848
	Iteration 179Q: 3 clusters Score -2.259633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146075 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -22596304.000000 Penalty: 5901.443848
	Iteration 180F: 3 clusters Score -2.25963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -22596310.000000 Penalty: 5901.443848
	Iteration 181Q: 3 clusters Score -2.259631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146105 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22596304.000000 Penalty: 5901.443848
	Iteration 182Q: 3 clusters Score -2.25963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146121 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22596302.000000 Penalty: 5901.443848
	Iteration 183Q: 3 clusters Score -2.25963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146129 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -22596304.000000 Penalty: 5901.443848
	Iteration 184Q: 3 clusters Score -2.25963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146139 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22596326.000000 Penalty: 5901.443848
	Iteration 185Q: 3 clusters Score -2.259633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22596334.000000 Penalty: 5901.443848
	Iteration 186Q: 3 clusters Score -2.259633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22596338.000000 Penalty: 5901.443848
	Iteration 187Q: 3 clusters Score -2.259634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146169 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22596318.000000 Penalty: 5901.443848
	Iteration 188Q: 3 clusters Score -2.259632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22596314.000000 Penalty: 5901.443848
	Iteration 189Q: 3 clusters Score -2.259631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146186 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22596320.000000 Penalty: 5901.443848
	Iteration 190Q: 3 clusters Score -2.259632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22596318.000000 Penalty: 5901.443848
	Iteration 191Q: 3 clusters Score -2.259632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22596322.000000 Penalty: 5901.443848
	Iteration 192Q: 3 clusters Score -2.259632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -22596322.000000 Penalty: 5901.443848
	Iteration 193Q: 3 clusters Score -2.259632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22596326.000000 Penalty: 5901.443848
	Iteration 194Q: 3 clusters Score -2.259633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146225 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22596334.000000 Penalty: 5901.443848
	Iteration 195Q: 3 clusters Score -2.259633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146232 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22596320.000000 Penalty: 5901.443848
	Iteration 196Q: 3 clusters Score -2.259632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -22596316.000000 Penalty: 5901.443848
	Iteration 197Q: 3 clusters Score -2.259632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22596322.000000 Penalty: 5901.443848
	Iteration 198Q: 3 clusters Score -2.259632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22596310.000000 Penalty: 5901.443848
	Iteration 199Q: 3 clusters Score -2.259631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -22596326.000000 Penalty: 5901.443848
	Iteration 200F: 3 clusters Score -2.259633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146268 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -22596310.000000 Penalty: 5901.443848
	Iteration 201Q: 3 clusters Score -2.259631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22596322.000000 Penalty: 5901.443848
	Iteration 202Q: 3 clusters Score -2.259632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22596318.000000 Penalty: 5901.443848
	Iteration 203Q: 3 clusters Score -2.259632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22596316.000000 Penalty: 5901.443848
	Iteration 204Q: 3 clusters Score -2.259632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22596316.000000 Penalty: 5901.443848
	Iteration 205F: 3 clusters Score -2.259632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -95085.570312 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -95085.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93404.609375 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -93404.61 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93730.617188 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -93730.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93931.960938 Penalty: 3331.430908
	Iteration 2F: 3 clusters Score -93931.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94171.500000 Penalty: 3331.430908
	Iteration 3F: 3 clusters Score -94171.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -94379.382812 Penalty: 3331.430908
	Iteration 4F: 3 clusters Score -94379.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94531.398438 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -94531.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -94664.445312 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -94664.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94736.625000 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -94736.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94810.554688 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -94810.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94826.234375 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -94826.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94837.046875 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -94837.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -94845.703125 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -94845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94847.085938 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -94847.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94847.085938 Penalty: 3331.430908
	Iteration 13F: 3 clusters Score -94847.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24656.742188 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24656.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24720.603516 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24762.935547 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -24762.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24779.753906 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24779.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24784.085938 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24784.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24795.583984 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -24795.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24819.025391 Penalty: 2647.418945
	Iteration 6Q: 3 clusters Score -24819.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24841.164062 Penalty: 2647.418945
	Iteration 7Q: 3 clusters Score -24841.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24867.187500 Penalty: 2647.418945
	Iteration 8Q: 3 clusters Score -24867.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24867.187500 Penalty: 2647.418945
	Iteration 9F: 3 clusters Score -24867.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -400586.500000 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -400586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -397511.468750 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -397511.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -398133.375000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -398133.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -398325.000000 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -398325 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -398440.812500 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -398440.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -398522.000000 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -398522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -398575.218750 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -398575.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -398619.625000 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -398619.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -398663.281250 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -398663.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -398698.750000 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -398698.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -398731.593750 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -398731.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -398759.093750 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -398759.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -398785.750000 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -398785.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -398807.187500 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -398807.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -398835.593750 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -398835.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -398861.781250 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -398861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -398888.281250 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -398888.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -398910.187500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -398910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -398924.468750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -398924.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -398940.312500 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -398940.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -398958.531250 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -398958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -398981.343750 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -398981.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -399004.218750 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -399004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -399017.562500 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -399017.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -399028.156250 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -399028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -399036.500000 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -399036.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -399044.937500 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -399044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -399052.312500 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -399052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -399057.875000 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -399057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -399062.968750 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -399063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -399066.437500 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -399066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -399068.062500 Penalty: 3925.469238
	Iteration 30Q: 3 clusters Score -399068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -399069.500000 Penalty: 3925.469238
	Iteration 31Q: 3 clusters Score -399069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -399070.000000 Penalty: 3925.469238
	Iteration 32Q: 3 clusters Score -399070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -399073.187500 Penalty: 3925.469238
	Iteration 33Q: 3 clusters Score -399073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -399073.593750 Penalty: 3925.469238
	Iteration 34Q: 3 clusters Score -399073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -399074.281250 Penalty: 3925.469238
	Iteration 35Q: 3 clusters Score -399074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -399074.968750 Penalty: 3925.469238
	Iteration 36Q: 3 clusters Score -399075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -399075.093750 Penalty: 3925.469238
	Iteration 37Q: 3 clusters Score -399075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -399075.750000 Penalty: 3925.469238
	Iteration 38Q: 3 clusters Score -399075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -399075.750000 Penalty: 3925.469238
	Iteration 39F: 3 clusters Score -399075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Entering Unmasked Estep 
Score: -3116719.750000 Penalty: 2464.488770
	Iteration 0F: 2 clusters Score -3116720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3102208.750000 Penalty: 4928.977539
	Iteration 0F: 3 clusters Score -3102209 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3107377.500000 Penalty: 4928.977539
	Iteration 1F: 3 clusters Score -3107378 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3107940.500000 Penalty: 4928.977539
	Iteration 2F: 3 clusters Score -3107940 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3108532.750000 Penalty: 4928.977539
	Iteration 3F: 3 clusters Score -3108533 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3109198.750000 Penalty: 4928.977539
	Iteration 4F: 3 clusters Score -3109199 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3110010.000000 Penalty: 4928.977539
	Iteration 5F: 3 clusters Score -3110010 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3110893.500000 Penalty: 4928.977539
	Iteration 6F: 3 clusters Score -3110894 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3111751.250000 Penalty: 4928.977539
	Iteration 7F: 3 clusters Score -3111751 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3112522.500000 Penalty: 4928.977539
	Iteration 8F: 3 clusters Score -3112522 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3113205.000000 Penalty: 4928.977539
	Iteration 9Q: 3 clusters Score -3113205 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3113855.750000 Penalty: 4928.977539
	Iteration 10Q: 3 clusters Score -3113856 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3114590.750000 Penalty: 4928.977539
	Iteration 11Q: 3 clusters Score -3114591 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3115215.750000 Penalty: 4928.977539
	Iteration 12Q: 3 clusters Score -3115216 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3115547.000000 Penalty: 4928.977539
	Iteration 13Q: 3 clusters Score -3115547 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3115704.500000 Penalty: 4928.977539
	Iteration 14Q: 3 clusters Score -3115704 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3115766.750000 Penalty: 4928.977539
	Iteration 15Q: 3 clusters Score -3115767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3115808.500000 Penalty: 4928.977539
	Iteration 16Q: 3 clusters Score -3115808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3115839.250000 Penalty: 4928.977539
	Iteration 17Q: 3 clusters Score -3115839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3115864.500000 Penalty: 4928.977539
	Iteration 18Q: 3 clusters Score -3115864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3115877.000000 Penalty: 4928.977539
	Iteration 19Q: 3 clusters Score -3115877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3115885.250000 Penalty: 4928.977539
	Iteration 20F: 3 clusters Score -3115885 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3115893.750000 Penalty: 4928.977539
	Iteration 21Q: 3 clusters Score -3115894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3115897.500000 Penalty: 4928.977539
	Iteration 22Q: 3 clusters Score -3115898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3115896.000000 Penalty: 4928.977539
	Iteration 23Q: 3 clusters Score -3115896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3115900.500000 Penalty: 4928.977539
	Iteration 24Q: 3 clusters Score -3115900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3115903.250000 Penalty: 4928.977539
	Iteration 25Q: 3 clusters Score -3115903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3115901.000000 Penalty: 4928.977539
	Iteration 26Q: 3 clusters Score -3115901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3115914.750000 Penalty: 4928.977539
	Iteration 27Q: 3 clusters Score -3115915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3115911.250000 Penalty: 4928.977539
	Iteration 28Q: 3 clusters Score -3115911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3115919.000000 Penalty: 4928.977539
	Iteration 29Q: 3 clusters Score -3115919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3115919.250000 Penalty: 4928.977539
	Iteration 30Q: 3 clusters Score -3115919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3115915.750000 Penalty: 4928.977539
	Iteration 31Q: 3 clusters Score -3115916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3115916.500000 Penalty: 4928.977539
	Iteration 32Q: 3 clusters Score -3115916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3115918.250000 Penalty: 4928.977539
	Iteration 33Q: 3 clusters Score -3115918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3115918.750000 Penalty: 4928.977539
	Iteration 34Q: 3 clusters Score -3115919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3115920.750000 Penalty: 4928.977539
	Iteration 35Q: 3 clusters Score -3115921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3115921.250000 Penalty: 4928.977539
	Iteration 36Q: 3 clusters Score -3115921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3115922.500000 Penalty: 4928.977539
	Iteration 37Q: 3 clusters Score -3115922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3115927.750000 Penalty: 4928.977539
	Iteration 38Q: 3 clusters Score -3115928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3115923.250000 Penalty: 4928.977539
	Iteration 39Q: 3 clusters Score -3115923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3115925.250000 Penalty: 4928.977539
	Iteration 40F: 3 clusters Score -3115925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3115923.250000 Penalty: 4928.977539
	Iteration 41Q: 3 clusters Score -3115923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3115923.250000 Penalty: 4928.977539
	Iteration 42F: 3 clusters Score -3115923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142574.125000 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142574.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142920.281250 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142920.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143032.593750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143032.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143123.875000 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143123.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143192.312500 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143192.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143245.531250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143245.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143276.687500 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143276.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143293.281250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143293.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143311.796875 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143320.531250 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143326.093750 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143326.093750 Penalty: 3506.657715
	Iteration 11F: 3 clusters Score -143326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99955.914062 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99955.91 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100208.968750 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100328.164062 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100328.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100546.726562 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -100546.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100703.148438 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -100703.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -100795.796875 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100795.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100848.867188 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100848.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100896.101562 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100962.242188 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100962.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101045.156250 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -101045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101101.992188 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -101102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101152.609375 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -101152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101186.570312 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -101186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -101207.343750 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -101207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101220.132812 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -101220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101232.859375 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -101232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -101243.437500 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -101243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101248.289062 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -101248.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101248.289062 Penalty: 3281.568359
	Iteration 18F: 3 clusters Score -101248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38024.332031 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38024.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38095.882812 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38095.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38112.019531 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38112.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38114.687500 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38114.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38117.796875 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -38117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38122.468750 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -38122.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38128.734375 Penalty: 2787.718750
	Iteration 6Q: 3 clusters Score -38128.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38136.867188 Penalty: 2787.718750
	Iteration 7Q: 3 clusters Score -38136.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38140.488281 Penalty: 2787.718750
	Iteration 8Q: 3 clusters Score -38140.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38144.601562 Penalty: 2787.718750
	Iteration 9Q: 3 clusters Score -38144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38144.601562 Penalty: 2787.718750
	Iteration 10F: 3 clusters Score -38144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -337419.312500 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -337419.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -334680.812500 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -334680.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -335195.187500 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -335195.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -335321.906250 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -335321.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -335381.687500 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -335381.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -335413.968750 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -335414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -335439.156250 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -335439.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -335457.343750 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -335457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -335471.218750 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -335471.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335490.468750 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -335490.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335505.531250 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -335505.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335518.250000 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -335518.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -335526.812500 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -335526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -335535.093750 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -335535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -335542.031250 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -335542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -335544.593750 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -335544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -335546.156250 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -335546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -335547.500000 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -335547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -335548.343750 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -335548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335549.593750 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -335549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -335552.250000 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -335552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335555.625000 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -335555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -335557.937500 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -335557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -335562.375000 Penalty: 3816.418701
	Iteration 22Q: 3 clusters Score -335562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -335566.218750 Penalty: 3816.418701
	Iteration 23Q: 3 clusters Score -335566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -335568.343750 Penalty: 3816.418701
	Iteration 24Q: 3 clusters Score -335568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -335568.750000 Penalty: 3816.418701
	Iteration 25Q: 3 clusters Score -335568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -335571.500000 Penalty: 3816.418701
	Iteration 26Q: 3 clusters Score -335571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335572.968750 Penalty: 3816.418701
	Iteration 27Q: 3 clusters Score -335573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -335573.250000 Penalty: 3816.418701
	Iteration 28Q: 3 clusters Score -335573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -335573.656250 Penalty: 3816.418701
	Iteration 29Q: 3 clusters Score -335573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -335573.843750 Penalty: 3816.418701
	Iteration 30Q: 3 clusters Score -335573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -335575.531250 Penalty: 3816.418701
	Iteration 31Q: 3 clusters Score -335575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335575.343750 Penalty: 3816.418701
	Iteration 32Q: 3 clusters Score -335575.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -335575.343750 Penalty: 3816.418701
	Iteration 33F: 3 clusters Score -335575.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29613.332031 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29613.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29744.242188 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29744.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29771.421875 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -29771.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29795.037109 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29795.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29809.980469 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29809.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29832.552734 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -29832.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29841.951172 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -29841.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29841.951172 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -29841.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46120.210938 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46120.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46226.902344 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46267.644531 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46267.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46304.703125 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46315.429688 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46315.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46325.757812 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46325.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46332.382812 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46332.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46332.382812 Penalty: 2886.761230
	Iteration 7F: 3 clusters Score -46332.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 4 contains 42045 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 89339 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17665 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 26545 members 
Mstep: Class 14 contains 22136 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36844 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 10537 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4383 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 146983 members 
Mstep: Class 32 contains 826 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2736 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158200.000000 Penalty: 133477.078125
Iteration 279Q: 41 clusters Score -1.041582e+08 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 42014 members 
Mstep: Class 5 contains 53162 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 88694 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 17906 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 26586 members 
Mstep: Class 14 contains 22140 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36752 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 10885 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2315 members 
Mstep: Class 26 contains 3422 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4401 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 140908 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2769 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2157 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162224.000000 Penalty: 133477.078125
Iteration 280F: 41 clusters Score -1.041622e+08 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14464 members 
Mstep: Class 4 contains 42019 members 
Mstep: Class 5 contains 53432 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 87669 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 17851 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12426 members 
Mstep: Class 13 contains 26508 members 
Mstep: Class 14 contains 22089 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 36699 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 11124 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 3421 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4388 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 135312 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2753 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2100 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163928.000000 Penalty: 133477.078125
Iteration 281Q: 41 clusters Score -1.041639e+08 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14411 members 
Mstep: Class 4 contains 42032 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 86810 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 17810 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 26474 members 
Mstep: Class 14 contains 22073 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36653 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 11300 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 3421 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 4380 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 129918 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2746 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164376.000000 Penalty: 133477.078125
Iteration 282Q: 41 clusters Score -1.041644e+08 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 152892 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 42032 members 
Mstep: Class 5 contains 54436 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 86164 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17788 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 26465 members 
Mstep: Class 14 contains 22059 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 36631 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 11432 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 3419 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 4374 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 125316 members 
Mstep: Class 32 contains 827 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2739 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2021 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163976.000000 Penalty: 133477.078125
Iteration 283Q: 41 clusters Score -1.04164e+08 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 42051 members 
Mstep: Class 5 contains 55046 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85768 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 17773 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 26470 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 36612 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 3417 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4382 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 121274 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2729 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2008 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163328.000000 Penalty: 133477.078125
Iteration 284Q: 41 clusters Score -1.041633e+08 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14330 members 
Mstep: Class 4 contains 42057 members 
Mstep: Class 5 contains 55861 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85414 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 17756 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 26483 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 36591 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 3416 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4382 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 117599 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2718 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2016 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162320.000000 Penalty: 133477.078125
Iteration 285Q: 41 clusters Score -1.041623e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14317 members 
Mstep: Class 4 contains 42062 members 
Mstep: Class 5 contains 56747 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85265 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12363 members 
Mstep: Class 13 contains 26498 members 
Mstep: Class 14 contains 22057 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 36586 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 3415 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4395 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 114395 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2043 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161704.000000 Penalty: 133477.078125
Iteration 286Q: 41 clusters Score -1.041617e+08 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 163702 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14296 members 
Mstep: Class 4 contains 42075 members 
Mstep: Class 5 contains 57608 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85250 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 17724 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12362 members 
Mstep: Class 13 contains 26511 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 36574 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 11705 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 1367 members 
Mstep: Class 28 contains 4409 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 112011 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2708 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2073 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160624.000000 Penalty: 133477.078125
Iteration 287Q: 41 clusters Score -1.041606e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 164740 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14282 members 
Mstep: Class 4 contains 42081 members 
Mstep: Class 5 contains 58472 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85368 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 17719 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12358 members 
Mstep: Class 13 contains 26505 members 
Mstep: Class 14 contains 22068 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 36562 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 11768 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 1368 members 
Mstep: Class 28 contains 4419 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 109914 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2705 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2110 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159952.000000 Penalty: 133477.078125
Iteration 288Q: 41 clusters Score -1.0416e+08 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 165366 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 59391 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85584 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12360 members 
Mstep: Class 13 contains 26506 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 36556 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2878 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 1369 members 
Mstep: Class 28 contains 4427 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 108027 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2703 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2146 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159064.000000 Penalty: 133477.078125
Iteration 289Q: 41 clusters Score -1.041591e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 60363 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 85875 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17731 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 26512 members 
Mstep: Class 14 contains 22096 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36548 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 11896 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 106362 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2698 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2183 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158808.000000 Penalty: 133477.078125
Iteration 290Q: 41 clusters Score -1.041588e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 165555 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 61379 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 86228 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 26519 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 36543 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2877 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 1371 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 104963 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2695 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2228 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158248.000000 Penalty: 133477.078125
Iteration 291Q: 41 clusters Score -1.041582e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 62482 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 86641 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 17729 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 26537 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 12037 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 103700 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2693 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2289 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157856.000000 Penalty: 133477.078125
Iteration 292Q: 41 clusters Score -1.041579e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 164451 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 63710 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 87114 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 17717 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12385 members 
Mstep: Class 13 contains 26559 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36530 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 12109 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 102562 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157656.000000 Penalty: 133477.078125
Iteration 293Q: 41 clusters Score -1.041577e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 65010 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 87526 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12377 members 
Mstep: Class 13 contains 26572 members 
Mstep: Class 14 contains 22112 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36531 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 12202 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 101525 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 20685 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2440 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157488.000000 Penalty: 133477.078125
Iteration 294Q: 41 clusters Score -1.041575e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 66365 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 88025 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 17678 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12350 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 14 contains 22118 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 36533 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 12295 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 3411 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 100663 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 20685 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2521 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157376.000000 Penalty: 133477.078125
Iteration 295Q: 41 clusters Score -1.041574e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14241 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 67807 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 88510 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3373 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 26574 members 
Mstep: Class 14 contains 22126 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36524 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 12408 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 3410 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 99816 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2593 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157656.000000 Penalty: 133477.078125
Iteration 296Q: 41 clusters Score -1.041577e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 69400 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 89040 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12323 members 
Mstep: Class 13 contains 26580 members 
Mstep: Class 14 contains 22136 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36516 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 12520 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 98918 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2685 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2682 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157600.000000 Penalty: 133477.078125
Iteration 297Q: 41 clusters Score -1.041576e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14264 members 
Mstep: Class 4 contains 42115 members 
Mstep: Class 5 contains 71184 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 89545 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12302 members 
Mstep: Class 13 contains 26584 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36520 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2872 members 
Mstep: Class 23 contains 12627 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 97967 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2686 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2766 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158072.000000 Penalty: 133477.078125
Iteration 298Q: 41 clusters Score -1.041581e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14264 members 
Mstep: Class 4 contains 42122 members 
Mstep: Class 5 contains 73180 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 90050 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 17629 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12291 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 22143 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36524 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 12759 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 97110 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2685 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2861 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158448.000000 Penalty: 133477.078125
Iteration 299Q: 41 clusters Score -1.041584e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 42128 members 
Mstep: Class 5 contains 75272 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 90558 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 17617 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12284 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 14 contains 22153 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 36512 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 12901 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 96359 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2681 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 2965 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158664.000000 Penalty: 133477.078125
Iteration 300F: 41 clusters Score -1.041587e+08 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 152170 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 42129 members 
Mstep: Class 5 contains 77547 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 91035 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12280 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 22156 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36505 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 13060 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3409 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 95540 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2679 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159288.000000 Penalty: 133477.078125
Iteration 301Q: 41 clusters Score -1.041593e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 149594 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42131 members 
Mstep: Class 5 contains 79899 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 91588 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 17600 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12269 members 
Mstep: Class 13 contains 26546 members 
Mstep: Class 14 contains 22144 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 36509 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 13213 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 1373 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 95048 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2678 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3163 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159328.000000 Penalty: 133477.078125
Iteration 302Q: 41 clusters Score -1.041593e+08 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 146689 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42132 members 
Mstep: Class 5 contains 82341 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 92122 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 17564 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 26528 members 
Mstep: Class 14 contains 22143 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36515 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 13370 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 94764 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3282 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159920.000000 Penalty: 133477.078125
Iteration 303Q: 41 clusters Score -1.041599e+08 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 42136 members 
Mstep: Class 5 contains 84933 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 92711 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 17525 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12234 members 
Mstep: Class 13 contains 26503 members 
Mstep: Class 14 contains 22144 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15408 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 36518 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 13519 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 94667 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2674 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3405 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160424.000000 Penalty: 133477.078125
Iteration 304Q: 41 clusters Score -1.041604e+08 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14230 members 
Mstep: Class 4 contains 42141 members 
Mstep: Class 5 contains 87795 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 93345 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 17498 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12227 members 
Mstep: Class 13 contains 26494 members 
Mstep: Class 14 contains 22142 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 36528 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 13659 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3407 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 94599 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3534 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160872.000000 Penalty: 133477.078125
Iteration 305Q: 41 clusters Score -1.041609e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 5 contains 90802 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 93959 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 17471 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 26478 members 
Mstep: Class 14 contains 22144 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36528 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2859 members 
Mstep: Class 23 contains 13804 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 94581 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2666 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3665 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161392.000000 Penalty: 133477.078125
Iteration 306Q: 41 clusters Score -1.041614e+08 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 131859 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14233 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 5 contains 93895 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 94495 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 17450 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 26467 members 
Mstep: Class 14 contains 22153 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 36528 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 13968 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 94788 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3801 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161944.000000 Penalty: 133477.078125
Iteration 307Q: 41 clusters Score -1.041619e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127799 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14235 members 
Mstep: Class 4 contains 42144 members 
Mstep: Class 5 contains 96716 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95003 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 17422 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26449 members 
Mstep: Class 14 contains 22164 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36517 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 14113 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4486 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 95280 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2654 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 3969 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163048.000000 Penalty: 133477.078125
Iteration 308Q: 41 clusters Score -1.04163e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123800 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14233 members 
Mstep: Class 4 contains 42146 members 
Mstep: Class 5 contains 99238 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95551 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 17365 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 26437 members 
Mstep: Class 14 contains 22172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36530 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2855 members 
Mstep: Class 23 contains 14245 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4486 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 96014 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2650 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4118 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163640.000000 Penalty: 133477.078125
Iteration 309Q: 41 clusters Score -1.041636e+08 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 120165 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 42142 members 
Mstep: Class 5 contains 101390 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96089 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 17319 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12106 members 
Mstep: Class 13 contains 26421 members 
Mstep: Class 14 contains 22167 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16221 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36534 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 14367 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4483 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 96781 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2648 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4263 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164496.000000 Penalty: 133477.078125
Iteration 310Q: 41 clusters Score -1.041645e+08 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 103254 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96499 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 17280 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 26388 members 
Mstep: Class 14 contains 22156 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 14509 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 97713 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2641 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4379 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165024.000000 Penalty: 133477.078125
Iteration 311Q: 41 clusters Score -1.04165e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 42139 members 
Mstep: Class 5 contains 104843 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96927 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 17232 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12085 members 
Mstep: Class 13 contains 26369 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16225 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 36556 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2845 members 
Mstep: Class 23 contains 14645 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 98741 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2637 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4496 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165792.000000 Penalty: 133477.078125
Iteration 312Q: 41 clusters Score -1.041658e+08 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 110825 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42138 members 
Mstep: Class 5 contains 106170 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97201 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 17212 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12067 members 
Mstep: Class 13 contains 26350 members 
Mstep: Class 14 contains 22121 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 36559 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 14779 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4486 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 99755 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2634 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4604 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166728.000000 Penalty: 133477.078125
Iteration 313Q: 41 clusters Score -1.041667e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 42134 members 
Mstep: Class 5 contains 107390 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97439 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 17196 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12057 members 
Mstep: Class 13 contains 26330 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 36560 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2832 members 
Mstep: Class 23 contains 14881 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4484 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 100721 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2630 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4702 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166912.000000 Penalty: 133477.078125
Iteration 314Q: 41 clusters Score -1.041669e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 42128 members 
Mstep: Class 5 contains 108274 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97653 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 26310 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 36565 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 14975 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4478 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 101704 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2628 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4773 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167408.000000 Penalty: 133477.078125
Iteration 315Q: 41 clusters Score -1.041674e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14211 members 
Mstep: Class 4 contains 42119 members 
Mstep: Class 5 contains 108827 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97853 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 26298 members 
Mstep: Class 14 contains 22094 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36565 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2826 members 
Mstep: Class 23 contains 15070 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 102646 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2627 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4847 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168256.000000 Penalty: 133477.078125
Iteration 316Q: 41 clusters Score -1.041683e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14210 members 
Mstep: Class 4 contains 42116 members 
Mstep: Class 5 contains 109189 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97977 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12036 members 
Mstep: Class 13 contains 26288 members 
Mstep: Class 14 contains 22093 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36570 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 15158 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4491 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 103544 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2627 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169064.000000 Penalty: 133477.078125
Iteration 317Q: 41 clusters Score -1.041691e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14211 members 
Mstep: Class 4 contains 42107 members 
Mstep: Class 5 contains 109327 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 98007 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 17144 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12036 members 
Mstep: Class 13 contains 26276 members 
Mstep: Class 14 contains 22081 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36563 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2822 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1376 members 
Mstep: Class 28 contains 4493 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 104403 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2625 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4920 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169280.000000 Penalty: 133477.078125
Iteration 318Q: 41 clusters Score -1.041693e+08 nChanged 3291
Entering ConstructFrom: 
Score: -104169280.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (101054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Entering Unmasked Estep 
Score: -15628000.000000 Penalty: 2857.805908
	Iteration 0F: 2 clusters Score -1.5628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -15561353.000000 Penalty: 5715.611816
	Iteration 0F: 3 clusters Score -1.556135e+07 nChanged 47716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -15589348.000000 Penalty: 5715.611816
	Iteration 1F: 3 clusters Score -1.558935e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -15590629.000000 Penalty: 5715.611816
	Iteration 2Q: 3 clusters Score -1.559063e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -15592447.000000 Penalty: 5715.611816
	Iteration 3Q: 3 clusters Score -1.559245e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -15594703.000000 Penalty: 5715.611816
	Iteration 4Q: 3 clusters Score -1.55947e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -15598181.000000 Penalty: 5715.611816
	Iteration 5F: 3 clusters Score -1.559818e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68535 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -15602641.000000 Penalty: 5715.611816
	Iteration 6F: 3 clusters Score -1.560264e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -15607525.000000 Penalty: 5715.611816
	Iteration 7F: 3 clusters Score -1.560752e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -15611846.000000 Penalty: 5715.611816
	Iteration 8F: 3 clusters Score -1.561185e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -15614896.000000 Penalty: 5715.611816
	Iteration 9Q: 3 clusters Score -1.56149e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -15616930.000000 Penalty: 5715.611816
	Iteration 10Q: 3 clusters Score -1.561693e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -15618285.000000 Penalty: 5715.611816
	Iteration 11Q: 3 clusters Score -1.561828e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -15619410.000000 Penalty: 5715.611816
	Iteration 12Q: 3 clusters Score -1.561941e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -15620473.000000 Penalty: 5715.611816
	Iteration 13Q: 3 clusters Score -1.562047e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -15621531.000000 Penalty: 5715.611816
	Iteration 14Q: 3 clusters Score -1.562153e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -15622488.000000 Penalty: 5715.611816
	Iteration 15Q: 3 clusters Score -1.562249e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -15623341.000000 Penalty: 5715.611816
	Iteration 16Q: 3 clusters Score -1.562334e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -15624031.000000 Penalty: 5715.611816
	Iteration 17Q: 3 clusters Score -1.562403e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -15624524.000000 Penalty: 5715.611816
	Iteration 18Q: 3 clusters Score -1.562452e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -15624942.000000 Penalty: 5715.611816
	Iteration 19Q: 3 clusters Score -1.562494e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15625164.000000 Penalty: 5715.611816
	Iteration 20F: 3 clusters Score -1.562516e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15625339.000000 Penalty: 5715.611816
	Iteration 21Q: 3 clusters Score -1.562534e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15625451.000000 Penalty: 5715.611816
	Iteration 22Q: 3 clusters Score -1.562545e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -15625501.000000 Penalty: 5715.611816
	Iteration 23Q: 3 clusters Score -1.56255e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15625569.000000 Penalty: 5715.611816
	Iteration 24Q: 3 clusters Score -1.562557e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15625598.000000 Penalty: 5715.611816
	Iteration 25Q: 3 clusters Score -1.56256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15625617.000000 Penalty: 5715.611816
	Iteration 26Q: 3 clusters Score -1.562562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -15625639.000000 Penalty: 5715.611816
	Iteration 27Q: 3 clusters Score -1.562564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15625668.000000 Penalty: 5715.611816
	Iteration 28Q: 3 clusters Score -1.562567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100364 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15625686.000000 Penalty: 5715.611816
	Iteration 29Q: 3 clusters Score -1.562569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15625702.000000 Penalty: 5715.611816
	Iteration 30Q: 3 clusters Score -1.56257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100392 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15625704.000000 Penalty: 5715.611816
	Iteration 31Q: 3 clusters Score -1.56257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -15625715.000000 Penalty: 5715.611816
	Iteration 32Q: 3 clusters Score -1.562572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15625724.000000 Penalty: 5715.611816
	Iteration 33Q: 3 clusters Score -1.562572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15625720.000000 Penalty: 5715.611816
	Iteration 34Q: 3 clusters Score -1.562572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15625706.000000 Penalty: 5715.611816
	Iteration 35Q: 3 clusters Score -1.562571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15625699.000000 Penalty: 5715.611816
	Iteration 36Q: 3 clusters Score -1.56257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100414 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -15625710.000000 Penalty: 5715.611816
	Iteration 37Q: 3 clusters Score -1.562571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15625702.000000 Penalty: 5715.611816
	Iteration 38Q: 3 clusters Score -1.56257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15625702.000000 Penalty: 5715.611816
	Iteration 39F: 3 clusters Score -1.56257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -358597.562500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -358597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -355564.937500 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -355564.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356233.406250 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -356233.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -356448.718750 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -356448.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -356581.812500 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -356581.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356730.750000 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -356730.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -356870.625000 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -356870.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356964.437500 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -356964.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -357018.593750 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -357018.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -357067.250000 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -357067.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -357108.062500 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -357108.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -357129.187500 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -357129.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -357147.156250 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -357147.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -357158.250000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -357158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -357171.656250 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -357171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -357181.187500 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -357181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -357186.718750 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -357186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -357190.750000 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -357190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -357191.750000 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -357191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -357191.750000 Penalty: 3903.791748
	Iteration 18F: 3 clusters Score -357191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Entering Unmasked Estep 
Score: -2157000.500000 Penalty: 2371.231934
	Iteration 0F: 2 clusters Score -2157000 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 7209 members 
Entering Unmasked Estep 
Score: -2146641.250000 Penalty: 4742.463867
	Iteration 0F: 3 clusters Score -2146641 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2150195.500000 Penalty: 4742.463867
	Iteration 1F: 3 clusters Score -2150196 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2151112.000000 Penalty: 4742.463867
	Iteration 2F: 3 clusters Score -2151112 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2152345.500000 Penalty: 4742.463867
	Iteration 3F: 3 clusters Score -2152346 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2153825.250000 Penalty: 4742.463867
	Iteration 4F: 3 clusters Score -2153825 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2155102.000000 Penalty: 4742.463867
	Iteration 5F: 3 clusters Score -2155102 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2155694.500000 Penalty: 4742.463867
	Iteration 6F: 3 clusters Score -2155694 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2155942.500000 Penalty: 4742.463867
	Iteration 7Q: 3 clusters Score -2155942 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2156025.250000 Penalty: 4742.463867
	Iteration 8Q: 3 clusters Score -2156025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2156069.500000 Penalty: 4742.463867
	Iteration 9Q: 3 clusters Score -2156070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2156105.750000 Penalty: 4742.463867
	Iteration 10Q: 3 clusters Score -2156106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2156117.750000 Penalty: 4742.463867
	Iteration 11Q: 3 clusters Score -2156118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2156131.000000 Penalty: 4742.463867
	Iteration 12Q: 3 clusters Score -2156131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2156138.750000 Penalty: 4742.463867
	Iteration 13Q: 3 clusters Score -2156139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2156138.750000 Penalty: 4742.463867
	Iteration 14Q: 3 clusters Score -2156139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2156147.250000 Penalty: 4742.463867
	Iteration 15Q: 3 clusters Score -2156147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2156152.750000 Penalty: 4742.463867
	Iteration 16Q: 3 clusters Score -2156153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2156151.500000 Penalty: 4742.463867
	Iteration 17Q: 3 clusters Score -2156152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2156152.250000 Penalty: 4742.463867
	Iteration 18Q: 3 clusters Score -2156152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2156155.750000 Penalty: 4742.463867
	Iteration 19Q: 3 clusters Score -2156156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2156154.000000 Penalty: 4742.463867
	Iteration 20F: 3 clusters Score -2156154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2156159.000000 Penalty: 4742.463867
	Iteration 21Q: 3 clusters Score -2156159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2156158.750000 Penalty: 4742.463867
	Iteration 22Q: 3 clusters Score -2156159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2156160.000000 Penalty: 4742.463867
	Iteration 23Q: 3 clusters Score -2156160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2156160.000000 Penalty: 4742.463867
	Iteration 24Q: 3 clusters Score -2156160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2156160.500000 Penalty: 4742.463867
	Iteration 25Q: 3 clusters Score -2156160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2156167.000000 Penalty: 4742.463867
	Iteration 26Q: 3 clusters Score -2156167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2156167.000000 Penalty: 4742.463867
	Iteration 27Q: 3 clusters Score -2156167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2156164.500000 Penalty: 4742.463867
	Iteration 28Q: 3 clusters Score -2156164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2156163.000000 Penalty: 4742.463867
	Iteration 29Q: 3 clusters Score -2156163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2156161.500000 Penalty: 4742.463867
	Iteration 30Q: 3 clusters Score -2156162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2156166.000000 Penalty: 4742.463867
	Iteration 31Q: 3 clusters Score -2156166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2156166.000000 Penalty: 4742.463867
	Iteration 32F: 3 clusters Score -2156166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Entering Unmasked Estep 
Score: -6473666.000000 Penalty: 2640.708252
	Iteration 0F: 2 clusters Score -6473666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -6445212.500000 Penalty: 5281.416504
	Iteration 0F: 3 clusters Score -6445212 nChanged 19215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -6456337.000000 Penalty: 5281.416504
	Iteration 1F: 3 clusters Score -6456337 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -6457560.500000 Penalty: 5281.416504
	Iteration 2F: 3 clusters Score -6457560 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -6459035.500000 Penalty: 5281.416504
	Iteration 3F: 3 clusters Score -6459036 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -6460730.000000 Penalty: 5281.416504
	Iteration 4F: 3 clusters Score -6460730 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6462414.500000 Penalty: 5281.416504
	Iteration 5F: 3 clusters Score -6462414 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -6463843.000000 Penalty: 5281.416504
	Iteration 6F: 3 clusters Score -6463843 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6464795.500000 Penalty: 5281.416504
	Iteration 7Q: 3 clusters Score -6464796 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -6465444.500000 Penalty: 5281.416504
	Iteration 8Q: 3 clusters Score -6465444 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6465947.000000 Penalty: 5281.416504
	Iteration 9Q: 3 clusters Score -6465947 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -6466436.500000 Penalty: 5281.416504
	Iteration 10Q: 3 clusters Score -6466436 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -6466923.500000 Penalty: 5281.416504
	Iteration 11Q: 3 clusters Score -6466924 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6467440.500000 Penalty: 5281.416504
	Iteration 12Q: 3 clusters Score -6467440 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -6467982.000000 Penalty: 5281.416504
	Iteration 13Q: 3 clusters Score -6467982 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6468597.000000 Penalty: 5281.416504
	Iteration 14Q: 3 clusters Score -6468597 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -6469320.000000 Penalty: 5281.416504
	Iteration 15Q: 3 clusters Score -6469320 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -6469821.500000 Penalty: 5281.416504
	Iteration 16Q: 3 clusters Score -6469822 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6470164.000000 Penalty: 5281.416504
	Iteration 17Q: 3 clusters Score -6470164 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -6470453.500000 Penalty: 5281.416504
	Iteration 18Q: 3 clusters Score -6470454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -6470654.500000 Penalty: 5281.416504
	Iteration 19Q: 3 clusters Score -6470654 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -6470789.500000 Penalty: 5281.416504
	Iteration 20F: 3 clusters Score -6470790 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -6470907.000000 Penalty: 5281.416504
	Iteration 21Q: 3 clusters Score -6470907 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6470958.000000 Penalty: 5281.416504
	Iteration 22Q: 3 clusters Score -6470958 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6471024.500000 Penalty: 5281.416504
	Iteration 23Q: 3 clusters Score -6471024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -6471052.500000 Penalty: 5281.416504
	Iteration 24Q: 3 clusters Score -6471052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -6471061.000000 Penalty: 5281.416504
	Iteration 25Q: 3 clusters Score -6471061 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -6471122.000000 Penalty: 5281.416504
	Iteration 26Q: 3 clusters Score -6471122 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -6471138.500000 Penalty: 5281.416504
	Iteration 27Q: 3 clusters Score -6471138 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -6471139.500000 Penalty: 5281.416504
	Iteration 28Q: 3 clusters Score -6471140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -6471177.500000 Penalty: 5281.416504
	Iteration 29Q: 3 clusters Score -6471178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6471194.000000 Penalty: 5281.416504
	Iteration 30Q: 3 clusters Score -6471194 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -6471216.000000 Penalty: 5281.416504
	Iteration 31Q: 3 clusters Score -6471216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -6471232.500000 Penalty: 5281.416504
	Iteration 32Q: 3 clusters Score -6471232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -6471235.000000 Penalty: 5281.416504
	Iteration 33Q: 3 clusters Score -6471235 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -6471249.000000 Penalty: 5281.416504
	Iteration 34Q: 3 clusters Score -6471249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -6471245.000000 Penalty: 5281.416504
	Iteration 35Q: 3 clusters Score -6471245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6471258.500000 Penalty: 5281.416504
	Iteration 36Q: 3 clusters Score -6471258 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -6471288.500000 Penalty: 5281.416504
	Iteration 37Q: 3 clusters Score -6471288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -6471288.500000 Penalty: 5281.416504
	Iteration 38Q: 3 clusters Score -6471288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -6471296.000000 Penalty: 5281.416504
	Iteration 39Q: 3 clusters Score -6471296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -6471296.500000 Penalty: 5281.416504
	Iteration 40F: 3 clusters Score -6471296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -6471292.000000 Penalty: 5281.416504
	Iteration 41Q: 3 clusters Score -6471292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6471307.000000 Penalty: 5281.416504
	Iteration 42Q: 3 clusters Score -6471307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -6471316.000000 Penalty: 5281.416504
	Iteration 43Q: 3 clusters Score -6471316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6471315.500000 Penalty: 5281.416504
	Iteration 44Q: 3 clusters Score -6471316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -6471326.000000 Penalty: 5281.416504
	Iteration 45Q: 3 clusters Score -6471326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -6471338.500000 Penalty: 5281.416504
	Iteration 46Q: 3 clusters Score -6471338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -6471359.500000 Penalty: 5281.416504
	Iteration 47Q: 3 clusters Score -6471360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -6471359.500000 Penalty: 5281.416504
	Iteration 48Q: 3 clusters Score -6471360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6471373.500000 Penalty: 5281.416504
	Iteration 49Q: 3 clusters Score -6471374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -6471381.000000 Penalty: 5281.416504
	Iteration 50Q: 3 clusters Score -6471381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6471381.500000 Penalty: 5281.416504
	Iteration 51Q: 3 clusters Score -6471382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -6471384.500000 Penalty: 5281.416504
	Iteration 52Q: 3 clusters Score -6471384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6471400.000000 Penalty: 5281.416504
	Iteration 53Q: 3 clusters Score -6471400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6471379.000000 Penalty: 5281.416504
	Iteration 54Q: 3 clusters Score -6471379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -6471383.500000 Penalty: 5281.416504
	Iteration 55Q: 3 clusters Score -6471384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -6471390.500000 Penalty: 5281.416504
	Iteration 56Q: 3 clusters Score -6471390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -6471388.000000 Penalty: 5281.416504
	Iteration 57Q: 3 clusters Score -6471388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -6471404.500000 Penalty: 5281.416504
	Iteration 58Q: 3 clusters Score -6471404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6471401.500000 Penalty: 5281.416504
	Iteration 59Q: 3 clusters Score -6471402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6471396.000000 Penalty: 5281.416504
	Iteration 60F: 3 clusters Score -6471396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6471398.000000 Penalty: 5281.416504
	Iteration 61Q: 3 clusters Score -6471398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -6471407.000000 Penalty: 5281.416504
	Iteration 62Q: 3 clusters Score -6471407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -6471407.000000 Penalty: 5281.416504
	Iteration 63Q: 3 clusters Score -6471407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -6471405.000000 Penalty: 5281.416504
	Iteration 64Q: 3 clusters Score -6471405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6471406.000000 Penalty: 5281.416504
	Iteration 65Q: 3 clusters Score -6471406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -6471402.500000 Penalty: 5281.416504
	Iteration 66Q: 3 clusters Score -6471402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -6471410.000000 Penalty: 5281.416504
	Iteration 67Q: 3 clusters Score -6471410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -6471409.000000 Penalty: 5281.416504
	Iteration 68Q: 3 clusters Score -6471409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -6471409.000000 Penalty: 5281.416504
	Iteration 69F: 3 clusters Score -6471409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109279 members 
Entering Unmasked Estep 
Score: -16857076.000000 Penalty: 2877.211670
	Iteration 0F: 2 clusters Score -1.685708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -16784416.000000 Penalty: 5754.423340
	Iteration 0F: 3 clusters Score -1.678442e+07 nChanged 51720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -16814808.000000 Penalty: 5754.423340
	Iteration 1F: 3 clusters Score -1.681481e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -16816358.000000 Penalty: 5754.423340
	Iteration 2Q: 3 clusters Score -1.681636e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -16818590.000000 Penalty: 5754.423340
	Iteration 3Q: 3 clusters Score -1.681859e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -16822156.000000 Penalty: 5754.423340
	Iteration 4F: 3 clusters Score -1.682216e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -16827328.000000 Penalty: 5754.423340
	Iteration 5F: 3 clusters Score -1.682733e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -16834644.000000 Penalty: 5754.423340
	Iteration 6F: 3 clusters Score -1.683464e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -16843014.000000 Penalty: 5754.423340
	Iteration 7F: 3 clusters Score -1.684301e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -16849316.000000 Penalty: 5754.423340
	Iteration 8F: 3 clusters Score -1.684932e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -16851702.000000 Penalty: 5754.423340
	Iteration 9Q: 3 clusters Score -1.68517e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -16852814.000000 Penalty: 5754.423340
	Iteration 10Q: 3 clusters Score -1.685281e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -16853326.000000 Penalty: 5754.423340
	Iteration 11Q: 3 clusters Score -1.685333e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -16853654.000000 Penalty: 5754.423340
	Iteration 12Q: 3 clusters Score -1.685365e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 87784 members 
Entering Unmasked Estep 
Score: -16853840.000000 Penalty: 5754.423340
	Iteration 13Q: 3 clusters Score -1.685384e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -16854046.000000 Penalty: 5754.423340
	Iteration 14Q: 3 clusters Score -1.685405e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -16854172.000000 Penalty: 5754.423340
	Iteration 15Q: 3 clusters Score -1.685417e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -16854244.000000 Penalty: 5754.423340
	Iteration 16Q: 3 clusters Score -1.685424e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -16854422.000000 Penalty: 5754.423340
	Iteration 17Q: 3 clusters Score -1.685442e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -16854512.000000 Penalty: 5754.423340
	Iteration 18Q: 3 clusters Score -1.685451e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -16854594.000000 Penalty: 5754.423340
	Iteration 19Q: 3 clusters Score -1.685459e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -16854590.000000 Penalty: 5754.423340
	Iteration 20F: 3 clusters Score -1.685459e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -16854648.000000 Penalty: 5754.423340
	Iteration 21Q: 3 clusters Score -1.685465e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -16854716.000000 Penalty: 5754.423340
	Iteration 22Q: 3 clusters Score -1.685472e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -16854724.000000 Penalty: 5754.423340
	Iteration 23Q: 3 clusters Score -1.685472e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -16854824.000000 Penalty: 5754.423340
	Iteration 24Q: 3 clusters Score -1.685482e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -16854944.000000 Penalty: 5754.423340
	Iteration 25Q: 3 clusters Score -1.685494e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -16855012.000000 Penalty: 5754.423340
	Iteration 26Q: 3 clusters Score -1.685501e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 95010 members 
Entering Unmasked Estep 
Score: -16855092.000000 Penalty: 5754.423340
	Iteration 27Q: 3 clusters Score -1.685509e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
Score: -16855100.000000 Penalty: 5754.423340
	Iteration 28Q: 3 clusters Score -1.68551e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 95807 members 
Entering Unmasked Estep 
Score: -16855188.000000 Penalty: 5754.423340
	Iteration 29Q: 3 clusters Score -1.685519e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -16855222.000000 Penalty: 5754.423340
	Iteration 30Q: 3 clusters Score -1.685522e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -16855238.000000 Penalty: 5754.423340
	Iteration 31Q: 3 clusters Score -1.685524e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -16855264.000000 Penalty: 5754.423340
	Iteration 32Q: 3 clusters Score -1.685526e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -16855330.000000 Penalty: 5754.423340
	Iteration 33Q: 3 clusters Score -1.685533e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -16855368.000000 Penalty: 5754.423340
	Iteration 34Q: 3 clusters Score -1.685537e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -16855382.000000 Penalty: 5754.423340
	Iteration 35Q: 3 clusters Score -1.685538e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -16855454.000000 Penalty: 5754.423340
	Iteration 36Q: 3 clusters Score -1.685545e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -16855508.000000 Penalty: 5754.423340
	Iteration 37Q: 3 clusters Score -1.685551e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -16855494.000000 Penalty: 5754.423340
	Iteration 38Q: 3 clusters Score -1.685549e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -16855462.000000 Penalty: 5754.423340
	Iteration 39Q: 3 clusters Score -1.685546e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -16855450.000000 Penalty: 5754.423340
	Iteration 40F: 3 clusters Score -1.685545e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -16855448.000000 Penalty: 5754.423340
	Iteration 41Q: 3 clusters Score -1.685545e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -16855422.000000 Penalty: 5754.423340
	Iteration 42Q: 3 clusters Score -1.685542e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -16855378.000000 Penalty: 5754.423340
	Iteration 43Q: 3 clusters Score -1.685538e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -16855394.000000 Penalty: 5754.423340
	Iteration 44Q: 3 clusters Score -1.685539e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -16855438.000000 Penalty: 5754.423340
	Iteration 45Q: 3 clusters Score -1.685544e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -16855430.000000 Penalty: 5754.423340
	Iteration 46Q: 3 clusters Score -1.685543e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 101387 members 
Entering Unmasked Estep 
Score: -16855466.000000 Penalty: 5754.423340
	Iteration 47Q: 3 clusters Score -1.685547e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -16855458.000000 Penalty: 5754.423340
	Iteration 48Q: 3 clusters Score -1.685546e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -16855528.000000 Penalty: 5754.423340
	Iteration 49Q: 3 clusters Score -1.685553e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 101966 members 
Entering Unmasked Estep 
Score: -16855530.000000 Penalty: 5754.423340
	Iteration 50Q: 3 clusters Score -1.685553e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -16855584.000000 Penalty: 5754.423340
	Iteration 51Q: 3 clusters Score -1.685558e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 102342 members 
Entering Unmasked Estep 
Score: -16855606.000000 Penalty: 5754.423340
	Iteration 52Q: 3 clusters Score -1.685561e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -16855592.000000 Penalty: 5754.423340
	Iteration 53Q: 3 clusters Score -1.685559e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 102715 members 
Entering Unmasked Estep 
Score: -16855620.000000 Penalty: 5754.423340
	Iteration 54Q: 3 clusters Score -1.685562e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -16855624.000000 Penalty: 5754.423340
	Iteration 55Q: 3 clusters Score -1.685562e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 103096 members 
Entering Unmasked Estep 
Score: -16855658.000000 Penalty: 5754.423340
	Iteration 56Q: 3 clusters Score -1.685566e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -16855666.000000 Penalty: 5754.423340
	Iteration 57Q: 3 clusters Score -1.685567e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 103444 members 
Entering Unmasked Estep 
Score: -16855664.000000 Penalty: 5754.423340
	Iteration 58Q: 3 clusters Score -1.685566e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -16855656.000000 Penalty: 5754.423340
	Iteration 59Q: 3 clusters Score -1.685566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -16855678.000000 Penalty: 5754.423340
	Iteration 60F: 3 clusters Score -1.685568e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 103901 members 
Entering Unmasked Estep 
Score: -16855674.000000 Penalty: 5754.423340
	Iteration 61Q: 3 clusters Score -1.685567e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 104035 members 
Entering Unmasked Estep 
Score: -16855668.000000 Penalty: 5754.423340
	Iteration 62Q: 3 clusters Score -1.685567e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -16855676.000000 Penalty: 5754.423340
	Iteration 63Q: 3 clusters Score -1.685568e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 104248 members 
Entering Unmasked Estep 
Score: -16855668.000000 Penalty: 5754.423340
	Iteration 64Q: 3 clusters Score -1.685567e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -16855684.000000 Penalty: 5754.423340
	Iteration 65Q: 3 clusters Score -1.685568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -16855682.000000 Penalty: 5754.423340
	Iteration 66Q: 3 clusters Score -1.685568e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -16855700.000000 Penalty: 5754.423340
	Iteration 67Q: 3 clusters Score -1.68557e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 104634 members 
Entering Unmasked Estep 
Score: -16855718.000000 Penalty: 5754.423340
	Iteration 68Q: 3 clusters Score -1.685572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -16855704.000000 Penalty: 5754.423340
	Iteration 69Q: 3 clusters Score -1.68557e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 5754.423340
	Iteration 70Q: 3 clusters Score -1.685571e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -16855688.000000 Penalty: 5754.423340
	Iteration 71Q: 3 clusters Score -1.685569e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -16855698.000000 Penalty: 5754.423340
	Iteration 72Q: 3 clusters Score -1.68557e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -16855704.000000 Penalty: 5754.423340
	Iteration 73Q: 3 clusters Score -1.68557e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 5754.423340
	Iteration 74Q: 3 clusters Score -1.685571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -16855692.000000 Penalty: 5754.423340
	Iteration 75Q: 3 clusters Score -1.685569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -16855718.000000 Penalty: 5754.423340
	Iteration 76Q: 3 clusters Score -1.685572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -16855710.000000 Penalty: 5754.423340
	Iteration 77Q: 3 clusters Score -1.685571e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 105151 members 
Entering Unmasked Estep 
Score: -16855724.000000 Penalty: 5754.423340
	Iteration 78Q: 3 clusters Score -1.685572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -16855724.000000 Penalty: 5754.423340
	Iteration 79Q: 3 clusters Score -1.685572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -16855722.000000 Penalty: 5754.423340
	Iteration 80F: 3 clusters Score -1.685572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
Score: -16855724.000000 Penalty: 5754.423340
	Iteration 81Q: 3 clusters Score -1.685572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -16855702.000000 Penalty: 5754.423340
	Iteration 82Q: 3 clusters Score -1.68557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -16855676.000000 Penalty: 5754.423340
	Iteration 83Q: 3 clusters Score -1.685568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -16855690.000000 Penalty: 5754.423340
	Iteration 84Q: 3 clusters Score -1.685569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -16855706.000000 Penalty: 5754.423340
	Iteration 85Q: 3 clusters Score -1.685571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -16855728.000000 Penalty: 5754.423340
	Iteration 86Q: 3 clusters Score -1.685573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 5754.423340
	Iteration 87Q: 3 clusters Score -1.685571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -16855702.000000 Penalty: 5754.423340
	Iteration 88Q: 3 clusters Score -1.68557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 105372 members 
Entering Unmasked Estep 
Score: -16855712.000000 Penalty: 5754.423340
	Iteration 89Q: 3 clusters Score -1.685571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -16855712.000000 Penalty: 5754.423340
	Iteration 90Q: 3 clusters Score -1.685571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -16855708.000000 Penalty: 5754.423340
	Iteration 91Q: 3 clusters Score -1.685571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -16855706.000000 Penalty: 5754.423340
	Iteration 92Q: 3 clusters Score -1.685571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -16855696.000000 Penalty: 5754.423340
	Iteration 93Q: 3 clusters Score -1.68557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 105417 members 
Entering Unmasked Estep 
Score: -16855686.000000 Penalty: 5754.423340
	Iteration 94Q: 3 clusters Score -1.685569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -16855692.000000 Penalty: 5754.423340
	Iteration 95Q: 3 clusters Score -1.685569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -16855688.000000 Penalty: 5754.423340
	Iteration 96Q: 3 clusters Score -1.685569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -16855680.000000 Penalty: 5754.423340
	Iteration 97Q: 3 clusters Score -1.685568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 105439 members 
Entering Unmasked Estep 
Score: -16855684.000000 Penalty: 5754.423340
	Iteration 98Q: 3 clusters Score -1.685568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -16855686.000000 Penalty: 5754.423340
	Iteration 99Q: 3 clusters Score -1.685569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -16855694.000000 Penalty: 5754.423340
	Iteration 100F: 3 clusters Score -1.685569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -16855694.000000 Penalty: 5754.423340
	Iteration 101Q: 3 clusters Score -1.685569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -16855700.000000 Penalty: 5754.423340
	Iteration 102Q: 3 clusters Score -1.68557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -16855704.000000 Penalty: 5754.423340
	Iteration 103Q: 3 clusters Score -1.68557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -16855698.000000 Penalty: 5754.423340
	Iteration 104Q: 3 clusters Score -1.68557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -16855696.000000 Penalty: 5754.423340
	Iteration 105Q: 3 clusters Score -1.68557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -16855690.000000 Penalty: 5754.423340
	Iteration 106Q: 3 clusters Score -1.685569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -16855688.000000 Penalty: 5754.423340
	Iteration 107Q: 3 clusters Score -1.685569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -16855682.000000 Penalty: 5754.423340
	Iteration 108Q: 3 clusters Score -1.685568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -16855678.000000 Penalty: 5754.423340
	Iteration 109Q: 3 clusters Score -1.685568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -16855660.000000 Penalty: 5754.423340
	Iteration 110Q: 3 clusters Score -1.685566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 105570 members 
Entering Unmasked Estep 
Score: -16855664.000000 Penalty: 5754.423340
	Iteration 111Q: 3 clusters Score -1.685566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 105572 members 
Entering Unmasked Estep 
Score: -16855672.000000 Penalty: 5754.423340
	Iteration 112Q: 3 clusters Score -1.685567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 105575 members 
Entering Unmasked Estep 
Score: -16855662.000000 Penalty: 5754.423340
	Iteration 113Q: 3 clusters Score -1.685566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -16855668.000000 Penalty: 5754.423340
	Iteration 114Q: 3 clusters Score -1.685567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -16855668.000000 Penalty: 5754.423340
	Iteration 115F: 3 clusters Score -1.685567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -124253.117188 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -124253.1 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 439 members 
Entering Unmasked Estep 
Score: -122413.046875 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -122413 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122685.015625 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -122685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122768.890625 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -122768.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122809.132812 Penalty: 3362.841309
	Iteration 3Q: 3 clusters Score -122809.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122821.226562 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -122821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122837.132812 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -122837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -122848.914062 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -122848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122854.070312 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -122854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -122862.132812 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -122862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -122879.835938 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -122879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122892.859375 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -122892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122905.687500 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -122905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122911.070312 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -122911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122923.710938 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -122923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -122931.710938 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -122931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122939.773438 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -122939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -122942.156250 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -122942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122944.546875 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -122944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122946.867188 Penalty: 3362.841309
	Iteration 18Q: 3 clusters Score -122946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122951.617188 Penalty: 3362.841309
	Iteration 19Q: 3 clusters Score -122951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122956.085938 Penalty: 3362.841309
	Iteration 20F: 3 clusters Score -122956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -122959.390625 Penalty: 3362.841309
	Iteration 21Q: 3 clusters Score -122959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -122966.718750 Penalty: 3362.841309
	Iteration 22Q: 3 clusters Score -122966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122976.421875 Penalty: 3362.841309
	Iteration 23Q: 3 clusters Score -122976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -122980.757812 Penalty: 3362.841309
	Iteration 24Q: 3 clusters Score -122980.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122982.695312 Penalty: 3362.841309
	Iteration 25Q: 3 clusters Score -122982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122984.328125 Penalty: 3362.841309
	Iteration 26Q: 3 clusters Score -122984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122984.601562 Penalty: 3362.841309
	Iteration 27Q: 3 clusters Score -122984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122984.601562 Penalty: 3362.841309
	Iteration 28F: 3 clusters Score -122984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Entering Unmasked Estep 
Score: -15009480.000000 Penalty: 2850.177490
	Iteration 0F: 2 clusters Score -1.500948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -14943839.000000 Penalty: 5700.354980
	Iteration 0F: 3 clusters Score -1.494384e+07 nChanged 46516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -14970074.000000 Penalty: 5700.354980
	Iteration 1F: 3 clusters Score -1.497007e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -14970933.000000 Penalty: 5700.354980
	Iteration 2Q: 3 clusters Score -1.497093e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -14972285.000000 Penalty: 5700.354980
	Iteration 3Q: 3 clusters Score -1.497228e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -14974468.000000 Penalty: 5700.354980
	Iteration 4Q: 3 clusters Score -1.497447e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -14978450.000000 Penalty: 5700.354980
	Iteration 5F: 3 clusters Score -1.497845e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -14984922.000000 Penalty: 5700.354980
	Iteration 6F: 3 clusters Score -1.498492e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -14993411.000000 Penalty: 5700.354980
	Iteration 7F: 3 clusters Score -1.499341e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -15000686.000000 Penalty: 5700.354980
	Iteration 8F: 3 clusters Score -1.500069e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -15004725.000000 Penalty: 5700.354980
	Iteration 9Q: 3 clusters Score -1.500472e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -15006210.000000 Penalty: 5700.354980
	Iteration 10Q: 3 clusters Score -1.500621e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -15006704.000000 Penalty: 5700.354980
	Iteration 11Q: 3 clusters Score -1.50067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -15006832.000000 Penalty: 5700.354980
	Iteration 12Q: 3 clusters Score -1.500683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -15006886.000000 Penalty: 5700.354980
	Iteration 13Q: 3 clusters Score -1.500689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -15006913.000000 Penalty: 5700.354980
	Iteration 14Q: 3 clusters Score -1.500691e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -15006929.000000 Penalty: 5700.354980
	Iteration 15Q: 3 clusters Score -1.500693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -15006934.000000 Penalty: 5700.354980
	Iteration 16Q: 3 clusters Score -1.500693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -15006931.000000 Penalty: 5700.354980
	Iteration 17Q: 3 clusters Score -1.500693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -15006943.000000 Penalty: 5700.354980
	Iteration 18Q: 3 clusters Score -1.500694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -15006949.000000 Penalty: 5700.354980
	Iteration 19Q: 3 clusters Score -1.500695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -15006949.000000 Penalty: 5700.354980
	Iteration 20F: 3 clusters Score -1.500695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19075.220703 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19075.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19120.992188 Penalty: 2544.429688
	Iteration 1Q: 3 clusters Score -19120.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19138.398438 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19162.738281 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -19162.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19177.341797 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -19177.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19184.658203 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -19184.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19191.455078 Penalty: 2544.429688
	Iteration 6Q: 3 clusters Score -19191.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19192.853516 Penalty: 2544.429688
	Iteration 7Q: 3 clusters Score -19192.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19192.853516 Penalty: 2544.429688
	Iteration 8F: 3 clusters Score -19192.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -491521.125000 Penalty: 2009.216064
	Iteration 0F: 2 clusters Score -491521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -488035.250000 Penalty: 4018.432129
	Iteration 0F: 3 clusters Score -488035.2 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -488709.750000 Penalty: 4018.432129
	Iteration 1F: 3 clusters Score -488709.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -488904.343750 Penalty: 4018.432129
	Iteration 2F: 3 clusters Score -488904.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -489052.781250 Penalty: 4018.432129
	Iteration 3F: 3 clusters Score -489052.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -489170.625000 Penalty: 4018.432129
	Iteration 4Q: 3 clusters Score -489170.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -489241.843750 Penalty: 4018.432129
	Iteration 5Q: 3 clusters Score -489241.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -489306.593750 Penalty: 4018.432129
	Iteration 6Q: 3 clusters Score -489306.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -489372.687500 Penalty: 4018.432129
	Iteration 7Q: 3 clusters Score -489372.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -489435.093750 Penalty: 4018.432129
	Iteration 8Q: 3 clusters Score -489435.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -489487.875000 Penalty: 4018.432129
	Iteration 9Q: 3 clusters Score -489487.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -489529.593750 Penalty: 4018.432129
	Iteration 10Q: 3 clusters Score -489529.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -489569.406250 Penalty: 4018.432129
	Iteration 11Q: 3 clusters Score -489569.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -489604.812500 Penalty: 4018.432129
	Iteration 12Q: 3 clusters Score -489604.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -489637.625000 Penalty: 4018.432129
	Iteration 13Q: 3 clusters Score -489637.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -489670.500000 Penalty: 4018.432129
	Iteration 14Q: 3 clusters Score -489670.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -489692.937500 Penalty: 4018.432129
	Iteration 15Q: 3 clusters Score -489692.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -489710.031250 Penalty: 4018.432129
	Iteration 16Q: 3 clusters Score -489710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -489733.656250 Penalty: 4018.432129
	Iteration 17Q: 3 clusters Score -489733.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -489767.875000 Penalty: 4018.432129
	Iteration 18Q: 3 clusters Score -489767.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -489790.843750 Penalty: 4018.432129
	Iteration 19Q: 3 clusters Score -489790.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -489814.187500 Penalty: 4018.432129
	Iteration 20F: 3 clusters Score -489814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -489834.906250 Penalty: 4018.432129
	Iteration 21Q: 3 clusters Score -489834.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -489869.250000 Penalty: 4018.432129
	Iteration 22Q: 3 clusters Score -489869.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -489899.250000 Penalty: 4018.432129
	Iteration 23Q: 3 clusters Score -489899.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -489921.875000 Penalty: 4018.432129
	Iteration 24Q: 3 clusters Score -489921.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -489943.562500 Penalty: 4018.432129
	Iteration 25Q: 3 clusters Score -489943.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -489963.906250 Penalty: 4018.432129
	Iteration 26Q: 3 clusters Score -489963.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -489982.656250 Penalty: 4018.432129
	Iteration 27Q: 3 clusters Score -489982.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -489997.125000 Penalty: 4018.432129
	Iteration 28Q: 3 clusters Score -489997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -490005.531250 Penalty: 4018.432129
	Iteration 29Q: 3 clusters Score -490005.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -490010.531250 Penalty: 4018.432129
	Iteration 30Q: 3 clusters Score -490010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -490014.406250 Penalty: 4018.432129
	Iteration 31Q: 3 clusters Score -490014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490017.312500 Penalty: 4018.432129
	Iteration 32Q: 3 clusters Score -490017.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -490019.312500 Penalty: 4018.432129
	Iteration 33Q: 3 clusters Score -490019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490022.375000 Penalty: 4018.432129
	Iteration 34Q: 3 clusters Score -490022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -490022.468750 Penalty: 4018.432129
	Iteration 35Q: 3 clusters Score -490022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -490023.250000 Penalty: 4018.432129
	Iteration 36Q: 3 clusters Score -490023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -490024.812500 Penalty: 4018.432129
	Iteration 37Q: 3 clusters Score -490024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -490024.812500 Penalty: 4018.432129
	Iteration 38F: 3 clusters Score -490024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Entering Unmasked Estep 
Score: -2620128.750000 Penalty: 2417.765381
	Iteration 0F: 2 clusters Score -2620129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2607941.250000 Penalty: 4835.530762
	Iteration 0F: 3 clusters Score -2607941 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2611889.750000 Penalty: 4835.530762
	Iteration 1F: 3 clusters Score -2611890 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2612209.000000 Penalty: 4835.530762
	Iteration 2F: 3 clusters Score -2612209 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2612454.750000 Penalty: 4835.530762
	Iteration 3Q: 3 clusters Score -2612455 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2612655.250000 Penalty: 4835.530762
	Iteration 4Q: 3 clusters Score -2612655 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2612822.250000 Penalty: 4835.530762
	Iteration 5Q: 3 clusters Score -2612822 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2613002.250000 Penalty: 4835.530762
	Iteration 6Q: 3 clusters Score -2613002 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2613206.000000 Penalty: 4835.530762
	Iteration 7Q: 3 clusters Score -2613206 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2613456.500000 Penalty: 4835.530762
	Iteration 8Q: 3 clusters Score -2613456 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2613784.750000 Penalty: 4835.530762
	Iteration 9Q: 3 clusters Score -2613785 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2614222.750000 Penalty: 4835.530762
	Iteration 10Q: 3 clusters Score -2614223 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2614837.250000 Penalty: 4835.530762
	Iteration 11F: 3 clusters Score -2614837 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2615583.750000 Penalty: 4835.530762
	Iteration 12F: 3 clusters Score -2615584 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2616423.000000 Penalty: 4835.530762
	Iteration 13F: 3 clusters Score -2616423 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2617175.000000 Penalty: 4835.530762
	Iteration 14Q: 3 clusters Score -2617175 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2617692.500000 Penalty: 4835.530762
	Iteration 15Q: 3 clusters Score -2617692 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2618008.000000 Penalty: 4835.530762
	Iteration 16Q: 3 clusters Score -2618008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2618203.500000 Penalty: 4835.530762
	Iteration 17Q: 3 clusters Score -2618204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2618325.500000 Penalty: 4835.530762
	Iteration 18Q: 3 clusters Score -2618326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2618390.250000 Penalty: 4835.530762
	Iteration 19Q: 3 clusters Score -2618390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2618432.250000 Penalty: 4835.530762
	Iteration 20F: 3 clusters Score -2618432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2618459.250000 Penalty: 4835.530762
	Iteration 21Q: 3 clusters Score -2618459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2618476.500000 Penalty: 4835.530762
	Iteration 22Q: 3 clusters Score -2618476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2618485.250000 Penalty: 4835.530762
	Iteration 23Q: 3 clusters Score -2618485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2618501.500000 Penalty: 4835.530762
	Iteration 24Q: 3 clusters Score -2618502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2618520.500000 Penalty: 4835.530762
	Iteration 25Q: 3 clusters Score -2618520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2618522.500000 Penalty: 4835.530762
	Iteration 26Q: 3 clusters Score -2618522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2618527.000000 Penalty: 4835.530762
	Iteration 27Q: 3 clusters Score -2618527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2618526.000000 Penalty: 4835.530762
	Iteration 28Q: 3 clusters Score -2618526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2618528.000000 Penalty: 4835.530762
	Iteration 29Q: 3 clusters Score -2618528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2618528.000000 Penalty: 4835.530762
	Iteration 30F: 3 clusters Score -2618528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -800360.937500 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -800360.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -795577.187500 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -795577.2 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -796731.500000 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -796731.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -796943.937500 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -796943.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -797136.250000 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -797136.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -797341.062500 Penalty: 4263.618164
	Iteration 4Q: 3 clusters Score -797341.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -797596.750000 Penalty: 4263.618164
	Iteration 5Q: 3 clusters Score -797596.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -797878.250000 Penalty: 4263.618164
	Iteration 6F: 3 clusters Score -797878.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -798218.937500 Penalty: 4263.618164
	Iteration 7F: 3 clusters Score -798218.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -798667.562500 Penalty: 4263.618164
	Iteration 8F: 3 clusters Score -798667.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -799111.000000 Penalty: 4263.618164
	Iteration 9F: 3 clusters Score -799111 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -799368.750000 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -799368.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -799500.625000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -799500.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -799578.250000 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -799578.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -799612.750000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -799612.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -799625.625000 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -799625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -799638.125000 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -799638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -799645.500000 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -799645.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -799650.312500 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -799650.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799653.750000 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -799653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799659.500000 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -799659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -799660.437500 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -799660.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799661.250000 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -799661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799662.375000 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -799662.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -799662.375000 Penalty: 4263.618164
	Iteration 23F: 3 clusters Score -799662.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Entering Unmasked Estep 
Score: -1808030.250000 Penalty: 2329.854980
	Iteration 0F: 2 clusters Score -1808030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1799077.125000 Penalty: 4659.709961
	Iteration 0F: 3 clusters Score -1799077 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1801782.625000 Penalty: 4659.709961
	Iteration 1F: 3 clusters Score -1801783 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1802252.750000 Penalty: 4659.709961
	Iteration 2F: 3 clusters Score -1802253 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1802670.000000 Penalty: 4659.709961
	Iteration 3F: 3 clusters Score -1802670 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1803088.125000 Penalty: 4659.709961
	Iteration 4F: 3 clusters Score -1803088 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1803457.875000 Penalty: 4659.709961
	Iteration 5F: 3 clusters Score -1803458 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1803760.000000 Penalty: 4659.709961
	Iteration 6Q: 3 clusters Score -1803760 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1804084.625000 Penalty: 4659.709961
	Iteration 7Q: 3 clusters Score -1804085 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1804409.875000 Penalty: 4659.709961
	Iteration 8Q: 3 clusters Score -1804410 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1804658.250000 Penalty: 4659.709961
	Iteration 9Q: 3 clusters Score -1804658 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1804861.500000 Penalty: 4659.709961
	Iteration 10Q: 3 clusters Score -1804862 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1805020.750000 Penalty: 4659.709961
	Iteration 11Q: 3 clusters Score -1805021 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1805124.500000 Penalty: 4659.709961
	Iteration 12Q: 3 clusters Score -1805124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1805202.875000 Penalty: 4659.709961
	Iteration 13Q: 3 clusters Score -1805203 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1805253.000000 Penalty: 4659.709961
	Iteration 14Q: 3 clusters Score -1805253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1805296.000000 Penalty: 4659.709961
	Iteration 15Q: 3 clusters Score -1805296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1805329.625000 Penalty: 4659.709961
	Iteration 16Q: 3 clusters Score -1805330 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1805363.250000 Penalty: 4659.709961
	Iteration 17Q: 3 clusters Score -1805363 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1805391.375000 Penalty: 4659.709961
	Iteration 18Q: 3 clusters Score -1805391 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1805419.000000 Penalty: 4659.709961
	Iteration 19Q: 3 clusters Score -1805419 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1805451.875000 Penalty: 4659.709961
	Iteration 20F: 3 clusters Score -1805452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1805470.125000 Penalty: 4659.709961
	Iteration 21Q: 3 clusters Score -1805470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1805494.000000 Penalty: 4659.709961
	Iteration 22Q: 3 clusters Score -1805494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1805508.625000 Penalty: 4659.709961
	Iteration 23Q: 3 clusters Score -1805509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1805532.875000 Penalty: 4659.709961
	Iteration 24Q: 3 clusters Score -1805533 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1805558.750000 Penalty: 4659.709961
	Iteration 25Q: 3 clusters Score -1805559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1805584.125000 Penalty: 4659.709961
	Iteration 26Q: 3 clusters Score -1805584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1805601.125000 Penalty: 4659.709961
	Iteration 27Q: 3 clusters Score -1805601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1805622.500000 Penalty: 4659.709961
	Iteration 28Q: 3 clusters Score -1805622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1805638.125000 Penalty: 4659.709961
	Iteration 29Q: 3 clusters Score -1805638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1805652.000000 Penalty: 4659.709961
	Iteration 30Q: 3 clusters Score -1805652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1805665.000000 Penalty: 4659.709961
	Iteration 31Q: 3 clusters Score -1805665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1805675.875000 Penalty: 4659.709961
	Iteration 32Q: 3 clusters Score -1805676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1805684.250000 Penalty: 4659.709961
	Iteration 33Q: 3 clusters Score -1805684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1805700.500000 Penalty: 4659.709961
	Iteration 34Q: 3 clusters Score -1805700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1805706.000000 Penalty: 4659.709961
	Iteration 35Q: 3 clusters Score -1805706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1805723.375000 Penalty: 4659.709961
	Iteration 36Q: 3 clusters Score -1805723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1805740.250000 Penalty: 4659.709961
	Iteration 37Q: 3 clusters Score -1805740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1805756.375000 Penalty: 4659.709961
	Iteration 38Q: 3 clusters Score -1805756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1805768.000000 Penalty: 4659.709961
	Iteration 39Q: 3 clusters Score -1805768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1805785.750000 Penalty: 4659.709961
	Iteration 40F: 3 clusters Score -1805786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1805792.750000 Penalty: 4659.709961
	Iteration 41Q: 3 clusters Score -1805793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1805800.875000 Penalty: 4659.709961
	Iteration 42Q: 3 clusters Score -1805801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1805806.750000 Penalty: 4659.709961
	Iteration 43Q: 3 clusters Score -1805807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1805813.625000 Penalty: 4659.709961
	Iteration 44Q: 3 clusters Score -1805814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1805819.750000 Penalty: 4659.709961
	Iteration 45Q: 3 clusters Score -1805820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1805816.375000 Penalty: 4659.709961
	Iteration 46Q: 3 clusters Score -1805816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1805818.875000 Penalty: 4659.709961
	Iteration 47Q: 3 clusters Score -1805819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1805823.375000 Penalty: 4659.709961
	Iteration 48Q: 3 clusters Score -1805823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1805824.125000 Penalty: 4659.709961
	Iteration 49Q: 3 clusters Score -1805824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1805832.125000 Penalty: 4659.709961
	Iteration 50Q: 3 clusters Score -1805832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1805839.875000 Penalty: 4659.709961
	Iteration 51Q: 3 clusters Score -1805840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1805838.750000 Penalty: 4659.709961
	Iteration 52Q: 3 clusters Score -1805839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1805840.750000 Penalty: 4659.709961
	Iteration 53Q: 3 clusters Score -1805841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1805849.375000 Penalty: 4659.709961
	Iteration 54Q: 3 clusters Score -1805849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1805849.375000 Penalty: 4659.709961
	Iteration 55Q: 3 clusters Score -1805849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1805854.500000 Penalty: 4659.709961
	Iteration 56Q: 3 clusters Score -1805854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1805862.250000 Penalty: 4659.709961
	Iteration 57Q: 3 clusters Score -1805862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1805871.000000 Penalty: 4659.709961
	Iteration 58Q: 3 clusters Score -1805871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1805872.000000 Penalty: 4659.709961
	Iteration 59Q: 3 clusters Score -1805872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1805879.125000 Penalty: 4659.709961
	Iteration 60F: 3 clusters Score -1805879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1805886.250000 Penalty: 4659.709961
	Iteration 61Q: 3 clusters Score -1805886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1805888.250000 Penalty: 4659.709961
	Iteration 62Q: 3 clusters Score -1805888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1805895.250000 Penalty: 4659.709961
	Iteration 63Q: 3 clusters Score -1805895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1805898.250000 Penalty: 4659.709961
	Iteration 64Q: 3 clusters Score -1805898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1805902.875000 Penalty: 4659.709961
	Iteration 65Q: 3 clusters Score -1805903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1805910.250000 Penalty: 4659.709961
	Iteration 66Q: 3 clusters Score -1805910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1805909.750000 Penalty: 4659.709961
	Iteration 67Q: 3 clusters Score -1805910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1805910.250000 Penalty: 4659.709961
	Iteration 68Q: 3 clusters Score -1805910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1805908.375000 Penalty: 4659.709961
	Iteration 69Q: 3 clusters Score -1805908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1805911.750000 Penalty: 4659.709961
	Iteration 70Q: 3 clusters Score -1805912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1805914.250000 Penalty: 4659.709961
	Iteration 71Q: 3 clusters Score -1805914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1805916.500000 Penalty: 4659.709961
	Iteration 72Q: 3 clusters Score -1805916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1805913.625000 Penalty: 4659.709961
	Iteration 73Q: 3 clusters Score -1805914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1805915.750000 Penalty: 4659.709961
	Iteration 74Q: 3 clusters Score -1805916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1805918.375000 Penalty: 4659.709961
	Iteration 75Q: 3 clusters Score -1805918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1805921.125000 Penalty: 4659.709961
	Iteration 76Q: 3 clusters Score -1805921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1805920.625000 Penalty: 4659.709961
	Iteration 77Q: 3 clusters Score -1805921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1805922.000000 Penalty: 4659.709961
	Iteration 78Q: 3 clusters Score -1805922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1805921.250000 Penalty: 4659.709961
	Iteration 79Q: 3 clusters Score -1805921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1805923.500000 Penalty: 4659.709961
	Iteration 80F: 3 clusters Score -1805924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1805922.875000 Penalty: 4659.709961
	Iteration 81Q: 3 clusters Score -1805923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1805922.250000 Penalty: 4659.709961
	Iteration 82Q: 3 clusters Score -1805922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1805920.875000 Penalty: 4659.709961
	Iteration 83Q: 3 clusters Score -1805921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1805921.750000 Penalty: 4659.709961
	Iteration 84Q: 3 clusters Score -1805922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1805921.750000 Penalty: 4659.709961
	Iteration 85F: 3 clusters Score -1805922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Entering Unmasked Estep 
Score: -3981060.250000 Penalty: 2523.674316
	Iteration 0F: 2 clusters Score -3981060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3962894.250000 Penalty: 5047.348633
	Iteration 0F: 3 clusters Score -3962894 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3969312.500000 Penalty: 5047.348633
	Iteration 1F: 3 clusters Score -3969312 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3969752.250000 Penalty: 5047.348633
	Iteration 2Q: 3 clusters Score -3969752 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3970129.250000 Penalty: 5047.348633
	Iteration 3Q: 3 clusters Score -3970129 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3970537.000000 Penalty: 5047.348633
	Iteration 4Q: 3 clusters Score -3970537 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3971051.500000 Penalty: 5047.348633
	Iteration 5Q: 3 clusters Score -3971052 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3971695.500000 Penalty: 5047.348633
	Iteration 6Q: 3 clusters Score -3971696 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3972647.750000 Penalty: 5047.348633
	Iteration 7F: 3 clusters Score -3972648 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3973939.000000 Penalty: 5047.348633
	Iteration 8F: 3 clusters Score -3973939 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3975527.750000 Penalty: 5047.348633
	Iteration 9F: 3 clusters Score -3975528 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3976937.750000 Penalty: 5047.348633
	Iteration 10F: 3 clusters Score -3976938 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3977855.000000 Penalty: 5047.348633
	Iteration 11Q: 3 clusters Score -3977855 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3978367.000000 Penalty: 5047.348633
	Iteration 12Q: 3 clusters Score -3978367 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3978643.000000 Penalty: 5047.348633
	Iteration 13Q: 3 clusters Score -3978643 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3978786.000000 Penalty: 5047.348633
	Iteration 14Q: 3 clusters Score -3978786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3978862.000000 Penalty: 5047.348633
	Iteration 15Q: 3 clusters Score -3978862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3978917.750000 Penalty: 5047.348633
	Iteration 16Q: 3 clusters Score -3978918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3978948.750000 Penalty: 5047.348633
	Iteration 17Q: 3 clusters Score -3978949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3978973.000000 Penalty: 5047.348633
	Iteration 18Q: 3 clusters Score -3978973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3978993.000000 Penalty: 5047.348633
	Iteration 19Q: 3 clusters Score -3978993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3979009.750000 Penalty: 5047.348633
	Iteration 20F: 3 clusters Score -3979010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3979024.750000 Penalty: 5047.348633
	Iteration 21Q: 3 clusters Score -3979025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3979041.000000 Penalty: 5047.348633
	Iteration 22Q: 3 clusters Score -3979041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3979048.750000 Penalty: 5047.348633
	Iteration 23Q: 3 clusters Score -3979049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3979053.750000 Penalty: 5047.348633
	Iteration 24Q: 3 clusters Score -3979054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3979057.000000 Penalty: 5047.348633
	Iteration 25Q: 3 clusters Score -3979057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3979062.500000 Penalty: 5047.348633
	Iteration 26Q: 3 clusters Score -3979062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3979063.250000 Penalty: 5047.348633
	Iteration 27Q: 3 clusters Score -3979063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3979067.750000 Penalty: 5047.348633
	Iteration 28Q: 3 clusters Score -3979068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3979072.000000 Penalty: 5047.348633
	Iteration 29Q: 3 clusters Score -3979072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3979076.750000 Penalty: 5047.348633
	Iteration 30Q: 3 clusters Score -3979077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3979077.500000 Penalty: 5047.348633
	Iteration 31Q: 3 clusters Score -3979078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3979077.500000 Penalty: 5047.348633
	Iteration 32F: 3 clusters Score -3979078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -3194152.000000 Penalty: 2480.399658
	Iteration 0F: 2 clusters Score -3194152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3178861.750000 Penalty: 4960.799316
	Iteration 0F: 3 clusters Score -3178862 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3184409.750000 Penalty: 4960.799316
	Iteration 1F: 3 clusters Score -3184410 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3185045.000000 Penalty: 4960.799316
	Iteration 2F: 3 clusters Score -3185045 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3185681.750000 Penalty: 4960.799316
	Iteration 3F: 3 clusters Score -3185682 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3186268.750000 Penalty: 4960.799316
	Iteration 4F: 3 clusters Score -3186269 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3186843.250000 Penalty: 4960.799316
	Iteration 5F: 3 clusters Score -3186843 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3187349.250000 Penalty: 4960.799316
	Iteration 6Q: 3 clusters Score -3187349 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3187816.500000 Penalty: 4960.799316
	Iteration 7Q: 3 clusters Score -3187816 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3188253.500000 Penalty: 4960.799316
	Iteration 8Q: 3 clusters Score -3188254 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3188670.000000 Penalty: 4960.799316
	Iteration 9Q: 3 clusters Score -3188670 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3189030.500000 Penalty: 4960.799316
	Iteration 10Q: 3 clusters Score -3189030 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3189354.000000 Penalty: 4960.799316
	Iteration 11Q: 3 clusters Score -3189354 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3189673.750000 Penalty: 4960.799316
	Iteration 12Q: 3 clusters Score -3189674 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3189949.000000 Penalty: 4960.799316
	Iteration 13Q: 3 clusters Score -3189949 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3190238.000000 Penalty: 4960.799316
	Iteration 14Q: 3 clusters Score -3190238 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3190486.000000 Penalty: 4960.799316
	Iteration 15Q: 3 clusters Score -3190486 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3190700.500000 Penalty: 4960.799316
	Iteration 16Q: 3 clusters Score -3190700 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3190927.750000 Penalty: 4960.799316
	Iteration 17Q: 3 clusters Score -3190928 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3191163.000000 Penalty: 4960.799316
	Iteration 18Q: 3 clusters Score -3191163 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3191353.000000 Penalty: 4960.799316
	Iteration 19Q: 3 clusters Score -3191353 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3191545.500000 Penalty: 4960.799316
	Iteration 20F: 3 clusters Score -3191546 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3191703.750000 Penalty: 4960.799316
	Iteration 21Q: 3 clusters Score -3191704 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3191832.250000 Penalty: 4960.799316
	Iteration 22Q: 3 clusters Score -3191832 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3191921.750000 Penalty: 4960.799316
	Iteration 23Q: 3 clusters Score -3191922 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3191984.250000 Penalty: 4960.799316
	Iteration 24Q: 3 clusters Score -3191984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3192043.500000 Penalty: 4960.799316
	Iteration 25Q: 3 clusters Score -3192044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3192093.250000 Penalty: 4960.799316
	Iteration 26Q: 3 clusters Score -3192093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3192123.000000 Penalty: 4960.799316
	Iteration 27Q: 3 clusters Score -3192123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3192152.000000 Penalty: 4960.799316
	Iteration 28Q: 3 clusters Score -3192152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3192184.500000 Penalty: 4960.799316
	Iteration 29Q: 3 clusters Score -3192184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3192213.250000 Penalty: 4960.799316
	Iteration 30Q: 3 clusters Score -3192213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3192234.000000 Penalty: 4960.799316
	Iteration 31Q: 3 clusters Score -3192234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3192248.000000 Penalty: 4960.799316
	Iteration 32Q: 3 clusters Score -3192248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3192260.750000 Penalty: 4960.799316
	Iteration 33Q: 3 clusters Score -3192261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3192279.250000 Penalty: 4960.799316
	Iteration 34Q: 3 clusters Score -3192279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3192288.000000 Penalty: 4960.799316
	Iteration 35Q: 3 clusters Score -3192288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3192308.000000 Penalty: 4960.799316
	Iteration 36Q: 3 clusters Score -3192308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3192330.500000 Penalty: 4960.799316
	Iteration 37Q: 3 clusters Score -3192330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3192341.750000 Penalty: 4960.799316
	Iteration 38Q: 3 clusters Score -3192342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3192354.750000 Penalty: 4960.799316
	Iteration 39Q: 3 clusters Score -3192355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3192362.250000 Penalty: 4960.799316
	Iteration 40F: 3 clusters Score -3192362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3192362.500000 Penalty: 4960.799316
	Iteration 41Q: 3 clusters Score -3192362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3192369.250000 Penalty: 4960.799316
	Iteration 42Q: 3 clusters Score -3192369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3192378.500000 Penalty: 4960.799316
	Iteration 43Q: 3 clusters Score -3192378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3192379.500000 Penalty: 4960.799316
	Iteration 44Q: 3 clusters Score -3192380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3192382.500000 Penalty: 4960.799316
	Iteration 45Q: 3 clusters Score -3192382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3192384.250000 Penalty: 4960.799316
	Iteration 46Q: 3 clusters Score -3192384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3192385.750000 Penalty: 4960.799316
	Iteration 47Q: 3 clusters Score -3192386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3192389.500000 Penalty: 4960.799316
	Iteration 48Q: 3 clusters Score -3192390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3192386.750000 Penalty: 4960.799316
	Iteration 49Q: 3 clusters Score -3192387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -3192391.500000 Penalty: 4960.799316
	Iteration 50Q: 3 clusters Score -3192392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3192392.750000 Penalty: 4960.799316
	Iteration 51Q: 3 clusters Score -3192393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3192390.750000 Penalty: 4960.799316
	Iteration 52Q: 3 clusters Score -3192391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3192390.500000 Penalty: 4960.799316
	Iteration 53Q: 3 clusters Score -3192390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3192396.500000 Penalty: 4960.799316
	Iteration 54Q: 3 clusters Score -3192396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3192394.500000 Penalty: 4960.799316
	Iteration 55Q: 3 clusters Score -3192394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3192394.500000 Penalty: 4960.799316
	Iteration 56Q: 3 clusters Score -3192394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3192397.750000 Penalty: 4960.799316
	Iteration 57Q: 3 clusters Score -3192398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3192397.750000 Penalty: 4960.799316
	Iteration 58F: 3 clusters Score -3192398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20991.941406 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20991.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21108.687500 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21108.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21112.048828 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21112.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21112.048828 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -21112.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Entering Unmasked Estep 
Score: -2272621.250000 Penalty: 2404.219238
	Iteration 0F: 2 clusters Score -2272621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2260973.250000 Penalty: 4808.438477
	Iteration 0F: 3 clusters Score -2260973 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2265017.250000 Penalty: 4808.438477
	Iteration 1F: 3 clusters Score -2265017 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2265772.750000 Penalty: 4808.438477
	Iteration 2F: 3 clusters Score -2265773 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2266616.000000 Penalty: 4808.438477
	Iteration 3F: 3 clusters Score -2266616 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2267476.000000 Penalty: 4808.438477
	Iteration 4F: 3 clusters Score -2267476 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2268259.750000 Penalty: 4808.438477
	Iteration 5F: 3 clusters Score -2268260 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2268942.500000 Penalty: 4808.438477
	Iteration 6F: 3 clusters Score -2268942 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2269436.000000 Penalty: 4808.438477
	Iteration 7F: 3 clusters Score -2269436 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2269770.250000 Penalty: 4808.438477
	Iteration 8Q: 3 clusters Score -2269770 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2269983.500000 Penalty: 4808.438477
	Iteration 9Q: 3 clusters Score -2269984 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2270125.750000 Penalty: 4808.438477
	Iteration 10Q: 3 clusters Score -2270126 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2270246.250000 Penalty: 4808.438477
	Iteration 11Q: 3 clusters Score -2270246 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2270317.000000 Penalty: 4808.438477
	Iteration 12Q: 3 clusters Score -2270317 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2270374.500000 Penalty: 4808.438477
	Iteration 13Q: 3 clusters Score -2270374 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2270423.750000 Penalty: 4808.438477
	Iteration 14Q: 3 clusters Score -2270424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2270470.250000 Penalty: 4808.438477
	Iteration 15Q: 3 clusters Score -2270470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2270504.750000 Penalty: 4808.438477
	Iteration 16Q: 3 clusters Score -2270505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2270541.500000 Penalty: 4808.438477
	Iteration 17Q: 3 clusters Score -2270542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2270570.500000 Penalty: 4808.438477
	Iteration 18Q: 3 clusters Score -2270570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2270584.750000 Penalty: 4808.438477
	Iteration 19Q: 3 clusters Score -2270585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2270594.000000 Penalty: 4808.438477
	Iteration 20F: 3 clusters Score -2270594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2270609.250000 Penalty: 4808.438477
	Iteration 21Q: 3 clusters Score -2270609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2270620.500000 Penalty: 4808.438477
	Iteration 22Q: 3 clusters Score -2270620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2270623.750000 Penalty: 4808.438477
	Iteration 23Q: 3 clusters Score -2270624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2270631.750000 Penalty: 4808.438477
	Iteration 24Q: 3 clusters Score -2270632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2270640.000000 Penalty: 4808.438477
	Iteration 25Q: 3 clusters Score -2270640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2270641.750000 Penalty: 4808.438477
	Iteration 26Q: 3 clusters Score -2270642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2270643.000000 Penalty: 4808.438477
	Iteration 27Q: 3 clusters Score -2270643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2270656.000000 Penalty: 4808.438477
	Iteration 28Q: 3 clusters Score -2270656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2270653.500000 Penalty: 4808.438477
	Iteration 29Q: 3 clusters Score -2270654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2270658.000000 Penalty: 4808.438477
	Iteration 30Q: 3 clusters Score -2270658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2270664.500000 Penalty: 4808.438477
	Iteration 31Q: 3 clusters Score -2270664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2270675.500000 Penalty: 4808.438477
	Iteration 32Q: 3 clusters Score -2270676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2270668.250000 Penalty: 4808.438477
	Iteration 33Q: 3 clusters Score -2270668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2270671.000000 Penalty: 4808.438477
	Iteration 34Q: 3 clusters Score -2270671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2270673.500000 Penalty: 4808.438477
	Iteration 35Q: 3 clusters Score -2270674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2270676.750000 Penalty: 4808.438477
	Iteration 36Q: 3 clusters Score -2270677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2270678.750000 Penalty: 4808.438477
	Iteration 37Q: 3 clusters Score -2270679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2270672.250000 Penalty: 4808.438477
	Iteration 38Q: 3 clusters Score -2270672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2270677.750000 Penalty: 4808.438477
	Iteration 39Q: 3 clusters Score -2270678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2270676.000000 Penalty: 4808.438477
	Iteration 40F: 3 clusters Score -2270676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2270681.000000 Penalty: 4808.438477
	Iteration 41Q: 3 clusters Score -2270681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2270680.500000 Penalty: 4808.438477
	Iteration 42Q: 3 clusters Score -2270680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2270690.250000 Penalty: 4808.438477
	Iteration 43Q: 3 clusters Score -2270690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2270695.000000 Penalty: 4808.438477
	Iteration 44Q: 3 clusters Score -2270695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2270695.000000 Penalty: 4808.438477
	Iteration 45Q: 3 clusters Score -2270695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2270692.750000 Penalty: 4808.438477
	Iteration 46Q: 3 clusters Score -2270693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2270697.750000 Penalty: 4808.438477
	Iteration 47Q: 3 clusters Score -2270698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2270697.500000 Penalty: 4808.438477
	Iteration 48Q: 3 clusters Score -2270698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2270703.000000 Penalty: 4808.438477
	Iteration 49Q: 3 clusters Score -2270703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2270708.000000 Penalty: 4808.438477
	Iteration 50Q: 3 clusters Score -2270708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2270705.250000 Penalty: 4808.438477
	Iteration 51Q: 3 clusters Score -2270705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2270705.000000 Penalty: 4808.438477
	Iteration 52Q: 3 clusters Score -2270705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2270704.750000 Penalty: 4808.438477
	Iteration 53Q: 3 clusters Score -2270705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2270709.250000 Penalty: 4808.438477
	Iteration 54Q: 3 clusters Score -2270709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2270708.500000 Penalty: 4808.438477
	Iteration 55Q: 3 clusters Score -2270708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2270707.750000 Penalty: 4808.438477
	Iteration 56Q: 3 clusters Score -2270708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2270706.750000 Penalty: 4808.438477
	Iteration 57Q: 3 clusters Score -2270707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2270705.000000 Penalty: 4808.438477
	Iteration 58Q: 3 clusters Score -2270705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2270713.750000 Penalty: 4808.438477
	Iteration 59Q: 3 clusters Score -2270714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2270710.750000 Penalty: 4808.438477
	Iteration 60F: 3 clusters Score -2270711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2270721.250000 Penalty: 4808.438477
	Iteration 61Q: 3 clusters Score -2270721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2270719.000000 Penalty: 4808.438477
	Iteration 62Q: 3 clusters Score -2270719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2270725.000000 Penalty: 4808.438477
	Iteration 63Q: 3 clusters Score -2270725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2270723.500000 Penalty: 4808.438477
	Iteration 64Q: 3 clusters Score -2270724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2270733.750000 Penalty: 4808.438477
	Iteration 65Q: 3 clusters Score -2270734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2270733.500000 Penalty: 4808.438477
	Iteration 66Q: 3 clusters Score -2270734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2270731.000000 Penalty: 4808.438477
	Iteration 67Q: 3 clusters Score -2270731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2270734.750000 Penalty: 4808.438477
	Iteration 68Q: 3 clusters Score -2270735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2270732.750000 Penalty: 4808.438477
	Iteration 69Q: 3 clusters Score -2270733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2270733.250000 Penalty: 4808.438477
	Iteration 70Q: 3 clusters Score -2270733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2270731.250000 Penalty: 4808.438477
	Iteration 71Q: 3 clusters Score -2270731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2270730.000000 Penalty: 4808.438477
	Iteration 72Q: 3 clusters Score -2270730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2270731.750000 Penalty: 4808.438477
	Iteration 73Q: 3 clusters Score -2270732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2270735.250000 Penalty: 4808.438477
	Iteration 74Q: 3 clusters Score -2270735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2270734.000000 Penalty: 4808.438477
	Iteration 75Q: 3 clusters Score -2270734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2270731.250000 Penalty: 4808.438477
	Iteration 76Q: 3 clusters Score -2270731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2270734.750000 Penalty: 4808.438477
	Iteration 77Q: 3 clusters Score -2270735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2270740.500000 Penalty: 4808.438477
	Iteration 78Q: 3 clusters Score -2270740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2270735.500000 Penalty: 4808.438477
	Iteration 79Q: 3 clusters Score -2270736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2270738.250000 Penalty: 4808.438477
	Iteration 80F: 3 clusters Score -2270738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2270740.000000 Penalty: 4808.438477
	Iteration 81Q: 3 clusters Score -2270740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2270736.000000 Penalty: 4808.438477
	Iteration 82Q: 3 clusters Score -2270736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2270736.250000 Penalty: 4808.438477
	Iteration 83Q: 3 clusters Score -2270736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2270737.750000 Penalty: 4808.438477
	Iteration 84Q: 3 clusters Score -2270738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2270736.000000 Penalty: 4808.438477
	Iteration 85Q: 3 clusters Score -2270736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2270739.250000 Penalty: 4808.438477
	Iteration 86Q: 3 clusters Score -2270739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2270739.750000 Penalty: 4808.438477
	Iteration 87Q: 3 clusters Score -2270740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2270741.750000 Penalty: 4808.438477
	Iteration 88Q: 3 clusters Score -2270742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2270742.750000 Penalty: 4808.438477
	Iteration 89Q: 3 clusters Score -2270743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2270743.250000 Penalty: 4808.438477
	Iteration 90Q: 3 clusters Score -2270743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2270749.500000 Penalty: 4808.438477
	Iteration 91Q: 3 clusters Score -2270750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2270745.000000 Penalty: 4808.438477
	Iteration 92Q: 3 clusters Score -2270745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2270743.500000 Penalty: 4808.438477
	Iteration 93Q: 3 clusters Score -2270744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2270749.500000 Penalty: 4808.438477
	Iteration 94Q: 3 clusters Score -2270750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2270748.000000 Penalty: 4808.438477
	Iteration 95Q: 3 clusters Score -2270748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2270747.750000 Penalty: 4808.438477
	Iteration 96Q: 3 clusters Score -2270748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2270748.250000 Penalty: 4808.438477
	Iteration 97Q: 3 clusters Score -2270748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2270748.500000 Penalty: 4808.438477
	Iteration 98Q: 3 clusters Score -2270748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2270745.250000 Penalty: 4808.438477
	Iteration 99Q: 3 clusters Score -2270745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2270744.750000 Penalty: 4808.438477
	Iteration 100F: 3 clusters Score -2270745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2270748.750000 Penalty: 4808.438477
	Iteration 101Q: 3 clusters Score -2270749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2270751.250000 Penalty: 4808.438477
	Iteration 102Q: 3 clusters Score -2270751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2270746.750000 Penalty: 4808.438477
	Iteration 103Q: 3 clusters Score -2270747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2270756.500000 Penalty: 4808.438477
	Iteration 104Q: 3 clusters Score -2270756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2270755.750000 Penalty: 4808.438477
	Iteration 105Q: 3 clusters Score -2270756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2270764.000000 Penalty: 4808.438477
	Iteration 106Q: 3 clusters Score -2270764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2270772.750000 Penalty: 4808.438477
	Iteration 107Q: 3 clusters Score -2270773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2270769.750000 Penalty: 4808.438477
	Iteration 108Q: 3 clusters Score -2270770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2270784.500000 Penalty: 4808.438477
	Iteration 109Q: 3 clusters Score -2270784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2270789.500000 Penalty: 4808.438477
	Iteration 110Q: 3 clusters Score -2270790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2270788.000000 Penalty: 4808.438477
	Iteration 111Q: 3 clusters Score -2270788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2270797.000000 Penalty: 4808.438477
	Iteration 112Q: 3 clusters Score -2270797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2270803.250000 Penalty: 4808.438477
	Iteration 113Q: 3 clusters Score -2270803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2270808.250000 Penalty: 4808.438477
	Iteration 114Q: 3 clusters Score -2270808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2270817.250000 Penalty: 4808.438477
	Iteration 115Q: 3 clusters Score -2270817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2270822.250000 Penalty: 4808.438477
	Iteration 116Q: 3 clusters Score -2270822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2270822.500000 Penalty: 4808.438477
	Iteration 117Q: 3 clusters Score -2270822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2270835.250000 Penalty: 4808.438477
	Iteration 118Q: 3 clusters Score -2270835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2270836.250000 Penalty: 4808.438477
	Iteration 119Q: 3 clusters Score -2270836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2270833.250000 Penalty: 4808.438477
	Iteration 120F: 3 clusters Score -2270833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2270837.000000 Penalty: 4808.438477
	Iteration 121Q: 3 clusters Score -2270837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2270844.250000 Penalty: 4808.438477
	Iteration 122Q: 3 clusters Score -2270844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2270854.250000 Penalty: 4808.438477
	Iteration 123Q: 3 clusters Score -2270854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2270862.250000 Penalty: 4808.438477
	Iteration 124Q: 3 clusters Score -2270862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2270875.500000 Penalty: 4808.438477
	Iteration 125Q: 3 clusters Score -2270876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2270881.250000 Penalty: 4808.438477
	Iteration 126Q: 3 clusters Score -2270881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2270891.000000 Penalty: 4808.438477
	Iteration 127Q: 3 clusters Score -2270891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2270897.750000 Penalty: 4808.438477
	Iteration 128Q: 3 clusters Score -2270898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2270911.250000 Penalty: 4808.438477
	Iteration 129Q: 3 clusters Score -2270911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2270916.500000 Penalty: 4808.438477
	Iteration 130Q: 3 clusters Score -2270916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2270920.500000 Penalty: 4808.438477
	Iteration 131Q: 3 clusters Score -2270920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2270942.250000 Penalty: 4808.438477
	Iteration 132Q: 3 clusters Score -2270942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2270964.250000 Penalty: 4808.438477
	Iteration 133Q: 3 clusters Score -2270964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2270970.500000 Penalty: 4808.438477
	Iteration 134Q: 3 clusters Score -2270970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2270987.250000 Penalty: 4808.438477
	Iteration 135Q: 3 clusters Score -2270987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2271014.750000 Penalty: 4808.438477
	Iteration 136Q: 3 clusters Score -2271015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2271034.000000 Penalty: 4808.438477
	Iteration 137Q: 3 clusters Score -2271034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2271053.250000 Penalty: 4808.438477
	Iteration 138Q: 3 clusters Score -2271053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2271068.250000 Penalty: 4808.438477
	Iteration 139Q: 3 clusters Score -2271068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2271076.750000 Penalty: 4808.438477
	Iteration 140F: 3 clusters Score -2271077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2271089.500000 Penalty: 4808.438477
	Iteration 141Q: 3 clusters Score -2271090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2271096.000000 Penalty: 4808.438477
	Iteration 142Q: 3 clusters Score -2271096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2271109.500000 Penalty: 4808.438477
	Iteration 143Q: 3 clusters Score -2271110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2271116.250000 Penalty: 4808.438477
	Iteration 144Q: 3 clusters Score -2271116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2271129.000000 Penalty: 4808.438477
	Iteration 145Q: 3 clusters Score -2271129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2271147.500000 Penalty: 4808.438477
	Iteration 146Q: 3 clusters Score -2271148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2271153.750000 Penalty: 4808.438477
	Iteration 147Q: 3 clusters Score -2271154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2271165.250000 Penalty: 4808.438477
	Iteration 148Q: 3 clusters Score -2271165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2271180.250000 Penalty: 4808.438477
	Iteration 149Q: 3 clusters Score -2271180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2271191.250000 Penalty: 4808.438477
	Iteration 150Q: 3 clusters Score -2271191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2271211.250000 Penalty: 4808.438477
	Iteration 151Q: 3 clusters Score -2271211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2271219.000000 Penalty: 4808.438477
	Iteration 152Q: 3 clusters Score -2271219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2271232.250000 Penalty: 4808.438477
	Iteration 153Q: 3 clusters Score -2271232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2271240.250000 Penalty: 4808.438477
	Iteration 154Q: 3 clusters Score -2271240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2271235.500000 Penalty: 4808.438477
	Iteration 155Q: 3 clusters Score -2271236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2271240.500000 Penalty: 4808.438477
	Iteration 156Q: 3 clusters Score -2271240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2271243.750000 Penalty: 4808.438477
	Iteration 157Q: 3 clusters Score -2271244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2271254.750000 Penalty: 4808.438477
	Iteration 158Q: 3 clusters Score -2271255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2271256.500000 Penalty: 4808.438477
	Iteration 159Q: 3 clusters Score -2271256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2271264.750000 Penalty: 4808.438477
	Iteration 160F: 3 clusters Score -2271265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2271272.250000 Penalty: 4808.438477
	Iteration 161Q: 3 clusters Score -2271272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2271270.750000 Penalty: 4808.438477
	Iteration 162Q: 3 clusters Score -2271271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2271272.500000 Penalty: 4808.438477
	Iteration 163Q: 3 clusters Score -2271272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2271277.250000 Penalty: 4808.438477
	Iteration 164Q: 3 clusters Score -2271277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2271273.500000 Penalty: 4808.438477
	Iteration 165Q: 3 clusters Score -2271274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2271277.000000 Penalty: 4808.438477
	Iteration 166Q: 3 clusters Score -2271277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2271283.000000 Penalty: 4808.438477
	Iteration 167Q: 3 clusters Score -2271283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2271290.250000 Penalty: 4808.438477
	Iteration 168Q: 3 clusters Score -2271290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2271290.750000 Penalty: 4808.438477
	Iteration 169Q: 3 clusters Score -2271291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2271290.250000 Penalty: 4808.438477
	Iteration 170Q: 3 clusters Score -2271290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2271290.000000 Penalty: 4808.438477
	Iteration 171Q: 3 clusters Score -2271290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2271291.250000 Penalty: 4808.438477
	Iteration 172Q: 3 clusters Score -2271291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2271288.000000 Penalty: 4808.438477
	Iteration 173Q: 3 clusters Score -2271288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2271290.500000 Penalty: 4808.438477
	Iteration 174Q: 3 clusters Score -2271290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2271291.250000 Penalty: 4808.438477
	Iteration 175Q: 3 clusters Score -2271291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2271291.000000 Penalty: 4808.438477
	Iteration 176Q: 3 clusters Score -2271291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2271293.250000 Penalty: 4808.438477
	Iteration 177Q: 3 clusters Score -2271293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2271293.250000 Penalty: 4808.438477
	Iteration 178F: 3 clusters Score -2271293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -2346333.750000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -2346334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2335278.000000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -2335278 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2338861.500000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -2338862 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2339575.500000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -2339576 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2340515.250000 Penalty: 4782.686035
	Iteration 3F: 3 clusters Score -2340515 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2341582.500000 Penalty: 4782.686035
	Iteration 4F: 3 clusters Score -2341582 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2342659.750000 Penalty: 4782.686035
	Iteration 5F: 3 clusters Score -2342660 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2343574.250000 Penalty: 4782.686035
	Iteration 6F: 3 clusters Score -2343574 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2344126.000000 Penalty: 4782.686035
	Iteration 7Q: 3 clusters Score -2344126 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2344380.000000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -2344380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2344499.750000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -2344500 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2344562.250000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -2344562 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2344625.250000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -2344625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2344658.250000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -2344658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2344687.000000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -2344687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2344721.500000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -2344722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2344751.000000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -2344751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2344769.750000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -2344770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2344795.500000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -2344796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2344814.000000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -2344814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2344837.500000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -2344838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2344863.000000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -2344863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2344896.500000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -2344896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2344939.250000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -2344939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2344986.500000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -2344986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2345039.750000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -2345040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2345162.750000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -2345163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2345326.250000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -2345326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2345459.000000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -2345459 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2345515.750000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -2345516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2345547.250000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -2345547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2345552.000000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -2345552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2345559.000000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -2345559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2345558.000000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -2345558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2345557.500000 Penalty: 4782.686035
	Iteration 33Q: 3 clusters Score -2345558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2345559.000000 Penalty: 4782.686035
	Iteration 34Q: 3 clusters Score -2345559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2345563.000000 Penalty: 4782.686035
	Iteration 35Q: 3 clusters Score -2345563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2345567.750000 Penalty: 4782.686035
	Iteration 36Q: 3 clusters Score -2345568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2345568.500000 Penalty: 4782.686035
	Iteration 37Q: 3 clusters Score -2345568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2345567.250000 Penalty: 4782.686035
	Iteration 38Q: 3 clusters Score -2345567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2345570.250000 Penalty: 4782.686035
	Iteration 39Q: 3 clusters Score -2345570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2345572.500000 Penalty: 4782.686035
	Iteration 40F: 3 clusters Score -2345572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2345573.750000 Penalty: 4782.686035
	Iteration 41Q: 3 clusters Score -2345574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2345572.500000 Penalty: 4782.686035
	Iteration 42Q: 3 clusters Score -2345572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2345570.250000 Penalty: 4782.686035
	Iteration 43Q: 3 clusters Score -2345570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2345569.750000 Penalty: 4782.686035
	Iteration 44Q: 3 clusters Score -2345570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2345572.250000 Penalty: 4782.686035
	Iteration 45Q: 3 clusters Score -2345572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2345572.250000 Penalty: 4782.686035
	Iteration 46F: 3 clusters Score -2345572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -359525.593750 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -359525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -356570.718750 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -356570.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357207.625000 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -357207.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -357436.218750 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -357436.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357620.125000 Penalty: 3892.102539
	Iteration 3F: 3 clusters Score -357620.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -357765.968750 Penalty: 3892.102539
	Iteration 4F: 3 clusters Score -357766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -357885.812500 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -357885.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357990.343750 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -357990.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -358062.062500 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -358062.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -358120.906250 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -358120.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -358164.812500 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -358164.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -358196.250000 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -358196.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -358233.625000 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -358233.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -358264.531250 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -358264.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -358289.343750 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -358289.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -358313.937500 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -358313.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -358355.625000 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -358355.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -358403.593750 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -358403.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -358454.718750 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -358454.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -358494.187500 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -358494.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -358526.343750 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -358526.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -358552.000000 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -358552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -358579.718750 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -358579.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -358606.531250 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -358606.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -358635.781250 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -358635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -358657.125000 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -358657.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -358666.093750 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -358666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -358671.593750 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -358671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -358676.781250 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -358676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -358679.125000 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -358679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -358680.000000 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -358680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -358682.500000 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -358682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -358683.781250 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -358683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -358687.000000 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -358687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -358691.187500 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -358691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -358698.468750 Penalty: 3892.102539
	Iteration 34Q: 3 clusters Score -358698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -358700.093750 Penalty: 3892.102539
	Iteration 35Q: 3 clusters Score -358700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -358703.625000 Penalty: 3892.102539
	Iteration 36Q: 3 clusters Score -358703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -358708.625000 Penalty: 3892.102539
	Iteration 37Q: 3 clusters Score -358708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -358710.250000 Penalty: 3892.102539
	Iteration 38Q: 3 clusters Score -358710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -358712.718750 Penalty: 3892.102539
	Iteration 39Q: 3 clusters Score -358712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -358713.750000 Penalty: 3892.102539
	Iteration 40F: 3 clusters Score -358713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Entering Unmasked Estep 
Score: -5536511.500000 Penalty: 2605.643799
	Iteration 0F: 2 clusters Score -5536512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5511647.000000 Penalty: 5211.287598
	Iteration 0F: 3 clusters Score -5511647 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5520921.500000 Penalty: 5211.287598
	Iteration 1F: 3 clusters Score -5520922 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -5521597.500000 Penalty: 5211.287598
	Iteration 2Q: 3 clusters Score -5521598 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -5522284.500000 Penalty: 5211.287598
	Iteration 3Q: 3 clusters Score -5522284 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5523001.000000 Penalty: 5211.287598
	Iteration 4Q: 3 clusters Score -5523001 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -5523806.000000 Penalty: 5211.287598
	Iteration 5Q: 3 clusters Score -5523806 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5524639.000000 Penalty: 5211.287598
	Iteration 6Q: 3 clusters Score -5524639 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5525596.000000 Penalty: 5211.287598
	Iteration 7Q: 3 clusters Score -5525596 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5526560.000000 Penalty: 5211.287598
	Iteration 8Q: 3 clusters Score -5526560 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5527464.000000 Penalty: 5211.287598
	Iteration 9Q: 3 clusters Score -5527464 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5528276.000000 Penalty: 5211.287598
	Iteration 10Q: 3 clusters Score -5528276 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5529079.000000 Penalty: 5211.287598
	Iteration 11Q: 3 clusters Score -5529079 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -5529727.000000 Penalty: 5211.287598
	Iteration 12Q: 3 clusters Score -5529727 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -5530325.000000 Penalty: 5211.287598
	Iteration 13Q: 3 clusters Score -5530325 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5530838.000000 Penalty: 5211.287598
	Iteration 14Q: 3 clusters Score -5530838 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5531375.500000 Penalty: 5211.287598
	Iteration 15Q: 3 clusters Score -5531376 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5531868.500000 Penalty: 5211.287598
	Iteration 16Q: 3 clusters Score -5531868 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -5532267.500000 Penalty: 5211.287598
	Iteration 17Q: 3 clusters Score -5532268 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -5532622.000000 Penalty: 5211.287598
	Iteration 18Q: 3 clusters Score -5532622 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5532942.500000 Penalty: 5211.287598
	Iteration 19Q: 3 clusters Score -5532942 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5533247.500000 Penalty: 5211.287598
	Iteration 20F: 3 clusters Score -5533248 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5533493.500000 Penalty: 5211.287598
	Iteration 21Q: 3 clusters Score -5533494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5533631.500000 Penalty: 5211.287598
	Iteration 22Q: 3 clusters Score -5533632 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5533751.500000 Penalty: 5211.287598
	Iteration 23Q: 3 clusters Score -5533752 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5533876.000000 Penalty: 5211.287598
	Iteration 24Q: 3 clusters Score -5533876 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5533992.000000 Penalty: 5211.287598
	Iteration 25Q: 3 clusters Score -5533992 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5534090.500000 Penalty: 5211.287598
	Iteration 26Q: 3 clusters Score -5534090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5534166.000000 Penalty: 5211.287598
	Iteration 27Q: 3 clusters Score -5534166 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5534226.500000 Penalty: 5211.287598
	Iteration 28Q: 3 clusters Score -5534226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5534267.000000 Penalty: 5211.287598
	Iteration 29Q: 3 clusters Score -5534267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5534300.000000 Penalty: 5211.287598
	Iteration 30Q: 3 clusters Score -5534300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5534313.000000 Penalty: 5211.287598
	Iteration 31Q: 3 clusters Score -5534313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5534338.500000 Penalty: 5211.287598
	Iteration 32Q: 3 clusters Score -5534338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5534353.000000 Penalty: 5211.287598
	Iteration 33Q: 3 clusters Score -5534353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5534362.500000 Penalty: 5211.287598
	Iteration 34Q: 3 clusters Score -5534362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5534373.000000 Penalty: 5211.287598
	Iteration 35Q: 3 clusters Score -5534373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5534377.500000 Penalty: 5211.287598
	Iteration 36Q: 3 clusters Score -5534378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5534383.000000 Penalty: 5211.287598
	Iteration 37Q: 3 clusters Score -5534383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5534392.000000 Penalty: 5211.287598
	Iteration 38Q: 3 clusters Score -5534392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5534400.500000 Penalty: 5211.287598
	Iteration 39Q: 3 clusters Score -5534400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5534405.000000 Penalty: 5211.287598
	Iteration 40F: 3 clusters Score -5534405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5534412.000000 Penalty: 5211.287598
	Iteration 41Q: 3 clusters Score -5534412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5534412.500000 Penalty: 5211.287598
	Iteration 42Q: 3 clusters Score -5534412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5534415.500000 Penalty: 5211.287598
	Iteration 43Q: 3 clusters Score -5534416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5534421.000000 Penalty: 5211.287598
	Iteration 44Q: 3 clusters Score -5534421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5534415.500000 Penalty: 5211.287598
	Iteration 45Q: 3 clusters Score -5534416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5534425.500000 Penalty: 5211.287598
	Iteration 46Q: 3 clusters Score -5534426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5534424.000000 Penalty: 5211.287598
	Iteration 47Q: 3 clusters Score -5534424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5534430.500000 Penalty: 5211.287598
	Iteration 48Q: 3 clusters Score -5534430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5534432.500000 Penalty: 5211.287598
	Iteration 49Q: 3 clusters Score -5534432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5534444.000000 Penalty: 5211.287598
	Iteration 50Q: 3 clusters Score -5534444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5534459.500000 Penalty: 5211.287598
	Iteration 51Q: 3 clusters Score -5534460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5534463.500000 Penalty: 5211.287598
	Iteration 52Q: 3 clusters Score -5534464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5534467.500000 Penalty: 5211.287598
	Iteration 53Q: 3 clusters Score -5534468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5534464.500000 Penalty: 5211.287598
	Iteration 54Q: 3 clusters Score -5534464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5534472.000000 Penalty: 5211.287598
	Iteration 55Q: 3 clusters Score -5534472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5534471.500000 Penalty: 5211.287598
	Iteration 56Q: 3 clusters Score -5534472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5534480.500000 Penalty: 5211.287598
	Iteration 57Q: 3 clusters Score -5534480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5534487.000000 Penalty: 5211.287598
	Iteration 58Q: 3 clusters Score -5534487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5534484.500000 Penalty: 5211.287598
	Iteration 59Q: 3 clusters Score -5534484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5534483.500000 Penalty: 5211.287598
	Iteration 60F: 3 clusters Score -5534484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5534485.000000 Penalty: 5211.287598
	Iteration 61Q: 3 clusters Score -5534485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5534491.000000 Penalty: 5211.287598
	Iteration 62Q: 3 clusters Score -5534491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5534491.500000 Penalty: 5211.287598
	Iteration 63Q: 3 clusters Score -5534492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5534491.500000 Penalty: 5211.287598
	Iteration 64Q: 3 clusters Score -5534492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5534495.000000 Penalty: 5211.287598
	Iteration 65Q: 3 clusters Score -5534495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5534506.000000 Penalty: 5211.287598
	Iteration 66Q: 3 clusters Score -5534506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5534510.000000 Penalty: 5211.287598
	Iteration 67Q: 3 clusters Score -5534510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5534510.000000 Penalty: 5211.287598
	Iteration 68Q: 3 clusters Score -5534510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5534511.500000 Penalty: 5211.287598
	Iteration 69Q: 3 clusters Score -5534512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5534514.000000 Penalty: 5211.287598
	Iteration 70Q: 3 clusters Score -5534514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5534512.000000 Penalty: 5211.287598
	Iteration 71Q: 3 clusters Score -5534512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5534512.000000 Penalty: 5211.287598
	Iteration 72F: 3 clusters Score -5534512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 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 78 members 
Entering Unmasked Estep 
Score: -15436.764648 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15436.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15538.667969 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15538.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15591.431641 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15591.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -15677.256836 Penalty: 2443.917969
	Iteration 3F: 3 clusters Score -15677.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -15718.029297 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15718.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -15744.681641 Penalty: 2443.917969
	Iteration 5Q: 3 clusters Score -15744.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -15781.894531 Penalty: 2443.917969
	Iteration 6Q: 3 clusters Score -15781.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -15789.102539 Penalty: 2443.917969
	Iteration 7Q: 3 clusters Score -15789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -15789.102539 Penalty: 2443.917969
	Iteration 8F: 3 clusters Score -15789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 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 354 members 
Entering Unmasked Estep 
Score: -90009.101562 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90009.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90301.914062 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90301.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90362.835938 Penalty: 3240.759277
	Iteration 2Q: 3 clusters Score -90362.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90405.992188 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -90405.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90438.804688 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90474.445312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90474.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90484.257812 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -90484.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90488.390625 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -90488.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90491.046875 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -90491.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90492.718750 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -90492.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90493.523438 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -90493.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90493.523438 Penalty: 3240.759277
	Iteration 11F: 3 clusters Score -90493.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -420391.937500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -420391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -417254.187500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -417254.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -417893.312500 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -417893.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -418062.375000 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -418062.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -418183.875000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -418183.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -418258.562500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -418258.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -418310.562500 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -418310.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -418361.687500 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -418361.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -418405.968750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -418406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -418438.562500 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -418438.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -418459.875000 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -418459.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -418479.968750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -418480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -418494.031250 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -418494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -418509.250000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -418509.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -418520.468750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -418520.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -418542.312500 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -418542.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -418564.187500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -418564.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -418587.093750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -418587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -418601.625000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -418601.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -418612.968750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -418613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -418619.250000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -418619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -418622.218750 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -418622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -418624.906250 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -418624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -418626.937500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -418626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -418628.062500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -418628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -418629.750000 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -418629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -418633.281250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -418633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -418637.343750 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -418637.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -418641.343750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -418641.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -418643.812500 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -418643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -418646.406250 Penalty: 3940.644043
	Iteration 29Q: 3 clusters Score -418646.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -418652.468750 Penalty: 3940.644043
	Iteration 30Q: 3 clusters Score -418652.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -418660.031250 Penalty: 3940.644043
	Iteration 31Q: 3 clusters Score -418660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -418662.906250 Penalty: 3940.644043
	Iteration 32Q: 3 clusters Score -418662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -418665.031250 Penalty: 3940.644043
	Iteration 33Q: 3 clusters Score -418665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -418667.843750 Penalty: 3940.644043
	Iteration 34Q: 3 clusters Score -418667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -418669.437500 Penalty: 3940.644043
	Iteration 35Q: 3 clusters Score -418669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -418669.968750 Penalty: 3940.644043
	Iteration 36Q: 3 clusters Score -418670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -418671.437500 Penalty: 3940.644043
	Iteration 37Q: 3 clusters Score -418671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -418671.437500 Penalty: 3940.644043
	Iteration 38F: 3 clusters Score -418671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -2297284.500000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -2297284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2286338.750000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -2286339 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2289769.250000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -2289769 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2290357.500000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -2290358 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2291078.000000 Penalty: 4779.520996
	Iteration 3F: 3 clusters Score -2291078 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2291990.250000 Penalty: 4779.520996
	Iteration 4F: 3 clusters Score -2291990 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2293049.250000 Penalty: 4779.520996
	Iteration 5F: 3 clusters Score -2293049 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2294126.000000 Penalty: 4779.520996
	Iteration 6F: 3 clusters Score -2294126 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2295017.500000 Penalty: 4779.520996
	Iteration 7F: 3 clusters Score -2295018 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2295593.000000 Penalty: 4779.520996
	Iteration 8F: 3 clusters Score -2295593 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2295915.750000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -2295916 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2296096.000000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -2296096 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2296226.500000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -2296226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2296294.250000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -2296294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2296349.000000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -2296349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2296393.000000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -2296393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2296436.000000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -2296436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2296475.750000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -2296476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2296497.250000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -2296497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2296517.000000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -2296517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2296545.500000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -2296546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2296557.250000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -2296557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2296571.750000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -2296572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2296607.750000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -2296608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2296644.500000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -2296644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2296688.000000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -2296688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2296720.500000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -2296720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2296744.750000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -2296745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2296753.000000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -2296753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2296763.250000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -2296763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2296767.000000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -2296767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2296767.750000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -2296768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2296772.000000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -2296772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2296775.750000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -2296776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2296778.250000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -2296778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2296778.500000 Penalty: 4779.520996
	Iteration 34Q: 3 clusters Score -2296778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2296783.750000 Penalty: 4779.520996
	Iteration 35Q: 3 clusters Score -2296784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2296784.250000 Penalty: 4779.520996
	Iteration 36Q: 3 clusters Score -2296784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2296784.250000 Penalty: 4779.520996
	Iteration 37F: 3 clusters Score -2296784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -511012.000000 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -511012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -507524.187500 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -507524.2 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -508265.812500 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -508265.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -508480.875000 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -508480.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -508633.562500 Penalty: 4033.676758
	Iteration 3F: 3 clusters Score -508633.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -508776.687500 Penalty: 4033.676758
	Iteration 4Q: 3 clusters Score -508776.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -508866.000000 Penalty: 4033.676758
	Iteration 5Q: 3 clusters Score -508866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -508944.281250 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -508944.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -509034.750000 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -509034.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -509125.062500 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -509125.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -509213.312500 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -509213.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -509289.062500 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -509289.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -509357.125000 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -509357.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -509415.750000 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -509415.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -509478.718750 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -509478.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -509523.500000 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -509523.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -509585.062500 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -509585.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -509642.843750 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -509642.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -509693.656250 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -509693.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -509725.468750 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -509725.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -509750.906250 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -509750.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -509774.000000 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -509774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -509791.406250 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -509791.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -509807.687500 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -509807.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -509826.500000 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -509826.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -509844.031250 Penalty: 4033.676758
	Iteration 24Q: 3 clusters Score -509844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -509860.250000 Penalty: 4033.676758
	Iteration 25Q: 3 clusters Score -509860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -509875.562500 Penalty: 4033.676758
	Iteration 26Q: 3 clusters Score -509875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -509886.593750 Penalty: 4033.676758
	Iteration 27Q: 3 clusters Score -509886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -509905.437500 Penalty: 4033.676758
	Iteration 28Q: 3 clusters Score -509905.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -509940.093750 Penalty: 4033.676758
	Iteration 29Q: 3 clusters Score -509940.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -509964.656250 Penalty: 4033.676758
	Iteration 30Q: 3 clusters Score -509964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -509973.250000 Penalty: 4033.676758
	Iteration 31Q: 3 clusters Score -509973.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -509988.343750 Penalty: 4033.676758
	Iteration 32Q: 3 clusters Score -509988.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -509995.718750 Penalty: 4033.676758
	Iteration 33Q: 3 clusters Score -509995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -510001.968750 Penalty: 4033.676758
	Iteration 34Q: 3 clusters Score -510002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -510006.937500 Penalty: 4033.676758
	Iteration 35Q: 3 clusters Score -510006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -510011.781250 Penalty: 4033.676758
	Iteration 36Q: 3 clusters Score -510011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -510018.125000 Penalty: 4033.676758
	Iteration 37Q: 3 clusters Score -510018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -510025.125000 Penalty: 4033.676758
	Iteration 38Q: 3 clusters Score -510025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -510031.187500 Penalty: 4033.676758
	Iteration 39Q: 3 clusters Score -510031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -510032.968750 Penalty: 4033.676758
	Iteration 40F: 3 clusters Score -510033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -510035.500000 Penalty: 4033.676758
	Iteration 41Q: 3 clusters Score -510035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -510038.437500 Penalty: 4033.676758
	Iteration 42Q: 3 clusters Score -510038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -510039.187500 Penalty: 4033.676758
	Iteration 43Q: 3 clusters Score -510039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -510044.156250 Penalty: 4033.676758
	Iteration 44Q: 3 clusters Score -510044.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510046.781250 Penalty: 4033.676758
	Iteration 45Q: 3 clusters Score -510046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -510050.312500 Penalty: 4033.676758
	Iteration 46Q: 3 clusters Score -510050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510050.968750 Penalty: 4033.676758
	Iteration 47Q: 3 clusters Score -510051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510053.093750 Penalty: 4033.676758
	Iteration 48Q: 3 clusters Score -510053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510054.531250 Penalty: 4033.676758
	Iteration 49Q: 3 clusters Score -510054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -510054.531250 Penalty: 4033.676758
	Iteration 50F: 3 clusters Score -510054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -362460.625000 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -362460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -359547.343750 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -359547.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -360180.718750 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -360180.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -360416.500000 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -360416.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -360622.687500 Penalty: 3855.285400
	Iteration 3F: 3 clusters Score -360622.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -360822.468750 Penalty: 3855.285400
	Iteration 4F: 3 clusters Score -360822.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -361019.562500 Penalty: 3855.285400
	Iteration 5F: 3 clusters Score -361019.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -361197.375000 Penalty: 3855.285400
	Iteration 6F: 3 clusters Score -361197.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -361354.343750 Penalty: 3855.285400
	Iteration 7F: 3 clusters Score -361354.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -361459.625000 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -361459.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -361532.968750 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -361533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -361596.937500 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -361596.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -361656.500000 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -361656.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -361695.093750 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -361695.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -361726.312500 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -361726.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -361746.343750 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -361746.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -361760.687500 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -361760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -361776.750000 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -361776.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -361791.562500 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -361791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -361814.937500 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -361814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -361830.281250 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -361830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -361837.531250 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -361837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -361843.312500 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -361843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -361844.031250 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -361844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -361846.156250 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -361846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -361846.656250 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -361846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -361847.437500 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -361847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -361848.625000 Penalty: 3855.285400
	Iteration 26Q: 3 clusters Score -361848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -361848.625000 Penalty: 3855.285400
	Iteration 27F: 3 clusters Score -361848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Entering Unmasked Estep 
Score: -449289.468750 Penalty: 2016.838379
	Iteration 0F: 2 clusters Score -449289.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -445801.750000 Penalty: 4033.676758
	Iteration 0F: 3 clusters Score -445801.8 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -446610.750000 Penalty: 4033.676758
	Iteration 1F: 3 clusters Score -446610.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -446795.093750 Penalty: 4033.676758
	Iteration 2F: 3 clusters Score -446795.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -446929.375000 Penalty: 4033.676758
	Iteration 3Q: 3 clusters Score -446929.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -447028.875000 Penalty: 4033.676758
	Iteration 4Q: 3 clusters Score -447028.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -447113.500000 Penalty: 4033.676758
	Iteration 5Q: 3 clusters Score -447113.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -447179.062500 Penalty: 4033.676758
	Iteration 6Q: 3 clusters Score -447179.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -447251.000000 Penalty: 4033.676758
	Iteration 7Q: 3 clusters Score -447251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -447317.343750 Penalty: 4033.676758
	Iteration 8Q: 3 clusters Score -447317.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -447384.062500 Penalty: 4033.676758
	Iteration 9Q: 3 clusters Score -447384.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -447439.781250 Penalty: 4033.676758
	Iteration 10Q: 3 clusters Score -447439.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -447508.312500 Penalty: 4033.676758
	Iteration 11Q: 3 clusters Score -447508.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -447562.875000 Penalty: 4033.676758
	Iteration 12Q: 3 clusters Score -447562.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -447609.968750 Penalty: 4033.676758
	Iteration 13Q: 3 clusters Score -447610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -447648.031250 Penalty: 4033.676758
	Iteration 14Q: 3 clusters Score -447648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -447707.125000 Penalty: 4033.676758
	Iteration 15Q: 3 clusters Score -447707.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -447798.625000 Penalty: 4033.676758
	Iteration 16Q: 3 clusters Score -447798.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -447907.500000 Penalty: 4033.676758
	Iteration 17Q: 3 clusters Score -447907.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -448034.093750 Penalty: 4033.676758
	Iteration 18Q: 3 clusters Score -448034.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -448151.218750 Penalty: 4033.676758
	Iteration 19Q: 3 clusters Score -448151.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -448260.906250 Penalty: 4033.676758
	Iteration 20F: 3 clusters Score -448260.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -448358.218750 Penalty: 4033.676758
	Iteration 21Q: 3 clusters Score -448358.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -448448.500000 Penalty: 4033.676758
	Iteration 22Q: 3 clusters Score -448448.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -448517.406250 Penalty: 4033.676758
	Iteration 23Q: 3 clusters Score -448517.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -448572.062500 Penalty: 4033.676758
	Iteration 24Q: 3 clusters Score -448572.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -448614.875000 Penalty: 4033.676758
	Iteration 25Q: 3 clusters Score -448614.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -448655.250000 Penalty: 4033.676758
	Iteration 26Q: 3 clusters Score -448655.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -448680.687500 Penalty: 4033.676758
	Iteration 27Q: 3 clusters Score -448680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -448690.968750 Penalty: 4033.676758
	Iteration 28Q: 3 clusters Score -448691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -448695.937500 Penalty: 4033.676758
	Iteration 29Q: 3 clusters Score -448695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -448702.625000 Penalty: 4033.676758
	Iteration 30Q: 3 clusters Score -448702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -448704.093750 Penalty: 4033.676758
	Iteration 31Q: 3 clusters Score -448704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -448708.250000 Penalty: 4033.676758
	Iteration 32Q: 3 clusters Score -448708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -448708.625000 Penalty: 4033.676758
	Iteration 33Q: 3 clusters Score -448708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -448708.625000 Penalty: 4033.676758
	Iteration 34F: 3 clusters Score -448708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -189354.390625 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -189354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -187184.593750 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -187184.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -187554.953125 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -187555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -187756.843750 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -187756.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -187889.390625 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -187889.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -187978.921875 Penalty: 3584.199707
	Iteration 4F: 3 clusters Score -187978.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188029.406250 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -188029.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188100.281250 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -188100.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -188150.203125 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -188150.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -188210.937500 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -188210.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -188265.781250 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -188265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188319.000000 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -188319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -188395.312500 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -188395.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -188509.750000 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -188509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -188626.750000 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -188626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -188720.750000 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -188720.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188776.218750 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -188776.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -188814.625000 Penalty: 3584.199707
	Iteration 16Q: 3 clusters Score -188814.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188848.828125 Penalty: 3584.199707
	Iteration 17Q: 3 clusters Score -188848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -188880.000000 Penalty: 3584.199707
	Iteration 18Q: 3 clusters Score -188880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -188909.500000 Penalty: 3584.199707
	Iteration 19Q: 3 clusters Score -188909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188923.718750 Penalty: 3584.199707
	Iteration 20F: 3 clusters Score -188923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -188944.890625 Penalty: 3584.199707
	Iteration 21Q: 3 clusters Score -188944.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188970.906250 Penalty: 3584.199707
	Iteration 22Q: 3 clusters Score -188970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188991.437500 Penalty: 3584.199707
	Iteration 23Q: 3 clusters Score -188991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189002.406250 Penalty: 3584.199707
	Iteration 24Q: 3 clusters Score -189002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189008.968750 Penalty: 3584.199707
	Iteration 25Q: 3 clusters Score -189009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189014.656250 Penalty: 3584.199707
	Iteration 26Q: 3 clusters Score -189014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189014.656250 Penalty: 3584.199707
	Iteration 27F: 3 clusters Score -189014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -651209.250000 Penalty: 2085.416992
	Iteration 0F: 2 clusters Score -651209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -647019.375000 Penalty: 4170.833984
	Iteration 0F: 3 clusters Score -647019.4 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -647993.625000 Penalty: 4170.833984
	Iteration 1F: 3 clusters Score -647993.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -648187.250000 Penalty: 4170.833984
	Iteration 2F: 3 clusters Score -648187.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -648312.750000 Penalty: 4170.833984
	Iteration 3Q: 3 clusters Score -648312.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -648397.625000 Penalty: 4170.833984
	Iteration 4Q: 3 clusters Score -648397.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -648472.687500 Penalty: 4170.833984
	Iteration 5Q: 3 clusters Score -648472.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -648528.312500 Penalty: 4170.833984
	Iteration 6Q: 3 clusters Score -648528.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -648570.312500 Penalty: 4170.833984
	Iteration 7Q: 3 clusters Score -648570.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -648602.125000 Penalty: 4170.833984
	Iteration 8Q: 3 clusters Score -648602.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -648623.000000 Penalty: 4170.833984
	Iteration 9Q: 3 clusters Score -648623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -648634.687500 Penalty: 4170.833984
	Iteration 10Q: 3 clusters Score -648634.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -648648.812500 Penalty: 4170.833984
	Iteration 11Q: 3 clusters Score -648648.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -648665.312500 Penalty: 4170.833984
	Iteration 12Q: 3 clusters Score -648665.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -648677.437500 Penalty: 4170.833984
	Iteration 13Q: 3 clusters Score -648677.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -648694.125000 Penalty: 4170.833984
	Iteration 14Q: 3 clusters Score -648694.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -648712.562500 Penalty: 4170.833984
	Iteration 15Q: 3 clusters Score -648712.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -648726.062500 Penalty: 4170.833984
	Iteration 16Q: 3 clusters Score -648726.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -648737.625000 Penalty: 4170.833984
	Iteration 17Q: 3 clusters Score -648737.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -648748.562500 Penalty: 4170.833984
	Iteration 18Q: 3 clusters Score -648748.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -648755.562500 Penalty: 4170.833984
	Iteration 19Q: 3 clusters Score -648755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -648762.562500 Penalty: 4170.833984
	Iteration 20F: 3 clusters Score -648762.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -648767.812500 Penalty: 4170.833984
	Iteration 21Q: 3 clusters Score -648767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -648773.750000 Penalty: 4170.833984
	Iteration 22Q: 3 clusters Score -648773.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -648781.875000 Penalty: 4170.833984
	Iteration 23Q: 3 clusters Score -648781.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -648787.500000 Penalty: 4170.833984
	Iteration 24Q: 3 clusters Score -648787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -648794.937500 Penalty: 4170.833984
	Iteration 25Q: 3 clusters Score -648794.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -648801.875000 Penalty: 4170.833984
	Iteration 26Q: 3 clusters Score -648801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -648813.937500 Penalty: 4170.833984
	Iteration 27Q: 3 clusters Score -648813.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -648822.125000 Penalty: 4170.833984
	Iteration 28Q: 3 clusters Score -648822.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -648831.750000 Penalty: 4170.833984
	Iteration 29Q: 3 clusters Score -648831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -648841.062500 Penalty: 4170.833984
	Iteration 30Q: 3 clusters Score -648841.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -648849.812500 Penalty: 4170.833984
	Iteration 31Q: 3 clusters Score -648849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -648859.625000 Penalty: 4170.833984
	Iteration 32Q: 3 clusters Score -648859.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -648869.875000 Penalty: 4170.833984
	Iteration 33Q: 3 clusters Score -648869.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -648880.687500 Penalty: 4170.833984
	Iteration 34Q: 3 clusters Score -648880.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -648889.937500 Penalty: 4170.833984
	Iteration 35Q: 3 clusters Score -648889.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -648899.437500 Penalty: 4170.833984
	Iteration 36Q: 3 clusters Score -648899.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -648906.875000 Penalty: 4170.833984
	Iteration 37Q: 3 clusters Score -648906.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -648918.875000 Penalty: 4170.833984
	Iteration 38Q: 3 clusters Score -648918.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -648931.812500 Penalty: 4170.833984
	Iteration 39Q: 3 clusters Score -648931.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -648946.562500 Penalty: 4170.833984
	Iteration 40F: 3 clusters Score -648946.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -648964.062500 Penalty: 4170.833984
	Iteration 41Q: 3 clusters Score -648964.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -648988.000000 Penalty: 4170.833984
	Iteration 42Q: 3 clusters Score -648988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -649016.250000 Penalty: 4170.833984
	Iteration 43Q: 3 clusters Score -649016.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -649046.937500 Penalty: 4170.833984
	Iteration 44Q: 3 clusters Score -649046.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -649087.812500 Penalty: 4170.833984
	Iteration 45Q: 3 clusters Score -649087.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -649124.500000 Penalty: 4170.833984
	Iteration 46Q: 3 clusters Score -649124.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -649161.625000 Penalty: 4170.833984
	Iteration 47Q: 3 clusters Score -649161.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -649197.250000 Penalty: 4170.833984
	Iteration 48Q: 3 clusters Score -649197.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -649229.500000 Penalty: 4170.833984
	Iteration 49Q: 3 clusters Score -649229.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -649256.125000 Penalty: 4170.833984
	Iteration 50Q: 3 clusters Score -649256.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -649282.625000 Penalty: 4170.833984
	Iteration 51Q: 3 clusters Score -649282.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -649310.062500 Penalty: 4170.833984
	Iteration 52Q: 3 clusters Score -649310.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -649328.625000 Penalty: 4170.833984
	Iteration 53Q: 3 clusters Score -649328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -649337.812500 Penalty: 4170.833984
	Iteration 54Q: 3 clusters Score -649337.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -649343.937500 Penalty: 4170.833984
	Iteration 55Q: 3 clusters Score -649343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -649352.750000 Penalty: 4170.833984
	Iteration 56Q: 3 clusters Score -649352.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -649362.875000 Penalty: 4170.833984
	Iteration 57Q: 3 clusters Score -649362.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -649372.312500 Penalty: 4170.833984
	Iteration 58Q: 3 clusters Score -649372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -649389.562500 Penalty: 4170.833984
	Iteration 59Q: 3 clusters Score -649389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -649405.187500 Penalty: 4170.833984
	Iteration 60F: 3 clusters Score -649405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -649416.812500 Penalty: 4170.833984
	Iteration 61Q: 3 clusters Score -649416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -649425.937500 Penalty: 4170.833984
	Iteration 62Q: 3 clusters Score -649425.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -649434.500000 Penalty: 4170.833984
	Iteration 63Q: 3 clusters Score -649434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -649442.500000 Penalty: 4170.833984
	Iteration 64Q: 3 clusters Score -649442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -649448.812500 Penalty: 4170.833984
	Iteration 65Q: 3 clusters Score -649448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -649453.437500 Penalty: 4170.833984
	Iteration 66Q: 3 clusters Score -649453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -649453.375000 Penalty: 4170.833984
	Iteration 67Q: 3 clusters Score -649453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -649456.250000 Penalty: 4170.833984
	Iteration 68Q: 3 clusters Score -649456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -649457.812500 Penalty: 4170.833984
	Iteration 69Q: 3 clusters Score -649457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -649460.125000 Penalty: 4170.833984
	Iteration 70Q: 3 clusters Score -649460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -649462.187500 Penalty: 4170.833984
	Iteration 71Q: 3 clusters Score -649462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -649464.187500 Penalty: 4170.833984
	Iteration 72Q: 3 clusters Score -649464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -649467.125000 Penalty: 4170.833984
	Iteration 73Q: 3 clusters Score -649467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -649470.000000 Penalty: 4170.833984
	Iteration 74Q: 3 clusters Score -649470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -649475.875000 Penalty: 4170.833984
	Iteration 75Q: 3 clusters Score -649475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -649476.625000 Penalty: 4170.833984
	Iteration 76Q: 3 clusters Score -649476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -649476.375000 Penalty: 4170.833984
	Iteration 77Q: 3 clusters Score -649476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -649476.375000 Penalty: 4170.833984
	Iteration 78F: 3 clusters Score -649476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -93452.960938 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -93452.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91993.015625 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -91993.02 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -92764.953125 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -92764.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -93000.132812 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -93000.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93084.835938 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -93084.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93107.695312 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -93107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -93119.164062 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -93119.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -93125.281250 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -93125.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -93125.281250 Penalty: 3267.424805
	Iteration 7F: 3 clusters Score -93125.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (105112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Entering Unmasked Estep 
Score: -16192452.000000 Penalty: 2867.569824
	Iteration 0F: 2 clusters Score -1.619245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -16122592.000000 Penalty: 5735.139648
	Iteration 0F: 3 clusters Score -1.612259e+07 nChanged 50109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -16151753.000000 Penalty: 5735.139648
	Iteration 1F: 3 clusters Score -1.615175e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -16153050.000000 Penalty: 5735.139648
	Iteration 2Q: 3 clusters Score -1.615305e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -16154710.000000 Penalty: 5735.139648
	Iteration 3Q: 3 clusters Score -1.615471e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -16157138.000000 Penalty: 5735.139648
	Iteration 4Q: 3 clusters Score -1.615714e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -16160734.000000 Penalty: 5735.139648
	Iteration 5F: 3 clusters Score -1.616073e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -16165733.000000 Penalty: 5735.139648
	Iteration 6F: 3 clusters Score -1.616573e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -16172260.000000 Penalty: 5735.139648
	Iteration 7F: 3 clusters Score -1.617226e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -16177436.000000 Penalty: 5735.139648
	Iteration 8F: 3 clusters Score -1.617744e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -16179965.000000 Penalty: 5735.139648
	Iteration 9Q: 3 clusters Score -1.617996e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -16181225.000000 Penalty: 5735.139648
	Iteration 10Q: 3 clusters Score -1.618122e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -16181931.000000 Penalty: 5735.139648
	Iteration 11Q: 3 clusters Score -1.618193e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -16182805.000000 Penalty: 5735.139648
	Iteration 12Q: 3 clusters Score -1.61828e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -16183600.000000 Penalty: 5735.139648
	Iteration 13Q: 3 clusters Score -1.61836e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -16184455.000000 Penalty: 5735.139648
	Iteration 14Q: 3 clusters Score -1.618446e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -16185214.000000 Penalty: 5735.139648
	Iteration 15Q: 3 clusters Score -1.618521e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -16185746.000000 Penalty: 5735.139648
	Iteration 16Q: 3 clusters Score -1.618575e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -16186297.000000 Penalty: 5735.139648
	Iteration 17Q: 3 clusters Score -1.61863e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -16186676.000000 Penalty: 5735.139648
	Iteration 18Q: 3 clusters Score -1.618668e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -16186903.000000 Penalty: 5735.139648
	Iteration 19Q: 3 clusters Score -1.61869e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -16186994.000000 Penalty: 5735.139648
	Iteration 20F: 3 clusters Score -1.618699e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -16187075.000000 Penalty: 5735.139648
	Iteration 21Q: 3 clusters Score -1.618708e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -16187178.000000 Penalty: 5735.139648
	Iteration 22Q: 3 clusters Score -1.618718e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -16187214.000000 Penalty: 5735.139648
	Iteration 23Q: 3 clusters Score -1.618721e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -16187324.000000 Penalty: 5735.139648
	Iteration 24Q: 3 clusters Score -1.618732e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -16187454.000000 Penalty: 5735.139648
	Iteration 25Q: 3 clusters Score -1.618745e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -16187531.000000 Penalty: 5735.139648
	Iteration 26Q: 3 clusters Score -1.618753e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -16187584.000000 Penalty: 5735.139648
	Iteration 27Q: 3 clusters Score -1.618758e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -16187678.000000 Penalty: 5735.139648
	Iteration 28Q: 3 clusters Score -1.618768e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -16187700.000000 Penalty: 5735.139648
	Iteration 29Q: 3 clusters Score -1.61877e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -16187764.000000 Penalty: 5735.139648
	Iteration 30Q: 3 clusters Score -1.618776e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -16187794.000000 Penalty: 5735.139648
	Iteration 31Q: 3 clusters Score -1.618779e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -16187847.000000 Penalty: 5735.139648
	Iteration 32Q: 3 clusters Score -1.618785e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -16187870.000000 Penalty: 5735.139648
	Iteration 33Q: 3 clusters Score -1.618787e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -16187959.000000 Penalty: 5735.139648
	Iteration 34Q: 3 clusters Score -1.618796e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -16187973.000000 Penalty: 5735.139648
	Iteration 35Q: 3 clusters Score -1.618797e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -16188031.000000 Penalty: 5735.139648
	Iteration 36Q: 3 clusters Score -1.618803e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -16188095.000000 Penalty: 5735.139648
	Iteration 37Q: 3 clusters Score -1.61881e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -16188074.000000 Penalty: 5735.139648
	Iteration 38Q: 3 clusters Score -1.618807e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -16188080.000000 Penalty: 5735.139648
	Iteration 39Q: 3 clusters Score -1.618808e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -16188084.000000 Penalty: 5735.139648
	Iteration 40F: 3 clusters Score -1.618808e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -16188087.000000 Penalty: 5735.139648
	Iteration 41Q: 3 clusters Score -1.618809e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -16188137.000000 Penalty: 5735.139648
	Iteration 42Q: 3 clusters Score -1.618814e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -16188186.000000 Penalty: 5735.139648
	Iteration 43Q: 3 clusters Score -1.618819e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -16188225.000000 Penalty: 5735.139648
	Iteration 44Q: 3 clusters Score -1.618822e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -16188242.000000 Penalty: 5735.139648
	Iteration 45Q: 3 clusters Score -1.618824e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -16188303.000000 Penalty: 5735.139648
	Iteration 46Q: 3 clusters Score -1.61883e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -16188350.000000 Penalty: 5735.139648
	Iteration 47Q: 3 clusters Score -1.618835e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -16188427.000000 Penalty: 5735.139648
	Iteration 48Q: 3 clusters Score -1.618843e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -16188449.000000 Penalty: 5735.139648
	Iteration 49Q: 3 clusters Score -1.618845e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -16188501.000000 Penalty: 5735.139648
	Iteration 50Q: 3 clusters Score -1.61885e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -16188524.000000 Penalty: 5735.139648
	Iteration 51Q: 3 clusters Score -1.618852e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -16188557.000000 Penalty: 5735.139648
	Iteration 52Q: 3 clusters Score -1.618856e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -16188597.000000 Penalty: 5735.139648
	Iteration 53Q: 3 clusters Score -1.61886e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -16188665.000000 Penalty: 5735.139648
	Iteration 54Q: 3 clusters Score -1.618866e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -16188630.000000 Penalty: 5735.139648
	Iteration 55Q: 3 clusters Score -1.618863e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -16188768.000000 Penalty: 5735.139648
	Iteration 56Q: 3 clusters Score -1.618877e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -16188790.000000 Penalty: 5735.139648
	Iteration 57Q: 3 clusters Score -1.618879e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -16188852.000000 Penalty: 5735.139648
	Iteration 58Q: 3 clusters Score -1.618885e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -16188861.000000 Penalty: 5735.139648
	Iteration 59Q: 3 clusters Score -1.618886e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -16188918.000000 Penalty: 5735.139648
	Iteration 60F: 3 clusters Score -1.618892e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -16188979.000000 Penalty: 5735.139648
	Iteration 61Q: 3 clusters Score -1.618898e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -16189025.000000 Penalty: 5735.139648
	Iteration 62Q: 3 clusters Score -1.618902e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -16189043.000000 Penalty: 5735.139648
	Iteration 63Q: 3 clusters Score -1.618904e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -16189064.000000 Penalty: 5735.139648
	Iteration 64Q: 3 clusters Score -1.618906e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -16189112.000000 Penalty: 5735.139648
	Iteration 65Q: 3 clusters Score -1.618911e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -16189160.000000 Penalty: 5735.139648
	Iteration 66Q: 3 clusters Score -1.618916e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -16189154.000000 Penalty: 5735.139648
	Iteration 67Q: 3 clusters Score -1.618915e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -16189159.000000 Penalty: 5735.139648
	Iteration 68Q: 3 clusters Score -1.618916e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -16189168.000000 Penalty: 5735.139648
	Iteration 69Q: 3 clusters Score -1.618917e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -16189225.000000 Penalty: 5735.139648
	Iteration 70Q: 3 clusters Score -1.618922e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -16189236.000000 Penalty: 5735.139648
	Iteration 71Q: 3 clusters Score -1.618924e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -16189276.000000 Penalty: 5735.139648
	Iteration 72Q: 3 clusters Score -1.618928e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -16189276.000000 Penalty: 5735.139648
	Iteration 73Q: 3 clusters Score -1.618928e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -16189323.000000 Penalty: 5735.139648
	Iteration 74Q: 3 clusters Score -1.618932e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -16189350.000000 Penalty: 5735.139648
	Iteration 75Q: 3 clusters Score -1.618935e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -16189416.000000 Penalty: 5735.139648
	Iteration 76Q: 3 clusters Score -1.618942e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -16189416.000000 Penalty: 5735.139648
	Iteration 77Q: 3 clusters Score -1.618942e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -16189443.000000 Penalty: 5735.139648
	Iteration 78Q: 3 clusters Score -1.618944e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -16189474.000000 Penalty: 5735.139648
	Iteration 79Q: 3 clusters Score -1.618947e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -16189489.000000 Penalty: 5735.139648
	Iteration 80F: 3 clusters Score -1.618949e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -16189525.000000 Penalty: 5735.139648
	Iteration 81Q: 3 clusters Score -1.618952e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -16189548.000000 Penalty: 5735.139648
	Iteration 82Q: 3 clusters Score -1.618955e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -16189573.000000 Penalty: 5735.139648
	Iteration 83Q: 3 clusters Score -1.618957e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -16189584.000000 Penalty: 5735.139648
	Iteration 84Q: 3 clusters Score -1.618958e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85321 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -16189564.000000 Penalty: 5735.139648
	Iteration 85Q: 3 clusters Score -1.618956e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -16189584.000000 Penalty: 5735.139648
	Iteration 86Q: 3 clusters Score -1.618958e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -16189612.000000 Penalty: 5735.139648
	Iteration 87Q: 3 clusters Score -1.618961e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -16189600.000000 Penalty: 5735.139648
	Iteration 88Q: 3 clusters Score -1.61896e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -16189614.000000 Penalty: 5735.139648
	Iteration 89Q: 3 clusters Score -1.618961e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -16189622.000000 Penalty: 5735.139648
	Iteration 90Q: 3 clusters Score -1.618962e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -16189615.000000 Penalty: 5735.139648
	Iteration 91Q: 3 clusters Score -1.618962e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -16189638.000000 Penalty: 5735.139648
	Iteration 92Q: 3 clusters Score -1.618964e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -16189663.000000 Penalty: 5735.139648
	Iteration 93Q: 3 clusters Score -1.618966e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -16189691.000000 Penalty: 5735.139648
	Iteration 94Q: 3 clusters Score -1.618969e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -16189694.000000 Penalty: 5735.139648
	Iteration 95Q: 3 clusters Score -1.618969e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -16189686.000000 Penalty: 5735.139648
	Iteration 96Q: 3 clusters Score -1.618969e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -16189706.000000 Penalty: 5735.139648
	Iteration 97Q: 3 clusters Score -1.618971e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -16189689.000000 Penalty: 5735.139648
	Iteration 98Q: 3 clusters Score -1.618969e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -16189691.000000 Penalty: 5735.139648
	Iteration 99Q: 3 clusters Score -1.618969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -16189717.000000 Penalty: 5735.139648
	Iteration 100F: 3 clusters Score -1.618972e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -16189738.000000 Penalty: 5735.139648
	Iteration 101Q: 3 clusters Score -1.618974e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -16189740.000000 Penalty: 5735.139648
	Iteration 102Q: 3 clusters Score -1.618974e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -16189764.000000 Penalty: 5735.139648
	Iteration 103Q: 3 clusters Score -1.618976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -16189790.000000 Penalty: 5735.139648
	Iteration 104Q: 3 clusters Score -1.618979e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -16189815.000000 Penalty: 5735.139648
	Iteration 105Q: 3 clusters Score -1.618982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -16189822.000000 Penalty: 5735.139648
	Iteration 106Q: 3 clusters Score -1.618982e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -16189803.000000 Penalty: 5735.139648
	Iteration 107Q: 3 clusters Score -1.61898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -16189804.000000 Penalty: 5735.139648
	Iteration 108Q: 3 clusters Score -1.61898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -16189805.000000 Penalty: 5735.139648
	Iteration 109Q: 3 clusters Score -1.61898e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -16189830.000000 Penalty: 5735.139648
	Iteration 110Q: 3 clusters Score -1.618983e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -16189829.000000 Penalty: 5735.139648
	Iteration 111Q: 3 clusters Score -1.618983e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -16189814.000000 Penalty: 5735.139648
	Iteration 112Q: 3 clusters Score -1.618981e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -16189794.000000 Penalty: 5735.139648
	Iteration 113Q: 3 clusters Score -1.618979e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -16189811.000000 Penalty: 5735.139648
	Iteration 114Q: 3 clusters Score -1.618981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -16189791.000000 Penalty: 5735.139648
	Iteration 115Q: 3 clusters Score -1.618979e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -16189817.000000 Penalty: 5735.139648
	Iteration 116Q: 3 clusters Score -1.618982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -16189829.000000 Penalty: 5735.139648
	Iteration 117Q: 3 clusters Score -1.618983e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -16189801.000000 Penalty: 5735.139648
	Iteration 118Q: 3 clusters Score -1.61898e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -16189842.000000 Penalty: 5735.139648
	Iteration 119Q: 3 clusters Score -1.618984e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -16189834.000000 Penalty: 5735.139648
	Iteration 120F: 3 clusters Score -1.618983e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -16189843.000000 Penalty: 5735.139648
	Iteration 121Q: 3 clusters Score -1.618984e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -16189830.000000 Penalty: 5735.139648
	Iteration 122Q: 3 clusters Score -1.618983e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -16189865.000000 Penalty: 5735.139648
	Iteration 123Q: 3 clusters Score -1.618986e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -16189863.000000 Penalty: 5735.139648
	Iteration 124Q: 3 clusters Score -1.618986e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -16189860.000000 Penalty: 5735.139648
	Iteration 125Q: 3 clusters Score -1.618986e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -16189871.000000 Penalty: 5735.139648
	Iteration 126Q: 3 clusters Score -1.618987e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -16189865.000000 Penalty: 5735.139648
	Iteration 127Q: 3 clusters Score -1.618986e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -16189864.000000 Penalty: 5735.139648
	Iteration 128Q: 3 clusters Score -1.618986e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -16189895.000000 Penalty: 5735.139648
	Iteration 129Q: 3 clusters Score -1.61899e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -16189909.000000 Penalty: 5735.139648
	Iteration 130Q: 3 clusters Score -1.618991e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -16189908.000000 Penalty: 5735.139648
	Iteration 131Q: 3 clusters Score -1.618991e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -16189902.000000 Penalty: 5735.139648
	Iteration 132Q: 3 clusters Score -1.61899e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -16189915.000000 Penalty: 5735.139648
	Iteration 133Q: 3 clusters Score -1.618992e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -16189917.000000 Penalty: 5735.139648
	Iteration 134Q: 3 clusters Score -1.618992e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -16189966.000000 Penalty: 5735.139648
	Iteration 135Q: 3 clusters Score -1.618997e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -16189963.000000 Penalty: 5735.139648
	Iteration 136Q: 3 clusters Score -1.618996e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -16189967.000000 Penalty: 5735.139648
	Iteration 137Q: 3 clusters Score -1.618997e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -16189991.000000 Penalty: 5735.139648
	Iteration 138Q: 3 clusters Score -1.618999e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -16189990.000000 Penalty: 5735.139648
	Iteration 139Q: 3 clusters Score -1.618999e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91632 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -16189995.000000 Penalty: 5735.139648
	Iteration 140F: 3 clusters Score -1.619e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -16190013.000000 Penalty: 5735.139648
	Iteration 141Q: 3 clusters Score -1.619001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -16190014.000000 Penalty: 5735.139648
	Iteration 142Q: 3 clusters Score -1.619001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -16190050.000000 Penalty: 5735.139648
	Iteration 143Q: 3 clusters Score -1.619005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -16190045.000000 Penalty: 5735.139648
	Iteration 144Q: 3 clusters Score -1.619004e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -16190044.000000 Penalty: 5735.139648
	Iteration 145Q: 3 clusters Score -1.619004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -16190011.000000 Penalty: 5735.139648
	Iteration 146Q: 3 clusters Score -1.619001e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -16190024.000000 Penalty: 5735.139648
	Iteration 147Q: 3 clusters Score -1.619002e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -16190033.000000 Penalty: 5735.139648
	Iteration 148Q: 3 clusters Score -1.619003e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -16190034.000000 Penalty: 5735.139648
	Iteration 149Q: 3 clusters Score -1.619003e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -16190017.000000 Penalty: 5735.139648
	Iteration 150Q: 3 clusters Score -1.619002e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -16190043.000000 Penalty: 5735.139648
	Iteration 151Q: 3 clusters Score -1.619004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -16190032.000000 Penalty: 5735.139648
	Iteration 152Q: 3 clusters Score -1.619003e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -16190031.000000 Penalty: 5735.139648
	Iteration 153Q: 3 clusters Score -1.619003e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -16190035.000000 Penalty: 5735.139648
	Iteration 154Q: 3 clusters Score -1.619004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -16190030.000000 Penalty: 5735.139648
	Iteration 155Q: 3 clusters Score -1.619003e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -16190065.000000 Penalty: 5735.139648
	Iteration 156Q: 3 clusters Score -1.619006e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -16190078.000000 Penalty: 5735.139648
	Iteration 157Q: 3 clusters Score -1.619008e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92648 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -16190104.000000 Penalty: 5735.139648
	Iteration 158Q: 3 clusters Score -1.61901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -16190121.000000 Penalty: 5735.139648
	Iteration 159Q: 3 clusters Score -1.619012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -16190125.000000 Penalty: 5735.139648
	Iteration 160F: 3 clusters Score -1.619012e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -16190137.000000 Penalty: 5735.139648
	Iteration 161Q: 3 clusters Score -1.619014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -16190124.000000 Penalty: 5735.139648
	Iteration 162Q: 3 clusters Score -1.619012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92798 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -16190120.000000 Penalty: 5735.139648
	Iteration 163Q: 3 clusters Score -1.619012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -16190110.000000 Penalty: 5735.139648
	Iteration 164Q: 3 clusters Score -1.619011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -16190094.000000 Penalty: 5735.139648
	Iteration 165Q: 3 clusters Score -1.619009e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -16190117.000000 Penalty: 5735.139648
	Iteration 166Q: 3 clusters Score -1.619012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -16190125.000000 Penalty: 5735.139648
	Iteration 167Q: 3 clusters Score -1.619012e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -16190149.000000 Penalty: 5735.139648
	Iteration 168Q: 3 clusters Score -1.619015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -16190151.000000 Penalty: 5735.139648
	Iteration 169Q: 3 clusters Score -1.619015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -16190135.000000 Penalty: 5735.139648
	Iteration 170Q: 3 clusters Score -1.619014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -16190141.000000 Penalty: 5735.139648
	Iteration 171Q: 3 clusters Score -1.619014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -16190139.000000 Penalty: 5735.139648
	Iteration 172Q: 3 clusters Score -1.619014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -16190136.000000 Penalty: 5735.139648
	Iteration 173Q: 3 clusters Score -1.619014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -16190157.000000 Penalty: 5735.139648
	Iteration 174Q: 3 clusters Score -1.619016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -16190155.000000 Penalty: 5735.139648
	Iteration 175Q: 3 clusters Score -1.619016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -16190136.000000 Penalty: 5735.139648
	Iteration 176Q: 3 clusters Score -1.619014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -16190129.000000 Penalty: 5735.139648
	Iteration 177Q: 3 clusters Score -1.619013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -16190141.000000 Penalty: 5735.139648
	Iteration 178Q: 3 clusters Score -1.619014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -16190155.000000 Penalty: 5735.139648
	Iteration 179Q: 3 clusters Score -1.619016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -16190177.000000 Penalty: 5735.139648
	Iteration 180F: 3 clusters Score -1.619018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -16190174.000000 Penalty: 5735.139648
	Iteration 181Q: 3 clusters Score -1.619017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -16190181.000000 Penalty: 5735.139648
	Iteration 182Q: 3 clusters Score -1.619018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -16190177.000000 Penalty: 5735.139648
	Iteration 183Q: 3 clusters Score -1.619018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -16190167.000000 Penalty: 5735.139648
	Iteration 184Q: 3 clusters Score -1.619017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -16190155.000000 Penalty: 5735.139648
	Iteration 185Q: 3 clusters Score -1.619016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -16190157.000000 Penalty: 5735.139648
	Iteration 186Q: 3 clusters Score -1.619016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -16190152.000000 Penalty: 5735.139648
	Iteration 187Q: 3 clusters Score -1.619015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -16190147.000000 Penalty: 5735.139648
	Iteration 188Q: 3 clusters Score -1.619015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -16190149.000000 Penalty: 5735.139648
	Iteration 189Q: 3 clusters Score -1.619015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -16190152.000000 Penalty: 5735.139648
	Iteration 190Q: 3 clusters Score -1.619015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -16190152.000000 Penalty: 5735.139648
	Iteration 191Q: 3 clusters Score -1.619015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -16190143.000000 Penalty: 5735.139648
	Iteration 192Q: 3 clusters Score -1.619014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -16190152.000000 Penalty: 5735.139648
	Iteration 193Q: 3 clusters Score -1.619015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -16190142.000000 Penalty: 5735.139648
	Iteration 194Q: 3 clusters Score -1.619014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -16190142.000000 Penalty: 5735.139648
	Iteration 195F: 3 clusters Score -1.619014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -95442.554688 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -95442.55 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: -93778.406250 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -93778.41 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94259.492188 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -94259.49 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94475.757812 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -94475.76 nChanged 55
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: -94637.898438 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -94637.9 nChanged 22
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: -94727.101562 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -94727.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -94805.320312 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -94805.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -94900.046875 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -94900.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94988.210938 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -94988.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95077.945312 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -95077.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95136.640625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -95136.64 nChanged 12
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: -95182.156250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -95182.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95222.585938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -95222.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95249.210938 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -95249.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95258.296875 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -95258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95260.710938 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -95260.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95262.750000 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -95262.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95267.593750 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -95267.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95271.578125 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -95271.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95271.578125 Penalty: 3333.229248
	Iteration 18F: 3 clusters Score -95271.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24639.939453 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24639.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24754.619141 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24754.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24785.083984 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -24785.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24806.613281 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24806.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24834.871094 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24834.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24834.871094 Penalty: 2647.418945
	Iteration 5F: 3 clusters Score -24834.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -383657.312500 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -383657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -380689.468750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -380689.5 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -381306.968750 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -381307 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -381441.093750 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -381441.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381535.781250 Penalty: 3904.359619
	Iteration 3Q: 3 clusters Score -381535.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -381606.500000 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -381606.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -381653.156250 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -381653.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -381685.593750 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -381685.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -381717.218750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -381717.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -381735.812500 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -381735.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -381750.875000 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -381750.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -381761.281250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -381761.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -381769.156250 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -381769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -381775.875000 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -381775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -381781.343750 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -381781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -381784.812500 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -381784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -381786.781250 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -381786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -381787.718750 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -381787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -381791.000000 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -381791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -381794.187500 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -381794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -381796.250000 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -381796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -381798.437500 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -381798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -381799.406250 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -381799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -381800.000000 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -381800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -381800.062500 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -381800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -381800.062500 Penalty: 3904.359619
	Iteration 24F: 3 clusters Score -381800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Entering Unmasked Estep 
Score: -3117264.750000 Penalty: 2464.536621
	Iteration 0F: 2 clusters Score -3117265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3102650.750000 Penalty: 4929.073242
	Iteration 0F: 3 clusters Score -3102651 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3107503.250000 Penalty: 4929.073242
	Iteration 1F: 3 clusters Score -3107503 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3107921.500000 Penalty: 4929.073242
	Iteration 2F: 3 clusters Score -3107922 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3108302.500000 Penalty: 4929.073242
	Iteration 3Q: 3 clusters Score -3108302 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3108671.750000 Penalty: 4929.073242
	Iteration 4Q: 3 clusters Score -3108672 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3109002.750000 Penalty: 4929.073242
	Iteration 5Q: 3 clusters Score -3109003 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3109362.000000 Penalty: 4929.073242
	Iteration 6Q: 3 clusters Score -3109362 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3109777.750000 Penalty: 4929.073242
	Iteration 7Q: 3 clusters Score -3109778 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3110276.750000 Penalty: 4929.073242
	Iteration 8Q: 3 clusters Score -3110277 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3110855.250000 Penalty: 4929.073242
	Iteration 9Q: 3 clusters Score -3110855 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3111586.500000 Penalty: 4929.073242
	Iteration 10F: 3 clusters Score -3111586 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3112436.250000 Penalty: 4929.073242
	Iteration 11F: 3 clusters Score -3112436 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3113180.000000 Penalty: 4929.073242
	Iteration 12Q: 3 clusters Score -3113180 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3113832.500000 Penalty: 4929.073242
	Iteration 13Q: 3 clusters Score -3113832 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3114321.750000 Penalty: 4929.073242
	Iteration 14Q: 3 clusters Score -3114322 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3114626.250000 Penalty: 4929.073242
	Iteration 15Q: 3 clusters Score -3114626 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3114810.000000 Penalty: 4929.073242
	Iteration 16Q: 3 clusters Score -3114810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3114903.500000 Penalty: 4929.073242
	Iteration 17Q: 3 clusters Score -3114904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3114964.000000 Penalty: 4929.073242
	Iteration 18Q: 3 clusters Score -3114964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3115012.750000 Penalty: 4929.073242
	Iteration 19Q: 3 clusters Score -3115013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3115038.500000 Penalty: 4929.073242
	Iteration 20F: 3 clusters Score -3115038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3115067.000000 Penalty: 4929.073242
	Iteration 21Q: 3 clusters Score -3115067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3115085.250000 Penalty: 4929.073242
	Iteration 22Q: 3 clusters Score -3115085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3115097.250000 Penalty: 4929.073242
	Iteration 23Q: 3 clusters Score -3115097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3115107.250000 Penalty: 4929.073242
	Iteration 24Q: 3 clusters Score -3115107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3115118.250000 Penalty: 4929.073242
	Iteration 25Q: 3 clusters Score -3115118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3115128.500000 Penalty: 4929.073242
	Iteration 26Q: 3 clusters Score -3115128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3115138.250000 Penalty: 4929.073242
	Iteration 27Q: 3 clusters Score -3115138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3115139.750000 Penalty: 4929.073242
	Iteration 28Q: 3 clusters Score -3115140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3115142.500000 Penalty: 4929.073242
	Iteration 29Q: 3 clusters Score -3115142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3115142.500000 Penalty: 4929.073242
	Iteration 30F: 3 clusters Score -3115142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142549.000000 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142549 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -142903.406250 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142903.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -143019.421875 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143019.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -143092.531250 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143092.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -143135.484375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143135.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -143162.859375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -143201.562500 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143201.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -143234.687500 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143234.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143252.906250 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143252.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -143275.953125 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -143302.281250 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143302.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143310.640625 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143326.203125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -143338.859375 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -143348.078125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -143349.703125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -143360.593750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -143368.671875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -143376.406250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -143384.687500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -143384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -143391.296875 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -143391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -143403.140625 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -143403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -143411.703125 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -143411.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -143419.187500 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -143419.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -143424.015625 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -143424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -143431.781250 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -143431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -143434.093750 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -143434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143435.687500 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -143435.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -143435.687500 Penalty: 3506.657715
	Iteration 28F: 3 clusters Score -143435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 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 366 members 
Entering Unmasked Estep 
Score: -99893.601562 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99893.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100135.664062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100135.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100257.484375 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100257.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100334.164062 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100334.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100389.617188 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100443.898438 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100443.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100500.671875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100500.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100561.750000 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100643.679688 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100703.554688 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100703.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100755.757812 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100788.539062 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100833.492188 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100876.304688 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100897.515625 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -100897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100921.539062 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -100921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100941.726562 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -100941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100950.500000 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -100950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100950.500000 Penalty: 3281.568359
	Iteration 18F: 3 clusters Score -100950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38002.515625 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38002.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38075.324219 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38075.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38117.707031 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38117.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38121.332031 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38121.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38121.332031 Penalty: 2787.718750
	Iteration 4F: 3 clusters Score -38121.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -761912.187500 Penalty: 2109.621094
	Iteration 0F: 2 clusters Score -761912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -757338.812500 Penalty: 4219.242188
	Iteration 0F: 3 clusters Score -757338.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -758447.687500 Penalty: 4219.242188
	Iteration 1F: 3 clusters Score -758447.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -758645.437500 Penalty: 4219.242188
	Iteration 2F: 3 clusters Score -758645.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -758781.562500 Penalty: 4219.242188
	Iteration 3Q: 3 clusters Score -758781.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -758885.312500 Penalty: 4219.242188
	Iteration 4Q: 3 clusters Score -758885.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -758980.437500 Penalty: 4219.242188
	Iteration 5Q: 3 clusters Score -758980.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -759084.750000 Penalty: 4219.242188
	Iteration 6Q: 3 clusters Score -759084.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -759181.000000 Penalty: 4219.242188
	Iteration 7Q: 3 clusters Score -759181 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -759295.250000 Penalty: 4219.242188
	Iteration 8Q: 3 clusters Score -759295.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -759413.812500 Penalty: 4219.242188
	Iteration 9Q: 3 clusters Score -759413.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -759517.187500 Penalty: 4219.242188
	Iteration 10Q: 3 clusters Score -759517.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -759614.500000 Penalty: 4219.242188
	Iteration 11Q: 3 clusters Score -759614.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -759704.500000 Penalty: 4219.242188
	Iteration 12Q: 3 clusters Score -759704.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -759792.375000 Penalty: 4219.242188
	Iteration 13Q: 3 clusters Score -759792.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -759859.937500 Penalty: 4219.242188
	Iteration 14Q: 3 clusters Score -759859.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -759934.687500 Penalty: 4219.242188
	Iteration 15Q: 3 clusters Score -759934.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -760017.187500 Penalty: 4219.242188
	Iteration 16Q: 3 clusters Score -760017.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -760107.062500 Penalty: 4219.242188
	Iteration 17Q: 3 clusters Score -760107.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -760181.625000 Penalty: 4219.242188
	Iteration 18Q: 3 clusters Score -760181.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -760232.937500 Penalty: 4219.242188
	Iteration 19Q: 3 clusters Score -760232.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -760260.875000 Penalty: 4219.242188
	Iteration 20F: 3 clusters Score -760260.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -760290.375000 Penalty: 4219.242188
	Iteration 21Q: 3 clusters Score -760290.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -760315.062500 Penalty: 4219.242188
	Iteration 22Q: 3 clusters Score -760315.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -760330.750000 Penalty: 4219.242188
	Iteration 23Q: 3 clusters Score -760330.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -760345.500000 Penalty: 4219.242188
	Iteration 24Q: 3 clusters Score -760345.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -760352.000000 Penalty: 4219.242188
	Iteration 25Q: 3 clusters Score -760352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -760359.687500 Penalty: 4219.242188
	Iteration 26Q: 3 clusters Score -760359.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -760362.000000 Penalty: 4219.242188
	Iteration 27Q: 3 clusters Score -760362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -760365.375000 Penalty: 4219.242188
	Iteration 28Q: 3 clusters Score -760365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -760366.875000 Penalty: 4219.242188
	Iteration 29Q: 3 clusters Score -760366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -760369.812500 Penalty: 4219.242188
	Iteration 30Q: 3 clusters Score -760369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -760371.937500 Penalty: 4219.242188
	Iteration 31Q: 3 clusters Score -760371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -760377.562500 Penalty: 4219.242188
	Iteration 32Q: 3 clusters Score -760377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -760379.500000 Penalty: 4219.242188
	Iteration 33Q: 3 clusters Score -760379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -760380.875000 Penalty: 4219.242188
	Iteration 34Q: 3 clusters Score -760380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -760383.000000 Penalty: 4219.242188
	Iteration 35Q: 3 clusters Score -760383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -760383.625000 Penalty: 4219.242188
	Iteration 36Q: 3 clusters Score -760383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -760385.062500 Penalty: 4219.242188
	Iteration 37Q: 3 clusters Score -760385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -760388.500000 Penalty: 4219.242188
	Iteration 38Q: 3 clusters Score -760388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -760389.562500 Penalty: 4219.242188
	Iteration 39Q: 3 clusters Score -760389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -760389.562500 Penalty: 4219.242188
	Iteration 40F: 3 clusters Score -760389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29641.099609 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29641.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29781.236328 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29781.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29834.005859 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -29834.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29871.539062 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29871.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -29893.439453 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29893.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -29894.285156 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -29894.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -29901.548828 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -29901.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -29904.875000 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -29904.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -29914.597656 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -29914.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29933.380859 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -29933.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -29933.380859 Penalty: 2726.595459
	Iteration 10F: 3 clusters Score -29933.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46101.878906 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46101.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46224.144531 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46224.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46269.320312 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46269.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46306.730469 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46306.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46329.843750 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46329.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46343.101562 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46348.062500 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46348.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46348.062500 Penalty: 2886.761230
	Iteration 7F: 3 clusters Score -46348.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 109279 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97993 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 17138 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12023 members 
Mstep: Class 13 contains 26268 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36557 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 15308 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 31 contains 105112 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4947 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170200.000000 Penalty: 133477.078125
Iteration 319Q: 41 clusters Score -1.041702e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 42112 members 
Mstep: Class 5 contains 109113 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97960 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 17122 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12010 members 
Mstep: Class 13 contains 26255 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36548 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 15379 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4482 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 105656 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2619 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170392.000000 Penalty: 133477.078125
Iteration 320F: 41 clusters Score -1.041704e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14199 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 108855 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97914 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 26254 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 15432 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4484 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 105993 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2617 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 4987 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170648.000000 Penalty: 133477.078125
Iteration 321Q: 41 clusters Score -1.041706e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14196 members 
Mstep: Class 4 contains 42112 members 
Mstep: Class 5 contains 108554 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97828 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 17117 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 26251 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 36528 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 15473 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 106154 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2621 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5004 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170792.000000 Penalty: 133477.078125
Iteration 322Q: 41 clusters Score -1.041708e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14191 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 108250 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97719 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 26234 members 
Mstep: Class 14 contains 22044 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 36525 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 15515 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 106206 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5019 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171200.000000 Penalty: 133477.078125
Iteration 323Q: 41 clusters Score -1.041712e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 101571 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 42111 members 
Mstep: Class 5 contains 107963 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97587 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 17089 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 26236 members 
Mstep: Class 14 contains 22033 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36512 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 15559 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4484 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 31 contains 106204 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5032 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171288.000000 Penalty: 133477.078125
Iteration 324Q: 41 clusters Score -1.041713e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 107612 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97460 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11990 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 22021 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 36510 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2817 members 
Mstep: Class 23 contains 15606 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3404 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 724 members 
Mstep: Class 31 contains 106118 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5047 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171576.000000 Penalty: 133477.078125
Iteration 325Q: 41 clusters Score -1.041716e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 107264 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97289 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17082 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 26242 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16222 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 36506 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2817 members 
Mstep: Class 23 contains 15643 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4475 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 105933 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2619 members 
Mstep: Class 35 contains 20697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5064 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171848.000000 Penalty: 133477.078125
Iteration 326Q: 41 clusters Score -1.041718e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 106954 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 97127 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17080 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11984 members 
Mstep: Class 13 contains 26249 members 
Mstep: Class 14 contains 22023 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16224 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36494 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2816 members 
Mstep: Class 23 contains 15670 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 105711 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2618 members 
Mstep: Class 35 contains 20696 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5074 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172048.000000 Penalty: 133477.078125
Iteration 327Q: 41 clusters Score -1.04172e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 104145 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 106669 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96953 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17082 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11994 members 
Mstep: Class 13 contains 26256 members 
Mstep: Class 14 contains 22029 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16223 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 36487 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 15697 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1374 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 105439 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2615 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5088 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171952.000000 Penalty: 133477.078125
Iteration 328Q: 41 clusters Score -1.04172e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 106369 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96765 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 11999 members 
Mstep: Class 13 contains 26259 members 
Mstep: Class 14 contains 22023 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 36486 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2812 members 
Mstep: Class 23 contains 15711 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 105167 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5112 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172120.000000 Penalty: 133477.078125
Iteration 329Q: 41 clusters Score -1.041721e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 105545 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 106115 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96604 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 26258 members 
Mstep: Class 14 contains 22016 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 36486 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15717 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 104865 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5131 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172200.000000 Penalty: 133477.078125
Iteration 330Q: 41 clusters Score -1.041722e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 105952 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96442 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17094 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12006 members 
Mstep: Class 13 contains 26261 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36490 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15726 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 104499 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20695 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5149 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172520.000000 Penalty: 133477.078125
Iteration 331Q: 41 clusters Score -1.041725e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 105832 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96269 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 26264 members 
Mstep: Class 14 contains 22010 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36488 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15732 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 104119 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20694 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5185 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172560.000000 Penalty: 133477.078125
Iteration 332Q: 41 clusters Score -1.041726e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 107475 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14173 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 105729 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 96116 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17101 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 26264 members 
Mstep: Class 14 contains 22004 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36486 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15738 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 103700 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5221 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172480.000000 Penalty: 133477.078125
Iteration 333Q: 41 clusters Score -1.041725e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 105629 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95955 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17104 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12013 members 
Mstep: Class 13 contains 26272 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36483 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15742 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 103259 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5251 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172448.000000 Penalty: 133477.078125
Iteration 334Q: 41 clusters Score -1.041724e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 108838 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14172 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 105571 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95766 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17105 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 26280 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36479 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15744 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 102794 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5265 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172696.000000 Penalty: 133477.078125
Iteration 335Q: 41 clusters Score -1.041727e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 42087 members 
Mstep: Class 5 contains 105498 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95584 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 26286 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36477 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 15742 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 102352 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2615 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5283 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172720.000000 Penalty: 133477.078125
Iteration 336Q: 41 clusters Score -1.041727e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42085 members 
Mstep: Class 5 contains 105450 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95388 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17131 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12024 members 
Mstep: Class 13 contains 26286 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36479 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2810 members 
Mstep: Class 23 contains 15746 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 101856 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2615 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5295 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172664.000000 Penalty: 133477.078125
Iteration 337Q: 41 clusters Score -1.041727e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 105374 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95201 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17141 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12028 members 
Mstep: Class 13 contains 26290 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36480 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2810 members 
Mstep: Class 23 contains 15745 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 101418 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2616 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5312 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172872.000000 Penalty: 133477.078125
Iteration 338Q: 41 clusters Score -1.041729e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42084 members 
Mstep: Class 5 contains 105277 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 95031 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17144 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 26294 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36475 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 15746 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 100971 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5333 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172608.000000 Penalty: 133477.078125
Iteration 339Q: 41 clusters Score -1.041726e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 42087 members 
Mstep: Class 5 contains 105161 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 94860 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 26296 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36478 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 15744 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 100615 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5351 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172880.000000 Penalty: 133477.078125
Iteration 340F: 41 clusters Score -1.041729e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 112803 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 105026 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 94688 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17162 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 26295 members 
Mstep: Class 14 contains 21983 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36475 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 15745 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4442 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 100264 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5378 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173048.000000 Penalty: 133477.078125
Iteration 341Q: 41 clusters Score -1.04173e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 104839 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 94542 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17170 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 26293 members 
Mstep: Class 14 contains 21983 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36476 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15743 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 99952 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5416 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173336.000000 Penalty: 133477.078125
Iteration 342Q: 41 clusters Score -1.041733e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 104706 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 94365 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17181 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 26289 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36469 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15743 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 99640 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5443 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173464.000000 Penalty: 133477.078125
Iteration 343Q: 41 clusters Score -1.041735e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 104561 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 94188 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17191 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 26285 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36462 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15739 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 99353 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5486 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173496.000000 Penalty: 133477.078125
Iteration 344Q: 41 clusters Score -1.041735e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 115171 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 104379 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 94001 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17203 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 26286 members 
Mstep: Class 14 contains 21980 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36457 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15738 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 99090 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5515 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173568.000000 Penalty: 133477.078125
Iteration 345Q: 41 clusters Score -1.041736e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 115773 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14175 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 104156 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93821 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12052 members 
Mstep: Class 13 contains 26292 members 
Mstep: Class 14 contains 21983 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36451 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 15735 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4441 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 98828 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5553 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173664.000000 Penalty: 133477.078125
Iteration 346Q: 41 clusters Score -1.041737e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 116341 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 103977 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93651 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12061 members 
Mstep: Class 13 contains 26298 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36454 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15729 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 98557 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5587 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173744.000000 Penalty: 133477.078125
Iteration 347Q: 41 clusters Score -1.041737e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 116888 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 103798 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93462 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17242 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12066 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15725 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 98336 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2614 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5613 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173776.000000 Penalty: 133477.078125
Iteration 348Q: 41 clusters Score -1.041738e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 103655 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93302 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 26309 members 
Mstep: Class 14 contains 21967 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15718 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 98067 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5639 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173496.000000 Penalty: 133477.078125
Iteration 349Q: 41 clusters Score -1.041735e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 117907 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 103529 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93158 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17258 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12087 members 
Mstep: Class 13 contains 26314 members 
Mstep: Class 14 contains 21962 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15711 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 97825 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2613 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5660 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173528.000000 Penalty: 133477.078125
Iteration 350Q: 41 clusters Score -1.041735e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 103396 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 93020 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12089 members 
Mstep: Class 13 contains 26322 members 
Mstep: Class 14 contains 21957 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 97559 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5677 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173608.000000 Penalty: 133477.078125
Iteration 351Q: 41 clusters Score -1.041736e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 118932 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14160 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 103326 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92874 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17271 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12097 members 
Mstep: Class 13 contains 26323 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36445 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15695 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 97258 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5702 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173664.000000 Penalty: 133477.078125
Iteration 352Q: 41 clusters Score -1.041737e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14155 members 
Mstep: Class 4 contains 42094 members 
Mstep: Class 5 contains 103320 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92737 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17280 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12100 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 21955 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15690 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96908 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5737 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173672.000000 Penalty: 133477.078125
Iteration 353Q: 41 clusters Score -1.041737e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 119844 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14154 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 103345 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92622 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17288 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12110 members 
Mstep: Class 13 contains 26331 members 
Mstep: Class 14 contains 21951 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15685 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96489 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2610 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5775 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173536.000000 Penalty: 133477.078125
Iteration 354Q: 41 clusters Score -1.041735e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 120264 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 103415 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92491 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17295 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12118 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 21954 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36443 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15676 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4442 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96087 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2609 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5808 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173416.000000 Penalty: 133477.078125
Iteration 355Q: 41 clusters Score -1.041734e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 103487 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92386 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 21955 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15664 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95695 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2609 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5845 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 133477.078125
Iteration 356Q: 41 clusters Score -1.041733e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 121070 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 103538 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92268 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17305 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12123 members 
Mstep: Class 13 contains 26332 members 
Mstep: Class 14 contains 21960 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15656 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95309 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2609 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5882 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173168.000000 Penalty: 133477.078125
Iteration 357Q: 41 clusters Score -1.041732e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 103632 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92171 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12125 members 
Mstep: Class 13 contains 26334 members 
Mstep: Class 14 contains 21964 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94838 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2609 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5922 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173256.000000 Penalty: 133477.078125
Iteration 358Q: 41 clusters Score -1.041733e+08 nChanged 925
Entering ConstructFrom: 
Score: -104173256.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (121882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Entering Unmasked Estep 
Score: -18833202.000000 Penalty: 2904.280518
	Iteration 0F: 2 clusters Score -1.88332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -18755454.000000 Penalty: 5808.561035
	Iteration 0F: 3 clusters Score -1.875545e+07 nChanged 57906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -18788528.000000 Penalty: 5808.561035
	Iteration 1F: 3 clusters Score -1.878853e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -18789500.000000 Penalty: 5808.561035
	Iteration 2Q: 3 clusters Score -1.87895e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -18790630.000000 Penalty: 5808.561035
	Iteration 3Q: 3 clusters Score -1.879063e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -18791980.000000 Penalty: 5808.561035
	Iteration 4Q: 3 clusters Score -1.879198e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -18794062.000000 Penalty: 5808.561035
	Iteration 5Q: 3 clusters Score -1.879406e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -18796974.000000 Penalty: 5808.561035
	Iteration 6Q: 3 clusters Score -1.879697e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -18801472.000000 Penalty: 5808.561035
	Iteration 7F: 3 clusters Score -1.880147e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -18807670.000000 Penalty: 5808.561035
	Iteration 8F: 3 clusters Score -1.880767e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -18814316.000000 Penalty: 5808.561035
	Iteration 9F: 3 clusters Score -1.881432e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -18819842.000000 Penalty: 5808.561035
	Iteration 10F: 3 clusters Score -1.881984e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108835 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -18823654.000000 Penalty: 5808.561035
	Iteration 11Q: 3 clusters Score -1.882365e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -18826026.000000 Penalty: 5808.561035
	Iteration 12Q: 3 clusters Score -1.882603e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115087 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -18827568.000000 Penalty: 5808.561035
	Iteration 13Q: 3 clusters Score -1.882757e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -18828558.000000 Penalty: 5808.561035
	Iteration 14Q: 3 clusters Score -1.882856e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -18829244.000000 Penalty: 5808.561035
	Iteration 15Q: 3 clusters Score -1.882924e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -18829680.000000 Penalty: 5808.561035
	Iteration 16Q: 3 clusters Score -1.882968e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18829974.000000 Penalty: 5808.561035
	Iteration 17Q: 3 clusters Score -1.882997e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18830232.000000 Penalty: 5808.561035
	Iteration 18Q: 3 clusters Score -1.883023e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120655 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18830348.000000 Penalty: 5808.561035
	Iteration 19Q: 3 clusters Score -1.883035e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18830392.000000 Penalty: 5808.561035
	Iteration 20F: 3 clusters Score -1.883039e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -18830526.000000 Penalty: 5808.561035
	Iteration 21Q: 3 clusters Score -1.883053e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18830556.000000 Penalty: 5808.561035
	Iteration 22Q: 3 clusters Score -1.883056e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121065 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18830610.000000 Penalty: 5808.561035
	Iteration 23Q: 3 clusters Score -1.883061e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18830622.000000 Penalty: 5808.561035
	Iteration 24Q: 3 clusters Score -1.883062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121133 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18830648.000000 Penalty: 5808.561035
	Iteration 25Q: 3 clusters Score -1.883065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121160 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -18830682.000000 Penalty: 5808.561035
	Iteration 26Q: 3 clusters Score -1.883068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -18830672.000000 Penalty: 5808.561035
	Iteration 27Q: 3 clusters Score -1.883067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18830680.000000 Penalty: 5808.561035
	Iteration 28Q: 3 clusters Score -1.883068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18830684.000000 Penalty: 5808.561035
	Iteration 29Q: 3 clusters Score -1.883068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18830720.000000 Penalty: 5808.561035
	Iteration 30Q: 3 clusters Score -1.883072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18830706.000000 Penalty: 5808.561035
	Iteration 31Q: 3 clusters Score -1.883071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18830708.000000 Penalty: 5808.561035
	Iteration 32Q: 3 clusters Score -1.883071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121233 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -18830698.000000 Penalty: 5808.561035
	Iteration 33Q: 3 clusters Score -1.88307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -18830712.000000 Penalty: 5808.561035
	Iteration 34Q: 3 clusters Score -1.883071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -18830702.000000 Penalty: 5808.561035
	Iteration 35Q: 3 clusters Score -1.88307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121242 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -18830698.000000 Penalty: 5808.561035
	Iteration 36Q: 3 clusters Score -1.88307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121245 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18830716.000000 Penalty: 5808.561035
	Iteration 37Q: 3 clusters Score -1.883072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -18830718.000000 Penalty: 5808.561035
	Iteration 38Q: 3 clusters Score -1.883072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121253 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18830718.000000 Penalty: 5808.561035
	Iteration 39Q: 3 clusters Score -1.883072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121256 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -18830714.000000 Penalty: 5808.561035
	Iteration 40F: 3 clusters Score -1.883071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18830718.000000 Penalty: 5808.561035
	Iteration 41Q: 3 clusters Score -1.883072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -18830728.000000 Penalty: 5808.561035
	Iteration 42Q: 3 clusters Score -1.883073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121262 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -18830740.000000 Penalty: 5808.561035
	Iteration 43Q: 3 clusters Score -1.883074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121263 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5808.561035
	Iteration 44Q: 3 clusters Score -1.883074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -18830720.000000 Penalty: 5808.561035
	Iteration 45Q: 3 clusters Score -1.883072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -18830722.000000 Penalty: 5808.561035
	Iteration 46Q: 3 clusters Score -1.883072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18830728.000000 Penalty: 5808.561035
	Iteration 47Q: 3 clusters Score -1.883073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121271 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -18830716.000000 Penalty: 5808.561035
	Iteration 48Q: 3 clusters Score -1.883072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121275 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18830730.000000 Penalty: 5808.561035
	Iteration 49Q: 3 clusters Score -1.883073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -18830750.000000 Penalty: 5808.561035
	Iteration 50Q: 3 clusters Score -1.883075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -18830742.000000 Penalty: 5808.561035
	Iteration 51Q: 3 clusters Score -1.883074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18830752.000000 Penalty: 5808.561035
	Iteration 52Q: 3 clusters Score -1.883075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18830748.000000 Penalty: 5808.561035
	Iteration 53Q: 3 clusters Score -1.883075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121288 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18830758.000000 Penalty: 5808.561035
	Iteration 54Q: 3 clusters Score -1.883076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -18830758.000000 Penalty: 5808.561035
	Iteration 55Q: 3 clusters Score -1.883076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18830764.000000 Penalty: 5808.561035
	Iteration 56Q: 3 clusters Score -1.883076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121294 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18830762.000000 Penalty: 5808.561035
	Iteration 57Q: 3 clusters Score -1.883076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121294 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -18830762.000000 Penalty: 5808.561035
	Iteration 58F: 3 clusters Score -1.883076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -358597.562500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -358597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -355575.156250 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -355575.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -356188.187500 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -356188.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -356370.875000 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -356370.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -356473.156250 Penalty: 3903.791748
	Iteration 3Q: 3 clusters Score -356473.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -356541.531250 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -356541.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -356592.000000 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -356592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -356643.250000 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -356643.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356691.031250 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -356691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -356733.125000 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -356733.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -356777.218750 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -356777.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356808.625000 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -356808.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356834.031250 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -356834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -356856.875000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -356856.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -356874.718750 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -356874.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -356891.187500 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -356891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356903.500000 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -356903.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356915.406250 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -356915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -356927.031250 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -356927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -356936.187500 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -356936.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -356946.656250 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -356946.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -356958.625000 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -356958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -356969.687500 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -356969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356976.250000 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -356976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356979.031250 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -356979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356982.156250 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -356982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356982.968750 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -356983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356984.250000 Penalty: 3903.791748
	Iteration 26Q: 3 clusters Score -356984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356985.281250 Penalty: 3903.791748
	Iteration 27Q: 3 clusters Score -356985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356985.906250 Penalty: 3903.791748
	Iteration 28Q: 3 clusters Score -356985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -356985.593750 Penalty: 3903.791748
	Iteration 29Q: 3 clusters Score -356985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356985.718750 Penalty: 3903.791748
	Iteration 30Q: 3 clusters Score -356985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -356985.718750 Penalty: 3903.791748
	Iteration 31F: 3 clusters Score -356985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -2150929.500000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -2150930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2140560.250000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -2140560 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2143932.000000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -2143932 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2144636.000000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -2144636 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2145584.250000 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -2145584 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2146784.750000 Penalty: 4741.030762
	Iteration 4F: 3 clusters Score -2146785 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2147877.750000 Penalty: 4741.030762
	Iteration 5F: 3 clusters Score -2147878 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2148712.500000 Penalty: 4741.030762
	Iteration 6F: 3 clusters Score -2148712 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2149310.250000 Penalty: 4741.030762
	Iteration 7F: 3 clusters Score -2149310 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2149749.000000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -2149749 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2150065.500000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -2150066 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2150262.000000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -2150262 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2150350.000000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -2150350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2150395.750000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -2150396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2150435.750000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -2150436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2150465.750000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -2150466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2150482.000000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -2150482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2150490.000000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -2150490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2150499.000000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -2150499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2150511.750000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -2150512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2150514.250000 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -2150514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2150517.500000 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -2150518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2150519.000000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -2150519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2150522.250000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -2150522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2150526.000000 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -2150526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2150534.000000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -2150534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2150532.250000 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -2150532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2150534.250000 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -2150534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2150535.500000 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -2150536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2150535.000000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -2150535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2150537.250000 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -2150537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2150538.250000 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -2150538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2150539.250000 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -2150539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2150544.750000 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -2150545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2150541.500000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -2150542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2150544.250000 Penalty: 4741.030762
	Iteration 34Q: 3 clusters Score -2150544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2150542.000000 Penalty: 4741.030762
	Iteration 35Q: 3 clusters Score -2150542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2150544.500000 Penalty: 4741.030762
	Iteration 36Q: 3 clusters Score -2150544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2150541.750000 Penalty: 4741.030762
	Iteration 37Q: 3 clusters Score -2150542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2150541.500000 Penalty: 4741.030762
	Iteration 38Q: 3 clusters Score -2150542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2150539.250000 Penalty: 4741.030762
	Iteration 39Q: 3 clusters Score -2150539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2150540.500000 Penalty: 4741.030762
	Iteration 40F: 3 clusters Score -2150540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2150541.000000 Penalty: 4741.030762
	Iteration 41Q: 3 clusters Score -2150541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2150543.000000 Penalty: 4741.030762
	Iteration 42Q: 3 clusters Score -2150543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2150543.500000 Penalty: 4741.030762
	Iteration 43Q: 3 clusters Score -2150544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2150542.000000 Penalty: 4741.030762
	Iteration 44Q: 3 clusters Score -2150542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2150542.500000 Penalty: 4741.030762
	Iteration 45Q: 3 clusters Score -2150542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2150546.250000 Penalty: 4741.030762
	Iteration 46Q: 3 clusters Score -2150546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2150546.250000 Penalty: 4741.030762
	Iteration 47F: 3 clusters Score -2150546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -6471994.500000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -6471994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -6443459.000000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -6443459 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -6454056.000000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -6454056 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -6454540.500000 Penalty: 5281.286621
	Iteration 2Q: 3 clusters Score -6454540 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -6455063.500000 Penalty: 5281.286621
	Iteration 3Q: 3 clusters Score -6455064 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -6455697.500000 Penalty: 5281.286621
	Iteration 4Q: 3 clusters Score -6455698 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -6456519.500000 Penalty: 5281.286621
	Iteration 5Q: 3 clusters Score -6456520 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -6457460.000000 Penalty: 5281.286621
	Iteration 6Q: 3 clusters Score -6457460 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6458591.500000 Penalty: 5281.286621
	Iteration 7F: 3 clusters Score -6458592 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -6459934.000000 Penalty: 5281.286621
	Iteration 8F: 3 clusters Score -6459934 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -6461500.000000 Penalty: 5281.286621
	Iteration 9F: 3 clusters Score -6461500 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -6463134.000000 Penalty: 5281.286621
	Iteration 10F: 3 clusters Score -6463134 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6464644.500000 Penalty: 5281.286621
	Iteration 11F: 3 clusters Score -6464644 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -6465956.000000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -6465956 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6466930.500000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -6466930 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -6467691.500000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -6467692 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6468141.000000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -6468141 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -6468454.000000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -6468454 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -6468668.000000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -6468668 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -6468838.000000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -6468838 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -6468936.500000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -6468936 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -6469015.000000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -6469015 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6469041.000000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -6469041 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6469096.500000 Penalty: 5281.286621
	Iteration 22Q: 3 clusters Score -6469096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6469159.500000 Penalty: 5281.286621
	Iteration 23Q: 3 clusters Score -6469160 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -6469178.000000 Penalty: 5281.286621
	Iteration 24Q: 3 clusters Score -6469178 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -6469201.000000 Penalty: 5281.286621
	Iteration 25Q: 3 clusters Score -6469201 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6469226.000000 Penalty: 5281.286621
	Iteration 26Q: 3 clusters Score -6469226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6469259.500000 Penalty: 5281.286621
	Iteration 27Q: 3 clusters Score -6469260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6469286.000000 Penalty: 5281.286621
	Iteration 28Q: 3 clusters Score -6469286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -6469335.500000 Penalty: 5281.286621
	Iteration 29Q: 3 clusters Score -6469336 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6469361.500000 Penalty: 5281.286621
	Iteration 30Q: 3 clusters Score -6469362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -6469386.500000 Penalty: 5281.286621
	Iteration 31Q: 3 clusters Score -6469386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -6469388.500000 Penalty: 5281.286621
	Iteration 32Q: 3 clusters Score -6469388 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -6469402.500000 Penalty: 5281.286621
	Iteration 33Q: 3 clusters Score -6469402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6469415.500000 Penalty: 5281.286621
	Iteration 34Q: 3 clusters Score -6469416 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6469438.500000 Penalty: 5281.286621
	Iteration 35Q: 3 clusters Score -6469438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -6469470.500000 Penalty: 5281.286621
	Iteration 36Q: 3 clusters Score -6469470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -6469484.000000 Penalty: 5281.286621
	Iteration 37Q: 3 clusters Score -6469484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6469503.000000 Penalty: 5281.286621
	Iteration 38Q: 3 clusters Score -6469503 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6469509.000000 Penalty: 5281.286621
	Iteration 39Q: 3 clusters Score -6469509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6469516.500000 Penalty: 5281.286621
	Iteration 40F: 3 clusters Score -6469516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -6469511.500000 Penalty: 5281.286621
	Iteration 41Q: 3 clusters Score -6469512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6469539.500000 Penalty: 5281.286621
	Iteration 42Q: 3 clusters Score -6469540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6469553.000000 Penalty: 5281.286621
	Iteration 43Q: 3 clusters Score -6469553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -6469548.500000 Penalty: 5281.286621
	Iteration 44Q: 3 clusters Score -6469548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -6469565.500000 Penalty: 5281.286621
	Iteration 45Q: 3 clusters Score -6469566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -6469598.500000 Penalty: 5281.286621
	Iteration 46Q: 3 clusters Score -6469598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -6469608.000000 Penalty: 5281.286621
	Iteration 47Q: 3 clusters Score -6469608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6469600.500000 Penalty: 5281.286621
	Iteration 48Q: 3 clusters Score -6469600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -6469600.000000 Penalty: 5281.286621
	Iteration 49Q: 3 clusters Score -6469600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6469603.500000 Penalty: 5281.286621
	Iteration 50Q: 3 clusters Score -6469604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -6469611.000000 Penalty: 5281.286621
	Iteration 51Q: 3 clusters Score -6469611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6469616.000000 Penalty: 5281.286621
	Iteration 52Q: 3 clusters Score -6469616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6469631.000000 Penalty: 5281.286621
	Iteration 53Q: 3 clusters Score -6469631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -6469637.000000 Penalty: 5281.286621
	Iteration 54Q: 3 clusters Score -6469637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6469639.000000 Penalty: 5281.286621
	Iteration 55Q: 3 clusters Score -6469639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -6469645.000000 Penalty: 5281.286621
	Iteration 56Q: 3 clusters Score -6469645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6469655.000000 Penalty: 5281.286621
	Iteration 57Q: 3 clusters Score -6469655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6469663.500000 Penalty: 5281.286621
	Iteration 58Q: 3 clusters Score -6469664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -6469666.500000 Penalty: 5281.286621
	Iteration 59Q: 3 clusters Score -6469666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6469654.500000 Penalty: 5281.286621
	Iteration 60F: 3 clusters Score -6469654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6469656.000000 Penalty: 5281.286621
	Iteration 61Q: 3 clusters Score -6469656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -6469659.000000 Penalty: 5281.286621
	Iteration 62Q: 3 clusters Score -6469659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6469663.000000 Penalty: 5281.286621
	Iteration 63Q: 3 clusters Score -6469663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6469678.500000 Penalty: 5281.286621
	Iteration 64Q: 3 clusters Score -6469678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6469683.000000 Penalty: 5281.286621
	Iteration 65Q: 3 clusters Score -6469683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6469676.500000 Penalty: 5281.286621
	Iteration 66Q: 3 clusters Score -6469676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -6469672.500000 Penalty: 5281.286621
	Iteration 67Q: 3 clusters Score -6469672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -6469676.500000 Penalty: 5281.286621
	Iteration 68Q: 3 clusters Score -6469676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -6469675.000000 Penalty: 5281.286621
	Iteration 69Q: 3 clusters Score -6469675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -6469674.000000 Penalty: 5281.286621
	Iteration 70Q: 3 clusters Score -6469674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -6469669.500000 Penalty: 5281.286621
	Iteration 71Q: 3 clusters Score -6469670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -6469669.500000 Penalty: 5281.286621
	Iteration 72Q: 3 clusters Score -6469670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -6469670.500000 Penalty: 5281.286621
	Iteration 73Q: 3 clusters Score -6469670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -6469676.000000 Penalty: 5281.286621
	Iteration 74Q: 3 clusters Score -6469676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6469677.500000 Penalty: 5281.286621
	Iteration 75Q: 3 clusters Score -6469678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6469684.000000 Penalty: 5281.286621
	Iteration 76Q: 3 clusters Score -6469684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6469687.000000 Penalty: 5281.286621
	Iteration 77Q: 3 clusters Score -6469687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -6469693.500000 Penalty: 5281.286621
	Iteration 78Q: 3 clusters Score -6469694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6469688.500000 Penalty: 5281.286621
	Iteration 79Q: 3 clusters Score -6469688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -6469688.500000 Penalty: 5281.286621
	Iteration 80F: 3 clusters Score -6469688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -6469694.000000 Penalty: 5281.286621
	Iteration 81Q: 3 clusters Score -6469694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -6469694.000000 Penalty: 5281.286621
	Iteration 82F: 3 clusters Score -6469694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Entering Unmasked Estep 
Score: -16004715.000000 Penalty: 2864.328125
	Iteration 0F: 2 clusters Score -1.600472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -15935826.000000 Penalty: 5728.656250
	Iteration 0F: 3 clusters Score -1.593583e+07 nChanged 49143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -15964823.000000 Penalty: 5728.656250
	Iteration 1F: 3 clusters Score -1.596482e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -15966701.000000 Penalty: 5728.656250
	Iteration 2Q: 3 clusters Score -1.59667e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -15969630.000000 Penalty: 5728.656250
	Iteration 3F: 3 clusters Score -1.596963e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -15973758.000000 Penalty: 5728.656250
	Iteration 4F: 3 clusters Score -1.597376e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -15979505.000000 Penalty: 5728.656250
	Iteration 5F: 3 clusters Score -1.59795e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -15986222.000000 Penalty: 5728.656250
	Iteration 6F: 3 clusters Score -1.598622e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -15992503.000000 Penalty: 5728.656250
	Iteration 7F: 3 clusters Score -1.59925e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -15996596.000000 Penalty: 5728.656250
	Iteration 8Q: 3 clusters Score -1.59966e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -15999058.000000 Penalty: 5728.656250
	Iteration 9Q: 3 clusters Score -1.599906e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -16000434.000000 Penalty: 5728.656250
	Iteration 10Q: 3 clusters Score -1.600043e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -16001378.000000 Penalty: 5728.656250
	Iteration 11Q: 3 clusters Score -1.600138e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -16001846.000000 Penalty: 5728.656250
	Iteration 12Q: 3 clusters Score -1.600185e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -16002111.000000 Penalty: 5728.656250
	Iteration 13Q: 3 clusters Score -1.600211e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -16002285.000000 Penalty: 5728.656250
	Iteration 14Q: 3 clusters Score -1.600228e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -16002422.000000 Penalty: 5728.656250
	Iteration 15Q: 3 clusters Score -1.600242e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -16002446.000000 Penalty: 5728.656250
	Iteration 16Q: 3 clusters Score -1.600245e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -16002536.000000 Penalty: 5728.656250
	Iteration 17Q: 3 clusters Score -1.600254e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -16002600.000000 Penalty: 5728.656250
	Iteration 18Q: 3 clusters Score -1.60026e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -16002639.000000 Penalty: 5728.656250
	Iteration 19Q: 3 clusters Score -1.600264e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 87884 members 
Entering Unmasked Estep 
Score: -16002686.000000 Penalty: 5728.656250
	Iteration 20F: 3 clusters Score -1.600269e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -16002726.000000 Penalty: 5728.656250
	Iteration 21Q: 3 clusters Score -1.600273e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -16002742.000000 Penalty: 5728.656250
	Iteration 22Q: 3 clusters Score -1.600274e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -16002762.000000 Penalty: 5728.656250
	Iteration 23Q: 3 clusters Score -1.600276e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -16002772.000000 Penalty: 5728.656250
	Iteration 24Q: 3 clusters Score -1.600277e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -16002788.000000 Penalty: 5728.656250
	Iteration 25Q: 3 clusters Score -1.600279e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -16002799.000000 Penalty: 5728.656250
	Iteration 26Q: 3 clusters Score -1.60028e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -16002814.000000 Penalty: 5728.656250
	Iteration 27Q: 3 clusters Score -1.600281e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -16002871.000000 Penalty: 5728.656250
	Iteration 28Q: 3 clusters Score -1.600287e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -16002905.000000 Penalty: 5728.656250
	Iteration 29Q: 3 clusters Score -1.60029e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -16002927.000000 Penalty: 5728.656250
	Iteration 30Q: 3 clusters Score -1.600293e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -16002943.000000 Penalty: 5728.656250
	Iteration 31Q: 3 clusters Score -1.600294e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -16002945.000000 Penalty: 5728.656250
	Iteration 32Q: 3 clusters Score -1.600294e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -16002971.000000 Penalty: 5728.656250
	Iteration 33Q: 3 clusters Score -1.600297e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -16002991.000000 Penalty: 5728.656250
	Iteration 34Q: 3 clusters Score -1.600299e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -16003000.000000 Penalty: 5728.656250
	Iteration 35Q: 3 clusters Score -1.6003e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 91159 members 
Entering Unmasked Estep 
Score: -16003013.000000 Penalty: 5728.656250
	Iteration 36Q: 3 clusters Score -1.600301e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -16003031.000000 Penalty: 5728.656250
	Iteration 37Q: 3 clusters Score -1.600303e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -16003020.000000 Penalty: 5728.656250
	Iteration 38Q: 3 clusters Score -1.600302e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -16003012.000000 Penalty: 5728.656250
	Iteration 39Q: 3 clusters Score -1.600301e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -16003028.000000 Penalty: 5728.656250
	Iteration 40F: 3 clusters Score -1.600303e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -16002993.000000 Penalty: 5728.656250
	Iteration 41Q: 3 clusters Score -1.600299e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -16003022.000000 Penalty: 5728.656250
	Iteration 42Q: 3 clusters Score -1.600302e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -16003028.000000 Penalty: 5728.656250
	Iteration 43Q: 3 clusters Score -1.600303e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -16003036.000000 Penalty: 5728.656250
	Iteration 44Q: 3 clusters Score -1.600304e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -16003049.000000 Penalty: 5728.656250
	Iteration 45Q: 3 clusters Score -1.600305e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -16003048.000000 Penalty: 5728.656250
	Iteration 46Q: 3 clusters Score -1.600305e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -16003081.000000 Penalty: 5728.656250
	Iteration 47Q: 3 clusters Score -1.600308e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -16003086.000000 Penalty: 5728.656250
	Iteration 48Q: 3 clusters Score -1.600309e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 93012 members 
Entering Unmasked Estep 
Score: -16003090.000000 Penalty: 5728.656250
	Iteration 49Q: 3 clusters Score -1.600309e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -16003130.000000 Penalty: 5728.656250
	Iteration 50Q: 3 clusters Score -1.600313e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -16003087.000000 Penalty: 5728.656250
	Iteration 51Q: 3 clusters Score -1.600309e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -16003116.000000 Penalty: 5728.656250
	Iteration 52Q: 3 clusters Score -1.600312e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 93637 members 
Entering Unmasked Estep 
Score: -16003178.000000 Penalty: 5728.656250
	Iteration 53Q: 3 clusters Score -1.600318e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -16003179.000000 Penalty: 5728.656250
	Iteration 54Q: 3 clusters Score -1.600318e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 93968 members 
Entering Unmasked Estep 
Score: -16003194.000000 Penalty: 5728.656250
	Iteration 55Q: 3 clusters Score -1.600319e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -16003181.000000 Penalty: 5728.656250
	Iteration 56Q: 3 clusters Score -1.600318e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -16003169.000000 Penalty: 5728.656250
	Iteration 57Q: 3 clusters Score -1.600317e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -16003213.000000 Penalty: 5728.656250
	Iteration 58Q: 3 clusters Score -1.600321e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -16003226.000000 Penalty: 5728.656250
	Iteration 59Q: 3 clusters Score -1.600323e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -16003184.000000 Penalty: 5728.656250
	Iteration 60F: 3 clusters Score -1.600318e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -16003190.000000 Penalty: 5728.656250
	Iteration 61Q: 3 clusters Score -1.600319e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -16003213.000000 Penalty: 5728.656250
	Iteration 62Q: 3 clusters Score -1.600321e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -16003240.000000 Penalty: 5728.656250
	Iteration 63Q: 3 clusters Score -1.600324e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -16003237.000000 Penalty: 5728.656250
	Iteration 64Q: 3 clusters Score -1.600324e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -16003269.000000 Penalty: 5728.656250
	Iteration 65Q: 3 clusters Score -1.600327e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -16003264.000000 Penalty: 5728.656250
	Iteration 66Q: 3 clusters Score -1.600326e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -16003264.000000 Penalty: 5728.656250
	Iteration 67Q: 3 clusters Score -1.600326e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -16003292.000000 Penalty: 5728.656250
	Iteration 68Q: 3 clusters Score -1.600329e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -16003300.000000 Penalty: 5728.656250
	Iteration 69Q: 3 clusters Score -1.60033e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -16003294.000000 Penalty: 5728.656250
	Iteration 70Q: 3 clusters Score -1.600329e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -16003309.000000 Penalty: 5728.656250
	Iteration 71Q: 3 clusters Score -1.600331e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -16003305.000000 Penalty: 5728.656250
	Iteration 72Q: 3 clusters Score -1.60033e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -16003294.000000 Penalty: 5728.656250
	Iteration 73Q: 3 clusters Score -1.600329e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -16003298.000000 Penalty: 5728.656250
	Iteration 74Q: 3 clusters Score -1.60033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -16003257.000000 Penalty: 5728.656250
	Iteration 75Q: 3 clusters Score -1.600326e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -16003295.000000 Penalty: 5728.656250
	Iteration 76Q: 3 clusters Score -1.60033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -16003262.000000 Penalty: 5728.656250
	Iteration 77Q: 3 clusters Score -1.600326e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -16003275.000000 Penalty: 5728.656250
	Iteration 78Q: 3 clusters Score -1.600328e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -16003329.000000 Penalty: 5728.656250
	Iteration 79Q: 3 clusters Score -1.600333e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -16003374.000000 Penalty: 5728.656250
	Iteration 80F: 3 clusters Score -1.600337e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -16003349.000000 Penalty: 5728.656250
	Iteration 81Q: 3 clusters Score -1.600335e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -16003350.000000 Penalty: 5728.656250
	Iteration 82Q: 3 clusters Score -1.600335e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -16003327.000000 Penalty: 5728.656250
	Iteration 83Q: 3 clusters Score -1.600333e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -16003348.000000 Penalty: 5728.656250
	Iteration 84Q: 3 clusters Score -1.600335e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 97869 members 
Entering Unmasked Estep 
Score: -16003339.000000 Penalty: 5728.656250
	Iteration 85Q: 3 clusters Score -1.600334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -16003347.000000 Penalty: 5728.656250
	Iteration 86Q: 3 clusters Score -1.600335e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -16003360.000000 Penalty: 5728.656250
	Iteration 87Q: 3 clusters Score -1.600336e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -16003354.000000 Penalty: 5728.656250
	Iteration 88Q: 3 clusters Score -1.600335e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -16003375.000000 Penalty: 5728.656250
	Iteration 89Q: 3 clusters Score -1.600338e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -16003388.000000 Penalty: 5728.656250
	Iteration 90Q: 3 clusters Score -1.600339e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -16003419.000000 Penalty: 5728.656250
	Iteration 91Q: 3 clusters Score -1.600342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -16003445.000000 Penalty: 5728.656250
	Iteration 92Q: 3 clusters Score -1.600344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -16003438.000000 Penalty: 5728.656250
	Iteration 93Q: 3 clusters Score -1.600344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -16003418.000000 Penalty: 5728.656250
	Iteration 94Q: 3 clusters Score -1.600342e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -16003394.000000 Penalty: 5728.656250
	Iteration 95Q: 3 clusters Score -1.600339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -16003377.000000 Penalty: 5728.656250
	Iteration 96Q: 3 clusters Score -1.600338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -16003372.000000 Penalty: 5728.656250
	Iteration 97Q: 3 clusters Score -1.600337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -16003357.000000 Penalty: 5728.656250
	Iteration 98Q: 3 clusters Score -1.600336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -16003370.000000 Penalty: 5728.656250
	Iteration 99Q: 3 clusters Score -1.600337e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -16003356.000000 Penalty: 5728.656250
	Iteration 100F: 3 clusters Score -1.600336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 98819 members 
Entering Unmasked Estep 
Score: -16003356.000000 Penalty: 5728.656250
	Iteration 101Q: 3 clusters Score -1.600336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -16003344.000000 Penalty: 5728.656250
	Iteration 102Q: 3 clusters Score -1.600334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -16003377.000000 Penalty: 5728.656250
	Iteration 103Q: 3 clusters Score -1.600338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -16003389.000000 Penalty: 5728.656250
	Iteration 104Q: 3 clusters Score -1.600339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -16003405.000000 Penalty: 5728.656250
	Iteration 105Q: 3 clusters Score -1.60034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -16003414.000000 Penalty: 5728.656250
	Iteration 106Q: 3 clusters Score -1.600341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -16003407.000000 Penalty: 5728.656250
	Iteration 107Q: 3 clusters Score -1.600341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -16003422.000000 Penalty: 5728.656250
	Iteration 108Q: 3 clusters Score -1.600342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -16003415.000000 Penalty: 5728.656250
	Iteration 109Q: 3 clusters Score -1.600342e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -16003422.000000 Penalty: 5728.656250
	Iteration 110Q: 3 clusters Score -1.600342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -16003422.000000 Penalty: 5728.656250
	Iteration 111Q: 3 clusters Score -1.600342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -16003434.000000 Penalty: 5728.656250
	Iteration 112Q: 3 clusters Score -1.600343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -16003431.000000 Penalty: 5728.656250
	Iteration 113Q: 3 clusters Score -1.600343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -16003410.000000 Penalty: 5728.656250
	Iteration 114Q: 3 clusters Score -1.600341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -16003400.000000 Penalty: 5728.656250
	Iteration 115Q: 3 clusters Score -1.60034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -16003379.000000 Penalty: 5728.656250
	Iteration 116Q: 3 clusters Score -1.600338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -16003381.000000 Penalty: 5728.656250
	Iteration 117Q: 3 clusters Score -1.600338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -16003389.000000 Penalty: 5728.656250
	Iteration 118Q: 3 clusters Score -1.600339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -16003397.000000 Penalty: 5728.656250
	Iteration 119Q: 3 clusters Score -1.60034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -16003389.000000 Penalty: 5728.656250
	Iteration 120F: 3 clusters Score -1.600339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 99445 members 
Entering Unmasked Estep 
Score: -16003382.000000 Penalty: 5728.656250
	Iteration 121Q: 3 clusters Score -1.600338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -16003393.000000 Penalty: 5728.656250
	Iteration 122Q: 3 clusters Score -1.600339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 99499 members 
Entering Unmasked Estep 
Score: -16003396.000000 Penalty: 5728.656250
	Iteration 123Q: 3 clusters Score -1.60034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -16003411.000000 Penalty: 5728.656250
	Iteration 124Q: 3 clusters Score -1.600341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -16003401.000000 Penalty: 5728.656250
	Iteration 125Q: 3 clusters Score -1.60034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -16003391.000000 Penalty: 5728.656250
	Iteration 126Q: 3 clusters Score -1.600339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -16003375.000000 Penalty: 5728.656250
	Iteration 127Q: 3 clusters Score -1.600338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -16003389.000000 Penalty: 5728.656250
	Iteration 128Q: 3 clusters Score -1.600339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -16003387.000000 Penalty: 5728.656250
	Iteration 129Q: 3 clusters Score -1.600339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -16003391.000000 Penalty: 5728.656250
	Iteration 130Q: 3 clusters Score -1.600339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -16003376.000000 Penalty: 5728.656250
	Iteration 131Q: 3 clusters Score -1.600338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -16003386.000000 Penalty: 5728.656250
	Iteration 132Q: 3 clusters Score -1.600339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -16003380.000000 Penalty: 5728.656250
	Iteration 133Q: 3 clusters Score -1.600338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -16003371.000000 Penalty: 5728.656250
	Iteration 134Q: 3 clusters Score -1.600337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -16003373.000000 Penalty: 5728.656250
	Iteration 135Q: 3 clusters Score -1.600337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -16003368.000000 Penalty: 5728.656250
	Iteration 136Q: 3 clusters Score -1.600337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -16003369.000000 Penalty: 5728.656250
	Iteration 137Q: 3 clusters Score -1.600337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -16003375.000000 Penalty: 5728.656250
	Iteration 138Q: 3 clusters Score -1.600338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -16003364.000000 Penalty: 5728.656250
	Iteration 139Q: 3 clusters Score -1.600336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -16003367.000000 Penalty: 5728.656250
	Iteration 140F: 3 clusters Score -1.600337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -16003368.000000 Penalty: 5728.656250
	Iteration 141Q: 3 clusters Score -1.600337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -16003353.000000 Penalty: 5728.656250
	Iteration 142Q: 3 clusters Score -1.600335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -16003351.000000 Penalty: 5728.656250
	Iteration 143Q: 3 clusters Score -1.600335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -16003359.000000 Penalty: 5728.656250
	Iteration 144Q: 3 clusters Score -1.600336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -16003374.000000 Penalty: 5728.656250
	Iteration 145Q: 3 clusters Score -1.600337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -16003379.000000 Penalty: 5728.656250
	Iteration 146Q: 3 clusters Score -1.600338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -16003363.000000 Penalty: 5728.656250
	Iteration 147Q: 3 clusters Score -1.600336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -16003369.000000 Penalty: 5728.656250
	Iteration 148Q: 3 clusters Score -1.600337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -16003371.000000 Penalty: 5728.656250
	Iteration 149Q: 3 clusters Score -1.600337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -16003362.000000 Penalty: 5728.656250
	Iteration 150Q: 3 clusters Score -1.600336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -16003377.000000 Penalty: 5728.656250
	Iteration 151Q: 3 clusters Score -1.600338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -16003368.000000 Penalty: 5728.656250
	Iteration 152Q: 3 clusters Score -1.600337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -16003361.000000 Penalty: 5728.656250
	Iteration 153Q: 3 clusters Score -1.600336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -16003369.000000 Penalty: 5728.656250
	Iteration 154Q: 3 clusters Score -1.600337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -16003372.000000 Penalty: 5728.656250
	Iteration 155Q: 3 clusters Score -1.600337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -16003354.000000 Penalty: 5728.656250
	Iteration 156Q: 3 clusters Score -1.600335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -16003349.000000 Penalty: 5728.656250
	Iteration 157Q: 3 clusters Score -1.600335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -16003349.000000 Penalty: 5728.656250
	Iteration 158Q: 3 clusters Score -1.600335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -16003337.000000 Penalty: 5728.656250
	Iteration 159Q: 3 clusters Score -1.600334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -16003336.000000 Penalty: 5728.656250
	Iteration 160F: 3 clusters Score -1.600334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -16003340.000000 Penalty: 5728.656250
	Iteration 161Q: 3 clusters Score -1.600334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -16003333.000000 Penalty: 5728.656250
	Iteration 162Q: 3 clusters Score -1.600333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -16003329.000000 Penalty: 5728.656250
	Iteration 163Q: 3 clusters Score -1.600333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -16003323.000000 Penalty: 5728.656250
	Iteration 164Q: 3 clusters Score -1.600332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 99911 members 
Entering Unmasked Estep 
Score: -16003339.000000 Penalty: 5728.656250
	Iteration 165Q: 3 clusters Score -1.600334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 99915 members 
Entering Unmasked Estep 
Score: -16003334.000000 Penalty: 5728.656250
	Iteration 166Q: 3 clusters Score -1.600333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -16003331.000000 Penalty: 5728.656250
	Iteration 167Q: 3 clusters Score -1.600333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -16003327.000000 Penalty: 5728.656250
	Iteration 168Q: 3 clusters Score -1.600333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -16003319.000000 Penalty: 5728.656250
	Iteration 169Q: 3 clusters Score -1.600332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -16003323.000000 Penalty: 5728.656250
	Iteration 170Q: 3 clusters Score -1.600332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -16003321.000000 Penalty: 5728.656250
	Iteration 171Q: 3 clusters Score -1.600332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -16003340.000000 Penalty: 5728.656250
	Iteration 172Q: 3 clusters Score -1.600334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -16003337.000000 Penalty: 5728.656250
	Iteration 173Q: 3 clusters Score -1.600334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -16003335.000000 Penalty: 5728.656250
	Iteration 174Q: 3 clusters Score -1.600334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -16003327.000000 Penalty: 5728.656250
	Iteration 175Q: 3 clusters Score -1.600333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -16003334.000000 Penalty: 5728.656250
	Iteration 176Q: 3 clusters Score -1.600333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -16003338.000000 Penalty: 5728.656250
	Iteration 177Q: 3 clusters Score -1.600334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -16003335.000000 Penalty: 5728.656250
	Iteration 178Q: 3 clusters Score -1.600334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -16003348.000000 Penalty: 5728.656250
	Iteration 179Q: 3 clusters Score -1.600335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -16003348.000000 Penalty: 5728.656250
	Iteration 180F: 3 clusters Score -1.600335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -16003352.000000 Penalty: 5728.656250
	Iteration 181Q: 3 clusters Score -1.600335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -16003352.000000 Penalty: 5728.656250
	Iteration 182Q: 3 clusters Score -1.600335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -16003343.000000 Penalty: 5728.656250
	Iteration 183Q: 3 clusters Score -1.600334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -16003357.000000 Penalty: 5728.656250
	Iteration 184Q: 3 clusters Score -1.600336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -16003357.000000 Penalty: 5728.656250
	Iteration 185Q: 3 clusters Score -1.600336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -16003358.000000 Penalty: 5728.656250
	Iteration 186Q: 3 clusters Score -1.600336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -16003349.000000 Penalty: 5728.656250
	Iteration 187Q: 3 clusters Score -1.600335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -16003352.000000 Penalty: 5728.656250
	Iteration 188Q: 3 clusters Score -1.600335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -16003347.000000 Penalty: 5728.656250
	Iteration 189Q: 3 clusters Score -1.600335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 100129 members 
Entering Unmasked Estep 
Score: -16003348.000000 Penalty: 5728.656250
	Iteration 190Q: 3 clusters Score -1.600335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -16003355.000000 Penalty: 5728.656250
	Iteration 191Q: 3 clusters Score -1.600336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -16003362.000000 Penalty: 5728.656250
	Iteration 192Q: 3 clusters Score -1.600336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -16003355.000000 Penalty: 5728.656250
	Iteration 193Q: 3 clusters Score -1.600336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -16003351.000000 Penalty: 5728.656250
	Iteration 194Q: 3 clusters Score -1.600335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -16003346.000000 Penalty: 5728.656250
	Iteration 195Q: 3 clusters Score -1.600335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -16003350.000000 Penalty: 5728.656250
	Iteration 196Q: 3 clusters Score -1.600335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -16003349.000000 Penalty: 5728.656250
	Iteration 197Q: 3 clusters Score -1.600335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -16003354.000000 Penalty: 5728.656250
	Iteration 198Q: 3 clusters Score -1.600335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -16003354.000000 Penalty: 5728.656250
	Iteration 199F: 3 clusters Score -1.600335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -124403.187500 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -124403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -122580.453125 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -122580.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123027.296875 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -123027.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123213.906250 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -123213.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123334.804688 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -123334.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123401.265625 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -123401.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -123441.757812 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -123441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123464.585938 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -123464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -123478.789062 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -123478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123488.085938 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -123488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -123490.875000 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -123490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -123494.156250 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -123494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -123496.679688 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -123496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -123500.015625 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -123500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -123503.328125 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -123503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123506.859375 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -123506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123509.210938 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -123509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -123509.210938 Penalty: 3363.404785
	Iteration 16F: 3 clusters Score -123509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Entering Unmasked Estep 
Score: -14103135.000000 Penalty: 2834.742432
	Iteration 0F: 2 clusters Score -1.410314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -14041565.000000 Penalty: 5669.484863
	Iteration 0F: 3 clusters Score -1.404156e+07 nChanged 43461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -14066175.000000 Penalty: 5669.484863
	Iteration 1F: 3 clusters Score -1.406618e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -14066699.000000 Penalty: 5669.484863
	Iteration 2Q: 3 clusters Score -1.40667e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -14067292.000000 Penalty: 5669.484863
	Iteration 3Q: 3 clusters Score -1.406729e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -14067888.000000 Penalty: 5669.484863
	Iteration 4Q: 3 clusters Score -1.406789e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -14068555.000000 Penalty: 5669.484863
	Iteration 5Q: 3 clusters Score -1.406856e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -14069137.000000 Penalty: 5669.484863
	Iteration 6Q: 3 clusters Score -1.406914e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -14069755.000000 Penalty: 5669.484863
	Iteration 7Q: 3 clusters Score -1.406976e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -14070483.000000 Penalty: 5669.484863
	Iteration 8Q: 3 clusters Score -1.407048e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -14071210.000000 Penalty: 5669.484863
	Iteration 9Q: 3 clusters Score -1.407121e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -14072258.000000 Penalty: 5669.484863
	Iteration 10Q: 3 clusters Score -1.407226e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -14073692.000000 Penalty: 5669.484863
	Iteration 11Q: 3 clusters Score -1.407369e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -14075726.000000 Penalty: 5669.484863
	Iteration 12Q: 3 clusters Score -1.407573e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -14078698.000000 Penalty: 5669.484863
	Iteration 13Q: 3 clusters Score -1.40787e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -14082495.000000 Penalty: 5669.484863
	Iteration 14F: 3 clusters Score -1.40825e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -14086108.000000 Penalty: 5669.484863
	Iteration 15Q: 3 clusters Score -1.408611e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -14088397.000000 Penalty: 5669.484863
	Iteration 16Q: 3 clusters Score -1.40884e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -14089886.000000 Penalty: 5669.484863
	Iteration 17Q: 3 clusters Score -1.408989e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
Score: -14091214.000000 Penalty: 5669.484863
	Iteration 18Q: 3 clusters Score -1.409121e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -14092457.000000 Penalty: 5669.484863
	Iteration 19Q: 3 clusters Score -1.409246e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -14093885.000000 Penalty: 5669.484863
	Iteration 20F: 3 clusters Score -1.409388e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -14095310.000000 Penalty: 5669.484863
	Iteration 21Q: 3 clusters Score -1.409531e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -14096646.000000 Penalty: 5669.484863
	Iteration 22Q: 3 clusters Score -1.409665e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -14097824.000000 Penalty: 5669.484863
	Iteration 23Q: 3 clusters Score -1.409782e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -14098756.000000 Penalty: 5669.484863
	Iteration 24Q: 3 clusters Score -1.409876e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -14099419.000000 Penalty: 5669.484863
	Iteration 25Q: 3 clusters Score -1.409942e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -14099825.000000 Penalty: 5669.484863
	Iteration 26Q: 3 clusters Score -1.409982e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -14100130.000000 Penalty: 5669.484863
	Iteration 27Q: 3 clusters Score -1.410013e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -14100372.000000 Penalty: 5669.484863
	Iteration 28Q: 3 clusters Score -1.410037e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -14100490.000000 Penalty: 5669.484863
	Iteration 29Q: 3 clusters Score -1.410049e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -14100617.000000 Penalty: 5669.484863
	Iteration 30Q: 3 clusters Score -1.410062e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -14100681.000000 Penalty: 5669.484863
	Iteration 31Q: 3 clusters Score -1.410068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -14100754.000000 Penalty: 5669.484863
	Iteration 32Q: 3 clusters Score -1.410075e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -14100794.000000 Penalty: 5669.484863
	Iteration 33Q: 3 clusters Score -1.410079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -14100826.000000 Penalty: 5669.484863
	Iteration 34Q: 3 clusters Score -1.410083e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -14100839.000000 Penalty: 5669.484863
	Iteration 35Q: 3 clusters Score -1.410084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -14100840.000000 Penalty: 5669.484863
	Iteration 36Q: 3 clusters Score -1.410084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -14100841.000000 Penalty: 5669.484863
	Iteration 37Q: 3 clusters Score -1.410084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -14100856.000000 Penalty: 5669.484863
	Iteration 38Q: 3 clusters Score -1.410086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -14100858.000000 Penalty: 5669.484863
	Iteration 39Q: 3 clusters Score -1.410086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -14100852.000000 Penalty: 5669.484863
	Iteration 40F: 3 clusters Score -1.410085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -14100848.000000 Penalty: 5669.484863
	Iteration 41Q: 3 clusters Score -1.410085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -14100853.000000 Penalty: 5669.484863
	Iteration 42Q: 3 clusters Score -1.410085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -14100854.000000 Penalty: 5669.484863
	Iteration 43Q: 3 clusters Score -1.410085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -14100860.000000 Penalty: 5669.484863
	Iteration 44Q: 3 clusters Score -1.410086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -14100861.000000 Penalty: 5669.484863
	Iteration 45Q: 3 clusters Score -1.410086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -14100863.000000 Penalty: 5669.484863
	Iteration 46Q: 3 clusters Score -1.410086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -14100862.000000 Penalty: 5669.484863
	Iteration 47Q: 3 clusters Score -1.410086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -14100863.000000 Penalty: 5669.484863
	Iteration 48Q: 3 clusters Score -1.410086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -14100860.000000 Penalty: 5669.484863
	Iteration 49Q: 3 clusters Score -1.410086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -14100860.000000 Penalty: 5669.484863
	Iteration 50F: 3 clusters Score -1.410086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19116.988281 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19116.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19169.566406 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19169.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19174.621094 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19174.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19180.033203 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -19180.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19188.791016 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -19188.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19188.791016 Penalty: 2544.429688
	Iteration 5F: 3 clusters Score -19188.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -490313.500000 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -490313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -486837.343750 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -486837.3 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -487578.218750 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -487578.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -487819.031250 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -487819 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -488063.906250 Penalty: 4017.228516
	Iteration 3F: 3 clusters Score -488063.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -488244.031250 Penalty: 4017.228516
	Iteration 4F: 3 clusters Score -488244 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -488401.500000 Penalty: 4017.228516
	Iteration 5F: 3 clusters Score -488401.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -488534.281250 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -488534.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -488632.281250 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -488632.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -488694.312500 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -488694.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -488746.500000 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -488746.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -488791.750000 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -488791.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -488819.593750 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -488819.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -488840.062500 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -488840.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -488853.406250 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -488853.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -488861.187500 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -488861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -488868.625000 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -488868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -488876.812500 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -488876.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -488885.468750 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -488885.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -488897.937500 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -488897.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -488904.468750 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -488904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -488911.281250 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -488911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488913.187500 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -488913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -488914.343750 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -488914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -488915.593750 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -488915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -488917.937500 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -488917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -488917.937500 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -488917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -488920.468750 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -488920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -488921.437500 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -488921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -488921.281250 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -488921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -488922.781250 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -488922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -488923.750000 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -488923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -488926.312500 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -488926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -488928.781250 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -488928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -488929.156250 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -488929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -488931.031250 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -488931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -488930.750000 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -488930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -488932.437500 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -488932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -488933.437500 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -488933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -488935.468750 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -488935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -488936.343750 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -488936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -488937.218750 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -488937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -488939.875000 Penalty: 4017.228516
	Iteration 41Q: 3 clusters Score -488939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -488941.156250 Penalty: 4017.228516
	Iteration 42Q: 3 clusters Score -488941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -488941.687500 Penalty: 4017.228516
	Iteration 43Q: 3 clusters Score -488941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -488942.500000 Penalty: 4017.228516
	Iteration 44Q: 3 clusters Score -488942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -488942.687500 Penalty: 4017.228516
	Iteration 45Q: 3 clusters Score -488942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -488943.562500 Penalty: 4017.228516
	Iteration 46Q: 3 clusters Score -488943.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -488944.093750 Penalty: 4017.228516
	Iteration 47Q: 3 clusters Score -488944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -488944.468750 Penalty: 4017.228516
	Iteration 48Q: 3 clusters Score -488944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -488943.906250 Penalty: 4017.228516
	Iteration 49Q: 3 clusters Score -488943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -488943.906250 Penalty: 4017.228516
	Iteration 50F: 3 clusters Score -488943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Entering Unmasked Estep 
Score: -2645265.500000 Penalty: 2420.155762
	Iteration 0F: 2 clusters Score -2645266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2632917.750000 Penalty: 4840.311523
	Iteration 0F: 3 clusters Score -2632918 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2636978.250000 Penalty: 4840.311523
	Iteration 1F: 3 clusters Score -2636978 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2637410.750000 Penalty: 4840.311523
	Iteration 2F: 3 clusters Score -2637411 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2637792.500000 Penalty: 4840.311523
	Iteration 3F: 3 clusters Score -2637792 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2638204.000000 Penalty: 4840.311523
	Iteration 4Q: 3 clusters Score -2638204 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2638665.250000 Penalty: 4840.311523
	Iteration 5F: 3 clusters Score -2638665 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2639222.500000 Penalty: 4840.311523
	Iteration 6F: 3 clusters Score -2639222 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2639915.750000 Penalty: 4840.311523
	Iteration 7F: 3 clusters Score -2639916 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2640715.000000 Penalty: 4840.311523
	Iteration 8F: 3 clusters Score -2640715 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2641426.250000 Penalty: 4840.311523
	Iteration 9F: 3 clusters Score -2641426 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2641986.750000 Penalty: 4840.311523
	Iteration 10Q: 3 clusters Score -2641987 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2642414.750000 Penalty: 4840.311523
	Iteration 11Q: 3 clusters Score -2642415 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2642733.000000 Penalty: 4840.311523
	Iteration 12Q: 3 clusters Score -2642733 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2642915.750000 Penalty: 4840.311523
	Iteration 13Q: 3 clusters Score -2642916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2642996.000000 Penalty: 4840.311523
	Iteration 14Q: 3 clusters Score -2642996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2643049.500000 Penalty: 4840.311523
	Iteration 15Q: 3 clusters Score -2643050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2643079.750000 Penalty: 4840.311523
	Iteration 16Q: 3 clusters Score -2643080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2643107.250000 Penalty: 4840.311523
	Iteration 17Q: 3 clusters Score -2643107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2643135.750000 Penalty: 4840.311523
	Iteration 18Q: 3 clusters Score -2643136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2643152.000000 Penalty: 4840.311523
	Iteration 19Q: 3 clusters Score -2643152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2643156.750000 Penalty: 4840.311523
	Iteration 20F: 3 clusters Score -2643157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2643156.250000 Penalty: 4840.311523
	Iteration 21Q: 3 clusters Score -2643156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2643156.250000 Penalty: 4840.311523
	Iteration 22F: 3 clusters Score -2643156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -800512.812500 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -800512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -795712.312500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -795712.3 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -796993.875000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -796993.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -797370.812500 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -797370.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -797759.937500 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -797759.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -798151.687500 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -798151.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -798475.937500 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -798475.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -798722.625000 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -798722.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -798925.250000 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -798925.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -799097.812500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -799097.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -799251.937500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -799251.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -799368.750000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -799368.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -799472.625000 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -799472.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -799571.250000 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -799571.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -799636.375000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -799636.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -799681.812500 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -799681.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -799720.125000 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -799720.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -799743.500000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -799743.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -799758.500000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -799758.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -799761.500000 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -799761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -799762.812500 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -799762.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -799766.500000 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -799766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -799766.062500 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -799766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -799766.750000 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -799766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -799766.750000 Penalty: 4263.709961
	Iteration 23F: 3 clusters Score -799766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Entering Unmasked Estep 
Score: -1823755.125000 Penalty: 2331.990967
	Iteration 0F: 2 clusters Score -1823755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1814746.000000 Penalty: 4663.981934
	Iteration 0F: 3 clusters Score -1814746 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1817604.500000 Penalty: 4663.981934
	Iteration 1F: 3 clusters Score -1817604 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1818057.375000 Penalty: 4663.981934
	Iteration 2F: 3 clusters Score -1818057 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1818394.500000 Penalty: 4663.981934
	Iteration 3F: 3 clusters Score -1818394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1818678.500000 Penalty: 4663.981934
	Iteration 4Q: 3 clusters Score -1818678 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1818945 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1819174.375000 Penalty: 4663.981934
	Iteration 6Q: 3 clusters Score -1819174 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1819378 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1819598 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1819809.000000 Penalty: 4663.981934
	Iteration 9Q: 3 clusters Score -1819809 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1820000.250000 Penalty: 4663.981934
	Iteration 10Q: 3 clusters Score -1820000 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1820142.625000 Penalty: 4663.981934
	Iteration 11Q: 3 clusters Score -1820143 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1820256.625000 Penalty: 4663.981934
	Iteration 12Q: 3 clusters Score -1820257 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1820345.875000 Penalty: 4663.981934
	Iteration 13Q: 3 clusters Score -1820346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1820412.500000 Penalty: 4663.981934
	Iteration 14Q: 3 clusters Score -1820412 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1820479.375000 Penalty: 4663.981934
	Iteration 15Q: 3 clusters Score -1820479 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1820536.750000 Penalty: 4663.981934
	Iteration 16Q: 3 clusters Score -1820537 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1820584.625000 Penalty: 4663.981934
	Iteration 17Q: 3 clusters Score -1820585 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1820621.875000 Penalty: 4663.981934
	Iteration 18Q: 3 clusters Score -1820622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1820664.875000 Penalty: 4663.981934
	Iteration 19Q: 3 clusters Score -1820665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1820713.125000 Penalty: 4663.981934
	Iteration 20F: 3 clusters Score -1820713 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1820773.875000 Penalty: 4663.981934
	Iteration 21Q: 3 clusters Score -1820774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1820825.125000 Penalty: 4663.981934
	Iteration 22Q: 3 clusters Score -1820825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1820882.500000 Penalty: 4663.981934
	Iteration 23Q: 3 clusters Score -1820882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1820934.625000 Penalty: 4663.981934
	Iteration 24Q: 3 clusters Score -1820935 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1821007.500000 Penalty: 4663.981934
	Iteration 25Q: 3 clusters Score -1821008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1821073.750000 Penalty: 4663.981934
	Iteration 26Q: 3 clusters Score -1821074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1821125.250000 Penalty: 4663.981934
	Iteration 27Q: 3 clusters Score -1821125 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1821183 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1821229 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1821280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1821313.250000 Penalty: 4663.981934
	Iteration 31Q: 3 clusters Score -1821313 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1821346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1821375.875000 Penalty: 4663.981934
	Iteration 33Q: 3 clusters Score -1821376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1821402.250000 Penalty: 4663.981934
	Iteration 34Q: 3 clusters Score -1821402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1821416.625000 Penalty: 4663.981934
	Iteration 35Q: 3 clusters Score -1821417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1821430.500000 Penalty: 4663.981934
	Iteration 36Q: 3 clusters Score -1821430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1821437.625000 Penalty: 4663.981934
	Iteration 37Q: 3 clusters Score -1821438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1821440.875000 Penalty: 4663.981934
	Iteration 38Q: 3 clusters Score -1821441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1821444.625000 Penalty: 4663.981934
	Iteration 39Q: 3 clusters Score -1821445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1821458.250000 Penalty: 4663.981934
	Iteration 40F: 3 clusters Score -1821458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1821463.000000 Penalty: 4663.981934
	Iteration 41Q: 3 clusters Score -1821463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1821469.250000 Penalty: 4663.981934
	Iteration 42Q: 3 clusters Score -1821469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1821470.750000 Penalty: 4663.981934
	Iteration 43Q: 3 clusters Score -1821471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1821475.750000 Penalty: 4663.981934
	Iteration 44Q: 3 clusters Score -1821476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1821474.500000 Penalty: 4663.981934
	Iteration 45Q: 3 clusters Score -1821474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1821474.500000 Penalty: 4663.981934
	Iteration 46Q: 3 clusters Score -1821474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1821482.125000 Penalty: 4663.981934
	Iteration 47Q: 3 clusters Score -1821482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1821478.375000 Penalty: 4663.981934
	Iteration 48Q: 3 clusters Score -1821478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1821478.125000 Penalty: 4663.981934
	Iteration 49Q: 3 clusters Score -1821478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1821480.375000 Penalty: 4663.981934
	Iteration 50Q: 3 clusters Score -1821480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1821479.125000 Penalty: 4663.981934
	Iteration 51Q: 3 clusters Score -1821479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1821480.875000 Penalty: 4663.981934
	Iteration 52Q: 3 clusters Score -1821481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1821486.625000 Penalty: 4663.981934
	Iteration 53Q: 3 clusters Score -1821487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1821483.750000 Penalty: 4663.981934
	Iteration 54Q: 3 clusters Score -1821484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1821485.875000 Penalty: 4663.981934
	Iteration 55Q: 3 clusters Score -1821486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1821491.750000 Penalty: 4663.981934
	Iteration 56Q: 3 clusters Score -1821492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1821491.500000 Penalty: 4663.981934
	Iteration 57Q: 3 clusters Score -1821492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1821490.750000 Penalty: 4663.981934
	Iteration 58Q: 3 clusters Score -1821491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1821495.125000 Penalty: 4663.981934
	Iteration 59Q: 3 clusters Score -1821495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1821494.625000 Penalty: 4663.981934
	Iteration 60F: 3 clusters Score -1821495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1821496.375000 Penalty: 4663.981934
	Iteration 61Q: 3 clusters Score -1821496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1821494.250000 Penalty: 4663.981934
	Iteration 62Q: 3 clusters Score -1821494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1821501.625000 Penalty: 4663.981934
	Iteration 63Q: 3 clusters Score -1821502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1821505.125000 Penalty: 4663.981934
	Iteration 64Q: 3 clusters Score -1821505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1821504.375000 Penalty: 4663.981934
	Iteration 65Q: 3 clusters Score -1821504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1821510.250000 Penalty: 4663.981934
	Iteration 66Q: 3 clusters Score -1821510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1821511.375000 Penalty: 4663.981934
	Iteration 67Q: 3 clusters Score -1821511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1821513.750000 Penalty: 4663.981934
	Iteration 68Q: 3 clusters Score -1821514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1821517.750000 Penalty: 4663.981934
	Iteration 69Q: 3 clusters Score -1821518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1821525.250000 Penalty: 4663.981934
	Iteration 70Q: 3 clusters Score -1821525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1821533.625000 Penalty: 4663.981934
	Iteration 71Q: 3 clusters Score -1821534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1821538.250000 Penalty: 4663.981934
	Iteration 72Q: 3 clusters Score -1821538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1821540.000000 Penalty: 4663.981934
	Iteration 73Q: 3 clusters Score -1821540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1821550.250000 Penalty: 4663.981934
	Iteration 74Q: 3 clusters Score -1821550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1821552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1821560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1821570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1821571.750000 Penalty: 4663.981934
	Iteration 78Q: 3 clusters Score -1821572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1821580.875000 Penalty: 4663.981934
	Iteration 79Q: 3 clusters Score -1821581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1821582.500000 Penalty: 4663.981934
	Iteration 80F: 3 clusters Score -1821582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1821588.000000 Penalty: 4663.981934
	Iteration 81Q: 3 clusters Score -1821588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1821590 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1821593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1821596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1821600.750000 Penalty: 4663.981934
	Iteration 85Q: 3 clusters Score -1821601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1821608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1821614.625000 Penalty: 4663.981934
	Iteration 87Q: 3 clusters Score -1821615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1821616.875000 Penalty: 4663.981934
	Iteration 88Q: 3 clusters Score -1821617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1821613.125000 Penalty: 4663.981934
	Iteration 89Q: 3 clusters Score -1821613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1821617.500000 Penalty: 4663.981934
	Iteration 90Q: 3 clusters Score -1821618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 7668 members 
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	Iteration 178Q: 3 clusters Score -1821979 nChanged 12
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	Iteration 184Q: 3 clusters Score -1821991 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1821999.250000 Penalty: 4663.981934
	Iteration 186Q: 3 clusters Score -1821999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1822002.875000 Penalty: 4663.981934
	Iteration 187Q: 3 clusters Score -1822003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1822002.125000 Penalty: 4663.981934
	Iteration 188Q: 3 clusters Score -1822002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1822007.625000 Penalty: 4663.981934
	Iteration 189Q: 3 clusters Score -1822008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1822012.250000 Penalty: 4663.981934
	Iteration 190Q: 3 clusters Score -1822012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1822011.250000 Penalty: 4663.981934
	Iteration 191Q: 3 clusters Score -1822011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1822014.000000 Penalty: 4663.981934
	Iteration 192Q: 3 clusters Score -1822014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1822019.000000 Penalty: 4663.981934
	Iteration 193Q: 3 clusters Score -1822019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1822016.250000 Penalty: 4663.981934
	Iteration 194Q: 3 clusters Score -1822016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1822017.000000 Penalty: 4663.981934
	Iteration 195Q: 3 clusters Score -1822017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1822016.500000 Penalty: 4663.981934
	Iteration 196Q: 3 clusters Score -1822016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1822019.750000 Penalty: 4663.981934
	Iteration 197Q: 3 clusters Score -1822020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1822020.000000 Penalty: 4663.981934
	Iteration 198Q: 3 clusters Score -1822020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1822018.500000 Penalty: 4663.981934
	Iteration 199Q: 3 clusters Score -1822018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1822020.125000 Penalty: 4663.981934
	Iteration 200F: 3 clusters Score -1822020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1822021.500000 Penalty: 4663.981934
	Iteration 201Q: 3 clusters Score -1822022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1822020.750000 Penalty: 4663.981934
	Iteration 202Q: 3 clusters Score -1822021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1822020.750000 Penalty: 4663.981934
	Iteration 203F: 3 clusters Score -1822021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Entering Unmasked Estep 
Score: -3990165.500000 Penalty: 2524.249756
	Iteration 0F: 2 clusters Score -3990166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3971956.500000 Penalty: 5048.499512
	Iteration 0F: 3 clusters Score -3971956 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3978617.250000 Penalty: 5048.499512
	Iteration 1F: 3 clusters Score -3978617 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3979267.000000 Penalty: 5048.499512
	Iteration 2F: 3 clusters Score -3979267 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3979821.750000 Penalty: 5048.499512
	Iteration 3F: 3 clusters Score -3979822 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3980377.250000 Penalty: 5048.499512
	Iteration 4Q: 3 clusters Score -3980377 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3980970.000000 Penalty: 5048.499512
	Iteration 5Q: 3 clusters Score -3980970 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3981580.000000 Penalty: 5048.499512
	Iteration 6Q: 3 clusters Score -3981580 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3982132.500000 Penalty: 5048.499512
	Iteration 7Q: 3 clusters Score -3982132 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3982586.000000 Penalty: 5048.499512
	Iteration 8Q: 3 clusters Score -3982586 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3983014.000000 Penalty: 5048.499512
	Iteration 9Q: 3 clusters Score -3983014 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3983458.500000 Penalty: 5048.499512
	Iteration 10Q: 3 clusters Score -3983458 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3983856.500000 Penalty: 5048.499512
	Iteration 11Q: 3 clusters Score -3983856 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3984330.250000 Penalty: 5048.499512
	Iteration 12Q: 3 clusters Score -3984330 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3984860.750000 Penalty: 5048.499512
	Iteration 13Q: 3 clusters Score -3984861 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -3985404.000000 Penalty: 5048.499512
	Iteration 14Q: 3 clusters Score -3985404 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3985880.250000 Penalty: 5048.499512
	Iteration 15Q: 3 clusters Score -3985880 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3986216.000000 Penalty: 5048.499512
	Iteration 16Q: 3 clusters Score -3986216 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3986428.750000 Penalty: 5048.499512
	Iteration 17Q: 3 clusters Score -3986429 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3986590.250000 Penalty: 5048.499512
	Iteration 18Q: 3 clusters Score -3986590 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3986707.250000 Penalty: 5048.499512
	Iteration 19Q: 3 clusters Score -3986707 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3986799.750000 Penalty: 5048.499512
	Iteration 20F: 3 clusters Score -3986800 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3986897.500000 Penalty: 5048.499512
	Iteration 21Q: 3 clusters Score -3986898 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3986986.750000 Penalty: 5048.499512
	Iteration 22Q: 3 clusters Score -3986987 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3987041.750000 Penalty: 5048.499512
	Iteration 23Q: 3 clusters Score -3987042 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3987093.750000 Penalty: 5048.499512
	Iteration 24Q: 3 clusters Score -3987094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3987144.250000 Penalty: 5048.499512
	Iteration 25Q: 3 clusters Score -3987144 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3987187.250000 Penalty: 5048.499512
	Iteration 26Q: 3 clusters Score -3987187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3987210.750000 Penalty: 5048.499512
	Iteration 27Q: 3 clusters Score -3987211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3987219.500000 Penalty: 5048.499512
	Iteration 28Q: 3 clusters Score -3987220 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3987228.500000 Penalty: 5048.499512
	Iteration 29Q: 3 clusters Score -3987228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3987248.500000 Penalty: 5048.499512
	Iteration 30Q: 3 clusters Score -3987248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3987257.250000 Penalty: 5048.499512
	Iteration 31Q: 3 clusters Score -3987257 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3987275.500000 Penalty: 5048.499512
	Iteration 32Q: 3 clusters Score -3987276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3987279.500000 Penalty: 5048.499512
	Iteration 33Q: 3 clusters Score -3987280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3987281.500000 Penalty: 5048.499512
	Iteration 34Q: 3 clusters Score -3987282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3987286.750000 Penalty: 5048.499512
	Iteration 35Q: 3 clusters Score -3987287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3987289.500000 Penalty: 5048.499512
	Iteration 36Q: 3 clusters Score -3987290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3987293.750000 Penalty: 5048.499512
	Iteration 37Q: 3 clusters Score -3987294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3987300.500000 Penalty: 5048.499512
	Iteration 38Q: 3 clusters Score -3987300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3987293.250000 Penalty: 5048.499512
	Iteration 39Q: 3 clusters Score -3987293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3987294.750000 Penalty: 5048.499512
	Iteration 40F: 3 clusters Score -3987295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3987294.250000 Penalty: 5048.499512
	Iteration 41Q: 3 clusters Score -3987294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3987294.250000 Penalty: 5048.499512
	Iteration 42Q: 3 clusters Score -3987294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3987293.250000 Penalty: 5048.499512
	Iteration 43Q: 3 clusters Score -3987293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3987293.000000 Penalty: 5048.499512
	Iteration 44Q: 3 clusters Score -3987293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3987296.750000 Penalty: 5048.499512
	Iteration 45Q: 3 clusters Score -3987297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3987295.250000 Penalty: 5048.499512
	Iteration 46Q: 3 clusters Score -3987295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3987303.250000 Penalty: 5048.499512
	Iteration 47Q: 3 clusters Score -3987303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3987301.000000 Penalty: 5048.499512
	Iteration 48Q: 3 clusters Score -3987301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3987303.000000 Penalty: 5048.499512
	Iteration 49Q: 3 clusters Score -3987303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3987303.250000 Penalty: 5048.499512
	Iteration 50Q: 3 clusters Score -3987303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3987302.000000 Penalty: 5048.499512
	Iteration 51Q: 3 clusters Score -3987302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3987302.000000 Penalty: 5048.499512
	Iteration 52F: 3 clusters Score -3987302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Entering Unmasked Estep 
Score: -3180410.500000 Penalty: 2479.340820
	Iteration 0F: 2 clusters Score -3180410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3165149.000000 Penalty: 4958.681641
	Iteration 0F: 3 clusters Score -3165149 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3170379.500000 Penalty: 4958.681641
	Iteration 1F: 3 clusters Score -3170380 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3170978.000000 Penalty: 4958.681641
	Iteration 2F: 3 clusters Score -3170978 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3171537.250000 Penalty: 4958.681641
	Iteration 3F: 3 clusters Score -3171537 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3172097.000000 Penalty: 4958.681641
	Iteration 4F: 3 clusters Score -3172097 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3172615.000000 Penalty: 4958.681641
	Iteration 5Q: 3 clusters Score -3172615 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3173204.750000 Penalty: 4958.681641
	Iteration 6Q: 3 clusters Score -3173205 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3173757.750000 Penalty: 4958.681641
	Iteration 7Q: 3 clusters Score -3173758 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3174253.500000 Penalty: 4958.681641
	Iteration 8Q: 3 clusters Score -3174254 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3174693.250000 Penalty: 4958.681641
	Iteration 9Q: 3 clusters Score -3174693 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3175069.000000 Penalty: 4958.681641
	Iteration 10Q: 3 clusters Score -3175069 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3175395.500000 Penalty: 4958.681641
	Iteration 11Q: 3 clusters Score -3175396 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3175701.750000 Penalty: 4958.681641
	Iteration 12Q: 3 clusters Score -3175702 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3175980.500000 Penalty: 4958.681641
	Iteration 13Q: 3 clusters Score -3175980 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3176285.000000 Penalty: 4958.681641
	Iteration 14Q: 3 clusters Score -3176285 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3176497.000000 Penalty: 4958.681641
	Iteration 15Q: 3 clusters Score -3176497 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3176642.500000 Penalty: 4958.681641
	Iteration 16Q: 3 clusters Score -3176642 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3176741.500000 Penalty: 4958.681641
	Iteration 17Q: 3 clusters Score -3176742 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3176813.750000 Penalty: 4958.681641
	Iteration 18Q: 3 clusters Score -3176814 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3176871.000000 Penalty: 4958.681641
	Iteration 19Q: 3 clusters Score -3176871 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3176909.000000 Penalty: 4958.681641
	Iteration 20F: 3 clusters Score -3176909 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3176927.000000 Penalty: 4958.681641
	Iteration 21Q: 3 clusters Score -3176927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3176957.250000 Penalty: 4958.681641
	Iteration 22Q: 3 clusters Score -3176957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3176987.500000 Penalty: 4958.681641
	Iteration 23Q: 3 clusters Score -3176988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3177007.750000 Penalty: 4958.681641
	Iteration 24Q: 3 clusters Score -3177008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3177028.000000 Penalty: 4958.681641
	Iteration 25Q: 3 clusters Score -3177028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3177043.250000 Penalty: 4958.681641
	Iteration 26Q: 3 clusters Score -3177043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3177063.250000 Penalty: 4958.681641
	Iteration 27Q: 3 clusters Score -3177063 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3177068.500000 Penalty: 4958.681641
	Iteration 28Q: 3 clusters Score -3177068 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3177082.250000 Penalty: 4958.681641
	Iteration 29Q: 3 clusters Score -3177082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3177101.750000 Penalty: 4958.681641
	Iteration 30Q: 3 clusters Score -3177102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3177122.250000 Penalty: 4958.681641
	Iteration 31Q: 3 clusters Score -3177122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3177135.250000 Penalty: 4958.681641
	Iteration 32Q: 3 clusters Score -3177135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3177149.500000 Penalty: 4958.681641
	Iteration 33Q: 3 clusters Score -3177150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -3177176.500000 Penalty: 4958.681641
	Iteration 34Q: 3 clusters Score -3177176 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3177188.750000 Penalty: 4958.681641
	Iteration 35Q: 3 clusters Score -3177189 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3177203.250000 Penalty: 4958.681641
	Iteration 36Q: 3 clusters Score -3177203 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3177222.250000 Penalty: 4958.681641
	Iteration 37Q: 3 clusters Score -3177222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3177230.500000 Penalty: 4958.681641
	Iteration 38Q: 3 clusters Score -3177230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3177267.750000 Penalty: 4958.681641
	Iteration 39Q: 3 clusters Score -3177268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3177272.250000 Penalty: 4958.681641
	Iteration 40F: 3 clusters Score -3177272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3177310.000000 Penalty: 4958.681641
	Iteration 41Q: 3 clusters Score -3177310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3177339.250000 Penalty: 4958.681641
	Iteration 42Q: 3 clusters Score -3177339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3177365.000000 Penalty: 4958.681641
	Iteration 43Q: 3 clusters Score -3177365 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3177380.250000 Penalty: 4958.681641
	Iteration 44Q: 3 clusters Score -3177380 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3177395.000000 Penalty: 4958.681641
	Iteration 45Q: 3 clusters Score -3177395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3177412.750000 Penalty: 4958.681641
	Iteration 46Q: 3 clusters Score -3177413 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3177433.750000 Penalty: 4958.681641
	Iteration 47Q: 3 clusters Score -3177434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3177477.500000 Penalty: 4958.681641
	Iteration 48Q: 3 clusters Score -3177478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3177505.000000 Penalty: 4958.681641
	Iteration 49Q: 3 clusters Score -3177505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3177524.250000 Penalty: 4958.681641
	Iteration 50Q: 3 clusters Score -3177524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3177555.000000 Penalty: 4958.681641
	Iteration 51Q: 3 clusters Score -3177555 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3177581.250000 Penalty: 4958.681641
	Iteration 52Q: 3 clusters Score -3177581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3177632.250000 Penalty: 4958.681641
	Iteration 53Q: 3 clusters Score -3177632 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3177666.250000 Penalty: 4958.681641
	Iteration 54Q: 3 clusters Score -3177666 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3177729.250000 Penalty: 4958.681641
	Iteration 55Q: 3 clusters Score -3177729 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3177774.250000 Penalty: 4958.681641
	Iteration 56Q: 3 clusters Score -3177774 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3177829.000000 Penalty: 4958.681641
	Iteration 57Q: 3 clusters Score -3177829 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3177866.000000 Penalty: 4958.681641
	Iteration 58Q: 3 clusters Score -3177866 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3177923.000000 Penalty: 4958.681641
	Iteration 59Q: 3 clusters Score -3177923 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3177995.000000 Penalty: 4958.681641
	Iteration 60F: 3 clusters Score -3177995 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3178028.250000 Penalty: 4958.681641
	Iteration 61Q: 3 clusters Score -3178028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3178081.750000 Penalty: 4958.681641
	Iteration 62Q: 3 clusters Score -3178082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3178135.250000 Penalty: 4958.681641
	Iteration 63Q: 3 clusters Score -3178135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3178180.250000 Penalty: 4958.681641
	Iteration 64Q: 3 clusters Score -3178180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3178222.750000 Penalty: 4958.681641
	Iteration 65Q: 3 clusters Score -3178223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3178267.500000 Penalty: 4958.681641
	Iteration 66Q: 3 clusters Score -3178268 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3178316.500000 Penalty: 4958.681641
	Iteration 67Q: 3 clusters Score -3178316 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3178375.000000 Penalty: 4958.681641
	Iteration 68Q: 3 clusters Score -3178375 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3178413.000000 Penalty: 4958.681641
	Iteration 69Q: 3 clusters Score -3178413 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3178465.500000 Penalty: 4958.681641
	Iteration 70Q: 3 clusters Score -3178466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3178510.000000 Penalty: 4958.681641
	Iteration 71Q: 3 clusters Score -3178510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3178561.750000 Penalty: 4958.681641
	Iteration 72Q: 3 clusters Score -3178562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3178608.000000 Penalty: 4958.681641
	Iteration 73Q: 3 clusters Score -3178608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3178659.000000 Penalty: 4958.681641
	Iteration 74Q: 3 clusters Score -3178659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3178703.500000 Penalty: 4958.681641
	Iteration 75Q: 3 clusters Score -3178704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3178753.250000 Penalty: 4958.681641
	Iteration 76Q: 3 clusters Score -3178753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3178796.250000 Penalty: 4958.681641
	Iteration 77Q: 3 clusters Score -3178796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3178845.500000 Penalty: 4958.681641
	Iteration 78Q: 3 clusters Score -3178846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3178866.000000 Penalty: 4958.681641
	Iteration 79Q: 3 clusters Score -3178866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3178894.750000 Penalty: 4958.681641
	Iteration 80F: 3 clusters Score -3178895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3178914.250000 Penalty: 4958.681641
	Iteration 81Q: 3 clusters Score -3178914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3178924.500000 Penalty: 4958.681641
	Iteration 82Q: 3 clusters Score -3178924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3178939.750000 Penalty: 4958.681641
	Iteration 83Q: 3 clusters Score -3178940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3178960.000000 Penalty: 4958.681641
	Iteration 84Q: 3 clusters Score -3178960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3178989.500000 Penalty: 4958.681641
	Iteration 85Q: 3 clusters Score -3178990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3179010.250000 Penalty: 4958.681641
	Iteration 86Q: 3 clusters Score -3179010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3179015.750000 Penalty: 4958.681641
	Iteration 87Q: 3 clusters Score -3179016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3179038.750000 Penalty: 4958.681641
	Iteration 88Q: 3 clusters Score -3179039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3179047.750000 Penalty: 4958.681641
	Iteration 89Q: 3 clusters Score -3179048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3179064.000000 Penalty: 4958.681641
	Iteration 90Q: 3 clusters Score -3179064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3179068.000000 Penalty: 4958.681641
	Iteration 91Q: 3 clusters Score -3179068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3179078.000000 Penalty: 4958.681641
	Iteration 92Q: 3 clusters Score -3179078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3179086.250000 Penalty: 4958.681641
	Iteration 93Q: 3 clusters Score -3179086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3179083.250000 Penalty: 4958.681641
	Iteration 94Q: 3 clusters Score -3179083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3179090.750000 Penalty: 4958.681641
	Iteration 95Q: 3 clusters Score -3179091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3179088.500000 Penalty: 4958.681641
	Iteration 96Q: 3 clusters Score -3179088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3179089.250000 Penalty: 4958.681641
	Iteration 97Q: 3 clusters Score -3179089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3179084.250000 Penalty: 4958.681641
	Iteration 98Q: 3 clusters Score -3179084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3179086.000000 Penalty: 4958.681641
	Iteration 99Q: 3 clusters Score -3179086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3179084.000000 Penalty: 4958.681641
	Iteration 100F: 3 clusters Score -3179084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3179085.500000 Penalty: 4958.681641
	Iteration 101Q: 3 clusters Score -3179086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3179085.000000 Penalty: 4958.681641
	Iteration 102Q: 3 clusters Score -3179085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3179087.250000 Penalty: 4958.681641
	Iteration 103Q: 3 clusters Score -3179087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3179082.750000 Penalty: 4958.681641
	Iteration 104Q: 3 clusters Score -3179083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3179080.500000 Penalty: 4958.681641
	Iteration 105Q: 3 clusters Score -3179080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3179081.500000 Penalty: 4958.681641
	Iteration 106Q: 3 clusters Score -3179082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3179081.500000 Penalty: 4958.681641
	Iteration 107F: 3 clusters Score -3179082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20999.677734 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -20999.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21073.582031 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21073.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21106.589844 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21106.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21127.906250 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21127.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21167.406250 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -21167.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21181.490234 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -21181.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21207.289062 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21207.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21220.689453 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -21220.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21234.972656 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -21234.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21239.318359 Penalty: 2625.479248
	Iteration 9Q: 3 clusters Score -21239.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21246.710938 Penalty: 2625.479248
	Iteration 10Q: 3 clusters Score -21246.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21246.710938 Penalty: 2625.479248
	Iteration 11F: 3 clusters Score -21246.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Entering Unmasked Estep 
Score: -2272676.000000 Penalty: 2404.219238
	Iteration 0F: 2 clusters Score -2272676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2261001.250000 Penalty: 4808.438477
	Iteration 0F: 3 clusters Score -2261001 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2265013.750000 Penalty: 4808.438477
	Iteration 1F: 3 clusters Score -2265014 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2265655.500000 Penalty: 4808.438477
	Iteration 2F: 3 clusters Score -2265656 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2266415.250000 Penalty: 4808.438477
	Iteration 3F: 3 clusters Score -2266415 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2267252.000000 Penalty: 4808.438477
	Iteration 4F: 3 clusters Score -2267252 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2268150.750000 Penalty: 4808.438477
	Iteration 5F: 3 clusters Score -2268151 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2268982.500000 Penalty: 4808.438477
	Iteration 6F: 3 clusters Score -2268982 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2269561.750000 Penalty: 4808.438477
	Iteration 7F: 3 clusters Score -2269562 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2269972.750000 Penalty: 4808.438477
	Iteration 8Q: 3 clusters Score -2269973 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2270240.500000 Penalty: 4808.438477
	Iteration 9Q: 3 clusters Score -2270240 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2270400.250000 Penalty: 4808.438477
	Iteration 10Q: 3 clusters Score -2270400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2270485.250000 Penalty: 4808.438477
	Iteration 11Q: 3 clusters Score -2270485 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2270546.750000 Penalty: 4808.438477
	Iteration 12Q: 3 clusters Score -2270547 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2270579.000000 Penalty: 4808.438477
	Iteration 13Q: 3 clusters Score -2270579 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2270600.000000 Penalty: 4808.438477
	Iteration 14Q: 3 clusters Score -2270600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2270624.250000 Penalty: 4808.438477
	Iteration 15Q: 3 clusters Score -2270624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2270636.250000 Penalty: 4808.438477
	Iteration 16Q: 3 clusters Score -2270636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2270652.500000 Penalty: 4808.438477
	Iteration 17Q: 3 clusters Score -2270652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2270665.750000 Penalty: 4808.438477
	Iteration 18Q: 3 clusters Score -2270666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2270682.500000 Penalty: 4808.438477
	Iteration 19Q: 3 clusters Score -2270682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2270690.750000 Penalty: 4808.438477
	Iteration 20F: 3 clusters Score -2270691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2270698.000000 Penalty: 4808.438477
	Iteration 21Q: 3 clusters Score -2270698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2270717.250000 Penalty: 4808.438477
	Iteration 22Q: 3 clusters Score -2270717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2270716.250000 Penalty: 4808.438477
	Iteration 23Q: 3 clusters Score -2270716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2270728.750000 Penalty: 4808.438477
	Iteration 24Q: 3 clusters Score -2270729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2270737.000000 Penalty: 4808.438477
	Iteration 25Q: 3 clusters Score -2270737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2270745.000000 Penalty: 4808.438477
	Iteration 26Q: 3 clusters Score -2270745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2270744.500000 Penalty: 4808.438477
	Iteration 27Q: 3 clusters Score -2270744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2270751.500000 Penalty: 4808.438477
	Iteration 28Q: 3 clusters Score -2270752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2270750.000000 Penalty: 4808.438477
	Iteration 29Q: 3 clusters Score -2270750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2270751.000000 Penalty: 4808.438477
	Iteration 30Q: 3 clusters Score -2270751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2270759.250000 Penalty: 4808.438477
	Iteration 31Q: 3 clusters Score -2270759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2270758.250000 Penalty: 4808.438477
	Iteration 32Q: 3 clusters Score -2270758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2270753.500000 Penalty: 4808.438477
	Iteration 33Q: 3 clusters Score -2270754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2270758.250000 Penalty: 4808.438477
	Iteration 34Q: 3 clusters Score -2270758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2270759.750000 Penalty: 4808.438477
	Iteration 35Q: 3 clusters Score -2270760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2270755.250000 Penalty: 4808.438477
	Iteration 36Q: 3 clusters Score -2270755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2270754.500000 Penalty: 4808.438477
	Iteration 37Q: 3 clusters Score -2270754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2270759.250000 Penalty: 4808.438477
	Iteration 38Q: 3 clusters Score -2270759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2270759.250000 Penalty: 4808.438477
	Iteration 39Q: 3 clusters Score -2270759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2270757.250000 Penalty: 4808.438477
	Iteration 40F: 3 clusters Score -2270757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2270756.500000 Penalty: 4808.438477
	Iteration 41Q: 3 clusters Score -2270756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2270756.500000 Penalty: 4808.438477
	Iteration 42F: 3 clusters Score -2270756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -2346340.500000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -2346340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2335259.500000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -2335260 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2338842.500000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -2338842 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2339293.250000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -2339293 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2339742.000000 Penalty: 4782.686035
	Iteration 3F: 3 clusters Score -2339742 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2340196.750000 Penalty: 4782.686035
	Iteration 4F: 3 clusters Score -2340197 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2340647.250000 Penalty: 4782.686035
	Iteration 5F: 3 clusters Score -2340647 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2341128.500000 Penalty: 4782.686035
	Iteration 6F: 3 clusters Score -2341128 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2341631.250000 Penalty: 4782.686035
	Iteration 7F: 3 clusters Score -2341631 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2342091.750000 Penalty: 4782.686035
	Iteration 8F: 3 clusters Score -2342092 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2342470.250000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -2342470 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2342798.500000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -2342798 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2343023.500000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -2343024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2343187.250000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -2343187 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2343320.500000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -2343320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2343394.250000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -2343394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2343467.500000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -2343468 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2343510.750000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -2343511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2343557.500000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -2343558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2343596.750000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -2343597 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2343625.000000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -2343625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2343660.500000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -2343660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2343693.750000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -2343694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2343758.250000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -2343758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2343816.500000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -2343816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2343880.500000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -2343880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2343934.250000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -2343934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2343994.750000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -2343995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2344047.500000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -2344048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2344101.000000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -2344101 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2344149.250000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -2344149 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2344214.500000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -2344214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2344286.750000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -2344287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2344339.500000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -2344340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2344394.500000 Penalty: 4782.686035
	Iteration 33Q: 3 clusters Score -2344394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2344425.750000 Penalty: 4782.686035
	Iteration 34Q: 3 clusters Score -2344426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2344466.500000 Penalty: 4782.686035
	Iteration 35Q: 3 clusters Score -2344466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2344497.000000 Penalty: 4782.686035
	Iteration 36Q: 3 clusters Score -2344497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2344537.500000 Penalty: 4782.686035
	Iteration 37Q: 3 clusters Score -2344538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2344563.000000 Penalty: 4782.686035
	Iteration 38Q: 3 clusters Score -2344563 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2344590.750000 Penalty: 4782.686035
	Iteration 39Q: 3 clusters Score -2344591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2344608.250000 Penalty: 4782.686035
	Iteration 40F: 3 clusters Score -2344608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2344626.750000 Penalty: 4782.686035
	Iteration 41Q: 3 clusters Score -2344627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2344637.750000 Penalty: 4782.686035
	Iteration 42Q: 3 clusters Score -2344638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2344652.250000 Penalty: 4782.686035
	Iteration 43Q: 3 clusters Score -2344652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2344667.750000 Penalty: 4782.686035
	Iteration 44Q: 3 clusters Score -2344668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2344683.250000 Penalty: 4782.686035
	Iteration 45Q: 3 clusters Score -2344683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2344690.250000 Penalty: 4782.686035
	Iteration 46Q: 3 clusters Score -2344690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2344705.500000 Penalty: 4782.686035
	Iteration 47Q: 3 clusters Score -2344706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2344717.500000 Penalty: 4782.686035
	Iteration 48Q: 3 clusters Score -2344718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2344725.250000 Penalty: 4782.686035
	Iteration 49Q: 3 clusters Score -2344725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2344736.500000 Penalty: 4782.686035
	Iteration 50Q: 3 clusters Score -2344736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2344745.000000 Penalty: 4782.686035
	Iteration 51Q: 3 clusters Score -2344745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2344751.250000 Penalty: 4782.686035
	Iteration 52Q: 3 clusters Score -2344751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2344756.250000 Penalty: 4782.686035
	Iteration 53Q: 3 clusters Score -2344756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2344761.750000 Penalty: 4782.686035
	Iteration 54Q: 3 clusters Score -2344762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2344768.250000 Penalty: 4782.686035
	Iteration 55Q: 3 clusters Score -2344768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2344778.250000 Penalty: 4782.686035
	Iteration 56Q: 3 clusters Score -2344778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2344786.750000 Penalty: 4782.686035
	Iteration 57Q: 3 clusters Score -2344787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2344805.500000 Penalty: 4782.686035
	Iteration 58Q: 3 clusters Score -2344806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2344813.750000 Penalty: 4782.686035
	Iteration 59Q: 3 clusters Score -2344814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2344824.000000 Penalty: 4782.686035
	Iteration 60F: 3 clusters Score -2344824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2344843.250000 Penalty: 4782.686035
	Iteration 61Q: 3 clusters Score -2344843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2344854.500000 Penalty: 4782.686035
	Iteration 62Q: 3 clusters Score -2344854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2344875.000000 Penalty: 4782.686035
	Iteration 63Q: 3 clusters Score -2344875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2344908.500000 Penalty: 4782.686035
	Iteration 64Q: 3 clusters Score -2344908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2344932.500000 Penalty: 4782.686035
	Iteration 65Q: 3 clusters Score -2344932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2344952.000000 Penalty: 4782.686035
	Iteration 66Q: 3 clusters Score -2344952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2344995.250000 Penalty: 4782.686035
	Iteration 67Q: 3 clusters Score -2344995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2345069.250000 Penalty: 4782.686035
	Iteration 68Q: 3 clusters Score -2345069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2345153.500000 Penalty: 4782.686035
	Iteration 69Q: 3 clusters Score -2345154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2345303.500000 Penalty: 4782.686035
	Iteration 70Q: 3 clusters Score -2345304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2345453.750000 Penalty: 4782.686035
	Iteration 71Q: 3 clusters Score -2345454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2345525.750000 Penalty: 4782.686035
	Iteration 72Q: 3 clusters Score -2345526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2345542.000000 Penalty: 4782.686035
	Iteration 73Q: 3 clusters Score -2345542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2345564.250000 Penalty: 4782.686035
	Iteration 74Q: 3 clusters Score -2345564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2345573.750000 Penalty: 4782.686035
	Iteration 75Q: 3 clusters Score -2345574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2345574.500000 Penalty: 4782.686035
	Iteration 76Q: 3 clusters Score -2345574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2345578.000000 Penalty: 4782.686035
	Iteration 77Q: 3 clusters Score -2345578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2345577.000000 Penalty: 4782.686035
	Iteration 78Q: 3 clusters Score -2345577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2345579.750000 Penalty: 4782.686035
	Iteration 79Q: 3 clusters Score -2345580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2345581.500000 Penalty: 4782.686035
	Iteration 80F: 3 clusters Score -2345582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2345583.000000 Penalty: 4782.686035
	Iteration 81Q: 3 clusters Score -2345583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2345583.000000 Penalty: 4782.686035
	Iteration 82Q: 3 clusters Score -2345583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2345583.250000 Penalty: 4782.686035
	Iteration 83Q: 3 clusters Score -2345583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2345581.750000 Penalty: 4782.686035
	Iteration 84Q: 3 clusters Score -2345582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2345583.250000 Penalty: 4782.686035
	Iteration 85Q: 3 clusters Score -2345583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2345583.750000 Penalty: 4782.686035
	Iteration 86Q: 3 clusters Score -2345584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2345583.750000 Penalty: 4782.686035
	Iteration 87F: 3 clusters Score -2345584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -361250.000000 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -361250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -358193.906250 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -358193.9 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -358778.906250 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -358778.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -358961.281250 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -358961.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -359102.281250 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -359102.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -359187.062500 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -359187.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -359252.937500 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -359252.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -359302.250000 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -359302.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -359368.156250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -359368.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -359439.437500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -359439.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -359511.937500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -359511.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -359579.500000 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -359579.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -359625.687500 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -359625.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -359669.406250 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -359669.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -359707.343750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -359707.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -359754.937500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -359754.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -359792.468750 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -359792.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -359815.093750 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -359815.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -359826.187500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -359826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -359834.437500 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -359834.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -359842.875000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -359842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -359850.031250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -359850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -359858.406250 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -359858.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -359863.343750 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -359863.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -359869.875000 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -359869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -359874.125000 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -359874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -359878.000000 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -359878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -359887.156250 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -359887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359911.625000 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -359911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359936.562500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -359936.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -359954.156250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -359954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359964.718750 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -359964.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -359974.687500 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -359974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -359982.687500 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -359982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -359991.312500 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -359991.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -360002.281250 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -360002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -360007.625000 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -360007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360010.281250 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -360010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -360011.500000 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -360011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360013.625000 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -360013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -360015.062500 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -360015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360016.843750 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -360016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -360017.062500 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -360017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360019.343750 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -360019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360019.906250 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -360019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360021.125000 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -360021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360022.843750 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -360022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360025.218750 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -360025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -360027.156250 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -360027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -360028.718750 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -360028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360028.781250 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -360028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -360030.625000 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -360030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -360032.125000 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -360032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -360032.750000 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -360032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360034.281250 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -360034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -360035.937500 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -360035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360036.437500 Penalty: 3894.424072
	Iteration 55Q: 3 clusters Score -360036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360038.750000 Penalty: 3894.424072
	Iteration 56Q: 3 clusters Score -360038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360044.000000 Penalty: 3894.424072
	Iteration 57Q: 3 clusters Score -360044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360049.656250 Penalty: 3894.424072
	Iteration 58Q: 3 clusters Score -360049.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -360054.687500 Penalty: 3894.424072
	Iteration 59Q: 3 clusters Score -360054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360057.812500 Penalty: 3894.424072
	Iteration 60F: 3 clusters Score -360057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360059.062500 Penalty: 3894.424072
	Iteration 61Q: 3 clusters Score -360059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360058.718750 Penalty: 3894.424072
	Iteration 62Q: 3 clusters Score -360058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -360059.312500 Penalty: 3894.424072
	Iteration 63Q: 3 clusters Score -360059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -360060.281250 Penalty: 3894.424072
	Iteration 64Q: 3 clusters Score -360060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -360061.843750 Penalty: 3894.424072
	Iteration 65Q: 3 clusters Score -360061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360063.875000 Penalty: 3894.424072
	Iteration 66Q: 3 clusters Score -360063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360065.812500 Penalty: 3894.424072
	Iteration 67Q: 3 clusters Score -360065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360066.812500 Penalty: 3894.424072
	Iteration 68Q: 3 clusters Score -360066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360066.812500 Penalty: 3894.424072
	Iteration 69F: 3 clusters Score -360066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Entering Unmasked Estep 
Score: -5519063.000000 Penalty: 2604.855469
	Iteration 0F: 2 clusters Score -5519063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5494079.000000 Penalty: 5209.710938
	Iteration 0F: 3 clusters Score -5494079 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5503327.500000 Penalty: 5209.710938
	Iteration 1F: 3 clusters Score -5503328 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -5503862.000000 Penalty: 5209.710938
	Iteration 2Q: 3 clusters Score -5503862 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5504407.000000 Penalty: 5209.710938
	Iteration 3Q: 3 clusters Score -5504407 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5505009.000000 Penalty: 5209.710938
	Iteration 4Q: 3 clusters Score -5505009 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5505834.000000 Penalty: 5209.710938
	Iteration 5Q: 3 clusters Score -5505834 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -5507012.000000 Penalty: 5209.710938
	Iteration 6F: 3 clusters Score -5507012 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5508867.500000 Penalty: 5209.710938
	Iteration 7F: 3 clusters Score -5508868 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5511160.000000 Penalty: 5209.710938
	Iteration 8F: 3 clusters Score -5511160 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5513451.500000 Penalty: 5209.710938
	Iteration 9F: 3 clusters Score -5513452 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -5515042.500000 Penalty: 5209.710938
	Iteration 10Q: 3 clusters Score -5515042 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5515934.000000 Penalty: 5209.710938
	Iteration 11Q: 3 clusters Score -5515934 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -5516383.500000 Penalty: 5209.710938
	Iteration 12Q: 3 clusters Score -5516384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -5516598.500000 Penalty: 5209.710938
	Iteration 13Q: 3 clusters Score -5516598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5516711.500000 Penalty: 5209.710938
	Iteration 14Q: 3 clusters Score -5516712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -5516752.000000 Penalty: 5209.710938
	Iteration 15Q: 3 clusters Score -5516752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -5516807.000000 Penalty: 5209.710938
	Iteration 16Q: 3 clusters Score -5516807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -5516830.500000 Penalty: 5209.710938
	Iteration 17Q: 3 clusters Score -5516830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -5516845.500000 Penalty: 5209.710938
	Iteration 18Q: 3 clusters Score -5516846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5516859.000000 Penalty: 5209.710938
	Iteration 19Q: 3 clusters Score -5516859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -5516857.500000 Penalty: 5209.710938
	Iteration 20F: 3 clusters Score -5516858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5516856.500000 Penalty: 5209.710938
	Iteration 21Q: 3 clusters Score -5516856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5516856.500000 Penalty: 5209.710938
	Iteration 22F: 3 clusters Score -5516856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15506.125977 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15506.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15722.320312 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15722.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15768.136719 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15768.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15814.531250 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15814.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15864.074219 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15864.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15951.085938 Penalty: 2443.917969
	Iteration 5Q: 3 clusters Score -15951.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15984.920898 Penalty: 2443.917969
	Iteration 6Q: 3 clusters Score -15984.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15984.920898 Penalty: 2443.917969
	Iteration 7F: 3 clusters Score -15984.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90016.265625 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90016.27 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90304.523438 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90304.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90493.695312 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -90493.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90613.140625 Penalty: 3240.759277
	Iteration 3F: 3 clusters Score -90613.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90677.609375 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90677.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90733.570312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90733.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90756.843750 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -90756.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90776.289062 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -90776.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90791.507812 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -90791.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90820.890625 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -90820.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90840.156250 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -90840.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -90852.867188 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -90852.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -90863.710938 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -90863.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90876.937500 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -90876.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90882.679688 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -90882.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90887.523438 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -90887.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90887.523438 Penalty: 3240.759277
	Iteration 16F: 3 clusters Score -90887.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -417672.562500 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -417672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414536.750000 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -414536.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -415142.968750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -415143 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -415310.750000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -415310.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -415404.000000 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -415404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -415468.187500 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -415468.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -415517.312500 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -415517.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -415553.656250 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -415553.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415571.437500 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -415571.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -415586.656250 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -415586.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -415602.625000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -415602.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -415616.781250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -415616.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -415628.750000 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -415628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -415640.968750 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -415641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -415651.562500 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -415651.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -415661.875000 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -415661.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -415670.906250 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -415670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -415681.125000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -415681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -415686.531250 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -415686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -415688.156250 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -415688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -415692.531250 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -415692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -415697.312500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -415697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -415699.468750 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -415699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -415702.500000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -415702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -415705.562500 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -415705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -415708.218750 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -415708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -415709.406250 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -415709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -415709.531250 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -415709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -415709.531250 Penalty: 3937.468994
	Iteration 27F: 3 clusters Score -415709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Entering Unmasked Estep 
Score: -2346696.500000 Penalty: 2395.033936
	Iteration 0F: 2 clusters Score -2346696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2335454.750000 Penalty: 4790.067871
	Iteration 0F: 3 clusters Score -2335455 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2338915.500000 Penalty: 4790.067871
	Iteration 1F: 3 clusters Score -2338916 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2339504.500000 Penalty: 4790.067871
	Iteration 2F: 3 clusters Score -2339504 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2340357.500000 Penalty: 4790.067871
	Iteration 3F: 3 clusters Score -2340358 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2341497.750000 Penalty: 4790.067871
	Iteration 4F: 3 clusters Score -2341498 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2342801.500000 Penalty: 4790.067871
	Iteration 5F: 3 clusters Score -2342802 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2343998.500000 Penalty: 4790.067871
	Iteration 6F: 3 clusters Score -2343998 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2344850.250000 Penalty: 4790.067871
	Iteration 7F: 3 clusters Score -2344850 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2345320.000000 Penalty: 4790.067871
	Iteration 8Q: 3 clusters Score -2345320 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2345563.000000 Penalty: 4790.067871
	Iteration 9Q: 3 clusters Score -2345563 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2345696.000000 Penalty: 4790.067871
	Iteration 10Q: 3 clusters Score -2345696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2345785.500000 Penalty: 4790.067871
	Iteration 11Q: 3 clusters Score -2345786 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2345838.250000 Penalty: 4790.067871
	Iteration 12Q: 3 clusters Score -2345838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2345866.250000 Penalty: 4790.067871
	Iteration 13Q: 3 clusters Score -2345866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2345904.000000 Penalty: 4790.067871
	Iteration 14Q: 3 clusters Score -2345904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2345922.500000 Penalty: 4790.067871
	Iteration 15Q: 3 clusters Score -2345922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2345934.250000 Penalty: 4790.067871
	Iteration 16Q: 3 clusters Score -2345934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2345945.250000 Penalty: 4790.067871
	Iteration 17Q: 3 clusters Score -2345945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2345957.000000 Penalty: 4790.067871
	Iteration 18Q: 3 clusters Score -2345957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2345964.250000 Penalty: 4790.067871
	Iteration 19Q: 3 clusters Score -2345964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2345965.000000 Penalty: 4790.067871
	Iteration 20F: 3 clusters Score -2345965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2345962.500000 Penalty: 4790.067871
	Iteration 21Q: 3 clusters Score -2345962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2345969.750000 Penalty: 4790.067871
	Iteration 22Q: 3 clusters Score -2345970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2345967.250000 Penalty: 4790.067871
	Iteration 23Q: 3 clusters Score -2345967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2345973.000000 Penalty: 4790.067871
	Iteration 24Q: 3 clusters Score -2345973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2345970.500000 Penalty: 4790.067871
	Iteration 25Q: 3 clusters Score -2345970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2345969.000000 Penalty: 4790.067871
	Iteration 26Q: 3 clusters Score -2345969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2345968.000000 Penalty: 4790.067871
	Iteration 27Q: 3 clusters Score -2345968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2345969.250000 Penalty: 4790.067871
	Iteration 28Q: 3 clusters Score -2345969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2345969.250000 Penalty: 4790.067871
	Iteration 29F: 3 clusters Score -2345969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -510864.187500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -510864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -507410.875000 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -507410.9 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -508157.593750 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -508157.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -508394.468750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -508394.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -508639.687500 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -508639.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -508846.031250 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -508846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -508997.500000 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -508997.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -509110.156250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -509110.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -509199.156250 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -509199.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -509259.906250 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -509259.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -509310.375000 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -509310.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -509356.218750 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -509356.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -509383.562500 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -509383.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -509408.218750 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -509408.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -509427.593750 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -509427.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -509438.906250 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -509438.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -509453.593750 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -509453.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -509466.593750 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -509466.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -509480.000000 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -509480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -509491.875000 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -509491.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -509505.218750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -509505.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -509519.250000 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -509519.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -509530.625000 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -509530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -509535.062500 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -509535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -509540.906250 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -509540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -509548.562500 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -509548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -509551.750000 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -509551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -509556.906250 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -509556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -509560.687500 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -509560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -509564.093750 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -509564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -509565.656250 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -509565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -509567.343750 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -509567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -509569.187500 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -509569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -509570.625000 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -509570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -509570.468750 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -509570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -509570.062500 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -509570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -509570.062500 Penalty: 4033.531006
	Iteration 35F: 3 clusters Score -509570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -361068.625000 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -361068.6 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 1184 members 
Entering Unmasked Estep 
Score: -358209.937500 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -358209.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -358752.343750 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -358752.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -358887.531250 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -358887.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -358965.500000 Penalty: 3853.402344
	Iteration 3Q: 3 clusters Score -358965.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359015.437500 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -359015.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -359067.781250 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -359067.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -359112.812500 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -359112.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -359160.781250 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -359160.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -359229.875000 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -359229.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -359337.156250 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -359337.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359466.093750 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -359466.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -359615.218750 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -359615.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -359751.218750 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -359751.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -359861.593750 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -359861.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -359964.468750 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -359964.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -360055.875000 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -360055.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -360128.718750 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -360128.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -360166.281250 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -360166.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -360214.718750 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -360214.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -360262.187500 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -360262.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -360288.968750 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -360289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -360329.968750 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -360330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360357.250000 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -360357.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -360374.781250 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -360374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -360394.843750 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -360394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -360406.843750 Penalty: 3853.402344
	Iteration 25Q: 3 clusters Score -360406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -360418.781250 Penalty: 3853.402344
	Iteration 26Q: 3 clusters Score -360418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -360425.156250 Penalty: 3853.402344
	Iteration 27Q: 3 clusters Score -360425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -360438.593750 Penalty: 3853.402344
	Iteration 28Q: 3 clusters Score -360438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360447.718750 Penalty: 3853.402344
	Iteration 29Q: 3 clusters Score -360447.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -360455.062500 Penalty: 3853.402344
	Iteration 30Q: 3 clusters Score -360455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -360460.718750 Penalty: 3853.402344
	Iteration 31Q: 3 clusters Score -360460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -360460.562500 Penalty: 3853.402344
	Iteration 32Q: 3 clusters Score -360460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -360460.562500 Penalty: 3853.402344
	Iteration 33F: 3 clusters Score -360460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -449163.250000 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -449163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -445697.593750 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -445697.6 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -446456.187500 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -446456.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -446684.500000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -446684.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -446834.093750 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -446834.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -446970.750000 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -446970.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -447085.531250 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -447085.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -447185.750000 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -447185.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -447283.125000 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -447283.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -447373.843750 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -447373.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -447463.906250 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -447463.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -447565.187500 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -447565.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -447656.593750 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -447656.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -447765.937500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -447765.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -447913.687500 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -447913.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -448058.968750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -448059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -448165.843750 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -448165.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -448263.562500 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -448263.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -448340.687500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -448340.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -448402.156250 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -448402.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -448442.781250 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -448442.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -448474.687500 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -448474.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -448513.312500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -448513.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -448541.562500 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -448541.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -448574.375000 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -448574.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -448595.156250 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -448595.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -448603.781250 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -448603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -448607.937500 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -448607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -448610.843750 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -448610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -448613.968750 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -448614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -448614.625000 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -448614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -448615.312500 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -448615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -448616.125000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -448616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -448617.218750 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -448617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -448617.125000 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -448617.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -448617.125000 Penalty: 4033.531006
	Iteration 34F: 3 clusters Score -448617.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -189365.859375 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -189365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187192.609375 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -187192.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -187608.812500 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -187608.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -187870.468750 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -187870.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -188080.000000 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -188080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188198.015625 Penalty: 3584.199707
	Iteration 4F: 3 clusters Score -188198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188331.718750 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -188331.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188501.062500 Penalty: 3584.199707
	Iteration 6F: 3 clusters Score -188501.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -188668.796875 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -188668.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188861.531250 Penalty: 3584.199707
	Iteration 8F: 3 clusters Score -188861.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188957.093750 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -188957.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189019.937500 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -189019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189042.453125 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -189042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189048.093750 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -189048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189052.187500 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -189052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189053.015625 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -189053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189054.468750 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -189054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -189054.468750 Penalty: 3584.199707
	Iteration 16F: 3 clusters Score -189054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -644707.625000 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -644707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -640571.812500 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -640571.8 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -641450.875000 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -641450.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -641647.437500 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -641647.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -641785.187500 Penalty: 4165.946289
	Iteration 3F: 3 clusters Score -641785.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -641886.750000 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -641886.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -641971.375000 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -641971.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -642037.125000 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -642037.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -642081.312500 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -642081.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -642125.500000 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -642125.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -642168.500000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -642168.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -642218.625000 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -642218.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -642269.937500 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -642269.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -642324.937500 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -642324.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -642365.125000 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -642365.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -642403.562500 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -642403.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -642436.062500 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -642436.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -642473.687500 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -642473.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -642517.750000 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -642517.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -642566.750000 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -642566.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -642618.125000 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -642618.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -642665.687500 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -642665.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -642715.687500 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -642715.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -642766.500000 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -642766.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -642803.875000 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -642803.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -642835.500000 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -642835.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -642863.625000 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -642863.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -642886.312500 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -642886.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -642904.000000 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -642904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -642924.625000 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -642924.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -642936.375000 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -642936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -642945.187500 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -642945.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -642951.687500 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -642951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -642957.000000 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -642957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -642965.062500 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -642965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -642969.250000 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -642969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -642975.125000 Penalty: 4165.946289
	Iteration 35Q: 3 clusters Score -642975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -642976.812500 Penalty: 4165.946289
	Iteration 36Q: 3 clusters Score -642976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -642977.687500 Penalty: 4165.946289
	Iteration 37Q: 3 clusters Score -642977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -642979.437500 Penalty: 4165.946289
	Iteration 38Q: 3 clusters Score -642979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -642982.750000 Penalty: 4165.946289
	Iteration 39Q: 3 clusters Score -642982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -642985.312500 Penalty: 4165.946289
	Iteration 40F: 3 clusters Score -642985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -642987.750000 Penalty: 4165.946289
	Iteration 41Q: 3 clusters Score -642987.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -642989.812500 Penalty: 4165.946289
	Iteration 42Q: 3 clusters Score -642989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -642992.062500 Penalty: 4165.946289
	Iteration 43Q: 3 clusters Score -642992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -642992.812500 Penalty: 4165.946289
	Iteration 44Q: 3 clusters Score -642992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -642993.750000 Penalty: 4165.946289
	Iteration 45Q: 3 clusters Score -642993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -642993.187500 Penalty: 4165.946289
	Iteration 46Q: 3 clusters Score -642993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -642993.187500 Penalty: 4165.946289
	Iteration 47F: 3 clusters Score -642993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93036.078125 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93036.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91460.890625 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91460.89 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91989.671875 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -91989.67 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92164.460938 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -92164.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92239.023438 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -92239.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -92280.359375 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -92280.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92309.726562 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92309.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -92324.382812 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92324.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92356.492188 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92356.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92375.289062 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92375.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -92381.851562 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92381.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92385.382812 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92385.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -92389.914062 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -92389.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92390.492188 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -92390.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -92390.492188 Penalty: 3265.371094
	Iteration 13F: 3 clusters Score -92390.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (94386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Entering Unmasked Estep 
Score: -14545216.000000 Penalty: 2840.876709
	Iteration 0F: 2 clusters Score -1.454522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -14482786.000000 Penalty: 5681.753418
	Iteration 0F: 3 clusters Score -1.448279e+07 nChanged 44278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -14508344.000000 Penalty: 5681.753418
	Iteration 1F: 3 clusters Score -1.450834e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -14509837.000000 Penalty: 5681.753418
	Iteration 2Q: 3 clusters Score -1.450984e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -14511727.000000 Penalty: 5681.753418
	Iteration 3Q: 3 clusters Score -1.451173e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -14514150.000000 Penalty: 5681.753418
	Iteration 4F: 3 clusters Score -1.451415e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -14517337.000000 Penalty: 5681.753418
	Iteration 5F: 3 clusters Score -1.451734e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -14521483.000000 Penalty: 5681.753418
	Iteration 6F: 3 clusters Score -1.452148e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -14525738.000000 Penalty: 5681.753418
	Iteration 7F: 3 clusters Score -1.452574e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -14529592.000000 Penalty: 5681.753418
	Iteration 8F: 3 clusters Score -1.452959e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -14532366.000000 Penalty: 5681.753418
	Iteration 9Q: 3 clusters Score -1.453237e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -14534143.000000 Penalty: 5681.753418
	Iteration 10Q: 3 clusters Score -1.453414e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -14535224.000000 Penalty: 5681.753418
	Iteration 11Q: 3 clusters Score -1.453522e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -14536252.000000 Penalty: 5681.753418
	Iteration 12Q: 3 clusters Score -1.453625e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -14537262.000000 Penalty: 5681.753418
	Iteration 13Q: 3 clusters Score -1.453726e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -14538229.000000 Penalty: 5681.753418
	Iteration 14Q: 3 clusters Score -1.453823e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -14539207.000000 Penalty: 5681.753418
	Iteration 15Q: 3 clusters Score -1.453921e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -14540186.000000 Penalty: 5681.753418
	Iteration 16Q: 3 clusters Score -1.454019e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -14540926.000000 Penalty: 5681.753418
	Iteration 17Q: 3 clusters Score -1.454093e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -14541497.000000 Penalty: 5681.753418
	Iteration 18Q: 3 clusters Score -1.45415e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -14541882.000000 Penalty: 5681.753418
	Iteration 19Q: 3 clusters Score -1.454188e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -14542183.000000 Penalty: 5681.753418
	Iteration 20F: 3 clusters Score -1.454218e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -14542442.000000 Penalty: 5681.753418
	Iteration 21Q: 3 clusters Score -1.454244e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -14542622.000000 Penalty: 5681.753418
	Iteration 22Q: 3 clusters Score -1.454262e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -14542761.000000 Penalty: 5681.753418
	Iteration 23Q: 3 clusters Score -1.454276e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -14542825.000000 Penalty: 5681.753418
	Iteration 24Q: 3 clusters Score -1.454282e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -14542852.000000 Penalty: 5681.753418
	Iteration 25Q: 3 clusters Score -1.454285e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -14542923.000000 Penalty: 5681.753418
	Iteration 26Q: 3 clusters Score -1.454292e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -14542931.000000 Penalty: 5681.753418
	Iteration 27Q: 3 clusters Score -1.454293e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -14542954.000000 Penalty: 5681.753418
	Iteration 28Q: 3 clusters Score -1.454295e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -14542991.000000 Penalty: 5681.753418
	Iteration 29Q: 3 clusters Score -1.454299e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -14543005.000000 Penalty: 5681.753418
	Iteration 30Q: 3 clusters Score -1.4543e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -14543015.000000 Penalty: 5681.753418
	Iteration 31Q: 3 clusters Score -1.454302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -14543022.000000 Penalty: 5681.753418
	Iteration 32Q: 3 clusters Score -1.454302e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -14543028.000000 Penalty: 5681.753418
	Iteration 33Q: 3 clusters Score -1.454303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -14543060.000000 Penalty: 5681.753418
	Iteration 34Q: 3 clusters Score -1.454306e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -14543053.000000 Penalty: 5681.753418
	Iteration 35Q: 3 clusters Score -1.454305e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -14543048.000000 Penalty: 5681.753418
	Iteration 36Q: 3 clusters Score -1.454305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -14543027.000000 Penalty: 5681.753418
	Iteration 37Q: 3 clusters Score -1.454303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -14543046.000000 Penalty: 5681.753418
	Iteration 38Q: 3 clusters Score -1.454305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -14543036.000000 Penalty: 5681.753418
	Iteration 39Q: 3 clusters Score -1.454304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -14543049.000000 Penalty: 5681.753418
	Iteration 40F: 3 clusters Score -1.454305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -14543044.000000 Penalty: 5681.753418
	Iteration 41Q: 3 clusters Score -1.454304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -14543065.000000 Penalty: 5681.753418
	Iteration 42Q: 3 clusters Score -1.454306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -14543062.000000 Penalty: 5681.753418
	Iteration 43Q: 3 clusters Score -1.454306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -14543063.000000 Penalty: 5681.753418
	Iteration 44Q: 3 clusters Score -1.454306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -14543069.000000 Penalty: 5681.753418
	Iteration 45Q: 3 clusters Score -1.454307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -14543068.000000 Penalty: 5681.753418
	Iteration 46Q: 3 clusters Score -1.454307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -14543065.000000 Penalty: 5681.753418
	Iteration 47Q: 3 clusters Score -1.454306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -14543045.000000 Penalty: 5681.753418
	Iteration 48Q: 3 clusters Score -1.454304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -14543056.000000 Penalty: 5681.753418
	Iteration 49Q: 3 clusters Score -1.454306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -14543051.000000 Penalty: 5681.753418
	Iteration 50Q: 3 clusters Score -1.454305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -14543046.000000 Penalty: 5681.753418
	Iteration 51Q: 3 clusters Score -1.454305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -14543051.000000 Penalty: 5681.753418
	Iteration 52Q: 3 clusters Score -1.454305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -14543034.000000 Penalty: 5681.753418
	Iteration 53Q: 3 clusters Score -1.454303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -14543034.000000 Penalty: 5681.753418
	Iteration 54Q: 3 clusters Score -1.454303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -14543035.000000 Penalty: 5681.753418
	Iteration 55Q: 3 clusters Score -1.454304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -14543037.000000 Penalty: 5681.753418
	Iteration 56Q: 3 clusters Score -1.454304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -14543029.000000 Penalty: 5681.753418
	Iteration 57Q: 3 clusters Score -1.454303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -14543030.000000 Penalty: 5681.753418
	Iteration 58Q: 3 clusters Score -1.454303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -14543023.000000 Penalty: 5681.753418
	Iteration 59Q: 3 clusters Score -1.454302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -14543022.000000 Penalty: 5681.753418
	Iteration 60F: 3 clusters Score -1.454302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -14543030.000000 Penalty: 5681.753418
	Iteration 61Q: 3 clusters Score -1.454303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -14543030.000000 Penalty: 5681.753418
	Iteration 62F: 3 clusters Score -1.454303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -95442.554688 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -95442.55 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: -93779.234375 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -93779.23 nChanged 248
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: -94283.320312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -94283.32 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94481.515625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -94481.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -94621.992188 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -94621.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94780.937500 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -94780.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94922.851562 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -94922.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95056.242188 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -95056.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95154.804688 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -95154.8 nChanged 18
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: -95229.093750 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -95229.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95254.335938 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -95254.34 nChanged 3
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: -95263.585938 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -95263.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95268.992188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -95268.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95275.906250 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -95275.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95280.437500 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -95280.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95280.437500 Penalty: 3333.229248
	Iteration 14F: 3 clusters Score -95280.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24601.406250 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24601.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24700.939453 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24700.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24769.777344 Penalty: 2647.418945
	Iteration 2F: 3 clusters Score -24769.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24817.025391 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24817.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24826.433594 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24826.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24826.433594 Penalty: 2647.418945
	Iteration 5F: 3 clusters Score -24826.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -381858.125000 Penalty: 1951.042114
	Iteration 0F: 2 clusters Score -381858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -378832.875000 Penalty: 3902.084229
	Iteration 0F: 3 clusters Score -378832.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -379364.125000 Penalty: 3902.084229
	Iteration 1F: 3 clusters Score -379364.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -379508.187500 Penalty: 3902.084229
	Iteration 2F: 3 clusters Score -379508.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -379583.718750 Penalty: 3902.084229
	Iteration 3Q: 3 clusters Score -379583.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -379639.718750 Penalty: 3902.084229
	Iteration 4Q: 3 clusters Score -379639.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -379682.437500 Penalty: 3902.084229
	Iteration 5Q: 3 clusters Score -379682.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -379710.906250 Penalty: 3902.084229
	Iteration 6Q: 3 clusters Score -379710.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -379732.750000 Penalty: 3902.084229
	Iteration 7Q: 3 clusters Score -379732.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -379750.937500 Penalty: 3902.084229
	Iteration 8Q: 3 clusters Score -379750.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -379764.468750 Penalty: 3902.084229
	Iteration 9Q: 3 clusters Score -379764.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -379775.468750 Penalty: 3902.084229
	Iteration 10Q: 3 clusters Score -379775.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -379786.750000 Penalty: 3902.084229
	Iteration 11Q: 3 clusters Score -379786.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379798.375000 Penalty: 3902.084229
	Iteration 12Q: 3 clusters Score -379798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -379812.187500 Penalty: 3902.084229
	Iteration 13Q: 3 clusters Score -379812.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379824.093750 Penalty: 3902.084229
	Iteration 14Q: 3 clusters Score -379824.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -379836.062500 Penalty: 3902.084229
	Iteration 15Q: 3 clusters Score -379836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -379843.156250 Penalty: 3902.084229
	Iteration 16Q: 3 clusters Score -379843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -379847.593750 Penalty: 3902.084229
	Iteration 17Q: 3 clusters Score -379847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -379850.843750 Penalty: 3902.084229
	Iteration 18Q: 3 clusters Score -379850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -379854.468750 Penalty: 3902.084229
	Iteration 19Q: 3 clusters Score -379854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379858.593750 Penalty: 3902.084229
	Iteration 20F: 3 clusters Score -379858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -379859.593750 Penalty: 3902.084229
	Iteration 21Q: 3 clusters Score -379859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -379862.781250 Penalty: 3902.084229
	Iteration 22Q: 3 clusters Score -379862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -379863.500000 Penalty: 3902.084229
	Iteration 23Q: 3 clusters Score -379863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379864.687500 Penalty: 3902.084229
	Iteration 24Q: 3 clusters Score -379864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -379864.906250 Penalty: 3902.084229
	Iteration 25Q: 3 clusters Score -379864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379865.156250 Penalty: 3902.084229
	Iteration 26Q: 3 clusters Score -379865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379865.156250 Penalty: 3902.084229
	Iteration 27F: 3 clusters Score -379865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Entering Unmasked Estep 
Score: -3116635.000000 Penalty: 2464.488770
	Iteration 0F: 2 clusters Score -3116635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3102158.500000 Penalty: 4928.977539
	Iteration 0F: 3 clusters Score -3102158 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3107148.500000 Penalty: 4928.977539
	Iteration 1F: 3 clusters Score -3107148 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3107793.750000 Penalty: 4928.977539
	Iteration 2F: 3 clusters Score -3107794 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3108503.750000 Penalty: 4928.977539
	Iteration 3F: 3 clusters Score -3108504 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3109290.500000 Penalty: 4928.977539
	Iteration 4F: 3 clusters Score -3109290 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3110105.500000 Penalty: 4928.977539
	Iteration 5F: 3 clusters Score -3110106 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3110915.500000 Penalty: 4928.977539
	Iteration 6F: 3 clusters Score -3110916 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3111746.500000 Penalty: 4928.977539
	Iteration 7F: 3 clusters Score -3111746 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3112678.750000 Penalty: 4928.977539
	Iteration 8F: 3 clusters Score -3112679 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3113566.750000 Penalty: 4928.977539
	Iteration 9F: 3 clusters Score -3113567 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3114512.500000 Penalty: 4928.977539
	Iteration 10Q: 3 clusters Score -3114512 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3115312.250000 Penalty: 4928.977539
	Iteration 11Q: 3 clusters Score -3115312 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -3115652.250000 Penalty: 4928.977539
	Iteration 12Q: 3 clusters Score -3115652 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3115776.750000 Penalty: 4928.977539
	Iteration 13Q: 3 clusters Score -3115777 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -3115798.500000 Penalty: 4928.977539
	Iteration 14Q: 3 clusters Score -3115798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3115838.000000 Penalty: 4928.977539
	Iteration 15Q: 3 clusters Score -3115838 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3115871.750000 Penalty: 4928.977539
	Iteration 16Q: 3 clusters Score -3115872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3115889.250000 Penalty: 4928.977539
	Iteration 17Q: 3 clusters Score -3115889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3115895.500000 Penalty: 4928.977539
	Iteration 18Q: 3 clusters Score -3115896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3115908.000000 Penalty: 4928.977539
	Iteration 19Q: 3 clusters Score -3115908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3115905.750000 Penalty: 4928.977539
	Iteration 20F: 3 clusters Score -3115906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3115899.250000 Penalty: 4928.977539
	Iteration 21Q: 3 clusters Score -3115899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3115901.750000 Penalty: 4928.977539
	Iteration 22Q: 3 clusters Score -3115902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3115911.250000 Penalty: 4928.977539
	Iteration 23Q: 3 clusters Score -3115911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3115914.750000 Penalty: 4928.977539
	Iteration 24Q: 3 clusters Score -3115915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3115915.500000 Penalty: 4928.977539
	Iteration 25Q: 3 clusters Score -3115916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3115917.500000 Penalty: 4928.977539
	Iteration 26Q: 3 clusters Score -3115918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3115916.000000 Penalty: 4928.977539
	Iteration 27Q: 3 clusters Score -3115916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3115916.000000 Penalty: 4928.977539
	Iteration 28F: 3 clusters Score -3115916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142580.640625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142580.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -142926.203125 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142926.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143051.437500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143051.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143153.234375 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143153.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143250.343750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143250.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143310.609375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143310.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143389.359375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143389.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143419.250000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143419.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143449.953125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143496.343750 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143496.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143522.468750 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143533.703125 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143550.328125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143550.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143562.734375 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143574.484375 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143580.171875 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143581.359375 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143583.828125 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143585.390625 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143585.390625 Penalty: 3506.657715
	Iteration 19F: 3 clusters Score -143585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99941.554688 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99941.55 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100223.039062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100331.437500 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100331.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100382.851562 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100382.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100423.492188 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100423.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100442.835938 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100463.296875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100483.773438 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100492.468750 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100502.921875 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100521.601562 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100534.984375 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100539.585938 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100544.265625 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100548.609375 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -100548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100554.906250 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -100554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100571.234375 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -100571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100603.171875 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -100603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100619.312500 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -100619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100626.515625 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -100626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100654.437500 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -100654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100682.718750 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -100682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100696.546875 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -100696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100701.671875 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -100701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100701.671875 Penalty: 3281.568359
	Iteration 24F: 3 clusters Score -100701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38010.234375 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38010.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38086.191406 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38086.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38097.281250 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38097.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38115.972656 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38115.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38134.152344 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -38134.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38142.183594 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -38142.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38142.183594 Penalty: 2787.718750
	Iteration 6F: 3 clusters Score -38142.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -920619.687500 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -920619.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -915459.312500 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -915459.3 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -916809.750000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -916809.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -917024.250000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -917024.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -917154.000000 Penalty: 4313.137695
	Iteration 3Q: 3 clusters Score -917154 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -917268.875000 Penalty: 4313.137695
	Iteration 4Q: 3 clusters Score -917268.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -917389.500000 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -917389.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -917506.500000 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -917506.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -917638.437500 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -917638.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -917776.562500 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -917776.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -917924.812500 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -917924.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -918117.187500 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -918117.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -918260.437500 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -918260.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -918386.750000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -918386.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -918501.000000 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -918501 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -918602.625000 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -918602.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -918679.562500 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -918679.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -918753.000000 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -918753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -918826.375000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -918826.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -918871.625000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -918871.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -918904.312500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -918904.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -918927.562500 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -918927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -918952.750000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -918952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -918967.562500 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -918967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -918986.437500 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -918986.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -919006.375000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -919006.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -919023.937500 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -919023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -919045.812500 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -919045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -919063.500000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -919063.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -919077.875000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -919077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -919085.500000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -919085.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -919090.187500 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -919090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -919094.500000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -919094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -919100.500000 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -919100.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -919105.812500 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -919105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -919112.375000 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -919112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -919115.875000 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -919115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -919122.687500 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -919122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -919126.375000 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -919126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -919126.875000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -919126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -919130.000000 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -919130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -919129.937500 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -919129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -919130.812500 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -919130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -919132.750000 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -919132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -919137.875000 Penalty: 4313.137695
	Iteration 43Q: 3 clusters Score -919137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -919136.750000 Penalty: 4313.137695
	Iteration 44Q: 3 clusters Score -919136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -919138.375000 Penalty: 4313.137695
	Iteration 45Q: 3 clusters Score -919138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -919138.750000 Penalty: 4313.137695
	Iteration 46Q: 3 clusters Score -919138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -919138.750000 Penalty: 4313.137695
	Iteration 47F: 3 clusters Score -919138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29702.121094 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29702.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29816.923828 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29816.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29858.388672 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -29858.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29871.359375 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29871.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29888.490234 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29888.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29888.490234 Penalty: 2726.595459
	Iteration 5F: 3 clusters Score -29888.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46124.457031 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46124.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46271.136719 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46271.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46333.906250 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46333.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46361.785156 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46361.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46361.785156 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -46361.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14165 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 103747 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 92080 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17304 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 26329 members 
Mstep: Class 14 contains 21968 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15637 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4443 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94386 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2610 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 5978 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173032.000000 Penalty: 133477.078125
Iteration 359Q: 41 clusters Score -1.04173e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14167 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 103899 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91983 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 17305 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 13 contains 26328 members 
Mstep: Class 14 contains 21972 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15629 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93969 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6031 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173080.000000 Penalty: 133477.078125
Iteration 360F: 41 clusters Score -1.041731e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 104103 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91896 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12134 members 
Mstep: Class 13 contains 26329 members 
Mstep: Class 14 contains 21969 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15620 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4441 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93533 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6084 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173056.000000 Penalty: 133477.078125
Iteration 361Q: 41 clusters Score -1.041731e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 42108 members 
Mstep: Class 5 contains 104338 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91808 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12137 members 
Mstep: Class 13 contains 26331 members 
Mstep: Class 14 contains 21971 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36432 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93036 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6149 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173008.000000 Penalty: 133477.078125
Iteration 362Q: 41 clusters Score -1.04173e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14168 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 104588 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91736 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17328 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12135 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 21974 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16227 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36433 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15602 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92606 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6209 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173096.000000 Penalty: 133477.078125
Iteration 363Q: 41 clusters Score -1.041731e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123091 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14168 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 104853 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91648 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17335 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12135 members 
Mstep: Class 13 contains 26336 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36436 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15587 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4435 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92197 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6276 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172952.000000 Penalty: 133477.078125
Iteration 364Q: 41 clusters Score -1.04173e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14167 members 
Mstep: Class 4 contains 42118 members 
Mstep: Class 5 contains 105079 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91556 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17342 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 26338 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16228 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15577 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91805 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6342 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172912.000000 Penalty: 133477.078125
Iteration 365Q: 41 clusters Score -1.041729e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14175 members 
Mstep: Class 4 contains 42124 members 
Mstep: Class 5 contains 105259 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91480 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17344 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 26338 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15565 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91432 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6427 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173032.000000 Penalty: 133477.078125
Iteration 366Q: 41 clusters Score -1.04173e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42125 members 
Mstep: Class 5 contains 105430 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91410 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17344 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12134 members 
Mstep: Class 13 contains 26334 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15550 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91124 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6518 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172952.000000 Penalty: 133477.078125
Iteration 367Q: 41 clusters Score -1.04173e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 42125 members 
Mstep: Class 5 contains 105573 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91371 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17343 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 26335 members 
Mstep: Class 14 contains 21968 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15535 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4436 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90794 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6612 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172896.000000 Penalty: 133477.078125
Iteration 368Q: 41 clusters Score -1.041729e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 123886 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14183 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 105720 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91316 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17346 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15523 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90467 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2611 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6701 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172744.000000 Penalty: 133477.078125
Iteration 369Q: 41 clusters Score -1.041727e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124035 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 42118 members 
Mstep: Class 5 contains 105865 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91267 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17348 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 26335 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15514 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90153 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2610 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6786 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172672.000000 Penalty: 133477.078125
Iteration 370Q: 41 clusters Score -1.041727e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 42117 members 
Mstep: Class 5 contains 105968 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91239 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15504 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89847 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6867 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172432.000000 Penalty: 133477.078125
Iteration 371Q: 41 clusters Score -1.041724e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124372 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 42116 members 
Mstep: Class 5 contains 106043 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91204 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15497 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4435 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89569 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6930 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172464.000000 Penalty: 133477.078125
Iteration 372Q: 41 clusters Score -1.041725e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124547 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14186 members 
Mstep: Class 4 contains 42116 members 
Mstep: Class 5 contains 106126 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91148 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17357 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15488 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89305 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 6979 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172488.000000 Penalty: 133477.078125
Iteration 373Q: 41 clusters Score -1.041725e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124690 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14191 members 
Mstep: Class 4 contains 42115 members 
Mstep: Class 5 contains 106191 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91089 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17356 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36443 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15483 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89106 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7034 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172464.000000 Penalty: 133477.078125
Iteration 374Q: 41 clusters Score -1.041725e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124813 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14193 members 
Mstep: Class 4 contains 42115 members 
Mstep: Class 5 contains 106237 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 91035 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17360 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 26339 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15475 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88926 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7090 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172536.000000 Penalty: 133477.078125
Iteration 375Q: 41 clusters Score -1.041725e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 124925 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14197 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 106259 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90977 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17363 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 26339 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36454 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15466 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88787 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7147 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172712.000000 Penalty: 133477.078125
Iteration 376Q: 41 clusters Score -1.041727e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14203 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 106255 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90920 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17365 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12132 members 
Mstep: Class 13 contains 26339 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36455 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15459 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88700 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7212 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172680.000000 Penalty: 133477.078125
Iteration 377Q: 41 clusters Score -1.041727e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 42113 members 
Mstep: Class 5 contains 106233 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90870 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17365 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 13 contains 26339 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15452 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88616 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7276 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172592.000000 Penalty: 133477.078125
Iteration 378Q: 41 clusters Score -1.041726e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 42112 members 
Mstep: Class 5 contains 106219 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90821 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 21997 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15442 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88517 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7348 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172696.000000 Penalty: 133477.078125
Iteration 379Q: 41 clusters Score -1.041727e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125283 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14207 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 106233 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90774 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17364 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12137 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21997 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15430 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88410 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7425 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172536.000000 Penalty: 133477.078125
Iteration 380F: 41 clusters Score -1.041725e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14208 members 
Mstep: Class 4 contains 42108 members 
Mstep: Class 5 contains 106230 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90747 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12140 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36453 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15413 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4433 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88327 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7485 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172696.000000 Penalty: 133477.078125
Iteration 381Q: 41 clusters Score -1.041727e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 106244 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90722 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17370 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36455 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15395 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88247 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2609 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7542 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172776.000000 Penalty: 133477.078125
Iteration 382Q: 41 clusters Score -1.041728e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125435 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 106267 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90673 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17371 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 26346 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36460 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15381 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88194 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7586 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172928.000000 Penalty: 133477.078125
Iteration 383Q: 41 clusters Score -1.041729e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14202 members 
Mstep: Class 4 contains 42107 members 
Mstep: Class 5 contains 106260 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90626 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17372 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12140 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36460 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15372 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88118 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7645 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172792.000000 Penalty: 133477.078125
Iteration 384Q: 41 clusters Score -1.041728e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125615 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 42107 members 
Mstep: Class 5 contains 106229 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90581 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17374 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 36459 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15359 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4433 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88056 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7701 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172800.000000 Penalty: 133477.078125
Iteration 385Q: 41 clusters Score -1.041728e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125695 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 106185 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90552 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17377 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36456 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15345 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4433 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88005 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7759 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172896.000000 Penalty: 133477.078125
Iteration 386Q: 41 clusters Score -1.041729e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 42105 members 
Mstep: Class 5 contains 106150 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90509 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17374 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12142 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36457 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87959 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7795 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172904.000000 Penalty: 133477.078125
Iteration 387Q: 41 clusters Score -1.041729e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 42104 members 
Mstep: Class 5 contains 106135 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90462 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 21997 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36456 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15317 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87935 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7840 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172880.000000 Penalty: 133477.078125
Iteration 388Q: 41 clusters Score -1.041729e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125906 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14209 members 
Mstep: Class 4 contains 42104 members 
Mstep: Class 5 contains 106119 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90423 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17379 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 21998 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15306 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87892 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7883 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172880.000000 Penalty: 133477.078125
Iteration 389Q: 41 clusters Score -1.041729e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14211 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 106094 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90384 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17377 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 26340 members 
Mstep: Class 14 contains 22001 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36451 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15295 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87848 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7936 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173056.000000 Penalty: 133477.078125
Iteration 390Q: 41 clusters Score -1.041731e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126039 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 106057 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90349 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12147 members 
Mstep: Class 13 contains 26339 members 
Mstep: Class 14 contains 21998 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15283 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4442 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87824 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 7975 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172976.000000 Penalty: 133477.078125
Iteration 391Q: 41 clusters Score -1.04173e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 106050 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90300 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15270 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87798 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8023 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172952.000000 Penalty: 133477.078125
Iteration 392Q: 41 clusters Score -1.04173e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 42105 members 
Mstep: Class 5 contains 106039 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90256 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12145 members 
Mstep: Class 13 contains 26337 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15258 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87749 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8075 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173080.000000 Penalty: 133477.078125
Iteration 393Q: 41 clusters Score -1.041731e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 42107 members 
Mstep: Class 5 contains 106043 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90216 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15246 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87689 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8128 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173160.000000 Penalty: 133477.078125
Iteration 394Q: 41 clusters Score -1.041732e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 106073 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90169 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12144 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15232 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4439 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87642 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8176 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173256.000000 Penalty: 133477.078125
Iteration 395Q: 41 clusters Score -1.041733e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14211 members 
Mstep: Class 4 contains 42110 members 
Mstep: Class 5 contains 106105 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90114 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12145 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 21996 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15224 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87594 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8235 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173280.000000 Penalty: 133477.078125
Iteration 396Q: 41 clusters Score -1.041733e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 42111 members 
Mstep: Class 5 contains 106100 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90056 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17386 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12147 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15217 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4437 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87559 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8291 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173360.000000 Penalty: 133477.078125
Iteration 397Q: 41 clusters Score -1.041734e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126380 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 106063 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 90008 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17390 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12147 members 
Mstep: Class 13 contains 26342 members 
Mstep: Class 14 contains 22001 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15208 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4436 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87509 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8352 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173296.000000 Penalty: 133477.078125
Iteration 398Q: 41 clusters Score -1.041733e+08 nChanged 366
Entering ConstructFrom: 
Score: -104173296.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (126437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126437 members 
Entering Unmasked Estep 
Score: -19530570.000000 Penalty: 2913.379883
	Iteration 0F: 2 clusters Score -1.953057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -19450336.000000 Penalty: 5826.759766
	Iteration 0F: 3 clusters Score -1.945034e+07 nChanged 59977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -19485392.000000 Penalty: 5826.759766
	Iteration 1F: 3 clusters Score -1.948539e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -19486540.000000 Penalty: 5826.759766
	Iteration 2Q: 3 clusters Score -1.948654e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -19487912.000000 Penalty: 5826.759766
	Iteration 3Q: 3 clusters Score -1.948791e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64215 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -19489276.000000 Penalty: 5826.759766
	Iteration 4Q: 3 clusters Score -1.948928e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -19490830.000000 Penalty: 5826.759766
	Iteration 5Q: 3 clusters Score -1.949083e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -19492670.000000 Penalty: 5826.759766
	Iteration 6Q: 3 clusters Score -1.949267e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -19494764.000000 Penalty: 5826.759766
	Iteration 7Q: 3 clusters Score -1.949476e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -19497376.000000 Penalty: 5826.759766
	Iteration 8Q: 3 clusters Score -1.949738e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -19500230.000000 Penalty: 5826.759766
	Iteration 9Q: 3 clusters Score -1.950023e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -19504144.000000 Penalty: 5826.759766
	Iteration 10F: 3 clusters Score -1.950414e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -19507814.000000 Penalty: 5826.759766
	Iteration 11Q: 3 clusters Score -1.950781e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -19510690.000000 Penalty: 5826.759766
	Iteration 12Q: 3 clusters Score -1.951069e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -19512226.000000 Penalty: 5826.759766
	Iteration 13Q: 3 clusters Score -1.951223e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -19512796.000000 Penalty: 5826.759766
	Iteration 14Q: 3 clusters Score -1.95128e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
Score: -19512946.000000 Penalty: 5826.759766
	Iteration 15Q: 3 clusters Score -1.951295e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -19513106.000000 Penalty: 5826.759766
	Iteration 16Q: 3 clusters Score -1.951311e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -19513210.000000 Penalty: 5826.759766
	Iteration 17Q: 3 clusters Score -1.951321e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -19513244.000000 Penalty: 5826.759766
	Iteration 18Q: 3 clusters Score -1.951324e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -19513410.000000 Penalty: 5826.759766
	Iteration 19Q: 3 clusters Score -1.951341e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 74689 members 
Entering Unmasked Estep 
Score: -19513444.000000 Penalty: 5826.759766
	Iteration 20F: 3 clusters Score -1.951344e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -19513584.000000 Penalty: 5826.759766
	Iteration 21Q: 3 clusters Score -1.951358e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -19513722.000000 Penalty: 5826.759766
	Iteration 22Q: 3 clusters Score -1.951372e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -19513944.000000 Penalty: 5826.759766
	Iteration 23Q: 3 clusters Score -1.951394e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 78728 members 
Entering Unmasked Estep 
Score: -19514174.000000 Penalty: 5826.759766
	Iteration 24Q: 3 clusters Score -1.951417e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 79869 members 
Entering Unmasked Estep 
Score: -19514328.000000 Penalty: 5826.759766
	Iteration 25Q: 3 clusters Score -1.951433e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -19514540.000000 Penalty: 5826.759766
	Iteration 26Q: 3 clusters Score -1.951454e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -19514760.000000 Penalty: 5826.759766
	Iteration 27Q: 3 clusters Score -1.951476e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -19515014.000000 Penalty: 5826.759766
	Iteration 28Q: 3 clusters Score -1.951501e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -19515256.000000 Penalty: 5826.759766
	Iteration 29Q: 3 clusters Score -1.951526e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -19515618.000000 Penalty: 5826.759766
	Iteration 30Q: 3 clusters Score -1.951562e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -19516062.000000 Penalty: 5826.759766
	Iteration 31Q: 3 clusters Score -1.951606e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -19516454.000000 Penalty: 5826.759766
	Iteration 32Q: 3 clusters Score -1.951645e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -19516942.000000 Penalty: 5826.759766
	Iteration 33Q: 3 clusters Score -1.951694e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -19517512.000000 Penalty: 5826.759766
	Iteration 34Q: 3 clusters Score -1.951751e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -19518094.000000 Penalty: 5826.759766
	Iteration 35Q: 3 clusters Score -1.951809e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -19518762.000000 Penalty: 5826.759766
	Iteration 36Q: 3 clusters Score -1.951876e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -19519476.000000 Penalty: 5826.759766
	Iteration 37Q: 3 clusters Score -1.951948e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -19520128.000000 Penalty: 5826.759766
	Iteration 38Q: 3 clusters Score -1.952013e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -19520996.000000 Penalty: 5826.759766
	Iteration 39Q: 3 clusters Score -1.9521e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -19521976.000000 Penalty: 5826.759766
	Iteration 40F: 3 clusters Score -1.952198e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -19522856.000000 Penalty: 5826.759766
	Iteration 41Q: 3 clusters Score -1.952286e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -19523642.000000 Penalty: 5826.759766
	Iteration 42Q: 3 clusters Score -1.952364e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 115588 members 
Entering Unmasked Estep 
Score: -19524684.000000 Penalty: 5826.759766
	Iteration 43Q: 3 clusters Score -1.952468e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -19525560.000000 Penalty: 5826.759766
	Iteration 44Q: 3 clusters Score -1.952556e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -19526282.000000 Penalty: 5826.759766
	Iteration 45Q: 3 clusters Score -1.952628e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 121375 members 
Entering Unmasked Estep 
Score: -19526960.000000 Penalty: 5826.759766
	Iteration 46Q: 3 clusters Score -1.952696e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -19527330.000000 Penalty: 5826.759766
	Iteration 47Q: 3 clusters Score -1.952733e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 123523 members 
Entering Unmasked Estep 
Score: -19527568.000000 Penalty: 5826.759766
	Iteration 48Q: 3 clusters Score -1.952757e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -19527760.000000 Penalty: 5826.759766
	Iteration 49Q: 3 clusters Score -1.952776e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 124534 members 
Entering Unmasked Estep 
Score: -19527942.000000 Penalty: 5826.759766
	Iteration 50Q: 3 clusters Score -1.952794e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -19527998.000000 Penalty: 5826.759766
	Iteration 51Q: 3 clusters Score -1.9528e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -19528074.000000 Penalty: 5826.759766
	Iteration 52Q: 3 clusters Score -1.952807e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 125105 members 
Entering Unmasked Estep 
Score: -19528114.000000 Penalty: 5826.759766
	Iteration 53Q: 3 clusters Score -1.952811e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -19528206.000000 Penalty: 5826.759766
	Iteration 54Q: 3 clusters Score -1.952821e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 125257 members 
Entering Unmasked Estep 
Score: -19528208.000000 Penalty: 5826.759766
	Iteration 55Q: 3 clusters Score -1.952821e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 125303 members 
Entering Unmasked Estep 
Score: -19528218.000000 Penalty: 5826.759766
	Iteration 56Q: 3 clusters Score -1.952822e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -19528236.000000 Penalty: 5826.759766
	Iteration 57Q: 3 clusters Score -1.952824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -19528262.000000 Penalty: 5826.759766
	Iteration 58Q: 3 clusters Score -1.952826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -19528252.000000 Penalty: 5826.759766
	Iteration 59Q: 3 clusters Score -1.952825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -19528252.000000 Penalty: 5826.759766
	Iteration 60F: 3 clusters Score -1.952825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -19528230.000000 Penalty: 5826.759766
	Iteration 61Q: 3 clusters Score -1.952823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -19528256.000000 Penalty: 5826.759766
	Iteration 62Q: 3 clusters Score -1.952826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -19528262.000000 Penalty: 5826.759766
	Iteration 63Q: 3 clusters Score -1.952826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -19528280.000000 Penalty: 5826.759766
	Iteration 64Q: 3 clusters Score -1.952828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -19528290.000000 Penalty: 5826.759766
	Iteration 65Q: 3 clusters Score -1.952829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -19528290.000000 Penalty: 5826.759766
	Iteration 66Q: 3 clusters Score -1.952829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -19528302.000000 Penalty: 5826.759766
	Iteration 67Q: 3 clusters Score -1.95283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -19528298.000000 Penalty: 5826.759766
	Iteration 68Q: 3 clusters Score -1.95283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -19528290.000000 Penalty: 5826.759766
	Iteration 69Q: 3 clusters Score -1.952829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -19528304.000000 Penalty: 5826.759766
	Iteration 70Q: 3 clusters Score -1.95283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -19528322.000000 Penalty: 5826.759766
	Iteration 71Q: 3 clusters Score -1.952832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -19528322.000000 Penalty: 5826.759766
	Iteration 72Q: 3 clusters Score -1.952832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -19528330.000000 Penalty: 5826.759766
	Iteration 73Q: 3 clusters Score -1.952833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 125568 members 
Entering Unmasked Estep 
Score: -19528330.000000 Penalty: 5826.759766
	Iteration 74F: 3 clusters Score -1.952833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -358597.562500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -358597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355566.718750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -355566.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -356205.468750 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -356205.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356425.875000 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -356425.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356573.812500 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -356573.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356655.781250 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -356655.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356720.031250 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -356720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -356757.781250 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -356757.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -356789.187500 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -356789.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -356819.906250 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -356819.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -356843.312500 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -356843.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356857.218750 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -356857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -356867.593750 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -356867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -356873.500000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -356873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -356876.406250 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -356876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356878.593750 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -356878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356879.656250 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -356879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356880.343750 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -356880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356880.343750 Penalty: 3903.791748
	Iteration 17F: 3 clusters Score -356880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Entering Unmasked Estep 
Score: -2158516.750000 Penalty: 2371.371826
	Iteration 0F: 2 clusters Score -2158517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2148204.750000 Penalty: 4742.743652
	Iteration 0F: 3 clusters Score -2148205 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2151496.000000 Penalty: 4742.743652
	Iteration 1F: 3 clusters Score -2151496 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2151984.250000 Penalty: 4742.743652
	Iteration 2F: 3 clusters Score -2151984 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2152543.500000 Penalty: 4742.743652
	Iteration 3F: 3 clusters Score -2152544 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2153285.500000 Penalty: 4742.743652
	Iteration 4F: 3 clusters Score -2153286 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2154220.750000 Penalty: 4742.743652
	Iteration 5F: 3 clusters Score -2154221 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2155132.250000 Penalty: 4742.743652
	Iteration 6F: 3 clusters Score -2155132 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2155963.750000 Penalty: 4742.743652
	Iteration 7F: 3 clusters Score -2155964 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2156656.500000 Penalty: 4742.743652
	Iteration 8F: 3 clusters Score -2156656 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2157067.250000 Penalty: 4742.743652
	Iteration 9Q: 3 clusters Score -2157067 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2157283.250000 Penalty: 4742.743652
	Iteration 10Q: 3 clusters Score -2157283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2157394.000000 Penalty: 4742.743652
	Iteration 11Q: 3 clusters Score -2157394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2157453.250000 Penalty: 4742.743652
	Iteration 12Q: 3 clusters Score -2157453 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2157501.750000 Penalty: 4742.743652
	Iteration 13Q: 3 clusters Score -2157502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2157528.000000 Penalty: 4742.743652
	Iteration 14Q: 3 clusters Score -2157528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2157548.000000 Penalty: 4742.743652
	Iteration 15Q: 3 clusters Score -2157548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2157566.000000 Penalty: 4742.743652
	Iteration 16Q: 3 clusters Score -2157566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2157577.250000 Penalty: 4742.743652
	Iteration 17Q: 3 clusters Score -2157577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2157589.250000 Penalty: 4742.743652
	Iteration 18Q: 3 clusters Score -2157589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2157597.250000 Penalty: 4742.743652
	Iteration 19Q: 3 clusters Score -2157597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2157616.250000 Penalty: 4742.743652
	Iteration 20F: 3 clusters Score -2157616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2157626.250000 Penalty: 4742.743652
	Iteration 21Q: 3 clusters Score -2157626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2157632.750000 Penalty: 4742.743652
	Iteration 22Q: 3 clusters Score -2157633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2157644.750000 Penalty: 4742.743652
	Iteration 23Q: 3 clusters Score -2157645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2157643.500000 Penalty: 4742.743652
	Iteration 24Q: 3 clusters Score -2157644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2157654.250000 Penalty: 4742.743652
	Iteration 25Q: 3 clusters Score -2157654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2157659.250000 Penalty: 4742.743652
	Iteration 26Q: 3 clusters Score -2157659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2157664.000000 Penalty: 4742.743652
	Iteration 27Q: 3 clusters Score -2157664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2157672.500000 Penalty: 4742.743652
	Iteration 28Q: 3 clusters Score -2157672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2157685.750000 Penalty: 4742.743652
	Iteration 29Q: 3 clusters Score -2157686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2157685.250000 Penalty: 4742.743652
	Iteration 30Q: 3 clusters Score -2157685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2157686.500000 Penalty: 4742.743652
	Iteration 31Q: 3 clusters Score -2157686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2157689.500000 Penalty: 4742.743652
	Iteration 32Q: 3 clusters Score -2157690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2157690.000000 Penalty: 4742.743652
	Iteration 33Q: 3 clusters Score -2157690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2157687.500000 Penalty: 4742.743652
	Iteration 34Q: 3 clusters Score -2157688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2157692.750000 Penalty: 4742.743652
	Iteration 35Q: 3 clusters Score -2157693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2157697.000000 Penalty: 4742.743652
	Iteration 36Q: 3 clusters Score -2157697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2157697.750000 Penalty: 4742.743652
	Iteration 37Q: 3 clusters Score -2157698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2157693.250000 Penalty: 4742.743652
	Iteration 38Q: 3 clusters Score -2157693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2157702.250000 Penalty: 4742.743652
	Iteration 39Q: 3 clusters Score -2157702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2157701.500000 Penalty: 4742.743652
	Iteration 40F: 3 clusters Score -2157702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2157701.500000 Penalty: 4742.743652
	Iteration 41Q: 3 clusters Score -2157702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2157698.250000 Penalty: 4742.743652
	Iteration 42Q: 3 clusters Score -2157698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2157700.250000 Penalty: 4742.743652
	Iteration 43Q: 3 clusters Score -2157700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2157700.500000 Penalty: 4742.743652
	Iteration 44Q: 3 clusters Score -2157700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2157702.750000 Penalty: 4742.743652
	Iteration 45Q: 3 clusters Score -2157703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2157702.750000 Penalty: 4742.743652
	Iteration 46F: 3 clusters Score -2157703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Entering Unmasked Estep 
Score: -6473142.500000 Penalty: 2640.690430
	Iteration 0F: 2 clusters Score -6473142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6444736.000000 Penalty: 5281.380859
	Iteration 0F: 3 clusters Score -6444736 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6455361.000000 Penalty: 5281.380859
	Iteration 1F: 3 clusters Score -6455361 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -6456027.500000 Penalty: 5281.380859
	Iteration 2Q: 3 clusters Score -6456028 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -6456737.500000 Penalty: 5281.380859
	Iteration 3Q: 3 clusters Score -6456738 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6457631.000000 Penalty: 5281.380859
	Iteration 4Q: 3 clusters Score -6457631 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -6458705.000000 Penalty: 5281.380859
	Iteration 5F: 3 clusters Score -6458705 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -6459988.500000 Penalty: 5281.380859
	Iteration 6F: 3 clusters Score -6459988 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -6461457.500000 Penalty: 5281.380859
	Iteration 7F: 3 clusters Score -6461458 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -6462881.500000 Penalty: 5281.380859
	Iteration 8F: 3 clusters Score -6462882 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6464266.000000 Penalty: 5281.380859
	Iteration 9F: 3 clusters Score -6464266 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -6465474.000000 Penalty: 5281.380859
	Iteration 10Q: 3 clusters Score -6465474 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -6466453.500000 Penalty: 5281.380859
	Iteration 11Q: 3 clusters Score -6466454 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6467195.000000 Penalty: 5281.380859
	Iteration 12Q: 3 clusters Score -6467195 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -6467786.500000 Penalty: 5281.380859
	Iteration 13Q: 3 clusters Score -6467786 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -6468211.500000 Penalty: 5281.380859
	Iteration 14Q: 3 clusters Score -6468212 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -6468552.500000 Penalty: 5281.380859
	Iteration 15Q: 3 clusters Score -6468552 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6468783.500000 Penalty: 5281.380859
	Iteration 16Q: 3 clusters Score -6468784 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6468968.000000 Penalty: 5281.380859
	Iteration 17Q: 3 clusters Score -6468968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -6469091.500000 Penalty: 5281.380859
	Iteration 18Q: 3 clusters Score -6469092 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -6469242.000000 Penalty: 5281.380859
	Iteration 19Q: 3 clusters Score -6469242 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6469360.000000 Penalty: 5281.380859
	Iteration 20F: 3 clusters Score -6469360 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -6469489.500000 Penalty: 5281.380859
	Iteration 21Q: 3 clusters Score -6469490 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6469628.500000 Penalty: 5281.380859
	Iteration 22Q: 3 clusters Score -6469628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -6469718.000000 Penalty: 5281.380859
	Iteration 23Q: 3 clusters Score -6469718 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -6469807.000000 Penalty: 5281.380859
	Iteration 24Q: 3 clusters Score -6469807 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6469864.000000 Penalty: 5281.380859
	Iteration 25Q: 3 clusters Score -6469864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -6469930.000000 Penalty: 5281.380859
	Iteration 26Q: 3 clusters Score -6469930 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -6470005.500000 Penalty: 5281.380859
	Iteration 27Q: 3 clusters Score -6470006 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6470077.000000 Penalty: 5281.380859
	Iteration 28Q: 3 clusters Score -6470077 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -6470137.500000 Penalty: 5281.380859
	Iteration 29Q: 3 clusters Score -6470138 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -6470186.500000 Penalty: 5281.380859
	Iteration 30Q: 3 clusters Score -6470186 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6470210.500000 Penalty: 5281.380859
	Iteration 31Q: 3 clusters Score -6470210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6470254.000000 Penalty: 5281.380859
	Iteration 32Q: 3 clusters Score -6470254 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6470311.000000 Penalty: 5281.380859
	Iteration 33Q: 3 clusters Score -6470311 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -6470339.500000 Penalty: 5281.380859
	Iteration 34Q: 3 clusters Score -6470340 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -6470376.500000 Penalty: 5281.380859
	Iteration 35Q: 3 clusters Score -6470376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -6470385.000000 Penalty: 5281.380859
	Iteration 36Q: 3 clusters Score -6470385 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6470430.000000 Penalty: 5281.380859
	Iteration 37Q: 3 clusters Score -6470430 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -6470450.500000 Penalty: 5281.380859
	Iteration 38Q: 3 clusters Score -6470450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6470488.500000 Penalty: 5281.380859
	Iteration 39Q: 3 clusters Score -6470488 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6470523.500000 Penalty: 5281.380859
	Iteration 40F: 3 clusters Score -6470524 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6470571.000000 Penalty: 5281.380859
	Iteration 41Q: 3 clusters Score -6470571 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6470586.500000 Penalty: 5281.380859
	Iteration 42Q: 3 clusters Score -6470586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -6470602.000000 Penalty: 5281.380859
	Iteration 43Q: 3 clusters Score -6470602 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -6470635.500000 Penalty: 5281.380859
	Iteration 44Q: 3 clusters Score -6470636 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6470636.000000 Penalty: 5281.380859
	Iteration 45Q: 3 clusters Score -6470636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -6470648.000000 Penalty: 5281.380859
	Iteration 46Q: 3 clusters Score -6470648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6470653.500000 Penalty: 5281.380859
	Iteration 47Q: 3 clusters Score -6470654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6470665.500000 Penalty: 5281.380859
	Iteration 48Q: 3 clusters Score -6470666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6470679.000000 Penalty: 5281.380859
	Iteration 49Q: 3 clusters Score -6470679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6470680.000000 Penalty: 5281.380859
	Iteration 50Q: 3 clusters Score -6470680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -6470702.500000 Penalty: 5281.380859
	Iteration 51Q: 3 clusters Score -6470702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6470709.000000 Penalty: 5281.380859
	Iteration 52Q: 3 clusters Score -6470709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -6470708.500000 Penalty: 5281.380859
	Iteration 53Q: 3 clusters Score -6470708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -6470723.000000 Penalty: 5281.380859
	Iteration 54Q: 3 clusters Score -6470723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6470741.500000 Penalty: 5281.380859
	Iteration 55Q: 3 clusters Score -6470742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6470744.500000 Penalty: 5281.380859
	Iteration 56Q: 3 clusters Score -6470744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6470765.500000 Penalty: 5281.380859
	Iteration 57Q: 3 clusters Score -6470766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6470771.000000 Penalty: 5281.380859
	Iteration 58Q: 3 clusters Score -6470771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -6470750.000000 Penalty: 5281.380859
	Iteration 59Q: 3 clusters Score -6470750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -6470730.000000 Penalty: 5281.380859
	Iteration 60F: 3 clusters Score -6470730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -6470770.500000 Penalty: 5281.380859
	Iteration 61Q: 3 clusters Score -6470770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -6470784.000000 Penalty: 5281.380859
	Iteration 62Q: 3 clusters Score -6470784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6470776.000000 Penalty: 5281.380859
	Iteration 63Q: 3 clusters Score -6470776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6470793.000000 Penalty: 5281.380859
	Iteration 64Q: 3 clusters Score -6470793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -6470811.500000 Penalty: 5281.380859
	Iteration 65Q: 3 clusters Score -6470812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6470810.500000 Penalty: 5281.380859
	Iteration 66Q: 3 clusters Score -6470810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -6470838.000000 Penalty: 5281.380859
	Iteration 67Q: 3 clusters Score -6470838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -6470853.500000 Penalty: 5281.380859
	Iteration 68Q: 3 clusters Score -6470854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6470863.000000 Penalty: 5281.380859
	Iteration 69Q: 3 clusters Score -6470863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6470844.000000 Penalty: 5281.380859
	Iteration 70Q: 3 clusters Score -6470844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6470842.500000 Penalty: 5281.380859
	Iteration 71Q: 3 clusters Score -6470842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6470848.000000 Penalty: 5281.380859
	Iteration 72Q: 3 clusters Score -6470848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6470850.500000 Penalty: 5281.380859
	Iteration 73Q: 3 clusters Score -6470850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -6470850.000000 Penalty: 5281.380859
	Iteration 74Q: 3 clusters Score -6470850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6470838.000000 Penalty: 5281.380859
	Iteration 75Q: 3 clusters Score -6470838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -6470839.500000 Penalty: 5281.380859
	Iteration 76Q: 3 clusters Score -6470840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -6470845.000000 Penalty: 5281.380859
	Iteration 77Q: 3 clusters Score -6470845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6470853.000000 Penalty: 5281.380859
	Iteration 78Q: 3 clusters Score -6470853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -6470852.500000 Penalty: 5281.380859
	Iteration 79Q: 3 clusters Score -6470852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -6470853.500000 Penalty: 5281.380859
	Iteration 80F: 3 clusters Score -6470854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -6470858.500000 Penalty: 5281.380859
	Iteration 81Q: 3 clusters Score -6470858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -6470862.500000 Penalty: 5281.380859
	Iteration 82Q: 3 clusters Score -6470862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -6470859.000000 Penalty: 5281.380859
	Iteration 83Q: 3 clusters Score -6470859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -6470858.000000 Penalty: 5281.380859
	Iteration 84Q: 3 clusters Score -6470858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6470855.000000 Penalty: 5281.380859
	Iteration 85Q: 3 clusters Score -6470855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -6470852.500000 Penalty: 5281.380859
	Iteration 86Q: 3 clusters Score -6470852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -6470846.000000 Penalty: 5281.380859
	Iteration 87Q: 3 clusters Score -6470846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6470847.000000 Penalty: 5281.380859
	Iteration 88Q: 3 clusters Score -6470847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6470846.000000 Penalty: 5281.380859
	Iteration 89Q: 3 clusters Score -6470846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6470846.000000 Penalty: 5281.380859
	Iteration 90F: 3 clusters Score -6470846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (106065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Entering Unmasked Estep 
Score: -16361358.000000 Penalty: 2869.808350
	Iteration 0F: 2 clusters Score -1.636136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -16291018.000000 Penalty: 5739.616699
	Iteration 0F: 3 clusters Score -1.629102e+07 nChanged 49960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -16319994.000000 Penalty: 5739.616699
	Iteration 1F: 3 clusters Score -1.631999e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -16321197.000000 Penalty: 5739.616699
	Iteration 2Q: 3 clusters Score -1.63212e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -16322824.000000 Penalty: 5739.616699
	Iteration 3Q: 3 clusters Score -1.632282e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -16325534.000000 Penalty: 5739.616699
	Iteration 4Q: 3 clusters Score -1.632553e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -16329548.000000 Penalty: 5739.616699
	Iteration 5F: 3 clusters Score -1.632955e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -16334907.000000 Penalty: 5739.616699
	Iteration 6F: 3 clusters Score -1.633491e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -16340880.000000 Penalty: 5739.616699
	Iteration 7F: 3 clusters Score -1.634088e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -16346487.000000 Penalty: 5739.616699
	Iteration 8F: 3 clusters Score -1.634649e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -16350709.000000 Penalty: 5739.616699
	Iteration 9Q: 3 clusters Score -1.635071e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -16353391.000000 Penalty: 5739.616699
	Iteration 10Q: 3 clusters Score -1.635339e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -16355217.000000 Penalty: 5739.616699
	Iteration 11Q: 3 clusters Score -1.635522e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 100336 members 
Entering Unmasked Estep 
Score: -16356374.000000 Penalty: 5739.616699
	Iteration 12Q: 3 clusters Score -1.635637e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 101580 members 
Entering Unmasked Estep 
Score: -16357265.000000 Penalty: 5739.616699
	Iteration 13Q: 3 clusters Score -1.635726e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -16357788.000000 Penalty: 5739.616699
	Iteration 14Q: 3 clusters Score -1.635779e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -16358107.000000 Penalty: 5739.616699
	Iteration 15Q: 3 clusters Score -1.635811e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -16358312.000000 Penalty: 5739.616699
	Iteration 16Q: 3 clusters Score -1.635831e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -16358510.000000 Penalty: 5739.616699
	Iteration 17Q: 3 clusters Score -1.635851e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -16358652.000000 Penalty: 5739.616699
	Iteration 18Q: 3 clusters Score -1.635865e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 104131 members 
Entering Unmasked Estep 
Score: -16358716.000000 Penalty: 5739.616699
	Iteration 19Q: 3 clusters Score -1.635872e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -16358815.000000 Penalty: 5739.616699
	Iteration 20F: 3 clusters Score -1.635882e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -16358843.000000 Penalty: 5739.616699
	Iteration 21Q: 3 clusters Score -1.635884e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 104467 members 
Entering Unmasked Estep 
Score: -16358881.000000 Penalty: 5739.616699
	Iteration 22Q: 3 clusters Score -1.635888e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -16358901.000000 Penalty: 5739.616699
	Iteration 23Q: 3 clusters Score -1.63589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -16358927.000000 Penalty: 5739.616699
	Iteration 24Q: 3 clusters Score -1.635893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -16358965.000000 Penalty: 5739.616699
	Iteration 25Q: 3 clusters Score -1.635896e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 104664 members 
Entering Unmasked Estep 
Score: -16358952.000000 Penalty: 5739.616699
	Iteration 26Q: 3 clusters Score -1.635895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -16358958.000000 Penalty: 5739.616699
	Iteration 27Q: 3 clusters Score -1.635896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -16358952.000000 Penalty: 5739.616699
	Iteration 28Q: 3 clusters Score -1.635895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -16358966.000000 Penalty: 5739.616699
	Iteration 29Q: 3 clusters Score -1.635897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -16358984.000000 Penalty: 5739.616699
	Iteration 30Q: 3 clusters Score -1.635898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -16358994.000000 Penalty: 5739.616699
	Iteration 31Q: 3 clusters Score -1.635899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -16359002.000000 Penalty: 5739.616699
	Iteration 32Q: 3 clusters Score -1.6359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -16359003.000000 Penalty: 5739.616699
	Iteration 33Q: 3 clusters Score -1.6359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -16358993.000000 Penalty: 5739.616699
	Iteration 34Q: 3 clusters Score -1.635899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -16358991.000000 Penalty: 5739.616699
	Iteration 35Q: 3 clusters Score -1.635899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -16358994.000000 Penalty: 5739.616699
	Iteration 36Q: 3 clusters Score -1.635899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -16358986.000000 Penalty: 5739.616699
	Iteration 37Q: 3 clusters Score -1.635899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -16358994.000000 Penalty: 5739.616699
	Iteration 38Q: 3 clusters Score -1.635899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -16358992.000000 Penalty: 5739.616699
	Iteration 39Q: 3 clusters Score -1.635899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -16358995.000000 Penalty: 5739.616699
	Iteration 40F: 3 clusters Score -1.6359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -16358991.000000 Penalty: 5739.616699
	Iteration 41Q: 3 clusters Score -1.635899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -16358996.000000 Penalty: 5739.616699
	Iteration 42Q: 3 clusters Score -1.6359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -16358999.000000 Penalty: 5739.616699
	Iteration 43Q: 3 clusters Score -1.6359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -16358987.000000 Penalty: 5739.616699
	Iteration 44Q: 3 clusters Score -1.635899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -16358991.000000 Penalty: 5739.616699
	Iteration 45Q: 3 clusters Score -1.635899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -16358991.000000 Penalty: 5739.616699
	Iteration 46F: 3 clusters Score -1.635899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -124403.187500 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -124403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122573.187500 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -122573.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122797.617188 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -122797.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122882.250000 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -122882.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122941.046875 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -122941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122985.679688 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -122985.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -123049.679688 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -123049.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123124.343750 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -123124.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123174.632812 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -123174.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123206.351562 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -123206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123224.546875 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -123224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123238.421875 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -123238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123258.835938 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -123258.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123285.281250 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -123285.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123326.171875 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -123326.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -123357.632812 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -123357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123371.867188 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -123371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123389.710938 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -123389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123401.875000 Penalty: 3363.404785
	Iteration 17Q: 3 clusters Score -123401.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123419.695312 Penalty: 3363.404785
	Iteration 18Q: 3 clusters Score -123419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123428.546875 Penalty: 3363.404785
	Iteration 19Q: 3 clusters Score -123428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123433.101562 Penalty: 3363.404785
	Iteration 20F: 3 clusters Score -123433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -123448.289062 Penalty: 3363.404785
	Iteration 21Q: 3 clusters Score -123448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -123457.000000 Penalty: 3363.404785
	Iteration 22Q: 3 clusters Score -123457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -123461.429688 Penalty: 3363.404785
	Iteration 23Q: 3 clusters Score -123461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123464.109375 Penalty: 3363.404785
	Iteration 24Q: 3 clusters Score -123464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123466.460938 Penalty: 3363.404785
	Iteration 25Q: 3 clusters Score -123466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123469.898438 Penalty: 3363.404785
	Iteration 26Q: 3 clusters Score -123469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123469.898438 Penalty: 3363.404785
	Iteration 27F: 3 clusters Score -123469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Entering Unmasked Estep 
Score: -13775410.000000 Penalty: 2828.971436
	Iteration 0F: 2 clusters Score -1.377541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -13715292.000000 Penalty: 5657.942871
	Iteration 0F: 3 clusters Score -1.371529e+07 nChanged 42377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -13739466.000000 Penalty: 5657.942871
	Iteration 1F: 3 clusters Score -1.373947e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -13740225.000000 Penalty: 5657.942871
	Iteration 2Q: 3 clusters Score -1.374022e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -13741101.000000 Penalty: 5657.942871
	Iteration 3Q: 3 clusters Score -1.37411e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -13742178.000000 Penalty: 5657.942871
	Iteration 4Q: 3 clusters Score -1.374218e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -13743336.000000 Penalty: 5657.942871
	Iteration 5Q: 3 clusters Score -1.374334e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -13744856.000000 Penalty: 5657.942871
	Iteration 6Q: 3 clusters Score -1.374486e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -13746955.000000 Penalty: 5657.942871
	Iteration 7Q: 3 clusters Score -1.374696e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -13749521.000000 Penalty: 5657.942871
	Iteration 8F: 3 clusters Score -1.374952e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -13752489.000000 Penalty: 5657.942871
	Iteration 9F: 3 clusters Score -1.375249e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -13755515.000000 Penalty: 5657.942871
	Iteration 10F: 3 clusters Score -1.375552e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -13757916.000000 Penalty: 5657.942871
	Iteration 11F: 3 clusters Score -1.375792e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -13759866.000000 Penalty: 5657.942871
	Iteration 12Q: 3 clusters Score -1.375987e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -13761448.000000 Penalty: 5657.942871
	Iteration 13Q: 3 clusters Score -1.376145e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -13762808.000000 Penalty: 5657.942871
	Iteration 14Q: 3 clusters Score -1.376281e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -13764117.000000 Penalty: 5657.942871
	Iteration 15Q: 3 clusters Score -1.376412e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -13765295.000000 Penalty: 5657.942871
	Iteration 16Q: 3 clusters Score -1.37653e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -13766420.000000 Penalty: 5657.942871
	Iteration 17Q: 3 clusters Score -1.376642e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -13767308.000000 Penalty: 5657.942871
	Iteration 18Q: 3 clusters Score -1.376731e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -13768263.000000 Penalty: 5657.942871
	Iteration 19Q: 3 clusters Score -1.376826e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -13769046.000000 Penalty: 5657.942871
	Iteration 20F: 3 clusters Score -1.376905e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -13769752.000000 Penalty: 5657.942871
	Iteration 21Q: 3 clusters Score -1.376975e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -13770372.000000 Penalty: 5657.942871
	Iteration 22Q: 3 clusters Score -1.377037e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -13770805.000000 Penalty: 5657.942871
	Iteration 23Q: 3 clusters Score -1.37708e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -13771165.000000 Penalty: 5657.942871
	Iteration 24Q: 3 clusters Score -1.377116e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -13771508.000000 Penalty: 5657.942871
	Iteration 25Q: 3 clusters Score -1.377151e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -13771803.000000 Penalty: 5657.942871
	Iteration 26Q: 3 clusters Score -1.37718e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -13772004.000000 Penalty: 5657.942871
	Iteration 27Q: 3 clusters Score -1.3772e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -13772189.000000 Penalty: 5657.942871
	Iteration 28Q: 3 clusters Score -1.377219e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 87836 members 
Entering Unmasked Estep 
Score: -13772327.000000 Penalty: 5657.942871
	Iteration 29Q: 3 clusters Score -1.377233e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -13772425.000000 Penalty: 5657.942871
	Iteration 30Q: 3 clusters Score -1.377242e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -13772515.000000 Penalty: 5657.942871
	Iteration 31Q: 3 clusters Score -1.377252e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -13772587.000000 Penalty: 5657.942871
	Iteration 32Q: 3 clusters Score -1.377259e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -13772672.000000 Penalty: 5657.942871
	Iteration 33Q: 3 clusters Score -1.377267e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -13772717.000000 Penalty: 5657.942871
	Iteration 34Q: 3 clusters Score -1.377272e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -13772759.000000 Penalty: 5657.942871
	Iteration 35Q: 3 clusters Score -1.377276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -13772794.000000 Penalty: 5657.942871
	Iteration 36Q: 3 clusters Score -1.377279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -13772826.000000 Penalty: 5657.942871
	Iteration 37Q: 3 clusters Score -1.377283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -13772845.000000 Penalty: 5657.942871
	Iteration 38Q: 3 clusters Score -1.377284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -13772847.000000 Penalty: 5657.942871
	Iteration 39Q: 3 clusters Score -1.377285e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -13772878.000000 Penalty: 5657.942871
	Iteration 40F: 3 clusters Score -1.377288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -13772885.000000 Penalty: 5657.942871
	Iteration 41Q: 3 clusters Score -1.377288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -13772921.000000 Penalty: 5657.942871
	Iteration 42Q: 3 clusters Score -1.377292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -13772933.000000 Penalty: 5657.942871
	Iteration 43Q: 3 clusters Score -1.377293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -13772944.000000 Penalty: 5657.942871
	Iteration 44Q: 3 clusters Score -1.377294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -13772953.000000 Penalty: 5657.942871
	Iteration 45Q: 3 clusters Score -1.377295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -13772971.000000 Penalty: 5657.942871
	Iteration 46Q: 3 clusters Score -1.377297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -13772961.000000 Penalty: 5657.942871
	Iteration 47Q: 3 clusters Score -1.377296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -13772968.000000 Penalty: 5657.942871
	Iteration 48Q: 3 clusters Score -1.377297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -13772970.000000 Penalty: 5657.942871
	Iteration 49Q: 3 clusters Score -1.377297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -13772980.000000 Penalty: 5657.942871
	Iteration 50Q: 3 clusters Score -1.377298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -13772982.000000 Penalty: 5657.942871
	Iteration 51Q: 3 clusters Score -1.377298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -13772994.000000 Penalty: 5657.942871
	Iteration 52Q: 3 clusters Score -1.377299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 89146 members 
Entering Unmasked Estep 
Score: -13772985.000000 Penalty: 5657.942871
	Iteration 53Q: 3 clusters Score -1.377298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -13772999.000000 Penalty: 5657.942871
	Iteration 54Q: 3 clusters Score -1.3773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -13773003.000000 Penalty: 5657.942871
	Iteration 55Q: 3 clusters Score -1.3773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -13773003.000000 Penalty: 5657.942871
	Iteration 56Q: 3 clusters Score -1.3773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -13773000.000000 Penalty: 5657.942871
	Iteration 57Q: 3 clusters Score -1.3773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -13772997.000000 Penalty: 5657.942871
	Iteration 58Q: 3 clusters Score -1.3773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -13772998.000000 Penalty: 5657.942871
	Iteration 59Q: 3 clusters Score -1.3773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -13773003.000000 Penalty: 5657.942871
	Iteration 60F: 3 clusters Score -1.3773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -13773001.000000 Penalty: 5657.942871
	Iteration 61Q: 3 clusters Score -1.3773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -13773001.000000 Penalty: 5657.942871
	Iteration 62F: 3 clusters Score -1.3773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19153.355469 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19153.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19210.058594 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19210.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19236.638672 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19236.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19236.638672 Penalty: 2544.429688
	Iteration 3F: 3 clusters Score -19236.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -489728.875000 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -489728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486303.437500 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -486303.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -487058.125000 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -487058.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -487294.156250 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -487294.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -487484.031250 Penalty: 4016.625244
	Iteration 3F: 3 clusters Score -487484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -487649.312500 Penalty: 4016.625244
	Iteration 4F: 3 clusters Score -487649.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -487780.125000 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -487780.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -487902.875000 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -487902.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -488003.750000 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -488003.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -488074.312500 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -488074.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -488117.718750 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -488117.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -488149.156250 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -488149.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -488178.750000 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -488178.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -488205.062500 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -488205.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -488226.375000 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -488226.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -488237.218750 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -488237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -488249.718750 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -488249.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -488258.187500 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -488258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -488265.625000 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -488265.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -488268.375000 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -488268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -488271.750000 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -488271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -488276.343750 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -488276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -488279.562500 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -488279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -488281.531250 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -488281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -488283.593750 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -488283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488290.656250 Penalty: 4016.625244
	Iteration 24Q: 3 clusters Score -488290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -488292.250000 Penalty: 4016.625244
	Iteration 25Q: 3 clusters Score -488292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488293.031250 Penalty: 4016.625244
	Iteration 26Q: 3 clusters Score -488293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488294.031250 Penalty: 4016.625244
	Iteration 27Q: 3 clusters Score -488294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488294.031250 Penalty: 4016.625244
	Iteration 28F: 3 clusters Score -488294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Entering Unmasked Estep 
Score: -2658818.000000 Penalty: 2421.413818
	Iteration 0F: 2 clusters Score -2658818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2646436.000000 Penalty: 4842.827637
	Iteration 0F: 3 clusters Score -2646436 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2650492.000000 Penalty: 4842.827637
	Iteration 1F: 3 clusters Score -2650492 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2650939.250000 Penalty: 4842.827637
	Iteration 2F: 3 clusters Score -2650939 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2651358.500000 Penalty: 4842.827637
	Iteration 3F: 3 clusters Score -2651358 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2651801.000000 Penalty: 4842.827637
	Iteration 4F: 3 clusters Score -2651801 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2652288.000000 Penalty: 4842.827637
	Iteration 5F: 3 clusters Score -2652288 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2652945.500000 Penalty: 4842.827637
	Iteration 6F: 3 clusters Score -2652946 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2653853.250000 Penalty: 4842.827637
	Iteration 7F: 3 clusters Score -2653853 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2654895.000000 Penalty: 4842.827637
	Iteration 8F: 3 clusters Score -2654895 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2655802.500000 Penalty: 4842.827637
	Iteration 9F: 3 clusters Score -2655802 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2656431.750000 Penalty: 4842.827637
	Iteration 10Q: 3 clusters Score -2656432 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2656773.750000 Penalty: 4842.827637
	Iteration 11Q: 3 clusters Score -2656774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2656970.500000 Penalty: 4842.827637
	Iteration 12Q: 3 clusters Score -2656970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2657062.750000 Penalty: 4842.827637
	Iteration 13Q: 3 clusters Score -2657063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2657134.000000 Penalty: 4842.827637
	Iteration 14Q: 3 clusters Score -2657134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2657196.000000 Penalty: 4842.827637
	Iteration 15Q: 3 clusters Score -2657196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2657236.250000 Penalty: 4842.827637
	Iteration 16Q: 3 clusters Score -2657236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2657258.000000 Penalty: 4842.827637
	Iteration 17Q: 3 clusters Score -2657258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2657274.250000 Penalty: 4842.827637
	Iteration 18Q: 3 clusters Score -2657274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2657281.500000 Penalty: 4842.827637
	Iteration 19Q: 3 clusters Score -2657282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2657287.250000 Penalty: 4842.827637
	Iteration 20F: 3 clusters Score -2657287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2657290.000000 Penalty: 4842.827637
	Iteration 21Q: 3 clusters Score -2657290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2657292.500000 Penalty: 4842.827637
	Iteration 22Q: 3 clusters Score -2657292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2657292.500000 Penalty: 4842.827637
	Iteration 23Q: 3 clusters Score -2657292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2657292.750000 Penalty: 4842.827637
	Iteration 24Q: 3 clusters Score -2657293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2657294.250000 Penalty: 4842.827637
	Iteration 25Q: 3 clusters Score -2657294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2657294.250000 Penalty: 4842.827637
	Iteration 26F: 3 clusters Score -2657294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -800362.125000 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -800362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -795580.687500 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -795580.7 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -796718.062500 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -796718.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -796981.000000 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -796981 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -797171.625000 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -797171.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -797363.062500 Penalty: 4263.618164
	Iteration 4Q: 3 clusters Score -797363.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -797582.812500 Penalty: 4263.618164
	Iteration 5Q: 3 clusters Score -797582.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -797841.187500 Penalty: 4263.618164
	Iteration 6Q: 3 clusters Score -797841.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -798095.875000 Penalty: 4263.618164
	Iteration 7Q: 3 clusters Score -798095.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -798300.375000 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -798300.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -798487.000000 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -798487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -798668.937500 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -798668.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -798857.375000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -798857.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -799027.312500 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -799027.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -799145.875000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -799145.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -799219.125000 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -799219.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -799270.687500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -799270.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -799309.250000 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -799309.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -799337.562500 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -799337.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -799365.125000 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -799365.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -799380.562500 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -799380.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -799396.250000 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -799396.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -799409.500000 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -799409.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -799437.312500 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -799437.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -799467.437500 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -799467.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -799486.312500 Penalty: 4263.618164
	Iteration 24Q: 3 clusters Score -799486.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -799498.187500 Penalty: 4263.618164
	Iteration 25Q: 3 clusters Score -799498.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -799507.500000 Penalty: 4263.618164
	Iteration 26Q: 3 clusters Score -799507.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -799523.125000 Penalty: 4263.618164
	Iteration 27Q: 3 clusters Score -799523.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -799531.187500 Penalty: 4263.618164
	Iteration 28Q: 3 clusters Score -799531.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -799538.437500 Penalty: 4263.618164
	Iteration 29Q: 3 clusters Score -799538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -799547.187500 Penalty: 4263.618164
	Iteration 30Q: 3 clusters Score -799547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -799553.625000 Penalty: 4263.618164
	Iteration 31Q: 3 clusters Score -799553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -799559.000000 Penalty: 4263.618164
	Iteration 32Q: 3 clusters Score -799559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -799561.750000 Penalty: 4263.618164
	Iteration 33Q: 3 clusters Score -799561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -799565.125000 Penalty: 4263.618164
	Iteration 34Q: 3 clusters Score -799565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -799568.125000 Penalty: 4263.618164
	Iteration 35Q: 3 clusters Score -799568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -799570.625000 Penalty: 4263.618164
	Iteration 36Q: 3 clusters Score -799570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -799572.875000 Penalty: 4263.618164
	Iteration 37Q: 3 clusters Score -799572.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -799575.312500 Penalty: 4263.618164
	Iteration 38Q: 3 clusters Score -799575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -799580.187500 Penalty: 4263.618164
	Iteration 39Q: 3 clusters Score -799580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -799578.937500 Penalty: 4263.618164
	Iteration 40F: 3 clusters Score -799578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -799582.500000 Penalty: 4263.618164
	Iteration 41Q: 3 clusters Score -799582.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -799584.000000 Penalty: 4263.618164
	Iteration 42Q: 3 clusters Score -799584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -799588.812500 Penalty: 4263.618164
	Iteration 43Q: 3 clusters Score -799588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -799589.500000 Penalty: 4263.618164
	Iteration 44Q: 3 clusters Score -799589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -799591.625000 Penalty: 4263.618164
	Iteration 45Q: 3 clusters Score -799591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -799592.750000 Penalty: 4263.618164
	Iteration 46Q: 3 clusters Score -799592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -799593.250000 Penalty: 4263.618164
	Iteration 47Q: 3 clusters Score -799593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -799593.875000 Penalty: 4263.618164
	Iteration 48Q: 3 clusters Score -799593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -799598.500000 Penalty: 4263.618164
	Iteration 49Q: 3 clusters Score -799598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -799600.375000 Penalty: 4263.618164
	Iteration 50Q: 3 clusters Score -799600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -799603.687500 Penalty: 4263.618164
	Iteration 51Q: 3 clusters Score -799603.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -799608.312500 Penalty: 4263.618164
	Iteration 52Q: 3 clusters Score -799608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -799613.375000 Penalty: 4263.618164
	Iteration 53Q: 3 clusters Score -799613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -799611.625000 Penalty: 4263.618164
	Iteration 54Q: 3 clusters Score -799611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -799611.625000 Penalty: 4263.618164
	Iteration 55F: 3 clusters Score -799611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -1826719.250000 Penalty: 2332.399658
	Iteration 0F: 2 clusters Score -1826719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1817759.500000 Penalty: 4664.799316
	Iteration 0F: 3 clusters Score -1817760 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1820415.625000 Penalty: 4664.799316
	Iteration 1F: 3 clusters Score -1820416 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1820785.875000 Penalty: 4664.799316
	Iteration 2F: 3 clusters Score -1820786 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1821138.250000 Penalty: 4664.799316
	Iteration 3F: 3 clusters Score -1821138 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1821465.375000 Penalty: 4664.799316
	Iteration 4F: 3 clusters Score -1821465 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1821813.875000 Penalty: 4664.799316
	Iteration 5Q: 3 clusters Score -1821814 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1822187.625000 Penalty: 4664.799316
	Iteration 6Q: 3 clusters Score -1822188 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1822541.750000 Penalty: 4664.799316
	Iteration 7F: 3 clusters Score -1822542 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1822889.125000 Penalty: 4664.799316
	Iteration 8F: 3 clusters Score -1822889 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1823192.000000 Penalty: 4664.799316
	Iteration 9Q: 3 clusters Score -1823192 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1823449.250000 Penalty: 4664.799316
	Iteration 10Q: 3 clusters Score -1823449 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1823613.750000 Penalty: 4664.799316
	Iteration 11Q: 3 clusters Score -1823614 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1823734.500000 Penalty: 4664.799316
	Iteration 12Q: 3 clusters Score -1823734 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1823826.750000 Penalty: 4664.799316
	Iteration 13Q: 3 clusters Score -1823827 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1823884.625000 Penalty: 4664.799316
	Iteration 14Q: 3 clusters Score -1823885 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1823934.000000 Penalty: 4664.799316
	Iteration 15Q: 3 clusters Score -1823934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1823963.875000 Penalty: 4664.799316
	Iteration 16Q: 3 clusters Score -1823964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1823985.500000 Penalty: 4664.799316
	Iteration 17Q: 3 clusters Score -1823986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1823999.000000 Penalty: 4664.799316
	Iteration 18Q: 3 clusters Score -1823999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1824014.500000 Penalty: 4664.799316
	Iteration 19Q: 3 clusters Score -1824014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1824026.000000 Penalty: 4664.799316
	Iteration 20F: 3 clusters Score -1824026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1824039.750000 Penalty: 4664.799316
	Iteration 21Q: 3 clusters Score -1824040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1824056.875000 Penalty: 4664.799316
	Iteration 22Q: 3 clusters Score -1824057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1824069.000000 Penalty: 4664.799316
	Iteration 23Q: 3 clusters Score -1824069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1824079.875000 Penalty: 4664.799316
	Iteration 24Q: 3 clusters Score -1824080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1824094.250000 Penalty: 4664.799316
	Iteration 25Q: 3 clusters Score -1824094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1824099.000000 Penalty: 4664.799316
	Iteration 26Q: 3 clusters Score -1824099 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1824119.000000 Penalty: 4664.799316
	Iteration 27Q: 3 clusters Score -1824119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1824118.750000 Penalty: 4664.799316
	Iteration 28Q: 3 clusters Score -1824119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1824130.000000 Penalty: 4664.799316
	Iteration 29Q: 3 clusters Score -1824130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1824139.000000 Penalty: 4664.799316
	Iteration 30Q: 3 clusters Score -1824139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1824139.750000 Penalty: 4664.799316
	Iteration 31Q: 3 clusters Score -1824140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1824148.750000 Penalty: 4664.799316
	Iteration 32Q: 3 clusters Score -1824149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1824157.375000 Penalty: 4664.799316
	Iteration 33Q: 3 clusters Score -1824157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1824156.875000 Penalty: 4664.799316
	Iteration 34Q: 3 clusters Score -1824157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1824165.375000 Penalty: 4664.799316
	Iteration 35Q: 3 clusters Score -1824165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1824169.625000 Penalty: 4664.799316
	Iteration 36Q: 3 clusters Score -1824170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1824175.375000 Penalty: 4664.799316
	Iteration 37Q: 3 clusters Score -1824175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1824183.375000 Penalty: 4664.799316
	Iteration 38Q: 3 clusters Score -1824183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1824196.750000 Penalty: 4664.799316
	Iteration 39Q: 3 clusters Score -1824197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1824208.625000 Penalty: 4664.799316
	Iteration 40F: 3 clusters Score -1824209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1824223.000000 Penalty: 4664.799316
	Iteration 41Q: 3 clusters Score -1824223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1824247.000000 Penalty: 4664.799316
	Iteration 42Q: 3 clusters Score -1824247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1824268.000000 Penalty: 4664.799316
	Iteration 43Q: 3 clusters Score -1824268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1824297.625000 Penalty: 4664.799316
	Iteration 44Q: 3 clusters Score -1824298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1824335.375000 Penalty: 4664.799316
	Iteration 45Q: 3 clusters Score -1824335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1824363.500000 Penalty: 4664.799316
	Iteration 46Q: 3 clusters Score -1824364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1824384.875000 Penalty: 4664.799316
	Iteration 47Q: 3 clusters Score -1824385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1824407.125000 Penalty: 4664.799316
	Iteration 48Q: 3 clusters Score -1824407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1824437.250000 Penalty: 4664.799316
	Iteration 49Q: 3 clusters Score -1824437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1824465.750000 Penalty: 4664.799316
	Iteration 50Q: 3 clusters Score -1824466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1824498.875000 Penalty: 4664.799316
	Iteration 51Q: 3 clusters Score -1824499 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1824530.750000 Penalty: 4664.799316
	Iteration 52Q: 3 clusters Score -1824531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1824552.750000 Penalty: 4664.799316
	Iteration 53Q: 3 clusters Score -1824553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1824572.250000 Penalty: 4664.799316
	Iteration 54Q: 3 clusters Score -1824572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1824587.250000 Penalty: 4664.799316
	Iteration 55Q: 3 clusters Score -1824587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1824603.750000 Penalty: 4664.799316
	Iteration 56Q: 3 clusters Score -1824604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1824614.750000 Penalty: 4664.799316
	Iteration 57Q: 3 clusters Score -1824615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1824619.375000 Penalty: 4664.799316
	Iteration 58Q: 3 clusters Score -1824619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1824627.375000 Penalty: 4664.799316
	Iteration 59Q: 3 clusters Score -1824627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1824630.500000 Penalty: 4664.799316
	Iteration 60F: 3 clusters Score -1824630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1824636.250000 Penalty: 4664.799316
	Iteration 61Q: 3 clusters Score -1824636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1824639.250000 Penalty: 4664.799316
	Iteration 62Q: 3 clusters Score -1824639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1824646.000000 Penalty: 4664.799316
	Iteration 63Q: 3 clusters Score -1824646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1824648.625000 Penalty: 4664.799316
	Iteration 64Q: 3 clusters Score -1824649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1824655.625000 Penalty: 4664.799316
	Iteration 65Q: 3 clusters Score -1824656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1824651.750000 Penalty: 4664.799316
	Iteration 66Q: 3 clusters Score -1824652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1824651.625000 Penalty: 4664.799316
	Iteration 67Q: 3 clusters Score -1824652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1824656.125000 Penalty: 4664.799316
	Iteration 68Q: 3 clusters Score -1824656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1824661.250000 Penalty: 4664.799316
	Iteration 69Q: 3 clusters Score -1824661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1824663.000000 Penalty: 4664.799316
	Iteration 70Q: 3 clusters Score -1824663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1824662.125000 Penalty: 4664.799316
	Iteration 71Q: 3 clusters Score -1824662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1824665.125000 Penalty: 4664.799316
	Iteration 72Q: 3 clusters Score -1824665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1824666.250000 Penalty: 4664.799316
	Iteration 73Q: 3 clusters Score -1824666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1824666.625000 Penalty: 4664.799316
	Iteration 74Q: 3 clusters Score -1824667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1824665.375000 Penalty: 4664.799316
	Iteration 75Q: 3 clusters Score -1824665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1824668.000000 Penalty: 4664.799316
	Iteration 76Q: 3 clusters Score -1824668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1824672.250000 Penalty: 4664.799316
	Iteration 77Q: 3 clusters Score -1824672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1824673.125000 Penalty: 4664.799316
	Iteration 78Q: 3 clusters Score -1824673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1824674.500000 Penalty: 4664.799316
	Iteration 79Q: 3 clusters Score -1824674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1824675.500000 Penalty: 4664.799316
	Iteration 80F: 3 clusters Score -1824676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1824677.500000 Penalty: 4664.799316
	Iteration 81Q: 3 clusters Score -1824678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1824677.750000 Penalty: 4664.799316
	Iteration 82Q: 3 clusters Score -1824678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1824676.250000 Penalty: 4664.799316
	Iteration 83Q: 3 clusters Score -1824676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1824675.000000 Penalty: 4664.799316
	Iteration 84Q: 3 clusters Score -1824675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1824675.000000 Penalty: 4664.799316
	Iteration 85F: 3 clusters Score -1824675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Entering Unmasked Estep 
Score: -3992565.000000 Penalty: 2524.400391
	Iteration 0F: 2 clusters Score -3992565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3974392.500000 Penalty: 5048.800781
	Iteration 0F: 3 clusters Score -3974392 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3980719.250000 Penalty: 5048.800781
	Iteration 1F: 3 clusters Score -3980719 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3981269.500000 Penalty: 5048.800781
	Iteration 2F: 3 clusters Score -3981270 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3981842.250000 Penalty: 5048.800781
	Iteration 3F: 3 clusters Score -3981842 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3982490.500000 Penalty: 5048.800781
	Iteration 4F: 3 clusters Score -3982490 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3983297.500000 Penalty: 5048.800781
	Iteration 5F: 3 clusters Score -3983298 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3984226.250000 Penalty: 5048.800781
	Iteration 6F: 3 clusters Score -3984226 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3985298.750000 Penalty: 5048.800781
	Iteration 7F: 3 clusters Score -3985299 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3986476.000000 Penalty: 5048.800781
	Iteration 8F: 3 clusters Score -3986476 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3987647.750000 Penalty: 5048.800781
	Iteration 9F: 3 clusters Score -3987648 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3988649.750000 Penalty: 5048.800781
	Iteration 10Q: 3 clusters Score -3988650 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3989303.500000 Penalty: 5048.800781
	Iteration 11Q: 3 clusters Score -3989304 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3989712.000000 Penalty: 5048.800781
	Iteration 12Q: 3 clusters Score -3989712 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3989974.250000 Penalty: 5048.800781
	Iteration 13Q: 3 clusters Score -3989974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3990150.000000 Penalty: 5048.800781
	Iteration 14Q: 3 clusters Score -3990150 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3990285.750000 Penalty: 5048.800781
	Iteration 15Q: 3 clusters Score -3990286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3990343.500000 Penalty: 5048.800781
	Iteration 16Q: 3 clusters Score -3990344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3990402.500000 Penalty: 5048.800781
	Iteration 17Q: 3 clusters Score -3990402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3990445.500000 Penalty: 5048.800781
	Iteration 18Q: 3 clusters Score -3990446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3990475.000000 Penalty: 5048.800781
	Iteration 19Q: 3 clusters Score -3990475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3990499.750000 Penalty: 5048.800781
	Iteration 20F: 3 clusters Score -3990500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3990523.750000 Penalty: 5048.800781
	Iteration 21Q: 3 clusters Score -3990524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3990533.500000 Penalty: 5048.800781
	Iteration 22Q: 3 clusters Score -3990534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3990541.750000 Penalty: 5048.800781
	Iteration 23Q: 3 clusters Score -3990542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3990559.750000 Penalty: 5048.800781
	Iteration 24Q: 3 clusters Score -3990560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3990568.250000 Penalty: 5048.800781
	Iteration 25Q: 3 clusters Score -3990568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3990569.500000 Penalty: 5048.800781
	Iteration 26Q: 3 clusters Score -3990570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3990573.000000 Penalty: 5048.800781
	Iteration 27Q: 3 clusters Score -3990573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3990580.250000 Penalty: 5048.800781
	Iteration 28Q: 3 clusters Score -3990580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3990580.500000 Penalty: 5048.800781
	Iteration 29Q: 3 clusters Score -3990580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3990582.750000 Penalty: 5048.800781
	Iteration 30Q: 3 clusters Score -3990583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3990583.250000 Penalty: 5048.800781
	Iteration 31Q: 3 clusters Score -3990583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3990583.250000 Penalty: 5048.800781
	Iteration 32F: 3 clusters Score -3990583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Entering Unmasked Estep 
Score: -3184987.750000 Penalty: 2479.690674
	Iteration 0F: 2 clusters Score -3184988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3169720.500000 Penalty: 4959.381348
	Iteration 0F: 3 clusters Score -3169720 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3175125.000000 Penalty: 4959.381348
	Iteration 1F: 3 clusters Score -3175125 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3175906.000000 Penalty: 4959.381348
	Iteration 2F: 3 clusters Score -3175906 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3176822.500000 Penalty: 4959.381348
	Iteration 3F: 3 clusters Score -3176822 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3177772.000000 Penalty: 4959.381348
	Iteration 4F: 3 clusters Score -3177772 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3178645.000000 Penalty: 4959.381348
	Iteration 5F: 3 clusters Score -3178645 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3179347.500000 Penalty: 4959.381348
	Iteration 6F: 3 clusters Score -3179348 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3179848.750000 Penalty: 4959.381348
	Iteration 7Q: 3 clusters Score -3179849 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3180208.500000 Penalty: 4959.381348
	Iteration 8Q: 3 clusters Score -3180208 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3180459.750000 Penalty: 4959.381348
	Iteration 9Q: 3 clusters Score -3180460 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3180623.500000 Penalty: 4959.381348
	Iteration 10Q: 3 clusters Score -3180624 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3180740.250000 Penalty: 4959.381348
	Iteration 11Q: 3 clusters Score -3180740 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3180836.250000 Penalty: 4959.381348
	Iteration 12Q: 3 clusters Score -3180836 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3180913.750000 Penalty: 4959.381348
	Iteration 13Q: 3 clusters Score -3180914 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3180957.750000 Penalty: 4959.381348
	Iteration 14Q: 3 clusters Score -3180958 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3181001.250000 Penalty: 4959.381348
	Iteration 15Q: 3 clusters Score -3181001 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3181049.000000 Penalty: 4959.381348
	Iteration 16Q: 3 clusters Score -3181049 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3181093.750000 Penalty: 4959.381348
	Iteration 17Q: 3 clusters Score -3181094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3181155.000000 Penalty: 4959.381348
	Iteration 18Q: 3 clusters Score -3181155 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3181190.000000 Penalty: 4959.381348
	Iteration 19Q: 3 clusters Score -3181190 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3181236.750000 Penalty: 4959.381348
	Iteration 20F: 3 clusters Score -3181237 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3181278.750000 Penalty: 4959.381348
	Iteration 21Q: 3 clusters Score -3181279 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3181299.500000 Penalty: 4959.381348
	Iteration 22Q: 3 clusters Score -3181300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3181345.500000 Penalty: 4959.381348
	Iteration 23Q: 3 clusters Score -3181346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3181382.750000 Penalty: 4959.381348
	Iteration 24Q: 3 clusters Score -3181383 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3181427.750000 Penalty: 4959.381348
	Iteration 25Q: 3 clusters Score -3181428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3181470.250000 Penalty: 4959.381348
	Iteration 26Q: 3 clusters Score -3181470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3181522.500000 Penalty: 4959.381348
	Iteration 27Q: 3 clusters Score -3181522 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3181583.750000 Penalty: 4959.381348
	Iteration 28Q: 3 clusters Score -3181584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3181638.250000 Penalty: 4959.381348
	Iteration 29Q: 3 clusters Score -3181638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3181691.000000 Penalty: 4959.381348
	Iteration 30Q: 3 clusters Score -3181691 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3181785.000000 Penalty: 4959.381348
	Iteration 31Q: 3 clusters Score -3181785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3181866.500000 Penalty: 4959.381348
	Iteration 32Q: 3 clusters Score -3181866 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3181959.750000 Penalty: 4959.381348
	Iteration 33Q: 3 clusters Score -3181960 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -3182069.500000 Penalty: 4959.381348
	Iteration 34Q: 3 clusters Score -3182070 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3182167.500000 Penalty: 4959.381348
	Iteration 35Q: 3 clusters Score -3182168 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3182312.250000 Penalty: 4959.381348
	Iteration 36Q: 3 clusters Score -3182312 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3182451.750000 Penalty: 4959.381348
	Iteration 37Q: 3 clusters Score -3182452 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3182588.500000 Penalty: 4959.381348
	Iteration 38Q: 3 clusters Score -3182588 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3182759.750000 Penalty: 4959.381348
	Iteration 39Q: 3 clusters Score -3182760 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3182894.500000 Penalty: 4959.381348
	Iteration 40F: 3 clusters Score -3182894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3182988.750000 Penalty: 4959.381348
	Iteration 41Q: 3 clusters Score -3182989 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3183082.250000 Penalty: 4959.381348
	Iteration 42Q: 3 clusters Score -3183082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3183164.250000 Penalty: 4959.381348
	Iteration 43Q: 3 clusters Score -3183164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3183231.250000 Penalty: 4959.381348
	Iteration 44Q: 3 clusters Score -3183231 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3183272.750000 Penalty: 4959.381348
	Iteration 45Q: 3 clusters Score -3183273 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3183330.500000 Penalty: 4959.381348
	Iteration 46Q: 3 clusters Score -3183330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3183361.250000 Penalty: 4959.381348
	Iteration 47Q: 3 clusters Score -3183361 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3183384.500000 Penalty: 4959.381348
	Iteration 48Q: 3 clusters Score -3183384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3183399.500000 Penalty: 4959.381348
	Iteration 49Q: 3 clusters Score -3183400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3183411.250000 Penalty: 4959.381348
	Iteration 50Q: 3 clusters Score -3183411 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3183432.000000 Penalty: 4959.381348
	Iteration 51Q: 3 clusters Score -3183432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3183457.250000 Penalty: 4959.381348
	Iteration 52Q: 3 clusters Score -3183457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3183461.250000 Penalty: 4959.381348
	Iteration 53Q: 3 clusters Score -3183461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3183477.500000 Penalty: 4959.381348
	Iteration 54Q: 3 clusters Score -3183478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3183490.750000 Penalty: 4959.381348
	Iteration 55Q: 3 clusters Score -3183491 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3183498.000000 Penalty: 4959.381348
	Iteration 56Q: 3 clusters Score -3183498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3183511.750000 Penalty: 4959.381348
	Iteration 57Q: 3 clusters Score -3183512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3183510.000000 Penalty: 4959.381348
	Iteration 58Q: 3 clusters Score -3183510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3183518.000000 Penalty: 4959.381348
	Iteration 59Q: 3 clusters Score -3183518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3183524.500000 Penalty: 4959.381348
	Iteration 60F: 3 clusters Score -3183524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3183527.500000 Penalty: 4959.381348
	Iteration 61Q: 3 clusters Score -3183528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3183537.250000 Penalty: 4959.381348
	Iteration 62Q: 3 clusters Score -3183537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3183530.250000 Penalty: 4959.381348
	Iteration 63Q: 3 clusters Score -3183530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3183540.000000 Penalty: 4959.381348
	Iteration 64Q: 3 clusters Score -3183540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3183544.750000 Penalty: 4959.381348
	Iteration 65Q: 3 clusters Score -3183545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3183545.750000 Penalty: 4959.381348
	Iteration 66Q: 3 clusters Score -3183546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3183550.750000 Penalty: 4959.381348
	Iteration 67Q: 3 clusters Score -3183551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3183551.500000 Penalty: 4959.381348
	Iteration 68Q: 3 clusters Score -3183552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3183554.250000 Penalty: 4959.381348
	Iteration 69Q: 3 clusters Score -3183554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3183556.500000 Penalty: 4959.381348
	Iteration 70Q: 3 clusters Score -3183556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3183560.000000 Penalty: 4959.381348
	Iteration 71Q: 3 clusters Score -3183560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3183559.000000 Penalty: 4959.381348
	Iteration 72Q: 3 clusters Score -3183559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3183559.000000 Penalty: 4959.381348
	Iteration 73Q: 3 clusters Score -3183559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3183557.000000 Penalty: 4959.381348
	Iteration 74Q: 3 clusters Score -3183557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3183554.500000 Penalty: 4959.381348
	Iteration 75Q: 3 clusters Score -3183554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3183556.000000 Penalty: 4959.381348
	Iteration 76Q: 3 clusters Score -3183556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3183559.000000 Penalty: 4959.381348
	Iteration 77Q: 3 clusters Score -3183559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3183559.000000 Penalty: 4959.381348
	Iteration 78F: 3 clusters Score -3183559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21023.339844 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21023.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21119.958984 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21119.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21148.429688 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21148.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21159.507812 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21159.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21159.507812 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -21159.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Entering Unmasked Estep 
Score: -2273651.500000 Penalty: 2404.326172
	Iteration 0F: 2 clusters Score -2273652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2261996.000000 Penalty: 4808.652344
	Iteration 0F: 3 clusters Score -2261996 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2265935.750000 Penalty: 4808.652344
	Iteration 1F: 3 clusters Score -2265936 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2266839.250000 Penalty: 4808.652344
	Iteration 2F: 3 clusters Score -2266839 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2267807.500000 Penalty: 4808.652344
	Iteration 3F: 3 clusters Score -2267808 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2268662.750000 Penalty: 4808.652344
	Iteration 4F: 3 clusters Score -2268663 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2269330.000000 Penalty: 4808.652344
	Iteration 5F: 3 clusters Score -2269330 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2269812.250000 Penalty: 4808.652344
	Iteration 6F: 3 clusters Score -2269812 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2270106.250000 Penalty: 4808.652344
	Iteration 7Q: 3 clusters Score -2270106 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2270301.750000 Penalty: 4808.652344
	Iteration 8Q: 3 clusters Score -2270302 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2270432.000000 Penalty: 4808.652344
	Iteration 9Q: 3 clusters Score -2270432 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2270539.750000 Penalty: 4808.652344
	Iteration 10Q: 3 clusters Score -2270540 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2270616.000000 Penalty: 4808.652344
	Iteration 11Q: 3 clusters Score -2270616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2270680.500000 Penalty: 4808.652344
	Iteration 12Q: 3 clusters Score -2270680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2270733.500000 Penalty: 4808.652344
	Iteration 13Q: 3 clusters Score -2270734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2270781.500000 Penalty: 4808.652344
	Iteration 14Q: 3 clusters Score -2270782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2270827.750000 Penalty: 4808.652344
	Iteration 15Q: 3 clusters Score -2270828 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2270866.250000 Penalty: 4808.652344
	Iteration 16Q: 3 clusters Score -2270866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2270909.250000 Penalty: 4808.652344
	Iteration 17Q: 3 clusters Score -2270909 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2270941.000000 Penalty: 4808.652344
	Iteration 18Q: 3 clusters Score -2270941 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2270976.750000 Penalty: 4808.652344
	Iteration 19Q: 3 clusters Score -2270977 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2271019.250000 Penalty: 4808.652344
	Iteration 20F: 3 clusters Score -2271019 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2271081.250000 Penalty: 4808.652344
	Iteration 21Q: 3 clusters Score -2271081 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2271123.000000 Penalty: 4808.652344
	Iteration 22Q: 3 clusters Score -2271123 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2271181.000000 Penalty: 4808.652344
	Iteration 23Q: 3 clusters Score -2271181 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2271227.500000 Penalty: 4808.652344
	Iteration 24Q: 3 clusters Score -2271228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2271266.250000 Penalty: 4808.652344
	Iteration 25Q: 3 clusters Score -2271266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2271293.500000 Penalty: 4808.652344
	Iteration 26Q: 3 clusters Score -2271294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2271320.250000 Penalty: 4808.652344
	Iteration 27Q: 3 clusters Score -2271320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2271334.750000 Penalty: 4808.652344
	Iteration 28Q: 3 clusters Score -2271335 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2271361.000000 Penalty: 4808.652344
	Iteration 29Q: 3 clusters Score -2271361 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2271395.000000 Penalty: 4808.652344
	Iteration 30Q: 3 clusters Score -2271395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2271409.750000 Penalty: 4808.652344
	Iteration 31Q: 3 clusters Score -2271410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2271429.500000 Penalty: 4808.652344
	Iteration 32Q: 3 clusters Score -2271430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2271452.500000 Penalty: 4808.652344
	Iteration 33Q: 3 clusters Score -2271452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2271482.000000 Penalty: 4808.652344
	Iteration 34Q: 3 clusters Score -2271482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2271523.000000 Penalty: 4808.652344
	Iteration 35Q: 3 clusters Score -2271523 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2271551.250000 Penalty: 4808.652344
	Iteration 36Q: 3 clusters Score -2271551 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2271588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2271619.250000 Penalty: 4808.652344
	Iteration 38Q: 3 clusters Score -2271619 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2271682.750000 Penalty: 4808.652344
	Iteration 39Q: 3 clusters Score -2271683 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2271745.000000 Penalty: 4808.652344
	Iteration 40F: 3 clusters Score -2271745 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2271793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2271848.750000 Penalty: 4808.652344
	Iteration 42Q: 3 clusters Score -2271849 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2271899 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2271939.500000 Penalty: 4808.652344
	Iteration 44Q: 3 clusters Score -2271940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2271976.500000 Penalty: 4808.652344
	Iteration 45Q: 3 clusters Score -2271976 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2272005.500000 Penalty: 4808.652344
	Iteration 46Q: 3 clusters Score -2272006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2272044.250000 Penalty: 4808.652344
	Iteration 47Q: 3 clusters Score -2272044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2272078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2272112.750000 Penalty: 4808.652344
	Iteration 49Q: 3 clusters Score -2272113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2272137.500000 Penalty: 4808.652344
	Iteration 50Q: 3 clusters Score -2272138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2272161.750000 Penalty: 4808.652344
	Iteration 51Q: 3 clusters Score -2272162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2272179.750000 Penalty: 4808.652344
	Iteration 52Q: 3 clusters Score -2272180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2272203.250000 Penalty: 4808.652344
	Iteration 53Q: 3 clusters Score -2272203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2272221.250000 Penalty: 4808.652344
	Iteration 54Q: 3 clusters Score -2272221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2272241.000000 Penalty: 4808.652344
	Iteration 55Q: 3 clusters Score -2272241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2272259.750000 Penalty: 4808.652344
	Iteration 56Q: 3 clusters Score -2272260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2272280.500000 Penalty: 4808.652344
	Iteration 57Q: 3 clusters Score -2272280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2272301.000000 Penalty: 4808.652344
	Iteration 58Q: 3 clusters Score -2272301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2272308.000000 Penalty: 4808.652344
	Iteration 59Q: 3 clusters Score -2272308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2272324.000000 Penalty: 4808.652344
	Iteration 60F: 3 clusters Score -2272324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2272334.500000 Penalty: 4808.652344
	Iteration 61Q: 3 clusters Score -2272334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2272344.750000 Penalty: 4808.652344
	Iteration 62Q: 3 clusters Score -2272345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2272350.500000 Penalty: 4808.652344
	Iteration 63Q: 3 clusters Score -2272350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2272362.500000 Penalty: 4808.652344
	Iteration 64Q: 3 clusters Score -2272362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2272368.500000 Penalty: 4808.652344
	Iteration 65Q: 3 clusters Score -2272368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2272382.500000 Penalty: 4808.652344
	Iteration 66Q: 3 clusters Score -2272382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2272390.750000 Penalty: 4808.652344
	Iteration 67Q: 3 clusters Score -2272391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2272392.250000 Penalty: 4808.652344
	Iteration 68Q: 3 clusters Score -2272392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2272401.750000 Penalty: 4808.652344
	Iteration 69Q: 3 clusters Score -2272402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2272406.000000 Penalty: 4808.652344
	Iteration 70Q: 3 clusters Score -2272406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2272413.750000 Penalty: 4808.652344
	Iteration 71Q: 3 clusters Score -2272414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2272423.000000 Penalty: 4808.652344
	Iteration 72Q: 3 clusters Score -2272423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2272431.000000 Penalty: 4808.652344
	Iteration 73Q: 3 clusters Score -2272431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2272436.750000 Penalty: 4808.652344
	Iteration 74Q: 3 clusters Score -2272437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2272448.500000 Penalty: 4808.652344
	Iteration 75Q: 3 clusters Score -2272448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2272460.250000 Penalty: 4808.652344
	Iteration 76Q: 3 clusters Score -2272460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2272460.500000 Penalty: 4808.652344
	Iteration 77Q: 3 clusters Score -2272460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2272465.750000 Penalty: 4808.652344
	Iteration 78Q: 3 clusters Score -2272466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2272467.250000 Penalty: 4808.652344
	Iteration 79Q: 3 clusters Score -2272467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2272473.000000 Penalty: 4808.652344
	Iteration 80F: 3 clusters Score -2272473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2272476.000000 Penalty: 4808.652344
	Iteration 81Q: 3 clusters Score -2272476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2272477.500000 Penalty: 4808.652344
	Iteration 82Q: 3 clusters Score -2272478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2272476.750000 Penalty: 4808.652344
	Iteration 83Q: 3 clusters Score -2272477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2272483.500000 Penalty: 4808.652344
	Iteration 84Q: 3 clusters Score -2272484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2272484.750000 Penalty: 4808.652344
	Iteration 85Q: 3 clusters Score -2272485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2272485.000000 Penalty: 4808.652344
	Iteration 86Q: 3 clusters Score -2272485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2272482.500000 Penalty: 4808.652344
	Iteration 87Q: 3 clusters Score -2272482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2272487.000000 Penalty: 4808.652344
	Iteration 88Q: 3 clusters Score -2272487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2272491.250000 Penalty: 4808.652344
	Iteration 89Q: 3 clusters Score -2272491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2272492.000000 Penalty: 4808.652344
	Iteration 90Q: 3 clusters Score -2272492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2272493.000000 Penalty: 4808.652344
	Iteration 91Q: 3 clusters Score -2272493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2272487.500000 Penalty: 4808.652344
	Iteration 92Q: 3 clusters Score -2272488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2272488.250000 Penalty: 4808.652344
	Iteration 93Q: 3 clusters Score -2272488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2272490.250000 Penalty: 4808.652344
	Iteration 94Q: 3 clusters Score -2272490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2272489.750000 Penalty: 4808.652344
	Iteration 95Q: 3 clusters Score -2272490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2272492.750000 Penalty: 4808.652344
	Iteration 96Q: 3 clusters Score -2272493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2272492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2272495.750000 Penalty: 4808.652344
	Iteration 98Q: 3 clusters Score -2272496 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2272497.750000 Penalty: 4808.652344
	Iteration 99Q: 3 clusters Score -2272498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2272498.750000 Penalty: 4808.652344
	Iteration 100F: 3 clusters Score -2272499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2272501.750000 Penalty: 4808.652344
	Iteration 101Q: 3 clusters Score -2272502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2272508.000000 Penalty: 4808.652344
	Iteration 102Q: 3 clusters Score -2272508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2272504.750000 Penalty: 4808.652344
	Iteration 103Q: 3 clusters Score -2272505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2272503.750000 Penalty: 4808.652344
	Iteration 104Q: 3 clusters Score -2272504 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2272506.000000 Penalty: 4808.652344
	Iteration 105Q: 3 clusters Score -2272506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2272508.500000 Penalty: 4808.652344
	Iteration 106Q: 3 clusters Score -2272508 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2741 members 
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Entering Unmasked Estep 
Score: -2272510.000000 Penalty: 4808.652344
	Iteration 107Q: 3 clusters Score -2272510 nChanged 1
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Mstep: Class 1 contains 2740 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2272510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
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Entering Unmasked Estep 
Score: -2272507.750000 Penalty: 4808.652344
	Iteration 109Q: 3 clusters Score -2272508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2272509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2272511 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2272508 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
Score: -2272508.000000 Penalty: 4808.652344
	Iteration 113F: 3 clusters Score -2272508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -2346186.000000 Penalty: 2391.326904
	Iteration 0F: 2 clusters Score -2346186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2335189.750000 Penalty: 4782.653809
	Iteration 0F: 3 clusters Score -2335190 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2338596.250000 Penalty: 4782.653809
	Iteration 1F: 3 clusters Score -2338596 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2339111.750000 Penalty: 4782.653809
	Iteration 2F: 3 clusters Score -2339112 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2339635.000000 Penalty: 4782.653809
	Iteration 3F: 3 clusters Score -2339635 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2340209.500000 Penalty: 4782.653809
	Iteration 4F: 3 clusters Score -2340210 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2340887.000000 Penalty: 4782.653809
	Iteration 5F: 3 clusters Score -2340887 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2341622.750000 Penalty: 4782.653809
	Iteration 6F: 3 clusters Score -2341623 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2342315.750000 Penalty: 4782.653809
	Iteration 7F: 3 clusters Score -2342316 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2342933.250000 Penalty: 4782.653809
	Iteration 8F: 3 clusters Score -2342933 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2343390.500000 Penalty: 4782.653809
	Iteration 9Q: 3 clusters Score -2343390 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2343701.250000 Penalty: 4782.653809
	Iteration 10Q: 3 clusters Score -2343701 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2343912.000000 Penalty: 4782.653809
	Iteration 11Q: 3 clusters Score -2343912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2344068.750000 Penalty: 4782.653809
	Iteration 12Q: 3 clusters Score -2344069 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2344161.500000 Penalty: 4782.653809
	Iteration 13Q: 3 clusters Score -2344162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2344228.750000 Penalty: 4782.653809
	Iteration 14Q: 3 clusters Score -2344229 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2344283.000000 Penalty: 4782.653809
	Iteration 15Q: 3 clusters Score -2344283 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2344331.750000 Penalty: 4782.653809
	Iteration 16Q: 3 clusters Score -2344332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2344365.000000 Penalty: 4782.653809
	Iteration 17Q: 3 clusters Score -2344365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2344386.500000 Penalty: 4782.653809
	Iteration 18Q: 3 clusters Score -2344386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2344403.750000 Penalty: 4782.653809
	Iteration 19Q: 3 clusters Score -2344404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2344427.000000 Penalty: 4782.653809
	Iteration 20F: 3 clusters Score -2344427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2344434.250000 Penalty: 4782.653809
	Iteration 21Q: 3 clusters Score -2344434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2344446.250000 Penalty: 4782.653809
	Iteration 22Q: 3 clusters Score -2344446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2344461.750000 Penalty: 4782.653809
	Iteration 23Q: 3 clusters Score -2344462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2344480.500000 Penalty: 4782.653809
	Iteration 24Q: 3 clusters Score -2344480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2344493.000000 Penalty: 4782.653809
	Iteration 25Q: 3 clusters Score -2344493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2344504.250000 Penalty: 4782.653809
	Iteration 26Q: 3 clusters Score -2344504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2344520.750000 Penalty: 4782.653809
	Iteration 27Q: 3 clusters Score -2344521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2344534.000000 Penalty: 4782.653809
	Iteration 28Q: 3 clusters Score -2344534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2344548.250000 Penalty: 4782.653809
	Iteration 29Q: 3 clusters Score -2344548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2344560.000000 Penalty: 4782.653809
	Iteration 30Q: 3 clusters Score -2344560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2344568.750000 Penalty: 4782.653809
	Iteration 31Q: 3 clusters Score -2344569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2344568.250000 Penalty: 4782.653809
	Iteration 32Q: 3 clusters Score -2344568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2344578.500000 Penalty: 4782.653809
	Iteration 33Q: 3 clusters Score -2344578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2344580.250000 Penalty: 4782.653809
	Iteration 34Q: 3 clusters Score -2344580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2344589.250000 Penalty: 4782.653809
	Iteration 35Q: 3 clusters Score -2344589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2344596.000000 Penalty: 4782.653809
	Iteration 36Q: 3 clusters Score -2344596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2344600.250000 Penalty: 4782.653809
	Iteration 37Q: 3 clusters Score -2344600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2344618.000000 Penalty: 4782.653809
	Iteration 38Q: 3 clusters Score -2344618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2344625.000000 Penalty: 4782.653809
	Iteration 39Q: 3 clusters Score -2344625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2344635.500000 Penalty: 4782.653809
	Iteration 40F: 3 clusters Score -2344636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2344650.250000 Penalty: 4782.653809
	Iteration 41Q: 3 clusters Score -2344650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2344665.750000 Penalty: 4782.653809
	Iteration 42Q: 3 clusters Score -2344666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2344674.500000 Penalty: 4782.653809
	Iteration 43Q: 3 clusters Score -2344674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2344695.500000 Penalty: 4782.653809
	Iteration 44Q: 3 clusters Score -2344696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2344720.500000 Penalty: 4782.653809
	Iteration 45Q: 3 clusters Score -2344720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2344748.500000 Penalty: 4782.653809
	Iteration 46Q: 3 clusters Score -2344748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2344786.000000 Penalty: 4782.653809
	Iteration 47Q: 3 clusters Score -2344786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2344827.250000 Penalty: 4782.653809
	Iteration 48Q: 3 clusters Score -2344827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2344871.750000 Penalty: 4782.653809
	Iteration 49Q: 3 clusters Score -2344872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2344952.250000 Penalty: 4782.653809
	Iteration 50Q: 3 clusters Score -2344952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2345106.250000 Penalty: 4782.653809
	Iteration 51Q: 3 clusters Score -2345106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2345281.500000 Penalty: 4782.653809
	Iteration 52Q: 3 clusters Score -2345282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2345353.000000 Penalty: 4782.653809
	Iteration 53Q: 3 clusters Score -2345353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2345388.750000 Penalty: 4782.653809
	Iteration 54Q: 3 clusters Score -2345389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2345404.000000 Penalty: 4782.653809
	Iteration 55Q: 3 clusters Score -2345404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2345407.000000 Penalty: 4782.653809
	Iteration 56Q: 3 clusters Score -2345407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2345411.000000 Penalty: 4782.653809
	Iteration 57Q: 3 clusters Score -2345411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2345416.500000 Penalty: 4782.653809
	Iteration 58Q: 3 clusters Score -2345416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2345414.250000 Penalty: 4782.653809
	Iteration 59Q: 3 clusters Score -2345414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2345417.000000 Penalty: 4782.653809
	Iteration 60F: 3 clusters Score -2345417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2345420.000000 Penalty: 4782.653809
	Iteration 61Q: 3 clusters Score -2345420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2345419.500000 Penalty: 4782.653809
	Iteration 62Q: 3 clusters Score -2345420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2345419.500000 Penalty: 4782.653809
	Iteration 63F: 3 clusters Score -2345420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -360949.062500 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -360949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -357911.843750 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -357911.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -358600.656250 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -358600.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -358893.562500 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -358893.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -359056.875000 Penalty: 3894.037842
	Iteration 3F: 3 clusters Score -359056.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -359211.531250 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -359211.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -359409.906250 Penalty: 3894.037842
	Iteration 5F: 3 clusters Score -359409.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -359602.718750 Penalty: 3894.037842
	Iteration 6F: 3 clusters Score -359602.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -359770.093750 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -359770.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -359890.625000 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -359890.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -359980.125000 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -359980.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -360065.625000 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -360065.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -360119.156250 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -360119.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -360148.531250 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -360148.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -360166.062500 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -360166.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -360178.250000 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -360178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -360189.406250 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -360189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -360198.781250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -360198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -360205.250000 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -360205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -360208.343750 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -360208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -360211.500000 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -360211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -360211.625000 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -360211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -360212.031250 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -360212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -360212.843750 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -360212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -360212.843750 Penalty: 3894.037842
	Iteration 23F: 3 clusters Score -360212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Entering Unmasked Estep 
Score: -5519068.000000 Penalty: 2604.855469
	Iteration 0F: 2 clusters Score -5519068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5494433.500000 Penalty: 5209.710938
	Iteration 0F: 3 clusters Score -5494434 nChanged 16596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -5503398.500000 Penalty: 5209.710938
	Iteration 1F: 3 clusters Score -5503398 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5503926.000000 Penalty: 5209.710938
	Iteration 2Q: 3 clusters Score -5503926 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5504485.000000 Penalty: 5209.710938
	Iteration 3Q: 3 clusters Score -5504485 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -5505095.500000 Penalty: 5209.710938
	Iteration 4Q: 3 clusters Score -5505096 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5505753.000000 Penalty: 5209.710938
	Iteration 5Q: 3 clusters Score -5505753 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5506495.000000 Penalty: 5209.710938
	Iteration 6Q: 3 clusters Score -5506495 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5507342.500000 Penalty: 5209.710938
	Iteration 7Q: 3 clusters Score -5507342 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5508428.500000 Penalty: 5209.710938
	Iteration 8F: 3 clusters Score -5508428 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5509784.500000 Penalty: 5209.710938
	Iteration 9F: 3 clusters Score -5509784 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5511589.000000 Penalty: 5209.710938
	Iteration 10F: 3 clusters Score -5511589 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5513339.500000 Penalty: 5209.710938
	Iteration 11F: 3 clusters Score -5513340 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5514735.500000 Penalty: 5209.710938
	Iteration 12Q: 3 clusters Score -5514736 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5515634.500000 Penalty: 5209.710938
	Iteration 13Q: 3 clusters Score -5515634 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5516119.500000 Penalty: 5209.710938
	Iteration 14Q: 3 clusters Score -5516120 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -5516400.000000 Penalty: 5209.710938
	Iteration 15Q: 3 clusters Score -5516400 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5516563.500000 Penalty: 5209.710938
	Iteration 16Q: 3 clusters Score -5516564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5516708.000000 Penalty: 5209.710938
	Iteration 17Q: 3 clusters Score -5516708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5516794.500000 Penalty: 5209.710938
	Iteration 18Q: 3 clusters Score -5516794 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5516885.500000 Penalty: 5209.710938
	Iteration 19Q: 3 clusters Score -5516886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -5516933.000000 Penalty: 5209.710938
	Iteration 20F: 3 clusters Score -5516933 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5517004.500000 Penalty: 5209.710938
	Iteration 21Q: 3 clusters Score -5517004 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5517075.000000 Penalty: 5209.710938
	Iteration 22Q: 3 clusters Score -5517075 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5517138.000000 Penalty: 5209.710938
	Iteration 23Q: 3 clusters Score -5517138 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5517198.500000 Penalty: 5209.710938
	Iteration 24Q: 3 clusters Score -5517198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5517221.000000 Penalty: 5209.710938
	Iteration 25Q: 3 clusters Score -5517221 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5517245.000000 Penalty: 5209.710938
	Iteration 26Q: 3 clusters Score -5517245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5517273.000000 Penalty: 5209.710938
	Iteration 27Q: 3 clusters Score -5517273 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -5517304.500000 Penalty: 5209.710938
	Iteration 28Q: 3 clusters Score -5517304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5517336.000000 Penalty: 5209.710938
	Iteration 29Q: 3 clusters Score -5517336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5517353.500000 Penalty: 5209.710938
	Iteration 30Q: 3 clusters Score -5517354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5517383.500000 Penalty: 5209.710938
	Iteration 31Q: 3 clusters Score -5517384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -5517385.000000 Penalty: 5209.710938
	Iteration 32Q: 3 clusters Score -5517385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5517404.000000 Penalty: 5209.710938
	Iteration 33Q: 3 clusters Score -5517404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5517429.000000 Penalty: 5209.710938
	Iteration 34Q: 3 clusters Score -5517429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5517432.500000 Penalty: 5209.710938
	Iteration 35Q: 3 clusters Score -5517432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5517440.000000 Penalty: 5209.710938
	Iteration 36Q: 3 clusters Score -5517440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5517438.000000 Penalty: 5209.710938
	Iteration 37Q: 3 clusters Score -5517438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5517443.500000 Penalty: 5209.710938
	Iteration 38Q: 3 clusters Score -5517444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5517445.500000 Penalty: 5209.710938
	Iteration 39Q: 3 clusters Score -5517446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5517452.000000 Penalty: 5209.710938
	Iteration 40F: 3 clusters Score -5517452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5517452.500000 Penalty: 5209.710938
	Iteration 41Q: 3 clusters Score -5517452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5517464.000000 Penalty: 5209.710938
	Iteration 42Q: 3 clusters Score -5517464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5517459.500000 Penalty: 5209.710938
	Iteration 43Q: 3 clusters Score -5517460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5517470.000000 Penalty: 5209.710938
	Iteration 44Q: 3 clusters Score -5517470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5517478.000000 Penalty: 5209.710938
	Iteration 45Q: 3 clusters Score -5517478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5517479.500000 Penalty: 5209.710938
	Iteration 46Q: 3 clusters Score -5517480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5517489.500000 Penalty: 5209.710938
	Iteration 47Q: 3 clusters Score -5517490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5517495.000000 Penalty: 5209.710938
	Iteration 48Q: 3 clusters Score -5517495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5517500.000000 Penalty: 5209.710938
	Iteration 49Q: 3 clusters Score -5517500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5517506.500000 Penalty: 5209.710938
	Iteration 50Q: 3 clusters Score -5517506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5517502.000000 Penalty: 5209.710938
	Iteration 51Q: 3 clusters Score -5517502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5517502.000000 Penalty: 5209.710938
	Iteration 52Q: 3 clusters Score -5517502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5517494.500000 Penalty: 5209.710938
	Iteration 53Q: 3 clusters Score -5517494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5517516.500000 Penalty: 5209.710938
	Iteration 54Q: 3 clusters Score -5517516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5517515.500000 Penalty: 5209.710938
	Iteration 55Q: 3 clusters Score -5517516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5517515.500000 Penalty: 5209.710938
	Iteration 56Q: 3 clusters Score -5517516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5517521.500000 Penalty: 5209.710938
	Iteration 57Q: 3 clusters Score -5517522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5517531.000000 Penalty: 5209.710938
	Iteration 58Q: 3 clusters Score -5517531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5517525.000000 Penalty: 5209.710938
	Iteration 59Q: 3 clusters Score -5517525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5517524.000000 Penalty: 5209.710938
	Iteration 60F: 3 clusters Score -5517524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5517528.500000 Penalty: 5209.710938
	Iteration 61Q: 3 clusters Score -5517528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5517528.500000 Penalty: 5209.710938
	Iteration 62Q: 3 clusters Score -5517528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5517529.000000 Penalty: 5209.710938
	Iteration 63Q: 3 clusters Score -5517529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5517531.500000 Penalty: 5209.710938
	Iteration 64Q: 3 clusters Score -5517532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5517535.000000 Penalty: 5209.710938
	Iteration 65Q: 3 clusters Score -5517535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5517538.500000 Penalty: 5209.710938
	Iteration 66Q: 3 clusters Score -5517538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5517530.000000 Penalty: 5209.710938
	Iteration 67Q: 3 clusters Score -5517530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5517528.000000 Penalty: 5209.710938
	Iteration 68Q: 3 clusters Score -5517528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5517522.500000 Penalty: 5209.710938
	Iteration 69Q: 3 clusters Score -5517522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5517515.000000 Penalty: 5209.710938
	Iteration 70Q: 3 clusters Score -5517515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5517520.000000 Penalty: 5209.710938
	Iteration 71Q: 3 clusters Score -5517520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5517518.500000 Penalty: 5209.710938
	Iteration 72Q: 3 clusters Score -5517518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5517516.000000 Penalty: 5209.710938
	Iteration 73Q: 3 clusters Score -5517516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5517516.000000 Penalty: 5209.710938
	Iteration 74F: 3 clusters Score -5517516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -15566.332031 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15566.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15680.363281 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15680.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15721.941406 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15721.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -15762.815430 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15762.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15787.396484 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15810.480469 Penalty: 2443.917969
	Iteration 5Q: 3 clusters Score -15810.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15820.352539 Penalty: 2443.917969
	Iteration 6Q: 3 clusters Score -15820.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15820.909180 Penalty: 2443.917969
	Iteration 7F: 3 clusters Score -15820.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15831.493164 Penalty: 2443.917969
	Iteration 8Q: 3 clusters Score -15831.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15831.493164 Penalty: 2443.917969
	Iteration 9F: 3 clusters Score -15831.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90118.078125 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90118.08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90450.890625 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90450.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90607.218750 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -90607.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90708.312500 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -90708.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90832.414062 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90832.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90945.054688 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90945.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91046.515625 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -91046.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91090.492188 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -91090.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91139.062500 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -91139.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91204.843750 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -91204.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91237.117188 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -91237.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91254.585938 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -91254.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91261.554688 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -91261.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91262.882812 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -91262.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91265.085938 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -91265.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91266.851562 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -91266.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91266.851562 Penalty: 3240.759277
	Iteration 16F: 3 clusters Score -91266.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -417672.562500 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -417672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -414545.281250 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -414545.3 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -415162.000000 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -415162 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -415367.125000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -415367.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -415521.906250 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -415521.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -415649.468750 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -415649.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -415750.187500 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -415750.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -415833.843750 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -415833.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -415895.875000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -415895.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -415943.031250 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -415943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -415988.031250 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -415988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -416029.968750 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -416030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -416060.406250 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -416060.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -416087.468750 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -416087.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -416110.906250 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -416110.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -416132.906250 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -416132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -416141.906250 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -416141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -416155.250000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -416155.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -416167.406250 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -416167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -416176.750000 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -416176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -416188.531250 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -416188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -416199.062500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -416199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -416204.125000 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -416204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -416210.218750 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -416210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -416214.656250 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -416214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -416217.187500 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -416217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -416220.375000 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -416220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -416223.500000 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -416223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -416225.781250 Penalty: 3937.468994
	Iteration 27Q: 3 clusters Score -416225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -416231.875000 Penalty: 3937.468994
	Iteration 28Q: 3 clusters Score -416231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -416238.718750 Penalty: 3937.468994
	Iteration 29Q: 3 clusters Score -416238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -416248.531250 Penalty: 3937.468994
	Iteration 30Q: 3 clusters Score -416248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -416259.750000 Penalty: 3937.468994
	Iteration 31Q: 3 clusters Score -416259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -416262.218750 Penalty: 3937.468994
	Iteration 32Q: 3 clusters Score -416262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -416264.468750 Penalty: 3937.468994
	Iteration 33Q: 3 clusters Score -416264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -416265.281250 Penalty: 3937.468994
	Iteration 34Q: 3 clusters Score -416265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -416268.406250 Penalty: 3937.468994
	Iteration 35Q: 3 clusters Score -416268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -416270.062500 Penalty: 3937.468994
	Iteration 36Q: 3 clusters Score -416270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -416272.187500 Penalty: 3937.468994
	Iteration 37Q: 3 clusters Score -416272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -416273.093750 Penalty: 3937.468994
	Iteration 38Q: 3 clusters Score -416273.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -416273.093750 Penalty: 3937.468994
	Iteration 39F: 3 clusters Score -416273.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Entering Unmasked Estep 
Score: -2280526.500000 Penalty: 2387.988037
	Iteration 0F: 2 clusters Score -2280526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2269540.000000 Penalty: 4775.976074
	Iteration 0F: 3 clusters Score -2269540 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2273336.250000 Penalty: 4775.976074
	Iteration 1F: 3 clusters Score -2273336 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2274393.250000 Penalty: 4775.976074
	Iteration 2F: 3 clusters Score -2274393 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2275680.250000 Penalty: 4775.976074
	Iteration 3F: 3 clusters Score -2275680 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2277034.000000 Penalty: 4775.976074
	Iteration 4F: 3 clusters Score -2277034 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2278240.750000 Penalty: 4775.976074
	Iteration 5F: 3 clusters Score -2278241 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2278987.000000 Penalty: 4775.976074
	Iteration 6F: 3 clusters Score -2278987 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2279362.500000 Penalty: 4775.976074
	Iteration 7Q: 3 clusters Score -2279362 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2279523.000000 Penalty: 4775.976074
	Iteration 8Q: 3 clusters Score -2279523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2279599.000000 Penalty: 4775.976074
	Iteration 9Q: 3 clusters Score -2279599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2279654.750000 Penalty: 4775.976074
	Iteration 10Q: 3 clusters Score -2279655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2279690.750000 Penalty: 4775.976074
	Iteration 11Q: 3 clusters Score -2279691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2279717.000000 Penalty: 4775.976074
	Iteration 12Q: 3 clusters Score -2279717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2279747.750000 Penalty: 4775.976074
	Iteration 13Q: 3 clusters Score -2279748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2279758.000000 Penalty: 4775.976074
	Iteration 14Q: 3 clusters Score -2279758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2279769.750000 Penalty: 4775.976074
	Iteration 15Q: 3 clusters Score -2279770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2279769.500000 Penalty: 4775.976074
	Iteration 16Q: 3 clusters Score -2279770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2279771.750000 Penalty: 4775.976074
	Iteration 17Q: 3 clusters Score -2279772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2279781.500000 Penalty: 4775.976074
	Iteration 18Q: 3 clusters Score -2279782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2279786.500000 Penalty: 4775.976074
	Iteration 19Q: 3 clusters Score -2279786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2279784.000000 Penalty: 4775.976074
	Iteration 20F: 3 clusters Score -2279784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2279789.750000 Penalty: 4775.976074
	Iteration 21Q: 3 clusters Score -2279790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2279788.250000 Penalty: 4775.976074
	Iteration 22Q: 3 clusters Score -2279788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2279792.500000 Penalty: 4775.976074
	Iteration 23Q: 3 clusters Score -2279792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2279791.750000 Penalty: 4775.976074
	Iteration 24Q: 3 clusters Score -2279792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2279795.500000 Penalty: 4775.976074
	Iteration 25Q: 3 clusters Score -2279796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2279794.750000 Penalty: 4775.976074
	Iteration 26Q: 3 clusters Score -2279795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2279794.250000 Penalty: 4775.976074
	Iteration 27Q: 3 clusters Score -2279794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2279796.750000 Penalty: 4775.976074
	Iteration 28Q: 3 clusters Score -2279797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2279797.000000 Penalty: 4775.976074
	Iteration 29Q: 3 clusters Score -2279797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2279800.500000 Penalty: 4775.976074
	Iteration 30Q: 3 clusters Score -2279800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2279796.750000 Penalty: 4775.976074
	Iteration 31Q: 3 clusters Score -2279797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2279801.250000 Penalty: 4775.976074
	Iteration 32Q: 3 clusters Score -2279801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2279802.750000 Penalty: 4775.976074
	Iteration 33Q: 3 clusters Score -2279803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2279801.500000 Penalty: 4775.976074
	Iteration 34Q: 3 clusters Score -2279802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2279802.250000 Penalty: 4775.976074
	Iteration 35Q: 3 clusters Score -2279802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2279805.750000 Penalty: 4775.976074
	Iteration 36Q: 3 clusters Score -2279806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2279805.000000 Penalty: 4775.976074
	Iteration 37Q: 3 clusters Score -2279805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2279805.500000 Penalty: 4775.976074
	Iteration 38Q: 3 clusters Score -2279806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2279805.250000 Penalty: 4775.976074
	Iteration 39Q: 3 clusters Score -2279805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2279811.000000 Penalty: 4775.976074
	Iteration 40F: 3 clusters Score -2279811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2279810.500000 Penalty: 4775.976074
	Iteration 41Q: 3 clusters Score -2279810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2279812.750000 Penalty: 4775.976074
	Iteration 42Q: 3 clusters Score -2279813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2279817.750000 Penalty: 4775.976074
	Iteration 43Q: 3 clusters Score -2279818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2279818.000000 Penalty: 4775.976074
	Iteration 44Q: 3 clusters Score -2279818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2279820.500000 Penalty: 4775.976074
	Iteration 45Q: 3 clusters Score -2279820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2279821.000000 Penalty: 4775.976074
	Iteration 46Q: 3 clusters Score -2279821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2279818.500000 Penalty: 4775.976074
	Iteration 47Q: 3 clusters Score -2279818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2279823.250000 Penalty: 4775.976074
	Iteration 48Q: 3 clusters Score -2279823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2279823.000000 Penalty: 4775.976074
	Iteration 49Q: 3 clusters Score -2279823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2279821.250000 Penalty: 4775.976074
	Iteration 50Q: 3 clusters Score -2279821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2279828.750000 Penalty: 4775.976074
	Iteration 51Q: 3 clusters Score -2279829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2279833.750000 Penalty: 4775.976074
	Iteration 52Q: 3 clusters Score -2279834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2279837.000000 Penalty: 4775.976074
	Iteration 53Q: 3 clusters Score -2279837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2279840.000000 Penalty: 4775.976074
	Iteration 54Q: 3 clusters Score -2279840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2279847.750000 Penalty: 4775.976074
	Iteration 55Q: 3 clusters Score -2279848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2279849.250000 Penalty: 4775.976074
	Iteration 56Q: 3 clusters Score -2279849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2279856.500000 Penalty: 4775.976074
	Iteration 57Q: 3 clusters Score -2279856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2279865.500000 Penalty: 4775.976074
	Iteration 58Q: 3 clusters Score -2279866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2279879.250000 Penalty: 4775.976074
	Iteration 59Q: 3 clusters Score -2279879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2279945.000000 Penalty: 4775.976074
	Iteration 60F: 3 clusters Score -2279945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2279958.000000 Penalty: 4775.976074
	Iteration 61Q: 3 clusters Score -2279958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2279963.000000 Penalty: 4775.976074
	Iteration 62Q: 3 clusters Score -2279963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2279967.750000 Penalty: 4775.976074
	Iteration 63Q: 3 clusters Score -2279968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2279967.500000 Penalty: 4775.976074
	Iteration 64Q: 3 clusters Score -2279968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2279968.750000 Penalty: 4775.976074
	Iteration 65Q: 3 clusters Score -2279969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2279968.500000 Penalty: 4775.976074
	Iteration 66Q: 3 clusters Score -2279968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2279968.750000 Penalty: 4775.976074
	Iteration 67Q: 3 clusters Score -2279969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2279971.250000 Penalty: 4775.976074
	Iteration 68Q: 3 clusters Score -2279971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2279972.250000 Penalty: 4775.976074
	Iteration 69Q: 3 clusters Score -2279972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2279972.250000 Penalty: 4775.976074
	Iteration 70Q: 3 clusters Score -2279972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2279973.000000 Penalty: 4775.976074
	Iteration 71Q: 3 clusters Score -2279973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2279973.750000 Penalty: 4775.976074
	Iteration 72Q: 3 clusters Score -2279974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2279971.750000 Penalty: 4775.976074
	Iteration 73Q: 3 clusters Score -2279972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2279971.750000 Penalty: 4775.976074
	Iteration 74F: 3 clusters Score -2279972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -510864.187500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -510864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -507370.093750 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -507370.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -508137.000000 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -508137 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -508450.000000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -508450 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -508690.593750 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -508690.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -508887.812500 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -508887.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -509059.718750 Penalty: 4033.531006
	Iteration 5F: 3 clusters Score -509059.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -509205.500000 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -509205.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -509332.687500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -509332.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -509435.312500 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -509435.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -509511.968750 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -509512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -509596.531250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -509596.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -509674.281250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -509674.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -509751.312500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -509751.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -509810.937500 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -509810.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -509849.968750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -509850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -509861.156250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -509861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -509864.968750 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -509865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -509870.343750 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -509870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -509875.500000 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -509875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -509880.312500 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -509880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -509884.687500 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -509884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -509887.218750 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -509887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -509889.656250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -509889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -509890.093750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -509890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -509890.625000 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -509890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -509891.437500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -509891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -509892.218750 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -509892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -509892.156250 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -509892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -509893.343750 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -509893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -509893.562500 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -509893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -509894.093750 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -509894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -509898.312500 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -509898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -509900.218750 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -509900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -509902.031250 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -509902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -509902.906250 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -509902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -509902.906250 Penalty: 4033.531006
	Iteration 35F: 3 clusters Score -509902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -360444.968750 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -360445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -357599.468750 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -357599.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358169.968750 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -358170 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358294.687500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -358294.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -358352.906250 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -358352.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -358391.125000 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -358391.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -358415.406250 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -358415.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -358449.531250 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -358449.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -358494.093750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -358494.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -358545.281250 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -358545.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -358604.531250 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -358604.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -358666.031250 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -358666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -358764.156250 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -358764.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -358890.312500 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -358890.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -359079.718750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -359079.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359228.031250 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -359228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -359329.687500 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -359329.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -359388.218750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -359388.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -359432.062500 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -359432.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -359467.843750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -359467.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -359494.468750 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -359494.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -359524.937500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -359524.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -359560.281250 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -359560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -359594.218750 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -359594.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -359635.562500 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -359635.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -359661.062500 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -359661.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359678.781250 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -359678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359692.843750 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -359692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -359699.281250 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -359699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -359703.593750 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -359703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -359706.250000 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -359706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359708.718750 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -359708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -359715.031250 Penalty: 3852.562988
	Iteration 31Q: 3 clusters Score -359715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -359722.125000 Penalty: 3852.562988
	Iteration 32Q: 3 clusters Score -359722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -359729.593750 Penalty: 3852.562988
	Iteration 33Q: 3 clusters Score -359729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -359734.718750 Penalty: 3852.562988
	Iteration 34Q: 3 clusters Score -359734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -359738.031250 Penalty: 3852.562988
	Iteration 35Q: 3 clusters Score -359738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -359742.343750 Penalty: 3852.562988
	Iteration 36Q: 3 clusters Score -359742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -359746.093750 Penalty: 3852.562988
	Iteration 37Q: 3 clusters Score -359746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -359752.031250 Penalty: 3852.562988
	Iteration 38Q: 3 clusters Score -359752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -359760.843750 Penalty: 3852.562988
	Iteration 39Q: 3 clusters Score -359760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359766.625000 Penalty: 3852.562988
	Iteration 40F: 3 clusters Score -359766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -359770.687500 Penalty: 3852.562988
	Iteration 41Q: 3 clusters Score -359770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -359771.281250 Penalty: 3852.562988
	Iteration 42Q: 3 clusters Score -359771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -359771.281250 Penalty: 3852.562988
	Iteration 43F: 3 clusters Score -359771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -449024.531250 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -449024.5 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 1646 members 
Entering Unmasked Estep 
Score: -445593.937500 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -445593.9 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -446479.875000 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -446479.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -446709.250000 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -446709.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -446899.531250 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -446899.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -447119.968750 Penalty: 4033.385010
	Iteration 4F: 3 clusters Score -447120 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -447405.468750 Penalty: 4033.385010
	Iteration 5F: 3 clusters Score -447405.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -447715.937500 Penalty: 4033.385010
	Iteration 6F: 3 clusters Score -447715.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -447947.750000 Penalty: 4033.385010
	Iteration 7F: 3 clusters Score -447947.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -448084.250000 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -448084.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -448186.625000 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -448186.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -448262.312500 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -448262.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -448320.656250 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -448320.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -448358.031250 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -448358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -448394.031250 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -448394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -448416.406250 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -448416.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -448430.218750 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -448430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -448436.250000 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -448436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -448444.062500 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -448444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -448449.281250 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -448449.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -448455.125000 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -448455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448457.718750 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -448457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448461.687500 Penalty: 4033.385010
	Iteration 21Q: 3 clusters Score -448461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -448464.343750 Penalty: 4033.385010
	Iteration 22Q: 3 clusters Score -448464.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448468.968750 Penalty: 4033.385010
	Iteration 23Q: 3 clusters Score -448469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448469.968750 Penalty: 4033.385010
	Iteration 24Q: 3 clusters Score -448470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448472.218750 Penalty: 4033.385010
	Iteration 25Q: 3 clusters Score -448472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448477.000000 Penalty: 4033.385010
	Iteration 26Q: 3 clusters Score -448477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -448479.781250 Penalty: 4033.385010
	Iteration 27Q: 3 clusters Score -448479.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448483.375000 Penalty: 4033.385010
	Iteration 28Q: 3 clusters Score -448483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448488.125000 Penalty: 4033.385010
	Iteration 29Q: 3 clusters Score -448488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -448492.218750 Penalty: 4033.385010
	Iteration 30Q: 3 clusters Score -448492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -448495.031250 Penalty: 4033.385010
	Iteration 31Q: 3 clusters Score -448495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448497.531250 Penalty: 4033.385010
	Iteration 32Q: 3 clusters Score -448497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448500.187500 Penalty: 4033.385010
	Iteration 33Q: 3 clusters Score -448500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448500.468750 Penalty: 4033.385010
	Iteration 34Q: 3 clusters Score -448500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -448500.468750 Penalty: 4033.385010
	Iteration 35F: 3 clusters Score -448500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -189365.859375 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -189365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -187304.593750 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -187304.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -187838.968750 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -187839 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188136.187500 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -188136.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -188375.234375 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -188375.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -188508.250000 Penalty: 3584.199707
	Iteration 4Q: 3 clusters Score -188508.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -188580.140625 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -188580.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188618.781250 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -188618.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -188631.734375 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -188631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -188638.796875 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -188638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -188643.984375 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -188644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188649.953125 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -188650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -188657.015625 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -188657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -188668.203125 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -188668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -188674.031250 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -188674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -188678.203125 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -188678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -188682.796875 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -188682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -188689.218750 Penalty: 3584.199707
	Iteration 16Q: 3 clusters Score -188689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -188697.062500 Penalty: 3584.199707
	Iteration 17Q: 3 clusters Score -188697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -188704.312500 Penalty: 3584.199707
	Iteration 18Q: 3 clusters Score -188704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -188717.265625 Penalty: 3584.199707
	Iteration 19Q: 3 clusters Score -188717.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -188722.468750 Penalty: 3584.199707
	Iteration 20F: 3 clusters Score -188722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188725.156250 Penalty: 3584.199707
	Iteration 21Q: 3 clusters Score -188725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -188725.484375 Penalty: 3584.199707
	Iteration 22Q: 3 clusters Score -188725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188726.140625 Penalty: 3584.199707
	Iteration 23Q: 3 clusters Score -188726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -188726.140625 Penalty: 3584.199707
	Iteration 24F: 3 clusters Score -188726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -643332.625000 Penalty: 2082.470215
	Iteration 0F: 2 clusters Score -643332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -639117.625000 Penalty: 4164.940430
	Iteration 0F: 3 clusters Score -639117.6 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -640072.000000 Penalty: 4164.940430
	Iteration 1F: 3 clusters Score -640072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -640267.687500 Penalty: 4164.940430
	Iteration 2F: 3 clusters Score -640267.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -640384.250000 Penalty: 4164.940430
	Iteration 3Q: 3 clusters Score -640384.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -640475.625000 Penalty: 4164.940430
	Iteration 4Q: 3 clusters Score -640475.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -640549.312500 Penalty: 4164.940430
	Iteration 5Q: 3 clusters Score -640549.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -640613.000000 Penalty: 4164.940430
	Iteration 6Q: 3 clusters Score -640613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -640669.250000 Penalty: 4164.940430
	Iteration 7Q: 3 clusters Score -640669.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -640705.812500 Penalty: 4164.940430
	Iteration 8Q: 3 clusters Score -640705.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -640736.000000 Penalty: 4164.940430
	Iteration 9Q: 3 clusters Score -640736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -640762.312500 Penalty: 4164.940430
	Iteration 10Q: 3 clusters Score -640762.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -640791.250000 Penalty: 4164.940430
	Iteration 11Q: 3 clusters Score -640791.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -640813.687500 Penalty: 4164.940430
	Iteration 12Q: 3 clusters Score -640813.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -640833.187500 Penalty: 4164.940430
	Iteration 13Q: 3 clusters Score -640833.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -640847.437500 Penalty: 4164.940430
	Iteration 14Q: 3 clusters Score -640847.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -640855.875000 Penalty: 4164.940430
	Iteration 15Q: 3 clusters Score -640855.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -640864.312500 Penalty: 4164.940430
	Iteration 16Q: 3 clusters Score -640864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -640871.937500 Penalty: 4164.940430
	Iteration 17Q: 3 clusters Score -640871.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -640877.875000 Penalty: 4164.940430
	Iteration 18Q: 3 clusters Score -640877.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -640883.562500 Penalty: 4164.940430
	Iteration 19Q: 3 clusters Score -640883.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -640890.750000 Penalty: 4164.940430
	Iteration 20F: 3 clusters Score -640890.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -640898.375000 Penalty: 4164.940430
	Iteration 21Q: 3 clusters Score -640898.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -640908.750000 Penalty: 4164.940430
	Iteration 22Q: 3 clusters Score -640908.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -640915.437500 Penalty: 4164.940430
	Iteration 23Q: 3 clusters Score -640915.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -640920.562500 Penalty: 4164.940430
	Iteration 24Q: 3 clusters Score -640920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -640926.000000 Penalty: 4164.940430
	Iteration 25Q: 3 clusters Score -640926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -640930.312500 Penalty: 4164.940430
	Iteration 26Q: 3 clusters Score -640930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -640936.687500 Penalty: 4164.940430
	Iteration 27Q: 3 clusters Score -640936.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -640947.875000 Penalty: 4164.940430
	Iteration 28Q: 3 clusters Score -640947.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -640957.812500 Penalty: 4164.940430
	Iteration 29Q: 3 clusters Score -640957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -640964.125000 Penalty: 4164.940430
	Iteration 30Q: 3 clusters Score -640964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -640970.125000 Penalty: 4164.940430
	Iteration 31Q: 3 clusters Score -640970.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -640977.812500 Penalty: 4164.940430
	Iteration 32Q: 3 clusters Score -640977.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -640981.250000 Penalty: 4164.940430
	Iteration 33Q: 3 clusters Score -640981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -640984.937500 Penalty: 4164.940430
	Iteration 34Q: 3 clusters Score -640984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -640986.875000 Penalty: 4164.940430
	Iteration 35Q: 3 clusters Score -640986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -640988.312500 Penalty: 4164.940430
	Iteration 36Q: 3 clusters Score -640988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -640991.250000 Penalty: 4164.940430
	Iteration 37Q: 3 clusters Score -640991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -640991.250000 Penalty: 4164.940430
	Iteration 38Q: 3 clusters Score -640991.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -640991.875000 Penalty: 4164.940430
	Iteration 39Q: 3 clusters Score -640991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -640994.125000 Penalty: 4164.940430
	Iteration 40F: 3 clusters Score -640994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -640994.437500 Penalty: 4164.940430
	Iteration 41Q: 3 clusters Score -640994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -640996.375000 Penalty: 4164.940430
	Iteration 42Q: 3 clusters Score -640996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -640996.375000 Penalty: 4164.940430
	Iteration 43F: 3 clusters Score -640996.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93036.078125 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93036.08 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 343 members 
Entering Unmasked Estep 
Score: -91389.375000 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91389.38 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91718.109375 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -91718.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91959.601562 Penalty: 3265.371094
	Iteration 2Q: 3 clusters Score -91959.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92054.953125 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -92054.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92119.171875 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -92119.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92172.039062 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92172.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92227.500000 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -92280.445312 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92280.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -92323.523438 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92323.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -92348.406250 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92348.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -92368.500000 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -92401.687500 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -92401.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -92421.437500 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -92421.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -92432.617188 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -92432.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -92435.187500 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -92435.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -92442.632812 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -92442.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -92456.960938 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -92456.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -92466.132812 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -92466.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -92481.687500 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -92481.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -92493.710938 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -92493.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -92498.367188 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -92498.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -92501.171875 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -92501.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -92501.171875 Penalty: 3265.371094
	Iteration 22F: 3 clusters Score -92501.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (87444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Entering Unmasked Estep 
Score: -13484426.000000 Penalty: 2821.930908
	Iteration 0F: 2 clusters Score -1.348443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -13426214.000000 Penalty: 5643.861816
	Iteration 0F: 3 clusters Score -1.342621e+07 nChanged 41045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -13449476.000000 Penalty: 5643.861816
	Iteration 1F: 3 clusters Score -1.344948e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -13450226.000000 Penalty: 5643.861816
	Iteration 2Q: 3 clusters Score -1.345023e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -13451226.000000 Penalty: 5643.861816
	Iteration 3Q: 3 clusters Score -1.345123e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -13452481.000000 Penalty: 5643.861816
	Iteration 4Q: 3 clusters Score -1.345248e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -13454389.000000 Penalty: 5643.861816
	Iteration 5Q: 3 clusters Score -1.345439e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -13457432.000000 Penalty: 5643.861816
	Iteration 6F: 3 clusters Score -1.345743e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -13461344.000000 Penalty: 5643.861816
	Iteration 7F: 3 clusters Score -1.346134e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -13466034.000000 Penalty: 5643.861816
	Iteration 8F: 3 clusters Score -1.346603e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -13470295.000000 Penalty: 5643.861816
	Iteration 9F: 3 clusters Score -1.34703e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -13473550.000000 Penalty: 5643.861816
	Iteration 10Q: 3 clusters Score -1.347355e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -13475947.000000 Penalty: 5643.861816
	Iteration 11Q: 3 clusters Score -1.347595e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -13477511.000000 Penalty: 5643.861816
	Iteration 12Q: 3 clusters Score -1.347751e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -13478679.000000 Penalty: 5643.861816
	Iteration 13Q: 3 clusters Score -1.347868e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -13479438.000000 Penalty: 5643.861816
	Iteration 14Q: 3 clusters Score -1.347944e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -13480185.000000 Penalty: 5643.861816
	Iteration 15Q: 3 clusters Score -1.348018e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -13480624.000000 Penalty: 5643.861816
	Iteration 16Q: 3 clusters Score -1.348062e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13481018.000000 Penalty: 5643.861816
	Iteration 17Q: 3 clusters Score -1.348102e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13481307.000000 Penalty: 5643.861816
	Iteration 18Q: 3 clusters Score -1.348131e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13481501.000000 Penalty: 5643.861816
	Iteration 19Q: 3 clusters Score -1.34815e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13481625.000000 Penalty: 5643.861816
	Iteration 20F: 3 clusters Score -1.348162e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13481711.000000 Penalty: 5643.861816
	Iteration 21Q: 3 clusters Score -1.348171e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13481819.000000 Penalty: 5643.861816
	Iteration 22Q: 3 clusters Score -1.348182e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13481880.000000 Penalty: 5643.861816
	Iteration 23Q: 3 clusters Score -1.348188e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13481909.000000 Penalty: 5643.861816
	Iteration 24Q: 3 clusters Score -1.348191e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13481935.000000 Penalty: 5643.861816
	Iteration 25Q: 3 clusters Score -1.348194e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13481957.000000 Penalty: 5643.861816
	Iteration 26Q: 3 clusters Score -1.348196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13481991.000000 Penalty: 5643.861816
	Iteration 27Q: 3 clusters Score -1.348199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13481988.000000 Penalty: 5643.861816
	Iteration 28Q: 3 clusters Score -1.348199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13482013.000000 Penalty: 5643.861816
	Iteration 29Q: 3 clusters Score -1.348201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13482014.000000 Penalty: 5643.861816
	Iteration 30Q: 3 clusters Score -1.348201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13482023.000000 Penalty: 5643.861816
	Iteration 31Q: 3 clusters Score -1.348202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13482034.000000 Penalty: 5643.861816
	Iteration 32Q: 3 clusters Score -1.348203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13482030.000000 Penalty: 5643.861816
	Iteration 33Q: 3 clusters Score -1.348203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -13482047.000000 Penalty: 5643.861816
	Iteration 34Q: 3 clusters Score -1.348205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13482054.000000 Penalty: 5643.861816
	Iteration 35Q: 3 clusters Score -1.348205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13482053.000000 Penalty: 5643.861816
	Iteration 36Q: 3 clusters Score -1.348205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13482045.000000 Penalty: 5643.861816
	Iteration 37Q: 3 clusters Score -1.348204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13482051.000000 Penalty: 5643.861816
	Iteration 38Q: 3 clusters Score -1.348205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13482054.000000 Penalty: 5643.861816
	Iteration 39Q: 3 clusters Score -1.348205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -13482066.000000 Penalty: 5643.861816
	Iteration 40F: 3 clusters Score -1.348207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13482064.000000 Penalty: 5643.861816
	Iteration 41Q: 3 clusters Score -1.348206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13482070.000000 Penalty: 5643.861816
	Iteration 42Q: 3 clusters Score -1.348207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13482068.000000 Penalty: 5643.861816
	Iteration 43Q: 3 clusters Score -1.348207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13482068.000000 Penalty: 5643.861816
	Iteration 44Q: 3 clusters Score -1.348207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13482066.000000 Penalty: 5643.861816
	Iteration 45Q: 3 clusters Score -1.348207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -13482077.000000 Penalty: 5643.861816
	Iteration 46Q: 3 clusters Score -1.348208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13482079.000000 Penalty: 5643.861816
	Iteration 47Q: 3 clusters Score -1.348208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -13482083.000000 Penalty: 5643.861816
	Iteration 48Q: 3 clusters Score -1.348208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13482084.000000 Penalty: 5643.861816
	Iteration 49Q: 3 clusters Score -1.348208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -13482084.000000 Penalty: 5643.861816
	Iteration 50F: 3 clusters Score -1.348208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -95314.937500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -95314.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93615.109375 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -93615.11 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93926.210938 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -93926.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -94089.406250 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -94089.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94245.656250 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -94245.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -94417.273438 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -94417.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -94599.562500 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -94599.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -94777.960938 Penalty: 3332.630615
	Iteration 6F: 3 clusters Score -94777.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -94857.117188 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -94857.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94947.695312 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -94947.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -95010.656250 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -95010.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -95040.367188 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -95040.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -95052.859375 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -95052.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95058.296875 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -95058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95064.765625 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -95064.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95066.789062 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -95066.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95072.804688 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -95072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95074.273438 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -95074.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95075.906250 Penalty: 3332.630615
	Iteration 17Q: 3 clusters Score -95075.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95077.226562 Penalty: 3332.630615
	Iteration 18Q: 3 clusters Score -95077.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95077.226562 Penalty: 3332.630615
	Iteration 19F: 3 clusters Score -95077.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24669.865234 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24669.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24799.361328 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24799.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24831.138672 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -24831.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24864.900391 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24878.150391 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24878.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24905.716797 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -24905.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24907.447266 Penalty: 2647.418945
	Iteration 6F: 3 clusters Score -24907.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24922.160156 Penalty: 2647.418945
	Iteration 7Q: 3 clusters Score -24922.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24922.160156 Penalty: 2647.418945
	Iteration 8F: 3 clusters Score -24922.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -381124.093750 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -381124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -378131.187500 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -378131.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -378724.343750 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -378724.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -378882.906250 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -378882.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -378987.000000 Penalty: 3901.133301
	Iteration 3F: 3 clusters Score -378987 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -379059.500000 Penalty: 3901.133301
	Iteration 4Q: 3 clusters Score -379059.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -379107.531250 Penalty: 3901.133301
	Iteration 5Q: 3 clusters Score -379107.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -379149.500000 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -379149.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -379181.093750 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -379181.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -379198.750000 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -379198.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -379213.937500 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -379213.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -379228.718750 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -379228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -379239.468750 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -379239.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -379246.968750 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -379247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -379253.750000 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -379253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -379257.812500 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -379257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -379260.750000 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -379260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -379263.718750 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -379263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -379267.343750 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -379267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -379270.906250 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -379270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -379273.468750 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -379273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379275.375000 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -379275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -379277.093750 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -379277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379280.312500 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -379280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -379282.250000 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -379282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379284.468750 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -379284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -379288.187500 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -379288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -379290.093750 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -379290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -379296.156250 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -379296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -379299.000000 Penalty: 3901.133301
	Iteration 28Q: 3 clusters Score -379299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -379300.875000 Penalty: 3901.133301
	Iteration 29Q: 3 clusters Score -379300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -379303.937500 Penalty: 3901.133301
	Iteration 30Q: 3 clusters Score -379303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -379306.312500 Penalty: 3901.133301
	Iteration 31Q: 3 clusters Score -379306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -379310.156250 Penalty: 3901.133301
	Iteration 32Q: 3 clusters Score -379310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -379313.031250 Penalty: 3901.133301
	Iteration 33Q: 3 clusters Score -379313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -379317.656250 Penalty: 3901.133301
	Iteration 34Q: 3 clusters Score -379317.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379325.343750 Penalty: 3901.133301
	Iteration 35Q: 3 clusters Score -379325.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -379334.000000 Penalty: 3901.133301
	Iteration 36Q: 3 clusters Score -379334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -379342.156250 Penalty: 3901.133301
	Iteration 37Q: 3 clusters Score -379342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -379349.625000 Penalty: 3901.133301
	Iteration 38Q: 3 clusters Score -379349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -379352.906250 Penalty: 3901.133301
	Iteration 39Q: 3 clusters Score -379352.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -379358.000000 Penalty: 3901.133301
	Iteration 40F: 3 clusters Score -379358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -379363.687500 Penalty: 3901.133301
	Iteration 41Q: 3 clusters Score -379363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -379371.156250 Penalty: 3901.133301
	Iteration 42Q: 3 clusters Score -379371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -379379.718750 Penalty: 3901.133301
	Iteration 43Q: 3 clusters Score -379379.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -379389.812500 Penalty: 3901.133301
	Iteration 44Q: 3 clusters Score -379389.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -379397.468750 Penalty: 3901.133301
	Iteration 45Q: 3 clusters Score -379397.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -379402.531250 Penalty: 3901.133301
	Iteration 46Q: 3 clusters Score -379402.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379407.281250 Penalty: 3901.133301
	Iteration 47Q: 3 clusters Score -379407.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -379414.906250 Penalty: 3901.133301
	Iteration 48Q: 3 clusters Score -379414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -379420.000000 Penalty: 3901.133301
	Iteration 49Q: 3 clusters Score -379420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -379430.093750 Penalty: 3901.133301
	Iteration 50Q: 3 clusters Score -379430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -379437.562500 Penalty: 3901.133301
	Iteration 51Q: 3 clusters Score -379437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -379443.906250 Penalty: 3901.133301
	Iteration 52Q: 3 clusters Score -379443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -379451.031250 Penalty: 3901.133301
	Iteration 53Q: 3 clusters Score -379451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -379454.906250 Penalty: 3901.133301
	Iteration 54Q: 3 clusters Score -379454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379457.906250 Penalty: 3901.133301
	Iteration 55Q: 3 clusters Score -379457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -379461.031250 Penalty: 3901.133301
	Iteration 56Q: 3 clusters Score -379461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -379462.500000 Penalty: 3901.133301
	Iteration 57Q: 3 clusters Score -379462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -379464.468750 Penalty: 3901.133301
	Iteration 58Q: 3 clusters Score -379464.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -379465.218750 Penalty: 3901.133301
	Iteration 59Q: 3 clusters Score -379465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379467.187500 Penalty: 3901.133301
	Iteration 60F: 3 clusters Score -379467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -379471.343750 Penalty: 3901.133301
	Iteration 61Q: 3 clusters Score -379471.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -379477.000000 Penalty: 3901.133301
	Iteration 62Q: 3 clusters Score -379477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -379481.187500 Penalty: 3901.133301
	Iteration 63Q: 3 clusters Score -379481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -379485.500000 Penalty: 3901.133301
	Iteration 64Q: 3 clusters Score -379485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -379491.718750 Penalty: 3901.133301
	Iteration 65Q: 3 clusters Score -379491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -379497.093750 Penalty: 3901.133301
	Iteration 66Q: 3 clusters Score -379497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -379501.125000 Penalty: 3901.133301
	Iteration 67Q: 3 clusters Score -379501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -379505.593750 Penalty: 3901.133301
	Iteration 68Q: 3 clusters Score -379505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -379507.125000 Penalty: 3901.133301
	Iteration 69Q: 3 clusters Score -379507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -379509.781250 Penalty: 3901.133301
	Iteration 70Q: 3 clusters Score -379509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -379510.781250 Penalty: 3901.133301
	Iteration 71Q: 3 clusters Score -379510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -379513.250000 Penalty: 3901.133301
	Iteration 72Q: 3 clusters Score -379513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -379516.375000 Penalty: 3901.133301
	Iteration 73Q: 3 clusters Score -379516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -379520.218750 Penalty: 3901.133301
	Iteration 74Q: 3 clusters Score -379520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -379524.125000 Penalty: 3901.133301
	Iteration 75Q: 3 clusters Score -379524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -379530.562500 Penalty: 3901.133301
	Iteration 76Q: 3 clusters Score -379530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379533.656250 Penalty: 3901.133301
	Iteration 77Q: 3 clusters Score -379533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -379537.343750 Penalty: 3901.133301
	Iteration 78Q: 3 clusters Score -379537.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -379542.468750 Penalty: 3901.133301
	Iteration 79Q: 3 clusters Score -379542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -379544.656250 Penalty: 3901.133301
	Iteration 80F: 3 clusters Score -379544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -379547.968750 Penalty: 3901.133301
	Iteration 81Q: 3 clusters Score -379548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -379552.937500 Penalty: 3901.133301
	Iteration 82Q: 3 clusters Score -379552.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -379559.687500 Penalty: 3901.133301
	Iteration 83Q: 3 clusters Score -379559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -379569.968750 Penalty: 3901.133301
	Iteration 84Q: 3 clusters Score -379570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -379578.906250 Penalty: 3901.133301
	Iteration 85Q: 3 clusters Score -379578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -379583.343750 Penalty: 3901.133301
	Iteration 86Q: 3 clusters Score -379583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -379586.687500 Penalty: 3901.133301
	Iteration 87Q: 3 clusters Score -379586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -379587.343750 Penalty: 3901.133301
	Iteration 88Q: 3 clusters Score -379587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -379587.312500 Penalty: 3901.133301
	Iteration 89Q: 3 clusters Score -379587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -379587.312500 Penalty: 3901.133301
	Iteration 90F: 3 clusters Score -379587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Entering Unmasked Estep 
Score: -3116486.750000 Penalty: 2464.476562
	Iteration 0F: 2 clusters Score -3116487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3101919.750000 Penalty: 4928.953125
	Iteration 0F: 3 clusters Score -3101920 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3106983.000000 Penalty: 4928.953125
	Iteration 1F: 3 clusters Score -3106983 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3107522.000000 Penalty: 4928.953125
	Iteration 2F: 3 clusters Score -3107522 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3108046.250000 Penalty: 4928.953125
	Iteration 3F: 3 clusters Score -3108046 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3108677.500000 Penalty: 4928.953125
	Iteration 4F: 3 clusters Score -3108678 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3109440.250000 Penalty: 4928.953125
	Iteration 5F: 3 clusters Score -3109440 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3110303.500000 Penalty: 4928.953125
	Iteration 6F: 3 clusters Score -3110304 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3111252.000000 Penalty: 4928.953125
	Iteration 7F: 3 clusters Score -3111252 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3112175.750000 Penalty: 4928.953125
	Iteration 8F: 3 clusters Score -3112176 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3113057.250000 Penalty: 4928.953125
	Iteration 9F: 3 clusters Score -3113057 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3113933.500000 Penalty: 4928.953125
	Iteration 10Q: 3 clusters Score -3113934 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3114705.750000 Penalty: 4928.953125
	Iteration 11Q: 3 clusters Score -3114706 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3115193.750000 Penalty: 4928.953125
	Iteration 12Q: 3 clusters Score -3115194 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3115433.250000 Penalty: 4928.953125
	Iteration 13Q: 3 clusters Score -3115433 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3115512.250000 Penalty: 4928.953125
	Iteration 14Q: 3 clusters Score -3115512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3115572.000000 Penalty: 4928.953125
	Iteration 15Q: 3 clusters Score -3115572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3115605.250000 Penalty: 4928.953125
	Iteration 16Q: 3 clusters Score -3115605 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3115635.500000 Penalty: 4928.953125
	Iteration 17Q: 3 clusters Score -3115636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -3115631.750000 Penalty: 4928.953125
	Iteration 18Q: 3 clusters Score -3115632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -3115645.000000 Penalty: 4928.953125
	Iteration 19Q: 3 clusters Score -3115645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3115642.250000 Penalty: 4928.953125
	Iteration 20F: 3 clusters Score -3115642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3115646.250000 Penalty: 4928.953125
	Iteration 21Q: 3 clusters Score -3115646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3115644.500000 Penalty: 4928.953125
	Iteration 22Q: 3 clusters Score -3115644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3115647.500000 Penalty: 4928.953125
	Iteration 23Q: 3 clusters Score -3115648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3115644.250000 Penalty: 4928.953125
	Iteration 24Q: 3 clusters Score -3115644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3115642.000000 Penalty: 4928.953125
	Iteration 25Q: 3 clusters Score -3115642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3115648.500000 Penalty: 4928.953125
	Iteration 26Q: 3 clusters Score -3115648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3115649.750000 Penalty: 4928.953125
	Iteration 27Q: 3 clusters Score -3115650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3115654.250000 Penalty: 4928.953125
	Iteration 28Q: 3 clusters Score -3115654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3115654.000000 Penalty: 4928.953125
	Iteration 29Q: 3 clusters Score -3115654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3115648.000000 Penalty: 4928.953125
	Iteration 30Q: 3 clusters Score -3115648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3115651.750000 Penalty: 4928.953125
	Iteration 31Q: 3 clusters Score -3115652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3115651.250000 Penalty: 4928.953125
	Iteration 32Q: 3 clusters Score -3115651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3115661.250000 Penalty: 4928.953125
	Iteration 33Q: 3 clusters Score -3115661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3115675.250000 Penalty: 4928.953125
	Iteration 34Q: 3 clusters Score -3115675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3115673.750000 Penalty: 4928.953125
	Iteration 35Q: 3 clusters Score -3115674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3115678.500000 Penalty: 4928.953125
	Iteration 36Q: 3 clusters Score -3115678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3115673.500000 Penalty: 4928.953125
	Iteration 37Q: 3 clusters Score -3115674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3115689.750000 Penalty: 4928.953125
	Iteration 38Q: 3 clusters Score -3115690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3115685.000000 Penalty: 4928.953125
	Iteration 39Q: 3 clusters Score -3115685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3115701.000000 Penalty: 4928.953125
	Iteration 40F: 3 clusters Score -3115701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3115705.000000 Penalty: 4928.953125
	Iteration 41Q: 3 clusters Score -3115705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3115702.250000 Penalty: 4928.953125
	Iteration 42Q: 3 clusters Score -3115702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3115698.500000 Penalty: 4928.953125
	Iteration 43Q: 3 clusters Score -3115698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3115705.750000 Penalty: 4928.953125
	Iteration 44Q: 3 clusters Score -3115706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3115712.500000 Penalty: 4928.953125
	Iteration 45Q: 3 clusters Score -3115712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3115708.250000 Penalty: 4928.953125
	Iteration 46Q: 3 clusters Score -3115708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3115713.500000 Penalty: 4928.953125
	Iteration 47Q: 3 clusters Score -3115714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3115717.500000 Penalty: 4928.953125
	Iteration 48Q: 3 clusters Score -3115718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3115714.250000 Penalty: 4928.953125
	Iteration 49Q: 3 clusters Score -3115714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3115712.250000 Penalty: 4928.953125
	Iteration 50Q: 3 clusters Score -3115712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3115711.250000 Penalty: 4928.953125
	Iteration 51Q: 3 clusters Score -3115711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3115719.250000 Penalty: 4928.953125
	Iteration 52Q: 3 clusters Score -3115719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3115719.750000 Penalty: 4928.953125
	Iteration 53Q: 3 clusters Score -3115720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3115719.750000 Penalty: 4928.953125
	Iteration 54F: 3 clusters Score -3115720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142532.265625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142532.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -142852.109375 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142852.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142934.062500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -142934.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142984.468750 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -142984.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143018.421875 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143018.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143054.171875 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143054.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143079.609375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143079.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143102.218750 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -143126.359375 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143126.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143145.140625 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143153.609375 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143153.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143163.578125 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143176.562500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143193.437500 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143193.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -143214.109375 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143224.453125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143241.796875 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -143260.531250 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143260.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143271.484375 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143283.578125 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -143283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143316.328125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -143316.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143347.750000 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -143347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -143361.812500 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -143361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143371.984375 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -143372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143379.296875 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -143379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143383.515625 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -143383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -143388.500000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -143388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143395.500000 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -143395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143400.531250 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -143400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -143407.062500 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -143407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143417.531250 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -143417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -143428.250000 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -143428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143432.000000 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -143432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -143436.359375 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -143436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143437.343750 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -143437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143441.546875 Penalty: 3506.657715
	Iteration 35F: 3 clusters Score -143441.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143451.328125 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -143451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143454.796875 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -143454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -143463.703125 Penalty: 3506.657715
	Iteration 38Q: 3 clusters Score -143463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143481.218750 Penalty: 3506.657715
	Iteration 39Q: 3 clusters Score -143481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143491.453125 Penalty: 3506.657715
	Iteration 40F: 3 clusters Score -143491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -143498.640625 Penalty: 3506.657715
	Iteration 41Q: 3 clusters Score -143498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143502.593750 Penalty: 3506.657715
	Iteration 42Q: 3 clusters Score -143502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143508.625000 Penalty: 3506.657715
	Iteration 43Q: 3 clusters Score -143508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143512.359375 Penalty: 3506.657715
	Iteration 44Q: 3 clusters Score -143512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143515.000000 Penalty: 3506.657715
	Iteration 45Q: 3 clusters Score -143515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143515.000000 Penalty: 3506.657715
	Iteration 46F: 3 clusters Score -143515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99858.046875 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99858.05 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100161.531250 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100161.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100321.914062 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100395.085938 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100395.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100437.812500 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100437.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100477.625000 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100499.507812 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100520.273438 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100520.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100534.976562 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100550.156250 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100560.484375 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100560.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100577.187500 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100587.867188 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100598.375000 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100598.375000 Penalty: 3281.568359
	Iteration 14F: 3 clusters Score -100598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38018.417969 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38018.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38115.523438 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38115.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38133.703125 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38133.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38133.703125 Penalty: 2787.718750
	Iteration 3F: 3 clusters Score -38133.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -1296201.125000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -1296201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1289502.375000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -1289502 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1291380.625000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -1291381 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1291727.875000 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -1291728 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1292008.750000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -1292009 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1292265.250000 Penalty: 4482.616699
	Iteration 4Q: 3 clusters Score -1292265 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1292538.125000 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -1292538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1292835.375000 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -1292835 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1293083.750000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -1293084 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1293294.250000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -1293294 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1293509.875000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -1293510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1293710.125000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -1293710 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1293876.000000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -1293876 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1294017.250000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -1294017 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1294140.500000 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -1294140 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1294231.875000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -1294232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1294300.500000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -1294300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1294371.875000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -1294372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1294427.750000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -1294428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1294469.500000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -1294470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1294509.000000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -1294509 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1294543.250000 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -1294543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1294579.000000 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -1294579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1294593.750000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -1294594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1294604.375000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -1294604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1294613.250000 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -1294613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1294617.750000 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -1294618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1294627.250000 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -1294627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1294633.500000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -1294634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1294633.375000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -1294633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1294639.375000 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -1294639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1294644.125000 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -1294644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1294647.750000 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -1294648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1294646.125000 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -1294646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1294647.125000 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -1294647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1294651.125000 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -1294651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1294651.375000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -1294651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1294648.000000 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -1294648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1294648.125000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -1294648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1294648.125000 Penalty: 4482.616699
	Iteration 38F: 3 clusters Score -1294648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29684.998047 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29835.019531 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29835.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29883.365234 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -29883.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -29937.326172 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29937.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -29983.720703 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29983.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -30038.597656 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -30038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -30075.828125 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -30075.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -30099.261719 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -30099.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -30113.025391 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -30113.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -30124.722656 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -30124.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -30124.722656 Penalty: 2726.595459
	Iteration 10F: 3 clusters Score -30124.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46092.453125 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46092.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46206.753906 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46206.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46246.011719 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46246.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46252.324219 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46252.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46258.824219 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46258.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46258.824219 Penalty: 2886.761230
	Iteration 5F: 3 clusters Score -46258.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126437 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 42106 members 
Mstep: Class 5 contains 106065 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89962 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17392 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12147 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15199 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4434 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87444 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8413 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173344.000000 Penalty: 133477.078125
Iteration 399Q: 41 clusters Score -1.041733e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126501 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 106061 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89912 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17396 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 14 contains 22001 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15187 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4436 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87380 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8463 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173392.000000 Penalty: 133477.078125
Iteration 400F: 41 clusters Score -1.041734e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14213 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 106037 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89870 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17398 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36447 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15180 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87333 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8507 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173312.000000 Penalty: 133477.078125
Iteration 401Q: 41 clusters Score -1.041733e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126634 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 106009 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89817 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 22012 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15177 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87310 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8543 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173344.000000 Penalty: 133477.078125
Iteration 402Q: 41 clusters Score -1.041733e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14217 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 105983 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89758 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26347 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15173 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87303 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8568 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173280.000000 Penalty: 133477.078125
Iteration 403Q: 41 clusters Score -1.041733e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14218 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 105942 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89716 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 22018 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15166 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87285 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8602 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173304.000000 Penalty: 133477.078125
Iteration 404Q: 41 clusters Score -1.041733e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 105890 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89670 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17406 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26351 members 
Mstep: Class 14 contains 22020 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15157 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87264 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8644 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173456.000000 Penalty: 133477.078125
Iteration 405Q: 41 clusters Score -1.041735e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126912 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 105829 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89620 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17409 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 22020 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15146 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87282 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173552.000000 Penalty: 133477.078125
Iteration 406Q: 41 clusters Score -1.041736e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 126986 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 42094 members 
Mstep: Class 5 contains 105771 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89563 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17409 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 22020 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15135 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87309 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8699 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 133477.078125
Iteration 407Q: 41 clusters Score -1.041737e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127085 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 105710 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89498 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17406 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 26353 members 
Mstep: Class 14 contains 22016 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36436 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15123 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87325 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8729 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173648.000000 Penalty: 133477.078125
Iteration 408Q: 41 clusters Score -1.041736e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127152 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 105640 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89443 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17405 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 22010 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15112 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87375 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8752 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173680.000000 Penalty: 133477.078125
Iteration 409Q: 41 clusters Score -1.041737e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 105570 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89381 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17405 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15100 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87396 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20691 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8786 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 133477.078125
Iteration 410Q: 41 clusters Score -1.041738e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 105489 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89331 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 26356 members 
Mstep: Class 14 contains 22008 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15093 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87445 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8810 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173576.000000 Penalty: 133477.078125
Iteration 411Q: 41 clusters Score -1.041736e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127374 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 105392 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89265 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 26355 members 
Mstep: Class 14 contains 22008 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15089 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87522 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8833 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173600.000000 Penalty: 133477.078125
Iteration 412Q: 41 clusters Score -1.041736e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127432 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 105304 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89184 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15083 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87622 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8854 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173432.000000 Penalty: 133477.078125
Iteration 413Q: 41 clusters Score -1.041734e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14224 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 105221 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89104 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26357 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15075 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87734 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8866 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173336.000000 Penalty: 133477.078125
Iteration 414Q: 41 clusters Score -1.041733e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127502 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 105172 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 89025 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26358 members 
Mstep: Class 14 contains 22001 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15066 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87827 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8879 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173160.000000 Penalty: 133477.078125
Iteration 415Q: 41 clusters Score -1.041732e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127518 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14224 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 105108 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17399 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 26359 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15056 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 87927 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8900 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173176.000000 Penalty: 133477.078125
Iteration 416Q: 41 clusters Score -1.041732e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 105041 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88894 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17393 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26360 members 
Mstep: Class 14 contains 22001 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15042 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88023 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8921 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173176.000000 Penalty: 133477.078125
Iteration 417Q: 41 clusters Score -1.041732e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 104969 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88822 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17391 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26361 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36438 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15030 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88137 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8943 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173336.000000 Penalty: 133477.078125
Iteration 418Q: 41 clusters Score -1.041733e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 104894 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88762 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17386 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26364 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16235 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 15011 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88218 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8958 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 133477.078125
Iteration 419Q: 41 clusters Score -1.041733e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 104794 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88711 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26369 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14996 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88296 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8972 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 133477.078125
Iteration 420F: 41 clusters Score -1.041733e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14221 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 104720 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88662 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26373 members 
Mstep: Class 14 contains 21999 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14986 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88384 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 8993 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173488.000000 Penalty: 133477.078125
Iteration 421Q: 41 clusters Score -1.041735e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127725 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14222 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 104658 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88616 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 21998 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14973 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88480 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9012 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173440.000000 Penalty: 133477.078125
Iteration 422Q: 41 clusters Score -1.041734e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14224 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 104579 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88546 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14964 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88570 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173360.000000 Penalty: 133477.078125
Iteration 423Q: 41 clusters Score -1.041734e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14225 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 104495 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88488 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14958 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88646 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20690 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9037 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 133477.078125
Iteration 424Q: 41 clusters Score -1.041733e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127857 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14226 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 104435 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88426 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17391 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12164 members 
Mstep: Class 13 contains 26378 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14953 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88728 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9053 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173368.000000 Penalty: 133477.078125
Iteration 425Q: 41 clusters Score -1.041734e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14227 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 104375 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88350 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17391 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26376 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36451 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14948 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88837 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9067 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173344.000000 Penalty: 133477.078125
Iteration 426Q: 41 clusters Score -1.041733e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14226 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 104316 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88275 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26374 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36447 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14939 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 88938 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9084 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173312.000000 Penalty: 133477.078125
Iteration 427Q: 41 clusters Score -1.041733e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127937 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14226 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 104254 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88214 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26373 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14931 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89041 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9093 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173064.000000 Penalty: 133477.078125
Iteration 428Q: 41 clusters Score -1.041731e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14225 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 104182 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88154 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26374 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36448 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14920 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89143 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9107 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173112.000000 Penalty: 133477.078125
Iteration 429Q: 41 clusters Score -1.041731e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127960 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 104127 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88091 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26373 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14913 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89254 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9121 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173040.000000 Penalty: 133477.078125
Iteration 430Q: 41 clusters Score -1.04173e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127935 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 104080 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 88047 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17386 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 21994 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14902 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89371 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9128 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173056.000000 Penalty: 133477.078125
Iteration 431Q: 41 clusters Score -1.041731e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 104057 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87996 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26377 members 
Mstep: Class 14 contains 21995 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16234 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14892 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89500 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9138 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173096.000000 Penalty: 133477.078125
Iteration 432Q: 41 clusters Score -1.041731e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 104029 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87940 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 26382 members 
Mstep: Class 14 contains 21993 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14882 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89609 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9149 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173312.000000 Penalty: 133477.078125
Iteration 433Q: 41 clusters Score -1.041733e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127794 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 104013 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87902 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17381 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14871 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89729 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9160 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173128.000000 Penalty: 133477.078125
Iteration 434Q: 41 clusters Score -1.041731e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127744 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14237 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 104012 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87873 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17379 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36445 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14855 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89816 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9169 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173280.000000 Penalty: 133477.078125
Iteration 435Q: 41 clusters Score -1.041733e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 103990 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87817 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26386 members 
Mstep: Class 14 contains 21992 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14841 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 89917 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9180 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173304.000000 Penalty: 133477.078125
Iteration 436Q: 41 clusters Score -1.041733e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 103989 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87775 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26389 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36445 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14823 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90023 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9191 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173240.000000 Penalty: 133477.078125
Iteration 437Q: 41 clusters Score -1.041732e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127611 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 103976 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87717 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17381 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26391 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90143 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9195 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173056.000000 Penalty: 133477.078125
Iteration 438Q: 41 clusters Score -1.041731e+08 nChanged 284
Entering ConstructFrom: 
Score: -104173056.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (127568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Entering Unmasked Estep 
Score: -19705534.000000 Penalty: 2915.588379
	Iteration 0F: 2 clusters Score -1.970553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -19624656.000000 Penalty: 5831.176758
	Iteration 0F: 3 clusters Score -1.962466e+07 nChanged 60682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -19659936.000000 Penalty: 5831.176758
	Iteration 1F: 3 clusters Score -1.965994e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -19661296.000000 Penalty: 5831.176758
	Iteration 2Q: 3 clusters Score -1.96613e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -19663118.000000 Penalty: 5831.176758
	Iteration 3Q: 3 clusters Score -1.966312e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -19666366.000000 Penalty: 5831.176758
	Iteration 4F: 3 clusters Score -1.966637e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -19671924.000000 Penalty: 5831.176758
	Iteration 5F: 3 clusters Score -1.967192e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 99241 members 
Entering Unmasked Estep 
Score: -19680248.000000 Penalty: 5831.176758
	Iteration 6F: 3 clusters Score -1.968025e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 110038 members 
Entering Unmasked Estep 
Score: -19689432.000000 Penalty: 5831.176758
	Iteration 7F: 3 clusters Score -1.968943e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 118951 members 
Entering Unmasked Estep 
Score: -19696780.000000 Penalty: 5831.176758
	Iteration 8F: 3 clusters Score -1.969678e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 124074 members 
Entering Unmasked Estep 
Score: -19700552.000000 Penalty: 5831.176758
	Iteration 9Q: 3 clusters Score -1.970055e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -19702046.000000 Penalty: 5831.176758
	Iteration 10Q: 3 clusters Score -1.970205e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -19702542.000000 Penalty: 5831.176758
	Iteration 11Q: 3 clusters Score -1.970254e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -19702696.000000 Penalty: 5831.176758
	Iteration 12Q: 3 clusters Score -1.97027e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -19702798.000000 Penalty: 5831.176758
	Iteration 13Q: 3 clusters Score -1.97028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127267 members 
Entering Unmasked Estep 
Score: -19702834.000000 Penalty: 5831.176758
	Iteration 14Q: 3 clusters Score -1.970283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -19702854.000000 Penalty: 5831.176758
	Iteration 15Q: 3 clusters Score -1.970285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 127280 members 
Entering Unmasked Estep 
Score: -19702880.000000 Penalty: 5831.176758
	Iteration 16Q: 3 clusters Score -1.970288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -19702890.000000 Penalty: 5831.176758
	Iteration 17Q: 3 clusters Score -1.970289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -19702906.000000 Penalty: 5831.176758
	Iteration 18Q: 3 clusters Score -1.970291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 127296 members 
Entering Unmasked Estep 
Score: -19702926.000000 Penalty: 5831.176758
	Iteration 19Q: 3 clusters Score -1.970293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 127302 members 
Entering Unmasked Estep 
Score: -19702942.000000 Penalty: 5831.176758
	Iteration 20F: 3 clusters Score -1.970294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -19702944.000000 Penalty: 5831.176758
	Iteration 21Q: 3 clusters Score -1.970294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -19702954.000000 Penalty: 5831.176758
	Iteration 22Q: 3 clusters Score -1.970295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -19702942.000000 Penalty: 5831.176758
	Iteration 23Q: 3 clusters Score -1.970294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 127302 members 
Entering Unmasked Estep 
Score: -19702948.000000 Penalty: 5831.176758
	Iteration 24Q: 3 clusters Score -1.970295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127303 members 
Entering Unmasked Estep 
Score: -19702960.000000 Penalty: 5831.176758
	Iteration 25Q: 3 clusters Score -1.970296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -19702962.000000 Penalty: 5831.176758
	Iteration 26Q: 3 clusters Score -1.970296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -19702962.000000 Penalty: 5831.176758
	Iteration 27F: 3 clusters Score -1.970296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -358597.562500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -358597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -355619.906250 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -355619.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -356244.843750 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -356244.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -356401.531250 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -356401.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356491.312500 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -356491.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -356564.375000 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -356564.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -356623.843750 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -356623.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -356666.500000 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -356666.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356705.062500 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -356705.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -356732.375000 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -356732.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -356752.593750 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -356752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -356770.250000 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -356770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -356781.218750 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -356781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -356789.875000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -356789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -356796.906250 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -356796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356803.500000 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -356803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -356808.656250 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -356808.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -356813.468750 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -356813.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -356817.656250 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -356817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -356819.750000 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -356819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -356826.812500 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -356826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -356833.968750 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -356834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -356838.906250 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -356838.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -356843.218750 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -356843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -356844.937500 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -356844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -356846.750000 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -356846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356848.687500 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -356848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -356848.937500 Penalty: 3903.791748
	Iteration 26Q: 3 clusters Score -356848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -356848.937500 Penalty: 3903.791748
	Iteration 27F: 3 clusters Score -356848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Entering Unmasked Estep 
Score: -2162827.000000 Penalty: 2371.877197
	Iteration 0F: 2 clusters Score -2162827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2152432.750000 Penalty: 4743.754395
	Iteration 0F: 3 clusters Score -2152433 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2155908.000000 Penalty: 4743.754395
	Iteration 1F: 3 clusters Score -2155908 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2156803.250000 Penalty: 4743.754395
	Iteration 2F: 3 clusters Score -2156803 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2157826.250000 Penalty: 4743.754395
	Iteration 3F: 3 clusters Score -2157826 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2158762.250000 Penalty: 4743.754395
	Iteration 4F: 3 clusters Score -2158762 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2159402.750000 Penalty: 4743.754395
	Iteration 5F: 3 clusters Score -2159403 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2159841.000000 Penalty: 4743.754395
	Iteration 6F: 3 clusters Score -2159841 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2160134.250000 Penalty: 4743.754395
	Iteration 7Q: 3 clusters Score -2160134 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2160360.250000 Penalty: 4743.754395
	Iteration 8Q: 3 clusters Score -2160360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2160537.250000 Penalty: 4743.754395
	Iteration 9Q: 3 clusters Score -2160537 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2160701.250000 Penalty: 4743.754395
	Iteration 10Q: 3 clusters Score -2160701 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2160822.250000 Penalty: 4743.754395
	Iteration 11Q: 3 clusters Score -2160822 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2160910.750000 Penalty: 4743.754395
	Iteration 12Q: 3 clusters Score -2160911 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2160998.500000 Penalty: 4743.754395
	Iteration 13Q: 3 clusters Score -2160998 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2161090.750000 Penalty: 4743.754395
	Iteration 14Q: 3 clusters Score -2161091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2161205.750000 Penalty: 4743.754395
	Iteration 15Q: 3 clusters Score -2161206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2161315.250000 Penalty: 4743.754395
	Iteration 16Q: 3 clusters Score -2161315 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2161424.000000 Penalty: 4743.754395
	Iteration 17Q: 3 clusters Score -2161424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2161551.000000 Penalty: 4743.754395
	Iteration 18Q: 3 clusters Score -2161551 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2161689.750000 Penalty: 4743.754395
	Iteration 19Q: 3 clusters Score -2161690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2161831.750000 Penalty: 4743.754395
	Iteration 20F: 3 clusters Score -2161832 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2161979.250000 Penalty: 4743.754395
	Iteration 21Q: 3 clusters Score -2161979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2162108.500000 Penalty: 4743.754395
	Iteration 22Q: 3 clusters Score -2162108 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2162257.250000 Penalty: 4743.754395
	Iteration 23Q: 3 clusters Score -2162257 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2162371.500000 Penalty: 4743.754395
	Iteration 24Q: 3 clusters Score -2162372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2162450.000000 Penalty: 4743.754395
	Iteration 25Q: 3 clusters Score -2162450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2162514.500000 Penalty: 4743.754395
	Iteration 26Q: 3 clusters Score -2162514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2162546.750000 Penalty: 4743.754395
	Iteration 27Q: 3 clusters Score -2162547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2162566.750000 Penalty: 4743.754395
	Iteration 28Q: 3 clusters Score -2162567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2162583.750000 Penalty: 4743.754395
	Iteration 29Q: 3 clusters Score -2162584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2162593.250000 Penalty: 4743.754395
	Iteration 30Q: 3 clusters Score -2162593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2162608.500000 Penalty: 4743.754395
	Iteration 31Q: 3 clusters Score -2162608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2162612.000000 Penalty: 4743.754395
	Iteration 32Q: 3 clusters Score -2162612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2162619.000000 Penalty: 4743.754395
	Iteration 33Q: 3 clusters Score -2162619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2162622.750000 Penalty: 4743.754395
	Iteration 34Q: 3 clusters Score -2162623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2162625.250000 Penalty: 4743.754395
	Iteration 35Q: 3 clusters Score -2162625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2162625.500000 Penalty: 4743.754395
	Iteration 36Q: 3 clusters Score -2162626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2162630.250000 Penalty: 4743.754395
	Iteration 37Q: 3 clusters Score -2162630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2162634.500000 Penalty: 4743.754395
	Iteration 38Q: 3 clusters Score -2162634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2162633.500000 Penalty: 4743.754395
	Iteration 39Q: 3 clusters Score -2162634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2162636.750000 Penalty: 4743.754395
	Iteration 40F: 3 clusters Score -2162637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2162638.000000 Penalty: 4743.754395
	Iteration 41Q: 3 clusters Score -2162638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2162638.000000 Penalty: 4743.754395
	Iteration 42Q: 3 clusters Score -2162638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2162641.750000 Penalty: 4743.754395
	Iteration 43Q: 3 clusters Score -2162642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2162638.250000 Penalty: 4743.754395
	Iteration 44Q: 3 clusters Score -2162638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2162639.500000 Penalty: 4743.754395
	Iteration 45Q: 3 clusters Score -2162640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2162638.500000 Penalty: 4743.754395
	Iteration 46Q: 3 clusters Score -2162638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2162642.500000 Penalty: 4743.754395
	Iteration 47Q: 3 clusters Score -2162642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2162642.250000 Penalty: 4743.754395
	Iteration 48Q: 3 clusters Score -2162642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2162643.500000 Penalty: 4743.754395
	Iteration 49Q: 3 clusters Score -2162644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2162644.750000 Penalty: 4743.754395
	Iteration 50Q: 3 clusters Score -2162645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2162643.000000 Penalty: 4743.754395
	Iteration 51Q: 3 clusters Score -2162643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2162644.500000 Penalty: 4743.754395
	Iteration 52Q: 3 clusters Score -2162644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2162641.250000 Penalty: 4743.754395
	Iteration 53Q: 3 clusters Score -2162641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2162641.250000 Penalty: 4743.754395
	Iteration 54F: 3 clusters Score -2162641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Entering Unmasked Estep 
Score: -6470969.000000 Penalty: 2640.607910
	Iteration 0F: 2 clusters Score -6470969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -6442373.000000 Penalty: 5281.215820
	Iteration 0F: 3 clusters Score -6442373 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6453041.000000 Penalty: 5281.215820
	Iteration 1F: 3 clusters Score -6453041 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6453587.000000 Penalty: 5281.215820
	Iteration 2Q: 3 clusters Score -6453587 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -6454200.000000 Penalty: 5281.215820
	Iteration 3Q: 3 clusters Score -6454200 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -6455028.500000 Penalty: 5281.215820
	Iteration 4Q: 3 clusters Score -6455028 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -6456129.000000 Penalty: 5281.215820
	Iteration 5F: 3 clusters Score -6456129 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -6457755.500000 Penalty: 5281.215820
	Iteration 6F: 3 clusters Score -6457756 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6459957.000000 Penalty: 5281.215820
	Iteration 7F: 3 clusters Score -6459957 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -6462543.000000 Penalty: 5281.215820
	Iteration 8F: 3 clusters Score -6462543 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6465115.000000 Penalty: 5281.215820
	Iteration 9F: 3 clusters Score -6465115 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6467011.000000 Penalty: 5281.215820
	Iteration 10Q: 3 clusters Score -6467011 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6468109.500000 Penalty: 5281.215820
	Iteration 11Q: 3 clusters Score -6468110 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6468741.500000 Penalty: 5281.215820
	Iteration 12Q: 3 clusters Score -6468742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6469067.500000 Penalty: 5281.215820
	Iteration 13Q: 3 clusters Score -6469068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6469220.500000 Penalty: 5281.215820
	Iteration 14Q: 3 clusters Score -6469220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6469308.500000 Penalty: 5281.215820
	Iteration 15Q: 3 clusters Score -6469308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6469349.500000 Penalty: 5281.215820
	Iteration 16Q: 3 clusters Score -6469350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6469395.500000 Penalty: 5281.215820
	Iteration 17Q: 3 clusters Score -6469396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6469420.500000 Penalty: 5281.215820
	Iteration 18Q: 3 clusters Score -6469420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6469444.000000 Penalty: 5281.215820
	Iteration 19Q: 3 clusters Score -6469444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6469463.000000 Penalty: 5281.215820
	Iteration 20F: 3 clusters Score -6469463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6469460.000000 Penalty: 5281.215820
	Iteration 21Q: 3 clusters Score -6469460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6469462.000000 Penalty: 5281.215820
	Iteration 22Q: 3 clusters Score -6469462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6469464.500000 Penalty: 5281.215820
	Iteration 23Q: 3 clusters Score -6469464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6469466.500000 Penalty: 5281.215820
	Iteration 24Q: 3 clusters Score -6469466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6469474.500000 Penalty: 5281.215820
	Iteration 25Q: 3 clusters Score -6469474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6469479.000000 Penalty: 5281.215820
	Iteration 26Q: 3 clusters Score -6469479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6469473.000000 Penalty: 5281.215820
	Iteration 27Q: 3 clusters Score -6469473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6469480.000000 Penalty: 5281.215820
	Iteration 28Q: 3 clusters Score -6469480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6469477.500000 Penalty: 5281.215820
	Iteration 29Q: 3 clusters Score -6469478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6469475.000000 Penalty: 5281.215820
	Iteration 30Q: 3 clusters Score -6469475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6469477.000000 Penalty: 5281.215820
	Iteration 31Q: 3 clusters Score -6469477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6469478.000000 Penalty: 5281.215820
	Iteration 32Q: 3 clusters Score -6469478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6469478.000000 Penalty: 5281.215820
	Iteration 33F: 3 clusters Score -6469478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Entering Unmasked Estep 
Score: -16038072.000000 Penalty: 2864.841553
	Iteration 0F: 2 clusters Score -1.603807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -15969102.000000 Penalty: 5729.683105
	Iteration 0F: 3 clusters Score -1.59691e+07 nChanged 49240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -15996992.000000 Penalty: 5729.683105
	Iteration 1F: 3 clusters Score -1.599699e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -15997915.000000 Penalty: 5729.683105
	Iteration 2Q: 3 clusters Score -1.599792e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -15999190.000000 Penalty: 5729.683105
	Iteration 3Q: 3 clusters Score -1.599919e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -16001088.000000 Penalty: 5729.683105
	Iteration 4Q: 3 clusters Score -1.600109e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -16004302.000000 Penalty: 5729.683105
	Iteration 5F: 3 clusters Score -1.60043e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -16009311.000000 Penalty: 5729.683105
	Iteration 6F: 3 clusters Score -1.600931e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -16016033.000000 Penalty: 5729.683105
	Iteration 7F: 3 clusters Score -1.601603e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -16023367.000000 Penalty: 5729.683105
	Iteration 8F: 3 clusters Score -1.602337e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -16029290.000000 Penalty: 5729.683105
	Iteration 9F: 3 clusters Score -1.602929e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -16032630.000000 Penalty: 5729.683105
	Iteration 10Q: 3 clusters Score -1.603263e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -16034111.000000 Penalty: 5729.683105
	Iteration 11Q: 3 clusters Score -1.603411e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -16035020.000000 Penalty: 5729.683105
	Iteration 12Q: 3 clusters Score -1.603502e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -16035498.000000 Penalty: 5729.683105
	Iteration 13Q: 3 clusters Score -1.60355e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -16035743.000000 Penalty: 5729.683105
	Iteration 14Q: 3 clusters Score -1.603574e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -16035888.000000 Penalty: 5729.683105
	Iteration 15Q: 3 clusters Score -1.603589e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -16035964.000000 Penalty: 5729.683105
	Iteration 16Q: 3 clusters Score -1.603596e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -16036055.000000 Penalty: 5729.683105
	Iteration 17Q: 3 clusters Score -1.603606e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -16036137.000000 Penalty: 5729.683105
	Iteration 18Q: 3 clusters Score -1.603614e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -16036152.000000 Penalty: 5729.683105
	Iteration 19Q: 3 clusters Score -1.603615e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -16036194.000000 Penalty: 5729.683105
	Iteration 20F: 3 clusters Score -1.603619e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -16036203.000000 Penalty: 5729.683105
	Iteration 21Q: 3 clusters Score -1.60362e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -16036178.000000 Penalty: 5729.683105
	Iteration 22Q: 3 clusters Score -1.603618e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -16036210.000000 Penalty: 5729.683105
	Iteration 23Q: 3 clusters Score -1.603621e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -16036234.000000 Penalty: 5729.683105
	Iteration 24Q: 3 clusters Score -1.603623e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -16036230.000000 Penalty: 5729.683105
	Iteration 25Q: 3 clusters Score -1.603623e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -16036237.000000 Penalty: 5729.683105
	Iteration 26Q: 3 clusters Score -1.603624e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -16036233.000000 Penalty: 5729.683105
	Iteration 27Q: 3 clusters Score -1.603623e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -16036253.000000 Penalty: 5729.683105
	Iteration 28Q: 3 clusters Score -1.603625e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -16036266.000000 Penalty: 5729.683105
	Iteration 29Q: 3 clusters Score -1.603627e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -16036249.000000 Penalty: 5729.683105
	Iteration 30Q: 3 clusters Score -1.603625e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -16036246.000000 Penalty: 5729.683105
	Iteration 31Q: 3 clusters Score -1.603625e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -16036225.000000 Penalty: 5729.683105
	Iteration 32Q: 3 clusters Score -1.603622e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -16036216.000000 Penalty: 5729.683105
	Iteration 33Q: 3 clusters Score -1.603622e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -16036194.000000 Penalty: 5729.683105
	Iteration 34Q: 3 clusters Score -1.603619e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -16036230.000000 Penalty: 5729.683105
	Iteration 35Q: 3 clusters Score -1.603623e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -16036231.000000 Penalty: 5729.683105
	Iteration 36Q: 3 clusters Score -1.603623e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -16036247.000000 Penalty: 5729.683105
	Iteration 37Q: 3 clusters Score -1.603625e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -16036264.000000 Penalty: 5729.683105
	Iteration 38Q: 3 clusters Score -1.603626e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -16036303.000000 Penalty: 5729.683105
	Iteration 39Q: 3 clusters Score -1.60363e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -16036311.000000 Penalty: 5729.683105
	Iteration 40F: 3 clusters Score -1.603631e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -16036325.000000 Penalty: 5729.683105
	Iteration 41Q: 3 clusters Score -1.603632e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 92265 members 
Entering Unmasked Estep 
Score: -16036332.000000 Penalty: 5729.683105
	Iteration 42Q: 3 clusters Score -1.603633e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 92386 members 
Entering Unmasked Estep 
Score: -16036323.000000 Penalty: 5729.683105
	Iteration 43Q: 3 clusters Score -1.603632e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -16036350.000000 Penalty: 5729.683105
	Iteration 44Q: 3 clusters Score -1.603635e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 92651 members 
Entering Unmasked Estep 
Score: -16036369.000000 Penalty: 5729.683105
	Iteration 45Q: 3 clusters Score -1.603637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -16036388.000000 Penalty: 5729.683105
	Iteration 46Q: 3 clusters Score -1.603639e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -16036416.000000 Penalty: 5729.683105
	Iteration 47Q: 3 clusters Score -1.603642e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -16036424.000000 Penalty: 5729.683105
	Iteration 48Q: 3 clusters Score -1.603642e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -16036426.000000 Penalty: 5729.683105
	Iteration 49Q: 3 clusters Score -1.603643e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -16036462.000000 Penalty: 5729.683105
	Iteration 50Q: 3 clusters Score -1.603646e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -16036472.000000 Penalty: 5729.683105
	Iteration 51Q: 3 clusters Score -1.603647e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -16036481.000000 Penalty: 5729.683105
	Iteration 52Q: 3 clusters Score -1.603648e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -16036494.000000 Penalty: 5729.683105
	Iteration 53Q: 3 clusters Score -1.603649e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -16036498.000000 Penalty: 5729.683105
	Iteration 54Q: 3 clusters Score -1.60365e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -16036478.000000 Penalty: 5729.683105
	Iteration 55Q: 3 clusters Score -1.603648e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -16036479.000000 Penalty: 5729.683105
	Iteration 56Q: 3 clusters Score -1.603648e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 94247 members 
Entering Unmasked Estep 
Score: -16036516.000000 Penalty: 5729.683105
	Iteration 57Q: 3 clusters Score -1.603652e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -16036522.000000 Penalty: 5729.683105
	Iteration 58Q: 3 clusters Score -1.603652e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -16036489.000000 Penalty: 5729.683105
	Iteration 59Q: 3 clusters Score -1.603649e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -16036477.000000 Penalty: 5729.683105
	Iteration 60F: 3 clusters Score -1.603648e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -16036493.000000 Penalty: 5729.683105
	Iteration 61Q: 3 clusters Score -1.603649e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -16036511.000000 Penalty: 5729.683105
	Iteration 62Q: 3 clusters Score -1.603651e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -16036519.000000 Penalty: 5729.683105
	Iteration 63Q: 3 clusters Score -1.603652e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -16036567.000000 Penalty: 5729.683105
	Iteration 64Q: 3 clusters Score -1.603657e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -16036530.000000 Penalty: 5729.683105
	Iteration 65Q: 3 clusters Score -1.603653e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -16036550.000000 Penalty: 5729.683105
	Iteration 66Q: 3 clusters Score -1.603655e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -16036536.000000 Penalty: 5729.683105
	Iteration 67Q: 3 clusters Score -1.603654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 95686 members 
Entering Unmasked Estep 
Score: -16036579.000000 Penalty: 5729.683105
	Iteration 68Q: 3 clusters Score -1.603658e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -16036540.000000 Penalty: 5729.683105
	Iteration 69Q: 3 clusters Score -1.603654e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -16036546.000000 Penalty: 5729.683105
	Iteration 70Q: 3 clusters Score -1.603655e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -16036556.000000 Penalty: 5729.683105
	Iteration 71Q: 3 clusters Score -1.603656e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -16036559.000000 Penalty: 5729.683105
	Iteration 72Q: 3 clusters Score -1.603656e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -16036556.000000 Penalty: 5729.683105
	Iteration 73Q: 3 clusters Score -1.603656e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -16036557.000000 Penalty: 5729.683105
	Iteration 74Q: 3 clusters Score -1.603656e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -16036533.000000 Penalty: 5729.683105
	Iteration 75Q: 3 clusters Score -1.603653e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -16036561.000000 Penalty: 5729.683105
	Iteration 76Q: 3 clusters Score -1.603656e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -16036580.000000 Penalty: 5729.683105
	Iteration 77Q: 3 clusters Score -1.603658e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -16036642.000000 Penalty: 5729.683105
	Iteration 78Q: 3 clusters Score -1.603664e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -16036641.000000 Penalty: 5729.683105
	Iteration 79Q: 3 clusters Score -1.603664e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
Score: -16036649.000000 Penalty: 5729.683105
	Iteration 80F: 3 clusters Score -1.603665e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -16036659.000000 Penalty: 5729.683105
	Iteration 81Q: 3 clusters Score -1.603666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -16036666.000000 Penalty: 5729.683105
	Iteration 82Q: 3 clusters Score -1.603667e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
Score: -16036658.000000 Penalty: 5729.683105
	Iteration 83Q: 3 clusters Score -1.603666e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -16036679.000000 Penalty: 5729.683105
	Iteration 84Q: 3 clusters Score -1.603668e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -16036708.000000 Penalty: 5729.683105
	Iteration 85Q: 3 clusters Score -1.603671e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -16036663.000000 Penalty: 5729.683105
	Iteration 86Q: 3 clusters Score -1.603666e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -16036678.000000 Penalty: 5729.683105
	Iteration 87Q: 3 clusters Score -1.603668e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 97975 members 
Entering Unmasked Estep 
Score: -16036701.000000 Penalty: 5729.683105
	Iteration 88Q: 3 clusters Score -1.60367e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -16036707.000000 Penalty: 5729.683105
	Iteration 89Q: 3 clusters Score -1.603671e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -16036709.000000 Penalty: 5729.683105
	Iteration 90Q: 3 clusters Score -1.603671e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -16036708.000000 Penalty: 5729.683105
	Iteration 91Q: 3 clusters Score -1.603671e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -16036724.000000 Penalty: 5729.683105
	Iteration 92Q: 3 clusters Score -1.603672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -16036711.000000 Penalty: 5729.683105
	Iteration 93Q: 3 clusters Score -1.603671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 94Q: 3 clusters Score -1.60367e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -16036718.000000 Penalty: 5729.683105
	Iteration 95Q: 3 clusters Score -1.603672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 96Q: 3 clusters Score -1.60367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -16036676.000000 Penalty: 5729.683105
	Iteration 97Q: 3 clusters Score -1.603668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -16036677.000000 Penalty: 5729.683105
	Iteration 98Q: 3 clusters Score -1.603668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -16036705.000000 Penalty: 5729.683105
	Iteration 99Q: 3 clusters Score -1.60367e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -16036694.000000 Penalty: 5729.683105
	Iteration 100F: 3 clusters Score -1.603669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 98655 members 
Entering Unmasked Estep 
Score: -16036711.000000 Penalty: 5729.683105
	Iteration 101Q: 3 clusters Score -1.603671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -16036724.000000 Penalty: 5729.683105
	Iteration 102Q: 3 clusters Score -1.603672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -16036745.000000 Penalty: 5729.683105
	Iteration 103Q: 3 clusters Score -1.603674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -16036739.000000 Penalty: 5729.683105
	Iteration 104Q: 3 clusters Score -1.603674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 98792 members 
Entering Unmasked Estep 
Score: -16036729.000000 Penalty: 5729.683105
	Iteration 105Q: 3 clusters Score -1.603673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -16036745.000000 Penalty: 5729.683105
	Iteration 106Q: 3 clusters Score -1.603674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 98881 members 
Entering Unmasked Estep 
Score: -16036749.000000 Penalty: 5729.683105
	Iteration 107Q: 3 clusters Score -1.603675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 98930 members 
Entering Unmasked Estep 
Score: -16036739.000000 Penalty: 5729.683105
	Iteration 108Q: 3 clusters Score -1.603674e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -16036751.000000 Penalty: 5729.683105
	Iteration 109Q: 3 clusters Score -1.603675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 99023 members 
Entering Unmasked Estep 
Score: -16036755.000000 Penalty: 5729.683105
	Iteration 110Q: 3 clusters Score -1.603676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -16036750.000000 Penalty: 5729.683105
	Iteration 111Q: 3 clusters Score -1.603675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -16036758.000000 Penalty: 5729.683105
	Iteration 112Q: 3 clusters Score -1.603676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -16036744.000000 Penalty: 5729.683105
	Iteration 113Q: 3 clusters Score -1.603674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 99163 members 
Entering Unmasked Estep 
Score: -16036738.000000 Penalty: 5729.683105
	Iteration 114Q: 3 clusters Score -1.603674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -16036728.000000 Penalty: 5729.683105
	Iteration 115Q: 3 clusters Score -1.603673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -16036727.000000 Penalty: 5729.683105
	Iteration 116Q: 3 clusters Score -1.603673e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 99251 members 
Entering Unmasked Estep 
Score: -16036739.000000 Penalty: 5729.683105
	Iteration 117Q: 3 clusters Score -1.603674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -16036718.000000 Penalty: 5729.683105
	Iteration 118Q: 3 clusters Score -1.603672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -16036710.000000 Penalty: 5729.683105
	Iteration 119Q: 3 clusters Score -1.603671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -16036724.000000 Penalty: 5729.683105
	Iteration 120F: 3 clusters Score -1.603672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -16036724.000000 Penalty: 5729.683105
	Iteration 121Q: 3 clusters Score -1.603672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -16036710.000000 Penalty: 5729.683105
	Iteration 122Q: 3 clusters Score -1.603671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 123Q: 3 clusters Score -1.60367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -16036711.000000 Penalty: 5729.683105
	Iteration 124Q: 3 clusters Score -1.603671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 125Q: 3 clusters Score -1.60367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -16036697.000000 Penalty: 5729.683105
	Iteration 126Q: 3 clusters Score -1.60367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -16036669.000000 Penalty: 5729.683105
	Iteration 127Q: 3 clusters Score -1.603667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -16036678.000000 Penalty: 5729.683105
	Iteration 128Q: 3 clusters Score -1.603668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 99448 members 
Entering Unmasked Estep 
Score: -16036676.000000 Penalty: 5729.683105
	Iteration 129Q: 3 clusters Score -1.603668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -16036666.000000 Penalty: 5729.683105
	Iteration 130Q: 3 clusters Score -1.603667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -16036684.000000 Penalty: 5729.683105
	Iteration 131Q: 3 clusters Score -1.603668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -16036683.000000 Penalty: 5729.683105
	Iteration 132Q: 3 clusters Score -1.603668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -16036696.000000 Penalty: 5729.683105
	Iteration 133Q: 3 clusters Score -1.60367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -16036705.000000 Penalty: 5729.683105
	Iteration 134Q: 3 clusters Score -1.60367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -16036685.000000 Penalty: 5729.683105
	Iteration 135Q: 3 clusters Score -1.603668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -16036679.000000 Penalty: 5729.683105
	Iteration 136Q: 3 clusters Score -1.603668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -16036676.000000 Penalty: 5729.683105
	Iteration 137Q: 3 clusters Score -1.603668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -16036675.000000 Penalty: 5729.683105
	Iteration 138Q: 3 clusters Score -1.603668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -16036660.000000 Penalty: 5729.683105
	Iteration 139Q: 3 clusters Score -1.603666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 99613 members 
Entering Unmasked Estep 
Score: -16036680.000000 Penalty: 5729.683105
	Iteration 140F: 3 clusters Score -1.603668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -16036670.000000 Penalty: 5729.683105
	Iteration 141Q: 3 clusters Score -1.603667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 99639 members 
Entering Unmasked Estep 
Score: -16036694.000000 Penalty: 5729.683105
	Iteration 142Q: 3 clusters Score -1.603669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -16036693.000000 Penalty: 5729.683105
	Iteration 143Q: 3 clusters Score -1.603669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -16036688.000000 Penalty: 5729.683105
	Iteration 144Q: 3 clusters Score -1.603669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 99702 members 
Entering Unmasked Estep 
Score: -16036665.000000 Penalty: 5729.683105
	Iteration 145Q: 3 clusters Score -1.603666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -16036664.000000 Penalty: 5729.683105
	Iteration 146Q: 3 clusters Score -1.603666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -16036684.000000 Penalty: 5729.683105
	Iteration 147Q: 3 clusters Score -1.603668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -16036681.000000 Penalty: 5729.683105
	Iteration 148Q: 3 clusters Score -1.603668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -16036662.000000 Penalty: 5729.683105
	Iteration 149Q: 3 clusters Score -1.603666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -16036683.000000 Penalty: 5729.683105
	Iteration 150Q: 3 clusters Score -1.603668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -16036670.000000 Penalty: 5729.683105
	Iteration 151Q: 3 clusters Score -1.603667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -16036690.000000 Penalty: 5729.683105
	Iteration 152Q: 3 clusters Score -1.603669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -16036691.000000 Penalty: 5729.683105
	Iteration 153Q: 3 clusters Score -1.603669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -16036680.000000 Penalty: 5729.683105
	Iteration 154Q: 3 clusters Score -1.603668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 155Q: 3 clusters Score -1.60367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -16036700.000000 Penalty: 5729.683105
	Iteration 156Q: 3 clusters Score -1.60367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -16036687.000000 Penalty: 5729.683105
	Iteration 157Q: 3 clusters Score -1.603669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -16036678.000000 Penalty: 5729.683105
	Iteration 158Q: 3 clusters Score -1.603668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -16036673.000000 Penalty: 5729.683105
	Iteration 159Q: 3 clusters Score -1.603667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -16036688.000000 Penalty: 5729.683105
	Iteration 160F: 3 clusters Score -1.603669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -16036696.000000 Penalty: 5729.683105
	Iteration 161Q: 3 clusters Score -1.60367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -16036691.000000 Penalty: 5729.683105
	Iteration 162Q: 3 clusters Score -1.603669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -16036708.000000 Penalty: 5729.683105
	Iteration 163Q: 3 clusters Score -1.603671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -16036684.000000 Penalty: 5729.683105
	Iteration 164Q: 3 clusters Score -1.603668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -16036659.000000 Penalty: 5729.683105
	Iteration 165Q: 3 clusters Score -1.603666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 99959 members 
Entering Unmasked Estep 
Score: -16036665.000000 Penalty: 5729.683105
	Iteration 166Q: 3 clusters Score -1.603666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -16036662.000000 Penalty: 5729.683105
	Iteration 167Q: 3 clusters Score -1.603666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -16036665.000000 Penalty: 5729.683105
	Iteration 168Q: 3 clusters Score -1.603666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -16036669.000000 Penalty: 5729.683105
	Iteration 169Q: 3 clusters Score -1.603667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -16036658.000000 Penalty: 5729.683105
	Iteration 170Q: 3 clusters Score -1.603666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 100020 members 
Entering Unmasked Estep 
Score: -16036651.000000 Penalty: 5729.683105
	Iteration 171Q: 3 clusters Score -1.603665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -16036648.000000 Penalty: 5729.683105
	Iteration 172Q: 3 clusters Score -1.603665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -16036633.000000 Penalty: 5729.683105
	Iteration 173Q: 3 clusters Score -1.603663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -16036647.000000 Penalty: 5729.683105
	Iteration 174Q: 3 clusters Score -1.603665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -16036636.000000 Penalty: 5729.683105
	Iteration 175Q: 3 clusters Score -1.603664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -16036629.000000 Penalty: 5729.683105
	Iteration 176Q: 3 clusters Score -1.603663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -16036634.000000 Penalty: 5729.683105
	Iteration 177Q: 3 clusters Score -1.603663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -16036642.000000 Penalty: 5729.683105
	Iteration 178Q: 3 clusters Score -1.603664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -16036639.000000 Penalty: 5729.683105
	Iteration 179Q: 3 clusters Score -1.603664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -16036637.000000 Penalty: 5729.683105
	Iteration 180F: 3 clusters Score -1.603664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -16036637.000000 Penalty: 5729.683105
	Iteration 181Q: 3 clusters Score -1.603664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -16036633.000000 Penalty: 5729.683105
	Iteration 182Q: 3 clusters Score -1.603663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -16036633.000000 Penalty: 5729.683105
	Iteration 183F: 3 clusters Score -1.603663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -124403.187500 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -124403.2 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 462 members 
Entering Unmasked Estep 
Score: -122590.945312 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -122590.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122849.835938 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -122849.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -122959.921875 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -122959.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123074.875000 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -123074.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123173.414062 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -123173.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123224.914062 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -123224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -123259.367188 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -123259.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123287.570312 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -123287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123314.460938 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -123314.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -123334.218750 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -123334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123349.031250 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -123349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -123361.031250 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -123361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -123367.593750 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -123367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -123369.437500 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -123369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123371.640625 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -123371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -123374.742188 Penalty: 3363.404785
	Iteration 15Q: 3 clusters Score -123374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123376.585938 Penalty: 3363.404785
	Iteration 16Q: 3 clusters Score -123376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -123376.585938 Penalty: 3363.404785
	Iteration 17F: 3 clusters Score -123376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Entering Unmasked Estep 
Score: -13419044.000000 Penalty: 2822.548340
	Iteration 0F: 2 clusters Score -1.341904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -13360352.000000 Penalty: 5645.096680
	Iteration 0F: 3 clusters Score -1.336035e+07 nChanged 41380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -13383708.000000 Penalty: 5645.096680
	Iteration 1F: 3 clusters Score -1.338371e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -13384275.000000 Penalty: 5645.096680
	Iteration 2Q: 3 clusters Score -1.338428e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -13384929.000000 Penalty: 5645.096680
	Iteration 3Q: 3 clusters Score -1.338493e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -13385844.000000 Penalty: 5645.096680
	Iteration 4Q: 3 clusters Score -1.338584e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -13387069.000000 Penalty: 5645.096680
	Iteration 5Q: 3 clusters Score -1.338707e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -13388391.000000 Penalty: 5645.096680
	Iteration 6Q: 3 clusters Score -1.338839e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -13390065.000000 Penalty: 5645.096680
	Iteration 7Q: 3 clusters Score -1.339006e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -13391970.000000 Penalty: 5645.096680
	Iteration 8Q: 3 clusters Score -1.339197e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -13394101.000000 Penalty: 5645.096680
	Iteration 9F: 3 clusters Score -1.33941e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -13396130.000000 Penalty: 5645.096680
	Iteration 10F: 3 clusters Score -1.339613e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -13398024.000000 Penalty: 5645.096680
	Iteration 11Q: 3 clusters Score -1.339802e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -13399265.000000 Penalty: 5645.096680
	Iteration 12Q: 3 clusters Score -1.339926e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -13400084.000000 Penalty: 5645.096680
	Iteration 13Q: 3 clusters Score -1.340008e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -13400594.000000 Penalty: 5645.096680
	Iteration 14Q: 3 clusters Score -1.340059e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -13400869.000000 Penalty: 5645.096680
	Iteration 15Q: 3 clusters Score -1.340087e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -13401156.000000 Penalty: 5645.096680
	Iteration 16Q: 3 clusters Score -1.340116e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -13401448.000000 Penalty: 5645.096680
	Iteration 17Q: 3 clusters Score -1.340145e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -13401851.000000 Penalty: 5645.096680
	Iteration 18Q: 3 clusters Score -1.340185e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -13402321.000000 Penalty: 5645.096680
	Iteration 19Q: 3 clusters Score -1.340232e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -13402818.000000 Penalty: 5645.096680
	Iteration 20F: 3 clusters Score -1.340282e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -13403550.000000 Penalty: 5645.096680
	Iteration 21Q: 3 clusters Score -1.340355e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -13404798.000000 Penalty: 5645.096680
	Iteration 22Q: 3 clusters Score -1.34048e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -13406641.000000 Penalty: 5645.096680
	Iteration 23Q: 3 clusters Score -1.340664e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -13409853.000000 Penalty: 5645.096680
	Iteration 24Q: 3 clusters Score -1.340985e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -13412112.000000 Penalty: 5645.096680
	Iteration 25Q: 3 clusters Score -1.341211e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -13413105.000000 Penalty: 5645.096680
	Iteration 26Q: 3 clusters Score -1.34131e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -13413651.000000 Penalty: 5645.096680
	Iteration 27Q: 3 clusters Score -1.341365e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -13414086.000000 Penalty: 5645.096680
	Iteration 28Q: 3 clusters Score -1.341409e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -13414475.000000 Penalty: 5645.096680
	Iteration 29Q: 3 clusters Score -1.341448e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -13414728.000000 Penalty: 5645.096680
	Iteration 30Q: 3 clusters Score -1.341473e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -13414931.000000 Penalty: 5645.096680
	Iteration 31Q: 3 clusters Score -1.341493e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -13415146.000000 Penalty: 5645.096680
	Iteration 32Q: 3 clusters Score -1.341515e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -13415267.000000 Penalty: 5645.096680
	Iteration 33Q: 3 clusters Score -1.341527e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -13415408.000000 Penalty: 5645.096680
	Iteration 34Q: 3 clusters Score -1.341541e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -13415538.000000 Penalty: 5645.096680
	Iteration 35Q: 3 clusters Score -1.341554e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -13415587.000000 Penalty: 5645.096680
	Iteration 36Q: 3 clusters Score -1.341559e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13415663.000000 Penalty: 5645.096680
	Iteration 37Q: 3 clusters Score -1.341566e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -13415720.000000 Penalty: 5645.096680
	Iteration 38Q: 3 clusters Score -1.341572e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -13415758.000000 Penalty: 5645.096680
	Iteration 39Q: 3 clusters Score -1.341576e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -13415804.000000 Penalty: 5645.096680
	Iteration 40F: 3 clusters Score -1.34158e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -13415856.000000 Penalty: 5645.096680
	Iteration 41Q: 3 clusters Score -1.341586e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -13415886.000000 Penalty: 5645.096680
	Iteration 42Q: 3 clusters Score -1.341589e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -13415912.000000 Penalty: 5645.096680
	Iteration 43Q: 3 clusters Score -1.341591e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -13415899.000000 Penalty: 5645.096680
	Iteration 44Q: 3 clusters Score -1.34159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -13415917.000000 Penalty: 5645.096680
	Iteration 45Q: 3 clusters Score -1.341592e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -13415951.000000 Penalty: 5645.096680
	Iteration 46Q: 3 clusters Score -1.341595e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -13415973.000000 Penalty: 5645.096680
	Iteration 47Q: 3 clusters Score -1.341597e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -13415996.000000 Penalty: 5645.096680
	Iteration 48Q: 3 clusters Score -1.3416e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -13415992.000000 Penalty: 5645.096680
	Iteration 49Q: 3 clusters Score -1.341599e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -13416040.000000 Penalty: 5645.096680
	Iteration 50Q: 3 clusters Score -1.341604e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -13416062.000000 Penalty: 5645.096680
	Iteration 51Q: 3 clusters Score -1.341606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -13416066.000000 Penalty: 5645.096680
	Iteration 52Q: 3 clusters Score -1.341607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -13416075.000000 Penalty: 5645.096680
	Iteration 53Q: 3 clusters Score -1.341608e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -13416103.000000 Penalty: 5645.096680
	Iteration 54Q: 3 clusters Score -1.34161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -13416124.000000 Penalty: 5645.096680
	Iteration 55Q: 3 clusters Score -1.341612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13416151.000000 Penalty: 5645.096680
	Iteration 56Q: 3 clusters Score -1.341615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -13416145.000000 Penalty: 5645.096680
	Iteration 57Q: 3 clusters Score -1.341614e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -13416121.000000 Penalty: 5645.096680
	Iteration 58Q: 3 clusters Score -1.341612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13416126.000000 Penalty: 5645.096680
	Iteration 59Q: 3 clusters Score -1.341613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -13416123.000000 Penalty: 5645.096680
	Iteration 60F: 3 clusters Score -1.341612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -13416141.000000 Penalty: 5645.096680
	Iteration 61Q: 3 clusters Score -1.341614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -13416142.000000 Penalty: 5645.096680
	Iteration 62Q: 3 clusters Score -1.341614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -13416163.000000 Penalty: 5645.096680
	Iteration 63Q: 3 clusters Score -1.341616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -13416168.000000 Penalty: 5645.096680
	Iteration 64Q: 3 clusters Score -1.341617e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -13416180.000000 Penalty: 5645.096680
	Iteration 65Q: 3 clusters Score -1.341618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -13416209.000000 Penalty: 5645.096680
	Iteration 66Q: 3 clusters Score -1.341621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -13416211.000000 Penalty: 5645.096680
	Iteration 67Q: 3 clusters Score -1.341621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -13416215.000000 Penalty: 5645.096680
	Iteration 68Q: 3 clusters Score -1.341622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -13416206.000000 Penalty: 5645.096680
	Iteration 69Q: 3 clusters Score -1.341621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -13416201.000000 Penalty: 5645.096680
	Iteration 70Q: 3 clusters Score -1.34162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -13416213.000000 Penalty: 5645.096680
	Iteration 71Q: 3 clusters Score -1.341621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -13416203.000000 Penalty: 5645.096680
	Iteration 72Q: 3 clusters Score -1.34162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -13416224.000000 Penalty: 5645.096680
	Iteration 73Q: 3 clusters Score -1.341622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -13416232.000000 Penalty: 5645.096680
	Iteration 74Q: 3 clusters Score -1.341623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -13416233.000000 Penalty: 5645.096680
	Iteration 75Q: 3 clusters Score -1.341623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -13416248.000000 Penalty: 5645.096680
	Iteration 76Q: 3 clusters Score -1.341625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -13416282.000000 Penalty: 5645.096680
	Iteration 77Q: 3 clusters Score -1.341628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13416268.000000 Penalty: 5645.096680
	Iteration 78Q: 3 clusters Score -1.341627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13416272.000000 Penalty: 5645.096680
	Iteration 79Q: 3 clusters Score -1.341627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13416287.000000 Penalty: 5645.096680
	Iteration 80F: 3 clusters Score -1.341629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -13416292.000000 Penalty: 5645.096680
	Iteration 81Q: 3 clusters Score -1.341629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -13416284.000000 Penalty: 5645.096680
	Iteration 82Q: 3 clusters Score -1.341628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -13416290.000000 Penalty: 5645.096680
	Iteration 83Q: 3 clusters Score -1.341629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -13416276.000000 Penalty: 5645.096680
	Iteration 84Q: 3 clusters Score -1.341628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -13416286.000000 Penalty: 5645.096680
	Iteration 85Q: 3 clusters Score -1.341629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -13416283.000000 Penalty: 5645.096680
	Iteration 86Q: 3 clusters Score -1.341628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -13416295.000000 Penalty: 5645.096680
	Iteration 87Q: 3 clusters Score -1.34163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -13416293.000000 Penalty: 5645.096680
	Iteration 88Q: 3 clusters Score -1.341629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -13416302.000000 Penalty: 5645.096680
	Iteration 89Q: 3 clusters Score -1.34163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -13416316.000000 Penalty: 5645.096680
	Iteration 90Q: 3 clusters Score -1.341632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13416313.000000 Penalty: 5645.096680
	Iteration 91Q: 3 clusters Score -1.341631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -13416304.000000 Penalty: 5645.096680
	Iteration 92Q: 3 clusters Score -1.34163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -13416296.000000 Penalty: 5645.096680
	Iteration 93Q: 3 clusters Score -1.34163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -13416301.000000 Penalty: 5645.096680
	Iteration 94Q: 3 clusters Score -1.34163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13416303.000000 Penalty: 5645.096680
	Iteration 95Q: 3 clusters Score -1.34163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13416301.000000 Penalty: 5645.096680
	Iteration 96Q: 3 clusters Score -1.34163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -13416300.000000 Penalty: 5645.096680
	Iteration 97Q: 3 clusters Score -1.34163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -13416300.000000 Penalty: 5645.096680
	Iteration 98F: 3 clusters Score -1.34163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19171.675781 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19171.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19259.285156 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19259.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -489728.875000 Penalty: 2008.312622
	Iteration 0F: 2 clusters Score -489728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -486238.250000 Penalty: 4016.625244
	Iteration 0F: 3 clusters Score -486238.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -486938.375000 Penalty: 4016.625244
	Iteration 1F: 3 clusters Score -486938.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -487134.468750 Penalty: 4016.625244
	Iteration 2F: 3 clusters Score -487134.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -487244.437500 Penalty: 4016.625244
	Iteration 3F: 3 clusters Score -487244.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -487327.093750 Penalty: 4016.625244
	Iteration 4Q: 3 clusters Score -487327.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -487388.281250 Penalty: 4016.625244
	Iteration 5Q: 3 clusters Score -487388.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -487462.843750 Penalty: 4016.625244
	Iteration 6Q: 3 clusters Score -487462.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -487540.937500 Penalty: 4016.625244
	Iteration 7Q: 3 clusters Score -487540.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -487652.750000 Penalty: 4016.625244
	Iteration 8Q: 3 clusters Score -487652.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -487794.218750 Penalty: 4016.625244
	Iteration 9Q: 3 clusters Score -487794.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -487894.718750 Penalty: 4016.625244
	Iteration 10Q: 3 clusters Score -487894.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -487968.750000 Penalty: 4016.625244
	Iteration 11Q: 3 clusters Score -487968.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -488049.750000 Penalty: 4016.625244
	Iteration 12Q: 3 clusters Score -488049.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -488123.406250 Penalty: 4016.625244
	Iteration 13Q: 3 clusters Score -488123.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -488175.656250 Penalty: 4016.625244
	Iteration 14Q: 3 clusters Score -488175.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -488222.687500 Penalty: 4016.625244
	Iteration 15Q: 3 clusters Score -488222.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -488256.125000 Penalty: 4016.625244
	Iteration 16Q: 3 clusters Score -488256.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -488282.625000 Penalty: 4016.625244
	Iteration 17Q: 3 clusters Score -488282.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -488314.750000 Penalty: 4016.625244
	Iteration 18Q: 3 clusters Score -488314.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -488352.375000 Penalty: 4016.625244
	Iteration 19Q: 3 clusters Score -488352.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -488377.031250 Penalty: 4016.625244
	Iteration 20F: 3 clusters Score -488377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -488390.468750 Penalty: 4016.625244
	Iteration 21Q: 3 clusters Score -488390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -488397.312500 Penalty: 4016.625244
	Iteration 22Q: 3 clusters Score -488397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -488400.343750 Penalty: 4016.625244
	Iteration 23Q: 3 clusters Score -488400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -488404.218750 Penalty: 4016.625244
	Iteration 24Q: 3 clusters Score -488404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -488407.562500 Penalty: 4016.625244
	Iteration 25Q: 3 clusters Score -488407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -488412.031250 Penalty: 4016.625244
	Iteration 26Q: 3 clusters Score -488412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -488417.968750 Penalty: 4016.625244
	Iteration 27Q: 3 clusters Score -488418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -488423.468750 Penalty: 4016.625244
	Iteration 28Q: 3 clusters Score -488423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -488427.031250 Penalty: 4016.625244
	Iteration 29Q: 3 clusters Score -488427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -488431.250000 Penalty: 4016.625244
	Iteration 30Q: 3 clusters Score -488431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -488438.343750 Penalty: 4016.625244
	Iteration 31Q: 3 clusters Score -488438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -488443.812500 Penalty: 4016.625244
	Iteration 32Q: 3 clusters Score -488443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -488446.312500 Penalty: 4016.625244
	Iteration 33Q: 3 clusters Score -488446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -488447.781250 Penalty: 4016.625244
	Iteration 34Q: 3 clusters Score -488447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -488448.875000 Penalty: 4016.625244
	Iteration 35Q: 3 clusters Score -488448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -488448.875000 Penalty: 4016.625244
	Iteration 36F: 3 clusters Score -488448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Entering Unmasked Estep 
Score: -2657536.250000 Penalty: 2421.299805
	Iteration 0F: 2 clusters Score -2657536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2645238.750000 Penalty: 4842.599609
	Iteration 0F: 3 clusters Score -2645239 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2649252.750000 Penalty: 4842.599609
	Iteration 1F: 3 clusters Score -2649253 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2649626.000000 Penalty: 4842.599609
	Iteration 2F: 3 clusters Score -2649626 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2649912.000000 Penalty: 4842.599609
	Iteration 3Q: 3 clusters Score -2649912 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2650151.250000 Penalty: 4842.599609
	Iteration 4Q: 3 clusters Score -2650151 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2650404.750000 Penalty: 4842.599609
	Iteration 5Q: 3 clusters Score -2650405 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2650701.000000 Penalty: 4842.599609
	Iteration 6Q: 3 clusters Score -2650701 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2651044.750000 Penalty: 4842.599609
	Iteration 7Q: 3 clusters Score -2651045 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2651359.000000 Penalty: 4842.599609
	Iteration 8Q: 3 clusters Score -2651359 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2651661.000000 Penalty: 4842.599609
	Iteration 9Q: 3 clusters Score -2651661 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2651973.000000 Penalty: 4842.599609
	Iteration 10Q: 3 clusters Score -2651973 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2652345.500000 Penalty: 4842.599609
	Iteration 11Q: 3 clusters Score -2652346 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2652756.500000 Penalty: 4842.599609
	Iteration 12Q: 3 clusters Score -2652756 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2653222.500000 Penalty: 4842.599609
	Iteration 13Q: 3 clusters Score -2653222 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2653676.500000 Penalty: 4842.599609
	Iteration 14Q: 3 clusters Score -2653676 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2654117.250000 Penalty: 4842.599609
	Iteration 15Q: 3 clusters Score -2654117 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2654504.500000 Penalty: 4842.599609
	Iteration 16Q: 3 clusters Score -2654504 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2654846.000000 Penalty: 4842.599609
	Iteration 17Q: 3 clusters Score -2654846 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2655103.500000 Penalty: 4842.599609
	Iteration 18Q: 3 clusters Score -2655104 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2655314.500000 Penalty: 4842.599609
	Iteration 19Q: 3 clusters Score -2655314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2655498.750000 Penalty: 4842.599609
	Iteration 20F: 3 clusters Score -2655499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2655622.000000 Penalty: 4842.599609
	Iteration 21Q: 3 clusters Score -2655622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2655686.250000 Penalty: 4842.599609
	Iteration 22Q: 3 clusters Score -2655686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2655737.750000 Penalty: 4842.599609
	Iteration 23Q: 3 clusters Score -2655738 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2655777.750000 Penalty: 4842.599609
	Iteration 24Q: 3 clusters Score -2655778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2655826.250000 Penalty: 4842.599609
	Iteration 25Q: 3 clusters Score -2655826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2655856.500000 Penalty: 4842.599609
	Iteration 26Q: 3 clusters Score -2655856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2655878.250000 Penalty: 4842.599609
	Iteration 27Q: 3 clusters Score -2655878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2655889.750000 Penalty: 4842.599609
	Iteration 28Q: 3 clusters Score -2655890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2655911.500000 Penalty: 4842.599609
	Iteration 29Q: 3 clusters Score -2655912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2655932.500000 Penalty: 4842.599609
	Iteration 30Q: 3 clusters Score -2655932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2655944.750000 Penalty: 4842.599609
	Iteration 31Q: 3 clusters Score -2655945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2655953.000000 Penalty: 4842.599609
	Iteration 32Q: 3 clusters Score -2655953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2655965.250000 Penalty: 4842.599609
	Iteration 33Q: 3 clusters Score -2655965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2655968.250000 Penalty: 4842.599609
	Iteration 34Q: 3 clusters Score -2655968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2655976.750000 Penalty: 4842.599609
	Iteration 35Q: 3 clusters Score -2655977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2655979.000000 Penalty: 4842.599609
	Iteration 36Q: 3 clusters Score -2655979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2655983.750000 Penalty: 4842.599609
	Iteration 37Q: 3 clusters Score -2655984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2655990.000000 Penalty: 4842.599609
	Iteration 38Q: 3 clusters Score -2655990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2655991.750000 Penalty: 4842.599609
	Iteration 39Q: 3 clusters Score -2655992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2655993.750000 Penalty: 4842.599609
	Iteration 40F: 3 clusters Score -2655994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2655997.000000 Penalty: 4842.599609
	Iteration 41Q: 3 clusters Score -2655997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2655996.500000 Penalty: 4842.599609
	Iteration 42Q: 3 clusters Score -2655996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2656000.750000 Penalty: 4842.599609
	Iteration 43Q: 3 clusters Score -2656001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2656000.750000 Penalty: 4842.599609
	Iteration 44Q: 3 clusters Score -2656001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2656001.750000 Penalty: 4842.599609
	Iteration 45Q: 3 clusters Score -2656002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2656005.250000 Penalty: 4842.599609
	Iteration 46Q: 3 clusters Score -2656005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2656006.750000 Penalty: 4842.599609
	Iteration 47Q: 3 clusters Score -2656007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2656006.000000 Penalty: 4842.599609
	Iteration 48Q: 3 clusters Score -2656006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2656006.750000 Penalty: 4842.599609
	Iteration 49Q: 3 clusters Score -2656007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2656004.500000 Penalty: 4842.599609
	Iteration 50Q: 3 clusters Score -2656004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2656004.500000 Penalty: 4842.599609
	Iteration 51F: 3 clusters Score -2656004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -800362.125000 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -800362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -795555.875000 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -795555.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -796706.875000 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -796706.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -796953.125000 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -796953.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -797123.625000 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -797123.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -797262.437500 Penalty: 4263.618164
	Iteration 4Q: 3 clusters Score -797262.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -797382.250000 Penalty: 4263.618164
	Iteration 5Q: 3 clusters Score -797382.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -797493.812500 Penalty: 4263.618164
	Iteration 6Q: 3 clusters Score -797493.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -797649.812500 Penalty: 4263.618164
	Iteration 7Q: 3 clusters Score -797649.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -797853.875000 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -797853.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -798156.250000 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -798156.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -798505.375000 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -798505.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -798873.187500 Penalty: 4263.618164
	Iteration 11F: 3 clusters Score -798873.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -799212.750000 Penalty: 4263.618164
	Iteration 12F: 3 clusters Score -799212.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -799478.125000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -799478.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -799657.437500 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -799657.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -799784.437500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -799784.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -799879.812500 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -799879.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -799933.875000 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -799933.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -799951.500000 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -799951.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -799958.500000 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -799958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -799963.312500 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -799963.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -799966.875000 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -799966.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -799969.750000 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -799969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -799969.062500 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -799969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -799968.437500 Penalty: 4263.618164
	Iteration 24Q: 3 clusters Score -799968.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -799968.625000 Penalty: 4263.618164
	Iteration 25Q: 3 clusters Score -799968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -799968.625000 Penalty: 4263.618164
	Iteration 26F: 3 clusters Score -799968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Entering Unmasked Estep 
Score: -1827763.750000 Penalty: 2332.542480
	Iteration 0F: 2 clusters Score -1827764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1818693.875000 Penalty: 4665.084961
	Iteration 0F: 3 clusters Score -1818694 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1821412.375000 Penalty: 4665.084961
	Iteration 1F: 3 clusters Score -1821412 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1821772.625000 Penalty: 4665.084961
	Iteration 2F: 3 clusters Score -1821773 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1822056.500000 Penalty: 4665.084961
	Iteration 3F: 3 clusters Score -1822056 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1822279.875000 Penalty: 4665.084961
	Iteration 4Q: 3 clusters Score -1822280 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1822499.000000 Penalty: 4665.084961
	Iteration 5Q: 3 clusters Score -1822499 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1822720.000000 Penalty: 4665.084961
	Iteration 6Q: 3 clusters Score -1822720 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1822925.125000 Penalty: 4665.084961
	Iteration 7Q: 3 clusters Score -1822925 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1823153.875000 Penalty: 4665.084961
	Iteration 8Q: 3 clusters Score -1823154 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1823397.875000 Penalty: 4665.084961
	Iteration 9Q: 3 clusters Score -1823398 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1823664.125000 Penalty: 4665.084961
	Iteration 10Q: 3 clusters Score -1823664 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1823898.125000 Penalty: 4665.084961
	Iteration 11Q: 3 clusters Score -1823898 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1824110.875000 Penalty: 4665.084961
	Iteration 12Q: 3 clusters Score -1824111 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1824327.125000 Penalty: 4665.084961
	Iteration 13Q: 3 clusters Score -1824327 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1824540.000000 Penalty: 4665.084961
	Iteration 14Q: 3 clusters Score -1824540 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1824750.750000 Penalty: 4665.084961
	Iteration 15Q: 3 clusters Score -1824751 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1824931.125000 Penalty: 4665.084961
	Iteration 16Q: 3 clusters Score -1824931 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1825064.375000 Penalty: 4665.084961
	Iteration 17Q: 3 clusters Score -1825064 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1825146.125000 Penalty: 4665.084961
	Iteration 18Q: 3 clusters Score -1825146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1825212.375000 Penalty: 4665.084961
	Iteration 19Q: 3 clusters Score -1825212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1825259.250000 Penalty: 4665.084961
	Iteration 20F: 3 clusters Score -1825259 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1825295.125000 Penalty: 4665.084961
	Iteration 21Q: 3 clusters Score -1825295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1825327.875000 Penalty: 4665.084961
	Iteration 22Q: 3 clusters Score -1825328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1825348.000000 Penalty: 4665.084961
	Iteration 23Q: 3 clusters Score -1825348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1825365.625000 Penalty: 4665.084961
	Iteration 24Q: 3 clusters Score -1825366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1825390.250000 Penalty: 4665.084961
	Iteration 25Q: 3 clusters Score -1825390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1825409.750000 Penalty: 4665.084961
	Iteration 26Q: 3 clusters Score -1825410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1825427.500000 Penalty: 4665.084961
	Iteration 27Q: 3 clusters Score -1825428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1825434.000000 Penalty: 4665.084961
	Iteration 28Q: 3 clusters Score -1825434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1825456.125000 Penalty: 4665.084961
	Iteration 29Q: 3 clusters Score -1825456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1825462.000000 Penalty: 4665.084961
	Iteration 30Q: 3 clusters Score -1825462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1825475.500000 Penalty: 4665.084961
	Iteration 31Q: 3 clusters Score -1825476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1825487.500000 Penalty: 4665.084961
	Iteration 32Q: 3 clusters Score -1825488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1825482.250000 Penalty: 4665.084961
	Iteration 33Q: 3 clusters Score -1825482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1825493.500000 Penalty: 4665.084961
	Iteration 34Q: 3 clusters Score -1825494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1825501.750000 Penalty: 4665.084961
	Iteration 35Q: 3 clusters Score -1825502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1825508.875000 Penalty: 4665.084961
	Iteration 36Q: 3 clusters Score -1825509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1825516.125000 Penalty: 4665.084961
	Iteration 37Q: 3 clusters Score -1825516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1825526.000000 Penalty: 4665.084961
	Iteration 38Q: 3 clusters Score -1825526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1825529.625000 Penalty: 4665.084961
	Iteration 39Q: 3 clusters Score -1825530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1825532.125000 Penalty: 4665.084961
	Iteration 40F: 3 clusters Score -1825532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1825537.875000 Penalty: 4665.084961
	Iteration 41Q: 3 clusters Score -1825538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1825544.250000 Penalty: 4665.084961
	Iteration 42Q: 3 clusters Score -1825544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1825548.750000 Penalty: 4665.084961
	Iteration 43Q: 3 clusters Score -1825549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1825551.500000 Penalty: 4665.084961
	Iteration 44Q: 3 clusters Score -1825552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1825558.875000 Penalty: 4665.084961
	Iteration 45Q: 3 clusters Score -1825559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1825561.625000 Penalty: 4665.084961
	Iteration 46Q: 3 clusters Score -1825562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1825559.375000 Penalty: 4665.084961
	Iteration 47Q: 3 clusters Score -1825559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1825568.375000 Penalty: 4665.084961
	Iteration 48Q: 3 clusters Score -1825568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1825572.625000 Penalty: 4665.084961
	Iteration 49Q: 3 clusters Score -1825573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1825576.375000 Penalty: 4665.084961
	Iteration 50Q: 3 clusters Score -1825576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1825574.250000 Penalty: 4665.084961
	Iteration 51Q: 3 clusters Score -1825574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1825575.750000 Penalty: 4665.084961
	Iteration 52Q: 3 clusters Score -1825576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1825591.000000 Penalty: 4665.084961
	Iteration 53Q: 3 clusters Score -1825591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1825590.250000 Penalty: 4665.084961
	Iteration 54Q: 3 clusters Score -1825590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1825597.250000 Penalty: 4665.084961
	Iteration 55Q: 3 clusters Score -1825597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1825607.750000 Penalty: 4665.084961
	Iteration 56Q: 3 clusters Score -1825608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1825609.125000 Penalty: 4665.084961
	Iteration 57Q: 3 clusters Score -1825609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1825621.000000 Penalty: 4665.084961
	Iteration 58Q: 3 clusters Score -1825621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1825624.375000 Penalty: 4665.084961
	Iteration 59Q: 3 clusters Score -1825624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1825630.875000 Penalty: 4665.084961
	Iteration 60F: 3 clusters Score -1825631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1825641.000000 Penalty: 4665.084961
	Iteration 61Q: 3 clusters Score -1825641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1825645.375000 Penalty: 4665.084961
	Iteration 62Q: 3 clusters Score -1825645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1825656.625000 Penalty: 4665.084961
	Iteration 63Q: 3 clusters Score -1825657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1825667.250000 Penalty: 4665.084961
	Iteration 64Q: 3 clusters Score -1825667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1825664.125000 Penalty: 4665.084961
	Iteration 65Q: 3 clusters Score -1825664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1825679.000000 Penalty: 4665.084961
	Iteration 66Q: 3 clusters Score -1825679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1825690.250000 Penalty: 4665.084961
	Iteration 67Q: 3 clusters Score -1825690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1825699.625000 Penalty: 4665.084961
	Iteration 68Q: 3 clusters Score -1825700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1825703.750000 Penalty: 4665.084961
	Iteration 69Q: 3 clusters Score -1825704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1825704.750000 Penalty: 4665.084961
	Iteration 70Q: 3 clusters Score -1825705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1825709.875000 Penalty: 4665.084961
	Iteration 71Q: 3 clusters Score -1825710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1825717.250000 Penalty: 4665.084961
	Iteration 72Q: 3 clusters Score -1825717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1825723.625000 Penalty: 4665.084961
	Iteration 73Q: 3 clusters Score -1825724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1825722.500000 Penalty: 4665.084961
	Iteration 74Q: 3 clusters Score -1825722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1825737.000000 Penalty: 4665.084961
	Iteration 75Q: 3 clusters Score -1825737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1825748.875000 Penalty: 4665.084961
	Iteration 76Q: 3 clusters Score -1825749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1825755.625000 Penalty: 4665.084961
	Iteration 77Q: 3 clusters Score -1825756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1825762.875000 Penalty: 4665.084961
	Iteration 78Q: 3 clusters Score -1825763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1825766.875000 Penalty: 4665.084961
	Iteration 79Q: 3 clusters Score -1825767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1825785.750000 Penalty: 4665.084961
	Iteration 80F: 3 clusters Score -1825786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1825786.375000 Penalty: 4665.084961
	Iteration 81Q: 3 clusters Score -1825786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1825791.750000 Penalty: 4665.084961
	Iteration 82Q: 3 clusters Score -1825792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1825795.000000 Penalty: 4665.084961
	Iteration 83Q: 3 clusters Score -1825795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1825793.500000 Penalty: 4665.084961
	Iteration 84Q: 3 clusters Score -1825794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1825796.500000 Penalty: 4665.084961
	Iteration 85Q: 3 clusters Score -1825796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1825797.375000 Penalty: 4665.084961
	Iteration 86Q: 3 clusters Score -1825797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1825804.250000 Penalty: 4665.084961
	Iteration 87Q: 3 clusters Score -1825804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1825805.250000 Penalty: 4665.084961
	Iteration 88Q: 3 clusters Score -1825805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1825808.750000 Penalty: 4665.084961
	Iteration 89Q: 3 clusters Score -1825809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1825812.000000 Penalty: 4665.084961
	Iteration 90Q: 3 clusters Score -1825812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1825807.750000 Penalty: 4665.084961
	Iteration 91Q: 3 clusters Score -1825808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1825810.500000 Penalty: 4665.084961
	Iteration 92Q: 3 clusters Score -1825810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1825810.750000 Penalty: 4665.084961
	Iteration 93Q: 3 clusters Score -1825811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1825809.375000 Penalty: 4665.084961
	Iteration 94Q: 3 clusters Score -1825809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1825810.250000 Penalty: 4665.084961
	Iteration 95Q: 3 clusters Score -1825810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1825811.500000 Penalty: 4665.084961
	Iteration 96Q: 3 clusters Score -1825812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1825809.750000 Penalty: 4665.084961
	Iteration 97Q: 3 clusters Score -1825810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1825811.125000 Penalty: 4665.084961
	Iteration 98Q: 3 clusters Score -1825811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1825811.125000 Penalty: 4665.084961
	Iteration 99Q: 3 clusters Score -1825811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1825811.125000 Penalty: 4665.084961
	Iteration 100F: 3 clusters Score -1825811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Entering Unmasked Estep 
Score: -3999724.750000 Penalty: 2524.842529
	Iteration 0F: 2 clusters Score -3999725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3981412.500000 Penalty: 5049.685059
	Iteration 0F: 3 clusters Score -3981412 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3987952.000000 Penalty: 5049.685059
	Iteration 1F: 3 clusters Score -3987952 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3988636.500000 Penalty: 5049.685059
	Iteration 2F: 3 clusters Score -3988636 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3989318.500000 Penalty: 5049.685059
	Iteration 3F: 3 clusters Score -3989318 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3989922.500000 Penalty: 5049.685059
	Iteration 4F: 3 clusters Score -3989922 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3990427.750000 Penalty: 5049.685059
	Iteration 5Q: 3 clusters Score -3990428 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3990901.000000 Penalty: 5049.685059
	Iteration 6Q: 3 clusters Score -3990901 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3991311.000000 Penalty: 5049.685059
	Iteration 7Q: 3 clusters Score -3991311 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3991724.250000 Penalty: 5049.685059
	Iteration 8Q: 3 clusters Score -3991724 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3992058.500000 Penalty: 5049.685059
	Iteration 9Q: 3 clusters Score -3992058 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3992405.500000 Penalty: 5049.685059
	Iteration 10Q: 3 clusters Score -3992406 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3992698.500000 Penalty: 5049.685059
	Iteration 11Q: 3 clusters Score -3992698 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3993008.250000 Penalty: 5049.685059
	Iteration 12Q: 3 clusters Score -3993008 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3993274.000000 Penalty: 5049.685059
	Iteration 13Q: 3 clusters Score -3993274 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3993562.000000 Penalty: 5049.685059
	Iteration 14Q: 3 clusters Score -3993562 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3993801.750000 Penalty: 5049.685059
	Iteration 15Q: 3 clusters Score -3993802 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3994058.750000 Penalty: 5049.685059
	Iteration 16Q: 3 clusters Score -3994059 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3994299.750000 Penalty: 5049.685059
	Iteration 17Q: 3 clusters Score -3994300 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3994502.500000 Penalty: 5049.685059
	Iteration 18Q: 3 clusters Score -3994502 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3994663.250000 Penalty: 5049.685059
	Iteration 19Q: 3 clusters Score -3994663 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3994828.250000 Penalty: 5049.685059
	Iteration 20F: 3 clusters Score -3994828 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3995005.500000 Penalty: 5049.685059
	Iteration 21Q: 3 clusters Score -3995006 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3995166.250000 Penalty: 5049.685059
	Iteration 22Q: 3 clusters Score -3995166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3995338.500000 Penalty: 5049.685059
	Iteration 23Q: 3 clusters Score -3995338 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3995547.500000 Penalty: 5049.685059
	Iteration 24Q: 3 clusters Score -3995548 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3995740.250000 Penalty: 5049.685059
	Iteration 25Q: 3 clusters Score -3995740 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3995917.500000 Penalty: 5049.685059
	Iteration 26Q: 3 clusters Score -3995918 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3996076.000000 Penalty: 5049.685059
	Iteration 27Q: 3 clusters Score -3996076 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3996230.750000 Penalty: 5049.685059
	Iteration 28Q: 3 clusters Score -3996231 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3996393.250000 Penalty: 5049.685059
	Iteration 29Q: 3 clusters Score -3996393 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3996555.750000 Penalty: 5049.685059
	Iteration 30Q: 3 clusters Score -3996556 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3996716.000000 Penalty: 5049.685059
	Iteration 31Q: 3 clusters Score -3996716 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3996829.250000 Penalty: 5049.685059
	Iteration 32Q: 3 clusters Score -3996829 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3996940.000000 Penalty: 5049.685059
	Iteration 33Q: 3 clusters Score -3996940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3997048.750000 Penalty: 5049.685059
	Iteration 34Q: 3 clusters Score -3997049 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3997128.250000 Penalty: 5049.685059
	Iteration 35Q: 3 clusters Score -3997128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3997202.250000 Penalty: 5049.685059
	Iteration 36Q: 3 clusters Score -3997202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3997259.500000 Penalty: 5049.685059
	Iteration 37Q: 3 clusters Score -3997260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3997311.500000 Penalty: 5049.685059
	Iteration 38Q: 3 clusters Score -3997312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3997348.250000 Penalty: 5049.685059
	Iteration 39Q: 3 clusters Score -3997348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3997373.500000 Penalty: 5049.685059
	Iteration 40F: 3 clusters Score -3997374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3997410.000000 Penalty: 5049.685059
	Iteration 41Q: 3 clusters Score -3997410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3997449.500000 Penalty: 5049.685059
	Iteration 42Q: 3 clusters Score -3997450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3997487.500000 Penalty: 5049.685059
	Iteration 43Q: 3 clusters Score -3997488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3997529.000000 Penalty: 5049.685059
	Iteration 44Q: 3 clusters Score -3997529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3997547.500000 Penalty: 5049.685059
	Iteration 45Q: 3 clusters Score -3997548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3997567.250000 Penalty: 5049.685059
	Iteration 46Q: 3 clusters Score -3997567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3997578.500000 Penalty: 5049.685059
	Iteration 47Q: 3 clusters Score -3997578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3997590.500000 Penalty: 5049.685059
	Iteration 48Q: 3 clusters Score -3997590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3997602.000000 Penalty: 5049.685059
	Iteration 49Q: 3 clusters Score -3997602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3997610.000000 Penalty: 5049.685059
	Iteration 50Q: 3 clusters Score -3997610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3997614.750000 Penalty: 5049.685059
	Iteration 51Q: 3 clusters Score -3997615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3997621.250000 Penalty: 5049.685059
	Iteration 52Q: 3 clusters Score -3997621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3997625.250000 Penalty: 5049.685059
	Iteration 53Q: 3 clusters Score -3997625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3997633.500000 Penalty: 5049.685059
	Iteration 54Q: 3 clusters Score -3997634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3997636.000000 Penalty: 5049.685059
	Iteration 55Q: 3 clusters Score -3997636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3997646.500000 Penalty: 5049.685059
	Iteration 56Q: 3 clusters Score -3997646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3997646.750000 Penalty: 5049.685059
	Iteration 57Q: 3 clusters Score -3997647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3997650.500000 Penalty: 5049.685059
	Iteration 58Q: 3 clusters Score -3997650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3997646.500000 Penalty: 5049.685059
	Iteration 59Q: 3 clusters Score -3997646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3997649.500000 Penalty: 5049.685059
	Iteration 60F: 3 clusters Score -3997650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3997653.000000 Penalty: 5049.685059
	Iteration 61Q: 3 clusters Score -3997653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3997656.750000 Penalty: 5049.685059
	Iteration 62Q: 3 clusters Score -3997657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3997657.000000 Penalty: 5049.685059
	Iteration 63Q: 3 clusters Score -3997657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3997664.250000 Penalty: 5049.685059
	Iteration 64Q: 3 clusters Score -3997664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3997661.500000 Penalty: 5049.685059
	Iteration 65Q: 3 clusters Score -3997662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3997663.500000 Penalty: 5049.685059
	Iteration 66Q: 3 clusters Score -3997664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3997665.250000 Penalty: 5049.685059
	Iteration 67Q: 3 clusters Score -3997665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3997667.000000 Penalty: 5049.685059
	Iteration 68Q: 3 clusters Score -3997667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3997666.000000 Penalty: 5049.685059
	Iteration 69Q: 3 clusters Score -3997666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3997666.000000 Penalty: 5049.685059
	Iteration 70Q: 3 clusters Score -3997666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3997666.000000 Penalty: 5049.685059
	Iteration 71F: 3 clusters Score -3997666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Entering Unmasked Estep 
Score: -3183625.500000 Penalty: 2479.589111
	Iteration 0F: 2 clusters Score -3183626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3168260.500000 Penalty: 4959.178223
	Iteration 0F: 3 clusters Score -3168260 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3173660 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3174377.750000 Penalty: 4959.178223
	Iteration 2F: 3 clusters Score -3174378 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3175198.250000 Penalty: 4959.178223
	Iteration 3F: 3 clusters Score -3175198 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3175968.750000 Penalty: 4959.178223
	Iteration 4F: 3 clusters Score -3175969 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3176694.000000 Penalty: 4959.178223
	Iteration 5F: 3 clusters Score -3176694 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3177342.750000 Penalty: 4959.178223
	Iteration 6F: 3 clusters Score -3177343 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3177943.500000 Penalty: 4959.178223
	Iteration 7Q: 3 clusters Score -3177944 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3178409.250000 Penalty: 4959.178223
	Iteration 8Q: 3 clusters Score -3178409 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -3178810.750000 Penalty: 4959.178223
	Iteration 9Q: 3 clusters Score -3178811 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3179188.000000 Penalty: 4959.178223
	Iteration 10Q: 3 clusters Score -3179188 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3179578.750000 Penalty: 4959.178223
	Iteration 11Q: 3 clusters Score -3179579 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3179914.250000 Penalty: 4959.178223
	Iteration 12Q: 3 clusters Score -3179914 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3180169.250000 Penalty: 4959.178223
	Iteration 13Q: 3 clusters Score -3180169 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3180390.500000 Penalty: 4959.178223
	Iteration 14Q: 3 clusters Score -3180390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3180540.750000 Penalty: 4959.178223
	Iteration 15Q: 3 clusters Score -3180541 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3180669.250000 Penalty: 4959.178223
	Iteration 16Q: 3 clusters Score -3180669 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3180771.000000 Penalty: 4959.178223
	Iteration 17Q: 3 clusters Score -3180771 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3180869.750000 Penalty: 4959.178223
	Iteration 18Q: 3 clusters Score -3180870 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3180967.750000 Penalty: 4959.178223
	Iteration 19Q: 3 clusters Score -3180968 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3181062.750000 Penalty: 4959.178223
	Iteration 20F: 3 clusters Score -3181063 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3181129.250000 Penalty: 4959.178223
	Iteration 21Q: 3 clusters Score -3181129 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3181205.000000 Penalty: 4959.178223
	Iteration 22Q: 3 clusters Score -3181205 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3181287.500000 Penalty: 4959.178223
	Iteration 23Q: 3 clusters Score -3181288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3181372.750000 Penalty: 4959.178223
	Iteration 24Q: 3 clusters Score -3181373 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3181495.750000 Penalty: 4959.178223
	Iteration 25Q: 3 clusters Score -3181496 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3181621.250000 Penalty: 4959.178223
	Iteration 26Q: 3 clusters Score -3181621 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3181759.250000 Penalty: 4959.178223
	Iteration 27Q: 3 clusters Score -3181759 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3181880.250000 Penalty: 4959.178223
	Iteration 28Q: 3 clusters Score -3181880 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3181974.000000 Penalty: 4959.178223
	Iteration 29Q: 3 clusters Score -3181974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3182048.750000 Penalty: 4959.178223
	Iteration 30Q: 3 clusters Score -3182049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3182104.000000 Penalty: 4959.178223
	Iteration 31Q: 3 clusters Score -3182104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3182111.000000 Penalty: 4959.178223
	Iteration 32Q: 3 clusters Score -3182111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3182154.250000 Penalty: 4959.178223
	Iteration 33Q: 3 clusters Score -3182154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3182176.750000 Penalty: 4959.178223
	Iteration 34Q: 3 clusters Score -3182177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3182181.750000 Penalty: 4959.178223
	Iteration 35Q: 3 clusters Score -3182182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3182203.750000 Penalty: 4959.178223
	Iteration 36Q: 3 clusters Score -3182204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3182229.000000 Penalty: 4959.178223
	Iteration 37Q: 3 clusters Score -3182229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3182246.250000 Penalty: 4959.178223
	Iteration 38Q: 3 clusters Score -3182246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3182259.250000 Penalty: 4959.178223
	Iteration 39Q: 3 clusters Score -3182259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3182269.500000 Penalty: 4959.178223
	Iteration 40F: 3 clusters Score -3182270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3182278.500000 Penalty: 4959.178223
	Iteration 41Q: 3 clusters Score -3182278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3182285.500000 Penalty: 4959.178223
	Iteration 42Q: 3 clusters Score -3182286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3182297.500000 Penalty: 4959.178223
	Iteration 43Q: 3 clusters Score -3182298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3182306.250000 Penalty: 4959.178223
	Iteration 44Q: 3 clusters Score -3182306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3182312.500000 Penalty: 4959.178223
	Iteration 45Q: 3 clusters Score -3182312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3182311.750000 Penalty: 4959.178223
	Iteration 46Q: 3 clusters Score -3182312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3182324.750000 Penalty: 4959.178223
	Iteration 47Q: 3 clusters Score -3182325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3182325.000000 Penalty: 4959.178223
	Iteration 48Q: 3 clusters Score -3182325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3182330.750000 Penalty: 4959.178223
	Iteration 49Q: 3 clusters Score -3182331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3182328.250000 Penalty: 4959.178223
	Iteration 50Q: 3 clusters Score -3182328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3182325.000000 Penalty: 4959.178223
	Iteration 51Q: 3 clusters Score -3182325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3182325.000000 Penalty: 4959.178223
	Iteration 52F: 3 clusters Score -3182325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21057.384766 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21057.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21173.138672 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21173.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21244.578125 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21244.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21287.138672 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21287.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21307.789062 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -21307.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21310.380859 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -21310.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -21314.138672 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -21314.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21319.580078 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -21319.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21319.580078 Penalty: 2625.479248
	Iteration 8F: 3 clusters Score -21319.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -2273367.000000 Penalty: 2404.295654
	Iteration 0F: 2 clusters Score -2273367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2261763.750000 Penalty: 4808.591309
	Iteration 0F: 3 clusters Score -2261764 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2265938.750000 Penalty: 4808.591309
	Iteration 1F: 3 clusters Score -2265939 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2266739.250000 Penalty: 4808.591309
	Iteration 2F: 3 clusters Score -2266739 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2267544.500000 Penalty: 4808.591309
	Iteration 3F: 3 clusters Score -2267544 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2268365.250000 Penalty: 4808.591309
	Iteration 4F: 3 clusters Score -2268365 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2269123.500000 Penalty: 4808.591309
	Iteration 5F: 3 clusters Score -2269124 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2269811.500000 Penalty: 4808.591309
	Iteration 6F: 3 clusters Score -2269812 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2270328.000000 Penalty: 4808.591309
	Iteration 7F: 3 clusters Score -2270328 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2270694.500000 Penalty: 4808.591309
	Iteration 8Q: 3 clusters Score -2270694 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2270925.000000 Penalty: 4808.591309
	Iteration 9Q: 3 clusters Score -2270925 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2271068.500000 Penalty: 4808.591309
	Iteration 10Q: 3 clusters Score -2271068 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2271160.250000 Penalty: 4808.591309
	Iteration 11Q: 3 clusters Score -2271160 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2271250.250000 Penalty: 4808.591309
	Iteration 12Q: 3 clusters Score -2271250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2271312.500000 Penalty: 4808.591309
	Iteration 13Q: 3 clusters Score -2271312 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2271355.250000 Penalty: 4808.591309
	Iteration 14Q: 3 clusters Score -2271355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2271391.500000 Penalty: 4808.591309
	Iteration 15Q: 3 clusters Score -2271392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2271429.500000 Penalty: 4808.591309
	Iteration 16Q: 3 clusters Score -2271430 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2271454.000000 Penalty: 4808.591309
	Iteration 17Q: 3 clusters Score -2271454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2271472.750000 Penalty: 4808.591309
	Iteration 18Q: 3 clusters Score -2271473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2271487.500000 Penalty: 4808.591309
	Iteration 19Q: 3 clusters Score -2271488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2271504.750000 Penalty: 4808.591309
	Iteration 20F: 3 clusters Score -2271505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2271519.000000 Penalty: 4808.591309
	Iteration 21Q: 3 clusters Score -2271519 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2271528.250000 Penalty: 4808.591309
	Iteration 22Q: 3 clusters Score -2271528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2271540.000000 Penalty: 4808.591309
	Iteration 23Q: 3 clusters Score -2271540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2271548.500000 Penalty: 4808.591309
	Iteration 24Q: 3 clusters Score -2271548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2271557.500000 Penalty: 4808.591309
	Iteration 25Q: 3 clusters Score -2271558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2271568.750000 Penalty: 4808.591309
	Iteration 26Q: 3 clusters Score -2271569 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2271584.500000 Penalty: 4808.591309
	Iteration 27Q: 3 clusters Score -2271584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2271599.250000 Penalty: 4808.591309
	Iteration 28Q: 3 clusters Score -2271599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2271609.250000 Penalty: 4808.591309
	Iteration 29Q: 3 clusters Score -2271609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2271605.500000 Penalty: 4808.591309
	Iteration 30Q: 3 clusters Score -2271606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2271618.500000 Penalty: 4808.591309
	Iteration 31Q: 3 clusters Score -2271618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2271621.500000 Penalty: 4808.591309
	Iteration 32Q: 3 clusters Score -2271622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2271628.000000 Penalty: 4808.591309
	Iteration 33Q: 3 clusters Score -2271628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2271634.750000 Penalty: 4808.591309
	Iteration 34Q: 3 clusters Score -2271635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2271628.500000 Penalty: 4808.591309
	Iteration 35Q: 3 clusters Score -2271628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2271631.000000 Penalty: 4808.591309
	Iteration 36Q: 3 clusters Score -2271631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2271639.000000 Penalty: 4808.591309
	Iteration 37Q: 3 clusters Score -2271639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2271636.250000 Penalty: 4808.591309
	Iteration 38Q: 3 clusters Score -2271636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2271637.750000 Penalty: 4808.591309
	Iteration 39Q: 3 clusters Score -2271638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2271638.500000 Penalty: 4808.591309
	Iteration 40F: 3 clusters Score -2271638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2271639.250000 Penalty: 4808.591309
	Iteration 41Q: 3 clusters Score -2271639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2271646.000000 Penalty: 4808.591309
	Iteration 42Q: 3 clusters Score -2271646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2271643.000000 Penalty: 4808.591309
	Iteration 43Q: 3 clusters Score -2271643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2271648.500000 Penalty: 4808.591309
	Iteration 44Q: 3 clusters Score -2271648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2271652.750000 Penalty: 4808.591309
	Iteration 45Q: 3 clusters Score -2271653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2271653.500000 Penalty: 4808.591309
	Iteration 46Q: 3 clusters Score -2271654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2271669.000000 Penalty: 4808.591309
	Iteration 47Q: 3 clusters Score -2271669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2271668.250000 Penalty: 4808.591309
	Iteration 48Q: 3 clusters Score -2271668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2271669.250000 Penalty: 4808.591309
	Iteration 49Q: 3 clusters Score -2271669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2271680.000000 Penalty: 4808.591309
	Iteration 50Q: 3 clusters Score -2271680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2271687.000000 Penalty: 4808.591309
	Iteration 51Q: 3 clusters Score -2271687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2271693.500000 Penalty: 4808.591309
	Iteration 52Q: 3 clusters Score -2271694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2271704.000000 Penalty: 4808.591309
	Iteration 53Q: 3 clusters Score -2271704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2271723.750000 Penalty: 4808.591309
	Iteration 54Q: 3 clusters Score -2271724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2271728.250000 Penalty: 4808.591309
	Iteration 55Q: 3 clusters Score -2271728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2271736.000000 Penalty: 4808.591309
	Iteration 56Q: 3 clusters Score -2271736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2271746.500000 Penalty: 4808.591309
	Iteration 57Q: 3 clusters Score -2271746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2271759.000000 Penalty: 4808.591309
	Iteration 58Q: 3 clusters Score -2271759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2271760.500000 Penalty: 4808.591309
	Iteration 59Q: 3 clusters Score -2271760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2271762.250000 Penalty: 4808.591309
	Iteration 60F: 3 clusters Score -2271762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2271760.250000 Penalty: 4808.591309
	Iteration 61Q: 3 clusters Score -2271760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2271767.000000 Penalty: 4808.591309
	Iteration 62Q: 3 clusters Score -2271767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2271783.250000 Penalty: 4808.591309
	Iteration 63Q: 3 clusters Score -2271783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2271788.000000 Penalty: 4808.591309
	Iteration 64Q: 3 clusters Score -2271788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2271793.000000 Penalty: 4808.591309
	Iteration 65Q: 3 clusters Score -2271793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2271801.500000 Penalty: 4808.591309
	Iteration 66Q: 3 clusters Score -2271802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2271811.750000 Penalty: 4808.591309
	Iteration 67Q: 3 clusters Score -2271812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2271820.000000 Penalty: 4808.591309
	Iteration 68Q: 3 clusters Score -2271820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2271832.750000 Penalty: 4808.591309
	Iteration 69Q: 3 clusters Score -2271833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2271839.500000 Penalty: 4808.591309
	Iteration 70Q: 3 clusters Score -2271840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2271857.500000 Penalty: 4808.591309
	Iteration 71Q: 3 clusters Score -2271858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2271872.250000 Penalty: 4808.591309
	Iteration 72Q: 3 clusters Score -2271872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2271888.500000 Penalty: 4808.591309
	Iteration 73Q: 3 clusters Score -2271888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2271896.000000 Penalty: 4808.591309
	Iteration 74Q: 3 clusters Score -2271896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2271903.750000 Penalty: 4808.591309
	Iteration 75Q: 3 clusters Score -2271904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2271905.750000 Penalty: 4808.591309
	Iteration 76Q: 3 clusters Score -2271906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2271914.000000 Penalty: 4808.591309
	Iteration 77Q: 3 clusters Score -2271914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2271917.250000 Penalty: 4808.591309
	Iteration 78Q: 3 clusters Score -2271917 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2271932.000000 Penalty: 4808.591309
	Iteration 79Q: 3 clusters Score -2271932 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2271947.000000 Penalty: 4808.591309
	Iteration 80F: 3 clusters Score -2271947 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2271960 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2271967.750000 Penalty: 4808.591309
	Iteration 82Q: 3 clusters Score -2271968 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2271978.500000 Penalty: 4808.591309
	Iteration 83Q: 3 clusters Score -2271978 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2271980.500000 Penalty: 4808.591309
	Iteration 84Q: 3 clusters Score -2271980 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2271982.000000 Penalty: 4808.591309
	Iteration 85Q: 3 clusters Score -2271982 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2271990 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2271996.250000 Penalty: 4808.591309
	Iteration 87Q: 3 clusters Score -2271996 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2271999 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2272010.750000 Penalty: 4808.591309
	Iteration 89Q: 3 clusters Score -2272011 nChanged 34
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Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2272014.000000 Penalty: 4808.591309
	Iteration 90Q: 3 clusters Score -2272014 nChanged 37
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Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2272016.500000 Penalty: 4808.591309
	Iteration 91Q: 3 clusters Score -2272016 nChanged 39
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Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2272022.250000 Penalty: 4808.591309
	Iteration 92Q: 3 clusters Score -2272022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2272029.500000 Penalty: 4808.591309
	Iteration 93Q: 3 clusters Score -2272030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2272033.500000 Penalty: 4808.591309
	Iteration 94Q: 3 clusters Score -2272034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2272035.250000 Penalty: 4808.591309
	Iteration 95Q: 3 clusters Score -2272035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2272045.750000 Penalty: 4808.591309
	Iteration 96Q: 3 clusters Score -2272046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2272050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2272065.750000 Penalty: 4808.591309
	Iteration 98Q: 3 clusters Score -2272066 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2272072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2272076.000000 Penalty: 4808.591309
	Iteration 100F: 3 clusters Score -2272076 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2272083.250000 Penalty: 4808.591309
	Iteration 101Q: 3 clusters Score -2272083 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2272084 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2272097.000000 Penalty: 4808.591309
	Iteration 103Q: 3 clusters Score -2272097 nChanged 25
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Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2272101.250000 Penalty: 4808.591309
	Iteration 104Q: 3 clusters Score -2272101 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12468 members 
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Entering Unmasked Estep 
Score: -2272105.750000 Penalty: 4808.591309
	Iteration 105Q: 3 clusters Score -2272106 nChanged 15
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Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2272106 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2272108 nChanged 14
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Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2272112 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12529 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2272112 nChanged 22
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Mstep: Class 1 contains 12549 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2272120 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12570 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2272131 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12591 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2272133 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2272133 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12631 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2272142 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2272145 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12675 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2272155 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2272155 nChanged 25
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Mstep: Class 1 contains 12722 members 
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Entering Unmasked Estep 
Score: -2272159.750000 Penalty: 4808.591309
	Iteration 118Q: 3 clusters Score -2272160 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2272154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2272162.000000 Penalty: 4808.591309
	Iteration 120F: 3 clusters Score -2272162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2272162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2272168.000000 Penalty: 4808.591309
	Iteration 122Q: 3 clusters Score -2272168 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12784 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2272167 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2272168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2272166 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2272168 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2272172.000000 Penalty: 4808.591309
	Iteration 127Q: 3 clusters Score -2272172 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2272173 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12812 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2272175 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12822 members 
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	Iteration 130Q: 3 clusters Score -2272168 nChanged 8
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Mstep: Class 1 contains 12828 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2272172 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12831 members 
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	Iteration 132Q: 3 clusters Score -2272172 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12835 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2272174 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12841 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2272174 nChanged 6
Entering Unmasked Mstep 
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Score: -2272179.000000 Penalty: 4808.591309
	Iteration 135Q: 3 clusters Score -2272179 nChanged 10
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2272170 nChanged 6
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2272167 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2272178 nChanged 5
Entering Unmasked Mstep 
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Score: -2272180.000000 Penalty: 4808.591309
	Iteration 139Q: 3 clusters Score -2272180 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12877 members 
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Entering Unmasked Estep 
Score: -2272185.500000 Penalty: 4808.591309
	Iteration 140F: 3 clusters Score -2272186 nChanged 17
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Mstep: Class 1 contains 12892 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2272185 nChanged 16
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Entering Unmasked Estep 
Score: -2272188.750000 Penalty: 4808.591309
	Iteration 142Q: 3 clusters Score -2272189 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12915 members 
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Entering Unmasked Estep 
Score: -2272193.500000 Penalty: 4808.591309
	Iteration 143Q: 3 clusters Score -2272194 nChanged 11
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	Iteration 144Q: 3 clusters Score -2272191 nChanged 13
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	Iteration 145Q: 3 clusters Score -2272197 nChanged 10
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2272195 nChanged 5
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	Iteration 147Q: 3 clusters Score -2272195 nChanged 5
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	Iteration 148Q: 3 clusters Score -2272197 nChanged 5
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Entering Unmasked Estep 
Score: -2272200.250000 Penalty: 4808.591309
	Iteration 149Q: 3 clusters Score -2272200 nChanged 15
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Mstep: Class 1 contains 12969 members 
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Entering Unmasked Estep 
Score: -2272212.000000 Penalty: 4808.591309
	Iteration 150Q: 3 clusters Score -2272212 nChanged 19
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Entering Unmasked Estep 
Score: -2272213.250000 Penalty: 4808.591309
	Iteration 151Q: 3 clusters Score -2272213 nChanged 25
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	Iteration 152Q: 3 clusters Score -2272213 nChanged 19
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	Iteration 153Q: 3 clusters Score -2272219 nChanged 23
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	Iteration 154Q: 3 clusters Score -2272220 nChanged 27
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Score: -2272231.500000 Penalty: 4808.591309
	Iteration 155Q: 3 clusters Score -2272232 nChanged 23
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	Iteration 156Q: 3 clusters Score -2272237 nChanged 24
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	Iteration 157Q: 3 clusters Score -2272242 nChanged 28
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	Iteration 158Q: 3 clusters Score -2272249 nChanged 29
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	Iteration 159Q: 3 clusters Score -2272252 nChanged 31
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Score: -2272262.250000 Penalty: 4808.591309
	Iteration 160F: 3 clusters Score -2272262 nChanged 31
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	Iteration 161Q: 3 clusters Score -2272270 nChanged 26
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	Iteration 162Q: 3 clusters Score -2272278 nChanged 46
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	Iteration 163Q: 3 clusters Score -2272290 nChanged 52
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	Iteration 164Q: 3 clusters Score -2272307 nChanged 45
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Entering Unmasked Estep 
Score: -2272321.250000 Penalty: 4808.591309
	Iteration 165Q: 3 clusters Score -2272321 nChanged 47
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	Iteration 166Q: 3 clusters Score -2272335 nChanged 41
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	Iteration 167Q: 3 clusters Score -2272350 nChanged 39
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	Iteration 168Q: 3 clusters Score -2272360 nChanged 25
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Entering Unmasked Estep 
Score: -2272375.250000 Penalty: 4808.591309
	Iteration 169Q: 3 clusters Score -2272375 nChanged 21
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	Iteration 170Q: 3 clusters Score -2272376 nChanged 17
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2272372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2272376.000000 Penalty: 4808.591309
	Iteration 172Q: 3 clusters Score -2272376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2272378.750000 Penalty: 4808.591309
	Iteration 173Q: 3 clusters Score -2272379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2272383.750000 Penalty: 4808.591309
	Iteration 174Q: 3 clusters Score -2272384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2272384.000000 Penalty: 4808.591309
	Iteration 175Q: 3 clusters Score -2272384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2272384.000000 Penalty: 4808.591309
	Iteration 176Q: 3 clusters Score -2272384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2272385.000000 Penalty: 4808.591309
	Iteration 177Q: 3 clusters Score -2272385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2272388.750000 Penalty: 4808.591309
	Iteration 178Q: 3 clusters Score -2272389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2272387.500000 Penalty: 4808.591309
	Iteration 179Q: 3 clusters Score -2272388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2272389.750000 Penalty: 4808.591309
	Iteration 180F: 3 clusters Score -2272390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2272391.500000 Penalty: 4808.591309
	Iteration 181Q: 3 clusters Score -2272392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2272392.250000 Penalty: 4808.591309
	Iteration 182Q: 3 clusters Score -2272392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2272395.250000 Penalty: 4808.591309
	Iteration 183Q: 3 clusters Score -2272395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2272393.000000 Penalty: 4808.591309
	Iteration 184Q: 3 clusters Score -2272393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2272397.500000 Penalty: 4808.591309
	Iteration 185Q: 3 clusters Score -2272398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2272398.000000 Penalty: 4808.591309
	Iteration 186Q: 3 clusters Score -2272398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2272398.000000 Penalty: 4808.591309
	Iteration 187Q: 3 clusters Score -2272398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2272399.250000 Penalty: 4808.591309
	Iteration 188Q: 3 clusters Score -2272399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2272399.750000 Penalty: 4808.591309
	Iteration 189Q: 3 clusters Score -2272400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2272399.500000 Penalty: 4808.591309
	Iteration 190Q: 3 clusters Score -2272400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2272398.750000 Penalty: 4808.591309
	Iteration 191Q: 3 clusters Score -2272399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2272402.500000 Penalty: 4808.591309
	Iteration 192Q: 3 clusters Score -2272402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2272396.250000 Penalty: 4808.591309
	Iteration 193Q: 3 clusters Score -2272396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2272402.750000 Penalty: 4808.591309
	Iteration 194Q: 3 clusters Score -2272403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2272407.750000 Penalty: 4808.591309
	Iteration 195Q: 3 clusters Score -2272408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2272405.000000 Penalty: 4808.591309
	Iteration 196Q: 3 clusters Score -2272405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2272409.250000 Penalty: 4808.591309
	Iteration 197Q: 3 clusters Score -2272409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2272406.250000 Penalty: 4808.591309
	Iteration 198Q: 3 clusters Score -2272406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2272403.000000 Penalty: 4808.591309
	Iteration 199Q: 3 clusters Score -2272403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2272405.250000 Penalty: 4808.591309
	Iteration 200F: 3 clusters Score -2272405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2272407.250000 Penalty: 4808.591309
	Iteration 201Q: 3 clusters Score -2272407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2272407.250000 Penalty: 4808.591309
	Iteration 202Q: 3 clusters Score -2272407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2272406.500000 Penalty: 4808.591309
	Iteration 203Q: 3 clusters Score -2272406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2272405.500000 Penalty: 4808.591309
	Iteration 204Q: 3 clusters Score -2272406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2272405.250000 Penalty: 4808.591309
	Iteration 205Q: 3 clusters Score -2272405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2272405.500000 Penalty: 4808.591309
	Iteration 206Q: 3 clusters Score -2272406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2272405.500000 Penalty: 4808.591309
	Iteration 207Q: 3 clusters Score -2272406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2272400.750000 Penalty: 4808.591309
	Iteration 208Q: 3 clusters Score -2272401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2272404.000000 Penalty: 4808.591309
	Iteration 209Q: 3 clusters Score -2272404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2272404.000000 Penalty: 4808.591309
	Iteration 210F: 3 clusters Score -2272404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -2346186.000000 Penalty: 2391.326904
	Iteration 0F: 2 clusters Score -2346186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2335128.500000 Penalty: 4782.653809
	Iteration 0F: 3 clusters Score -2335128 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2338707.500000 Penalty: 4782.653809
	Iteration 1F: 3 clusters Score -2338708 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2339220.750000 Penalty: 4782.653809
	Iteration 2F: 3 clusters Score -2339221 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2339780.000000 Penalty: 4782.653809
	Iteration 3F: 3 clusters Score -2339780 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2340489.500000 Penalty: 4782.653809
	Iteration 4F: 3 clusters Score -2340490 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2341302.500000 Penalty: 4782.653809
	Iteration 5F: 3 clusters Score -2341302 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2342070.750000 Penalty: 4782.653809
	Iteration 6F: 3 clusters Score -2342071 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2342770.250000 Penalty: 4782.653809
	Iteration 7F: 3 clusters Score -2342770 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2343389.500000 Penalty: 4782.653809
	Iteration 8F: 3 clusters Score -2343390 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2343856.500000 Penalty: 4782.653809
	Iteration 9Q: 3 clusters Score -2343856 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2344127.500000 Penalty: 4782.653809
	Iteration 10Q: 3 clusters Score -2344128 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2344261.250000 Penalty: 4782.653809
	Iteration 11Q: 3 clusters Score -2344261 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2344337.750000 Penalty: 4782.653809
	Iteration 12Q: 3 clusters Score -2344338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2344394.500000 Penalty: 4782.653809
	Iteration 13Q: 3 clusters Score -2344394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2344424.000000 Penalty: 4782.653809
	Iteration 14Q: 3 clusters Score -2344424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2344458.750000 Penalty: 4782.653809
	Iteration 15Q: 3 clusters Score -2344459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2344477.250000 Penalty: 4782.653809
	Iteration 16Q: 3 clusters Score -2344477 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2344491.750000 Penalty: 4782.653809
	Iteration 17Q: 3 clusters Score -2344492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2344503.250000 Penalty: 4782.653809
	Iteration 18Q: 3 clusters Score -2344503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2344515.000000 Penalty: 4782.653809
	Iteration 19Q: 3 clusters Score -2344515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2344531.750000 Penalty: 4782.653809
	Iteration 20F: 3 clusters Score -2344532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2344554.000000 Penalty: 4782.653809
	Iteration 21Q: 3 clusters Score -2344554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2344568.000000 Penalty: 4782.653809
	Iteration 22Q: 3 clusters Score -2344568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2344582.500000 Penalty: 4782.653809
	Iteration 23Q: 3 clusters Score -2344582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2344589.750000 Penalty: 4782.653809
	Iteration 24Q: 3 clusters Score -2344590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2344605.500000 Penalty: 4782.653809
	Iteration 25Q: 3 clusters Score -2344606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2344614.750000 Penalty: 4782.653809
	Iteration 26Q: 3 clusters Score -2344615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2344626.000000 Penalty: 4782.653809
	Iteration 27Q: 3 clusters Score -2344626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2344637.750000 Penalty: 4782.653809
	Iteration 28Q: 3 clusters Score -2344638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2344656.750000 Penalty: 4782.653809
	Iteration 29Q: 3 clusters Score -2344657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2344673.500000 Penalty: 4782.653809
	Iteration 30Q: 3 clusters Score -2344674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2344689.500000 Penalty: 4782.653809
	Iteration 31Q: 3 clusters Score -2344690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2344706.500000 Penalty: 4782.653809
	Iteration 32Q: 3 clusters Score -2344706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2344741.250000 Penalty: 4782.653809
	Iteration 33Q: 3 clusters Score -2344741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2344768.500000 Penalty: 4782.653809
	Iteration 34Q: 3 clusters Score -2344768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2344797.000000 Penalty: 4782.653809
	Iteration 35Q: 3 clusters Score -2344797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2344827.500000 Penalty: 4782.653809
	Iteration 36Q: 3 clusters Score -2344828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2344874.750000 Penalty: 4782.653809
	Iteration 37Q: 3 clusters Score -2344875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2344946.750000 Penalty: 4782.653809
	Iteration 38Q: 3 clusters Score -2344947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2345074.750000 Penalty: 4782.653809
	Iteration 39Q: 3 clusters Score -2345075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2345252.500000 Penalty: 4782.653809
	Iteration 40F: 3 clusters Score -2345252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2345348.250000 Penalty: 4782.653809
	Iteration 41Q: 3 clusters Score -2345348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2345387.250000 Penalty: 4782.653809
	Iteration 42Q: 3 clusters Score -2345387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2345406.750000 Penalty: 4782.653809
	Iteration 43Q: 3 clusters Score -2345407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2345411.000000 Penalty: 4782.653809
	Iteration 44Q: 3 clusters Score -2345411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2345416.750000 Penalty: 4782.653809
	Iteration 45Q: 3 clusters Score -2345417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2345418.750000 Penalty: 4782.653809
	Iteration 46Q: 3 clusters Score -2345419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2345423.500000 Penalty: 4782.653809
	Iteration 47Q: 3 clusters Score -2345424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2345423.250000 Penalty: 4782.653809
	Iteration 48Q: 3 clusters Score -2345423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2345426.750000 Penalty: 4782.653809
	Iteration 49Q: 3 clusters Score -2345427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2345428.500000 Penalty: 4782.653809
	Iteration 50Q: 3 clusters Score -2345428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2345428.750000 Penalty: 4782.653809
	Iteration 51Q: 3 clusters Score -2345429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2345430.250000 Penalty: 4782.653809
	Iteration 52Q: 3 clusters Score -2345430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2345430.250000 Penalty: 4782.653809
	Iteration 53F: 3 clusters Score -2345430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -360798.687500 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -360798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -357822.031250 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -357822 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -358583.468750 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -358583.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -358890.031250 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -358890 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -359116.375000 Penalty: 3893.844482
	Iteration 3F: 3 clusters Score -359116.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -359250.187500 Penalty: 3893.844482
	Iteration 4Q: 3 clusters Score -359250.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -359354.437500 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -359354.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -359414.562500 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -359414.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -359457.937500 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -359457.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -359494.750000 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -359494.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -359522.218750 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -359522.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -359542.718750 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -359542.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -359559.875000 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -359559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -359572.062500 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -359572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -359580.843750 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -359580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -359588.968750 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -359589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -359594.875000 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -359594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -359607.500000 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -359607.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -359626.343750 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -359626.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -359645.531250 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -359645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -359661.000000 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -359661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -359673.375000 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -359673.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -359683.187500 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -359683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -359691.562500 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -359691.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -359702.093750 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -359702.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -359711.406250 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -359711.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -359724.218750 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -359724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -359736.937500 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -359736.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359749.000000 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -359749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359764.312500 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -359764.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -359778.406250 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -359778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -359783.937500 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -359783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -359793.281250 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -359793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -359799.718750 Penalty: 3893.844482
	Iteration 32Q: 3 clusters Score -359799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359807.750000 Penalty: 3893.844482
	Iteration 33Q: 3 clusters Score -359807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -359818.718750 Penalty: 3893.844482
	Iteration 34Q: 3 clusters Score -359818.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -359824.843750 Penalty: 3893.844482
	Iteration 35Q: 3 clusters Score -359824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359829.781250 Penalty: 3893.844482
	Iteration 36Q: 3 clusters Score -359829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359832.875000 Penalty: 3893.844482
	Iteration 37Q: 3 clusters Score -359832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -359836.375000 Penalty: 3893.844482
	Iteration 38Q: 3 clusters Score -359836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -359837.968750 Penalty: 3893.844482
	Iteration 39Q: 3 clusters Score -359838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359841.343750 Penalty: 3893.844482
	Iteration 40F: 3 clusters Score -359841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359845.937500 Penalty: 3893.844482
	Iteration 41Q: 3 clusters Score -359845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -359849.187500 Penalty: 3893.844482
	Iteration 42Q: 3 clusters Score -359849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -359850.187500 Penalty: 3893.844482
	Iteration 43Q: 3 clusters Score -359850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -359850.812500 Penalty: 3893.844482
	Iteration 44Q: 3 clusters Score -359850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -359850.812500 Penalty: 3893.844482
	Iteration 45F: 3 clusters Score -359850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Entering Unmasked Estep 
Score: -5519653.000000 Penalty: 2604.882568
	Iteration 0F: 2 clusters Score -5519653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -5494985.000000 Penalty: 5209.765137
	Iteration 0F: 3 clusters Score -5494985 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -5503906.500000 Penalty: 5209.765137
	Iteration 1F: 3 clusters Score -5503906 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5504492.000000 Penalty: 5209.765137
	Iteration 2Q: 3 clusters Score -5504492 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -5505140.500000 Penalty: 5209.765137
	Iteration 3Q: 3 clusters Score -5505140 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5505782.500000 Penalty: 5209.765137
	Iteration 4Q: 3 clusters Score -5505782 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5506484.500000 Penalty: 5209.765137
	Iteration 5Q: 3 clusters Score -5506484 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5507208.000000 Penalty: 5209.765137
	Iteration 6Q: 3 clusters Score -5507208 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5508046.000000 Penalty: 5209.765137
	Iteration 7Q: 3 clusters Score -5508046 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -5508976.500000 Penalty: 5209.765137
	Iteration 8F: 3 clusters Score -5508976 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -5509988.000000 Penalty: 5209.765137
	Iteration 9F: 3 clusters Score -5509988 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5511011.500000 Penalty: 5209.765137
	Iteration 10Q: 3 clusters Score -5511012 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5511946.500000 Penalty: 5209.765137
	Iteration 11Q: 3 clusters Score -5511946 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5512921.500000 Penalty: 5209.765137
	Iteration 12Q: 3 clusters Score -5512922 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5513836.500000 Penalty: 5209.765137
	Iteration 13Q: 3 clusters Score -5513836 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5514576.000000 Penalty: 5209.765137
	Iteration 14Q: 3 clusters Score -5514576 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5515135.000000 Penalty: 5209.765137
	Iteration 15Q: 3 clusters Score -5515135 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5515462.500000 Penalty: 5209.765137
	Iteration 16Q: 3 clusters Score -5515462 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5515706.000000 Penalty: 5209.765137
	Iteration 17Q: 3 clusters Score -5515706 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5515873.500000 Penalty: 5209.765137
	Iteration 18Q: 3 clusters Score -5515874 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5516055.500000 Penalty: 5209.765137
	Iteration 19Q: 3 clusters Score -5516056 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -5516186.000000 Penalty: 5209.765137
	Iteration 20F: 3 clusters Score -5516186 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -5516295.500000 Penalty: 5209.765137
	Iteration 21Q: 3 clusters Score -5516296 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5516426.000000 Penalty: 5209.765137
	Iteration 22Q: 3 clusters Score -5516426 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5516517.000000 Penalty: 5209.765137
	Iteration 23Q: 3 clusters Score -5516517 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5516617.000000 Penalty: 5209.765137
	Iteration 24Q: 3 clusters Score -5516617 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5516698.500000 Penalty: 5209.765137
	Iteration 25Q: 3 clusters Score -5516698 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5516778.000000 Penalty: 5209.765137
	Iteration 26Q: 3 clusters Score -5516778 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5516854.500000 Penalty: 5209.765137
	Iteration 27Q: 3 clusters Score -5516854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5516939.000000 Penalty: 5209.765137
	Iteration 28Q: 3 clusters Score -5516939 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -5517013.500000 Penalty: 5209.765137
	Iteration 29Q: 3 clusters Score -5517014 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5517089.500000 Penalty: 5209.765137
	Iteration 30Q: 3 clusters Score -5517090 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -5517187.000000 Penalty: 5209.765137
	Iteration 31Q: 3 clusters Score -5517187 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -5517242.500000 Penalty: 5209.765137
	Iteration 32Q: 3 clusters Score -5517242 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5517318.000000 Penalty: 5209.765137
	Iteration 33Q: 3 clusters Score -5517318 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5517402.000000 Penalty: 5209.765137
	Iteration 34Q: 3 clusters Score -5517402 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -5517472.000000 Penalty: 5209.765137
	Iteration 35Q: 3 clusters Score -5517472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5517522.000000 Penalty: 5209.765137
	Iteration 36Q: 3 clusters Score -5517522 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5517570.500000 Penalty: 5209.765137
	Iteration 37Q: 3 clusters Score -5517570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5517641.000000 Penalty: 5209.765137
	Iteration 38Q: 3 clusters Score -5517641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5517671.500000 Penalty: 5209.765137
	Iteration 39Q: 3 clusters Score -5517672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5517712.000000 Penalty: 5209.765137
	Iteration 40F: 3 clusters Score -5517712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -5517745.000000 Penalty: 5209.765137
	Iteration 41Q: 3 clusters Score -5517745 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5517777.500000 Penalty: 5209.765137
	Iteration 42Q: 3 clusters Score -5517778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5517803.000000 Penalty: 5209.765137
	Iteration 43Q: 3 clusters Score -5517803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5517813.500000 Penalty: 5209.765137
	Iteration 44Q: 3 clusters Score -5517814 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -5517843.500000 Penalty: 5209.765137
	Iteration 45Q: 3 clusters Score -5517844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5517872.500000 Penalty: 5209.765137
	Iteration 46Q: 3 clusters Score -5517872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5517883.500000 Penalty: 5209.765137
	Iteration 47Q: 3 clusters Score -5517884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5517911.500000 Penalty: 5209.765137
	Iteration 48Q: 3 clusters Score -5517912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5517930.500000 Penalty: 5209.765137
	Iteration 49Q: 3 clusters Score -5517930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -5517952.500000 Penalty: 5209.765137
	Iteration 50Q: 3 clusters Score -5517952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -5517963.500000 Penalty: 5209.765137
	Iteration 51Q: 3 clusters Score -5517964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -5517960.000000 Penalty: 5209.765137
	Iteration 52Q: 3 clusters Score -5517960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5517960.000000 Penalty: 5209.765137
	Iteration 53Q: 3 clusters Score -5517960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5517953.500000 Penalty: 5209.765137
	Iteration 54Q: 3 clusters Score -5517954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -5517966.500000 Penalty: 5209.765137
	Iteration 55Q: 3 clusters Score -5517966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5517976.000000 Penalty: 5209.765137
	Iteration 56Q: 3 clusters Score -5517976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -5517996.000000 Penalty: 5209.765137
	Iteration 57Q: 3 clusters Score -5517996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5518021.000000 Penalty: 5209.765137
	Iteration 58Q: 3 clusters Score -5518021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5518045.500000 Penalty: 5209.765137
	Iteration 59Q: 3 clusters Score -5518046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -5518046.000000 Penalty: 5209.765137
	Iteration 60F: 3 clusters Score -5518046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5518042.000000 Penalty: 5209.765137
	Iteration 61Q: 3 clusters Score -5518042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5518042.500000 Penalty: 5209.765137
	Iteration 62Q: 3 clusters Score -5518042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5518040.500000 Penalty: 5209.765137
	Iteration 63Q: 3 clusters Score -5518040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -5518048.500000 Penalty: 5209.765137
	Iteration 64Q: 3 clusters Score -5518048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -5518053.000000 Penalty: 5209.765137
	Iteration 65Q: 3 clusters Score -5518053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5518071.000000 Penalty: 5209.765137
	Iteration 66Q: 3 clusters Score -5518071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -5518071.500000 Penalty: 5209.765137
	Iteration 67Q: 3 clusters Score -5518072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -5518066.500000 Penalty: 5209.765137
	Iteration 68Q: 3 clusters Score -5518066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -5518075.000000 Penalty: 5209.765137
	Iteration 69Q: 3 clusters Score -5518075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5518075.000000 Penalty: 5209.765137
	Iteration 70Q: 3 clusters Score -5518075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5518071.500000 Penalty: 5209.765137
	Iteration 71Q: 3 clusters Score -5518072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5518080.000000 Penalty: 5209.765137
	Iteration 72Q: 3 clusters Score -5518080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -5518089.000000 Penalty: 5209.765137
	Iteration 73Q: 3 clusters Score -5518089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5518097.500000 Penalty: 5209.765137
	Iteration 74Q: 3 clusters Score -5518098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -5518098.000000 Penalty: 5209.765137
	Iteration 75Q: 3 clusters Score -5518098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5518099.500000 Penalty: 5209.765137
	Iteration 76Q: 3 clusters Score -5518100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5518103.500000 Penalty: 5209.765137
	Iteration 77Q: 3 clusters Score -5518104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -5518109.500000 Penalty: 5209.765137
	Iteration 78Q: 3 clusters Score -5518110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5518118.000000 Penalty: 5209.765137
	Iteration 79Q: 3 clusters Score -5518118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5518111.500000 Penalty: 5209.765137
	Iteration 80F: 3 clusters Score -5518112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -5518107.500000 Penalty: 5209.765137
	Iteration 81Q: 3 clusters Score -5518108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5518111.500000 Penalty: 5209.765137
	Iteration 82Q: 3 clusters Score -5518112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5518107.500000 Penalty: 5209.765137
	Iteration 83Q: 3 clusters Score -5518108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5518106.500000 Penalty: 5209.765137
	Iteration 84Q: 3 clusters Score -5518106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5518112.000000 Penalty: 5209.765137
	Iteration 85Q: 3 clusters Score -5518112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -5518107.500000 Penalty: 5209.765137
	Iteration 86Q: 3 clusters Score -5518108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5518105.000000 Penalty: 5209.765137
	Iteration 87Q: 3 clusters Score -5518105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -5518105.000000 Penalty: 5209.765137
	Iteration 88Q: 3 clusters Score -5518105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5518104.000000 Penalty: 5209.765137
	Iteration 89Q: 3 clusters Score -5518104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -5518110.500000 Penalty: 5209.765137
	Iteration 90Q: 3 clusters Score -5518110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -5518109.500000 Penalty: 5209.765137
	Iteration 91Q: 3 clusters Score -5518110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -5518101.000000 Penalty: 5209.765137
	Iteration 92Q: 3 clusters Score -5518101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -5518103.500000 Penalty: 5209.765137
	Iteration 93Q: 3 clusters Score -5518104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5518103.000000 Penalty: 5209.765137
	Iteration 94Q: 3 clusters Score -5518103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5518100.500000 Penalty: 5209.765137
	Iteration 95Q: 3 clusters Score -5518100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5518098.000000 Penalty: 5209.765137
	Iteration 96Q: 3 clusters Score -5518098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5518097.500000 Penalty: 5209.765137
	Iteration 97Q: 3 clusters Score -5518098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5518103.500000 Penalty: 5209.765137
	Iteration 98Q: 3 clusters Score -5518104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5518103.500000 Penalty: 5209.765137
	Iteration 99F: 3 clusters Score -5518104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15471.941406 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15471.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15515.069336 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15515.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15525.378906 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15525.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15544.016602 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15544.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15596.425781 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15596.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15613.388672 Penalty: 2443.917969
	Iteration 5Q: 3 clusters Score -15613.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15613.388672 Penalty: 2443.917969
	Iteration 6F: 3 clusters Score -15613.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 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 348 members 
Entering Unmasked Estep 
Score: -90041.046875 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90041.05 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90333.664062 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90333.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90418.265625 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -90418.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90471.593750 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -90471.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90501.523438 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90501.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90518.625000 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90518.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90533.914062 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -90533.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90538.539062 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -90538.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90552.828125 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -90552.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90571.992188 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -90571.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90591.531250 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -90591.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90599.867188 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -90599.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90602.390625 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -90602.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -90602.390625 Penalty: 3240.759277
	Iteration 13F: 3 clusters Score -90602.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -417672.562500 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -417672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -414555.156250 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -414555.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -415164.218750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -415164.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -415304.343750 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -415304.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -415382.406250 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -415382.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -415438.937500 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -415438.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -415477.656250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -415477.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -415516.937500 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -415516.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -415563.500000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -415563.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -415592.000000 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -415592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -415620.000000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -415620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -415660.656250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -415660.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -415700.218750 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -415700.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -415742.937500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -415742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -415775.000000 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -415775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -415803.625000 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -415803.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -415814.625000 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -415814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -415825.656250 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -415825.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -415837.781250 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -415837.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -415847.031250 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -415847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -415854.218750 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -415854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -415859.406250 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -415859.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -415861.593750 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -415861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -415863.656250 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -415863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -415864.843750 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -415864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -415865.750000 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -415865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -415865.750000 Penalty: 3937.468994
	Iteration 25F: 3 clusters Score -415865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -2219756.250000 Penalty: 2381.323730
	Iteration 0F: 2 clusters Score -2219756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2209020.500000 Penalty: 4762.647461
	Iteration 0F: 3 clusters Score -2209020 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2212519.500000 Penalty: 4762.647461
	Iteration 1F: 3 clusters Score -2212520 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2212871.750000 Penalty: 4762.647461
	Iteration 2F: 3 clusters Score -2212872 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2213141.750000 Penalty: 4762.647461
	Iteration 3Q: 3 clusters Score -2213142 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2213482.000000 Penalty: 4762.647461
	Iteration 4Q: 3 clusters Score -2213482 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2214103.000000 Penalty: 4762.647461
	Iteration 5Q: 3 clusters Score -2214103 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2214799.750000 Penalty: 4762.647461
	Iteration 6F: 3 clusters Score -2214800 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2215429.250000 Penalty: 4762.647461
	Iteration 7F: 3 clusters Score -2215429 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2216016.250000 Penalty: 4762.647461
	Iteration 8F: 3 clusters Score -2216016 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2216538.500000 Penalty: 4762.647461
	Iteration 9F: 3 clusters Score -2216538 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2216995.000000 Penalty: 4762.647461
	Iteration 10F: 3 clusters Score -2216995 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2217395.750000 Penalty: 4762.647461
	Iteration 11Q: 3 clusters Score -2217396 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2217723.500000 Penalty: 4762.647461
	Iteration 12Q: 3 clusters Score -2217724 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2217943.750000 Penalty: 4762.647461
	Iteration 13Q: 3 clusters Score -2217944 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2218100.000000 Penalty: 4762.647461
	Iteration 14Q: 3 clusters Score -2218100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2218228.500000 Penalty: 4762.647461
	Iteration 15Q: 3 clusters Score -2218228 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2218308.500000 Penalty: 4762.647461
	Iteration 16Q: 3 clusters Score -2218308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2218368.500000 Penalty: 4762.647461
	Iteration 17Q: 3 clusters Score -2218368 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2218425.750000 Penalty: 4762.647461
	Iteration 18Q: 3 clusters Score -2218426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2218473.750000 Penalty: 4762.647461
	Iteration 19Q: 3 clusters Score -2218474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2218528.750000 Penalty: 4762.647461
	Iteration 20F: 3 clusters Score -2218529 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2218578.000000 Penalty: 4762.647461
	Iteration 21Q: 3 clusters Score -2218578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2218616.500000 Penalty: 4762.647461
	Iteration 22Q: 3 clusters Score -2218616 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2218651.500000 Penalty: 4762.647461
	Iteration 23Q: 3 clusters Score -2218652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2218685.750000 Penalty: 4762.647461
	Iteration 24Q: 3 clusters Score -2218686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2218710.750000 Penalty: 4762.647461
	Iteration 25Q: 3 clusters Score -2218711 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2218736.250000 Penalty: 4762.647461
	Iteration 26Q: 3 clusters Score -2218736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2218753.500000 Penalty: 4762.647461
	Iteration 27Q: 3 clusters Score -2218754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2218781.750000 Penalty: 4762.647461
	Iteration 28Q: 3 clusters Score -2218782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2218803.000000 Penalty: 4762.647461
	Iteration 29Q: 3 clusters Score -2218803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2218829.000000 Penalty: 4762.647461
	Iteration 30Q: 3 clusters Score -2218829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2218842.000000 Penalty: 4762.647461
	Iteration 31Q: 3 clusters Score -2218842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2218867.000000 Penalty: 4762.647461
	Iteration 32Q: 3 clusters Score -2218867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2218899.000000 Penalty: 4762.647461
	Iteration 33Q: 3 clusters Score -2218899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2218907.250000 Penalty: 4762.647461
	Iteration 34Q: 3 clusters Score -2218907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2218928.250000 Penalty: 4762.647461
	Iteration 35Q: 3 clusters Score -2218928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2218941.250000 Penalty: 4762.647461
	Iteration 36Q: 3 clusters Score -2218941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2218957.250000 Penalty: 4762.647461
	Iteration 37Q: 3 clusters Score -2218957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2218967.000000 Penalty: 4762.647461
	Iteration 38Q: 3 clusters Score -2218967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2218969.000000 Penalty: 4762.647461
	Iteration 39Q: 3 clusters Score -2218969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2218971.500000 Penalty: 4762.647461
	Iteration 40F: 3 clusters Score -2218972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2218984.500000 Penalty: 4762.647461
	Iteration 41Q: 3 clusters Score -2218984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2218985.000000 Penalty: 4762.647461
	Iteration 42Q: 3 clusters Score -2218985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2218985.500000 Penalty: 4762.647461
	Iteration 43Q: 3 clusters Score -2218986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2218992.250000 Penalty: 4762.647461
	Iteration 44Q: 3 clusters Score -2218992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2218986.750000 Penalty: 4762.647461
	Iteration 45Q: 3 clusters Score -2218987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2218994.000000 Penalty: 4762.647461
	Iteration 46Q: 3 clusters Score -2218994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2218998.250000 Penalty: 4762.647461
	Iteration 47Q: 3 clusters Score -2218998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2218998.250000 Penalty: 4762.647461
	Iteration 48Q: 3 clusters Score -2218998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2219005.000000 Penalty: 4762.647461
	Iteration 49Q: 3 clusters Score -2219005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2219014.000000 Penalty: 4762.647461
	Iteration 50Q: 3 clusters Score -2219014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2219016.500000 Penalty: 4762.647461
	Iteration 51Q: 3 clusters Score -2219016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2219023.500000 Penalty: 4762.647461
	Iteration 52Q: 3 clusters Score -2219024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2219030.000000 Penalty: 4762.647461
	Iteration 53Q: 3 clusters Score -2219030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2219036.000000 Penalty: 4762.647461
	Iteration 54Q: 3 clusters Score -2219036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2219040.250000 Penalty: 4762.647461
	Iteration 55Q: 3 clusters Score -2219040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2219044.750000 Penalty: 4762.647461
	Iteration 56Q: 3 clusters Score -2219045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2219049.500000 Penalty: 4762.647461
	Iteration 57Q: 3 clusters Score -2219050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2219056.500000 Penalty: 4762.647461
	Iteration 58Q: 3 clusters Score -2219056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2219065.500000 Penalty: 4762.647461
	Iteration 59Q: 3 clusters Score -2219066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2219068.750000 Penalty: 4762.647461
	Iteration 60F: 3 clusters Score -2219069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2219083.000000 Penalty: 4762.647461
	Iteration 61Q: 3 clusters Score -2219083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2219121.250000 Penalty: 4762.647461
	Iteration 62Q: 3 clusters Score -2219121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2219147.250000 Penalty: 4762.647461
	Iteration 63Q: 3 clusters Score -2219147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2219169.250000 Penalty: 4762.647461
	Iteration 64Q: 3 clusters Score -2219169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2219172.750000 Penalty: 4762.647461
	Iteration 65Q: 3 clusters Score -2219173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2219169.500000 Penalty: 4762.647461
	Iteration 66Q: 3 clusters Score -2219170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2219176.750000 Penalty: 4762.647461
	Iteration 67Q: 3 clusters Score -2219177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2219180.000000 Penalty: 4762.647461
	Iteration 68Q: 3 clusters Score -2219180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2219181.250000 Penalty: 4762.647461
	Iteration 69Q: 3 clusters Score -2219181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2219181.000000 Penalty: 4762.647461
	Iteration 70Q: 3 clusters Score -2219181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2219179.000000 Penalty: 4762.647461
	Iteration 71Q: 3 clusters Score -2219179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2219179.000000 Penalty: 4762.647461
	Iteration 72F: 3 clusters Score -2219179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -510864.187500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -510864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -507330.125000 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -507330.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -508049.437500 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -508049.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -508218.625000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -508218.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -508333.718750 Penalty: 4033.531006
	Iteration 3Q: 3 clusters Score -508333.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -508459.218750 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -508459.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -508619.250000 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -508619.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -508766.781250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -508766.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -508885.937500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -508885.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -508985.000000 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -508985 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -509080.125000 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -509080.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -509173.906250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -509173.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -509238.593750 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -509238.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -509298.250000 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -509298.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -509349.031250 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -509349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -509394.312500 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -509394.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -509426.281250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -509426.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -509454.750000 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -509454.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -509483.812500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -509483.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -509512.343750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -509512.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -509533.593750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -509533.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -509546.906250 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -509546.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -509560.687500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -509560.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -509573.781250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -509573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -509583.843750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -509583.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -509602.562500 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -509602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -509612.343750 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -509612.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -509619.718750 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -509619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -509632.531250 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -509632.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -509642.937500 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -509642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -509657.718750 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -509657.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -509674.031250 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -509674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -509691.750000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -509691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -509703.437500 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -509703.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -509722.875000 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -509722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -509748.437500 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -509748.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -509770.250000 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -509770.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -509797.531250 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -509797.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -509824.156250 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -509824.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -509842.812500 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -509842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -509855.406250 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -509855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -509864.937500 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -509864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -509876.843750 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -509876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -509883.593750 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -509883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -509885.937500 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -509885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -509889.062500 Penalty: 4033.531006
	Iteration 44Q: 3 clusters Score -509889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -509891.625000 Penalty: 4033.531006
	Iteration 45Q: 3 clusters Score -509891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -509896.437500 Penalty: 4033.531006
	Iteration 46Q: 3 clusters Score -509896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -509897.500000 Penalty: 4033.531006
	Iteration 47Q: 3 clusters Score -509897.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -509897.500000 Penalty: 4033.531006
	Iteration 48F: 3 clusters Score -509897.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -359979.625000 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -359979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -357143.437500 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -357143.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -357758.281250 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -357758.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358077.656250 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -358077.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -358428.500000 Penalty: 3851.932617
	Iteration 3F: 3 clusters Score -358428.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -358687.906250 Penalty: 3851.932617
	Iteration 4F: 3 clusters Score -358687.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -358867.656250 Penalty: 3851.932617
	Iteration 5F: 3 clusters Score -358867.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -358993.968750 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -358994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -359058.093750 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -359058.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -359121.281250 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -359121.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -359177.906250 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -359177.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -359204.781250 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -359204.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -359222.718750 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -359222.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -359233.968750 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -359234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -359243.031250 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -359243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -359253.250000 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -359253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359259.093750 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -359259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -359264.156250 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -359264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -359268.968750 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -359269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -359270.781250 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -359270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -359271.937500 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -359271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -359273.343750 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -359273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -449024.531250 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -449024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -445538.750000 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -445538.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -446394.468750 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -446394.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -446829.906250 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -446829.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -447305.125000 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -447305.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -447738.843750 Penalty: 4033.385010
	Iteration 4F: 3 clusters Score -447738.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -448044.593750 Penalty: 4033.385010
	Iteration 5F: 3 clusters Score -448044.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -448234.750000 Penalty: 4033.385010
	Iteration 6F: 3 clusters Score -448234.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -448344.843750 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -448344.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -448420.437500 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -448420.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -448469.031250 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -448469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -448499.781250 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -448499.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -448512.906250 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -448512.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -448526.500000 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -448526.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -448535.656250 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -448535.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -448541.718750 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -448541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -448543.500000 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -448543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -448544.500000 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -448544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -448545.625000 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -448545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -448545.812500 Penalty: 4033.385010
	Iteration 18Q: 3 clusters Score -448545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -448547.625000 Penalty: 4033.385010
	Iteration 19Q: 3 clusters Score -448547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -448548.937500 Penalty: 4033.385010
	Iteration 20F: 3 clusters Score -448548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -189365.859375 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -189365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187219.796875 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -187219.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -187675.156250 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -187675.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187874.296875 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -187874.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188010.218750 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -188010.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -188143.828125 Penalty: 3584.199707
	Iteration 4Q: 3 clusters Score -188143.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188342.468750 Penalty: 3584.199707
	Iteration 5F: 3 clusters Score -188342.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -188531.984375 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -188532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -188688.234375 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -188688.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188824.859375 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -188824.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -188912.781250 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -188912.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188970.171875 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -188970.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -189013.796875 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -189013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -189026.796875 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -189026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -189032.703125 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -189032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -189034.296875 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -189034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -189034.296875 Penalty: 3584.199707
	Iteration 15F: 3 clusters Score -189034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -647141.125000 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -647141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -642976.562500 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -642976.6 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -643909.562500 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -643909.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -644088.375000 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -644088.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -644204.250000 Penalty: 4167.840820
	Iteration 3Q: 3 clusters Score -644204.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -644292.375000 Penalty: 4167.840820
	Iteration 4Q: 3 clusters Score -644292.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -644352.625000 Penalty: 4167.840820
	Iteration 5Q: 3 clusters Score -644352.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -644393.000000 Penalty: 4167.840820
	Iteration 6Q: 3 clusters Score -644393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -644417.375000 Penalty: 4167.840820
	Iteration 7Q: 3 clusters Score -644417.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -644445.187500 Penalty: 4167.840820
	Iteration 8Q: 3 clusters Score -644445.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -644470.375000 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -644470.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -644495.312500 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -644495.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -644515.312500 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -644515.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -644533.875000 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -644533.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -644552.937500 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -644552.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -644567.812500 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -644567.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -644583.812500 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -644583.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -644596.750000 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -644596.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -644615.312500 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -644615.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -644633.500000 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -644633.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -644651.687500 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -644651.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -644667.500000 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -644667.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -644689.250000 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -644689.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -644712.625000 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -644712.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -644742.187500 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -644742.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -644774.312500 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -644774.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -644805.250000 Penalty: 4167.840820
	Iteration 25Q: 3 clusters Score -644805.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -644835.187500 Penalty: 4167.840820
	Iteration 26Q: 3 clusters Score -644835.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -644864.875000 Penalty: 4167.840820
	Iteration 27Q: 3 clusters Score -644864.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -644895.437500 Penalty: 4167.840820
	Iteration 28Q: 3 clusters Score -644895.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -644932.750000 Penalty: 4167.840820
	Iteration 29Q: 3 clusters Score -644932.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -644968.625000 Penalty: 4167.840820
	Iteration 30Q: 3 clusters Score -644968.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -644988.000000 Penalty: 4167.840820
	Iteration 31Q: 3 clusters Score -644988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -645005.562500 Penalty: 4167.840820
	Iteration 32Q: 3 clusters Score -645005.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -645029.812500 Penalty: 4167.840820
	Iteration 33Q: 3 clusters Score -645029.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -645054.437500 Penalty: 4167.840820
	Iteration 34Q: 3 clusters Score -645054.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -645085.625000 Penalty: 4167.840820
	Iteration 35Q: 3 clusters Score -645085.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -645115.312500 Penalty: 4167.840820
	Iteration 36Q: 3 clusters Score -645115.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -645150.250000 Penalty: 4167.840820
	Iteration 37Q: 3 clusters Score -645150.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -645188.125000 Penalty: 4167.840820
	Iteration 38Q: 3 clusters Score -645188.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -645231.750000 Penalty: 4167.840820
	Iteration 39Q: 3 clusters Score -645231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -645272.937500 Penalty: 4167.840820
	Iteration 40F: 3 clusters Score -645272.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -645313.750000 Penalty: 4167.840820
	Iteration 41Q: 3 clusters Score -645313.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -645353.500000 Penalty: 4167.840820
	Iteration 42Q: 3 clusters Score -645353.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -645380.750000 Penalty: 4167.840820
	Iteration 43Q: 3 clusters Score -645380.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -645409.375000 Penalty: 4167.840820
	Iteration 44Q: 3 clusters Score -645409.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -645428.750000 Penalty: 4167.840820
	Iteration 45Q: 3 clusters Score -645428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -645441.500000 Penalty: 4167.840820
	Iteration 46Q: 3 clusters Score -645441.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -645457.937500 Penalty: 4167.840820
	Iteration 47Q: 3 clusters Score -645457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -645465.687500 Penalty: 4167.840820
	Iteration 48Q: 3 clusters Score -645465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -645474.437500 Penalty: 4167.840820
	Iteration 49Q: 3 clusters Score -645474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -645487.875000 Penalty: 4167.840820
	Iteration 50Q: 3 clusters Score -645487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -645494.625000 Penalty: 4167.840820
	Iteration 51Q: 3 clusters Score -645494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -645505.625000 Penalty: 4167.840820
	Iteration 52Q: 3 clusters Score -645505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -645513.125000 Penalty: 4167.840820
	Iteration 53Q: 3 clusters Score -645513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -645520.000000 Penalty: 4167.840820
	Iteration 54Q: 3 clusters Score -645520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -645526.312500 Penalty: 4167.840820
	Iteration 55Q: 3 clusters Score -645526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -645528.125000 Penalty: 4167.840820
	Iteration 56Q: 3 clusters Score -645528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -645530.000000 Penalty: 4167.840820
	Iteration 57Q: 3 clusters Score -645530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -645533.187500 Penalty: 4167.840820
	Iteration 58Q: 3 clusters Score -645533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -645534.312500 Penalty: 4167.840820
	Iteration 59Q: 3 clusters Score -645534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -645535.187500 Penalty: 4167.840820
	Iteration 60F: 3 clusters Score -645535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -645536.875000 Penalty: 4167.840820
	Iteration 61Q: 3 clusters Score -645536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -645539.250000 Penalty: 4167.840820
	Iteration 62Q: 3 clusters Score -645539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -645543.125000 Penalty: 4167.840820
	Iteration 63Q: 3 clusters Score -645543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -645545.187500 Penalty: 4167.840820
	Iteration 64Q: 3 clusters Score -645545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -645545.812500 Penalty: 4167.840820
	Iteration 65Q: 3 clusters Score -645545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -645548.375000 Penalty: 4167.840820
	Iteration 66Q: 3 clusters Score -645548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -645548.375000 Penalty: 4167.840820
	Iteration 67F: 3 clusters Score -645548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93036.078125 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93036.08 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 341 members 
Entering Unmasked Estep 
Score: -91515.843750 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91515.84 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92022.359375 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -92022.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92170.664062 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -92170.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92215.281250 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -92215.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92257.671875 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -92257.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92271.734375 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92271.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92282.890625 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92282.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -92309.835938 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92309.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -92319.515625 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92319.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92323.445312 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92323.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92326.257812 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92326.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92327.929688 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -92327.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92331.265625 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -92331.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92337.484375 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -92337.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92353.523438 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -92353.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92358.109375 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -92358.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -92358.109375 Penalty: 3265.371094
	Iteration 16F: 3 clusters Score -92358.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (90254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Entering Unmasked Estep 
Score: -13917755.000000 Penalty: 2829.775146
	Iteration 0F: 2 clusters Score -1.391776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -13857587.000000 Penalty: 5659.550293
	Iteration 0F: 3 clusters Score -1.385759e+07 nChanged 42647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -13881953.000000 Penalty: 5659.550293
	Iteration 1F: 3 clusters Score -1.388195e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -13882687.000000 Penalty: 5659.550293
	Iteration 2Q: 3 clusters Score -1.388269e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -13883587.000000 Penalty: 5659.550293
	Iteration 3Q: 3 clusters Score -1.388359e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -13884436.000000 Penalty: 5659.550293
	Iteration 4Q: 3 clusters Score -1.388444e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -13885628.000000 Penalty: 5659.550293
	Iteration 5Q: 3 clusters Score -1.388563e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -13887026.000000 Penalty: 5659.550293
	Iteration 6Q: 3 clusters Score -1.388703e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -13888865.000000 Penalty: 5659.550293
	Iteration 7Q: 3 clusters Score -1.388886e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -13891383.000000 Penalty: 5659.550293
	Iteration 8F: 3 clusters Score -1.389138e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -13894618.000000 Penalty: 5659.550293
	Iteration 9F: 3 clusters Score -1.389462e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -13898440.000000 Penalty: 5659.550293
	Iteration 10F: 3 clusters Score -1.389844e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -13902003.000000 Penalty: 5659.550293
	Iteration 11F: 3 clusters Score -1.3902e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -13904806.000000 Penalty: 5659.550293
	Iteration 12Q: 3 clusters Score -1.390481e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -13906741.000000 Penalty: 5659.550293
	Iteration 13Q: 3 clusters Score -1.390674e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -13908169.000000 Penalty: 5659.550293
	Iteration 14Q: 3 clusters Score -1.390817e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -13909208.000000 Penalty: 5659.550293
	Iteration 15Q: 3 clusters Score -1.390921e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -13910051.000000 Penalty: 5659.550293
	Iteration 16Q: 3 clusters Score -1.391005e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -13910681.000000 Penalty: 5659.550293
	Iteration 17Q: 3 clusters Score -1.391068e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -13911334.000000 Penalty: 5659.550293
	Iteration 18Q: 3 clusters Score -1.391133e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -13911874.000000 Penalty: 5659.550293
	Iteration 19Q: 3 clusters Score -1.391187e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -13912410.000000 Penalty: 5659.550293
	Iteration 20F: 3 clusters Score -1.391241e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -13912937.000000 Penalty: 5659.550293
	Iteration 21Q: 3 clusters Score -1.391294e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -13913495.000000 Penalty: 5659.550293
	Iteration 22Q: 3 clusters Score -1.39135e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13913944.000000 Penalty: 5659.550293
	Iteration 23Q: 3 clusters Score -1.391394e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -13914323.000000 Penalty: 5659.550293
	Iteration 24Q: 3 clusters Score -1.391432e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -13914598.000000 Penalty: 5659.550293
	Iteration 25Q: 3 clusters Score -1.39146e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -13914841.000000 Penalty: 5659.550293
	Iteration 26Q: 3 clusters Score -1.391484e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13915024.000000 Penalty: 5659.550293
	Iteration 27Q: 3 clusters Score -1.391502e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -13915114.000000 Penalty: 5659.550293
	Iteration 28Q: 3 clusters Score -1.391511e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -13915206.000000 Penalty: 5659.550293
	Iteration 29Q: 3 clusters Score -1.391521e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -13915268.000000 Penalty: 5659.550293
	Iteration 30Q: 3 clusters Score -1.391527e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -13915291.000000 Penalty: 5659.550293
	Iteration 31Q: 3 clusters Score -1.391529e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13915331.000000 Penalty: 5659.550293
	Iteration 32Q: 3 clusters Score -1.391533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13915350.000000 Penalty: 5659.550293
	Iteration 33Q: 3 clusters Score -1.391535e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13915356.000000 Penalty: 5659.550293
	Iteration 34Q: 3 clusters Score -1.391536e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13915386.000000 Penalty: 5659.550293
	Iteration 35Q: 3 clusters Score -1.391539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13915401.000000 Penalty: 5659.550293
	Iteration 36Q: 3 clusters Score -1.39154e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13915399.000000 Penalty: 5659.550293
	Iteration 37Q: 3 clusters Score -1.39154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -13915419.000000 Penalty: 5659.550293
	Iteration 38Q: 3 clusters Score -1.391542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13915448.000000 Penalty: 5659.550293
	Iteration 39Q: 3 clusters Score -1.391545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13915459.000000 Penalty: 5659.550293
	Iteration 40F: 3 clusters Score -1.391546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13915471.000000 Penalty: 5659.550293
	Iteration 41Q: 3 clusters Score -1.391547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13915469.000000 Penalty: 5659.550293
	Iteration 42Q: 3 clusters Score -1.391547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -13915487.000000 Penalty: 5659.550293
	Iteration 43Q: 3 clusters Score -1.391549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13915490.000000 Penalty: 5659.550293
	Iteration 44Q: 3 clusters Score -1.391549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13915493.000000 Penalty: 5659.550293
	Iteration 45Q: 3 clusters Score -1.391549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13915492.000000 Penalty: 5659.550293
	Iteration 46Q: 3 clusters Score -1.391549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13915507.000000 Penalty: 5659.550293
	Iteration 47Q: 3 clusters Score -1.391551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13915495.000000 Penalty: 5659.550293
	Iteration 48Q: 3 clusters Score -1.39155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13915494.000000 Penalty: 5659.550293
	Iteration 49Q: 3 clusters Score -1.391549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13915510.000000 Penalty: 5659.550293
	Iteration 50Q: 3 clusters Score -1.391551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13915508.000000 Penalty: 5659.550293
	Iteration 51Q: 3 clusters Score -1.391551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -13915511.000000 Penalty: 5659.550293
	Iteration 52Q: 3 clusters Score -1.391551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13915515.000000 Penalty: 5659.550293
	Iteration 53Q: 3 clusters Score -1.391552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13915514.000000 Penalty: 5659.550293
	Iteration 54Q: 3 clusters Score -1.391551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89100 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13915514.000000 Penalty: 5659.550293
	Iteration 55F: 3 clusters Score -1.391551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -95314.937500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -95314.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93575.789062 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -93575.79 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -93941.937500 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -93941.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -94177.625000 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -94177.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94357.125000 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -94357.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -94577.828125 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -94577.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94709.601562 Penalty: 3332.630615
	Iteration 5F: 3 clusters Score -94709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -94765.359375 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -94765.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94798.734375 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -94798.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94823.382812 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -94823.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94832.945312 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -94832.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -94832.945312 Penalty: 3332.630615
	Iteration 10F: 3 clusters Score -94832.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24616.318359 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24616.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24789.960938 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24789.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24883.662109 Penalty: 2647.418945
	Iteration 2F: 3 clusters Score -24883.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24912.152344 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24912.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24915.292969 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -24915.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24927.261719 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -24927.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24931.019531 Penalty: 2647.418945
	Iteration 6Q: 3 clusters Score -24931.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24931.019531 Penalty: 2647.418945
	Iteration 7F: 3 clusters Score -24931.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -381291.093750 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -381291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -378301.218750 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -378301.2 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -378890.156250 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -378890.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -379039.656250 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -379039.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -379125.093750 Penalty: 3901.323730
	Iteration 3Q: 3 clusters Score -379125.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -379208.843750 Penalty: 3901.323730
	Iteration 4Q: 3 clusters Score -379208.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -379272.281250 Penalty: 3901.323730
	Iteration 5Q: 3 clusters Score -379272.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -379324.656250 Penalty: 3901.323730
	Iteration 6Q: 3 clusters Score -379324.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -379357.781250 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -379357.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -379376.593750 Penalty: 3901.323730
	Iteration 8Q: 3 clusters Score -379376.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -379392.687500 Penalty: 3901.323730
	Iteration 9Q: 3 clusters Score -379392.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -379403.718750 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -379403.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -379413.218750 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -379413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -379423.875000 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -379423.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -379430.468750 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -379430.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -379435.593750 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -379435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -379440.312500 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -379440.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -379442.718750 Penalty: 3901.323730
	Iteration 16Q: 3 clusters Score -379442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -379444.968750 Penalty: 3901.323730
	Iteration 17Q: 3 clusters Score -379445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379447.281250 Penalty: 3901.323730
	Iteration 18Q: 3 clusters Score -379447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -379451.031250 Penalty: 3901.323730
	Iteration 19Q: 3 clusters Score -379451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -379452.250000 Penalty: 3901.323730
	Iteration 20F: 3 clusters Score -379452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -379452.312500 Penalty: 3901.323730
	Iteration 21Q: 3 clusters Score -379452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -379453.718750 Penalty: 3901.323730
	Iteration 22Q: 3 clusters Score -379453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -379455.531250 Penalty: 3901.323730
	Iteration 23Q: 3 clusters Score -379455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -379458.468750 Penalty: 3901.323730
	Iteration 24Q: 3 clusters Score -379458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -379459.187500 Penalty: 3901.323730
	Iteration 25Q: 3 clusters Score -379459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -379460.593750 Penalty: 3901.323730
	Iteration 26Q: 3 clusters Score -379460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -379461.156250 Penalty: 3901.323730
	Iteration 27Q: 3 clusters Score -379461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -379462.156250 Penalty: 3901.323730
	Iteration 28Q: 3 clusters Score -379462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379461.906250 Penalty: 3901.323730
	Iteration 29Q: 3 clusters Score -379461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -379464.250000 Penalty: 3901.323730
	Iteration 30Q: 3 clusters Score -379464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379465.375000 Penalty: 3901.323730
	Iteration 31Q: 3 clusters Score -379465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -379465.062500 Penalty: 3901.323730
	Iteration 32Q: 3 clusters Score -379465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -379465.062500 Penalty: 3901.323730
	Iteration 33F: 3 clusters Score -379465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Entering Unmasked Estep 
Score: -3116340.250000 Penalty: 2464.464844
	Iteration 0F: 2 clusters Score -3116340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3101792.250000 Penalty: 4928.929688
	Iteration 0F: 3 clusters Score -3101792 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3106712.000000 Penalty: 4928.929688
	Iteration 1F: 3 clusters Score -3106712 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3107155.500000 Penalty: 4928.929688
	Iteration 2F: 3 clusters Score -3107156 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3107536.750000 Penalty: 4928.929688
	Iteration 3Q: 3 clusters Score -3107537 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3107893.500000 Penalty: 4928.929688
	Iteration 4Q: 3 clusters Score -3107894 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3108293.000000 Penalty: 4928.929688
	Iteration 5Q: 3 clusters Score -3108293 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3108679.750000 Penalty: 4928.929688
	Iteration 6Q: 3 clusters Score -3108680 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3109078.250000 Penalty: 4928.929688
	Iteration 7Q: 3 clusters Score -3109078 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3109553.250000 Penalty: 4928.929688
	Iteration 8Q: 3 clusters Score -3109553 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3110153.250000 Penalty: 4928.929688
	Iteration 9Q: 3 clusters Score -3110153 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3110898.500000 Penalty: 4928.929688
	Iteration 10F: 3 clusters Score -3110898 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3111720.250000 Penalty: 4928.929688
	Iteration 11F: 3 clusters Score -3111720 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3112478.000000 Penalty: 4928.929688
	Iteration 12Q: 3 clusters Score -3112478 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3113122.500000 Penalty: 4928.929688
	Iteration 13Q: 3 clusters Score -3113122 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3113659.000000 Penalty: 4928.929688
	Iteration 14Q: 3 clusters Score -3113659 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3114058.250000 Penalty: 4928.929688
	Iteration 15Q: 3 clusters Score -3114058 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3114293.500000 Penalty: 4928.929688
	Iteration 16Q: 3 clusters Score -3114294 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3114480.250000 Penalty: 4928.929688
	Iteration 17Q: 3 clusters Score -3114480 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3114608.250000 Penalty: 4928.929688
	Iteration 18Q: 3 clusters Score -3114608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3114774.750000 Penalty: 4928.929688
	Iteration 19Q: 3 clusters Score -3114775 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3114998.250000 Penalty: 4928.929688
	Iteration 20F: 3 clusters Score -3114998 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3115237.750000 Penalty: 4928.929688
	Iteration 21Q: 3 clusters Score -3115238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3115365.250000 Penalty: 4928.929688
	Iteration 22Q: 3 clusters Score -3115365 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3115424.750000 Penalty: 4928.929688
	Iteration 23Q: 3 clusters Score -3115425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3115448.500000 Penalty: 4928.929688
	Iteration 24Q: 3 clusters Score -3115448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3115463.250000 Penalty: 4928.929688
	Iteration 25Q: 3 clusters Score -3115463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3115462.250000 Penalty: 4928.929688
	Iteration 26Q: 3 clusters Score -3115462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3115479.250000 Penalty: 4928.929688
	Iteration 27Q: 3 clusters Score -3115479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3115477.750000 Penalty: 4928.929688
	Iteration 28Q: 3 clusters Score -3115478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3115477.750000 Penalty: 4928.929688
	Iteration 29Q: 3 clusters Score -3115478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3115480.500000 Penalty: 4928.929688
	Iteration 30Q: 3 clusters Score -3115480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3115480.000000 Penalty: 4928.929688
	Iteration 31Q: 3 clusters Score -3115480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3115480.000000 Penalty: 4928.929688
	Iteration 32F: 3 clusters Score -3115480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142565.843750 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142565.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142987.437500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142987.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143098.328125 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143098.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143166.265625 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143166.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143195.562500 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143195.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143208.828125 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143218.671875 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143218.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143221.625000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143224.828125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143226.593750 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143235.390625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143241.234375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143246.437500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143250.781250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143253.921875 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143255.609375 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143261.750000 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143267.421875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143269.000000 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143269.000000 Penalty: 3506.657715
	Iteration 19F: 3 clusters Score -143269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99926.968750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99926.97 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100243.726562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100243.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100342.765625 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100425.484375 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100425.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100495.187500 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100495.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100548.242188 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100548.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100610.320312 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100650.531250 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100682.289062 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100728.796875 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100770.687500 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100797.976562 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100812.078125 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100830.718750 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100857.750000 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -100857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100888.679688 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -100888.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100913.367188 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -100913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100936.632812 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -100936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100958.984375 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -100959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100979.421875 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -100979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100997.164062 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -100997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101015.835938 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -101015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101028.875000 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -101028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101047.921875 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -101047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101066.210938 Penalty: 3281.568359
	Iteration 24Q: 3 clusters Score -101066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101076.273438 Penalty: 3281.568359
	Iteration 25Q: 3 clusters Score -101076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101091.015625 Penalty: 3281.568359
	Iteration 26Q: 3 clusters Score -101091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101093.796875 Penalty: 3281.568359
	Iteration 27Q: 3 clusters Score -101093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101094.937500 Penalty: 3281.568359
	Iteration 28Q: 3 clusters Score -101094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101094.937500 Penalty: 3281.568359
	Iteration 29F: 3 clusters Score -101094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38013.289062 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38013.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38104.730469 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38104.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38133.605469 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38133.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38142.917969 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38142.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38145.695312 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -38145.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38145.695312 Penalty: 2787.718750
	Iteration 5F: 3 clusters Score -38145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Entering Unmasked Estep 
Score: -1418227.750000 Penalty: 2263.539795
	Iteration 0F: 2 clusters Score -1418228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1411063.500000 Penalty: 4527.079590
	Iteration 0F: 3 clusters Score -1411064 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1413248.500000 Penalty: 4527.079590
	Iteration 1F: 3 clusters Score -1413248 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1413638.000000 Penalty: 4527.079590
	Iteration 2F: 3 clusters Score -1413638 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1413969.875000 Penalty: 4527.079590
	Iteration 3F: 3 clusters Score -1413970 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1414272.875000 Penalty: 4527.079590
	Iteration 4F: 3 clusters Score -1414273 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1414557.750000 Penalty: 4527.079590
	Iteration 5Q: 3 clusters Score -1414558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1414876.250000 Penalty: 4527.079590
	Iteration 6F: 3 clusters Score -1414876 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1415201.500000 Penalty: 4527.079590
	Iteration 7F: 3 clusters Score -1415202 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1415487.375000 Penalty: 4527.079590
	Iteration 8Q: 3 clusters Score -1415487 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1415750.250000 Penalty: 4527.079590
	Iteration 9Q: 3 clusters Score -1415750 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1415993.875000 Penalty: 4527.079590
	Iteration 10Q: 3 clusters Score -1415994 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1416213.625000 Penalty: 4527.079590
	Iteration 11Q: 3 clusters Score -1416214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1416379.625000 Penalty: 4527.079590
	Iteration 12Q: 3 clusters Score -1416380 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1416486.125000 Penalty: 4527.079590
	Iteration 13Q: 3 clusters Score -1416486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1416541.375000 Penalty: 4527.079590
	Iteration 14Q: 3 clusters Score -1416541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1416584.500000 Penalty: 4527.079590
	Iteration 15Q: 3 clusters Score -1416584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1416604.500000 Penalty: 4527.079590
	Iteration 16Q: 3 clusters Score -1416604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1416614.250000 Penalty: 4527.079590
	Iteration 17Q: 3 clusters Score -1416614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1416618.125000 Penalty: 4527.079590
	Iteration 18Q: 3 clusters Score -1416618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1416626.000000 Penalty: 4527.079590
	Iteration 19Q: 3 clusters Score -1416626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1416629.250000 Penalty: 4527.079590
	Iteration 20F: 3 clusters Score -1416629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1416632.875000 Penalty: 4527.079590
	Iteration 21Q: 3 clusters Score -1416633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1416634.375000 Penalty: 4527.079590
	Iteration 22Q: 3 clusters Score -1416634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1416639.125000 Penalty: 4527.079590
	Iteration 23Q: 3 clusters Score -1416639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1416637.750000 Penalty: 4527.079590
	Iteration 24Q: 3 clusters Score -1416638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1416640.625000 Penalty: 4527.079590
	Iteration 25Q: 3 clusters Score -1416641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1416641.125000 Penalty: 4527.079590
	Iteration 26Q: 3 clusters Score -1416641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1416640.625000 Penalty: 4527.079590
	Iteration 27Q: 3 clusters Score -1416641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1416640.750000 Penalty: 4527.079590
	Iteration 28Q: 3 clusters Score -1416641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1416638.750000 Penalty: 4527.079590
	Iteration 29Q: 3 clusters Score -1416639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1416642.250000 Penalty: 4527.079590
	Iteration 30Q: 3 clusters Score -1416642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1416641.875000 Penalty: 4527.079590
	Iteration 31Q: 3 clusters Score -1416642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1416643.500000 Penalty: 4527.079590
	Iteration 32Q: 3 clusters Score -1416644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1416644.875000 Penalty: 4527.079590
	Iteration 33Q: 3 clusters Score -1416645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1416643.875000 Penalty: 4527.079590
	Iteration 34Q: 3 clusters Score -1416644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1416645.125000 Penalty: 4527.079590
	Iteration 35Q: 3 clusters Score -1416645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1416645.125000 Penalty: 4527.079590
	Iteration 36F: 3 clusters Score -1416645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29554.562500 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29554.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29685.759766 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29685.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29763.640625 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -29763.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29793.105469 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29793.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29821.693359 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29821.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29853.597656 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -29853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -29872.566406 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -29872.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29874.724609 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -29874.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -29875.632812 Penalty: 2726.595459
	Iteration 8F: 3 clusters Score -29875.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -29881.406250 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -29881.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29893.394531 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -29893.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29907.019531 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -29907.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29915.693359 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -29915.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29924.132812 Penalty: 2726.595459
	Iteration 13Q: 3 clusters Score -29924.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -29929.029297 Penalty: 2726.595459
	Iteration 14Q: 3 clusters Score -29929.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -29938.179688 Penalty: 2726.595459
	Iteration 15Q: 3 clusters Score -29938.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29942.054688 Penalty: 2726.595459
	Iteration 16Q: 3 clusters Score -29942.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -29942.054688 Penalty: 2726.595459
	Iteration 17F: 3 clusters Score -29942.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46138.128906 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46138.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46235.457031 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46235.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46273.160156 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46273.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46286.218750 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46286.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46298.445312 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46298.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46307.761719 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46307.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46307.761719 Penalty: 2886.761230
	Iteration 6F: 3 clusters Score -46307.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 42092 members 
Mstep: Class 5 contains 103962 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87662 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26392 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36445 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14796 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90254 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173104.000000 Penalty: 133477.078125
Iteration 439Q: 41 clusters Score -1.041731e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103953 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87610 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26394 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36448 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14784 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90366 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9205 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173128.000000 Penalty: 133477.078125
Iteration 440F: 41 clusters Score -1.041731e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103945 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87565 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17381 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14768 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90466 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9210 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173072.000000 Penalty: 133477.078125
Iteration 441Q: 41 clusters Score -1.041731e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103936 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87525 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14749 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90578 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9214 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173192.000000 Penalty: 133477.078125
Iteration 442Q: 41 clusters Score -1.041732e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 103935 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87470 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14727 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90707 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173376.000000 Penalty: 133477.078125
Iteration 443Q: 41 clusters Score -1.041734e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127371 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 103916 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87400 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 26394 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14711 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90810 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9226 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173352.000000 Penalty: 133477.078125
Iteration 444Q: 41 clusters Score -1.041734e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 103892 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87324 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14690 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 90925 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9235 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173208.000000 Penalty: 133477.078125
Iteration 445Q: 41 clusters Score -1.041732e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 103866 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87265 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 13 contains 26396 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 14666 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91043 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9251 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173192.000000 Penalty: 133477.078125
Iteration 446Q: 41 clusters Score -1.041732e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 103874 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87189 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26396 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 14635 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91167 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9269 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173216.000000 Penalty: 133477.078125
Iteration 447Q: 41 clusters Score -1.041732e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 103876 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87115 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17385 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 14606 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91291 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2607 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9280 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173240.000000 Penalty: 133477.078125
Iteration 448Q: 41 clusters Score -1.041732e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 42089 members 
Mstep: Class 5 contains 103874 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 87039 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26397 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 14579 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91407 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9299 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173112.000000 Penalty: 133477.078125
Iteration 449Q: 41 clusters Score -1.041731e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127193 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 103874 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86972 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26399 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14555 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91519 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9316 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173032.000000 Penalty: 133477.078125
Iteration 450Q: 41 clusters Score -1.04173e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103869 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86889 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26401 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2566 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91637 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9329 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173000.000000 Penalty: 133477.078125
Iteration 451Q: 41 clusters Score -1.04173e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127153 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42091 members 
Mstep: Class 5 contains 103854 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86793 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26403 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 36446 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14516 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91764 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9340 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173120.000000 Penalty: 133477.078125
Iteration 452Q: 41 clusters Score -1.041731e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103836 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86685 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17392 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26404 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14498 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 91914 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9361 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173288.000000 Penalty: 133477.078125
Iteration 453Q: 41 clusters Score -1.041733e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127122 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103808 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86583 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17396 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 21980 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36443 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14480 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92064 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9377 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173296.000000 Penalty: 133477.078125
Iteration 454Q: 41 clusters Score -1.041733e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103775 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86477 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17396 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 26402 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36443 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14462 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92221 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9394 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173232.000000 Penalty: 133477.078125
Iteration 455Q: 41 clusters Score -1.041732e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103723 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86369 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 26403 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36443 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14438 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92401 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2604 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9406 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173128.000000 Penalty: 133477.078125
Iteration 456Q: 41 clusters Score -1.041731e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127091 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103650 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86293 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17394 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26406 members 
Mstep: Class 14 contains 21972 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14414 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92575 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2601 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9415 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173064.000000 Penalty: 133477.078125
Iteration 457Q: 41 clusters Score -1.041731e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103565 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86192 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17389 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 26406 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14398 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92756 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9429 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173272.000000 Penalty: 133477.078125
Iteration 458Q: 41 clusters Score -1.041733e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127104 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 103489 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 86093 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 26404 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 36449 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14373 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 92924 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9450 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173400.000000 Penalty: 133477.078125
Iteration 459Q: 41 clusters Score -1.041734e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 103421 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85991 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17395 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12155 members 
Mstep: Class 13 contains 26406 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36452 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93089 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2597 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9473 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173480.000000 Penalty: 133477.078125
Iteration 460F: 41 clusters Score -1.041735e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127093 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 103390 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85870 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26410 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36450 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14322 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93247 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9489 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173512.000000 Penalty: 133477.078125
Iteration 461Q: 41 clusters Score -1.041735e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127094 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 103379 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85726 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 13 contains 26412 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14297 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93409 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2596 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9507 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173408.000000 Penalty: 133477.078125
Iteration 462Q: 41 clusters Score -1.041734e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14247 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 103357 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85588 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17402 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26414 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36442 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14270 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93578 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9524 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173480.000000 Penalty: 133477.078125
Iteration 463Q: 41 clusters Score -1.041735e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127110 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 103321 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85472 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17402 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14243 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93736 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9531 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173472.000000 Penalty: 133477.078125
Iteration 464Q: 41 clusters Score -1.041735e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127165 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 103259 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85357 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17404 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 36441 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14216 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 93883 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9532 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173616.000000 Penalty: 133477.078125
Iteration 465Q: 41 clusters Score -1.041736e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127240 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 103185 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85230 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14192 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94039 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9537 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173648.000000 Penalty: 133477.078125
Iteration 466Q: 41 clusters Score -1.041736e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127320 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 103118 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 85079 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 36440 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14175 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94179 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2595 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9548 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173656.000000 Penalty: 133477.078125
Iteration 467Q: 41 clusters Score -1.041737e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127413 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 103032 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84922 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17404 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12154 members 
Mstep: Class 13 contains 26417 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 36437 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14155 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94325 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2595 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9563 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173744.000000 Penalty: 133477.078125
Iteration 468Q: 41 clusters Score -1.041737e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 102964 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84759 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17409 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 13 contains 26420 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14128 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94493 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9573 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173840.000000 Penalty: 133477.078125
Iteration 469Q: 41 clusters Score -1.041738e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127534 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 102914 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84615 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 17410 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26418 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 36439 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14091 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94664 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9580 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173800.000000 Penalty: 133477.078125
Iteration 470Q: 41 clusters Score -1.041738e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127626 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 102884 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84459 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17415 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 26420 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36436 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14058 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94780 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2594 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9589 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173696.000000 Penalty: 133477.078125
Iteration 471Q: 41 clusters Score -1.041737e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127749 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 102834 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84317 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17420 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26422 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36436 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 14020 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94879 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2593 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9589 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 133477.078125
Iteration 472Q: 41 clusters Score -1.041737e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127870 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 102773 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84193 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17422 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26425 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36431 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13981 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 94982 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2591 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9591 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173600.000000 Penalty: 133477.078125
Iteration 473Q: 41 clusters Score -1.041736e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 127985 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 102712 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 84063 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17425 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26428 members 
Mstep: Class 14 contains 21983 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16232 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36431 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13941 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95097 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2589 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9594 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 133477.078125
Iteration 474Q: 41 clusters Score -1.041737e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 128166 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 102653 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83893 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17426 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26428 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36431 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13910 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95188 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9590 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 133477.078125
Iteration 475Q: 41 clusters Score -1.041737e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 128342 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14243 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 102551 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83732 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17431 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12166 members 
Mstep: Class 13 contains 26428 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 36429 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13878 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95294 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9592 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173872.000000 Penalty: 133477.078125
Iteration 476Q: 41 clusters Score -1.041739e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 128530 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14240 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 102425 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83599 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 17430 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12162 members 
Mstep: Class 13 contains 26426 members 
Mstep: Class 14 contains 21986 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 36425 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13830 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95429 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9594 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173920.000000 Penalty: 133477.078125
Iteration 477Q: 41 clusters Score -1.041739e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 128743 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14246 members 
Mstep: Class 4 contains 42093 members 
Mstep: Class 5 contains 102281 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83457 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 21988 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36422 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95564 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9593 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173984.000000 Penalty: 133477.078125
Iteration 478Q: 41 clusters Score -1.04174e+08 nChanged 759
Entering ConstructFrom: 
Score: -104173984.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (128975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128975 members 
Entering Unmasked Estep 
Score: -19922818.000000 Penalty: 2918.308838
	Iteration 0F: 2 clusters Score -1.992282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -19840986.000000 Penalty: 5836.617676
	Iteration 0F: 3 clusters Score -1.984099e+07 nChanged 61612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -19876760.000000 Penalty: 5836.617676
	Iteration 1F: 3 clusters Score -1.987676e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -19877868.000000 Penalty: 5836.617676
	Iteration 2Q: 3 clusters Score -1.987787e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -19879214.000000 Penalty: 5836.617676
	Iteration 3Q: 3 clusters Score -1.987921e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -19880950.000000 Penalty: 5836.617676
	Iteration 4Q: 3 clusters Score -1.988095e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -19883092.000000 Penalty: 5836.617676
	Iteration 5Q: 3 clusters Score -1.988309e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -19885940.000000 Penalty: 5836.617676
	Iteration 6Q: 3 clusters Score -1.988594e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -19890218.000000 Penalty: 5836.617676
	Iteration 7F: 3 clusters Score -1.989022e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -19895628.000000 Penalty: 5836.617676
	Iteration 8F: 3 clusters Score -1.989563e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -19901360.000000 Penalty: 5836.617676
	Iteration 9F: 3 clusters Score -1.990136e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -19905588.000000 Penalty: 5836.617676
	Iteration 10F: 3 clusters Score -1.990559e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -19907788.000000 Penalty: 5836.617676
	Iteration 11Q: 3 clusters Score -1.990779e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -19909146.000000 Penalty: 5836.617676
	Iteration 12Q: 3 clusters Score -1.990915e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -19910032.000000 Penalty: 5836.617676
	Iteration 13Q: 3 clusters Score -1.991003e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -19910738.000000 Penalty: 5836.617676
	Iteration 14Q: 3 clusters Score -1.991074e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -19911474.000000 Penalty: 5836.617676
	Iteration 15Q: 3 clusters Score -1.991147e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -19912230.000000 Penalty: 5836.617676
	Iteration 16Q: 3 clusters Score -1.991223e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107412 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -19912982.000000 Penalty: 5836.617676
	Iteration 17Q: 3 clusters Score -1.991298e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -19913700.000000 Penalty: 5836.617676
	Iteration 18Q: 3 clusters Score -1.99137e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112134 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -19914456.000000 Penalty: 5836.617676
	Iteration 19Q: 3 clusters Score -1.991446e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -19915186.000000 Penalty: 5836.617676
	Iteration 20F: 3 clusters Score -1.991519e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -19915996.000000 Penalty: 5836.617676
	Iteration 21Q: 3 clusters Score -1.9916e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -19916860.000000 Penalty: 5836.617676
	Iteration 22Q: 3 clusters Score -1.991686e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -19917656.000000 Penalty: 5836.617676
	Iteration 23Q: 3 clusters Score -1.991766e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -19918396.000000 Penalty: 5836.617676
	Iteration 24Q: 3 clusters Score -1.99184e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123190 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -19918828.000000 Penalty: 5836.617676
	Iteration 25Q: 3 clusters Score -1.991883e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124197 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -19919246.000000 Penalty: 5836.617676
	Iteration 26Q: 3 clusters Score -1.991925e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -19919552.000000 Penalty: 5836.617676
	Iteration 27Q: 3 clusters Score -1.991955e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -19919790.000000 Penalty: 5836.617676
	Iteration 28Q: 3 clusters Score -1.991979e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126108 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -19919976.000000 Penalty: 5836.617676
	Iteration 29Q: 3 clusters Score -1.991998e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -19920134.000000 Penalty: 5836.617676
	Iteration 30Q: 3 clusters Score -1.992013e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126747 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -19920234.000000 Penalty: 5836.617676
	Iteration 31Q: 3 clusters Score -1.992023e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19920314.000000 Penalty: 5836.617676
	Iteration 32Q: 3 clusters Score -1.992031e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127126 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -19920346.000000 Penalty: 5836.617676
	Iteration 33Q: 3 clusters Score -1.992035e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19920382.000000 Penalty: 5836.617676
	Iteration 34Q: 3 clusters Score -1.992038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127326 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19920422.000000 Penalty: 5836.617676
	Iteration 35Q: 3 clusters Score -1.992042e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127396 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -19920490.000000 Penalty: 5836.617676
	Iteration 36Q: 3 clusters Score -1.992049e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127459 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19920502.000000 Penalty: 5836.617676
	Iteration 37Q: 3 clusters Score -1.99205e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19920490.000000 Penalty: 5836.617676
	Iteration 38Q: 3 clusters Score -1.992049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19920526.000000 Penalty: 5836.617676
	Iteration 39Q: 3 clusters Score -1.992053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19920556.000000 Penalty: 5836.617676
	Iteration 40F: 3 clusters Score -1.992056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127638 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19920542.000000 Penalty: 5836.617676
	Iteration 41Q: 3 clusters Score -1.992054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127665 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19920532.000000 Penalty: 5836.617676
	Iteration 42Q: 3 clusters Score -1.992053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127696 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19920546.000000 Penalty: 5836.617676
	Iteration 43Q: 3 clusters Score -1.992055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19920530.000000 Penalty: 5836.617676
	Iteration 44Q: 3 clusters Score -1.992053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127739 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19920558.000000 Penalty: 5836.617676
	Iteration 45Q: 3 clusters Score -1.992056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127755 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19920580.000000 Penalty: 5836.617676
	Iteration 46Q: 3 clusters Score -1.992058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19920592.000000 Penalty: 5836.617676
	Iteration 47Q: 3 clusters Score -1.992059e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19920588.000000 Penalty: 5836.617676
	Iteration 48Q: 3 clusters Score -1.992059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19920608.000000 Penalty: 5836.617676
	Iteration 49Q: 3 clusters Score -1.992061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127814 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19920614.000000 Penalty: 5836.617676
	Iteration 50Q: 3 clusters Score -1.992061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19920610.000000 Penalty: 5836.617676
	Iteration 51Q: 3 clusters Score -1.992061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19920610.000000 Penalty: 5836.617676
	Iteration 52Q: 3 clusters Score -1.992061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19920628.000000 Penalty: 5836.617676
	Iteration 53Q: 3 clusters Score -1.992063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127835 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19920632.000000 Penalty: 5836.617676
	Iteration 54Q: 3 clusters Score -1.992063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19920626.000000 Penalty: 5836.617676
	Iteration 55Q: 3 clusters Score -1.992063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127839 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19920630.000000 Penalty: 5836.617676
	Iteration 56Q: 3 clusters Score -1.992063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19920632.000000 Penalty: 5836.617676
	Iteration 57Q: 3 clusters Score -1.992063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19920638.000000 Penalty: 5836.617676
	Iteration 58Q: 3 clusters Score -1.992064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127859 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19920640.000000 Penalty: 5836.617676
	Iteration 59Q: 3 clusters Score -1.992064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127864 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19920630.000000 Penalty: 5836.617676
	Iteration 60F: 3 clusters Score -1.992063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127868 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -19920648.000000 Penalty: 5836.617676
	Iteration 61Q: 3 clusters Score -1.992065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19920652.000000 Penalty: 5836.617676
	Iteration 62Q: 3 clusters Score -1.992065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -19920652.000000 Penalty: 5836.617676
	Iteration 63Q: 3 clusters Score -1.992065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19920658.000000 Penalty: 5836.617676
	Iteration 64Q: 3 clusters Score -1.992066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127887 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -19920670.000000 Penalty: 5836.617676
	Iteration 65Q: 3 clusters Score -1.992067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19920670.000000 Penalty: 5836.617676
	Iteration 66Q: 3 clusters Score -1.992067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127892 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19920666.000000 Penalty: 5836.617676
	Iteration 67Q: 3 clusters Score -1.992067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19920674.000000 Penalty: 5836.617676
	Iteration 68Q: 3 clusters Score -1.992067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19920670.000000 Penalty: 5836.617676
	Iteration 69Q: 3 clusters Score -1.992067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19920666.000000 Penalty: 5836.617676
	Iteration 70Q: 3 clusters Score -1.992067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -19920672.000000 Penalty: 5836.617676
	Iteration 71Q: 3 clusters Score -1.992067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -19920664.000000 Penalty: 5836.617676
	Iteration 72Q: 3 clusters Score -1.992066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19920664.000000 Penalty: 5836.617676
	Iteration 73Q: 3 clusters Score -1.992066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127906 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19920664.000000 Penalty: 5836.617676
	Iteration 74F: 3 clusters Score -1.992066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -358597.562500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -358597.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -355576.968750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -355577 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -356196.437500 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -356196.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356376.031250 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -356376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -356503.375000 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -356503.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356579.000000 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -356579 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -356659.218750 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -356659.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -356719.750000 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -356719.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356775.125000 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -356775.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356829.937500 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -356829.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -356873.187500 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -356873.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356914.500000 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -356914.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -356955.656250 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -356955.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -356992.250000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -356992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -357019.593750 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -357019.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -357036.468750 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -357036.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357044.937500 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -357044.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -357049.187500 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -357049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -357054.812500 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -357054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -357061.562500 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -357061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -357066.375000 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -357066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -357069.312500 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -357069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -357073.281250 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -357073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -357073.875000 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -357073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -357074.312500 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -357074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -357074.312500 Penalty: 3903.791748
	Iteration 24F: 3 clusters Score -357074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -2163625.500000 Penalty: 2371.964355
	Iteration 0F: 2 clusters Score -2163626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2153250.500000 Penalty: 4743.928711
	Iteration 0F: 3 clusters Score -2153250 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2156648.750000 Penalty: 4743.928711
	Iteration 1F: 3 clusters Score -2156649 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2157361.500000 Penalty: 4743.928711
	Iteration 2F: 3 clusters Score -2157362 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2158216.750000 Penalty: 4743.928711
	Iteration 3F: 3 clusters Score -2158217 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2159207.250000 Penalty: 4743.928711
	Iteration 4F: 3 clusters Score -2159207 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2160291.250000 Penalty: 4743.928711
	Iteration 5F: 3 clusters Score -2160291 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2161340.250000 Penalty: 4743.928711
	Iteration 6F: 3 clusters Score -2161340 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2162129.000000 Penalty: 4743.928711
	Iteration 7F: 3 clusters Score -2162129 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2162595.000000 Penalty: 4743.928711
	Iteration 8Q: 3 clusters Score -2162595 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2162783.000000 Penalty: 4743.928711
	Iteration 9Q: 3 clusters Score -2162783 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2162849.250000 Penalty: 4743.928711
	Iteration 10Q: 3 clusters Score -2162849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2162875.250000 Penalty: 4743.928711
	Iteration 11Q: 3 clusters Score -2162875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2162889.250000 Penalty: 4743.928711
	Iteration 12Q: 3 clusters Score -2162889 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2162906.000000 Penalty: 4743.928711
	Iteration 13Q: 3 clusters Score -2162906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2162909.750000 Penalty: 4743.928711
	Iteration 14Q: 3 clusters Score -2162910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2162913.250000 Penalty: 4743.928711
	Iteration 15Q: 3 clusters Score -2162913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2162916.500000 Penalty: 4743.928711
	Iteration 16Q: 3 clusters Score -2162916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2162917.250000 Penalty: 4743.928711
	Iteration 17Q: 3 clusters Score -2162917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2162918.500000 Penalty: 4743.928711
	Iteration 18Q: 3 clusters Score -2162918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2162922.750000 Penalty: 4743.928711
	Iteration 19Q: 3 clusters Score -2162923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2162921.750000 Penalty: 4743.928711
	Iteration 20F: 3 clusters Score -2162922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2162921.750000 Penalty: 4743.928711
	Iteration 21Q: 3 clusters Score -2162922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2162920.750000 Penalty: 4743.928711
	Iteration 22Q: 3 clusters Score -2162921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2162919.750000 Penalty: 4743.928711
	Iteration 23Q: 3 clusters Score -2162920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2162920.000000 Penalty: 4743.928711
	Iteration 24Q: 3 clusters Score -2162920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2162922.250000 Penalty: 4743.928711
	Iteration 25Q: 3 clusters Score -2162922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2162922.250000 Penalty: 4743.928711
	Iteration 26F: 3 clusters Score -2162922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -6471270.000000 Penalty: 2640.619629
	Iteration 0F: 2 clusters Score -6471270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -6442709.000000 Penalty: 5281.239258
	Iteration 0F: 3 clusters Score -6442709 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -6453429.000000 Penalty: 5281.239258
	Iteration 1F: 3 clusters Score -6453429 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6454101.000000 Penalty: 5281.239258
	Iteration 2Q: 3 clusters Score -6454101 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -6454763.000000 Penalty: 5281.239258
	Iteration 3Q: 3 clusters Score -6454763 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6455679.000000 Penalty: 5281.239258
	Iteration 4Q: 3 clusters Score -6455679 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -6457052.500000 Penalty: 5281.239258
	Iteration 5F: 3 clusters Score -6457052 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -6459086.000000 Penalty: 5281.239258
	Iteration 6F: 3 clusters Score -6459086 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -6461964.000000 Penalty: 5281.239258
	Iteration 7F: 3 clusters Score -6461964 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -6464919.500000 Penalty: 5281.239258
	Iteration 8F: 3 clusters Score -6464920 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -6466880.000000 Penalty: 5281.239258
	Iteration 9F: 3 clusters Score -6466880 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -6467939.000000 Penalty: 5281.239258
	Iteration 10Q: 3 clusters Score -6467939 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6468566.500000 Penalty: 5281.239258
	Iteration 11Q: 3 clusters Score -6468566 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -6468843.500000 Penalty: 5281.239258
	Iteration 12Q: 3 clusters Score -6468844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -6469008.500000 Penalty: 5281.239258
	Iteration 13Q: 3 clusters Score -6469008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -6469115.500000 Penalty: 5281.239258
	Iteration 14Q: 3 clusters Score -6469116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -6469156.500000 Penalty: 5281.239258
	Iteration 15Q: 3 clusters Score -6469156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -6469184.000000 Penalty: 5281.239258
	Iteration 16Q: 3 clusters Score -6469184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6469206.000000 Penalty: 5281.239258
	Iteration 17Q: 3 clusters Score -6469206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -6469231.500000 Penalty: 5281.239258
	Iteration 18Q: 3 clusters Score -6469232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6469235.500000 Penalty: 5281.239258
	Iteration 19Q: 3 clusters Score -6469236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -6469231.000000 Penalty: 5281.239258
	Iteration 20F: 3 clusters Score -6469231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -6469243.000000 Penalty: 5281.239258
	Iteration 21Q: 3 clusters Score -6469243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6469240.000000 Penalty: 5281.239258
	Iteration 22Q: 3 clusters Score -6469240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6469242.500000 Penalty: 5281.239258
	Iteration 23Q: 3 clusters Score -6469242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -6469251.000000 Penalty: 5281.239258
	Iteration 24Q: 3 clusters Score -6469251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6469246.000000 Penalty: 5281.239258
	Iteration 25Q: 3 clusters Score -6469246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -6469246.000000 Penalty: 5281.239258
	Iteration 26Q: 3 clusters Score -6469246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -6469246.000000 Penalty: 5281.239258
	Iteration 27F: 3 clusters Score -6469246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Entering Unmasked Estep 
Score: -15754781.000000 Penalty: 2860.405762
	Iteration 0F: 2 clusters Score -1.575478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -15686689.000000 Penalty: 5720.811523
	Iteration 0F: 3 clusters Score -1.568669e+07 nChanged 48418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -15714568.000000 Penalty: 5720.811523
	Iteration 1F: 3 clusters Score -1.571457e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -15715620.000000 Penalty: 5720.811523
	Iteration 2Q: 3 clusters Score -1.571562e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -15717186.000000 Penalty: 5720.811523
	Iteration 3Q: 3 clusters Score -1.571719e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -15719334.000000 Penalty: 5720.811523
	Iteration 4Q: 3 clusters Score -1.571933e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -15722404.000000 Penalty: 5720.811523
	Iteration 5F: 3 clusters Score -1.57224e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -15727244.000000 Penalty: 5720.811523
	Iteration 6F: 3 clusters Score -1.572724e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -15733723.000000 Penalty: 5720.811523
	Iteration 7F: 3 clusters Score -1.573372e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -15740702.000000 Penalty: 5720.811523
	Iteration 8F: 3 clusters Score -1.57407e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -15745508.000000 Penalty: 5720.811523
	Iteration 9F: 3 clusters Score -1.574551e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -15748022.000000 Penalty: 5720.811523
	Iteration 10Q: 3 clusters Score -1.574802e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -15749526.000000 Penalty: 5720.811523
	Iteration 11Q: 3 clusters Score -1.574953e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -15750427.000000 Penalty: 5720.811523
	Iteration 12Q: 3 clusters Score -1.575043e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -15750989.000000 Penalty: 5720.811523
	Iteration 13Q: 3 clusters Score -1.575099e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -15751358.000000 Penalty: 5720.811523
	Iteration 14Q: 3 clusters Score -1.575136e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -15751606.000000 Penalty: 5720.811523
	Iteration 15Q: 3 clusters Score -1.575161e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -15751717.000000 Penalty: 5720.811523
	Iteration 16Q: 3 clusters Score -1.575172e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -15751865.000000 Penalty: 5720.811523
	Iteration 17Q: 3 clusters Score -1.575186e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -15751906.000000 Penalty: 5720.811523
	Iteration 18Q: 3 clusters Score -1.575191e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 78469 members 
Entering Unmasked Estep 
Score: -15751956.000000 Penalty: 5720.811523
	Iteration 19Q: 3 clusters Score -1.575196e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -15752016.000000 Penalty: 5720.811523
	Iteration 20F: 3 clusters Score -1.575202e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -15752061.000000 Penalty: 5720.811523
	Iteration 21Q: 3 clusters Score -1.575206e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -15752145.000000 Penalty: 5720.811523
	Iteration 22Q: 3 clusters Score -1.575214e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -15752200.000000 Penalty: 5720.811523
	Iteration 23Q: 3 clusters Score -1.57522e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -15752239.000000 Penalty: 5720.811523
	Iteration 24Q: 3 clusters Score -1.575224e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -15752288.000000 Penalty: 5720.811523
	Iteration 25Q: 3 clusters Score -1.575229e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -15752308.000000 Penalty: 5720.811523
	Iteration 26Q: 3 clusters Score -1.575231e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -15752340.000000 Penalty: 5720.811523
	Iteration 27Q: 3 clusters Score -1.575234e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -15752342.000000 Penalty: 5720.811523
	Iteration 28Q: 3 clusters Score -1.575234e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -15752463.000000 Penalty: 5720.811523
	Iteration 29Q: 3 clusters Score -1.575246e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -15752471.000000 Penalty: 5720.811523
	Iteration 30Q: 3 clusters Score -1.575247e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -15752529.000000 Penalty: 5720.811523
	Iteration 31Q: 3 clusters Score -1.575253e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -15752555.000000 Penalty: 5720.811523
	Iteration 32Q: 3 clusters Score -1.575256e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 83759 members 
Entering Unmasked Estep 
Score: -15752611.000000 Penalty: 5720.811523
	Iteration 33Q: 3 clusters Score -1.575261e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -15752631.000000 Penalty: 5720.811523
	Iteration 34Q: 3 clusters Score -1.575263e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -15752652.000000 Penalty: 5720.811523
	Iteration 35Q: 3 clusters Score -1.575265e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -15752634.000000 Penalty: 5720.811523
	Iteration 36Q: 3 clusters Score -1.575263e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -15752634.000000 Penalty: 5720.811523
	Iteration 37Q: 3 clusters Score -1.575263e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -15752673.000000 Penalty: 5720.811523
	Iteration 38Q: 3 clusters Score -1.575267e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -15752675.000000 Penalty: 5720.811523
	Iteration 39Q: 3 clusters Score -1.575268e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -15752702.000000 Penalty: 5720.811523
	Iteration 40F: 3 clusters Score -1.57527e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -15752767.000000 Penalty: 5720.811523
	Iteration 41Q: 3 clusters Score -1.575277e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -15752763.000000 Penalty: 5720.811523
	Iteration 42Q: 3 clusters Score -1.575276e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -15752770.000000 Penalty: 5720.811523
	Iteration 43Q: 3 clusters Score -1.575277e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -15752804.000000 Penalty: 5720.811523
	Iteration 44Q: 3 clusters Score -1.57528e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -15752822.000000 Penalty: 5720.811523
	Iteration 45Q: 3 clusters Score -1.575282e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -15752839.000000 Penalty: 5720.811523
	Iteration 46Q: 3 clusters Score -1.575284e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -15752872.000000 Penalty: 5720.811523
	Iteration 47Q: 3 clusters Score -1.575287e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -15752877.000000 Penalty: 5720.811523
	Iteration 48Q: 3 clusters Score -1.575288e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -15752871.000000 Penalty: 5720.811523
	Iteration 49Q: 3 clusters Score -1.575287e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -15752889.000000 Penalty: 5720.811523
	Iteration 50Q: 3 clusters Score -1.575289e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -15752891.000000 Penalty: 5720.811523
	Iteration 51Q: 3 clusters Score -1.575289e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -15752881.000000 Penalty: 5720.811523
	Iteration 52Q: 3 clusters Score -1.575288e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -15752865.000000 Penalty: 5720.811523
	Iteration 53Q: 3 clusters Score -1.575286e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -15752849.000000 Penalty: 5720.811523
	Iteration 54Q: 3 clusters Score -1.575285e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -15752869.000000 Penalty: 5720.811523
	Iteration 55Q: 3 clusters Score -1.575287e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -15752868.000000 Penalty: 5720.811523
	Iteration 56Q: 3 clusters Score -1.575287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -15752864.000000 Penalty: 5720.811523
	Iteration 57Q: 3 clusters Score -1.575286e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -15752869.000000 Penalty: 5720.811523
	Iteration 58Q: 3 clusters Score -1.575287e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -15752880.000000 Penalty: 5720.811523
	Iteration 59Q: 3 clusters Score -1.575288e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -15752914.000000 Penalty: 5720.811523
	Iteration 60F: 3 clusters Score -1.575291e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -15752924.000000 Penalty: 5720.811523
	Iteration 61Q: 3 clusters Score -1.575292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -15752946.000000 Penalty: 5720.811523
	Iteration 62Q: 3 clusters Score -1.575295e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -15752961.000000 Penalty: 5720.811523
	Iteration 63Q: 3 clusters Score -1.575296e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -15752959.000000 Penalty: 5720.811523
	Iteration 64Q: 3 clusters Score -1.575296e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -15752952.000000 Penalty: 5720.811523
	Iteration 65Q: 3 clusters Score -1.575295e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -15752981.000000 Penalty: 5720.811523
	Iteration 66Q: 3 clusters Score -1.575298e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -15753002.000000 Penalty: 5720.811523
	Iteration 67Q: 3 clusters Score -1.5753e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -15753049.000000 Penalty: 5720.811523
	Iteration 68Q: 3 clusters Score -1.575305e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 90120 members 
Entering Unmasked Estep 
Score: -15753073.000000 Penalty: 5720.811523
	Iteration 69Q: 3 clusters Score -1.575307e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -15753083.000000 Penalty: 5720.811523
	Iteration 70Q: 3 clusters Score -1.575308e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -15753080.000000 Penalty: 5720.811523
	Iteration 71Q: 3 clusters Score -1.575308e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -15753074.000000 Penalty: 5720.811523
	Iteration 72Q: 3 clusters Score -1.575307e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -15753107.000000 Penalty: 5720.811523
	Iteration 73Q: 3 clusters Score -1.575311e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -15753107.000000 Penalty: 5720.811523
	Iteration 74Q: 3 clusters Score -1.575311e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -15753104.000000 Penalty: 5720.811523
	Iteration 75Q: 3 clusters Score -1.57531e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -15753154.000000 Penalty: 5720.811523
	Iteration 76Q: 3 clusters Score -1.575315e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -15753146.000000 Penalty: 5720.811523
	Iteration 77Q: 3 clusters Score -1.575315e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -15753159.000000 Penalty: 5720.811523
	Iteration 78Q: 3 clusters Score -1.575316e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -15753182.000000 Penalty: 5720.811523
	Iteration 79Q: 3 clusters Score -1.575318e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -15753174.000000 Penalty: 5720.811523
	Iteration 80F: 3 clusters Score -1.575317e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -15753177.000000 Penalty: 5720.811523
	Iteration 81Q: 3 clusters Score -1.575318e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -15753199.000000 Penalty: 5720.811523
	Iteration 82Q: 3 clusters Score -1.57532e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -15753207.000000 Penalty: 5720.811523
	Iteration 83Q: 3 clusters Score -1.575321e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -15753170.000000 Penalty: 5720.811523
	Iteration 84Q: 3 clusters Score -1.575317e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -15753164.000000 Penalty: 5720.811523
	Iteration 85Q: 3 clusters Score -1.575316e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -15753157.000000 Penalty: 5720.811523
	Iteration 86Q: 3 clusters Score -1.575316e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -15753139.000000 Penalty: 5720.811523
	Iteration 87Q: 3 clusters Score -1.575314e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -15753145.000000 Penalty: 5720.811523
	Iteration 88Q: 3 clusters Score -1.575314e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -15753144.000000 Penalty: 5720.811523
	Iteration 89Q: 3 clusters Score -1.575314e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 92443 members 
Entering Unmasked Estep 
Score: -15753168.000000 Penalty: 5720.811523
	Iteration 90Q: 3 clusters Score -1.575317e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -15753155.000000 Penalty: 5720.811523
	Iteration 91Q: 3 clusters Score -1.575316e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -15753139.000000 Penalty: 5720.811523
	Iteration 92Q: 3 clusters Score -1.575314e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -15753147.000000 Penalty: 5720.811523
	Iteration 93Q: 3 clusters Score -1.575315e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -15753157.000000 Penalty: 5720.811523
	Iteration 94Q: 3 clusters Score -1.575316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -15753181.000000 Penalty: 5720.811523
	Iteration 95Q: 3 clusters Score -1.575318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -15753210.000000 Penalty: 5720.811523
	Iteration 96Q: 3 clusters Score -1.575321e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.575321e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -15753194.000000 Penalty: 5720.811523
	Iteration 98Q: 3 clusters Score -1.575319e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -15753226.000000 Penalty: 5720.811523
	Iteration 99Q: 3 clusters Score -1.575323e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -15753233.000000 Penalty: 5720.811523
	Iteration 100F: 3 clusters Score -1.575323e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -15753230.000000 Penalty: 5720.811523
	Iteration 101Q: 3 clusters Score -1.575323e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -15753220.000000 Penalty: 5720.811523
	Iteration 102Q: 3 clusters Score -1.575322e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -15753237.000000 Penalty: 5720.811523
	Iteration 103Q: 3 clusters Score -1.575324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -15753234.000000 Penalty: 5720.811523
	Iteration 104Q: 3 clusters Score -1.575323e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -15753208.000000 Penalty: 5720.811523
	Iteration 105Q: 3 clusters Score -1.575321e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -15753217.000000 Penalty: 5720.811523
	Iteration 106Q: 3 clusters Score -1.575322e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -15753211.000000 Penalty: 5720.811523
	Iteration 107Q: 3 clusters Score -1.575321e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -15753223.000000 Penalty: 5720.811523
	Iteration 108Q: 3 clusters Score -1.575322e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -15753223.000000 Penalty: 5720.811523
	Iteration 109Q: 3 clusters Score -1.575322e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -15753222.000000 Penalty: 5720.811523
	Iteration 110Q: 3 clusters Score -1.575322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -15753238.000000 Penalty: 5720.811523
	Iteration 111Q: 3 clusters Score -1.575324e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -15753268.000000 Penalty: 5720.811523
	Iteration 112Q: 3 clusters Score -1.575327e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -15753268.000000 Penalty: 5720.811523
	Iteration 113Q: 3 clusters Score -1.575327e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -15753252.000000 Penalty: 5720.811523
	Iteration 114Q: 3 clusters Score -1.575325e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -15753283.000000 Penalty: 5720.811523
	Iteration 115Q: 3 clusters Score -1.575328e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -15753280.000000 Penalty: 5720.811523
	Iteration 116Q: 3 clusters Score -1.575328e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -15753294.000000 Penalty: 5720.811523
	Iteration 117Q: 3 clusters Score -1.575329e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -15753296.000000 Penalty: 5720.811523
	Iteration 118Q: 3 clusters Score -1.57533e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -15753327.000000 Penalty: 5720.811523
	Iteration 119Q: 3 clusters Score -1.575333e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -15753335.000000 Penalty: 5720.811523
	Iteration 120F: 3 clusters Score -1.575334e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -15753370.000000 Penalty: 5720.811523
	Iteration 121Q: 3 clusters Score -1.575337e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -15753383.000000 Penalty: 5720.811523
	Iteration 122Q: 3 clusters Score -1.575338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -15753356.000000 Penalty: 5720.811523
	Iteration 123Q: 3 clusters Score -1.575336e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 95522 members 
Entering Unmasked Estep 
Score: -15753365.000000 Penalty: 5720.811523
	Iteration 124Q: 3 clusters Score -1.575336e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -15753333.000000 Penalty: 5720.811523
	Iteration 125Q: 3 clusters Score -1.575333e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -15753344.000000 Penalty: 5720.811523
	Iteration 126Q: 3 clusters Score -1.575334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -15753338.000000 Penalty: 5720.811523
	Iteration 127Q: 3 clusters Score -1.575334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -15753332.000000 Penalty: 5720.811523
	Iteration 128Q: 3 clusters Score -1.575333e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -15753343.000000 Penalty: 5720.811523
	Iteration 129Q: 3 clusters Score -1.575334e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -15753380.000000 Penalty: 5720.811523
	Iteration 130Q: 3 clusters Score -1.575338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -15753379.000000 Penalty: 5720.811523
	Iteration 131Q: 3 clusters Score -1.575338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -15753370.000000 Penalty: 5720.811523
	Iteration 132Q: 3 clusters Score -1.575337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -15753383.000000 Penalty: 5720.811523
	Iteration 133Q: 3 clusters Score -1.575338e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -15753370.000000 Penalty: 5720.811523
	Iteration 134Q: 3 clusters Score -1.575337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 96024 members 
Entering Unmasked Estep 
Score: -15753360.000000 Penalty: 5720.811523
	Iteration 135Q: 3 clusters Score -1.575336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -15753356.000000 Penalty: 5720.811523
	Iteration 136Q: 3 clusters Score -1.575336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -15753355.000000 Penalty: 5720.811523
	Iteration 137Q: 3 clusters Score -1.575336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -15753349.000000 Penalty: 5720.811523
	Iteration 138Q: 3 clusters Score -1.575335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -15753335.000000 Penalty: 5720.811523
	Iteration 139Q: 3 clusters Score -1.575334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 96167 members 
Entering Unmasked Estep 
Score: -15753337.000000 Penalty: 5720.811523
	Iteration 140F: 3 clusters Score -1.575334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -15753353.000000 Penalty: 5720.811523
	Iteration 141Q: 3 clusters Score -1.575335e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -15753342.000000 Penalty: 5720.811523
	Iteration 142Q: 3 clusters Score -1.575334e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -15753355.000000 Penalty: 5720.811523
	Iteration 143Q: 3 clusters Score -1.575336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.575335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -15753365.000000 Penalty: 5720.811523
	Iteration 145Q: 3 clusters Score -1.575336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.575336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 96435 members 
Entering Unmasked Estep 
Score: -15753348.000000 Penalty: 5720.811523
	Iteration 147Q: 3 clusters Score -1.575335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -15753378.000000 Penalty: 5720.811523
	Iteration 148Q: 3 clusters Score -1.575338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 96491 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.575336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.575336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.575335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.575335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -15753344.000000 Penalty: 5720.811523
	Iteration 153Q: 3 clusters Score -1.575334e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -15753332.000000 Penalty: 5720.811523
	Iteration 154Q: 3 clusters Score -1.575333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -15753326.000000 Penalty: 5720.811523
	Iteration 155Q: 3 clusters Score -1.575333e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 96721 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.575335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.575336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -15753364.000000 Penalty: 5720.811523
	Iteration 158Q: 3 clusters Score -1.575336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -15753352.000000 Penalty: 5720.811523
	Iteration 159Q: 3 clusters Score -1.575335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -15753328.000000 Penalty: 5720.811523
	Iteration 160F: 3 clusters Score -1.575333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.575335e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.575333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -15753339.000000 Penalty: 5720.811523
	Iteration 163Q: 3 clusters Score -1.575334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -15753331.000000 Penalty: 5720.811523
	Iteration 164Q: 3 clusters Score -1.575333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.575333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 96970 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.575333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -15753341.000000 Penalty: 5720.811523
	Iteration 167Q: 3 clusters Score -1.575334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.575333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -15753336.000000 Penalty: 5720.811523
	Iteration 169Q: 3 clusters Score -1.575334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.575334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.575335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -15753340.000000 Penalty: 5720.811523
	Iteration 172Q: 3 clusters Score -1.575334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 97067 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.575336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.575335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.575334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.575335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -15753351.000000 Penalty: 5720.811523
	Iteration 177Q: 3 clusters Score -1.575335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -15753334.000000 Penalty: 5720.811523
	Iteration 178Q: 3 clusters Score -1.575333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -15753349.000000 Penalty: 5720.811523
	Iteration 179Q: 3 clusters Score -1.575335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -15753342.000000 Penalty: 5720.811523
	Iteration 180F: 3 clusters Score -1.575334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 97136 members 
Entering Unmasked Estep 
Score: -15753328.000000 Penalty: 5720.811523
	Iteration 181Q: 3 clusters Score -1.575333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 97144 members 
Entering Unmasked Estep 
Score: -15753330.000000 Penalty: 5720.811523
	Iteration 182Q: 3 clusters Score -1.575333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -15753333.000000 Penalty: 5720.811523
	Iteration 183Q: 3 clusters Score -1.575333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -15753338.000000 Penalty: 5720.811523
	Iteration 184Q: 3 clusters Score -1.575334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.575333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 97161 members 
Entering Unmasked Estep 
Score: -15753332.000000 Penalty: 5720.811523
	Iteration 186Q: 3 clusters Score -1.575333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 97167 members 
Entering Unmasked Estep 
Score: -15753342.000000 Penalty: 5720.811523
	Iteration 187Q: 3 clusters Score -1.575334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -15753337.000000 Penalty: 5720.811523
	Iteration 188Q: 3 clusters Score -1.575334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -15753335.000000 Penalty: 5720.811523
	Iteration 189Q: 3 clusters Score -1.575334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -15753359.000000 Penalty: 5720.811523
	Iteration 190Q: 3 clusters Score -1.575336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 97193 members 
Entering Unmasked Estep 
Score: -15753372.000000 Penalty: 5720.811523
	Iteration 191Q: 3 clusters Score -1.575337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -15753367.000000 Penalty: 5720.811523
	Iteration 192Q: 3 clusters Score -1.575337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -15753362.000000 Penalty: 5720.811523
	Iteration 193Q: 3 clusters Score -1.575336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -15753366.000000 Penalty: 5720.811523
	Iteration 194Q: 3 clusters Score -1.575337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -15753370.000000 Penalty: 5720.811523
	Iteration 195Q: 3 clusters Score -1.575337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -15753360.000000 Penalty: 5720.811523
	Iteration 196Q: 3 clusters Score -1.575336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 97248 members 
Entering Unmasked Estep 
Score: -15753369.000000 Penalty: 5720.811523
	Iteration 197Q: 3 clusters Score -1.575337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -15753384.000000 Penalty: 5720.811523
	Iteration 198Q: 3 clusters Score -1.575338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 97276 members 
Entering Unmasked Estep 
Score: -15753392.000000 Penalty: 5720.811523
	Iteration 199Q: 3 clusters Score -1.575339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -15753364.000000 Penalty: 5720.811523
	Iteration 200F: 3 clusters Score -1.575336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -15753360.000000 Penalty: 5720.811523
	Iteration 201Q: 3 clusters Score -1.575336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -15753353.000000 Penalty: 5720.811523
	Iteration 202Q: 3 clusters Score -1.575335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -15753356.000000 Penalty: 5720.811523
	Iteration 203Q: 3 clusters Score -1.575336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -15753341.000000 Penalty: 5720.811523
	Iteration 204Q: 3 clusters Score -1.575334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -15753332.000000 Penalty: 5720.811523
	Iteration 205Q: 3 clusters Score -1.575333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -15753337.000000 Penalty: 5720.811523
	Iteration 206Q: 3 clusters Score -1.575334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -15753339.000000 Penalty: 5720.811523
	Iteration 207Q: 3 clusters Score -1.575334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -15753344.000000 Penalty: 5720.811523
	Iteration 208Q: 3 clusters Score -1.575334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -15753339.000000 Penalty: 5720.811523
	Iteration 209Q: 3 clusters Score -1.575334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -15753352.000000 Penalty: 5720.811523
	Iteration 210Q: 3 clusters Score -1.575335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -15753346.000000 Penalty: 5720.811523
	Iteration 211Q: 3 clusters Score -1.575335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -15753338.000000 Penalty: 5720.811523
	Iteration 212Q: 3 clusters Score -1.575334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -15753344.000000 Penalty: 5720.811523
	Iteration 213Q: 3 clusters Score -1.575334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -15753351.000000 Penalty: 5720.811523
	Iteration 214Q: 3 clusters Score -1.575335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -15753345.000000 Penalty: 5720.811523
	Iteration 215Q: 3 clusters Score -1.575334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -15753353.000000 Penalty: 5720.811523
	Iteration 216Q: 3 clusters Score -1.575335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -15753347.000000 Penalty: 5720.811523
	Iteration 217Q: 3 clusters Score -1.575335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -15753345.000000 Penalty: 5720.811523
	Iteration 218Q: 3 clusters Score -1.575334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -15753346.000000 Penalty: 5720.811523
	Iteration 219Q: 3 clusters Score -1.575335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -15753346.000000 Penalty: 5720.811523
	Iteration 220F: 3 clusters Score -1.575335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -15753357.000000 Penalty: 5720.811523
	Iteration 221Q: 3 clusters Score -1.575336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -15753368.000000 Penalty: 5720.811523
	Iteration 222Q: 3 clusters Score -1.575337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -15753376.000000 Penalty: 5720.811523
	Iteration 223Q: 3 clusters Score -1.575338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -15753377.000000 Penalty: 5720.811523
	Iteration 224Q: 3 clusters Score -1.575338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -15753378.000000 Penalty: 5720.811523
	Iteration 225Q: 3 clusters Score -1.575338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -15753374.000000 Penalty: 5720.811523
	Iteration 226Q: 3 clusters Score -1.575337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -15753374.000000 Penalty: 5720.811523
	Iteration 227F: 3 clusters Score -1.575337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -124403.187500 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -124403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122586.257812 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -122586.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -122961.898438 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -122961.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123106.289062 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -123106.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123202.171875 Penalty: 3363.404785
	Iteration 3Q: 3 clusters Score -123202.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123296.343750 Penalty: 3363.404785
	Iteration 4Q: 3 clusters Score -123296.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123372.718750 Penalty: 3363.404785
	Iteration 5Q: 3 clusters Score -123372.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123446.859375 Penalty: 3363.404785
	Iteration 6Q: 3 clusters Score -123446.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -123491.539062 Penalty: 3363.404785
	Iteration 7Q: 3 clusters Score -123491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -123519.835938 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -123519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123533.976562 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -123534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123538.718750 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -123538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123546.054688 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -123546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123556.773438 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -123556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123559.218750 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -123559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123561.562500 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -123561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123561.562500 Penalty: 3363.404785
	Iteration 15F: 3 clusters Score -123561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Entering Unmasked Estep 
Score: -12746652.000000 Penalty: 2809.973877
	Iteration 0F: 2 clusters Score -1.274665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -12691080.000000 Penalty: 5619.947754
	Iteration 0F: 3 clusters Score -1.269108e+07 nChanged 39048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -12713113.000000 Penalty: 5619.947754
	Iteration 1F: 3 clusters Score -1.271311e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -12713892.000000 Penalty: 5619.947754
	Iteration 2Q: 3 clusters Score -1.271389e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -12714620.000000 Penalty: 5619.947754
	Iteration 3Q: 3 clusters Score -1.271462e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -12715470.000000 Penalty: 5619.947754
	Iteration 4Q: 3 clusters Score -1.271547e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -12716392.000000 Penalty: 5619.947754
	Iteration 5Q: 3 clusters Score -1.271639e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -12717265.000000 Penalty: 5619.947754
	Iteration 6Q: 3 clusters Score -1.271726e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -12718169.000000 Penalty: 5619.947754
	Iteration 7Q: 3 clusters Score -1.271817e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -12718996.000000 Penalty: 5619.947754
	Iteration 8Q: 3 clusters Score -1.2719e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -12719887.000000 Penalty: 5619.947754
	Iteration 9Q: 3 clusters Score -1.271989e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -12720591.000000 Penalty: 5619.947754
	Iteration 10Q: 3 clusters Score -1.272059e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -12721236.000000 Penalty: 5619.947754
	Iteration 11Q: 3 clusters Score -1.272124e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -12721878.000000 Penalty: 5619.947754
	Iteration 12Q: 3 clusters Score -1.272188e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -12722489.000000 Penalty: 5619.947754
	Iteration 13Q: 3 clusters Score -1.272249e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -12723234.000000 Penalty: 5619.947754
	Iteration 14Q: 3 clusters Score -1.272323e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -12724166.000000 Penalty: 5619.947754
	Iteration 15Q: 3 clusters Score -1.272417e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -12725316.000000 Penalty: 5619.947754
	Iteration 16Q: 3 clusters Score -1.272532e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -12726785.000000 Penalty: 5619.947754
	Iteration 17Q: 3 clusters Score -1.272678e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -12728521.000000 Penalty: 5619.947754
	Iteration 18Q: 3 clusters Score -1.272852e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -12729944.000000 Penalty: 5619.947754
	Iteration 19Q: 3 clusters Score -1.272994e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -12730889.000000 Penalty: 5619.947754
	Iteration 20F: 3 clusters Score -1.273089e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -12731538.000000 Penalty: 5619.947754
	Iteration 21Q: 3 clusters Score -1.273154e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -12732034.000000 Penalty: 5619.947754
	Iteration 22Q: 3 clusters Score -1.273203e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -12732380.000000 Penalty: 5619.947754
	Iteration 23Q: 3 clusters Score -1.273238e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -12732786.000000 Penalty: 5619.947754
	Iteration 24Q: 3 clusters Score -1.273279e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -12733115.000000 Penalty: 5619.947754
	Iteration 25Q: 3 clusters Score -1.273312e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -12733436.000000 Penalty: 5619.947754
	Iteration 26Q: 3 clusters Score -1.273344e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -12733783.000000 Penalty: 5619.947754
	Iteration 27Q: 3 clusters Score -1.273378e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -12734100.000000 Penalty: 5619.947754
	Iteration 28Q: 3 clusters Score -1.27341e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -12734385.000000 Penalty: 5619.947754
	Iteration 29Q: 3 clusters Score -1.273438e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -12734663.000000 Penalty: 5619.947754
	Iteration 30Q: 3 clusters Score -1.273466e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -12734931.000000 Penalty: 5619.947754
	Iteration 31Q: 3 clusters Score -1.273493e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -12735246.000000 Penalty: 5619.947754
	Iteration 32Q: 3 clusters Score -1.273525e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -12735621.000000 Penalty: 5619.947754
	Iteration 33Q: 3 clusters Score -1.273562e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -12736024.000000 Penalty: 5619.947754
	Iteration 34Q: 3 clusters Score -1.273602e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -12736399.000000 Penalty: 5619.947754
	Iteration 35Q: 3 clusters Score -1.27364e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -12736888.000000 Penalty: 5619.947754
	Iteration 36Q: 3 clusters Score -1.273689e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -12737387.000000 Penalty: 5619.947754
	Iteration 37Q: 3 clusters Score -1.273739e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -12737944.000000 Penalty: 5619.947754
	Iteration 38Q: 3 clusters Score -1.273794e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -12738507.000000 Penalty: 5619.947754
	Iteration 39Q: 3 clusters Score -1.273851e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -12739137.000000 Penalty: 5619.947754
	Iteration 40F: 3 clusters Score -1.273914e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -12739766.000000 Penalty: 5619.947754
	Iteration 41Q: 3 clusters Score -1.273977e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -12740312.000000 Penalty: 5619.947754
	Iteration 42Q: 3 clusters Score -1.274031e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -12740799.000000 Penalty: 5619.947754
	Iteration 43Q: 3 clusters Score -1.27408e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -12741262.000000 Penalty: 5619.947754
	Iteration 44Q: 3 clusters Score -1.274126e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -12741752.000000 Penalty: 5619.947754
	Iteration 45Q: 3 clusters Score -1.274175e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -12742196.000000 Penalty: 5619.947754
	Iteration 46Q: 3 clusters Score -1.27422e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -12742479.000000 Penalty: 5619.947754
	Iteration 47Q: 3 clusters Score -1.274248e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -12742751.000000 Penalty: 5619.947754
	Iteration 48Q: 3 clusters Score -1.274275e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -12742988.000000 Penalty: 5619.947754
	Iteration 49Q: 3 clusters Score -1.274299e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -12743151.000000 Penalty: 5619.947754
	Iteration 50Q: 3 clusters Score -1.274315e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -12743325.000000 Penalty: 5619.947754
	Iteration 51Q: 3 clusters Score -1.274332e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -12743385.000000 Penalty: 5619.947754
	Iteration 52Q: 3 clusters Score -1.274338e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -12743490.000000 Penalty: 5619.947754
	Iteration 53Q: 3 clusters Score -1.274349e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -12743629.000000 Penalty: 5619.947754
	Iteration 54Q: 3 clusters Score -1.274363e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -12743742.000000 Penalty: 5619.947754
	Iteration 55Q: 3 clusters Score -1.274374e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -12743812.000000 Penalty: 5619.947754
	Iteration 56Q: 3 clusters Score -1.274381e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -12743870.000000 Penalty: 5619.947754
	Iteration 57Q: 3 clusters Score -1.274387e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -12743921.000000 Penalty: 5619.947754
	Iteration 58Q: 3 clusters Score -1.274392e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -12743963.000000 Penalty: 5619.947754
	Iteration 59Q: 3 clusters Score -1.274396e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -12743993.000000 Penalty: 5619.947754
	Iteration 60F: 3 clusters Score -1.274399e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -12744017.000000 Penalty: 5619.947754
	Iteration 61Q: 3 clusters Score -1.274402e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -12744042.000000 Penalty: 5619.947754
	Iteration 62Q: 3 clusters Score -1.274404e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -12744076.000000 Penalty: 5619.947754
	Iteration 63Q: 3 clusters Score -1.274408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -12744083.000000 Penalty: 5619.947754
	Iteration 64Q: 3 clusters Score -1.274408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -12744103.000000 Penalty: 5619.947754
	Iteration 65Q: 3 clusters Score -1.27441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -12744105.000000 Penalty: 5619.947754
	Iteration 66Q: 3 clusters Score -1.27441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -12744122.000000 Penalty: 5619.947754
	Iteration 67Q: 3 clusters Score -1.274412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -12744148.000000 Penalty: 5619.947754
	Iteration 68Q: 3 clusters Score -1.274415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -12744147.000000 Penalty: 5619.947754
	Iteration 69Q: 3 clusters Score -1.274415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -12744142.000000 Penalty: 5619.947754
	Iteration 70Q: 3 clusters Score -1.274414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -12744142.000000 Penalty: 5619.947754
	Iteration 71Q: 3 clusters Score -1.274414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -12744145.000000 Penalty: 5619.947754
	Iteration 72Q: 3 clusters Score -1.274414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -12744154.000000 Penalty: 5619.947754
	Iteration 73Q: 3 clusters Score -1.274415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -12744145.000000 Penalty: 5619.947754
	Iteration 74Q: 3 clusters Score -1.274414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -12744152.000000 Penalty: 5619.947754
	Iteration 75Q: 3 clusters Score -1.274415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -12744155.000000 Penalty: 5619.947754
	Iteration 76Q: 3 clusters Score -1.274416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -12744149.000000 Penalty: 5619.947754
	Iteration 77Q: 3 clusters Score -1.274415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -12744165.000000 Penalty: 5619.947754
	Iteration 78Q: 3 clusters Score -1.274416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -12744162.000000 Penalty: 5619.947754
	Iteration 79Q: 3 clusters Score -1.274416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -12744163.000000 Penalty: 5619.947754
	Iteration 80F: 3 clusters Score -1.274416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -12744176.000000 Penalty: 5619.947754
	Iteration 81Q: 3 clusters Score -1.274418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -12744178.000000 Penalty: 5619.947754
	Iteration 82Q: 3 clusters Score -1.274418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -12744188.000000 Penalty: 5619.947754
	Iteration 83Q: 3 clusters Score -1.274419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -12744198.000000 Penalty: 5619.947754
	Iteration 84Q: 3 clusters Score -1.27442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -12744198.000000 Penalty: 5619.947754
	Iteration 85Q: 3 clusters Score -1.27442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -12744200.000000 Penalty: 5619.947754
	Iteration 86Q: 3 clusters Score -1.27442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -12744198.000000 Penalty: 5619.947754
	Iteration 87Q: 3 clusters Score -1.27442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -12744196.000000 Penalty: 5619.947754
	Iteration 88Q: 3 clusters Score -1.27442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -12744196.000000 Penalty: 5619.947754
	Iteration 89F: 3 clusters Score -1.27442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -20149.931641 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -20149.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19224.134766 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -19224.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19341.150391 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -19341.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19376.583984 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -19376.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19398.482422 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -19398.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19430.611328 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -19430.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19444.191406 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -19444.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19444.191406 Penalty: 2544.429688
	Iteration 6F: 3 clusters Score -19444.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -489578.468750 Penalty: 2008.237183
	Iteration 0F: 2 clusters Score -489578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -486124.718750 Penalty: 4016.474365
	Iteration 0F: 3 clusters Score -486124.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -486869.437500 Penalty: 4016.474365
	Iteration 1F: 3 clusters Score -486869.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -487039.531250 Penalty: 4016.474365
	Iteration 2F: 3 clusters Score -487039.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -487157.375000 Penalty: 4016.474365
	Iteration 3Q: 3 clusters Score -487157.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -487275.656250 Penalty: 4016.474365
	Iteration 4Q: 3 clusters Score -487275.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -487375.875000 Penalty: 4016.474365
	Iteration 5Q: 3 clusters Score -487375.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -487464.968750 Penalty: 4016.474365
	Iteration 6Q: 3 clusters Score -487465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -487545.906250 Penalty: 4016.474365
	Iteration 7Q: 3 clusters Score -487545.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -487605.781250 Penalty: 4016.474365
	Iteration 8Q: 3 clusters Score -487605.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -487665.031250 Penalty: 4016.474365
	Iteration 9Q: 3 clusters Score -487665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -487716.906250 Penalty: 4016.474365
	Iteration 10Q: 3 clusters Score -487716.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -487774.406250 Penalty: 4016.474365
	Iteration 11Q: 3 clusters Score -487774.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -487838.375000 Penalty: 4016.474365
	Iteration 12Q: 3 clusters Score -487838.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -487896.281250 Penalty: 4016.474365
	Iteration 13Q: 3 clusters Score -487896.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -487944.218750 Penalty: 4016.474365
	Iteration 14Q: 3 clusters Score -487944.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -487978.937500 Penalty: 4016.474365
	Iteration 15Q: 3 clusters Score -487978.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -487999.625000 Penalty: 4016.474365
	Iteration 16Q: 3 clusters Score -487999.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -488028.937500 Penalty: 4016.474365
	Iteration 17Q: 3 clusters Score -488028.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -488052.031250 Penalty: 4016.474365
	Iteration 18Q: 3 clusters Score -488052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -488079.062500 Penalty: 4016.474365
	Iteration 19Q: 3 clusters Score -488079.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -488093.187500 Penalty: 4016.474365
	Iteration 20F: 3 clusters Score -488093.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -488103.000000 Penalty: 4016.474365
	Iteration 21Q: 3 clusters Score -488103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -488112.125000 Penalty: 4016.474365
	Iteration 22Q: 3 clusters Score -488112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -488118.656250 Penalty: 4016.474365
	Iteration 23Q: 3 clusters Score -488118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -488127.781250 Penalty: 4016.474365
	Iteration 24Q: 3 clusters Score -488127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -488140.343750 Penalty: 4016.474365
	Iteration 25Q: 3 clusters Score -488140.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -488155.000000 Penalty: 4016.474365
	Iteration 26Q: 3 clusters Score -488155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -488164.843750 Penalty: 4016.474365
	Iteration 27Q: 3 clusters Score -488164.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -488179.062500 Penalty: 4016.474365
	Iteration 28Q: 3 clusters Score -488179.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -488192.656250 Penalty: 4016.474365
	Iteration 29Q: 3 clusters Score -488192.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488205.218750 Penalty: 4016.474365
	Iteration 30Q: 3 clusters Score -488205.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -488218.187500 Penalty: 4016.474365
	Iteration 31Q: 3 clusters Score -488218.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -488229.625000 Penalty: 4016.474365
	Iteration 32Q: 3 clusters Score -488229.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -488237.437500 Penalty: 4016.474365
	Iteration 33Q: 3 clusters Score -488237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -488244.468750 Penalty: 4016.474365
	Iteration 34Q: 3 clusters Score -488244.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -488250.718750 Penalty: 4016.474365
	Iteration 35Q: 3 clusters Score -488250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -488254.562500 Penalty: 4016.474365
	Iteration 36Q: 3 clusters Score -488254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -488260.500000 Penalty: 4016.474365
	Iteration 37Q: 3 clusters Score -488260.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -488265.937500 Penalty: 4016.474365
	Iteration 38Q: 3 clusters Score -488265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -488271.250000 Penalty: 4016.474365
	Iteration 39Q: 3 clusters Score -488271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -488276.781250 Penalty: 4016.474365
	Iteration 40F: 3 clusters Score -488276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -488280.843750 Penalty: 4016.474365
	Iteration 41Q: 3 clusters Score -488280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -488284.281250 Penalty: 4016.474365
	Iteration 42Q: 3 clusters Score -488284.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -488290.875000 Penalty: 4016.474365
	Iteration 43Q: 3 clusters Score -488290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -488300.312500 Penalty: 4016.474365
	Iteration 44Q: 3 clusters Score -488300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -488308.437500 Penalty: 4016.474365
	Iteration 45Q: 3 clusters Score -488308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -488314.468750 Penalty: 4016.474365
	Iteration 46Q: 3 clusters Score -488314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -488318.156250 Penalty: 4016.474365
	Iteration 47Q: 3 clusters Score -488318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -488321.750000 Penalty: 4016.474365
	Iteration 48Q: 3 clusters Score -488321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -488323.281250 Penalty: 4016.474365
	Iteration 49Q: 3 clusters Score -488323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488324.218750 Penalty: 4016.474365
	Iteration 50Q: 3 clusters Score -488324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -488324.218750 Penalty: 4016.474365
	Iteration 51F: 3 clusters Score -488324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Entering Unmasked Estep 
Score: -2665670.000000 Penalty: 2422.068848
	Iteration 0F: 2 clusters Score -2665670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2653331.000000 Penalty: 4844.137695
	Iteration 0F: 3 clusters Score -2653331 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2657489.500000 Penalty: 4844.137695
	Iteration 1F: 3 clusters Score -2657490 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2657982.500000 Penalty: 4844.137695
	Iteration 2F: 3 clusters Score -2657982 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2658397.500000 Penalty: 4844.137695
	Iteration 3F: 3 clusters Score -2658398 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2658755.750000 Penalty: 4844.137695
	Iteration 4Q: 3 clusters Score -2658756 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2659118.500000 Penalty: 4844.137695
	Iteration 5Q: 3 clusters Score -2659118 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2659529.000000 Penalty: 4844.137695
	Iteration 6Q: 3 clusters Score -2659529 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2659970.000000 Penalty: 4844.137695
	Iteration 7Q: 3 clusters Score -2659970 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2660410.000000 Penalty: 4844.137695
	Iteration 8Q: 3 clusters Score -2660410 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2660915.000000 Penalty: 4844.137695
	Iteration 9Q: 3 clusters Score -2660915 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2661461.500000 Penalty: 4844.137695
	Iteration 10Q: 3 clusters Score -2661462 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2662013.500000 Penalty: 4844.137695
	Iteration 11Q: 3 clusters Score -2662014 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2662517.750000 Penalty: 4844.137695
	Iteration 12Q: 3 clusters Score -2662518 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2662996.000000 Penalty: 4844.137695
	Iteration 13Q: 3 clusters Score -2662996 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2663308.000000 Penalty: 4844.137695
	Iteration 14Q: 3 clusters Score -2663308 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2663510.000000 Penalty: 4844.137695
	Iteration 15Q: 3 clusters Score -2663510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2663662.750000 Penalty: 4844.137695
	Iteration 16Q: 3 clusters Score -2663663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2663761.000000 Penalty: 4844.137695
	Iteration 17Q: 3 clusters Score -2663761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2663808.750000 Penalty: 4844.137695
	Iteration 18Q: 3 clusters Score -2663809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2663844.000000 Penalty: 4844.137695
	Iteration 19Q: 3 clusters Score -2663844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2663874.500000 Penalty: 4844.137695
	Iteration 20F: 3 clusters Score -2663874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2663896.250000 Penalty: 4844.137695
	Iteration 21Q: 3 clusters Score -2663896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2663915.750000 Penalty: 4844.137695
	Iteration 22Q: 3 clusters Score -2663916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2663930.250000 Penalty: 4844.137695
	Iteration 23Q: 3 clusters Score -2663930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2663948.250000 Penalty: 4844.137695
	Iteration 24Q: 3 clusters Score -2663948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2663970.250000 Penalty: 4844.137695
	Iteration 25Q: 3 clusters Score -2663970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2663991.000000 Penalty: 4844.137695
	Iteration 26Q: 3 clusters Score -2663991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2664005.000000 Penalty: 4844.137695
	Iteration 27Q: 3 clusters Score -2664005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2664014.000000 Penalty: 4844.137695
	Iteration 28Q: 3 clusters Score -2664014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2664019.750000 Penalty: 4844.137695
	Iteration 29Q: 3 clusters Score -2664020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2664022.500000 Penalty: 4844.137695
	Iteration 30Q: 3 clusters Score -2664022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2664025.750000 Penalty: 4844.137695
	Iteration 31Q: 3 clusters Score -2664026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2664034.000000 Penalty: 4844.137695
	Iteration 32Q: 3 clusters Score -2664034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2664037.750000 Penalty: 4844.137695
	Iteration 33Q: 3 clusters Score -2664038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2664042.500000 Penalty: 4844.137695
	Iteration 34Q: 3 clusters Score -2664042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2664055.250000 Penalty: 4844.137695
	Iteration 35Q: 3 clusters Score -2664055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2664061.750000 Penalty: 4844.137695
	Iteration 36Q: 3 clusters Score -2664062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2664059.250000 Penalty: 4844.137695
	Iteration 37Q: 3 clusters Score -2664059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2664068.000000 Penalty: 4844.137695
	Iteration 38Q: 3 clusters Score -2664068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2664071.500000 Penalty: 4844.137695
	Iteration 39Q: 3 clusters Score -2664072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2664072.250000 Penalty: 4844.137695
	Iteration 40F: 3 clusters Score -2664072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -800362.125000 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -800362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -795545.187500 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -795545.2 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -796845.125000 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -796845.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -797292.625000 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -797292.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -797767.312500 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -797767.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -798191.000000 Penalty: 4263.618164
	Iteration 4F: 3 clusters Score -798191 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -798515.250000 Penalty: 4263.618164
	Iteration 5F: 3 clusters Score -798515.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -798720.000000 Penalty: 4263.618164
	Iteration 6F: 3 clusters Score -798720 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -798886.250000 Penalty: 4263.618164
	Iteration 7Q: 3 clusters Score -798886.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -799016.437500 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -799016.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -799116.375000 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -799116.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -799202.750000 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -799202.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -799281.750000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -799281.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -799360.375000 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -799360.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -799422.500000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -799422.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -799471.625000 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -799471.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -799523.687500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -799523.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -799572.750000 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -799572.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -799616.187500 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -799616.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -799659.812500 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -799659.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -799708.812500 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -799708.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -799758.437500 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -799758.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -799797.937500 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -799797.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -799823.625000 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -799823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -799845.375000 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -799845.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -799858.125000 Penalty: 4263.618164
	Iteration 24Q: 3 clusters Score -799858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -799868.937500 Penalty: 4263.618164
	Iteration 25Q: 3 clusters Score -799868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -799881.312500 Penalty: 4263.618164
	Iteration 26Q: 3 clusters Score -799881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -799888.937500 Penalty: 4263.618164
	Iteration 27Q: 3 clusters Score -799888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -799893.187500 Penalty: 4263.618164
	Iteration 28Q: 3 clusters Score -799893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -799897.187500 Penalty: 4263.618164
	Iteration 29Q: 3 clusters Score -799897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -799901.562500 Penalty: 4263.618164
	Iteration 30Q: 3 clusters Score -799901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -799901.562500 Penalty: 4263.618164
	Iteration 31F: 3 clusters Score -799901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Entering Unmasked Estep 
Score: -1828696.125000 Penalty: 2332.664795
	Iteration 0F: 2 clusters Score -1828696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1819703.625000 Penalty: 4665.329590
	Iteration 0F: 3 clusters Score -1819704 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1822635.875000 Penalty: 4665.329590
	Iteration 1F: 3 clusters Score -1822636 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1823090.375000 Penalty: 4665.329590
	Iteration 2F: 3 clusters Score -1823090 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1823493.875000 Penalty: 4665.329590
	Iteration 3F: 3 clusters Score -1823494 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1823809.500000 Penalty: 4665.329590
	Iteration 4F: 3 clusters Score -1823810 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1824074.625000 Penalty: 4665.329590
	Iteration 5Q: 3 clusters Score -1824075 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1824329.625000 Penalty: 4665.329590
	Iteration 6Q: 3 clusters Score -1824330 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1824600.375000 Penalty: 4665.329590
	Iteration 7Q: 3 clusters Score -1824600 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1824849.750000 Penalty: 4665.329590
	Iteration 8Q: 3 clusters Score -1824850 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1825107.125000 Penalty: 4665.329590
	Iteration 9Q: 3 clusters Score -1825107 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1825365.750000 Penalty: 4665.329590
	Iteration 10Q: 3 clusters Score -1825366 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1825591.750000 Penalty: 4665.329590
	Iteration 11Q: 3 clusters Score -1825592 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1825778.875000 Penalty: 4665.329590
	Iteration 12Q: 3 clusters Score -1825779 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1825960.500000 Penalty: 4665.329590
	Iteration 13Q: 3 clusters Score -1825960 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1826127.500000 Penalty: 4665.329590
	Iteration 14Q: 3 clusters Score -1826128 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1826279.875000 Penalty: 4665.329590
	Iteration 15Q: 3 clusters Score -1826280 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1826382.375000 Penalty: 4665.329590
	Iteration 16Q: 3 clusters Score -1826382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1826470.875000 Penalty: 4665.329590
	Iteration 17Q: 3 clusters Score -1826471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1826527.750000 Penalty: 4665.329590
	Iteration 18Q: 3 clusters Score -1826528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1826574.375000 Penalty: 4665.329590
	Iteration 19Q: 3 clusters Score -1826574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1826619.375000 Penalty: 4665.329590
	Iteration 20F: 3 clusters Score -1826619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1826664.375000 Penalty: 4665.329590
	Iteration 21Q: 3 clusters Score -1826664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1826693.625000 Penalty: 4665.329590
	Iteration 22Q: 3 clusters Score -1826694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1826712.625000 Penalty: 4665.329590
	Iteration 23Q: 3 clusters Score -1826713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1826732.375000 Penalty: 4665.329590
	Iteration 24Q: 3 clusters Score -1826732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1826742.250000 Penalty: 4665.329590
	Iteration 25Q: 3 clusters Score -1826742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1826758.125000 Penalty: 4665.329590
	Iteration 26Q: 3 clusters Score -1826758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1826767.750000 Penalty: 4665.329590
	Iteration 27Q: 3 clusters Score -1826768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1826784.000000 Penalty: 4665.329590
	Iteration 28Q: 3 clusters Score -1826784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1826789.500000 Penalty: 4665.329590
	Iteration 29Q: 3 clusters Score -1826790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1826795.750000 Penalty: 4665.329590
	Iteration 30Q: 3 clusters Score -1826796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1826798.750000 Penalty: 4665.329590
	Iteration 31Q: 3 clusters Score -1826799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1826807.250000 Penalty: 4665.329590
	Iteration 32Q: 3 clusters Score -1826807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1826814.500000 Penalty: 4665.329590
	Iteration 33Q: 3 clusters Score -1826814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1826824.000000 Penalty: 4665.329590
	Iteration 34Q: 3 clusters Score -1826824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1826821.375000 Penalty: 4665.329590
	Iteration 35Q: 3 clusters Score -1826821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1826831.125000 Penalty: 4665.329590
	Iteration 36Q: 3 clusters Score -1826831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1826830.250000 Penalty: 4665.329590
	Iteration 37Q: 3 clusters Score -1826830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1826831.250000 Penalty: 4665.329590
	Iteration 38Q: 3 clusters Score -1826831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1826836.500000 Penalty: 4665.329590
	Iteration 39Q: 3 clusters Score -1826836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1826837.250000 Penalty: 4665.329590
	Iteration 40F: 3 clusters Score -1826837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1826838.000000 Penalty: 4665.329590
	Iteration 41Q: 3 clusters Score -1826838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1826838.000000 Penalty: 4665.329590
	Iteration 42F: 3 clusters Score -1826838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Entering Unmasked Estep 
Score: -4005006.250000 Penalty: 2525.171143
	Iteration 0F: 2 clusters Score -4005006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -3986715.000000 Penalty: 5050.342285
	Iteration 0F: 3 clusters Score -3986715 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3993235.250000 Penalty: 5050.342285
	Iteration 1F: 3 clusters Score -3993235 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3993861.250000 Penalty: 5050.342285
	Iteration 2F: 3 clusters Score -3993861 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3994508.750000 Penalty: 5050.342285
	Iteration 3F: 3 clusters Score -3994509 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3995213.750000 Penalty: 5050.342285
	Iteration 4F: 3 clusters Score -3995214 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3996038.500000 Penalty: 5050.342285
	Iteration 5F: 3 clusters Score -3996038 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3996965.750000 Penalty: 5050.342285
	Iteration 6F: 3 clusters Score -3996966 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3997950.500000 Penalty: 5050.342285
	Iteration 7F: 3 clusters Score -3997950 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3999031.000000 Penalty: 5050.342285
	Iteration 8F: 3 clusters Score -3999031 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3999944.500000 Penalty: 5050.342285
	Iteration 9Q: 3 clusters Score -3999944 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4000680.500000 Penalty: 5050.342285
	Iteration 10Q: 3 clusters Score -4000680 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4001256.250000 Penalty: 5050.342285
	Iteration 11Q: 3 clusters Score -4001256 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -4001692.250000 Penalty: 5050.342285
	Iteration 12Q: 3 clusters Score -4001692 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4002030.500000 Penalty: 5050.342285
	Iteration 13Q: 3 clusters Score -4002030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4002269.000000 Penalty: 5050.342285
	Iteration 14Q: 3 clusters Score -4002269 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4002440.500000 Penalty: 5050.342285
	Iteration 15Q: 3 clusters Score -4002440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -4002580.250000 Penalty: 5050.342285
	Iteration 16Q: 3 clusters Score -4002580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4002659.500000 Penalty: 5050.342285
	Iteration 17Q: 3 clusters Score -4002660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4002726.750000 Penalty: 5050.342285
	Iteration 18Q: 3 clusters Score -4002727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4002761.750000 Penalty: 5050.342285
	Iteration 19Q: 3 clusters Score -4002762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4002789.250000 Penalty: 5050.342285
	Iteration 20F: 3 clusters Score -4002789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4002800.250000 Penalty: 5050.342285
	Iteration 21Q: 3 clusters Score -4002800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4002805.250000 Penalty: 5050.342285
	Iteration 22Q: 3 clusters Score -4002805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4002817.500000 Penalty: 5050.342285
	Iteration 23Q: 3 clusters Score -4002818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4002821.750000 Penalty: 5050.342285
	Iteration 24Q: 3 clusters Score -4002822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4002829.000000 Penalty: 5050.342285
	Iteration 25Q: 3 clusters Score -4002829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4002836.750000 Penalty: 5050.342285
	Iteration 26Q: 3 clusters Score -4002837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4002852.500000 Penalty: 5050.342285
	Iteration 27Q: 3 clusters Score -4002852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4002853.750000 Penalty: 5050.342285
	Iteration 28Q: 3 clusters Score -4002854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4002872.000000 Penalty: 5050.342285
	Iteration 29Q: 3 clusters Score -4002872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4002874.000000 Penalty: 5050.342285
	Iteration 30Q: 3 clusters Score -4002874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4002878.500000 Penalty: 5050.342285
	Iteration 31Q: 3 clusters Score -4002878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4002881.750000 Penalty: 5050.342285
	Iteration 32Q: 3 clusters Score -4002882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4002887.250000 Penalty: 5050.342285
	Iteration 33Q: 3 clusters Score -4002887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4002890.000000 Penalty: 5050.342285
	Iteration 34Q: 3 clusters Score -4002890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4002901.250000 Penalty: 5050.342285
	Iteration 35Q: 3 clusters Score -4002901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4002903.750000 Penalty: 5050.342285
	Iteration 36Q: 3 clusters Score -4002904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -4002899.750000 Penalty: 5050.342285
	Iteration 37Q: 3 clusters Score -4002900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4002906.500000 Penalty: 5050.342285
	Iteration 38Q: 3 clusters Score -4002906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -4002907.000000 Penalty: 5050.342285
	Iteration 39Q: 3 clusters Score -4002907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4002906.250000 Penalty: 5050.342285
	Iteration 40F: 3 clusters Score -4002906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4002905.250000 Penalty: 5050.342285
	Iteration 41Q: 3 clusters Score -4002905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4002908.250000 Penalty: 5050.342285
	Iteration 42Q: 3 clusters Score -4002908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4002908.750000 Penalty: 5050.342285
	Iteration 43Q: 3 clusters Score -4002909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4002905.750000 Penalty: 5050.342285
	Iteration 44Q: 3 clusters Score -4002906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4002905.750000 Penalty: 5050.342285
	Iteration 45F: 3 clusters Score -4002906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Entering Unmasked Estep 
Score: -3182320.750000 Penalty: 2479.487549
	Iteration 0F: 2 clusters Score -3182321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3167016.000000 Penalty: 4958.975098
	Iteration 0F: 3 clusters Score -3167016 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3172591.000000 Penalty: 4958.975098
	Iteration 1F: 3 clusters Score -3172591 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3173415.500000 Penalty: 4958.975098
	Iteration 2F: 3 clusters Score -3173416 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3174274.500000 Penalty: 4958.975098
	Iteration 3F: 3 clusters Score -3174274 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3175167.750000 Penalty: 4958.975098
	Iteration 4F: 3 clusters Score -3175168 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3176057.000000 Penalty: 4958.975098
	Iteration 5F: 3 clusters Score -3176057 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3176936.750000 Penalty: 4958.975098
	Iteration 6F: 3 clusters Score -3176937 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3177632.250000 Penalty: 4958.975098
	Iteration 7F: 3 clusters Score -3177632 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3178117.250000 Penalty: 4958.975098
	Iteration 8Q: 3 clusters Score -3178117 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3178464.750000 Penalty: 4958.975098
	Iteration 9Q: 3 clusters Score -3178465 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3178723.500000 Penalty: 4958.975098
	Iteration 10Q: 3 clusters Score -3178724 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3178899.750000 Penalty: 4958.975098
	Iteration 11Q: 3 clusters Score -3178900 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3178993.250000 Penalty: 4958.975098
	Iteration 12Q: 3 clusters Score -3178993 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3179097.250000 Penalty: 4958.975098
	Iteration 13Q: 3 clusters Score -3179097 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3179180.750000 Penalty: 4958.975098
	Iteration 14Q: 3 clusters Score -3179181 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3179314.500000 Penalty: 4958.975098
	Iteration 15Q: 3 clusters Score -3179314 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3179468.500000 Penalty: 4958.975098
	Iteration 16Q: 3 clusters Score -3179468 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3179678.500000 Penalty: 4958.975098
	Iteration 17Q: 3 clusters Score -3179678 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3179883.250000 Penalty: 4958.975098
	Iteration 18Q: 3 clusters Score -3179883 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3180051.750000 Penalty: 4958.975098
	Iteration 19Q: 3 clusters Score -3180052 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3180212.000000 Penalty: 4958.975098
	Iteration 20F: 3 clusters Score -3180212 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3180345.500000 Penalty: 4958.975098
	Iteration 21Q: 3 clusters Score -3180346 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3180451.500000 Penalty: 4958.975098
	Iteration 22Q: 3 clusters Score -3180452 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3180535.500000 Penalty: 4958.975098
	Iteration 23Q: 3 clusters Score -3180536 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3180600.000000 Penalty: 4958.975098
	Iteration 24Q: 3 clusters Score -3180600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3180647.000000 Penalty: 4958.975098
	Iteration 25Q: 3 clusters Score -3180647 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3180701.500000 Penalty: 4958.975098
	Iteration 26Q: 3 clusters Score -3180702 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3180739.750000 Penalty: 4958.975098
	Iteration 27Q: 3 clusters Score -3180740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3180792.000000 Penalty: 4958.975098
	Iteration 28Q: 3 clusters Score -3180792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3180814.000000 Penalty: 4958.975098
	Iteration 29Q: 3 clusters Score -3180814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3180860.000000 Penalty: 4958.975098
	Iteration 30Q: 3 clusters Score -3180860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3180901.750000 Penalty: 4958.975098
	Iteration 31Q: 3 clusters Score -3180902 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3180945.250000 Penalty: 4958.975098
	Iteration 32Q: 3 clusters Score -3180945 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3180986.000000 Penalty: 4958.975098
	Iteration 33Q: 3 clusters Score -3180986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3181022.750000 Penalty: 4958.975098
	Iteration 34Q: 3 clusters Score -3181023 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3181054.000000 Penalty: 4958.975098
	Iteration 35Q: 3 clusters Score -3181054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3181097.750000 Penalty: 4958.975098
	Iteration 36Q: 3 clusters Score -3181098 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3181133.000000 Penalty: 4958.975098
	Iteration 37Q: 3 clusters Score -3181133 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3181175.250000 Penalty: 4958.975098
	Iteration 38Q: 3 clusters Score -3181175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3181202.250000 Penalty: 4958.975098
	Iteration 39Q: 3 clusters Score -3181202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3181234.750000 Penalty: 4958.975098
	Iteration 40F: 3 clusters Score -3181235 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3181270.250000 Penalty: 4958.975098
	Iteration 41Q: 3 clusters Score -3181270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3181291.500000 Penalty: 4958.975098
	Iteration 42Q: 3 clusters Score -3181292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3181304.750000 Penalty: 4958.975098
	Iteration 43Q: 3 clusters Score -3181305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3181332.000000 Penalty: 4958.975098
	Iteration 44Q: 3 clusters Score -3181332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3181351.500000 Penalty: 4958.975098
	Iteration 45Q: 3 clusters Score -3181352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3181364.250000 Penalty: 4958.975098
	Iteration 46Q: 3 clusters Score -3181364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3181377.250000 Penalty: 4958.975098
	Iteration 47Q: 3 clusters Score -3181377 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3181382.250000 Penalty: 4958.975098
	Iteration 48Q: 3 clusters Score -3181382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3181391.000000 Penalty: 4958.975098
	Iteration 49Q: 3 clusters Score -3181391 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3181412.500000 Penalty: 4958.975098
	Iteration 50Q: 3 clusters Score -3181412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3181428.750000 Penalty: 4958.975098
	Iteration 51Q: 3 clusters Score -3181429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3181445.000000 Penalty: 4958.975098
	Iteration 52Q: 3 clusters Score -3181445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3181453.000000 Penalty: 4958.975098
	Iteration 53Q: 3 clusters Score -3181453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3181457.000000 Penalty: 4958.975098
	Iteration 54Q: 3 clusters Score -3181457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3181461.250000 Penalty: 4958.975098
	Iteration 55Q: 3 clusters Score -3181461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3181476.250000 Penalty: 4958.975098
	Iteration 56Q: 3 clusters Score -3181476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3181482.000000 Penalty: 4958.975098
	Iteration 57Q: 3 clusters Score -3181482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3181488.000000 Penalty: 4958.975098
	Iteration 58Q: 3 clusters Score -3181488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3181495.000000 Penalty: 4958.975098
	Iteration 59Q: 3 clusters Score -3181495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3181499.500000 Penalty: 4958.975098
	Iteration 60F: 3 clusters Score -3181500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3181508.000000 Penalty: 4958.975098
	Iteration 61Q: 3 clusters Score -3181508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3181506.000000 Penalty: 4958.975098
	Iteration 62Q: 3 clusters Score -3181506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3181509.500000 Penalty: 4958.975098
	Iteration 63Q: 3 clusters Score -3181510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3181518.000000 Penalty: 4958.975098
	Iteration 64Q: 3 clusters Score -3181518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3181515.500000 Penalty: 4958.975098
	Iteration 65Q: 3 clusters Score -3181516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3181511.500000 Penalty: 4958.975098
	Iteration 66Q: 3 clusters Score -3181512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3181514.250000 Penalty: 4958.975098
	Iteration 67Q: 3 clusters Score -3181514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3181516.000000 Penalty: 4958.975098
	Iteration 68Q: 3 clusters Score -3181516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3181519.250000 Penalty: 4958.975098
	Iteration 69Q: 3 clusters Score -3181519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3181517.750000 Penalty: 4958.975098
	Iteration 70Q: 3 clusters Score -3181518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3181522.000000 Penalty: 4958.975098
	Iteration 71Q: 3 clusters Score -3181522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3181516.750000 Penalty: 4958.975098
	Iteration 72Q: 3 clusters Score -3181517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3181516.750000 Penalty: 4958.975098
	Iteration 73F: 3 clusters Score -3181517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -22026.058594 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -22026.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21038.105469 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -21038.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21172.083984 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -21172.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21205.296875 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -21205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21212.669922 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -21212.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -21212.669922 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -21212.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Entering Unmasked Estep 
Score: -2273511.250000 Penalty: 2404.310791
	Iteration 0F: 2 clusters Score -2273511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2261858.500000 Penalty: 4808.621582
	Iteration 0F: 3 clusters Score -2261858 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2265827.750000 Penalty: 4808.621582
	Iteration 1F: 3 clusters Score -2265828 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2266491.250000 Penalty: 4808.621582
	Iteration 2F: 3 clusters Score -2266491 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2267287.250000 Penalty: 4808.621582
	Iteration 3F: 3 clusters Score -2267287 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2268148.250000 Penalty: 4808.621582
	Iteration 4F: 3 clusters Score -2268148 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2268958.250000 Penalty: 4808.621582
	Iteration 5F: 3 clusters Score -2268958 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2269581.000000 Penalty: 4808.621582
	Iteration 6F: 3 clusters Score -2269581 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2270032.000000 Penalty: 4808.621582
	Iteration 7Q: 3 clusters Score -2270032 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2270347.250000 Penalty: 4808.621582
	Iteration 8Q: 3 clusters Score -2270347 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2270547.750000 Penalty: 4808.621582
	Iteration 9Q: 3 clusters Score -2270548 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2270687.750000 Penalty: 4808.621582
	Iteration 10Q: 3 clusters Score -2270688 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2270778.250000 Penalty: 4808.621582
	Iteration 11Q: 3 clusters Score -2270778 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2270845.000000 Penalty: 4808.621582
	Iteration 12Q: 3 clusters Score -2270845 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2270904.500000 Penalty: 4808.621582
	Iteration 13Q: 3 clusters Score -2270904 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2270967.000000 Penalty: 4808.621582
	Iteration 14Q: 3 clusters Score -2270967 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2271011.000000 Penalty: 4808.621582
	Iteration 15Q: 3 clusters Score -2271011 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2271058.750000 Penalty: 4808.621582
	Iteration 16Q: 3 clusters Score -2271059 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2271087.250000 Penalty: 4808.621582
	Iteration 17Q: 3 clusters Score -2271087 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2271106.250000 Penalty: 4808.621582
	Iteration 18Q: 3 clusters Score -2271106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2271144.500000 Penalty: 4808.621582
	Iteration 19Q: 3 clusters Score -2271144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2271165.750000 Penalty: 4808.621582
	Iteration 20F: 3 clusters Score -2271166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2271187.750000 Penalty: 4808.621582
	Iteration 21Q: 3 clusters Score -2271188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2271198.000000 Penalty: 4808.621582
	Iteration 22Q: 3 clusters Score -2271198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2271232.500000 Penalty: 4808.621582
	Iteration 23Q: 3 clusters Score -2271232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2271247.500000 Penalty: 4808.621582
	Iteration 24Q: 3 clusters Score -2271248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2271259.250000 Penalty: 4808.621582
	Iteration 25Q: 3 clusters Score -2271259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2271270.250000 Penalty: 4808.621582
	Iteration 26Q: 3 clusters Score -2271270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2271282.500000 Penalty: 4808.621582
	Iteration 27Q: 3 clusters Score -2271282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2271297.250000 Penalty: 4808.621582
	Iteration 28Q: 3 clusters Score -2271297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2271311.500000 Penalty: 4808.621582
	Iteration 29Q: 3 clusters Score -2271312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2271326.250000 Penalty: 4808.621582
	Iteration 30Q: 3 clusters Score -2271326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2271335.500000 Penalty: 4808.621582
	Iteration 31Q: 3 clusters Score -2271336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2271341.000000 Penalty: 4808.621582
	Iteration 32Q: 3 clusters Score -2271341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2271346.500000 Penalty: 4808.621582
	Iteration 33Q: 3 clusters Score -2271346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2271355.500000 Penalty: 4808.621582
	Iteration 34Q: 3 clusters Score -2271356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2271360.000000 Penalty: 4808.621582
	Iteration 35Q: 3 clusters Score -2271360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2271360.750000 Penalty: 4808.621582
	Iteration 36Q: 3 clusters Score -2271361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2271370.000000 Penalty: 4808.621582
	Iteration 37Q: 3 clusters Score -2271370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2271369.000000 Penalty: 4808.621582
	Iteration 38Q: 3 clusters Score -2271369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2271372.250000 Penalty: 4808.621582
	Iteration 39Q: 3 clusters Score -2271372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2271373.250000 Penalty: 4808.621582
	Iteration 40F: 3 clusters Score -2271373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2271389.250000 Penalty: 4808.621582
	Iteration 41Q: 3 clusters Score -2271389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2271387.750000 Penalty: 4808.621582
	Iteration 42Q: 3 clusters Score -2271388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2271397.750000 Penalty: 4808.621582
	Iteration 43Q: 3 clusters Score -2271398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2271399.000000 Penalty: 4808.621582
	Iteration 44Q: 3 clusters Score -2271399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2271404.750000 Penalty: 4808.621582
	Iteration 45Q: 3 clusters Score -2271405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2271406.750000 Penalty: 4808.621582
	Iteration 46Q: 3 clusters Score -2271407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2271415.500000 Penalty: 4808.621582
	Iteration 47Q: 3 clusters Score -2271416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2271425.250000 Penalty: 4808.621582
	Iteration 48Q: 3 clusters Score -2271425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2271436.250000 Penalty: 4808.621582
	Iteration 49Q: 3 clusters Score -2271436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2271442.750000 Penalty: 4808.621582
	Iteration 50Q: 3 clusters Score -2271443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2271446.000000 Penalty: 4808.621582
	Iteration 51Q: 3 clusters Score -2271446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2271454.750000 Penalty: 4808.621582
	Iteration 52Q: 3 clusters Score -2271455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2271464.250000 Penalty: 4808.621582
	Iteration 53Q: 3 clusters Score -2271464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2271472.750000 Penalty: 4808.621582
	Iteration 54Q: 3 clusters Score -2271473 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2271477.500000 Penalty: 4808.621582
	Iteration 55Q: 3 clusters Score -2271478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2271496.000000 Penalty: 4808.621582
	Iteration 56Q: 3 clusters Score -2271496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2271493.000000 Penalty: 4808.621582
	Iteration 57Q: 3 clusters Score -2271493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2271494.750000 Penalty: 4808.621582
	Iteration 58Q: 3 clusters Score -2271495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2271495.750000 Penalty: 4808.621582
	Iteration 59Q: 3 clusters Score -2271496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2271507.000000 Penalty: 4808.621582
	Iteration 60F: 3 clusters Score -2271507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2271505.750000 Penalty: 4808.621582
	Iteration 61Q: 3 clusters Score -2271506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2271505.500000 Penalty: 4808.621582
	Iteration 62Q: 3 clusters Score -2271506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2271505.750000 Penalty: 4808.621582
	Iteration 63Q: 3 clusters Score -2271506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2271505.500000 Penalty: 4808.621582
	Iteration 64Q: 3 clusters Score -2271506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2271508.750000 Penalty: 4808.621582
	Iteration 65Q: 3 clusters Score -2271509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2271508.000000 Penalty: 4808.621582
	Iteration 66Q: 3 clusters Score -2271508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2271513.250000 Penalty: 4808.621582
	Iteration 67Q: 3 clusters Score -2271513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2271513.750000 Penalty: 4808.621582
	Iteration 68Q: 3 clusters Score -2271514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2271510.250000 Penalty: 4808.621582
	Iteration 69Q: 3 clusters Score -2271510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2271513.000000 Penalty: 4808.621582
	Iteration 70Q: 3 clusters Score -2271513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2271512.250000 Penalty: 4808.621582
	Iteration 71Q: 3 clusters Score -2271512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2271508.000000 Penalty: 4808.621582
	Iteration 72Q: 3 clusters Score -2271508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2271512.500000 Penalty: 4808.621582
	Iteration 73Q: 3 clusters Score -2271512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2271512.000000 Penalty: 4808.621582
	Iteration 74Q: 3 clusters Score -2271512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2271513.500000 Penalty: 4808.621582
	Iteration 75Q: 3 clusters Score -2271514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2271514.250000 Penalty: 4808.621582
	Iteration 76Q: 3 clusters Score -2271514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2271515.250000 Penalty: 4808.621582
	Iteration 77Q: 3 clusters Score -2271515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2271516.000000 Penalty: 4808.621582
	Iteration 78Q: 3 clusters Score -2271516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2271515.250000 Penalty: 4808.621582
	Iteration 79Q: 3 clusters Score -2271515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2271513.750000 Penalty: 4808.621582
	Iteration 80F: 3 clusters Score -2271514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2271512.750000 Penalty: 4808.621582
	Iteration 81Q: 3 clusters Score -2271513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2271513.000000 Penalty: 4808.621582
	Iteration 82Q: 3 clusters Score -2271513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2271518.750000 Penalty: 4808.621582
	Iteration 83Q: 3 clusters Score -2271519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2271516.250000 Penalty: 4808.621582
	Iteration 84Q: 3 clusters Score -2271516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2271517.000000 Penalty: 4808.621582
	Iteration 85Q: 3 clusters Score -2271517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2271516.500000 Penalty: 4808.621582
	Iteration 86Q: 3 clusters Score -2271516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2271515.500000 Penalty: 4808.621582
	Iteration 87Q: 3 clusters Score -2271516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2271514.250000 Penalty: 4808.621582
	Iteration 88Q: 3 clusters Score -2271514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2271518.500000 Penalty: 4808.621582
	Iteration 89Q: 3 clusters Score -2271518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2271516.000000 Penalty: 4808.621582
	Iteration 90Q: 3 clusters Score -2271516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2271516.000000 Penalty: 4808.621582
	Iteration 91F: 3 clusters Score -2271516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -2346186.000000 Penalty: 2391.326904
	Iteration 0F: 2 clusters Score -2346186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2335080.500000 Penalty: 4782.653809
	Iteration 0F: 3 clusters Score -2335080 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2338498.000000 Penalty: 4782.653809
	Iteration 1F: 3 clusters Score -2338498 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2338856.000000 Penalty: 4782.653809
	Iteration 2F: 3 clusters Score -2338856 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2339137.000000 Penalty: 4782.653809
	Iteration 3Q: 3 clusters Score -2339137 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2339470.500000 Penalty: 4782.653809
	Iteration 4Q: 3 clusters Score -2339470 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2339901.500000 Penalty: 4782.653809
	Iteration 5Q: 3 clusters Score -2339902 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2340509.000000 Penalty: 4782.653809
	Iteration 6F: 3 clusters Score -2340509 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2341246.500000 Penalty: 4782.653809
	Iteration 7F: 3 clusters Score -2341246 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2342091.000000 Penalty: 4782.653809
	Iteration 8F: 3 clusters Score -2342091 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2342897.000000 Penalty: 4782.653809
	Iteration 9F: 3 clusters Score -2342897 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2343511.000000 Penalty: 4782.653809
	Iteration 10F: 3 clusters Score -2343511 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2343893.000000 Penalty: 4782.653809
	Iteration 11Q: 3 clusters Score -2343893 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2344164.750000 Penalty: 4782.653809
	Iteration 12Q: 3 clusters Score -2344165 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2344317.750000 Penalty: 4782.653809
	Iteration 13Q: 3 clusters Score -2344318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2344414.750000 Penalty: 4782.653809
	Iteration 14Q: 3 clusters Score -2344415 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2344480.000000 Penalty: 4782.653809
	Iteration 15Q: 3 clusters Score -2344480 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2344506.000000 Penalty: 4782.653809
	Iteration 16Q: 3 clusters Score -2344506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2344538.750000 Penalty: 4782.653809
	Iteration 17Q: 3 clusters Score -2344539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2344566.500000 Penalty: 4782.653809
	Iteration 18Q: 3 clusters Score -2344566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2344585.500000 Penalty: 4782.653809
	Iteration 19Q: 3 clusters Score -2344586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2344604.000000 Penalty: 4782.653809
	Iteration 20F: 3 clusters Score -2344604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2344617.250000 Penalty: 4782.653809
	Iteration 21Q: 3 clusters Score -2344617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2344626.000000 Penalty: 4782.653809
	Iteration 22Q: 3 clusters Score -2344626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2344638.250000 Penalty: 4782.653809
	Iteration 23Q: 3 clusters Score -2344638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2344658.250000 Penalty: 4782.653809
	Iteration 24Q: 3 clusters Score -2344658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2344682.750000 Penalty: 4782.653809
	Iteration 25Q: 3 clusters Score -2344683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2344710.250000 Penalty: 4782.653809
	Iteration 26Q: 3 clusters Score -2344710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2344753.000000 Penalty: 4782.653809
	Iteration 27Q: 3 clusters Score -2344753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2344788.500000 Penalty: 4782.653809
	Iteration 28Q: 3 clusters Score -2344788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2344829.750000 Penalty: 4782.653809
	Iteration 29Q: 3 clusters Score -2344830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2344889.500000 Penalty: 4782.653809
	Iteration 30Q: 3 clusters Score -2344890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2344977.250000 Penalty: 4782.653809
	Iteration 31Q: 3 clusters Score -2344977 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2345134.500000 Penalty: 4782.653809
	Iteration 32Q: 3 clusters Score -2345134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2345277.000000 Penalty: 4782.653809
	Iteration 33Q: 3 clusters Score -2345277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2345345.250000 Penalty: 4782.653809
	Iteration 34Q: 3 clusters Score -2345345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2345387.250000 Penalty: 4782.653809
	Iteration 35Q: 3 clusters Score -2345387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2345399.000000 Penalty: 4782.653809
	Iteration 36Q: 3 clusters Score -2345399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2345406.250000 Penalty: 4782.653809
	Iteration 37Q: 3 clusters Score -2345406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2345415.750000 Penalty: 4782.653809
	Iteration 38Q: 3 clusters Score -2345416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2345419.000000 Penalty: 4782.653809
	Iteration 39Q: 3 clusters Score -2345419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2345425.750000 Penalty: 4782.653809
	Iteration 40F: 3 clusters Score -2345426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2345423.250000 Penalty: 4782.653809
	Iteration 41Q: 3 clusters Score -2345423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2345425.000000 Penalty: 4782.653809
	Iteration 42Q: 3 clusters Score -2345425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2345421.750000 Penalty: 4782.653809
	Iteration 43Q: 3 clusters Score -2345422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2345421.250000 Penalty: 4782.653809
	Iteration 44Q: 3 clusters Score -2345421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2345423.750000 Penalty: 4782.653809
	Iteration 45Q: 3 clusters Score -2345424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2345426.500000 Penalty: 4782.653809
	Iteration 46Q: 3 clusters Score -2345426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2345425.000000 Penalty: 4782.653809
	Iteration 47Q: 3 clusters Score -2345425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2345425.000000 Penalty: 4782.653809
	Iteration 48F: 3 clusters Score -2345425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -359218.000000 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -359218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -356252.125000 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -356252.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -356975.593750 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -356975.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -357278.406250 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -357278.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -357506.500000 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -357506.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357688.281250 Penalty: 3891.714844
	Iteration 4F: 3 clusters Score -357688.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -357823.250000 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -357823.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357923.500000 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -357923.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -357997.312500 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -357997.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -358074.250000 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -358074.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -358119.406250 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -358119.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -358144.093750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -358144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -358163.312500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -358163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -358180.781250 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -358180.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -358198.437500 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -358198.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -358206.906250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -358206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -358213.718750 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -358213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -358222.000000 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -358222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -358230.218750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -358230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -358235.125000 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -358235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -358242.656250 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -358242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -358248.968750 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -358249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -358252.406250 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -358252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -358254.906250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -358254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -358258.125000 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -358258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -358259.000000 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -358259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -358262.343750 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -358262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -358266.750000 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -358266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -358268.750000 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -358268.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -358273.375000 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -358273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -358274.781250 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -358274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -358274.375000 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -358274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -358275.406250 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -358275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -358276.187500 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -358276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358276.625000 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -358276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358276.625000 Penalty: 3891.714844
	Iteration 34F: 3 clusters Score -358276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Entering Unmasked Estep 
Score: -5515892.500000 Penalty: 2604.712646
	Iteration 0F: 2 clusters Score -5515892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -5491251.500000 Penalty: 5209.425293
	Iteration 0F: 3 clusters Score -5491252 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5500503.000000 Penalty: 5209.425293
	Iteration 1F: 3 clusters Score -5500503 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5501148.500000 Penalty: 5209.425293
	Iteration 2Q: 3 clusters Score -5501148 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5501838.500000 Penalty: 5209.425293
	Iteration 3Q: 3 clusters Score -5501838 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5502449.000000 Penalty: 5209.425293
	Iteration 4Q: 3 clusters Score -5502449 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5503031.500000 Penalty: 5209.425293
	Iteration 5Q: 3 clusters Score -5503032 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5503552.500000 Penalty: 5209.425293
	Iteration 6Q: 3 clusters Score -5503552 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -5504113.500000 Penalty: 5209.425293
	Iteration 7Q: 3 clusters Score -5504114 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5504693.500000 Penalty: 5209.425293
	Iteration 8Q: 3 clusters Score -5504694 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -5505280.500000 Penalty: 5209.425293
	Iteration 9Q: 3 clusters Score -5505280 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5505954.500000 Penalty: 5209.425293
	Iteration 10Q: 3 clusters Score -5505954 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5506792.500000 Penalty: 5209.425293
	Iteration 11Q: 3 clusters Score -5506792 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5507885.000000 Penalty: 5209.425293
	Iteration 12Q: 3 clusters Score -5507885 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5509029.000000 Penalty: 5209.425293
	Iteration 13Q: 3 clusters Score -5509029 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5510071.000000 Penalty: 5209.425293
	Iteration 14Q: 3 clusters Score -5510071 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -5510914.000000 Penalty: 5209.425293
	Iteration 15Q: 3 clusters Score -5510914 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5511592.500000 Penalty: 5209.425293
	Iteration 16Q: 3 clusters Score -5511592 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5512176.500000 Penalty: 5209.425293
	Iteration 17Q: 3 clusters Score -5512176 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5512629.000000 Penalty: 5209.425293
	Iteration 18Q: 3 clusters Score -5512629 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -5512955.000000 Penalty: 5209.425293
	Iteration 19Q: 3 clusters Score -5512955 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5513179.000000 Penalty: 5209.425293
	Iteration 20F: 3 clusters Score -5513179 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5513346.500000 Penalty: 5209.425293
	Iteration 21Q: 3 clusters Score -5513346 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5513493.000000 Penalty: 5209.425293
	Iteration 22Q: 3 clusters Score -5513493 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -5513613.500000 Penalty: 5209.425293
	Iteration 23Q: 3 clusters Score -5513614 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5513738.000000 Penalty: 5209.425293
	Iteration 24Q: 3 clusters Score -5513738 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5513827.500000 Penalty: 5209.425293
	Iteration 25Q: 3 clusters Score -5513828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -5513879.000000 Penalty: 5209.425293
	Iteration 26Q: 3 clusters Score -5513879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -5513917.000000 Penalty: 5209.425293
	Iteration 27Q: 3 clusters Score -5513917 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5513948.500000 Penalty: 5209.425293
	Iteration 28Q: 3 clusters Score -5513948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5513998.000000 Penalty: 5209.425293
	Iteration 29Q: 3 clusters Score -5513998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -5514051.500000 Penalty: 5209.425293
	Iteration 30Q: 3 clusters Score -5514052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -5514075.000000 Penalty: 5209.425293
	Iteration 31Q: 3 clusters Score -5514075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5514105.500000 Penalty: 5209.425293
	Iteration 32Q: 3 clusters Score -5514106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5514133.000000 Penalty: 5209.425293
	Iteration 33Q: 3 clusters Score -5514133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5514157.000000 Penalty: 5209.425293
	Iteration 34Q: 3 clusters Score -5514157 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5514178.500000 Penalty: 5209.425293
	Iteration 35Q: 3 clusters Score -5514178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5514200.500000 Penalty: 5209.425293
	Iteration 36Q: 3 clusters Score -5514200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5514217.500000 Penalty: 5209.425293
	Iteration 37Q: 3 clusters Score -5514218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5514225.000000 Penalty: 5209.425293
	Iteration 38Q: 3 clusters Score -5514225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5514225.500000 Penalty: 5209.425293
	Iteration 39Q: 3 clusters Score -5514226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5514242.500000 Penalty: 5209.425293
	Iteration 40F: 3 clusters Score -5514242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5514247.000000 Penalty: 5209.425293
	Iteration 41Q: 3 clusters Score -5514247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5514239.500000 Penalty: 5209.425293
	Iteration 42Q: 3 clusters Score -5514240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5514252.500000 Penalty: 5209.425293
	Iteration 43Q: 3 clusters Score -5514252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5514252.500000 Penalty: 5209.425293
	Iteration 44Q: 3 clusters Score -5514252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5514252.500000 Penalty: 5209.425293
	Iteration 45Q: 3 clusters Score -5514252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5514267.500000 Penalty: 5209.425293
	Iteration 46Q: 3 clusters Score -5514268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5514257.500000 Penalty: 5209.425293
	Iteration 47Q: 3 clusters Score -5514258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5514278.500000 Penalty: 5209.425293
	Iteration 48Q: 3 clusters Score -5514278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5514277.500000 Penalty: 5209.425293
	Iteration 49Q: 3 clusters Score -5514278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5514294.000000 Penalty: 5209.425293
	Iteration 50Q: 3 clusters Score -5514294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5514300.000000 Penalty: 5209.425293
	Iteration 51Q: 3 clusters Score -5514300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5514303.000000 Penalty: 5209.425293
	Iteration 52Q: 3 clusters Score -5514303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5514309.000000 Penalty: 5209.425293
	Iteration 53Q: 3 clusters Score -5514309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5514319.500000 Penalty: 5209.425293
	Iteration 54Q: 3 clusters Score -5514320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5514326.500000 Penalty: 5209.425293
	Iteration 55Q: 3 clusters Score -5514326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5514330.000000 Penalty: 5209.425293
	Iteration 56Q: 3 clusters Score -5514330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5514355.000000 Penalty: 5209.425293
	Iteration 57Q: 3 clusters Score -5514355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5514355.000000 Penalty: 5209.425293
	Iteration 58Q: 3 clusters Score -5514355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5514353.500000 Penalty: 5209.425293
	Iteration 59Q: 3 clusters Score -5514354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5514345.500000 Penalty: 5209.425293
	Iteration 60F: 3 clusters Score -5514346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5514332.000000 Penalty: 5209.425293
	Iteration 61Q: 3 clusters Score -5514332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5514339.500000 Penalty: 5209.425293
	Iteration 62Q: 3 clusters Score -5514340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5514339.000000 Penalty: 5209.425293
	Iteration 63Q: 3 clusters Score -5514339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5514345.000000 Penalty: 5209.425293
	Iteration 64Q: 3 clusters Score -5514345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5514346.000000 Penalty: 5209.425293
	Iteration 65Q: 3 clusters Score -5514346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5514348.000000 Penalty: 5209.425293
	Iteration 66Q: 3 clusters Score -5514348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5514350.000000 Penalty: 5209.425293
	Iteration 67Q: 3 clusters Score -5514350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5514353.000000 Penalty: 5209.425293
	Iteration 68Q: 3 clusters Score -5514353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5514354.500000 Penalty: 5209.425293
	Iteration 69Q: 3 clusters Score -5514354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5514351.000000 Penalty: 5209.425293
	Iteration 70Q: 3 clusters Score -5514351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5514355.500000 Penalty: 5209.425293
	Iteration 71Q: 3 clusters Score -5514356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5514362.000000 Penalty: 5209.425293
	Iteration 72Q: 3 clusters Score -5514362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5514361.500000 Penalty: 5209.425293
	Iteration 73Q: 3 clusters Score -5514362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5514364.000000 Penalty: 5209.425293
	Iteration 74Q: 3 clusters Score -5514364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5514366.000000 Penalty: 5209.425293
	Iteration 75Q: 3 clusters Score -5514366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5514369.500000 Penalty: 5209.425293
	Iteration 76Q: 3 clusters Score -5514370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5514366.000000 Penalty: 5209.425293
	Iteration 77Q: 3 clusters Score -5514366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5514366.000000 Penalty: 5209.425293
	Iteration 78F: 3 clusters Score -5514366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -16022.925781 Penalty: 1221.958984
	Iteration 0F: 2 clusters Score -16022.93 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 73 members 
Entering Unmasked Estep 
Score: -15407.697266 Penalty: 2443.917969
	Iteration 0F: 3 clusters Score -15407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15483.541016 Penalty: 2443.917969
	Iteration 1F: 3 clusters Score -15483.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -15514.009766 Penalty: 2443.917969
	Iteration 2Q: 3 clusters Score -15514.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15551.989258 Penalty: 2443.917969
	Iteration 3Q: 3 clusters Score -15551.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15572.267578 Penalty: 2443.917969
	Iteration 4Q: 3 clusters Score -15572.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15572.267578 Penalty: 2443.917969
	Iteration 5F: 3 clusters Score -15572.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -91668.328125 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -91668.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90098.601562 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -90098.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90468.507812 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -90468.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90608.953125 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -90608.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90675.718750 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -90675.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90709.820312 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -90709.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90737.609375 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -90737.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90749.250000 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -90749.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90765.171875 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -90765.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90774.000000 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -90774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90778.835938 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -90778.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90780.343750 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -90780.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90784.328125 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -90784.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90786.117188 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -90786.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90788.164062 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -90788.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90788.164062 Penalty: 3240.759277
	Iteration 14F: 3 clusters Score -90788.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Entering Unmasked Estep 
Score: -417376.218750 Penalty: 1968.557495
	Iteration 0F: 2 clusters Score -417376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -414251.718750 Penalty: 3937.114990
	Iteration 0F: 3 clusters Score -414251.7 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -414858.468750 Penalty: 3937.114990
	Iteration 1F: 3 clusters Score -414858.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -415044.937500 Penalty: 3937.114990
	Iteration 2F: 3 clusters Score -415044.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -415154.906250 Penalty: 3937.114990
	Iteration 3Q: 3 clusters Score -415154.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415229.281250 Penalty: 3937.114990
	Iteration 4Q: 3 clusters Score -415229.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415281.937500 Penalty: 3937.114990
	Iteration 5Q: 3 clusters Score -415281.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -415334.062500 Penalty: 3937.114990
	Iteration 6Q: 3 clusters Score -415334.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -415376.093750 Penalty: 3937.114990
	Iteration 7Q: 3 clusters Score -415376.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -415405.843750 Penalty: 3937.114990
	Iteration 8Q: 3 clusters Score -415405.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -415428.843750 Penalty: 3937.114990
	Iteration 9Q: 3 clusters Score -415428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -415450.375000 Penalty: 3937.114990
	Iteration 10Q: 3 clusters Score -415450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -415476.875000 Penalty: 3937.114990
	Iteration 11Q: 3 clusters Score -415476.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -415503.718750 Penalty: 3937.114990
	Iteration 12Q: 3 clusters Score -415503.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -415519.000000 Penalty: 3937.114990
	Iteration 13Q: 3 clusters Score -415519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -415526.843750 Penalty: 3937.114990
	Iteration 14Q: 3 clusters Score -415526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -415533.468750 Penalty: 3937.114990
	Iteration 15Q: 3 clusters Score -415533.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -415539.625000 Penalty: 3937.114990
	Iteration 16Q: 3 clusters Score -415539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415545.375000 Penalty: 3937.114990
	Iteration 17Q: 3 clusters Score -415545.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415550.656250 Penalty: 3937.114990
	Iteration 18Q: 3 clusters Score -415550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415555.500000 Penalty: 3937.114990
	Iteration 19Q: 3 clusters Score -415555.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -415558.906250 Penalty: 3937.114990
	Iteration 20F: 3 clusters Score -415558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -415560.406250 Penalty: 3937.114990
	Iteration 21Q: 3 clusters Score -415560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -415562.687500 Penalty: 3937.114990
	Iteration 22Q: 3 clusters Score -415562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -415563.343750 Penalty: 3937.114990
	Iteration 23Q: 3 clusters Score -415563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415565.250000 Penalty: 3937.114990
	Iteration 24Q: 3 clusters Score -415565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -415564.906250 Penalty: 3937.114990
	Iteration 25Q: 3 clusters Score -415564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415564.750000 Penalty: 3937.114990
	Iteration 26Q: 3 clusters Score -415564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415564.750000 Penalty: 3937.114990
	Iteration 27F: 3 clusters Score -415564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Entering Unmasked Estep 
Score: -2054115.125000 Penalty: 2362.201416
	Iteration 0F: 2 clusters Score -2054115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2044113.500000 Penalty: 4724.402832
	Iteration 0F: 3 clusters Score -2044114 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2047233.750000 Penalty: 4724.402832
	Iteration 1F: 3 clusters Score -2047234 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2047826.000000 Penalty: 4724.402832
	Iteration 2F: 3 clusters Score -2047826 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2048658.125000 Penalty: 4724.402832
	Iteration 3F: 3 clusters Score -2048658 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2049697.750000 Penalty: 4724.402832
	Iteration 4F: 3 clusters Score -2049698 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2050733.000000 Penalty: 4724.402832
	Iteration 5F: 3 clusters Score -2050733 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2051564.125000 Penalty: 4724.402832
	Iteration 6F: 3 clusters Score -2051564 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2052225.000000 Penalty: 4724.402832
	Iteration 7F: 3 clusters Score -2052225 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2052647.000000 Penalty: 4724.402832
	Iteration 8Q: 3 clusters Score -2052647 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2052882.125000 Penalty: 4724.402832
	Iteration 9Q: 3 clusters Score -2052882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2052996.375000 Penalty: 4724.402832
	Iteration 10Q: 3 clusters Score -2052996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2053063.250000 Penalty: 4724.402832
	Iteration 11Q: 3 clusters Score -2053063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2053109.125000 Penalty: 4724.402832
	Iteration 12Q: 3 clusters Score -2053109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2053142.375000 Penalty: 4724.402832
	Iteration 13Q: 3 clusters Score -2053142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2053173.375000 Penalty: 4724.402832
	Iteration 14Q: 3 clusters Score -2053173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2053200.375000 Penalty: 4724.402832
	Iteration 15Q: 3 clusters Score -2053200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2053223.625000 Penalty: 4724.402832
	Iteration 16Q: 3 clusters Score -2053224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2053245.875000 Penalty: 4724.402832
	Iteration 17Q: 3 clusters Score -2053246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2053264.250000 Penalty: 4724.402832
	Iteration 18Q: 3 clusters Score -2053264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2053284.500000 Penalty: 4724.402832
	Iteration 19Q: 3 clusters Score -2053284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2053298.500000 Penalty: 4724.402832
	Iteration 20F: 3 clusters Score -2053298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2053314.500000 Penalty: 4724.402832
	Iteration 21Q: 3 clusters Score -2053314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2053332.750000 Penalty: 4724.402832
	Iteration 22Q: 3 clusters Score -2053333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2053349.250000 Penalty: 4724.402832
	Iteration 23Q: 3 clusters Score -2053349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2053363.125000 Penalty: 4724.402832
	Iteration 24Q: 3 clusters Score -2053363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2053376.125000 Penalty: 4724.402832
	Iteration 25Q: 3 clusters Score -2053376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2053389.125000 Penalty: 4724.402832
	Iteration 26Q: 3 clusters Score -2053389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2053410.625000 Penalty: 4724.402832
	Iteration 27Q: 3 clusters Score -2053411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2053422.875000 Penalty: 4724.402832
	Iteration 28Q: 3 clusters Score -2053423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2053439.000000 Penalty: 4724.402832
	Iteration 29Q: 3 clusters Score -2053439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2053449.000000 Penalty: 4724.402832
	Iteration 30Q: 3 clusters Score -2053449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2053456.625000 Penalty: 4724.402832
	Iteration 31Q: 3 clusters Score -2053457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2053463.500000 Penalty: 4724.402832
	Iteration 32Q: 3 clusters Score -2053464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2053463.750000 Penalty: 4724.402832
	Iteration 33Q: 3 clusters Score -2053464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2053464.375000 Penalty: 4724.402832
	Iteration 34Q: 3 clusters Score -2053464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2053467.000000 Penalty: 4724.402832
	Iteration 35Q: 3 clusters Score -2053467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2053471.125000 Penalty: 4724.402832
	Iteration 36Q: 3 clusters Score -2053471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2053469.250000 Penalty: 4724.402832
	Iteration 37Q: 3 clusters Score -2053469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2053470.250000 Penalty: 4724.402832
	Iteration 38Q: 3 clusters Score -2053470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2053468.375000 Penalty: 4724.402832
	Iteration 39Q: 3 clusters Score -2053468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2053468.375000 Penalty: 4724.402832
	Iteration 40F: 3 clusters Score -2053468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -510864.187500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -510864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -507399.437500 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -507399.4 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -508160.343750 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -508160.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -508387.093750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -508387.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -508610.531250 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -508610.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -508827.468750 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -508827.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -509019.468750 Penalty: 4033.531006
	Iteration 5F: 3 clusters Score -509019.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -509160.531250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -509160.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -509277.500000 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -509277.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -509380.406250 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -509380.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -509444.312500 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -509444.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -509497.468750 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -509497.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -509543.531250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -509543.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -509579.531250 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -509579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -509600.343750 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -509600.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -509617.343750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -509617.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -509633.656250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -509633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -509644.000000 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -509644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -509656.875000 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -509656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -509667.218750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -509667.2 nChanged 12
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: -509678.843750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -509678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -509700.343750 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -509700.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -509719.031250 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -509719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -509744.468750 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -509744.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -509763.468750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -509763.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -509782.218750 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -509782.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -509800.937500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -509800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -509817.437500 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -509817.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -509831.312500 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -509831.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -509843.312500 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -509843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -509848.656250 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -509848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -509858.437500 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -509858.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509871.750000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -509871.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -509885.406250 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -509885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -509891.843750 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -509891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -509895.062500 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -509895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -509896.281250 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -509896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -509898.656250 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -509898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -509900.406250 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -509900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -509901.406250 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -509901.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -509904.125000 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -509904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -509907.531250 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -509907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -509909.187500 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -509909.2 nChanged 1
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: -509910.906250 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -509910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -509911.781250 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -509911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -509911.781250 Penalty: 4033.531006
	Iteration 44F: 3 clusters Score -509911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -361042.937500 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -361042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -358200.281250 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -358200.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -358902.718750 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -358902.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -359178.718750 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -359178.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -359418.781250 Penalty: 3853.402344
	Iteration 3F: 3 clusters Score -359418.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -359676.375000 Penalty: 3853.402344
	Iteration 4F: 3 clusters Score -359676.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -359864.187500 Penalty: 3853.402344
	Iteration 5F: 3 clusters Score -359864.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -360008.000000 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -360008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -360111.343750 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -360111.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -360198.843750 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -360198.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -360252.062500 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -360252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -360278.968750 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -360279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -360307.031250 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -360307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -360328.281250 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -360328.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -360343.312500 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -360343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -360357.218750 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -360357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -360361.656250 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -360361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -360368.187500 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -360368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -360372.937500 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -360372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -360376.062500 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -360376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -360376.062500 Penalty: 3853.402344
	Iteration 19F: 3 clusters Score -360376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -449024.531250 Penalty: 2016.692505
	Iteration 0F: 2 clusters Score -449024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -445538.531250 Penalty: 4033.385010
	Iteration 0F: 3 clusters Score -445538.5 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -446585.343750 Penalty: 4033.385010
	Iteration 1F: 3 clusters Score -446585.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -446998.343750 Penalty: 4033.385010
	Iteration 2F: 3 clusters Score -446998.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -447319.281250 Penalty: 4033.385010
	Iteration 3F: 3 clusters Score -447319.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -447555.125000 Penalty: 4033.385010
	Iteration 4F: 3 clusters Score -447555.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -447789.656250 Penalty: 4033.385010
	Iteration 5F: 3 clusters Score -447789.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -448013.406250 Penalty: 4033.385010
	Iteration 6Q: 3 clusters Score -448013.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -448170.468750 Penalty: 4033.385010
	Iteration 7Q: 3 clusters Score -448170.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -448275.875000 Penalty: 4033.385010
	Iteration 8Q: 3 clusters Score -448275.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -448357.343750 Penalty: 4033.385010
	Iteration 9Q: 3 clusters Score -448357.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -448413.281250 Penalty: 4033.385010
	Iteration 10Q: 3 clusters Score -448413.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -448443.718750 Penalty: 4033.385010
	Iteration 11Q: 3 clusters Score -448443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -448459.593750 Penalty: 4033.385010
	Iteration 12Q: 3 clusters Score -448459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -448468.625000 Penalty: 4033.385010
	Iteration 13Q: 3 clusters Score -448468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -448476.281250 Penalty: 4033.385010
	Iteration 14Q: 3 clusters Score -448476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -448482.375000 Penalty: 4033.385010
	Iteration 15Q: 3 clusters Score -448482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -448483.125000 Penalty: 4033.385010
	Iteration 16Q: 3 clusters Score -448483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -448483.531250 Penalty: 4033.385010
	Iteration 17Q: 3 clusters Score -448483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -448483.531250 Penalty: 4033.385010
	Iteration 18F: 3 clusters Score -448483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -189365.859375 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -189365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -187198.109375 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -187198.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -187696.812500 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -187696.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188081.359375 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -188081.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188437.421875 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -188437.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188591.828125 Penalty: 3584.199707
	Iteration 4F: 3 clusters Score -188591.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188669.234375 Penalty: 3584.199707
	Iteration 5Q: 3 clusters Score -188669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -188715.281250 Penalty: 3584.199707
	Iteration 6Q: 3 clusters Score -188715.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -188773.062500 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -188773.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188806.703125 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -188806.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -188830.578125 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -188830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188842.718750 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -188842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188858.562500 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -188858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188875.312500 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -188875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188879.500000 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -188879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -188880.812500 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -188880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -188880.812500 Penalty: 3584.199707
	Iteration 15F: 3 clusters Score -188880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -646161.937500 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -646161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -641996.187500 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -641996.2 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -642932.250000 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -642932.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -643130.250000 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -643130.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -643272.687500 Penalty: 4167.172852
	Iteration 3Q: 3 clusters Score -643272.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -643373.875000 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -643373.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -643447.750000 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -643447.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -643509.250000 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -643509.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -643552.937500 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -643552.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -643598.312500 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -643598.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -643641.500000 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -643641.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -643688.500000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -643688.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -643755.687500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -643755.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -643814.750000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -643814.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -643859.500000 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -643859.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -643899.187500 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -643899.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -643937.312500 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -643937.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -643982.062500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -643982.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -644020.000000 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -644020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -644054.750000 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -644054.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -644084.125000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -644084.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -644111.500000 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -644111.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -644155.812500 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -644155.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -644196.875000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -644196.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -644229.812500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -644229.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -644257.562500 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -644257.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -644275.625000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -644275.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -644296.312500 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -644296.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -644321.500000 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -644321.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -644350.125000 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -644350.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -644373.062500 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -644373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -644390.187500 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -644390.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -644408.750000 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -644408.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -644425.812500 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -644425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -644440.437500 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -644440.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -644450.750000 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -644450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -644458.937500 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -644458.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -644472.937500 Penalty: 4167.172852
	Iteration 36Q: 3 clusters Score -644472.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -644487.875000 Penalty: 4167.172852
	Iteration 37Q: 3 clusters Score -644487.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -644500.125000 Penalty: 4167.172852
	Iteration 38Q: 3 clusters Score -644500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -644508.250000 Penalty: 4167.172852
	Iteration 39Q: 3 clusters Score -644508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -644514.750000 Penalty: 4167.172852
	Iteration 40F: 3 clusters Score -644514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -644517.937500 Penalty: 4167.172852
	Iteration 41Q: 3 clusters Score -644517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -644521.562500 Penalty: 4167.172852
	Iteration 42Q: 3 clusters Score -644521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -644526.000000 Penalty: 4167.172852
	Iteration 43Q: 3 clusters Score -644526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -644526.437500 Penalty: 4167.172852
	Iteration 44Q: 3 clusters Score -644526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -644527.687500 Penalty: 4167.172852
	Iteration 45Q: 3 clusters Score -644527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -644529.000000 Penalty: 4167.172852
	Iteration 46Q: 3 clusters Score -644529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -644528.125000 Penalty: 4167.172852
	Iteration 47Q: 3 clusters Score -644528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -644532.312500 Penalty: 4167.172852
	Iteration 48Q: 3 clusters Score -644532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -644536.625000 Penalty: 4167.172852
	Iteration 49Q: 3 clusters Score -644536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -644543.312500 Penalty: 4167.172852
	Iteration 50Q: 3 clusters Score -644543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -644547.125000 Penalty: 4167.172852
	Iteration 51Q: 3 clusters Score -644547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -644551.062500 Penalty: 4167.172852
	Iteration 52Q: 3 clusters Score -644551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -644555.000000 Penalty: 4167.172852
	Iteration 53Q: 3 clusters Score -644555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -644556.625000 Penalty: 4167.172852
	Iteration 54Q: 3 clusters Score -644556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -644556.937500 Penalty: 4167.172852
	Iteration 55Q: 3 clusters Score -644556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -644557.437500 Penalty: 4167.172852
	Iteration 56Q: 3 clusters Score -644557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -644558.312500 Penalty: 4167.172852
	Iteration 57Q: 3 clusters Score -644558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -644558.312500 Penalty: 4167.172852
	Iteration 58F: 3 clusters Score -644558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -93036.078125 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -93036.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91525.304688 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -91525.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91960.960938 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -91960.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92130.039062 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -92130.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92231.664062 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -92231.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92339.757812 Penalty: 3265.371094
	Iteration 4F: 3 clusters Score -92339.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92391.296875 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -92391.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92434.007812 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -92434.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -92456.593750 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -92456.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92469.218750 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -92469.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92481.976562 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -92481.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -92492.546875 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -92492.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -92497.625000 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -92497.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92500.859375 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -92500.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92500.859375 Penalty: 3265.371094
	Iteration 13F: 3 clusters Score -92500.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (95704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Entering Unmasked Estep 
Score: -14756246.000000 Penalty: 2844.315674
	Iteration 0F: 2 clusters Score -1.475625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -14692947.000000 Penalty: 5688.631348
	Iteration 0F: 3 clusters Score -1.469295e+07 nChanged 45057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -14718904.000000 Penalty: 5688.631348
	Iteration 1F: 3 clusters Score -1.47189e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -14720099.000000 Penalty: 5688.631348
	Iteration 2Q: 3 clusters Score -1.47201e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -14721487.000000 Penalty: 5688.631348
	Iteration 3Q: 3 clusters Score -1.472149e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -14723053.000000 Penalty: 5688.631348
	Iteration 4Q: 3 clusters Score -1.472305e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -14725000.000000 Penalty: 5688.631348
	Iteration 5Q: 3 clusters Score -1.4725e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -14727440.000000 Penalty: 5688.631348
	Iteration 6F: 3 clusters Score -1.472744e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -14730790.000000 Penalty: 5688.631348
	Iteration 7F: 3 clusters Score -1.473079e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -14734577.000000 Penalty: 5688.631348
	Iteration 8F: 3 clusters Score -1.473458e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -14737506.000000 Penalty: 5688.631348
	Iteration 9F: 3 clusters Score -1.473751e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -14739156.000000 Penalty: 5688.631348
	Iteration 10Q: 3 clusters Score -1.473916e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -14739991.000000 Penalty: 5688.631348
	Iteration 11Q: 3 clusters Score -1.473999e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -14740413.000000 Penalty: 5688.631348
	Iteration 12Q: 3 clusters Score -1.474041e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -14740758.000000 Penalty: 5688.631348
	Iteration 13Q: 3 clusters Score -1.474076e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -14741000.000000 Penalty: 5688.631348
	Iteration 14Q: 3 clusters Score -1.4741e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -14741270.000000 Penalty: 5688.631348
	Iteration 15Q: 3 clusters Score -1.474127e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -14741537.000000 Penalty: 5688.631348
	Iteration 16Q: 3 clusters Score -1.474154e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -14741877.000000 Penalty: 5688.631348
	Iteration 17Q: 3 clusters Score -1.474188e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -14742151.000000 Penalty: 5688.631348
	Iteration 18Q: 3 clusters Score -1.474215e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -14742496.000000 Penalty: 5688.631348
	Iteration 19Q: 3 clusters Score -1.47425e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -14742898.000000 Penalty: 5688.631348
	Iteration 20F: 3 clusters Score -1.47429e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -14743350.000000 Penalty: 5688.631348
	Iteration 21Q: 3 clusters Score -1.474335e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -14743747.000000 Penalty: 5688.631348
	Iteration 22Q: 3 clusters Score -1.474375e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -14744161.000000 Penalty: 5688.631348
	Iteration 23Q: 3 clusters Score -1.474416e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -14744562.000000 Penalty: 5688.631348
	Iteration 24Q: 3 clusters Score -1.474456e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -14745060.000000 Penalty: 5688.631348
	Iteration 25Q: 3 clusters Score -1.474506e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -14745663.000000 Penalty: 5688.631348
	Iteration 26Q: 3 clusters Score -1.474566e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -14746127.000000 Penalty: 5688.631348
	Iteration 27Q: 3 clusters Score -1.474613e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -14746738.000000 Penalty: 5688.631348
	Iteration 28Q: 3 clusters Score -1.474674e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 82111 members 
Entering Unmasked Estep 
Score: -14747278.000000 Penalty: 5688.631348
	Iteration 29Q: 3 clusters Score -1.474728e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -14747903.000000 Penalty: 5688.631348
	Iteration 30Q: 3 clusters Score -1.47479e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -14748660.000000 Penalty: 5688.631348
	Iteration 31Q: 3 clusters Score -1.474866e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -14749324.000000 Penalty: 5688.631348
	Iteration 32Q: 3 clusters Score -1.474932e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -14749863.000000 Penalty: 5688.631348
	Iteration 33Q: 3 clusters Score -1.474986e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -14750430.000000 Penalty: 5688.631348
	Iteration 34Q: 3 clusters Score -1.475043e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -14750962.000000 Penalty: 5688.631348
	Iteration 35Q: 3 clusters Score -1.475096e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -14751522.000000 Penalty: 5688.631348
	Iteration 36Q: 3 clusters Score -1.475152e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -14752080.000000 Penalty: 5688.631348
	Iteration 37Q: 3 clusters Score -1.475208e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -14752473.000000 Penalty: 5688.631348
	Iteration 38Q: 3 clusters Score -1.475247e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -14752846.000000 Penalty: 5688.631348
	Iteration 39Q: 3 clusters Score -1.475285e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 93324 members 
Entering Unmasked Estep 
Score: -14753137.000000 Penalty: 5688.631348
	Iteration 40F: 3 clusters Score -1.475314e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -14753354.000000 Penalty: 5688.631348
	Iteration 41Q: 3 clusters Score -1.475335e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -14753519.000000 Penalty: 5688.631348
	Iteration 42Q: 3 clusters Score -1.475352e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -14753630.000000 Penalty: 5688.631348
	Iteration 43Q: 3 clusters Score -1.475363e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 94205 members 
Entering Unmasked Estep 
Score: -14753699.000000 Penalty: 5688.631348
	Iteration 44Q: 3 clusters Score -1.47537e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 94301 members 
Entering Unmasked Estep 
Score: -14753764.000000 Penalty: 5688.631348
	Iteration 45Q: 3 clusters Score -1.475376e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -14753797.000000 Penalty: 5688.631348
	Iteration 46Q: 3 clusters Score -1.47538e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -14753828.000000 Penalty: 5688.631348
	Iteration 47Q: 3 clusters Score -1.475383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -14753885.000000 Penalty: 5688.631348
	Iteration 48Q: 3 clusters Score -1.475388e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -14753943.000000 Penalty: 5688.631348
	Iteration 49Q: 3 clusters Score -1.475394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -14753962.000000 Penalty: 5688.631348
	Iteration 50Q: 3 clusters Score -1.475396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -14753998.000000 Penalty: 5688.631348
	Iteration 51Q: 3 clusters Score -1.4754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -14754024.000000 Penalty: 5688.631348
	Iteration 52Q: 3 clusters Score -1.475402e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -14754084.000000 Penalty: 5688.631348
	Iteration 53Q: 3 clusters Score -1.475408e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -14754108.000000 Penalty: 5688.631348
	Iteration 54Q: 3 clusters Score -1.475411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -14754150.000000 Penalty: 5688.631348
	Iteration 55Q: 3 clusters Score -1.475415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
Score: -14754145.000000 Penalty: 5688.631348
	Iteration 56Q: 3 clusters Score -1.475414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -14754172.000000 Penalty: 5688.631348
	Iteration 57Q: 3 clusters Score -1.475417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -14754204.000000 Penalty: 5688.631348
	Iteration 58Q: 3 clusters Score -1.47542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -14754204.000000 Penalty: 5688.631348
	Iteration 59Q: 3 clusters Score -1.47542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -14754199.000000 Penalty: 5688.631348
	Iteration 60F: 3 clusters Score -1.47542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -14754217.000000 Penalty: 5688.631348
	Iteration 61Q: 3 clusters Score -1.475422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -14754219.000000 Penalty: 5688.631348
	Iteration 62Q: 3 clusters Score -1.475422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -14754214.000000 Penalty: 5688.631348
	Iteration 63Q: 3 clusters Score -1.475421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -14754214.000000 Penalty: 5688.631348
	Iteration 64Q: 3 clusters Score -1.475421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -14754215.000000 Penalty: 5688.631348
	Iteration 65Q: 3 clusters Score -1.475422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -14754215.000000 Penalty: 5688.631348
	Iteration 66F: 3 clusters Score -1.475422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -95314.937500 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -95314.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93597.085938 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -93597.09 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93981.476562 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -93981.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94253.585938 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -94253.59 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -94509.484375 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -94509.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94744.078125 Penalty: 3332.630615
	Iteration 4F: 3 clusters Score -94744.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -94828.085938 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -94828.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -94872.570312 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -94872.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94909.164062 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -94909.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94931.593750 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -94931.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94949.414062 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -94949.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94960.695312 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -94960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -94967.078125 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -94967.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94972.570312 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -94972.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94973.304688 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -94973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -94976.140625 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -94976.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94977.859375 Penalty: 3332.630615
	Iteration 15Q: 3 clusters Score -94977.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94980.312500 Penalty: 3332.630615
	Iteration 16Q: 3 clusters Score -94980.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94980.312500 Penalty: 3332.630615
	Iteration 17F: 3 clusters Score -94980.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -25633.302734 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -25633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24600.878906 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -24600.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24695.591797 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -24695.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24758.164062 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -24758.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24767.251953 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -24767.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24767.251953 Penalty: 2647.418945
	Iteration 4F: 3 clusters Score -24767.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -378463.343750 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -378463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -375484.906250 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -375484.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -376030.343750 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -376030.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -376181.218750 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -376181.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -376266.468750 Penalty: 3897.693848
	Iteration 3Q: 3 clusters Score -376266.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -376324.156250 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -376324.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -376356.375000 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -376356.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -376375.875000 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -376375.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -376392.843750 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -376392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -376406.312500 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -376406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -376415.687500 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -376415.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -376421.750000 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -376421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -376428.312500 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -376428.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -376433.343750 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -376433.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -376439.531250 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -376439.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -376445.593750 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -376445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376451.500000 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -376451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376453.343750 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -376453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -376453.875000 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -376453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -376454.656250 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -376454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -376454.875000 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -376454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -376457.218750 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -376457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -376458.500000 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -376458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -376460.000000 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -376460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -376460.843750 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -376460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376461.968750 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -376462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376462.218750 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -376462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -376461.968750 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -376462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -376461.968750 Penalty: 3897.693848
	Iteration 27F: 3 clusters Score -376462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Entering Unmasked Estep 
Score: -3116177.000000 Penalty: 2464.452637
	Iteration 0F: 2 clusters Score -3116177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3101691.250000 Penalty: 4928.905273
	Iteration 0F: 3 clusters Score -3101691 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3106619.250000 Penalty: 4928.905273
	Iteration 1F: 3 clusters Score -3106619 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3107012.750000 Penalty: 4928.905273
	Iteration 2Q: 3 clusters Score -3107013 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3107447.250000 Penalty: 4928.905273
	Iteration 3Q: 3 clusters Score -3107447 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3107987.500000 Penalty: 4928.905273
	Iteration 4Q: 3 clusters Score -3107988 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3108627.000000 Penalty: 4928.905273
	Iteration 5F: 3 clusters Score -3108627 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3109379.500000 Penalty: 4928.905273
	Iteration 6F: 3 clusters Score -3109380 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3110185.000000 Penalty: 4928.905273
	Iteration 7F: 3 clusters Score -3110185 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3111040.500000 Penalty: 4928.905273
	Iteration 8F: 3 clusters Score -3111040 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3111818.250000 Penalty: 4928.905273
	Iteration 9F: 3 clusters Score -3111818 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3112528.750000 Penalty: 4928.905273
	Iteration 10Q: 3 clusters Score -3112529 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3113162.000000 Penalty: 4928.905273
	Iteration 11Q: 3 clusters Score -3113162 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3113872.750000 Penalty: 4928.905273
	Iteration 12Q: 3 clusters Score -3113873 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3114666.250000 Penalty: 4928.905273
	Iteration 13Q: 3 clusters Score -3114666 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3115149.750000 Penalty: 4928.905273
	Iteration 14Q: 3 clusters Score -3115150 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3115305.500000 Penalty: 4928.905273
	Iteration 15Q: 3 clusters Score -3115306 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3115360.750000 Penalty: 4928.905273
	Iteration 16Q: 3 clusters Score -3115361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3115394.250000 Penalty: 4928.905273
	Iteration 17Q: 3 clusters Score -3115394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3115396.750000 Penalty: 4928.905273
	Iteration 18Q: 3 clusters Score -3115397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3115407.000000 Penalty: 4928.905273
	Iteration 19Q: 3 clusters Score -3115407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3115418.250000 Penalty: 4928.905273
	Iteration 20F: 3 clusters Score -3115418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3115431.000000 Penalty: 4928.905273
	Iteration 21Q: 3 clusters Score -3115431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3115437.250000 Penalty: 4928.905273
	Iteration 22Q: 3 clusters Score -3115437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3115440.500000 Penalty: 4928.905273
	Iteration 23Q: 3 clusters Score -3115440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3115448.000000 Penalty: 4928.905273
	Iteration 24Q: 3 clusters Score -3115448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3115452.750000 Penalty: 4928.905273
	Iteration 25Q: 3 clusters Score -3115453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3115456.000000 Penalty: 4928.905273
	Iteration 26Q: 3 clusters Score -3115456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3115453.750000 Penalty: 4928.905273
	Iteration 27Q: 3 clusters Score -3115454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3115453.750000 Penalty: 4928.905273
	Iteration 28Q: 3 clusters Score -3115454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3115452.000000 Penalty: 4928.905273
	Iteration 29Q: 3 clusters Score -3115452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3115453.750000 Penalty: 4928.905273
	Iteration 30Q: 3 clusters Score -3115454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3115453.750000 Penalty: 4928.905273
	Iteration 31F: 3 clusters Score -3115454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -144563.687500 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -144563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142546.156250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -142546.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142895.171875 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -142895.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143004.500000 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -143004.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143048.812500 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -143048.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143091.078125 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -143091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143114.890625 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -143114.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -143130.218750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -143130.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -143143.937500 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -143143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -143158.406250 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -143158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143190.109375 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -143190.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143213.015625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -143213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -143235.234375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -143235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143246.812500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -143246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143252.906250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -143252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143256.000000 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -143256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143259.312500 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -143259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -143261.531250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -143261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143264.968750 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -143265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143266.531250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -143266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143268.609375 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -143268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143272.250000 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -143272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143274.609375 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -143274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143276.609375 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -143276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143281.406250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -143281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143287.046875 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -143287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143294.296875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -143294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143298.625000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -143298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143304.171875 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -143304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143309.109375 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -143309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143311.609375 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -143311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143313.203125 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -143313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143313.734375 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -143313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143314.578125 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -143314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143315.812500 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -143315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143317.406250 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -143317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143317.406250 Penalty: 3506.657715
	Iteration 35F: 3 clusters Score -143317.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -101630.046875 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -101630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99905.250000 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -99905.25 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100210.625000 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -100210.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100324.062500 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -100324.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100412.351562 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -100412.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100500.109375 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -100500.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100577.187500 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -100577.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100652.789062 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -100652.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100716.648438 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -100716.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100804.765625 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -100804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100892.531250 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -100892.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100927.804688 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -100927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100959.679688 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -100959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100971.109375 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -100971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100985.695312 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -100985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101009.351562 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -101009.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101027.046875 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -101027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101029.031250 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -101029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101029.031250 Penalty: 3281.568359
	Iteration 17F: 3 clusters Score -101029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -39284.742188 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -39284.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38035.421875 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -38035.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38106.699219 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -38106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38122.921875 Penalty: 2787.718750
	Iteration 2Q: 3 clusters Score -38122.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38128.589844 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -38128.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38134.968750 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -38134.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38138.515625 Penalty: 2787.718750
	Iteration 5Q: 3 clusters Score -38138.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38138.515625 Penalty: 2787.718750
	Iteration 6F: 3 clusters Score -38138.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -1477207.625000 Penalty: 2273.626953
	Iteration 0F: 2 clusters Score -1477208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1469721.625000 Penalty: 4547.253906
	Iteration 0F: 3 clusters Score -1469722 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1471997.000000 Penalty: 4547.253906
	Iteration 1F: 3 clusters Score -1471997 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1472352.000000 Penalty: 4547.253906
	Iteration 2F: 3 clusters Score -1472352 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1472660.000000 Penalty: 4547.253906
	Iteration 3F: 3 clusters Score -1472660 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1472987.250000 Penalty: 4547.253906
	Iteration 4F: 3 clusters Score -1472987 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1473337.125000 Penalty: 4547.253906
	Iteration 5F: 3 clusters Score -1473337 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1473724.375000 Penalty: 4547.253906
	Iteration 6F: 3 clusters Score -1473724 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1474088.875000 Penalty: 4547.253906
	Iteration 7F: 3 clusters Score -1474089 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1474458.750000 Penalty: 4547.253906
	Iteration 8Q: 3 clusters Score -1474459 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1474760.125000 Penalty: 4547.253906
	Iteration 9Q: 3 clusters Score -1474760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1474992.750000 Penalty: 4547.253906
	Iteration 10Q: 3 clusters Score -1474993 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1475160.375000 Penalty: 4547.253906
	Iteration 11Q: 3 clusters Score -1475160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1475286.750000 Penalty: 4547.253906
	Iteration 12Q: 3 clusters Score -1475287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1475354.000000 Penalty: 4547.253906
	Iteration 13Q: 3 clusters Score -1475354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1475407.875000 Penalty: 4547.253906
	Iteration 14Q: 3 clusters Score -1475408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1475455.500000 Penalty: 4547.253906
	Iteration 15Q: 3 clusters Score -1475456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1475504.500000 Penalty: 4547.253906
	Iteration 16Q: 3 clusters Score -1475504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1475537.250000 Penalty: 4547.253906
	Iteration 17Q: 3 clusters Score -1475537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1475572.875000 Penalty: 4547.253906
	Iteration 18Q: 3 clusters Score -1475573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1475606.875000 Penalty: 4547.253906
	Iteration 19Q: 3 clusters Score -1475607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1475637.000000 Penalty: 4547.253906
	Iteration 20F: 3 clusters Score -1475637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1475673.000000 Penalty: 4547.253906
	Iteration 21Q: 3 clusters Score -1475673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1475696.500000 Penalty: 4547.253906
	Iteration 22Q: 3 clusters Score -1475696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1475717.500000 Penalty: 4547.253906
	Iteration 23Q: 3 clusters Score -1475718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1475726.625000 Penalty: 4547.253906
	Iteration 24Q: 3 clusters Score -1475727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1475736.250000 Penalty: 4547.253906
	Iteration 25Q: 3 clusters Score -1475736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1475739.375000 Penalty: 4547.253906
	Iteration 26Q: 3 clusters Score -1475739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1475742.625000 Penalty: 4547.253906
	Iteration 27Q: 3 clusters Score -1475743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1475746.500000 Penalty: 4547.253906
	Iteration 28Q: 3 clusters Score -1475746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1475747.000000 Penalty: 4547.253906
	Iteration 29Q: 3 clusters Score -1475747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1475747.875000 Penalty: 4547.253906
	Iteration 30Q: 3 clusters Score -1475748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1475748.375000 Penalty: 4547.253906
	Iteration 31Q: 3 clusters Score -1475748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1475749.000000 Penalty: 4547.253906
	Iteration 32Q: 3 clusters Score -1475749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1475748.750000 Penalty: 4547.253906
	Iteration 33Q: 3 clusters Score -1475749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1475748.875000 Penalty: 4547.253906
	Iteration 34Q: 3 clusters Score -1475749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1475752.625000 Penalty: 4547.253906
	Iteration 35Q: 3 clusters Score -1475753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1475751.500000 Penalty: 4547.253906
	Iteration 36Q: 3 clusters Score -1475752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1475750.750000 Penalty: 4547.253906
	Iteration 37Q: 3 clusters Score -1475751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1475752.375000 Penalty: 4547.253906
	Iteration 38Q: 3 clusters Score -1475752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1475751.000000 Penalty: 4547.253906
	Iteration 39Q: 3 clusters Score -1475751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1475753.875000 Penalty: 4547.253906
	Iteration 40F: 3 clusters Score -1475754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1475758.875000 Penalty: 4547.253906
	Iteration 41Q: 3 clusters Score -1475759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1475757.875000 Penalty: 4547.253906
	Iteration 42Q: 3 clusters Score -1475758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1475763.500000 Penalty: 4547.253906
	Iteration 43Q: 3 clusters Score -1475764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1475764.625000 Penalty: 4547.253906
	Iteration 44Q: 3 clusters Score -1475765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1475766.125000 Penalty: 4547.253906
	Iteration 45Q: 3 clusters Score -1475766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1475772.375000 Penalty: 4547.253906
	Iteration 46Q: 3 clusters Score -1475772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1475771.500000 Penalty: 4547.253906
	Iteration 47Q: 3 clusters Score -1475772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1475774.125000 Penalty: 4547.253906
	Iteration 48Q: 3 clusters Score -1475774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1475775.125000 Penalty: 4547.253906
	Iteration 49Q: 3 clusters Score -1475775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1475774.250000 Penalty: 4547.253906
	Iteration 50Q: 3 clusters Score -1475774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1475777.000000 Penalty: 4547.253906
	Iteration 51Q: 3 clusters Score -1475777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1475773.750000 Penalty: 4547.253906
	Iteration 52Q: 3 clusters Score -1475774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1475774.125000 Penalty: 4547.253906
	Iteration 53Q: 3 clusters Score -1475774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1475774.125000 Penalty: 4547.253906
	Iteration 54F: 3 clusters Score -1475774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -30657.597656 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -30657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29673.980469 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -29673.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29854.275391 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -29854.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29927.187500 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -29927.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29943.388672 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -29943.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29967.750000 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -29967.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29978.406250 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -29978.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30010.818359 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -30010.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30016.388672 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -30016.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30021.117188 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -30021.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30028.376953 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -30028.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30036.521484 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -30036.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30043.275391 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -30043.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30045.349609 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -30045.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30053.632812 Penalty: 2726.595459
	Iteration 13Q: 3 clusters Score -30053.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30073.623047 Penalty: 2726.595459
	Iteration 14Q: 3 clusters Score -30073.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30086.904297 Penalty: 2726.595459
	Iteration 15Q: 3 clusters Score -30086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30086.904297 Penalty: 2726.595459
	Iteration 16F: 3 clusters Score -30086.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -47454.738281 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -47454.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46115.117188 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -46115.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46255.832031 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -46255.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46305.664062 Penalty: 2886.761230
	Iteration 2Q: 3 clusters Score -46305.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46317.515625 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -46317.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46338.796875 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -46338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46342.609375 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46342.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46346.902344 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46346.902344 Penalty: 2886.761230
	Iteration 7F: 3 clusters Score -46346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 128975 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 42094 members 
Mstep: Class 5 contains 102119 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83328 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17438 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 21981 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 36420 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13698 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4454 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95704 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9584 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174096.000000 Penalty: 133477.078125
Iteration 479Q: 41 clusters Score -1.041741e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 4 contains 42094 members 
Mstep: Class 5 contains 101967 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83179 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17444 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 26424 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 36421 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13651 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 95870 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2585 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9580 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174152.000000 Penalty: 133477.078125
Iteration 480F: 41 clusters Score -1.041742e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 101844 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 83033 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17447 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12167 members 
Mstep: Class 13 contains 26423 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 36424 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13590 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4450 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96009 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9576 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174408.000000 Penalty: 133477.078125
Iteration 481Q: 41 clusters Score -1.041744e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 101762 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 82844 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17454 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12171 members 
Mstep: Class 13 contains 26417 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36424 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96146 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9572 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174504.000000 Penalty: 133477.078125
Iteration 482Q: 41 clusters Score -1.041745e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14252 members 
Mstep: Class 4 contains 42096 members 
Mstep: Class 5 contains 101701 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 82633 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 26417 members 
Mstep: Class 14 contains 21974 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16233 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 36422 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96199 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9571 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174456.000000 Penalty: 133477.078125
Iteration 483Q: 41 clusters Score -1.041745e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14258 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 101646 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 82446 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17463 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12175 members 
Mstep: Class 13 contains 26420 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 36420 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13437 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96240 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9567 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174568.000000 Penalty: 133477.078125
Iteration 484Q: 41 clusters Score -1.041746e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 130313 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101595 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 82237 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17462 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12175 members 
Mstep: Class 13 contains 26423 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36419 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13385 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96289 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9560 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174568.000000 Penalty: 133477.078125
Iteration 485Q: 41 clusters Score -1.041746e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 101569 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 82031 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17465 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12176 members 
Mstep: Class 13 contains 26428 members 
Mstep: Class 14 contains 21979 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 36419 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13333 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96320 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9552 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174648.000000 Penalty: 133477.078125
Iteration 486Q: 41 clusters Score -1.041746e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 101528 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 81817 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17463 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 26428 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 36419 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13279 members 
Mstep: Class 24 contains 3402 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96357 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2589 members 
Mstep: Class 35 contains 20686 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9551 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174640.000000 Penalty: 133477.078125
Iteration 487Q: 41 clusters Score -1.041746e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 131078 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42101 members 
Mstep: Class 5 contains 101534 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 81600 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17460 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12179 members 
Mstep: Class 13 contains 26429 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 36418 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96386 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 20687 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9547 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174656.000000 Penalty: 133477.078125
Iteration 488Q: 41 clusters Score -1.041747e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 131352 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 101541 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 81350 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 17457 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12180 members 
Mstep: Class 13 contains 26429 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 36417 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13194 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96401 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9547 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174720.000000 Penalty: 133477.078125
Iteration 489Q: 41 clusters Score -1.041747e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 101542 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 81134 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 26429 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36422 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13142 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96393 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9544 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174800.000000 Penalty: 133477.078125
Iteration 490Q: 41 clusters Score -1.041748e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14254 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101527 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 80945 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 17453 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 36424 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13081 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96403 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2585 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9539 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174832.000000 Penalty: 133477.078125
Iteration 491Q: 41 clusters Score -1.041748e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 132151 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101507 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 80769 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17449 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36423 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96414 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9532 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174712.000000 Penalty: 133477.078125
Iteration 492Q: 41 clusters Score -1.041747e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 132482 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101445 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 80554 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17443 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 26425 members 
Mstep: Class 14 contains 21970 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 36425 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96438 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2585 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9521 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174544.000000 Penalty: 133477.078125
Iteration 493Q: 41 clusters Score -1.041745e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101376 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 80342 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 26422 members 
Mstep: Class 14 contains 21970 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36427 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12900 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96468 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2586 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9512 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174664.000000 Penalty: 133477.078125
Iteration 494Q: 41 clusters Score -1.041747e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14258 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 101311 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 80138 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12187 members 
Mstep: Class 13 contains 26421 members 
Mstep: Class 14 contains 21971 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36426 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96475 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9507 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174512.000000 Penalty: 133477.078125
Iteration 495Q: 41 clusters Score -1.041745e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 133480 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101275 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 79956 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12189 members 
Mstep: Class 13 contains 26421 members 
Mstep: Class 14 contains 21969 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36424 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12767 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4443 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96429 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9504 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174456.000000 Penalty: 133477.078125
Iteration 496Q: 41 clusters Score -1.041745e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 133799 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14260 members 
Mstep: Class 4 contains 42099 members 
Mstep: Class 5 contains 101286 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 79741 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17448 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12191 members 
Mstep: Class 13 contains 26418 members 
Mstep: Class 14 contains 21963 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16229 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36425 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12703 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96374 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2582 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9503 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174608.000000 Penalty: 133477.078125
Iteration 497Q: 41 clusters Score -1.041746e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 134081 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 42097 members 
Mstep: Class 5 contains 101320 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 79525 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12192 members 
Mstep: Class 13 contains 26416 members 
Mstep: Class 14 contains 21962 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 36425 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12635 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2363 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96344 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9494 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174560.000000 Penalty: 133477.078125
Iteration 498Q: 41 clusters Score -1.041746e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14264 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101350 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 79333 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12191 members 
Mstep: Class 13 contains 26415 members 
Mstep: Class 14 contains 21961 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 36422 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12567 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96280 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9492 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174480.000000 Penalty: 133477.078125
Iteration 499Q: 41 clusters Score -1.041745e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 14265 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 101336 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 79154 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 17464 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 12186 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 21965 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 16230 members 
Mstep: Class 17 contains 15406 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 36421 members 
Mstep: Class 20 contains 138 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 12488 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 31 contains 96245 members 
Mstep: Class 32 contains 828 members 
Mstep: Class 33 contains 208 members 
Mstep: Class 34 contains 2585 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 747 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 9486 members 
Mstep: Class 40 contains 244 members 
Mstep: Class 41 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174464.000000 Penalty: 133477.078125
Iteration 500F: 41 clusters Score -1.041745e+08 nChanged 697
Maximum iterations exceeded
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -314844288.000000 Penalty: 144375.328125
22->41 Clusters: Score -314844288.000000, best is -314803744.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 31775 members 
Mstep: Class 3 contains 31860 members 
Mstep: Class 4 contains 31849 members 
Mstep: Class 5 contains 31371 members 
Mstep: Class 6 contains 31521 members 
Mstep: Class 7 contains 31486 members 
Mstep: Class 8 contains 31784 members 
Mstep: Class 9 contains 31951 members 
Mstep: Class 10 contains 31880 members 
Mstep: Class 11 contains 31762 members 
Mstep: Class 12 contains 31584 members 
Mstep: Class 13 contains 31839 members 
Mstep: Class 14 contains 31732 members 
Mstep: Class 15 contains 31592 members 
Mstep: Class 16 contains 31426 members 
Mstep: Class 17 contains 31907 members 
Mstep: Class 18 contains 31653 members 
Mstep: Class 19 contains 31695 members 
Mstep: Class 20 contains 31666 members 
Mstep: Class 21 contains 31838 members 
Mstep: Class 22 contains 31791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2018.611084 but Gain 3336.921875
Score: -97509496.000000 Penalty: 70075.468750
Iteration 0F: 22 clusters Score -9.75095e+07 nChanged 665197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3504 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 16733 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 15195 members 
Mstep: Class 6 contains 45153 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 4198 members 
Mstep: Class 10 contains 11874 members 
Mstep: Class 11 contains 4544 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 25681 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 18070 members 
Mstep: Class 18 contains 29105 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 292586 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 115964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2297.164551 but Gain 3336.929688
Score: -101741024.000000 Penalty: 66738.539062
Iteration 1F: 21 clusters Score -1.01741e+08 nChanged 282443
Entering Unmasked Mstep 
Mstep: Class 0 contains 2661 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 6 contains 31362 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 13 contains 14996 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 5068 members 
Mstep: Class 17 contains 14434 members 
Mstep: Class 18 contains 31982 members 
Mstep: Class 19 contains 4649 members 
Mstep: Class 20 contains 322268 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 162479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2945.429443 but Gain 3336.925781
Score: -102687672.000000 Penalty: 63401.613281
Iteration 2F: 20 clusters Score -1.026877e+08 nChanged 186355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1457 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 15442 members 
Mstep: Class 6 contains 30409 members 
Mstep: Class 8 contains 1918 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 14232 members 
Mstep: Class 11 contains 2707 members 
Mstep: Class 13 contains 20233 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 45300 members 
Mstep: Class 20 contains 260804 members 
Mstep: Class 21 contains 23141 members 
Mstep: Class 22 contains 210334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103419680.000000 Penalty: 63401.613281
Iteration 3F: 20 clusters Score -1.034197e+08 nChanged 136666
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7107 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 20937 members 
Mstep: Class 6 contains 30266 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 2330 members 
Mstep: Class 10 contains 20949 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 13 contains 19177 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 17203 members 
Mstep: Class 16 contains 7310 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 18 contains 48848 members 
Mstep: Class 20 contains 202605 members 
Mstep: Class 21 contains 26580 members 
Mstep: Class 22 contains 251576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103699136.000000 Penalty: 63401.613281
Iteration 4F: 20 clusters Score -1.036991e+08 nChanged 118971
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 10838 members 
Mstep: Class 5 contains 25033 members 
Mstep: Class 6 contains 29089 members 
Mstep: Class 8 contains 1403 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 24049 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 13 contains 19430 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 17101 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 48845 members 
Mstep: Class 20 contains 156239 members 
Mstep: Class 21 contains 28271 members 
Mstep: Class 22 contains 288750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103742304.000000 Penalty: 63401.613281
Iteration 5F: 20 clusters Score -1.037423e+08 nChanged 74395
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6678 members 
Mstep: Class 3 contains 2769 members 
Mstep: Class 4 contains 15242 members 
Mstep: Class 5 contains 30404 members 
Mstep: Class 6 contains 28870 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 24179 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 13 contains 19881 members 
Mstep: Class 14 contains 6848 members 
Mstep: Class 15 contains 16699 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 47582 members 
Mstep: Class 20 contains 140671 members 
Mstep: Class 21 contains 29311 members 
Mstep: Class 22 contains 295994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103768600.000000 Penalty: 63401.613281
Iteration 6F: 20 clusters Score -1.037686e+08 nChanged 50239
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 18743 members 
Mstep: Class 5 contains 36036 members 
Mstep: Class 6 contains 29918 members 
Mstep: Class 8 contains 1226 members 
Mstep: Class 9 contains 2108 members 
Mstep: Class 10 contains 23035 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 13 contains 20264 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 16284 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 20 contains 130680 members 
Mstep: Class 21 contains 29756 members 
Mstep: Class 22 contains 298347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103788392.000000 Penalty: 63401.613281
Iteration 7F: 20 clusters Score -1.037884e+08 nChanged 37747
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5677 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 41556 members 
Mstep: Class 6 contains 31724 members 
Mstep: Class 8 contains 1174 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 21452 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 13 contains 20616 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 16021 members 
Mstep: Class 16 contains 10916 members 
Mstep: Class 17 contains 6592 members 
Mstep: Class 18 contains 44854 members 
Mstep: Class 20 contains 121972 members 
Mstep: Class 21 contains 29844 members 
Mstep: Class 22 contains 300758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103801784.000000 Penalty: 63401.613281
Iteration 8F: 20 clusters Score -1.038018e+08 nChanged 30394
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5474 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 21410 members 
Mstep: Class 5 contains 46916 members 
Mstep: Class 6 contains 33895 members 
Mstep: Class 8 contains 1141 members 
Mstep: Class 9 contains 2465 members 
Mstep: Class 10 contains 19968 members 
Mstep: Class 11 contains 2733 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 15763 members 
Mstep: Class 16 contains 11283 members 
Mstep: Class 17 contains 6931 members 
Mstep: Class 18 contains 43395 members 
Mstep: Class 20 contains 114498 members 
Mstep: Class 21 contains 29632 members 
Mstep: Class 22 contains 302803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103810856.000000 Penalty: 63401.613281
Iteration 9Q: 20 clusters Score -1.038109e+08 nChanged 25586
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 21627 members 
Mstep: Class 5 contains 52358 members 
Mstep: Class 6 contains 36048 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 18886 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 13 contains 21181 members 
Mstep: Class 14 contains 4390 members 
Mstep: Class 15 contains 15572 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 42008 members 
Mstep: Class 20 contains 108334 members 
Mstep: Class 21 contains 29200 members 
Mstep: Class 22 contains 303735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103815944.000000 Penalty: 63401.613281
Iteration 10Q: 20 clusters Score -1.038159e+08 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 4726 members 
Mstep: Class 4 contains 21508 members 
Mstep: Class 5 contains 57881 members 
Mstep: Class 6 contains 37915 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 13 contains 21306 members 
Mstep: Class 14 contains 4160 members 
Mstep: Class 15 contains 15463 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 40821 members 
Mstep: Class 20 contains 102931 members 
Mstep: Class 21 contains 28657 members 
Mstep: Class 22 contains 303993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103821904.000000 Penalty: 63401.613281
Iteration 11Q: 20 clusters Score -1.038219e+08 nChanged 20265
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4780 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 21255 members 
Mstep: Class 5 contains 63360 members 
Mstep: Class 6 contains 39464 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 17482 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 15501 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 39843 members 
Mstep: Class 20 contains 98230 members 
Mstep: Class 21 contains 28167 members 
Mstep: Class 22 contains 303587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103827488.000000 Penalty: 63401.613281
Iteration 12Q: 20 clusters Score -1.038275e+08 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 20956 members 
Mstep: Class 5 contains 69024 members 
Mstep: Class 6 contains 40856 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 16972 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 13 contains 20934 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 15562 members 
Mstep: Class 16 contains 11827 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 39025 members 
Mstep: Class 20 contains 94166 members 
Mstep: Class 21 contains 27637 members 
Mstep: Class 22 contains 302416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103832368.000000 Penalty: 63401.613281
Iteration 13Q: 20 clusters Score -1.038324e+08 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 74686 members 
Mstep: Class 6 contains 42082 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 4162 members 
Mstep: Class 10 contains 16507 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 13 contains 20645 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 15613 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 9872 members 
Mstep: Class 18 contains 38408 members 
Mstep: Class 20 contains 90523 members 
Mstep: Class 21 contains 27076 members 
Mstep: Class 22 contains 300808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103838840.000000 Penalty: 63401.613281
Iteration 14Q: 20 clusters Score -1.038388e+08 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 5045 members 
Mstep: Class 4 contains 20353 members 
Mstep: Class 5 contains 80528 members 
Mstep: Class 6 contains 43111 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 16023 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 13 contains 20403 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 15603 members 
Mstep: Class 16 contains 11756 members 
Mstep: Class 17 contains 10572 members 
Mstep: Class 18 contains 37935 members 
Mstep: Class 20 contains 87295 members 
Mstep: Class 21 contains 26487 members 
Mstep: Class 22 contains 298702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103845064.000000 Penalty: 63401.613281
Iteration 15Q: 20 clusters Score -1.038451e+08 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 20132 members 
Mstep: Class 5 contains 86627 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 15563 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 3629 members 
Mstep: Class 15 contains 15540 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 37611 members 
Mstep: Class 20 contains 84277 members 
Mstep: Class 21 contains 26026 members 
Mstep: Class 22 contains 296159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103851080.000000 Penalty: 63401.613281
Iteration 16Q: 20 clusters Score -1.038511e+08 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 19906 members 
Mstep: Class 5 contains 93013 members 
Mstep: Class 6 contains 44222 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 4826 members 
Mstep: Class 10 contains 15170 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 13 contains 19923 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 15444 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 11887 members 
Mstep: Class 18 contains 37341 members 
Mstep: Class 20 contains 81468 members 
Mstep: Class 21 contains 25791 members 
Mstep: Class 22 contains 293175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103857720.000000 Penalty: 63401.613281
Iteration 17Q: 20 clusters Score -1.038577e+08 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 19730 members 
Mstep: Class 5 contains 99651 members 
Mstep: Class 6 contains 44430 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 14796 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 13 contains 19691 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 15302 members 
Mstep: Class 16 contains 11286 members 
Mstep: Class 17 contains 12452 members 
Mstep: Class 18 contains 37122 members 
Mstep: Class 20 contains 78779 members 
Mstep: Class 21 contains 25686 members 
Mstep: Class 22 contains 289829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103863864.000000 Penalty: 63401.613281
Iteration 18Q: 20 clusters Score -1.038639e+08 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 19578 members 
Mstep: Class 5 contains 106570 members 
Mstep: Class 6 contains 44490 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 13 contains 19505 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 15093 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 13014 members 
Mstep: Class 18 contains 36976 members 
Mstep: Class 20 contains 76278 members 
Mstep: Class 21 contains 25635 members 
Mstep: Class 22 contains 286041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103869368.000000 Penalty: 63401.613281
Iteration 19Q: 20 clusters Score -1.038694e+08 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 19480 members 
Mstep: Class 5 contains 113660 members 
Mstep: Class 6 contains 44530 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 5444 members 
Mstep: Class 10 contains 14039 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 16 contains 10918 members 
Mstep: Class 17 contains 13513 members 
Mstep: Class 18 contains 36879 members 
Mstep: Class 20 contains 74041 members 
Mstep: Class 21 contains 25608 members 
Mstep: Class 22 contains 281807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103877048.000000 Penalty: 63401.613281
Iteration 20F: 20 clusters Score -1.03877e+08 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 19572 members 
Mstep: Class 5 contains 121040 members 
Mstep: Class 6 contains 44471 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 5809 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 13 contains 19198 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 14528 members 
Mstep: Class 16 contains 10714 members 
Mstep: Class 17 contains 13944 members 
Mstep: Class 18 contains 36816 members 
Mstep: Class 20 contains 71980 members 
Mstep: Class 21 contains 25606 members 
Mstep: Class 22 contains 277168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103884584.000000 Penalty: 63401.613281
Iteration 21Q: 20 clusters Score -1.038846e+08 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 19568 members 
Mstep: Class 5 contains 128750 members 
Mstep: Class 6 contains 44413 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 6054 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 3384 members 
Mstep: Class 15 contains 14187 members 
Mstep: Class 16 contains 10532 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 36804 members 
Mstep: Class 20 contains 70086 members 
Mstep: Class 21 contains 25631 members 
Mstep: Class 22 contains 272152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103892072.000000 Penalty: 63401.613281
Iteration 22Q: 20 clusters Score -1.038921e+08 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 19523 members 
Mstep: Class 5 contains 136691 members 
Mstep: Class 6 contains 44323 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 13110 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 13 contains 18890 members 
Mstep: Class 14 contains 3339 members 
Mstep: Class 15 contains 13802 members 
Mstep: Class 16 contains 10344 members 
Mstep: Class 17 contains 14701 members 
Mstep: Class 18 contains 36789 members 
Mstep: Class 20 contains 68363 members 
Mstep: Class 21 contains 25662 members 
Mstep: Class 22 contains 266770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103900344.000000 Penalty: 63401.613281
Iteration 23Q: 20 clusters Score -1.039003e+08 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 19455 members 
Mstep: Class 5 contains 144619 members 
Mstep: Class 6 contains 44178 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 13 contains 18762 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 10168 members 
Mstep: Class 17 contains 15043 members 
Mstep: Class 18 contains 36753 members 
Mstep: Class 20 contains 66713 members 
Mstep: Class 21 contains 25702 members 
Mstep: Class 22 contains 261408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103908704.000000 Penalty: 63401.613281
Iteration 24Q: 20 clusters Score -1.039087e+08 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3742 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 19391 members 
Mstep: Class 5 contains 152387 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 10 contains 12588 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 13 contains 18616 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 15357 members 
Mstep: Class 18 contains 36742 members 
Mstep: Class 20 contains 65160 members 
Mstep: Class 21 contains 25725 members 
Mstep: Class 22 contains 256134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103917272.000000 Penalty: 63401.613281
Iteration 25Q: 20 clusters Score -1.039173e+08 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 19337 members 
Mstep: Class 5 contains 159748 members 
Mstep: Class 6 contains 43864 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 12315 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 13 contains 18485 members 
Mstep: Class 14 contains 3252 members 
Mstep: Class 15 contains 12384 members 
Mstep: Class 16 contains 9861 members 
Mstep: Class 17 contains 15695 members 
Mstep: Class 18 contains 36725 members 
Mstep: Class 20 contains 63736 members 
Mstep: Class 21 contains 25739 members 
Mstep: Class 22 contains 251073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103926328.000000 Penalty: 63401.613281
Iteration 26Q: 20 clusters Score -1.039263e+08 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 19299 members 
Mstep: Class 5 contains 166571 members 
Mstep: Class 6 contains 43679 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 7052 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 13 contains 18333 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 11899 members 
Mstep: Class 16 contains 9774 members 
Mstep: Class 17 contains 15999 members 
Mstep: Class 18 contains 36713 members 
Mstep: Class 20 contains 62328 members 
Mstep: Class 21 contains 25754 members 
Mstep: Class 22 contains 246497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103933976.000000 Penalty: 63401.613281
Iteration 27Q: 20 clusters Score -1.03934e+08 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3630 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 172803 members 
Mstep: Class 6 contains 43474 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 7233 members 
Mstep: Class 10 contains 11863 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 11442 members 
Mstep: Class 16 contains 9663 members 
Mstep: Class 17 contains 16335 members 
Mstep: Class 18 contains 36709 members 
Mstep: Class 20 contains 60966 members 
Mstep: Class 21 contains 25777 members 
Mstep: Class 22 contains 242393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103940608.000000 Penalty: 63401.613281
Iteration 28Q: 20 clusters Score -1.039406e+08 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 178693 members 
Mstep: Class 6 contains 43252 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 7424 members 
Mstep: Class 10 contains 11636 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 11084 members 
Mstep: Class 16 contains 9596 members 
Mstep: Class 17 contains 16660 members 
Mstep: Class 18 contains 36713 members 
Mstep: Class 20 contains 59713 members 
Mstep: Class 21 contains 25802 members 
Mstep: Class 22 contains 238381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103946416.000000 Penalty: 63401.613281
Iteration 29Q: 20 clusters Score -1.039464e+08 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3571 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 19267 members 
Mstep: Class 5 contains 184203 members 
Mstep: Class 6 contains 43012 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 10 contains 11446 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 13 contains 17793 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 16991 members 
Mstep: Class 18 contains 36726 members 
Mstep: Class 20 contains 58531 members 
Mstep: Class 21 contains 25811 members 
Mstep: Class 22 contains 234560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103951952.000000 Penalty: 63401.613281
Iteration 30Q: 20 clusters Score -1.03952e+08 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3549 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 19317 members 
Mstep: Class 5 contains 189284 members 
Mstep: Class 6 contains 42795 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 7778 members 
Mstep: Class 10 contains 11250 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 13 contains 17628 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 10469 members 
Mstep: Class 16 contains 9527 members 
Mstep: Class 17 contains 17354 members 
Mstep: Class 18 contains 36753 members 
Mstep: Class 20 contains 57370 members 
Mstep: Class 21 contains 25824 members 
Mstep: Class 22 contains 230944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103957240.000000 Penalty: 63401.613281
Iteration 31Q: 20 clusters Score -1.039572e+08 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3527 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 19356 members 
Mstep: Class 5 contains 193924 members 
Mstep: Class 6 contains 42592 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 11087 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 17457 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 10183 members 
Mstep: Class 16 contains 9563 members 
Mstep: Class 17 contains 17725 members 
Mstep: Class 18 contains 36765 members 
Mstep: Class 20 contains 56300 members 
Mstep: Class 21 contains 25816 members 
Mstep: Class 22 contains 227559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103962136.000000 Penalty: 63401.613281
Iteration 32Q: 20 clusters Score -1.039621e+08 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 19403 members 
Mstep: Class 5 contains 197907 members 
Mstep: Class 6 contains 42401 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 10926 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 13 contains 17287 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 9843 members 
Mstep: Class 16 contains 9611 members 
Mstep: Class 17 contains 18101 members 
Mstep: Class 18 contains 36761 members 
Mstep: Class 20 contains 55358 members 
Mstep: Class 21 contains 25787 members 
Mstep: Class 22 contains 224724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103966080.000000 Penalty: 63401.613281
Iteration 33Q: 20 clusters Score -1.039661e+08 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3483 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 19506 members 
Mstep: Class 5 contains 201291 members 
Mstep: Class 6 contains 42218 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 8394 members 
Mstep: Class 10 contains 10789 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 13 contains 17101 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 9506 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 18464 members 
Mstep: Class 18 contains 36745 members 
Mstep: Class 20 contains 54496 members 
Mstep: Class 21 contains 25755 members 
Mstep: Class 22 contains 222286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103970168.000000 Penalty: 63401.613281
Iteration 34Q: 20 clusters Score -1.039702e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 5206 members 
Mstep: Class 4 contains 19623 members 
Mstep: Class 5 contains 204074 members 
Mstep: Class 6 contains 42045 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 8611 members 
Mstep: Class 10 contains 10704 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 13 contains 16889 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 9174 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 36736 members 
Mstep: Class 20 contains 53681 members 
Mstep: Class 21 contains 25740 members 
Mstep: Class 22 contains 220226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103972960.000000 Penalty: 63401.613281
Iteration 35Q: 20 clusters Score -1.03973e+08 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 19714 members 
Mstep: Class 5 contains 206423 members 
Mstep: Class 6 contains 41890 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 9 contains 8845 members 
Mstep: Class 10 contains 10683 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 19200 members 
Mstep: Class 18 contains 36730 members 
Mstep: Class 20 contains 52875 members 
Mstep: Class 21 contains 25715 members 
Mstep: Class 22 contains 218530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103975144.000000 Penalty: 63401.613281
Iteration 36Q: 20 clusters Score -1.039751e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 208278 members 
Mstep: Class 6 contains 41749 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 10753 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 13 contains 16478 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 8430 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 19513 members 
Mstep: Class 18 contains 36708 members 
Mstep: Class 20 contains 52144 members 
Mstep: Class 21 contains 25693 members 
Mstep: Class 22 contains 217149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103977440.000000 Penalty: 63401.613281
Iteration 37Q: 20 clusters Score -1.039774e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 5 contains 209844 members 
Mstep: Class 6 contains 41620 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 10876 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 13 contains 16278 members 
Mstep: Class 14 contains 3164 members 
Mstep: Class 15 contains 8048 members 
Mstep: Class 16 contains 10381 members 
Mstep: Class 17 contains 19807 members 
Mstep: Class 18 contains 36657 members 
Mstep: Class 20 contains 51474 members 
Mstep: Class 21 contains 25684 members 
Mstep: Class 22 contains 215947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103979736.000000 Penalty: 63401.613281
Iteration 38Q: 20 clusters Score -1.039797e+08 nChanged 5003
Entering ConstructFrom: 
Score: -103979736.000000 Penalty: 63401.613281
Entering ConstructFrom: 
Trying to split cluster 1 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -716229.250000 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -716229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -711475.187500 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -711475.2 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -713409.500000 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -713409.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -714592.750000 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -714592.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -715387.062500 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -715387.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -715863.125000 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -715863.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -716104.375000 Penalty: 4273.602051
	Iteration 5Q: 3 clusters Score -716104.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -716228.062500 Penalty: 4273.602051
	Iteration 6Q: 3 clusters Score -716228.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -716301.812500 Penalty: 4273.602051
	Iteration 7Q: 3 clusters Score -716301.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -716345.625000 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -716345.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -716379.187500 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -716379.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -716407.500000 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -716407.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -716424.062500 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -716424.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -716438.375000 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -716438.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -716452.750000 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -716452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -716460.000000 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -716460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -716468.750000 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -716468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -716469.562500 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -716469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -716477.437500 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -716477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -716482.062500 Penalty: 4273.602051
	Iteration 18Q: 3 clusters Score -716482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -716482.312500 Penalty: 4273.602051
	Iteration 19Q: 3 clusters Score -716482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -716484.250000 Penalty: 4273.602051
	Iteration 20F: 3 clusters Score -716484.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -716486.250000 Penalty: 4273.602051
	Iteration 21Q: 3 clusters Score -716486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -716488.687500 Penalty: 4273.602051
	Iteration 22Q: 3 clusters Score -716488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -716491.437500 Penalty: 4273.602051
	Iteration 23Q: 3 clusters Score -716491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -716491.062500 Penalty: 4273.602051
	Iteration 24Q: 3 clusters Score -716491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -716494.687500 Penalty: 4273.602051
	Iteration 25Q: 3 clusters Score -716494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -716498.125000 Penalty: 4273.602051
	Iteration 26Q: 3 clusters Score -716498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -716499.625000 Penalty: 4273.602051
	Iteration 27Q: 3 clusters Score -716499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -716499.625000 Penalty: 4273.602051
	Iteration 28Q: 3 clusters Score -716499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -716499.625000 Penalty: 4273.602051
	Iteration 29F: 3 clusters Score -716499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 211154 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Entering Unmasked Estep 
Score: -103979384.000000 Penalty: 66738.539062
Splitting cluster 1 changes total score from -103979736.000000 to -103979384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -485755.156250 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -485755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -482442.843750 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -482442.8 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -484605.843750 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -484605.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -486557.062500 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -486557.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -487571.843750 Penalty: 4041.485352
	Iteration 3F: 3 clusters Score -487571.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -488102.625000 Penalty: 4041.485352
	Iteration 4F: 3 clusters Score -488102.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -488398.843750 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -488398.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -488565.062500 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -488565.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -488669.906250 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -488669.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -488775.968750 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -488776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -488884.281250 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -488884.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -488955.062500 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -488955.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -488973.718750 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -488973.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -488993.343750 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -488993.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -489004.250000 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -489004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -489009.750000 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -489009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -489014.843750 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -489014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -489020.812500 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -489020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -489023.093750 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -489023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -489026.312500 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -489026.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -489027.843750 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -489027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -489028.593750 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -489028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -489031.531250 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -489031.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -489034.625000 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -489034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -489038.156250 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -489038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -489039.156250 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -489039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -489042.093750 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -489042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -489043.406250 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -489043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -489045.156250 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -489045.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -489045.437500 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -489045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -489045.437500 Penalty: 4041.485352
	Iteration 29F: 3 clusters Score -489045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 211154 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Entering Unmasked Estep 
Score: -103982224.000000 Penalty: 66738.539062
Splitting cluster 2 changes total score from -103979736.000000 to -103982224.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -793455.875000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -793455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -788573.312500 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -788573.3 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -790117.687500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -790117.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -790623.187500 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -790623.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -791001.750000 Penalty: 4283.036133
	Iteration 3F: 3 clusters Score -791001.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -791335.250000 Penalty: 4283.036133
	Iteration 4F: 3 clusters Score -791335.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -791611.750000 Penalty: 4283.036133
	Iteration 5F: 3 clusters Score -791611.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -791834.812500 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -791834.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -792030.437500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -792030.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -792178.062500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -792178.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -792301.125000 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -792301.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -792410.000000 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -792410 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -792485.437500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -792485.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -792557.250000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -792557.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -792626.687500 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -792626.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -792676.500000 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -792676.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -792725.875000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -792725.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -792781.000000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -792781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -792814.000000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -792814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -792845.250000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -792845.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -792875.062500 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -792875.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -792904.625000 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -792904.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -792927.375000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -792927.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -792954.500000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -792954.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -792981.937500 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -792981.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -793013.375000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -793013.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -793034.687500 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -793034.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -793053.437500 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -793053.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -793069.937500 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -793069.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -793082.562500 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -793082.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -793099.625000 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -793099.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -793112.625000 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -793112.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -793126.500000 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -793126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -793146.500000 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -793146.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -793180.437500 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -793180.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -793220.500000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -793220.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -793255.000000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -793255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -793285.125000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -793285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -793298.187500 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -793298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -793304.187500 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -793304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -793313.625000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -793313.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -793321.875000 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -793321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -793329.125000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -793329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -793337.750000 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -793337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -793358.125000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -793358.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -793370.250000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -793370.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -793385.375000 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -793385.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -793401.062500 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -793401.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -793411.750000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -793411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -793417.937500 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -793417.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -793421.625000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -793421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -793424.750000 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -793424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -793426.000000 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -793426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -793433.812500 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -793433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -793436.500000 Penalty: 4283.036133
	Iteration 53Q: 3 clusters Score -793436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -793440.062500 Penalty: 4283.036133
	Iteration 54Q: 3 clusters Score -793440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -793441.187500 Penalty: 4283.036133
	Iteration 55Q: 3 clusters Score -793441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -793443.125000 Penalty: 4283.036133
	Iteration 56Q: 3 clusters Score -793443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -793444.250000 Penalty: 4283.036133
	Iteration 57Q: 3 clusters Score -793444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -793446.562500 Penalty: 4283.036133
	Iteration 58Q: 3 clusters Score -793446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -793448.375000 Penalty: 4283.036133
	Iteration 59Q: 3 clusters Score -793448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -793451.937500 Penalty: 4283.036133
	Iteration 60F: 3 clusters Score -793451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -793453.687500 Penalty: 4283.036133
	Iteration 61Q: 3 clusters Score -793453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -793457.625000 Penalty: 4283.036133
	Iteration 62Q: 3 clusters Score -793457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -793460.125000 Penalty: 4283.036133
	Iteration 63Q: 3 clusters Score -793460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -793461.750000 Penalty: 4283.036133
	Iteration 64Q: 3 clusters Score -793461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -793465.062500 Penalty: 4283.036133
	Iteration 65Q: 3 clusters Score -793465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -793468.312500 Penalty: 4283.036133
	Iteration 66Q: 3 clusters Score -793468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -793474.312500 Penalty: 4283.036133
	Iteration 67Q: 3 clusters Score -793474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -793477.937500 Penalty: 4283.036133
	Iteration 68Q: 3 clusters Score -793477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -793485.750000 Penalty: 4283.036133
	Iteration 69Q: 3 clusters Score -793485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -793491.312500 Penalty: 4283.036133
	Iteration 70Q: 3 clusters Score -793491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -793497.750000 Penalty: 4283.036133
	Iteration 71Q: 3 clusters Score -793497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -793499.937500 Penalty: 4283.036133
	Iteration 72Q: 3 clusters Score -793499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -793498.875000 Penalty: 4283.036133
	Iteration 73Q: 3 clusters Score -793498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -793498.875000 Penalty: 4283.036133
	Iteration 74F: 3 clusters Score -793498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 211154 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Entering Unmasked Estep 
Score: -103981152.000000 Penalty: 70075.468750
Splitting cluster 3 changes total score from -103979736.000000 to -103981152.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (19965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Entering Unmasked Estep 
Score: -3029782.750000 Penalty: 2455.630615
	Iteration 0F: 2 clusters Score -3029783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3015811.750000 Penalty: 4911.261230
	Iteration 0F: 3 clusters Score -3015812 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3020559.250000 Penalty: 4911.261230
	Iteration 1F: 3 clusters Score -3020559 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3021221.000000 Penalty: 4911.261230
	Iteration 2F: 3 clusters Score -3021221 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3022104.250000 Penalty: 4911.261230
	Iteration 3F: 3 clusters Score -3022104 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3022896.750000 Penalty: 4911.261230
	Iteration 4F: 3 clusters Score -3022897 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3023574.500000 Penalty: 4911.261230
	Iteration 5F: 3 clusters Score -3023574 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3024116.000000 Penalty: 4911.261230
	Iteration 6F: 3 clusters Score -3024116 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3024675.750000 Penalty: 4911.261230
	Iteration 7F: 3 clusters Score -3024676 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3025251.750000 Penalty: 4911.261230
	Iteration 8Q: 3 clusters Score -3025252 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3025854.750000 Penalty: 4911.261230
	Iteration 9Q: 3 clusters Score -3025855 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3026372.750000 Penalty: 4911.261230
	Iteration 10Q: 3 clusters Score -3026373 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3026865.000000 Penalty: 4911.261230
	Iteration 11Q: 3 clusters Score -3026865 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3027275.750000 Penalty: 4911.261230
	Iteration 12Q: 3 clusters Score -3027276 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3027608.750000 Penalty: 4911.261230
	Iteration 13Q: 3 clusters Score -3027609 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3027840.250000 Penalty: 4911.261230
	Iteration 14Q: 3 clusters Score -3027840 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3028028.000000 Penalty: 4911.261230
	Iteration 15Q: 3 clusters Score -3028028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3028147.750000 Penalty: 4911.261230
	Iteration 16Q: 3 clusters Score -3028148 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3028257.500000 Penalty: 4911.261230
	Iteration 17Q: 3 clusters Score -3028258 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3028355.250000 Penalty: 4911.261230
	Iteration 18Q: 3 clusters Score -3028355 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3028431.250000 Penalty: 4911.261230
	Iteration 19Q: 3 clusters Score -3028431 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3028495.000000 Penalty: 4911.261230
	Iteration 20F: 3 clusters Score -3028495 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3028536.250000 Penalty: 4911.261230
	Iteration 21Q: 3 clusters Score -3028536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3028581.750000 Penalty: 4911.261230
	Iteration 22Q: 3 clusters Score -3028582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3028598.250000 Penalty: 4911.261230
	Iteration 23Q: 3 clusters Score -3028598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3028619.250000 Penalty: 4911.261230
	Iteration 24Q: 3 clusters Score -3028619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3028646.250000 Penalty: 4911.261230
	Iteration 25Q: 3 clusters Score -3028646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3028659.000000 Penalty: 4911.261230
	Iteration 26Q: 3 clusters Score -3028659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3028688.000000 Penalty: 4911.261230
	Iteration 27Q: 3 clusters Score -3028688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3028706.750000 Penalty: 4911.261230
	Iteration 28Q: 3 clusters Score -3028707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3028723.250000 Penalty: 4911.261230
	Iteration 29Q: 3 clusters Score -3028723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3028748.250000 Penalty: 4911.261230
	Iteration 30Q: 3 clusters Score -3028748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3028766.250000 Penalty: 4911.261230
	Iteration 31Q: 3 clusters Score -3028766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3028786.500000 Penalty: 4911.261230
	Iteration 32Q: 3 clusters Score -3028786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3028799.250000 Penalty: 4911.261230
	Iteration 33Q: 3 clusters Score -3028799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3028811.750000 Penalty: 4911.261230
	Iteration 34Q: 3 clusters Score -3028812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3028823.000000 Penalty: 4911.261230
	Iteration 35Q: 3 clusters Score -3028823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3028837.750000 Penalty: 4911.261230
	Iteration 36Q: 3 clusters Score -3028838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3028846.250000 Penalty: 4911.261230
	Iteration 37Q: 3 clusters Score -3028846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3028859.500000 Penalty: 4911.261230
	Iteration 38Q: 3 clusters Score -3028860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3028868.750000 Penalty: 4911.261230
	Iteration 39Q: 3 clusters Score -3028869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3028872.500000 Penalty: 4911.261230
	Iteration 40F: 3 clusters Score -3028872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3028884.750000 Penalty: 4911.261230
	Iteration 41Q: 3 clusters Score -3028885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3028880.750000 Penalty: 4911.261230
	Iteration 42Q: 3 clusters Score -3028881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3028892.250000 Penalty: 4911.261230
	Iteration 43Q: 3 clusters Score -3028892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3028900.250000 Penalty: 4911.261230
	Iteration 44Q: 3 clusters Score -3028900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3028907.000000 Penalty: 4911.261230
	Iteration 45Q: 3 clusters Score -3028907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3028928.500000 Penalty: 4911.261230
	Iteration 46Q: 3 clusters Score -3028928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3028947.500000 Penalty: 4911.261230
	Iteration 47Q: 3 clusters Score -3028948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3028966.000000 Penalty: 4911.261230
	Iteration 48Q: 3 clusters Score -3028966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3028994.250000 Penalty: 4911.261230
	Iteration 49Q: 3 clusters Score -3028994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3029031.500000 Penalty: 4911.261230
	Iteration 50Q: 3 clusters Score -3029032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3029075.250000 Penalty: 4911.261230
	Iteration 51Q: 3 clusters Score -3029075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3029127.250000 Penalty: 4911.261230
	Iteration 52Q: 3 clusters Score -3029127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3029156.750000 Penalty: 4911.261230
	Iteration 53Q: 3 clusters Score -3029157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3029172.250000 Penalty: 4911.261230
	Iteration 54Q: 3 clusters Score -3029172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3029186.000000 Penalty: 4911.261230
	Iteration 55Q: 3 clusters Score -3029186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3029188.000000 Penalty: 4911.261230
	Iteration 56Q: 3 clusters Score -3029188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3029191.250000 Penalty: 4911.261230
	Iteration 57Q: 3 clusters Score -3029191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3029197.250000 Penalty: 4911.261230
	Iteration 58Q: 3 clusters Score -3029197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3029196.500000 Penalty: 4911.261230
	Iteration 59Q: 3 clusters Score -3029196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3029199.750000 Penalty: 4911.261230
	Iteration 60F: 3 clusters Score -3029200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3029200.250000 Penalty: 4911.261230
	Iteration 61Q: 3 clusters Score -3029200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3029200.250000 Penalty: 4911.261230
	Iteration 62F: 3 clusters Score -3029200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (211154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211154 members 
Entering Unmasked Estep 
Score: -32158594.000000 Penalty: 3040.564941
	Iteration 0F: 2 clusters Score -3.215859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -32027816.000000 Penalty: 6081.129883
	Iteration 0F: 3 clusters Score -3.202782e+07 nChanged 101832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 113283 members 
Entering Unmasked Estep 
Score: -32088534.000000 Penalty: 6081.129883
	Iteration 1F: 3 clusters Score -3.208853e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -32093340.000000 Penalty: 6081.129883
	Iteration 2Q: 3 clusters Score -3.209334e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -32102046.000000 Penalty: 6081.129883
	Iteration 3Q: 3 clusters Score -3.210205e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -32116090.000000 Penalty: 6081.129883
	Iteration 4F: 3 clusters Score -3.211609e+07 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94591 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -32134872.000000 Penalty: 6081.129883
	Iteration 5F: 3 clusters Score -3.213487e+07 nChanged 21968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -32153600.000000 Penalty: 6081.129883
	Iteration 6F: 3 clusters Score -3.21536e+07 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -32170444.000000 Penalty: 6081.129883
	Iteration 7F: 3 clusters Score -3.217044e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -32181356.000000 Penalty: 6081.129883
	Iteration 8F: 3 clusters Score -3.218136e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -32187356.000000 Penalty: 6081.129883
	Iteration 9F: 3 clusters Score -3.218736e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -32192036.000000 Penalty: 6081.129883
	Iteration 10Q: 3 clusters Score -3.219204e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -32196028.000000 Penalty: 6081.129883
	Iteration 11Q: 3 clusters Score -3.219603e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -32199468.000000 Penalty: 6081.129883
	Iteration 12Q: 3 clusters Score -3.219947e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -32202322.000000 Penalty: 6081.129883
	Iteration 13Q: 3 clusters Score -3.220232e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -32204992.000000 Penalty: 6081.129883
	Iteration 14Q: 3 clusters Score -3.220499e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -32206644.000000 Penalty: 6081.129883
	Iteration 15Q: 3 clusters Score -3.220664e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184470 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -32207788.000000 Penalty: 6081.129883
	Iteration 16Q: 3 clusters Score -3.220779e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186437 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -32208432.000000 Penalty: 6081.129883
	Iteration 17Q: 3 clusters Score -3.220843e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187800 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -32208546.000000 Penalty: 6081.129883
	Iteration 18Q: 3 clusters Score -3.220855e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188686 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -32208644.000000 Penalty: 6081.129883
	Iteration 19Q: 3 clusters Score -3.220864e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189292 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -32208910.000000 Penalty: 6081.129883
	Iteration 20F: 3 clusters Score -3.220891e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189920 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -32208950.000000 Penalty: 6081.129883
	Iteration 21Q: 3 clusters Score -3.220895e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190378 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -32208936.000000 Penalty: 6081.129883
	Iteration 22Q: 3 clusters Score -3.220894e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190694 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -32208896.000000 Penalty: 6081.129883
	Iteration 23Q: 3 clusters Score -3.22089e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190900 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -32208872.000000 Penalty: 6081.129883
	Iteration 24Q: 3 clusters Score -3.220887e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -32208808.000000 Penalty: 6081.129883
	Iteration 25Q: 3 clusters Score -3.220881e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -32208776.000000 Penalty: 6081.129883
	Iteration 26Q: 3 clusters Score -3.220878e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -32208770.000000 Penalty: 6081.129883
	Iteration 27Q: 3 clusters Score -3.220877e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191279 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -32208754.000000 Penalty: 6081.129883
	Iteration 28Q: 3 clusters Score -3.220875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191305 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -32208772.000000 Penalty: 6081.129883
	Iteration 29Q: 3 clusters Score -3.220877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191330 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -32208764.000000 Penalty: 6081.129883
	Iteration 30Q: 3 clusters Score -3.220876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191349 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -32208764.000000 Penalty: 6081.129883
	Iteration 31Q: 3 clusters Score -3.220876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191362 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -32208784.000000 Penalty: 6081.129883
	Iteration 32Q: 3 clusters Score -3.220878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -32208768.000000 Penalty: 6081.129883
	Iteration 33Q: 3 clusters Score -3.220877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191381 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -32208798.000000 Penalty: 6081.129883
	Iteration 34Q: 3 clusters Score -3.22088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191386 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -32208808.000000 Penalty: 6081.129883
	Iteration 35Q: 3 clusters Score -3.220881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -32208792.000000 Penalty: 6081.129883
	Iteration 36Q: 3 clusters Score -3.220879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -32208798.000000 Penalty: 6081.129883
	Iteration 37Q: 3 clusters Score -3.22088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -32208762.000000 Penalty: 6081.129883
	Iteration 38Q: 3 clusters Score -3.220876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -32208764.000000 Penalty: 6081.129883
	Iteration 39Q: 3 clusters Score -3.220876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191401 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -32208776.000000 Penalty: 6081.129883
	Iteration 40F: 3 clusters Score -3.220878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Entering Unmasked Estep 
Score: -104035064.000000 Penalty: 73412.390625
Splitting cluster 5 changes total score from -103979736.000000 to -104035064.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (41535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Entering Unmasked Estep 
Score: -6283777.000000 Penalty: 2637.304443
	Iteration 0F: 2 clusters Score -6283777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -6255614.000000 Penalty: 5274.608887
	Iteration 0F: 3 clusters Score -6255614 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -6266529.000000 Penalty: 5274.608887
	Iteration 1F: 3 clusters Score -6266529 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -6267458.500000 Penalty: 5274.608887
	Iteration 2F: 3 clusters Score -6267458 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -6268576.500000 Penalty: 5274.608887
	Iteration 3F: 3 clusters Score -6268576 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -6269915.000000 Penalty: 5274.608887
	Iteration 4F: 3 clusters Score -6269915 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6271553.000000 Penalty: 5274.608887
	Iteration 5F: 3 clusters Score -6271553 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6273335.000000 Penalty: 5274.608887
	Iteration 6F: 3 clusters Score -6273335 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -6275182.500000 Penalty: 5274.608887
	Iteration 7F: 3 clusters Score -6275182 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -6276780.500000 Penalty: 5274.608887
	Iteration 8F: 3 clusters Score -6276780 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -6278156.500000 Penalty: 5274.608887
	Iteration 9Q: 3 clusters Score -6278156 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -6279240.500000 Penalty: 5274.608887
	Iteration 10Q: 3 clusters Score -6279240 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -6280119.000000 Penalty: 5274.608887
	Iteration 11Q: 3 clusters Score -6280119 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -6280727.000000 Penalty: 5274.608887
	Iteration 12Q: 3 clusters Score -6280727 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -6281081.500000 Penalty: 5274.608887
	Iteration 13Q: 3 clusters Score -6281082 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -6281312.000000 Penalty: 5274.608887
	Iteration 14Q: 3 clusters Score -6281312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -6281439.000000 Penalty: 5274.608887
	Iteration 15Q: 3 clusters Score -6281439 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -6281530.500000 Penalty: 5274.608887
	Iteration 16Q: 3 clusters Score -6281530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -6281586.500000 Penalty: 5274.608887
	Iteration 17Q: 3 clusters Score -6281586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -6281607.000000 Penalty: 5274.608887
	Iteration 18Q: 3 clusters Score -6281607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6281618.000000 Penalty: 5274.608887
	Iteration 19Q: 3 clusters Score -6281618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -6281637.000000 Penalty: 5274.608887
	Iteration 20F: 3 clusters Score -6281637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -6281645.500000 Penalty: 5274.608887
	Iteration 21Q: 3 clusters Score -6281646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -6281657.000000 Penalty: 5274.608887
	Iteration 22Q: 3 clusters Score -6281657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -6281653.500000 Penalty: 5274.608887
	Iteration 23Q: 3 clusters Score -6281654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6281660.000000 Penalty: 5274.608887
	Iteration 24Q: 3 clusters Score -6281660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -6281660.000000 Penalty: 5274.608887
	Iteration 25F: 3 clusters Score -6281660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -120590.531250 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -120590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118841.960938 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -118842 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120020.976562 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -120021 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120746.773438 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -120746.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121473.601562 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -121473.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -122163.765625 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -122163.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122728.843750 Penalty: 3480.683105
	Iteration 5F: 3 clusters Score -122728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122985.437500 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -122985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -123081.367188 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -123081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -123121.835938 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -123121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -123129.125000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -123129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -123131.867188 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -123131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -123138.671875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -123138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123140.203125 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -123140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -123145.148438 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -123145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123161.937500 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -123161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123161.937500 Penalty: 3480.683105
	Iteration 15F: 3 clusters Score -123161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Entering Unmasked Estep 
Score: -104035976.000000 Penalty: 76749.320312
Splitting cluster 8 changes total score from -103979736.000000 to -104035976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (9546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Entering Unmasked Estep 
Score: -1314159.875000 Penalty: 2272.641602
	Iteration 0F: 2 clusters Score -1314160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1306853.125000 Penalty: 4545.283203
	Iteration 0F: 3 clusters Score -1306853 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1309356.500000 Penalty: 4545.283203
	Iteration 1F: 3 clusters Score -1309356 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1310256.750000 Penalty: 4545.283203
	Iteration 2F: 3 clusters Score -1310257 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1311230.875000 Penalty: 4545.283203
	Iteration 3F: 3 clusters Score -1311231 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1312131.250000 Penalty: 4545.283203
	Iteration 4F: 3 clusters Score -1312131 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1312761.375000 Penalty: 4545.283203
	Iteration 5F: 3 clusters Score -1312761 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1313145.375000 Penalty: 4545.283203
	Iteration 6F: 3 clusters Score -1313145 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1313354.125000 Penalty: 4545.283203
	Iteration 7Q: 3 clusters Score -1313354 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1313464.125000 Penalty: 4545.283203
	Iteration 8Q: 3 clusters Score -1313464 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1313537.750000 Penalty: 4545.283203
	Iteration 9Q: 3 clusters Score -1313538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1313600.125000 Penalty: 4545.283203
	Iteration 10Q: 3 clusters Score -1313600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1313645.750000 Penalty: 4545.283203
	Iteration 11Q: 3 clusters Score -1313646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1313688.750000 Penalty: 4545.283203
	Iteration 12Q: 3 clusters Score -1313689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1313736.125000 Penalty: 4545.283203
	Iteration 13Q: 3 clusters Score -1313736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1313771.250000 Penalty: 4545.283203
	Iteration 14Q: 3 clusters Score -1313771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1313796.500000 Penalty: 4545.283203
	Iteration 15Q: 3 clusters Score -1313796 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1313818.750000 Penalty: 4545.283203
	Iteration 16Q: 3 clusters Score -1313819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1313830.375000 Penalty: 4545.283203
	Iteration 17Q: 3 clusters Score -1313830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1313846.125000 Penalty: 4545.283203
	Iteration 18Q: 3 clusters Score -1313846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1313854.375000 Penalty: 4545.283203
	Iteration 19Q: 3 clusters Score -1313854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1313868.125000 Penalty: 4545.283203
	Iteration 20F: 3 clusters Score -1313868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1313870.625000 Penalty: 4545.283203
	Iteration 21Q: 3 clusters Score -1313871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1313877.250000 Penalty: 4545.283203
	Iteration 22Q: 3 clusters Score -1313877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1313878.625000 Penalty: 4545.283203
	Iteration 23Q: 3 clusters Score -1313879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1313883.125000 Penalty: 4545.283203
	Iteration 24Q: 3 clusters Score -1313883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1313886.625000 Penalty: 4545.283203
	Iteration 25Q: 3 clusters Score -1313887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1313894.125000 Penalty: 4545.283203
	Iteration 26Q: 3 clusters Score -1313894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1313893.875000 Penalty: 4545.283203
	Iteration 27Q: 3 clusters Score -1313894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1313895.125000 Penalty: 4545.283203
	Iteration 28Q: 3 clusters Score -1313895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1313896.375000 Penalty: 4545.283203
	Iteration 29Q: 3 clusters Score -1313896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1313899.000000 Penalty: 4545.283203
	Iteration 30Q: 3 clusters Score -1313899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1313905.500000 Penalty: 4545.283203
	Iteration 31Q: 3 clusters Score -1313906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1313907.375000 Penalty: 4545.283203
	Iteration 32Q: 3 clusters Score -1313907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1313911.625000 Penalty: 4545.283203
	Iteration 33Q: 3 clusters Score -1313912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1313913.875000 Penalty: 4545.283203
	Iteration 34Q: 3 clusters Score -1313914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1313916.000000 Penalty: 4545.283203
	Iteration 35Q: 3 clusters Score -1313916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1313916.875000 Penalty: 4545.283203
	Iteration 36Q: 3 clusters Score -1313917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1313920.750000 Penalty: 4545.283203
	Iteration 37Q: 3 clusters Score -1313921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1313925.750000 Penalty: 4545.283203
	Iteration 38Q: 3 clusters Score -1313926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1313925.125000 Penalty: 4545.283203
	Iteration 39Q: 3 clusters Score -1313925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1313927.500000 Penalty: 4545.283203
	Iteration 40F: 3 clusters Score -1313928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1313928.375000 Penalty: 4545.283203
	Iteration 41Q: 3 clusters Score -1313928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1313929.375000 Penalty: 4545.283203
	Iteration 42Q: 3 clusters Score -1313929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1313928.750000 Penalty: 4545.283203
	Iteration 43Q: 3 clusters Score -1313929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1313928.000000 Penalty: 4545.283203
	Iteration 44Q: 3 clusters Score -1313928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1313928.000000 Penalty: 4545.283203
	Iteration 45F: 3 clusters Score -1313928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1670069.125000 Penalty: 2309.329590
	Iteration 0F: 2 clusters Score -1670069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1661768.125000 Penalty: 4618.659180
	Iteration 0F: 3 clusters Score -1661768 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1664237.750000 Penalty: 4618.659180
	Iteration 1F: 3 clusters Score -1664238 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1664605.750000 Penalty: 4618.659180
	Iteration 2F: 3 clusters Score -1664606 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1664972.375000 Penalty: 4618.659180
	Iteration 3F: 3 clusters Score -1664972 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1665383.250000 Penalty: 4618.659180
	Iteration 4F: 3 clusters Score -1665383 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1665871.500000 Penalty: 4618.659180
	Iteration 5F: 3 clusters Score -1665872 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1666493.375000 Penalty: 4618.659180
	Iteration 6F: 3 clusters Score -1666493 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1667175.375000 Penalty: 4618.659180
	Iteration 7F: 3 clusters Score -1667175 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1667814.625000 Penalty: 4618.659180
	Iteration 8F: 3 clusters Score -1667815 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1668320.375000 Penalty: 4618.659180
	Iteration 9Q: 3 clusters Score -1668320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1668710.000000 Penalty: 4618.659180
	Iteration 10Q: 3 clusters Score -1668710 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1668942.000000 Penalty: 4618.659180
	Iteration 11Q: 3 clusters Score -1668942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1669048.125000 Penalty: 4618.659180
	Iteration 12Q: 3 clusters Score -1669048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1669106.875000 Penalty: 4618.659180
	Iteration 13Q: 3 clusters Score -1669107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1669147.500000 Penalty: 4618.659180
	Iteration 14Q: 3 clusters Score -1669148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1669169.750000 Penalty: 4618.659180
	Iteration 15Q: 3 clusters Score -1669170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1669198.500000 Penalty: 4618.659180
	Iteration 16Q: 3 clusters Score -1669198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1669212.125000 Penalty: 4618.659180
	Iteration 17Q: 3 clusters Score -1669212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1669228.625000 Penalty: 4618.659180
	Iteration 18Q: 3 clusters Score -1669229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1669235.000000 Penalty: 4618.659180
	Iteration 19Q: 3 clusters Score -1669235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1669245.125000 Penalty: 4618.659180
	Iteration 20F: 3 clusters Score -1669245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1669258.125000 Penalty: 4618.659180
	Iteration 21Q: 3 clusters Score -1669258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1669266.750000 Penalty: 4618.659180
	Iteration 22Q: 3 clusters Score -1669267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1669270.625000 Penalty: 4618.659180
	Iteration 23Q: 3 clusters Score -1669271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1669275.250000 Penalty: 4618.659180
	Iteration 24Q: 3 clusters Score -1669275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1669276.375000 Penalty: 4618.659180
	Iteration 25Q: 3 clusters Score -1669276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1669276.000000 Penalty: 4618.659180
	Iteration 26Q: 3 clusters Score -1669276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1669278.000000 Penalty: 4618.659180
	Iteration 27Q: 3 clusters Score -1669278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1669279.875000 Penalty: 4618.659180
	Iteration 28Q: 3 clusters Score -1669280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1669290.125000 Penalty: 4618.659180
	Iteration 29Q: 3 clusters Score -1669290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1669289.875000 Penalty: 4618.659180
	Iteration 30Q: 3 clusters Score -1669290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1669294.625000 Penalty: 4618.659180
	Iteration 31Q: 3 clusters Score -1669295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1669293.375000 Penalty: 4618.659180
	Iteration 32Q: 3 clusters Score -1669293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1669295.375000 Penalty: 4618.659180
	Iteration 33Q: 3 clusters Score -1669295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1669298.000000 Penalty: 4618.659180
	Iteration 34Q: 3 clusters Score -1669298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1669297.750000 Penalty: 4618.659180
	Iteration 35Q: 3 clusters Score -1669298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1669307.500000 Penalty: 4618.659180
	Iteration 36Q: 3 clusters Score -1669308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1669308.000000 Penalty: 4618.659180
	Iteration 37Q: 3 clusters Score -1669308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1669313.625000 Penalty: 4618.659180
	Iteration 38Q: 3 clusters Score -1669314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1669315.250000 Penalty: 4618.659180
	Iteration 39Q: 3 clusters Score -1669315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1669314.375000 Penalty: 4618.659180
	Iteration 40F: 3 clusters Score -1669314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1669315.875000 Penalty: 4618.659180
	Iteration 41Q: 3 clusters Score -1669316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1669315.750000 Penalty: 4618.659180
	Iteration 42Q: 3 clusters Score -1669316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1669318.375000 Penalty: 4618.659180
	Iteration 43Q: 3 clusters Score -1669318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1669318.375000 Penalty: 4618.659180
	Iteration 44F: 3 clusters Score -1669318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -325968.437500 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -325968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -323327.031250 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -323327 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -327610.437500 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -327610.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -331156.312500 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -331156.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -332394.187500 Penalty: 3911.123291
	Iteration 3F: 3 clusters Score -332394.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -332869.562500 Penalty: 3911.123291
	Iteration 4Q: 3 clusters Score -332869.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -333236.781250 Penalty: 3911.123291
	Iteration 5Q: 3 clusters Score -333236.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -333562.906250 Penalty: 3911.123291
	Iteration 6Q: 3 clusters Score -333562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -333780.968750 Penalty: 3911.123291
	Iteration 7Q: 3 clusters Score -333781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -333996.593750 Penalty: 3911.123291
	Iteration 8Q: 3 clusters Score -333996.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -334273.968750 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -334274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -334377.593750 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -334377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -334392.031250 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -334392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -334398.437500 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -334398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -334398.375000 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -334398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -334398.843750 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -334398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -334399.843750 Penalty: 3911.123291
	Iteration 15Q: 3 clusters Score -334399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -334399.843750 Penalty: 3911.123291
	Iteration 16F: 3 clusters Score -334399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 16081 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Entering Unmasked Estep 
Score: -104042784.000000 Penalty: 80086.250000
Splitting cluster 11 changes total score from -103979736.000000 to -104042784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -2324311.750000 Penalty: 2401.977539
	Iteration 0F: 2 clusters Score -2324312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2312816.500000 Penalty: 4803.955078
	Iteration 0F: 3 clusters Score -2312816 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2316941.500000 Penalty: 4803.955078
	Iteration 1F: 3 clusters Score -2316942 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2317898.750000 Penalty: 4803.955078
	Iteration 2F: 3 clusters Score -2317899 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2318904.750000 Penalty: 4803.955078
	Iteration 3F: 3 clusters Score -2318905 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2319829.750000 Penalty: 4803.955078
	Iteration 4F: 3 clusters Score -2319830 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2320670.000000 Penalty: 4803.955078
	Iteration 5F: 3 clusters Score -2320670 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2321367.750000 Penalty: 4803.955078
	Iteration 6F: 3 clusters Score -2321368 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2321998.750000 Penalty: 4803.955078
	Iteration 7F: 3 clusters Score -2321999 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2322534.750000 Penalty: 4803.955078
	Iteration 8Q: 3 clusters Score -2322535 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2322958.500000 Penalty: 4803.955078
	Iteration 9Q: 3 clusters Score -2322958 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2323299.750000 Penalty: 4803.955078
	Iteration 10Q: 3 clusters Score -2323300 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2323589.750000 Penalty: 4803.955078
	Iteration 11Q: 3 clusters Score -2323590 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2323836.500000 Penalty: 4803.955078
	Iteration 12Q: 3 clusters Score -2323836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2324050.000000 Penalty: 4803.955078
	Iteration 13Q: 3 clusters Score -2324050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2324241.500000 Penalty: 4803.955078
	Iteration 14Q: 3 clusters Score -2324242 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2324489.750000 Penalty: 4803.955078
	Iteration 15Q: 3 clusters Score -2324490 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2324718.750000 Penalty: 4803.955078
	Iteration 16Q: 3 clusters Score -2324719 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2324833.000000 Penalty: 4803.955078
	Iteration 17Q: 3 clusters Score -2324833 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2324888.500000 Penalty: 4803.955078
	Iteration 18Q: 3 clusters Score -2324888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2324913.500000 Penalty: 4803.955078
	Iteration 19Q: 3 clusters Score -2324914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2324947.000000 Penalty: 4803.955078
	Iteration 20F: 3 clusters Score -2324947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2324963.750000 Penalty: 4803.955078
	Iteration 21Q: 3 clusters Score -2324964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2324979.750000 Penalty: 4803.955078
	Iteration 22Q: 3 clusters Score -2324980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2324995.000000 Penalty: 4803.955078
	Iteration 23Q: 3 clusters Score -2324995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2324999.000000 Penalty: 4803.955078
	Iteration 24Q: 3 clusters Score -2324999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2325017.000000 Penalty: 4803.955078
	Iteration 25Q: 3 clusters Score -2325017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2325024.750000 Penalty: 4803.955078
	Iteration 26Q: 3 clusters Score -2325025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2325036.500000 Penalty: 4803.955078
	Iteration 27Q: 3 clusters Score -2325036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2325042.500000 Penalty: 4803.955078
	Iteration 28Q: 3 clusters Score -2325042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2325048.500000 Penalty: 4803.955078
	Iteration 29Q: 3 clusters Score -2325048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2325044.750000 Penalty: 4803.955078
	Iteration 30Q: 3 clusters Score -2325045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2325048.750000 Penalty: 4803.955078
	Iteration 31Q: 3 clusters Score -2325049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2325048.750000 Penalty: 4803.955078
	Iteration 32Q: 3 clusters Score -2325049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2325053.250000 Penalty: 4803.955078
	Iteration 33Q: 3 clusters Score -2325053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2325055.250000 Penalty: 4803.955078
	Iteration 34Q: 3 clusters Score -2325055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2325056.250000 Penalty: 4803.955078
	Iteration 35Q: 3 clusters Score -2325056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2325057.250000 Penalty: 4803.955078
	Iteration 36Q: 3 clusters Score -2325057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2325052.500000 Penalty: 4803.955078
	Iteration 37Q: 3 clusters Score -2325052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2325060.000000 Penalty: 4803.955078
	Iteration 38Q: 3 clusters Score -2325060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2325061.000000 Penalty: 4803.955078
	Iteration 39Q: 3 clusters Score -2325061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2325061.750000 Penalty: 4803.955078
	Iteration 40F: 3 clusters Score -2325062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2325063.500000 Penalty: 4803.955078
	Iteration 41Q: 3 clusters Score -2325064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2325060.500000 Penalty: 4803.955078
	Iteration 42Q: 3 clusters Score -2325060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2325060.500000 Penalty: 4803.955078
	Iteration 43F: 3 clusters Score -2325060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 9797 members 
Entering Unmasked Estep 
Score: -104042384.000000 Penalty: 83423.171875
Splitting cluster 13 changes total score from -103979736.000000 to -104042384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -453467.187500 Penalty: 1999.170532
	Iteration 0F: 2 clusters Score -453467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -450375.843750 Penalty: 3998.341064
	Iteration 0F: 3 clusters Score -450375.8 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -452072.781250 Penalty: 3998.341064
	Iteration 1F: 3 clusters Score -452072.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -453680.500000 Penalty: 3998.341064
	Iteration 2F: 3 clusters Score -453680.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -454889.375000 Penalty: 3998.341064
	Iteration 3F: 3 clusters Score -454889.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -455374.562500 Penalty: 3998.341064
	Iteration 4F: 3 clusters Score -455374.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -455626.843750 Penalty: 3998.341064
	Iteration 5Q: 3 clusters Score -455626.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -455711.625000 Penalty: 3998.341064
	Iteration 6Q: 3 clusters Score -455711.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -455750.750000 Penalty: 3998.341064
	Iteration 7Q: 3 clusters Score -455750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -455760.187500 Penalty: 3998.341064
	Iteration 8Q: 3 clusters Score -455760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -455765.437500 Penalty: 3998.341064
	Iteration 9Q: 3 clusters Score -455765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -455768.406250 Penalty: 3998.341064
	Iteration 10Q: 3 clusters Score -455768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -455771.468750 Penalty: 3998.341064
	Iteration 11Q: 3 clusters Score -455771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -455772.593750 Penalty: 3998.341064
	Iteration 12Q: 3 clusters Score -455772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -455832.093750 Penalty: 3998.341064
	Iteration 13F: 3 clusters Score -455832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -455931.875000 Penalty: 3998.341064
	Iteration 14Q: 3 clusters Score -455931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -455965.187500 Penalty: 3998.341064
	Iteration 15Q: 3 clusters Score -455965.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -455999.062500 Penalty: 3998.341064
	Iteration 16Q: 3 clusters Score -455999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -456018.312500 Penalty: 3998.341064
	Iteration 17Q: 3 clusters Score -456018.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -456024.156250 Penalty: 3998.341064
	Iteration 18Q: 3 clusters Score -456024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -456026.687500 Penalty: 3998.341064
	Iteration 19Q: 3 clusters Score -456026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -456037.625000 Penalty: 3998.341064
	Iteration 20F: 3 clusters Score -456037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -456054.968750 Penalty: 3998.341064
	Iteration 21Q: 3 clusters Score -456055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -456070.968750 Penalty: 3998.341064
	Iteration 22Q: 3 clusters Score -456071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -456088.562500 Penalty: 3998.341064
	Iteration 23Q: 3 clusters Score -456088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -456091.531250 Penalty: 3998.341064
	Iteration 24Q: 3 clusters Score -456091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -456092.281250 Penalty: 3998.341064
	Iteration 25Q: 3 clusters Score -456092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -456092.593750 Penalty: 3998.341064
	Iteration 26Q: 3 clusters Score -456092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -456093.500000 Penalty: 3998.341064
	Iteration 27Q: 3 clusters Score -456093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -456093.500000 Penalty: 3998.341064
	Iteration 28F: 3 clusters Score -456093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 7677 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 547 members 
Entering Unmasked Estep 
Score: -104043112.000000 Penalty: 86760.101562
Splitting cluster 14 changes total score from -103979736.000000 to -104043112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -1167374.625000 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -1167375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1161134.250000 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -1161134 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1162842.250000 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -1162842 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1163138.125000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -1163138 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1163420.375000 Penalty: 4437.208008
	Iteration 3F: 3 clusters Score -1163420 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1163691.000000 Penalty: 4437.208008
	Iteration 4Q: 3 clusters Score -1163691 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1163967.875000 Penalty: 4437.208008
	Iteration 5F: 3 clusters Score -1163968 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1164314.500000 Penalty: 4437.208008
	Iteration 6F: 3 clusters Score -1164314 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1164770.500000 Penalty: 4437.208008
	Iteration 7F: 3 clusters Score -1164770 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1165394.375000 Penalty: 4437.208008
	Iteration 8F: 3 clusters Score -1165394 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1166263.000000 Penalty: 4437.208008
	Iteration 9F: 3 clusters Score -1166263 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1167279.875000 Penalty: 4437.208008
	Iteration 10F: 3 clusters Score -1167280 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1167990.000000 Penalty: 4437.208008
	Iteration 11F: 3 clusters Score -1167990 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1168336.750000 Penalty: 4437.208008
	Iteration 12Q: 3 clusters Score -1168337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1168423.875000 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -1168424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1168438.375000 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -1168438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1168448.500000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -1168448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1168449.500000 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -1168450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1168451.750000 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -1168452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1168453.375000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -1168453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1168454.875000 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -1168455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1168454.875000 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -1168455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 36592 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 4801 members 
Entering Unmasked Estep 
Score: -104042968.000000 Penalty: 90097.031250
Splitting cluster 15 changes total score from -103979736.000000 to -104042968.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (10628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Entering Unmasked Estep 
Score: -1576494.250000 Penalty: 2299.269287
	Iteration 0F: 2 clusters Score -1576494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1568537.500000 Penalty: 4598.538574
	Iteration 0F: 3 clusters Score -1568538 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1570920.000000 Penalty: 4598.538574
	Iteration 1F: 3 clusters Score -1570920 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1571446.500000 Penalty: 4598.538574
	Iteration 2F: 3 clusters Score -1571446 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1571901.875000 Penalty: 4598.538574
	Iteration 3F: 3 clusters Score -1571902 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1572281.625000 Penalty: 4598.538574
	Iteration 4F: 3 clusters Score -1572282 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1572627.375000 Penalty: 4598.538574
	Iteration 5F: 3 clusters Score -1572627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1572910.375000 Penalty: 4598.538574
	Iteration 6Q: 3 clusters Score -1572910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1573151.375000 Penalty: 4598.538574
	Iteration 7Q: 3 clusters Score -1573151 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1573315.625000 Penalty: 4598.538574
	Iteration 8Q: 3 clusters Score -1573316 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1573449.125000 Penalty: 4598.538574
	Iteration 9Q: 3 clusters Score -1573449 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1573559.250000 Penalty: 4598.538574
	Iteration 10Q: 3 clusters Score -1573559 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1573660.625000 Penalty: 4598.538574
	Iteration 11Q: 3 clusters Score -1573661 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1573763.125000 Penalty: 4598.538574
	Iteration 12Q: 3 clusters Score -1573763 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1573868.500000 Penalty: 4598.538574
	Iteration 13Q: 3 clusters Score -1573868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1573948.625000 Penalty: 4598.538574
	Iteration 14Q: 3 clusters Score -1573949 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1574018.875000 Penalty: 4598.538574
	Iteration 15Q: 3 clusters Score -1574019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1574072.875000 Penalty: 4598.538574
	Iteration 16Q: 3 clusters Score -1574073 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1574122.125000 Penalty: 4598.538574
	Iteration 17Q: 3 clusters Score -1574122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1574164.625000 Penalty: 4598.538574
	Iteration 18Q: 3 clusters Score -1574165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1574191.875000 Penalty: 4598.538574
	Iteration 19Q: 3 clusters Score -1574192 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1574212.375000 Penalty: 4598.538574
	Iteration 20F: 3 clusters Score -1574212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1574232.125000 Penalty: 4598.538574
	Iteration 21Q: 3 clusters Score -1574232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1574244.125000 Penalty: 4598.538574
	Iteration 22Q: 3 clusters Score -1574244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1574253.875000 Penalty: 4598.538574
	Iteration 23Q: 3 clusters Score -1574254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1574263.375000 Penalty: 4598.538574
	Iteration 24Q: 3 clusters Score -1574263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1574265.250000 Penalty: 4598.538574
	Iteration 25Q: 3 clusters Score -1574265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1574267.625000 Penalty: 4598.538574
	Iteration 26Q: 3 clusters Score -1574268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1574274.000000 Penalty: 4598.538574
	Iteration 27Q: 3 clusters Score -1574274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1574274.375000 Penalty: 4598.538574
	Iteration 28Q: 3 clusters Score -1574274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1574281.000000 Penalty: 4598.538574
	Iteration 29Q: 3 clusters Score -1574281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1574282.250000 Penalty: 4598.538574
	Iteration 30Q: 3 clusters Score -1574282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1574282.125000 Penalty: 4598.538574
	Iteration 31Q: 3 clusters Score -1574282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1574283.750000 Penalty: 4598.538574
	Iteration 32Q: 3 clusters Score -1574284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1574283.750000 Penalty: 4598.538574
	Iteration 33F: 3 clusters Score -1574284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Entering Unmasked Estep 
Score: -2881668.500000 Penalty: 2456.659424
	Iteration 0F: 2 clusters Score -2881668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2867622.000000 Penalty: 4913.318848
	Iteration 0F: 3 clusters Score -2867622 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2872664.000000 Penalty: 4913.318848
	Iteration 1F: 3 clusters Score -2872664 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2873396.750000 Penalty: 4913.318848
	Iteration 2F: 3 clusters Score -2873397 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2874107.000000 Penalty: 4913.318848
	Iteration 3F: 3 clusters Score -2874107 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2874787.250000 Penalty: 4913.318848
	Iteration 4F: 3 clusters Score -2874787 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2875411.250000 Penalty: 4913.318848
	Iteration 5F: 3 clusters Score -2875411 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2875937.000000 Penalty: 4913.318848
	Iteration 6F: 3 clusters Score -2875937 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2876361.500000 Penalty: 4913.318848
	Iteration 7Q: 3 clusters Score -2876362 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2876653.000000 Penalty: 4913.318848
	Iteration 8Q: 3 clusters Score -2876653 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2876904.500000 Penalty: 4913.318848
	Iteration 9Q: 3 clusters Score -2876904 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2877124.500000 Penalty: 4913.318848
	Iteration 10Q: 3 clusters Score -2877124 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2877336.000000 Penalty: 4913.318848
	Iteration 11Q: 3 clusters Score -2877336 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2877550.500000 Penalty: 4913.318848
	Iteration 12Q: 3 clusters Score -2877550 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2877752.750000 Penalty: 4913.318848
	Iteration 13Q: 3 clusters Score -2877753 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2877980.500000 Penalty: 4913.318848
	Iteration 14Q: 3 clusters Score -2877980 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2878277.000000 Penalty: 4913.318848
	Iteration 15Q: 3 clusters Score -2878277 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2878597.750000 Penalty: 4913.318848
	Iteration 16Q: 3 clusters Score -2878598 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2878881.500000 Penalty: 4913.318848
	Iteration 17Q: 3 clusters Score -2878882 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2879077.750000 Penalty: 4913.318848
	Iteration 18Q: 3 clusters Score -2879078 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2879239.250000 Penalty: 4913.318848
	Iteration 19Q: 3 clusters Score -2879239 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2879332.000000 Penalty: 4913.318848
	Iteration 20F: 3 clusters Score -2879332 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2879411.000000 Penalty: 4913.318848
	Iteration 21Q: 3 clusters Score -2879411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2879487.000000 Penalty: 4913.318848
	Iteration 22Q: 3 clusters Score -2879487 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2879562.750000 Penalty: 4913.318848
	Iteration 23Q: 3 clusters Score -2879563 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2879637.750000 Penalty: 4913.318848
	Iteration 24Q: 3 clusters Score -2879638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2879691.750000 Penalty: 4913.318848
	Iteration 25Q: 3 clusters Score -2879692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2879750.750000 Penalty: 4913.318848
	Iteration 26Q: 3 clusters Score -2879751 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2879811.750000 Penalty: 4913.318848
	Iteration 27Q: 3 clusters Score -2879812 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2879870.250000 Penalty: 4913.318848
	Iteration 28Q: 3 clusters Score -2879870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2879936.500000 Penalty: 4913.318848
	Iteration 29Q: 3 clusters Score -2879936 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2880001.500000 Penalty: 4913.318848
	Iteration 30Q: 3 clusters Score -2880002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2880049.500000 Penalty: 4913.318848
	Iteration 31Q: 3 clusters Score -2880050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2880101.000000 Penalty: 4913.318848
	Iteration 32Q: 3 clusters Score -2880101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2880157.250000 Penalty: 4913.318848
	Iteration 33Q: 3 clusters Score -2880157 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2880188.000000 Penalty: 4913.318848
	Iteration 34Q: 3 clusters Score -2880188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2880236.750000 Penalty: 4913.318848
	Iteration 35Q: 3 clusters Score -2880237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2880267.500000 Penalty: 4913.318848
	Iteration 36Q: 3 clusters Score -2880268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2880307.500000 Penalty: 4913.318848
	Iteration 37Q: 3 clusters Score -2880308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2880329.250000 Penalty: 4913.318848
	Iteration 38Q: 3 clusters Score -2880329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2880350.250000 Penalty: 4913.318848
	Iteration 39Q: 3 clusters Score -2880350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2880356.250000 Penalty: 4913.318848
	Iteration 40F: 3 clusters Score -2880356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2880371.750000 Penalty: 4913.318848
	Iteration 41Q: 3 clusters Score -2880372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2880385.000000 Penalty: 4913.318848
	Iteration 42Q: 3 clusters Score -2880385 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2880401.000000 Penalty: 4913.318848
	Iteration 43Q: 3 clusters Score -2880401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2880418.750000 Penalty: 4913.318848
	Iteration 44Q: 3 clusters Score -2880419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2880442.750000 Penalty: 4913.318848
	Iteration 45Q: 3 clusters Score -2880443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2880474.000000 Penalty: 4913.318848
	Iteration 46Q: 3 clusters Score -2880474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2880486.750000 Penalty: 4913.318848
	Iteration 47Q: 3 clusters Score -2880487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2880511.250000 Penalty: 4913.318848
	Iteration 48Q: 3 clusters Score -2880511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2880526.000000 Penalty: 4913.318848
	Iteration 49Q: 3 clusters Score -2880526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2880540.750000 Penalty: 4913.318848
	Iteration 50Q: 3 clusters Score -2880541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2880576.750000 Penalty: 4913.318848
	Iteration 51Q: 3 clusters Score -2880577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2880599.500000 Penalty: 4913.318848
	Iteration 52Q: 3 clusters Score -2880600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2880619.500000 Penalty: 4913.318848
	Iteration 53Q: 3 clusters Score -2880620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2880652.500000 Penalty: 4913.318848
	Iteration 54Q: 3 clusters Score -2880652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2880661.750000 Penalty: 4913.318848
	Iteration 55Q: 3 clusters Score -2880662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2880674.250000 Penalty: 4913.318848
	Iteration 56Q: 3 clusters Score -2880674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2880680.750000 Penalty: 4913.318848
	Iteration 57Q: 3 clusters Score -2880681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2880693.750000 Penalty: 4913.318848
	Iteration 58Q: 3 clusters Score -2880694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2880702.000000 Penalty: 4913.318848
	Iteration 59Q: 3 clusters Score -2880702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2880710.500000 Penalty: 4913.318848
	Iteration 60F: 3 clusters Score -2880710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2880728.250000 Penalty: 4913.318848
	Iteration 61Q: 3 clusters Score -2880728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2880734.750000 Penalty: 4913.318848
	Iteration 62Q: 3 clusters Score -2880735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2880737.250000 Penalty: 4913.318848
	Iteration 63Q: 3 clusters Score -2880737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2880744.750000 Penalty: 4913.318848
	Iteration 64Q: 3 clusters Score -2880745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2880756.000000 Penalty: 4913.318848
	Iteration 65Q: 3 clusters Score -2880756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2880756.750000 Penalty: 4913.318848
	Iteration 66Q: 3 clusters Score -2880757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2880763.250000 Penalty: 4913.318848
	Iteration 67Q: 3 clusters Score -2880763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2880775.250000 Penalty: 4913.318848
	Iteration 68Q: 3 clusters Score -2880775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2880773.500000 Penalty: 4913.318848
	Iteration 69Q: 3 clusters Score -2880774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2880773.500000 Penalty: 4913.318848
	Iteration 70Q: 3 clusters Score -2880774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2880774.000000 Penalty: 4913.318848
	Iteration 71Q: 3 clusters Score -2880774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2880784.500000 Penalty: 4913.318848
	Iteration 72Q: 3 clusters Score -2880784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2880792.500000 Penalty: 4913.318848
	Iteration 73Q: 3 clusters Score -2880792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2880793.500000 Penalty: 4913.318848
	Iteration 74Q: 3 clusters Score -2880794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2880797.750000 Penalty: 4913.318848
	Iteration 75Q: 3 clusters Score -2880798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2880801.250000 Penalty: 4913.318848
	Iteration 76Q: 3 clusters Score -2880801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2880801.500000 Penalty: 4913.318848
	Iteration 77Q: 3 clusters Score -2880802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2880803.500000 Penalty: 4913.318848
	Iteration 78Q: 3 clusters Score -2880804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2880806.500000 Penalty: 4913.318848
	Iteration 79Q: 3 clusters Score -2880806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2880810.500000 Penalty: 4913.318848
	Iteration 80F: 3 clusters Score -2880810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2880810.750000 Penalty: 4913.318848
	Iteration 81Q: 3 clusters Score -2880811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2880810.750000 Penalty: 4913.318848
	Iteration 82F: 3 clusters Score -2880811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Entering Unmasked Estep 
Score: -5518046.500000 Penalty: 2605.880859
	Iteration 0F: 2 clusters Score -5518046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5493202.500000 Penalty: 5211.761719
	Iteration 0F: 3 clusters Score -5493202 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5502384.000000 Penalty: 5211.761719
	Iteration 1F: 3 clusters Score -5502384 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -5502949.500000 Penalty: 5211.761719
	Iteration 2Q: 3 clusters Score -5502950 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5503592.000000 Penalty: 5211.761719
	Iteration 3Q: 3 clusters Score -5503592 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5504365.000000 Penalty: 5211.761719
	Iteration 4Q: 3 clusters Score -5504365 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5505496.000000 Penalty: 5211.761719
	Iteration 5F: 3 clusters Score -5505496 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5506949.000000 Penalty: 5211.761719
	Iteration 6F: 3 clusters Score -5506949 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -5508474.500000 Penalty: 5211.761719
	Iteration 7F: 3 clusters Score -5508474 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5509926.000000 Penalty: 5211.761719
	Iteration 8F: 3 clusters Score -5509926 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5511244.500000 Penalty: 5211.761719
	Iteration 9F: 3 clusters Score -5511244 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5512547.000000 Penalty: 5211.761719
	Iteration 10F: 3 clusters Score -5512547 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5513866.500000 Penalty: 5211.761719
	Iteration 11Q: 3 clusters Score -5513866 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5515207.500000 Penalty: 5211.761719
	Iteration 12Q: 3 clusters Score -5515208 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5516530.000000 Penalty: 5211.761719
	Iteration 13Q: 3 clusters Score -5516530 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -5517618.500000 Penalty: 5211.761719
	Iteration 14Q: 3 clusters Score -5517618 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5518300.500000 Penalty: 5211.761719
	Iteration 15Q: 3 clusters Score -5518300 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5518732.500000 Penalty: 5211.761719
	Iteration 16Q: 3 clusters Score -5518732 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -5519045.000000 Penalty: 5211.761719
	Iteration 17Q: 3 clusters Score -5519045 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5519200.000000 Penalty: 5211.761719
	Iteration 18Q: 3 clusters Score -5519200 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5519367.000000 Penalty: 5211.761719
	Iteration 19Q: 3 clusters Score -5519367 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -5519447.500000 Penalty: 5211.761719
	Iteration 20F: 3 clusters Score -5519448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -5519492.000000 Penalty: 5211.761719
	Iteration 21Q: 3 clusters Score -5519492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -5519526.000000 Penalty: 5211.761719
	Iteration 22Q: 3 clusters Score -5519526 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -5519530.000000 Penalty: 5211.761719
	Iteration 23Q: 3 clusters Score -5519530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -5519527.500000 Penalty: 5211.761719
	Iteration 24Q: 3 clusters Score -5519528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5519540.000000 Penalty: 5211.761719
	Iteration 25Q: 3 clusters Score -5519540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5519543.000000 Penalty: 5211.761719
	Iteration 26Q: 3 clusters Score -5519543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -5519538.500000 Penalty: 5211.761719
	Iteration 27Q: 3 clusters Score -5519538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5519547.500000 Penalty: 5211.761719
	Iteration 28Q: 3 clusters Score -5519548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -5519560.500000 Penalty: 5211.761719
	Iteration 29Q: 3 clusters Score -5519560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5519555.000000 Penalty: 5211.761719
	Iteration 30Q: 3 clusters Score -5519555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -5519558.500000 Penalty: 5211.761719
	Iteration 31Q: 3 clusters Score -5519558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5519561.500000 Penalty: 5211.761719
	Iteration 32Q: 3 clusters Score -5519562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -5519566.500000 Penalty: 5211.761719
	Iteration 33Q: 3 clusters Score -5519566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5519566.500000 Penalty: 5211.761719
	Iteration 34Q: 3 clusters Score -5519566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5519564.000000 Penalty: 5211.761719
	Iteration 35Q: 3 clusters Score -5519564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5519554.500000 Penalty: 5211.761719
	Iteration 36Q: 3 clusters Score -5519554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -5519564.000000 Penalty: 5211.761719
	Iteration 37Q: 3 clusters Score -5519564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5519563.000000 Penalty: 5211.761719
	Iteration 38Q: 3 clusters Score -5519563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -5519562.500000 Penalty: 5211.761719
	Iteration 39Q: 3 clusters Score -5519562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5519556.000000 Penalty: 5211.761719
	Iteration 40F: 3 clusters Score -5519556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5519562.000000 Penalty: 5211.761719
	Iteration 41Q: 3 clusters Score -5519562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -5519562.000000 Penalty: 5211.761719
	Iteration 42Q: 3 clusters Score -5519562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -5519563.000000 Penalty: 5211.761719
	Iteration 43Q: 3 clusters Score -5519563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -5519563.000000 Penalty: 5211.761719
	Iteration 44F: 3 clusters Score -5519563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 214852 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 26028 members 
Entering Unmasked Estep 
Score: -104044296.000000 Penalty: 93433.953125
Splitting cluster 18 changes total score from -103979736.000000 to -104044296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (50873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Entering Unmasked Estep 
Score: -7793701.000000 Penalty: 2687.597656
	Iteration 0F: 2 clusters Score -7793701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -7759533.000000 Penalty: 5375.195312
	Iteration 0F: 3 clusters Score -7759533 nChanged 23490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -7772690.000000 Penalty: 5375.195312
	Iteration 1F: 3 clusters Score -7772690 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -7773593.000000 Penalty: 5375.195312
	Iteration 2Q: 3 clusters Score -7773593 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -7774570.000000 Penalty: 5375.195312
	Iteration 3Q: 3 clusters Score -7774570 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7775682.500000 Penalty: 5375.195312
	Iteration 4Q: 3 clusters Score -7775682 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -7776775.500000 Penalty: 5375.195312
	Iteration 5Q: 3 clusters Score -7776776 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -7778083.000000 Penalty: 5375.195312
	Iteration 6F: 3 clusters Score -7778083 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -7779561.000000 Penalty: 5375.195312
	Iteration 7F: 3 clusters Score -7779561 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -7780826.000000 Penalty: 5375.195312
	Iteration 8F: 3 clusters Score -7780826 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -7781990.500000 Penalty: 5375.195312
	Iteration 9Q: 3 clusters Score -7781990 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7783070.500000 Penalty: 5375.195312
	Iteration 10Q: 3 clusters Score -7783070 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -7784103.500000 Penalty: 5375.195312
	Iteration 11Q: 3 clusters Score -7784104 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -7785268.000000 Penalty: 5375.195312
	Iteration 12Q: 3 clusters Score -7785268 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -7786469.000000 Penalty: 5375.195312
	Iteration 13Q: 3 clusters Score -7786469 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7788042.000000 Penalty: 5375.195312
	Iteration 14Q: 3 clusters Score -7788042 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -7789855.000000 Penalty: 5375.195312
	Iteration 15Q: 3 clusters Score -7789855 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -7791241.500000 Penalty: 5375.195312
	Iteration 16Q: 3 clusters Score -7791242 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -7791954.500000 Penalty: 5375.195312
	Iteration 17Q: 3 clusters Score -7791954 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -7792312.000000 Penalty: 5375.195312
	Iteration 18Q: 3 clusters Score -7792312 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -7792504.500000 Penalty: 5375.195312
	Iteration 19Q: 3 clusters Score -7792504 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -7792564.000000 Penalty: 5375.195312
	Iteration 20F: 3 clusters Score -7792564 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -7792633.000000 Penalty: 5375.195312
	Iteration 21Q: 3 clusters Score -7792633 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -7792663.000000 Penalty: 5375.195312
	Iteration 22Q: 3 clusters Score -7792663 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7792717.000000 Penalty: 5375.195312
	Iteration 23Q: 3 clusters Score -7792717 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -7792735.000000 Penalty: 5375.195312
	Iteration 24Q: 3 clusters Score -7792735 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -7792745.000000 Penalty: 5375.195312
	Iteration 25Q: 3 clusters Score -7792745 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -7792756.500000 Penalty: 5375.195312
	Iteration 26Q: 3 clusters Score -7792756 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -7792742.500000 Penalty: 5375.195312
	Iteration 27Q: 3 clusters Score -7792742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -7792751.000000 Penalty: 5375.195312
	Iteration 28Q: 3 clusters Score -7792751 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -7792767.500000 Penalty: 5375.195312
	Iteration 29Q: 3 clusters Score -7792768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -7792771.000000 Penalty: 5375.195312
	Iteration 30Q: 3 clusters Score -7792771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -7792762.000000 Penalty: 5375.195312
	Iteration 31Q: 3 clusters Score -7792762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -7792764.000000 Penalty: 5375.195312
	Iteration 32Q: 3 clusters Score -7792764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -7792793.000000 Penalty: 5375.195312
	Iteration 33Q: 3 clusters Score -7792793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -7792795.500000 Penalty: 5375.195312
	Iteration 34Q: 3 clusters Score -7792796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -7792797.500000 Penalty: 5375.195312
	Iteration 35Q: 3 clusters Score -7792798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7792793.000000 Penalty: 5375.195312
	Iteration 36Q: 3 clusters Score -7792793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -7792812.000000 Penalty: 5375.195312
	Iteration 37Q: 3 clusters Score -7792812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -7792819.500000 Penalty: 5375.195312
	Iteration 38Q: 3 clusters Score -7792820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7792802.500000 Penalty: 5375.195312
	Iteration 39Q: 3 clusters Score -7792802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -7792814.000000 Penalty: 5375.195312
	Iteration 40F: 3 clusters Score -7792814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -7792828.500000 Penalty: 5375.195312
	Iteration 41Q: 3 clusters Score -7792828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -7792829.500000 Penalty: 5375.195312
	Iteration 42Q: 3 clusters Score -7792830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7792847.000000 Penalty: 5375.195312
	Iteration 43Q: 3 clusters Score -7792847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7792857.500000 Penalty: 5375.195312
	Iteration 44Q: 3 clusters Score -7792858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -7792863.500000 Penalty: 5375.195312
	Iteration 45Q: 3 clusters Score -7792864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5375.195312
	Iteration 46Q: 3 clusters Score -7792858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -7792856.500000 Penalty: 5375.195312
	Iteration 47Q: 3 clusters Score -7792856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -7792860.000000 Penalty: 5375.195312
	Iteration 48Q: 3 clusters Score -7792860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -7792859.500000 Penalty: 5375.195312
	Iteration 49Q: 3 clusters Score -7792860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5375.195312
	Iteration 50Q: 3 clusters Score -7792858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -7792855.500000 Penalty: 5375.195312
	Iteration 51Q: 3 clusters Score -7792856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -7792852.500000 Penalty: 5375.195312
	Iteration 52Q: 3 clusters Score -7792852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -7792853.500000 Penalty: 5375.195312
	Iteration 53Q: 3 clusters Score -7792854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -7792851.500000 Penalty: 5375.195312
	Iteration 54Q: 3 clusters Score -7792852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -7792860.500000 Penalty: 5375.195312
	Iteration 55Q: 3 clusters Score -7792860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -7792860.500000 Penalty: 5375.195312
	Iteration 56Q: 3 clusters Score -7792860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -7792849.500000 Penalty: 5375.195312
	Iteration 57Q: 3 clusters Score -7792850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -7792849.000000 Penalty: 5375.195312
	Iteration 58Q: 3 clusters Score -7792849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -7792857.500000 Penalty: 5375.195312
	Iteration 59Q: 3 clusters Score -7792858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -7792854.500000 Penalty: 5375.195312
	Iteration 60F: 3 clusters Score -7792854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5375.195312
	Iteration 61Q: 3 clusters Score -7792858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -7792852.500000 Penalty: 5375.195312
	Iteration 62Q: 3 clusters Score -7792852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -7792857.000000 Penalty: 5375.195312
	Iteration 63Q: 3 clusters Score -7792857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5375.195312
	Iteration 64Q: 3 clusters Score -7792858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -7792858.500000 Penalty: 5375.195312
	Iteration 65Q: 3 clusters Score -7792858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -7792851.500000 Penalty: 5375.195312
	Iteration 66Q: 3 clusters Score -7792852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -7792854.000000 Penalty: 5375.195312
	Iteration 67Q: 3 clusters Score -7792854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7792853.000000 Penalty: 5375.195312
	Iteration 68Q: 3 clusters Score -7792853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -7792853.000000 Penalty: 5375.195312
	Iteration 69F: 3 clusters Score -7792853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Entering Unmasked Estep 
Score: -3878565.750000 Penalty: 2518.060059
	Iteration 0F: 2 clusters Score -3878566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3860878.000000 Penalty: 5036.120117
	Iteration 0F: 3 clusters Score -3860878 nChanged 11462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3867067.500000 Penalty: 5036.120117
	Iteration 1F: 3 clusters Score -3867068 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3867691.250000 Penalty: 5036.120117
	Iteration 2F: 3 clusters Score -3867691 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3868334.000000 Penalty: 5036.120117
	Iteration 3F: 3 clusters Score -3868334 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3868952.250000 Penalty: 5036.120117
	Iteration 4F: 3 clusters Score -3868952 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3869607.250000 Penalty: 5036.120117
	Iteration 5Q: 3 clusters Score -3869607 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3870288.750000 Penalty: 5036.120117
	Iteration 6Q: 3 clusters Score -3870289 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3870933.500000 Penalty: 5036.120117
	Iteration 7Q: 3 clusters Score -3870934 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3871472.750000 Penalty: 5036.120117
	Iteration 8Q: 3 clusters Score -3871473 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3871870.500000 Penalty: 5036.120117
	Iteration 9Q: 3 clusters Score -3871870 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3872229.750000 Penalty: 5036.120117
	Iteration 10Q: 3 clusters Score -3872230 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3872520.250000 Penalty: 5036.120117
	Iteration 11Q: 3 clusters Score -3872520 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3872793.250000 Penalty: 5036.120117
	Iteration 12Q: 3 clusters Score -3872793 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3873019.250000 Penalty: 5036.120117
	Iteration 13Q: 3 clusters Score -3873019 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3873204.000000 Penalty: 5036.120117
	Iteration 14Q: 3 clusters Score -3873204 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3873416.500000 Penalty: 5036.120117
	Iteration 15Q: 3 clusters Score -3873416 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3873630.750000 Penalty: 5036.120117
	Iteration 16Q: 3 clusters Score -3873631 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3873890.250000 Penalty: 5036.120117
	Iteration 17Q: 3 clusters Score -3873890 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3874148.000000 Penalty: 5036.120117
	Iteration 18Q: 3 clusters Score -3874148 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3874437.250000 Penalty: 5036.120117
	Iteration 19Q: 3 clusters Score -3874437 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3874736.500000 Penalty: 5036.120117
	Iteration 20F: 3 clusters Score -3874736 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3875041.750000 Penalty: 5036.120117
	Iteration 21Q: 3 clusters Score -3875042 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3875329.000000 Penalty: 5036.120117
	Iteration 22Q: 3 clusters Score -3875329 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3875601.500000 Penalty: 5036.120117
	Iteration 23Q: 3 clusters Score -3875602 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3875819.500000 Penalty: 5036.120117
	Iteration 24Q: 3 clusters Score -3875820 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3876004.250000 Penalty: 5036.120117
	Iteration 25Q: 3 clusters Score -3876004 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3876187.250000 Penalty: 5036.120117
	Iteration 26Q: 3 clusters Score -3876187 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3876331.250000 Penalty: 5036.120117
	Iteration 27Q: 3 clusters Score -3876331 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3876468.250000 Penalty: 5036.120117
	Iteration 28Q: 3 clusters Score -3876468 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3876547.000000 Penalty: 5036.120117
	Iteration 29Q: 3 clusters Score -3876547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3876628.250000 Penalty: 5036.120117
	Iteration 30Q: 3 clusters Score -3876628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3876690.750000 Penalty: 5036.120117
	Iteration 31Q: 3 clusters Score -3876691 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3876756.500000 Penalty: 5036.120117
	Iteration 32Q: 3 clusters Score -3876756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3876789.750000 Penalty: 5036.120117
	Iteration 33Q: 3 clusters Score -3876790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3876829.500000 Penalty: 5036.120117
	Iteration 34Q: 3 clusters Score -3876830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3876863.250000 Penalty: 5036.120117
	Iteration 35Q: 3 clusters Score -3876863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3876897.500000 Penalty: 5036.120117
	Iteration 36Q: 3 clusters Score -3876898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3876913.250000 Penalty: 5036.120117
	Iteration 37Q: 3 clusters Score -3876913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3876932.500000 Penalty: 5036.120117
	Iteration 38Q: 3 clusters Score -3876932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3876946.250000 Penalty: 5036.120117
	Iteration 39Q: 3 clusters Score -3876946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3876960.250000 Penalty: 5036.120117
	Iteration 40F: 3 clusters Score -3876960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3876977.000000 Penalty: 5036.120117
	Iteration 41Q: 3 clusters Score -3876977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3876996.250000 Penalty: 5036.120117
	Iteration 42Q: 3 clusters Score -3876996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3876998.500000 Penalty: 5036.120117
	Iteration 43Q: 3 clusters Score -3876998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3877008.750000 Penalty: 5036.120117
	Iteration 44Q: 3 clusters Score -3877009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3877007.000000 Penalty: 5036.120117
	Iteration 45Q: 3 clusters Score -3877007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3877015.000000 Penalty: 5036.120117
	Iteration 46Q: 3 clusters Score -3877015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3877026.500000 Penalty: 5036.120117
	Iteration 47Q: 3 clusters Score -3877026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3877031.000000 Penalty: 5036.120117
	Iteration 48Q: 3 clusters Score -3877031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3877035.750000 Penalty: 5036.120117
	Iteration 49Q: 3 clusters Score -3877036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3877039.500000 Penalty: 5036.120117
	Iteration 50Q: 3 clusters Score -3877040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3877038.500000 Penalty: 5036.120117
	Iteration 51Q: 3 clusters Score -3877038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3877042.500000 Penalty: 5036.120117
	Iteration 52Q: 3 clusters Score -3877042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3877051.250000 Penalty: 5036.120117
	Iteration 53Q: 3 clusters Score -3877051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3877057.500000 Penalty: 5036.120117
	Iteration 54Q: 3 clusters Score -3877058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3877066.000000 Penalty: 5036.120117
	Iteration 55Q: 3 clusters Score -3877066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3877067.500000 Penalty: 5036.120117
	Iteration 56Q: 3 clusters Score -3877068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3877068.250000 Penalty: 5036.120117
	Iteration 57Q: 3 clusters Score -3877068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3877065.500000 Penalty: 5036.120117
	Iteration 58Q: 3 clusters Score -3877066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3877072.000000 Penalty: 5036.120117
	Iteration 59Q: 3 clusters Score -3877072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3877075.500000 Penalty: 5036.120117
	Iteration 60F: 3 clusters Score -3877076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3877076.250000 Penalty: 5036.120117
	Iteration 61Q: 3 clusters Score -3877076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3877077.000000 Penalty: 5036.120117
	Iteration 62Q: 3 clusters Score -3877077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3877078.000000 Penalty: 5036.120117
	Iteration 63Q: 3 clusters Score -3877078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3877078.250000 Penalty: 5036.120117
	Iteration 64Q: 3 clusters Score -3877078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3877084.500000 Penalty: 5036.120117
	Iteration 65Q: 3 clusters Score -3877084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3877094.250000 Penalty: 5036.120117
	Iteration 66Q: 3 clusters Score -3877094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3877097.250000 Penalty: 5036.120117
	Iteration 67Q: 3 clusters Score -3877097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3877098.500000 Penalty: 5036.120117
	Iteration 68Q: 3 clusters Score -3877098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3877103.000000 Penalty: 5036.120117
	Iteration 69Q: 3 clusters Score -3877103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3877100.500000 Penalty: 5036.120117
	Iteration 70Q: 3 clusters Score -3877100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3877100.500000 Penalty: 5036.120117
	Iteration 71F: 3 clusters Score -3877100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (214852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214852 members 
Entering Unmasked Estep 
Score: -32951314.000000 Penalty: 3044.870605
	Iteration 0F: 2 clusters Score -3.295131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 107313 members 
Entering Unmasked Estep 
Score: -32891062.000000 Penalty: 6089.741211
	Iteration 0F: 3 clusters Score -3.289106e+07 nChanged 103402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 102719 members 
Entering Unmasked Estep 
Score: -32952506.000000 Penalty: 6089.741211
	Iteration 1F: 3 clusters Score -3.295251e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -32954322.000000 Penalty: 6089.741211
	Iteration 2Q: 3 clusters Score -3.295432e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -32956528.000000 Penalty: 6089.741211
	Iteration 3Q: 3 clusters Score -3.295653e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -32959290.000000 Penalty: 6089.741211
	Iteration 4F: 3 clusters Score -3.295929e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 80698 members 
Entering Unmasked Estep 
Score: -32963408.000000 Penalty: 6089.741211
	Iteration 5F: 3 clusters Score -3.296341e+07 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139080 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -32969270.000000 Penalty: 6089.741211
	Iteration 6F: 3 clusters Score -3.296927e+07 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -32977418.000000 Penalty: 6089.741211
	Iteration 7F: 3 clusters Score -3.297742e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138658 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -32985358.000000 Penalty: 6089.741211
	Iteration 8F: 3 clusters Score -3.298536e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -32990386.000000 Penalty: 6089.741211
	Iteration 9F: 3 clusters Score -3.299039e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130314 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -32992698.000000 Penalty: 6089.741211
	Iteration 10Q: 3 clusters Score -3.29927e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125709 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -32994560.000000 Penalty: 6089.741211
	Iteration 11Q: 3 clusters Score -3.299456e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -32996222.000000 Penalty: 6089.741211
	Iteration 12Q: 3 clusters Score -3.299622e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116509 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -32997488.000000 Penalty: 6089.741211
	Iteration 13Q: 3 clusters Score -3.299749e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -32999110.000000 Penalty: 6089.741211
	Iteration 14Q: 3 clusters Score -3.299911e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 106659 members 
Entering Unmasked Estep 
Score: -33000152.000000 Penalty: 6089.741211
	Iteration 15Q: 3 clusters Score -3.300015e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -33000720.000000 Penalty: 6089.741211
	Iteration 16Q: 3 clusters Score -3.300072e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -33001442.000000 Penalty: 6089.741211
	Iteration 17Q: 3 clusters Score -3.300144e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -33001576.000000 Penalty: 6089.741211
	Iteration 18Q: 3 clusters Score -3.300158e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 121374 members 
Entering Unmasked Estep 
Score: -33001466.000000 Penalty: 6089.741211
	Iteration 19Q: 3 clusters Score -3.300147e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -33001140.000000 Penalty: 6089.741211
	Iteration 20F: 3 clusters Score -3.300114e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 127810 members 
Entering Unmasked Estep 
Score: -33000538.000000 Penalty: 6089.741211
	Iteration 21Q: 3 clusters Score -3.300054e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 130568 members 
Entering Unmasked Estep 
Score: -33000078.000000 Penalty: 6089.741211
	Iteration 22Q: 3 clusters Score -3.300008e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 132509 members 
Entering Unmasked Estep 
Score: -32999390.000000 Penalty: 6089.741211
	Iteration 23Q: 3 clusters Score -3.299939e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 133714 members 
Entering Unmasked Estep 
Score: -32998992.000000 Penalty: 6089.741211
	Iteration 24Q: 3 clusters Score -3.299899e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 134240 members 
Entering Unmasked Estep 
Score: -32998662.000000 Penalty: 6089.741211
	Iteration 25Q: 3 clusters Score -3.299866e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -32998234.000000 Penalty: 6089.741211
	Iteration 26Q: 3 clusters Score -3.299823e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 133943 members 
Entering Unmasked Estep 
Score: -32997932.000000 Penalty: 6089.741211
	Iteration 27Q: 3 clusters Score -3.299793e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -32997820.000000 Penalty: 6089.741211
	Iteration 28Q: 3 clusters Score -3.299782e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 131980 members 
Entering Unmasked Estep 
Score: -32997916.000000 Penalty: 6089.741211
	Iteration 29Q: 3 clusters Score -3.299792e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -32998092.000000 Penalty: 6089.741211
	Iteration 30Q: 3 clusters Score -3.299809e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 128808 members 
Entering Unmasked Estep 
Score: -32998600.000000 Penalty: 6089.741211
	Iteration 31Q: 3 clusters Score -3.29986e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -32998926.000000 Penalty: 6089.741211
	Iteration 32Q: 3 clusters Score -3.299893e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 125147 members 
Entering Unmasked Estep 
Score: -32999062.000000 Penalty: 6089.741211
	Iteration 33Q: 3 clusters Score -3.299906e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 123213 members 
Entering Unmasked Estep 
Score: -32999470.000000 Penalty: 6089.741211
	Iteration 34Q: 3 clusters Score -3.299947e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 121235 members 
Entering Unmasked Estep 
Score: -32999594.000000 Penalty: 6089.741211
	Iteration 35Q: 3 clusters Score -3.299959e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -33000056.000000 Penalty: 6089.741211
	Iteration 36Q: 3 clusters Score -3.300006e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -33000380.000000 Penalty: 6089.741211
	Iteration 37Q: 3 clusters Score -3.300038e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -33000676.000000 Penalty: 6089.741211
	Iteration 38Q: 3 clusters Score -3.300068e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -33001000.000000 Penalty: 6089.741211
	Iteration 39Q: 3 clusters Score -3.3001e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102457 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -33001314.000000 Penalty: 6089.741211
	Iteration 40F: 3 clusters Score -3.300131e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -33001474.000000 Penalty: 6089.741211
	Iteration 41Q: 3 clusters Score -3.300147e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 109783 members 
Entering Unmasked Estep 
Score: -33001696.000000 Penalty: 6089.741211
	Iteration 42Q: 3 clusters Score -3.30017e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106105 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -33001942.000000 Penalty: 6089.741211
	Iteration 43Q: 3 clusters Score -3.300194e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
Score: -33001900.000000 Penalty: 6089.741211
	Iteration 44Q: 3 clusters Score -3.30019e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -33001880.000000 Penalty: 6089.741211
	Iteration 45Q: 3 clusters Score -3.300188e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -33002124.000000 Penalty: 6089.741211
	Iteration 46Q: 3 clusters Score -3.300212e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -33002302.000000 Penalty: 6089.741211
	Iteration 47Q: 3 clusters Score -3.30023e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -33002410.000000 Penalty: 6089.741211
	Iteration 48Q: 3 clusters Score -3.300241e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 107328 members 
Entering Unmasked Estep 
Score: -33002494.000000 Penalty: 6089.741211
	Iteration 49Q: 3 clusters Score -3.300249e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107111 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -33002592.000000 Penalty: 6089.741211
	Iteration 50Q: 3 clusters Score -3.300259e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -33002724.000000 Penalty: 6089.741211
	Iteration 51Q: 3 clusters Score -3.300272e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -33002666.000000 Penalty: 6089.741211
	Iteration 52Q: 3 clusters Score -3.300267e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105195 members 
Mstep: Class 2 contains 109657 members 
Entering Unmasked Estep 
Score: -33002684.000000 Penalty: 6089.741211
	Iteration 53Q: 3 clusters Score -3.300268e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -33002850.000000 Penalty: 6089.741211
	Iteration 54Q: 3 clusters Score -3.300285e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -33002836.000000 Penalty: 6089.741211
	Iteration 55Q: 3 clusters Score -3.300284e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -33002844.000000 Penalty: 6089.741211
	Iteration 56Q: 3 clusters Score -3.300284e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102185 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -33002764.000000 Penalty: 6089.741211
	Iteration 57Q: 3 clusters Score -3.300276e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -33002750.000000 Penalty: 6089.741211
	Iteration 58Q: 3 clusters Score -3.300275e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -33002712.000000 Penalty: 6089.741211
	Iteration 59Q: 3 clusters Score -3.300271e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 114271 members 
Entering Unmasked Estep 
Score: -33002584.000000 Penalty: 6089.741211
	Iteration 60F: 3 clusters Score -3.300258e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 114678 members 
Entering Unmasked Estep 
Score: -33002628.000000 Penalty: 6089.741211
	Iteration 61Q: 3 clusters Score -3.300263e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 115041 members 
Entering Unmasked Estep 
Score: -33002554.000000 Penalty: 6089.741211
	Iteration 62Q: 3 clusters Score -3.300255e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99517 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -33002620.000000 Penalty: 6089.741211
	Iteration 63Q: 3 clusters Score -3.300262e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -33002478.000000 Penalty: 6089.741211
	Iteration 64Q: 3 clusters Score -3.300248e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -33002428.000000 Penalty: 6089.741211
	Iteration 65Q: 3 clusters Score -3.300243e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -33002432.000000 Penalty: 6089.741211
	Iteration 66Q: 3 clusters Score -3.300243e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -33002248.000000 Penalty: 6089.741211
	Iteration 67Q: 3 clusters Score -3.300225e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -33002216.000000 Penalty: 6089.741211
	Iteration 68Q: 3 clusters Score -3.300222e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 115444 members 
Entering Unmasked Estep 
Score: -33002196.000000 Penalty: 6089.741211
	Iteration 69Q: 3 clusters Score -3.30022e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99497 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -33002200.000000 Penalty: 6089.741211
	Iteration 70Q: 3 clusters Score -3.30022e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -33002188.000000 Penalty: 6089.741211
	Iteration 71Q: 3 clusters Score -3.300219e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -33002178.000000 Penalty: 6089.741211
	Iteration 72Q: 3 clusters Score -3.300218e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 114914 members 
Entering Unmasked Estep 
Score: -33002210.000000 Penalty: 6089.741211
	Iteration 73Q: 3 clusters Score -3.300221e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -33002246.000000 Penalty: 6089.741211
	Iteration 74Q: 3 clusters Score -3.300225e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -33002292.000000 Penalty: 6089.741211
	Iteration 75Q: 3 clusters Score -3.300229e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 114380 members 
Entering Unmasked Estep 
Score: -33002316.000000 Penalty: 6089.741211
	Iteration 76Q: 3 clusters Score -3.300232e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100623 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -33002386.000000 Penalty: 6089.741211
	Iteration 77Q: 3 clusters Score -3.300239e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -33002338.000000 Penalty: 6089.741211
	Iteration 78Q: 3 clusters Score -3.300234e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 114065 members 
Entering Unmasked Estep 
Score: -33002322.000000 Penalty: 6089.741211
	Iteration 79Q: 3 clusters Score -3.300232e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -33002386.000000 Penalty: 6089.741211
	Iteration 80F: 3 clusters Score -3.300239e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -33002344.000000 Penalty: 6089.741211
	Iteration 81Q: 3 clusters Score -3.300234e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -33002274.000000 Penalty: 6089.741211
	Iteration 82Q: 3 clusters Score -3.300227e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 113776 members 
Entering Unmasked Estep 
Score: -33002332.000000 Penalty: 6089.741211
	Iteration 83Q: 3 clusters Score -3.300233e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -33002342.000000 Penalty: 6089.741211
	Iteration 84Q: 3 clusters Score -3.300234e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -33002282.000000 Penalty: 6089.741211
	Iteration 85Q: 3 clusters Score -3.300228e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101219 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -33002316.000000 Penalty: 6089.741211
	Iteration 86Q: 3 clusters Score -3.300232e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -33002240.000000 Penalty: 6089.741211
	Iteration 87Q: 3 clusters Score -3.300224e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -33002242.000000 Penalty: 6089.741211
	Iteration 88Q: 3 clusters Score -3.300224e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -33002254.000000 Penalty: 6089.741211
	Iteration 89Q: 3 clusters Score -3.300225e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -33002242.000000 Penalty: 6089.741211
	Iteration 90Q: 3 clusters Score -3.300224e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101216 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -33002236.000000 Penalty: 6089.741211
	Iteration 91Q: 3 clusters Score -3.300224e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -33002232.000000 Penalty: 6089.741211
	Iteration 92Q: 3 clusters Score -3.300223e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101142 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -33002214.000000 Penalty: 6089.741211
	Iteration 93Q: 3 clusters Score -3.300221e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -33002208.000000 Penalty: 6089.741211
	Iteration 94Q: 3 clusters Score -3.300221e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -33002202.000000 Penalty: 6089.741211
	Iteration 95Q: 3 clusters Score -3.30022e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -33002140.000000 Penalty: 6089.741211
	Iteration 96Q: 3 clusters Score -3.300214e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 114011 members 
Entering Unmasked Estep 
Score: -33002168.000000 Penalty: 6089.741211
	Iteration 97Q: 3 clusters Score -3.300217e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -33002176.000000 Penalty: 6089.741211
	Iteration 98Q: 3 clusters Score -3.300218e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 114122 members 
Entering Unmasked Estep 
Score: -33002130.000000 Penalty: 6089.741211
	Iteration 99Q: 3 clusters Score -3.300213e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
Score: -33002114.000000 Penalty: 6089.741211
	Iteration 100F: 3 clusters Score -3.300211e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -33002138.000000 Penalty: 6089.741211
	Iteration 101Q: 3 clusters Score -3.300214e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -33002070.000000 Penalty: 6089.741211
	Iteration 102Q: 3 clusters Score -3.300207e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -33002052.000000 Penalty: 6089.741211
	Iteration 103Q: 3 clusters Score -3.300205e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -33002008.000000 Penalty: 6089.741211
	Iteration 104Q: 3 clusters Score -3.300201e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -33002000.000000 Penalty: 6089.741211
	Iteration 105Q: 3 clusters Score -3.3002e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100654 members 
Mstep: Class 2 contains 114198 members 
Entering Unmasked Estep 
Score: -33001984.000000 Penalty: 6089.741211
	Iteration 106Q: 3 clusters Score -3.300198e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -33001982.000000 Penalty: 6089.741211
	Iteration 107Q: 3 clusters Score -3.300198e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -33001996.000000 Penalty: 6089.741211
	Iteration 108Q: 3 clusters Score -3.3002e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -33002002.000000 Penalty: 6089.741211
	Iteration 109Q: 3 clusters Score -3.3002e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 114152 members 
Entering Unmasked Estep 
Score: -33001966.000000 Penalty: 6089.741211
	Iteration 110Q: 3 clusters Score -3.300197e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 114144 members 
Entering Unmasked Estep 
Score: -33002030.000000 Penalty: 6089.741211
	Iteration 111Q: 3 clusters Score -3.300203e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 114124 members 
Entering Unmasked Estep 
Score: -33002060.000000 Penalty: 6089.741211
	Iteration 112Q: 3 clusters Score -3.300206e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 114096 members 
Entering Unmasked Estep 
Score: -33002016.000000 Penalty: 6089.741211
	Iteration 113Q: 3 clusters Score -3.300202e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -33002010.000000 Penalty: 6089.741211
	Iteration 114Q: 3 clusters Score -3.300201e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -33002020.000000 Penalty: 6089.741211
	Iteration 115Q: 3 clusters Score -3.300202e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -33002002.000000 Penalty: 6089.741211
	Iteration 116Q: 3 clusters Score -3.3002e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 114064 members 
Entering Unmasked Estep 
Score: -33002026.000000 Penalty: 6089.741211
	Iteration 117Q: 3 clusters Score -3.300203e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -33002036.000000 Penalty: 6089.741211
	Iteration 118Q: 3 clusters Score -3.300204e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -33002028.000000 Penalty: 6089.741211
	Iteration 119Q: 3 clusters Score -3.300203e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -33002038.000000 Penalty: 6089.741211
	Iteration 120F: 3 clusters Score -3.300204e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 114072 members 
Entering Unmasked Estep 
Score: -33002066.000000 Penalty: 6089.741211
	Iteration 121Q: 3 clusters Score -3.300207e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -33002040.000000 Penalty: 6089.741211
	Iteration 122Q: 3 clusters Score -3.300204e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -33002080.000000 Penalty: 6089.741211
	Iteration 123Q: 3 clusters Score -3.300208e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -33002110.000000 Penalty: 6089.741211
	Iteration 124Q: 3 clusters Score -3.300211e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -33002104.000000 Penalty: 6089.741211
	Iteration 125Q: 3 clusters Score -3.30021e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -33002102.000000 Penalty: 6089.741211
	Iteration 126Q: 3 clusters Score -3.30021e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 113947 members 
Entering Unmasked Estep 
Score: -33002122.000000 Penalty: 6089.741211
	Iteration 127Q: 3 clusters Score -3.300212e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -33002114.000000 Penalty: 6089.741211
	Iteration 128Q: 3 clusters Score -3.300211e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100915 members 
Mstep: Class 2 contains 113937 members 
Entering Unmasked Estep 
Score: -33002088.000000 Penalty: 6089.741211
	Iteration 129Q: 3 clusters Score -3.300209e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -33002090.000000 Penalty: 6089.741211
	Iteration 130Q: 3 clusters Score -3.300209e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 113953 members 
Entering Unmasked Estep 
Score: -33002086.000000 Penalty: 6089.741211
	Iteration 131Q: 3 clusters Score -3.300209e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -33002092.000000 Penalty: 6089.741211
	Iteration 132Q: 3 clusters Score -3.300209e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -33002102.000000 Penalty: 6089.741211
	Iteration 133Q: 3 clusters Score -3.30021e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 113990 members 
Entering Unmasked Estep 
Score: -33002084.000000 Penalty: 6089.741211
	Iteration 134Q: 3 clusters Score -3.300208e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -33002112.000000 Penalty: 6089.741211
	Iteration 135Q: 3 clusters Score -3.300211e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -33002054.000000 Penalty: 6089.741211
	Iteration 136Q: 3 clusters Score -3.300205e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -33002102.000000 Penalty: 6089.741211
	Iteration 137Q: 3 clusters Score -3.30021e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 113998 members 
Entering Unmasked Estep 
Score: -33002074.000000 Penalty: 6089.741211
	Iteration 138Q: 3 clusters Score -3.300207e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -33002136.000000 Penalty: 6089.741211
	Iteration 139Q: 3 clusters Score -3.300214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 113983 members 
Entering Unmasked Estep 
Score: -33002120.000000 Penalty: 6089.741211
	Iteration 140F: 3 clusters Score -3.300212e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -33002128.000000 Penalty: 6089.741211
	Iteration 141Q: 3 clusters Score -3.300213e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -33002124.000000 Penalty: 6089.741211
	Iteration 142Q: 3 clusters Score -3.300212e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 113930 members 
Entering Unmasked Estep 
Score: -33002146.000000 Penalty: 6089.741211
	Iteration 143Q: 3 clusters Score -3.300215e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -33002182.000000 Penalty: 6089.741211
	Iteration 144Q: 3 clusters Score -3.300218e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -33002136.000000 Penalty: 6089.741211
	Iteration 145Q: 3 clusters Score -3.300214e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -33002130.000000 Penalty: 6089.741211
	Iteration 146Q: 3 clusters Score -3.300213e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -33002100.000000 Penalty: 6089.741211
	Iteration 147Q: 3 clusters Score -3.30021e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -33002100.000000 Penalty: 6089.741211
	Iteration 148Q: 3 clusters Score -3.30021e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -33002050.000000 Penalty: 6089.741211
	Iteration 149Q: 3 clusters Score -3.300205e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 113756 members 
Entering Unmasked Estep 
Score: -33002094.000000 Penalty: 6089.741211
	Iteration 150Q: 3 clusters Score -3.300209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -33002096.000000 Penalty: 6089.741211
	Iteration 151Q: 3 clusters Score -3.30021e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -33002084.000000 Penalty: 6089.741211
	Iteration 152Q: 3 clusters Score -3.300208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -33002088.000000 Penalty: 6089.741211
	Iteration 153Q: 3 clusters Score -3.300209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -33002086.000000 Penalty: 6089.741211
	Iteration 154Q: 3 clusters Score -3.300209e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -33002084.000000 Penalty: 6089.741211
	Iteration 155Q: 3 clusters Score -3.300208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -33002064.000000 Penalty: 6089.741211
	Iteration 156Q: 3 clusters Score -3.300206e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -33002068.000000 Penalty: 6089.741211
	Iteration 157Q: 3 clusters Score -3.300207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -33002076.000000 Penalty: 6089.741211
	Iteration 158Q: 3 clusters Score -3.300208e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -33002054.000000 Penalty: 6089.741211
	Iteration 159Q: 3 clusters Score -3.300205e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -33002092.000000 Penalty: 6089.741211
	Iteration 160F: 3 clusters Score -3.300209e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -33002076.000000 Penalty: 6089.741211
	Iteration 161Q: 3 clusters Score -3.300208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -33002082.000000 Penalty: 6089.741211
	Iteration 162Q: 3 clusters Score -3.300208e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -33002106.000000 Penalty: 6089.741211
	Iteration 163Q: 3 clusters Score -3.300211e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -33002118.000000 Penalty: 6089.741211
	Iteration 164Q: 3 clusters Score -3.300212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101172 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -33002114.000000 Penalty: 6089.741211
	Iteration 165Q: 3 clusters Score -3.300211e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -33002146.000000 Penalty: 6089.741211
	Iteration 166Q: 3 clusters Score -3.300215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -33002168.000000 Penalty: 6089.741211
	Iteration 167Q: 3 clusters Score -3.300217e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -33002152.000000 Penalty: 6089.741211
	Iteration 168Q: 3 clusters Score -3.300215e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -33002160.000000 Penalty: 6089.741211
	Iteration 169Q: 3 clusters Score -3.300216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -33002168.000000 Penalty: 6089.741211
	Iteration 170Q: 3 clusters Score -3.300217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -33002194.000000 Penalty: 6089.741211
	Iteration 171Q: 3 clusters Score -3.300219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -33002164.000000 Penalty: 6089.741211
	Iteration 172Q: 3 clusters Score -3.300216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -33002140.000000 Penalty: 6089.741211
	Iteration 173Q: 3 clusters Score -3.300214e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -33002142.000000 Penalty: 6089.741211
	Iteration 174Q: 3 clusters Score -3.300214e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 113646 members 
Entering Unmasked Estep 
Score: -33002086.000000 Penalty: 6089.741211
	Iteration 175Q: 3 clusters Score -3.300209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -33002112.000000 Penalty: 6089.741211
	Iteration 176Q: 3 clusters Score -3.300211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -33002138.000000 Penalty: 6089.741211
	Iteration 177Q: 3 clusters Score -3.300214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101192 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -33002126.000000 Penalty: 6089.741211
	Iteration 178Q: 3 clusters Score -3.300213e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -33002138.000000 Penalty: 6089.741211
	Iteration 179Q: 3 clusters Score -3.300214e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -33002182.000000 Penalty: 6089.741211
	Iteration 180F: 3 clusters Score -3.300218e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -33002218.000000 Penalty: 6089.741211
	Iteration 181Q: 3 clusters Score -3.300222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101136 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -33002226.000000 Penalty: 6089.741211
	Iteration 182Q: 3 clusters Score -3.300223e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -33002220.000000 Penalty: 6089.741211
	Iteration 183Q: 3 clusters Score -3.300222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101132 members 
Mstep: Class 2 contains 113720 members 
Entering Unmasked Estep 
Score: -33002246.000000 Penalty: 6089.741211
	Iteration 184Q: 3 clusters Score -3.300225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -33002236.000000 Penalty: 6089.741211
	Iteration 185Q: 3 clusters Score -3.300224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -33002218.000000 Penalty: 6089.741211
	Iteration 186Q: 3 clusters Score -3.300222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -33002194.000000 Penalty: 6089.741211
	Iteration 187Q: 3 clusters Score -3.300219e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -33002230.000000 Penalty: 6089.741211
	Iteration 188Q: 3 clusters Score -3.300223e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -33002230.000000 Penalty: 6089.741211
	Iteration 189Q: 3 clusters Score -3.300223e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -33002224.000000 Penalty: 6089.741211
	Iteration 190Q: 3 clusters Score -3.300222e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -33002250.000000 Penalty: 6089.741211
	Iteration 191Q: 3 clusters Score -3.300225e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101130 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -33002268.000000 Penalty: 6089.741211
	Iteration 192Q: 3 clusters Score -3.300227e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -33002282.000000 Penalty: 6089.741211
	Iteration 193Q: 3 clusters Score -3.300228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -33002288.000000 Penalty: 6089.741211
	Iteration 194Q: 3 clusters Score -3.300229e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 113721 members 
Entering Unmasked Estep 
Score: -33002320.000000 Penalty: 6089.741211
	Iteration 195Q: 3 clusters Score -3.300232e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -33002338.000000 Penalty: 6089.741211
	Iteration 196Q: 3 clusters Score -3.300234e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -33002302.000000 Penalty: 6089.741211
	Iteration 197Q: 3 clusters Score -3.30023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002292.000000 Penalty: 6089.741211
	Iteration 198Q: 3 clusters Score -3.300229e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101043 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -33002318.000000 Penalty: 6089.741211
	Iteration 199Q: 3 clusters Score -3.300232e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -33002342.000000 Penalty: 6089.741211
	Iteration 200F: 3 clusters Score -3.300234e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -33002292.000000 Penalty: 6089.741211
	Iteration 201Q: 3 clusters Score -3.300229e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 113889 members 
Entering Unmasked Estep 
Score: -33002342.000000 Penalty: 6089.741211
	Iteration 202Q: 3 clusters Score -3.300234e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -33002354.000000 Penalty: 6089.741211
	Iteration 203Q: 3 clusters Score -3.300235e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -33002382.000000 Penalty: 6089.741211
	Iteration 204Q: 3 clusters Score -3.300238e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -33002354.000000 Penalty: 6089.741211
	Iteration 205Q: 3 clusters Score -3.300235e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -33002374.000000 Penalty: 6089.741211
	Iteration 206Q: 3 clusters Score -3.300237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -33002398.000000 Penalty: 6089.741211
	Iteration 207Q: 3 clusters Score -3.30024e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 113961 members 
Entering Unmasked Estep 
Score: -33002400.000000 Penalty: 6089.741211
	Iteration 208Q: 3 clusters Score -3.30024e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -33002396.000000 Penalty: 6089.741211
	Iteration 209Q: 3 clusters Score -3.30024e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -33002378.000000 Penalty: 6089.741211
	Iteration 210Q: 3 clusters Score -3.300238e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -33002384.000000 Penalty: 6089.741211
	Iteration 211Q: 3 clusters Score -3.300238e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -33002400.000000 Penalty: 6089.741211
	Iteration 212Q: 3 clusters Score -3.30024e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100868 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -33002358.000000 Penalty: 6089.741211
	Iteration 213Q: 3 clusters Score -3.300236e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -33002334.000000 Penalty: 6089.741211
	Iteration 214Q: 3 clusters Score -3.300233e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 113988 members 
Entering Unmasked Estep 
Score: -33002384.000000 Penalty: 6089.741211
	Iteration 215Q: 3 clusters Score -3.300238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -33002372.000000 Penalty: 6089.741211
	Iteration 216Q: 3 clusters Score -3.300237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -33002372.000000 Penalty: 6089.741211
	Iteration 217Q: 3 clusters Score -3.300237e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -33002372.000000 Penalty: 6089.741211
	Iteration 218Q: 3 clusters Score -3.300237e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 113950 members 
Entering Unmasked Estep 
Score: -33002394.000000 Penalty: 6089.741211
	Iteration 219Q: 3 clusters Score -3.300239e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -33002384.000000 Penalty: 6089.741211
	Iteration 220F: 3 clusters Score -3.300238e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 113964 members 
Entering Unmasked Estep 
Score: -33002414.000000 Penalty: 6089.741211
	Iteration 221Q: 3 clusters Score -3.300241e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -33002430.000000 Penalty: 6089.741211
	Iteration 222Q: 3 clusters Score -3.300243e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -33002444.000000 Penalty: 6089.741211
	Iteration 223Q: 3 clusters Score -3.300244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -33002426.000000 Penalty: 6089.741211
	Iteration 224Q: 3 clusters Score -3.300243e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 113996 members 
Entering Unmasked Estep 
Score: -33002438.000000 Penalty: 6089.741211
	Iteration 225Q: 3 clusters Score -3.300244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -33002432.000000 Penalty: 6089.741211
	Iteration 226Q: 3 clusters Score -3.300243e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -33002446.000000 Penalty: 6089.741211
	Iteration 227Q: 3 clusters Score -3.300245e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 113982 members 
Entering Unmasked Estep 
Score: -33002452.000000 Penalty: 6089.741211
	Iteration 228Q: 3 clusters Score -3.300245e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -33002486.000000 Penalty: 6089.741211
	Iteration 229Q: 3 clusters Score -3.300249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -33002456.000000 Penalty: 6089.741211
	Iteration 230Q: 3 clusters Score -3.300246e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 113989 members 
Entering Unmasked Estep 
Score: -33002460.000000 Penalty: 6089.741211
	Iteration 231Q: 3 clusters Score -3.300246e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -33002500.000000 Penalty: 6089.741211
	Iteration 232Q: 3 clusters Score -3.30025e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 113988 members 
Entering Unmasked Estep 
Score: -33002476.000000 Penalty: 6089.741211
	Iteration 233Q: 3 clusters Score -3.300248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -33002474.000000 Penalty: 6089.741211
	Iteration 234Q: 3 clusters Score -3.300247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -33002456.000000 Penalty: 6089.741211
	Iteration 235Q: 3 clusters Score -3.300246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -33002446.000000 Penalty: 6089.741211
	Iteration 236Q: 3 clusters Score -3.300245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -33002454.000000 Penalty: 6089.741211
	Iteration 237Q: 3 clusters Score -3.300245e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
Score: -33002494.000000 Penalty: 6089.741211
	Iteration 238Q: 3 clusters Score -3.300249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -33002486.000000 Penalty: 6089.741211
	Iteration 239Q: 3 clusters Score -3.300249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -33002448.000000 Penalty: 6089.741211
	Iteration 240F: 3 clusters Score -3.300245e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -33002456.000000 Penalty: 6089.741211
	Iteration 241Q: 3 clusters Score -3.300246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 113927 members 
Entering Unmasked Estep 
Score: -33002444.000000 Penalty: 6089.741211
	Iteration 242Q: 3 clusters Score -3.300244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -33002456.000000 Penalty: 6089.741211
	Iteration 243Q: 3 clusters Score -3.300246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -33002472.000000 Penalty: 6089.741211
	Iteration 244Q: 3 clusters Score -3.300247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -33002480.000000 Penalty: 6089.741211
	Iteration 245Q: 3 clusters Score -3.300248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -33002458.000000 Penalty: 6089.741211
	Iteration 246Q: 3 clusters Score -3.300246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -33002462.000000 Penalty: 6089.741211
	Iteration 247Q: 3 clusters Score -3.300246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -33002426.000000 Penalty: 6089.741211
	Iteration 248Q: 3 clusters Score -3.300243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -33002412.000000 Penalty: 6089.741211
	Iteration 249Q: 3 clusters Score -3.300241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -33002436.000000 Penalty: 6089.741211
	Iteration 250Q: 3 clusters Score -3.300244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -33002418.000000 Penalty: 6089.741211
	Iteration 251Q: 3 clusters Score -3.300242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -33002378.000000 Penalty: 6089.741211
	Iteration 252Q: 3 clusters Score -3.300238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -33002392.000000 Penalty: 6089.741211
	Iteration 253Q: 3 clusters Score -3.300239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -33002396.000000 Penalty: 6089.741211
	Iteration 254Q: 3 clusters Score -3.30024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -33002410.000000 Penalty: 6089.741211
	Iteration 255Q: 3 clusters Score -3.300241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -33002428.000000 Penalty: 6089.741211
	Iteration 256Q: 3 clusters Score -3.300243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -33002448.000000 Penalty: 6089.741211
	Iteration 257Q: 3 clusters Score -3.300245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -33002444.000000 Penalty: 6089.741211
	Iteration 258Q: 3 clusters Score -3.300244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -33002404.000000 Penalty: 6089.741211
	Iteration 259Q: 3 clusters Score -3.30024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -33002414.000000 Penalty: 6089.741211
	Iteration 260F: 3 clusters Score -3.300241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -33002464.000000 Penalty: 6089.741211
	Iteration 261Q: 3 clusters Score -3.300246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 113901 members 
Entering Unmasked Estep 
Score: -33002468.000000 Penalty: 6089.741211
	Iteration 262Q: 3 clusters Score -3.300247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 113898 members 
Entering Unmasked Estep 
Score: -33002482.000000 Penalty: 6089.741211
	Iteration 263Q: 3 clusters Score -3.300248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100955 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -33002480.000000 Penalty: 6089.741211
	Iteration 264Q: 3 clusters Score -3.300248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -33002458.000000 Penalty: 6089.741211
	Iteration 265Q: 3 clusters Score -3.300246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 113889 members 
Entering Unmasked Estep 
Score: -33002486.000000 Penalty: 6089.741211
	Iteration 266Q: 3 clusters Score -3.300249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -33002470.000000 Penalty: 6089.741211
	Iteration 267Q: 3 clusters Score -3.300247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -33002478.000000 Penalty: 6089.741211
	Iteration 268Q: 3 clusters Score -3.300248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -33002490.000000 Penalty: 6089.741211
	Iteration 269Q: 3 clusters Score -3.300249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -33002476.000000 Penalty: 6089.741211
	Iteration 270Q: 3 clusters Score -3.300248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 113873 members 
Entering Unmasked Estep 
Score: -33002468.000000 Penalty: 6089.741211
	Iteration 271Q: 3 clusters Score -3.300247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 113866 members 
Entering Unmasked Estep 
Score: -33002474.000000 Penalty: 6089.741211
	Iteration 272Q: 3 clusters Score -3.300247e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -33002476.000000 Penalty: 6089.741211
	Iteration 273Q: 3 clusters Score -3.300248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -33002474.000000 Penalty: 6089.741211
	Iteration 274Q: 3 clusters Score -3.300247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 113824 members 
Entering Unmasked Estep 
Score: -33002478.000000 Penalty: 6089.741211
	Iteration 275Q: 3 clusters Score -3.300248e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -33002462.000000 Penalty: 6089.741211
	Iteration 276Q: 3 clusters Score -3.300246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 113798 members 
Entering Unmasked Estep 
Score: -33002448.000000 Penalty: 6089.741211
	Iteration 277Q: 3 clusters Score -3.300245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -33002406.000000 Penalty: 6089.741211
	Iteration 278Q: 3 clusters Score -3.300241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -33002448.000000 Penalty: 6089.741211
	Iteration 279Q: 3 clusters Score -3.300245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -33002438.000000 Penalty: 6089.741211
	Iteration 280F: 3 clusters Score -3.300244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -33002442.000000 Penalty: 6089.741211
	Iteration 281Q: 3 clusters Score -3.300244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 113760 members 
Entering Unmasked Estep 
Score: -33002458.000000 Penalty: 6089.741211
	Iteration 282Q: 3 clusters Score -3.300246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 113757 members 
Entering Unmasked Estep 
Score: -33002464.000000 Penalty: 6089.741211
	Iteration 283Q: 3 clusters Score -3.300246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -33002436.000000 Penalty: 6089.741211
	Iteration 284Q: 3 clusters Score -3.300244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -33002450.000000 Penalty: 6089.741211
	Iteration 285Q: 3 clusters Score -3.300245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -33002430.000000 Penalty: 6089.741211
	Iteration 286Q: 3 clusters Score -3.300243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -33002442.000000 Penalty: 6089.741211
	Iteration 287Q: 3 clusters Score -3.300244e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -33002444.000000 Penalty: 6089.741211
	Iteration 288Q: 3 clusters Score -3.300244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -33002438.000000 Penalty: 6089.741211
	Iteration 289Q: 3 clusters Score -3.300244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -33002436.000000 Penalty: 6089.741211
	Iteration 290Q: 3 clusters Score -3.300244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -33002444.000000 Penalty: 6089.741211
	Iteration 291Q: 3 clusters Score -3.300244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -33002422.000000 Penalty: 6089.741211
	Iteration 292Q: 3 clusters Score -3.300242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101091 members 
Mstep: Class 2 contains 113761 members 
Entering Unmasked Estep 
Score: -33002406.000000 Penalty: 6089.741211
	Iteration 293Q: 3 clusters Score -3.300241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 113765 members 
Entering Unmasked Estep 
Score: -33002408.000000 Penalty: 6089.741211
	Iteration 294Q: 3 clusters Score -3.300241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -33002406.000000 Penalty: 6089.741211
	Iteration 295Q: 3 clusters Score -3.300241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -33002420.000000 Penalty: 6089.741211
	Iteration 296Q: 3 clusters Score -3.300242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 113770 members 
Entering Unmasked Estep 
Score: -33002424.000000 Penalty: 6089.741211
	Iteration 297Q: 3 clusters Score -3.300242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101078 members 
Mstep: Class 2 contains 113774 members 
Entering Unmasked Estep 
Score: -33002410.000000 Penalty: 6089.741211
	Iteration 298Q: 3 clusters Score -3.300241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002424.000000 Penalty: 6089.741211
	Iteration 299Q: 3 clusters Score -3.300242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -33002414.000000 Penalty: 6089.741211
	Iteration 300F: 3 clusters Score -3.300241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002386.000000 Penalty: 6089.741211
	Iteration 301Q: 3 clusters Score -3.300239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002396.000000 Penalty: 6089.741211
	Iteration 302Q: 3 clusters Score -3.30024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002394.000000 Penalty: 6089.741211
	Iteration 303Q: 3 clusters Score -3.300239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002376.000000 Penalty: 6089.741211
	Iteration 304Q: 3 clusters Score -3.300238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -33002374.000000 Penalty: 6089.741211
	Iteration 305Q: 3 clusters Score -3.300237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002378.000000 Penalty: 6089.741211
	Iteration 306Q: 3 clusters Score -3.300238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002374.000000 Penalty: 6089.741211
	Iteration 307Q: 3 clusters Score -3.300237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002358.000000 Penalty: 6089.741211
	Iteration 308Q: 3 clusters Score -3.300236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002362.000000 Penalty: 6089.741211
	Iteration 309Q: 3 clusters Score -3.300236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002350.000000 Penalty: 6089.741211
	Iteration 310Q: 3 clusters Score -3.300235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002360.000000 Penalty: 6089.741211
	Iteration 311Q: 3 clusters Score -3.300236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -33002358.000000 Penalty: 6089.741211
	Iteration 312Q: 3 clusters Score -3.300236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002358.000000 Penalty: 6089.741211
	Iteration 313Q: 3 clusters Score -3.300236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -33002362.000000 Penalty: 6089.741211
	Iteration 314Q: 3 clusters Score -3.300236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002380.000000 Penalty: 6089.741211
	Iteration 315Q: 3 clusters Score -3.300238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -33002380.000000 Penalty: 6089.741211
	Iteration 316Q: 3 clusters Score -3.300238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002378.000000 Penalty: 6089.741211
	Iteration 317Q: 3 clusters Score -3.300238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002406.000000 Penalty: 6089.741211
	Iteration 318Q: 3 clusters Score -3.300241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002406.000000 Penalty: 6089.741211
	Iteration 319Q: 3 clusters Score -3.300241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101069 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -33002392.000000 Penalty: 6089.741211
	Iteration 320F: 3 clusters Score -3.300239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -33002400.000000 Penalty: 6089.741211
	Iteration 321Q: 3 clusters Score -3.30024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -33002414.000000 Penalty: 6089.741211
	Iteration 322Q: 3 clusters Score -3.300241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -33002394.000000 Penalty: 6089.741211
	Iteration 323Q: 3 clusters Score -3.300239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -33002398.000000 Penalty: 6089.741211
	Iteration 324Q: 3 clusters Score -3.30024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101041 members 
Mstep: Class 2 contains 113811 members 
Entering Unmasked Estep 
Score: -33002392.000000 Penalty: 6089.741211
	Iteration 325Q: 3 clusters Score -3.300239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 113815 members 
Entering Unmasked Estep 
Score: -33002396.000000 Penalty: 6089.741211
	Iteration 326Q: 3 clusters Score -3.30024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -33002408.000000 Penalty: 6089.741211
	Iteration 327Q: 3 clusters Score -3.300241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101035 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -33002420.000000 Penalty: 6089.741211
	Iteration 328Q: 3 clusters Score -3.300242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -33002404.000000 Penalty: 6089.741211
	Iteration 329Q: 3 clusters Score -3.30024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -33002404.000000 Penalty: 6089.741211
	Iteration 330Q: 3 clusters Score -3.30024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -33002418.000000 Penalty: 6089.741211
	Iteration 331Q: 3 clusters Score -3.300242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -33002420.000000 Penalty: 6089.741211
	Iteration 332Q: 3 clusters Score -3.300242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 113815 members 
Entering Unmasked Estep 
Score: -33002386.000000 Penalty: 6089.741211
	Iteration 333Q: 3 clusters Score -3.300239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -33002400.000000 Penalty: 6089.741211
	Iteration 334Q: 3 clusters Score -3.30024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -33002398.000000 Penalty: 6089.741211
	Iteration 335Q: 3 clusters Score -3.30024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -33002412.000000 Penalty: 6089.741211
	Iteration 336Q: 3 clusters Score -3.300241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -33002410.000000 Penalty: 6089.741211
	Iteration 337Q: 3 clusters Score -3.300241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -33002418.000000 Penalty: 6089.741211
	Iteration 338Q: 3 clusters Score -3.300242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -33002412.000000 Penalty: 6089.741211
	Iteration 339Q: 3 clusters Score -3.300241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -33002424.000000 Penalty: 6089.741211
	Iteration 340F: 3 clusters Score -3.300242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -33002426.000000 Penalty: 6089.741211
	Iteration 341Q: 3 clusters Score -3.300243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -33002416.000000 Penalty: 6089.741211
	Iteration 342Q: 3 clusters Score -3.300242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -33002424.000000 Penalty: 6089.741211
	Iteration 343Q: 3 clusters Score -3.300242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -33002424.000000 Penalty: 6089.741211
	Iteration 344Q: 3 clusters Score -3.300242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -33002420.000000 Penalty: 6089.741211
	Iteration 345Q: 3 clusters Score -3.300242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -33002418.000000 Penalty: 6089.741211
	Iteration 346Q: 3 clusters Score -3.300242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 113791 members 
Entering Unmasked Estep 
Score: -33002426.000000 Penalty: 6089.741211
	Iteration 347Q: 3 clusters Score -3.300243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -33002418.000000 Penalty: 6089.741211
	Iteration 348Q: 3 clusters Score -3.300242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -33002428.000000 Penalty: 6089.741211
	Iteration 349Q: 3 clusters Score -3.300243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -33002428.000000 Penalty: 6089.741211
	Iteration 350F: 3 clusters Score -3.300243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 7 contains 839 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 905 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 19 contains 19753 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 101059 members 
Mstep: Class 23 contains 843 members 
Mstep: Class 24 contains 1209 members 
Mstep: Class 25 contains 9797 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 26028 members 
Mstep: Class 29 contains 113793 members 
Entering Unmasked Estep 
Score: -104098064.000000 Penalty: 96770.882812
Splitting cluster 22 changes total score from -103979736.000000 to -104098064.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 19965 members 
Mstep: Class 5 contains 191401 members 
Mstep: Class 6 contains 41535 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 9546 members 
Mstep: Class 10 contains 11068 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 10628 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 20 contains 50873 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 101059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119888.000000 Penalty: 96770.882812
Iteration 39Q: 30 clusters Score -1.041199e+08 nChanged 32406
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 20054 members 
Mstep: Class 5 contains 197871 members 
Mstep: Class 6 contains 40551 members 
Mstep: Class 7 contains 828 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 9734 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 20189 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 49291 members 
Mstep: Class 21 contains 25351 members 
Mstep: Class 22 contains 103518 members 
Mstep: Class 23 contains 814 members 
Mstep: Class 24 contains 1181 members 
Mstep: Class 25 contains 8988 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 4387 members 
Mstep: Class 28 contains 25030 members 
Mstep: Class 29 contains 107868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134984.000000 Penalty: 96770.882812
Iteration 40F: 30 clusters Score -1.04135e+08 nChanged 22745
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3217 members 
Mstep: Class 3 contains 4321 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 198695 members 
Mstep: Class 6 contains 39948 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 9769 members 
Mstep: Class 10 contains 11150 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 6179 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 9924 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 20 contains 48324 members 
Mstep: Class 21 contains 24918 members 
Mstep: Class 22 contains 103813 members 
Mstep: Class 23 contains 831 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 8856 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 25062 members 
Mstep: Class 29 contains 108490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139568.000000 Penalty: 96770.882812
Iteration 41Q: 30 clusters Score -1.041396e+08 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 18872 members 
Mstep: Class 5 contains 198400 members 
Mstep: Class 6 contains 39505 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 429 members 
Mstep: Class 9 contains 9873 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 9472 members 
Mstep: Class 17 contains 20405 members 
Mstep: Class 18 contains 12050 members 
Mstep: Class 19 contains 22250 members 
Mstep: Class 20 contains 47532 members 
Mstep: Class 21 contains 24544 members 
Mstep: Class 22 contains 104256 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 25108 members 
Mstep: Class 29 contains 108731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104141528.000000 Penalty: 96770.882812
Iteration 42Q: 30 clusters Score -1.041415e+08 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 18709 members 
Mstep: Class 5 contains 197581 members 
Mstep: Class 6 contains 39190 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 10 contains 11639 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 6180 members 
Mstep: Class 14 contains 3251 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 16 contains 9104 members 
Mstep: Class 17 contains 20444 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 23336 members 
Mstep: Class 20 contains 46899 members 
Mstep: Class 21 contains 24218 members 
Mstep: Class 22 contains 104446 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 8379 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 4673 members 
Mstep: Class 28 contains 25159 members 
Mstep: Class 29 contains 109136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143160.000000 Penalty: 96770.882812
Iteration 43Q: 30 clusters Score -1.041432e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3530 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 18625 members 
Mstep: Class 5 contains 196382 members 
Mstep: Class 6 contains 38936 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 20452 members 
Mstep: Class 18 contains 12729 members 
Mstep: Class 19 contains 24301 members 
Mstep: Class 20 contains 46383 members 
Mstep: Class 21 contains 23907 members 
Mstep: Class 22 contains 104575 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 8198 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 4872 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 109734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104145328.000000 Penalty: 96770.882812
Iteration 44Q: 30 clusters Score -1.041453e+08 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3604 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 195044 members 
Mstep: Class 6 contains 38771 members 
Mstep: Class 7 contains 911 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 10198 members 
Mstep: Class 10 contains 12100 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 8455 members 
Mstep: Class 17 contains 20403 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 25143 members 
Mstep: Class 20 contains 45929 members 
Mstep: Class 21 contains 23621 members 
Mstep: Class 22 contains 104598 members 
Mstep: Class 23 contains 832 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 8008 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 5052 members 
Mstep: Class 28 contains 25300 members 
Mstep: Class 29 contains 110415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146688.000000 Penalty: 96770.882812
Iteration 45Q: 30 clusters Score -1.041467e+08 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 193583 members 
Mstep: Class 6 contains 38648 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 503 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 12346 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 2439 members 
Mstep: Class 16 contains 8202 members 
Mstep: Class 17 contains 20345 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 25870 members 
Mstep: Class 20 contains 45508 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 104668 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 7823 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 5229 members 
Mstep: Class 28 contains 25362 members 
Mstep: Class 29 contains 111120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147496.000000 Penalty: 96770.882812
Iteration 46Q: 30 clusters Score -1.041475e+08 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 18613 members 
Mstep: Class 5 contains 192126 members 
Mstep: Class 6 contains 38516 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 10324 members 
Mstep: Class 10 contains 12567 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 8001 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 13687 members 
Mstep: Class 19 contains 26537 members 
Mstep: Class 20 contains 45137 members 
Mstep: Class 21 contains 23223 members 
Mstep: Class 22 contains 104669 members 
Mstep: Class 23 contains 839 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 7656 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 5390 members 
Mstep: Class 28 contains 25399 members 
Mstep: Class 29 contains 111907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148456.000000 Penalty: 96770.882812
Iteration 47Q: 30 clusters Score -1.041485e+08 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 4514 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 5 contains 190825 members 
Mstep: Class 6 contains 38411 members 
Mstep: Class 7 contains 942 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 10412 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 6200 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 20314 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 27135 members 
Mstep: Class 20 contains 44828 members 
Mstep: Class 21 contains 23071 members 
Mstep: Class 22 contains 104504 members 
Mstep: Class 23 contains 842 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 7470 members 
Mstep: Class 26 contains 553 members 
Mstep: Class 27 contains 5561 members 
Mstep: Class 28 contains 25457 members 
Mstep: Class 29 contains 112742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148664.000000 Penalty: 96770.882812
Iteration 48Q: 30 clusters Score -1.041487e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 5 contains 189567 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 3614 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 7615 members 
Mstep: Class 17 contains 20302 members 
Mstep: Class 18 contains 14209 members 
Mstep: Class 19 contains 27694 members 
Mstep: Class 20 contains 44540 members 
Mstep: Class 21 contains 22966 members 
Mstep: Class 22 contains 104362 members 
Mstep: Class 23 contains 846 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 7277 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 25524 members 
Mstep: Class 29 contains 113568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149144.000000 Penalty: 96770.882812
Iteration 49Q: 30 clusters Score -1.041491e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 18653 members 
Mstep: Class 5 contains 188511 members 
Mstep: Class 6 contains 38208 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 3648 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 7459 members 
Mstep: Class 17 contains 20312 members 
Mstep: Class 18 contains 14428 members 
Mstep: Class 19 contains 28168 members 
Mstep: Class 20 contains 44250 members 
Mstep: Class 21 contains 22892 members 
Mstep: Class 22 contains 104177 members 
Mstep: Class 23 contains 851 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 7070 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 25579 members 
Mstep: Class 29 contains 114314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149536.000000 Penalty: 96770.882812
Iteration 50Q: 30 clusters Score -1.041495e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 187594 members 
Mstep: Class 6 contains 38131 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 13313 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 7309 members 
Mstep: Class 17 contains 20325 members 
Mstep: Class 18 contains 14608 members 
Mstep: Class 19 contains 28566 members 
Mstep: Class 20 contains 44019 members 
Mstep: Class 21 contains 22847 members 
Mstep: Class 22 contains 103938 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 25617 members 
Mstep: Class 29 contains 114999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150152.000000 Penalty: 96770.882812
Iteration 51Q: 30 clusters Score -1.041502e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 18706 members 
Mstep: Class 5 contains 186769 members 
Mstep: Class 6 contains 38065 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 568 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 3704 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 20329 members 
Mstep: Class 18 contains 14782 members 
Mstep: Class 19 contains 28899 members 
Mstep: Class 20 contains 43796 members 
Mstep: Class 21 contains 22821 members 
Mstep: Class 22 contains 103739 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25628 members 
Mstep: Class 29 contains 115619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150736.000000 Penalty: 96770.882812
Iteration 52Q: 30 clusters Score -1.041507e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 18721 members 
Mstep: Class 5 contains 186030 members 
Mstep: Class 6 contains 38002 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 13623 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 3722 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 7084 members 
Mstep: Class 17 contains 20334 members 
Mstep: Class 18 contains 14914 members 
Mstep: Class 19 contains 29225 members 
Mstep: Class 20 contains 43619 members 
Mstep: Class 21 contains 22797 members 
Mstep: Class 22 contains 103628 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6531 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 6352 members 
Mstep: Class 28 contains 25652 members 
Mstep: Class 29 contains 116096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151240.000000 Penalty: 96770.882812
Iteration 53Q: 30 clusters Score -1.041512e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 18738 members 
Mstep: Class 5 contains 185338 members 
Mstep: Class 6 contains 37938 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 579 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 13738 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2225 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 3745 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 20342 members 
Mstep: Class 18 contains 15012 members 
Mstep: Class 19 contains 29539 members 
Mstep: Class 20 contains 43463 members 
Mstep: Class 21 contains 22791 members 
Mstep: Class 22 contains 103530 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6366 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 6461 members 
Mstep: Class 28 contains 25671 members 
Mstep: Class 29 contains 116536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151560.000000 Penalty: 96770.882812
Iteration 54Q: 30 clusters Score -1.041516e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 18762 members 
Mstep: Class 5 contains 184692 members 
Mstep: Class 6 contains 37888 members 
Mstep: Class 7 contains 995 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 10986 members 
Mstep: Class 10 contains 13838 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 6952 members 
Mstep: Class 17 contains 20324 members 
Mstep: Class 18 contains 15097 members 
Mstep: Class 19 contains 29833 members 
Mstep: Class 20 contains 43342 members 
Mstep: Class 21 contains 22774 members 
Mstep: Class 22 contains 103462 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 6556 members 
Mstep: Class 28 contains 25691 members 
Mstep: Class 29 contains 116919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151488.000000 Penalty: 96770.882812
Iteration 55Q: 30 clusters Score -1.041515e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 18759 members 
Mstep: Class 5 contains 184103 members 
Mstep: Class 6 contains 37834 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 11100 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 6255 members 
Mstep: Class 14 contains 3777 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 15158 members 
Mstep: Class 19 contains 30076 members 
Mstep: Class 20 contains 43236 members 
Mstep: Class 21 contains 22768 members 
Mstep: Class 22 contains 103515 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 25714 members 
Mstep: Class 29 contains 117201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151960.000000 Penalty: 96770.882812
Iteration 56Q: 30 clusters Score -1.04152e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 4636 members 
Mstep: Class 4 contains 18778 members 
Mstep: Class 5 contains 183579 members 
Mstep: Class 6 contains 37800 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 3785 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 20296 members 
Mstep: Class 18 contains 15240 members 
Mstep: Class 19 contains 30290 members 
Mstep: Class 20 contains 43142 members 
Mstep: Class 21 contains 22768 members 
Mstep: Class 22 contains 103561 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5886 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 6702 members 
Mstep: Class 28 contains 25748 members 
Mstep: Class 29 contains 117420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151816.000000 Penalty: 96770.882812
Iteration 57Q: 30 clusters Score -1.041518e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 18796 members 
Mstep: Class 5 contains 183112 members 
Mstep: Class 6 contains 37757 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 11304 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6787 members 
Mstep: Class 17 contains 20295 members 
Mstep: Class 18 contains 15303 members 
Mstep: Class 19 contains 30458 members 
Mstep: Class 20 contains 43061 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 103711 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5753 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 6767 members 
Mstep: Class 28 contains 25768 members 
Mstep: Class 29 contains 117540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151960.000000 Penalty: 96770.882812
Iteration 58Q: 30 clusters Score -1.04152e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 18815 members 
Mstep: Class 5 contains 182701 members 
Mstep: Class 6 contains 37707 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 11422 members 
Mstep: Class 10 contains 14157 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 6248 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 20299 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 30589 members 
Mstep: Class 20 contains 42966 members 
Mstep: Class 21 contains 22763 members 
Mstep: Class 22 contains 103951 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5626 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 6832 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 117553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152176.000000 Penalty: 96770.882812
Iteration 59Q: 30 clusters Score -1.041522e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 4642 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 182318 members 
Mstep: Class 6 contains 37681 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 11537 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 3801 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6682 members 
Mstep: Class 17 contains 20291 members 
Mstep: Class 18 contains 15399 members 
Mstep: Class 19 contains 30720 members 
Mstep: Class 20 contains 42873 members 
Mstep: Class 21 contains 22757 members 
Mstep: Class 22 contains 104198 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5491 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 6905 members 
Mstep: Class 28 contains 25782 members 
Mstep: Class 29 contains 117527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153112.000000 Penalty: 96770.882812
Iteration 60F: 30 clusters Score -1.041531e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3875 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 181972 members 
Mstep: Class 6 contains 37664 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 11641 members 
Mstep: Class 10 contains 14293 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 20279 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 30833 members 
Mstep: Class 20 contains 42790 members 
Mstep: Class 21 contains 22744 members 
Mstep: Class 22 contains 104441 members 
Mstep: Class 23 contains 884 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5365 members 
Mstep: Class 26 contains 566 members 
Mstep: Class 27 contains 6972 members 
Mstep: Class 28 contains 25791 members 
Mstep: Class 29 contains 117484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154720.000000 Penalty: 96770.882812
Iteration 61Q: 30 clusters Score -1.041547e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 4648 members 
Mstep: Class 4 contains 18847 members 
Mstep: Class 5 contains 181652 members 
Mstep: Class 6 contains 37645 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 11739 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2282 members 
Mstep: Class 13 contains 6257 members 
Mstep: Class 14 contains 3812 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 6579 members 
Mstep: Class 17 contains 20264 members 
Mstep: Class 18 contains 15493 members 
Mstep: Class 19 contains 30934 members 
Mstep: Class 20 contains 42716 members 
Mstep: Class 21 contains 22739 members 
Mstep: Class 22 contains 104698 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 7053 members 
Mstep: Class 28 contains 25791 members 
Mstep: Class 29 contains 117411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154304.000000 Penalty: 96770.882812
Iteration 62Q: 30 clusters Score -1.041543e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 4 contains 18874 members 
Mstep: Class 5 contains 181427 members 
Mstep: Class 6 contains 37631 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 11834 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 20248 members 
Mstep: Class 18 contains 15535 members 
Mstep: Class 19 contains 31025 members 
Mstep: Class 20 contains 42665 members 
Mstep: Class 21 contains 22729 members 
Mstep: Class 22 contains 104899 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 5148 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7123 members 
Mstep: Class 28 contains 25786 members 
Mstep: Class 29 contains 117300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154024.000000 Penalty: 96770.882812
Iteration 63Q: 30 clusters Score -1.04154e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 4648 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 181215 members 
Mstep: Class 6 contains 37615 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 11907 members 
Mstep: Class 10 contains 14425 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 3831 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 6474 members 
Mstep: Class 17 contains 20240 members 
Mstep: Class 18 contains 15561 members 
Mstep: Class 19 contains 31121 members 
Mstep: Class 20 contains 42617 members 
Mstep: Class 21 contains 22720 members 
Mstep: Class 22 contains 105063 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 5057 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7187 members 
Mstep: Class 28 contains 25787 members 
Mstep: Class 29 contains 117216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154176.000000 Penalty: 96770.882812
Iteration 64Q: 30 clusters Score -1.041542e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 4646 members 
Mstep: Class 4 contains 18925 members 
Mstep: Class 5 contains 181029 members 
Mstep: Class 6 contains 37591 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12013 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 20228 members 
Mstep: Class 18 contains 15585 members 
Mstep: Class 19 contains 31213 members 
Mstep: Class 20 contains 42573 members 
Mstep: Class 21 contains 22703 members 
Mstep: Class 22 contains 105240 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 25797 members 
Mstep: Class 29 contains 117095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153944.000000 Penalty: 96770.882812
Iteration 65Q: 30 clusters Score -1.041539e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 4640 members 
Mstep: Class 4 contains 18951 members 
Mstep: Class 5 contains 180835 members 
Mstep: Class 6 contains 37575 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 12126 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 6378 members 
Mstep: Class 17 contains 20198 members 
Mstep: Class 18 contains 15616 members 
Mstep: Class 19 contains 31301 members 
Mstep: Class 20 contains 42539 members 
Mstep: Class 21 contains 22678 members 
Mstep: Class 22 contains 105440 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4844 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 25793 members 
Mstep: Class 29 contains 116956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154080.000000 Penalty: 96770.882812
Iteration 66Q: 30 clusters Score -1.041541e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 4630 members 
Mstep: Class 4 contains 18970 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 37552 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 643 members 
Mstep: Class 9 contains 12240 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 6326 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 15645 members 
Mstep: Class 19 contains 31393 members 
Mstep: Class 20 contains 42516 members 
Mstep: Class 21 contains 22657 members 
Mstep: Class 22 contains 105649 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4737 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7385 members 
Mstep: Class 28 contains 25798 members 
Mstep: Class 29 contains 116753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153968.000000 Penalty: 96770.882812
Iteration 67Q: 30 clusters Score -1.04154e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 180667 members 
Mstep: Class 6 contains 37535 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 12358 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 15651 members 
Mstep: Class 19 contains 31472 members 
Mstep: Class 20 contains 42485 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 105846 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4632 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7430 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 116490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153824.000000 Penalty: 96770.882812
Iteration 68Q: 30 clusters Score -1.041538e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 19017 members 
Mstep: Class 5 contains 180652 members 
Mstep: Class 6 contains 37509 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 12484 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 3860 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 20141 members 
Mstep: Class 18 contains 15680 members 
Mstep: Class 19 contains 31553 members 
Mstep: Class 20 contains 42464 members 
Mstep: Class 21 contains 22621 members 
Mstep: Class 22 contains 106070 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4525 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7476 members 
Mstep: Class 28 contains 25794 members 
Mstep: Class 29 contains 116168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153568.000000 Penalty: 96770.882812
Iteration 69Q: 30 clusters Score -1.041536e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 180632 members 
Mstep: Class 6 contains 37479 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 12612 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 20139 members 
Mstep: Class 18 contains 15694 members 
Mstep: Class 19 contains 31643 members 
Mstep: Class 20 contains 42442 members 
Mstep: Class 21 contains 22592 members 
Mstep: Class 22 contains 106283 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7507 members 
Mstep: Class 28 contains 25786 members 
Mstep: Class 29 contains 115850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153272.000000 Penalty: 96770.882812
Iteration 70Q: 30 clusters Score -1.041533e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3956 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 19063 members 
Mstep: Class 5 contains 180628 members 
Mstep: Class 6 contains 37457 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 12737 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 3882 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 31729 members 
Mstep: Class 20 contains 42421 members 
Mstep: Class 21 contains 22566 members 
Mstep: Class 22 contains 106496 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7531 members 
Mstep: Class 28 contains 25789 members 
Mstep: Class 29 contains 115524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153384.000000 Penalty: 96770.882812
Iteration 71Q: 30 clusters Score -1.041534e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 4633 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 180668 members 
Mstep: Class 6 contains 37441 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 12873 members 
Mstep: Class 10 contains 14621 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 20111 members 
Mstep: Class 18 contains 15724 members 
Mstep: Class 19 contains 31808 members 
Mstep: Class 20 contains 42400 members 
Mstep: Class 21 contains 22535 members 
Mstep: Class 22 contains 106638 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7563 members 
Mstep: Class 28 contains 25788 members 
Mstep: Class 29 contains 115213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153464.000000 Penalty: 96770.882812
Iteration 72Q: 30 clusters Score -1.041535e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 19110 members 
Mstep: Class 5 contains 180724 members 
Mstep: Class 6 contains 37427 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 12994 members 
Mstep: Class 10 contains 14640 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 3902 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 6179 members 
Mstep: Class 17 contains 20107 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 31884 members 
Mstep: Class 20 contains 42373 members 
Mstep: Class 21 contains 22501 members 
Mstep: Class 22 contains 106752 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4162 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7591 members 
Mstep: Class 28 contains 25780 members 
Mstep: Class 29 contains 114934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153288.000000 Penalty: 96770.882812
Iteration 73Q: 30 clusters Score -1.041533e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 19130 members 
Mstep: Class 5 contains 180808 members 
Mstep: Class 6 contains 37418 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 20101 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 31960 members 
Mstep: Class 20 contains 42352 members 
Mstep: Class 21 contains 22468 members 
Mstep: Class 22 contains 106855 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4092 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7618 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 114642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153104.000000 Penalty: 96770.882812
Iteration 74Q: 30 clusters Score -1.041531e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 5 contains 180909 members 
Mstep: Class 6 contains 37396 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 13200 members 
Mstep: Class 10 contains 14661 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 3918 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 20108 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 32027 members 
Mstep: Class 20 contains 42335 members 
Mstep: Class 21 contains 22429 members 
Mstep: Class 22 contains 107001 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 4031 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7648 members 
Mstep: Class 28 contains 25784 members 
Mstep: Class 29 contains 114328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153160.000000 Penalty: 96770.882812
Iteration 75Q: 30 clusters Score -1.041532e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 19168 members 
Mstep: Class 5 contains 181061 members 
Mstep: Class 6 contains 37374 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 14679 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6111 members 
Mstep: Class 17 contains 20098 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 32094 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 22402 members 
Mstep: Class 22 contains 107101 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3974 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 7685 members 
Mstep: Class 28 contains 25782 members 
Mstep: Class 29 contains 113990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153072.000000 Penalty: 96770.882812
Iteration 76Q: 30 clusters Score -1.041531e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 181197 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 688 members 
Mstep: Class 9 contains 13348 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 32153 members 
Mstep: Class 20 contains 42303 members 
Mstep: Class 21 contains 22374 members 
Mstep: Class 22 contains 107212 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7724 members 
Mstep: Class 28 contains 25778 members 
Mstep: Class 29 contains 113629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153096.000000 Penalty: 96770.882812
Iteration 77Q: 30 clusters Score -1.041531e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 19199 members 
Mstep: Class 5 contains 181273 members 
Mstep: Class 6 contains 37347 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 13423 members 
Mstep: Class 10 contains 14723 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 17 contains 20070 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 32229 members 
Mstep: Class 20 contains 42294 members 
Mstep: Class 21 contains 22336 members 
Mstep: Class 22 contains 107333 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3914 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7759 members 
Mstep: Class 28 contains 25772 members 
Mstep: Class 29 contains 113316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153200.000000 Penalty: 96770.882812
Iteration 78Q: 30 clusters Score -1.041532e+08 nChanged 1697
Entering ConstructFrom: 
Score: -104153200.000000 Penalty: 96770.882812
Entering ConstructFrom: 
Trying to split cluster 1 (5202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Entering Unmasked Estep 
Score: -675650.187500 Penalty: 2122.085938
	Iteration 0F: 2 clusters Score -675650.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -671070.062500 Penalty: 4244.171875
	Iteration 0F: 3 clusters Score -671070.1 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -672347.000000 Penalty: 4244.171875
	Iteration 1F: 3 clusters Score -672347 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -672726.937500 Penalty: 4244.171875
	Iteration 2F: 3 clusters Score -672726.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -673041.812500 Penalty: 4244.171875
	Iteration 3F: 3 clusters Score -673041.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -673402.000000 Penalty: 4244.171875
	Iteration 4F: 3 clusters Score -673402 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -673832.125000 Penalty: 4244.171875
	Iteration 5F: 3 clusters Score -673832.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -674307.875000 Penalty: 4244.171875
	Iteration 6F: 3 clusters Score -674307.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -674754.687500 Penalty: 4244.171875
	Iteration 7F: 3 clusters Score -674754.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -675073.500000 Penalty: 4244.171875
	Iteration 8F: 3 clusters Score -675073.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -675308.187500 Penalty: 4244.171875
	Iteration 9Q: 3 clusters Score -675308.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -675486.562500 Penalty: 4244.171875
	Iteration 10Q: 3 clusters Score -675486.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -675593.125000 Penalty: 4244.171875
	Iteration 11Q: 3 clusters Score -675593.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -675685.562500 Penalty: 4244.171875
	Iteration 12Q: 3 clusters Score -675685.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -675740.562500 Penalty: 4244.171875
	Iteration 13Q: 3 clusters Score -675740.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -675773.625000 Penalty: 4244.171875
	Iteration 14Q: 3 clusters Score -675773.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -675803.187500 Penalty: 4244.171875
	Iteration 15Q: 3 clusters Score -675803.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -675818.187500 Penalty: 4244.171875
	Iteration 16Q: 3 clusters Score -675818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -675834.500000 Penalty: 4244.171875
	Iteration 17Q: 3 clusters Score -675834.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -675850.250000 Penalty: 4244.171875
	Iteration 18Q: 3 clusters Score -675850.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -675862.062500 Penalty: 4244.171875
	Iteration 19Q: 3 clusters Score -675862.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -675874.062500 Penalty: 4244.171875
	Iteration 20F: 3 clusters Score -675874.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -675883.937500 Penalty: 4244.171875
	Iteration 21Q: 3 clusters Score -675883.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -675894.062500 Penalty: 4244.171875
	Iteration 22Q: 3 clusters Score -675894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -675900.437500 Penalty: 4244.171875
	Iteration 23Q: 3 clusters Score -675900.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -675911.000000 Penalty: 4244.171875
	Iteration 24Q: 3 clusters Score -675911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -675929.812500 Penalty: 4244.171875
	Iteration 25Q: 3 clusters Score -675929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -675938.000000 Penalty: 4244.171875
	Iteration 26Q: 3 clusters Score -675938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -675950.125000 Penalty: 4244.171875
	Iteration 27Q: 3 clusters Score -675950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -675957.375000 Penalty: 4244.171875
	Iteration 28Q: 3 clusters Score -675957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -675967.000000 Penalty: 4244.171875
	Iteration 29Q: 3 clusters Score -675967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -675970.937500 Penalty: 4244.171875
	Iteration 30Q: 3 clusters Score -675970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -675974.812500 Penalty: 4244.171875
	Iteration 31Q: 3 clusters Score -675974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -675976.812500 Penalty: 4244.171875
	Iteration 32Q: 3 clusters Score -675976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -675980.812500 Penalty: 4244.171875
	Iteration 33Q: 3 clusters Score -675980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -675985.437500 Penalty: 4244.171875
	Iteration 34Q: 3 clusters Score -675985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -675993.250000 Penalty: 4244.171875
	Iteration 35Q: 3 clusters Score -675993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -675999.687500 Penalty: 4244.171875
	Iteration 36Q: 3 clusters Score -675999.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -676005.937500 Penalty: 4244.171875
	Iteration 37Q: 3 clusters Score -676005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -676008.125000 Penalty: 4244.171875
	Iteration 38Q: 3 clusters Score -676008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -676011.437500 Penalty: 4244.171875
	Iteration 39Q: 3 clusters Score -676011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -676011.812500 Penalty: 4244.171875
	Iteration 40F: 3 clusters Score -676011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -676011.937500 Penalty: 4244.171875
	Iteration 41Q: 3 clusters Score -676011.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -676011.500000 Penalty: 4244.171875
	Iteration 42Q: 3 clusters Score -676011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -676012.375000 Penalty: 4244.171875
	Iteration 43Q: 3 clusters Score -676012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -676012.312500 Penalty: 4244.171875
	Iteration 44Q: 3 clusters Score -676012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -676012.312500 Penalty: 4244.171875
	Iteration 45F: 3 clusters Score -676012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 22308 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 1899 members 
Entering Unmasked Estep 
Score: -104152296.000000 Penalty: 100107.812500
Splitting cluster 1 changes total score from -104153200.000000 to -104152296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -588559.625000 Penalty: 2058.654297
	Iteration 0F: 2 clusters Score -588559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -584672.312500 Penalty: 4117.308594
	Iteration 0F: 3 clusters Score -584672.3 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -585560.750000 Penalty: 4117.308594
	Iteration 1F: 3 clusters Score -585560.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -585801.500000 Penalty: 4117.308594
	Iteration 2F: 3 clusters Score -585801.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -586064.062500 Penalty: 4117.308594
	Iteration 3F: 3 clusters Score -586064.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -586383.937500 Penalty: 4117.308594
	Iteration 4F: 3 clusters Score -586383.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -586776.687500 Penalty: 4117.308594
	Iteration 5F: 3 clusters Score -586776.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -587319.875000 Penalty: 4117.308594
	Iteration 6F: 3 clusters Score -587319.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -588005.250000 Penalty: 4117.308594
	Iteration 7F: 3 clusters Score -588005.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -588607.562500 Penalty: 4117.308594
	Iteration 8F: 3 clusters Score -588607.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -589005.062500 Penalty: 4117.308594
	Iteration 9F: 3 clusters Score -589005.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -589209.875000 Penalty: 4117.308594
	Iteration 10Q: 3 clusters Score -589209.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -589295.187500 Penalty: 4117.308594
	Iteration 11Q: 3 clusters Score -589295.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -589325.750000 Penalty: 4117.308594
	Iteration 12Q: 3 clusters Score -589325.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -589343.562500 Penalty: 4117.308594
	Iteration 13Q: 3 clusters Score -589343.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -589357.687500 Penalty: 4117.308594
	Iteration 14Q: 3 clusters Score -589357.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -589366.312500 Penalty: 4117.308594
	Iteration 15Q: 3 clusters Score -589366.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -589375.875000 Penalty: 4117.308594
	Iteration 16Q: 3 clusters Score -589375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -589385.562500 Penalty: 4117.308594
	Iteration 17Q: 3 clusters Score -589385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -589392.875000 Penalty: 4117.308594
	Iteration 18Q: 3 clusters Score -589392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -589399.125000 Penalty: 4117.308594
	Iteration 19Q: 3 clusters Score -589399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -589406.437500 Penalty: 4117.308594
	Iteration 20F: 3 clusters Score -589406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -589410.750000 Penalty: 4117.308594
	Iteration 21Q: 3 clusters Score -589410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -589412.750000 Penalty: 4117.308594
	Iteration 22Q: 3 clusters Score -589412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -589416.562500 Penalty: 4117.308594
	Iteration 23Q: 3 clusters Score -589416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -589418.875000 Penalty: 4117.308594
	Iteration 24Q: 3 clusters Score -589418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -589418.250000 Penalty: 4117.308594
	Iteration 25Q: 3 clusters Score -589418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -589418.250000 Penalty: 4117.308594
	Iteration 26F: 3 clusters Score -589418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2133 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 22308 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 1895 members 
Entering Unmasked Estep 
Score: -104152680.000000 Penalty: 100107.812500
Splitting cluster 2 changes total score from -104153200.000000 to -104152680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -666588.562500 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -666588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -662336.937500 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -662336.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -663283.437500 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -663283.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -663524.750000 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -663524.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -663707.125000 Penalty: 4183.601562
	Iteration 3F: 3 clusters Score -663707.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -663844.875000 Penalty: 4183.601562
	Iteration 4Q: 3 clusters Score -663844.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -663987.187500 Penalty: 4183.601562
	Iteration 5Q: 3 clusters Score -663987.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -664122.187500 Penalty: 4183.601562
	Iteration 6Q: 3 clusters Score -664122.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -664260.000000 Penalty: 4183.601562
	Iteration 7Q: 3 clusters Score -664260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -664404.250000 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -664404.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -664552.687500 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -664552.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -664689.125000 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -664689.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -664821.312500 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -664821.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -664964.000000 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -664964 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -665086.000000 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -665086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -665174.750000 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -665174.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -665257.500000 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -665257.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -665313.437500 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -665313.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -665355.312500 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -665355.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -665383.250000 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -665383.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -665404.312500 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -665404.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -665421.875000 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -665421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -665429.625000 Penalty: 4183.601562
	Iteration 21Q: 3 clusters Score -665429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -665436.500000 Penalty: 4183.601562
	Iteration 22Q: 3 clusters Score -665436.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -665448.562500 Penalty: 4183.601562
	Iteration 23Q: 3 clusters Score -665448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -665450.687500 Penalty: 4183.601562
	Iteration 24Q: 3 clusters Score -665450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -665454.000000 Penalty: 4183.601562
	Iteration 25Q: 3 clusters Score -665454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -665456.312500 Penalty: 4183.601562
	Iteration 26Q: 3 clusters Score -665456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -665456.437500 Penalty: 4183.601562
	Iteration 27Q: 3 clusters Score -665456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -665459.125000 Penalty: 4183.601562
	Iteration 28Q: 3 clusters Score -665459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -665461.812500 Penalty: 4183.601562
	Iteration 29Q: 3 clusters Score -665461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -665461.875000 Penalty: 4183.601562
	Iteration 30Q: 3 clusters Score -665461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -665462.875000 Penalty: 4183.601562
	Iteration 31Q: 3 clusters Score -665462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -665463.812500 Penalty: 4183.601562
	Iteration 32Q: 3 clusters Score -665463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -665465.437500 Penalty: 4183.601562
	Iteration 33Q: 3 clusters Score -665465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -665466.125000 Penalty: 4183.601562
	Iteration 34Q: 3 clusters Score -665466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -665466.125000 Penalty: 4183.601562
	Iteration 35F: 3 clusters Score -665466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Entering Unmasked Estep 
Score: -2930162.000000 Penalty: 2445.902344
	Iteration 0F: 2 clusters Score -2930162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2916572.750000 Penalty: 4891.804688
	Iteration 0F: 3 clusters Score -2916573 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2920987.750000 Penalty: 4891.804688
	Iteration 1F: 3 clusters Score -2920988 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2921391.750000 Penalty: 4891.804688
	Iteration 2F: 3 clusters Score -2921392 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2921808.000000 Penalty: 4891.804688
	Iteration 3F: 3 clusters Score -2921808 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2922301.250000 Penalty: 4891.804688
	Iteration 4Q: 3 clusters Score -2922301 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2922948.250000 Penalty: 4891.804688
	Iteration 5F: 3 clusters Score -2922948 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2923715.250000 Penalty: 4891.804688
	Iteration 6F: 3 clusters Score -2923715 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2924461.000000 Penalty: 4891.804688
	Iteration 7F: 3 clusters Score -2924461 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2925031.250000 Penalty: 4891.804688
	Iteration 8F: 3 clusters Score -2925031 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2925416.500000 Penalty: 4891.804688
	Iteration 9Q: 3 clusters Score -2925416 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2925678.000000 Penalty: 4891.804688
	Iteration 10Q: 3 clusters Score -2925678 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2925817.750000 Penalty: 4891.804688
	Iteration 11Q: 3 clusters Score -2925818 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2925927.000000 Penalty: 4891.804688
	Iteration 12Q: 3 clusters Score -2925927 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2926002.500000 Penalty: 4891.804688
	Iteration 13Q: 3 clusters Score -2926002 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2926057.750000 Penalty: 4891.804688
	Iteration 14Q: 3 clusters Score -2926058 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2926081.250000 Penalty: 4891.804688
	Iteration 15Q: 3 clusters Score -2926081 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2926097.250000 Penalty: 4891.804688
	Iteration 16Q: 3 clusters Score -2926097 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2926135.250000 Penalty: 4891.804688
	Iteration 17Q: 3 clusters Score -2926135 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2926158.250000 Penalty: 4891.804688
	Iteration 18Q: 3 clusters Score -2926158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2926174.250000 Penalty: 4891.804688
	Iteration 19Q: 3 clusters Score -2926174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2926174.750000 Penalty: 4891.804688
	Iteration 20F: 3 clusters Score -2926175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2926184.000000 Penalty: 4891.804688
	Iteration 21Q: 3 clusters Score -2926184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2926202.500000 Penalty: 4891.804688
	Iteration 22Q: 3 clusters Score -2926202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2926209.750000 Penalty: 4891.804688
	Iteration 23Q: 3 clusters Score -2926210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2926211.000000 Penalty: 4891.804688
	Iteration 24Q: 3 clusters Score -2926211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2926215.500000 Penalty: 4891.804688
	Iteration 25Q: 3 clusters Score -2926216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2926235.000000 Penalty: 4891.804688
	Iteration 26Q: 3 clusters Score -2926235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2926231.500000 Penalty: 4891.804688
	Iteration 27Q: 3 clusters Score -2926232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2926239.750000 Penalty: 4891.804688
	Iteration 28Q: 3 clusters Score -2926240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2926239.750000 Penalty: 4891.804688
	Iteration 29Q: 3 clusters Score -2926240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2926240.500000 Penalty: 4891.804688
	Iteration 30Q: 3 clusters Score -2926240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2926257.250000 Penalty: 4891.804688
	Iteration 31Q: 3 clusters Score -2926257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2926260.500000 Penalty: 4891.804688
	Iteration 32Q: 3 clusters Score -2926260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2926269.250000 Penalty: 4891.804688
	Iteration 33Q: 3 clusters Score -2926269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2926275.750000 Penalty: 4891.804688
	Iteration 34Q: 3 clusters Score -2926276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2926278.000000 Penalty: 4891.804688
	Iteration 35Q: 3 clusters Score -2926278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2926277.250000 Penalty: 4891.804688
	Iteration 36Q: 3 clusters Score -2926277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2926284.750000 Penalty: 4891.804688
	Iteration 37Q: 3 clusters Score -2926285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2926295.500000 Penalty: 4891.804688
	Iteration 38Q: 3 clusters Score -2926296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2926303.500000 Penalty: 4891.804688
	Iteration 39Q: 3 clusters Score -2926304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2926312.500000 Penalty: 4891.804688
	Iteration 40F: 3 clusters Score -2926312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2926300.500000 Penalty: 4891.804688
	Iteration 41Q: 3 clusters Score -2926300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2926309.500000 Penalty: 4891.804688
	Iteration 42Q: 3 clusters Score -2926310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2926309.500000 Penalty: 4891.804688
	Iteration 43Q: 3 clusters Score -2926310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2926311.250000 Penalty: 4891.804688
	Iteration 44Q: 3 clusters Score -2926311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2926321.250000 Penalty: 4891.804688
	Iteration 45Q: 3 clusters Score -2926321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2926340.500000 Penalty: 4891.804688
	Iteration 46Q: 3 clusters Score -2926340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2926352.750000 Penalty: 4891.804688
	Iteration 47Q: 3 clusters Score -2926353 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2926377.000000 Penalty: 4891.804688
	Iteration 48Q: 3 clusters Score -2926377 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2926388.750000 Penalty: 4891.804688
	Iteration 49Q: 3 clusters Score -2926389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2926404.250000 Penalty: 4891.804688
	Iteration 50Q: 3 clusters Score -2926404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2926417.000000 Penalty: 4891.804688
	Iteration 51Q: 3 clusters Score -2926417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2926441.500000 Penalty: 4891.804688
	Iteration 52Q: 3 clusters Score -2926442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2926461.750000 Penalty: 4891.804688
	Iteration 53Q: 3 clusters Score -2926462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2926475.750000 Penalty: 4891.804688
	Iteration 54Q: 3 clusters Score -2926476 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2926500.250000 Penalty: 4891.804688
	Iteration 55Q: 3 clusters Score -2926500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2926545.250000 Penalty: 4891.804688
	Iteration 56Q: 3 clusters Score -2926545 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2926596.500000 Penalty: 4891.804688
	Iteration 57Q: 3 clusters Score -2926596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2926619.250000 Penalty: 4891.804688
	Iteration 58Q: 3 clusters Score -2926619 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2926658.750000 Penalty: 4891.804688
	Iteration 59Q: 3 clusters Score -2926659 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2926687.000000 Penalty: 4891.804688
	Iteration 60F: 3 clusters Score -2926687 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2926738.750000 Penalty: 4891.804688
	Iteration 61Q: 3 clusters Score -2926739 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2926780.750000 Penalty: 4891.804688
	Iteration 62Q: 3 clusters Score -2926781 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2926839.250000 Penalty: 4891.804688
	Iteration 63Q: 3 clusters Score -2926839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2926898.500000 Penalty: 4891.804688
	Iteration 64Q: 3 clusters Score -2926898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2926959.000000 Penalty: 4891.804688
	Iteration 65Q: 3 clusters Score -2926959 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2927023.750000 Penalty: 4891.804688
	Iteration 66Q: 3 clusters Score -2927024 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2927096.000000 Penalty: 4891.804688
	Iteration 67Q: 3 clusters Score -2927096 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2927167.500000 Penalty: 4891.804688
	Iteration 68Q: 3 clusters Score -2927168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2927242.750000 Penalty: 4891.804688
	Iteration 69Q: 3 clusters Score -2927243 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2927294.500000 Penalty: 4891.804688
	Iteration 70Q: 3 clusters Score -2927294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2927359.750000 Penalty: 4891.804688
	Iteration 71Q: 3 clusters Score -2927360 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2927429.750000 Penalty: 4891.804688
	Iteration 72Q: 3 clusters Score -2927430 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2927508.250000 Penalty: 4891.804688
	Iteration 73Q: 3 clusters Score -2927508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2927586.250000 Penalty: 4891.804688
	Iteration 74Q: 3 clusters Score -2927586 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2927652.750000 Penalty: 4891.804688
	Iteration 75Q: 3 clusters Score -2927653 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2927711.000000 Penalty: 4891.804688
	Iteration 76Q: 3 clusters Score -2927711 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2927765.250000 Penalty: 4891.804688
	Iteration 77Q: 3 clusters Score -2927765 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2927821.750000 Penalty: 4891.804688
	Iteration 78Q: 3 clusters Score -2927822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2927889.750000 Penalty: 4891.804688
	Iteration 79Q: 3 clusters Score -2927890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2927947.000000 Penalty: 4891.804688
	Iteration 80F: 3 clusters Score -2927947 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2927994.750000 Penalty: 4891.804688
	Iteration 81Q: 3 clusters Score -2927995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2928032.750000 Penalty: 4891.804688
	Iteration 82Q: 3 clusters Score -2928033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2928076.000000 Penalty: 4891.804688
	Iteration 83Q: 3 clusters Score -2928076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2928115.750000 Penalty: 4891.804688
	Iteration 84Q: 3 clusters Score -2928116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2928155.000000 Penalty: 4891.804688
	Iteration 85Q: 3 clusters Score -2928155 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2928185.250000 Penalty: 4891.804688
	Iteration 86Q: 3 clusters Score -2928185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2928217.500000 Penalty: 4891.804688
	Iteration 87Q: 3 clusters Score -2928218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2928231.500000 Penalty: 4891.804688
	Iteration 88Q: 3 clusters Score -2928232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2928243.750000 Penalty: 4891.804688
	Iteration 89Q: 3 clusters Score -2928244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2928264.500000 Penalty: 4891.804688
	Iteration 90Q: 3 clusters Score -2928264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2928272.250000 Penalty: 4891.804688
	Iteration 91Q: 3 clusters Score -2928272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2928279.000000 Penalty: 4891.804688
	Iteration 92Q: 3 clusters Score -2928279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2928282.000000 Penalty: 4891.804688
	Iteration 93Q: 3 clusters Score -2928282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2928284.750000 Penalty: 4891.804688
	Iteration 94Q: 3 clusters Score -2928285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2928293.500000 Penalty: 4891.804688
	Iteration 95Q: 3 clusters Score -2928294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2928296.250000 Penalty: 4891.804688
	Iteration 96Q: 3 clusters Score -2928296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2928303.000000 Penalty: 4891.804688
	Iteration 97Q: 3 clusters Score -2928303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2928319.000000 Penalty: 4891.804688
	Iteration 98Q: 3 clusters Score -2928319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2928326.000000 Penalty: 4891.804688
	Iteration 99Q: 3 clusters Score -2928326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2928332.000000 Penalty: 4891.804688
	Iteration 100F: 3 clusters Score -2928332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2928338.500000 Penalty: 4891.804688
	Iteration 101Q: 3 clusters Score -2928338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2928342.500000 Penalty: 4891.804688
	Iteration 102Q: 3 clusters Score -2928342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2928340.000000 Penalty: 4891.804688
	Iteration 103Q: 3 clusters Score -2928340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2928342.000000 Penalty: 4891.804688
	Iteration 104Q: 3 clusters Score -2928342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2928342.500000 Penalty: 4891.804688
	Iteration 105Q: 3 clusters Score -2928342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2928340.750000 Penalty: 4891.804688
	Iteration 106Q: 3 clusters Score -2928341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2928339.500000 Penalty: 4891.804688
	Iteration 107Q: 3 clusters Score -2928340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2928342.000000 Penalty: 4891.804688
	Iteration 108Q: 3 clusters Score -2928342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2928345.250000 Penalty: 4891.804688
	Iteration 109Q: 3 clusters Score -2928345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2928347.750000 Penalty: 4891.804688
	Iteration 110Q: 3 clusters Score -2928348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2928348.000000 Penalty: 4891.804688
	Iteration 111Q: 3 clusters Score -2928348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2928349.000000 Penalty: 4891.804688
	Iteration 112Q: 3 clusters Score -2928349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2928349.000000 Penalty: 4891.804688
	Iteration 113F: 3 clusters Score -2928349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (181348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181348 members 
Entering Unmasked Estep 
Score: -27849884.000000 Penalty: 3002.826904
	Iteration 0F: 2 clusters Score -2.784988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -27737396.000000 Penalty: 6005.653809
	Iteration 0F: 3 clusters Score -2.77374e+07 nChanged 87325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -27789258.000000 Penalty: 6005.653809
	Iteration 1F: 3 clusters Score -2.778926e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -27790880.000000 Penalty: 6005.653809
	Iteration 2Q: 3 clusters Score -2.779088e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -27793028.000000 Penalty: 6005.653809
	Iteration 3Q: 3 clusters Score -2.779303e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -27796510.000000 Penalty: 6005.653809
	Iteration 4Q: 3 clusters Score -2.779651e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -27801532.000000 Penalty: 6005.653809
	Iteration 5F: 3 clusters Score -2.780153e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -27808558.000000 Penalty: 6005.653809
	Iteration 6F: 3 clusters Score -2.780856e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -27816680.000000 Penalty: 6005.653809
	Iteration 7F: 3 clusters Score -2.781668e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -27823628.000000 Penalty: 6005.653809
	Iteration 8F: 3 clusters Score -2.782363e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -27828322.000000 Penalty: 6005.653809
	Iteration 9F: 3 clusters Score -2.782832e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -27830750.000000 Penalty: 6005.653809
	Iteration 10Q: 3 clusters Score -2.783075e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -27832178.000000 Penalty: 6005.653809
	Iteration 11Q: 3 clusters Score -2.783218e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -27832844.000000 Penalty: 6005.653809
	Iteration 12Q: 3 clusters Score -2.783284e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 113393 members 
Entering Unmasked Estep 
Score: -27833478.000000 Penalty: 6005.653809
	Iteration 13Q: 3 clusters Score -2.783348e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -27834230.000000 Penalty: 6005.653809
	Iteration 14Q: 3 clusters Score -2.783423e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -27835278.000000 Penalty: 6005.653809
	Iteration 15Q: 3 clusters Score -2.783528e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 121815 members 
Entering Unmasked Estep 
Score: -27836010.000000 Penalty: 6005.653809
	Iteration 16Q: 3 clusters Score -2.783601e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 125077 members 
Entering Unmasked Estep 
Score: -27836890.000000 Penalty: 6005.653809
	Iteration 17Q: 3 clusters Score -2.783689e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 128527 members 
Entering Unmasked Estep 
Score: -27837896.000000 Penalty: 6005.653809
	Iteration 18Q: 3 clusters Score -2.78379e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 132249 members 
Entering Unmasked Estep 
Score: -27839332.000000 Penalty: 6005.653809
	Iteration 19Q: 3 clusters Score -2.783933e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -27840530.000000 Penalty: 6005.653809
	Iteration 20F: 3 clusters Score -2.784053e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -27842136.000000 Penalty: 6005.653809
	Iteration 21Q: 3 clusters Score -2.784214e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -27843686.000000 Penalty: 6005.653809
	Iteration 22Q: 3 clusters Score -2.784369e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -27845266.000000 Penalty: 6005.653809
	Iteration 23Q: 3 clusters Score -2.784527e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -27846828.000000 Penalty: 6005.653809
	Iteration 24Q: 3 clusters Score -2.784683e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 155750 members 
Entering Unmasked Estep 
Score: -27847606.000000 Penalty: 6005.653809
	Iteration 25Q: 3 clusters Score -2.784761e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -27848014.000000 Penalty: 6005.653809
	Iteration 26Q: 3 clusters Score -2.784801e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 161096 members 
Entering Unmasked Estep 
Score: -27848108.000000 Penalty: 6005.653809
	Iteration 27Q: 3 clusters Score -2.784811e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -27848332.000000 Penalty: 6005.653809
	Iteration 28Q: 3 clusters Score -2.784833e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -27848428.000000 Penalty: 6005.653809
	Iteration 29Q: 3 clusters Score -2.784843e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 166748 members 
Entering Unmasked Estep 
Score: -27848666.000000 Penalty: 6005.653809
	Iteration 30Q: 3 clusters Score -2.784867e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -27848702.000000 Penalty: 6005.653809
	Iteration 31Q: 3 clusters Score -2.78487e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -27848742.000000 Penalty: 6005.653809
	Iteration 32Q: 3 clusters Score -2.784874e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 170421 members 
Entering Unmasked Estep 
Score: -27848642.000000 Penalty: 6005.653809
	Iteration 33Q: 3 clusters Score -2.784864e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -27848584.000000 Penalty: 6005.653809
	Iteration 34Q: 3 clusters Score -2.784858e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 172101 members 
Entering Unmasked Estep 
Score: -27848474.000000 Penalty: 6005.653809
	Iteration 35Q: 3 clusters Score -2.784847e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -27848506.000000 Penalty: 6005.653809
	Iteration 36Q: 3 clusters Score -2.784851e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 173446 members 
Entering Unmasked Estep 
Score: -27848574.000000 Penalty: 6005.653809
	Iteration 37Q: 3 clusters Score -2.784857e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -27848450.000000 Penalty: 6005.653809
	Iteration 38Q: 3 clusters Score -2.784845e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -27848458.000000 Penalty: 6005.653809
	Iteration 39Q: 3 clusters Score -2.784846e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 174980 members 
Entering Unmasked Estep 
Score: -27848516.000000 Penalty: 6005.653809
	Iteration 40F: 3 clusters Score -2.784852e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 175433 members 
Entering Unmasked Estep 
Score: -27848288.000000 Penalty: 6005.653809
	Iteration 41Q: 3 clusters Score -2.784829e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 175811 members 
Entering Unmasked Estep 
Score: -27848246.000000 Penalty: 6005.653809
	Iteration 42Q: 3 clusters Score -2.784825e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 176154 members 
Entering Unmasked Estep 
Score: -27848270.000000 Penalty: 6005.653809
	Iteration 43Q: 3 clusters Score -2.784827e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -27848216.000000 Penalty: 6005.653809
	Iteration 44Q: 3 clusters Score -2.784822e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -27848174.000000 Penalty: 6005.653809
	Iteration 45Q: 3 clusters Score -2.784817e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -27848178.000000 Penalty: 6005.653809
	Iteration 46Q: 3 clusters Score -2.784818e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 177074 members 
Entering Unmasked Estep 
Score: -27848226.000000 Penalty: 6005.653809
	Iteration 47Q: 3 clusters Score -2.784823e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -27848120.000000 Penalty: 6005.653809
	Iteration 48Q: 3 clusters Score -2.784812e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -27848116.000000 Penalty: 6005.653809
	Iteration 49Q: 3 clusters Score -2.784812e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 177588 members 
Entering Unmasked Estep 
Score: -27848100.000000 Penalty: 6005.653809
	Iteration 50Q: 3 clusters Score -2.78481e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -27848094.000000 Penalty: 6005.653809
	Iteration 51Q: 3 clusters Score -2.784809e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -27848054.000000 Penalty: 6005.653809
	Iteration 52Q: 3 clusters Score -2.784805e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -27848046.000000 Penalty: 6005.653809
	Iteration 53Q: 3 clusters Score -2.784805e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 178190 members 
Entering Unmasked Estep 
Score: -27847970.000000 Penalty: 6005.653809
	Iteration 54Q: 3 clusters Score -2.784797e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 178324 members 
Entering Unmasked Estep 
Score: -27847974.000000 Penalty: 6005.653809
	Iteration 55Q: 3 clusters Score -2.784797e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -27847962.000000 Penalty: 6005.653809
	Iteration 56Q: 3 clusters Score -2.784796e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 178565 members 
Entering Unmasked Estep 
Score: -27847944.000000 Penalty: 6005.653809
	Iteration 57Q: 3 clusters Score -2.784794e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -27847868.000000 Penalty: 6005.653809
	Iteration 58Q: 3 clusters Score -2.784787e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -27847904.000000 Penalty: 6005.653809
	Iteration 59Q: 3 clusters Score -2.78479e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -27847922.000000 Penalty: 6005.653809
	Iteration 60F: 3 clusters Score -2.784792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 178963 members 
Entering Unmasked Estep 
Score: -27847956.000000 Penalty: 6005.653809
	Iteration 61Q: 3 clusters Score -2.784796e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 179056 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 62Q: 3 clusters Score -2.784796e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 179124 members 
Entering Unmasked Estep 
Score: -27847972.000000 Penalty: 6005.653809
	Iteration 63Q: 3 clusters Score -2.784797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -27847914.000000 Penalty: 6005.653809
	Iteration 64Q: 3 clusters Score -2.784791e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 179256 members 
Entering Unmasked Estep 
Score: -27847906.000000 Penalty: 6005.653809
	Iteration 65Q: 3 clusters Score -2.784791e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -27847920.000000 Penalty: 6005.653809
	Iteration 66Q: 3 clusters Score -2.784792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -27847904.000000 Penalty: 6005.653809
	Iteration 67Q: 3 clusters Score -2.78479e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 179427 members 
Entering Unmasked Estep 
Score: -27847946.000000 Penalty: 6005.653809
	Iteration 68Q: 3 clusters Score -2.784795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 179487 members 
Entering Unmasked Estep 
Score: -27847952.000000 Penalty: 6005.653809
	Iteration 69Q: 3 clusters Score -2.784795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 179544 members 
Entering Unmasked Estep 
Score: -27847938.000000 Penalty: 6005.653809
	Iteration 70Q: 3 clusters Score -2.784794e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 179584 members 
Entering Unmasked Estep 
Score: -27847970.000000 Penalty: 6005.653809
	Iteration 71Q: 3 clusters Score -2.784797e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -27847968.000000 Penalty: 6005.653809
	Iteration 72Q: 3 clusters Score -2.784797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 179648 members 
Entering Unmasked Estep 
Score: -27847954.000000 Penalty: 6005.653809
	Iteration 73Q: 3 clusters Score -2.784795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 179670 members 
Entering Unmasked Estep 
Score: -27847948.000000 Penalty: 6005.653809
	Iteration 74Q: 3 clusters Score -2.784795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 179700 members 
Entering Unmasked Estep 
Score: -27847946.000000 Penalty: 6005.653809
	Iteration 75Q: 3 clusters Score -2.784795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 179720 members 
Entering Unmasked Estep 
Score: -27847962.000000 Penalty: 6005.653809
	Iteration 76Q: 3 clusters Score -2.784796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 179740 members 
Entering Unmasked Estep 
Score: -27847940.000000 Penalty: 6005.653809
	Iteration 77Q: 3 clusters Score -2.784794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 179754 members 
Entering Unmasked Estep 
Score: -27847948.000000 Penalty: 6005.653809
	Iteration 78Q: 3 clusters Score -2.784795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 179773 members 
Entering Unmasked Estep 
Score: -27847934.000000 Penalty: 6005.653809
	Iteration 79Q: 3 clusters Score -2.784793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 179788 members 
Entering Unmasked Estep 
Score: -27847944.000000 Penalty: 6005.653809
	Iteration 80F: 3 clusters Score -2.784794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 179801 members 
Entering Unmasked Estep 
Score: -27847952.000000 Penalty: 6005.653809
	Iteration 81Q: 3 clusters Score -2.784795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 179806 members 
Entering Unmasked Estep 
Score: -27847954.000000 Penalty: 6005.653809
	Iteration 82Q: 3 clusters Score -2.784795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -27847938.000000 Penalty: 6005.653809
	Iteration 83Q: 3 clusters Score -2.784794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 179813 members 
Entering Unmasked Estep 
Score: -27847950.000000 Penalty: 6005.653809
	Iteration 84Q: 3 clusters Score -2.784795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 179821 members 
Entering Unmasked Estep 
Score: -27847954.000000 Penalty: 6005.653809
	Iteration 85Q: 3 clusters Score -2.784795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -27847944.000000 Penalty: 6005.653809
	Iteration 86Q: 3 clusters Score -2.784794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 179832 members 
Entering Unmasked Estep 
Score: -27847966.000000 Penalty: 6005.653809
	Iteration 87Q: 3 clusters Score -2.784797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 179835 members 
Entering Unmasked Estep 
Score: -27847960.000000 Penalty: 6005.653809
	Iteration 88Q: 3 clusters Score -2.784796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 179839 members 
Entering Unmasked Estep 
Score: -27847950.000000 Penalty: 6005.653809
	Iteration 89Q: 3 clusters Score -2.784795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 179845 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 90Q: 3 clusters Score -2.784796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -27847934.000000 Penalty: 6005.653809
	Iteration 91Q: 3 clusters Score -2.784793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -27847926.000000 Penalty: 6005.653809
	Iteration 92Q: 3 clusters Score -2.784793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 179865 members 
Entering Unmasked Estep 
Score: -27847938.000000 Penalty: 6005.653809
	Iteration 93Q: 3 clusters Score -2.784794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 179868 members 
Entering Unmasked Estep 
Score: -27847950.000000 Penalty: 6005.653809
	Iteration 94Q: 3 clusters Score -2.784795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 179871 members 
Entering Unmasked Estep 
Score: -27847946.000000 Penalty: 6005.653809
	Iteration 95Q: 3 clusters Score -2.784795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 179873 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 96Q: 3 clusters Score -2.784796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 179876 members 
Entering Unmasked Estep 
Score: -27847964.000000 Penalty: 6005.653809
	Iteration 97Q: 3 clusters Score -2.784796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -27847960.000000 Penalty: 6005.653809
	Iteration 98Q: 3 clusters Score -2.784796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 179878 members 
Entering Unmasked Estep 
Score: -27847970.000000 Penalty: 6005.653809
	Iteration 99Q: 3 clusters Score -2.784797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -27847966.000000 Penalty: 6005.653809
	Iteration 100F: 3 clusters Score -2.784797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 101Q: 3 clusters Score -2.784796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 179901 members 
Entering Unmasked Estep 
Score: -27847960.000000 Penalty: 6005.653809
	Iteration 102Q: 3 clusters Score -2.784796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 179906 members 
Entering Unmasked Estep 
Score: -27847962.000000 Penalty: 6005.653809
	Iteration 103Q: 3 clusters Score -2.784796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -27847956.000000 Penalty: 6005.653809
	Iteration 104Q: 3 clusters Score -2.784796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 179919 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 105Q: 3 clusters Score -2.784796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 179926 members 
Entering Unmasked Estep 
Score: -27847948.000000 Penalty: 6005.653809
	Iteration 106Q: 3 clusters Score -2.784795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -27847956.000000 Penalty: 6005.653809
	Iteration 107Q: 3 clusters Score -2.784796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -27847932.000000 Penalty: 6005.653809
	Iteration 108Q: 3 clusters Score -2.784793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 179958 members 
Entering Unmasked Estep 
Score: -27847944.000000 Penalty: 6005.653809
	Iteration 109Q: 3 clusters Score -2.784794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -27847934.000000 Penalty: 6005.653809
	Iteration 110Q: 3 clusters Score -2.784793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 179981 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 111Q: 3 clusters Score -2.784796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 179995 members 
Entering Unmasked Estep 
Score: -27847956.000000 Penalty: 6005.653809
	Iteration 112Q: 3 clusters Score -2.784796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 180008 members 
Entering Unmasked Estep 
Score: -27847972.000000 Penalty: 6005.653809
	Iteration 113Q: 3 clusters Score -2.784797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 180019 members 
Entering Unmasked Estep 
Score: -27847958.000000 Penalty: 6005.653809
	Iteration 114Q: 3 clusters Score -2.784796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -27847936.000000 Penalty: 6005.653809
	Iteration 115Q: 3 clusters Score -2.784794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 180046 members 
Entering Unmasked Estep 
Score: -27847930.000000 Penalty: 6005.653809
	Iteration 116Q: 3 clusters Score -2.784793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -27847934.000000 Penalty: 6005.653809
	Iteration 117Q: 3 clusters Score -2.784793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 180068 members 
Entering Unmasked Estep 
Score: -27847916.000000 Penalty: 6005.653809
	Iteration 118Q: 3 clusters Score -2.784792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 180081 members 
Entering Unmasked Estep 
Score: -27847914.000000 Penalty: 6005.653809
	Iteration 119Q: 3 clusters Score -2.784791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 180089 members 
Entering Unmasked Estep 
Score: -27847920.000000 Penalty: 6005.653809
	Iteration 120F: 3 clusters Score -2.784792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 180100 members 
Entering Unmasked Estep 
Score: -27847904.000000 Penalty: 6005.653809
	Iteration 121Q: 3 clusters Score -2.78479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 180106 members 
Entering Unmasked Estep 
Score: -27847920.000000 Penalty: 6005.653809
	Iteration 122Q: 3 clusters Score -2.784792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 180113 members 
Entering Unmasked Estep 
Score: -27847904.000000 Penalty: 6005.653809
	Iteration 123Q: 3 clusters Score -2.78479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -27847878.000000 Penalty: 6005.653809
	Iteration 124Q: 3 clusters Score -2.784788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 180124 members 
Entering Unmasked Estep 
Score: -27847872.000000 Penalty: 6005.653809
	Iteration 125Q: 3 clusters Score -2.784787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 180129 members 
Entering Unmasked Estep 
Score: -27847878.000000 Penalty: 6005.653809
	Iteration 126Q: 3 clusters Score -2.784788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 180136 members 
Entering Unmasked Estep 
Score: -27847884.000000 Penalty: 6005.653809
	Iteration 127Q: 3 clusters Score -2.784788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -27847888.000000 Penalty: 6005.653809
	Iteration 128Q: 3 clusters Score -2.784789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 180151 members 
Entering Unmasked Estep 
Score: -27847866.000000 Penalty: 6005.653809
	Iteration 129Q: 3 clusters Score -2.784787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 180161 members 
Entering Unmasked Estep 
Score: -27847844.000000 Penalty: 6005.653809
	Iteration 130Q: 3 clusters Score -2.784784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 180168 members 
Entering Unmasked Estep 
Score: -27847854.000000 Penalty: 6005.653809
	Iteration 131Q: 3 clusters Score -2.784785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 180170 members 
Entering Unmasked Estep 
Score: -27847862.000000 Penalty: 6005.653809
	Iteration 132Q: 3 clusters Score -2.784786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 180177 members 
Entering Unmasked Estep 
Score: -27847860.000000 Penalty: 6005.653809
	Iteration 133Q: 3 clusters Score -2.784786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 180183 members 
Entering Unmasked Estep 
Score: -27847864.000000 Penalty: 6005.653809
	Iteration 134Q: 3 clusters Score -2.784786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 180192 members 
Entering Unmasked Estep 
Score: -27847880.000000 Penalty: 6005.653809
	Iteration 135Q: 3 clusters Score -2.784788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -27847886.000000 Penalty: 6005.653809
	Iteration 136Q: 3 clusters Score -2.784789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -27847904.000000 Penalty: 6005.653809
	Iteration 137Q: 3 clusters Score -2.78479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 180217 members 
Entering Unmasked Estep 
Score: -27847884.000000 Penalty: 6005.653809
	Iteration 138Q: 3 clusters Score -2.784788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 180223 members 
Entering Unmasked Estep 
Score: -27847862.000000 Penalty: 6005.653809
	Iteration 139Q: 3 clusters Score -2.784786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -27847852.000000 Penalty: 6005.653809
	Iteration 140F: 3 clusters Score -2.784785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -27847870.000000 Penalty: 6005.653809
	Iteration 141Q: 3 clusters Score -2.784787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 180232 members 
Entering Unmasked Estep 
Score: -27847860.000000 Penalty: 6005.653809
	Iteration 142Q: 3 clusters Score -2.784786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 180234 members 
Entering Unmasked Estep 
Score: -27847860.000000 Penalty: 6005.653809
	Iteration 143Q: 3 clusters Score -2.784786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -27847858.000000 Penalty: 6005.653809
	Iteration 144Q: 3 clusters Score -2.784786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -27847858.000000 Penalty: 6005.653809
	Iteration 145F: 3 clusters Score -2.784786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Entering Unmasked Estep 
Score: -5654547.000000 Penalty: 2610.932617
	Iteration 0F: 2 clusters Score -5654547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5629314.500000 Penalty: 5221.865234
	Iteration 0F: 3 clusters Score -5629314 nChanged 16915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -5638654.500000 Penalty: 5221.865234
	Iteration 1F: 3 clusters Score -5638654 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5639289.500000 Penalty: 5221.865234
	Iteration 2Q: 3 clusters Score -5639290 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5639914.500000 Penalty: 5221.865234
	Iteration 3Q: 3 clusters Score -5639914 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5640616.000000 Penalty: 5221.865234
	Iteration 4Q: 3 clusters Score -5640616 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5641504.500000 Penalty: 5221.865234
	Iteration 5Q: 3 clusters Score -5641504 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5642608.500000 Penalty: 5221.865234
	Iteration 6Q: 3 clusters Score -5642608 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5643842.000000 Penalty: 5221.865234
	Iteration 7F: 3 clusters Score -5643842 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5645122.500000 Penalty: 5221.865234
	Iteration 8F: 3 clusters Score -5645122 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5646393.500000 Penalty: 5221.865234
	Iteration 9F: 3 clusters Score -5646394 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -5647298.000000 Penalty: 5221.865234
	Iteration 10Q: 3 clusters Score -5647298 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5647915.500000 Penalty: 5221.865234
	Iteration 11Q: 3 clusters Score -5647916 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -5648345.000000 Penalty: 5221.865234
	Iteration 12Q: 3 clusters Score -5648345 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5648585 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5648786 nChanged 506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5648909.500000 Penalty: 5221.865234
	Iteration 15Q: 3 clusters Score -5648910 nChanged 437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5649021 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5649126 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5649178 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5649246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5649299.500000 Penalty: 5221.865234
	Iteration 20F: 3 clusters Score -5649300 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -5649359.500000 Penalty: 5221.865234
	Iteration 21Q: 3 clusters Score -5649360 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5649405.500000 Penalty: 5221.865234
	Iteration 22Q: 3 clusters Score -5649406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5649445.500000 Penalty: 5221.865234
	Iteration 23Q: 3 clusters Score -5649446 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5649465 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5649503.000000 Penalty: 5221.865234
	Iteration 25Q: 3 clusters Score -5649503 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5649539 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5649560 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5649588.500000 Penalty: 5221.865234
	Iteration 28Q: 3 clusters Score -5649588 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5649575 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5649609.500000 Penalty: 5221.865234
	Iteration 30Q: 3 clusters Score -5649610 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -5649614.000000 Penalty: 5221.865234
	Iteration 31Q: 3 clusters Score -5649614 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -5649606.000000 Penalty: 5221.865234
	Iteration 32Q: 3 clusters Score -5649606 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5649618.500000 Penalty: 5221.865234
	Iteration 33Q: 3 clusters Score -5649618 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5649637 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5649643.500000 Penalty: 5221.865234
	Iteration 35Q: 3 clusters Score -5649644 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5649669 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5649669.500000 Penalty: 5221.865234
	Iteration 37Q: 3 clusters Score -5649670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5649672.500000 Penalty: 5221.865234
	Iteration 38Q: 3 clusters Score -5649672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5649676 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5649676 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5649659 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5649644.500000 Penalty: 5221.865234
	Iteration 42Q: 3 clusters Score -5649644 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5649663 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5649662 nChanged 65
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Mstep: Class 1 contains 24719 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5649671 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5649684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5649691 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5649693.000000 Penalty: 5221.865234
	Iteration 48Q: 3 clusters Score -5649693 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5649694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5649702.500000 Penalty: 5221.865234
	Iteration 50Q: 3 clusters Score -5649702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5649715.500000 Penalty: 5221.865234
	Iteration 51Q: 3 clusters Score -5649716 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5649730.000000 Penalty: 5221.865234
	Iteration 52Q: 3 clusters Score -5649730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5649730 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5649729.000000 Penalty: 5221.865234
	Iteration 54Q: 3 clusters Score -5649729 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5649706.000000 Penalty: 5221.865234
	Iteration 55Q: 3 clusters Score -5649706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5649706 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5649708 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24749 members 
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Entering Unmasked Estep 
Score: -5649709.500000 Penalty: 5221.865234
	Iteration 58Q: 3 clusters Score -5649710 nChanged 48
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5649733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -5649753.500000 Penalty: 5221.865234
	Iteration 60F: 3 clusters Score -5649754 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5649749.000000 Penalty: 5221.865234
	Iteration 61Q: 3 clusters Score -5649749 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5649756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5649748.500000 Penalty: 5221.865234
	Iteration 63Q: 3 clusters Score -5649748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5649756 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24761 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5649756 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5649776 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5649769.500000 Penalty: 5221.865234
	Iteration 67Q: 3 clusters Score -5649770 nChanged 45
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5649772 nChanged 35
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Entering Unmasked Estep 
Score: -5649773.000000 Penalty: 5221.865234
	Iteration 69Q: 3 clusters Score -5649773 nChanged 31
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Mstep: Class 1 contains 24734 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5649772 nChanged 22
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Mstep: Class 1 contains 24726 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5649772 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24727 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5649782 nChanged 14
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5649778 nChanged 11
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5649783 nChanged 9
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Mstep: Class 1 contains 24729 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5649786 nChanged 6
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Mstep: Class 1 contains 24733 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5649792 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24737 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5649786 nChanged 8
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5649791 nChanged 4
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5649784 nChanged 1
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5649784 nChanged 2
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5649782 nChanged 4
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5649787 nChanged 7
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Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5649791 nChanged 3
Entering Unmasked Mstep 
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	Iteration 84Q: 3 clusters Score -5649786 nChanged 9
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5649790 nChanged 9
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5649798 nChanged 10
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5649793 nChanged 10
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	Iteration 88Q: 3 clusters Score -5649798 nChanged 7
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	Iteration 89Q: 3 clusters Score -5649796 nChanged 11
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	Iteration 90Q: 3 clusters Score -5649796 nChanged 12
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5649798 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5649802 nChanged 11
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5649803 nChanged 17
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	Iteration 94Q: 3 clusters Score -5649798 nChanged 21
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	Iteration 95Q: 3 clusters Score -5649796 nChanged 29
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	Iteration 96Q: 3 clusters Score -5649788 nChanged 21
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	Iteration 97Q: 3 clusters Score -5649794 nChanged 27
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	Iteration 98Q: 3 clusters Score -5649790 nChanged 21
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	Iteration 99Q: 3 clusters Score -5649798 nChanged 34
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	Iteration 100F: 3 clusters Score -5649798 nChanged 38
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	Iteration 101Q: 3 clusters Score -5649807 nChanged 38
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	Iteration 102Q: 3 clusters Score -5649819 nChanged 54
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	Iteration 103Q: 3 clusters Score -5649822 nChanged 66
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	Iteration 105Q: 3 clusters Score -5649833 nChanged 61
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5650904.500000 Penalty: 5221.865234
	Iteration 199Q: 3 clusters Score -5650904 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -5650945.500000 Penalty: 5221.865234
	Iteration 200F: 3 clusters Score -5650946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5651024.500000 Penalty: 5221.865234
	Iteration 201Q: 3 clusters Score -5651024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5651072.500000 Penalty: 5221.865234
	Iteration 202Q: 3 clusters Score -5651072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -5651124.000000 Penalty: 5221.865234
	Iteration 203Q: 3 clusters Score -5651124 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5651199.000000 Penalty: 5221.865234
	Iteration 204Q: 3 clusters Score -5651199 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5651271.500000 Penalty: 5221.865234
	Iteration 205Q: 3 clusters Score -5651272 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5651364.000000 Penalty: 5221.865234
	Iteration 206Q: 3 clusters Score -5651364 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5651485.500000 Penalty: 5221.865234
	Iteration 207Q: 3 clusters Score -5651486 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5651556.000000 Penalty: 5221.865234
	Iteration 208Q: 3 clusters Score -5651556 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -5651685.500000 Penalty: 5221.865234
	Iteration 209Q: 3 clusters Score -5651686 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5651762.000000 Penalty: 5221.865234
	Iteration 210Q: 3 clusters Score -5651762 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5651850.500000 Penalty: 5221.865234
	Iteration 211Q: 3 clusters Score -5651850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5651936.500000 Penalty: 5221.865234
	Iteration 212Q: 3 clusters Score -5651936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5651988.000000 Penalty: 5221.865234
	Iteration 213Q: 3 clusters Score -5651988 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5652041.000000 Penalty: 5221.865234
	Iteration 214Q: 3 clusters Score -5652041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5652085.500000 Penalty: 5221.865234
	Iteration 215Q: 3 clusters Score -5652086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5652127.500000 Penalty: 5221.865234
	Iteration 216Q: 3 clusters Score -5652128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5652177.500000 Penalty: 5221.865234
	Iteration 217Q: 3 clusters Score -5652178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5652217.000000 Penalty: 5221.865234
	Iteration 218Q: 3 clusters Score -5652217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5652241.500000 Penalty: 5221.865234
	Iteration 219Q: 3 clusters Score -5652242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5652275.500000 Penalty: 5221.865234
	Iteration 220F: 3 clusters Score -5652276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5652287.000000 Penalty: 5221.865234
	Iteration 221Q: 3 clusters Score -5652287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5652311.500000 Penalty: 5221.865234
	Iteration 222Q: 3 clusters Score -5652312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5652325.000000 Penalty: 5221.865234
	Iteration 223Q: 3 clusters Score -5652325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5652324.000000 Penalty: 5221.865234
	Iteration 224Q: 3 clusters Score -5652324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5652338.500000 Penalty: 5221.865234
	Iteration 225Q: 3 clusters Score -5652338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5652346.500000 Penalty: 5221.865234
	Iteration 226Q: 3 clusters Score -5652346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5652354.000000 Penalty: 5221.865234
	Iteration 227Q: 3 clusters Score -5652354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5652360.000000 Penalty: 5221.865234
	Iteration 228Q: 3 clusters Score -5652360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5652369.500000 Penalty: 5221.865234
	Iteration 229Q: 3 clusters Score -5652370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5652370.500000 Penalty: 5221.865234
	Iteration 230Q: 3 clusters Score -5652370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5652375.500000 Penalty: 5221.865234
	Iteration 231Q: 3 clusters Score -5652376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5652386.000000 Penalty: 5221.865234
	Iteration 232Q: 3 clusters Score -5652386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5652393.000000 Penalty: 5221.865234
	Iteration 233Q: 3 clusters Score -5652393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5652398.500000 Penalty: 5221.865234
	Iteration 234Q: 3 clusters Score -5652398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5652411.500000 Penalty: 5221.865234
	Iteration 235Q: 3 clusters Score -5652412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5652414.000000 Penalty: 5221.865234
	Iteration 236Q: 3 clusters Score -5652414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5652417.500000 Penalty: 5221.865234
	Iteration 237Q: 3 clusters Score -5652418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5652420.500000 Penalty: 5221.865234
	Iteration 238Q: 3 clusters Score -5652420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5652421.500000 Penalty: 5221.865234
	Iteration 239Q: 3 clusters Score -5652422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5652418.500000 Penalty: 5221.865234
	Iteration 240F: 3 clusters Score -5652418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5652429.000000 Penalty: 5221.865234
	Iteration 241Q: 3 clusters Score -5652429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5652426.500000 Penalty: 5221.865234
	Iteration 242Q: 3 clusters Score -5652426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5652432.000000 Penalty: 5221.865234
	Iteration 243Q: 3 clusters Score -5652432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5652432.500000 Penalty: 5221.865234
	Iteration 244Q: 3 clusters Score -5652432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5652436.500000 Penalty: 5221.865234
	Iteration 245Q: 3 clusters Score -5652436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5652430.500000 Penalty: 5221.865234
	Iteration 246Q: 3 clusters Score -5652430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5652432.000000 Penalty: 5221.865234
	Iteration 247Q: 3 clusters Score -5652432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5652436.000000 Penalty: 5221.865234
	Iteration 248Q: 3 clusters Score -5652436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5652446.500000 Penalty: 5221.865234
	Iteration 249Q: 3 clusters Score -5652446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5652444.500000 Penalty: 5221.865234
	Iteration 250Q: 3 clusters Score -5652444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5652442.500000 Penalty: 5221.865234
	Iteration 251Q: 3 clusters Score -5652442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5652445.000000 Penalty: 5221.865234
	Iteration 252Q: 3 clusters Score -5652445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5652447.000000 Penalty: 5221.865234
	Iteration 253Q: 3 clusters Score -5652447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5652460.500000 Penalty: 5221.865234
	Iteration 254Q: 3 clusters Score -5652460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5652461.500000 Penalty: 5221.865234
	Iteration 255Q: 3 clusters Score -5652462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5652455.000000 Penalty: 5221.865234
	Iteration 256Q: 3 clusters Score -5652455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5652465.000000 Penalty: 5221.865234
	Iteration 257Q: 3 clusters Score -5652465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5652473.000000 Penalty: 5221.865234
	Iteration 258Q: 3 clusters Score -5652473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5652483.000000 Penalty: 5221.865234
	Iteration 259Q: 3 clusters Score -5652483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5652484.000000 Penalty: 5221.865234
	Iteration 260F: 3 clusters Score -5652484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5652486.000000 Penalty: 5221.865234
	Iteration 261Q: 3 clusters Score -5652486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5652485.500000 Penalty: 5221.865234
	Iteration 262Q: 3 clusters Score -5652486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5652487.000000 Penalty: 5221.865234
	Iteration 263Q: 3 clusters Score -5652487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5652486.500000 Penalty: 5221.865234
	Iteration 264Q: 3 clusters Score -5652486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5652486.500000 Penalty: 5221.865234
	Iteration 265F: 3 clusters Score -5652486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -134885.859375 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -134885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133083.843750 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -133083.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -133429.312500 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -133429.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -133563.812500 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -133563.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -133632.937500 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -133632.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133685.828125 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -133685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133774.515625 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -133774.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -133913.484375 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -133913.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134009.593750 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -134009.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134089.968750 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -134090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -134164.046875 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -134164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134216.953125 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -134217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -134245.921875 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -134245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -134277.546875 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -134277.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -134317.093750 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -134317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -134333.703125 Penalty: 3426.742432
	Iteration 14Q: 3 clusters Score -134333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134349.390625 Penalty: 3426.742432
	Iteration 15Q: 3 clusters Score -134349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -134351.984375 Penalty: 3426.742432
	Iteration 16Q: 3 clusters Score -134352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134353.375000 Penalty: 3426.742432
	Iteration 17Q: 3 clusters Score -134353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -134354.000000 Penalty: 3426.742432
	Iteration 18Q: 3 clusters Score -134354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -134361.218750 Penalty: 3426.742432
	Iteration 19F: 3 clusters Score -134361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134391.234375 Penalty: 3426.742432
	Iteration 20F: 3 clusters Score -134391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134429.343750 Penalty: 3426.742432
	Iteration 21Q: 3 clusters Score -134429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134438.171875 Penalty: 3426.742432
	Iteration 22Q: 3 clusters Score -134438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -134445.328125 Penalty: 3426.742432
	Iteration 23Q: 3 clusters Score -134445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -134445.937500 Penalty: 3426.742432
	Iteration 24Q: 3 clusters Score -134445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134446.343750 Penalty: 3426.742432
	Iteration 25Q: 3 clusters Score -134446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -134446.343750 Penalty: 3426.742432
	Iteration 26F: 3 clusters Score -134446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -82947.414062 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -82947.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81438.531250 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -81438.53 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81793.359375 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -81793.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81922.382812 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -81922.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82010.562500 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -82010.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -82088.054688 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -82088.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82222.562500 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -82222.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82315.296875 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -82315.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82367.757812 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -82367.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82534.078125 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -82534.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82630.078125 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -82630.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82711.742188 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -82711.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82857.828125 Penalty: 3247.205566
	Iteration 11F: 3 clusters Score -82857.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83215.906250 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -83215.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -83432.312500 Penalty: 3247.205566
	Iteration 13F: 3 clusters Score -83432.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83649.718750 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -83649.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -83692.132812 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -83692.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -83707.773438 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -83707.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -83707.773438 Penalty: 3247.205566
	Iteration 17F: 3 clusters Score -83707.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 22308 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 170 members 
Entering Unmasked Estep 
Score: -104152208.000000 Penalty: 100107.812500
Splitting cluster 8 changes total score from -104153200.000000 to -104152208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Entering Unmasked Estep 
Score: -1880163.500000 Penalty: 2358.351318
	Iteration 0F: 2 clusters Score -1880164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1870296.625000 Penalty: 4716.702637
	Iteration 0F: 3 clusters Score -1870297 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1873892.500000 Penalty: 4716.702637
	Iteration 1F: 3 clusters Score -1873892 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1874892.500000 Penalty: 4716.702637
	Iteration 2F: 3 clusters Score -1874892 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1875930.875000 Penalty: 4716.702637
	Iteration 3F: 3 clusters Score -1875931 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1876889.375000 Penalty: 4716.702637
	Iteration 4F: 3 clusters Score -1876889 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1877635.000000 Penalty: 4716.702637
	Iteration 5F: 3 clusters Score -1877635 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1878108.875000 Penalty: 4716.702637
	Iteration 6F: 3 clusters Score -1878109 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1878410.500000 Penalty: 4716.702637
	Iteration 7Q: 3 clusters Score -1878410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1878601.750000 Penalty: 4716.702637
	Iteration 8Q: 3 clusters Score -1878602 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1878679.500000 Penalty: 4716.702637
	Iteration 9Q: 3 clusters Score -1878680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1878744.000000 Penalty: 4716.702637
	Iteration 10Q: 3 clusters Score -1878744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1878795.625000 Penalty: 4716.702637
	Iteration 11Q: 3 clusters Score -1878796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1878833.500000 Penalty: 4716.702637
	Iteration 12Q: 3 clusters Score -1878834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1878857.875000 Penalty: 4716.702637
	Iteration 13Q: 3 clusters Score -1878858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1878868.500000 Penalty: 4716.702637
	Iteration 14Q: 3 clusters Score -1878868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1878879.750000 Penalty: 4716.702637
	Iteration 15Q: 3 clusters Score -1878880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1878887.875000 Penalty: 4716.702637
	Iteration 16Q: 3 clusters Score -1878888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1878901.500000 Penalty: 4716.702637
	Iteration 17Q: 3 clusters Score -1878902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1878904.625000 Penalty: 4716.702637
	Iteration 18Q: 3 clusters Score -1878905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1878908.000000 Penalty: 4716.702637
	Iteration 19Q: 3 clusters Score -1878908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1878909.250000 Penalty: 4716.702637
	Iteration 20F: 3 clusters Score -1878909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1878907.500000 Penalty: 4716.702637
	Iteration 21Q: 3 clusters Score -1878908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1878911.875000 Penalty: 4716.702637
	Iteration 22Q: 3 clusters Score -1878912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1878912.375000 Penalty: 4716.702637
	Iteration 23Q: 3 clusters Score -1878912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1878915.625000 Penalty: 4716.702637
	Iteration 24Q: 3 clusters Score -1878916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1878918.875000 Penalty: 4716.702637
	Iteration 25Q: 3 clusters Score -1878919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1878921.625000 Penalty: 4716.702637
	Iteration 26Q: 3 clusters Score -1878922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1878922.375000 Penalty: 4716.702637
	Iteration 27Q: 3 clusters Score -1878922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1878921.500000 Penalty: 4716.702637
	Iteration 28Q: 3 clusters Score -1878922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1878919.625000 Penalty: 4716.702637
	Iteration 29Q: 3 clusters Score -1878920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1878920.125000 Penalty: 4716.702637
	Iteration 30Q: 3 clusters Score -1878920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1878922.125000 Penalty: 4716.702637
	Iteration 31Q: 3 clusters Score -1878922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1878922.125000 Penalty: 4716.702637
	Iteration 32Q: 3 clusters Score -1878922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1878922.125000 Penalty: 4716.702637
	Iteration 33F: 3 clusters Score -1878922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2236457.750000 Penalty: 2380.231934
	Iteration 0F: 2 clusters Score -2236458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2225725.000000 Penalty: 4760.463867
	Iteration 0F: 3 clusters Score -2225725 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2229149.750000 Penalty: 4760.463867
	Iteration 1F: 3 clusters Score -2229150 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2229519.000000 Penalty: 4760.463867
	Iteration 2F: 3 clusters Score -2229519 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2229854.250000 Penalty: 4760.463867
	Iteration 3Q: 3 clusters Score -2229854 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2230186.750000 Penalty: 4760.463867
	Iteration 4Q: 3 clusters Score -2230187 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2230579.250000 Penalty: 4760.463867
	Iteration 5Q: 3 clusters Score -2230579 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2231012.500000 Penalty: 4760.463867
	Iteration 6F: 3 clusters Score -2231012 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2231572.250000 Penalty: 4760.463867
	Iteration 7F: 3 clusters Score -2231572 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2232290.250000 Penalty: 4760.463867
	Iteration 8F: 3 clusters Score -2232290 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2233042.500000 Penalty: 4760.463867
	Iteration 9F: 3 clusters Score -2233042 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2233743.000000 Penalty: 4760.463867
	Iteration 10F: 3 clusters Score -2233743 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2234306.250000 Penalty: 4760.463867
	Iteration 11Q: 3 clusters Score -2234306 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2234690.750000 Penalty: 4760.463867
	Iteration 12Q: 3 clusters Score -2234691 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2234908.000000 Penalty: 4760.463867
	Iteration 13Q: 3 clusters Score -2234908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2235014.500000 Penalty: 4760.463867
	Iteration 14Q: 3 clusters Score -2235014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2235072.250000 Penalty: 4760.463867
	Iteration 15Q: 3 clusters Score -2235072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2235125.500000 Penalty: 4760.463867
	Iteration 16Q: 3 clusters Score -2235126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2235157.500000 Penalty: 4760.463867
	Iteration 17Q: 3 clusters Score -2235158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2235178.500000 Penalty: 4760.463867
	Iteration 18Q: 3 clusters Score -2235178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2235194.500000 Penalty: 4760.463867
	Iteration 19Q: 3 clusters Score -2235194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2235204.500000 Penalty: 4760.463867
	Iteration 20F: 3 clusters Score -2235204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2235214.250000 Penalty: 4760.463867
	Iteration 21Q: 3 clusters Score -2235214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2235222.000000 Penalty: 4760.463867
	Iteration 22Q: 3 clusters Score -2235222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2235220.500000 Penalty: 4760.463867
	Iteration 23Q: 3 clusters Score -2235220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2235222.250000 Penalty: 4760.463867
	Iteration 24Q: 3 clusters Score -2235222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2235226.000000 Penalty: 4760.463867
	Iteration 25Q: 3 clusters Score -2235226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2235224.750000 Penalty: 4760.463867
	Iteration 26Q: 3 clusters Score -2235225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2235228.750000 Penalty: 4760.463867
	Iteration 27Q: 3 clusters Score -2235229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2235233.750000 Penalty: 4760.463867
	Iteration 28Q: 3 clusters Score -2235234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2235234.000000 Penalty: 4760.463867
	Iteration 29Q: 3 clusters Score -2235234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2235234.500000 Penalty: 4760.463867
	Iteration 30Q: 3 clusters Score -2235234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2235236.000000 Penalty: 4760.463867
	Iteration 31Q: 3 clusters Score -2235236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2235237.750000 Penalty: 4760.463867
	Iteration 32Q: 3 clusters Score -2235238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2235238.750000 Penalty: 4760.463867
	Iteration 33Q: 3 clusters Score -2235239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2235238.750000 Penalty: 4760.463867
	Iteration 34F: 3 clusters Score -2235239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -190602.968750 Penalty: 1804.928711
	Iteration 0F: 2 clusters Score -190603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188481.906250 Penalty: 3609.857422
	Iteration 0F: 3 clusters Score -188481.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -189393.671875 Penalty: 3609.857422
	Iteration 1F: 3 clusters Score -189393.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -190086.406250 Penalty: 3609.857422
	Iteration 2F: 3 clusters Score -190086.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -190780.781250 Penalty: 3609.857422
	Iteration 3F: 3 clusters Score -190780.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -191451.343750 Penalty: 3609.857422
	Iteration 4F: 3 clusters Score -191451.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -191933.343750 Penalty: 3609.857422
	Iteration 5F: 3 clusters Score -191933.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192322.531250 Penalty: 3609.857422
	Iteration 6Q: 3 clusters Score -192322.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -192626.062500 Penalty: 3609.857422
	Iteration 7Q: 3 clusters Score -192626.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -193064.312500 Penalty: 3609.857422
	Iteration 8Q: 3 clusters Score -193064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -194103.046875 Penalty: 3609.857422
	Iteration 9Q: 3 clusters Score -194103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -194261.578125 Penalty: 3609.857422
	Iteration 10Q: 3 clusters Score -194261.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194332.875000 Penalty: 3609.857422
	Iteration 11Q: 3 clusters Score -194332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194384.718750 Penalty: 3609.857422
	Iteration 12Q: 3 clusters Score -194384.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -194407.062500 Penalty: 3609.857422
	Iteration 13Q: 3 clusters Score -194407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -194417.375000 Penalty: 3609.857422
	Iteration 14Q: 3 clusters Score -194417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -194420.468750 Penalty: 3609.857422
	Iteration 15Q: 3 clusters Score -194420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194421.703125 Penalty: 3609.857422
	Iteration 16Q: 3 clusters Score -194421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194493.125000 Penalty: 3609.857422
	Iteration 17F: 3 clusters Score -194493.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194748.875000 Penalty: 3609.857422
	Iteration 18Q: 3 clusters Score -194748.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195196.328125 Penalty: 3609.857422
	Iteration 19Q: 3 clusters Score -195196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195246.359375 Penalty: 3609.857422
	Iteration 20F: 3 clusters Score -195246.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -195293.390625 Penalty: 3609.857422
	Iteration 21Q: 3 clusters Score -195293.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -195396.812500 Penalty: 3609.857422
	Iteration 22Q: 3 clusters Score -195396.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -195502.703125 Penalty: 3609.857422
	Iteration 23Q: 3 clusters Score -195502.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -195654.968750 Penalty: 3609.857422
	Iteration 24Q: 3 clusters Score -195655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195878.671875 Penalty: 3609.857422
	Iteration 25Q: 3 clusters Score -195878.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196209.234375 Penalty: 3609.857422
	Iteration 26Q: 3 clusters Score -196209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196362.921875 Penalty: 3609.857422
	Iteration 27Q: 3 clusters Score -196362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196362.921875 Penalty: 3609.857422
	Iteration 28F: 3 clusters Score -196362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 22308 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 835 members 
Entering Unmasked Estep 
Score: -104157376.000000 Penalty: 100107.812500
Splitting cluster 11 changes total score from -104153200.000000 to -104157376.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -331977.500000 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -331977.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -329156.000000 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -329156 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -329750.500000 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -329750.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329911.718750 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -329911.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -330062.968750 Penalty: 3852.562988
	Iteration 3Q: 3 clusters Score -330063 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -330231.687500 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -330231.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -330381.437500 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -330381.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -330480.968750 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -330481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -330537.968750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -330538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -330589.187500 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -330589.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -330646.562500 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -330646.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -330686.656250 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -330686.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -330722.281250 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -330722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -330746.656250 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -330746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -330768.218750 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -330768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -330781.312500 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -330781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -330787.218750 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -330787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -330788.343750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -330788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -330790.625000 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -330790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -330791.437500 Penalty: 3852.562988
	Iteration 18F: 3 clusters Score -330791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -330794.656250 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -330794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -330798.218750 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -330798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -330802.500000 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -330802.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -330807.218750 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -330807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -330812.000000 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -330812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -330812.718750 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -330812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -330814.937500 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -330814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -330816.281250 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -330816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -330816.906250 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -330816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -330818.968750 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -330819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -330819.750000 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -330819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -330821.875000 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -330821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -330823.593750 Penalty: 3852.562988
	Iteration 31Q: 3 clusters Score -330823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -330825.656250 Penalty: 3852.562988
	Iteration 32Q: 3 clusters Score -330825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -330828.406250 Penalty: 3852.562988
	Iteration 33Q: 3 clusters Score -330828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -330828.406250 Penalty: 3852.562988
	Iteration 34F: 3 clusters Score -330828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -924476.000000 Penalty: 2168.948975
	Iteration 0F: 2 clusters Score -924476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -919206.375000 Penalty: 4337.897949
	Iteration 0F: 3 clusters Score -919206.4 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -920583.000000 Penalty: 4337.897949
	Iteration 1F: 3 clusters Score -920583 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -920913.125000 Penalty: 4337.897949
	Iteration 2F: 3 clusters Score -920913.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -921240.312500 Penalty: 4337.897949
	Iteration 3F: 3 clusters Score -921240.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -921630.312500 Penalty: 4337.897949
	Iteration 4F: 3 clusters Score -921630.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -922029.875000 Penalty: 4337.897949
	Iteration 5F: 3 clusters Score -922029.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -922344.062500 Penalty: 4337.897949
	Iteration 6F: 3 clusters Score -922344.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -922564.687500 Penalty: 4337.897949
	Iteration 7Q: 3 clusters Score -922564.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -922702.375000 Penalty: 4337.897949
	Iteration 8Q: 3 clusters Score -922702.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -922796.500000 Penalty: 4337.897949
	Iteration 9Q: 3 clusters Score -922796.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -922859.750000 Penalty: 4337.897949
	Iteration 10Q: 3 clusters Score -922859.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -922908.125000 Penalty: 4337.897949
	Iteration 11Q: 3 clusters Score -922908.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -922937.000000 Penalty: 4337.897949
	Iteration 12Q: 3 clusters Score -922937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -922957.625000 Penalty: 4337.897949
	Iteration 13Q: 3 clusters Score -922957.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -922973.687500 Penalty: 4337.897949
	Iteration 14Q: 3 clusters Score -922973.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -922985.812500 Penalty: 4337.897949
	Iteration 15Q: 3 clusters Score -922985.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -922990.125000 Penalty: 4337.897949
	Iteration 16Q: 3 clusters Score -922990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -922992.437500 Penalty: 4337.897949
	Iteration 17Q: 3 clusters Score -922992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -922999.375000 Penalty: 4337.897949
	Iteration 18Q: 3 clusters Score -922999.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -923003.062500 Penalty: 4337.897949
	Iteration 19Q: 3 clusters Score -923003.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -923008.500000 Penalty: 4337.897949
	Iteration 20F: 3 clusters Score -923008.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -923014.750000 Penalty: 4337.897949
	Iteration 21Q: 3 clusters Score -923014.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -923017.312500 Penalty: 4337.897949
	Iteration 22Q: 3 clusters Score -923017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -923019.562500 Penalty: 4337.897949
	Iteration 23Q: 3 clusters Score -923019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -923021.562500 Penalty: 4337.897949
	Iteration 24Q: 3 clusters Score -923021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -923021.312500 Penalty: 4337.897949
	Iteration 25Q: 3 clusters Score -923021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -923023.687500 Penalty: 4337.897949
	Iteration 26Q: 3 clusters Score -923023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -923023.687500 Penalty: 4337.897949
	Iteration 27F: 3 clusters Score -923023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -584722.625000 Penalty: 2054.807129
	Iteration 0F: 2 clusters Score -584722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -580873.062500 Penalty: 4109.614258
	Iteration 0F: 3 clusters Score -580873.1 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -581688.312500 Penalty: 4109.614258
	Iteration 1F: 3 clusters Score -581688.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -581913.437500 Penalty: 4109.614258
	Iteration 2F: 3 clusters Score -581913.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -582093.250000 Penalty: 4109.614258
	Iteration 3F: 3 clusters Score -582093.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -582247.062500 Penalty: 4109.614258
	Iteration 4Q: 3 clusters Score -582247.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -582365.687500 Penalty: 4109.614258
	Iteration 5Q: 3 clusters Score -582365.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -582456.125000 Penalty: 4109.614258
	Iteration 6Q: 3 clusters Score -582456.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -582532.000000 Penalty: 4109.614258
	Iteration 7Q: 3 clusters Score -582532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -582588.312500 Penalty: 4109.614258
	Iteration 8Q: 3 clusters Score -582588.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -582649.437500 Penalty: 4109.614258
	Iteration 9Q: 3 clusters Score -582649.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -582719.687500 Penalty: 4109.614258
	Iteration 10Q: 3 clusters Score -582719.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -582778.750000 Penalty: 4109.614258
	Iteration 11Q: 3 clusters Score -582778.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -582848.000000 Penalty: 4109.614258
	Iteration 12Q: 3 clusters Score -582848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -582920.937500 Penalty: 4109.614258
	Iteration 13Q: 3 clusters Score -582920.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -582988.812500 Penalty: 4109.614258
	Iteration 14Q: 3 clusters Score -582988.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -583068.062500 Penalty: 4109.614258
	Iteration 15Q: 3 clusters Score -583068.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -583121.812500 Penalty: 4109.614258
	Iteration 16Q: 3 clusters Score -583121.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -583167.312500 Penalty: 4109.614258
	Iteration 17Q: 3 clusters Score -583167.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -583219.687500 Penalty: 4109.614258
	Iteration 18Q: 3 clusters Score -583219.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -583273.000000 Penalty: 4109.614258
	Iteration 19Q: 3 clusters Score -583273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -583313.250000 Penalty: 4109.614258
	Iteration 20F: 3 clusters Score -583313.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -583365.500000 Penalty: 4109.614258
	Iteration 21Q: 3 clusters Score -583365.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -583405.250000 Penalty: 4109.614258
	Iteration 22Q: 3 clusters Score -583405.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -583435.062500 Penalty: 4109.614258
	Iteration 23Q: 3 clusters Score -583435.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -583463.687500 Penalty: 4109.614258
	Iteration 24Q: 3 clusters Score -583463.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -583483.750000 Penalty: 4109.614258
	Iteration 25Q: 3 clusters Score -583483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -583496.187500 Penalty: 4109.614258
	Iteration 26Q: 3 clusters Score -583496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -583503.062500 Penalty: 4109.614258
	Iteration 27Q: 3 clusters Score -583503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -583508.250000 Penalty: 4109.614258
	Iteration 28Q: 3 clusters Score -583508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -583514.625000 Penalty: 4109.614258
	Iteration 29Q: 3 clusters Score -583514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -583519.500000 Penalty: 4109.614258
	Iteration 30Q: 3 clusters Score -583519.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -583525.375000 Penalty: 4109.614258
	Iteration 31Q: 3 clusters Score -583525.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -583529.875000 Penalty: 4109.614258
	Iteration 32Q: 3 clusters Score -583529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -583532.062500 Penalty: 4109.614258
	Iteration 33Q: 3 clusters Score -583532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -583534.937500 Penalty: 4109.614258
	Iteration 34Q: 3 clusters Score -583534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -583537.875000 Penalty: 4109.614258
	Iteration 35Q: 3 clusters Score -583537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -583539.375000 Penalty: 4109.614258
	Iteration 36Q: 3 clusters Score -583539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -583540.250000 Penalty: 4109.614258
	Iteration 37Q: 3 clusters Score -583540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -583540.437500 Penalty: 4109.614258
	Iteration 38Q: 3 clusters Score -583540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -583541.437500 Penalty: 4109.614258
	Iteration 39Q: 3 clusters Score -583541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -583541.437500 Penalty: 4109.614258
	Iteration 40F: 3 clusters Score -583541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -361204.875000 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -361204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358322.687500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -358322.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -358866.281250 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -358866.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -359085.781250 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -359085.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -359255.687500 Penalty: 3853.821289
	Iteration 3F: 3 clusters Score -359255.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -359410.437500 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -359410.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -359564.687500 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -359564.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -359687.062500 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -359687.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -359867.781250 Penalty: 3853.821289
	Iteration 7F: 3 clusters Score -359867.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -360007.250000 Penalty: 3853.821289
	Iteration 8F: 3 clusters Score -360007.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -360102.437500 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -360102.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -360167.531250 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -360167.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -360215.875000 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -360215.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -360267.125000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -360267.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -360301.781250 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -360301.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -360330.875000 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -360330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -360355.718750 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -360355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -360377.406250 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -360377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -360394.031250 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -360394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -360409.750000 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -360409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -360417.281250 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -360417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -360425.843750 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -360425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -360431.125000 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -360431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -360436.562500 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -360436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -360443.500000 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -360443.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360449.031250 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -360449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -360451.812500 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -360451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -360453.625000 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -360453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -360456.156250 Penalty: 3853.821289
	Iteration 27Q: 3 clusters Score -360456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -360457.906250 Penalty: 3853.821289
	Iteration 28Q: 3 clusters Score -360457.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -360460.593750 Penalty: 3853.821289
	Iteration 29Q: 3 clusters Score -360460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -360462.718750 Penalty: 3853.821289
	Iteration 30Q: 3 clusters Score -360462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -360464.500000 Penalty: 3853.821289
	Iteration 31Q: 3 clusters Score -360464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -360467.281250 Penalty: 3853.821289
	Iteration 32Q: 3 clusters Score -360467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -360471.125000 Penalty: 3853.821289
	Iteration 33Q: 3 clusters Score -360471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -360472.343750 Penalty: 3853.821289
	Iteration 34Q: 3 clusters Score -360472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -360473.093750 Penalty: 3853.821289
	Iteration 35Q: 3 clusters Score -360473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -360474.093750 Penalty: 3853.821289
	Iteration 36Q: 3 clusters Score -360474.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -360474.218750 Penalty: 3853.821289
	Iteration 37Q: 3 clusters Score -360474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -360474.218750 Penalty: 3853.821289
	Iteration 38F: 3 clusters Score -360474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -885654.125000 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -885654.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -880467.375000 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -880467.4 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -881898.750000 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -881898.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -882196.062500 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -882196.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -882437.812500 Penalty: 4319.812988
	Iteration 3F: 3 clusters Score -882437.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -882734.187500 Penalty: 4319.812988
	Iteration 4F: 3 clusters Score -882734.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -883099.062500 Penalty: 4319.812988
	Iteration 5F: 3 clusters Score -883099.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -883435.437500 Penalty: 4319.812988
	Iteration 6F: 3 clusters Score -883435.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -883677.875000 Penalty: 4319.812988
	Iteration 7F: 3 clusters Score -883677.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -883842.125000 Penalty: 4319.812988
	Iteration 8Q: 3 clusters Score -883842.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -883952.750000 Penalty: 4319.812988
	Iteration 9Q: 3 clusters Score -883952.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -884042.875000 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -884042.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -884105.625000 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -884105.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -884165.937500 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -884165.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -884220.750000 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -884220.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -884257.000000 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -884257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -884288.937500 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -884288.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -884303.937500 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -884303.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -884310.312500 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -884310.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -884322.125000 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -884322.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -884326.687500 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -884326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -884332.437500 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -884332.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884339.000000 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -884339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -884343.937500 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -884343.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -884349.000000 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -884349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -884349.375000 Penalty: 4319.812988
	Iteration 24Q: 3 clusters Score -884349.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -884354.062500 Penalty: 4319.812988
	Iteration 25Q: 3 clusters Score -884354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -884357.312500 Penalty: 4319.812988
	Iteration 26Q: 3 clusters Score -884357.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -884361.937500 Penalty: 4319.812988
	Iteration 27Q: 3 clusters Score -884361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -884364.375000 Penalty: 4319.812988
	Iteration 28Q: 3 clusters Score -884364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -884371.000000 Penalty: 4319.812988
	Iteration 29Q: 3 clusters Score -884371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -884375.000000 Penalty: 4319.812988
	Iteration 30Q: 3 clusters Score -884375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -884385.125000 Penalty: 4319.812988
	Iteration 31Q: 3 clusters Score -884385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -884393.312500 Penalty: 4319.812988
	Iteration 32Q: 3 clusters Score -884393.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -884407.437500 Penalty: 4319.812988
	Iteration 33Q: 3 clusters Score -884407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -884416.875000 Penalty: 4319.812988
	Iteration 34Q: 3 clusters Score -884416.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -884426.312500 Penalty: 4319.812988
	Iteration 35Q: 3 clusters Score -884426.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -884432.437500 Penalty: 4319.812988
	Iteration 36Q: 3 clusters Score -884432.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -884438.750000 Penalty: 4319.812988
	Iteration 37Q: 3 clusters Score -884438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -884443.500000 Penalty: 4319.812988
	Iteration 38Q: 3 clusters Score -884443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -884443.875000 Penalty: 4319.812988
	Iteration 39Q: 3 clusters Score -884443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -884441.375000 Penalty: 4319.812988
	Iteration 40F: 3 clusters Score -884441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -884445.125000 Penalty: 4319.812988
	Iteration 41Q: 3 clusters Score -884445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -884447.125000 Penalty: 4319.812988
	Iteration 42Q: 3 clusters Score -884447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -884448.812500 Penalty: 4319.812988
	Iteration 43Q: 3 clusters Score -884448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -884451.875000 Penalty: 4319.812988
	Iteration 44Q: 3 clusters Score -884451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -884451.312500 Penalty: 4319.812988
	Iteration 45Q: 3 clusters Score -884451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -884452.687500 Penalty: 4319.812988
	Iteration 46Q: 3 clusters Score -884452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -884455.250000 Penalty: 4319.812988
	Iteration 47Q: 3 clusters Score -884455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -884455.000000 Penalty: 4319.812988
	Iteration 48Q: 3 clusters Score -884455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -884455.312500 Penalty: 4319.812988
	Iteration 49Q: 3 clusters Score -884455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -884458.812500 Penalty: 4319.812988
	Iteration 50Q: 3 clusters Score -884458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -884459.125000 Penalty: 4319.812988
	Iteration 51Q: 3 clusters Score -884459.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -884461.187500 Penalty: 4319.812988
	Iteration 52Q: 3 clusters Score -884461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -884463.625000 Penalty: 4319.812988
	Iteration 53Q: 3 clusters Score -884463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -884469.562500 Penalty: 4319.812988
	Iteration 54Q: 3 clusters Score -884469.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -884469.812500 Penalty: 4319.812988
	Iteration 55Q: 3 clusters Score -884469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -884472.062500 Penalty: 4319.812988
	Iteration 56Q: 3 clusters Score -884472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -884474.500000 Penalty: 4319.812988
	Iteration 57Q: 3 clusters Score -884474.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -884475.812500 Penalty: 4319.812988
	Iteration 58Q: 3 clusters Score -884475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -884475.750000 Penalty: 4319.812988
	Iteration 59Q: 3 clusters Score -884475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -884476.625000 Penalty: 4319.812988
	Iteration 60F: 3 clusters Score -884476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -884477.625000 Penalty: 4319.812988
	Iteration 61Q: 3 clusters Score -884477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -884477.750000 Penalty: 4319.812988
	Iteration 62Q: 3 clusters Score -884477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -884478.062500 Penalty: 4319.812988
	Iteration 63Q: 3 clusters Score -884478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -884479.187500 Penalty: 4319.812988
	Iteration 64Q: 3 clusters Score -884479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -884479.187500 Penalty: 4319.812988
	Iteration 65F: 3 clusters Score -884479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Entering Unmasked Estep 
Score: -2888444.000000 Penalty: 2456.795410
	Iteration 0F: 2 clusters Score -2888444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2874447.250000 Penalty: 4913.590820
	Iteration 0F: 3 clusters Score -2874447 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2879456.750000 Penalty: 4913.590820
	Iteration 1F: 3 clusters Score -2879457 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2880228.250000 Penalty: 4913.590820
	Iteration 2F: 3 clusters Score -2880228 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2880976.250000 Penalty: 4913.590820
	Iteration 3F: 3 clusters Score -2880976 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2881740.500000 Penalty: 4913.590820
	Iteration 4F: 3 clusters Score -2881740 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2882388.000000 Penalty: 4913.590820
	Iteration 5F: 3 clusters Score -2882388 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2882940.500000 Penalty: 4913.590820
	Iteration 6F: 3 clusters Score -2882940 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2883432.750000 Penalty: 4913.590820
	Iteration 7Q: 3 clusters Score -2883433 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2883805.500000 Penalty: 4913.590820
	Iteration 8Q: 3 clusters Score -2883806 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2884084.750000 Penalty: 4913.590820
	Iteration 9Q: 3 clusters Score -2884085 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2884289.750000 Penalty: 4913.590820
	Iteration 10Q: 3 clusters Score -2884290 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2884468.750000 Penalty: 4913.590820
	Iteration 11Q: 3 clusters Score -2884469 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2884583.000000 Penalty: 4913.590820
	Iteration 12Q: 3 clusters Score -2884583 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2884687.500000 Penalty: 4913.590820
	Iteration 13Q: 3 clusters Score -2884688 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2884786.000000 Penalty: 4913.590820
	Iteration 14Q: 3 clusters Score -2884786 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2884848.750000 Penalty: 4913.590820
	Iteration 15Q: 3 clusters Score -2884849 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2884906.250000 Penalty: 4913.590820
	Iteration 16Q: 3 clusters Score -2884906 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2884934.000000 Penalty: 4913.590820
	Iteration 17Q: 3 clusters Score -2884934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2884975.000000 Penalty: 4913.590820
	Iteration 18Q: 3 clusters Score -2884975 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2885025.500000 Penalty: 4913.590820
	Iteration 19Q: 3 clusters Score -2885026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2885056.250000 Penalty: 4913.590820
	Iteration 20F: 3 clusters Score -2885056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2885093.250000 Penalty: 4913.590820
	Iteration 21Q: 3 clusters Score -2885093 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2885121.750000 Penalty: 4913.590820
	Iteration 22Q: 3 clusters Score -2885122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2885147.750000 Penalty: 4913.590820
	Iteration 23Q: 3 clusters Score -2885148 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2885192.000000 Penalty: 4913.590820
	Iteration 24Q: 3 clusters Score -2885192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2885223.500000 Penalty: 4913.590820
	Iteration 25Q: 3 clusters Score -2885224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2885271.000000 Penalty: 4913.590820
	Iteration 26Q: 3 clusters Score -2885271 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2885305.250000 Penalty: 4913.590820
	Iteration 27Q: 3 clusters Score -2885305 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2885337.750000 Penalty: 4913.590820
	Iteration 28Q: 3 clusters Score -2885338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2885373.500000 Penalty: 4913.590820
	Iteration 29Q: 3 clusters Score -2885374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2885433.500000 Penalty: 4913.590820
	Iteration 30Q: 3 clusters Score -2885434 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2885484.500000 Penalty: 4913.590820
	Iteration 31Q: 3 clusters Score -2885484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2885544.000000 Penalty: 4913.590820
	Iteration 32Q: 3 clusters Score -2885544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2885597.000000 Penalty: 4913.590820
	Iteration 33Q: 3 clusters Score -2885597 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2885654.500000 Penalty: 4913.590820
	Iteration 34Q: 3 clusters Score -2885654 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2885720.500000 Penalty: 4913.590820
	Iteration 35Q: 3 clusters Score -2885720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2885771.250000 Penalty: 4913.590820
	Iteration 36Q: 3 clusters Score -2885771 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2885850.750000 Penalty: 4913.590820
	Iteration 37Q: 3 clusters Score -2885851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2885920.250000 Penalty: 4913.590820
	Iteration 38Q: 3 clusters Score -2885920 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2886015.250000 Penalty: 4913.590820
	Iteration 39Q: 3 clusters Score -2886015 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2886121.750000 Penalty: 4913.590820
	Iteration 40F: 3 clusters Score -2886122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2886227.000000 Penalty: 4913.590820
	Iteration 41Q: 3 clusters Score -2886227 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2886344.500000 Penalty: 4913.590820
	Iteration 42Q: 3 clusters Score -2886344 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2886453.750000 Penalty: 4913.590820
	Iteration 43Q: 3 clusters Score -2886454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2886553.750000 Penalty: 4913.590820
	Iteration 44Q: 3 clusters Score -2886554 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2886631.750000 Penalty: 4913.590820
	Iteration 45Q: 3 clusters Score -2886632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2886703.000000 Penalty: 4913.590820
	Iteration 46Q: 3 clusters Score -2886703 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2886758.750000 Penalty: 4913.590820
	Iteration 47Q: 3 clusters Score -2886759 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2886809.750000 Penalty: 4913.590820
	Iteration 48Q: 3 clusters Score -2886810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2886841.750000 Penalty: 4913.590820
	Iteration 49Q: 3 clusters Score -2886842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2886869.000000 Penalty: 4913.590820
	Iteration 50Q: 3 clusters Score -2886869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2886876.750000 Penalty: 4913.590820
	Iteration 51Q: 3 clusters Score -2886877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2886889.750000 Penalty: 4913.590820
	Iteration 52Q: 3 clusters Score -2886890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2886893.250000 Penalty: 4913.590820
	Iteration 53Q: 3 clusters Score -2886893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2886903.000000 Penalty: 4913.590820
	Iteration 54Q: 3 clusters Score -2886903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2886912.750000 Penalty: 4913.590820
	Iteration 55Q: 3 clusters Score -2886913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2886921.000000 Penalty: 4913.590820
	Iteration 56Q: 3 clusters Score -2886921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2886932.750000 Penalty: 4913.590820
	Iteration 57Q: 3 clusters Score -2886933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2886939.250000 Penalty: 4913.590820
	Iteration 58Q: 3 clusters Score -2886939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2886941.000000 Penalty: 4913.590820
	Iteration 59Q: 3 clusters Score -2886941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2886947.500000 Penalty: 4913.590820
	Iteration 60F: 3 clusters Score -2886948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2886952.750000 Penalty: 4913.590820
	Iteration 61Q: 3 clusters Score -2886953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2886957.500000 Penalty: 4913.590820
	Iteration 62Q: 3 clusters Score -2886958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2886977.250000 Penalty: 4913.590820
	Iteration 63Q: 3 clusters Score -2886977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2886984.000000 Penalty: 4913.590820
	Iteration 64Q: 3 clusters Score -2886984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2886985.500000 Penalty: 4913.590820
	Iteration 65Q: 3 clusters Score -2886986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2886989.250000 Penalty: 4913.590820
	Iteration 66Q: 3 clusters Score -2886989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2887003.250000 Penalty: 4913.590820
	Iteration 67Q: 3 clusters Score -2887003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2886997.500000 Penalty: 4913.590820
	Iteration 68Q: 3 clusters Score -2886998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2887006.500000 Penalty: 4913.590820
	Iteration 69Q: 3 clusters Score -2887006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2887017.500000 Penalty: 4913.590820
	Iteration 70Q: 3 clusters Score -2887018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2887019.500000 Penalty: 4913.590820
	Iteration 71Q: 3 clusters Score -2887020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2887019.000000 Penalty: 4913.590820
	Iteration 72Q: 3 clusters Score -2887019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2887020.500000 Penalty: 4913.590820
	Iteration 73Q: 3 clusters Score -2887020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2887028.250000 Penalty: 4913.590820
	Iteration 74Q: 3 clusters Score -2887028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2887029.750000 Penalty: 4913.590820
	Iteration 75Q: 3 clusters Score -2887030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2887029.250000 Penalty: 4913.590820
	Iteration 76Q: 3 clusters Score -2887029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2887029.000000 Penalty: 4913.590820
	Iteration 77Q: 3 clusters Score -2887029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2887034.500000 Penalty: 4913.590820
	Iteration 78Q: 3 clusters Score -2887034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2887030.000000 Penalty: 4913.590820
	Iteration 79Q: 3 clusters Score -2887030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2887030.000000 Penalty: 4913.590820
	Iteration 80F: 3 clusters Score -2887030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2887035.750000 Penalty: 4913.590820
	Iteration 81Q: 3 clusters Score -2887036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2887038.250000 Penalty: 4913.590820
	Iteration 82Q: 3 clusters Score -2887038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2887036.750000 Penalty: 4913.590820
	Iteration 83Q: 3 clusters Score -2887037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2887038.250000 Penalty: 4913.590820
	Iteration 84Q: 3 clusters Score -2887038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2887037.500000 Penalty: 4913.590820
	Iteration 85Q: 3 clusters Score -2887038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2887039.500000 Penalty: 4913.590820
	Iteration 86Q: 3 clusters Score -2887040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2887043.250000 Penalty: 4913.590820
	Iteration 87Q: 3 clusters Score -2887043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2887043.000000 Penalty: 4913.590820
	Iteration 88Q: 3 clusters Score -2887043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2887043.000000 Penalty: 4913.590820
	Iteration 89F: 3 clusters Score -2887043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -2368414.000000 Penalty: 2396.252441
	Iteration 0F: 2 clusters Score -2368414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2357103.250000 Penalty: 4792.504883
	Iteration 0F: 3 clusters Score -2357103 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2360967.000000 Penalty: 4792.504883
	Iteration 1F: 3 clusters Score -2360967 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2361862.750000 Penalty: 4792.504883
	Iteration 2F: 3 clusters Score -2361863 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2362749.750000 Penalty: 4792.504883
	Iteration 3F: 3 clusters Score -2362750 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2363428.250000 Penalty: 4792.504883
	Iteration 4F: 3 clusters Score -2363428 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2364003.500000 Penalty: 4792.504883
	Iteration 5F: 3 clusters Score -2364004 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2364562.500000 Penalty: 4792.504883
	Iteration 6F: 3 clusters Score -2364562 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2365086.750000 Penalty: 4792.504883
	Iteration 7F: 3 clusters Score -2365087 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2365587.500000 Penalty: 4792.504883
	Iteration 8Q: 3 clusters Score -2365588 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2366084.250000 Penalty: 4792.504883
	Iteration 9Q: 3 clusters Score -2366084 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2366509.500000 Penalty: 4792.504883
	Iteration 10Q: 3 clusters Score -2366510 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2366891.250000 Penalty: 4792.504883
	Iteration 11Q: 3 clusters Score -2366891 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2367176.750000 Penalty: 4792.504883
	Iteration 12Q: 3 clusters Score -2367177 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2367372.500000 Penalty: 4792.504883
	Iteration 13Q: 3 clusters Score -2367372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2367504.750000 Penalty: 4792.504883
	Iteration 14Q: 3 clusters Score -2367505 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2367581.000000 Penalty: 4792.504883
	Iteration 15Q: 3 clusters Score -2367581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2367643.250000 Penalty: 4792.504883
	Iteration 16Q: 3 clusters Score -2367643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2367692.000000 Penalty: 4792.504883
	Iteration 17Q: 3 clusters Score -2367692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2367728.500000 Penalty: 4792.504883
	Iteration 18Q: 3 clusters Score -2367728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2367747.000000 Penalty: 4792.504883
	Iteration 19Q: 3 clusters Score -2367747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2367765.000000 Penalty: 4792.504883
	Iteration 20F: 3 clusters Score -2367765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2367773.500000 Penalty: 4792.504883
	Iteration 21Q: 3 clusters Score -2367774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2367780.750000 Penalty: 4792.504883
	Iteration 22Q: 3 clusters Score -2367781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2367785.750000 Penalty: 4792.504883
	Iteration 23Q: 3 clusters Score -2367786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2367793.500000 Penalty: 4792.504883
	Iteration 24Q: 3 clusters Score -2367794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2367798.500000 Penalty: 4792.504883
	Iteration 25Q: 3 clusters Score -2367798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2367803.750000 Penalty: 4792.504883
	Iteration 26Q: 3 clusters Score -2367804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2367811.750000 Penalty: 4792.504883
	Iteration 27Q: 3 clusters Score -2367812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2367815.250000 Penalty: 4792.504883
	Iteration 28Q: 3 clusters Score -2367815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2367819.000000 Penalty: 4792.504883
	Iteration 29Q: 3 clusters Score -2367819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2367818.500000 Penalty: 4792.504883
	Iteration 30Q: 3 clusters Score -2367818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2367818.750000 Penalty: 4792.504883
	Iteration 31Q: 3 clusters Score -2367819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2367821.250000 Penalty: 4792.504883
	Iteration 32Q: 3 clusters Score -2367821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2367823.750000 Penalty: 4792.504883
	Iteration 33Q: 3 clusters Score -2367824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2367827.500000 Penalty: 4792.504883
	Iteration 34Q: 3 clusters Score -2367828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2367825.250000 Penalty: 4792.504883
	Iteration 35Q: 3 clusters Score -2367825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2367829.250000 Penalty: 4792.504883
	Iteration 36Q: 3 clusters Score -2367829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2367827.500000 Penalty: 4792.504883
	Iteration 37Q: 3 clusters Score -2367828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2367831.000000 Penalty: 4792.504883
	Iteration 38Q: 3 clusters Score -2367831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2367836.500000 Penalty: 4792.504883
	Iteration 39Q: 3 clusters Score -2367836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2367841.500000 Penalty: 4792.504883
	Iteration 40F: 3 clusters Score -2367842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2367844.750000 Penalty: 4792.504883
	Iteration 41Q: 3 clusters Score -2367845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2367853.000000 Penalty: 4792.504883
	Iteration 42Q: 3 clusters Score -2367853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2367866.500000 Penalty: 4792.504883
	Iteration 43Q: 3 clusters Score -2367866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2367884.250000 Penalty: 4792.504883
	Iteration 44Q: 3 clusters Score -2367884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2367915.750000 Penalty: 4792.504883
	Iteration 45Q: 3 clusters Score -2367916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2368003.500000 Penalty: 4792.504883
	Iteration 46Q: 3 clusters Score -2368004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2368100.500000 Penalty: 4792.504883
	Iteration 47Q: 3 clusters Score -2368100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2368164.250000 Penalty: 4792.504883
	Iteration 48Q: 3 clusters Score -2368164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2368189.750000 Penalty: 4792.504883
	Iteration 49Q: 3 clusters Score -2368190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2368206.750000 Penalty: 4792.504883
	Iteration 50Q: 3 clusters Score -2368207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2368208.500000 Penalty: 4792.504883
	Iteration 51Q: 3 clusters Score -2368208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2368210.250000 Penalty: 4792.504883
	Iteration 52Q: 3 clusters Score -2368210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2368212.500000 Penalty: 4792.504883
	Iteration 53Q: 3 clusters Score -2368212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2368212.500000 Penalty: 4792.504883
	Iteration 54F: 3 clusters Score -2368212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Entering Unmasked Estep 
Score: -4860241.000000 Penalty: 2574.916992
	Iteration 0F: 2 clusters Score -4860241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4838191.500000 Penalty: 5149.833984
	Iteration 0F: 3 clusters Score -4838192 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4846032.000000 Penalty: 5149.833984
	Iteration 1F: 3 clusters Score -4846032 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4846540.500000 Penalty: 5149.833984
	Iteration 2Q: 3 clusters Score -4846540 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4847192.500000 Penalty: 5149.833984
	Iteration 3Q: 3 clusters Score -4847192 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4848085.500000 Penalty: 5149.833984
	Iteration 4Q: 3 clusters Score -4848086 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4849295.500000 Penalty: 5149.833984
	Iteration 5F: 3 clusters Score -4849296 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4850835.500000 Penalty: 5149.833984
	Iteration 6F: 3 clusters Score -4850836 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -4852575.500000 Penalty: 5149.833984
	Iteration 7F: 3 clusters Score -4852576 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4854280.000000 Penalty: 5149.833984
	Iteration 8F: 3 clusters Score -4854280 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -4855560.500000 Penalty: 5149.833984
	Iteration 9F: 3 clusters Score -4855560 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4856279.000000 Penalty: 5149.833984
	Iteration 10Q: 3 clusters Score -4856279 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4856647.500000 Penalty: 5149.833984
	Iteration 11Q: 3 clusters Score -4856648 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -4856854.500000 Penalty: 5149.833984
	Iteration 12Q: 3 clusters Score -4856854 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -4856933.000000 Penalty: 5149.833984
	Iteration 13Q: 3 clusters Score -4856933 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4857012.000000 Penalty: 5149.833984
	Iteration 14Q: 3 clusters Score -4857012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4857052.000000 Penalty: 5149.833984
	Iteration 15Q: 3 clusters Score -4857052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4857108.000000 Penalty: 5149.833984
	Iteration 16Q: 3 clusters Score -4857108 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4857152.500000 Penalty: 5149.833984
	Iteration 17Q: 3 clusters Score -4857152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4857198.500000 Penalty: 5149.833984
	Iteration 18Q: 3 clusters Score -4857198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4857251.500000 Penalty: 5149.833984
	Iteration 19Q: 3 clusters Score -4857252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4857282.000000 Penalty: 5149.833984
	Iteration 20F: 3 clusters Score -4857282 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4857317.000000 Penalty: 5149.833984
	Iteration 21Q: 3 clusters Score -4857317 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4857356.000000 Penalty: 5149.833984
	Iteration 22Q: 3 clusters Score -4857356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -4857402.500000 Penalty: 5149.833984
	Iteration 23Q: 3 clusters Score -4857402 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4857425.000000 Penalty: 5149.833984
	Iteration 24Q: 3 clusters Score -4857425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4857480.000000 Penalty: 5149.833984
	Iteration 25Q: 3 clusters Score -4857480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4857521.500000 Penalty: 5149.833984
	Iteration 26Q: 3 clusters Score -4857522 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4857576.000000 Penalty: 5149.833984
	Iteration 27Q: 3 clusters Score -4857576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4857632.500000 Penalty: 5149.833984
	Iteration 28Q: 3 clusters Score -4857632 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4857745.000000 Penalty: 5149.833984
	Iteration 29Q: 3 clusters Score -4857745 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4857812.000000 Penalty: 5149.833984
	Iteration 30Q: 3 clusters Score -4857812 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4857908.500000 Penalty: 5149.833984
	Iteration 31Q: 3 clusters Score -4857908 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4858080.500000 Penalty: 5149.833984
	Iteration 32Q: 3 clusters Score -4858080 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4858314.000000 Penalty: 5149.833984
	Iteration 33Q: 3 clusters Score -4858314 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4858634.000000 Penalty: 5149.833984
	Iteration 34Q: 3 clusters Score -4858634 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4859102.000000 Penalty: 5149.833984
	Iteration 35Q: 3 clusters Score -4859102 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4859473.000000 Penalty: 5149.833984
	Iteration 36Q: 3 clusters Score -4859473 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4859749.500000 Penalty: 5149.833984
	Iteration 37Q: 3 clusters Score -4859750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4859907.500000 Penalty: 5149.833984
	Iteration 38Q: 3 clusters Score -4859908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4859975.500000 Penalty: 5149.833984
	Iteration 39Q: 3 clusters Score -4859976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4860029.500000 Penalty: 5149.833984
	Iteration 40F: 3 clusters Score -4860030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4860066.500000 Penalty: 5149.833984
	Iteration 41Q: 3 clusters Score -4860066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4860073.000000 Penalty: 5149.833984
	Iteration 42Q: 3 clusters Score -4860073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4860075.500000 Penalty: 5149.833984
	Iteration 43Q: 3 clusters Score -4860076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4860078.000000 Penalty: 5149.833984
	Iteration 44Q: 3 clusters Score -4860078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4860073.000000 Penalty: 5149.833984
	Iteration 45Q: 3 clusters Score -4860073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4860078.000000 Penalty: 5149.833984
	Iteration 46Q: 3 clusters Score -4860078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4860076.500000 Penalty: 5149.833984
	Iteration 47Q: 3 clusters Score -4860076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4860080.500000 Penalty: 5149.833984
	Iteration 48Q: 3 clusters Score -4860080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4860081.000000 Penalty: 5149.833984
	Iteration 49Q: 3 clusters Score -4860081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4860078.000000 Penalty: 5149.833984
	Iteration 50Q: 3 clusters Score -4860078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4860080.000000 Penalty: 5149.833984
	Iteration 51Q: 3 clusters Score -4860080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4860082.000000 Penalty: 5149.833984
	Iteration 52Q: 3 clusters Score -4860082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4860080.500000 Penalty: 5149.833984
	Iteration 53Q: 3 clusters Score -4860080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4860084.500000 Penalty: 5149.833984
	Iteration 54Q: 3 clusters Score -4860084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4860079.500000 Penalty: 5149.833984
	Iteration 55Q: 3 clusters Score -4860080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4860079.500000 Penalty: 5149.833984
	Iteration 56F: 3 clusters Score -4860080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Entering Unmasked Estep 
Score: -6496668.500000 Penalty: 2641.748291
	Iteration 0F: 2 clusters Score -6496668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -6468004.000000 Penalty: 5283.496582
	Iteration 0F: 3 clusters Score -6468004 nChanged 19425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -6478742.500000 Penalty: 5283.496582
	Iteration 1F: 3 clusters Score -6478742 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -6479344.500000 Penalty: 5283.496582
	Iteration 2Q: 3 clusters Score -6479344 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -6479964.000000 Penalty: 5283.496582
	Iteration 3Q: 3 clusters Score -6479964 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6480545.500000 Penalty: 5283.496582
	Iteration 4Q: 3 clusters Score -6480546 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6481147.500000 Penalty: 5283.496582
	Iteration 5Q: 3 clusters Score -6481148 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6481693.500000 Penalty: 5283.496582
	Iteration 6Q: 3 clusters Score -6481694 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -6482281.000000 Penalty: 5283.496582
	Iteration 7Q: 3 clusters Score -6482281 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6482874.000000 Penalty: 5283.496582
	Iteration 8Q: 3 clusters Score -6482874 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6483582.500000 Penalty: 5283.496582
	Iteration 9Q: 3 clusters Score -6483582 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -6484456.500000 Penalty: 5283.496582
	Iteration 10Q: 3 clusters Score -6484456 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6485473.500000 Penalty: 5283.496582
	Iteration 11Q: 3 clusters Score -6485474 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -6486803.500000 Penalty: 5283.496582
	Iteration 12F: 3 clusters Score -6486804 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -6488313.000000 Penalty: 5283.496582
	Iteration 13F: 3 clusters Score -6488313 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6489853.000000 Penalty: 5283.496582
	Iteration 14F: 3 clusters Score -6489853 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -6491233.000000 Penalty: 5283.496582
	Iteration 15Q: 3 clusters Score -6491233 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -6492307.500000 Penalty: 5283.496582
	Iteration 16Q: 3 clusters Score -6492308 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6493144.500000 Penalty: 5283.496582
	Iteration 17Q: 3 clusters Score -6493144 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -6493694.000000 Penalty: 5283.496582
	Iteration 18Q: 3 clusters Score -6493694 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -6494023.500000 Penalty: 5283.496582
	Iteration 19Q: 3 clusters Score -6494024 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -6494220.500000 Penalty: 5283.496582
	Iteration 20F: 3 clusters Score -6494220 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -6494352.000000 Penalty: 5283.496582
	Iteration 21Q: 3 clusters Score -6494352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6494443.500000 Penalty: 5283.496582
	Iteration 22Q: 3 clusters Score -6494444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -6494473.500000 Penalty: 5283.496582
	Iteration 23Q: 3 clusters Score -6494474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -6494520.000000 Penalty: 5283.496582
	Iteration 24Q: 3 clusters Score -6494520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -6494573.000000 Penalty: 5283.496582
	Iteration 25Q: 3 clusters Score -6494573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -6494595.500000 Penalty: 5283.496582
	Iteration 26Q: 3 clusters Score -6494596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -6494616.000000 Penalty: 5283.496582
	Iteration 27Q: 3 clusters Score -6494616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6494627.500000 Penalty: 5283.496582
	Iteration 28Q: 3 clusters Score -6494628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6494636.000000 Penalty: 5283.496582
	Iteration 29Q: 3 clusters Score -6494636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -6494638.500000 Penalty: 5283.496582
	Iteration 30Q: 3 clusters Score -6494638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -6494639.000000 Penalty: 5283.496582
	Iteration 31Q: 3 clusters Score -6494639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6494640.000000 Penalty: 5283.496582
	Iteration 32Q: 3 clusters Score -6494640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -6494640.000000 Penalty: 5283.496582
	Iteration 33F: 3 clusters Score -6494640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Entering Unmasked Estep 
Score: -3374701.500000 Penalty: 2483.149902
	Iteration 0F: 2 clusters Score -3374702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3359172.250000 Penalty: 4966.299805
	Iteration 0F: 3 clusters Score -3359172 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3364655.250000 Penalty: 4966.299805
	Iteration 1F: 3 clusters Score -3364655 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3365332.500000 Penalty: 4966.299805
	Iteration 2F: 3 clusters Score -3365332 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3366013.500000 Penalty: 4966.299805
	Iteration 3F: 3 clusters Score -3366014 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3366699.250000 Penalty: 4966.299805
	Iteration 4F: 3 clusters Score -3366699 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3367465.000000 Penalty: 4966.299805
	Iteration 5F: 3 clusters Score -3367465 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3368599.000000 Penalty: 4966.299805
	Iteration 6F: 3 clusters Score -3368599 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3370222.750000 Penalty: 4966.299805
	Iteration 7F: 3 clusters Score -3370223 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3371844.000000 Penalty: 4966.299805
	Iteration 8F: 3 clusters Score -3371844 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3372971.000000 Penalty: 4966.299805
	Iteration 9F: 3 clusters Score -3372971 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3373612.000000 Penalty: 4966.299805
	Iteration 10F: 3 clusters Score -3373612 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3374041.500000 Penalty: 4966.299805
	Iteration 11Q: 3 clusters Score -3374042 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3374346.250000 Penalty: 4966.299805
	Iteration 12Q: 3 clusters Score -3374346 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3374585.750000 Penalty: 4966.299805
	Iteration 13Q: 3 clusters Score -3374586 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3374796.750000 Penalty: 4966.299805
	Iteration 14Q: 3 clusters Score -3374797 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3375002.750000 Penalty: 4966.299805
	Iteration 15Q: 3 clusters Score -3375003 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3375206.250000 Penalty: 4966.299805
	Iteration 16Q: 3 clusters Score -3375206 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3375403.250000 Penalty: 4966.299805
	Iteration 17Q: 3 clusters Score -3375403 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3375637.750000 Penalty: 4966.299805
	Iteration 18Q: 3 clusters Score -3375638 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -3375868.500000 Penalty: 4966.299805
	Iteration 19Q: 3 clusters Score -3375868 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3376158.000000 Penalty: 4966.299805
	Iteration 20F: 3 clusters Score -3376158 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3376489.000000 Penalty: 4966.299805
	Iteration 21Q: 3 clusters Score -3376489 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3376867.000000 Penalty: 4966.299805
	Iteration 22Q: 3 clusters Score -3376867 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3377269.000000 Penalty: 4966.299805
	Iteration 23Q: 3 clusters Score -3377269 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3377608.250000 Penalty: 4966.299805
	Iteration 24Q: 3 clusters Score -3377608 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3377748.500000 Penalty: 4966.299805
	Iteration 25Q: 3 clusters Score -3377748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3377799.750000 Penalty: 4966.299805
	Iteration 26Q: 3 clusters Score -3377800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3377811.000000 Penalty: 4966.299805
	Iteration 27Q: 3 clusters Score -3377811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3377822.000000 Penalty: 4966.299805
	Iteration 28Q: 3 clusters Score -3377822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3377828.500000 Penalty: 4966.299805
	Iteration 29Q: 3 clusters Score -3377828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3377824.500000 Penalty: 4966.299805
	Iteration 30Q: 3 clusters Score -3377824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3377823.500000 Penalty: 4966.299805
	Iteration 31Q: 3 clusters Score -3377824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3377826.500000 Penalty: 4966.299805
	Iteration 32Q: 3 clusters Score -3377826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3377824.500000 Penalty: 4966.299805
	Iteration 33Q: 3 clusters Score -3377824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3377824.500000 Penalty: 4966.299805
	Iteration 34F: 3 clusters Score -3377824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 15856 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 6452 members 
Entering Unmasked Estep 
Score: -104159768.000000 Penalty: 103444.734375
Splitting cluster 21 changes total score from -104153200.000000 to -104159768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (107474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Entering Unmasked Estep 
Score: -16546646.000000 Penalty: 2873.081055
	Iteration 0F: 2 clusters Score -1.654665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -16476706.000000 Penalty: 5746.162109
	Iteration 0F: 3 clusters Score -1.647671e+07 nChanged 50981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -16506408.000000 Penalty: 5746.162109
	Iteration 1F: 3 clusters Score -1.650641e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -16507524.000000 Penalty: 5746.162109
	Iteration 2Q: 3 clusters Score -1.650752e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -16508883.000000 Penalty: 5746.162109
	Iteration 3Q: 3 clusters Score -1.650888e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -16510720.000000 Penalty: 5746.162109
	Iteration 4Q: 3 clusters Score -1.651072e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -16513506.000000 Penalty: 5746.162109
	Iteration 5Q: 3 clusters Score -1.651351e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -16517242.000000 Penalty: 5746.162109
	Iteration 6F: 3 clusters Score -1.651724e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -16521953.000000 Penalty: 5746.162109
	Iteration 7F: 3 clusters Score -1.652195e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -16526747.000000 Penalty: 5746.162109
	Iteration 8F: 3 clusters Score -1.652675e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -16530236.000000 Penalty: 5746.162109
	Iteration 9F: 3 clusters Score -1.653024e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -16532012.000000 Penalty: 5746.162109
	Iteration 10Q: 3 clusters Score -1.653201e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -16532994.000000 Penalty: 5746.162109
	Iteration 11Q: 3 clusters Score -1.653299e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -16533561.000000 Penalty: 5746.162109
	Iteration 12Q: 3 clusters Score -1.653356e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -16534209.000000 Penalty: 5746.162109
	Iteration 13Q: 3 clusters Score -1.653421e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -16534808.000000 Penalty: 5746.162109
	Iteration 14Q: 3 clusters Score -1.653481e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -16535510.000000 Penalty: 5746.162109
	Iteration 15Q: 3 clusters Score -1.653551e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -16536290.000000 Penalty: 5746.162109
	Iteration 16Q: 3 clusters Score -1.653629e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -16537078.000000 Penalty: 5746.162109
	Iteration 17Q: 3 clusters Score -1.653708e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -16537929.000000 Penalty: 5746.162109
	Iteration 18Q: 3 clusters Score -1.653793e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -16538808.000000 Penalty: 5746.162109
	Iteration 19Q: 3 clusters Score -1.653881e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -16539567.000000 Penalty: 5746.162109
	Iteration 20F: 3 clusters Score -1.653957e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -16540281.000000 Penalty: 5746.162109
	Iteration 21Q: 3 clusters Score -1.654028e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -16540934.000000 Penalty: 5746.162109
	Iteration 22Q: 3 clusters Score -1.654093e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -16541513.000000 Penalty: 5746.162109
	Iteration 23Q: 3 clusters Score -1.654151e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -16542115.000000 Penalty: 5746.162109
	Iteration 24Q: 3 clusters Score -1.654212e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -16542435.000000 Penalty: 5746.162109
	Iteration 25Q: 3 clusters Score -1.654244e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -16542724.000000 Penalty: 5746.162109
	Iteration 26Q: 3 clusters Score -1.654272e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -16543091.000000 Penalty: 5746.162109
	Iteration 27Q: 3 clusters Score -1.654309e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -16543257.000000 Penalty: 5746.162109
	Iteration 28Q: 3 clusters Score -1.654326e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -16543485.000000 Penalty: 5746.162109
	Iteration 29Q: 3 clusters Score -1.654348e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -16543676.000000 Penalty: 5746.162109
	Iteration 30Q: 3 clusters Score -1.654368e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -16543792.000000 Penalty: 5746.162109
	Iteration 31Q: 3 clusters Score -1.654379e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -16543937.000000 Penalty: 5746.162109
	Iteration 32Q: 3 clusters Score -1.654394e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -16544015.000000 Penalty: 5746.162109
	Iteration 33Q: 3 clusters Score -1.654402e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -16544068.000000 Penalty: 5746.162109
	Iteration 34Q: 3 clusters Score -1.654407e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -16544132.000000 Penalty: 5746.162109
	Iteration 35Q: 3 clusters Score -1.654413e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -16544161.000000 Penalty: 5746.162109
	Iteration 36Q: 3 clusters Score -1.654416e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -16544205.000000 Penalty: 5746.162109
	Iteration 37Q: 3 clusters Score -1.65442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -16544262.000000 Penalty: 5746.162109
	Iteration 38Q: 3 clusters Score -1.654426e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -16544274.000000 Penalty: 5746.162109
	Iteration 39Q: 3 clusters Score -1.654427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 105243 members 
Entering Unmasked Estep 
Score: -16544304.000000 Penalty: 5746.162109
	Iteration 40F: 3 clusters Score -1.65443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -16544324.000000 Penalty: 5746.162109
	Iteration 41Q: 3 clusters Score -1.654432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -16544333.000000 Penalty: 5746.162109
	Iteration 42Q: 3 clusters Score -1.654433e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -16544340.000000 Penalty: 5746.162109
	Iteration 43Q: 3 clusters Score -1.654434e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 105404 members 
Entering Unmasked Estep 
Score: -16544364.000000 Penalty: 5746.162109
	Iteration 44Q: 3 clusters Score -1.654436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -16544360.000000 Penalty: 5746.162109
	Iteration 45Q: 3 clusters Score -1.654436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 105456 members 
Entering Unmasked Estep 
Score: -16544364.000000 Penalty: 5746.162109
	Iteration 46Q: 3 clusters Score -1.654436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -16544352.000000 Penalty: 5746.162109
	Iteration 47Q: 3 clusters Score -1.654435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -16544378.000000 Penalty: 5746.162109
	Iteration 48Q: 3 clusters Score -1.654438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -16544367.000000 Penalty: 5746.162109
	Iteration 49Q: 3 clusters Score -1.654437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -16544362.000000 Penalty: 5746.162109
	Iteration 50Q: 3 clusters Score -1.654436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -16544349.000000 Penalty: 5746.162109
	Iteration 51Q: 3 clusters Score -1.654435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -16544353.000000 Penalty: 5746.162109
	Iteration 52Q: 3 clusters Score -1.654435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -16544357.000000 Penalty: 5746.162109
	Iteration 53Q: 3 clusters Score -1.654436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -16544365.000000 Penalty: 5746.162109
	Iteration 54Q: 3 clusters Score -1.654436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -16544361.000000 Penalty: 5746.162109
	Iteration 55Q: 3 clusters Score -1.654436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -16544361.000000 Penalty: 5746.162109
	Iteration 56F: 3 clusters Score -1.654436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -96445.867188 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -96445.87 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 463 members 
Entering Unmasked Estep 
Score: -94982.875000 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -94982.88 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -96477.968750 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -96477.97 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97116.242188 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -97116.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97891.218750 Penalty: 3361.147461
	Iteration 3Q: 3 clusters Score -97891.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -98097.218750 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -98097.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -98302.679688 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -98302.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -98441.718750 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -98441.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -98507.625000 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -98507.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -98526.734375 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -98526.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98546.664062 Penalty: 3361.147461
	Iteration 9Q: 3 clusters Score -98546.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98546.664062 Penalty: 3361.147461
	Iteration 10F: 3 clusters Score -98546.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 15856 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 159 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 718 members 
Entering Unmasked Estep 
Score: -104160248.000000 Penalty: 106781.664062
Splitting cluster 23 changes total score from -104153200.000000 to -104160248.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -141761.125000 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -141761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139903.468750 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -139903.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140980.250000 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -140980.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142123.031250 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -142123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143350.437500 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -143350.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -145017.484375 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -145017.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -145781.718750 Penalty: 3507.500244
	Iteration 5F: 3 clusters Score -145781.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -145871.500000 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -145871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -145882.921875 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -145882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -145886.375000 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -145886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -145893.812500 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -145893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -145894.500000 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -145894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -145896.671875 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -145896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -145896.671875 Penalty: 3507.500244
	Iteration 12F: 3 clusters Score -145896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 15856 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 159 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 718 members 
Mstep: Class 33 contains 890 members 
Entering Unmasked Estep 
Score: -104163072.000000 Penalty: 110118.593750
Splitting cluster 24 changes total score from -104153200.000000 to -104163072.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 25 (3887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Entering Unmasked Estep 
Score: -568544.437500 Penalty: 2049.817627
	Iteration 0F: 2 clusters Score -568544.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -564742.687500 Penalty: 4099.635254
	Iteration 0F: 3 clusters Score -564742.7 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -565635.937500 Penalty: 4099.635254
	Iteration 1F: 3 clusters Score -565635.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -565861.562500 Penalty: 4099.635254
	Iteration 2F: 3 clusters Score -565861.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -565971.500000 Penalty: 4099.635254
	Iteration 3Q: 3 clusters Score -565971.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -566036.312500 Penalty: 4099.635254
	Iteration 4Q: 3 clusters Score -566036.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -566081.437500 Penalty: 4099.635254
	Iteration 5Q: 3 clusters Score -566081.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -566120.250000 Penalty: 4099.635254
	Iteration 6Q: 3 clusters Score -566120.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -566151.625000 Penalty: 4099.635254
	Iteration 7Q: 3 clusters Score -566151.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -566182.125000 Penalty: 4099.635254
	Iteration 8Q: 3 clusters Score -566182.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -566208.375000 Penalty: 4099.635254
	Iteration 9Q: 3 clusters Score -566208.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -566231.250000 Penalty: 4099.635254
	Iteration 10Q: 3 clusters Score -566231.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -566260.250000 Penalty: 4099.635254
	Iteration 11Q: 3 clusters Score -566260.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -566285.500000 Penalty: 4099.635254
	Iteration 12Q: 3 clusters Score -566285.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -566311.312500 Penalty: 4099.635254
	Iteration 13Q: 3 clusters Score -566311.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -566351.437500 Penalty: 4099.635254
	Iteration 14Q: 3 clusters Score -566351.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -566392.687500 Penalty: 4099.635254
	Iteration 15Q: 3 clusters Score -566392.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566419.437500 Penalty: 4099.635254
	Iteration 16Q: 3 clusters Score -566419.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -566449.187500 Penalty: 4099.635254
	Iteration 17Q: 3 clusters Score -566449.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -566476.312500 Penalty: 4099.635254
	Iteration 18Q: 3 clusters Score -566476.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -566515.625000 Penalty: 4099.635254
	Iteration 19Q: 3 clusters Score -566515.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -566562.875000 Penalty: 4099.635254
	Iteration 20F: 3 clusters Score -566562.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -566638.625000 Penalty: 4099.635254
	Iteration 21Q: 3 clusters Score -566638.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -566752.000000 Penalty: 4099.635254
	Iteration 22Q: 3 clusters Score -566752 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -566910.312500 Penalty: 4099.635254
	Iteration 23Q: 3 clusters Score -566910.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -567141.625000 Penalty: 4099.635254
	Iteration 24Q: 3 clusters Score -567141.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -567398.750000 Penalty: 4099.635254
	Iteration 25Q: 3 clusters Score -567398.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -567617.187500 Penalty: 4099.635254
	Iteration 26Q: 3 clusters Score -567617.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -567761.375000 Penalty: 4099.635254
	Iteration 27Q: 3 clusters Score -567761.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -567817.625000 Penalty: 4099.635254
	Iteration 28Q: 3 clusters Score -567817.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -567857.812500 Penalty: 4099.635254
	Iteration 29Q: 3 clusters Score -567857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -567874.875000 Penalty: 4099.635254
	Iteration 30Q: 3 clusters Score -567874.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -567885.750000 Penalty: 4099.635254
	Iteration 31Q: 3 clusters Score -567885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -567892.750000 Penalty: 4099.635254
	Iteration 32Q: 3 clusters Score -567892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -567895.062500 Penalty: 4099.635254
	Iteration 33Q: 3 clusters Score -567895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -567898.812500 Penalty: 4099.635254
	Iteration 34Q: 3 clusters Score -567898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -567901.437500 Penalty: 4099.635254
	Iteration 35Q: 3 clusters Score -567901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -567905.812500 Penalty: 4099.635254
	Iteration 36Q: 3 clusters Score -567905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -567909.062500 Penalty: 4099.635254
	Iteration 37Q: 3 clusters Score -567909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -567913.312500 Penalty: 4099.635254
	Iteration 38Q: 3 clusters Score -567913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -567912.437500 Penalty: 4099.635254
	Iteration 39Q: 3 clusters Score -567912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -567913.875000 Penalty: 4099.635254
	Iteration 40F: 3 clusters Score -567913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -567915.437500 Penalty: 4099.635254
	Iteration 41Q: 3 clusters Score -567915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -567916.250000 Penalty: 4099.635254
	Iteration 42Q: 3 clusters Score -567916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -567918.687500 Penalty: 4099.635254
	Iteration 43Q: 3 clusters Score -567918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -567918.750000 Penalty: 4099.635254
	Iteration 44Q: 3 clusters Score -567918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -567919.187500 Penalty: 4099.635254
	Iteration 45Q: 3 clusters Score -567919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -567920.062500 Penalty: 4099.635254
	Iteration 46Q: 3 clusters Score -567920.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -567920.062500 Penalty: 4099.635254
	Iteration 47F: 3 clusters Score -567920.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -75374.750000 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -75374.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73898.664062 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -73898.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74176.617188 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -74176.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74303.718750 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -74303.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74390.117188 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -74390.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74452.187500 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -74452.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74485.195312 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -74485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74514.695312 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -74514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74535.320312 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -74535.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74554.781250 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -74554.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74574.796875 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -74574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74597.828125 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -74597.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74611.687500 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -74611.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74622.367188 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -74622.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74631.554688 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -74631.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74635.062500 Penalty: 3146.564697
	Iteration 14Q: 3 clusters Score -74635.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74636.953125 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -74636.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74639.554688 Penalty: 3146.564697
	Iteration 16F: 3 clusters Score -74639.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74650.062500 Penalty: 3146.564697
	Iteration 17Q: 3 clusters Score -74650.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74654.000000 Penalty: 3146.564697
	Iteration 18Q: 3 clusters Score -74654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74656.320312 Penalty: 3146.564697
	Iteration 19Q: 3 clusters Score -74656.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74656.320312 Penalty: 3146.564697
	Iteration 20F: 3 clusters Score -74656.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -1188499.375000 Penalty: 2222.227783
	Iteration 0F: 2 clusters Score -1188499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1182221.625000 Penalty: 4444.455566
	Iteration 0F: 3 clusters Score -1182222 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1183771.125000 Penalty: 4444.455566
	Iteration 1F: 3 clusters Score -1183771 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1184055.625000 Penalty: 4444.455566
	Iteration 2F: 3 clusters Score -1184056 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1184262.625000 Penalty: 4444.455566
	Iteration 3F: 3 clusters Score -1184263 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1184436.500000 Penalty: 4444.455566
	Iteration 4Q: 3 clusters Score -1184436 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1184575.875000 Penalty: 4444.455566
	Iteration 5Q: 3 clusters Score -1184576 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1184690.625000 Penalty: 4444.455566
	Iteration 6Q: 3 clusters Score -1184691 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1184785.250000 Penalty: 4444.455566
	Iteration 7Q: 3 clusters Score -1184785 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1184891.125000 Penalty: 4444.455566
	Iteration 8Q: 3 clusters Score -1184891 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1184990.500000 Penalty: 4444.455566
	Iteration 9Q: 3 clusters Score -1184990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1185079.250000 Penalty: 4444.455566
	Iteration 10Q: 3 clusters Score -1185079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1185166.625000 Penalty: 4444.455566
	Iteration 11Q: 3 clusters Score -1185167 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1185278.875000 Penalty: 4444.455566
	Iteration 12Q: 3 clusters Score -1185279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1185410.125000 Penalty: 4444.455566
	Iteration 13Q: 3 clusters Score -1185410 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1185556.250000 Penalty: 4444.455566
	Iteration 14Q: 3 clusters Score -1185556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1185677.250000 Penalty: 4444.455566
	Iteration 15Q: 3 clusters Score -1185677 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1185797.875000 Penalty: 4444.455566
	Iteration 16Q: 3 clusters Score -1185798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1185889.500000 Penalty: 4444.455566
	Iteration 17Q: 3 clusters Score -1185890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1185977.375000 Penalty: 4444.455566
	Iteration 18Q: 3 clusters Score -1185977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1186049.125000 Penalty: 4444.455566
	Iteration 19Q: 3 clusters Score -1186049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1186105.750000 Penalty: 4444.455566
	Iteration 20F: 3 clusters Score -1186106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1186151.500000 Penalty: 4444.455566
	Iteration 21Q: 3 clusters Score -1186152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1186183.375000 Penalty: 4444.455566
	Iteration 22Q: 3 clusters Score -1186183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1186202.250000 Penalty: 4444.455566
	Iteration 23Q: 3 clusters Score -1186202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1186221.125000 Penalty: 4444.455566
	Iteration 24Q: 3 clusters Score -1186221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1186235.875000 Penalty: 4444.455566
	Iteration 25Q: 3 clusters Score -1186236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1186252.125000 Penalty: 4444.455566
	Iteration 26Q: 3 clusters Score -1186252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1186267.625000 Penalty: 4444.455566
	Iteration 27Q: 3 clusters Score -1186268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1186283.125000 Penalty: 4444.455566
	Iteration 28Q: 3 clusters Score -1186283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1186290.750000 Penalty: 4444.455566
	Iteration 29Q: 3 clusters Score -1186291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1186305.625000 Penalty: 4444.455566
	Iteration 30Q: 3 clusters Score -1186306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1186319.500000 Penalty: 4444.455566
	Iteration 31Q: 3 clusters Score -1186320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1186330.375000 Penalty: 4444.455566
	Iteration 32Q: 3 clusters Score -1186330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1186341.375000 Penalty: 4444.455566
	Iteration 33Q: 3 clusters Score -1186341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1186355.750000 Penalty: 4444.455566
	Iteration 34Q: 3 clusters Score -1186356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1186368.625000 Penalty: 4444.455566
	Iteration 35Q: 3 clusters Score -1186369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1186377.375000 Penalty: 4444.455566
	Iteration 36Q: 3 clusters Score -1186377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1186386.875000 Penalty: 4444.455566
	Iteration 37Q: 3 clusters Score -1186387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1186392.500000 Penalty: 4444.455566
	Iteration 38Q: 3 clusters Score -1186392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1186398.375000 Penalty: 4444.455566
	Iteration 39Q: 3 clusters Score -1186398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1186406.875000 Penalty: 4444.455566
	Iteration 40F: 3 clusters Score -1186407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1186421.875000 Penalty: 4444.455566
	Iteration 41Q: 3 clusters Score -1186422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1186432.375000 Penalty: 4444.455566
	Iteration 42Q: 3 clusters Score -1186432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1186451.625000 Penalty: 4444.455566
	Iteration 43Q: 3 clusters Score -1186452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1186462.625000 Penalty: 4444.455566
	Iteration 44Q: 3 clusters Score -1186463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1186476.625000 Penalty: 4444.455566
	Iteration 45Q: 3 clusters Score -1186477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1186486.500000 Penalty: 4444.455566
	Iteration 46Q: 3 clusters Score -1186486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1186500.625000 Penalty: 4444.455566
	Iteration 47Q: 3 clusters Score -1186501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1186520.000000 Penalty: 4444.455566
	Iteration 48Q: 3 clusters Score -1186520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1186534.250000 Penalty: 4444.455566
	Iteration 49Q: 3 clusters Score -1186534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1186540.500000 Penalty: 4444.455566
	Iteration 50Q: 3 clusters Score -1186540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1186551.125000 Penalty: 4444.455566
	Iteration 51Q: 3 clusters Score -1186551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1186556.000000 Penalty: 4444.455566
	Iteration 52Q: 3 clusters Score -1186556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1186562.625000 Penalty: 4444.455566
	Iteration 53Q: 3 clusters Score -1186563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1186572.125000 Penalty: 4444.455566
	Iteration 54Q: 3 clusters Score -1186572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1186578.125000 Penalty: 4444.455566
	Iteration 55Q: 3 clusters Score -1186578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1186582.375000 Penalty: 4444.455566
	Iteration 56Q: 3 clusters Score -1186582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1186588.125000 Penalty: 4444.455566
	Iteration 57Q: 3 clusters Score -1186588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1186587.625000 Penalty: 4444.455566
	Iteration 58Q: 3 clusters Score -1186588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1186587.750000 Penalty: 4444.455566
	Iteration 59Q: 3 clusters Score -1186588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1186589.125000 Penalty: 4444.455566
	Iteration 60F: 3 clusters Score -1186589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Entering Unmasked Estep 
Score: -3905727.750000 Penalty: 2518.966064
	Iteration 0F: 2 clusters Score -3905728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3887884.250000 Penalty: 5037.932129
	Iteration 0F: 3 clusters Score -3887884 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3894167.000000 Penalty: 5037.932129
	Iteration 1F: 3 clusters Score -3894167 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3894626.750000 Penalty: 5037.932129
	Iteration 2F: 3 clusters Score -3894627 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3895036.500000 Penalty: 5037.932129
	Iteration 3Q: 3 clusters Score -3895036 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3895472.500000 Penalty: 5037.932129
	Iteration 4Q: 3 clusters Score -3895472 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3895898.500000 Penalty: 5037.932129
	Iteration 5Q: 3 clusters Score -3895898 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3896332.250000 Penalty: 5037.932129
	Iteration 6Q: 3 clusters Score -3896332 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3896795.250000 Penalty: 5037.932129
	Iteration 7Q: 3 clusters Score -3896795 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3897303.000000 Penalty: 5037.932129
	Iteration 8Q: 3 clusters Score -3897303 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3897813.000000 Penalty: 5037.932129
	Iteration 9Q: 3 clusters Score -3897813 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3898314.000000 Penalty: 5037.932129
	Iteration 10Q: 3 clusters Score -3898314 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3898892.000000 Penalty: 5037.932129
	Iteration 11Q: 3 clusters Score -3898892 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3899492.000000 Penalty: 5037.932129
	Iteration 12Q: 3 clusters Score -3899492 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3900112.500000 Penalty: 5037.932129
	Iteration 13Q: 3 clusters Score -3900112 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3900739.000000 Penalty: 5037.932129
	Iteration 14Q: 3 clusters Score -3900739 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3901363.000000 Penalty: 5037.932129
	Iteration 15Q: 3 clusters Score -3901363 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3901969.250000 Penalty: 5037.932129
	Iteration 16Q: 3 clusters Score -3901969 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3902461.500000 Penalty: 5037.932129
	Iteration 17Q: 3 clusters Score -3902462 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3902815.250000 Penalty: 5037.932129
	Iteration 18Q: 3 clusters Score -3902815 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3903055.750000 Penalty: 5037.932129
	Iteration 19Q: 3 clusters Score -3903056 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3903193.250000 Penalty: 5037.932129
	Iteration 20F: 3 clusters Score -3903193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3903283.250000 Penalty: 5037.932129
	Iteration 21Q: 3 clusters Score -3903283 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3903368.000000 Penalty: 5037.932129
	Iteration 22Q: 3 clusters Score -3903368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3903441.500000 Penalty: 5037.932129
	Iteration 23Q: 3 clusters Score -3903442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3903497.000000 Penalty: 5037.932129
	Iteration 24Q: 3 clusters Score -3903497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3903530.000000 Penalty: 5037.932129
	Iteration 25Q: 3 clusters Score -3903530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3903545.000000 Penalty: 5037.932129
	Iteration 26Q: 3 clusters Score -3903545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3903563.750000 Penalty: 5037.932129
	Iteration 27Q: 3 clusters Score -3903564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3903570.750000 Penalty: 5037.932129
	Iteration 28Q: 3 clusters Score -3903571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3903583.750000 Penalty: 5037.932129
	Iteration 29Q: 3 clusters Score -3903584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3903590.750000 Penalty: 5037.932129
	Iteration 30Q: 3 clusters Score -3903591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3903593.750000 Penalty: 5037.932129
	Iteration 31Q: 3 clusters Score -3903594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3903599.750000 Penalty: 5037.932129
	Iteration 32Q: 3 clusters Score -3903600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3903606.250000 Penalty: 5037.932129
	Iteration 33Q: 3 clusters Score -3903606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3903611.000000 Penalty: 5037.932129
	Iteration 34Q: 3 clusters Score -3903611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3903612.000000 Penalty: 5037.932129
	Iteration 35Q: 3 clusters Score -3903612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3903616.250000 Penalty: 5037.932129
	Iteration 36Q: 3 clusters Score -3903616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3903613.500000 Penalty: 5037.932129
	Iteration 37Q: 3 clusters Score -3903614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3903615.750000 Penalty: 5037.932129
	Iteration 38Q: 3 clusters Score -3903616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3903615.750000 Penalty: 5037.932129
	Iteration 39F: 3 clusters Score -3903616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (112997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Entering Unmasked Estep 
Score: -17421960.000000 Penalty: 2885.508789
	Iteration 0F: 2 clusters Score -1.742196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -17349304.000000 Penalty: 5771.017578
	Iteration 0F: 3 clusters Score -1.73493e+07 nChanged 53726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -17380128.000000 Penalty: 5771.017578
	Iteration 1F: 3 clusters Score -1.738013e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -17381264.000000 Penalty: 5771.017578
	Iteration 2Q: 3 clusters Score -1.738126e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -17383004.000000 Penalty: 5771.017578
	Iteration 3Q: 3 clusters Score -1.7383e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -17386156.000000 Penalty: 5771.017578
	Iteration 4Q: 3 clusters Score -1.738616e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -17390608.000000 Penalty: 5771.017578
	Iteration 5F: 3 clusters Score -1.739061e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -17396458.000000 Penalty: 5771.017578
	Iteration 6F: 3 clusters Score -1.739646e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -17402476.000000 Penalty: 5771.017578
	Iteration 7F: 3 clusters Score -1.740248e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 92303 members 
Entering Unmasked Estep 
Score: -17407768.000000 Penalty: 5771.017578
	Iteration 8F: 3 clusters Score -1.740777e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -17411500.000000 Penalty: 5771.017578
	Iteration 9Q: 3 clusters Score -1.74115e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -17413838.000000 Penalty: 5771.017578
	Iteration 10Q: 3 clusters Score -1.741384e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -17415406.000000 Penalty: 5771.017578
	Iteration 11Q: 3 clusters Score -1.741541e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -17416394.000000 Penalty: 5771.017578
	Iteration 12Q: 3 clusters Score -1.741639e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -17417068.000000 Penalty: 5771.017578
	Iteration 13Q: 3 clusters Score -1.741707e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -17417502.000000 Penalty: 5771.017578
	Iteration 14Q: 3 clusters Score -1.74175e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -17417830.000000 Penalty: 5771.017578
	Iteration 15Q: 3 clusters Score -1.741783e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -17418140.000000 Penalty: 5771.017578
	Iteration 16Q: 3 clusters Score -1.741814e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -17418372.000000 Penalty: 5771.017578
	Iteration 17Q: 3 clusters Score -1.741837e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -17418564.000000 Penalty: 5771.017578
	Iteration 18Q: 3 clusters Score -1.741856e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -17418750.000000 Penalty: 5771.017578
	Iteration 19Q: 3 clusters Score -1.741875e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -17418890.000000 Penalty: 5771.017578
	Iteration 20F: 3 clusters Score -1.741889e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -17418984.000000 Penalty: 5771.017578
	Iteration 21Q: 3 clusters Score -1.741898e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 109985 members 
Entering Unmasked Estep 
Score: -17419104.000000 Penalty: 5771.017578
	Iteration 22Q: 3 clusters Score -1.74191e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -17419170.000000 Penalty: 5771.017578
	Iteration 23Q: 3 clusters Score -1.741917e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -17419232.000000 Penalty: 5771.017578
	Iteration 24Q: 3 clusters Score -1.741923e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -17419264.000000 Penalty: 5771.017578
	Iteration 25Q: 3 clusters Score -1.741926e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -17419290.000000 Penalty: 5771.017578
	Iteration 26Q: 3 clusters Score -1.741929e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -17419310.000000 Penalty: 5771.017578
	Iteration 27Q: 3 clusters Score -1.741931e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -17419296.000000 Penalty: 5771.017578
	Iteration 28Q: 3 clusters Score -1.74193e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -17419324.000000 Penalty: 5771.017578
	Iteration 29Q: 3 clusters Score -1.741932e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -17419360.000000 Penalty: 5771.017578
	Iteration 30Q: 3 clusters Score -1.741936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -17419390.000000 Penalty: 5771.017578
	Iteration 31Q: 3 clusters Score -1.741939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -17419390.000000 Penalty: 5771.017578
	Iteration 32Q: 3 clusters Score -1.741939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -17419366.000000 Penalty: 5771.017578
	Iteration 33Q: 3 clusters Score -1.741937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -17419392.000000 Penalty: 5771.017578
	Iteration 34Q: 3 clusters Score -1.741939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -17419404.000000 Penalty: 5771.017578
	Iteration 35Q: 3 clusters Score -1.74194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 111039 members 
Entering Unmasked Estep 
Score: -17419390.000000 Penalty: 5771.017578
	Iteration 36Q: 3 clusters Score -1.741939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -17419402.000000 Penalty: 5771.017578
	Iteration 37Q: 3 clusters Score -1.74194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -17419426.000000 Penalty: 5771.017578
	Iteration 38Q: 3 clusters Score -1.741943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -17419436.000000 Penalty: 5771.017578
	Iteration 39Q: 3 clusters Score -1.741944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -17419462.000000 Penalty: 5771.017578
	Iteration 40F: 3 clusters Score -1.741946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -17419478.000000 Penalty: 5771.017578
	Iteration 41Q: 3 clusters Score -1.741948e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -17419468.000000 Penalty: 5771.017578
	Iteration 42Q: 3 clusters Score -1.741947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -17419490.000000 Penalty: 5771.017578
	Iteration 43Q: 3 clusters Score -1.741949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -17419504.000000 Penalty: 5771.017578
	Iteration 44Q: 3 clusters Score -1.74195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -17419504.000000 Penalty: 5771.017578
	Iteration 45Q: 3 clusters Score -1.74195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 111198 members 
Entering Unmasked Estep 
Score: -17419502.000000 Penalty: 5771.017578
	Iteration 46Q: 3 clusters Score -1.74195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -17419502.000000 Penalty: 5771.017578
	Iteration 47Q: 3 clusters Score -1.74195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -17419512.000000 Penalty: 5771.017578
	Iteration 48Q: 3 clusters Score -1.741951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -17419508.000000 Penalty: 5771.017578
	Iteration 49Q: 3 clusters Score -1.741951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 111236 members 
Entering Unmasked Estep 
Score: -17419514.000000 Penalty: 5771.017578
	Iteration 50Q: 3 clusters Score -1.741951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 111242 members 
Entering Unmasked Estep 
Score: -17419500.000000 Penalty: 5771.017578
	Iteration 51Q: 3 clusters Score -1.74195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 111247 members 
Entering Unmasked Estep 
Score: -17419506.000000 Penalty: 5771.017578
	Iteration 52Q: 3 clusters Score -1.741951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -17419504.000000 Penalty: 5771.017578
	Iteration 53Q: 3 clusters Score -1.74195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -17419510.000000 Penalty: 5771.017578
	Iteration 54Q: 3 clusters Score -1.741951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -17419514.000000 Penalty: 5771.017578
	Iteration 55Q: 3 clusters Score -1.741951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -17419510.000000 Penalty: 5771.017578
	Iteration 56Q: 3 clusters Score -1.741951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -17419508.000000 Penalty: 5771.017578
	Iteration 57Q: 3 clusters Score -1.741951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -17419516.000000 Penalty: 5771.017578
	Iteration 58Q: 3 clusters Score -1.741952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -17419520.000000 Penalty: 5771.017578
	Iteration 59Q: 3 clusters Score -1.741952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 111271 members 
Entering Unmasked Estep 
Score: -17419514.000000 Penalty: 5771.017578
	Iteration 60F: 3 clusters Score -1.741951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -17419514.000000 Penalty: 5771.017578
	Iteration 61Q: 3 clusters Score -1.741951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -17419510.000000 Penalty: 5771.017578
	Iteration 62Q: 3 clusters Score -1.741951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -17419510.000000 Penalty: 5771.017578
	Iteration 63F: 3 clusters Score -1.741951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 181348 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 13487 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 613 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 3966 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15714 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 15856 members 
Mstep: Class 22 contains 107474 members 
Mstep: Class 23 contains 159 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 3887 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7790 members 
Mstep: Class 28 contains 25774 members 
Mstep: Class 29 contains 112997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163784.000000 Penalty: 110118.593750
Iteration 79Q: 34 clusters Score -1.041638e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19176 members 
Mstep: Class 5 contains 181421 members 
Mstep: Class 6 contains 37430 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 13688 members 
Mstep: Class 10 contains 14739 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 3982 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 6041 members 
Mstep: Class 17 contains 20059 members 
Mstep: Class 18 contains 15894 members 
Mstep: Class 19 contains 32362 members 
Mstep: Class 20 contains 42285 members 
Mstep: Class 21 contains 15694 members 
Mstep: Class 22 contains 107606 members 
Mstep: Class 23 contains 158 members 
Mstep: Class 24 contains 288 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7820 members 
Mstep: Class 28 contains 25765 members 
Mstep: Class 29 contains 112716 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 6170 members 
Mstep: Class 32 contains 720 members 
Mstep: Class 33 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165616.000000 Penalty: 110118.593750
Iteration 80F: 34 clusters Score -1.041656e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 19176 members 
Mstep: Class 5 contains 181451 members 
Mstep: Class 6 contains 37411 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 13708 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 629 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 4001 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 20041 members 
Mstep: Class 18 contains 15798 members 
Mstep: Class 19 contains 32425 members 
Mstep: Class 20 contains 42276 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 107754 members 
Mstep: Class 23 contains 169 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 3601 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7844 members 
Mstep: Class 28 contains 25779 members 
Mstep: Class 29 contains 112437 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 6628 members 
Mstep: Class 32 contains 767 members 
Mstep: Class 33 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166520.000000 Penalty: 110118.593750
Iteration 81Q: 34 clusters Score -1.041665e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 181508 members 
Mstep: Class 6 contains 37405 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 14753 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 4016 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 20007 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 42273 members 
Mstep: Class 21 contains 15618 members 
Mstep: Class 22 contains 107895 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 3414 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7872 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 112135 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 6910 members 
Mstep: Class 32 contains 777 members 
Mstep: Class 33 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166840.000000 Penalty: 110118.593750
Iteration 82Q: 34 clusters Score -1.041668e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4053 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 181572 members 
Mstep: Class 6 contains 37395 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 6021 members 
Mstep: Class 17 contains 19992 members 
Mstep: Class 18 contains 15640 members 
Mstep: Class 19 contains 32550 members 
Mstep: Class 20 contains 42275 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 108046 members 
Mstep: Class 23 contains 165 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 3238 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7893 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 111810 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7158 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167184.000000 Penalty: 110118.593750
Iteration 83Q: 34 clusters Score -1.041672e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 19204 members 
Mstep: Class 5 contains 181604 members 
Mstep: Class 6 contains 37391 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 13767 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 6008 members 
Mstep: Class 17 contains 19978 members 
Mstep: Class 18 contains 15585 members 
Mstep: Class 19 contains 32591 members 
Mstep: Class 20 contains 42272 members 
Mstep: Class 21 contains 15599 members 
Mstep: Class 22 contains 108219 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 3076 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7915 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 111529 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7389 members 
Mstep: Class 32 contains 781 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167248.000000 Penalty: 110118.593750
Iteration 84Q: 34 clusters Score -1.041672e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19195 members 
Mstep: Class 5 contains 181608 members 
Mstep: Class 6 contains 37374 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 13774 members 
Mstep: Class 10 contains 14775 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 6221 members 
Mstep: Class 14 contains 4040 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 6002 members 
Mstep: Class 17 contains 19963 members 
Mstep: Class 18 contains 15545 members 
Mstep: Class 19 contains 32646 members 
Mstep: Class 20 contains 42265 members 
Mstep: Class 21 contains 15601 members 
Mstep: Class 22 contains 108441 members 
Mstep: Class 23 contains 163 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2950 members 
Mstep: Class 26 contains 569 members 
Mstep: Class 27 contains 7934 members 
Mstep: Class 28 contains 25833 members 
Mstep: Class 29 contains 111231 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7559 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167448.000000 Penalty: 110118.593750
Iteration 85Q: 34 clusters Score -1.041674e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 19187 members 
Mstep: Class 5 contains 181643 members 
Mstep: Class 6 contains 37356 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 13781 members 
Mstep: Class 10 contains 14790 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 6219 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 2363 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 19954 members 
Mstep: Class 18 contains 15513 members 
Mstep: Class 19 contains 32707 members 
Mstep: Class 20 contains 42264 members 
Mstep: Class 21 contains 15602 members 
Mstep: Class 22 contains 108598 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 570 members 
Mstep: Class 27 contains 7956 members 
Mstep: Class 28 contains 25836 members 
Mstep: Class 29 contains 110966 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7706 members 
Mstep: Class 32 contains 783 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167264.000000 Penalty: 110118.593750
Iteration 86Q: 34 clusters Score -1.041673e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19200 members 
Mstep: Class 5 contains 181635 members 
Mstep: Class 6 contains 37354 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 13767 members 
Mstep: Class 10 contains 14800 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 5984 members 
Mstep: Class 17 contains 19938 members 
Mstep: Class 18 contains 15485 members 
Mstep: Class 19 contains 32761 members 
Mstep: Class 20 contains 42255 members 
Mstep: Class 21 contains 15600 members 
Mstep: Class 22 contains 108813 members 
Mstep: Class 23 contains 162 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2772 members 
Mstep: Class 26 contains 572 members 
Mstep: Class 27 contains 7980 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 110675 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7823 members 
Mstep: Class 32 contains 786 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167224.000000 Penalty: 110118.593750
Iteration 87Q: 34 clusters Score -1.041672e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 4591 members 
Mstep: Class 4 contains 19192 members 
Mstep: Class 5 contains 181625 members 
Mstep: Class 6 contains 37347 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13762 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 6215 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 19923 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 32811 members 
Mstep: Class 20 contains 42244 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 109016 members 
Mstep: Class 23 contains 163 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8006 members 
Mstep: Class 28 contains 25845 members 
Mstep: Class 29 contains 110430 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7914 members 
Mstep: Class 32 contains 784 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167136.000000 Penalty: 110118.593750
Iteration 88Q: 34 clusters Score -1.041671e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 181605 members 
Mstep: Class 6 contains 37347 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 14806 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 6211 members 
Mstep: Class 14 contains 4053 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 5969 members 
Mstep: Class 17 contains 19909 members 
Mstep: Class 18 contains 15450 members 
Mstep: Class 19 contains 32868 members 
Mstep: Class 20 contains 42241 members 
Mstep: Class 21 contains 15594 members 
Mstep: Class 22 contains 109217 members 
Mstep: Class 23 contains 164 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2667 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8025 members 
Mstep: Class 28 contains 25837 members 
Mstep: Class 29 contains 110199 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 7986 members 
Mstep: Class 32 contains 785 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167304.000000 Penalty: 110118.593750
Iteration 89Q: 34 clusters Score -1.041673e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 19179 members 
Mstep: Class 5 contains 181572 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 14809 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 6205 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 5950 members 
Mstep: Class 17 contains 19895 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 32915 members 
Mstep: Class 20 contains 42242 members 
Mstep: Class 21 contains 15595 members 
Mstep: Class 22 contains 109367 members 
Mstep: Class 23 contains 162 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8051 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 110032 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8039 members 
Mstep: Class 32 contains 787 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167168.000000 Penalty: 110118.593750
Iteration 90Q: 34 clusters Score -1.041672e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19168 members 
Mstep: Class 5 contains 181545 members 
Mstep: Class 6 contains 37339 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13804 members 
Mstep: Class 10 contains 14811 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 19868 members 
Mstep: Class 18 contains 15430 members 
Mstep: Class 19 contains 32974 members 
Mstep: Class 20 contains 42241 members 
Mstep: Class 21 contains 15593 members 
Mstep: Class 22 contains 109561 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8065 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 109834 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8083 members 
Mstep: Class 32 contains 788 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166880.000000 Penalty: 110118.593750
Iteration 91Q: 34 clusters Score -1.041669e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 181465 members 
Mstep: Class 6 contains 37333 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13819 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 19854 members 
Mstep: Class 18 contains 15419 members 
Mstep: Class 19 contains 33037 members 
Mstep: Class 20 contains 42233 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 109727 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8078 members 
Mstep: Class 28 contains 25840 members 
Mstep: Class 29 contains 109710 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8109 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166752.000000 Penalty: 110118.593750
Iteration 92Q: 34 clusters Score -1.041668e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 19144 members 
Mstep: Class 5 contains 181421 members 
Mstep: Class 6 contains 37325 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13821 members 
Mstep: Class 10 contains 14805 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 2355 members 
Mstep: Class 16 contains 5922 members 
Mstep: Class 17 contains 19837 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 33098 members 
Mstep: Class 20 contains 42224 members 
Mstep: Class 21 contains 15593 members 
Mstep: Class 22 contains 109894 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 25841 members 
Mstep: Class 29 contains 109550 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8127 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166080.000000 Penalty: 110118.593750
Iteration 93Q: 34 clusters Score -1.041661e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 181363 members 
Mstep: Class 6 contains 37317 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13840 members 
Mstep: Class 10 contains 14799 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 19829 members 
Mstep: Class 18 contains 15408 members 
Mstep: Class 19 contains 33165 members 
Mstep: Class 20 contains 42224 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 110005 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8122 members 
Mstep: Class 28 contains 25852 members 
Mstep: Class 29 contains 109441 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8143 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165736.000000 Penalty: 110118.593750
Iteration 94Q: 34 clusters Score -1.041657e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 19126 members 
Mstep: Class 5 contains 181306 members 
Mstep: Class 6 contains 37318 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13851 members 
Mstep: Class 10 contains 14801 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 19806 members 
Mstep: Class 18 contains 15401 members 
Mstep: Class 19 contains 33225 members 
Mstep: Class 20 contains 42212 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 110153 members 
Mstep: Class 23 contains 160 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2532 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8139 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 109319 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8150 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165568.000000 Penalty: 110118.593750
Iteration 95Q: 34 clusters Score -1.041656e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 19124 members 
Mstep: Class 5 contains 181228 members 
Mstep: Class 6 contains 37316 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13863 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 19805 members 
Mstep: Class 18 contains 15391 members 
Mstep: Class 19 contains 33276 members 
Mstep: Class 20 contains 42205 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 110261 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 25853 members 
Mstep: Class 29 contains 109241 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8167 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165344.000000 Penalty: 110118.593750
Iteration 96Q: 34 clusters Score -1.041653e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 181112 members 
Mstep: Class 6 contains 37311 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13868 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 6181 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 19810 members 
Mstep: Class 18 contains 15378 members 
Mstep: Class 19 contains 33328 members 
Mstep: Class 20 contains 42197 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 110446 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 25860 members 
Mstep: Class 29 contains 109123 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8185 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165072.000000 Penalty: 110118.593750
Iteration 97Q: 34 clusters Score -1.041651e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 180964 members 
Mstep: Class 6 contains 37301 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 14810 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 5880 members 
Mstep: Class 17 contains 19811 members 
Mstep: Class 18 contains 15375 members 
Mstep: Class 19 contains 33375 members 
Mstep: Class 20 contains 42185 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 110586 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8172 members 
Mstep: Class 28 contains 25859 members 
Mstep: Class 29 contains 109092 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8203 members 
Mstep: Class 32 contains 789 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165056.000000 Penalty: 110118.593750
Iteration 98Q: 34 clusters Score -1.041651e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 19112 members 
Mstep: Class 5 contains 180874 members 
Mstep: Class 6 contains 37293 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13870 members 
Mstep: Class 10 contains 14814 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5870 members 
Mstep: Class 17 contains 19816 members 
Mstep: Class 18 contains 15372 members 
Mstep: Class 19 contains 33409 members 
Mstep: Class 20 contains 42179 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 110746 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8180 members 
Mstep: Class 28 contains 25858 members 
Mstep: Class 29 contains 109004 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8223 members 
Mstep: Class 32 contains 790 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165096.000000 Penalty: 110118.593750
Iteration 99Q: 34 clusters Score -1.041651e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 180814 members 
Mstep: Class 6 contains 37286 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13874 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5862 members 
Mstep: Class 17 contains 19812 members 
Mstep: Class 18 contains 15369 members 
Mstep: Class 19 contains 33450 members 
Mstep: Class 20 contains 42171 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 110872 members 
Mstep: Class 23 contains 161 members 
Mstep: Class 24 contains 291 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8190 members 
Mstep: Class 28 contains 25860 members 
Mstep: Class 29 contains 108896 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8238 members 
Mstep: Class 32 contains 790 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165344.000000 Penalty: 110118.593750
Iteration 100F: 34 clusters Score -1.041653e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 19112 members 
Mstep: Class 5 contains 180741 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13877 members 
Mstep: Class 10 contains 14834 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 6166 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 18 contains 15364 members 
Mstep: Class 19 contains 33484 members 
Mstep: Class 20 contains 42170 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111032 members 
Mstep: Class 23 contains 168 members 
Mstep: Class 24 contains 297 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8201 members 
Mstep: Class 28 contains 25865 members 
Mstep: Class 29 contains 108770 members 
Mstep: Class 30 contains 836 members 
Mstep: Class 31 contains 8252 members 
Mstep: Class 32 contains 788 members 
Mstep: Class 33 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165776.000000 Penalty: 110118.593750
Iteration 101Q: 34 clusters Score -1.041658e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 19102 members 
Mstep: Class 5 contains 180617 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13878 members 
Mstep: Class 10 contains 14847 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 6162 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 19818 members 
Mstep: Class 18 contains 15356 members 
Mstep: Class 19 contains 33515 members 
Mstep: Class 20 contains 42164 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111242 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 108654 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8258 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165672.000000 Penalty: 110118.593750
Iteration 102Q: 34 clusters Score -1.041657e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4059 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 19092 members 
Mstep: Class 5 contains 180516 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 14857 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 19818 members 
Mstep: Class 18 contains 15350 members 
Mstep: Class 19 contains 33554 members 
Mstep: Class 20 contains 42161 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111448 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8228 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 108508 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8267 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165440.000000 Penalty: 110118.593750
Iteration 103Q: 34 clusters Score -1.041654e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 19069 members 
Mstep: Class 5 contains 180456 members 
Mstep: Class 6 contains 37250 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 14862 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 19813 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 33591 members 
Mstep: Class 20 contains 42156 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111645 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 25884 members 
Mstep: Class 29 contains 108359 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8274 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165216.000000 Penalty: 110118.593750
Iteration 104Q: 34 clusters Score -1.041652e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 4558 members 
Mstep: Class 4 contains 19049 members 
Mstep: Class 5 contains 180400 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 14870 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 19813 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 33625 members 
Mstep: Class 20 contains 42147 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111790 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 108261 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8280 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165280.000000 Penalty: 110118.593750
Iteration 105Q: 34 clusters Score -1.041653e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 19029 members 
Mstep: Class 5 contains 180391 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 14876 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2443 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 19817 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 33650 members 
Mstep: Class 20 contains 42144 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111873 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8252 members 
Mstep: Class 28 contains 25900 members 
Mstep: Class 29 contains 108173 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8282 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165376.000000 Penalty: 110118.593750
Iteration 106Q: 34 clusters Score -1.041654e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4058 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 19016 members 
Mstep: Class 5 contains 180355 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 33668 members 
Mstep: Class 20 contains 42138 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111931 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8271 members 
Mstep: Class 28 contains 25903 members 
Mstep: Class 29 contains 108132 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8284 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165472.000000 Penalty: 110118.593750
Iteration 107Q: 34 clusters Score -1.041655e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 18999 members 
Mstep: Class 5 contains 180352 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13887 members 
Mstep: Class 10 contains 14892 members 
Mstep: Class 11 contains 626 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 19810 members 
Mstep: Class 18 contains 15329 members 
Mstep: Class 19 contains 33697 members 
Mstep: Class 20 contains 42132 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 111985 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 573 members 
Mstep: Class 27 contains 8283 members 
Mstep: Class 28 contains 25901 members 
Mstep: Class 29 contains 108066 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8285 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165152.000000 Penalty: 110118.593750
Iteration 108Q: 34 clusters Score -1.041652e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4062 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 5 contains 180301 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 14901 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 33722 members 
Mstep: Class 20 contains 42124 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 112053 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8286 members 
Mstep: Class 28 contains 25905 members 
Mstep: Class 29 contains 108034 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8285 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165056.000000 Penalty: 110118.593750
Iteration 109Q: 34 clusters Score -1.041651e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 18979 members 
Mstep: Class 5 contains 180250 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 19823 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 33762 members 
Mstep: Class 20 contains 42124 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 112164 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8296 members 
Mstep: Class 28 contains 25901 members 
Mstep: Class 29 contains 107929 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8285 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165216.000000 Penalty: 110118.593750
Iteration 110Q: 34 clusters Score -1.041652e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4065 members 
Mstep: Class 3 contains 4551 members 
Mstep: Class 4 contains 18969 members 
Mstep: Class 5 contains 180129 members 
Mstep: Class 6 contains 37214 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 19829 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 33798 members 
Mstep: Class 20 contains 42123 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 112289 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8307 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 107899 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8287 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165120.000000 Penalty: 110118.593750
Iteration 111Q: 34 clusters Score -1.041651e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 18972 members 
Mstep: Class 5 contains 180008 members 
Mstep: Class 6 contains 37212 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 14923 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2457 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 19826 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 33837 members 
Mstep: Class 20 contains 42122 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 112364 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8316 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 107899 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8290 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164736.000000 Penalty: 110118.593750
Iteration 112Q: 34 clusters Score -1.041647e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4064 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 179850 members 
Mstep: Class 6 contains 37203 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 19825 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 33868 members 
Mstep: Class 20 contains 42119 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 112472 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8327 members 
Mstep: Class 28 contains 25886 members 
Mstep: Class 29 contains 107951 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8291 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164696.000000 Penalty: 110118.593750
Iteration 113Q: 34 clusters Score -1.041647e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 179667 members 
Mstep: Class 6 contains 37196 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 14916 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 19821 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 33904 members 
Mstep: Class 20 contains 42115 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 112614 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8337 members 
Mstep: Class 28 contains 25889 members 
Mstep: Class 29 contains 108001 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8292 members 
Mstep: Class 32 contains 793 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164704.000000 Penalty: 110118.593750
Iteration 114Q: 34 clusters Score -1.041647e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 4559 members 
Mstep: Class 4 contains 18902 members 
Mstep: Class 5 contains 179510 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 14914 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 19819 members 
Mstep: Class 18 contains 15312 members 
Mstep: Class 19 contains 33933 members 
Mstep: Class 20 contains 42111 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 112724 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 25891 members 
Mstep: Class 29 contains 108036 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8293 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164440.000000 Penalty: 110118.593750
Iteration 115Q: 34 clusters Score -1.041644e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 18895 members 
Mstep: Class 5 contains 179337 members 
Mstep: Class 6 contains 37184 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 19823 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 33954 members 
Mstep: Class 20 contains 42104 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 112866 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8372 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 108064 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164200.000000 Penalty: 110118.593750
Iteration 116Q: 34 clusters Score -1.041642e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 18889 members 
Mstep: Class 5 contains 179158 members 
Mstep: Class 6 contains 37177 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 14918 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 19831 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 33990 members 
Mstep: Class 20 contains 42102 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 112983 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8389 members 
Mstep: Class 28 contains 25884 members 
Mstep: Class 29 contains 108094 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8293 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164040.000000 Penalty: 110118.593750
Iteration 117Q: 34 clusters Score -1.04164e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 18881 members 
Mstep: Class 5 contains 179015 members 
Mstep: Class 6 contains 37163 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14915 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 6157 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 19839 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 42097 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113086 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8410 members 
Mstep: Class 28 contains 25885 members 
Mstep: Class 29 contains 108113 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8293 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164144.000000 Penalty: 110118.593750
Iteration 118Q: 34 clusters Score -1.041641e+08 nChanged 1059
Entering ConstructFrom: 
Score: -104164144.000000 Penalty: 110118.593750
Entering ConstructFrom: 
Trying to split cluster 1 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -663571.875000 Penalty: 2117.757812
	Iteration 0F: 2 clusters Score -663571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -659092.312500 Penalty: 4235.515625
	Iteration 0F: 3 clusters Score -659092.3 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -660815.000000 Penalty: 4235.515625
	Iteration 1F: 3 clusters Score -660815 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -661841.812500 Penalty: 4235.515625
	Iteration 2F: 3 clusters Score -661841.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -662616.937500 Penalty: 4235.515625
	Iteration 3F: 3 clusters Score -662616.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -663050.312500 Penalty: 4235.515625
	Iteration 4F: 3 clusters Score -663050.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -663301.250000 Penalty: 4235.515625
	Iteration 5F: 3 clusters Score -663301.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -663429.250000 Penalty: 4235.515625
	Iteration 6Q: 3 clusters Score -663429.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -663501.125000 Penalty: 4235.515625
	Iteration 7Q: 3 clusters Score -663501.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -663557.812500 Penalty: 4235.515625
	Iteration 8Q: 3 clusters Score -663557.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -663593.625000 Penalty: 4235.515625
	Iteration 9Q: 3 clusters Score -663593.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -663633.000000 Penalty: 4235.515625
	Iteration 10Q: 3 clusters Score -663633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -663668.062500 Penalty: 4235.515625
	Iteration 11Q: 3 clusters Score -663668.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -663698.000000 Penalty: 4235.515625
	Iteration 12Q: 3 clusters Score -663698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -663726.000000 Penalty: 4235.515625
	Iteration 13Q: 3 clusters Score -663726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -663770.625000 Penalty: 4235.515625
	Iteration 14Q: 3 clusters Score -663770.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -663861.937500 Penalty: 4235.515625
	Iteration 15Q: 3 clusters Score -663861.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -663908.875000 Penalty: 4235.515625
	Iteration 16Q: 3 clusters Score -663908.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -663932.937500 Penalty: 4235.515625
	Iteration 17Q: 3 clusters Score -663932.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -663950.687500 Penalty: 4235.515625
	Iteration 18Q: 3 clusters Score -663950.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663957.937500 Penalty: 4235.515625
	Iteration 19Q: 3 clusters Score -663957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -663971.000000 Penalty: 4235.515625
	Iteration 20F: 3 clusters Score -663971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -663979.062500 Penalty: 4235.515625
	Iteration 21Q: 3 clusters Score -663979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -663984.937500 Penalty: 4235.515625
	Iteration 22Q: 3 clusters Score -663984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -663991.187500 Penalty: 4235.515625
	Iteration 23Q: 3 clusters Score -663991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -663994.750000 Penalty: 4235.515625
	Iteration 24Q: 3 clusters Score -663994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -663995.437500 Penalty: 4235.515625
	Iteration 25Q: 3 clusters Score -663995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -663997.750000 Penalty: 4235.515625
	Iteration 26Q: 3 clusters Score -663997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -663998.437500 Penalty: 4235.515625
	Iteration 27Q: 3 clusters Score -663998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -663998.437500 Penalty: 4235.515625
	Iteration 28F: 3 clusters Score -663998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 42088 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113240 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108151 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 3424 members 
Entering Unmasked Estep 
Score: -104163192.000000 Penalty: 113455.515625
Splitting cluster 1 changes total score from -104164144.000000 to -104163192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -595240.000000 Penalty: 2061.409424
	Iteration 0F: 2 clusters Score -595240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -591298.750000 Penalty: 4122.818848
	Iteration 0F: 3 clusters Score -591298.8 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -592345.812500 Penalty: 4122.818848
	Iteration 1F: 3 clusters Score -592345.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -592763.812500 Penalty: 4122.818848
	Iteration 2F: 3 clusters Score -592763.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -593222.687500 Penalty: 4122.818848
	Iteration 3F: 3 clusters Score -593222.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -593623.125000 Penalty: 4122.818848
	Iteration 4F: 3 clusters Score -593623.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -593924.250000 Penalty: 4122.818848
	Iteration 5F: 3 clusters Score -593924.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -594090.312500 Penalty: 4122.818848
	Iteration 6Q: 3 clusters Score -594090.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -594182.000000 Penalty: 4122.818848
	Iteration 7Q: 3 clusters Score -594182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -594219.375000 Penalty: 4122.818848
	Iteration 8Q: 3 clusters Score -594219.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -594238.625000 Penalty: 4122.818848
	Iteration 9Q: 3 clusters Score -594238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -594245.750000 Penalty: 4122.818848
	Iteration 10Q: 3 clusters Score -594245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -594248.062500 Penalty: 4122.818848
	Iteration 11Q: 3 clusters Score -594248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -594249.812500 Penalty: 4122.818848
	Iteration 12Q: 3 clusters Score -594249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -594253.000000 Penalty: 4122.818848
	Iteration 13Q: 3 clusters Score -594253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -594255.062500 Penalty: 4122.818848
	Iteration 14Q: 3 clusters Score -594255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -594256.562500 Penalty: 4122.818848
	Iteration 15Q: 3 clusters Score -594256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -594259.562500 Penalty: 4122.818848
	Iteration 16Q: 3 clusters Score -594259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -594258.875000 Penalty: 4122.818848
	Iteration 17Q: 3 clusters Score -594258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -594258.875000 Penalty: 4122.818848
	Iteration 18F: 3 clusters Score -594258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -658955.500000 Penalty: 2088.602295
	Iteration 0F: 2 clusters Score -658955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -654733.500000 Penalty: 4177.204590
	Iteration 0F: 3 clusters Score -654733.5 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -655737.937500 Penalty: 4177.204590
	Iteration 1F: 3 clusters Score -655737.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -655961.625000 Penalty: 4177.204590
	Iteration 2F: 3 clusters Score -655961.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -656079.562500 Penalty: 4177.204590
	Iteration 3Q: 3 clusters Score -656079.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -656175.500000 Penalty: 4177.204590
	Iteration 4Q: 3 clusters Score -656175.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -656239.000000 Penalty: 4177.204590
	Iteration 5Q: 3 clusters Score -656239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -656295.937500 Penalty: 4177.204590
	Iteration 6Q: 3 clusters Score -656295.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -656345.687500 Penalty: 4177.204590
	Iteration 7Q: 3 clusters Score -656345.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -656386.812500 Penalty: 4177.204590
	Iteration 8Q: 3 clusters Score -656386.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -656430.750000 Penalty: 4177.204590
	Iteration 9Q: 3 clusters Score -656430.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -656473.125000 Penalty: 4177.204590
	Iteration 10Q: 3 clusters Score -656473.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -656511.625000 Penalty: 4177.204590
	Iteration 11Q: 3 clusters Score -656511.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -656565.625000 Penalty: 4177.204590
	Iteration 12Q: 3 clusters Score -656565.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -656633.375000 Penalty: 4177.204590
	Iteration 13Q: 3 clusters Score -656633.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -656705.625000 Penalty: 4177.204590
	Iteration 14Q: 3 clusters Score -656705.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -656782.187500 Penalty: 4177.204590
	Iteration 15Q: 3 clusters Score -656782.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -656848.062500 Penalty: 4177.204590
	Iteration 16Q: 3 clusters Score -656848.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -656908.500000 Penalty: 4177.204590
	Iteration 17Q: 3 clusters Score -656908.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -656976.750000 Penalty: 4177.204590
	Iteration 18Q: 3 clusters Score -656976.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -657043.375000 Penalty: 4177.204590
	Iteration 19Q: 3 clusters Score -657043.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -657114.937500 Penalty: 4177.204590
	Iteration 20F: 3 clusters Score -657114.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -657193.187500 Penalty: 4177.204590
	Iteration 21Q: 3 clusters Score -657193.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -657261.375000 Penalty: 4177.204590
	Iteration 22Q: 3 clusters Score -657261.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -657315.187500 Penalty: 4177.204590
	Iteration 23Q: 3 clusters Score -657315.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -657363.875000 Penalty: 4177.204590
	Iteration 24Q: 3 clusters Score -657363.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -657416.312500 Penalty: 4177.204590
	Iteration 25Q: 3 clusters Score -657416.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -657453.562500 Penalty: 4177.204590
	Iteration 26Q: 3 clusters Score -657453.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -657482.125000 Penalty: 4177.204590
	Iteration 27Q: 3 clusters Score -657482.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -657508.812500 Penalty: 4177.204590
	Iteration 28Q: 3 clusters Score -657508.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -657525.437500 Penalty: 4177.204590
	Iteration 29Q: 3 clusters Score -657525.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -657539.750000 Penalty: 4177.204590
	Iteration 30Q: 3 clusters Score -657539.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -657549.125000 Penalty: 4177.204590
	Iteration 31Q: 3 clusters Score -657549.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -657557.312500 Penalty: 4177.204590
	Iteration 32Q: 3 clusters Score -657557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -657564.000000 Penalty: 4177.204590
	Iteration 33Q: 3 clusters Score -657564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -657572.000000 Penalty: 4177.204590
	Iteration 34Q: 3 clusters Score -657572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -657580.312500 Penalty: 4177.204590
	Iteration 35Q: 3 clusters Score -657580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -657585.937500 Penalty: 4177.204590
	Iteration 36Q: 3 clusters Score -657585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -657588.875000 Penalty: 4177.204590
	Iteration 37Q: 3 clusters Score -657588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -657590.187500 Penalty: 4177.204590
	Iteration 38Q: 3 clusters Score -657590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -657591.062500 Penalty: 4177.204590
	Iteration 39Q: 3 clusters Score -657591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -657591.062500 Penalty: 4177.204590
	Iteration 40F: 3 clusters Score -657591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Entering Unmasked Estep 
Score: -2881762.500000 Penalty: 2441.641357
	Iteration 0F: 2 clusters Score -2881762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2868488.250000 Penalty: 4883.282715
	Iteration 0F: 3 clusters Score -2868488 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2872869.500000 Penalty: 4883.282715
	Iteration 1F: 3 clusters Score -2872870 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2873383.000000 Penalty: 4883.282715
	Iteration 2F: 3 clusters Score -2873383 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2873971.000000 Penalty: 4883.282715
	Iteration 3F: 3 clusters Score -2873971 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2874606.500000 Penalty: 4883.282715
	Iteration 4F: 3 clusters Score -2874606 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2875383.500000 Penalty: 4883.282715
	Iteration 5F: 3 clusters Score -2875384 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2876331.250000 Penalty: 4883.282715
	Iteration 6F: 3 clusters Score -2876331 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2877429.750000 Penalty: 4883.282715
	Iteration 7F: 3 clusters Score -2877430 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2878418.500000 Penalty: 4883.282715
	Iteration 8F: 3 clusters Score -2878418 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2879215.750000 Penalty: 4883.282715
	Iteration 9Q: 3 clusters Score -2879216 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2879690.000000 Penalty: 4883.282715
	Iteration 10Q: 3 clusters Score -2879690 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2879993.500000 Penalty: 4883.282715
	Iteration 11Q: 3 clusters Score -2879994 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2880162.750000 Penalty: 4883.282715
	Iteration 12Q: 3 clusters Score -2880163 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2880266.000000 Penalty: 4883.282715
	Iteration 13Q: 3 clusters Score -2880266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2880348.250000 Penalty: 4883.282715
	Iteration 14Q: 3 clusters Score -2880348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2880397.500000 Penalty: 4883.282715
	Iteration 15Q: 3 clusters Score -2880398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2880423.500000 Penalty: 4883.282715
	Iteration 16Q: 3 clusters Score -2880424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2880441.750000 Penalty: 4883.282715
	Iteration 17Q: 3 clusters Score -2880442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2880452.000000 Penalty: 4883.282715
	Iteration 18Q: 3 clusters Score -2880452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2880462.250000 Penalty: 4883.282715
	Iteration 19Q: 3 clusters Score -2880462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2880477.750000 Penalty: 4883.282715
	Iteration 20F: 3 clusters Score -2880478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2880484.750000 Penalty: 4883.282715
	Iteration 21Q: 3 clusters Score -2880485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2880488.250000 Penalty: 4883.282715
	Iteration 22Q: 3 clusters Score -2880488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2880492.500000 Penalty: 4883.282715
	Iteration 23Q: 3 clusters Score -2880492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2880493.250000 Penalty: 4883.282715
	Iteration 24Q: 3 clusters Score -2880493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2880501.500000 Penalty: 4883.282715
	Iteration 25Q: 3 clusters Score -2880502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2880499.500000 Penalty: 4883.282715
	Iteration 26Q: 3 clusters Score -2880500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2880503.000000 Penalty: 4883.282715
	Iteration 27Q: 3 clusters Score -2880503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2880502.500000 Penalty: 4883.282715
	Iteration 28Q: 3 clusters Score -2880502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2880502.500000 Penalty: 4883.282715
	Iteration 29F: 3 clusters Score -2880502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (178820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178820 members 
Entering Unmasked Estep 
Score: -27464394.000000 Penalty: 2999.345459
	Iteration 0F: 2 clusters Score -2.746439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -27355234.000000 Penalty: 5998.690918
	Iteration 0F: 3 clusters Score -2.735523e+07 nChanged 85871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 89462 members 
Entering Unmasked Estep 
Score: -27404818.000000 Penalty: 5998.690918
	Iteration 1F: 3 clusters Score -2.740482e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -27405550.000000 Penalty: 5998.690918
	Iteration 2Q: 3 clusters Score -2.740555e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -27406598.000000 Penalty: 5998.690918
	Iteration 3Q: 3 clusters Score -2.74066e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -27407744.000000 Penalty: 5998.690918
	Iteration 4Q: 3 clusters Score -2.740774e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -27409188.000000 Penalty: 5998.690918
	Iteration 5Q: 3 clusters Score -2.740919e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -27411376.000000 Penalty: 5998.690918
	Iteration 6Q: 3 clusters Score -2.741138e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -27415400.000000 Penalty: 5998.690918
	Iteration 7Q: 3 clusters Score -2.74154e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -27421008.000000 Penalty: 5998.690918
	Iteration 8F: 3 clusters Score -2.742101e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -27428126.000000 Penalty: 5998.690918
	Iteration 9F: 3 clusters Score -2.742813e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -27435492.000000 Penalty: 5998.690918
	Iteration 10F: 3 clusters Score -2.743549e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -27441944.000000 Penalty: 5998.690918
	Iteration 11F: 3 clusters Score -2.744194e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -27445614.000000 Penalty: 5998.690918
	Iteration 12Q: 3 clusters Score -2.744561e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -27447230.000000 Penalty: 5998.690918
	Iteration 13Q: 3 clusters Score -2.744723e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -27447882.000000 Penalty: 5998.690918
	Iteration 14Q: 3 clusters Score -2.744788e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -27448154.000000 Penalty: 5998.690918
	Iteration 15Q: 3 clusters Score -2.744815e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -27448434.000000 Penalty: 5998.690918
	Iteration 16Q: 3 clusters Score -2.744843e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -27448648.000000 Penalty: 5998.690918
	Iteration 17Q: 3 clusters Score -2.744865e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -27448624.000000 Penalty: 5998.690918
	Iteration 18Q: 3 clusters Score -2.744862e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -27448690.000000 Penalty: 5998.690918
	Iteration 19Q: 3 clusters Score -2.744869e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -27448762.000000 Penalty: 5998.690918
	Iteration 20F: 3 clusters Score -2.744876e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -27448882.000000 Penalty: 5998.690918
	Iteration 21Q: 3 clusters Score -2.744888e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -27449006.000000 Penalty: 5998.690918
	Iteration 22Q: 3 clusters Score -2.744901e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -27449100.000000 Penalty: 5998.690918
	Iteration 23Q: 3 clusters Score -2.74491e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -27449134.000000 Penalty: 5998.690918
	Iteration 24Q: 3 clusters Score -2.744913e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -27449216.000000 Penalty: 5998.690918
	Iteration 25Q: 3 clusters Score -2.744922e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -27449238.000000 Penalty: 5998.690918
	Iteration 26Q: 3 clusters Score -2.744924e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -27449376.000000 Penalty: 5998.690918
	Iteration 27Q: 3 clusters Score -2.744938e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -27449488.000000 Penalty: 5998.690918
	Iteration 28Q: 3 clusters Score -2.744949e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -27449584.000000 Penalty: 5998.690918
	Iteration 29Q: 3 clusters Score -2.744958e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -27449700.000000 Penalty: 5998.690918
	Iteration 30Q: 3 clusters Score -2.74497e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -27449772.000000 Penalty: 5998.690918
	Iteration 31Q: 3 clusters Score -2.744977e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -27449876.000000 Penalty: 5998.690918
	Iteration 32Q: 3 clusters Score -2.744988e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92256 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -27449914.000000 Penalty: 5998.690918
	Iteration 33Q: 3 clusters Score -2.744991e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -27449952.000000 Penalty: 5998.690918
	Iteration 34Q: 3 clusters Score -2.744995e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -27450056.000000 Penalty: 5998.690918
	Iteration 35Q: 3 clusters Score -2.745006e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -27450120.000000 Penalty: 5998.690918
	Iteration 36Q: 3 clusters Score -2.745012e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -27450072.000000 Penalty: 5998.690918
	Iteration 37Q: 3 clusters Score -2.745007e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -27450082.000000 Penalty: 5998.690918
	Iteration 38Q: 3 clusters Score -2.745008e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -27450132.000000 Penalty: 5998.690918
	Iteration 39Q: 3 clusters Score -2.745013e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -27450140.000000 Penalty: 5998.690918
	Iteration 40F: 3 clusters Score -2.745014e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -27450242.000000 Penalty: 5998.690918
	Iteration 41Q: 3 clusters Score -2.745024e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -27450254.000000 Penalty: 5998.690918
	Iteration 42Q: 3 clusters Score -2.745025e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -27450318.000000 Penalty: 5998.690918
	Iteration 43Q: 3 clusters Score -2.745032e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -27450312.000000 Penalty: 5998.690918
	Iteration 44Q: 3 clusters Score -2.745031e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99428 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -27450318.000000 Penalty: 5998.690918
	Iteration 45Q: 3 clusters Score -2.745032e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -27450472.000000 Penalty: 5998.690918
	Iteration 46Q: 3 clusters Score -2.745047e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -27450590.000000 Penalty: 5998.690918
	Iteration 47Q: 3 clusters Score -2.745059e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -27450656.000000 Penalty: 5998.690918
	Iteration 48Q: 3 clusters Score -2.745066e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103326 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -27450812.000000 Penalty: 5998.690918
	Iteration 49Q: 3 clusters Score -2.745081e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -27450932.000000 Penalty: 5998.690918
	Iteration 50Q: 3 clusters Score -2.745093e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105382 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -27450948.000000 Penalty: 5998.690918
	Iteration 51Q: 3 clusters Score -2.745095e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -27450914.000000 Penalty: 5998.690918
	Iteration 52Q: 3 clusters Score -2.745091e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -27450934.000000 Penalty: 5998.690918
	Iteration 53Q: 3 clusters Score -2.745093e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -27450868.000000 Penalty: 5998.690918
	Iteration 54Q: 3 clusters Score -2.745087e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -27450912.000000 Penalty: 5998.690918
	Iteration 55Q: 3 clusters Score -2.745091e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -27451084.000000 Penalty: 5998.690918
	Iteration 56Q: 3 clusters Score -2.745108e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -27451032.000000 Penalty: 5998.690918
	Iteration 57Q: 3 clusters Score -2.745103e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -27451104.000000 Penalty: 5998.690918
	Iteration 58Q: 3 clusters Score -2.74511e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -27451222.000000 Penalty: 5998.690918
	Iteration 59Q: 3 clusters Score -2.745122e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -27451286.000000 Penalty: 5998.690918
	Iteration 60F: 3 clusters Score -2.745129e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117439 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -27451364.000000 Penalty: 5998.690918
	Iteration 61Q: 3 clusters Score -2.745136e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -27451370.000000 Penalty: 5998.690918
	Iteration 62Q: 3 clusters Score -2.745137e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -27451418.000000 Penalty: 5998.690918
	Iteration 63Q: 3 clusters Score -2.745142e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -27451458.000000 Penalty: 5998.690918
	Iteration 64Q: 3 clusters Score -2.745146e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122582 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -27451598.000000 Penalty: 5998.690918
	Iteration 65Q: 3 clusters Score -2.74516e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123923 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -27451776.000000 Penalty: 5998.690918
	Iteration 66Q: 3 clusters Score -2.745178e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -27451870.000000 Penalty: 5998.690918
	Iteration 67Q: 3 clusters Score -2.745187e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126826 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -27452000.000000 Penalty: 5998.690918
	Iteration 68Q: 3 clusters Score -2.7452e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128336 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -27452356.000000 Penalty: 5998.690918
	Iteration 69Q: 3 clusters Score -2.745236e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -27452544.000000 Penalty: 5998.690918
	Iteration 70Q: 3 clusters Score -2.745254e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131598 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -27452764.000000 Penalty: 5998.690918
	Iteration 71Q: 3 clusters Score -2.745276e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -27453022.000000 Penalty: 5998.690918
	Iteration 72Q: 3 clusters Score -2.745302e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135054 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -27453150.000000 Penalty: 5998.690918
	Iteration 73Q: 3 clusters Score -2.745315e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -27453386.000000 Penalty: 5998.690918
	Iteration 74Q: 3 clusters Score -2.745339e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138647 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -27453614.000000 Penalty: 5998.690918
	Iteration 75Q: 3 clusters Score -2.745361e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140504 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -27453938.000000 Penalty: 5998.690918
	Iteration 76Q: 3 clusters Score -2.745394e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -27454248.000000 Penalty: 5998.690918
	Iteration 77Q: 3 clusters Score -2.745425e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144276 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -27454620.000000 Penalty: 5998.690918
	Iteration 78Q: 3 clusters Score -2.745462e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146181 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -27454838.000000 Penalty: 5998.690918
	Iteration 79Q: 3 clusters Score -2.745484e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148083 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -27454984.000000 Penalty: 5998.690918
	Iteration 80F: 3 clusters Score -2.745498e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149940 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -27455294.000000 Penalty: 5998.690918
	Iteration 81Q: 3 clusters Score -2.745529e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -27455504.000000 Penalty: 5998.690918
	Iteration 82Q: 3 clusters Score -2.74555e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -27455744.000000 Penalty: 5998.690918
	Iteration 83Q: 3 clusters Score -2.745574e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -27456032.000000 Penalty: 5998.690918
	Iteration 84Q: 3 clusters Score -2.745603e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -27456252.000000 Penalty: 5998.690918
	Iteration 85Q: 3 clusters Score -2.745625e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -27456526.000000 Penalty: 5998.690918
	Iteration 86Q: 3 clusters Score -2.745653e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -27456788.000000 Penalty: 5998.690918
	Iteration 87Q: 3 clusters Score -2.745679e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -27457388.000000 Penalty: 5998.690918
	Iteration 88Q: 3 clusters Score -2.745739e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -27457704.000000 Penalty: 5998.690918
	Iteration 89Q: 3 clusters Score -2.74577e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165570 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -27458018.000000 Penalty: 5998.690918
	Iteration 90Q: 3 clusters Score -2.745802e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -27458374.000000 Penalty: 5998.690918
	Iteration 91Q: 3 clusters Score -2.745837e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168023 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -27458704.000000 Penalty: 5998.690918
	Iteration 92Q: 3 clusters Score -2.74587e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169088 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -27459138.000000 Penalty: 5998.690918
	Iteration 93Q: 3 clusters Score -2.745914e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -27459492.000000 Penalty: 5998.690918
	Iteration 94Q: 3 clusters Score -2.745949e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -27459656.000000 Penalty: 5998.690918
	Iteration 95Q: 3 clusters Score -2.745966e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171756 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -27459900.000000 Penalty: 5998.690918
	Iteration 96Q: 3 clusters Score -2.74599e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -27460088.000000 Penalty: 5998.690918
	Iteration 97Q: 3 clusters Score -2.746009e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173099 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -27460344.000000 Penalty: 5998.690918
	Iteration 98Q: 3 clusters Score -2.746034e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -27460466.000000 Penalty: 5998.690918
	Iteration 99Q: 3 clusters Score -2.746047e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174200 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -27460670.000000 Penalty: 5998.690918
	Iteration 100F: 3 clusters Score -2.746067e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174627 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -27460852.000000 Penalty: 5998.690918
	Iteration 101Q: 3 clusters Score -2.746085e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -27461008.000000 Penalty: 5998.690918
	Iteration 102Q: 3 clusters Score -2.746101e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175313 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -27461096.000000 Penalty: 5998.690918
	Iteration 103Q: 3 clusters Score -2.74611e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175570 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -27461120.000000 Penalty: 5998.690918
	Iteration 104Q: 3 clusters Score -2.746112e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175793 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -27461114.000000 Penalty: 5998.690918
	Iteration 105Q: 3 clusters Score -2.746111e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175978 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -27461196.000000 Penalty: 5998.690918
	Iteration 106Q: 3 clusters Score -2.74612e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -27461294.000000 Penalty: 5998.690918
	Iteration 107Q: 3 clusters Score -2.746129e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176310 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -27461368.000000 Penalty: 5998.690918
	Iteration 108Q: 3 clusters Score -2.746137e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -27461446.000000 Penalty: 5998.690918
	Iteration 109Q: 3 clusters Score -2.746145e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -27461428.000000 Penalty: 5998.690918
	Iteration 110Q: 3 clusters Score -2.746143e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -27461444.000000 Penalty: 5998.690918
	Iteration 111Q: 3 clusters Score -2.746144e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -27461484.000000 Penalty: 5998.690918
	Iteration 112Q: 3 clusters Score -2.746148e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -27461520.000000 Penalty: 5998.690918
	Iteration 113Q: 3 clusters Score -2.746152e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -27461554.000000 Penalty: 5998.690918
	Iteration 114Q: 3 clusters Score -2.746155e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177072 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -27461568.000000 Penalty: 5998.690918
	Iteration 115Q: 3 clusters Score -2.746157e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -27461618.000000 Penalty: 5998.690918
	Iteration 116Q: 3 clusters Score -2.746162e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -27461644.000000 Penalty: 5998.690918
	Iteration 117Q: 3 clusters Score -2.746164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -27461612.000000 Penalty: 5998.690918
	Iteration 118Q: 3 clusters Score -2.746161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177271 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -27461626.000000 Penalty: 5998.690918
	Iteration 119Q: 3 clusters Score -2.746163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -27461622.000000 Penalty: 5998.690918
	Iteration 120F: 3 clusters Score -2.746162e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177338 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -27461630.000000 Penalty: 5998.690918
	Iteration 121Q: 3 clusters Score -2.746163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -27461664.000000 Penalty: 5998.690918
	Iteration 122Q: 3 clusters Score -2.746166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177393 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -27461658.000000 Penalty: 5998.690918
	Iteration 123Q: 3 clusters Score -2.746166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177426 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27461636.000000 Penalty: 5998.690918
	Iteration 124Q: 3 clusters Score -2.746164e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177454 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -27461648.000000 Penalty: 5998.690918
	Iteration 125Q: 3 clusters Score -2.746165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -27461682.000000 Penalty: 5998.690918
	Iteration 126Q: 3 clusters Score -2.746168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177495 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -27461666.000000 Penalty: 5998.690918
	Iteration 127Q: 3 clusters Score -2.746167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177513 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -27461672.000000 Penalty: 5998.690918
	Iteration 128Q: 3 clusters Score -2.746167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27461702.000000 Penalty: 5998.690918
	Iteration 129Q: 3 clusters Score -2.74617e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -27461690.000000 Penalty: 5998.690918
	Iteration 130Q: 3 clusters Score -2.746169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177548 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -27461700.000000 Penalty: 5998.690918
	Iteration 131Q: 3 clusters Score -2.74617e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177555 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -27461682.000000 Penalty: 5998.690918
	Iteration 132Q: 3 clusters Score -2.746168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27461706.000000 Penalty: 5998.690918
	Iteration 133Q: 3 clusters Score -2.746171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -27461682.000000 Penalty: 5998.690918
	Iteration 134Q: 3 clusters Score -2.746168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -27461684.000000 Penalty: 5998.690918
	Iteration 135Q: 3 clusters Score -2.746168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27461668.000000 Penalty: 5998.690918
	Iteration 136Q: 3 clusters Score -2.746167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -27461696.000000 Penalty: 5998.690918
	Iteration 137Q: 3 clusters Score -2.74617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27461716.000000 Penalty: 5998.690918
	Iteration 138Q: 3 clusters Score -2.746172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27461698.000000 Penalty: 5998.690918
	Iteration 139Q: 3 clusters Score -2.74617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27461684.000000 Penalty: 5998.690918
	Iteration 140F: 3 clusters Score -2.746168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27461688.000000 Penalty: 5998.690918
	Iteration 141Q: 3 clusters Score -2.746169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27461700.000000 Penalty: 5998.690918
	Iteration 142Q: 3 clusters Score -2.74617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177569 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -27461720.000000 Penalty: 5998.690918
	Iteration 143Q: 3 clusters Score -2.746172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -27461748.000000 Penalty: 5998.690918
	Iteration 144Q: 3 clusters Score -2.746175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27461748.000000 Penalty: 5998.690918
	Iteration 145Q: 3 clusters Score -2.746175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -27461734.000000 Penalty: 5998.690918
	Iteration 146Q: 3 clusters Score -2.746173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -27461742.000000 Penalty: 5998.690918
	Iteration 147Q: 3 clusters Score -2.746174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27461754.000000 Penalty: 5998.690918
	Iteration 148Q: 3 clusters Score -2.746175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177583 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27461738.000000 Penalty: 5998.690918
	Iteration 149Q: 3 clusters Score -2.746174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -27461744.000000 Penalty: 5998.690918
	Iteration 150Q: 3 clusters Score -2.746174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27461736.000000 Penalty: 5998.690918
	Iteration 151Q: 3 clusters Score -2.746174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -27461724.000000 Penalty: 5998.690918
	Iteration 152Q: 3 clusters Score -2.746172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177591 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -27461714.000000 Penalty: 5998.690918
	Iteration 153Q: 3 clusters Score -2.746171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -27461714.000000 Penalty: 5998.690918
	Iteration 154Q: 3 clusters Score -2.746171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -27461722.000000 Penalty: 5998.690918
	Iteration 155Q: 3 clusters Score -2.746172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -27461732.000000 Penalty: 5998.690918
	Iteration 156Q: 3 clusters Score -2.746173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -27461732.000000 Penalty: 5998.690918
	Iteration 157F: 3 clusters Score -2.746173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Entering Unmasked Estep 
Score: -5625628.500000 Penalty: 2609.641113
	Iteration 0F: 2 clusters Score -5625628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5600416.500000 Penalty: 5219.282227
	Iteration 0F: 3 clusters Score -5600416 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5610096.000000 Penalty: 5219.282227
	Iteration 1F: 3 clusters Score -5610096 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5610851.000000 Penalty: 5219.282227
	Iteration 2F: 3 clusters Score -5610851 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5611463.000000 Penalty: 5219.282227
	Iteration 3Q: 3 clusters Score -5611463 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5612026.500000 Penalty: 5219.282227
	Iteration 4Q: 3 clusters Score -5612026 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5612651.000000 Penalty: 5219.282227
	Iteration 5Q: 3 clusters Score -5612651 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5613405.500000 Penalty: 5219.282227
	Iteration 6Q: 3 clusters Score -5613406 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5614310.000000 Penalty: 5219.282227
	Iteration 7F: 3 clusters Score -5614310 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5615415.000000 Penalty: 5219.282227
	Iteration 8F: 3 clusters Score -5615415 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5616679.500000 Penalty: 5219.282227
	Iteration 9F: 3 clusters Score -5616680 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5618008.000000 Penalty: 5219.282227
	Iteration 10F: 3 clusters Score -5618008 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5619119.000000 Penalty: 5219.282227
	Iteration 11Q: 3 clusters Score -5619119 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5620136.000000 Penalty: 5219.282227
	Iteration 12Q: 3 clusters Score -5620136 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5621056.500000 Penalty: 5219.282227
	Iteration 13Q: 3 clusters Score -5621056 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -5621749.500000 Penalty: 5219.282227
	Iteration 14Q: 3 clusters Score -5621750 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -5622250.500000 Penalty: 5219.282227
	Iteration 15Q: 3 clusters Score -5622250 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5622576.000000 Penalty: 5219.282227
	Iteration 16Q: 3 clusters Score -5622576 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5622758.500000 Penalty: 5219.282227
	Iteration 17Q: 3 clusters Score -5622758 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -5622892.500000 Penalty: 5219.282227
	Iteration 18Q: 3 clusters Score -5622892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -5622977.500000 Penalty: 5219.282227
	Iteration 19Q: 3 clusters Score -5622978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -5623080.000000 Penalty: 5219.282227
	Iteration 20F: 3 clusters Score -5623080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -5623133.500000 Penalty: 5219.282227
	Iteration 21Q: 3 clusters Score -5623134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -5623200.500000 Penalty: 5219.282227
	Iteration 22Q: 3 clusters Score -5623200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -5623246.000000 Penalty: 5219.282227
	Iteration 23Q: 3 clusters Score -5623246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5623262.000000 Penalty: 5219.282227
	Iteration 24Q: 3 clusters Score -5623262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5623285.500000 Penalty: 5219.282227
	Iteration 25Q: 3 clusters Score -5623286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5623299.000000 Penalty: 5219.282227
	Iteration 26Q: 3 clusters Score -5623299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -5623318.000000 Penalty: 5219.282227
	Iteration 27Q: 3 clusters Score -5623318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -5623337.000000 Penalty: 5219.282227
	Iteration 28Q: 3 clusters Score -5623337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5623363.500000 Penalty: 5219.282227
	Iteration 29Q: 3 clusters Score -5623364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5623381.000000 Penalty: 5219.282227
	Iteration 30Q: 3 clusters Score -5623381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5623395.000000 Penalty: 5219.282227
	Iteration 31Q: 3 clusters Score -5623395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5623400.500000 Penalty: 5219.282227
	Iteration 32Q: 3 clusters Score -5623400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -5623405.500000 Penalty: 5219.282227
	Iteration 33Q: 3 clusters Score -5623406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5623412.500000 Penalty: 5219.282227
	Iteration 34Q: 3 clusters Score -5623412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -5623423.500000 Penalty: 5219.282227
	Iteration 35Q: 3 clusters Score -5623424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5623432.000000 Penalty: 5219.282227
	Iteration 36Q: 3 clusters Score -5623432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -5623439.500000 Penalty: 5219.282227
	Iteration 37Q: 3 clusters Score -5623440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -5623451.500000 Penalty: 5219.282227
	Iteration 38Q: 3 clusters Score -5623452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5623454.000000 Penalty: 5219.282227
	Iteration 39Q: 3 clusters Score -5623454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -5623449.000000 Penalty: 5219.282227
	Iteration 40F: 3 clusters Score -5623449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5623452.500000 Penalty: 5219.282227
	Iteration 41Q: 3 clusters Score -5623452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5623461.000000 Penalty: 5219.282227
	Iteration 42Q: 3 clusters Score -5623461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5623459.500000 Penalty: 5219.282227
	Iteration 43Q: 3 clusters Score -5623460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -5623467.500000 Penalty: 5219.282227
	Iteration 44Q: 3 clusters Score -5623468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5623467.000000 Penalty: 5219.282227
	Iteration 45Q: 3 clusters Score -5623467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -5623475.000000 Penalty: 5219.282227
	Iteration 46Q: 3 clusters Score -5623475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5623479.500000 Penalty: 5219.282227
	Iteration 47Q: 3 clusters Score -5623480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5623485.000000 Penalty: 5219.282227
	Iteration 48Q: 3 clusters Score -5623485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5623486.500000 Penalty: 5219.282227
	Iteration 49Q: 3 clusters Score -5623486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -5623488.000000 Penalty: 5219.282227
	Iteration 50Q: 3 clusters Score -5623488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5623487.500000 Penalty: 5219.282227
	Iteration 51Q: 3 clusters Score -5623488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -5623485.500000 Penalty: 5219.282227
	Iteration 52Q: 3 clusters Score -5623486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5623483.000000 Penalty: 5219.282227
	Iteration 53Q: 3 clusters Score -5623483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5623479.500000 Penalty: 5219.282227
	Iteration 54Q: 3 clusters Score -5623480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5623479.500000 Penalty: 5219.282227
	Iteration 55F: 3 clusters Score -5623480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -134870.703125 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -134870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -133092.218750 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -133092.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133549.765625 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -133549.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133699.234375 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -133699.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133798.546875 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -133798.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -133904.546875 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -133904.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134032.703125 Penalty: 3426.742432
	Iteration 5F: 3 clusters Score -134032.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -134142.750000 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -134142.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -134446.156250 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -134446.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -134733.484375 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -134733.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -134811.609375 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -134811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134834.531250 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -134834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -134847.015625 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -134847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -134851.062500 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -134851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -134853.781250 Penalty: 3426.742432
	Iteration 13Q: 3 clusters Score -134853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -134853.781250 Penalty: 3426.742432
	Iteration 14F: 3 clusters Score -134853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -87617.343750 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -87617.34 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 372 members 
Entering Unmasked Estep 
Score: -86106.406250 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -86106.41 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86472.234375 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -86472.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86618.953125 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -86618.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86752.375000 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -86752.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86809.046875 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -86809.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86887.695312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -86887.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86974.554688 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -86974.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87038.375000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -87038.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -87118.734375 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -87118.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -87307.906250 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -87307.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87642.117188 Penalty: 3272.184082
	Iteration 10F: 3 clusters Score -87642.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -88001.734375 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -88001.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -88141.320312 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -88141.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88194.570312 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -88194.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88250.507812 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -88250.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -88259.359375 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -88259.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88265.960938 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -88265.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88265.960938 Penalty: 3272.184082
	Iteration 17F: 3 clusters Score -88265.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 42088 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113240 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108151 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 146 members 
Entering Unmasked Estep 
Score: -104163064.000000 Penalty: 113455.515625
Splitting cluster 8 changes total score from -104164144.000000 to -104163064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Entering Unmasked Estep 
Score: -1939572.000000 Penalty: 2365.778320
	Iteration 0F: 2 clusters Score -1939572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1929534.625000 Penalty: 4731.556641
	Iteration 0F: 3 clusters Score -1929535 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1932909.500000 Penalty: 4731.556641
	Iteration 1F: 3 clusters Score -1932910 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1933512.625000 Penalty: 4731.556641
	Iteration 2F: 3 clusters Score -1933513 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1934053.625000 Penalty: 4731.556641
	Iteration 3F: 3 clusters Score -1934054 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1934495.625000 Penalty: 4731.556641
	Iteration 4F: 3 clusters Score -1934496 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1934851.875000 Penalty: 4731.556641
	Iteration 5Q: 3 clusters Score -1934852 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1935126.875000 Penalty: 4731.556641
	Iteration 6Q: 3 clusters Score -1935127 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1935355.375000 Penalty: 4731.556641
	Iteration 7Q: 3 clusters Score -1935355 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1935529.750000 Penalty: 4731.556641
	Iteration 8Q: 3 clusters Score -1935530 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1935681.125000 Penalty: 4731.556641
	Iteration 9Q: 3 clusters Score -1935681 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1935827.875000 Penalty: 4731.556641
	Iteration 10Q: 3 clusters Score -1935828 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1936005.125000 Penalty: 4731.556641
	Iteration 11Q: 3 clusters Score -1936005 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1936197.125000 Penalty: 4731.556641
	Iteration 12Q: 3 clusters Score -1936197 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1936400.875000 Penalty: 4731.556641
	Iteration 13Q: 3 clusters Score -1936401 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1936652.875000 Penalty: 4731.556641
	Iteration 14Q: 3 clusters Score -1936653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1936894.750000 Penalty: 4731.556641
	Iteration 15Q: 3 clusters Score -1936895 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1937080.000000 Penalty: 4731.556641
	Iteration 16Q: 3 clusters Score -1937080 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1937221.625000 Penalty: 4731.556641
	Iteration 17Q: 3 clusters Score -1937222 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1937365.500000 Penalty: 4731.556641
	Iteration 18Q: 3 clusters Score -1937366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1937519.625000 Penalty: 4731.556641
	Iteration 19Q: 3 clusters Score -1937520 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1937655.750000 Penalty: 4731.556641
	Iteration 20F: 3 clusters Score -1937656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1937793.375000 Penalty: 4731.556641
	Iteration 21Q: 3 clusters Score -1937793 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1937911.000000 Penalty: 4731.556641
	Iteration 22Q: 3 clusters Score -1937911 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1938029.500000 Penalty: 4731.556641
	Iteration 23Q: 3 clusters Score -1938030 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1938156.250000 Penalty: 4731.556641
	Iteration 24Q: 3 clusters Score -1938156 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1938255.625000 Penalty: 4731.556641
	Iteration 25Q: 3 clusters Score -1938256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1938362.625000 Penalty: 4731.556641
	Iteration 26Q: 3 clusters Score -1938363 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1938443.750000 Penalty: 4731.556641
	Iteration 27Q: 3 clusters Score -1938444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1938506.000000 Penalty: 4731.556641
	Iteration 28Q: 3 clusters Score -1938506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1938541.875000 Penalty: 4731.556641
	Iteration 29Q: 3 clusters Score -1938542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1938568.625000 Penalty: 4731.556641
	Iteration 30Q: 3 clusters Score -1938569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1938584.500000 Penalty: 4731.556641
	Iteration 31Q: 3 clusters Score -1938584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1938595.875000 Penalty: 4731.556641
	Iteration 32Q: 3 clusters Score -1938596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1938605.750000 Penalty: 4731.556641
	Iteration 33Q: 3 clusters Score -1938606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1938611.125000 Penalty: 4731.556641
	Iteration 34Q: 3 clusters Score -1938611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1938613.875000 Penalty: 4731.556641
	Iteration 35Q: 3 clusters Score -1938614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1938621.125000 Penalty: 4731.556641
	Iteration 36Q: 3 clusters Score -1938621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1938624.125000 Penalty: 4731.556641
	Iteration 37Q: 3 clusters Score -1938624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1938627.875000 Penalty: 4731.556641
	Iteration 38Q: 3 clusters Score -1938628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1938625.000000 Penalty: 4731.556641
	Iteration 39Q: 3 clusters Score -1938625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1938628.375000 Penalty: 4731.556641
	Iteration 40F: 3 clusters Score -1938628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1938633.000000 Penalty: 4731.556641
	Iteration 41Q: 3 clusters Score -1938633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1938630.750000 Penalty: 4731.556641
	Iteration 42Q: 3 clusters Score -1938631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1938633.125000 Penalty: 4731.556641
	Iteration 43Q: 3 clusters Score -1938633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1938631.000000 Penalty: 4731.556641
	Iteration 44Q: 3 clusters Score -1938631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1938634.750000 Penalty: 4731.556641
	Iteration 45Q: 3 clusters Score -1938635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1938635.875000 Penalty: 4731.556641
	Iteration 46Q: 3 clusters Score -1938636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1938636.875000 Penalty: 4731.556641
	Iteration 47Q: 3 clusters Score -1938637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1938637.750000 Penalty: 4731.556641
	Iteration 48Q: 3 clusters Score -1938638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1938639.500000 Penalty: 4731.556641
	Iteration 49Q: 3 clusters Score -1938640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1938639.500000 Penalty: 4731.556641
	Iteration 50F: 3 clusters Score -1938640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Entering Unmasked Estep 
Score: -2263994.750000 Penalty: 2383.160645
	Iteration 0F: 2 clusters Score -2263995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2253150.750000 Penalty: 4766.321289
	Iteration 0F: 3 clusters Score -2253151 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2256715.500000 Penalty: 4766.321289
	Iteration 1F: 3 clusters Score -2256716 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2257205.000000 Penalty: 4766.321289
	Iteration 2F: 3 clusters Score -2257205 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2257676.500000 Penalty: 4766.321289
	Iteration 3F: 3 clusters Score -2257676 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2258184.500000 Penalty: 4766.321289
	Iteration 4F: 3 clusters Score -2258184 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2258733.250000 Penalty: 4766.321289
	Iteration 5F: 3 clusters Score -2258733 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2259311.250000 Penalty: 4766.321289
	Iteration 6F: 3 clusters Score -2259311 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2259821.750000 Penalty: 4766.321289
	Iteration 7F: 3 clusters Score -2259822 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2260255.500000 Penalty: 4766.321289
	Iteration 8Q: 3 clusters Score -2260256 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2260685.750000 Penalty: 4766.321289
	Iteration 9Q: 3 clusters Score -2260686 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2261097.750000 Penalty: 4766.321289
	Iteration 10Q: 3 clusters Score -2261098 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2261501.250000 Penalty: 4766.321289
	Iteration 11Q: 3 clusters Score -2261501 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2261819.000000 Penalty: 4766.321289
	Iteration 12Q: 3 clusters Score -2261819 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2262018.000000 Penalty: 4766.321289
	Iteration 13Q: 3 clusters Score -2262018 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2262229.500000 Penalty: 4766.321289
	Iteration 14Q: 3 clusters Score -2262230 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2262417.750000 Penalty: 4766.321289
	Iteration 15Q: 3 clusters Score -2262418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2262623.250000 Penalty: 4766.321289
	Iteration 16Q: 3 clusters Score -2262623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2262814.500000 Penalty: 4766.321289
	Iteration 17Q: 3 clusters Score -2262814 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2262938.500000 Penalty: 4766.321289
	Iteration 18Q: 3 clusters Score -2262938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2263010.250000 Penalty: 4766.321289
	Iteration 19Q: 3 clusters Score -2263010 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2263066.250000 Penalty: 4766.321289
	Iteration 20F: 3 clusters Score -2263066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2263108.000000 Penalty: 4766.321289
	Iteration 21Q: 3 clusters Score -2263108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2263161.250000 Penalty: 4766.321289
	Iteration 22Q: 3 clusters Score -2263161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2263210.750000 Penalty: 4766.321289
	Iteration 23Q: 3 clusters Score -2263211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2263251.000000 Penalty: 4766.321289
	Iteration 24Q: 3 clusters Score -2263251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2263284.750000 Penalty: 4766.321289
	Iteration 25Q: 3 clusters Score -2263285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2263305.500000 Penalty: 4766.321289
	Iteration 26Q: 3 clusters Score -2263306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2263339.750000 Penalty: 4766.321289
	Iteration 27Q: 3 clusters Score -2263340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2263368.250000 Penalty: 4766.321289
	Iteration 28Q: 3 clusters Score -2263368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2263394.000000 Penalty: 4766.321289
	Iteration 29Q: 3 clusters Score -2263394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2263415.000000 Penalty: 4766.321289
	Iteration 30Q: 3 clusters Score -2263415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2263428.250000 Penalty: 4766.321289
	Iteration 31Q: 3 clusters Score -2263428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2263445.500000 Penalty: 4766.321289
	Iteration 32Q: 3 clusters Score -2263446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2263466.750000 Penalty: 4766.321289
	Iteration 33Q: 3 clusters Score -2263467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2263482.250000 Penalty: 4766.321289
	Iteration 34Q: 3 clusters Score -2263482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2263496.250000 Penalty: 4766.321289
	Iteration 35Q: 3 clusters Score -2263496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2263500.250000 Penalty: 4766.321289
	Iteration 36Q: 3 clusters Score -2263500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2263515.500000 Penalty: 4766.321289
	Iteration 37Q: 3 clusters Score -2263516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2263529.750000 Penalty: 4766.321289
	Iteration 38Q: 3 clusters Score -2263530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2263550.750000 Penalty: 4766.321289
	Iteration 39Q: 3 clusters Score -2263551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2263560.750000 Penalty: 4766.321289
	Iteration 40F: 3 clusters Score -2263561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2263579.500000 Penalty: 4766.321289
	Iteration 41Q: 3 clusters Score -2263580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2263586.000000 Penalty: 4766.321289
	Iteration 42Q: 3 clusters Score -2263586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2263603.250000 Penalty: 4766.321289
	Iteration 43Q: 3 clusters Score -2263603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2263608.500000 Penalty: 4766.321289
	Iteration 44Q: 3 clusters Score -2263608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2263616.000000 Penalty: 4766.321289
	Iteration 45Q: 3 clusters Score -2263616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2263634.750000 Penalty: 4766.321289
	Iteration 46Q: 3 clusters Score -2263635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2263641.500000 Penalty: 4766.321289
	Iteration 47Q: 3 clusters Score -2263642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2263644.000000 Penalty: 4766.321289
	Iteration 48Q: 3 clusters Score -2263644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2263641.750000 Penalty: 4766.321289
	Iteration 49Q: 3 clusters Score -2263642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2263643.500000 Penalty: 4766.321289
	Iteration 50Q: 3 clusters Score -2263644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2263644.750000 Penalty: 4766.321289
	Iteration 51Q: 3 clusters Score -2263645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2263645.000000 Penalty: 4766.321289
	Iteration 52Q: 3 clusters Score -2263645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2263646.500000 Penalty: 4766.321289
	Iteration 53Q: 3 clusters Score -2263646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2263647.500000 Penalty: 4766.321289
	Iteration 54Q: 3 clusters Score -2263648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2263648.250000 Penalty: 4766.321289
	Iteration 55Q: 3 clusters Score -2263648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2263648.250000 Penalty: 4766.321289
	Iteration 56F: 3 clusters Score -2263648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85681.156250 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85681.16 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85908.148438 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85908.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86028.820312 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86028.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86113.453125 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -86113.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86165.414062 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86165.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86203.164062 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86203.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86217.804688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86220.437500 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86220.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86223.984375 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86223.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86228.023438 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86228.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -86229.234375 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86229.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -86229.234375 Penalty: 3194.709473
	Iteration 11F: 3 clusters Score -86229.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -346057.437500 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -346057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -343181.218750 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -343181.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -343856.687500 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -343856.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -344134.781250 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -344134.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -344333.125000 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -344333.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -344515.875000 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -344515.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -344653.000000 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -344653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -344755.125000 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -344755.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -344858.156250 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -344858.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -344938.625000 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -344938.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -344999.406250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -344999.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -345035.500000 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -345035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -345061.687500 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -345061.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -345083.906250 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -345083.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -345101.093750 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -345101.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -345126.000000 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -345126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -345145.687500 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -345145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345159.437500 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -345159.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -345170.843750 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -345170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -345180.031250 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -345180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345189.687500 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -345189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -345196.562500 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -345196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -345203.343750 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -345203.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -345210.312500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -345210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -345215.718750 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -345215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345218.468750 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -345218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345219.500000 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -345219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345219.500000 Penalty: 3872.726562
	Iteration 26F: 3 clusters Score -345219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -905646.937500 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -905646.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -900441.937500 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -900441.9 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -901937.687500 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -901937.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -902326.937500 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -902326.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -902590.437500 Penalty: 4327.690430
	Iteration 3F: 3 clusters Score -902590.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -902870.062500 Penalty: 4327.690430
	Iteration 4F: 3 clusters Score -902870.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -903119.500000 Penalty: 4327.690430
	Iteration 5F: 3 clusters Score -903119.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -903352.750000 Penalty: 4327.690430
	Iteration 6F: 3 clusters Score -903352.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -903561.812500 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -903561.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -903744.625000 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -903744.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -903888.062500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -903888.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -903990.062500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -903990.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -904070.562500 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -904070.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -904132.062500 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -904132.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -904178.750000 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -904178.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -904216.125000 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -904216.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -904245.750000 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -904245.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -904272.875000 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -904272.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -904288.375000 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -904288.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -904305.500000 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -904305.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -904323.187500 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -904323.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -904347.812500 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -904347.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -904374.937500 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -904374.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -904393.625000 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -904393.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -904406.500000 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -904406.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -904417.562500 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -904417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -904425.750000 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -904425.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -904431.562500 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -904431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -904440.250000 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -904440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -904444.562500 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -904444.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -904449.312500 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -904449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -904455.687500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -904455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -904461.312500 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -904461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -904461.375000 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -904461.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -904465.812500 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -904465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -904472.375000 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -904472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -904476.437500 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -904476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -904477.625000 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -904477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -904485.375000 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -904485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -904485.375000 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -904485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -904489.062500 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -904489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -904494.187500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -904494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -904495.750000 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -904495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -904496.562500 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -904496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -904497.687500 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -904497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -904498.625000 Penalty: 4327.690430
	Iteration 44Q: 3 clusters Score -904498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -904498.625000 Penalty: 4327.690430
	Iteration 45F: 3 clusters Score -904498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -599699.062500 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -599699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -595809.562500 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -595809.6 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -596664.062500 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -596664.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -596881.000000 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -596881 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -597011.125000 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -597011.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -597122.625000 Penalty: 4122.087891
	Iteration 4Q: 3 clusters Score -597122.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -597211.812500 Penalty: 4122.087891
	Iteration 5Q: 3 clusters Score -597211.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -597289.937500 Penalty: 4122.087891
	Iteration 6Q: 3 clusters Score -597289.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -597375.312500 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -597375.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -597481.375000 Penalty: 4122.087891
	Iteration 8Q: 3 clusters Score -597481.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -597587.937500 Penalty: 4122.087891
	Iteration 9Q: 3 clusters Score -597587.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -597685.937500 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -597685.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -597758.375000 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -597758.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -597808.687500 Penalty: 4122.087891
	Iteration 12Q: 3 clusters Score -597808.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -597854.062500 Penalty: 4122.087891
	Iteration 13Q: 3 clusters Score -597854.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -597897.375000 Penalty: 4122.087891
	Iteration 14Q: 3 clusters Score -597897.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -597937.375000 Penalty: 4122.087891
	Iteration 15Q: 3 clusters Score -597937.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -597971.437500 Penalty: 4122.087891
	Iteration 16Q: 3 clusters Score -597971.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -597993.812500 Penalty: 4122.087891
	Iteration 17Q: 3 clusters Score -597993.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -598016.375000 Penalty: 4122.087891
	Iteration 18Q: 3 clusters Score -598016.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -598036.312500 Penalty: 4122.087891
	Iteration 19Q: 3 clusters Score -598036.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -598056.062500 Penalty: 4122.087891
	Iteration 20F: 3 clusters Score -598056.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -598078.750000 Penalty: 4122.087891
	Iteration 21Q: 3 clusters Score -598078.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -598093.875000 Penalty: 4122.087891
	Iteration 22Q: 3 clusters Score -598093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -598110.000000 Penalty: 4122.087891
	Iteration 23Q: 3 clusters Score -598110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -598126.187500 Penalty: 4122.087891
	Iteration 24Q: 3 clusters Score -598126.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -598136.125000 Penalty: 4122.087891
	Iteration 25Q: 3 clusters Score -598136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -598143.000000 Penalty: 4122.087891
	Iteration 26Q: 3 clusters Score -598143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -598152.062500 Penalty: 4122.087891
	Iteration 27Q: 3 clusters Score -598152.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -598162.687500 Penalty: 4122.087891
	Iteration 28Q: 3 clusters Score -598162.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -598169.875000 Penalty: 4122.087891
	Iteration 29Q: 3 clusters Score -598169.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -598177.000000 Penalty: 4122.087891
	Iteration 30Q: 3 clusters Score -598177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -598184.437500 Penalty: 4122.087891
	Iteration 31Q: 3 clusters Score -598184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -598191.937500 Penalty: 4122.087891
	Iteration 32Q: 3 clusters Score -598191.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -598196.250000 Penalty: 4122.087891
	Iteration 33Q: 3 clusters Score -598196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -598201.375000 Penalty: 4122.087891
	Iteration 34Q: 3 clusters Score -598201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -598205.625000 Penalty: 4122.087891
	Iteration 35Q: 3 clusters Score -598205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -598207.375000 Penalty: 4122.087891
	Iteration 36Q: 3 clusters Score -598207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -598208.937500 Penalty: 4122.087891
	Iteration 37Q: 3 clusters Score -598208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -598210.062500 Penalty: 4122.087891
	Iteration 38Q: 3 clusters Score -598210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -598214.187500 Penalty: 4122.087891
	Iteration 39Q: 3 clusters Score -598214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -598214.437500 Penalty: 4122.087891
	Iteration 40F: 3 clusters Score -598214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -598213.687500 Penalty: 4122.087891
	Iteration 41Q: 3 clusters Score -598213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -598213.312500 Penalty: 4122.087891
	Iteration 42Q: 3 clusters Score -598213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -598213.312500 Penalty: 4122.087891
	Iteration 43F: 3 clusters Score -598213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -356015.187500 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -356015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353183.718750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -353183.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -353773.218750 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -353773.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -354028.500000 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -354028.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -354318.375000 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -354318.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -354582.000000 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -354582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -354751.843750 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -354751.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -354878.750000 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -354878.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -354980.093750 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -354980.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -355068.218750 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -355068.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -355124.812500 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -355124.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -355161.375000 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -355161.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -355191.718750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -355191.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -355214.250000 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -355214.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -355225.531250 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -355225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -355237.750000 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -355237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -355250.531250 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -355250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -355257.593750 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -355257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -355266.375000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -355266.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -355277.593750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -355277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -355293.000000 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -355293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -355302.937500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -355302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -355310.250000 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -355310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -355316.156250 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -355316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -355317.562500 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -355317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -355321.093750 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -355321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -355324.500000 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -355324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -355328.125000 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -355328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -355331.343750 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -355331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -355332.687500 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -355332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -355334.531250 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -355334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -355335.593750 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -355335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -355337.656250 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -355337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -355339.750000 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -355339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -355342.843750 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -355342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -355346.718750 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -355346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -355351.218750 Penalty: 3846.647949
	Iteration 35Q: 3 clusters Score -355351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -355353.781250 Penalty: 3846.647949
	Iteration 36Q: 3 clusters Score -355353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -355355.156250 Penalty: 3846.647949
	Iteration 37Q: 3 clusters Score -355355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -355355.156250 Penalty: 3846.647949
	Iteration 38F: 3 clusters Score -355355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -829579.437500 Penalty: 2144.584717
	Iteration 0F: 2 clusters Score -829579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -824692.625000 Penalty: 4289.169434
	Iteration 0F: 3 clusters Score -824692.6 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -826310.625000 Penalty: 4289.169434
	Iteration 1F: 3 clusters Score -826310.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -826896.312500 Penalty: 4289.169434
	Iteration 2F: 3 clusters Score -826896.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -827324.750000 Penalty: 4289.169434
	Iteration 3F: 3 clusters Score -827324.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -827669.937500 Penalty: 4289.169434
	Iteration 4F: 3 clusters Score -827669.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -827917.437500 Penalty: 4289.169434
	Iteration 5F: 3 clusters Score -827917.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -828093.375000 Penalty: 4289.169434
	Iteration 6Q: 3 clusters Score -828093.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -828202.000000 Penalty: 4289.169434
	Iteration 7Q: 3 clusters Score -828202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -828258.125000 Penalty: 4289.169434
	Iteration 8Q: 3 clusters Score -828258.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -828298.437500 Penalty: 4289.169434
	Iteration 9Q: 3 clusters Score -828298.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -828329.375000 Penalty: 4289.169434
	Iteration 10Q: 3 clusters Score -828329.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -828352.125000 Penalty: 4289.169434
	Iteration 11Q: 3 clusters Score -828352.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -828375.062500 Penalty: 4289.169434
	Iteration 12Q: 3 clusters Score -828375.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -828407.500000 Penalty: 4289.169434
	Iteration 13Q: 3 clusters Score -828407.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -828431.125000 Penalty: 4289.169434
	Iteration 14Q: 3 clusters Score -828431.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -828443.437500 Penalty: 4289.169434
	Iteration 15Q: 3 clusters Score -828443.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -828455.062500 Penalty: 4289.169434
	Iteration 16Q: 3 clusters Score -828455.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -828472.250000 Penalty: 4289.169434
	Iteration 17Q: 3 clusters Score -828472.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -828484.062500 Penalty: 4289.169434
	Iteration 18Q: 3 clusters Score -828484.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -828492.187500 Penalty: 4289.169434
	Iteration 19Q: 3 clusters Score -828492.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -828497.875000 Penalty: 4289.169434
	Iteration 20F: 3 clusters Score -828497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -828507.125000 Penalty: 4289.169434
	Iteration 21Q: 3 clusters Score -828507.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -828511.125000 Penalty: 4289.169434
	Iteration 22Q: 3 clusters Score -828511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -828513.937500 Penalty: 4289.169434
	Iteration 23Q: 3 clusters Score -828513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -828519.687500 Penalty: 4289.169434
	Iteration 24Q: 3 clusters Score -828519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -828520.625000 Penalty: 4289.169434
	Iteration 25Q: 3 clusters Score -828520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -828522.375000 Penalty: 4289.169434
	Iteration 26Q: 3 clusters Score -828522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -828525.125000 Penalty: 4289.169434
	Iteration 27Q: 3 clusters Score -828525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -828527.000000 Penalty: 4289.169434
	Iteration 28Q: 3 clusters Score -828527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -828527.375000 Penalty: 4289.169434
	Iteration 29Q: 3 clusters Score -828527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -828528.125000 Penalty: 4289.169434
	Iteration 30Q: 3 clusters Score -828528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -828529.000000 Penalty: 4289.169434
	Iteration 31Q: 3 clusters Score -828529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -828529.000000 Penalty: 4289.169434
	Iteration 32F: 3 clusters Score -828529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Entering Unmasked Estep 
Score: -2859214.250000 Penalty: 2454.135254
	Iteration 0F: 2 clusters Score -2859214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2845178.500000 Penalty: 4908.270508
	Iteration 0F: 3 clusters Score -2845178 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2850092.500000 Penalty: 4908.270508
	Iteration 1F: 3 clusters Score -2850092 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2850742.250000 Penalty: 4908.270508
	Iteration 2F: 3 clusters Score -2850742 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2851478.000000 Penalty: 4908.270508
	Iteration 3F: 3 clusters Score -2851478 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2852198.750000 Penalty: 4908.270508
	Iteration 4F: 3 clusters Score -2852199 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2852925.750000 Penalty: 4908.270508
	Iteration 5F: 3 clusters Score -2852926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2853564.250000 Penalty: 4908.270508
	Iteration 6F: 3 clusters Score -2853564 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2854136.000000 Penalty: 4908.270508
	Iteration 7Q: 3 clusters Score -2854136 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2854557.000000 Penalty: 4908.270508
	Iteration 8Q: 3 clusters Score -2854557 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2854917.250000 Penalty: 4908.270508
	Iteration 9Q: 3 clusters Score -2854917 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2855239.000000 Penalty: 4908.270508
	Iteration 10Q: 3 clusters Score -2855239 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2855524.750000 Penalty: 4908.270508
	Iteration 11Q: 3 clusters Score -2855525 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2855816.250000 Penalty: 4908.270508
	Iteration 12Q: 3 clusters Score -2855816 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2856098.000000 Penalty: 4908.270508
	Iteration 13Q: 3 clusters Score -2856098 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2856430.750000 Penalty: 4908.270508
	Iteration 14Q: 3 clusters Score -2856431 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2856864.250000 Penalty: 4908.270508
	Iteration 15Q: 3 clusters Score -2856864 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2857209.000000 Penalty: 4908.270508
	Iteration 16Q: 3 clusters Score -2857209 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2857445.500000 Penalty: 4908.270508
	Iteration 17Q: 3 clusters Score -2857446 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2857623.500000 Penalty: 4908.270508
	Iteration 18Q: 3 clusters Score -2857624 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2857745.250000 Penalty: 4908.270508
	Iteration 19Q: 3 clusters Score -2857745 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2857846.750000 Penalty: 4908.270508
	Iteration 20F: 3 clusters Score -2857847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2857928.000000 Penalty: 4908.270508
	Iteration 21Q: 3 clusters Score -2857928 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2857990.000000 Penalty: 4908.270508
	Iteration 22Q: 3 clusters Score -2857990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2858040.000000 Penalty: 4908.270508
	Iteration 23Q: 3 clusters Score -2858040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2858063.250000 Penalty: 4908.270508
	Iteration 24Q: 3 clusters Score -2858063 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2858096.500000 Penalty: 4908.270508
	Iteration 25Q: 3 clusters Score -2858096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2858126.000000 Penalty: 4908.270508
	Iteration 26Q: 3 clusters Score -2858126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2858152.750000 Penalty: 4908.270508
	Iteration 27Q: 3 clusters Score -2858153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2858172.750000 Penalty: 4908.270508
	Iteration 28Q: 3 clusters Score -2858173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2858185.500000 Penalty: 4908.270508
	Iteration 29Q: 3 clusters Score -2858186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2858218.000000 Penalty: 4908.270508
	Iteration 30Q: 3 clusters Score -2858218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2858223.750000 Penalty: 4908.270508
	Iteration 31Q: 3 clusters Score -2858224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2858231.750000 Penalty: 4908.270508
	Iteration 32Q: 3 clusters Score -2858232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2858239.000000 Penalty: 4908.270508
	Iteration 33Q: 3 clusters Score -2858239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2858245.250000 Penalty: 4908.270508
	Iteration 34Q: 3 clusters Score -2858245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2858253.250000 Penalty: 4908.270508
	Iteration 35Q: 3 clusters Score -2858253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2858257.750000 Penalty: 4908.270508
	Iteration 36Q: 3 clusters Score -2858258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2858262.250000 Penalty: 4908.270508
	Iteration 37Q: 3 clusters Score -2858262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2858270.500000 Penalty: 4908.270508
	Iteration 38Q: 3 clusters Score -2858270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2858273.000000 Penalty: 4908.270508
	Iteration 39Q: 3 clusters Score -2858273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2858277.750000 Penalty: 4908.270508
	Iteration 40F: 3 clusters Score -2858278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2858273.500000 Penalty: 4908.270508
	Iteration 41Q: 3 clusters Score -2858274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2858280.750000 Penalty: 4908.270508
	Iteration 42Q: 3 clusters Score -2858281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2858280.750000 Penalty: 4908.270508
	Iteration 43Q: 3 clusters Score -2858281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2858280.750000 Penalty: 4908.270508
	Iteration 44F: 3 clusters Score -2858281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Entering Unmasked Estep 
Score: -2308807.750000 Penalty: 2389.776611
	Iteration 0F: 2 clusters Score -2308808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2297656.750000 Penalty: 4779.553223
	Iteration 0F: 3 clusters Score -2297657 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2301268.500000 Penalty: 4779.553223
	Iteration 1F: 3 clusters Score -2301268 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2301767.750000 Penalty: 4779.553223
	Iteration 2F: 3 clusters Score -2301768 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2302440.000000 Penalty: 4779.553223
	Iteration 3F: 3 clusters Score -2302440 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2303340.250000 Penalty: 4779.553223
	Iteration 4F: 3 clusters Score -2303340 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2304231.750000 Penalty: 4779.553223
	Iteration 5F: 3 clusters Score -2304232 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2305098.750000 Penalty: 4779.553223
	Iteration 6F: 3 clusters Score -2305099 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2305881.500000 Penalty: 4779.553223
	Iteration 7F: 3 clusters Score -2305882 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2306562.750000 Penalty: 4779.553223
	Iteration 8F: 3 clusters Score -2306563 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2307117.000000 Penalty: 4779.553223
	Iteration 9Q: 3 clusters Score -2307117 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2307526.750000 Penalty: 4779.553223
	Iteration 10Q: 3 clusters Score -2307527 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2307836.750000 Penalty: 4779.553223
	Iteration 11Q: 3 clusters Score -2307837 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2308108.500000 Penalty: 4779.553223
	Iteration 12Q: 3 clusters Score -2308108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2308321.000000 Penalty: 4779.553223
	Iteration 13Q: 3 clusters Score -2308321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2308424.500000 Penalty: 4779.553223
	Iteration 14Q: 3 clusters Score -2308424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2308476.500000 Penalty: 4779.553223
	Iteration 15Q: 3 clusters Score -2308476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2308497.750000 Penalty: 4779.553223
	Iteration 16Q: 3 clusters Score -2308498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2308516.000000 Penalty: 4779.553223
	Iteration 17Q: 3 clusters Score -2308516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2308523.750000 Penalty: 4779.553223
	Iteration 18Q: 3 clusters Score -2308524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2308527.250000 Penalty: 4779.553223
	Iteration 19Q: 3 clusters Score -2308527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2308529.750000 Penalty: 4779.553223
	Iteration 20F: 3 clusters Score -2308530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2308537.250000 Penalty: 4779.553223
	Iteration 21Q: 3 clusters Score -2308537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2308539.500000 Penalty: 4779.553223
	Iteration 22Q: 3 clusters Score -2308540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2308544.500000 Penalty: 4779.553223
	Iteration 23Q: 3 clusters Score -2308544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2308543.750000 Penalty: 4779.553223
	Iteration 24Q: 3 clusters Score -2308544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2308542.500000 Penalty: 4779.553223
	Iteration 25Q: 3 clusters Score -2308542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2308544.500000 Penalty: 4779.553223
	Iteration 26Q: 3 clusters Score -2308544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2308542.000000 Penalty: 4779.553223
	Iteration 27Q: 3 clusters Score -2308542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2308542.000000 Penalty: 4779.553223
	Iteration 28F: 3 clusters Score -2308542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Entering Unmasked Estep 
Score: -5124529.000000 Penalty: 2588.090576
	Iteration 0F: 2 clusters Score -5124529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5101310.000000 Penalty: 5176.181152
	Iteration 0F: 3 clusters Score -5101310 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5110198.500000 Penalty: 5176.181152
	Iteration 1F: 3 clusters Score -5110198 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -5111653.500000 Penalty: 5176.181152
	Iteration 2F: 3 clusters Score -5111654 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5113807.500000 Penalty: 5176.181152
	Iteration 3F: 3 clusters Score -5113808 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -5116461.000000 Penalty: 5176.181152
	Iteration 4F: 3 clusters Score -5116461 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -5118923.500000 Penalty: 5176.181152
	Iteration 5F: 3 clusters Score -5118924 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5120775.500000 Penalty: 5176.181152
	Iteration 6F: 3 clusters Score -5120776 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5122139.500000 Penalty: 5176.181152
	Iteration 7Q: 3 clusters Score -5122140 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -5123250.000000 Penalty: 5176.181152
	Iteration 8Q: 3 clusters Score -5123250 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5123910.000000 Penalty: 5176.181152
	Iteration 9Q: 3 clusters Score -5123910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5124091.000000 Penalty: 5176.181152
	Iteration 10Q: 3 clusters Score -5124091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5124152.500000 Penalty: 5176.181152
	Iteration 11Q: 3 clusters Score -5124152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -5124196.500000 Penalty: 5176.181152
	Iteration 12Q: 3 clusters Score -5124196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -5124229.000000 Penalty: 5176.181152
	Iteration 13Q: 3 clusters Score -5124229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -5124230.500000 Penalty: 5176.181152
	Iteration 14Q: 3 clusters Score -5124230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -5124246.500000 Penalty: 5176.181152
	Iteration 15Q: 3 clusters Score -5124246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -5124251.500000 Penalty: 5176.181152
	Iteration 16Q: 3 clusters Score -5124252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5124248.500000 Penalty: 5176.181152
	Iteration 17Q: 3 clusters Score -5124248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5124250.500000 Penalty: 5176.181152
	Iteration 18Q: 3 clusters Score -5124250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -5124258.000000 Penalty: 5176.181152
	Iteration 19Q: 3 clusters Score -5124258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -5124255.000000 Penalty: 5176.181152
	Iteration 20F: 3 clusters Score -5124255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5124257.000000 Penalty: 5176.181152
	Iteration 21Q: 3 clusters Score -5124257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -5124257.000000 Penalty: 5176.181152
	Iteration 22Q: 3 clusters Score -5124257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5124258.000000 Penalty: 5176.181152
	Iteration 23Q: 3 clusters Score -5124258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -5124258.500000 Penalty: 5176.181152
	Iteration 24Q: 3 clusters Score -5124258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -5124255.000000 Penalty: 5176.181152
	Iteration 25Q: 3 clusters Score -5124255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -5124255.000000 Penalty: 5176.181152
	Iteration 26F: 3 clusters Score -5124255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Entering Unmasked Estep 
Score: -6466700.000000 Penalty: 2640.584473
	Iteration 0F: 2 clusters Score -6466700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -6438151.000000 Penalty: 5281.168945
	Iteration 0F: 3 clusters Score -6438151 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -6449089.000000 Penalty: 5281.168945
	Iteration 1F: 3 clusters Score -6449089 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -6449741.000000 Penalty: 5281.168945
	Iteration 2Q: 3 clusters Score -6449741 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -6450504.000000 Penalty: 5281.168945
	Iteration 3Q: 3 clusters Score -6450504 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6451533.000000 Penalty: 5281.168945
	Iteration 4F: 3 clusters Score -6451533 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6452857.500000 Penalty: 5281.168945
	Iteration 5F: 3 clusters Score -6452858 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -6454462.500000 Penalty: 5281.168945
	Iteration 6F: 3 clusters Score -6454462 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6456105.000000 Penalty: 5281.168945
	Iteration 7F: 3 clusters Score -6456105 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6457639.500000 Penalty: 5281.168945
	Iteration 8F: 3 clusters Score -6457640 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6458919.000000 Penalty: 5281.168945
	Iteration 9Q: 3 clusters Score -6458919 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6459924.500000 Penalty: 5281.168945
	Iteration 10Q: 3 clusters Score -6459924 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6460913.500000 Penalty: 5281.168945
	Iteration 11Q: 3 clusters Score -6460914 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6461872.500000 Penalty: 5281.168945
	Iteration 12Q: 3 clusters Score -6461872 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -6462734.500000 Penalty: 5281.168945
	Iteration 13Q: 3 clusters Score -6462734 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -6463437.000000 Penalty: 5281.168945
	Iteration 14Q: 3 clusters Score -6463437 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6463897.500000 Penalty: 5281.168945
	Iteration 15Q: 3 clusters Score -6463898 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -6464180.500000 Penalty: 5281.168945
	Iteration 16Q: 3 clusters Score -6464180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -6464381.500000 Penalty: 5281.168945
	Iteration 17Q: 3 clusters Score -6464382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6464501.000000 Penalty: 5281.168945
	Iteration 18Q: 3 clusters Score -6464501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -6464560.000000 Penalty: 5281.168945
	Iteration 19Q: 3 clusters Score -6464560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -6464597.000000 Penalty: 5281.168945
	Iteration 20F: 3 clusters Score -6464597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6464628.500000 Penalty: 5281.168945
	Iteration 21Q: 3 clusters Score -6464628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -6464647.000000 Penalty: 5281.168945
	Iteration 22Q: 3 clusters Score -6464647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -6464666.500000 Penalty: 5281.168945
	Iteration 23Q: 3 clusters Score -6464666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -6464673.000000 Penalty: 5281.168945
	Iteration 24Q: 3 clusters Score -6464673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -6464675.000000 Penalty: 5281.168945
	Iteration 25Q: 3 clusters Score -6464675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6464686.500000 Penalty: 5281.168945
	Iteration 26Q: 3 clusters Score -6464686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -6464696.500000 Penalty: 5281.168945
	Iteration 27Q: 3 clusters Score -6464696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6464708.500000 Penalty: 5281.168945
	Iteration 28Q: 3 clusters Score -6464708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6464710.000000 Penalty: 5281.168945
	Iteration 29Q: 3 clusters Score -6464710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6464708.500000 Penalty: 5281.168945
	Iteration 30Q: 3 clusters Score -6464708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6464708.500000 Penalty: 5281.168945
	Iteration 31F: 3 clusters Score -6464708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Entering Unmasked Estep 
Score: -2372958.250000 Penalty: 2394.303467
	Iteration 0F: 2 clusters Score -2372958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2361697.750000 Penalty: 4788.606934
	Iteration 0F: 3 clusters Score -2361698 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2365316.000000 Penalty: 4788.606934
	Iteration 1F: 3 clusters Score -2365316 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2365771.500000 Penalty: 4788.606934
	Iteration 2F: 3 clusters Score -2365772 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2366291.000000 Penalty: 4788.606934
	Iteration 3F: 3 clusters Score -2366291 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2366843.500000 Penalty: 4788.606934
	Iteration 4F: 3 clusters Score -2366844 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2367489.250000 Penalty: 4788.606934
	Iteration 5F: 3 clusters Score -2367489 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2368200.250000 Penalty: 4788.606934
	Iteration 6F: 3 clusters Score -2368200 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2368915.750000 Penalty: 4788.606934
	Iteration 7F: 3 clusters Score -2368916 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2369498.500000 Penalty: 4788.606934
	Iteration 8F: 3 clusters Score -2369498 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2369943.250000 Penalty: 4788.606934
	Iteration 9Q: 3 clusters Score -2369943 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2370264.500000 Penalty: 4788.606934
	Iteration 10Q: 3 clusters Score -2370264 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2370458.750000 Penalty: 4788.606934
	Iteration 11Q: 3 clusters Score -2370459 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2370580.750000 Penalty: 4788.606934
	Iteration 12Q: 3 clusters Score -2370581 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2370666.500000 Penalty: 4788.606934
	Iteration 13Q: 3 clusters Score -2370666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2370766.250000 Penalty: 4788.606934
	Iteration 14Q: 3 clusters Score -2370766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2370843.500000 Penalty: 4788.606934
	Iteration 15Q: 3 clusters Score -2370844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2370918.000000 Penalty: 4788.606934
	Iteration 16Q: 3 clusters Score -2370918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2370973.000000 Penalty: 4788.606934
	Iteration 17Q: 3 clusters Score -2370973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2371019.500000 Penalty: 4788.606934
	Iteration 18Q: 3 clusters Score -2371020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2371048.750000 Penalty: 4788.606934
	Iteration 19Q: 3 clusters Score -2371049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2371073.000000 Penalty: 4788.606934
	Iteration 20F: 3 clusters Score -2371073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2371093.750000 Penalty: 4788.606934
	Iteration 21Q: 3 clusters Score -2371094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2371118.500000 Penalty: 4788.606934
	Iteration 22Q: 3 clusters Score -2371118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2371128.000000 Penalty: 4788.606934
	Iteration 23Q: 3 clusters Score -2371128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2371139.500000 Penalty: 4788.606934
	Iteration 24Q: 3 clusters Score -2371140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2371153.500000 Penalty: 4788.606934
	Iteration 25Q: 3 clusters Score -2371154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2371159.000000 Penalty: 4788.606934
	Iteration 26Q: 3 clusters Score -2371159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2371174.250000 Penalty: 4788.606934
	Iteration 27Q: 3 clusters Score -2371174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2371179.500000 Penalty: 4788.606934
	Iteration 28Q: 3 clusters Score -2371180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2371185.500000 Penalty: 4788.606934
	Iteration 29Q: 3 clusters Score -2371186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2371193.750000 Penalty: 4788.606934
	Iteration 30Q: 3 clusters Score -2371194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2371199.250000 Penalty: 4788.606934
	Iteration 31Q: 3 clusters Score -2371199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2371207.500000 Penalty: 4788.606934
	Iteration 32Q: 3 clusters Score -2371208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2371213.000000 Penalty: 4788.606934
	Iteration 33Q: 3 clusters Score -2371213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2371219.250000 Penalty: 4788.606934
	Iteration 34Q: 3 clusters Score -2371219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2371226.750000 Penalty: 4788.606934
	Iteration 35Q: 3 clusters Score -2371227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2371230.750000 Penalty: 4788.606934
	Iteration 36Q: 3 clusters Score -2371231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2371236.750000 Penalty: 4788.606934
	Iteration 37Q: 3 clusters Score -2371237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2371237.500000 Penalty: 4788.606934
	Iteration 38Q: 3 clusters Score -2371238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2371242.000000 Penalty: 4788.606934
	Iteration 39Q: 3 clusters Score -2371242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2371241.250000 Penalty: 4788.606934
	Iteration 40F: 3 clusters Score -2371241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2371241.000000 Penalty: 4788.606934
	Iteration 41Q: 3 clusters Score -2371241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2371240.000000 Penalty: 4788.606934
	Iteration 42Q: 3 clusters Score -2371240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2371240.500000 Penalty: 4788.606934
	Iteration 43Q: 3 clusters Score -2371240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2371240.500000 Penalty: 4788.606934
	Iteration 44F: 3 clusters Score -2371240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Entering Unmasked Estep 
Score: -17422866.000000 Penalty: 2886.041748
	Iteration 0F: 2 clusters Score -1.742287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -17350538.000000 Penalty: 5772.083496
	Iteration 0F: 3 clusters Score -1.735054e+07 nChanged 53670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -17381430.000000 Penalty: 5772.083496
	Iteration 1F: 3 clusters Score -1.738143e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -17382374.000000 Penalty: 5772.083496
	Iteration 2Q: 3 clusters Score -1.738237e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -17383680.000000 Penalty: 5772.083496
	Iteration 3Q: 3 clusters Score -1.738368e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -17385646.000000 Penalty: 5772.083496
	Iteration 4Q: 3 clusters Score -1.738565e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -17388214.000000 Penalty: 5772.083496
	Iteration 5Q: 3 clusters Score -1.738821e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -17392376.000000 Penalty: 5772.083496
	Iteration 6F: 3 clusters Score -1.739238e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -17397960.000000 Penalty: 5772.083496
	Iteration 7F: 3 clusters Score -1.739796e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -17403860.000000 Penalty: 5772.083496
	Iteration 8F: 3 clusters Score -1.740386e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -17408092.000000 Penalty: 5772.083496
	Iteration 9F: 3 clusters Score -1.740809e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -17410288.000000 Penalty: 5772.083496
	Iteration 10Q: 3 clusters Score -1.741029e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -17411570.000000 Penalty: 5772.083496
	Iteration 11Q: 3 clusters Score -1.741157e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -17412628.000000 Penalty: 5772.083496
	Iteration 12Q: 3 clusters Score -1.741263e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -17413606.000000 Penalty: 5772.083496
	Iteration 13Q: 3 clusters Score -1.741361e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -17414720.000000 Penalty: 5772.083496
	Iteration 14Q: 3 clusters Score -1.741472e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -17415730.000000 Penalty: 5772.083496
	Iteration 15Q: 3 clusters Score -1.741573e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -17416644.000000 Penalty: 5772.083496
	Iteration 16Q: 3 clusters Score -1.741664e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -17417642.000000 Penalty: 5772.083496
	Iteration 17Q: 3 clusters Score -1.741764e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -17418442.000000 Penalty: 5772.083496
	Iteration 18Q: 3 clusters Score -1.741844e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -17419048.000000 Penalty: 5772.083496
	Iteration 19Q: 3 clusters Score -1.741905e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -17419568.000000 Penalty: 5772.083496
	Iteration 20F: 3 clusters Score -1.741957e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 102769 members 
Entering Unmasked Estep 
Score: -17420076.000000 Penalty: 5772.083496
	Iteration 21Q: 3 clusters Score -1.742008e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -17420332.000000 Penalty: 5772.083496
	Iteration 22Q: 3 clusters Score -1.742033e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 106256 members 
Entering Unmasked Estep 
Score: -17420654.000000 Penalty: 5772.083496
	Iteration 23Q: 3 clusters Score -1.742065e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -17420890.000000 Penalty: 5772.083496
	Iteration 24Q: 3 clusters Score -1.742089e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 108698 members 
Entering Unmasked Estep 
Score: -17421014.000000 Penalty: 5772.083496
	Iteration 25Q: 3 clusters Score -1.742101e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 109522 members 
Entering Unmasked Estep 
Score: -17421064.000000 Penalty: 5772.083496
	Iteration 26Q: 3 clusters Score -1.742106e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 110195 members 
Entering Unmasked Estep 
Score: -17421130.000000 Penalty: 5772.083496
	Iteration 27Q: 3 clusters Score -1.742113e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -17421092.000000 Penalty: 5772.083496
	Iteration 28Q: 3 clusters Score -1.742109e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 111023 members 
Entering Unmasked Estep 
Score: -17421012.000000 Penalty: 5772.083496
	Iteration 29Q: 3 clusters Score -1.742101e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -17420986.000000 Penalty: 5772.083496
	Iteration 30Q: 3 clusters Score -1.742099e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -17421002.000000 Penalty: 5772.083496
	Iteration 31Q: 3 clusters Score -1.7421e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -17420964.000000 Penalty: 5772.083496
	Iteration 32Q: 3 clusters Score -1.742096e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -17421002.000000 Penalty: 5772.083496
	Iteration 33Q: 3 clusters Score -1.7421e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -17421006.000000 Penalty: 5772.083496
	Iteration 34Q: 3 clusters Score -1.742101e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -17420990.000000 Penalty: 5772.083496
	Iteration 35Q: 3 clusters Score -1.742099e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -17421016.000000 Penalty: 5772.083496
	Iteration 36Q: 3 clusters Score -1.742102e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -17421004.000000 Penalty: 5772.083496
	Iteration 37Q: 3 clusters Score -1.7421e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 112217 members 
Entering Unmasked Estep 
Score: -17420986.000000 Penalty: 5772.083496
	Iteration 38Q: 3 clusters Score -1.742099e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 112251 members 
Entering Unmasked Estep 
Score: -17420988.000000 Penalty: 5772.083496
	Iteration 39Q: 3 clusters Score -1.742099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 112271 members 
Entering Unmasked Estep 
Score: -17420992.000000 Penalty: 5772.083496
	Iteration 40F: 3 clusters Score -1.742099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -17420986.000000 Penalty: 5772.083496
	Iteration 41Q: 3 clusters Score -1.742099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 112317 members 
Entering Unmasked Estep 
Score: -17420992.000000 Penalty: 5772.083496
	Iteration 42Q: 3 clusters Score -1.742099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 112327 members 
Entering Unmasked Estep 
Score: -17420980.000000 Penalty: 5772.083496
	Iteration 43Q: 3 clusters Score -1.742098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 112339 members 
Entering Unmasked Estep 
Score: -17420986.000000 Penalty: 5772.083496
	Iteration 44Q: 3 clusters Score -1.742099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -17420958.000000 Penalty: 5772.083496
	Iteration 45Q: 3 clusters Score -1.742096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 112365 members 
Entering Unmasked Estep 
Score: -17420954.000000 Penalty: 5772.083496
	Iteration 46Q: 3 clusters Score -1.742095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -17420944.000000 Penalty: 5772.083496
	Iteration 47Q: 3 clusters Score -1.742094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -17420962.000000 Penalty: 5772.083496
	Iteration 48Q: 3 clusters Score -1.742096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 112403 members 
Entering Unmasked Estep 
Score: -17420960.000000 Penalty: 5772.083496
	Iteration 49Q: 3 clusters Score -1.742096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -17420958.000000 Penalty: 5772.083496
	Iteration 50Q: 3 clusters Score -1.742096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -17420954.000000 Penalty: 5772.083496
	Iteration 51Q: 3 clusters Score -1.742095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -17420950.000000 Penalty: 5772.083496
	Iteration 52Q: 3 clusters Score -1.742095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -17420944.000000 Penalty: 5772.083496
	Iteration 53Q: 3 clusters Score -1.742094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -17420950.000000 Penalty: 5772.083496
	Iteration 54Q: 3 clusters Score -1.742095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -17420964.000000 Penalty: 5772.083496
	Iteration 55Q: 3 clusters Score -1.742096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -17420964.000000 Penalty: 5772.083496
	Iteration 56Q: 3 clusters Score -1.742096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -17420964.000000 Penalty: 5772.083496
	Iteration 57F: 3 clusters Score -1.742096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -17979.605469 Penalty: 1267.772949
	Iteration 0F: 2 clusters Score -17979.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17261.126953 Penalty: 2535.545898
	Iteration 0F: 3 clusters Score -17261.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17434.716797 Penalty: 2535.545898
	Iteration 1F: 3 clusters Score -17434.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17492.099609 Penalty: 2535.545898
	Iteration 2Q: 3 clusters Score -17492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17530.484375 Penalty: 2535.545898
	Iteration 3Q: 3 clusters Score -17530.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17530.484375 Penalty: 2535.545898
	Iteration 4F: 3 clusters Score -17530.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -33191.000000 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -33191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32086.689453 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -32086.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32454.035156 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -32454.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32709.248047 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -32709.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32823.433594 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -32823.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32852.968750 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -32852.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32902.625000 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -32902.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32929.164062 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -32929.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32986.605469 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -32986.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32989.195312 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -32989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32999.640625 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -32999.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33007.800781 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -33007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33007.800781 Penalty: 2822.418457
	Iteration 11F: 3 clusters Score -33007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -363014.781250 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -363014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -360114.718750 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -360114.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -360689.906250 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -360689.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -360834.843750 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -360834.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -360896.437500 Penalty: 3881.123535
	Iteration 3Q: 3 clusters Score -360896.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -360944.750000 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -360944.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -360981.250000 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -360981.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -361024.406250 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -361024.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -361059.937500 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -361059.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -361082.437500 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -361082.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -361099.968750 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -361100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -361122.375000 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -361122.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -361142.687500 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -361142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -361160.406250 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -361160.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -361190.812500 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -361190.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361224.343750 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -361224.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -361256.718750 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -361256.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -361298.718750 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -361298.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -361343.062500 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -361343.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -361389.562500 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -361389.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -361461.125000 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -361461.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361553.625000 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -361553.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -361638.625000 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -361638.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -361741.750000 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -361741.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361845.125000 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -361845.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -361931.812500 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -361931.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -362000.562500 Penalty: 3881.123535
	Iteration 25Q: 3 clusters Score -362000.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -362056.781250 Penalty: 3881.123535
	Iteration 26Q: 3 clusters Score -362056.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -362092.687500 Penalty: 3881.123535
	Iteration 27Q: 3 clusters Score -362092.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -362137.031250 Penalty: 3881.123535
	Iteration 28Q: 3 clusters Score -362137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -362205.562500 Penalty: 3881.123535
	Iteration 29Q: 3 clusters Score -362205.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -362244.718750 Penalty: 3881.123535
	Iteration 30Q: 3 clusters Score -362244.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -362269.156250 Penalty: 3881.123535
	Iteration 31Q: 3 clusters Score -362269.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -362285.531250 Penalty: 3881.123535
	Iteration 32Q: 3 clusters Score -362285.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -362295.625000 Penalty: 3881.123535
	Iteration 33Q: 3 clusters Score -362295.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -362306.625000 Penalty: 3881.123535
	Iteration 34Q: 3 clusters Score -362306.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -362316.437500 Penalty: 3881.123535
	Iteration 35Q: 3 clusters Score -362316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -362321.687500 Penalty: 3881.123535
	Iteration 36Q: 3 clusters Score -362321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -362328.375000 Penalty: 3881.123535
	Iteration 37Q: 3 clusters Score -362328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -362334.156250 Penalty: 3881.123535
	Iteration 38Q: 3 clusters Score -362334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -362336.937500 Penalty: 3881.123535
	Iteration 39Q: 3 clusters Score -362336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -362336.937500 Penalty: 3881.123535
	Iteration 40F: 3 clusters Score -362336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -76073.203125 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -76073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74616.070312 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -74616.07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -75147.875000 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -75147.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -75435.265625 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -75435.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -75704.835938 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -75704.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -75787.523438 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -75787.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -75820.265625 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -75820.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -75832.132812 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -75832.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -75832.132812 Penalty: 3150.904053
	Iteration 7F: 3 clusters Score -75832.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -1283677.000000 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -1283677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1276987.000000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -1276987 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1278834.000000 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -1278834 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1279110.625000 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -1279111 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1279299.500000 Penalty: 4483.264648
	Iteration 3Q: 3 clusters Score -1279300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1279435.500000 Penalty: 4483.264648
	Iteration 4Q: 3 clusters Score -1279436 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1279541.625000 Penalty: 4483.264648
	Iteration 5Q: 3 clusters Score -1279542 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1279640.375000 Penalty: 4483.264648
	Iteration 6Q: 3 clusters Score -1279640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1279716.500000 Penalty: 4483.264648
	Iteration 7Q: 3 clusters Score -1279716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1279795.625000 Penalty: 4483.264648
	Iteration 8Q: 3 clusters Score -1279796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1279868.875000 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -1279869 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1279947.375000 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -1279947 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1280043.625000 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -1280044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1280139.000000 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -1280139 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1280249.250000 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -1280249 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1280368.125000 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -1280368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1280494.875000 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -1280495 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1280636.750000 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -1280637 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1280772.250000 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -1280772 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1280919.000000 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -1280919 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1281066.750000 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -1281067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1281202.875000 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -1281203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1281322.750000 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -1281323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1281414.000000 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -1281414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1281472.250000 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -1281472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1281528.375000 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -1281528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1281554.750000 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -1281555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1281574.875000 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -1281575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1281593.625000 Penalty: 4483.264648
	Iteration 27Q: 3 clusters Score -1281594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1281599.625000 Penalty: 4483.264648
	Iteration 28Q: 3 clusters Score -1281600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1281610.875000 Penalty: 4483.264648
	Iteration 29Q: 3 clusters Score -1281611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1281621.250000 Penalty: 4483.264648
	Iteration 30Q: 3 clusters Score -1281621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1281629.500000 Penalty: 4483.264648
	Iteration 31Q: 3 clusters Score -1281630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1281640.000000 Penalty: 4483.264648
	Iteration 32Q: 3 clusters Score -1281640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1281647.000000 Penalty: 4483.264648
	Iteration 33Q: 3 clusters Score -1281647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1281658.625000 Penalty: 4483.264648
	Iteration 34Q: 3 clusters Score -1281659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1281671.375000 Penalty: 4483.264648
	Iteration 35Q: 3 clusters Score -1281671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1281677.625000 Penalty: 4483.264648
	Iteration 36Q: 3 clusters Score -1281678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1281682.000000 Penalty: 4483.264648
	Iteration 37Q: 3 clusters Score -1281682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1281684.875000 Penalty: 4483.264648
	Iteration 38Q: 3 clusters Score -1281685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1281689.000000 Penalty: 4483.264648
	Iteration 39Q: 3 clusters Score -1281689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1281688.375000 Penalty: 4483.264648
	Iteration 40F: 3 clusters Score -1281688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1281689.625000 Penalty: 4483.264648
	Iteration 41Q: 3 clusters Score -1281690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1281690.500000 Penalty: 4483.264648
	Iteration 42Q: 3 clusters Score -1281690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1281690.500000 Penalty: 4483.264648
	Iteration 43F: 3 clusters Score -1281690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Entering Unmasked Estep 
Score: -3921729.500000 Penalty: 2520.012695
	Iteration 0F: 2 clusters Score -3921730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3903902.000000 Penalty: 5040.025391
	Iteration 0F: 3 clusters Score -3903902 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3910095.500000 Penalty: 5040.025391
	Iteration 1F: 3 clusters Score -3910096 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3910506.500000 Penalty: 5040.025391
	Iteration 2Q: 3 clusters Score -3910506 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3910870.000000 Penalty: 5040.025391
	Iteration 3Q: 3 clusters Score -3910870 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3911283.500000 Penalty: 5040.025391
	Iteration 4Q: 3 clusters Score -3911284 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3911765.500000 Penalty: 5040.025391
	Iteration 5Q: 3 clusters Score -3911766 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3912468.500000 Penalty: 5040.025391
	Iteration 6Q: 3 clusters Score -3912468 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3913411.000000 Penalty: 5040.025391
	Iteration 7F: 3 clusters Score -3913411 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3914634.250000 Penalty: 5040.025391
	Iteration 8F: 3 clusters Score -3914634 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3915935.250000 Penalty: 5040.025391
	Iteration 9F: 3 clusters Score -3915935 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3917079.000000 Penalty: 5040.025391
	Iteration 10F: 3 clusters Score -3917079 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3918032.250000 Penalty: 5040.025391
	Iteration 11Q: 3 clusters Score -3918032 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3918630.500000 Penalty: 5040.025391
	Iteration 12Q: 3 clusters Score -3918630 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3918996.750000 Penalty: 5040.025391
	Iteration 13Q: 3 clusters Score -3918997 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3919218.000000 Penalty: 5040.025391
	Iteration 14Q: 3 clusters Score -3919218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3919332.250000 Penalty: 5040.025391
	Iteration 15Q: 3 clusters Score -3919332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3919410.500000 Penalty: 5040.025391
	Iteration 16Q: 3 clusters Score -3919410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3919453.000000 Penalty: 5040.025391
	Iteration 17Q: 3 clusters Score -3919453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3919475.250000 Penalty: 5040.025391
	Iteration 18Q: 3 clusters Score -3919475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3919487.250000 Penalty: 5040.025391
	Iteration 19Q: 3 clusters Score -3919487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3919505.000000 Penalty: 5040.025391
	Iteration 20F: 3 clusters Score -3919505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3919520.250000 Penalty: 5040.025391
	Iteration 21Q: 3 clusters Score -3919520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3919530.750000 Penalty: 5040.025391
	Iteration 22Q: 3 clusters Score -3919531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3919534.000000 Penalty: 5040.025391
	Iteration 23Q: 3 clusters Score -3919534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3919537.250000 Penalty: 5040.025391
	Iteration 24Q: 3 clusters Score -3919537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3919537.750000 Penalty: 5040.025391
	Iteration 25Q: 3 clusters Score -3919538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3919540.500000 Penalty: 5040.025391
	Iteration 26Q: 3 clusters Score -3919540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3919540.500000 Penalty: 5040.025391
	Iteration 27F: 3 clusters Score -3919540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108151 members 
Entering Unmasked Estep 
Score: -16686895.000000 Penalty: 2874.638428
	Iteration 0F: 2 clusters Score -1.66869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -16617138.000000 Penalty: 5749.276855
	Iteration 0F: 3 clusters Score -1.661714e+07 nChanged 51472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -16646117.000000 Penalty: 5749.276855
	Iteration 1F: 3 clusters Score -1.664612e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -16646818.000000 Penalty: 5749.276855
	Iteration 2Q: 3 clusters Score -1.664682e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -16647573.000000 Penalty: 5749.276855
	Iteration 3Q: 3 clusters Score -1.664757e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -16648415.000000 Penalty: 5749.276855
	Iteration 4Q: 3 clusters Score -1.664842e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -16649414.000000 Penalty: 5749.276855
	Iteration 5Q: 3 clusters Score -1.664941e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -16650698.000000 Penalty: 5749.276855
	Iteration 6Q: 3 clusters Score -1.66507e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -16652475.000000 Penalty: 5749.276855
	Iteration 7Q: 3 clusters Score -1.665248e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -16654897.000000 Penalty: 5749.276855
	Iteration 8Q: 3 clusters Score -1.66549e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -16658740.000000 Penalty: 5749.276855
	Iteration 9F: 3 clusters Score -1.665874e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -16663958.000000 Penalty: 5749.276855
	Iteration 10F: 3 clusters Score -1.666396e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -16669663.000000 Penalty: 5749.276855
	Iteration 11F: 3 clusters Score -1.666966e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -16673692.000000 Penalty: 5749.276855
	Iteration 12F: 3 clusters Score -1.667369e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -16675612.000000 Penalty: 5749.276855
	Iteration 13Q: 3 clusters Score -1.667561e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -16676611.000000 Penalty: 5749.276855
	Iteration 14Q: 3 clusters Score -1.667661e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -16677360.000000 Penalty: 5749.276855
	Iteration 15Q: 3 clusters Score -1.667736e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -16678009.000000 Penalty: 5749.276855
	Iteration 16Q: 3 clusters Score -1.667801e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -16678537.000000 Penalty: 5749.276855
	Iteration 17Q: 3 clusters Score -1.667854e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -16678965.000000 Penalty: 5749.276855
	Iteration 18Q: 3 clusters Score -1.667896e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -16679244.000000 Penalty: 5749.276855
	Iteration 19Q: 3 clusters Score -1.667924e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -16679581.000000 Penalty: 5749.276855
	Iteration 20F: 3 clusters Score -1.667958e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -16679790.000000 Penalty: 5749.276855
	Iteration 21Q: 3 clusters Score -1.667979e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -16679984.000000 Penalty: 5749.276855
	Iteration 22Q: 3 clusters Score -1.667998e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -16680232.000000 Penalty: 5749.276855
	Iteration 23Q: 3 clusters Score -1.668023e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -16680401.000000 Penalty: 5749.276855
	Iteration 24Q: 3 clusters Score -1.66804e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -16680508.000000 Penalty: 5749.276855
	Iteration 25Q: 3 clusters Score -1.668051e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -16680648.000000 Penalty: 5749.276855
	Iteration 26Q: 3 clusters Score -1.668065e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -16680813.000000 Penalty: 5749.276855
	Iteration 27Q: 3 clusters Score -1.668081e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -16680981.000000 Penalty: 5749.276855
	Iteration 28Q: 3 clusters Score -1.668098e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -16681154.000000 Penalty: 5749.276855
	Iteration 29Q: 3 clusters Score -1.668115e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -16681293.000000 Penalty: 5749.276855
	Iteration 30Q: 3 clusters Score -1.668129e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82796 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -16681459.000000 Penalty: 5749.276855
	Iteration 31Q: 3 clusters Score -1.668146e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83621 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -16681536.000000 Penalty: 5749.276855
	Iteration 32Q: 3 clusters Score -1.668154e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -16681661.000000 Penalty: 5749.276855
	Iteration 33Q: 3 clusters Score -1.668166e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -16681927.000000 Penalty: 5749.276855
	Iteration 34Q: 3 clusters Score -1.668193e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -16682117.000000 Penalty: 5749.276855
	Iteration 35Q: 3 clusters Score -1.668212e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -16682299.000000 Penalty: 5749.276855
	Iteration 36Q: 3 clusters Score -1.66823e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -16682518.000000 Penalty: 5749.276855
	Iteration 37Q: 3 clusters Score -1.668252e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -16682784.000000 Penalty: 5749.276855
	Iteration 38Q: 3 clusters Score -1.668278e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -16683020.000000 Penalty: 5749.276855
	Iteration 39Q: 3 clusters Score -1.668302e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -16683172.000000 Penalty: 5749.276855
	Iteration 40F: 3 clusters Score -1.668317e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -16683355.000000 Penalty: 5749.276855
	Iteration 41Q: 3 clusters Score -1.668336e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -16683600.000000 Penalty: 5749.276855
	Iteration 42Q: 3 clusters Score -1.66836e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -16683833.000000 Penalty: 5749.276855
	Iteration 43Q: 3 clusters Score -1.668383e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94525 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -16684168.000000 Penalty: 5749.276855
	Iteration 44Q: 3 clusters Score -1.668417e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -16684435.000000 Penalty: 5749.276855
	Iteration 45Q: 3 clusters Score -1.668444e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -16684667.000000 Penalty: 5749.276855
	Iteration 46Q: 3 clusters Score -1.668467e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -16684760.000000 Penalty: 5749.276855
	Iteration 47Q: 3 clusters Score -1.668476e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -16684892.000000 Penalty: 5749.276855
	Iteration 48Q: 3 clusters Score -1.668489e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -16685067.000000 Penalty: 5749.276855
	Iteration 49Q: 3 clusters Score -1.668507e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -16685167.000000 Penalty: 5749.276855
	Iteration 50Q: 3 clusters Score -1.668517e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -16685305.000000 Penalty: 5749.276855
	Iteration 51Q: 3 clusters Score -1.66853e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -16685404.000000 Penalty: 5749.276855
	Iteration 52Q: 3 clusters Score -1.66854e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -16685462.000000 Penalty: 5749.276855
	Iteration 53Q: 3 clusters Score -1.668546e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -16685529.000000 Penalty: 5749.276855
	Iteration 54Q: 3 clusters Score -1.668553e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104395 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -16685476.000000 Penalty: 5749.276855
	Iteration 55Q: 3 clusters Score -1.668548e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -16685455.000000 Penalty: 5749.276855
	Iteration 56Q: 3 clusters Score -1.668546e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -16685487.000000 Penalty: 5749.276855
	Iteration 57Q: 3 clusters Score -1.668549e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -16685432.000000 Penalty: 5749.276855
	Iteration 58Q: 3 clusters Score -1.668543e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -16685429.000000 Penalty: 5749.276855
	Iteration 59Q: 3 clusters Score -1.668543e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -16685402.000000 Penalty: 5749.276855
	Iteration 60F: 3 clusters Score -1.66854e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -16685397.000000 Penalty: 5749.276855
	Iteration 61Q: 3 clusters Score -1.66854e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -16685374.000000 Penalty: 5749.276855
	Iteration 62Q: 3 clusters Score -1.668537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -16685391.000000 Penalty: 5749.276855
	Iteration 63Q: 3 clusters Score -1.668539e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16685389.000000 Penalty: 5749.276855
	Iteration 64Q: 3 clusters Score -1.668539e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -16685421.000000 Penalty: 5749.276855
	Iteration 65Q: 3 clusters Score -1.668542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106435 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -16685392.000000 Penalty: 5749.276855
	Iteration 66Q: 3 clusters Score -1.668539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16685371.000000 Penalty: 5749.276855
	Iteration 67Q: 3 clusters Score -1.668537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16685375.000000 Penalty: 5749.276855
	Iteration 68Q: 3 clusters Score -1.668538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106537 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -16685365.000000 Penalty: 5749.276855
	Iteration 69Q: 3 clusters Score -1.668536e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -16685352.000000 Penalty: 5749.276855
	Iteration 70Q: 3 clusters Score -1.668535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -16685327.000000 Penalty: 5749.276855
	Iteration 71Q: 3 clusters Score -1.668533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -16685349.000000 Penalty: 5749.276855
	Iteration 72Q: 3 clusters Score -1.668535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -16685326.000000 Penalty: 5749.276855
	Iteration 73Q: 3 clusters Score -1.668533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -16685332.000000 Penalty: 5749.276855
	Iteration 74Q: 3 clusters Score -1.668533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16685325.000000 Penalty: 5749.276855
	Iteration 75Q: 3 clusters Score -1.668532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -16685333.000000 Penalty: 5749.276855
	Iteration 76Q: 3 clusters Score -1.668533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16685327.000000 Penalty: 5749.276855
	Iteration 77Q: 3 clusters Score -1.668533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16685325.000000 Penalty: 5749.276855
	Iteration 78Q: 3 clusters Score -1.668532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -16685327.000000 Penalty: 5749.276855
	Iteration 79Q: 3 clusters Score -1.668533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -16685346.000000 Penalty: 5749.276855
	Iteration 80F: 3 clusters Score -1.668535e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16685337.000000 Penalty: 5749.276855
	Iteration 81Q: 3 clusters Score -1.668534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16685346.000000 Penalty: 5749.276855
	Iteration 82Q: 3 clusters Score -1.668535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16685329.000000 Penalty: 5749.276855
	Iteration 83Q: 3 clusters Score -1.668533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16685322.000000 Penalty: 5749.276855
	Iteration 84Q: 3 clusters Score -1.668532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16685329.000000 Penalty: 5749.276855
	Iteration 85Q: 3 clusters Score -1.668533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16685331.000000 Penalty: 5749.276855
	Iteration 86Q: 3 clusters Score -1.668533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16685320.000000 Penalty: 5749.276855
	Iteration 87Q: 3 clusters Score -1.668532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106756 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16685322.000000 Penalty: 5749.276855
	Iteration 88Q: 3 clusters Score -1.668532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -16685312.000000 Penalty: 5749.276855
	Iteration 89Q: 3 clusters Score -1.668531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16685313.000000 Penalty: 5749.276855
	Iteration 90Q: 3 clusters Score -1.668531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16685315.000000 Penalty: 5749.276855
	Iteration 91Q: 3 clusters Score -1.668532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16685309.000000 Penalty: 5749.276855
	Iteration 92Q: 3 clusters Score -1.668531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16685309.000000 Penalty: 5749.276855
	Iteration 93F: 3 clusters Score -1.668531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -112907.250000 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -112907.2 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 420 members 
Entering Unmasked Estep 
Score: -111099.937500 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -111099.9 nChanged 219
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: -111464.148438 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -111464.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111604.289062 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -111604.3 nChanged 34
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: -111710.945312 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -111710.9 nChanged 36
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: -111868.679688 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -111868.7 nChanged 38
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: -112002.531250 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -112002.5 nChanged 41
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: -112228.921875 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -112228.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112474.054688 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -112474.1 nChanged 31
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: -112653.609375 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -112653.6 nChanged 33
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: -112788.992188 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -112789 nChanged 24
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: -112894.390625 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -112894.4 nChanged 14
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: -112976.546875 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -112976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113012.695312 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -113012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113023.953125 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -113024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -113030.656250 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -113030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -113030.656250 Penalty: 3337.992676
	Iteration 15F: 3 clusters Score -113030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 42088 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113240 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108151 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 380 members 
Entering Unmasked Estep 
Score: -104162440.000000 Penalty: 113455.515625
Splitting cluster 30 changes total score from -104164144.000000 to -104162440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Entering Unmasked Estep 
Score: -1254926.000000 Penalty: 2237.775391
	Iteration 0F: 2 clusters Score -1254926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1248286.000000 Penalty: 4475.550781
	Iteration 0F: 3 clusters Score -1248286 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1250166.625000 Penalty: 4475.550781
	Iteration 1F: 3 clusters Score -1250167 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1250438.500000 Penalty: 4475.550781
	Iteration 2F: 3 clusters Score -1250438 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1250623.000000 Penalty: 4475.550781
	Iteration 3Q: 3 clusters Score -1250623 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1250773.375000 Penalty: 4475.550781
	Iteration 4Q: 3 clusters Score -1250773 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1250890.125000 Penalty: 4475.550781
	Iteration 5Q: 3 clusters Score -1250890 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1251014.375000 Penalty: 4475.550781
	Iteration 6Q: 3 clusters Score -1251014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1251120.000000 Penalty: 4475.550781
	Iteration 7Q: 3 clusters Score -1251120 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1251245.375000 Penalty: 4475.550781
	Iteration 8Q: 3 clusters Score -1251245 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1251381.750000 Penalty: 4475.550781
	Iteration 9Q: 3 clusters Score -1251382 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1251538.375000 Penalty: 4475.550781
	Iteration 10Q: 3 clusters Score -1251538 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1251722.625000 Penalty: 4475.550781
	Iteration 11Q: 3 clusters Score -1251723 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1251909.875000 Penalty: 4475.550781
	Iteration 12Q: 3 clusters Score -1251910 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1252145.625000 Penalty: 4475.550781
	Iteration 13Q: 3 clusters Score -1252146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1252351.250000 Penalty: 4475.550781
	Iteration 14Q: 3 clusters Score -1252351 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1252503.750000 Penalty: 4475.550781
	Iteration 15Q: 3 clusters Score -1252504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1252615.125000 Penalty: 4475.550781
	Iteration 16Q: 3 clusters Score -1252615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1252709.125000 Penalty: 4475.550781
	Iteration 17Q: 3 clusters Score -1252709 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1252793.625000 Penalty: 4475.550781
	Iteration 18Q: 3 clusters Score -1252794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1252852.250000 Penalty: 4475.550781
	Iteration 19Q: 3 clusters Score -1252852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1252907.750000 Penalty: 4475.550781
	Iteration 20F: 3 clusters Score -1252908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1252956.375000 Penalty: 4475.550781
	Iteration 21Q: 3 clusters Score -1252956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1252989.250000 Penalty: 4475.550781
	Iteration 22Q: 3 clusters Score -1252989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1253008.500000 Penalty: 4475.550781
	Iteration 23Q: 3 clusters Score -1253008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1253027.250000 Penalty: 4475.550781
	Iteration 24Q: 3 clusters Score -1253027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1253036.250000 Penalty: 4475.550781
	Iteration 25Q: 3 clusters Score -1253036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1253039.875000 Penalty: 4475.550781
	Iteration 26Q: 3 clusters Score -1253040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1253042.750000 Penalty: 4475.550781
	Iteration 27Q: 3 clusters Score -1253043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1253043.750000 Penalty: 4475.550781
	Iteration 28Q: 3 clusters Score -1253044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1253045.125000 Penalty: 4475.550781
	Iteration 29Q: 3 clusters Score -1253045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1253045.875000 Penalty: 4475.550781
	Iteration 30Q: 3 clusters Score -1253046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1253049.375000 Penalty: 4475.550781
	Iteration 31Q: 3 clusters Score -1253049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1253050.875000 Penalty: 4475.550781
	Iteration 32Q: 3 clusters Score -1253051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1253054.250000 Penalty: 4475.550781
	Iteration 33Q: 3 clusters Score -1253054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1253063.250000 Penalty: 4475.550781
	Iteration 34Q: 3 clusters Score -1253063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1253066.125000 Penalty: 4475.550781
	Iteration 35Q: 3 clusters Score -1253066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1253075.000000 Penalty: 4475.550781
	Iteration 36Q: 3 clusters Score -1253075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253078.250000 Penalty: 4475.550781
	Iteration 37Q: 3 clusters Score -1253078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1253081.625000 Penalty: 4475.550781
	Iteration 38Q: 3 clusters Score -1253082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1253086.875000 Penalty: 4475.550781
	Iteration 39Q: 3 clusters Score -1253087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1253092.250000 Penalty: 4475.550781
	Iteration 40F: 3 clusters Score -1253092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1253096.375000 Penalty: 4475.550781
	Iteration 41Q: 3 clusters Score -1253096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1253103.625000 Penalty: 4475.550781
	Iteration 42Q: 3 clusters Score -1253104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1253105.500000 Penalty: 4475.550781
	Iteration 43Q: 3 clusters Score -1253106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1253107.750000 Penalty: 4475.550781
	Iteration 44Q: 3 clusters Score -1253108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1253108.875000 Penalty: 4475.550781
	Iteration 45Q: 3 clusters Score -1253109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1253110.875000 Penalty: 4475.550781
	Iteration 46Q: 3 clusters Score -1253111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1253111.750000 Penalty: 4475.550781
	Iteration 47Q: 3 clusters Score -1253112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1253115.625000 Penalty: 4475.550781
	Iteration 48Q: 3 clusters Score -1253116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1253120.875000 Penalty: 4475.550781
	Iteration 49Q: 3 clusters Score -1253121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1253126.000000 Penalty: 4475.550781
	Iteration 50Q: 3 clusters Score -1253126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1253127.125000 Penalty: 4475.550781
	Iteration 51Q: 3 clusters Score -1253127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1253127.125000 Penalty: 4475.550781
	Iteration 52F: 3 clusters Score -1253127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -91738.132812 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -91738.13 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 397 members 
Entering Unmasked Estep 
Score: -90042.320312 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -90042.32 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90392.945312 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -90392.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90656.101562 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -90656.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90833.789062 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -90833.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91000.523438 Penalty: 3311.833496
	Iteration 4F: 3 clusters Score -91000.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91171.351562 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -91171.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91289.125000 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -91289.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91360.914062 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -91360.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91422.328125 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -91422.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91453.484375 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -91453.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91467.390625 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -91467.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91477.789062 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -91477.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91483.539062 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -91483.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91484.281250 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -91484.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91484.281250 Penalty: 3311.833496
	Iteration 14F: 3 clusters Score -91484.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -111194.992188 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -111195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109562.921875 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -109562.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110286.554688 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -110286.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110636.648438 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -110636.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112080.640625 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -112080.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -112327.421875 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -112327.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112448.125000 Penalty: 3354.313965
	Iteration 5F: 3 clusters Score -112448.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112524.406250 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -112524.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112580.226562 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -112580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112614.882812 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -112614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112632.945312 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -112632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -112646.718750 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -112646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -112657.632812 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -112657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112663.015625 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -112663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -112666.250000 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -112666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -112668.171875 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -112668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -112675.742188 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -112675.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -112697.117188 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -112697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -112723.421875 Penalty: 3354.313965
	Iteration 17Q: 3 clusters Score -112723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112739.148438 Penalty: 3354.313965
	Iteration 18Q: 3 clusters Score -112739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -112744.140625 Penalty: 3354.313965
	Iteration 19Q: 3 clusters Score -112744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -112751.421875 Penalty: 3354.313965
	Iteration 20F: 3 clusters Score -112751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -112759.000000 Penalty: 3354.313965
	Iteration 21Q: 3 clusters Score -112759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -112762.304688 Penalty: 3354.313965
	Iteration 22Q: 3 clusters Score -112762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -112764.593750 Penalty: 3354.313965
	Iteration 23Q: 3 clusters Score -112764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -112764.593750 Penalty: 3354.313965
	Iteration 24F: 3 clusters Score -112764.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 42088 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113240 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108151 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 710 members 
Entering Unmasked Estep 
Score: -104163848.000000 Penalty: 113455.515625
Splitting cluster 33 changes total score from -104164144.000000 to -104163848.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5696 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34059 members 
Mstep: Class 20 contains 42088 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113240 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8424 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108151 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8294 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164056.000000 Penalty: 110118.593750
Iteration 119Q: 34 clusters Score -1.041641e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 18859 members 
Mstep: Class 5 contains 178601 members 
Mstep: Class 6 contains 37141 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14903 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15308 members 
Mstep: Class 19 contains 34096 members 
Mstep: Class 20 contains 42086 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113382 members 
Mstep: Class 23 contains 166 members 
Mstep: Class 24 contains 296 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8443 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 108206 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8295 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164144.000000 Penalty: 110118.593750
Iteration 120F: 34 clusters Score -1.041641e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 18844 members 
Mstep: Class 5 contains 178449 members 
Mstep: Class 6 contains 37131 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14901 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 6154 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34124 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113536 members 
Mstep: Class 23 contains 174 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8453 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 108206 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8295 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164392.000000 Penalty: 110118.593750
Iteration 121Q: 34 clusters Score -1.041644e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 178337 members 
Mstep: Class 6 contains 37119 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 18 contains 15308 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 42072 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113719 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8464 members 
Mstep: Class 28 contains 25880 members 
Mstep: Class 29 contains 108133 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8296 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164136.000000 Penalty: 110118.593750
Iteration 122Q: 34 clusters Score -1.041641e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 18818 members 
Mstep: Class 5 contains 178208 members 
Mstep: Class 6 contains 37107 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 14913 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 19851 members 
Mstep: Class 18 contains 15308 members 
Mstep: Class 19 contains 34163 members 
Mstep: Class 20 contains 42063 members 
Mstep: Class 21 contains 15591 members 
Mstep: Class 22 contains 113859 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8471 members 
Mstep: Class 28 contains 25881 members 
Mstep: Class 29 contains 108122 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163920.000000 Penalty: 110118.593750
Iteration 123Q: 34 clusters Score -1.041639e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 18814 members 
Mstep: Class 5 contains 178097 members 
Mstep: Class 6 contains 37095 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 14919 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 19852 members 
Mstep: Class 18 contains 15308 members 
Mstep: Class 19 contains 34187 members 
Mstep: Class 20 contains 42052 members 
Mstep: Class 21 contains 15590 members 
Mstep: Class 22 contains 113975 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 25878 members 
Mstep: Class 29 contains 108113 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8299 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163744.000000 Penalty: 110118.593750
Iteration 124Q: 34 clusters Score -1.041637e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 18810 members 
Mstep: Class 5 contains 177971 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 19855 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34206 members 
Mstep: Class 20 contains 42044 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114107 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8475 members 
Mstep: Class 28 contains 25872 members 
Mstep: Class 29 contains 108105 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8299 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163640.000000 Penalty: 110118.593750
Iteration 125Q: 34 clusters Score -1.041636e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 18795 members 
Mstep: Class 5 contains 177879 members 
Mstep: Class 6 contains 37088 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 14943 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 19855 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34221 members 
Mstep: Class 20 contains 42037 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114232 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8481 members 
Mstep: Class 28 contains 25874 members 
Mstep: Class 29 contains 108065 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163640.000000 Penalty: 110118.593750
Iteration 126Q: 34 clusters Score -1.041636e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 18787 members 
Mstep: Class 5 contains 177769 members 
Mstep: Class 6 contains 37082 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 14955 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2466 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 19860 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34245 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114355 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8486 members 
Mstep: Class 28 contains 25870 members 
Mstep: Class 29 contains 108038 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163536.000000 Penalty: 110118.593750
Iteration 127Q: 34 clusters Score -1.041635e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 18777 members 
Mstep: Class 5 contains 177643 members 
Mstep: Class 6 contains 37078 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13893 members 
Mstep: Class 10 contains 14962 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2467 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 19874 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34257 members 
Mstep: Class 20 contains 42026 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114442 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8496 members 
Mstep: Class 28 contains 25865 members 
Mstep: Class 29 contains 108061 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163416.000000 Penalty: 110118.593750
Iteration 128Q: 34 clusters Score -1.041634e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 18777 members 
Mstep: Class 5 contains 177492 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 19876 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34276 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114531 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8503 members 
Mstep: Class 28 contains 25863 members 
Mstep: Class 29 contains 108096 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163272.000000 Penalty: 110118.593750
Iteration 129Q: 34 clusters Score -1.041633e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 18773 members 
Mstep: Class 5 contains 177379 members 
Mstep: Class 6 contains 37070 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 14984 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2468 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 19880 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34291 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114586 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8509 members 
Mstep: Class 28 contains 25861 members 
Mstep: Class 29 contains 108139 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163328.000000 Penalty: 110118.593750
Iteration 130Q: 34 clusters Score -1.041633e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 18756 members 
Mstep: Class 5 contains 177312 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 5666 members 
Mstep: Class 17 contains 19883 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34308 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114628 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8512 members 
Mstep: Class 28 contains 25858 members 
Mstep: Class 29 contains 108168 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163392.000000 Penalty: 110118.593750
Iteration 131Q: 34 clusters Score -1.041634e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 18741 members 
Mstep: Class 5 contains 177212 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 14998 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 19892 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34327 members 
Mstep: Class 20 contains 42008 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114717 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8513 members 
Mstep: Class 28 contains 25853 members 
Mstep: Class 29 contains 108179 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163136.000000 Penalty: 110118.593750
Iteration 132Q: 34 clusters Score -1.041631e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 18730 members 
Mstep: Class 5 contains 177142 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 15005 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 19899 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114771 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8520 members 
Mstep: Class 28 contains 25855 members 
Mstep: Class 29 contains 108166 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162920.000000 Penalty: 110118.593750
Iteration 133Q: 34 clusters Score -1.041629e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 4509 members 
Mstep: Class 4 contains 18715 members 
Mstep: Class 5 contains 177042 members 
Mstep: Class 6 contains 37031 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 15010 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 19899 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34390 members 
Mstep: Class 20 contains 42008 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114818 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8528 members 
Mstep: Class 28 contains 25852 members 
Mstep: Class 29 contains 108197 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163072.000000 Penalty: 110118.593750
Iteration 134Q: 34 clusters Score -1.041631e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 18695 members 
Mstep: Class 5 contains 176932 members 
Mstep: Class 6 contains 37030 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13886 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 19899 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 34423 members 
Mstep: Class 20 contains 42008 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114877 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8531 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 108230 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 795 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163024.000000 Penalty: 110118.593750
Iteration 135Q: 34 clusters Score -1.04163e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 176810 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2469 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 19903 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 34448 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114921 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8539 members 
Mstep: Class 28 contains 25847 members 
Mstep: Class 29 contains 108294 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162944.000000 Penalty: 110118.593750
Iteration 136Q: 34 clusters Score -1.041629e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 18673 members 
Mstep: Class 5 contains 176703 members 
Mstep: Class 6 contains 37019 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 15025 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2470 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 19907 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 34472 members 
Mstep: Class 20 contains 42003 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114939 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8542 members 
Mstep: Class 28 contains 25844 members 
Mstep: Class 29 contains 108363 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162896.000000 Penalty: 110118.593750
Iteration 137Q: 34 clusters Score -1.041629e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 18669 members 
Mstep: Class 5 contains 176625 members 
Mstep: Class 6 contains 37019 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2472 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 34493 members 
Mstep: Class 20 contains 42002 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114889 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8548 members 
Mstep: Class 28 contains 25844 members 
Mstep: Class 29 contains 108462 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8299 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162856.000000 Penalty: 110118.593750
Iteration 138Q: 34 clusters Score -1.041629e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4498 members 
Mstep: Class 4 contains 18663 members 
Mstep: Class 5 contains 176573 members 
Mstep: Class 6 contains 37014 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13882 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 34506 members 
Mstep: Class 20 contains 42003 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114843 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 25842 members 
Mstep: Class 29 contains 108539 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8300 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162864.000000 Penalty: 110118.593750
Iteration 139Q: 34 clusters Score -1.041629e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 18657 members 
Mstep: Class 5 contains 176553 members 
Mstep: Class 6 contains 37005 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 19911 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 34513 members 
Mstep: Class 20 contains 42000 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114798 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 294 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8559 members 
Mstep: Class 28 contains 25843 members 
Mstep: Class 29 contains 108610 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162912.000000 Penalty: 110118.593750
Iteration 140F: 34 clusters Score -1.041629e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 18648 members 
Mstep: Class 5 contains 176540 members 
Mstep: Class 6 contains 37000 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 13883 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 19911 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 34524 members 
Mstep: Class 20 contains 42006 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114763 members 
Mstep: Class 23 contains 177 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8565 members 
Mstep: Class 28 contains 25840 members 
Mstep: Class 29 contains 108655 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163280.000000 Penalty: 110118.593750
Iteration 141Q: 34 clusters Score -1.041633e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 18641 members 
Mstep: Class 5 contains 176556 members 
Mstep: Class 6 contains 36995 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 19919 members 
Mstep: Class 18 contains 15311 members 
Mstep: Class 19 contains 34540 members 
Mstep: Class 20 contains 42006 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114733 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 299 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8568 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 108659 members 
Mstep: Class 30 contains 837 members 
Mstep: Class 31 contains 8302 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163280.000000 Penalty: 110118.593750
Iteration 142Q: 34 clusters Score -1.041633e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 18639 members 
Mstep: Class 5 contains 176541 members 
Mstep: Class 6 contains 36991 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13885 members 
Mstep: Class 10 contains 15044 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 19923 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 34555 members 
Mstep: Class 20 contains 42006 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8572 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 108665 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163192.000000 Penalty: 110118.593750
Iteration 143Q: 34 clusters Score -1.041632e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 18639 members 
Mstep: Class 5 contains 176477 members 
Mstep: Class 6 contains 36988 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13888 members 
Mstep: Class 10 contains 15039 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 19932 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34564 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114750 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8574 members 
Mstep: Class 28 contains 25829 members 
Mstep: Class 29 contains 108705 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163008.000000 Penalty: 110118.593750
Iteration 144Q: 34 clusters Score -1.04163e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 5 contains 176420 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 15035 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 19940 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34582 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114756 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8581 members 
Mstep: Class 28 contains 25826 members 
Mstep: Class 29 contains 108750 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8303 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162880.000000 Penalty: 110118.593750
Iteration 145Q: 34 clusters Score -1.041629e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 176389 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2473 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 19943 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34598 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114736 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8586 members 
Mstep: Class 28 contains 25826 members 
Mstep: Class 29 contains 108787 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162904.000000 Penalty: 110118.593750
Iteration 146Q: 34 clusters Score -1.041629e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 18605 members 
Mstep: Class 5 contains 176332 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 10 contains 15041 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 19942 members 
Mstep: Class 18 contains 15309 members 
Mstep: Class 19 contains 34605 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114761 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8591 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 108805 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162696.000000 Penalty: 110118.593750
Iteration 147Q: 34 clusters Score -1.041627e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 18600 members 
Mstep: Class 5 contains 176260 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13892 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 19939 members 
Mstep: Class 18 contains 15308 members 
Mstep: Class 19 contains 34615 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8595 members 
Mstep: Class 28 contains 25827 members 
Mstep: Class 29 contains 108837 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162760.000000 Penalty: 110118.593750
Iteration 148Q: 34 clusters Score -1.041628e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 18592 members 
Mstep: Class 5 contains 176203 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 15050 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 19944 members 
Mstep: Class 18 contains 15305 members 
Mstep: Class 19 contains 34619 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2502 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8598 members 
Mstep: Class 28 contains 25825 members 
Mstep: Class 29 contains 108870 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162640.000000 Penalty: 110118.593750
Iteration 149Q: 34 clusters Score -1.041626e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 176151 members 
Mstep: Class 6 contains 36982 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 15056 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 19945 members 
Mstep: Class 18 contains 15302 members 
Mstep: Class 19 contains 34619 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8599 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 108933 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162664.000000 Penalty: 110118.593750
Iteration 150Q: 34 clusters Score -1.041627e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 176102 members 
Mstep: Class 6 contains 36981 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 19947 members 
Mstep: Class 18 contains 15300 members 
Mstep: Class 19 contains 34627 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114812 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8599 members 
Mstep: Class 28 contains 25821 members 
Mstep: Class 29 contains 108969 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162640.000000 Penalty: 110118.593750
Iteration 151Q: 34 clusters Score -1.041626e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 176021 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 19946 members 
Mstep: Class 18 contains 15298 members 
Mstep: Class 19 contains 34631 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114815 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8603 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 109040 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162600.000000 Penalty: 110118.593750
Iteration 152Q: 34 clusters Score -1.041626e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 175972 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13894 members 
Mstep: Class 10 contains 15083 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 19948 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 34636 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114813 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8607 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 109088 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
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Score: -104162296.000000 Penalty: 110118.593750
Iteration 153Q: 34 clusters Score -1.041623e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 175883 members 
Mstep: Class 6 contains 36984 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 15089 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 19953 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34647 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114829 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8612 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 109135 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162280.000000 Penalty: 110118.593750
Iteration 154Q: 34 clusters Score -1.041623e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 175835 members 
Mstep: Class 6 contains 36979 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15097 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 19958 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 34661 members 
Mstep: Class 20 contains 42014 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 114846 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2503 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8613 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 109144 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162360.000000 Penalty: 110118.593750
Iteration 155Q: 34 clusters Score -1.041624e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 175786 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 19955 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 34673 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114845 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 109168 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162304.000000 Penalty: 110118.593750
Iteration 156Q: 34 clusters Score -1.041623e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 175729 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15111 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 19950 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34682 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114856 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 109213 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162384.000000 Penalty: 110118.593750
Iteration 157Q: 34 clusters Score -1.041624e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 175695 members 
Mstep: Class 6 contains 36974 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15114 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 19952 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34700 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114845 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 109239 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162232.000000 Penalty: 110118.593750
Iteration 158Q: 34 clusters Score -1.041622e+08 nChanged 520
Entering ConstructFrom: 
Score: -104162232.000000 Penalty: 110118.593750
Entering ConstructFrom: 
Trying to split cluster 1 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -662428.875000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -662428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -657981.437500 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -657981.4 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -659773.437500 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -659773.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -660651.375000 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -660651.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -661250.000000 Penalty: 4234.641602
	Iteration 3F: 3 clusters Score -661250 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -661675.625000 Penalty: 4234.641602
	Iteration 4F: 3 clusters Score -661675.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -662051.312500 Penalty: 4234.641602
	Iteration 5F: 3 clusters Score -662051.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -662310.375000 Penalty: 4234.641602
	Iteration 6Q: 3 clusters Score -662310.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -662459.312500 Penalty: 4234.641602
	Iteration 7Q: 3 clusters Score -662459.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -662559.500000 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -662559.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -662635.812500 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -662635.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -662705.625000 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -662705.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -662755.375000 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -662755.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -662794.687500 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -662794.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -662815.375000 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -662815.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -662827.687500 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -662827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -662835.125000 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -662835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -662841.187500 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -662841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -662843.937500 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -662843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -662847.687500 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -662847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -662850.312500 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -662850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -662850.312500 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -662850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -662851.500000 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -662851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -662850.187500 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -662850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -662852.000000 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -662852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -662852.125000 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -662852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -662852.812500 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -662852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -662852.812500 Penalty: 4234.641602
	Iteration 26F: 3 clusters Score -662852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 1545 members 
Entering Unmasked Estep 
Score: -104161464.000000 Penalty: 113455.515625
Splitting cluster 1 changes total score from -104162232.000000 to -104161464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -595961.750000 Penalty: 2061.713867
	Iteration 0F: 2 clusters Score -595961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -592039.562500 Penalty: 4123.427734
	Iteration 0F: 3 clusters Score -592039.6 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -593068.062500 Penalty: 4123.427734
	Iteration 1F: 3 clusters Score -593068.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -593336.187500 Penalty: 4123.427734
	Iteration 2F: 3 clusters Score -593336.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -593612.812500 Penalty: 4123.427734
	Iteration 3F: 3 clusters Score -593612.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -594100.250000 Penalty: 4123.427734
	Iteration 4F: 3 clusters Score -594100.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -594948.375000 Penalty: 4123.427734
	Iteration 5F: 3 clusters Score -594948.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -595803.625000 Penalty: 4123.427734
	Iteration 6F: 3 clusters Score -595803.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -596400.937500 Penalty: 4123.427734
	Iteration 7F: 3 clusters Score -596400.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -596640.000000 Penalty: 4123.427734
	Iteration 8F: 3 clusters Score -596640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -596718.750000 Penalty: 4123.427734
	Iteration 9Q: 3 clusters Score -596718.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -596746.187500 Penalty: 4123.427734
	Iteration 10Q: 3 clusters Score -596746.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -596760.750000 Penalty: 4123.427734
	Iteration 11Q: 3 clusters Score -596760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -596770.375000 Penalty: 4123.427734
	Iteration 12Q: 3 clusters Score -596770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -596774.625000 Penalty: 4123.427734
	Iteration 13Q: 3 clusters Score -596774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -596782.500000 Penalty: 4123.427734
	Iteration 14Q: 3 clusters Score -596782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -596786.375000 Penalty: 4123.427734
	Iteration 15Q: 3 clusters Score -596786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -596794.812500 Penalty: 4123.427734
	Iteration 16Q: 3 clusters Score -596794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -596803.625000 Penalty: 4123.427734
	Iteration 17Q: 3 clusters Score -596803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -596809.187500 Penalty: 4123.427734
	Iteration 18Q: 3 clusters Score -596809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -596811.687500 Penalty: 4123.427734
	Iteration 19Q: 3 clusters Score -596811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -596818.937500 Penalty: 4123.427734
	Iteration 20F: 3 clusters Score -596818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -596820.125000 Penalty: 4123.427734
	Iteration 21Q: 3 clusters Score -596820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -596822.000000 Penalty: 4123.427734
	Iteration 22Q: 3 clusters Score -596822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -596821.875000 Penalty: 4123.427734
	Iteration 23Q: 3 clusters Score -596821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -596822.937500 Penalty: 4123.427734
	Iteration 24Q: 3 clusters Score -596822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -596822.937500 Penalty: 4123.427734
	Iteration 25F: 3 clusters Score -596822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1933 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 2145 members 
Entering Unmasked Estep 
Score: -104161832.000000 Penalty: 113455.515625
Splitting cluster 2 changes total score from -104162232.000000 to -104161832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -647508.187500 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -647508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -643329.000000 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -643329 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -644253.625000 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -644253.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -644458.500000 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -644458.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -644571.187500 Penalty: 4168.618164
	Iteration 3Q: 3 clusters Score -644571.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -644644.437500 Penalty: 4168.618164
	Iteration 4Q: 3 clusters Score -644644.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -644696.312500 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -644696.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -644730.625000 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -644730.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -644764.500000 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -644764.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -644794.000000 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -644794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -644819.437500 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -644819.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -644841.062500 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -644841.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -644869.062500 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -644869.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -644887.750000 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -644887.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -644903.687500 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -644903.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -644927.625000 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -644927.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -644948.687500 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -644948.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -644975.937500 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -644975.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -645000.312500 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -645000.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -645029.562500 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -645029.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -645063.187500 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -645063.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -645105.062500 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -645105.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -645146.750000 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -645146.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -645184.250000 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -645184.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -645227.437500 Penalty: 4168.618164
	Iteration 23Q: 3 clusters Score -645227.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -645282.500000 Penalty: 4168.618164
	Iteration 24Q: 3 clusters Score -645282.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -645340.875000 Penalty: 4168.618164
	Iteration 25Q: 3 clusters Score -645340.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -645417.187500 Penalty: 4168.618164
	Iteration 26Q: 3 clusters Score -645417.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -645506.500000 Penalty: 4168.618164
	Iteration 27Q: 3 clusters Score -645506.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -645594.000000 Penalty: 4168.618164
	Iteration 28Q: 3 clusters Score -645594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -645658.937500 Penalty: 4168.618164
	Iteration 29Q: 3 clusters Score -645658.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -645726.687500 Penalty: 4168.618164
	Iteration 30Q: 3 clusters Score -645726.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -645798.312500 Penalty: 4168.618164
	Iteration 31Q: 3 clusters Score -645798.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -645857.687500 Penalty: 4168.618164
	Iteration 32Q: 3 clusters Score -645857.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -645911.187500 Penalty: 4168.618164
	Iteration 33Q: 3 clusters Score -645911.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -645959.437500 Penalty: 4168.618164
	Iteration 34Q: 3 clusters Score -645959.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -645995.562500 Penalty: 4168.618164
	Iteration 35Q: 3 clusters Score -645995.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -646024.500000 Penalty: 4168.618164
	Iteration 36Q: 3 clusters Score -646024.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -646049.687500 Penalty: 4168.618164
	Iteration 37Q: 3 clusters Score -646049.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -646074.625000 Penalty: 4168.618164
	Iteration 38Q: 3 clusters Score -646074.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -646093.687500 Penalty: 4168.618164
	Iteration 39Q: 3 clusters Score -646093.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -646105.437500 Penalty: 4168.618164
	Iteration 40F: 3 clusters Score -646105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -646113.937500 Penalty: 4168.618164
	Iteration 41Q: 3 clusters Score -646113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -646123.500000 Penalty: 4168.618164
	Iteration 42Q: 3 clusters Score -646123.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -646129.937500 Penalty: 4168.618164
	Iteration 43Q: 3 clusters Score -646129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -646135.312500 Penalty: 4168.618164
	Iteration 44Q: 3 clusters Score -646135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -646137.625000 Penalty: 4168.618164
	Iteration 45Q: 3 clusters Score -646137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -646140.062500 Penalty: 4168.618164
	Iteration 46Q: 3 clusters Score -646140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -646140.812500 Penalty: 4168.618164
	Iteration 47Q: 3 clusters Score -646140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -646144.625000 Penalty: 4168.618164
	Iteration 48Q: 3 clusters Score -646144.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -646149.125000 Penalty: 4168.618164
	Iteration 49Q: 3 clusters Score -646149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -646153.312500 Penalty: 4168.618164
	Iteration 50Q: 3 clusters Score -646153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -646156.687500 Penalty: 4168.618164
	Iteration 51Q: 3 clusters Score -646156.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -646161.375000 Penalty: 4168.618164
	Iteration 52Q: 3 clusters Score -646161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -646165.250000 Penalty: 4168.618164
	Iteration 53Q: 3 clusters Score -646165.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -646170.937500 Penalty: 4168.618164
	Iteration 54Q: 3 clusters Score -646170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -646175.125000 Penalty: 4168.618164
	Iteration 55Q: 3 clusters Score -646175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -646178.750000 Penalty: 4168.618164
	Iteration 56Q: 3 clusters Score -646178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -646179.187500 Penalty: 4168.618164
	Iteration 57Q: 3 clusters Score -646179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -646180.125000 Penalty: 4168.618164
	Iteration 58Q: 3 clusters Score -646180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -646180.062500 Penalty: 4168.618164
	Iteration 59Q: 3 clusters Score -646180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -646182.875000 Penalty: 4168.618164
	Iteration 60F: 3 clusters Score -646182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -646186.125000 Penalty: 4168.618164
	Iteration 61Q: 3 clusters Score -646186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -646191.125000 Penalty: 4168.618164
	Iteration 62Q: 3 clusters Score -646191.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -646196.562500 Penalty: 4168.618164
	Iteration 63Q: 3 clusters Score -646196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -646199.375000 Penalty: 4168.618164
	Iteration 64Q: 3 clusters Score -646199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -646201.750000 Penalty: 4168.618164
	Iteration 65Q: 3 clusters Score -646201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -646202.000000 Penalty: 4168.618164
	Iteration 66Q: 3 clusters Score -646202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -646204.125000 Penalty: 4168.618164
	Iteration 67Q: 3 clusters Score -646204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -646206.937500 Penalty: 4168.618164
	Iteration 68Q: 3 clusters Score -646206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -646206.937500 Penalty: 4168.618164
	Iteration 69F: 3 clusters Score -646206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Entering Unmasked Estep 
Score: -2837492.250000 Penalty: 2437.787354
	Iteration 0F: 2 clusters Score -2837492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2824410.500000 Penalty: 4875.574707
	Iteration 0F: 3 clusters Score -2824410 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2828628.000000 Penalty: 4875.574707
	Iteration 1F: 3 clusters Score -2828628 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2829035.000000 Penalty: 4875.574707
	Iteration 2F: 3 clusters Score -2829035 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2829326.500000 Penalty: 4875.574707
	Iteration 3Q: 3 clusters Score -2829326 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2829576.750000 Penalty: 4875.574707
	Iteration 4Q: 3 clusters Score -2829577 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2829813.000000 Penalty: 4875.574707
	Iteration 5Q: 3 clusters Score -2829813 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2830003.500000 Penalty: 4875.574707
	Iteration 6Q: 3 clusters Score -2830004 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2830228.000000 Penalty: 4875.574707
	Iteration 7Q: 3 clusters Score -2830228 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2830458.750000 Penalty: 4875.574707
	Iteration 8Q: 3 clusters Score -2830459 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2830712.250000 Penalty: 4875.574707
	Iteration 9Q: 3 clusters Score -2830712 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2830962.750000 Penalty: 4875.574707
	Iteration 10Q: 3 clusters Score -2830963 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2831202.750000 Penalty: 4875.574707
	Iteration 11Q: 3 clusters Score -2831203 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2831434.500000 Penalty: 4875.574707
	Iteration 12Q: 3 clusters Score -2831434 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2831681.000000 Penalty: 4875.574707
	Iteration 13Q: 3 clusters Score -2831681 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2831994.000000 Penalty: 4875.574707
	Iteration 14Q: 3 clusters Score -2831994 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2832390.250000 Penalty: 4875.574707
	Iteration 15Q: 3 clusters Score -2832390 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2832882.750000 Penalty: 4875.574707
	Iteration 16Q: 3 clusters Score -2832883 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2833431.000000 Penalty: 4875.574707
	Iteration 17Q: 3 clusters Score -2833431 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2834004.500000 Penalty: 4875.574707
	Iteration 18Q: 3 clusters Score -2834004 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2834479.750000 Penalty: 4875.574707
	Iteration 19Q: 3 clusters Score -2834480 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2834805.250000 Penalty: 4875.574707
	Iteration 20F: 3 clusters Score -2834805 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2835052.250000 Penalty: 4875.574707
	Iteration 21Q: 3 clusters Score -2835052 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2835253.750000 Penalty: 4875.574707
	Iteration 22Q: 3 clusters Score -2835254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2835388.250000 Penalty: 4875.574707
	Iteration 23Q: 3 clusters Score -2835388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2835495.000000 Penalty: 4875.574707
	Iteration 24Q: 3 clusters Score -2835495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2835557.250000 Penalty: 4875.574707
	Iteration 25Q: 3 clusters Score -2835557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2835601.000000 Penalty: 4875.574707
	Iteration 26Q: 3 clusters Score -2835601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2835632.250000 Penalty: 4875.574707
	Iteration 27Q: 3 clusters Score -2835632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2835641.250000 Penalty: 4875.574707
	Iteration 28Q: 3 clusters Score -2835641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2835652.000000 Penalty: 4875.574707
	Iteration 29Q: 3 clusters Score -2835652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2835655.750000 Penalty: 4875.574707
	Iteration 30Q: 3 clusters Score -2835656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2835662.750000 Penalty: 4875.574707
	Iteration 31Q: 3 clusters Score -2835663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2835668.250000 Penalty: 4875.574707
	Iteration 32Q: 3 clusters Score -2835668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2835674.500000 Penalty: 4875.574707
	Iteration 33Q: 3 clusters Score -2835674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2835679.000000 Penalty: 4875.574707
	Iteration 34Q: 3 clusters Score -2835679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2835677.000000 Penalty: 4875.574707
	Iteration 35Q: 3 clusters Score -2835677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2835677.000000 Penalty: 4875.574707
	Iteration 36F: 3 clusters Score -2835677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Entering Unmasked Estep 
Score: -26988454.000000 Penalty: 2994.983154
	Iteration 0F: 2 clusters Score -2.698845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -26881268.000000 Penalty: 5989.966309
	Iteration 0F: 3 clusters Score -2.688127e+07 nChanged 84276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -26930186.000000 Penalty: 5989.966309
	Iteration 1F: 3 clusters Score -2.693019e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -26931122.000000 Penalty: 5989.966309
	Iteration 2Q: 3 clusters Score -2.693112e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -26932232.000000 Penalty: 5989.966309
	Iteration 3Q: 3 clusters Score -2.693223e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -26933602.000000 Penalty: 5989.966309
	Iteration 4Q: 3 clusters Score -2.69336e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -26935806.000000 Penalty: 5989.966309
	Iteration 5Q: 3 clusters Score -2.693581e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -26938944.000000 Penalty: 5989.966309
	Iteration 6Q: 3 clusters Score -2.693894e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -26943998.000000 Penalty: 5989.966309
	Iteration 7F: 3 clusters Score -2.6944e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 126128 members 
Entering Unmasked Estep 
Score: -26951478.000000 Penalty: 5989.966309
	Iteration 8F: 3 clusters Score -2.695148e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -26960756.000000 Penalty: 5989.966309
	Iteration 9F: 3 clusters Score -2.696076e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -26968562.000000 Penalty: 5989.966309
	Iteration 10F: 3 clusters Score -2.696856e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 154884 members 
Entering Unmasked Estep 
Score: -26974588.000000 Penalty: 5989.966309
	Iteration 11Q: 3 clusters Score -2.697459e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -26978214.000000 Penalty: 5989.966309
	Iteration 12Q: 3 clusters Score -2.697821e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -26980232.000000 Penalty: 5989.966309
	Iteration 13Q: 3 clusters Score -2.698023e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 163787 members 
Entering Unmasked Estep 
Score: -26981422.000000 Penalty: 5989.966309
	Iteration 14Q: 3 clusters Score -2.698142e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -26982248.000000 Penalty: 5989.966309
	Iteration 15Q: 3 clusters Score -2.698225e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -26982808.000000 Penalty: 5989.966309
	Iteration 16Q: 3 clusters Score -2.698281e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -26983400.000000 Penalty: 5989.966309
	Iteration 17Q: 3 clusters Score -2.69834e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 168192 members 
Entering Unmasked Estep 
Score: -26983734.000000 Penalty: 5989.966309
	Iteration 18Q: 3 clusters Score -2.698373e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 168774 members 
Entering Unmasked Estep 
Score: -26984094.000000 Penalty: 5989.966309
	Iteration 19Q: 3 clusters Score -2.698409e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 169266 members 
Entering Unmasked Estep 
Score: -26984276.000000 Penalty: 5989.966309
	Iteration 20F: 3 clusters Score -2.698428e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 169724 members 
Entering Unmasked Estep 
Score: -26984484.000000 Penalty: 5989.966309
	Iteration 21Q: 3 clusters Score -2.698448e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 170096 members 
Entering Unmasked Estep 
Score: -26984714.000000 Penalty: 5989.966309
	Iteration 22Q: 3 clusters Score -2.698471e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 170402 members 
Entering Unmasked Estep 
Score: -26984896.000000 Penalty: 5989.966309
	Iteration 23Q: 3 clusters Score -2.69849e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -26984974.000000 Penalty: 5989.966309
	Iteration 24Q: 3 clusters Score -2.698497e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 170883 members 
Entering Unmasked Estep 
Score: -26985108.000000 Penalty: 5989.966309
	Iteration 25Q: 3 clusters Score -2.698511e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 171047 members 
Entering Unmasked Estep 
Score: -26985302.000000 Penalty: 5989.966309
	Iteration 26Q: 3 clusters Score -2.69853e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -26985390.000000 Penalty: 5989.966309
	Iteration 27Q: 3 clusters Score -2.698539e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -26985422.000000 Penalty: 5989.966309
	Iteration 28Q: 3 clusters Score -2.698542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -26985488.000000 Penalty: 5989.966309
	Iteration 29Q: 3 clusters Score -2.698549e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -26985566.000000 Penalty: 5989.966309
	Iteration 30Q: 3 clusters Score -2.698557e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -26985590.000000 Penalty: 5989.966309
	Iteration 31Q: 3 clusters Score -2.698559e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -26985604.000000 Penalty: 5989.966309
	Iteration 32Q: 3 clusters Score -2.69856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -26985642.000000 Penalty: 5989.966309
	Iteration 33Q: 3 clusters Score -2.698564e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -26985648.000000 Penalty: 5989.966309
	Iteration 34Q: 3 clusters Score -2.698565e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -26985696.000000 Penalty: 5989.966309
	Iteration 35Q: 3 clusters Score -2.69857e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 171877 members 
Entering Unmasked Estep 
Score: -26985720.000000 Penalty: 5989.966309
	Iteration 36Q: 3 clusters Score -2.698572e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -26985688.000000 Penalty: 5989.966309
	Iteration 37Q: 3 clusters Score -2.698569e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -26985722.000000 Penalty: 5989.966309
	Iteration 38Q: 3 clusters Score -2.698572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -26985750.000000 Penalty: 5989.966309
	Iteration 39Q: 3 clusters Score -2.698575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -26985752.000000 Penalty: 5989.966309
	Iteration 40F: 3 clusters Score -2.698575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -26985750.000000 Penalty: 5989.966309
	Iteration 41Q: 3 clusters Score -2.698575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -26985770.000000 Penalty: 5989.966309
	Iteration 42Q: 3 clusters Score -2.698577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -26985770.000000 Penalty: 5989.966309
	Iteration 43Q: 3 clusters Score -2.698577e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -26985746.000000 Penalty: 5989.966309
	Iteration 44Q: 3 clusters Score -2.698575e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 172135 members 
Entering Unmasked Estep 
Score: -26985762.000000 Penalty: 5989.966309
	Iteration 45Q: 3 clusters Score -2.698576e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -26985762.000000 Penalty: 5989.966309
	Iteration 46Q: 3 clusters Score -2.698576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 172197 members 
Entering Unmasked Estep 
Score: -26985766.000000 Penalty: 5989.966309
	Iteration 47Q: 3 clusters Score -2.698577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 172230 members 
Entering Unmasked Estep 
Score: -26985770.000000 Penalty: 5989.966309
	Iteration 48Q: 3 clusters Score -2.698577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 172266 members 
Entering Unmasked Estep 
Score: -26985784.000000 Penalty: 5989.966309
	Iteration 49Q: 3 clusters Score -2.698578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -26985786.000000 Penalty: 5989.966309
	Iteration 50Q: 3 clusters Score -2.698579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 172317 members 
Entering Unmasked Estep 
Score: -26985830.000000 Penalty: 5989.966309
	Iteration 51Q: 3 clusters Score -2.698583e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -26985856.000000 Penalty: 5989.966309
	Iteration 52Q: 3 clusters Score -2.698586e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 172377 members 
Entering Unmasked Estep 
Score: -26985856.000000 Penalty: 5989.966309
	Iteration 53Q: 3 clusters Score -2.698586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -26985864.000000 Penalty: 5989.966309
	Iteration 54Q: 3 clusters Score -2.698586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -26985910.000000 Penalty: 5989.966309
	Iteration 55Q: 3 clusters Score -2.698591e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -26985868.000000 Penalty: 5989.966309
	Iteration 56Q: 3 clusters Score -2.698587e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -26985898.000000 Penalty: 5989.966309
	Iteration 57Q: 3 clusters Score -2.69859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 172515 members 
Entering Unmasked Estep 
Score: -26985882.000000 Penalty: 5989.966309
	Iteration 58Q: 3 clusters Score -2.698588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 172524 members 
Entering Unmasked Estep 
Score: -26985890.000000 Penalty: 5989.966309
	Iteration 59Q: 3 clusters Score -2.698589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 172536 members 
Entering Unmasked Estep 
Score: -26985904.000000 Penalty: 5989.966309
	Iteration 60F: 3 clusters Score -2.69859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -26985916.000000 Penalty: 5989.966309
	Iteration 61Q: 3 clusters Score -2.698592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 172559 members 
Entering Unmasked Estep 
Score: -26985934.000000 Penalty: 5989.966309
	Iteration 62Q: 3 clusters Score -2.698593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 172565 members 
Entering Unmasked Estep 
Score: -26985938.000000 Penalty: 5989.966309
	Iteration 63Q: 3 clusters Score -2.698594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 172571 members 
Entering Unmasked Estep 
Score: -26985924.000000 Penalty: 5989.966309
	Iteration 64Q: 3 clusters Score -2.698592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -26985924.000000 Penalty: 5989.966309
	Iteration 65Q: 3 clusters Score -2.698592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 172573 members 
Entering Unmasked Estep 
Score: -26985924.000000 Penalty: 5989.966309
	Iteration 66F: 3 clusters Score -2.698592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Entering Unmasked Estep 
Score: -5599054.000000 Penalty: 2608.449951
	Iteration 0F: 2 clusters Score -5599054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5573954.000000 Penalty: 5216.899902
	Iteration 0F: 3 clusters Score -5573954 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5583341.500000 Penalty: 5216.899902
	Iteration 1F: 3 clusters Score -5583342 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5584045.000000 Penalty: 5216.899902
	Iteration 2Q: 3 clusters Score -5584045 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5584840.500000 Penalty: 5216.899902
	Iteration 3Q: 3 clusters Score -5584840 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5585613.000000 Penalty: 5216.899902
	Iteration 4F: 3 clusters Score -5585613 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5586394.000000 Penalty: 5216.899902
	Iteration 5Q: 3 clusters Score -5586394 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5587124.000000 Penalty: 5216.899902
	Iteration 6Q: 3 clusters Score -5587124 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5587868.000000 Penalty: 5216.899902
	Iteration 7Q: 3 clusters Score -5587868 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5588634.500000 Penalty: 5216.899902
	Iteration 8Q: 3 clusters Score -5588634 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5589464.500000 Penalty: 5216.899902
	Iteration 9Q: 3 clusters Score -5589464 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5590394.500000 Penalty: 5216.899902
	Iteration 10Q: 3 clusters Score -5590394 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -5591405.000000 Penalty: 5216.899902
	Iteration 11Q: 3 clusters Score -5591405 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -5592442.000000 Penalty: 5216.899902
	Iteration 12Q: 3 clusters Score -5592442 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -5593468.500000 Penalty: 5216.899902
	Iteration 13Q: 3 clusters Score -5593468 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5594341.500000 Penalty: 5216.899902
	Iteration 14Q: 3 clusters Score -5594342 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5595107.500000 Penalty: 5216.899902
	Iteration 15Q: 3 clusters Score -5595108 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5595656.500000 Penalty: 5216.899902
	Iteration 16Q: 3 clusters Score -5595656 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5596110.500000 Penalty: 5216.899902
	Iteration 17Q: 3 clusters Score -5596110 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5596390.500000 Penalty: 5216.899902
	Iteration 18Q: 3 clusters Score -5596390 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5596537.000000 Penalty: 5216.899902
	Iteration 19Q: 3 clusters Score -5596537 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5596637.500000 Penalty: 5216.899902
	Iteration 20F: 3 clusters Score -5596638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5596699.500000 Penalty: 5216.899902
	Iteration 21Q: 3 clusters Score -5596700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5596719.500000 Penalty: 5216.899902
	Iteration 22Q: 3 clusters Score -5596720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5596763.500000 Penalty: 5216.899902
	Iteration 23Q: 3 clusters Score -5596764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5596779.000000 Penalty: 5216.899902
	Iteration 24Q: 3 clusters Score -5596779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5596792.000000 Penalty: 5216.899902
	Iteration 25Q: 3 clusters Score -5596792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5596801.500000 Penalty: 5216.899902
	Iteration 26Q: 3 clusters Score -5596802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5596822.000000 Penalty: 5216.899902
	Iteration 27Q: 3 clusters Score -5596822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5596834.000000 Penalty: 5216.899902
	Iteration 28Q: 3 clusters Score -5596834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5596842.500000 Penalty: 5216.899902
	Iteration 29Q: 3 clusters Score -5596842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5596847.000000 Penalty: 5216.899902
	Iteration 30Q: 3 clusters Score -5596847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5596861.000000 Penalty: 5216.899902
	Iteration 31Q: 3 clusters Score -5596861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5596853.000000 Penalty: 5216.899902
	Iteration 32Q: 3 clusters Score -5596853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5596854.500000 Penalty: 5216.899902
	Iteration 33Q: 3 clusters Score -5596854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5596857.000000 Penalty: 5216.899902
	Iteration 34Q: 3 clusters Score -5596857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5596865.000000 Penalty: 5216.899902
	Iteration 35Q: 3 clusters Score -5596865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5596866.000000 Penalty: 5216.899902
	Iteration 36Q: 3 clusters Score -5596866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5596876.500000 Penalty: 5216.899902
	Iteration 37Q: 3 clusters Score -5596876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5596878.000000 Penalty: 5216.899902
	Iteration 38Q: 3 clusters Score -5596878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5596881.500000 Penalty: 5216.899902
	Iteration 39Q: 3 clusters Score -5596882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5596884.000000 Penalty: 5216.899902
	Iteration 40F: 3 clusters Score -5596884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5596886.000000 Penalty: 5216.899902
	Iteration 41Q: 3 clusters Score -5596886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5596890.000000 Penalty: 5216.899902
	Iteration 42Q: 3 clusters Score -5596890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5596889.000000 Penalty: 5216.899902
	Iteration 43Q: 3 clusters Score -5596889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5596889.500000 Penalty: 5216.899902
	Iteration 44Q: 3 clusters Score -5596890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5596892.500000 Penalty: 5216.899902
	Iteration 45Q: 3 clusters Score -5596892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5596893.000000 Penalty: 5216.899902
	Iteration 46Q: 3 clusters Score -5596893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5596893.000000 Penalty: 5216.899902
	Iteration 47F: 3 clusters Score -5596893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -135153.750000 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -135153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -133455.750000 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -133455.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134122.765625 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -134122.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -134499.734375 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -134499.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134706.390625 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -134706.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -134855.468750 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -134855.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134947.203125 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -134947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135032.828125 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -135032.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -135127.562500 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -135127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -135185.703125 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -135185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135204.468750 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -135204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -135211.421875 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -135211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -135218.312500 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -135218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -135228.687500 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -135228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135238.421875 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -135238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135240.906250 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -135240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135240.906250 Penalty: 3427.732422
	Iteration 15F: 3 clusters Score -135240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 828 members 
Entering Unmasked Estep 
Score: -104160512.000000 Penalty: 113455.515625
Splitting cluster 7 changes total score from -104162232.000000 to -104160512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88236.242188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88236.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86771.007812 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86771.01 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87136.945312 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87136.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87258.046875 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -87258.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87358.968750 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -87358.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87406.445312 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -87406.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87433.171875 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -87433.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87470.640625 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -87470.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87493.468750 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -87493.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87523.062500 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -87523.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87540.335938 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -87540.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87543.992188 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -87543.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87547.203125 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -87547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87547.203125 Penalty: 3274.210205
	Iteration 12F: 3 clusters Score -87547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Entering Unmasked Estep 
Score: -1939992.625000 Penalty: 2365.813721
	Iteration 0F: 2 clusters Score -1939993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1929897.875000 Penalty: 4731.627441
	Iteration 0F: 3 clusters Score -1929898 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1933228.500000 Penalty: 4731.627441
	Iteration 1F: 3 clusters Score -1933228 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1933770.875000 Penalty: 4731.627441
	Iteration 2F: 3 clusters Score -1933771 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1934246.625000 Penalty: 4731.627441
	Iteration 3F: 3 clusters Score -1934247 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1934821.250000 Penalty: 4731.627441
	Iteration 4F: 3 clusters Score -1934821 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1935500.000000 Penalty: 4731.627441
	Iteration 5F: 3 clusters Score -1935500 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1936049.250000 Penalty: 4731.627441
	Iteration 6F: 3 clusters Score -1936049 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1936527.875000 Penalty: 4731.627441
	Iteration 7F: 3 clusters Score -1936528 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1936874.125000 Penalty: 4731.627441
	Iteration 8Q: 3 clusters Score -1936874 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1937106.000000 Penalty: 4731.627441
	Iteration 9Q: 3 clusters Score -1937106 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1937276.250000 Penalty: 4731.627441
	Iteration 10Q: 3 clusters Score -1937276 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1937430.500000 Penalty: 4731.627441
	Iteration 11Q: 3 clusters Score -1937430 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1937551.125000 Penalty: 4731.627441
	Iteration 12Q: 3 clusters Score -1937551 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1937633.000000 Penalty: 4731.627441
	Iteration 13Q: 3 clusters Score -1937633 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1937711.000000 Penalty: 4731.627441
	Iteration 14Q: 3 clusters Score -1937711 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1937764.500000 Penalty: 4731.627441
	Iteration 15Q: 3 clusters Score -1937764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1937805.875000 Penalty: 4731.627441
	Iteration 16Q: 3 clusters Score -1937806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1937855.125000 Penalty: 4731.627441
	Iteration 17Q: 3 clusters Score -1937855 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1937904.250000 Penalty: 4731.627441
	Iteration 18Q: 3 clusters Score -1937904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1937950.375000 Penalty: 4731.627441
	Iteration 19Q: 3 clusters Score -1937950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1937984.750000 Penalty: 4731.627441
	Iteration 20F: 3 clusters Score -1937985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1938020.625000 Penalty: 4731.627441
	Iteration 21Q: 3 clusters Score -1938021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1938036.875000 Penalty: 4731.627441
	Iteration 22Q: 3 clusters Score -1938037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1938066.750000 Penalty: 4731.627441
	Iteration 23Q: 3 clusters Score -1938067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1938077.125000 Penalty: 4731.627441
	Iteration 24Q: 3 clusters Score -1938077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1938094.875000 Penalty: 4731.627441
	Iteration 25Q: 3 clusters Score -1938095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1938111.000000 Penalty: 4731.627441
	Iteration 26Q: 3 clusters Score -1938111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1938120.500000 Penalty: 4731.627441
	Iteration 27Q: 3 clusters Score -1938120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1938129.250000 Penalty: 4731.627441
	Iteration 28Q: 3 clusters Score -1938129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1938135.750000 Penalty: 4731.627441
	Iteration 29Q: 3 clusters Score -1938136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1938139.625000 Penalty: 4731.627441
	Iteration 30Q: 3 clusters Score -1938140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1938145.750000 Penalty: 4731.627441
	Iteration 31Q: 3 clusters Score -1938146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1938160.500000 Penalty: 4731.627441
	Iteration 32Q: 3 clusters Score -1938160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1938169.500000 Penalty: 4731.627441
	Iteration 33Q: 3 clusters Score -1938170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1938177.750000 Penalty: 4731.627441
	Iteration 34Q: 3 clusters Score -1938178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1938185.250000 Penalty: 4731.627441
	Iteration 35Q: 3 clusters Score -1938185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1938204.875000 Penalty: 4731.627441
	Iteration 36Q: 3 clusters Score -1938205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1938214.500000 Penalty: 4731.627441
	Iteration 37Q: 3 clusters Score -1938214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1938229.375000 Penalty: 4731.627441
	Iteration 38Q: 3 clusters Score -1938229 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1938251.125000 Penalty: 4731.627441
	Iteration 39Q: 3 clusters Score -1938251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1938274.375000 Penalty: 4731.627441
	Iteration 40F: 3 clusters Score -1938274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1938287.875000 Penalty: 4731.627441
	Iteration 41Q: 3 clusters Score -1938288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1938307.750000 Penalty: 4731.627441
	Iteration 42Q: 3 clusters Score -1938308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1938335.875000 Penalty: 4731.627441
	Iteration 43Q: 3 clusters Score -1938336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1938350.250000 Penalty: 4731.627441
	Iteration 44Q: 3 clusters Score -1938350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1938359.000000 Penalty: 4731.627441
	Iteration 45Q: 3 clusters Score -1938359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1938373.375000 Penalty: 4731.627441
	Iteration 46Q: 3 clusters Score -1938373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1938384.125000 Penalty: 4731.627441
	Iteration 47Q: 3 clusters Score -1938384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1938393.750000 Penalty: 4731.627441
	Iteration 48Q: 3 clusters Score -1938394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1938404.375000 Penalty: 4731.627441
	Iteration 49Q: 3 clusters Score -1938404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1938416.625000 Penalty: 4731.627441
	Iteration 50Q: 3 clusters Score -1938417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1938427.875000 Penalty: 4731.627441
	Iteration 51Q: 3 clusters Score -1938428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1938441.375000 Penalty: 4731.627441
	Iteration 52Q: 3 clusters Score -1938441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1938451.500000 Penalty: 4731.627441
	Iteration 53Q: 3 clusters Score -1938452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1938471.250000 Penalty: 4731.627441
	Iteration 54Q: 3 clusters Score -1938471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1938482.625000 Penalty: 4731.627441
	Iteration 55Q: 3 clusters Score -1938483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1938497.500000 Penalty: 4731.627441
	Iteration 56Q: 3 clusters Score -1938498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1938515.625000 Penalty: 4731.627441
	Iteration 57Q: 3 clusters Score -1938516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1938524.875000 Penalty: 4731.627441
	Iteration 58Q: 3 clusters Score -1938525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1938539.875000 Penalty: 4731.627441
	Iteration 59Q: 3 clusters Score -1938540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1938552.125000 Penalty: 4731.627441
	Iteration 60F: 3 clusters Score -1938552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1938568.625000 Penalty: 4731.627441
	Iteration 61Q: 3 clusters Score -1938569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1938586.375000 Penalty: 4731.627441
	Iteration 62Q: 3 clusters Score -1938586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1938590.375000 Penalty: 4731.627441
	Iteration 63Q: 3 clusters Score -1938590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1938602.250000 Penalty: 4731.627441
	Iteration 64Q: 3 clusters Score -1938602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1938615.375000 Penalty: 4731.627441
	Iteration 65Q: 3 clusters Score -1938615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1938625.375000 Penalty: 4731.627441
	Iteration 66Q: 3 clusters Score -1938625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1938627.875000 Penalty: 4731.627441
	Iteration 67Q: 3 clusters Score -1938628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1938634.250000 Penalty: 4731.627441
	Iteration 68Q: 3 clusters Score -1938634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1938641.000000 Penalty: 4731.627441
	Iteration 69Q: 3 clusters Score -1938641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1938652.125000 Penalty: 4731.627441
	Iteration 70Q: 3 clusters Score -1938652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1938659.500000 Penalty: 4731.627441
	Iteration 71Q: 3 clusters Score -1938660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1938663.625000 Penalty: 4731.627441
	Iteration 72Q: 3 clusters Score -1938664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1938666.250000 Penalty: 4731.627441
	Iteration 73Q: 3 clusters Score -1938666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1938679.750000 Penalty: 4731.627441
	Iteration 74Q: 3 clusters Score -1938680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1938680.250000 Penalty: 4731.627441
	Iteration 75Q: 3 clusters Score -1938680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1938691.500000 Penalty: 4731.627441
	Iteration 76Q: 3 clusters Score -1938692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1938696.250000 Penalty: 4731.627441
	Iteration 77Q: 3 clusters Score -1938696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1938709.625000 Penalty: 4731.627441
	Iteration 78Q: 3 clusters Score -1938710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1938717.875000 Penalty: 4731.627441
	Iteration 79Q: 3 clusters Score -1938718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1938729.125000 Penalty: 4731.627441
	Iteration 80F: 3 clusters Score -1938729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1938737.125000 Penalty: 4731.627441
	Iteration 81Q: 3 clusters Score -1938737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1938750.375000 Penalty: 4731.627441
	Iteration 82Q: 3 clusters Score -1938750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1938764.875000 Penalty: 4731.627441
	Iteration 83Q: 3 clusters Score -1938765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1938773.000000 Penalty: 4731.627441
	Iteration 84Q: 3 clusters Score -1938773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1938787.875000 Penalty: 4731.627441
	Iteration 85Q: 3 clusters Score -1938788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1938799.375000 Penalty: 4731.627441
	Iteration 86Q: 3 clusters Score -1938799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1938808.750000 Penalty: 4731.627441
	Iteration 87Q: 3 clusters Score -1938809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1938819.875000 Penalty: 4731.627441
	Iteration 88Q: 3 clusters Score -1938820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1938834.125000 Penalty: 4731.627441
	Iteration 89Q: 3 clusters Score -1938834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1938855.375000 Penalty: 4731.627441
	Iteration 90Q: 3 clusters Score -1938855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1938866.125000 Penalty: 4731.627441
	Iteration 91Q: 3 clusters Score -1938866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1938879.250000 Penalty: 4731.627441
	Iteration 92Q: 3 clusters Score -1938879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1938890.750000 Penalty: 4731.627441
	Iteration 93Q: 3 clusters Score -1938891 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1938901.250000 Penalty: 4731.627441
	Iteration 94Q: 3 clusters Score -1938901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1938908.875000 Penalty: 4731.627441
	Iteration 95Q: 3 clusters Score -1938909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1938913.875000 Penalty: 4731.627441
	Iteration 96Q: 3 clusters Score -1938914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1938923.500000 Penalty: 4731.627441
	Iteration 97Q: 3 clusters Score -1938924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1938926.250000 Penalty: 4731.627441
	Iteration 98Q: 3 clusters Score -1938926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1938927.375000 Penalty: 4731.627441
	Iteration 99Q: 3 clusters Score -1938927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1938932.500000 Penalty: 4731.627441
	Iteration 100F: 3 clusters Score -1938932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1938935.375000 Penalty: 4731.627441
	Iteration 101Q: 3 clusters Score -1938935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1938937.750000 Penalty: 4731.627441
	Iteration 102Q: 3 clusters Score -1938938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1938943.625000 Penalty: 4731.627441
	Iteration 103Q: 3 clusters Score -1938944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1938948.875000 Penalty: 4731.627441
	Iteration 104Q: 3 clusters Score -1938949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1938945.750000 Penalty: 4731.627441
	Iteration 105Q: 3 clusters Score -1938946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1938945.875000 Penalty: 4731.627441
	Iteration 106Q: 3 clusters Score -1938946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1938955.125000 Penalty: 4731.627441
	Iteration 107Q: 3 clusters Score -1938955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1938957.625000 Penalty: 4731.627441
	Iteration 108Q: 3 clusters Score -1938958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1938956.375000 Penalty: 4731.627441
	Iteration 109Q: 3 clusters Score -1938956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1938963.625000 Penalty: 4731.627441
	Iteration 110Q: 3 clusters Score -1938964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1938963.250000 Penalty: 4731.627441
	Iteration 111Q: 3 clusters Score -1938963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1938967.000000 Penalty: 4731.627441
	Iteration 112Q: 3 clusters Score -1938967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1938966.000000 Penalty: 4731.627441
	Iteration 113Q: 3 clusters Score -1938966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1938967.250000 Penalty: 4731.627441
	Iteration 114Q: 3 clusters Score -1938967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1938965.875000 Penalty: 4731.627441
	Iteration 115Q: 3 clusters Score -1938966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1938969.250000 Penalty: 4731.627441
	Iteration 116Q: 3 clusters Score -1938969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1938968.250000 Penalty: 4731.627441
	Iteration 117Q: 3 clusters Score -1938968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1938966.125000 Penalty: 4731.627441
	Iteration 118Q: 3 clusters Score -1938966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1938967.250000 Penalty: 4731.627441
	Iteration 119Q: 3 clusters Score -1938967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1938969.875000 Penalty: 4731.627441
	Iteration 120F: 3 clusters Score -1938970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1938972.000000 Penalty: 4731.627441
	Iteration 121Q: 3 clusters Score -1938972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1938970.750000 Penalty: 4731.627441
	Iteration 122Q: 3 clusters Score -1938971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1938970.750000 Penalty: 4731.627441
	Iteration 123F: 3 clusters Score -1938971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -2296993.000000 Penalty: 2386.712158
	Iteration 0F: 2 clusters Score -2296993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2286051.500000 Penalty: 4773.424316
	Iteration 0F: 3 clusters Score -2286052 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2289405.000000 Penalty: 4773.424316
	Iteration 1F: 3 clusters Score -2289405 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2289833.750000 Penalty: 4773.424316
	Iteration 2F: 3 clusters Score -2289834 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2290310.250000 Penalty: 4773.424316
	Iteration 3F: 3 clusters Score -2290310 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2291013.500000 Penalty: 4773.424316
	Iteration 4F: 3 clusters Score -2291014 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2292001.000000 Penalty: 4773.424316
	Iteration 5F: 3 clusters Score -2292001 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2293154.500000 Penalty: 4773.424316
	Iteration 6F: 3 clusters Score -2293154 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2294193.750000 Penalty: 4773.424316
	Iteration 7F: 3 clusters Score -2294194 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2295000.250000 Penalty: 4773.424316
	Iteration 8F: 3 clusters Score -2295000 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2295590.500000 Penalty: 4773.424316
	Iteration 9Q: 3 clusters Score -2295590 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2296065.250000 Penalty: 4773.424316
	Iteration 10Q: 3 clusters Score -2296065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2296264.250000 Penalty: 4773.424316
	Iteration 11Q: 3 clusters Score -2296264 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2296383.250000 Penalty: 4773.424316
	Iteration 12Q: 3 clusters Score -2296383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2296455.750000 Penalty: 4773.424316
	Iteration 13Q: 3 clusters Score -2296456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2296504.250000 Penalty: 4773.424316
	Iteration 14Q: 3 clusters Score -2296504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2296542.250000 Penalty: 4773.424316
	Iteration 15Q: 3 clusters Score -2296542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2296564.250000 Penalty: 4773.424316
	Iteration 16Q: 3 clusters Score -2296564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2296584.000000 Penalty: 4773.424316
	Iteration 17Q: 3 clusters Score -2296584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2296596.500000 Penalty: 4773.424316
	Iteration 18Q: 3 clusters Score -2296596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2296606.500000 Penalty: 4773.424316
	Iteration 19Q: 3 clusters Score -2296606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2296618.250000 Penalty: 4773.424316
	Iteration 20F: 3 clusters Score -2296618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2296625.750000 Penalty: 4773.424316
	Iteration 21Q: 3 clusters Score -2296626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2296630.500000 Penalty: 4773.424316
	Iteration 22Q: 3 clusters Score -2296630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2296631.250000 Penalty: 4773.424316
	Iteration 23Q: 3 clusters Score -2296631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2296636.500000 Penalty: 4773.424316
	Iteration 24Q: 3 clusters Score -2296636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2296632.000000 Penalty: 4773.424316
	Iteration 25Q: 3 clusters Score -2296632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2296633.500000 Penalty: 4773.424316
	Iteration 26Q: 3 clusters Score -2296634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2296631.250000 Penalty: 4773.424316
	Iteration 27Q: 3 clusters Score -2296631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2296632.500000 Penalty: 4773.424316
	Iteration 28Q: 3 clusters Score -2296632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2296633.250000 Penalty: 4773.424316
	Iteration 29Q: 3 clusters Score -2296633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2296633.250000 Penalty: 4773.424316
	Iteration 30F: 3 clusters Score -2296633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85714.164062 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85714.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85972.617188 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85972.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86144.703125 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86144.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86280.765625 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -86280.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86387.695312 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86475.929688 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86475.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86547.960938 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86547.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -86620.976562 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86620.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86685.828125 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86685.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86752.664062 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86752.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86808.375000 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86808.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86878.843750 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -86878.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86969.312500 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -86969.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87095.234375 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -87095.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -87216.062500 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -87216.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87345.257812 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -87345.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87364.632812 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -87364.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87385.812500 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -87385.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87388.390625 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -87388.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -87388.390625 Penalty: 3194.709473
	Iteration 19F: 3 clusters Score -87388.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 349 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 278 members 
Entering Unmasked Estep 
Score: -104160688.000000 Penalty: 113455.515625
Splitting cluster 11 changes total score from -104162232.000000 to -104160688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -348265.062500 Penalty: 1937.870972
	Iteration 0F: 2 clusters Score -348265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -345343.406250 Penalty: 3875.741943
	Iteration 0F: 3 clusters Score -345343.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -346050.031250 Penalty: 3875.741943
	Iteration 1F: 3 clusters Score -346050 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -346314.250000 Penalty: 3875.741943
	Iteration 2F: 3 clusters Score -346314.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -346582.312500 Penalty: 3875.741943
	Iteration 3F: 3 clusters Score -346582.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -346797.062500 Penalty: 3875.741943
	Iteration 4F: 3 clusters Score -346797.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -346935.656250 Penalty: 3875.741943
	Iteration 5Q: 3 clusters Score -346935.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -347044.062500 Penalty: 3875.741943
	Iteration 6Q: 3 clusters Score -347044.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -347120.500000 Penalty: 3875.741943
	Iteration 7Q: 3 clusters Score -347120.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -347182.312500 Penalty: 3875.741943
	Iteration 8Q: 3 clusters Score -347182.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -347238.000000 Penalty: 3875.741943
	Iteration 9Q: 3 clusters Score -347238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -347282.875000 Penalty: 3875.741943
	Iteration 10Q: 3 clusters Score -347282.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -347330.906250 Penalty: 3875.741943
	Iteration 11Q: 3 clusters Score -347330.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -347356.406250 Penalty: 3875.741943
	Iteration 12Q: 3 clusters Score -347356.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -347382.062500 Penalty: 3875.741943
	Iteration 13Q: 3 clusters Score -347382.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -347393.812500 Penalty: 3875.741943
	Iteration 14Q: 3 clusters Score -347393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347416.187500 Penalty: 3875.741943
	Iteration 15Q: 3 clusters Score -347416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347431.531250 Penalty: 3875.741943
	Iteration 16Q: 3 clusters Score -347431.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347441.906250 Penalty: 3875.741943
	Iteration 17Q: 3 clusters Score -347441.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347451.468750 Penalty: 3875.741943
	Iteration 18Q: 3 clusters Score -347451.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -347458.718750 Penalty: 3875.741943
	Iteration 19Q: 3 clusters Score -347458.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -347468.500000 Penalty: 3875.741943
	Iteration 20F: 3 clusters Score -347468.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -347477.218750 Penalty: 3875.741943
	Iteration 21Q: 3 clusters Score -347477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -347484.125000 Penalty: 3875.741943
	Iteration 22Q: 3 clusters Score -347484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -347489.000000 Penalty: 3875.741943
	Iteration 23Q: 3 clusters Score -347489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -347493.468750 Penalty: 3875.741943
	Iteration 24Q: 3 clusters Score -347493.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -347501.562500 Penalty: 3875.741943
	Iteration 25Q: 3 clusters Score -347501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -347506.375000 Penalty: 3875.741943
	Iteration 26Q: 3 clusters Score -347506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -347511.562500 Penalty: 3875.741943
	Iteration 27Q: 3 clusters Score -347511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -347515.500000 Penalty: 3875.741943
	Iteration 28Q: 3 clusters Score -347515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -347517.718750 Penalty: 3875.741943
	Iteration 29Q: 3 clusters Score -347517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -347518.437500 Penalty: 3875.741943
	Iteration 30Q: 3 clusters Score -347518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -347518.312500 Penalty: 3875.741943
	Iteration 31Q: 3 clusters Score -347518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -347519.531250 Penalty: 3875.741943
	Iteration 32Q: 3 clusters Score -347519.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347520.156250 Penalty: 3875.741943
	Iteration 33Q: 3 clusters Score -347520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347520.156250 Penalty: 3875.741943
	Iteration 34F: 3 clusters Score -347520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Entering Unmasked Estep 
Score: -904981.750000 Penalty: 2163.643799
	Iteration 0F: 2 clusters Score -904981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -899759.312500 Penalty: 4327.287598
	Iteration 0F: 3 clusters Score -899759.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -901139.250000 Penalty: 4327.287598
	Iteration 1F: 3 clusters Score -901139.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -901426.062500 Penalty: 4327.287598
	Iteration 2F: 3 clusters Score -901426.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -901658.750000 Penalty: 4327.287598
	Iteration 3F: 3 clusters Score -901658.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -901847.375000 Penalty: 4327.287598
	Iteration 4Q: 3 clusters Score -901847.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -902011.187500 Penalty: 4327.287598
	Iteration 5Q: 3 clusters Score -902011.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -902195.812500 Penalty: 4327.287598
	Iteration 6Q: 3 clusters Score -902195.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -902396.937500 Penalty: 4327.287598
	Iteration 7Q: 3 clusters Score -902396.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -902597.625000 Penalty: 4327.287598
	Iteration 8Q: 3 clusters Score -902597.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -902813.875000 Penalty: 4327.287598
	Iteration 9Q: 3 clusters Score -902813.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -903037.750000 Penalty: 4327.287598
	Iteration 10Q: 3 clusters Score -903037.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -903265.687500 Penalty: 4327.287598
	Iteration 11Q: 3 clusters Score -903265.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -903506.125000 Penalty: 4327.287598
	Iteration 12Q: 3 clusters Score -903506.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -903676.562500 Penalty: 4327.287598
	Iteration 13Q: 3 clusters Score -903676.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -903791.375000 Penalty: 4327.287598
	Iteration 14Q: 3 clusters Score -903791.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -903873.250000 Penalty: 4327.287598
	Iteration 15Q: 3 clusters Score -903873.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -903939.750000 Penalty: 4327.287598
	Iteration 16Q: 3 clusters Score -903939.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -903973.625000 Penalty: 4327.287598
	Iteration 17Q: 3 clusters Score -903973.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -904007.500000 Penalty: 4327.287598
	Iteration 18Q: 3 clusters Score -904007.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -904031.187500 Penalty: 4327.287598
	Iteration 19Q: 3 clusters Score -904031.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -904049.812500 Penalty: 4327.287598
	Iteration 20F: 3 clusters Score -904049.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -904065.250000 Penalty: 4327.287598
	Iteration 21Q: 3 clusters Score -904065.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -904078.750000 Penalty: 4327.287598
	Iteration 22Q: 3 clusters Score -904078.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -904086.750000 Penalty: 4327.287598
	Iteration 23Q: 3 clusters Score -904086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -904093.187500 Penalty: 4327.287598
	Iteration 24Q: 3 clusters Score -904093.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -904097.812500 Penalty: 4327.287598
	Iteration 25Q: 3 clusters Score -904097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -904100.750000 Penalty: 4327.287598
	Iteration 26Q: 3 clusters Score -904100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -904104.937500 Penalty: 4327.287598
	Iteration 27Q: 3 clusters Score -904104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -904105.437500 Penalty: 4327.287598
	Iteration 28Q: 3 clusters Score -904105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -904104.750000 Penalty: 4327.287598
	Iteration 29Q: 3 clusters Score -904104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -904107.687500 Penalty: 4327.287598
	Iteration 30Q: 3 clusters Score -904107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -904110.562500 Penalty: 4327.287598
	Iteration 31Q: 3 clusters Score -904110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -904113.187500 Penalty: 4327.287598
	Iteration 32Q: 3 clusters Score -904113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -904113.937500 Penalty: 4327.287598
	Iteration 33Q: 3 clusters Score -904113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -904114.187500 Penalty: 4327.287598
	Iteration 34Q: 3 clusters Score -904114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -904115.500000 Penalty: 4327.287598
	Iteration 35Q: 3 clusters Score -904115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -904115.000000 Penalty: 4327.287598
	Iteration 36Q: 3 clusters Score -904115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -904115.312500 Penalty: 4327.287598
	Iteration 37Q: 3 clusters Score -904115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -904115.750000 Penalty: 4327.287598
	Iteration 38Q: 3 clusters Score -904115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -904115.625000 Penalty: 4327.287598
	Iteration 39Q: 3 clusters Score -904115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -904115.625000 Penalty: 4327.287598
	Iteration 40F: 3 clusters Score -904115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -599670.562500 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -599670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -595749.687500 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -595749.7 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -596570.750000 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -596570.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -596812.125000 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -596812.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -597026.875000 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -597026.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -597225.000000 Penalty: 4122.087891
	Iteration 4F: 3 clusters Score -597225 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -597433.250000 Penalty: 4122.087891
	Iteration 5Q: 3 clusters Score -597433.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -597622.750000 Penalty: 4122.087891
	Iteration 6Q: 3 clusters Score -597622.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -597826.500000 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -597826.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -598097.625000 Penalty: 4122.087891
	Iteration 8F: 3 clusters Score -598097.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -598358.625000 Penalty: 4122.087891
	Iteration 9F: 3 clusters Score -598358.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -598542.875000 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -598542.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -598648.937500 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -598648.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -598720.625000 Penalty: 4122.087891
	Iteration 12Q: 3 clusters Score -598720.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -598764.187500 Penalty: 4122.087891
	Iteration 13Q: 3 clusters Score -598764.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -598785.187500 Penalty: 4122.087891
	Iteration 14Q: 3 clusters Score -598785.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -598801.812500 Penalty: 4122.087891
	Iteration 15Q: 3 clusters Score -598801.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -598814.437500 Penalty: 4122.087891
	Iteration 16Q: 3 clusters Score -598814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -598822.500000 Penalty: 4122.087891
	Iteration 17Q: 3 clusters Score -598822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -598825.437500 Penalty: 4122.087891
	Iteration 18Q: 3 clusters Score -598825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -598828.500000 Penalty: 4122.087891
	Iteration 19Q: 3 clusters Score -598828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -598831.625000 Penalty: 4122.087891
	Iteration 20F: 3 clusters Score -598831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -598834.062500 Penalty: 4122.087891
	Iteration 21Q: 3 clusters Score -598834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -598834.500000 Penalty: 4122.087891
	Iteration 22Q: 3 clusters Score -598834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -598834.875000 Penalty: 4122.087891
	Iteration 23Q: 3 clusters Score -598834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -598836.687500 Penalty: 4122.087891
	Iteration 24Q: 3 clusters Score -598836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -598836.500000 Penalty: 4122.087891
	Iteration 25Q: 3 clusters Score -598836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -598838.187500 Penalty: 4122.087891
	Iteration 26Q: 3 clusters Score -598838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -598838.437500 Penalty: 4122.087891
	Iteration 27Q: 3 clusters Score -598838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -598837.750000 Penalty: 4122.087891
	Iteration 28Q: 3 clusters Score -598837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -598837.937500 Penalty: 4122.087891
	Iteration 29Q: 3 clusters Score -598837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -598839.125000 Penalty: 4122.087891
	Iteration 30Q: 3 clusters Score -598839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -598839.375000 Penalty: 4122.087891
	Iteration 31Q: 3 clusters Score -598839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -598839.312500 Penalty: 4122.087891
	Iteration 32Q: 3 clusters Score -598839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -598839.312500 Penalty: 4122.087891
	Iteration 33F: 3 clusters Score -598839.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -357861.593750 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -357861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -354997.781250 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -354997.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -355540.093750 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -355540.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355704.968750 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -355705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -355789.937500 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -355789.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -355828.593750 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -355828.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -355859.000000 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -355859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -355888.031250 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -355888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -355918.593750 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -355918.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -355944.312500 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -355944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -355961.687500 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -355961.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -355983.218750 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -355983.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -355999.468750 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -355999.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -356021.718750 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -356021.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356055.156250 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -356055.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -356134.406250 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -356134.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -356228.281250 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -356228.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -356298.531250 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -356298.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356347.656250 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -356347.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -356395.437500 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -356395.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -356426.062500 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -356426.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -356456.781250 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -356456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356490.750000 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -356490.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356524.906250 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -356524.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -356553.406250 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -356553.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -356578.562500 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -356578.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -356602.250000 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -356602.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -356623.468750 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -356623.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -356634.531250 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -356634.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -356647.718750 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -356647.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -356660.156250 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -356660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -356672.562500 Penalty: 3849.191650
	Iteration 30Q: 3 clusters Score -356672.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356684.875000 Penalty: 3849.191650
	Iteration 31Q: 3 clusters Score -356684.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -356703.812500 Penalty: 3849.191650
	Iteration 32Q: 3 clusters Score -356703.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -356718.937500 Penalty: 3849.191650
	Iteration 33Q: 3 clusters Score -356718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356729.687500 Penalty: 3849.191650
	Iteration 34Q: 3 clusters Score -356729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -356741.312500 Penalty: 3849.191650
	Iteration 35Q: 3 clusters Score -356741.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -356752.937500 Penalty: 3849.191650
	Iteration 36Q: 3 clusters Score -356752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -356766.781250 Penalty: 3849.191650
	Iteration 37Q: 3 clusters Score -356766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -356780.093750 Penalty: 3849.191650
	Iteration 38Q: 3 clusters Score -356780.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -356801.187500 Penalty: 3849.191650
	Iteration 39Q: 3 clusters Score -356801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356821.562500 Penalty: 3849.191650
	Iteration 40F: 3 clusters Score -356821.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -356844.375000 Penalty: 3849.191650
	Iteration 41Q: 3 clusters Score -356844.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -356865.843750 Penalty: 3849.191650
	Iteration 42Q: 3 clusters Score -356865.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -356890.875000 Penalty: 3849.191650
	Iteration 43Q: 3 clusters Score -356890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -356921.281250 Penalty: 3849.191650
	Iteration 44Q: 3 clusters Score -356921.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -356959.125000 Penalty: 3849.191650
	Iteration 45Q: 3 clusters Score -356959.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -356996.562500 Penalty: 3849.191650
	Iteration 46Q: 3 clusters Score -356996.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -357037.906250 Penalty: 3849.191650
	Iteration 47Q: 3 clusters Score -357037.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -357072.156250 Penalty: 3849.191650
	Iteration 48Q: 3 clusters Score -357072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -357094.781250 Penalty: 3849.191650
	Iteration 49Q: 3 clusters Score -357094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -357110.781250 Penalty: 3849.191650
	Iteration 50Q: 3 clusters Score -357110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -357121.437500 Penalty: 3849.191650
	Iteration 51Q: 3 clusters Score -357121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -357127.531250 Penalty: 3849.191650
	Iteration 52Q: 3 clusters Score -357127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -357133.750000 Penalty: 3849.191650
	Iteration 53Q: 3 clusters Score -357133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -357140.906250 Penalty: 3849.191650
	Iteration 54Q: 3 clusters Score -357140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -357142.312500 Penalty: 3849.191650
	Iteration 55Q: 3 clusters Score -357142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -357144.187500 Penalty: 3849.191650
	Iteration 56Q: 3 clusters Score -357144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -357144.437500 Penalty: 3849.191650
	Iteration 57Q: 3 clusters Score -357144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357146.750000 Penalty: 3849.191650
	Iteration 58Q: 3 clusters Score -357146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -357147.125000 Penalty: 3849.191650
	Iteration 59Q: 3 clusters Score -357147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -357147.125000 Penalty: 3849.191650
	Iteration 60F: 3 clusters Score -357147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -820301.625000 Penalty: 2141.958496
	Iteration 0F: 2 clusters Score -820301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -815427.562500 Penalty: 4283.916992
	Iteration 0F: 3 clusters Score -815427.6 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -816733.687500 Penalty: 4283.916992
	Iteration 1F: 3 clusters Score -816733.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -816992.562500 Penalty: 4283.916992
	Iteration 2F: 3 clusters Score -816992.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -817192.875000 Penalty: 4283.916992
	Iteration 3F: 3 clusters Score -817192.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -817362.437500 Penalty: 4283.916992
	Iteration 4Q: 3 clusters Score -817362.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -817554.687500 Penalty: 4283.916992
	Iteration 5Q: 3 clusters Score -817554.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -817757.562500 Penalty: 4283.916992
	Iteration 6Q: 3 clusters Score -817757.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -817978.687500 Penalty: 4283.916992
	Iteration 7Q: 3 clusters Score -817978.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -818218.187500 Penalty: 4283.916992
	Iteration 8Q: 3 clusters Score -818218.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -818466.375000 Penalty: 4283.916992
	Iteration 9Q: 3 clusters Score -818466.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -818706.812500 Penalty: 4283.916992
	Iteration 10Q: 3 clusters Score -818706.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -818882.125000 Penalty: 4283.916992
	Iteration 11Q: 3 clusters Score -818882.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -818980.250000 Penalty: 4283.916992
	Iteration 12Q: 3 clusters Score -818980.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -819051.937500 Penalty: 4283.916992
	Iteration 13Q: 3 clusters Score -819051.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -819092.375000 Penalty: 4283.916992
	Iteration 14Q: 3 clusters Score -819092.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -819110.812500 Penalty: 4283.916992
	Iteration 15Q: 3 clusters Score -819110.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -819121.562500 Penalty: 4283.916992
	Iteration 16Q: 3 clusters Score -819121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -819127.125000 Penalty: 4283.916992
	Iteration 17Q: 3 clusters Score -819127.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -819130.687500 Penalty: 4283.916992
	Iteration 18Q: 3 clusters Score -819130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -819134.375000 Penalty: 4283.916992
	Iteration 19Q: 3 clusters Score -819134.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -819135.312500 Penalty: 4283.916992
	Iteration 20F: 3 clusters Score -819135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -819136.062500 Penalty: 4283.916992
	Iteration 21Q: 3 clusters Score -819136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -819139.187500 Penalty: 4283.916992
	Iteration 22Q: 3 clusters Score -819139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -819139.562500 Penalty: 4283.916992
	Iteration 23Q: 3 clusters Score -819139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -819139.562500 Penalty: 4283.916992
	Iteration 24F: 3 clusters Score -819139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -2875592.500000 Penalty: 2455.518799
	Iteration 0F: 2 clusters Score -2875592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2861583.500000 Penalty: 4911.037598
	Iteration 0F: 3 clusters Score -2861584 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2866407.000000 Penalty: 4911.037598
	Iteration 1F: 3 clusters Score -2866407 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2866892.000000 Penalty: 4911.037598
	Iteration 2F: 3 clusters Score -2866892 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2867347.500000 Penalty: 4911.037598
	Iteration 3F: 3 clusters Score -2867348 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2867854.500000 Penalty: 4911.037598
	Iteration 4Q: 3 clusters Score -2867854 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2868526.000000 Penalty: 4911.037598
	Iteration 5F: 3 clusters Score -2868526 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2869333.250000 Penalty: 4911.037598
	Iteration 6F: 3 clusters Score -2869333 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2870111.250000 Penalty: 4911.037598
	Iteration 7F: 3 clusters Score -2870111 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2870789.000000 Penalty: 4911.037598
	Iteration 8F: 3 clusters Score -2870789 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2871400.500000 Penalty: 4911.037598
	Iteration 9F: 3 clusters Score -2871400 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2871959.250000 Penalty: 4911.037598
	Iteration 10Q: 3 clusters Score -2871959 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2872477.250000 Penalty: 4911.037598
	Iteration 11Q: 3 clusters Score -2872477 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2872926.000000 Penalty: 4911.037598
	Iteration 12Q: 3 clusters Score -2872926 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2873319.500000 Penalty: 4911.037598
	Iteration 13Q: 3 clusters Score -2873320 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2873589.500000 Penalty: 4911.037598
	Iteration 14Q: 3 clusters Score -2873590 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2873775.500000 Penalty: 4911.037598
	Iteration 15Q: 3 clusters Score -2873776 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2873883.250000 Penalty: 4911.037598
	Iteration 16Q: 3 clusters Score -2873883 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2873969.000000 Penalty: 4911.037598
	Iteration 17Q: 3 clusters Score -2873969 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2874038.500000 Penalty: 4911.037598
	Iteration 18Q: 3 clusters Score -2874038 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2874095.000000 Penalty: 4911.037598
	Iteration 19Q: 3 clusters Score -2874095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2874115.750000 Penalty: 4911.037598
	Iteration 20F: 3 clusters Score -2874116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2874155.750000 Penalty: 4911.037598
	Iteration 21Q: 3 clusters Score -2874156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2874183.750000 Penalty: 4911.037598
	Iteration 22Q: 3 clusters Score -2874184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2874211.750000 Penalty: 4911.037598
	Iteration 23Q: 3 clusters Score -2874212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2874233.000000 Penalty: 4911.037598
	Iteration 24Q: 3 clusters Score -2874233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2874243.750000 Penalty: 4911.037598
	Iteration 25Q: 3 clusters Score -2874244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2874274.750000 Penalty: 4911.037598
	Iteration 26Q: 3 clusters Score -2874275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2874286.000000 Penalty: 4911.037598
	Iteration 27Q: 3 clusters Score -2874286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2874301.000000 Penalty: 4911.037598
	Iteration 28Q: 3 clusters Score -2874301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2874313.000000 Penalty: 4911.037598
	Iteration 29Q: 3 clusters Score -2874313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2874323.750000 Penalty: 4911.037598
	Iteration 30Q: 3 clusters Score -2874324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2874334.000000 Penalty: 4911.037598
	Iteration 31Q: 3 clusters Score -2874334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2874341.500000 Penalty: 4911.037598
	Iteration 32Q: 3 clusters Score -2874342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2874340.750000 Penalty: 4911.037598
	Iteration 33Q: 3 clusters Score -2874341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2874343.500000 Penalty: 4911.037598
	Iteration 34Q: 3 clusters Score -2874344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2874349.250000 Penalty: 4911.037598
	Iteration 35Q: 3 clusters Score -2874349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2874347.750000 Penalty: 4911.037598
	Iteration 36Q: 3 clusters Score -2874348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2874351.750000 Penalty: 4911.037598
	Iteration 37Q: 3 clusters Score -2874352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2874364.000000 Penalty: 4911.037598
	Iteration 38Q: 3 clusters Score -2874364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2874363.500000 Penalty: 4911.037598
	Iteration 39Q: 3 clusters Score -2874364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2874361.750000 Penalty: 4911.037598
	Iteration 40F: 3 clusters Score -2874362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2874362.500000 Penalty: 4911.037598
	Iteration 41Q: 3 clusters Score -2874362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2874369.000000 Penalty: 4911.037598
	Iteration 42Q: 3 clusters Score -2874369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2874373.250000 Penalty: 4911.037598
	Iteration 43Q: 3 clusters Score -2874373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2874377.250000 Penalty: 4911.037598
	Iteration 44Q: 3 clusters Score -2874377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2874388.250000 Penalty: 4911.037598
	Iteration 45Q: 3 clusters Score -2874388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2874386.500000 Penalty: 4911.037598
	Iteration 46Q: 3 clusters Score -2874386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2874383.000000 Penalty: 4911.037598
	Iteration 47Q: 3 clusters Score -2874383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2874381.750000 Penalty: 4911.037598
	Iteration 48Q: 3 clusters Score -2874382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2874383.750000 Penalty: 4911.037598
	Iteration 49Q: 3 clusters Score -2874384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2874382.500000 Penalty: 4911.037598
	Iteration 50Q: 3 clusters Score -2874382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2874381.750000 Penalty: 4911.037598
	Iteration 51Q: 3 clusters Score -2874382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2874383.250000 Penalty: 4911.037598
	Iteration 52Q: 3 clusters Score -2874383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2874382.000000 Penalty: 4911.037598
	Iteration 53Q: 3 clusters Score -2874382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2874382.000000 Penalty: 4911.037598
	Iteration 54F: 3 clusters Score -2874382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -2306734.000000 Penalty: 2389.549805
	Iteration 0F: 2 clusters Score -2306734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2295683.250000 Penalty: 4779.099609
	Iteration 0F: 3 clusters Score -2295683 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2299810.500000 Penalty: 4779.099609
	Iteration 1F: 3 clusters Score -2299810 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2300846.500000 Penalty: 4779.099609
	Iteration 2F: 3 clusters Score -2300846 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2301620.500000 Penalty: 4779.099609
	Iteration 3F: 3 clusters Score -2301620 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2302177.000000 Penalty: 4779.099609
	Iteration 4F: 3 clusters Score -2302177 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2302674.750000 Penalty: 4779.099609
	Iteration 5F: 3 clusters Score -2302675 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2303112.250000 Penalty: 4779.099609
	Iteration 6Q: 3 clusters Score -2303112 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2303496.000000 Penalty: 4779.099609
	Iteration 7Q: 3 clusters Score -2303496 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2303862.500000 Penalty: 4779.099609
	Iteration 8Q: 3 clusters Score -2303862 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2304210.750000 Penalty: 4779.099609
	Iteration 9Q: 3 clusters Score -2304211 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2304501.000000 Penalty: 4779.099609
	Iteration 10Q: 3 clusters Score -2304501 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2304721.250000 Penalty: 4779.099609
	Iteration 11Q: 3 clusters Score -2304721 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2304868.500000 Penalty: 4779.099609
	Iteration 12Q: 3 clusters Score -2304868 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2305003.500000 Penalty: 4779.099609
	Iteration 13Q: 3 clusters Score -2305004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2305088.250000 Penalty: 4779.099609
	Iteration 14Q: 3 clusters Score -2305088 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2305162.250000 Penalty: 4779.099609
	Iteration 15Q: 3 clusters Score -2305162 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2305225.000000 Penalty: 4779.099609
	Iteration 16Q: 3 clusters Score -2305225 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2305284.750000 Penalty: 4779.099609
	Iteration 17Q: 3 clusters Score -2305285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2305320.500000 Penalty: 4779.099609
	Iteration 18Q: 3 clusters Score -2305320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2305345.500000 Penalty: 4779.099609
	Iteration 19Q: 3 clusters Score -2305346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2305376.500000 Penalty: 4779.099609
	Iteration 20F: 3 clusters Score -2305376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2305411.500000 Penalty: 4779.099609
	Iteration 21Q: 3 clusters Score -2305412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2305455.000000 Penalty: 4779.099609
	Iteration 22Q: 3 clusters Score -2305455 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2305504.500000 Penalty: 4779.099609
	Iteration 23Q: 3 clusters Score -2305504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2305552.000000 Penalty: 4779.099609
	Iteration 24Q: 3 clusters Score -2305552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2305619.250000 Penalty: 4779.099609
	Iteration 25Q: 3 clusters Score -2305619 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2305677.250000 Penalty: 4779.099609
	Iteration 26Q: 3 clusters Score -2305677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2305722.500000 Penalty: 4779.099609
	Iteration 27Q: 3 clusters Score -2305722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2305760.500000 Penalty: 4779.099609
	Iteration 28Q: 3 clusters Score -2305760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2305792.750000 Penalty: 4779.099609
	Iteration 29Q: 3 clusters Score -2305793 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2305831.000000 Penalty: 4779.099609
	Iteration 30Q: 3 clusters Score -2305831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2305874.250000 Penalty: 4779.099609
	Iteration 31Q: 3 clusters Score -2305874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2305916.250000 Penalty: 4779.099609
	Iteration 32Q: 3 clusters Score -2305916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2305970.500000 Penalty: 4779.099609
	Iteration 33Q: 3 clusters Score -2305970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2306019.500000 Penalty: 4779.099609
	Iteration 34Q: 3 clusters Score -2306020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2306063.250000 Penalty: 4779.099609
	Iteration 35Q: 3 clusters Score -2306063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2306133.500000 Penalty: 4779.099609
	Iteration 36Q: 3 clusters Score -2306134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2306178.250000 Penalty: 4779.099609
	Iteration 37Q: 3 clusters Score -2306178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2306234.000000 Penalty: 4779.099609
	Iteration 38Q: 3 clusters Score -2306234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2306290.250000 Penalty: 4779.099609
	Iteration 39Q: 3 clusters Score -2306290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2306336.750000 Penalty: 4779.099609
	Iteration 40F: 3 clusters Score -2306337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2306387.250000 Penalty: 4779.099609
	Iteration 41Q: 3 clusters Score -2306387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2306424.000000 Penalty: 4779.099609
	Iteration 42Q: 3 clusters Score -2306424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2306445.500000 Penalty: 4779.099609
	Iteration 43Q: 3 clusters Score -2306446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2306459.750000 Penalty: 4779.099609
	Iteration 44Q: 3 clusters Score -2306460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2306465.250000 Penalty: 4779.099609
	Iteration 45Q: 3 clusters Score -2306465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2306468.500000 Penalty: 4779.099609
	Iteration 46Q: 3 clusters Score -2306468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2306467.750000 Penalty: 4779.099609
	Iteration 47Q: 3 clusters Score -2306468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2306467.750000 Penalty: 4779.099609
	Iteration 48Q: 3 clusters Score -2306468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2306470.000000 Penalty: 4779.099609
	Iteration 49Q: 3 clusters Score -2306470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2306470.000000 Penalty: 4779.099609
	Iteration 50F: 3 clusters Score -2306470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Entering Unmasked Estep 
Score: -5223255.500000 Penalty: 2592.814697
	Iteration 0F: 2 clusters Score -5223256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5199672.500000 Penalty: 5185.629395
	Iteration 0F: 3 clusters Score -5199672 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5208167.500000 Penalty: 5185.629395
	Iteration 1F: 3 clusters Score -5208168 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -5208957.500000 Penalty: 5185.629395
	Iteration 2Q: 3 clusters Score -5208958 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5210195.000000 Penalty: 5185.629395
	Iteration 3F: 3 clusters Score -5210195 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5211929.500000 Penalty: 5185.629395
	Iteration 4F: 3 clusters Score -5211930 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5214151.500000 Penalty: 5185.629395
	Iteration 5F: 3 clusters Score -5214152 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -5216370.500000 Penalty: 5185.629395
	Iteration 6F: 3 clusters Score -5216370 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -5218385.000000 Penalty: 5185.629395
	Iteration 7F: 3 clusters Score -5218385 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -5220046.000000 Penalty: 5185.629395
	Iteration 8F: 3 clusters Score -5220046 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -5221371.000000 Penalty: 5185.629395
	Iteration 9Q: 3 clusters Score -5221371 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5222319.500000 Penalty: 5185.629395
	Iteration 10Q: 3 clusters Score -5222320 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -5222691.000000 Penalty: 5185.629395
	Iteration 11Q: 3 clusters Score -5222691 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -5222837.000000 Penalty: 5185.629395
	Iteration 12Q: 3 clusters Score -5222837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5222892.000000 Penalty: 5185.629395
	Iteration 13Q: 3 clusters Score -5222892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -5222927.000000 Penalty: 5185.629395
	Iteration 14Q: 3 clusters Score -5222927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -5222941.500000 Penalty: 5185.629395
	Iteration 15Q: 3 clusters Score -5222942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5222945.000000 Penalty: 5185.629395
	Iteration 16Q: 3 clusters Score -5222945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5222956.500000 Penalty: 5185.629395
	Iteration 17Q: 3 clusters Score -5222956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5222968.500000 Penalty: 5185.629395
	Iteration 18Q: 3 clusters Score -5222968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -5222969.500000 Penalty: 5185.629395
	Iteration 19Q: 3 clusters Score -5222970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -5222973.500000 Penalty: 5185.629395
	Iteration 20F: 3 clusters Score -5222974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5222972.000000 Penalty: 5185.629395
	Iteration 21Q: 3 clusters Score -5222972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5222984.000000 Penalty: 5185.629395
	Iteration 22Q: 3 clusters Score -5222984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5222976.000000 Penalty: 5185.629395
	Iteration 23Q: 3 clusters Score -5222976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5222984.500000 Penalty: 5185.629395
	Iteration 24Q: 3 clusters Score -5222984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -5222990.000000 Penalty: 5185.629395
	Iteration 25Q: 3 clusters Score -5222990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5222989.500000 Penalty: 5185.629395
	Iteration 26Q: 3 clusters Score -5222990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5222989.500000 Penalty: 5185.629395
	Iteration 27Q: 3 clusters Score -5222990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5222992.000000 Penalty: 5185.629395
	Iteration 28Q: 3 clusters Score -5222992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -5222998.500000 Penalty: 5185.629395
	Iteration 29Q: 3 clusters Score -5222998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -5222996.500000 Penalty: 5185.629395
	Iteration 30Q: 3 clusters Score -5222996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5223003.500000 Penalty: 5185.629395
	Iteration 31Q: 3 clusters Score -5223004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5223005.000000 Penalty: 5185.629395
	Iteration 32Q: 3 clusters Score -5223005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -5223006.000000 Penalty: 5185.629395
	Iteration 33Q: 3 clusters Score -5223006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5223000.000000 Penalty: 5185.629395
	Iteration 34Q: 3 clusters Score -5223000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5223000.000000 Penalty: 5185.629395
	Iteration 35F: 3 clusters Score -5223000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Entering Unmasked Estep 
Score: -6456671.500000 Penalty: 2640.189209
	Iteration 0F: 2 clusters Score -6456672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6428247.500000 Penalty: 5280.378418
	Iteration 0F: 3 clusters Score -6428248 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6439057.500000 Penalty: 5280.378418
	Iteration 1F: 3 clusters Score -6439058 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -6439846.000000 Penalty: 5280.378418
	Iteration 2Q: 3 clusters Score -6439846 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -6440806.500000 Penalty: 5280.378418
	Iteration 3F: 3 clusters Score -6440806 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -6442311.000000 Penalty: 5280.378418
	Iteration 4F: 3 clusters Score -6442311 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -6444154.500000 Penalty: 5280.378418
	Iteration 5F: 3 clusters Score -6444154 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6446173.000000 Penalty: 5280.378418
	Iteration 6F: 3 clusters Score -6446173 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -6448004.500000 Penalty: 5280.378418
	Iteration 7F: 3 clusters Score -6448004 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -6449508.000000 Penalty: 5280.378418
	Iteration 8F: 3 clusters Score -6449508 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -6450584.000000 Penalty: 5280.378418
	Iteration 9Q: 3 clusters Score -6450584 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -6451433.500000 Penalty: 5280.378418
	Iteration 10Q: 3 clusters Score -6451434 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6452215.000000 Penalty: 5280.378418
	Iteration 11Q: 3 clusters Score -6452215 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6452904.000000 Penalty: 5280.378418
	Iteration 12Q: 3 clusters Score -6452904 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6453466.500000 Penalty: 5280.378418
	Iteration 13Q: 3 clusters Score -6453466 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6453896.500000 Penalty: 5280.378418
	Iteration 14Q: 3 clusters Score -6453896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -6454115.500000 Penalty: 5280.378418
	Iteration 15Q: 3 clusters Score -6454116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6454281.000000 Penalty: 5280.378418
	Iteration 16Q: 3 clusters Score -6454281 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6454401.000000 Penalty: 5280.378418
	Iteration 17Q: 3 clusters Score -6454401 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6454462.500000 Penalty: 5280.378418
	Iteration 18Q: 3 clusters Score -6454462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6454517.000000 Penalty: 5280.378418
	Iteration 19Q: 3 clusters Score -6454517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6454574.500000 Penalty: 5280.378418
	Iteration 20F: 3 clusters Score -6454574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6454606.500000 Penalty: 5280.378418
	Iteration 21Q: 3 clusters Score -6454606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6454632.500000 Penalty: 5280.378418
	Iteration 22Q: 3 clusters Score -6454632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6454654.000000 Penalty: 5280.378418
	Iteration 23Q: 3 clusters Score -6454654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6454655.000000 Penalty: 5280.378418
	Iteration 24Q: 3 clusters Score -6454655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6454665.500000 Penalty: 5280.378418
	Iteration 25Q: 3 clusters Score -6454666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6454670.500000 Penalty: 5280.378418
	Iteration 26Q: 3 clusters Score -6454670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6454677.000000 Penalty: 5280.378418
	Iteration 27Q: 3 clusters Score -6454677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6454681.000000 Penalty: 5280.378418
	Iteration 28Q: 3 clusters Score -6454681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6454683.000000 Penalty: 5280.378418
	Iteration 29Q: 3 clusters Score -6454683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6454685.500000 Penalty: 5280.378418
	Iteration 30Q: 3 clusters Score -6454686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6454681.500000 Penalty: 5280.378418
	Iteration 31Q: 3 clusters Score -6454682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6454681.500000 Penalty: 5280.378418
	Iteration 32F: 3 clusters Score -6454682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Entering Unmasked Estep 
Score: -2372529.250000 Penalty: 2394.255615
	Iteration 0F: 2 clusters Score -2372529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2361362.500000 Penalty: 4788.511230
	Iteration 0F: 3 clusters Score -2361362 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2364912.500000 Penalty: 4788.511230
	Iteration 1F: 3 clusters Score -2364912 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2365360.250000 Penalty: 4788.511230
	Iteration 2F: 3 clusters Score -2365360 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2365899.250000 Penalty: 4788.511230
	Iteration 3F: 3 clusters Score -2365899 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2366544.000000 Penalty: 4788.511230
	Iteration 4F: 3 clusters Score -2366544 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2367278.250000 Penalty: 4788.511230
	Iteration 5F: 3 clusters Score -2367278 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2368017.250000 Penalty: 4788.511230
	Iteration 6F: 3 clusters Score -2368017 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2368609.250000 Penalty: 4788.511230
	Iteration 7F: 3 clusters Score -2368609 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2369073.250000 Penalty: 4788.511230
	Iteration 8F: 3 clusters Score -2369073 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2369434.500000 Penalty: 4788.511230
	Iteration 9Q: 3 clusters Score -2369434 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2369721.250000 Penalty: 4788.511230
	Iteration 10Q: 3 clusters Score -2369721 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2369909.000000 Penalty: 4788.511230
	Iteration 11Q: 3 clusters Score -2369909 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2370053.750000 Penalty: 4788.511230
	Iteration 12Q: 3 clusters Score -2370054 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2370164.000000 Penalty: 4788.511230
	Iteration 13Q: 3 clusters Score -2370164 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2370249.750000 Penalty: 4788.511230
	Iteration 14Q: 3 clusters Score -2370250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2370327.000000 Penalty: 4788.511230
	Iteration 15Q: 3 clusters Score -2370327 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2370405.250000 Penalty: 4788.511230
	Iteration 16Q: 3 clusters Score -2370405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2370466.500000 Penalty: 4788.511230
	Iteration 17Q: 3 clusters Score -2370466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2370513.500000 Penalty: 4788.511230
	Iteration 18Q: 3 clusters Score -2370514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2370573.750000 Penalty: 4788.511230
	Iteration 19Q: 3 clusters Score -2370574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2370624.000000 Penalty: 4788.511230
	Iteration 20F: 3 clusters Score -2370624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2370666.250000 Penalty: 4788.511230
	Iteration 21Q: 3 clusters Score -2370666 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2370704.750000 Penalty: 4788.511230
	Iteration 22Q: 3 clusters Score -2370705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2370734.500000 Penalty: 4788.511230
	Iteration 23Q: 3 clusters Score -2370734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2370752.750000 Penalty: 4788.511230
	Iteration 24Q: 3 clusters Score -2370753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2370760.000000 Penalty: 4788.511230
	Iteration 25Q: 3 clusters Score -2370760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2370770.000000 Penalty: 4788.511230
	Iteration 26Q: 3 clusters Score -2370770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2370787.250000 Penalty: 4788.511230
	Iteration 27Q: 3 clusters Score -2370787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2370805.000000 Penalty: 4788.511230
	Iteration 28Q: 3 clusters Score -2370805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2370801.750000 Penalty: 4788.511230
	Iteration 29Q: 3 clusters Score -2370802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2370812.000000 Penalty: 4788.511230
	Iteration 30Q: 3 clusters Score -2370812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2370825.750000 Penalty: 4788.511230
	Iteration 31Q: 3 clusters Score -2370826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2370829.250000 Penalty: 4788.511230
	Iteration 32Q: 3 clusters Score -2370829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2370841.000000 Penalty: 4788.511230
	Iteration 33Q: 3 clusters Score -2370841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2370847.750000 Penalty: 4788.511230
	Iteration 34Q: 3 clusters Score -2370848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2370862.750000 Penalty: 4788.511230
	Iteration 35Q: 3 clusters Score -2370863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2370870.500000 Penalty: 4788.511230
	Iteration 36Q: 3 clusters Score -2370870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2370872.000000 Penalty: 4788.511230
	Iteration 37Q: 3 clusters Score -2370872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2370875.000000 Penalty: 4788.511230
	Iteration 38Q: 3 clusters Score -2370875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2370876.250000 Penalty: 4788.511230
	Iteration 39Q: 3 clusters Score -2370876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2370876.500000 Penalty: 4788.511230
	Iteration 40F: 3 clusters Score -2370876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2370879.750000 Penalty: 4788.511230
	Iteration 41Q: 3 clusters Score -2370880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2370880.750000 Penalty: 4788.511230
	Iteration 42Q: 3 clusters Score -2370881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2370881.250000 Penalty: 4788.511230
	Iteration 43Q: 3 clusters Score -2370881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2370884.000000 Penalty: 4788.511230
	Iteration 44Q: 3 clusters Score -2370884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2370888.000000 Penalty: 4788.511230
	Iteration 45Q: 3 clusters Score -2370888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2370882.250000 Penalty: 4788.511230
	Iteration 46Q: 3 clusters Score -2370882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2370885.500000 Penalty: 4788.511230
	Iteration 47Q: 3 clusters Score -2370886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2370884.000000 Penalty: 4788.511230
	Iteration 48Q: 3 clusters Score -2370884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2370883.250000 Penalty: 4788.511230
	Iteration 49Q: 3 clusters Score -2370883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2370884.000000 Penalty: 4788.511230
	Iteration 50Q: 3 clusters Score -2370884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2370884.000000 Penalty: 4788.511230
	Iteration 51F: 3 clusters Score -2370884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Entering Unmasked Estep 
Score: -17658800.000000 Penalty: 2889.432617
	Iteration 0F: 2 clusters Score -1.76588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -17585298.000000 Penalty: 5778.865234
	Iteration 0F: 3 clusters Score -1.75853e+07 nChanged 54472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -17617004.000000 Penalty: 5778.865234
	Iteration 1F: 3 clusters Score -1.7617e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -17618274.000000 Penalty: 5778.865234
	Iteration 2Q: 3 clusters Score -1.761827e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -17620124.000000 Penalty: 5778.865234
	Iteration 3Q: 3 clusters Score -1.762012e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -17623160.000000 Penalty: 5778.865234
	Iteration 4Q: 3 clusters Score -1.762316e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -17627276.000000 Penalty: 5778.865234
	Iteration 5F: 3 clusters Score -1.762728e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64091 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -17633186.000000 Penalty: 5778.865234
	Iteration 6F: 3 clusters Score -1.763319e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67348 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -17639966.000000 Penalty: 5778.865234
	Iteration 7F: 3 clusters Score -1.763997e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -17645106.000000 Penalty: 5778.865234
	Iteration 8F: 3 clusters Score -1.764511e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -17647844.000000 Penalty: 5778.865234
	Iteration 9Q: 3 clusters Score -1.764784e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -17649030.000000 Penalty: 5778.865234
	Iteration 10Q: 3 clusters Score -1.764903e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -17649740.000000 Penalty: 5778.865234
	Iteration 11Q: 3 clusters Score -1.764974e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -17650330.000000 Penalty: 5778.865234
	Iteration 12Q: 3 clusters Score -1.765033e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -17650952.000000 Penalty: 5778.865234
	Iteration 13Q: 3 clusters Score -1.765095e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -17651498.000000 Penalty: 5778.865234
	Iteration 14Q: 3 clusters Score -1.76515e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -17652000.000000 Penalty: 5778.865234
	Iteration 15Q: 3 clusters Score -1.7652e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -17652362.000000 Penalty: 5778.865234
	Iteration 16Q: 3 clusters Score -1.765236e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -17652856.000000 Penalty: 5778.865234
	Iteration 17Q: 3 clusters Score -1.765286e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -17653324.000000 Penalty: 5778.865234
	Iteration 18Q: 3 clusters Score -1.765332e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -17653732.000000 Penalty: 5778.865234
	Iteration 19Q: 3 clusters Score -1.765373e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -17654014.000000 Penalty: 5778.865234
	Iteration 20F: 3 clusters Score -1.765401e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -17654326.000000 Penalty: 5778.865234
	Iteration 21Q: 3 clusters Score -1.765433e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -17654596.000000 Penalty: 5778.865234
	Iteration 22Q: 3 clusters Score -1.76546e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -17654822.000000 Penalty: 5778.865234
	Iteration 23Q: 3 clusters Score -1.765482e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -17655042.000000 Penalty: 5778.865234
	Iteration 24Q: 3 clusters Score -1.765504e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -17655268.000000 Penalty: 5778.865234
	Iteration 25Q: 3 clusters Score -1.765527e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -17655498.000000 Penalty: 5778.865234
	Iteration 26Q: 3 clusters Score -1.76555e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -17655682.000000 Penalty: 5778.865234
	Iteration 27Q: 3 clusters Score -1.765568e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -17655804.000000 Penalty: 5778.865234
	Iteration 28Q: 3 clusters Score -1.76558e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -17655976.000000 Penalty: 5778.865234
	Iteration 29Q: 3 clusters Score -1.765598e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -17656228.000000 Penalty: 5778.865234
	Iteration 30Q: 3 clusters Score -1.765623e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -17656440.000000 Penalty: 5778.865234
	Iteration 31Q: 3 clusters Score -1.765644e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -17656546.000000 Penalty: 5778.865234
	Iteration 32Q: 3 clusters Score -1.765655e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -17656716.000000 Penalty: 5778.865234
	Iteration 33Q: 3 clusters Score -1.765672e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -17656850.000000 Penalty: 5778.865234
	Iteration 34Q: 3 clusters Score -1.765685e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -17657000.000000 Penalty: 5778.865234
	Iteration 35Q: 3 clusters Score -1.7657e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -17657160.000000 Penalty: 5778.865234
	Iteration 36Q: 3 clusters Score -1.765716e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -17657212.000000 Penalty: 5778.865234
	Iteration 37Q: 3 clusters Score -1.765721e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106119 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -17657202.000000 Penalty: 5778.865234
	Iteration 38Q: 3 clusters Score -1.76572e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -17657214.000000 Penalty: 5778.865234
	Iteration 39Q: 3 clusters Score -1.765721e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -17657334.000000 Penalty: 5778.865234
	Iteration 40F: 3 clusters Score -1.765733e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -17657350.000000 Penalty: 5778.865234
	Iteration 41Q: 3 clusters Score -1.765735e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110195 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -17657302.000000 Penalty: 5778.865234
	Iteration 42Q: 3 clusters Score -1.76573e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17657282.000000 Penalty: 5778.865234
	Iteration 43Q: 3 clusters Score -1.765728e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -17657346.000000 Penalty: 5778.865234
	Iteration 44Q: 3 clusters Score -1.765735e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -17657228.000000 Penalty: 5778.865234
	Iteration 45Q: 3 clusters Score -1.765723e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112171 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -17657164.000000 Penalty: 5778.865234
	Iteration 46Q: 3 clusters Score -1.765716e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -17657198.000000 Penalty: 5778.865234
	Iteration 47Q: 3 clusters Score -1.76572e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17657160.000000 Penalty: 5778.865234
	Iteration 48Q: 3 clusters Score -1.765716e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17657134.000000 Penalty: 5778.865234
	Iteration 49Q: 3 clusters Score -1.765713e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17657138.000000 Penalty: 5778.865234
	Iteration 50Q: 3 clusters Score -1.765714e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -17657158.000000 Penalty: 5778.865234
	Iteration 51Q: 3 clusters Score -1.765716e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113288 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17657140.000000 Penalty: 5778.865234
	Iteration 52Q: 3 clusters Score -1.765714e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113385 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17657090.000000 Penalty: 5778.865234
	Iteration 53Q: 3 clusters Score -1.765709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17657096.000000 Penalty: 5778.865234
	Iteration 54Q: 3 clusters Score -1.76571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113516 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17657040.000000 Penalty: 5778.865234
	Iteration 55Q: 3 clusters Score -1.765704e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17657022.000000 Penalty: 5778.865234
	Iteration 56Q: 3 clusters Score -1.765702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -17657018.000000 Penalty: 5778.865234
	Iteration 57Q: 3 clusters Score -1.765702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -17657022.000000 Penalty: 5778.865234
	Iteration 58Q: 3 clusters Score -1.765702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -17657008.000000 Penalty: 5778.865234
	Iteration 59Q: 3 clusters Score -1.765701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -17657012.000000 Penalty: 5778.865234
	Iteration 60F: 3 clusters Score -1.765701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17657012.000000 Penalty: 5778.865234
	Iteration 61Q: 3 clusters Score -1.765701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17656982.000000 Penalty: 5778.865234
	Iteration 62Q: 3 clusters Score -1.765698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17656964.000000 Penalty: 5778.865234
	Iteration 63Q: 3 clusters Score -1.765696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113758 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17656966.000000 Penalty: 5778.865234
	Iteration 64Q: 3 clusters Score -1.765697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113783 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17656946.000000 Penalty: 5778.865234
	Iteration 65Q: 3 clusters Score -1.765695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17656922.000000 Penalty: 5778.865234
	Iteration 66Q: 3 clusters Score -1.765692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17656928.000000 Penalty: 5778.865234
	Iteration 67Q: 3 clusters Score -1.765693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -17656922.000000 Penalty: 5778.865234
	Iteration 68Q: 3 clusters Score -1.765692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113837 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17656934.000000 Penalty: 5778.865234
	Iteration 69Q: 3 clusters Score -1.765693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -17656930.000000 Penalty: 5778.865234
	Iteration 70Q: 3 clusters Score -1.765693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -17656926.000000 Penalty: 5778.865234
	Iteration 71Q: 3 clusters Score -1.765693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17656932.000000 Penalty: 5778.865234
	Iteration 72Q: 3 clusters Score -1.765693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17656928.000000 Penalty: 5778.865234
	Iteration 73Q: 3 clusters Score -1.765693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -17656936.000000 Penalty: 5778.865234
	Iteration 74Q: 3 clusters Score -1.765694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17656954.000000 Penalty: 5778.865234
	Iteration 75Q: 3 clusters Score -1.765695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -17656940.000000 Penalty: 5778.865234
	Iteration 76Q: 3 clusters Score -1.765694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -17656940.000000 Penalty: 5778.865234
	Iteration 77Q: 3 clusters Score -1.765694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17656934.000000 Penalty: 5778.865234
	Iteration 78Q: 3 clusters Score -1.765693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113891 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17656936.000000 Penalty: 5778.865234
	Iteration 79Q: 3 clusters Score -1.765694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113894 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -17656942.000000 Penalty: 5778.865234
	Iteration 80F: 3 clusters Score -1.765694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113899 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -17656950.000000 Penalty: 5778.865234
	Iteration 81Q: 3 clusters Score -1.765695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113904 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -17656950.000000 Penalty: 5778.865234
	Iteration 82Q: 3 clusters Score -1.765695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17656956.000000 Penalty: 5778.865234
	Iteration 83Q: 3 clusters Score -1.765696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -17656952.000000 Penalty: 5778.865234
	Iteration 84Q: 3 clusters Score -1.765695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -17656946.000000 Penalty: 5778.865234
	Iteration 85Q: 3 clusters Score -1.765695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17656936.000000 Penalty: 5778.865234
	Iteration 86Q: 3 clusters Score -1.765694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17656936.000000 Penalty: 5778.865234
	Iteration 87F: 3 clusters Score -1.765694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18060.531250 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18060.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18263.589844 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18263.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -18370.695312 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -18378.078125 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18378.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -18378.078125 Penalty: 2564.560059
	Iteration 4F: 3 clusters Score -18378.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -33161.144531 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -33161.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32045.302734 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -32045.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32321.589844 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -32321.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32571.269531 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -32571.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32864.007812 Penalty: 2825.758301
	Iteration 3F: 3 clusters Score -32864.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -33053.308594 Penalty: 2825.758301
	Iteration 4F: 3 clusters Score -33053.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -33123.867188 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -33123.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -33157.894531 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -33157.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -33172.773438 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -33172.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -33219.753906 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -33219.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -33243.542969 Penalty: 2825.758301
	Iteration 9Q: 3 clusters Score -33243.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33270.937500 Penalty: 2825.758301
	Iteration 10Q: 3 clusters Score -33270.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33283.578125 Penalty: 2825.758301
	Iteration 11Q: 3 clusters Score -33283.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33283.578125 Penalty: 2825.758301
	Iteration 12F: 3 clusters Score -33283.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 73 members 
Entering Unmasked Estep 
Score: -104160416.000000 Penalty: 113455.515625
Splitting cluster 24 changes total score from -104162232.000000 to -104160416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -363284.937500 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -363284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -360289.343750 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -360289.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -360895.437500 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -360895.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -361080.781250 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -361080.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -361156.250000 Penalty: 3881.519775
	Iteration 3Q: 3 clusters Score -361156.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -361200.843750 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -361200.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -361236.093750 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -361236.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -361262.156250 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -361262.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361276.812500 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -361276.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361291.843750 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -361291.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -361301.500000 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -361301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -361307.406250 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -361307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -361314.406250 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -361314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361325.687500 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -361325.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361334.218750 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -361334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -361341.500000 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -361341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -361347.500000 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -361347.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -361354.812500 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -361354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -361358.968750 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -361359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -361362.750000 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -361362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -361364.406250 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -361364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -361364.562500 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -361364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -361365.000000 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -361365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -361366.218750 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -361366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -361367.593750 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -361367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -361368.812500 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -361368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -361369.312500 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -361369.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -361371.312500 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -361371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -361373.125000 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -361373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -361376.281250 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -361376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -361378.375000 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -361378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -361380.281250 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -361380.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -361387.625000 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -361387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -361393.250000 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -361393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -361397.437500 Penalty: 3881.519775
	Iteration 33Q: 3 clusters Score -361397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361404.062500 Penalty: 3881.519775
	Iteration 34Q: 3 clusters Score -361404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361410.656250 Penalty: 3881.519775
	Iteration 35Q: 3 clusters Score -361410.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -361419.687500 Penalty: 3881.519775
	Iteration 36Q: 3 clusters Score -361419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -361424.656250 Penalty: 3881.519775
	Iteration 37Q: 3 clusters Score -361424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361427.781250 Penalty: 3881.519775
	Iteration 38Q: 3 clusters Score -361427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -361432.343750 Penalty: 3881.519775
	Iteration 39Q: 3 clusters Score -361432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -361435.156250 Penalty: 3881.519775
	Iteration 40F: 3 clusters Score -361435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361438.375000 Penalty: 3881.519775
	Iteration 41Q: 3 clusters Score -361438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -361440.187500 Penalty: 3881.519775
	Iteration 42Q: 3 clusters Score -361440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -361440.218750 Penalty: 3881.519775
	Iteration 43Q: 3 clusters Score -361440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -361440.687500 Penalty: 3881.519775
	Iteration 44Q: 3 clusters Score -361440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -361440.781250 Penalty: 3881.519775
	Iteration 45Q: 3 clusters Score -361440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -361441.750000 Penalty: 3881.519775
	Iteration 46Q: 3 clusters Score -361441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361444.625000 Penalty: 3881.519775
	Iteration 47Q: 3 clusters Score -361444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -361448.281250 Penalty: 3881.519775
	Iteration 48Q: 3 clusters Score -361448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -361453.375000 Penalty: 3881.519775
	Iteration 49Q: 3 clusters Score -361453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -361458.156250 Penalty: 3881.519775
	Iteration 50Q: 3 clusters Score -361458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361461.843750 Penalty: 3881.519775
	Iteration 51Q: 3 clusters Score -361461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361462.781250 Penalty: 3881.519775
	Iteration 52Q: 3 clusters Score -361462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -361463.843750 Penalty: 3881.519775
	Iteration 53Q: 3 clusters Score -361463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -361465.593750 Penalty: 3881.519775
	Iteration 54Q: 3 clusters Score -361465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -361467.031250 Penalty: 3881.519775
	Iteration 55Q: 3 clusters Score -361467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -361468.218750 Penalty: 3881.519775
	Iteration 56Q: 3 clusters Score -361468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -361469.812500 Penalty: 3881.519775
	Iteration 57Q: 3 clusters Score -361469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -361470.781250 Penalty: 3881.519775
	Iteration 58Q: 3 clusters Score -361470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -361470.937500 Penalty: 3881.519775
	Iteration 59Q: 3 clusters Score -361470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -361470.937500 Penalty: 3881.519775
	Iteration 60F: 3 clusters Score -361470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -76073.203125 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -76073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74649.351562 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -74649.35 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75047.945312 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -75047.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75323.195312 Penalty: 3150.904053
	Iteration 2F: 3 clusters Score -75323.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75490.195312 Penalty: 3150.904053
	Iteration 3F: 3 clusters Score -75490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75556.828125 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -75556.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75616.062500 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -75616.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75682.765625 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -75682.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75693.781250 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -75693.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75695.257812 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -75695.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75695.257812 Penalty: 3150.904053
	Iteration 9F: 3 clusters Score -75695.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Entering Unmasked Estep 
Score: -1312256.375000 Penalty: 2247.163574
	Iteration 0F: 2 clusters Score -1312256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1305459.250000 Penalty: 4494.327148
	Iteration 0F: 3 clusters Score -1305459 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1307380.875000 Penalty: 4494.327148
	Iteration 1F: 3 clusters Score -1307381 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1307649.625000 Penalty: 4494.327148
	Iteration 2F: 3 clusters Score -1307650 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1307850.875000 Penalty: 4494.327148
	Iteration 3F: 3 clusters Score -1307851 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1308001.250000 Penalty: 4494.327148
	Iteration 4Q: 3 clusters Score -1308001 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1308145.875000 Penalty: 4494.327148
	Iteration 5Q: 3 clusters Score -1308146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1308282.875000 Penalty: 4494.327148
	Iteration 6Q: 3 clusters Score -1308283 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1308427.125000 Penalty: 4494.327148
	Iteration 7Q: 3 clusters Score -1308427 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1308565.125000 Penalty: 4494.327148
	Iteration 8Q: 3 clusters Score -1308565 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1308704.000000 Penalty: 4494.327148
	Iteration 9Q: 3 clusters Score -1308704 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1308874.750000 Penalty: 4494.327148
	Iteration 10Q: 3 clusters Score -1308875 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1309054.500000 Penalty: 4494.327148
	Iteration 11Q: 3 clusters Score -1309054 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1309230.625000 Penalty: 4494.327148
	Iteration 12Q: 3 clusters Score -1309231 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1309394.375000 Penalty: 4494.327148
	Iteration 13Q: 3 clusters Score -1309394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1309549.500000 Penalty: 4494.327148
	Iteration 14Q: 3 clusters Score -1309550 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1309723.625000 Penalty: 4494.327148
	Iteration 15Q: 3 clusters Score -1309724 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1309859.250000 Penalty: 4494.327148
	Iteration 16Q: 3 clusters Score -1309859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1309970.375000 Penalty: 4494.327148
	Iteration 17Q: 3 clusters Score -1309970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1310053.000000 Penalty: 4494.327148
	Iteration 18Q: 3 clusters Score -1310053 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1310106.250000 Penalty: 4494.327148
	Iteration 19Q: 3 clusters Score -1310106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1310144.125000 Penalty: 4494.327148
	Iteration 20F: 3 clusters Score -1310144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1310167.875000 Penalty: 4494.327148
	Iteration 21Q: 3 clusters Score -1310168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1310186.000000 Penalty: 4494.327148
	Iteration 22Q: 3 clusters Score -1310186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1310200.875000 Penalty: 4494.327148
	Iteration 23Q: 3 clusters Score -1310201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1310218.375000 Penalty: 4494.327148
	Iteration 24Q: 3 clusters Score -1310218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1310235.250000 Penalty: 4494.327148
	Iteration 25Q: 3 clusters Score -1310235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1310251.875000 Penalty: 4494.327148
	Iteration 26Q: 3 clusters Score -1310252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1310272.625000 Penalty: 4494.327148
	Iteration 27Q: 3 clusters Score -1310273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1310291.375000 Penalty: 4494.327148
	Iteration 28Q: 3 clusters Score -1310291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1310304.750000 Penalty: 4494.327148
	Iteration 29Q: 3 clusters Score -1310305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1310318.750000 Penalty: 4494.327148
	Iteration 30Q: 3 clusters Score -1310319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1310329.375000 Penalty: 4494.327148
	Iteration 31Q: 3 clusters Score -1310329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1310334.000000 Penalty: 4494.327148
	Iteration 32Q: 3 clusters Score -1310334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1310334.125000 Penalty: 4494.327148
	Iteration 33Q: 3 clusters Score -1310334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1310334.125000 Penalty: 4494.327148
	Iteration 34F: 3 clusters Score -1310334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Entering Unmasked Estep 
Score: -3911033.000000 Penalty: 2519.331543
	Iteration 0F: 2 clusters Score -3911033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3893264.000000 Penalty: 5038.663086
	Iteration 0F: 3 clusters Score -3893264 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3899401.000000 Penalty: 5038.663086
	Iteration 1F: 3 clusters Score -3899401 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3900009.250000 Penalty: 5038.663086
	Iteration 2F: 3 clusters Score -3900009 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3900548.500000 Penalty: 5038.663086
	Iteration 3F: 3 clusters Score -3900548 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3901075.000000 Penalty: 5038.663086
	Iteration 4Q: 3 clusters Score -3901075 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3901695.750000 Penalty: 5038.663086
	Iteration 5Q: 3 clusters Score -3901696 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3902378.250000 Penalty: 5038.663086
	Iteration 6F: 3 clusters Score -3902378 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3903113.250000 Penalty: 5038.663086
	Iteration 7F: 3 clusters Score -3903113 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3903889.750000 Penalty: 5038.663086
	Iteration 8F: 3 clusters Score -3903890 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3904629.750000 Penalty: 5038.663086
	Iteration 9Q: 3 clusters Score -3904630 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3905302.000000 Penalty: 5038.663086
	Iteration 10Q: 3 clusters Score -3905302 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3905963.500000 Penalty: 5038.663086
	Iteration 11Q: 3 clusters Score -3905964 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3906572.750000 Penalty: 5038.663086
	Iteration 12Q: 3 clusters Score -3906573 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3907102.000000 Penalty: 5038.663086
	Iteration 13Q: 3 clusters Score -3907102 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3907530.500000 Penalty: 5038.663086
	Iteration 14Q: 3 clusters Score -3907530 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3907901.250000 Penalty: 5038.663086
	Iteration 15Q: 3 clusters Score -3907901 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3908157.750000 Penalty: 5038.663086
	Iteration 16Q: 3 clusters Score -3908158 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3908352.250000 Penalty: 5038.663086
	Iteration 17Q: 3 clusters Score -3908352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3908500.000000 Penalty: 5038.663086
	Iteration 18Q: 3 clusters Score -3908500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3908580.750000 Penalty: 5038.663086
	Iteration 19Q: 3 clusters Score -3908581 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3908638.000000 Penalty: 5038.663086
	Iteration 20F: 3 clusters Score -3908638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3908691.750000 Penalty: 5038.663086
	Iteration 21Q: 3 clusters Score -3908692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3908729.500000 Penalty: 5038.663086
	Iteration 22Q: 3 clusters Score -3908730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3908770.000000 Penalty: 5038.663086
	Iteration 23Q: 3 clusters Score -3908770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3908807.000000 Penalty: 5038.663086
	Iteration 24Q: 3 clusters Score -3908807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3908824.750000 Penalty: 5038.663086
	Iteration 25Q: 3 clusters Score -3908825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3908844.750000 Penalty: 5038.663086
	Iteration 26Q: 3 clusters Score -3908845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3908859.000000 Penalty: 5038.663086
	Iteration 27Q: 3 clusters Score -3908859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3908874.500000 Penalty: 5038.663086
	Iteration 28Q: 3 clusters Score -3908874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3908877.000000 Penalty: 5038.663086
	Iteration 29Q: 3 clusters Score -3908877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3908891.250000 Penalty: 5038.663086
	Iteration 30Q: 3 clusters Score -3908891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3908897.500000 Penalty: 5038.663086
	Iteration 31Q: 3 clusters Score -3908898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3908906.000000 Penalty: 5038.663086
	Iteration 32Q: 3 clusters Score -3908906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3908909.750000 Penalty: 5038.663086
	Iteration 33Q: 3 clusters Score -3908910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3908915.500000 Penalty: 5038.663086
	Iteration 34Q: 3 clusters Score -3908916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3908923.750000 Penalty: 5038.663086
	Iteration 35Q: 3 clusters Score -3908924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3908940.000000 Penalty: 5038.663086
	Iteration 36Q: 3 clusters Score -3908940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3908946.750000 Penalty: 5038.663086
	Iteration 37Q: 3 clusters Score -3908947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3908954.750000 Penalty: 5038.663086
	Iteration 38Q: 3 clusters Score -3908955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3908962.000000 Penalty: 5038.663086
	Iteration 39Q: 3 clusters Score -3908962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3908963.500000 Penalty: 5038.663086
	Iteration 40F: 3 clusters Score -3908964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3908968.750000 Penalty: 5038.663086
	Iteration 41Q: 3 clusters Score -3908969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3908969.250000 Penalty: 5038.663086
	Iteration 42Q: 3 clusters Score -3908969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3908973.750000 Penalty: 5038.663086
	Iteration 43Q: 3 clusters Score -3908974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3908973.500000 Penalty: 5038.663086
	Iteration 44Q: 3 clusters Score -3908974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3908975.000000 Penalty: 5038.663086
	Iteration 45Q: 3 clusters Score -3908975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3908974.250000 Penalty: 5038.663086
	Iteration 46Q: 3 clusters Score -3908974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3908974.250000 Penalty: 5038.663086
	Iteration 47F: 3 clusters Score -3908974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (109256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Entering Unmasked Estep 
Score: -16858022.000000 Penalty: 2877.159424
	Iteration 0F: 2 clusters Score -1.685802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -16788926.000000 Penalty: 5754.318848
	Iteration 0F: 3 clusters Score -1.678893e+07 nChanged 51535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -16818120.000000 Penalty: 5754.318848
	Iteration 1F: 3 clusters Score -1.681812e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -16819244.000000 Penalty: 5754.318848
	Iteration 2Q: 3 clusters Score -1.681924e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -16820850.000000 Penalty: 5754.318848
	Iteration 3Q: 3 clusters Score -1.682085e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -16823180.000000 Penalty: 5754.318848
	Iteration 4Q: 3 clusters Score -1.682318e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -16826882.000000 Penalty: 5754.318848
	Iteration 5F: 3 clusters Score -1.682688e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -16831872.000000 Penalty: 5754.318848
	Iteration 6F: 3 clusters Score -1.683187e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -16837886.000000 Penalty: 5754.318848
	Iteration 7F: 3 clusters Score -1.683789e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -16843948.000000 Penalty: 5754.318848
	Iteration 8F: 3 clusters Score -1.684395e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -16848504.000000 Penalty: 5754.318848
	Iteration 9F: 3 clusters Score -1.68485e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -16851180.000000 Penalty: 5754.318848
	Iteration 10Q: 3 clusters Score -1.685118e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -16852734.000000 Penalty: 5754.318848
	Iteration 11Q: 3 clusters Score -1.685273e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92933 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -16853654.000000 Penalty: 5754.318848
	Iteration 12Q: 3 clusters Score -1.685365e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -16854472.000000 Penalty: 5754.318848
	Iteration 13Q: 3 clusters Score -1.685447e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -16855018.000000 Penalty: 5754.318848
	Iteration 14Q: 3 clusters Score -1.685502e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -16855528.000000 Penalty: 5754.318848
	Iteration 15Q: 3 clusters Score -1.685553e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -16855892.000000 Penalty: 5754.318848
	Iteration 16Q: 3 clusters Score -1.685589e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -16856082.000000 Penalty: 5754.318848
	Iteration 17Q: 3 clusters Score -1.685608e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -16856304.000000 Penalty: 5754.318848
	Iteration 18Q: 3 clusters Score -1.68563e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100467 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -16856498.000000 Penalty: 5754.318848
	Iteration 19Q: 3 clusters Score -1.68565e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -16856606.000000 Penalty: 5754.318848
	Iteration 20F: 3 clusters Score -1.685661e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -16856674.000000 Penalty: 5754.318848
	Iteration 21Q: 3 clusters Score -1.685667e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -16856762.000000 Penalty: 5754.318848
	Iteration 22Q: 3 clusters Score -1.685676e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -16856762.000000 Penalty: 5754.318848
	Iteration 23Q: 3 clusters Score -1.685676e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -16856774.000000 Penalty: 5754.318848
	Iteration 24Q: 3 clusters Score -1.685677e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -16856804.000000 Penalty: 5754.318848
	Iteration 25Q: 3 clusters Score -1.68568e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -16856800.000000 Penalty: 5754.318848
	Iteration 26Q: 3 clusters Score -1.68568e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -16856812.000000 Penalty: 5754.318848
	Iteration 27Q: 3 clusters Score -1.685681e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -16856744.000000 Penalty: 5754.318848
	Iteration 28Q: 3 clusters Score -1.685674e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104571 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -16856682.000000 Penalty: 5754.318848
	Iteration 29Q: 3 clusters Score -1.685668e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104777 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -16856712.000000 Penalty: 5754.318848
	Iteration 30Q: 3 clusters Score -1.685671e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -16856732.000000 Penalty: 5754.318848
	Iteration 31Q: 3 clusters Score -1.685673e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -16856690.000000 Penalty: 5754.318848
	Iteration 32Q: 3 clusters Score -1.685669e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -16856658.000000 Penalty: 5754.318848
	Iteration 33Q: 3 clusters Score -1.685666e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -16856652.000000 Penalty: 5754.318848
	Iteration 34Q: 3 clusters Score -1.685665e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -16856638.000000 Penalty: 5754.318848
	Iteration 35Q: 3 clusters Score -1.685664e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -16856626.000000 Penalty: 5754.318848
	Iteration 36Q: 3 clusters Score -1.685663e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -16856654.000000 Penalty: 5754.318848
	Iteration 37Q: 3 clusters Score -1.685665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -16856666.000000 Penalty: 5754.318848
	Iteration 38Q: 3 clusters Score -1.685667e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106052 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -16856628.000000 Penalty: 5754.318848
	Iteration 39Q: 3 clusters Score -1.685663e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -16856618.000000 Penalty: 5754.318848
	Iteration 40F: 3 clusters Score -1.685662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -16856618.000000 Penalty: 5754.318848
	Iteration 41Q: 3 clusters Score -1.685662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -16856616.000000 Penalty: 5754.318848
	Iteration 42Q: 3 clusters Score -1.685662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -16856630.000000 Penalty: 5754.318848
	Iteration 43Q: 3 clusters Score -1.685663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -16856636.000000 Penalty: 5754.318848
	Iteration 44Q: 3 clusters Score -1.685664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -16856616.000000 Penalty: 5754.318848
	Iteration 45Q: 3 clusters Score -1.685662e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106365 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -16856608.000000 Penalty: 5754.318848
	Iteration 46Q: 3 clusters Score -1.685661e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -16856630.000000 Penalty: 5754.318848
	Iteration 47Q: 3 clusters Score -1.685663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -16856632.000000 Penalty: 5754.318848
	Iteration 48Q: 3 clusters Score -1.685663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106457 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -16856628.000000 Penalty: 5754.318848
	Iteration 49Q: 3 clusters Score -1.685663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -16856640.000000 Penalty: 5754.318848
	Iteration 50Q: 3 clusters Score -1.685664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -16856634.000000 Penalty: 5754.318848
	Iteration 51Q: 3 clusters Score -1.685663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -16856638.000000 Penalty: 5754.318848
	Iteration 52Q: 3 clusters Score -1.685664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106520 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -16856646.000000 Penalty: 5754.318848
	Iteration 53Q: 3 clusters Score -1.685665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -16856634.000000 Penalty: 5754.318848
	Iteration 54Q: 3 clusters Score -1.685663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -16856644.000000 Penalty: 5754.318848
	Iteration 55Q: 3 clusters Score -1.685664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -16856644.000000 Penalty: 5754.318848
	Iteration 56Q: 3 clusters Score -1.685664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -16856624.000000 Penalty: 5754.318848
	Iteration 57Q: 3 clusters Score -1.685662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106575 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16856628.000000 Penalty: 5754.318848
	Iteration 58Q: 3 clusters Score -1.685663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16856646.000000 Penalty: 5754.318848
	Iteration 59Q: 3 clusters Score -1.685665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -16856630.000000 Penalty: 5754.318848
	Iteration 60F: 3 clusters Score -1.685663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -16856646.000000 Penalty: 5754.318848
	Iteration 61Q: 3 clusters Score -1.685665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -16856638.000000 Penalty: 5754.318848
	Iteration 62Q: 3 clusters Score -1.685664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -16856646.000000 Penalty: 5754.318848
	Iteration 63Q: 3 clusters Score -1.685665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -16856644.000000 Penalty: 5754.318848
	Iteration 64Q: 3 clusters Score -1.685664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16856644.000000 Penalty: 5754.318848
	Iteration 65Q: 3 clusters Score -1.685664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -16856650.000000 Penalty: 5754.318848
	Iteration 66Q: 3 clusters Score -1.685665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -16856638.000000 Penalty: 5754.318848
	Iteration 67Q: 3 clusters Score -1.685664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -16856652.000000 Penalty: 5754.318848
	Iteration 68Q: 3 clusters Score -1.685665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -16856652.000000 Penalty: 5754.318848
	Iteration 69F: 3 clusters Score -1.685665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 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 416 members 
Entering Unmasked Estep 
Score: -111260.710938 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111260.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111688.539062 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111688.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111964.320312 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -111964.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112177.234375 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -112177.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112310.273438 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -112310.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112383.218750 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -112383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112433.640625 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -112433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112491.265625 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -112491.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112538.101562 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -112538.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112655.437500 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -112655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112729.578125 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -112729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112764.828125 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -112764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112806.398438 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -112806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112821.804688 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -112821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112844.734375 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -112844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112851.796875 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -112851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112854.117188 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -112854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112879.585938 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -112879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112889.273438 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -112889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112889.273438 Penalty: 3338.584961
	Iteration 19F: 3 clusters Score -112889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -1256686.000000 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -1256686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1250098.500000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -1250098 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1251885.625000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -1251886 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1252139.000000 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -1252139 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1252315.000000 Penalty: 4476.268066
	Iteration 3Q: 3 clusters Score -1252315 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1252451.250000 Penalty: 4476.268066
	Iteration 4Q: 3 clusters Score -1252451 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1252558.500000 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -1252558 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1252657.875000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -1252658 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1252773.875000 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -1252774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1252896.625000 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -1252897 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1253028.125000 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -1253028 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1253174.125000 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -1253174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1253313.875000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -1253314 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1253455.500000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -1253456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1253609.125000 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -1253609 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1253763.750000 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -1253764 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1253932.500000 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -1253932 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1254135.125000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -1254135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1254305.125000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -1254305 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1254442.000000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -1254442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1254533.125000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -1254533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1254599.125000 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -1254599 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1254654.000000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -1254654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1254688.875000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -1254689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1254719.625000 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -1254720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1254744.375000 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -1254744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1254759.250000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -1254759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1254772.500000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -1254772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1254787.875000 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -1254788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1254798.000000 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -1254798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1254800.000000 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -1254800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1254803.500000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -1254804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1254807.125000 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -1254807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1254808.125000 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -1254808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1254808.500000 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -1254808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1254808.500000 Penalty: 4476.268066
	Iteration 34F: 3 clusters Score -1254808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -92094.859375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -92094.86 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 398 members 
Entering Unmasked Estep 
Score: -90408.960938 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -90408.96 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90762.000000 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -90762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90945.617188 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -90945.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91102.851562 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -91102.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91207.593750 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -91207.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91313.078125 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -91313.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91376.343750 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -91376.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91431.414062 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -91431.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91468.320312 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -91468.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91492.289062 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -91492.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91544.664062 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -91544.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91589.968750 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -91589.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91624.078125 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -91624.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91663.929688 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -91663.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91689.398438 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -91689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91698.804688 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -91698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91706.609375 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -91706.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91714.523438 Penalty: 3313.704102
	Iteration 17Q: 3 clusters Score -91714.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91722.531250 Penalty: 3313.704102
	Iteration 18Q: 3 clusters Score -91722.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91730.375000 Penalty: 3313.704102
	Iteration 19Q: 3 clusters Score -91730.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91733.718750 Penalty: 3313.704102
	Iteration 20F: 3 clusters Score -91733.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91739.234375 Penalty: 3313.704102
	Iteration 21Q: 3 clusters Score -91739.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91739.234375 Penalty: 3313.704102
	Iteration 22F: 3 clusters Score -91739.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -111194.992188 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -111195 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 438 members 
Entering Unmasked Estep 
Score: -109555.804688 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -109555.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110305.554688 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -110305.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112152.796875 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -112152.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -112583.320312 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -112583.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -112740.468750 Penalty: 3354.313965
	Iteration 4Q: 3 clusters Score -112740.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -112805.320312 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -112805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -112866.390625 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -112866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -112887.351562 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -112887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -112890.375000 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -112890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -112894.578125 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -112894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -112898.312500 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -112898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -112908.851562 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -112908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -112910.781250 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -112910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -112914.351562 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -112914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -112918.039062 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -112918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -112929.820312 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -112929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -112932.390625 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -112932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -112932.390625 Penalty: 3354.313965
	Iteration 17F: 3 clusters Score -112932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 724 members 
Mstep: Class 34 contains 141 members 
Entering Unmasked Estep 
Score: -104162216.000000 Penalty: 113455.515625
Splitting cluster 33 changes total score from -104162232.000000 to -104162216.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175702 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34714 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114799 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 109256 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162288.000000 Penalty: 110118.593750
Iteration 159Q: 34 clusters Score -1.041623e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 175695 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15133 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 19965 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34724 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114762 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 298 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8611 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 109276 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162352.000000 Penalty: 110118.593750
Iteration 160F: 34 clusters Score -1.041624e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 175707 members 
Mstep: Class 6 contains 36974 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15144 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 19969 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114758 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8612 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 109246 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162344.000000 Penalty: 110118.593750
Iteration 161Q: 34 clusters Score -1.041623e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 175712 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15154 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 19972 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34741 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114710 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8619 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 109280 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162360.000000 Penalty: 110118.593750
Iteration 162Q: 34 clusters Score -1.041624e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 175746 members 
Mstep: Class 6 contains 36974 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15160 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 19979 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 34751 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114655 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 25806 members 
Mstep: Class 29 contains 109277 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162384.000000 Penalty: 110118.593750
Iteration 163Q: 34 clusters Score -1.041624e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 175749 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 19977 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 34761 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114611 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8626 members 
Mstep: Class 28 contains 25803 members 
Mstep: Class 29 contains 109312 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162328.000000 Penalty: 110118.593750
Iteration 164Q: 34 clusters Score -1.041623e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 175741 members 
Mstep: Class 6 contains 36973 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15176 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 19982 members 
Mstep: Class 18 contains 15295 members 
Mstep: Class 19 contains 34767 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114545 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 25800 members 
Mstep: Class 29 contains 109371 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162520.000000 Penalty: 110118.593750
Iteration 165Q: 34 clusters Score -1.041625e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 175727 members 
Mstep: Class 6 contains 36978 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 19984 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34781 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114497 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 25796 members 
Mstep: Class 29 contains 109423 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162688.000000 Penalty: 110118.593750
Iteration 166Q: 34 clusters Score -1.041627e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 175720 members 
Mstep: Class 6 contains 36982 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 19994 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34786 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114457 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8624 members 
Mstep: Class 28 contains 25791 members 
Mstep: Class 29 contains 109462 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162768.000000 Penalty: 110118.593750
Iteration 167Q: 34 clusters Score -1.041628e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 175687 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2476 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 19997 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34798 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114419 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 25789 members 
Mstep: Class 29 contains 109527 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162896.000000 Penalty: 110118.593750
Iteration 168Q: 34 clusters Score -1.041629e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 175653 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15190 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 20001 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34806 members 
Mstep: Class 20 contains 42011 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114372 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 25788 members 
Mstep: Class 29 contains 109591 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163088.000000 Penalty: 110118.593750
Iteration 169Q: 34 clusters Score -1.041631e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 175613 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 20008 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 34818 members 
Mstep: Class 20 contains 42004 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 114370 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 25785 members 
Mstep: Class 29 contains 109613 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163072.000000 Penalty: 110118.593750
Iteration 170Q: 34 clusters Score -1.041631e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 175584 members 
Mstep: Class 6 contains 36988 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 20009 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34826 members 
Mstep: Class 20 contains 41996 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114357 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8622 members 
Mstep: Class 28 contains 25780 members 
Mstep: Class 29 contains 109652 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162992.000000 Penalty: 110118.593750
Iteration 171Q: 34 clusters Score -1.04163e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 175544 members 
Mstep: Class 6 contains 36990 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 20011 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 34835 members 
Mstep: Class 20 contains 41994 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114322 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8626 members 
Mstep: Class 28 contains 25782 members 
Mstep: Class 29 contains 109710 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162920.000000 Penalty: 110118.593750
Iteration 172Q: 34 clusters Score -1.041629e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 175518 members 
Mstep: Class 6 contains 36991 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 20014 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 34843 members 
Mstep: Class 20 contains 41994 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114289 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8626 members 
Mstep: Class 28 contains 25780 members 
Mstep: Class 29 contains 109764 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162808.000000 Penalty: 110118.593750
Iteration 173Q: 34 clusters Score -1.041628e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 175524 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 20016 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34847 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114250 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8623 members 
Mstep: Class 28 contains 25782 members 
Mstep: Class 29 contains 109796 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162720.000000 Penalty: 110118.593750
Iteration 174Q: 34 clusters Score -1.041627e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 175523 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13898 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 20014 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34852 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114209 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8623 members 
Mstep: Class 28 contains 25784 members 
Mstep: Class 29 contains 109833 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162912.000000 Penalty: 110118.593750
Iteration 175Q: 34 clusters Score -1.041629e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 175481 members 
Mstep: Class 6 contains 36992 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 20017 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34864 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114199 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 25787 members 
Mstep: Class 29 contains 109868 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162832.000000 Penalty: 110118.593750
Iteration 176Q: 34 clusters Score -1.041628e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 175434 members 
Mstep: Class 6 contains 36997 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 20025 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34875 members 
Mstep: Class 20 contains 42001 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114151 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8625 members 
Mstep: Class 28 contains 25788 members 
Mstep: Class 29 contains 109941 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162848.000000 Penalty: 110118.593750
Iteration 177Q: 34 clusters Score -1.041628e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 175380 members 
Mstep: Class 6 contains 36999 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 20030 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34887 members 
Mstep: Class 20 contains 41997 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114141 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8624 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 109992 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162864.000000 Penalty: 110118.593750
Iteration 178Q: 34 clusters Score -1.041629e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 175344 members 
Mstep: Class 6 contains 36999 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 20033 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 41995 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114118 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8624 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 110032 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162888.000000 Penalty: 110118.593750
Iteration 179Q: 34 clusters Score -1.041629e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 175309 members 
Mstep: Class 6 contains 36999 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13897 members 
Mstep: Class 10 contains 15211 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 20031 members 
Mstep: Class 18 contains 15291 members 
Mstep: Class 19 contains 34897 members 
Mstep: Class 20 contains 41996 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114069 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8624 members 
Mstep: Class 28 contains 25806 members 
Mstep: Class 29 contains 110096 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162968.000000 Penalty: 110118.593750
Iteration 180F: 34 clusters Score -1.04163e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 175275 members 
Mstep: Class 6 contains 36998 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 15220 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 20035 members 
Mstep: Class 18 contains 15286 members 
Mstep: Class 19 contains 34908 members 
Mstep: Class 20 contains 41997 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 114008 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 110181 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163176.000000 Penalty: 110118.593750
Iteration 181Q: 34 clusters Score -1.041632e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 175258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20031 members 
Mstep: Class 18 contains 15282 members 
Mstep: Class 19 contains 34912 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113947 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8619 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 110250 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163296.000000 Penalty: 110118.593750
Iteration 182Q: 34 clusters Score -1.041633e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 175240 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 20026 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 34914 members 
Mstep: Class 20 contains 41997 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113910 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8618 members 
Mstep: Class 28 contains 25803 members 
Mstep: Class 29 contains 110309 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163328.000000 Penalty: 110118.593750
Iteration 183Q: 34 clusters Score -1.041633e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 175213 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15243 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 20021 members 
Mstep: Class 18 contains 15279 members 
Mstep: Class 19 contains 34918 members 
Mstep: Class 20 contains 41996 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113893 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8618 members 
Mstep: Class 28 contains 25803 members 
Mstep: Class 29 contains 110352 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163336.000000 Penalty: 110118.593750
Iteration 184Q: 34 clusters Score -1.041633e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 175188 members 
Mstep: Class 6 contains 37001 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20019 members 
Mstep: Class 18 contains 15279 members 
Mstep: Class 19 contains 34917 members 
Mstep: Class 20 contains 41998 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113880 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8616 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 110385 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163560.000000 Penalty: 110118.593750
Iteration 185Q: 34 clusters Score -1.041636e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 18561 members 
Mstep: Class 5 contains 175174 members 
Mstep: Class 6 contains 37001 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20021 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 34918 members 
Mstep: Class 20 contains 42000 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113820 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 110452 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163448.000000 Penalty: 110118.593750
Iteration 186Q: 34 clusters Score -1.041634e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 175151 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 20020 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 34919 members 
Mstep: Class 20 contains 42005 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113789 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 110509 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163472.000000 Penalty: 110118.593750
Iteration 187Q: 34 clusters Score -1.041635e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 18563 members 
Mstep: Class 5 contains 175135 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15247 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 20022 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 34925 members 
Mstep: Class 20 contains 42007 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113720 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 25805 members 
Mstep: Class 29 contains 110576 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163592.000000 Penalty: 110118.593750
Iteration 188Q: 34 clusters Score -1.041636e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 175104 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20027 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 34931 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113647 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8616 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 110666 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163688.000000 Penalty: 110118.593750
Iteration 189Q: 34 clusters Score -1.041637e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 18561 members 
Mstep: Class 5 contains 175052 members 
Mstep: Class 6 contains 36995 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 20032 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34935 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113597 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 110754 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163928.000000 Penalty: 110118.593750
Iteration 190Q: 34 clusters Score -1.041639e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 175001 members 
Mstep: Class 6 contains 36990 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 20041 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34938 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113555 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 574 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 110853 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163960.000000 Penalty: 110118.593750
Iteration 191Q: 34 clusters Score -1.04164e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 174926 members 
Mstep: Class 6 contains 36991 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 20060 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34944 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113479 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2507 members 
Mstep: Class 26 contains 575 members 
Mstep: Class 27 contains 8619 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 110978 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 110118.593750
Iteration 192Q: 34 clusters Score -1.041637e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 18561 members 
Mstep: Class 5 contains 174832 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20068 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34942 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113399 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8613 members 
Mstep: Class 28 contains 25796 members 
Mstep: Class 29 contains 111152 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163696.000000 Penalty: 110118.593750
Iteration 193Q: 34 clusters Score -1.041637e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 174774 members 
Mstep: Class 6 contains 36994 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 20070 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34943 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113290 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 111316 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163688.000000 Penalty: 110118.593750
Iteration 194Q: 34 clusters Score -1.041637e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 174745 members 
Mstep: Class 6 contains 36993 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13902 members 
Mstep: Class 10 contains 15243 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 20074 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34941 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113205 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8605 members 
Mstep: Class 28 contains 25800 members 
Mstep: Class 29 contains 111433 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163432.000000 Penalty: 110118.593750
Iteration 195Q: 34 clusters Score -1.041634e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 174671 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 20073 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34944 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113170 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8606 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 111539 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163496.000000 Penalty: 110118.593750
Iteration 196Q: 34 clusters Score -1.041635e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 174624 members 
Mstep: Class 6 contains 36985 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113103 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8603 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 111648 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163432.000000 Penalty: 110118.593750
Iteration 197Q: 34 clusters Score -1.041634e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 18556 members 
Mstep: Class 5 contains 174597 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 20086 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34959 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113040 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8605 members 
Mstep: Class 28 contains 25798 members 
Mstep: Class 29 contains 111718 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163360.000000 Penalty: 110118.593750
Iteration 198Q: 34 clusters Score -1.041634e+08 nChanged 778
Entering ConstructFrom: 
Score: -104163360.000000 Penalty: 110118.593750
Entering ConstructFrom: 
Trying to split cluster 1 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -662305.750000 Penalty: 2117.272217
	Iteration 0F: 2 clusters Score -662305.8 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 2586 members 
Entering Unmasked Estep 
Score: -657884.500000 Penalty: 4234.544434
	Iteration 0F: 3 clusters Score -657884.5 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -659493.125000 Penalty: 4234.544434
	Iteration 1F: 3 clusters Score -659493.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -660479.312500 Penalty: 4234.544434
	Iteration 2F: 3 clusters Score -660479.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -661115.625000 Penalty: 4234.544434
	Iteration 3F: 3 clusters Score -661115.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -661454.500000 Penalty: 4234.544434
	Iteration 4F: 3 clusters Score -661454.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -661707.062500 Penalty: 4234.544434
	Iteration 5F: 3 clusters Score -661707.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -661868.187500 Penalty: 4234.544434
	Iteration 6Q: 3 clusters Score -661868.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -661974.500000 Penalty: 4234.544434
	Iteration 7Q: 3 clusters Score -661974.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -662040.562500 Penalty: 4234.544434
	Iteration 8Q: 3 clusters Score -662040.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -662131.750000 Penalty: 4234.544434
	Iteration 9Q: 3 clusters Score -662131.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -662225.000000 Penalty: 4234.544434
	Iteration 10Q: 3 clusters Score -662225 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -662329.375000 Penalty: 4234.544434
	Iteration 11Q: 3 clusters Score -662329.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -662427.687500 Penalty: 4234.544434
	Iteration 12Q: 3 clusters Score -662427.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -662531.812500 Penalty: 4234.544434
	Iteration 13Q: 3 clusters Score -662531.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -662604.312500 Penalty: 4234.544434
	Iteration 14Q: 3 clusters Score -662604.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -662649.125000 Penalty: 4234.544434
	Iteration 15Q: 3 clusters Score -662649.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -662671.062500 Penalty: 4234.544434
	Iteration 16Q: 3 clusters Score -662671.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -662689.187500 Penalty: 4234.544434
	Iteration 17Q: 3 clusters Score -662689.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -662698.312500 Penalty: 4234.544434
	Iteration 18Q: 3 clusters Score -662698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -662703.437500 Penalty: 4234.544434
	Iteration 19Q: 3 clusters Score -662703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -662709.687500 Penalty: 4234.544434
	Iteration 20F: 3 clusters Score -662709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -662715.937500 Penalty: 4234.544434
	Iteration 21Q: 3 clusters Score -662715.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -662717.312500 Penalty: 4234.544434
	Iteration 22Q: 3 clusters Score -662717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -662722.000000 Penalty: 4234.544434
	Iteration 23Q: 3 clusters Score -662722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -662724.000000 Penalty: 4234.544434
	Iteration 24Q: 3 clusters Score -662724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -662722.312500 Penalty: 4234.544434
	Iteration 25Q: 3 clusters Score -662722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -662723.687500 Penalty: 4234.544434
	Iteration 26Q: 3 clusters Score -662723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -662723.687500 Penalty: 4234.544434
	Iteration 27F: 3 clusters Score -662723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 3514 members 
Entering Unmasked Estep 
Score: -104162504.000000 Penalty: 113455.515625
Splitting cluster 1 changes total score from -104163360.000000 to -104162504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -596239.562500 Penalty: 2061.835449
	Iteration 0F: 2 clusters Score -596239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -592251.500000 Penalty: 4123.670898
	Iteration 0F: 3 clusters Score -592251.5 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -593203.687500 Penalty: 4123.670898
	Iteration 1F: 3 clusters Score -593203.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -593387.500000 Penalty: 4123.670898
	Iteration 2F: 3 clusters Score -593387.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -593482.500000 Penalty: 4123.670898
	Iteration 3Q: 3 clusters Score -593482.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -593554.562500 Penalty: 4123.670898
	Iteration 4Q: 3 clusters Score -593554.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -593637.562500 Penalty: 4123.670898
	Iteration 5Q: 3 clusters Score -593637.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -593744.062500 Penalty: 4123.670898
	Iteration 6Q: 3 clusters Score -593744.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -593879.875000 Penalty: 4123.670898
	Iteration 7Q: 3 clusters Score -593879.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -594086.500000 Penalty: 4123.670898
	Iteration 8Q: 3 clusters Score -594086.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -594430.250000 Penalty: 4123.670898
	Iteration 9F: 3 clusters Score -594430.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -595031.062500 Penalty: 4123.670898
	Iteration 10F: 3 clusters Score -595031.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -595769.125000 Penalty: 4123.670898
	Iteration 11F: 3 clusters Score -595769.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -596385.500000 Penalty: 4123.670898
	Iteration 12F: 3 clusters Score -596385.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -596755.812500 Penalty: 4123.670898
	Iteration 13F: 3 clusters Score -596755.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -596931.062500 Penalty: 4123.670898
	Iteration 14Q: 3 clusters Score -596931.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -597006.562500 Penalty: 4123.670898
	Iteration 15Q: 3 clusters Score -597006.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -597027.937500 Penalty: 4123.670898
	Iteration 16Q: 3 clusters Score -597027.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -597039.312500 Penalty: 4123.670898
	Iteration 17Q: 3 clusters Score -597039.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -597051.937500 Penalty: 4123.670898
	Iteration 18Q: 3 clusters Score -597051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -597057.062500 Penalty: 4123.670898
	Iteration 19Q: 3 clusters Score -597057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -597065.250000 Penalty: 4123.670898
	Iteration 20F: 3 clusters Score -597065.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -597071.312500 Penalty: 4123.670898
	Iteration 21Q: 3 clusters Score -597071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -597075.875000 Penalty: 4123.670898
	Iteration 22Q: 3 clusters Score -597075.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -597079.375000 Penalty: 4123.670898
	Iteration 23Q: 3 clusters Score -597079.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -597083.000000 Penalty: 4123.670898
	Iteration 24Q: 3 clusters Score -597083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -597085.687500 Penalty: 4123.670898
	Iteration 25Q: 3 clusters Score -597085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -597089.750000 Penalty: 4123.670898
	Iteration 26Q: 3 clusters Score -597089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -597096.000000 Penalty: 4123.670898
	Iteration 27Q: 3 clusters Score -597096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -597096.562500 Penalty: 4123.670898
	Iteration 28Q: 3 clusters Score -597096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -597098.187500 Penalty: 4123.670898
	Iteration 29Q: 3 clusters Score -597098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -597100.375000 Penalty: 4123.670898
	Iteration 30Q: 3 clusters Score -597100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -597100.625000 Penalty: 4123.670898
	Iteration 31Q: 3 clusters Score -597100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -597100.312500 Penalty: 4123.670898
	Iteration 32Q: 3 clusters Score -597100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -597100.312500 Penalty: 4123.670898
	Iteration 33F: 3 clusters Score -597100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 2143 members 
Entering Unmasked Estep 
Score: -104162872.000000 Penalty: 113455.515625
Splitting cluster 2 changes total score from -104163360.000000 to -104162872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -640821.062500 Penalty: 2081.741943
	Iteration 0F: 2 clusters Score -640821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -636696.062500 Penalty: 4163.483887
	Iteration 0F: 3 clusters Score -636696.1 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -637627.187500 Penalty: 4163.483887
	Iteration 1F: 3 clusters Score -637627.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -637861.312500 Penalty: 4163.483887
	Iteration 2F: 3 clusters Score -637861.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -637991.625000 Penalty: 4163.483887
	Iteration 3Q: 3 clusters Score -637991.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -638093.312500 Penalty: 4163.483887
	Iteration 4Q: 3 clusters Score -638093.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -638161.125000 Penalty: 4163.483887
	Iteration 5Q: 3 clusters Score -638161.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -638211.187500 Penalty: 4163.483887
	Iteration 6Q: 3 clusters Score -638211.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -638247.125000 Penalty: 4163.483887
	Iteration 7Q: 3 clusters Score -638247.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -638275.875000 Penalty: 4163.483887
	Iteration 8Q: 3 clusters Score -638275.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -638301.500000 Penalty: 4163.483887
	Iteration 9Q: 3 clusters Score -638301.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -638324.687500 Penalty: 4163.483887
	Iteration 10Q: 3 clusters Score -638324.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -638338.562500 Penalty: 4163.483887
	Iteration 11Q: 3 clusters Score -638338.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -638353.687500 Penalty: 4163.483887
	Iteration 12Q: 3 clusters Score -638353.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -638371.500000 Penalty: 4163.483887
	Iteration 13Q: 3 clusters Score -638371.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -638387.625000 Penalty: 4163.483887
	Iteration 14Q: 3 clusters Score -638387.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -638397.437500 Penalty: 4163.483887
	Iteration 15Q: 3 clusters Score -638397.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -638413.125000 Penalty: 4163.483887
	Iteration 16Q: 3 clusters Score -638413.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -638428.250000 Penalty: 4163.483887
	Iteration 17Q: 3 clusters Score -638428.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -638434.500000 Penalty: 4163.483887
	Iteration 18Q: 3 clusters Score -638434.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -638443.500000 Penalty: 4163.483887
	Iteration 19Q: 3 clusters Score -638443.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -638450.250000 Penalty: 4163.483887
	Iteration 20F: 3 clusters Score -638450.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -638453.625000 Penalty: 4163.483887
	Iteration 21Q: 3 clusters Score -638453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -638461.437500 Penalty: 4163.483887
	Iteration 22Q: 3 clusters Score -638461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -638469.812500 Penalty: 4163.483887
	Iteration 23Q: 3 clusters Score -638469.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -638480.250000 Penalty: 4163.483887
	Iteration 24Q: 3 clusters Score -638480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -638491.312500 Penalty: 4163.483887
	Iteration 25Q: 3 clusters Score -638491.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -638499.500000 Penalty: 4163.483887
	Iteration 26Q: 3 clusters Score -638499.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -638507.625000 Penalty: 4163.483887
	Iteration 27Q: 3 clusters Score -638507.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -638517.375000 Penalty: 4163.483887
	Iteration 28Q: 3 clusters Score -638517.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -638529.750000 Penalty: 4163.483887
	Iteration 29Q: 3 clusters Score -638529.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -638542.437500 Penalty: 4163.483887
	Iteration 30Q: 3 clusters Score -638542.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -638554.687500 Penalty: 4163.483887
	Iteration 31Q: 3 clusters Score -638554.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -638562.562500 Penalty: 4163.483887
	Iteration 32Q: 3 clusters Score -638562.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -638571.687500 Penalty: 4163.483887
	Iteration 33Q: 3 clusters Score -638571.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -638583.312500 Penalty: 4163.483887
	Iteration 34Q: 3 clusters Score -638583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -638598.062500 Penalty: 4163.483887
	Iteration 35Q: 3 clusters Score -638598.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -638617.687500 Penalty: 4163.483887
	Iteration 36Q: 3 clusters Score -638617.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -638639.250000 Penalty: 4163.483887
	Iteration 37Q: 3 clusters Score -638639.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -638670.625000 Penalty: 4163.483887
	Iteration 38Q: 3 clusters Score -638670.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -638704.812500 Penalty: 4163.483887
	Iteration 39Q: 3 clusters Score -638704.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -638737.500000 Penalty: 4163.483887
	Iteration 40F: 3 clusters Score -638737.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -638763.437500 Penalty: 4163.483887
	Iteration 41Q: 3 clusters Score -638763.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -638799.562500 Penalty: 4163.483887
	Iteration 42Q: 3 clusters Score -638799.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -638832.875000 Penalty: 4163.483887
	Iteration 43Q: 3 clusters Score -638832.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -638863.687500 Penalty: 4163.483887
	Iteration 44Q: 3 clusters Score -638863.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -638905.500000 Penalty: 4163.483887
	Iteration 45Q: 3 clusters Score -638905.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -638946.875000 Penalty: 4163.483887
	Iteration 46Q: 3 clusters Score -638946.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -638986.562500 Penalty: 4163.483887
	Iteration 47Q: 3 clusters Score -638986.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -639028.500000 Penalty: 4163.483887
	Iteration 48Q: 3 clusters Score -639028.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -639062.937500 Penalty: 4163.483887
	Iteration 49Q: 3 clusters Score -639062.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -639093.000000 Penalty: 4163.483887
	Iteration 50Q: 3 clusters Score -639093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -639123.250000 Penalty: 4163.483887
	Iteration 51Q: 3 clusters Score -639123.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -639158.437500 Penalty: 4163.483887
	Iteration 52Q: 3 clusters Score -639158.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -639186.937500 Penalty: 4163.483887
	Iteration 53Q: 3 clusters Score -639186.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -639209.125000 Penalty: 4163.483887
	Iteration 54Q: 3 clusters Score -639209.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -639226.812500 Penalty: 4163.483887
	Iteration 55Q: 3 clusters Score -639226.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -639241.562500 Penalty: 4163.483887
	Iteration 56Q: 3 clusters Score -639241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -639249.750000 Penalty: 4163.483887
	Iteration 57Q: 3 clusters Score -639249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -639259.562500 Penalty: 4163.483887
	Iteration 58Q: 3 clusters Score -639259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -639265.625000 Penalty: 4163.483887
	Iteration 59Q: 3 clusters Score -639265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -639269.875000 Penalty: 4163.483887
	Iteration 60F: 3 clusters Score -639269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -639269.062500 Penalty: 4163.483887
	Iteration 61Q: 3 clusters Score -639269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -639272.125000 Penalty: 4163.483887
	Iteration 62Q: 3 clusters Score -639272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -639273.312500 Penalty: 4163.483887
	Iteration 63Q: 3 clusters Score -639273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -639275.812500 Penalty: 4163.483887
	Iteration 64Q: 3 clusters Score -639275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -639276.875000 Penalty: 4163.483887
	Iteration 65Q: 3 clusters Score -639276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -639281.687500 Penalty: 4163.483887
	Iteration 66Q: 3 clusters Score -639281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -639284.250000 Penalty: 4163.483887
	Iteration 67Q: 3 clusters Score -639284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -639285.562500 Penalty: 4163.483887
	Iteration 68Q: 3 clusters Score -639285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -639285.437500 Penalty: 4163.483887
	Iteration 69Q: 3 clusters Score -639285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -639285.625000 Penalty: 4163.483887
	Iteration 70Q: 3 clusters Score -639285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -639287.125000 Penalty: 4163.483887
	Iteration 71Q: 3 clusters Score -639287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -639289.000000 Penalty: 4163.483887
	Iteration 72Q: 3 clusters Score -639289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -639290.375000 Penalty: 4163.483887
	Iteration 73Q: 3 clusters Score -639290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -639291.562500 Penalty: 4163.483887
	Iteration 74Q: 3 clusters Score -639291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -639292.562500 Penalty: 4163.483887
	Iteration 75Q: 3 clusters Score -639292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -639295.750000 Penalty: 4163.483887
	Iteration 76Q: 3 clusters Score -639295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -639296.750000 Penalty: 4163.483887
	Iteration 77Q: 3 clusters Score -639296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -639297.000000 Penalty: 4163.483887
	Iteration 78Q: 3 clusters Score -639297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -639297.000000 Penalty: 4163.483887
	Iteration 79F: 3 clusters Score -639297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Entering Unmasked Estep 
Score: -2833889.000000 Penalty: 2437.493408
	Iteration 0F: 2 clusters Score -2833889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2820889.500000 Penalty: 4874.986816
	Iteration 0F: 3 clusters Score -2820890 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2825266.000000 Penalty: 4874.986816
	Iteration 1F: 3 clusters Score -2825266 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2825668.750000 Penalty: 4874.986816
	Iteration 2F: 3 clusters Score -2825669 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2826024.250000 Penalty: 4874.986816
	Iteration 3Q: 3 clusters Score -2826024 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2826338.250000 Penalty: 4874.986816
	Iteration 4Q: 3 clusters Score -2826338 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2826625.500000 Penalty: 4874.986816
	Iteration 5Q: 3 clusters Score -2826626 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2826944.250000 Penalty: 4874.986816
	Iteration 6Q: 3 clusters Score -2826944 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2827307.000000 Penalty: 4874.986816
	Iteration 7Q: 3 clusters Score -2827307 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2827687.000000 Penalty: 4874.986816
	Iteration 8Q: 3 clusters Score -2827687 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2828038.000000 Penalty: 4874.986816
	Iteration 9Q: 3 clusters Score -2828038 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2828346.250000 Penalty: 4874.986816
	Iteration 10Q: 3 clusters Score -2828346 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2828670.000000 Penalty: 4874.986816
	Iteration 11Q: 3 clusters Score -2828670 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2829062.500000 Penalty: 4874.986816
	Iteration 12Q: 3 clusters Score -2829062 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2829445.750000 Penalty: 4874.986816
	Iteration 13Q: 3 clusters Score -2829446 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2829885.250000 Penalty: 4874.986816
	Iteration 14Q: 3 clusters Score -2829885 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2830413.750000 Penalty: 4874.986816
	Iteration 15Q: 3 clusters Score -2830414 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2830950.250000 Penalty: 4874.986816
	Iteration 16Q: 3 clusters Score -2830950 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2831433.000000 Penalty: 4874.986816
	Iteration 17Q: 3 clusters Score -2831433 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2831824.000000 Penalty: 4874.986816
	Iteration 18Q: 3 clusters Score -2831824 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2832088.250000 Penalty: 4874.986816
	Iteration 19Q: 3 clusters Score -2832088 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2832284.000000 Penalty: 4874.986816
	Iteration 20F: 3 clusters Score -2832284 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2832420.250000 Penalty: 4874.986816
	Iteration 21Q: 3 clusters Score -2832420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2832503.750000 Penalty: 4874.986816
	Iteration 22Q: 3 clusters Score -2832504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2832562.000000 Penalty: 4874.986816
	Iteration 23Q: 3 clusters Score -2832562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2832582.500000 Penalty: 4874.986816
	Iteration 24Q: 3 clusters Score -2832582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2832597.750000 Penalty: 4874.986816
	Iteration 25Q: 3 clusters Score -2832598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2832618.250000 Penalty: 4874.986816
	Iteration 26Q: 3 clusters Score -2832618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2832638.250000 Penalty: 4874.986816
	Iteration 27Q: 3 clusters Score -2832638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2832645.500000 Penalty: 4874.986816
	Iteration 28Q: 3 clusters Score -2832646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2832644.500000 Penalty: 4874.986816
	Iteration 29Q: 3 clusters Score -2832644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2832650.500000 Penalty: 4874.986816
	Iteration 30Q: 3 clusters Score -2832650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2832649.750000 Penalty: 4874.986816
	Iteration 31Q: 3 clusters Score -2832650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2832649.750000 Penalty: 4874.986816
	Iteration 32F: 3 clusters Score -2832650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Entering Unmasked Estep 
Score: -26813022.000000 Penalty: 2993.357422
	Iteration 0F: 2 clusters Score -2.681302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -26706846.000000 Penalty: 5986.714844
	Iteration 0F: 3 clusters Score -2.670685e+07 nChanged 83820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -26755428.000000 Penalty: 5986.714844
	Iteration 1F: 3 clusters Score -2.675543e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -26756950.000000 Penalty: 5986.714844
	Iteration 2Q: 3 clusters Score -2.675695e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -26759488.000000 Penalty: 5986.714844
	Iteration 3Q: 3 clusters Score -2.675949e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 88412 members 
Entering Unmasked Estep 
Score: -26763616.000000 Penalty: 5986.714844
	Iteration 4Q: 3 clusters Score -2.676362e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -26769256.000000 Penalty: 5986.714844
	Iteration 5F: 3 clusters Score -2.676926e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -26777544.000000 Penalty: 5986.714844
	Iteration 6F: 3 clusters Score -2.677754e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -26787086.000000 Penalty: 5986.714844
	Iteration 7F: 3 clusters Score -2.678709e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 101278 members 
Entering Unmasked Estep 
Score: -26795364.000000 Penalty: 5986.714844
	Iteration 8F: 3 clusters Score -2.679536e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -26799576.000000 Penalty: 5986.714844
	Iteration 9Q: 3 clusters Score -2.679958e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -26801322.000000 Penalty: 5986.714844
	Iteration 10Q: 3 clusters Score -2.680132e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -26802672.000000 Penalty: 5986.714844
	Iteration 11Q: 3 clusters Score -2.680267e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 116984 members 
Entering Unmasked Estep 
Score: -26804358.000000 Penalty: 5986.714844
	Iteration 12Q: 3 clusters Score -2.680436e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 121685 members 
Entering Unmasked Estep 
Score: -26805966.000000 Penalty: 5986.714844
	Iteration 13Q: 3 clusters Score -2.680597e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -26807492.000000 Penalty: 5986.714844
	Iteration 14Q: 3 clusters Score -2.680749e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -26808984.000000 Penalty: 5986.714844
	Iteration 15Q: 3 clusters Score -2.680898e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -26810398.000000 Penalty: 5986.714844
	Iteration 16Q: 3 clusters Score -2.68104e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 141856 members 
Entering Unmasked Estep 
Score: -26810930.000000 Penalty: 5986.714844
	Iteration 17Q: 3 clusters Score -2.681093e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 146577 members 
Entering Unmasked Estep 
Score: -26811428.000000 Penalty: 5986.714844
	Iteration 18Q: 3 clusters Score -2.681143e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -26811676.000000 Penalty: 5986.714844
	Iteration 19Q: 3 clusters Score -2.681168e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -26811826.000000 Penalty: 5986.714844
	Iteration 20F: 3 clusters Score -2.681183e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -26811698.000000 Penalty: 5986.714844
	Iteration 21Q: 3 clusters Score -2.68117e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -26811558.000000 Penalty: 5986.714844
	Iteration 22Q: 3 clusters Score -2.681156e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -26811480.000000 Penalty: 5986.714844
	Iteration 23Q: 3 clusters Score -2.681148e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 164457 members 
Entering Unmasked Estep 
Score: -26811402.000000 Penalty: 5986.714844
	Iteration 24Q: 3 clusters Score -2.68114e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -26811212.000000 Penalty: 5986.714844
	Iteration 25Q: 3 clusters Score -2.681121e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 167027 members 
Entering Unmasked Estep 
Score: -26811060.000000 Penalty: 5986.714844
	Iteration 26Q: 3 clusters Score -2.681106e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -26811002.000000 Penalty: 5986.714844
	Iteration 27Q: 3 clusters Score -2.6811e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -26810952.000000 Penalty: 5986.714844
	Iteration 28Q: 3 clusters Score -2.681095e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -26810886.000000 Penalty: 5986.714844
	Iteration 29Q: 3 clusters Score -2.681089e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 170114 members 
Entering Unmasked Estep 
Score: -26810934.000000 Penalty: 5986.714844
	Iteration 30Q: 3 clusters Score -2.681093e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -26810916.000000 Penalty: 5986.714844
	Iteration 31Q: 3 clusters Score -2.681092e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -26810990.000000 Penalty: 5986.714844
	Iteration 32Q: 3 clusters Score -2.681099e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -26810916.000000 Penalty: 5986.714844
	Iteration 33Q: 3 clusters Score -2.681092e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -26810906.000000 Penalty: 5986.714844
	Iteration 34Q: 3 clusters Score -2.681091e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -26810904.000000 Penalty: 5986.714844
	Iteration 35Q: 3 clusters Score -2.68109e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 172389 members 
Entering Unmasked Estep 
Score: -26810832.000000 Penalty: 5986.714844
	Iteration 36Q: 3 clusters Score -2.681083e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 172584 members 
Entering Unmasked Estep 
Score: -26810818.000000 Penalty: 5986.714844
	Iteration 37Q: 3 clusters Score -2.681082e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 172752 members 
Entering Unmasked Estep 
Score: -26810824.000000 Penalty: 5986.714844
	Iteration 38Q: 3 clusters Score -2.681082e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -26810812.000000 Penalty: 5986.714844
	Iteration 39Q: 3 clusters Score -2.681081e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -26810816.000000 Penalty: 5986.714844
	Iteration 40F: 3 clusters Score -2.681082e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 173107 members 
Entering Unmasked Estep 
Score: -26810768.000000 Penalty: 5986.714844
	Iteration 41Q: 3 clusters Score -2.681077e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -26810812.000000 Penalty: 5986.714844
	Iteration 42Q: 3 clusters Score -2.681081e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 173301 members 
Entering Unmasked Estep 
Score: -26810824.000000 Penalty: 5986.714844
	Iteration 43Q: 3 clusters Score -2.681082e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 173383 members 
Entering Unmasked Estep 
Score: -26810826.000000 Penalty: 5986.714844
	Iteration 44Q: 3 clusters Score -2.681083e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 173447 members 
Entering Unmasked Estep 
Score: -26810794.000000 Penalty: 5986.714844
	Iteration 45Q: 3 clusters Score -2.681079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 173485 members 
Entering Unmasked Estep 
Score: -26810822.000000 Penalty: 5986.714844
	Iteration 46Q: 3 clusters Score -2.681082e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -26810826.000000 Penalty: 5986.714844
	Iteration 47Q: 3 clusters Score -2.681083e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 173562 members 
Entering Unmasked Estep 
Score: -26810844.000000 Penalty: 5986.714844
	Iteration 48Q: 3 clusters Score -2.681084e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 173607 members 
Entering Unmasked Estep 
Score: -26810818.000000 Penalty: 5986.714844
	Iteration 49Q: 3 clusters Score -2.681082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 173633 members 
Entering Unmasked Estep 
Score: -26810846.000000 Penalty: 5986.714844
	Iteration 50Q: 3 clusters Score -2.681085e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 173661 members 
Entering Unmasked Estep 
Score: -26810858.000000 Penalty: 5986.714844
	Iteration 51Q: 3 clusters Score -2.681086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 173681 members 
Entering Unmasked Estep 
Score: -26810848.000000 Penalty: 5986.714844
	Iteration 52Q: 3 clusters Score -2.681085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 173691 members 
Entering Unmasked Estep 
Score: -26810842.000000 Penalty: 5986.714844
	Iteration 53Q: 3 clusters Score -2.681084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 173703 members 
Entering Unmasked Estep 
Score: -26810846.000000 Penalty: 5986.714844
	Iteration 54Q: 3 clusters Score -2.681085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 173714 members 
Entering Unmasked Estep 
Score: -26810836.000000 Penalty: 5986.714844
	Iteration 55Q: 3 clusters Score -2.681084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 173718 members 
Entering Unmasked Estep 
Score: -26810838.000000 Penalty: 5986.714844
	Iteration 56Q: 3 clusters Score -2.681084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -26810836.000000 Penalty: 5986.714844
	Iteration 57Q: 3 clusters Score -2.681084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -26810830.000000 Penalty: 5986.714844
	Iteration 58Q: 3 clusters Score -2.681083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -26810836.000000 Penalty: 5986.714844
	Iteration 59Q: 3 clusters Score -2.681084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 173728 members 
Entering Unmasked Estep 
Score: -26810832.000000 Penalty: 5986.714844
	Iteration 60F: 3 clusters Score -2.681083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -26810834.000000 Penalty: 5986.714844
	Iteration 61Q: 3 clusters Score -2.681083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -26810834.000000 Penalty: 5986.714844
	Iteration 62F: 3 clusters Score -2.681083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Entering Unmasked Estep 
Score: -5599541.500000 Penalty: 2608.476562
	Iteration 0F: 2 clusters Score -5599542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -5574387.500000 Penalty: 5216.953125
	Iteration 0F: 3 clusters Score -5574388 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5583793.000000 Penalty: 5216.953125
	Iteration 1F: 3 clusters Score -5583793 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -5584407.500000 Penalty: 5216.953125
	Iteration 2Q: 3 clusters Score -5584408 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5585064.500000 Penalty: 5216.953125
	Iteration 3Q: 3 clusters Score -5585064 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5585907.000000 Penalty: 5216.953125
	Iteration 4Q: 3 clusters Score -5585907 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -5586877.000000 Penalty: 5216.953125
	Iteration 5Q: 3 clusters Score -5586877 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5587840.000000 Penalty: 5216.953125
	Iteration 6Q: 3 clusters Score -5587840 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5588822.000000 Penalty: 5216.953125
	Iteration 7Q: 3 clusters Score -5588822 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5589762.500000 Penalty: 5216.953125
	Iteration 8Q: 3 clusters Score -5589762 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5590696.000000 Penalty: 5216.953125
	Iteration 9Q: 3 clusters Score -5590696 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5591710.000000 Penalty: 5216.953125
	Iteration 10Q: 3 clusters Score -5591710 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5592678.500000 Penalty: 5216.953125
	Iteration 11Q: 3 clusters Score -5592678 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5593636.000000 Penalty: 5216.953125
	Iteration 12Q: 3 clusters Score -5593636 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5594455.000000 Penalty: 5216.953125
	Iteration 13Q: 3 clusters Score -5594455 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -5595236.500000 Penalty: 5216.953125
	Iteration 14Q: 3 clusters Score -5595236 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5595878.000000 Penalty: 5216.953125
	Iteration 15Q: 3 clusters Score -5595878 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -5596279.500000 Penalty: 5216.953125
	Iteration 16Q: 3 clusters Score -5596280 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -5596594.500000 Penalty: 5216.953125
	Iteration 17Q: 3 clusters Score -5596594 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -5596781.500000 Penalty: 5216.953125
	Iteration 18Q: 3 clusters Score -5596782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5596931.500000 Penalty: 5216.953125
	Iteration 19Q: 3 clusters Score -5596932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5597024.500000 Penalty: 5216.953125
	Iteration 20F: 3 clusters Score -5597024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -5597109.000000 Penalty: 5216.953125
	Iteration 21Q: 3 clusters Score -5597109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -5597163.500000 Penalty: 5216.953125
	Iteration 22Q: 3 clusters Score -5597164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -5597214.500000 Penalty: 5216.953125
	Iteration 23Q: 3 clusters Score -5597214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5597234.000000 Penalty: 5216.953125
	Iteration 24Q: 3 clusters Score -5597234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -5597258.000000 Penalty: 5216.953125
	Iteration 25Q: 3 clusters Score -5597258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5597278.500000 Penalty: 5216.953125
	Iteration 26Q: 3 clusters Score -5597278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5597290.000000 Penalty: 5216.953125
	Iteration 27Q: 3 clusters Score -5597290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5597313.000000 Penalty: 5216.953125
	Iteration 28Q: 3 clusters Score -5597313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -5597319.000000 Penalty: 5216.953125
	Iteration 29Q: 3 clusters Score -5597319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -5597324.500000 Penalty: 5216.953125
	Iteration 30Q: 3 clusters Score -5597324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5597337.500000 Penalty: 5216.953125
	Iteration 31Q: 3 clusters Score -5597338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -5597341.500000 Penalty: 5216.953125
	Iteration 32Q: 3 clusters Score -5597342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5597345.500000 Penalty: 5216.953125
	Iteration 33Q: 3 clusters Score -5597346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5597343.000000 Penalty: 5216.953125
	Iteration 34Q: 3 clusters Score -5597343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5597352.000000 Penalty: 5216.953125
	Iteration 35Q: 3 clusters Score -5597352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5597350.500000 Penalty: 5216.953125
	Iteration 36Q: 3 clusters Score -5597350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5597348.500000 Penalty: 5216.953125
	Iteration 37Q: 3 clusters Score -5597348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5597351.500000 Penalty: 5216.953125
	Iteration 38Q: 3 clusters Score -5597352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5597351.000000 Penalty: 5216.953125
	Iteration 39Q: 3 clusters Score -5597351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -5597357.500000 Penalty: 5216.953125
	Iteration 40F: 3 clusters Score -5597358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -135029.906250 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -135029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133306.234375 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -133306.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134160.046875 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -134160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -134811.078125 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -134811.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -135080.593750 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -135080.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -135162.843750 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -135162.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -135190.218750 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -135190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -135202.000000 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -135202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135206.640625 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -135206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135209.906250 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -135209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135209.906250 Penalty: 3427.237549
	Iteration 9F: 3 clusters Score -135209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 183 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 819 members 
Entering Unmasked Estep 
Score: -104161752.000000 Penalty: 113455.515625
Splitting cluster 7 changes total score from -104163360.000000 to -104161752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88237.421875 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88237.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86834.289062 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86834.29 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -87726.070312 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87726.07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -88111.320312 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -88111.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88290.632812 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -88290.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88415.007812 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -88415.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -88476.710938 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -88476.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88503.609375 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -88503.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88526.023438 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -88526.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88534.250000 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -88534.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88534.921875 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -88534.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -88543.218750 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -88543.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -88561.851562 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -88561.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88562.679688 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -88562.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88562.679688 Penalty: 3274.210205
	Iteration 13F: 3 clusters Score -88562.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 582 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 154 members 
Entering Unmasked Estep 
Score: -104161920.000000 Penalty: 113455.515625
Splitting cluster 8 changes total score from -104163360.000000 to -104161920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -1940765.750000 Penalty: 2365.903320
	Iteration 0F: 2 clusters Score -1940766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1930704.625000 Penalty: 4731.806641
	Iteration 0F: 3 clusters Score -1930705 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1934329.875000 Penalty: 4731.806641
	Iteration 1F: 3 clusters Score -1934330 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1935108.375000 Penalty: 4731.806641
	Iteration 2F: 3 clusters Score -1935108 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1935948.750000 Penalty: 4731.806641
	Iteration 3F: 3 clusters Score -1935949 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1936765.000000 Penalty: 4731.806641
	Iteration 4F: 3 clusters Score -1936765 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1937418.500000 Penalty: 4731.806641
	Iteration 5F: 3 clusters Score -1937418 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1937853.875000 Penalty: 4731.806641
	Iteration 6F: 3 clusters Score -1937854 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1938186.250000 Penalty: 4731.806641
	Iteration 7Q: 3 clusters Score -1938186 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1938411.125000 Penalty: 4731.806641
	Iteration 8Q: 3 clusters Score -1938411 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1938558.250000 Penalty: 4731.806641
	Iteration 9Q: 3 clusters Score -1938558 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1938665.000000 Penalty: 4731.806641
	Iteration 10Q: 3 clusters Score -1938665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1938735.000000 Penalty: 4731.806641
	Iteration 11Q: 3 clusters Score -1938735 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1938790.750000 Penalty: 4731.806641
	Iteration 12Q: 3 clusters Score -1938791 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1938827.625000 Penalty: 4731.806641
	Iteration 13Q: 3 clusters Score -1938828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1938859.750000 Penalty: 4731.806641
	Iteration 14Q: 3 clusters Score -1938860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1938897.750000 Penalty: 4731.806641
	Iteration 15Q: 3 clusters Score -1938898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1938923.375000 Penalty: 4731.806641
	Iteration 16Q: 3 clusters Score -1938923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1938952.500000 Penalty: 4731.806641
	Iteration 17Q: 3 clusters Score -1938952 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1938998.000000 Penalty: 4731.806641
	Iteration 18Q: 3 clusters Score -1938998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1939038.000000 Penalty: 4731.806641
	Iteration 19Q: 3 clusters Score -1939038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1939090.250000 Penalty: 4731.806641
	Iteration 20F: 3 clusters Score -1939090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1939138.625000 Penalty: 4731.806641
	Iteration 21Q: 3 clusters Score -1939139 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1939172.250000 Penalty: 4731.806641
	Iteration 22Q: 3 clusters Score -1939172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1939197.250000 Penalty: 4731.806641
	Iteration 23Q: 3 clusters Score -1939197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1939202.250000 Penalty: 4731.806641
	Iteration 24Q: 3 clusters Score -1939202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1939224.750000 Penalty: 4731.806641
	Iteration 25Q: 3 clusters Score -1939225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1939231.250000 Penalty: 4731.806641
	Iteration 26Q: 3 clusters Score -1939231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1939244.250000 Penalty: 4731.806641
	Iteration 27Q: 3 clusters Score -1939244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1939253.000000 Penalty: 4731.806641
	Iteration 28Q: 3 clusters Score -1939253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1939261.625000 Penalty: 4731.806641
	Iteration 29Q: 3 clusters Score -1939262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1939269.500000 Penalty: 4731.806641
	Iteration 30Q: 3 clusters Score -1939270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1939277.625000 Penalty: 4731.806641
	Iteration 31Q: 3 clusters Score -1939278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1939279.875000 Penalty: 4731.806641
	Iteration 32Q: 3 clusters Score -1939280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1939280.875000 Penalty: 4731.806641
	Iteration 33Q: 3 clusters Score -1939281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1939289.625000 Penalty: 4731.806641
	Iteration 34Q: 3 clusters Score -1939290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1939291.625000 Penalty: 4731.806641
	Iteration 35Q: 3 clusters Score -1939292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1939295.625000 Penalty: 4731.806641
	Iteration 36Q: 3 clusters Score -1939296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1939295.000000 Penalty: 4731.806641
	Iteration 37Q: 3 clusters Score -1939295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1939293.750000 Penalty: 4731.806641
	Iteration 38Q: 3 clusters Score -1939294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1939290.625000 Penalty: 4731.806641
	Iteration 39Q: 3 clusters Score -1939291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1939292.500000 Penalty: 4731.806641
	Iteration 40F: 3 clusters Score -1939292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1939298.125000 Penalty: 4731.806641
	Iteration 41Q: 3 clusters Score -1939298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1939293.000000 Penalty: 4731.806641
	Iteration 42Q: 3 clusters Score -1939293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1939296.625000 Penalty: 4731.806641
	Iteration 43Q: 3 clusters Score -1939297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1939297.500000 Penalty: 4731.806641
	Iteration 44Q: 3 clusters Score -1939298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1939300.250000 Penalty: 4731.806641
	Iteration 45Q: 3 clusters Score -1939300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1939298.375000 Penalty: 4731.806641
	Iteration 46Q: 3 clusters Score -1939298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1939295.750000 Penalty: 4731.806641
	Iteration 47Q: 3 clusters Score -1939296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1939290.125000 Penalty: 4731.806641
	Iteration 48Q: 3 clusters Score -1939290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1939296.125000 Penalty: 4731.806641
	Iteration 49Q: 3 clusters Score -1939296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1939297.750000 Penalty: 4731.806641
	Iteration 50Q: 3 clusters Score -1939298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1939297.625000 Penalty: 4731.806641
	Iteration 51Q: 3 clusters Score -1939298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1939299.125000 Penalty: 4731.806641
	Iteration 52Q: 3 clusters Score -1939299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1939297.875000 Penalty: 4731.806641
	Iteration 53Q: 3 clusters Score -1939298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1939294.250000 Penalty: 4731.806641
	Iteration 54Q: 3 clusters Score -1939294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1939295.000000 Penalty: 4731.806641
	Iteration 55Q: 3 clusters Score -1939295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1939296.625000 Penalty: 4731.806641
	Iteration 56Q: 3 clusters Score -1939297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1939296.625000 Penalty: 4731.806641
	Iteration 57F: 3 clusters Score -1939297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Entering Unmasked Estep 
Score: -2319409.250000 Penalty: 2389.014160
	Iteration 0F: 2 clusters Score -2319409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2308442.000000 Penalty: 4778.028320
	Iteration 0F: 3 clusters Score -2308442 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2311830.500000 Penalty: 4778.028320
	Iteration 1F: 3 clusters Score -2311830 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2312350.250000 Penalty: 4778.028320
	Iteration 2F: 3 clusters Score -2312350 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2312992.500000 Penalty: 4778.028320
	Iteration 3F: 3 clusters Score -2312992 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2313769.250000 Penalty: 4778.028320
	Iteration 4F: 3 clusters Score -2313769 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2314731.500000 Penalty: 4778.028320
	Iteration 5F: 3 clusters Score -2314732 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2315684.500000 Penalty: 4778.028320
	Iteration 6F: 3 clusters Score -2315684 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2316448.250000 Penalty: 4778.028320
	Iteration 7F: 3 clusters Score -2316448 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2317040.750000 Penalty: 4778.028320
	Iteration 8F: 3 clusters Score -2317041 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2317517.500000 Penalty: 4778.028320
	Iteration 9Q: 3 clusters Score -2317518 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2317879.000000 Penalty: 4778.028320
	Iteration 10Q: 3 clusters Score -2317879 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2318184.000000 Penalty: 4778.028320
	Iteration 11Q: 3 clusters Score -2318184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2318333.750000 Penalty: 4778.028320
	Iteration 12Q: 3 clusters Score -2318334 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2318437.750000 Penalty: 4778.028320
	Iteration 13Q: 3 clusters Score -2318438 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2318512.750000 Penalty: 4778.028320
	Iteration 14Q: 3 clusters Score -2318513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2318572.000000 Penalty: 4778.028320
	Iteration 15Q: 3 clusters Score -2318572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2318610.000000 Penalty: 4778.028320
	Iteration 16Q: 3 clusters Score -2318610 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2318644.000000 Penalty: 4778.028320
	Iteration 17Q: 3 clusters Score -2318644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2318688.000000 Penalty: 4778.028320
	Iteration 18Q: 3 clusters Score -2318688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2318706.000000 Penalty: 4778.028320
	Iteration 19Q: 3 clusters Score -2318706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2318730.000000 Penalty: 4778.028320
	Iteration 20F: 3 clusters Score -2318730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2318763.500000 Penalty: 4778.028320
	Iteration 21Q: 3 clusters Score -2318764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2318781.750000 Penalty: 4778.028320
	Iteration 22Q: 3 clusters Score -2318782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2318796.000000 Penalty: 4778.028320
	Iteration 23Q: 3 clusters Score -2318796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2318816.250000 Penalty: 4778.028320
	Iteration 24Q: 3 clusters Score -2318816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2318843.500000 Penalty: 4778.028320
	Iteration 25Q: 3 clusters Score -2318844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2318853.250000 Penalty: 4778.028320
	Iteration 26Q: 3 clusters Score -2318853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2318876.000000 Penalty: 4778.028320
	Iteration 27Q: 3 clusters Score -2318876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2318891.750000 Penalty: 4778.028320
	Iteration 28Q: 3 clusters Score -2318892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2318911.750000 Penalty: 4778.028320
	Iteration 29Q: 3 clusters Score -2318912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2318935.000000 Penalty: 4778.028320
	Iteration 30Q: 3 clusters Score -2318935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2318954.750000 Penalty: 4778.028320
	Iteration 31Q: 3 clusters Score -2318955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2318976.000000 Penalty: 4778.028320
	Iteration 32Q: 3 clusters Score -2318976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2318977.500000 Penalty: 4778.028320
	Iteration 33Q: 3 clusters Score -2318978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2318992.500000 Penalty: 4778.028320
	Iteration 34Q: 3 clusters Score -2318992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2318999.250000 Penalty: 4778.028320
	Iteration 35Q: 3 clusters Score -2318999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2319000.000000 Penalty: 4778.028320
	Iteration 36Q: 3 clusters Score -2319000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2319004.750000 Penalty: 4778.028320
	Iteration 37Q: 3 clusters Score -2319005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2319005.500000 Penalty: 4778.028320
	Iteration 38Q: 3 clusters Score -2319006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2319007.750000 Penalty: 4778.028320
	Iteration 39Q: 3 clusters Score -2319008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2319006.750000 Penalty: 4778.028320
	Iteration 40F: 3 clusters Score -2319007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2319007.000000 Penalty: 4778.028320
	Iteration 41Q: 3 clusters Score -2319007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2319009.500000 Penalty: 4778.028320
	Iteration 42Q: 3 clusters Score -2319010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2319008.000000 Penalty: 4778.028320
	Iteration 43Q: 3 clusters Score -2319008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2319012.250000 Penalty: 4778.028320
	Iteration 44Q: 3 clusters Score -2319012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2319010.000000 Penalty: 4778.028320
	Iteration 45Q: 3 clusters Score -2319010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2319009.000000 Penalty: 4778.028320
	Iteration 46Q: 3 clusters Score -2319009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2319009.000000 Penalty: 4778.028320
	Iteration 47F: 3 clusters Score -2319009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85667.453125 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85667.45 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85932.390625 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85932.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86038.585938 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86038.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86113.593750 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -86113.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86200.203125 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86200.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86298.250000 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86298.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86447.093750 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86447.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86566.351562 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86566.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86638.046875 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86638.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86684.804688 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86752.578125 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86752.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86822.523438 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -86822.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86862.492188 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -86862.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86871.335938 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -86871.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86887.468750 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -86887.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86887.468750 Penalty: 3194.709473
	Iteration 15F: 3 clusters Score -86887.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -350125.187500 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -350125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -347228.250000 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -347228.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -347877.937500 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -347877.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348228.093750 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -348228.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -348547.500000 Penalty: 3878.340332
	Iteration 3F: 3 clusters Score -348547.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348764.562500 Penalty: 3878.340332
	Iteration 4F: 3 clusters Score -348764.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -348915.937500 Penalty: 3878.340332
	Iteration 5F: 3 clusters Score -348915.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -349014.343750 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -349014.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -349067.000000 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -349067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -349106.218750 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -349106.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -349143.187500 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -349143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -349179.531250 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -349179.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349218.312500 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -349218.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -349264.031250 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -349264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -349303.281250 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -349303.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -349334.937500 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -349334.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -349361.843750 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -349361.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -349375.687500 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -349375.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -349388.375000 Penalty: 3878.340332
	Iteration 17Q: 3 clusters Score -349388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -349393.781250 Penalty: 3878.340332
	Iteration 18Q: 3 clusters Score -349393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -349397.593750 Penalty: 3878.340332
	Iteration 19Q: 3 clusters Score -349397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -349399.125000 Penalty: 3878.340332
	Iteration 20F: 3 clusters Score -349399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -349399.625000 Penalty: 3878.340332
	Iteration 21Q: 3 clusters Score -349399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -349399.625000 Penalty: 3878.340332
	Iteration 22F: 3 clusters Score -349399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -905130.937500 Penalty: 2163.684082
	Iteration 0F: 2 clusters Score -905130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -899860.000000 Penalty: 4327.368164
	Iteration 0F: 3 clusters Score -899860 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -901244.437500 Penalty: 4327.368164
	Iteration 1F: 3 clusters Score -901244.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -901658.375000 Penalty: 4327.368164
	Iteration 2F: 3 clusters Score -901658.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -902088.687500 Penalty: 4327.368164
	Iteration 3F: 3 clusters Score -902088.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -902482.062500 Penalty: 4327.368164
	Iteration 4F: 3 clusters Score -902482.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -902828.875000 Penalty: 4327.368164
	Iteration 5F: 3 clusters Score -902828.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -903070.562500 Penalty: 4327.368164
	Iteration 6F: 3 clusters Score -903070.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -903232.375000 Penalty: 4327.368164
	Iteration 7Q: 3 clusters Score -903232.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -903367.812500 Penalty: 4327.368164
	Iteration 8Q: 3 clusters Score -903367.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -903478.875000 Penalty: 4327.368164
	Iteration 9Q: 3 clusters Score -903478.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -903561.875000 Penalty: 4327.368164
	Iteration 10Q: 3 clusters Score -903561.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -903632.687500 Penalty: 4327.368164
	Iteration 11Q: 3 clusters Score -903632.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -903683.687500 Penalty: 4327.368164
	Iteration 12Q: 3 clusters Score -903683.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -903715.312500 Penalty: 4327.368164
	Iteration 13Q: 3 clusters Score -903715.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -903741.250000 Penalty: 4327.368164
	Iteration 14Q: 3 clusters Score -903741.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -903763.437500 Penalty: 4327.368164
	Iteration 15Q: 3 clusters Score -903763.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -903778.437500 Penalty: 4327.368164
	Iteration 16Q: 3 clusters Score -903778.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -903805.125000 Penalty: 4327.368164
	Iteration 17Q: 3 clusters Score -903805.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -903841.562500 Penalty: 4327.368164
	Iteration 18Q: 3 clusters Score -903841.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -903892.812500 Penalty: 4327.368164
	Iteration 19Q: 3 clusters Score -903892.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -903955.187500 Penalty: 4327.368164
	Iteration 20F: 3 clusters Score -903955.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -904039.437500 Penalty: 4327.368164
	Iteration 21Q: 3 clusters Score -904039.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -904121.625000 Penalty: 4327.368164
	Iteration 22Q: 3 clusters Score -904121.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -904199.312500 Penalty: 4327.368164
	Iteration 23Q: 3 clusters Score -904199.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -904257.000000 Penalty: 4327.368164
	Iteration 24Q: 3 clusters Score -904257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -904282.937500 Penalty: 4327.368164
	Iteration 25Q: 3 clusters Score -904282.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -904300.812500 Penalty: 4327.368164
	Iteration 26Q: 3 clusters Score -904300.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -904310.812500 Penalty: 4327.368164
	Iteration 27Q: 3 clusters Score -904310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -904322.500000 Penalty: 4327.368164
	Iteration 28Q: 3 clusters Score -904322.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -904336.062500 Penalty: 4327.368164
	Iteration 29Q: 3 clusters Score -904336.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -904344.437500 Penalty: 4327.368164
	Iteration 30Q: 3 clusters Score -904344.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -904350.750000 Penalty: 4327.368164
	Iteration 31Q: 3 clusters Score -904350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -904353.437500 Penalty: 4327.368164
	Iteration 32Q: 3 clusters Score -904353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -904354.437500 Penalty: 4327.368164
	Iteration 33Q: 3 clusters Score -904354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -904355.312500 Penalty: 4327.368164
	Iteration 34Q: 3 clusters Score -904355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -904356.312500 Penalty: 4327.368164
	Iteration 35Q: 3 clusters Score -904356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -904356.312500 Penalty: 4327.368164
	Iteration 36F: 3 clusters Score -904356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Entering Unmasked Estep 
Score: -599516.125000 Penalty: 2060.982910
	Iteration 0F: 2 clusters Score -599516.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -595585.375000 Penalty: 4121.965820
	Iteration 0F: 3 clusters Score -595585.4 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -596512.500000 Penalty: 4121.965820
	Iteration 1F: 3 clusters Score -596512.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -596753.812500 Penalty: 4121.965820
	Iteration 2F: 3 clusters Score -596753.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -596972.375000 Penalty: 4121.965820
	Iteration 3F: 3 clusters Score -596972.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -597160.375000 Penalty: 4121.965820
	Iteration 4Q: 3 clusters Score -597160.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -597326.375000 Penalty: 4121.965820
	Iteration 5Q: 3 clusters Score -597326.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -597508.125000 Penalty: 4121.965820
	Iteration 6Q: 3 clusters Score -597508.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -597672.687500 Penalty: 4121.965820
	Iteration 7Q: 3 clusters Score -597672.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -597813.375000 Penalty: 4121.965820
	Iteration 8Q: 3 clusters Score -597813.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -597979.937500 Penalty: 4121.965820
	Iteration 9Q: 3 clusters Score -597979.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -598189.750000 Penalty: 4121.965820
	Iteration 10Q: 3 clusters Score -598189.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -598387.000000 Penalty: 4121.965820
	Iteration 11Q: 3 clusters Score -598387 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -598514.062500 Penalty: 4121.965820
	Iteration 12Q: 3 clusters Score -598514.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -598594.250000 Penalty: 4121.965820
	Iteration 13Q: 3 clusters Score -598594.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -598635.250000 Penalty: 4121.965820
	Iteration 14Q: 3 clusters Score -598635.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -598664.875000 Penalty: 4121.965820
	Iteration 15Q: 3 clusters Score -598664.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -598679.437500 Penalty: 4121.965820
	Iteration 16Q: 3 clusters Score -598679.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -598692.000000 Penalty: 4121.965820
	Iteration 17Q: 3 clusters Score -598692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -598698.750000 Penalty: 4121.965820
	Iteration 18Q: 3 clusters Score -598698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -598701.875000 Penalty: 4121.965820
	Iteration 19Q: 3 clusters Score -598701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -598702.750000 Penalty: 4121.965820
	Iteration 20F: 3 clusters Score -598702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -598704.687500 Penalty: 4121.965820
	Iteration 21Q: 3 clusters Score -598704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -598705.250000 Penalty: 4121.965820
	Iteration 22Q: 3 clusters Score -598705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -598707.375000 Penalty: 4121.965820
	Iteration 23Q: 3 clusters Score -598707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -598708.187500 Penalty: 4121.965820
	Iteration 24Q: 3 clusters Score -598708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -598707.562500 Penalty: 4121.965820
	Iteration 25Q: 3 clusters Score -598707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -598708.937500 Penalty: 4121.965820
	Iteration 26Q: 3 clusters Score -598708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -598709.062500 Penalty: 4121.965820
	Iteration 27Q: 3 clusters Score -598709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -598711.312500 Penalty: 4121.965820
	Iteration 28Q: 3 clusters Score -598711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -598711.687500 Penalty: 4121.965820
	Iteration 29Q: 3 clusters Score -598711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -598711.687500 Penalty: 4121.965820
	Iteration 30F: 3 clusters Score -598711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -357702.312500 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -357702.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -354779.718750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -354779.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -355326.375000 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -355326.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -355494.593750 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -355494.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -355600.000000 Penalty: 3848.980225
	Iteration 3F: 3 clusters Score -355600 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -355663.875000 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -355663.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -355701.125000 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -355701.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -355727.000000 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -355727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -355746.937500 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -355746.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -355770.125000 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -355770.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -355783.843750 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -355783.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -355795.406250 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -355795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -355811.093750 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -355811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -355841.156250 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -355841.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -355872.812500 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -355872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -355906.531250 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -355906.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -355950.250000 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -355950.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356031.750000 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -356031.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -356119.218750 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -356119.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356170.750000 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -356170.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -356213.093750 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -356213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -356278.343750 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -356278.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -356348.656250 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -356348.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -356410.531250 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -356410.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -356464.812500 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -356464.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -356520.187500 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -356520.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -356579.312500 Penalty: 3848.980225
	Iteration 25Q: 3 clusters Score -356579.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -356641.375000 Penalty: 3848.980225
	Iteration 26Q: 3 clusters Score -356641.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -356696.031250 Penalty: 3848.980225
	Iteration 27Q: 3 clusters Score -356696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -356747.343750 Penalty: 3848.980225
	Iteration 28Q: 3 clusters Score -356747.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -356792.312500 Penalty: 3848.980225
	Iteration 29Q: 3 clusters Score -356792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -356817.781250 Penalty: 3848.980225
	Iteration 30Q: 3 clusters Score -356817.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -356846.281250 Penalty: 3848.980225
	Iteration 31Q: 3 clusters Score -356846.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -356865.312500 Penalty: 3848.980225
	Iteration 32Q: 3 clusters Score -356865.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -356886.593750 Penalty: 3848.980225
	Iteration 33Q: 3 clusters Score -356886.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -356900.187500 Penalty: 3848.980225
	Iteration 34Q: 3 clusters Score -356900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -356915.625000 Penalty: 3848.980225
	Iteration 35Q: 3 clusters Score -356915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -356925.250000 Penalty: 3848.980225
	Iteration 36Q: 3 clusters Score -356925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -356935.468750 Penalty: 3848.980225
	Iteration 37Q: 3 clusters Score -356935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -356943.093750 Penalty: 3848.980225
	Iteration 38Q: 3 clusters Score -356943.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -356951.187500 Penalty: 3848.980225
	Iteration 39Q: 3 clusters Score -356951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -356962.406250 Penalty: 3848.980225
	Iteration 40F: 3 clusters Score -356962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -356968.656250 Penalty: 3848.980225
	Iteration 41Q: 3 clusters Score -356968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -356976.343750 Penalty: 3848.980225
	Iteration 42Q: 3 clusters Score -356976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -356980.937500 Penalty: 3848.980225
	Iteration 43Q: 3 clusters Score -356980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -356983.718750 Penalty: 3848.980225
	Iteration 44Q: 3 clusters Score -356983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -356989.593750 Penalty: 3848.980225
	Iteration 45Q: 3 clusters Score -356989.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -356998.250000 Penalty: 3848.980225
	Iteration 46Q: 3 clusters Score -356998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -357001.312500 Penalty: 3848.980225
	Iteration 47Q: 3 clusters Score -357001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -357002.906250 Penalty: 3848.980225
	Iteration 48Q: 3 clusters Score -357002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -357004.312500 Penalty: 3848.980225
	Iteration 49Q: 3 clusters Score -357004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -357004.312500 Penalty: 3848.980225
	Iteration 50F: 3 clusters Score -357004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -813755.750000 Penalty: 2140.014893
	Iteration 0F: 2 clusters Score -813755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -808901.062500 Penalty: 4280.029785
	Iteration 0F: 3 clusters Score -808901.1 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -810250.937500 Penalty: 4280.029785
	Iteration 1F: 3 clusters Score -810250.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -810537.875000 Penalty: 4280.029785
	Iteration 2F: 3 clusters Score -810537.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -810783.812500 Penalty: 4280.029785
	Iteration 3F: 3 clusters Score -810783.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -811040.000000 Penalty: 4280.029785
	Iteration 4F: 3 clusters Score -811040 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -811300.562500 Penalty: 4280.029785
	Iteration 5F: 3 clusters Score -811300.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -811543.375000 Penalty: 4280.029785
	Iteration 6F: 3 clusters Score -811543.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -811753.375000 Penalty: 4280.029785
	Iteration 7Q: 3 clusters Score -811753.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -811894.437500 Penalty: 4280.029785
	Iteration 8Q: 3 clusters Score -811894.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -812004.187500 Penalty: 4280.029785
	Iteration 9Q: 3 clusters Score -812004.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -812124.187500 Penalty: 4280.029785
	Iteration 10Q: 3 clusters Score -812124.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -812225.375000 Penalty: 4280.029785
	Iteration 11Q: 3 clusters Score -812225.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -812329.750000 Penalty: 4280.029785
	Iteration 12Q: 3 clusters Score -812329.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -812399.375000 Penalty: 4280.029785
	Iteration 13Q: 3 clusters Score -812399.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -812453.250000 Penalty: 4280.029785
	Iteration 14Q: 3 clusters Score -812453.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -812487.312500 Penalty: 4280.029785
	Iteration 15Q: 3 clusters Score -812487.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -812506.187500 Penalty: 4280.029785
	Iteration 16Q: 3 clusters Score -812506.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -812521.500000 Penalty: 4280.029785
	Iteration 17Q: 3 clusters Score -812521.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -812527.625000 Penalty: 4280.029785
	Iteration 18Q: 3 clusters Score -812527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -812536.000000 Penalty: 4280.029785
	Iteration 19Q: 3 clusters Score -812536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -812542.562500 Penalty: 4280.029785
	Iteration 20F: 3 clusters Score -812542.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -812548.687500 Penalty: 4280.029785
	Iteration 21Q: 3 clusters Score -812548.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -812553.000000 Penalty: 4280.029785
	Iteration 22Q: 3 clusters Score -812553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -812556.937500 Penalty: 4280.029785
	Iteration 23Q: 3 clusters Score -812556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -812559.812500 Penalty: 4280.029785
	Iteration 24Q: 3 clusters Score -812559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -812563.000000 Penalty: 4280.029785
	Iteration 25Q: 3 clusters Score -812563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -812567.687500 Penalty: 4280.029785
	Iteration 26Q: 3 clusters Score -812567.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -812569.312500 Penalty: 4280.029785
	Iteration 27Q: 3 clusters Score -812569.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -812570.562500 Penalty: 4280.029785
	Iteration 28Q: 3 clusters Score -812570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -812572.125000 Penalty: 4280.029785
	Iteration 29Q: 3 clusters Score -812572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -812574.000000 Penalty: 4280.029785
	Iteration 30Q: 3 clusters Score -812574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -812577.125000 Penalty: 4280.029785
	Iteration 31Q: 3 clusters Score -812577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -812580.937500 Penalty: 4280.029785
	Iteration 32Q: 3 clusters Score -812580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -812583.312500 Penalty: 4280.029785
	Iteration 33Q: 3 clusters Score -812583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -812587.937500 Penalty: 4280.029785
	Iteration 34Q: 3 clusters Score -812587.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -812591.375000 Penalty: 4280.029785
	Iteration 35Q: 3 clusters Score -812591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -812592.562500 Penalty: 4280.029785
	Iteration 36Q: 3 clusters Score -812592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -812594.250000 Penalty: 4280.029785
	Iteration 37Q: 3 clusters Score -812594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -812595.062500 Penalty: 4280.029785
	Iteration 38Q: 3 clusters Score -812595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -812597.062500 Penalty: 4280.029785
	Iteration 39Q: 3 clusters Score -812597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -812596.000000 Penalty: 4280.029785
	Iteration 40F: 3 clusters Score -812596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -812594.125000 Penalty: 4280.029785
	Iteration 41Q: 3 clusters Score -812594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -812594.125000 Penalty: 4280.029785
	Iteration 42F: 3 clusters Score -812594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -2895211.750000 Penalty: 2457.178223
	Iteration 0F: 2 clusters Score -2895212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2881190.000000 Penalty: 4914.356445
	Iteration 0F: 3 clusters Score -2881190 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2886267.500000 Penalty: 4914.356445
	Iteration 1F: 3 clusters Score -2886268 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2886879.250000 Penalty: 4914.356445
	Iteration 2F: 3 clusters Score -2886879 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2887473.250000 Penalty: 4914.356445
	Iteration 3F: 3 clusters Score -2887473 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2888053.750000 Penalty: 4914.356445
	Iteration 4F: 3 clusters Score -2888054 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2888675.750000 Penalty: 4914.356445
	Iteration 5F: 3 clusters Score -2888676 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2889255.500000 Penalty: 4914.356445
	Iteration 6Q: 3 clusters Score -2889256 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2889779.750000 Penalty: 4914.356445
	Iteration 7Q: 3 clusters Score -2889780 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2890243.500000 Penalty: 4914.356445
	Iteration 8Q: 3 clusters Score -2890244 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2890576.250000 Penalty: 4914.356445
	Iteration 9Q: 3 clusters Score -2890576 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2890911.250000 Penalty: 4914.356445
	Iteration 10Q: 3 clusters Score -2890911 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2891239.500000 Penalty: 4914.356445
	Iteration 11Q: 3 clusters Score -2891240 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2891480.250000 Penalty: 4914.356445
	Iteration 12Q: 3 clusters Score -2891480 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2891691.750000 Penalty: 4914.356445
	Iteration 13Q: 3 clusters Score -2891692 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2891918.250000 Penalty: 4914.356445
	Iteration 14Q: 3 clusters Score -2891918 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2892160.000000 Penalty: 4914.356445
	Iteration 15Q: 3 clusters Score -2892160 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2892364.250000 Penalty: 4914.356445
	Iteration 16Q: 3 clusters Score -2892364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2892512.000000 Penalty: 4914.356445
	Iteration 17Q: 3 clusters Score -2892512 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2892652.250000 Penalty: 4914.356445
	Iteration 18Q: 3 clusters Score -2892652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2892765.750000 Penalty: 4914.356445
	Iteration 19Q: 3 clusters Score -2892766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2892875.250000 Penalty: 4914.356445
	Iteration 20F: 3 clusters Score -2892875 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2892963.750000 Penalty: 4914.356445
	Iteration 21Q: 3 clusters Score -2892964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2893053.750000 Penalty: 4914.356445
	Iteration 22Q: 3 clusters Score -2893054 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2893131.250000 Penalty: 4914.356445
	Iteration 23Q: 3 clusters Score -2893131 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2893214.250000 Penalty: 4914.356445
	Iteration 24Q: 3 clusters Score -2893214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2893292.500000 Penalty: 4914.356445
	Iteration 25Q: 3 clusters Score -2893292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2893352.750000 Penalty: 4914.356445
	Iteration 26Q: 3 clusters Score -2893353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2893399.500000 Penalty: 4914.356445
	Iteration 27Q: 3 clusters Score -2893400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2893436.250000 Penalty: 4914.356445
	Iteration 28Q: 3 clusters Score -2893436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2893466.750000 Penalty: 4914.356445
	Iteration 29Q: 3 clusters Score -2893467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2893487.000000 Penalty: 4914.356445
	Iteration 30Q: 3 clusters Score -2893487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2893496.000000 Penalty: 4914.356445
	Iteration 31Q: 3 clusters Score -2893496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2893508.750000 Penalty: 4914.356445
	Iteration 32Q: 3 clusters Score -2893509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2893525.500000 Penalty: 4914.356445
	Iteration 33Q: 3 clusters Score -2893526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2893536.000000 Penalty: 4914.356445
	Iteration 34Q: 3 clusters Score -2893536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2893537.250000 Penalty: 4914.356445
	Iteration 35Q: 3 clusters Score -2893537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2893542.750000 Penalty: 4914.356445
	Iteration 36Q: 3 clusters Score -2893543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2893549.500000 Penalty: 4914.356445
	Iteration 37Q: 3 clusters Score -2893550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2893557.000000 Penalty: 4914.356445
	Iteration 38Q: 3 clusters Score -2893557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2893557.000000 Penalty: 4914.356445
	Iteration 39Q: 3 clusters Score -2893557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2893559.500000 Penalty: 4914.356445
	Iteration 40F: 3 clusters Score -2893560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2893558.250000 Penalty: 4914.356445
	Iteration 41Q: 3 clusters Score -2893558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2893563.750000 Penalty: 4914.356445
	Iteration 42Q: 3 clusters Score -2893564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2893567.000000 Penalty: 4914.356445
	Iteration 43Q: 3 clusters Score -2893567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2893566.000000 Penalty: 4914.356445
	Iteration 44Q: 3 clusters Score -2893566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2893566.000000 Penalty: 4914.356445
	Iteration 45Q: 3 clusters Score -2893566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2893572.000000 Penalty: 4914.356445
	Iteration 46Q: 3 clusters Score -2893572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2893572.000000 Penalty: 4914.356445
	Iteration 47Q: 3 clusters Score -2893572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2893571.500000 Penalty: 4914.356445
	Iteration 48Q: 3 clusters Score -2893572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2893573.250000 Penalty: 4914.356445
	Iteration 49Q: 3 clusters Score -2893573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2893578.500000 Penalty: 4914.356445
	Iteration 50Q: 3 clusters Score -2893578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2893584.250000 Penalty: 4914.356445
	Iteration 51Q: 3 clusters Score -2893584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2893588.750000 Penalty: 4914.356445
	Iteration 52Q: 3 clusters Score -2893589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2893595.000000 Penalty: 4914.356445
	Iteration 53Q: 3 clusters Score -2893595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2893594.750000 Penalty: 4914.356445
	Iteration 54Q: 3 clusters Score -2893595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2893606.000000 Penalty: 4914.356445
	Iteration 55Q: 3 clusters Score -2893606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2893614.250000 Penalty: 4914.356445
	Iteration 56Q: 3 clusters Score -2893614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2893625.500000 Penalty: 4914.356445
	Iteration 57Q: 3 clusters Score -2893626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2893635.500000 Penalty: 4914.356445
	Iteration 58Q: 3 clusters Score -2893636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2893639.250000 Penalty: 4914.356445
	Iteration 59Q: 3 clusters Score -2893639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2893645.500000 Penalty: 4914.356445
	Iteration 60F: 3 clusters Score -2893646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2893645.500000 Penalty: 4914.356445
	Iteration 61Q: 3 clusters Score -2893646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2893652.000000 Penalty: 4914.356445
	Iteration 62Q: 3 clusters Score -2893652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2893659.750000 Penalty: 4914.356445
	Iteration 63Q: 3 clusters Score -2893660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2893662.000000 Penalty: 4914.356445
	Iteration 64Q: 3 clusters Score -2893662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2893671.750000 Penalty: 4914.356445
	Iteration 65Q: 3 clusters Score -2893672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2893680.250000 Penalty: 4914.356445
	Iteration 66Q: 3 clusters Score -2893680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2893692.000000 Penalty: 4914.356445
	Iteration 67Q: 3 clusters Score -2893692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2893695.000000 Penalty: 4914.356445
	Iteration 68Q: 3 clusters Score -2893695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2893707.000000 Penalty: 4914.356445
	Iteration 69Q: 3 clusters Score -2893707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2893712.750000 Penalty: 4914.356445
	Iteration 70Q: 3 clusters Score -2893713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2893718.500000 Penalty: 4914.356445
	Iteration 71Q: 3 clusters Score -2893718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2893722.250000 Penalty: 4914.356445
	Iteration 72Q: 3 clusters Score -2893722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2893733.250000 Penalty: 4914.356445
	Iteration 73Q: 3 clusters Score -2893733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2893730.500000 Penalty: 4914.356445
	Iteration 74Q: 3 clusters Score -2893730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2893731.250000 Penalty: 4914.356445
	Iteration 75Q: 3 clusters Score -2893731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2893733.750000 Penalty: 4914.356445
	Iteration 76Q: 3 clusters Score -2893734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2893739.000000 Penalty: 4914.356445
	Iteration 77Q: 3 clusters Score -2893739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2893738.750000 Penalty: 4914.356445
	Iteration 78Q: 3 clusters Score -2893739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2893742.750000 Penalty: 4914.356445
	Iteration 79Q: 3 clusters Score -2893743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2893745.750000 Penalty: 4914.356445
	Iteration 80F: 3 clusters Score -2893746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2893751.750000 Penalty: 4914.356445
	Iteration 81Q: 3 clusters Score -2893752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2893756.250000 Penalty: 4914.356445
	Iteration 82Q: 3 clusters Score -2893756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2893761.000000 Penalty: 4914.356445
	Iteration 83Q: 3 clusters Score -2893761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2893761.750000 Penalty: 4914.356445
	Iteration 84Q: 3 clusters Score -2893762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2893758.750000 Penalty: 4914.356445
	Iteration 85Q: 3 clusters Score -2893759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2893761.000000 Penalty: 4914.356445
	Iteration 86Q: 3 clusters Score -2893761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2893762.500000 Penalty: 4914.356445
	Iteration 87Q: 3 clusters Score -2893762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2893763.500000 Penalty: 4914.356445
	Iteration 88Q: 3 clusters Score -2893764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2893766.750000 Penalty: 4914.356445
	Iteration 89Q: 3 clusters Score -2893767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2893768.250000 Penalty: 4914.356445
	Iteration 90Q: 3 clusters Score -2893768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2893767.500000 Penalty: 4914.356445
	Iteration 91Q: 3 clusters Score -2893768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2893762.750000 Penalty: 4914.356445
	Iteration 92Q: 3 clusters Score -2893763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2893759.000000 Penalty: 4914.356445
	Iteration 93Q: 3 clusters Score -2893759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2893760.000000 Penalty: 4914.356445
	Iteration 94Q: 3 clusters Score -2893760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2893764.500000 Penalty: 4914.356445
	Iteration 95Q: 3 clusters Score -2893764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2893765.250000 Penalty: 4914.356445
	Iteration 96Q: 3 clusters Score -2893765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2893764.750000 Penalty: 4914.356445
	Iteration 97Q: 3 clusters Score -2893765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2893764.250000 Penalty: 4914.356445
	Iteration 98Q: 3 clusters Score -2893764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2893765.500000 Penalty: 4914.356445
	Iteration 99Q: 3 clusters Score -2893766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2893766.250000 Penalty: 4914.356445
	Iteration 100F: 3 clusters Score -2893766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2893765.500000 Penalty: 4914.356445
	Iteration 101Q: 3 clusters Score -2893766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2893766.500000 Penalty: 4914.356445
	Iteration 102Q: 3 clusters Score -2893766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2893768.000000 Penalty: 4914.356445
	Iteration 103Q: 3 clusters Score -2893768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2893769.250000 Penalty: 4914.356445
	Iteration 104Q: 3 clusters Score -2893769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2893775.750000 Penalty: 4914.356445
	Iteration 105Q: 3 clusters Score -2893776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2893772.750000 Penalty: 4914.356445
	Iteration 106Q: 3 clusters Score -2893773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2893772.250000 Penalty: 4914.356445
	Iteration 107Q: 3 clusters Score -2893772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2893772.500000 Penalty: 4914.356445
	Iteration 108Q: 3 clusters Score -2893772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2893783.500000 Penalty: 4914.356445
	Iteration 109Q: 3 clusters Score -2893784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2893786.250000 Penalty: 4914.356445
	Iteration 110Q: 3 clusters Score -2893786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2893787.750000 Penalty: 4914.356445
	Iteration 111Q: 3 clusters Score -2893788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2893795.750000 Penalty: 4914.356445
	Iteration 112Q: 3 clusters Score -2893796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2893797.750000 Penalty: 4914.356445
	Iteration 113Q: 3 clusters Score -2893798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2893802.000000 Penalty: 4914.356445
	Iteration 114Q: 3 clusters Score -2893802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2893801.000000 Penalty: 4914.356445
	Iteration 115Q: 3 clusters Score -2893801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2893800.750000 Penalty: 4914.356445
	Iteration 116Q: 3 clusters Score -2893801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2893802.750000 Penalty: 4914.356445
	Iteration 117Q: 3 clusters Score -2893803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2893804.250000 Penalty: 4914.356445
	Iteration 118Q: 3 clusters Score -2893804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2893809.250000 Penalty: 4914.356445
	Iteration 119Q: 3 clusters Score -2893809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2893813.500000 Penalty: 4914.356445
	Iteration 120F: 3 clusters Score -2893814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2893817.250000 Penalty: 4914.356445
	Iteration 121Q: 3 clusters Score -2893817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2893814.500000 Penalty: 4914.356445
	Iteration 122Q: 3 clusters Score -2893814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2893814.000000 Penalty: 4914.356445
	Iteration 123Q: 3 clusters Score -2893814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2893814.500000 Penalty: 4914.356445
	Iteration 124Q: 3 clusters Score -2893814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2893814.500000 Penalty: 4914.356445
	Iteration 125F: 3 clusters Score -2893814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Entering Unmasked Estep 
Score: -2303827.250000 Penalty: 2389.225342
	Iteration 0F: 2 clusters Score -2303827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2292817.250000 Penalty: 4778.450684
	Iteration 0F: 3 clusters Score -2292817 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2296682.000000 Penalty: 4778.450684
	Iteration 1F: 3 clusters Score -2296682 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2297575.000000 Penalty: 4778.450684
	Iteration 2F: 3 clusters Score -2297575 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2298398.000000 Penalty: 4778.450684
	Iteration 3F: 3 clusters Score -2298398 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2299062.250000 Penalty: 4778.450684
	Iteration 4F: 3 clusters Score -2299062 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2299692.000000 Penalty: 4778.450684
	Iteration 5F: 3 clusters Score -2299692 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2300307.250000 Penalty: 4778.450684
	Iteration 6F: 3 clusters Score -2300307 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2300893.250000 Penalty: 4778.450684
	Iteration 7F: 3 clusters Score -2300893 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2301397.000000 Penalty: 4778.450684
	Iteration 8Q: 3 clusters Score -2301397 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2301825.500000 Penalty: 4778.450684
	Iteration 9Q: 3 clusters Score -2301826 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2302181.750000 Penalty: 4778.450684
	Iteration 10Q: 3 clusters Score -2302182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2302473.000000 Penalty: 4778.450684
	Iteration 11Q: 3 clusters Score -2302473 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2302700.000000 Penalty: 4778.450684
	Iteration 12Q: 3 clusters Score -2302700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2302908.500000 Penalty: 4778.450684
	Iteration 13Q: 3 clusters Score -2302908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2303125.250000 Penalty: 4778.450684
	Iteration 14Q: 3 clusters Score -2303125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2303315.500000 Penalty: 4778.450684
	Iteration 15Q: 3 clusters Score -2303316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2303431.000000 Penalty: 4778.450684
	Iteration 16Q: 3 clusters Score -2303431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2303494.500000 Penalty: 4778.450684
	Iteration 17Q: 3 clusters Score -2303494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2303520.000000 Penalty: 4778.450684
	Iteration 18Q: 3 clusters Score -2303520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2303533.500000 Penalty: 4778.450684
	Iteration 19Q: 3 clusters Score -2303534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2303544.750000 Penalty: 4778.450684
	Iteration 20F: 3 clusters Score -2303545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2303554.000000 Penalty: 4778.450684
	Iteration 21Q: 3 clusters Score -2303554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2303555.250000 Penalty: 4778.450684
	Iteration 22Q: 3 clusters Score -2303555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2303559.750000 Penalty: 4778.450684
	Iteration 23Q: 3 clusters Score -2303560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2303566.000000 Penalty: 4778.450684
	Iteration 24Q: 3 clusters Score -2303566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2303566.000000 Penalty: 4778.450684
	Iteration 25F: 3 clusters Score -2303566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -5261978.000000 Penalty: 2594.644043
	Iteration 0F: 2 clusters Score -5261978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -5238288.000000 Penalty: 5189.288086
	Iteration 0F: 3 clusters Score -5238288 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5246858.000000 Penalty: 5189.288086
	Iteration 1F: 3 clusters Score -5246858 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5247527.500000 Penalty: 5189.288086
	Iteration 2Q: 3 clusters Score -5247528 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5248193.500000 Penalty: 5189.288086
	Iteration 3Q: 3 clusters Score -5248194 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5249061.500000 Penalty: 5189.288086
	Iteration 4Q: 3 clusters Score -5249062 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5250179.500000 Penalty: 5189.288086
	Iteration 5F: 3 clusters Score -5250180 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -5251469.500000 Penalty: 5189.288086
	Iteration 6F: 3 clusters Score -5251470 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5252939.500000 Penalty: 5189.288086
	Iteration 7F: 3 clusters Score -5252940 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5254389.000000 Penalty: 5189.288086
	Iteration 8F: 3 clusters Score -5254389 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5255731.500000 Penalty: 5189.288086
	Iteration 9F: 3 clusters Score -5255732 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5256879.000000 Penalty: 5189.288086
	Iteration 10F: 3 clusters Score -5256879 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5257913.500000 Penalty: 5189.288086
	Iteration 11Q: 3 clusters Score -5257914 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5258915.500000 Penalty: 5189.288086
	Iteration 12Q: 3 clusters Score -5258916 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5260020.000000 Penalty: 5189.288086
	Iteration 13Q: 3 clusters Score -5260020 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5260974.000000 Penalty: 5189.288086
	Iteration 14Q: 3 clusters Score -5260974 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -5261293.000000 Penalty: 5189.288086
	Iteration 15Q: 3 clusters Score -5261293 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5261456.500000 Penalty: 5189.288086
	Iteration 16Q: 3 clusters Score -5261456 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -5261520.500000 Penalty: 5189.288086
	Iteration 17Q: 3 clusters Score -5261520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -5261579.000000 Penalty: 5189.288086
	Iteration 18Q: 3 clusters Score -5261579 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -5261613.500000 Penalty: 5189.288086
	Iteration 19Q: 3 clusters Score -5261614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -5261638.000000 Penalty: 5189.288086
	Iteration 20F: 3 clusters Score -5261638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -5261662.000000 Penalty: 5189.288086
	Iteration 21Q: 3 clusters Score -5261662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -5261666.500000 Penalty: 5189.288086
	Iteration 22Q: 3 clusters Score -5261666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5261670.500000 Penalty: 5189.288086
	Iteration 23Q: 3 clusters Score -5261670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5261678.000000 Penalty: 5189.288086
	Iteration 24Q: 3 clusters Score -5261678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5261673.000000 Penalty: 5189.288086
	Iteration 25Q: 3 clusters Score -5261673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -5261676.000000 Penalty: 5189.288086
	Iteration 26Q: 3 clusters Score -5261676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -5261680.500000 Penalty: 5189.288086
	Iteration 27Q: 3 clusters Score -5261680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5261687.000000 Penalty: 5189.288086
	Iteration 28Q: 3 clusters Score -5261687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5261691.000000 Penalty: 5189.288086
	Iteration 29Q: 3 clusters Score -5261691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -5261693.000000 Penalty: 5189.288086
	Iteration 30Q: 3 clusters Score -5261693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5261694.000000 Penalty: 5189.288086
	Iteration 31Q: 3 clusters Score -5261694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -5261689.000000 Penalty: 5189.288086
	Iteration 32Q: 3 clusters Score -5261689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5261697.000000 Penalty: 5189.288086
	Iteration 33Q: 3 clusters Score -5261697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -5261705.000000 Penalty: 5189.288086
	Iteration 34Q: 3 clusters Score -5261705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -5261701.500000 Penalty: 5189.288086
	Iteration 35Q: 3 clusters Score -5261702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5261702.000000 Penalty: 5189.288086
	Iteration 36Q: 3 clusters Score -5261702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5261701.000000 Penalty: 5189.288086
	Iteration 37Q: 3 clusters Score -5261701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5261701.000000 Penalty: 5189.288086
	Iteration 38F: 3 clusters Score -5261701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Entering Unmasked Estep 
Score: -6458441.000000 Penalty: 2640.248535
	Iteration 0F: 2 clusters Score -6458441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6430115.500000 Penalty: 5280.497070
	Iteration 0F: 3 clusters Score -6430116 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -6440571.500000 Penalty: 5280.497070
	Iteration 1F: 3 clusters Score -6440572 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -6441206.000000 Penalty: 5280.497070
	Iteration 2Q: 3 clusters Score -6441206 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -6441925.000000 Penalty: 5280.497070
	Iteration 3Q: 3 clusters Score -6441925 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -6442783.000000 Penalty: 5280.497070
	Iteration 4Q: 3 clusters Score -6442783 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6443845.500000 Penalty: 5280.497070
	Iteration 5F: 3 clusters Score -6443846 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -6445200.500000 Penalty: 5280.497070
	Iteration 6F: 3 clusters Score -6445200 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -6446995.500000 Penalty: 5280.497070
	Iteration 7F: 3 clusters Score -6446996 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -6449190.500000 Penalty: 5280.497070
	Iteration 8F: 3 clusters Score -6449190 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -6451381.000000 Penalty: 5280.497070
	Iteration 9F: 3 clusters Score -6451381 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -6453116.500000 Penalty: 5280.497070
	Iteration 10F: 3 clusters Score -6453116 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -6454329.500000 Penalty: 5280.497070
	Iteration 11Q: 3 clusters Score -6454330 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -6455141.000000 Penalty: 5280.497070
	Iteration 12Q: 3 clusters Score -6455141 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -6455592.500000 Penalty: 5280.497070
	Iteration 13Q: 3 clusters Score -6455592 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -6455886.500000 Penalty: 5280.497070
	Iteration 14Q: 3 clusters Score -6455886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -6456052.000000 Penalty: 5280.497070
	Iteration 15Q: 3 clusters Score -6456052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -6456129.500000 Penalty: 5280.497070
	Iteration 16Q: 3 clusters Score -6456130 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -6456218.000000 Penalty: 5280.497070
	Iteration 17Q: 3 clusters Score -6456218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -6456260.000000 Penalty: 5280.497070
	Iteration 18Q: 3 clusters Score -6456260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -6456348.500000 Penalty: 5280.497070
	Iteration 19Q: 3 clusters Score -6456348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -6456413.500000 Penalty: 5280.497070
	Iteration 20F: 3 clusters Score -6456414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6456484.500000 Penalty: 5280.497070
	Iteration 21Q: 3 clusters Score -6456484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -6456527.500000 Penalty: 5280.497070
	Iteration 22Q: 3 clusters Score -6456528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -6456556.500000 Penalty: 5280.497070
	Iteration 23Q: 3 clusters Score -6456556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -6456584.500000 Penalty: 5280.497070
	Iteration 24Q: 3 clusters Score -6456584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -6456616.000000 Penalty: 5280.497070
	Iteration 25Q: 3 clusters Score -6456616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -6456647.000000 Penalty: 5280.497070
	Iteration 26Q: 3 clusters Score -6456647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -6456666.000000 Penalty: 5280.497070
	Iteration 27Q: 3 clusters Score -6456666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -6456668.000000 Penalty: 5280.497070
	Iteration 28Q: 3 clusters Score -6456668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -6456692.000000 Penalty: 5280.497070
	Iteration 29Q: 3 clusters Score -6456692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6456701.000000 Penalty: 5280.497070
	Iteration 30Q: 3 clusters Score -6456701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -6456742.500000 Penalty: 5280.497070
	Iteration 31Q: 3 clusters Score -6456742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6456769.000000 Penalty: 5280.497070
	Iteration 32Q: 3 clusters Score -6456769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -6456802.000000 Penalty: 5280.497070
	Iteration 33Q: 3 clusters Score -6456802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6456828.500000 Penalty: 5280.497070
	Iteration 34Q: 3 clusters Score -6456828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -6456843.500000 Penalty: 5280.497070
	Iteration 35Q: 3 clusters Score -6456844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6456865.000000 Penalty: 5280.497070
	Iteration 36Q: 3 clusters Score -6456865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6456879.500000 Penalty: 5280.497070
	Iteration 37Q: 3 clusters Score -6456880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -6456892.500000 Penalty: 5280.497070
	Iteration 38Q: 3 clusters Score -6456892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6456906.000000 Penalty: 5280.497070
	Iteration 39Q: 3 clusters Score -6456906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -6456913.500000 Penalty: 5280.497070
	Iteration 40F: 3 clusters Score -6456914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6456912.500000 Penalty: 5280.497070
	Iteration 41Q: 3 clusters Score -6456912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6456921.000000 Penalty: 5280.497070
	Iteration 42Q: 3 clusters Score -6456921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -6456916.500000 Penalty: 5280.497070
	Iteration 43Q: 3 clusters Score -6456916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6456911.500000 Penalty: 5280.497070
	Iteration 44Q: 3 clusters Score -6456912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -6456921.000000 Penalty: 5280.497070
	Iteration 45Q: 3 clusters Score -6456921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6456929.500000 Penalty: 5280.497070
	Iteration 46Q: 3 clusters Score -6456930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -6456936.000000 Penalty: 5280.497070
	Iteration 47Q: 3 clusters Score -6456936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -6456932.500000 Penalty: 5280.497070
	Iteration 48Q: 3 clusters Score -6456932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -6456946.000000 Penalty: 5280.497070
	Iteration 49Q: 3 clusters Score -6456946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -6456945.500000 Penalty: 5280.497070
	Iteration 50Q: 3 clusters Score -6456946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -6456938.500000 Penalty: 5280.497070
	Iteration 51Q: 3 clusters Score -6456938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -6456938.500000 Penalty: 5280.497070
	Iteration 52F: 3 clusters Score -6456938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Entering Unmasked Estep 
Score: -2372668.750000 Penalty: 2394.271484
	Iteration 0F: 2 clusters Score -2372669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2361370.500000 Penalty: 4788.542969
	Iteration 0F: 3 clusters Score -2361370 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2365047.750000 Penalty: 4788.542969
	Iteration 1F: 3 clusters Score -2365048 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2365443.500000 Penalty: 4788.542969
	Iteration 2F: 3 clusters Score -2365444 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2365781.250000 Penalty: 4788.542969
	Iteration 3F: 3 clusters Score -2365781 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2366088.500000 Penalty: 4788.542969
	Iteration 4Q: 3 clusters Score -2366088 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2366531.500000 Penalty: 4788.542969
	Iteration 5Q: 3 clusters Score -2366532 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2367086.750000 Penalty: 4788.542969
	Iteration 6Q: 3 clusters Score -2367087 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2367707.250000 Penalty: 4788.542969
	Iteration 7F: 3 clusters Score -2367707 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2368240.000000 Penalty: 4788.542969
	Iteration 8F: 3 clusters Score -2368240 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2368657.250000 Penalty: 4788.542969
	Iteration 9F: 3 clusters Score -2368657 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2368998.750000 Penalty: 4788.542969
	Iteration 10Q: 3 clusters Score -2368999 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2369232.500000 Penalty: 4788.542969
	Iteration 11Q: 3 clusters Score -2369232 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2369437.500000 Penalty: 4788.542969
	Iteration 12Q: 3 clusters Score -2369438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2369615.500000 Penalty: 4788.542969
	Iteration 13Q: 3 clusters Score -2369616 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2369738.500000 Penalty: 4788.542969
	Iteration 14Q: 3 clusters Score -2369738 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2369849.000000 Penalty: 4788.542969
	Iteration 15Q: 3 clusters Score -2369849 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2369950.500000 Penalty: 4788.542969
	Iteration 16Q: 3 clusters Score -2369950 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2370040.750000 Penalty: 4788.542969
	Iteration 17Q: 3 clusters Score -2370041 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2370119.500000 Penalty: 4788.542969
	Iteration 18Q: 3 clusters Score -2370120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2370183.500000 Penalty: 4788.542969
	Iteration 19Q: 3 clusters Score -2370184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2370258.750000 Penalty: 4788.542969
	Iteration 20F: 3 clusters Score -2370259 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2370336.250000 Penalty: 4788.542969
	Iteration 21Q: 3 clusters Score -2370336 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2370387.250000 Penalty: 4788.542969
	Iteration 22Q: 3 clusters Score -2370387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2370443.000000 Penalty: 4788.542969
	Iteration 23Q: 3 clusters Score -2370443 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2370491.000000 Penalty: 4788.542969
	Iteration 24Q: 3 clusters Score -2370491 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2370536.500000 Penalty: 4788.542969
	Iteration 25Q: 3 clusters Score -2370536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2370581.500000 Penalty: 4788.542969
	Iteration 26Q: 3 clusters Score -2370582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2370633.250000 Penalty: 4788.542969
	Iteration 27Q: 3 clusters Score -2370633 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2370687.750000 Penalty: 4788.542969
	Iteration 28Q: 3 clusters Score -2370688 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2370730.750000 Penalty: 4788.542969
	Iteration 29Q: 3 clusters Score -2370731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2370780.000000 Penalty: 4788.542969
	Iteration 30Q: 3 clusters Score -2370780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2370811.500000 Penalty: 4788.542969
	Iteration 31Q: 3 clusters Score -2370812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2370838.250000 Penalty: 4788.542969
	Iteration 32Q: 3 clusters Score -2370838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2370852.500000 Penalty: 4788.542969
	Iteration 33Q: 3 clusters Score -2370852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2370877.250000 Penalty: 4788.542969
	Iteration 34Q: 3 clusters Score -2370877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2370891.500000 Penalty: 4788.542969
	Iteration 35Q: 3 clusters Score -2370892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2370907.500000 Penalty: 4788.542969
	Iteration 36Q: 3 clusters Score -2370908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2370916.500000 Penalty: 4788.542969
	Iteration 37Q: 3 clusters Score -2370916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2370931.750000 Penalty: 4788.542969
	Iteration 38Q: 3 clusters Score -2370932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2370939.750000 Penalty: 4788.542969
	Iteration 39Q: 3 clusters Score -2370940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2370951.000000 Penalty: 4788.542969
	Iteration 40F: 3 clusters Score -2370951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2370967.000000 Penalty: 4788.542969
	Iteration 41Q: 3 clusters Score -2370967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2370986.250000 Penalty: 4788.542969
	Iteration 42Q: 3 clusters Score -2370986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2370995.750000 Penalty: 4788.542969
	Iteration 43Q: 3 clusters Score -2370996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2370997.750000 Penalty: 4788.542969
	Iteration 44Q: 3 clusters Score -2370998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2371005.750000 Penalty: 4788.542969
	Iteration 45Q: 3 clusters Score -2371006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2371017.750000 Penalty: 4788.542969
	Iteration 46Q: 3 clusters Score -2371018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2371025.750000 Penalty: 4788.542969
	Iteration 47Q: 3 clusters Score -2371026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2371029.000000 Penalty: 4788.542969
	Iteration 48Q: 3 clusters Score -2371029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2371031.500000 Penalty: 4788.542969
	Iteration 49Q: 3 clusters Score -2371032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2371035.500000 Penalty: 4788.542969
	Iteration 50Q: 3 clusters Score -2371036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2371043.500000 Penalty: 4788.542969
	Iteration 51Q: 3 clusters Score -2371044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2371048.750000 Penalty: 4788.542969
	Iteration 52Q: 3 clusters Score -2371049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2371047.000000 Penalty: 4788.542969
	Iteration 53Q: 3 clusters Score -2371047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2371050.000000 Penalty: 4788.542969
	Iteration 54Q: 3 clusters Score -2371050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2371053.000000 Penalty: 4788.542969
	Iteration 55Q: 3 clusters Score -2371053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2371060.500000 Penalty: 4788.542969
	Iteration 56Q: 3 clusters Score -2371060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2371065.750000 Penalty: 4788.542969
	Iteration 57Q: 3 clusters Score -2371066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2371071.000000 Penalty: 4788.542969
	Iteration 58Q: 3 clusters Score -2371071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2371070.750000 Penalty: 4788.542969
	Iteration 59Q: 3 clusters Score -2371071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2371071.750000 Penalty: 4788.542969
	Iteration 60F: 3 clusters Score -2371072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2371075.750000 Penalty: 4788.542969
	Iteration 61Q: 3 clusters Score -2371076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2371078.750000 Penalty: 4788.542969
	Iteration 62Q: 3 clusters Score -2371079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2371080.250000 Penalty: 4788.542969
	Iteration 63Q: 3 clusters Score -2371080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2371084.500000 Penalty: 4788.542969
	Iteration 64Q: 3 clusters Score -2371084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2371084.250000 Penalty: 4788.542969
	Iteration 65Q: 3 clusters Score -2371084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2371087.500000 Penalty: 4788.542969
	Iteration 66Q: 3 clusters Score -2371088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2371086.250000 Penalty: 4788.542969
	Iteration 67Q: 3 clusters Score -2371086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2371095.000000 Penalty: 4788.542969
	Iteration 68Q: 3 clusters Score -2371095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2371098.500000 Penalty: 4788.542969
	Iteration 69Q: 3 clusters Score -2371098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2371102.250000 Penalty: 4788.542969
	Iteration 70Q: 3 clusters Score -2371102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2371110.250000 Penalty: 4788.542969
	Iteration 71Q: 3 clusters Score -2371110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2371111.500000 Penalty: 4788.542969
	Iteration 72Q: 3 clusters Score -2371112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2371116.000000 Penalty: 4788.542969
	Iteration 73Q: 3 clusters Score -2371116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2371117.000000 Penalty: 4788.542969
	Iteration 74Q: 3 clusters Score -2371117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2371116.500000 Penalty: 4788.542969
	Iteration 75Q: 3 clusters Score -2371116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2371117.750000 Penalty: 4788.542969
	Iteration 76Q: 3 clusters Score -2371118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2371118.000000 Penalty: 4788.542969
	Iteration 77Q: 3 clusters Score -2371118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2371119.250000 Penalty: 4788.542969
	Iteration 78Q: 3 clusters Score -2371119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2371120.750000 Penalty: 4788.542969
	Iteration 79Q: 3 clusters Score -2371121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2371124.250000 Penalty: 4788.542969
	Iteration 80F: 3 clusters Score -2371124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2371124.500000 Penalty: 4788.542969
	Iteration 81Q: 3 clusters Score -2371124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2371138.750000 Penalty: 4788.542969
	Iteration 82Q: 3 clusters Score -2371139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2371148.750000 Penalty: 4788.542969
	Iteration 83Q: 3 clusters Score -2371149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2371160.250000 Penalty: 4788.542969
	Iteration 84Q: 3 clusters Score -2371160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2371177.250000 Penalty: 4788.542969
	Iteration 85Q: 3 clusters Score -2371177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2371188.250000 Penalty: 4788.542969
	Iteration 86Q: 3 clusters Score -2371188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2371187.250000 Penalty: 4788.542969
	Iteration 87Q: 3 clusters Score -2371187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2371198.500000 Penalty: 4788.542969
	Iteration 88Q: 3 clusters Score -2371198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2371229.500000 Penalty: 4788.542969
	Iteration 89Q: 3 clusters Score -2371230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2371267.750000 Penalty: 4788.542969
	Iteration 90Q: 3 clusters Score -2371268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2371314.750000 Penalty: 4788.542969
	Iteration 91Q: 3 clusters Score -2371315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2371379.750000 Penalty: 4788.542969
	Iteration 92Q: 3 clusters Score -2371380 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2371488.500000 Penalty: 4788.542969
	Iteration 93Q: 3 clusters Score -2371488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2371640.500000 Penalty: 4788.542969
	Iteration 94Q: 3 clusters Score -2371640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2371811.500000 Penalty: 4788.542969
	Iteration 95Q: 3 clusters Score -2371812 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2371889.750000 Penalty: 4788.542969
	Iteration 96Q: 3 clusters Score -2371890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2371909.000000 Penalty: 4788.542969
	Iteration 97Q: 3 clusters Score -2371909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2371921.000000 Penalty: 4788.542969
	Iteration 98Q: 3 clusters Score -2371921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2371924.000000 Penalty: 4788.542969
	Iteration 99Q: 3 clusters Score -2371924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2371927.250000 Penalty: 4788.542969
	Iteration 100F: 3 clusters Score -2371927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2371928.000000 Penalty: 4788.542969
	Iteration 101Q: 3 clusters Score -2371928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2371927.750000 Penalty: 4788.542969
	Iteration 102Q: 3 clusters Score -2371928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2371928.000000 Penalty: 4788.542969
	Iteration 103Q: 3 clusters Score -2371928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2371928.000000 Penalty: 4788.542969
	Iteration 104Q: 3 clusters Score -2371928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2371928.500000 Penalty: 4788.542969
	Iteration 105Q: 3 clusters Score -2371928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2371928.500000 Penalty: 4788.542969
	Iteration 106F: 3 clusters Score -2371928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113021 members 
Entering Unmasked Estep 
Score: -17393924.000000 Penalty: 2885.561768
	Iteration 0F: 2 clusters Score -1.739392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -17321442.000000 Penalty: 5771.123535
	Iteration 0F: 3 clusters Score -1.732144e+07 nChanged 53794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -17352704.000000 Penalty: 5771.123535
	Iteration 1F: 3 clusters Score -1.73527e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -17353962.000000 Penalty: 5771.123535
	Iteration 2Q: 3 clusters Score -1.735396e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -17355384.000000 Penalty: 5771.123535
	Iteration 3Q: 3 clusters Score -1.735538e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -17357690.000000 Penalty: 5771.123535
	Iteration 4Q: 3 clusters Score -1.735769e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -17361446.000000 Penalty: 5771.123535
	Iteration 5F: 3 clusters Score -1.736145e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -17367226.000000 Penalty: 5771.123535
	Iteration 6F: 3 clusters Score -1.736723e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -17374706.000000 Penalty: 5771.123535
	Iteration 7F: 3 clusters Score -1.737471e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -17382014.000000 Penalty: 5771.123535
	Iteration 8F: 3 clusters Score -1.738201e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106755 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -17386878.000000 Penalty: 5771.123535
	Iteration 9F: 3 clusters Score -1.738688e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -17389406.000000 Penalty: 5771.123535
	Iteration 10Q: 3 clusters Score -1.738941e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111644 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17390498.000000 Penalty: 5771.123535
	Iteration 11Q: 3 clusters Score -1.73905e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17390906.000000 Penalty: 5771.123535
	Iteration 12Q: 3 clusters Score -1.739091e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -17391114.000000 Penalty: 5771.123535
	Iteration 13Q: 3 clusters Score -1.739111e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112522 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -17391240.000000 Penalty: 5771.123535
	Iteration 14Q: 3 clusters Score -1.739124e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -17391334.000000 Penalty: 5771.123535
	Iteration 15Q: 3 clusters Score -1.739133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -17391380.000000 Penalty: 5771.123535
	Iteration 16Q: 3 clusters Score -1.739138e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -17391414.000000 Penalty: 5771.123535
	Iteration 17Q: 3 clusters Score -1.739141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17391428.000000 Penalty: 5771.123535
	Iteration 18Q: 3 clusters Score -1.739143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112613 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -17391444.000000 Penalty: 5771.123535
	Iteration 19Q: 3 clusters Score -1.739144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17391450.000000 Penalty: 5771.123535
	Iteration 20F: 3 clusters Score -1.739145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -17391452.000000 Penalty: 5771.123535
	Iteration 21Q: 3 clusters Score -1.739145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -17391460.000000 Penalty: 5771.123535
	Iteration 22Q: 3 clusters Score -1.739146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17391474.000000 Penalty: 5771.123535
	Iteration 23Q: 3 clusters Score -1.739147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17391484.000000 Penalty: 5771.123535
	Iteration 24Q: 3 clusters Score -1.739148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17391480.000000 Penalty: 5771.123535
	Iteration 25Q: 3 clusters Score -1.739148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -17391496.000000 Penalty: 5771.123535
	Iteration 26Q: 3 clusters Score -1.73915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17391494.000000 Penalty: 5771.123535
	Iteration 27Q: 3 clusters Score -1.739149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17391504.000000 Penalty: 5771.123535
	Iteration 28Q: 3 clusters Score -1.73915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17391510.000000 Penalty: 5771.123535
	Iteration 29Q: 3 clusters Score -1.739151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112628 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17391510.000000 Penalty: 5771.123535
	Iteration 30F: 3 clusters Score -1.739151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18166.671875 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18166.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18374.619141 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18374.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18540.261719 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -18540.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18717.234375 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18717.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18720.611328 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18720.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18720.611328 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -18720.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33278.574219 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33278.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32173.830078 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32173.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32445.800781 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32445.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32973.070312 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32973.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33526.453125 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -33526.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33730.191406 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33730.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33758.839844 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33758.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33791.878906 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33791.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33892.949219 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33892.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33892.949219 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -33892.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 52 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 248 members 
Entering Unmasked Estep 
Score: -104161960.000000 Penalty: 113455.515625
Splitting cluster 24 changes total score from -104163360.000000 to -104161960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -363994.937500 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -363994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -361038.781250 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -361038.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361574.593750 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -361574.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -361738.718750 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -361738.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -361862.625000 Penalty: 3882.509277
	Iteration 3F: 3 clusters Score -361862.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -361930.968750 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -361931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -361967.937500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -361967.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361990.750000 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -361990.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -362008.500000 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -362008.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -362026.562500 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -362026.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -362051.218750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -362051.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362075.156250 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -362075.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362098.968750 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -362099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -362116.218750 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -362116.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -362124.156250 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -362124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -362131.593750 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -362131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -362141.593750 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -362141.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -362147.656250 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -362147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -362153.812500 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -362153.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -362163.218750 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -362163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -362165.625000 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -362165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -362170.375000 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -362170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -362174.375000 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -362174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -362177.875000 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -362177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -362179.781250 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -362179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -362182.968750 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -362183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -362183.531250 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -362183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -362184.406250 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -362184.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -362184.406250 Penalty: 3882.509277
	Iteration 27F: 3 clusters Score -362184.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -76327.632812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -76327.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74827.148438 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -74827.15 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75057.578125 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -75057.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75163.507812 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -75163.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75377.289062 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -75377.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75506.687500 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -75506.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75606.070312 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -75606.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75676.414062 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -75676.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75748.171875 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -75748.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75790.437500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -75790.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -75808.218750 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -75808.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75821.078125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -75821.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75829.578125 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -75829.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75831.742188 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -75831.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75831.742188 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -75831.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -1311326.000000 Penalty: 2247.019531
	Iteration 0F: 2 clusters Score -1311326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1304463.250000 Penalty: 4494.039062
	Iteration 0F: 3 clusters Score -1304463 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1306416.125000 Penalty: 4494.039062
	Iteration 1F: 3 clusters Score -1306416 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1306688.875000 Penalty: 4494.039062
	Iteration 2F: 3 clusters Score -1306689 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1306870.375000 Penalty: 4494.039062
	Iteration 3Q: 3 clusters Score -1306870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1306994.125000 Penalty: 4494.039062
	Iteration 4Q: 3 clusters Score -1306994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1307112.500000 Penalty: 4494.039062
	Iteration 5Q: 3 clusters Score -1307112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1307216.125000 Penalty: 4494.039062
	Iteration 6Q: 3 clusters Score -1307216 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1307313.125000 Penalty: 4494.039062
	Iteration 7Q: 3 clusters Score -1307313 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1307408.000000 Penalty: 4494.039062
	Iteration 8Q: 3 clusters Score -1307408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1307496.125000 Penalty: 4494.039062
	Iteration 9Q: 3 clusters Score -1307496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1307569.250000 Penalty: 4494.039062
	Iteration 10Q: 3 clusters Score -1307569 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1307644.000000 Penalty: 4494.039062
	Iteration 11Q: 3 clusters Score -1307644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1307742.500000 Penalty: 4494.039062
	Iteration 12Q: 3 clusters Score -1307742 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1307843.375000 Penalty: 4494.039062
	Iteration 13Q: 3 clusters Score -1307843 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1307955.750000 Penalty: 4494.039062
	Iteration 14Q: 3 clusters Score -1307956 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1308083.000000 Penalty: 4494.039062
	Iteration 15Q: 3 clusters Score -1308083 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1308232.500000 Penalty: 4494.039062
	Iteration 16Q: 3 clusters Score -1308232 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1308394.000000 Penalty: 4494.039062
	Iteration 17Q: 3 clusters Score -1308394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1308574.000000 Penalty: 4494.039062
	Iteration 18Q: 3 clusters Score -1308574 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1308728.500000 Penalty: 4494.039062
	Iteration 19Q: 3 clusters Score -1308728 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1308878.375000 Penalty: 4494.039062
	Iteration 20F: 3 clusters Score -1308878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1308985.125000 Penalty: 4494.039062
	Iteration 21Q: 3 clusters Score -1308985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1309074.375000 Penalty: 4494.039062
	Iteration 22Q: 3 clusters Score -1309074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1309139.500000 Penalty: 4494.039062
	Iteration 23Q: 3 clusters Score -1309140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1309194.625000 Penalty: 4494.039062
	Iteration 24Q: 3 clusters Score -1309195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1309233.000000 Penalty: 4494.039062
	Iteration 25Q: 3 clusters Score -1309233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1309281.125000 Penalty: 4494.039062
	Iteration 26Q: 3 clusters Score -1309281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1309304.750000 Penalty: 4494.039062
	Iteration 27Q: 3 clusters Score -1309305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1309327.875000 Penalty: 4494.039062
	Iteration 28Q: 3 clusters Score -1309328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1309337.250000 Penalty: 4494.039062
	Iteration 29Q: 3 clusters Score -1309337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1309355.000000 Penalty: 4494.039062
	Iteration 30Q: 3 clusters Score -1309355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1309368.125000 Penalty: 4494.039062
	Iteration 31Q: 3 clusters Score -1309368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1309377.375000 Penalty: 4494.039062
	Iteration 32Q: 3 clusters Score -1309377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1309390.500000 Penalty: 4494.039062
	Iteration 33Q: 3 clusters Score -1309390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1309393.000000 Penalty: 4494.039062
	Iteration 34Q: 3 clusters Score -1309393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1309396.875000 Penalty: 4494.039062
	Iteration 35Q: 3 clusters Score -1309397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1309403.875000 Penalty: 4494.039062
	Iteration 36Q: 3 clusters Score -1309404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1309409.125000 Penalty: 4494.039062
	Iteration 37Q: 3 clusters Score -1309409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1309412.375000 Penalty: 4494.039062
	Iteration 38Q: 3 clusters Score -1309412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1309416.125000 Penalty: 4494.039062
	Iteration 39Q: 3 clusters Score -1309416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1309418.250000 Penalty: 4494.039062
	Iteration 40F: 3 clusters Score -1309418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1309423.000000 Penalty: 4494.039062
	Iteration 41Q: 3 clusters Score -1309423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1309428.125000 Penalty: 4494.039062
	Iteration 42Q: 3 clusters Score -1309428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1309427.375000 Penalty: 4494.039062
	Iteration 43Q: 3 clusters Score -1309427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1309427.375000 Penalty: 4494.039062
	Iteration 44F: 3 clusters Score -1309427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Entering Unmasked Estep 
Score: -3908013.750000 Penalty: 2519.139404
	Iteration 0F: 2 clusters Score -3908014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3890158.000000 Penalty: 5038.278809
	Iteration 0F: 3 clusters Score -3890158 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3896314.000000 Penalty: 5038.278809
	Iteration 1F: 3 clusters Score -3896314 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3896785.750000 Penalty: 5038.278809
	Iteration 2F: 3 clusters Score -3896786 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3897214.500000 Penalty: 5038.278809
	Iteration 3Q: 3 clusters Score -3897214 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3897662.000000 Penalty: 5038.278809
	Iteration 4Q: 3 clusters Score -3897662 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3898169.750000 Penalty: 5038.278809
	Iteration 5Q: 3 clusters Score -3898170 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3898695.750000 Penalty: 5038.278809
	Iteration 6Q: 3 clusters Score -3898696 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3899320.250000 Penalty: 5038.278809
	Iteration 7Q: 3 clusters Score -3899320 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3899965.000000 Penalty: 5038.278809
	Iteration 8Q: 3 clusters Score -3899965 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3900694.500000 Penalty: 5038.278809
	Iteration 9Q: 3 clusters Score -3900694 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3901434.750000 Penalty: 5038.278809
	Iteration 10Q: 3 clusters Score -3901435 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3902182.750000 Penalty: 5038.278809
	Iteration 11Q: 3 clusters Score -3902183 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3902834.250000 Penalty: 5038.278809
	Iteration 12Q: 3 clusters Score -3902834 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3903383.750000 Penalty: 5038.278809
	Iteration 13Q: 3 clusters Score -3903384 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3903830.500000 Penalty: 5038.278809
	Iteration 14Q: 3 clusters Score -3903830 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3904117.000000 Penalty: 5038.278809
	Iteration 15Q: 3 clusters Score -3904117 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3904338.500000 Penalty: 5038.278809
	Iteration 16Q: 3 clusters Score -3904338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3904538.250000 Penalty: 5038.278809
	Iteration 17Q: 3 clusters Score -3904538 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3904678.000000 Penalty: 5038.278809
	Iteration 18Q: 3 clusters Score -3904678 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3904800.500000 Penalty: 5038.278809
	Iteration 19Q: 3 clusters Score -3904800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -3904878.250000 Penalty: 5038.278809
	Iteration 20F: 3 clusters Score -3904878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3904954.000000 Penalty: 5038.278809
	Iteration 21Q: 3 clusters Score -3904954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3905023.250000 Penalty: 5038.278809
	Iteration 22Q: 3 clusters Score -3905023 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3905061.750000 Penalty: 5038.278809
	Iteration 23Q: 3 clusters Score -3905062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3905110.750000 Penalty: 5038.278809
	Iteration 24Q: 3 clusters Score -3905111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3905144.250000 Penalty: 5038.278809
	Iteration 25Q: 3 clusters Score -3905144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3905168.500000 Penalty: 5038.278809
	Iteration 26Q: 3 clusters Score -3905168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3905198.750000 Penalty: 5038.278809
	Iteration 27Q: 3 clusters Score -3905199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3905222.250000 Penalty: 5038.278809
	Iteration 28Q: 3 clusters Score -3905222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3905249.250000 Penalty: 5038.278809
	Iteration 29Q: 3 clusters Score -3905249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3905256.500000 Penalty: 5038.278809
	Iteration 30Q: 3 clusters Score -3905256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3905266.750000 Penalty: 5038.278809
	Iteration 31Q: 3 clusters Score -3905267 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3905286.750000 Penalty: 5038.278809
	Iteration 32Q: 3 clusters Score -3905287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3905302.750000 Penalty: 5038.278809
	Iteration 33Q: 3 clusters Score -3905303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3905305.250000 Penalty: 5038.278809
	Iteration 34Q: 3 clusters Score -3905305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3905318.750000 Penalty: 5038.278809
	Iteration 35Q: 3 clusters Score -3905319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3905331.750000 Penalty: 5038.278809
	Iteration 36Q: 3 clusters Score -3905332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3905331.000000 Penalty: 5038.278809
	Iteration 37Q: 3 clusters Score -3905331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3905347.000000 Penalty: 5038.278809
	Iteration 38Q: 3 clusters Score -3905347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3905351.750000 Penalty: 5038.278809
	Iteration 39Q: 3 clusters Score -3905352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3905362.500000 Penalty: 5038.278809
	Iteration 40F: 3 clusters Score -3905362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3905371.500000 Penalty: 5038.278809
	Iteration 41Q: 3 clusters Score -3905372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3905384.000000 Penalty: 5038.278809
	Iteration 42Q: 3 clusters Score -3905384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3905400.000000 Penalty: 5038.278809
	Iteration 43Q: 3 clusters Score -3905400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3905418.250000 Penalty: 5038.278809
	Iteration 44Q: 3 clusters Score -3905418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3905428.000000 Penalty: 5038.278809
	Iteration 45Q: 3 clusters Score -3905428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3905432.250000 Penalty: 5038.278809
	Iteration 46Q: 3 clusters Score -3905432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3905425.750000 Penalty: 5038.278809
	Iteration 47Q: 3 clusters Score -3905426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3905451.750000 Penalty: 5038.278809
	Iteration 48Q: 3 clusters Score -3905452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3905470.000000 Penalty: 5038.278809
	Iteration 49Q: 3 clusters Score -3905470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3905489.750000 Penalty: 5038.278809
	Iteration 50Q: 3 clusters Score -3905490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3905498.500000 Penalty: 5038.278809
	Iteration 51Q: 3 clusters Score -3905498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3905502.250000 Penalty: 5038.278809
	Iteration 52Q: 3 clusters Score -3905502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3905507.250000 Penalty: 5038.278809
	Iteration 53Q: 3 clusters Score -3905507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3905517.500000 Penalty: 5038.278809
	Iteration 54Q: 3 clusters Score -3905518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3905541.500000 Penalty: 5038.278809
	Iteration 55Q: 3 clusters Score -3905542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3905552.250000 Penalty: 5038.278809
	Iteration 56Q: 3 clusters Score -3905552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3905571.000000 Penalty: 5038.278809
	Iteration 57Q: 3 clusters Score -3905571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3905575.000000 Penalty: 5038.278809
	Iteration 58Q: 3 clusters Score -3905575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3905579.250000 Penalty: 5038.278809
	Iteration 59Q: 3 clusters Score -3905579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3905592.500000 Penalty: 5038.278809
	Iteration 60F: 3 clusters Score -3905592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3905607.500000 Penalty: 5038.278809
	Iteration 61Q: 3 clusters Score -3905608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3905625.250000 Penalty: 5038.278809
	Iteration 62Q: 3 clusters Score -3905625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3905629.000000 Penalty: 5038.278809
	Iteration 63Q: 3 clusters Score -3905629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3905626.750000 Penalty: 5038.278809
	Iteration 64Q: 3 clusters Score -3905627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3905641.500000 Penalty: 5038.278809
	Iteration 65Q: 3 clusters Score -3905642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -3905641.250000 Penalty: 5038.278809
	Iteration 66Q: 3 clusters Score -3905641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3905649.000000 Penalty: 5038.278809
	Iteration 67Q: 3 clusters Score -3905649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3905664.500000 Penalty: 5038.278809
	Iteration 68Q: 3 clusters Score -3905664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3905673.000000 Penalty: 5038.278809
	Iteration 69Q: 3 clusters Score -3905673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3905678.000000 Penalty: 5038.278809
	Iteration 70Q: 3 clusters Score -3905678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3905685.250000 Penalty: 5038.278809
	Iteration 71Q: 3 clusters Score -3905685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3905693.750000 Penalty: 5038.278809
	Iteration 72Q: 3 clusters Score -3905694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3905704.500000 Penalty: 5038.278809
	Iteration 73Q: 3 clusters Score -3905704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3905704.250000 Penalty: 5038.278809
	Iteration 74Q: 3 clusters Score -3905704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3905710.750000 Penalty: 5038.278809
	Iteration 75Q: 3 clusters Score -3905711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3905712.500000 Penalty: 5038.278809
	Iteration 76Q: 3 clusters Score -3905712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3905717.000000 Penalty: 5038.278809
	Iteration 77Q: 3 clusters Score -3905717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3905724.750000 Penalty: 5038.278809
	Iteration 78Q: 3 clusters Score -3905725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3905722.250000 Penalty: 5038.278809
	Iteration 79Q: 3 clusters Score -3905722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3905735.750000 Penalty: 5038.278809
	Iteration 80F: 3 clusters Score -3905736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3905747.500000 Penalty: 5038.278809
	Iteration 81Q: 3 clusters Score -3905748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3905749.000000 Penalty: 5038.278809
	Iteration 82Q: 3 clusters Score -3905749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3905753.250000 Penalty: 5038.278809
	Iteration 83Q: 3 clusters Score -3905753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3905758.500000 Penalty: 5038.278809
	Iteration 84Q: 3 clusters Score -3905758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3905759.250000 Penalty: 5038.278809
	Iteration 85Q: 3 clusters Score -3905759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3905758.500000 Penalty: 5038.278809
	Iteration 86Q: 3 clusters Score -3905758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3905760.750000 Penalty: 5038.278809
	Iteration 87Q: 3 clusters Score -3905761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3905761.250000 Penalty: 5038.278809
	Iteration 88Q: 3 clusters Score -3905761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3905763.000000 Penalty: 5038.278809
	Iteration 89Q: 3 clusters Score -3905763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3905769.000000 Penalty: 5038.278809
	Iteration 90Q: 3 clusters Score -3905769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3905776.000000 Penalty: 5038.278809
	Iteration 91Q: 3 clusters Score -3905776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3905775.250000 Penalty: 5038.278809
	Iteration 92Q: 3 clusters Score -3905775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3905776.250000 Penalty: 5038.278809
	Iteration 93Q: 3 clusters Score -3905776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3905777.000000 Penalty: 5038.278809
	Iteration 94Q: 3 clusters Score -3905777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3905778.750000 Penalty: 5038.278809
	Iteration 95Q: 3 clusters Score -3905779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3905777.250000 Penalty: 5038.278809
	Iteration 96Q: 3 clusters Score -3905777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3905774.000000 Penalty: 5038.278809
	Iteration 97Q: 3 clusters Score -3905774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3905776.250000 Penalty: 5038.278809
	Iteration 98Q: 3 clusters Score -3905776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3905779.000000 Penalty: 5038.278809
	Iteration 99Q: 3 clusters Score -3905779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3905782.500000 Penalty: 5038.278809
	Iteration 100F: 3 clusters Score -3905782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3905784.250000 Penalty: 5038.278809
	Iteration 101Q: 3 clusters Score -3905784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3905784.500000 Penalty: 5038.278809
	Iteration 102Q: 3 clusters Score -3905784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3905788.750000 Penalty: 5038.278809
	Iteration 103Q: 3 clusters Score -3905789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3905787.750000 Penalty: 5038.278809
	Iteration 104Q: 3 clusters Score -3905788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3905790.750000 Penalty: 5038.278809
	Iteration 105Q: 3 clusters Score -3905791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3905788.250000 Penalty: 5038.278809
	Iteration 106Q: 3 clusters Score -3905788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3905787.750000 Penalty: 5038.278809
	Iteration 107Q: 3 clusters Score -3905788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3905789.250000 Penalty: 5038.278809
	Iteration 108Q: 3 clusters Score -3905789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3905792.000000 Penalty: 5038.278809
	Iteration 109Q: 3 clusters Score -3905792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3905792.000000 Penalty: 5038.278809
	Iteration 110F: 3 clusters Score -3905792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111768 members 
Entering Unmasked Estep 
Score: -17236880.000000 Penalty: 2882.796875
	Iteration 0F: 2 clusters Score -1.723688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -17165996.000000 Penalty: 5765.593750
	Iteration 0F: 3 clusters Score -1.7166e+07 nChanged 53130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -17196594.000000 Penalty: 5765.593750
	Iteration 1F: 3 clusters Score -1.719659e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -17197738.000000 Penalty: 5765.593750
	Iteration 2Q: 3 clusters Score -1.719774e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -17198976.000000 Penalty: 5765.593750
	Iteration 3Q: 3 clusters Score -1.719898e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -17200392.000000 Penalty: 5765.593750
	Iteration 4Q: 3 clusters Score -1.720039e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -17202184.000000 Penalty: 5765.593750
	Iteration 5Q: 3 clusters Score -1.720218e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -17204706.000000 Penalty: 5765.593750
	Iteration 6Q: 3 clusters Score -1.720471e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -17207484.000000 Penalty: 5765.593750
	Iteration 7F: 3 clusters Score -1.720748e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -17211048.000000 Penalty: 5765.593750
	Iteration 8F: 3 clusters Score -1.721105e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -17214908.000000 Penalty: 5765.593750
	Iteration 9F: 3 clusters Score -1.721491e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -17218508.000000 Penalty: 5765.593750
	Iteration 10F: 3 clusters Score -1.721851e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -17220768.000000 Penalty: 5765.593750
	Iteration 11Q: 3 clusters Score -1.722077e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -17221898.000000 Penalty: 5765.593750
	Iteration 12Q: 3 clusters Score -1.72219e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -17222438.000000 Penalty: 5765.593750
	Iteration 13Q: 3 clusters Score -1.722244e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -17222790.000000 Penalty: 5765.593750
	Iteration 14Q: 3 clusters Score -1.722279e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -17222982.000000 Penalty: 5765.593750
	Iteration 15Q: 3 clusters Score -1.722298e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -17223202.000000 Penalty: 5765.593750
	Iteration 16Q: 3 clusters Score -1.72232e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -17223404.000000 Penalty: 5765.593750
	Iteration 17Q: 3 clusters Score -1.72234e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -17223616.000000 Penalty: 5765.593750
	Iteration 18Q: 3 clusters Score -1.722362e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -17223756.000000 Penalty: 5765.593750
	Iteration 19Q: 3 clusters Score -1.722376e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 70994 members 
Entering Unmasked Estep 
Score: -17223894.000000 Penalty: 5765.593750
	Iteration 20F: 3 clusters Score -1.722389e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -17224058.000000 Penalty: 5765.593750
	Iteration 21Q: 3 clusters Score -1.722406e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -17224216.000000 Penalty: 5765.593750
	Iteration 22Q: 3 clusters Score -1.722422e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -17224526.000000 Penalty: 5765.593750
	Iteration 23Q: 3 clusters Score -1.722453e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -17224728.000000 Penalty: 5765.593750
	Iteration 24Q: 3 clusters Score -1.722473e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -17224904.000000 Penalty: 5765.593750
	Iteration 25Q: 3 clusters Score -1.72249e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 76138 members 
Entering Unmasked Estep 
Score: -17225042.000000 Penalty: 5765.593750
	Iteration 26Q: 3 clusters Score -1.722504e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -17225240.000000 Penalty: 5765.593750
	Iteration 27Q: 3 clusters Score -1.722524e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -17225448.000000 Penalty: 5765.593750
	Iteration 28Q: 3 clusters Score -1.722545e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -17225558.000000 Penalty: 5765.593750
	Iteration 29Q: 3 clusters Score -1.722556e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 80158 members 
Entering Unmasked Estep 
Score: -17225782.000000 Penalty: 5765.593750
	Iteration 30Q: 3 clusters Score -1.722578e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -17225990.000000 Penalty: 5765.593750
	Iteration 31Q: 3 clusters Score -1.722599e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -17226168.000000 Penalty: 5765.593750
	Iteration 32Q: 3 clusters Score -1.722617e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -17226388.000000 Penalty: 5765.593750
	Iteration 33Q: 3 clusters Score -1.722639e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -17226632.000000 Penalty: 5765.593750
	Iteration 34Q: 3 clusters Score -1.722663e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -17226962.000000 Penalty: 5765.593750
	Iteration 35Q: 3 clusters Score -1.722696e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -17227228.000000 Penalty: 5765.593750
	Iteration 36Q: 3 clusters Score -1.722723e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -17227500.000000 Penalty: 5765.593750
	Iteration 37Q: 3 clusters Score -1.72275e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -17227852.000000 Penalty: 5765.593750
	Iteration 38Q: 3 clusters Score -1.722785e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -17228372.000000 Penalty: 5765.593750
	Iteration 39Q: 3 clusters Score -1.722837e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -17228958.000000 Penalty: 5765.593750
	Iteration 40F: 3 clusters Score -1.722896e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -17229472.000000 Penalty: 5765.593750
	Iteration 41Q: 3 clusters Score -1.722947e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -17229838.000000 Penalty: 5765.593750
	Iteration 42Q: 3 clusters Score -1.722984e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -17230320.000000 Penalty: 5765.593750
	Iteration 43Q: 3 clusters Score -1.723032e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -17230766.000000 Penalty: 5765.593750
	Iteration 44Q: 3 clusters Score -1.723077e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -17231112.000000 Penalty: 5765.593750
	Iteration 45Q: 3 clusters Score -1.723111e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -17231446.000000 Penalty: 5765.593750
	Iteration 46Q: 3 clusters Score -1.723145e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -17231852.000000 Penalty: 5765.593750
	Iteration 47Q: 3 clusters Score -1.723185e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 102885 members 
Entering Unmasked Estep 
Score: -17232080.000000 Penalty: 5765.593750
	Iteration 48Q: 3 clusters Score -1.723208e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -17232262.000000 Penalty: 5765.593750
	Iteration 49Q: 3 clusters Score -1.723226e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -17232520.000000 Penalty: 5765.593750
	Iteration 50Q: 3 clusters Score -1.723252e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -17232718.000000 Penalty: 5765.593750
	Iteration 51Q: 3 clusters Score -1.723272e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 105880 members 
Entering Unmasked Estep 
Score: -17232900.000000 Penalty: 5765.593750
	Iteration 52Q: 3 clusters Score -1.72329e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -17233054.000000 Penalty: 5765.593750
	Iteration 53Q: 3 clusters Score -1.723305e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -17233280.000000 Penalty: 5765.593750
	Iteration 54Q: 3 clusters Score -1.723328e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -17233354.000000 Penalty: 5765.593750
	Iteration 55Q: 3 clusters Score -1.723335e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -17233530.000000 Penalty: 5765.593750
	Iteration 56Q: 3 clusters Score -1.723353e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -17233646.000000 Penalty: 5765.593750
	Iteration 57Q: 3 clusters Score -1.723365e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -17233742.000000 Penalty: 5765.593750
	Iteration 58Q: 3 clusters Score -1.723374e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -17233844.000000 Penalty: 5765.593750
	Iteration 59Q: 3 clusters Score -1.723384e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -17233984.000000 Penalty: 5765.593750
	Iteration 60F: 3 clusters Score -1.723398e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 109332 members 
Entering Unmasked Estep 
Score: -17234062.000000 Penalty: 5765.593750
	Iteration 61Q: 3 clusters Score -1.723406e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 109495 members 
Entering Unmasked Estep 
Score: -17234140.000000 Penalty: 5765.593750
	Iteration 62Q: 3 clusters Score -1.723414e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 109618 members 
Entering Unmasked Estep 
Score: -17234152.000000 Penalty: 5765.593750
	Iteration 63Q: 3 clusters Score -1.723415e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -17234226.000000 Penalty: 5765.593750
	Iteration 64Q: 3 clusters Score -1.723423e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -17234262.000000 Penalty: 5765.593750
	Iteration 65Q: 3 clusters Score -1.723426e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -17234294.000000 Penalty: 5765.593750
	Iteration 66Q: 3 clusters Score -1.723429e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -17234318.000000 Penalty: 5765.593750
	Iteration 67Q: 3 clusters Score -1.723432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 110030 members 
Entering Unmasked Estep 
Score: -17234366.000000 Penalty: 5765.593750
	Iteration 68Q: 3 clusters Score -1.723437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -17234368.000000 Penalty: 5765.593750
	Iteration 69Q: 3 clusters Score -1.723437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -17234398.000000 Penalty: 5765.593750
	Iteration 70Q: 3 clusters Score -1.72344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -17234432.000000 Penalty: 5765.593750
	Iteration 71Q: 3 clusters Score -1.723443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -17234402.000000 Penalty: 5765.593750
	Iteration 72Q: 3 clusters Score -1.72344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
Score: -17234424.000000 Penalty: 5765.593750
	Iteration 73Q: 3 clusters Score -1.723442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -17234434.000000 Penalty: 5765.593750
	Iteration 74Q: 3 clusters Score -1.723443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -17234422.000000 Penalty: 5765.593750
	Iteration 75Q: 3 clusters Score -1.723442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -17234418.000000 Penalty: 5765.593750
	Iteration 76Q: 3 clusters Score -1.723442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -17234416.000000 Penalty: 5765.593750
	Iteration 77Q: 3 clusters Score -1.723442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 110254 members 
Entering Unmasked Estep 
Score: -17234410.000000 Penalty: 5765.593750
	Iteration 78Q: 3 clusters Score -1.723441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -17234422.000000 Penalty: 5765.593750
	Iteration 79Q: 3 clusters Score -1.723442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -17234428.000000 Penalty: 5765.593750
	Iteration 80F: 3 clusters Score -1.723443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -17234448.000000 Penalty: 5765.593750
	Iteration 81Q: 3 clusters Score -1.723445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -17234460.000000 Penalty: 5765.593750
	Iteration 82Q: 3 clusters Score -1.723446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -17234468.000000 Penalty: 5765.593750
	Iteration 83Q: 3 clusters Score -1.723447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -17234468.000000 Penalty: 5765.593750
	Iteration 84Q: 3 clusters Score -1.723447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -17234480.000000 Penalty: 5765.593750
	Iteration 85Q: 3 clusters Score -1.723448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -17234482.000000 Penalty: 5765.593750
	Iteration 86Q: 3 clusters Score -1.723448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -17234490.000000 Penalty: 5765.593750
	Iteration 87Q: 3 clusters Score -1.723449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -17234488.000000 Penalty: 5765.593750
	Iteration 88Q: 3 clusters Score -1.723449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -17234494.000000 Penalty: 5765.593750
	Iteration 89Q: 3 clusters Score -1.723449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -17234480.000000 Penalty: 5765.593750
	Iteration 90Q: 3 clusters Score -1.723448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -17234496.000000 Penalty: 5765.593750
	Iteration 91Q: 3 clusters Score -1.72345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -17234502.000000 Penalty: 5765.593750
	Iteration 92Q: 3 clusters Score -1.72345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 110425 members 
Entering Unmasked Estep 
Score: -17234510.000000 Penalty: 5765.593750
	Iteration 93Q: 3 clusters Score -1.723451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -17234504.000000 Penalty: 5765.593750
	Iteration 94Q: 3 clusters Score -1.72345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -17234512.000000 Penalty: 5765.593750
	Iteration 95Q: 3 clusters Score -1.723451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -17234514.000000 Penalty: 5765.593750
	Iteration 96Q: 3 clusters Score -1.723451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -17234512.000000 Penalty: 5765.593750
	Iteration 97Q: 3 clusters Score -1.723451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 110458 members 
Entering Unmasked Estep 
Score: -17234514.000000 Penalty: 5765.593750
	Iteration 98Q: 3 clusters Score -1.723451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -17234506.000000 Penalty: 5765.593750
	Iteration 99Q: 3 clusters Score -1.723451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -17234510.000000 Penalty: 5765.593750
	Iteration 100F: 3 clusters Score -1.723451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -17234516.000000 Penalty: 5765.593750
	Iteration 101Q: 3 clusters Score -1.723452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -17234528.000000 Penalty: 5765.593750
	Iteration 102Q: 3 clusters Score -1.723453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 110474 members 
Entering Unmasked Estep 
Score: -17234534.000000 Penalty: 5765.593750
	Iteration 103Q: 3 clusters Score -1.723453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 5765.593750
	Iteration 104Q: 3 clusters Score -1.723453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 110479 members 
Entering Unmasked Estep 
Score: -17234520.000000 Penalty: 5765.593750
	Iteration 105Q: 3 clusters Score -1.723452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -17234530.000000 Penalty: 5765.593750
	Iteration 106Q: 3 clusters Score -1.723453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 5765.593750
	Iteration 107Q: 3 clusters Score -1.723453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -17234542.000000 Penalty: 5765.593750
	Iteration 108Q: 3 clusters Score -1.723454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 110487 members 
Entering Unmasked Estep 
Score: -17234534.000000 Penalty: 5765.593750
	Iteration 109Q: 3 clusters Score -1.723453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -17234532.000000 Penalty: 5765.593750
	Iteration 110Q: 3 clusters Score -1.723453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 110490 members 
Entering Unmasked Estep 
Score: -17234516.000000 Penalty: 5765.593750
	Iteration 111Q: 3 clusters Score -1.723452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -17234514.000000 Penalty: 5765.593750
	Iteration 112Q: 3 clusters Score -1.723451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 110492 members 
Entering Unmasked Estep 
Score: -17234520.000000 Penalty: 5765.593750
	Iteration 113Q: 3 clusters Score -1.723452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -17234528.000000 Penalty: 5765.593750
	Iteration 114Q: 3 clusters Score -1.723453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -17234528.000000 Penalty: 5765.593750
	Iteration 115Q: 3 clusters Score -1.723453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -17234528.000000 Penalty: 5765.593750
	Iteration 116F: 3 clusters Score -1.723453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111332.359375 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111332.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111759.632812 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111759.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112010.148438 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -112010.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112171.656250 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -112171.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112293.578125 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -112293.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112369.234375 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -112369.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112415.195312 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -112415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112450.156250 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -112450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112485.117188 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -112485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112533.312500 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -112533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112571.164062 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -112571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112598.390625 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -112598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112624.445312 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -112624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112635.906250 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -112635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112644.218750 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -112644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112652.414062 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -112652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112652.414062 Penalty: 3338.584961
	Iteration 16F: 3 clusters Score -112652.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -1256681.625000 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -1256682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1250082.375000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -1250082 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1251883.375000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -1251883 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1252150.375000 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -1252150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1252328.625000 Penalty: 4476.268066
	Iteration 3Q: 3 clusters Score -1252329 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1252435.000000 Penalty: 4476.268066
	Iteration 4Q: 3 clusters Score -1252435 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1252522.250000 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -1252522 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1252589.500000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -1252590 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1252660.125000 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -1252660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1252732.250000 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -1252732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1252804.500000 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -1252804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1252881.750000 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -1252882 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1252962.000000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -1252962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1253051.000000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -1253051 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1253138.125000 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -1253138 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1253231.250000 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -1253231 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1253345.500000 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -1253346 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1253437.750000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -1253438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1253546.875000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -1253547 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1253664.625000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -1253665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1253811.000000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -1253811 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1253928.000000 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -1253928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1254028.125000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -1254028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1254109.000000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -1254109 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1254205.875000 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -1254206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1254294.750000 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -1254295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1254375.875000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -1254376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1254445.250000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -1254445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1254511.875000 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -1254512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1254559.125000 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -1254559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1254598.375000 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -1254598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1254624.500000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -1254624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1254652.125000 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -1254652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1254663.875000 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -1254664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1254679.375000 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -1254679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1254691.750000 Penalty: 4476.268066
	Iteration 34Q: 3 clusters Score -1254692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1254701.750000 Penalty: 4476.268066
	Iteration 35Q: 3 clusters Score -1254702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1254711.500000 Penalty: 4476.268066
	Iteration 36Q: 3 clusters Score -1254712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1254721.125000 Penalty: 4476.268066
	Iteration 37Q: 3 clusters Score -1254721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1254728.875000 Penalty: 4476.268066
	Iteration 38Q: 3 clusters Score -1254729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1254735.625000 Penalty: 4476.268066
	Iteration 39Q: 3 clusters Score -1254736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1254745.875000 Penalty: 4476.268066
	Iteration 40F: 3 clusters Score -1254746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1254753.375000 Penalty: 4476.268066
	Iteration 41Q: 3 clusters Score -1254753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1254759.875000 Penalty: 4476.268066
	Iteration 42Q: 3 clusters Score -1254760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1254761.250000 Penalty: 4476.268066
	Iteration 43Q: 3 clusters Score -1254761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1254761.000000 Penalty: 4476.268066
	Iteration 44Q: 3 clusters Score -1254761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1254761.500000 Penalty: 4476.268066
	Iteration 45Q: 3 clusters Score -1254762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1254762.125000 Penalty: 4476.268066
	Iteration 46Q: 3 clusters Score -1254762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1254762.125000 Penalty: 4476.268066
	Iteration 47F: 3 clusters Score -1254762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -92094.859375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -92094.86 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 405 members 
Entering Unmasked Estep 
Score: -90416.007812 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -90416.01 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90775.765625 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -90775.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91075.445312 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -91075.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91257.195312 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -91257.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91379.773438 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -91379.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91464.281250 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -91464.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91541.234375 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -91541.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91605.046875 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -91605.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91665.132812 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -91665.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91728.539062 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -91728.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91775.718750 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -91775.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91803.500000 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -91803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91813.171875 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -91813.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91821.640625 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -91821.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91823.898438 Penalty: 3313.704102
	Iteration 14F: 3 clusters Score -91823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91829.882812 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -91829.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91830.937500 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -91830.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91830.937500 Penalty: 3313.704102
	Iteration 17F: 3 clusters Score -91830.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -111194.992188 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -111195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109493.843750 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -109493.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110137.507812 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -110137.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110559.031250 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -110559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110778.984375 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -110779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110920.210938 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -110920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110996.625000 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -110996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111060.656250 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -111060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111169.125000 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -111169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111224.914062 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -111224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111240.914062 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -111240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111254.375000 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -111254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111258.375000 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -111258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111262.976562 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -111263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111273.734375 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -111273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111278.125000 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -111278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111282.656250 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -111282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111282.656250 Penalty: 3354.313965
	Iteration 16F: 3 clusters Score -111282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 481 members 
Mstep: Class 34 contains 384 members 
Entering Unmasked Estep 
Score: -104161656.000000 Penalty: 113455.515625
Splitting cluster 33 changes total score from -104163360.000000 to -104161656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174554 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 20090 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 34971 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 113021 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 111768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163312.000000 Penalty: 110118.593750
Iteration 199Q: 34 clusters Score -1.041633e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 174506 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 20097 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34984 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112993 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8610 members 
Mstep: Class 28 contains 25791 members 
Mstep: Class 29 contains 111832 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163472.000000 Penalty: 110118.593750
Iteration 200F: 34 clusters Score -1.041635e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 174469 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15269 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 20099 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 34993 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112961 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8608 members 
Mstep: Class 28 contains 25790 members 
Mstep: Class 29 contains 111892 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163288.000000 Penalty: 110118.593750
Iteration 201Q: 34 clusters Score -1.041633e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 174439 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15272 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 20098 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 35002 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112919 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8608 members 
Mstep: Class 28 contains 25790 members 
Mstep: Class 29 contains 111960 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163512.000000 Penalty: 110118.593750
Iteration 202Q: 34 clusters Score -1.041635e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 18561 members 
Mstep: Class 5 contains 174406 members 
Mstep: Class 6 contains 36977 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 20101 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 35002 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112851 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8612 members 
Mstep: Class 28 contains 25792 members 
Mstep: Class 29 contains 112056 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 110118.593750
Iteration 203Q: 34 clusters Score -1.041636e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 174331 members 
Mstep: Class 6 contains 36978 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5577 members 
Mstep: Class 17 contains 20097 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 35009 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112838 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 25789 members 
Mstep: Class 29 contains 112143 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163600.000000 Penalty: 110118.593750
Iteration 204Q: 34 clusters Score -1.041636e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 174232 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5572 members 
Mstep: Class 17 contains 20100 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 35018 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15589 members 
Mstep: Class 22 contains 112841 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 25789 members 
Mstep: Class 29 contains 112220 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163632.000000 Penalty: 110118.593750
Iteration 205Q: 34 clusters Score -1.041636e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 174161 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 20103 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 35024 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112793 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8623 members 
Mstep: Class 28 contains 25796 members 
Mstep: Class 29 contains 112327 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163736.000000 Penalty: 110118.593750
Iteration 206Q: 34 clusters Score -1.041637e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 174104 members 
Mstep: Class 6 contains 36981 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 20098 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 35029 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112744 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 25794 members 
Mstep: Class 29 contains 112441 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 110118.593750
Iteration 207Q: 34 clusters Score -1.041636e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 174041 members 
Mstep: Class 6 contains 36978 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13903 members 
Mstep: Class 10 contains 15289 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 20094 members 
Mstep: Class 18 contains 15275 members 
Mstep: Class 19 contains 35038 members 
Mstep: Class 20 contains 42010 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112715 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 112519 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163728.000000 Penalty: 110118.593750
Iteration 208Q: 34 clusters Score -1.041637e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 173967 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 20100 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 35047 members 
Mstep: Class 20 contains 42014 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112673 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 25797 members 
Mstep: Class 29 contains 112619 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163576.000000 Penalty: 110118.593750
Iteration 209Q: 34 clusters Score -1.041636e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 173891 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 20098 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 35059 members 
Mstep: Class 20 contains 42010 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112617 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 25799 members 
Mstep: Class 29 contains 112732 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163536.000000 Penalty: 110118.593750
Iteration 210Q: 34 clusters Score -1.041635e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4402 members 
Mstep: Class 4 contains 18564 members 
Mstep: Class 5 contains 173824 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 20099 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 35071 members 
Mstep: Class 20 contains 42007 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112565 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8647 members 
Mstep: Class 28 contains 25798 members 
Mstep: Class 29 contains 112854 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163384.000000 Penalty: 110118.593750
Iteration 211Q: 34 clusters Score -1.041634e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 173780 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 20100 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 35081 members 
Mstep: Class 20 contains 42011 members 
Mstep: Class 21 contains 15588 members 
Mstep: Class 22 contains 112547 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8655 members 
Mstep: Class 28 contains 25793 members 
Mstep: Class 29 contains 112910 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163216.000000 Penalty: 110118.593750
Iteration 212Q: 34 clusters Score -1.041632e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 173711 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 20100 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 35082 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112535 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8657 members 
Mstep: Class 28 contains 25793 members 
Mstep: Class 29 contains 112981 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163320.000000 Penalty: 110118.593750
Iteration 213Q: 34 clusters Score -1.041633e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 173659 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 20105 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 35082 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112524 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8657 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 113051 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163264.000000 Penalty: 110118.593750
Iteration 214Q: 34 clusters Score -1.041633e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 173577 members 
Mstep: Class 6 contains 36967 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 20112 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 35096 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112527 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8656 members 
Mstep: Class 28 contains 25795 members 
Mstep: Class 29 contains 113118 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163376.000000 Penalty: 110118.593750
Iteration 215Q: 34 clusters Score -1.041634e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 173515 members 
Mstep: Class 6 contains 36963 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 20107 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35104 members 
Mstep: Class 20 contains 42014 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112536 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8658 members 
Mstep: Class 28 contains 25800 members 
Mstep: Class 29 contains 113172 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163248.000000 Penalty: 110118.593750
Iteration 216Q: 34 clusters Score -1.041632e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 173440 members 
Mstep: Class 6 contains 36959 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5533 members 
Mstep: Class 17 contains 20110 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35116 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112550 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8659 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 113214 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163272.000000 Penalty: 110118.593750
Iteration 217Q: 34 clusters Score -1.041633e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 173385 members 
Mstep: Class 6 contains 36960 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 20115 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112548 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 113259 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163176.000000 Penalty: 110118.593750
Iteration 218Q: 34 clusters Score -1.041632e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 173316 members 
Mstep: Class 6 contains 36959 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 20113 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35131 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112550 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8667 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 113318 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163288.000000 Penalty: 110118.593750
Iteration 219Q: 34 clusters Score -1.041633e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 173255 members 
Mstep: Class 6 contains 36961 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 20116 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35142 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112559 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 25803 members 
Mstep: Class 29 contains 113354 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163464.000000 Penalty: 110118.593750
Iteration 220F: 34 clusters Score -1.041635e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 173194 members 
Mstep: Class 6 contains 36961 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35155 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112544 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8669 members 
Mstep: Class 28 contains 25801 members 
Mstep: Class 29 contains 113419 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163640.000000 Penalty: 110118.593750
Iteration 221Q: 34 clusters Score -1.041636e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 173137 members 
Mstep: Class 6 contains 36966 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13904 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 20122 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35162 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112515 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 113489 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163536.000000 Penalty: 110118.593750
Iteration 222Q: 34 clusters Score -1.041635e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 173077 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 20120 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35169 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112488 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 113563 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 110118.593750
Iteration 223Q: 34 clusters Score -1.041636e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 173036 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 20111 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35176 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112459 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8673 members 
Mstep: Class 28 contains 25804 members 
Mstep: Class 29 contains 113623 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163712.000000 Penalty: 110118.593750
Iteration 224Q: 34 clusters Score -1.041637e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4394 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 172981 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 20116 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35177 members 
Mstep: Class 20 contains 42018 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112474 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 113657 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 110118.593750
Iteration 225Q: 34 clusters Score -1.041636e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 172922 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 20117 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35174 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112501 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8675 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 113680 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163504.000000 Penalty: 110118.593750
Iteration 226Q: 34 clusters Score -1.041635e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 172864 members 
Mstep: Class 6 contains 36970 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 20119 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35170 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112524 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8675 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 113720 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163360.000000 Penalty: 110118.593750
Iteration 227Q: 34 clusters Score -1.041634e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 172794 members 
Mstep: Class 6 contains 36972 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35166 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112514 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8677 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 113801 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163416.000000 Penalty: 110118.593750
Iteration 228Q: 34 clusters Score -1.041634e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 172771 members 
Mstep: Class 6 contains 36976 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 20119 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35164 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112494 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 113853 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163408.000000 Penalty: 110118.593750
Iteration 229Q: 34 clusters Score -1.041634e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 172735 members 
Mstep: Class 6 contains 36982 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 20122 members 
Mstep: Class 18 contains 15272 members 
Mstep: Class 19 contains 35157 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112494 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8675 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 113889 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163368.000000 Penalty: 110118.593750
Iteration 230Q: 34 clusters Score -1.041634e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 172694 members 
Mstep: Class 6 contains 36986 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 15268 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 20123 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35154 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112524 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8674 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 113898 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163256.000000 Penalty: 110118.593750
Iteration 231Q: 34 clusters Score -1.041633e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 172634 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 20125 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35160 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112564 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 113907 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163160.000000 Penalty: 110118.593750
Iteration 232Q: 34 clusters Score -1.041632e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 172562 members 
Mstep: Class 6 contains 36993 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 20123 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35165 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112614 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8675 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 113920 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163328.000000 Penalty: 110118.593750
Iteration 233Q: 34 clusters Score -1.041633e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 172466 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15276 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 20125 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 35169 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112665 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8673 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 113958 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163256.000000 Penalty: 110118.593750
Iteration 234Q: 34 clusters Score -1.041633e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 172392 members 
Mstep: Class 6 contains 37001 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 20126 members 
Mstep: Class 18 contains 15270 members 
Mstep: Class 19 contains 35181 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112689 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 113991 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8306 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163216.000000 Penalty: 110118.593750
Iteration 235Q: 34 clusters Score -1.041632e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 172342 members 
Mstep: Class 6 contains 37004 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2344 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 15270 members 
Mstep: Class 19 contains 35191 members 
Mstep: Class 20 contains 42017 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112688 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8673 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 114026 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163264.000000 Penalty: 110118.593750
Iteration 236Q: 34 clusters Score -1.041633e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 172316 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 15279 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 20129 members 
Mstep: Class 18 contains 15270 members 
Mstep: Class 19 contains 35191 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112651 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8674 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114087 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8308 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163248.000000 Penalty: 110118.593750
Iteration 237Q: 34 clusters Score -1.041632e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172284 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 20132 members 
Mstep: Class 18 contains 15269 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 42015 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112617 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8674 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114150 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163152.000000 Penalty: 110118.593750
Iteration 238Q: 34 clusters Score -1.041632e+08 nChanged 391
Entering ConstructFrom: 
Score: -104163152.000000 Penalty: 110118.593750
Entering ConstructFrom: 
Trying to split cluster 1 (5105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Entering Unmasked Estep 
Score: -662698.000000 Penalty: 2117.417969
	Iteration 0F: 2 clusters Score -662698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -658123.125000 Penalty: 4234.835938
	Iteration 0F: 3 clusters Score -658123.1 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -659534.750000 Penalty: 4234.835938
	Iteration 1F: 3 clusters Score -659534.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -660069.562500 Penalty: 4234.835938
	Iteration 2F: 3 clusters Score -660069.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -660597.250000 Penalty: 4234.835938
	Iteration 3F: 3 clusters Score -660597.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -661110.375000 Penalty: 4234.835938
	Iteration 4F: 3 clusters Score -661110.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -661471.500000 Penalty: 4234.835938
	Iteration 5F: 3 clusters Score -661471.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -661745.750000 Penalty: 4234.835938
	Iteration 6F: 3 clusters Score -661745.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -661978.562500 Penalty: 4234.835938
	Iteration 7Q: 3 clusters Score -661978.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -662169.187500 Penalty: 4234.835938
	Iteration 8Q: 3 clusters Score -662169.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -662297.062500 Penalty: 4234.835938
	Iteration 9Q: 3 clusters Score -662297.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -662428.250000 Penalty: 4234.835938
	Iteration 10Q: 3 clusters Score -662428.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -662533.937500 Penalty: 4234.835938
	Iteration 11Q: 3 clusters Score -662533.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -662647.500000 Penalty: 4234.835938
	Iteration 12Q: 3 clusters Score -662647.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -662745.312500 Penalty: 4234.835938
	Iteration 13Q: 3 clusters Score -662745.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -662829.000000 Penalty: 4234.835938
	Iteration 14Q: 3 clusters Score -662829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -662878.250000 Penalty: 4234.835938
	Iteration 15Q: 3 clusters Score -662878.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -662908.312500 Penalty: 4234.835938
	Iteration 16Q: 3 clusters Score -662908.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -662934.750000 Penalty: 4234.835938
	Iteration 17Q: 3 clusters Score -662934.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -662955.187500 Penalty: 4234.835938
	Iteration 18Q: 3 clusters Score -662955.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -662968.125000 Penalty: 4234.835938
	Iteration 19Q: 3 clusters Score -662968.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -662981.437500 Penalty: 4234.835938
	Iteration 20F: 3 clusters Score -662981.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -662995.687500 Penalty: 4234.835938
	Iteration 21Q: 3 clusters Score -662995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -663008.187500 Penalty: 4234.835938
	Iteration 22Q: 3 clusters Score -663008.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -663015.812500 Penalty: 4234.835938
	Iteration 23Q: 3 clusters Score -663015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -663022.125000 Penalty: 4234.835938
	Iteration 24Q: 3 clusters Score -663022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -663026.062500 Penalty: 4234.835938
	Iteration 25Q: 3 clusters Score -663026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -663030.375000 Penalty: 4234.835938
	Iteration 26Q: 3 clusters Score -663030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -663040.562500 Penalty: 4234.835938
	Iteration 27Q: 3 clusters Score -663040.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -663042.625000 Penalty: 4234.835938
	Iteration 28Q: 3 clusters Score -663042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -663042.875000 Penalty: 4234.835938
	Iteration 29Q: 3 clusters Score -663042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -663041.937500 Penalty: 4234.835938
	Iteration 30Q: 3 clusters Score -663041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -663043.062500 Penalty: 4234.835938
	Iteration 31Q: 3 clusters Score -663043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -663043.062500 Penalty: 4234.835938
	Iteration 32F: 3 clusters Score -663043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 3098 members 
Entering Unmasked Estep 
Score: -104162208.000000 Penalty: 113455.515625
Splitting cluster 1 changes total score from -104163152.000000 to -104162208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -597119.437500 Penalty: 2062.199951
	Iteration 0F: 2 clusters Score -597119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -593270.937500 Penalty: 4124.399902
	Iteration 0F: 3 clusters Score -593270.9 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -594295.625000 Penalty: 4124.399902
	Iteration 1F: 3 clusters Score -594295.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -594785.812500 Penalty: 4124.399902
	Iteration 2F: 3 clusters Score -594785.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -595256.625000 Penalty: 4124.399902
	Iteration 3F: 3 clusters Score -595256.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -595609.250000 Penalty: 4124.399902
	Iteration 4F: 3 clusters Score -595609.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -595802.250000 Penalty: 4124.399902
	Iteration 5F: 3 clusters Score -595802.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -595905.812500 Penalty: 4124.399902
	Iteration 6Q: 3 clusters Score -595905.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -595968.562500 Penalty: 4124.399902
	Iteration 7Q: 3 clusters Score -595968.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -595995.062500 Penalty: 4124.399902
	Iteration 8Q: 3 clusters Score -595995.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -596016.000000 Penalty: 4124.399902
	Iteration 9Q: 3 clusters Score -596016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -596030.125000 Penalty: 4124.399902
	Iteration 10Q: 3 clusters Score -596030.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -596037.000000 Penalty: 4124.399902
	Iteration 11Q: 3 clusters Score -596037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -596050.250000 Penalty: 4124.399902
	Iteration 12Q: 3 clusters Score -596050.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -596060.437500 Penalty: 4124.399902
	Iteration 13Q: 3 clusters Score -596060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -596068.000000 Penalty: 4124.399902
	Iteration 14Q: 3 clusters Score -596068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -596075.687500 Penalty: 4124.399902
	Iteration 15Q: 3 clusters Score -596075.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -596082.500000 Penalty: 4124.399902
	Iteration 16Q: 3 clusters Score -596082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -596090.062500 Penalty: 4124.399902
	Iteration 17Q: 3 clusters Score -596090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -596095.625000 Penalty: 4124.399902
	Iteration 18Q: 3 clusters Score -596095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -596097.500000 Penalty: 4124.399902
	Iteration 19Q: 3 clusters Score -596097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -596098.750000 Penalty: 4124.399902
	Iteration 20F: 3 clusters Score -596098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -596100.125000 Penalty: 4124.399902
	Iteration 21Q: 3 clusters Score -596100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -596101.625000 Penalty: 4124.399902
	Iteration 22Q: 3 clusters Score -596101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -596101.687500 Penalty: 4124.399902
	Iteration 23Q: 3 clusters Score -596101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -596101.562500 Penalty: 4124.399902
	Iteration 24Q: 3 clusters Score -596101.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -596101.562500 Penalty: 4124.399902
	Iteration 25F: 3 clusters Score -596101.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -637505.500000 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -637505.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -633390.750000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -633390.8 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -634433.937500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -634433.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -634680.875000 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -634680.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -634861.437500 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -634861.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -635035.500000 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -635035.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -635212.812500 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -635212.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -635401.937500 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -635401.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -635571.312500 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -635571.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -635721.625000 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -635721.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -635825.062500 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -635825.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -635925.562500 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -635925.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -635986.625000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -635986.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -636029.562500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -636029.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -636060.625000 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -636060.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -636082.062500 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -636082.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -636100.312500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -636100.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -636118.875000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -636118.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -636129.875000 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -636129.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -636141.125000 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -636141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -636146.000000 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -636146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -636153.562500 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -636153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -636158.562500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -636158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -636162.187500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -636162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -636166.375000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -636166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -636168.437500 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -636168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -636168.750000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -636168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -636168.687500 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -636168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -636168.687500 Penalty: 4160.896973
	Iteration 27F: 3 clusters Score -636168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Entering Unmasked Estep 
Score: -2836101.750000 Penalty: 2437.680420
	Iteration 0F: 2 clusters Score -2836102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2823092.750000 Penalty: 4875.360840
	Iteration 0F: 3 clusters Score -2823093 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2827429.250000 Penalty: 4875.360840
	Iteration 1F: 3 clusters Score -2827429 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2828004.250000 Penalty: 4875.360840
	Iteration 2F: 3 clusters Score -2828004 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2828526.250000 Penalty: 4875.360840
	Iteration 3F: 3 clusters Score -2828526 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2829108.000000 Penalty: 4875.360840
	Iteration 4F: 3 clusters Score -2829108 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2829714.500000 Penalty: 4875.360840
	Iteration 5F: 3 clusters Score -2829714 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2830327.500000 Penalty: 4875.360840
	Iteration 6F: 3 clusters Score -2830328 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2830925.000000 Penalty: 4875.360840
	Iteration 7F: 3 clusters Score -2830925 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2831479.750000 Penalty: 4875.360840
	Iteration 8Q: 3 clusters Score -2831480 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2831888.750000 Penalty: 4875.360840
	Iteration 9Q: 3 clusters Score -2831889 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2832215.250000 Penalty: 4875.360840
	Iteration 10Q: 3 clusters Score -2832215 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2832482.250000 Penalty: 4875.360840
	Iteration 11Q: 3 clusters Score -2832482 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2832755.750000 Penalty: 4875.360840
	Iteration 12Q: 3 clusters Score -2832756 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2832949.000000 Penalty: 4875.360840
	Iteration 13Q: 3 clusters Score -2832949 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2833149.750000 Penalty: 4875.360840
	Iteration 14Q: 3 clusters Score -2833150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2833368.250000 Penalty: 4875.360840
	Iteration 15Q: 3 clusters Score -2833368 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2833615.000000 Penalty: 4875.360840
	Iteration 16Q: 3 clusters Score -2833615 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2833802.500000 Penalty: 4875.360840
	Iteration 17Q: 3 clusters Score -2833802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2833917.000000 Penalty: 4875.360840
	Iteration 18Q: 3 clusters Score -2833917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2834005.250000 Penalty: 4875.360840
	Iteration 19Q: 3 clusters Score -2834005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2834048.750000 Penalty: 4875.360840
	Iteration 20F: 3 clusters Score -2834049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2834082.250000 Penalty: 4875.360840
	Iteration 21Q: 3 clusters Score -2834082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2834100.500000 Penalty: 4875.360840
	Iteration 22Q: 3 clusters Score -2834100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2834126.250000 Penalty: 4875.360840
	Iteration 23Q: 3 clusters Score -2834126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2834131.000000 Penalty: 4875.360840
	Iteration 24Q: 3 clusters Score -2834131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2834137.500000 Penalty: 4875.360840
	Iteration 25Q: 3 clusters Score -2834138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2834157.000000 Penalty: 4875.360840
	Iteration 26Q: 3 clusters Score -2834157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2834173.750000 Penalty: 4875.360840
	Iteration 27Q: 3 clusters Score -2834174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2834180.250000 Penalty: 4875.360840
	Iteration 28Q: 3 clusters Score -2834180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2834190.000000 Penalty: 4875.360840
	Iteration 29Q: 3 clusters Score -2834190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2834191.250000 Penalty: 4875.360840
	Iteration 30Q: 3 clusters Score -2834191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2834199.500000 Penalty: 4875.360840
	Iteration 31Q: 3 clusters Score -2834200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2834203.000000 Penalty: 4875.360840
	Iteration 32Q: 3 clusters Score -2834203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2834210.750000 Penalty: 4875.360840
	Iteration 33Q: 3 clusters Score -2834211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2834213.250000 Penalty: 4875.360840
	Iteration 34Q: 3 clusters Score -2834213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2834217.750000 Penalty: 4875.360840
	Iteration 35Q: 3 clusters Score -2834218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2834220.000000 Penalty: 4875.360840
	Iteration 36Q: 3 clusters Score -2834220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2834224.000000 Penalty: 4875.360840
	Iteration 37Q: 3 clusters Score -2834224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2834228.000000 Penalty: 4875.360840
	Iteration 38Q: 3 clusters Score -2834228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2834229.500000 Penalty: 4875.360840
	Iteration 39Q: 3 clusters Score -2834230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2834231.250000 Penalty: 4875.360840
	Iteration 40F: 3 clusters Score -2834231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (172258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172258 members 
Entering Unmasked Estep 
Score: -26462038.000000 Penalty: 2990.073486
	Iteration 0F: 2 clusters Score -2.646204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -26356492.000000 Penalty: 5980.146973
	Iteration 0F: 3 clusters Score -2.635649e+07 nChanged 82616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85383 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -26403994.000000 Penalty: 5980.146973
	Iteration 1F: 3 clusters Score -2.640399e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -26405074.000000 Penalty: 5980.146973
	Iteration 2Q: 3 clusters Score -2.640507e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 87133 members 
Entering Unmasked Estep 
Score: -26406344.000000 Penalty: 5980.146973
	Iteration 3Q: 3 clusters Score -2.640634e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -26408206.000000 Penalty: 5980.146973
	Iteration 4Q: 3 clusters Score -2.640821e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -26411226.000000 Penalty: 5980.146973
	Iteration 5Q: 3 clusters Score -2.641123e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -26416104.000000 Penalty: 5980.146973
	Iteration 6Q: 3 clusters Score -2.64161e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -26422352.000000 Penalty: 5980.146973
	Iteration 7F: 3 clusters Score -2.642235e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 92184 members 
Entering Unmasked Estep 
Score: -26429966.000000 Penalty: 5980.146973
	Iteration 8F: 3 clusters Score -2.642997e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -26437526.000000 Penalty: 5980.146973
	Iteration 9F: 3 clusters Score -2.643753e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -26442978.000000 Penalty: 5980.146973
	Iteration 10F: 3 clusters Score -2.644298e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -26445980.000000 Penalty: 5980.146973
	Iteration 11Q: 3 clusters Score -2.644598e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 101955 members 
Entering Unmasked Estep 
Score: -26447662.000000 Penalty: 5980.146973
	Iteration 12Q: 3 clusters Score -2.644766e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 105229 members 
Entering Unmasked Estep 
Score: -26448918.000000 Penalty: 5980.146973
	Iteration 13Q: 3 clusters Score -2.644892e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -26450228.000000 Penalty: 5980.146973
	Iteration 14Q: 3 clusters Score -2.645023e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -26452026.000000 Penalty: 5980.146973
	Iteration 15Q: 3 clusters Score -2.645203e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 118513 members 
Entering Unmasked Estep 
Score: -26453774.000000 Penalty: 5980.146973
	Iteration 16Q: 3 clusters Score -2.645377e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 123689 members 
Entering Unmasked Estep 
Score: -26455584.000000 Penalty: 5980.146973
	Iteration 17Q: 3 clusters Score -2.645558e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 129217 members 
Entering Unmasked Estep 
Score: -26457490.000000 Penalty: 5980.146973
	Iteration 18Q: 3 clusters Score -2.645749e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 134663 members 
Entering Unmasked Estep 
Score: -26459170.000000 Penalty: 5980.146973
	Iteration 19Q: 3 clusters Score -2.645917e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 139683 members 
Entering Unmasked Estep 
Score: -26459778.000000 Penalty: 5980.146973
	Iteration 20F: 3 clusters Score -2.645978e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 144407 members 
Entering Unmasked Estep 
Score: -26460194.000000 Penalty: 5980.146973
	Iteration 21Q: 3 clusters Score -2.646019e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -26460320.000000 Penalty: 5980.146973
	Iteration 22Q: 3 clusters Score -2.646032e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 152526 members 
Entering Unmasked Estep 
Score: -26460352.000000 Penalty: 5980.146973
	Iteration 23Q: 3 clusters Score -2.646035e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -26460300.000000 Penalty: 5980.146973
	Iteration 24Q: 3 clusters Score -2.64603e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -26460348.000000 Penalty: 5980.146973
	Iteration 25Q: 3 clusters Score -2.646035e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -26460140.000000 Penalty: 5980.146973
	Iteration 26Q: 3 clusters Score -2.646014e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 162325 members 
Entering Unmasked Estep 
Score: -26459992.000000 Penalty: 5980.146973
	Iteration 27Q: 3 clusters Score -2.645999e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -26459928.000000 Penalty: 5980.146973
	Iteration 28Q: 3 clusters Score -2.645993e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -26459924.000000 Penalty: 5980.146973
	Iteration 29Q: 3 clusters Score -2.645992e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -26459894.000000 Penalty: 5980.146973
	Iteration 30Q: 3 clusters Score -2.645989e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -26459770.000000 Penalty: 5980.146973
	Iteration 31Q: 3 clusters Score -2.645977e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 167417 members 
Entering Unmasked Estep 
Score: -26459772.000000 Penalty: 5980.146973
	Iteration 32Q: 3 clusters Score -2.645977e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -26459732.000000 Penalty: 5980.146973
	Iteration 33Q: 3 clusters Score -2.645973e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 168527 members 
Entering Unmasked Estep 
Score: -26459734.000000 Penalty: 5980.146973
	Iteration 34Q: 3 clusters Score -2.645973e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -26459706.000000 Penalty: 5980.146973
	Iteration 35Q: 3 clusters Score -2.645971e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 169317 members 
Entering Unmasked Estep 
Score: -26459710.000000 Penalty: 5980.146973
	Iteration 36Q: 3 clusters Score -2.645971e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 169631 members 
Entering Unmasked Estep 
Score: -26459662.000000 Penalty: 5980.146973
	Iteration 37Q: 3 clusters Score -2.645966e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -26459690.000000 Penalty: 5980.146973
	Iteration 38Q: 3 clusters Score -2.645969e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -26459712.000000 Penalty: 5980.146973
	Iteration 39Q: 3 clusters Score -2.645971e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -26459724.000000 Penalty: 5980.146973
	Iteration 40F: 3 clusters Score -2.645972e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 170517 members 
Entering Unmasked Estep 
Score: -26459742.000000 Penalty: 5980.146973
	Iteration 41Q: 3 clusters Score -2.645974e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 170706 members 
Entering Unmasked Estep 
Score: -26459788.000000 Penalty: 5980.146973
	Iteration 42Q: 3 clusters Score -2.645979e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 170855 members 
Entering Unmasked Estep 
Score: -26459738.000000 Penalty: 5980.146973
	Iteration 43Q: 3 clusters Score -2.645974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 170968 members 
Entering Unmasked Estep 
Score: -26459802.000000 Penalty: 5980.146973
	Iteration 44Q: 3 clusters Score -2.64598e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -26459764.000000 Penalty: 5980.146973
	Iteration 45Q: 3 clusters Score -2.645976e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 171151 members 
Entering Unmasked Estep 
Score: -26459772.000000 Penalty: 5980.146973
	Iteration 46Q: 3 clusters Score -2.645977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -26459768.000000 Penalty: 5980.146973
	Iteration 47Q: 3 clusters Score -2.645977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -26459776.000000 Penalty: 5980.146973
	Iteration 48Q: 3 clusters Score -2.645978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -26459786.000000 Penalty: 5980.146973
	Iteration 49Q: 3 clusters Score -2.645979e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -26459794.000000 Penalty: 5980.146973
	Iteration 50Q: 3 clusters Score -2.645979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 171391 members 
Entering Unmasked Estep 
Score: -26459814.000000 Penalty: 5980.146973
	Iteration 51Q: 3 clusters Score -2.645981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -26459818.000000 Penalty: 5980.146973
	Iteration 52Q: 3 clusters Score -2.645982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -26459798.000000 Penalty: 5980.146973
	Iteration 53Q: 3 clusters Score -2.64598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -26459786.000000 Penalty: 5980.146973
	Iteration 54Q: 3 clusters Score -2.645979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -26459798.000000 Penalty: 5980.146973
	Iteration 55Q: 3 clusters Score -2.64598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -26459800.000000 Penalty: 5980.146973
	Iteration 56Q: 3 clusters Score -2.64598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -26459800.000000 Penalty: 5980.146973
	Iteration 57Q: 3 clusters Score -2.64598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 171470 members 
Entering Unmasked Estep 
Score: -26459814.000000 Penalty: 5980.146973
	Iteration 58Q: 3 clusters Score -2.645981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -26459800.000000 Penalty: 5980.146973
	Iteration 59Q: 3 clusters Score -2.64598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 171476 members 
Entering Unmasked Estep 
Score: -26459816.000000 Penalty: 5980.146973
	Iteration 60F: 3 clusters Score -2.645982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 171480 members 
Entering Unmasked Estep 
Score: -26459812.000000 Penalty: 5980.146973
	Iteration 61Q: 3 clusters Score -2.645981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -26459822.000000 Penalty: 5980.146973
	Iteration 62Q: 3 clusters Score -2.645982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -26459812.000000 Penalty: 5980.146973
	Iteration 63Q: 3 clusters Score -2.645981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -26459816.000000 Penalty: 5980.146973
	Iteration 64Q: 3 clusters Score -2.645982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -26459834.000000 Penalty: 5980.146973
	Iteration 65Q: 3 clusters Score -2.645983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -26459814.000000 Penalty: 5980.146973
	Iteration 66Q: 3 clusters Score -2.645981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 171548 members 
Entering Unmasked Estep 
Score: -26459832.000000 Penalty: 5980.146973
	Iteration 67Q: 3 clusters Score -2.645983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 171557 members 
Entering Unmasked Estep 
Score: -26459832.000000 Penalty: 5980.146973
	Iteration 68Q: 3 clusters Score -2.645983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -26459812.000000 Penalty: 5980.146973
	Iteration 69Q: 3 clusters Score -2.645981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171570 members 
Entering Unmasked Estep 
Score: -26459832.000000 Penalty: 5980.146973
	Iteration 70Q: 3 clusters Score -2.645983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -26459852.000000 Penalty: 5980.146973
	Iteration 71Q: 3 clusters Score -2.645985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -26459852.000000 Penalty: 5980.146973
	Iteration 72F: 3 clusters Score -2.645985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Entering Unmasked Estep 
Score: -5603420.500000 Penalty: 2608.650879
	Iteration 0F: 2 clusters Score -5603420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5578437.000000 Penalty: 5217.301758
	Iteration 0F: 3 clusters Score -5578437 nChanged 16829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5587580.500000 Penalty: 5217.301758
	Iteration 1F: 3 clusters Score -5587580 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -5588177.500000 Penalty: 5217.301758
	Iteration 2Q: 3 clusters Score -5588178 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5588851.000000 Penalty: 5217.301758
	Iteration 3Q: 3 clusters Score -5588851 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5589561.000000 Penalty: 5217.301758
	Iteration 4Q: 3 clusters Score -5589561 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -5590357.000000 Penalty: 5217.301758
	Iteration 5Q: 3 clusters Score -5590357 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5591176.000000 Penalty: 5217.301758
	Iteration 6Q: 3 clusters Score -5591176 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5592071.000000 Penalty: 5217.301758
	Iteration 7F: 3 clusters Score -5592071 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -5592914.500000 Penalty: 5217.301758
	Iteration 8Q: 3 clusters Score -5592914 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5593596.500000 Penalty: 5217.301758
	Iteration 9Q: 3 clusters Score -5593596 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5594232.500000 Penalty: 5217.301758
	Iteration 10Q: 3 clusters Score -5594232 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5594709.000000 Penalty: 5217.301758
	Iteration 11Q: 3 clusters Score -5594709 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -5595100.000000 Penalty: 5217.301758
	Iteration 12Q: 3 clusters Score -5595100 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5595421.500000 Penalty: 5217.301758
	Iteration 13Q: 3 clusters Score -5595422 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5595730.000000 Penalty: 5217.301758
	Iteration 14Q: 3 clusters Score -5595730 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -5596143.000000 Penalty: 5217.301758
	Iteration 15Q: 3 clusters Score -5596143 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5596667.500000 Penalty: 5217.301758
	Iteration 16Q: 3 clusters Score -5596668 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5597300.000000 Penalty: 5217.301758
	Iteration 17Q: 3 clusters Score -5597300 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -5598163.000000 Penalty: 5217.301758
	Iteration 18Q: 3 clusters Score -5598163 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5598908.500000 Penalty: 5217.301758
	Iteration 19Q: 3 clusters Score -5598908 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5599343.500000 Penalty: 5217.301758
	Iteration 20F: 3 clusters Score -5599344 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5599620.000000 Penalty: 5217.301758
	Iteration 21Q: 3 clusters Score -5599620 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5599780.000000 Penalty: 5217.301758
	Iteration 22Q: 3 clusters Score -5599780 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -5599898.500000 Penalty: 5217.301758
	Iteration 23Q: 3 clusters Score -5599898 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5600002.500000 Penalty: 5217.301758
	Iteration 24Q: 3 clusters Score -5600002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5600092.500000 Penalty: 5217.301758
	Iteration 25Q: 3 clusters Score -5600092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5600178.500000 Penalty: 5217.301758
	Iteration 26Q: 3 clusters Score -5600178 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -5600256.000000 Penalty: 5217.301758
	Iteration 27Q: 3 clusters Score -5600256 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -5600346.000000 Penalty: 5217.301758
	Iteration 28Q: 3 clusters Score -5600346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5600413.000000 Penalty: 5217.301758
	Iteration 29Q: 3 clusters Score -5600413 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5600493.500000 Penalty: 5217.301758
	Iteration 30Q: 3 clusters Score -5600494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5600584.000000 Penalty: 5217.301758
	Iteration 31Q: 3 clusters Score -5600584 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5600668.000000 Penalty: 5217.301758
	Iteration 32Q: 3 clusters Score -5600668 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5600757.500000 Penalty: 5217.301758
	Iteration 33Q: 3 clusters Score -5600758 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5600860.500000 Penalty: 5217.301758
	Iteration 34Q: 3 clusters Score -5600860 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5600964.000000 Penalty: 5217.301758
	Iteration 35Q: 3 clusters Score -5600964 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5601050.000000 Penalty: 5217.301758
	Iteration 36Q: 3 clusters Score -5601050 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -5601149.000000 Penalty: 5217.301758
	Iteration 37Q: 3 clusters Score -5601149 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5601276.500000 Penalty: 5217.301758
	Iteration 38Q: 3 clusters Score -5601276 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5601369.500000 Penalty: 5217.301758
	Iteration 39Q: 3 clusters Score -5601370 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -5601451.000000 Penalty: 5217.301758
	Iteration 40F: 3 clusters Score -5601451 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -5601497.000000 Penalty: 5217.301758
	Iteration 41Q: 3 clusters Score -5601497 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -5601580.000000 Penalty: 5217.301758
	Iteration 42Q: 3 clusters Score -5601580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -5601630.500000 Penalty: 5217.301758
	Iteration 43Q: 3 clusters Score -5601630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5601657.500000 Penalty: 5217.301758
	Iteration 44Q: 3 clusters Score -5601658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -5601679.500000 Penalty: 5217.301758
	Iteration 45Q: 3 clusters Score -5601680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5601693.000000 Penalty: 5217.301758
	Iteration 46Q: 3 clusters Score -5601693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5601687.500000 Penalty: 5217.301758
	Iteration 47Q: 3 clusters Score -5601688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5601703.500000 Penalty: 5217.301758
	Iteration 48Q: 3 clusters Score -5601704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -5601700.000000 Penalty: 5217.301758
	Iteration 49Q: 3 clusters Score -5601700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5601698.500000 Penalty: 5217.301758
	Iteration 50Q: 3 clusters Score -5601698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -5601725.500000 Penalty: 5217.301758
	Iteration 51Q: 3 clusters Score -5601726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -5601719.500000 Penalty: 5217.301758
	Iteration 52Q: 3 clusters Score -5601720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -5601707.500000 Penalty: 5217.301758
	Iteration 53Q: 3 clusters Score -5601708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5601716.000000 Penalty: 5217.301758
	Iteration 54Q: 3 clusters Score -5601716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5601716.500000 Penalty: 5217.301758
	Iteration 55Q: 3 clusters Score -5601716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5601724.000000 Penalty: 5217.301758
	Iteration 56Q: 3 clusters Score -5601724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5601724.000000 Penalty: 5217.301758
	Iteration 57Q: 3 clusters Score -5601724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -5601726.000000 Penalty: 5217.301758
	Iteration 58Q: 3 clusters Score -5601726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5601736.500000 Penalty: 5217.301758
	Iteration 59Q: 3 clusters Score -5601736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5601744.500000 Penalty: 5217.301758
	Iteration 60F: 3 clusters Score -5601744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5601739.500000 Penalty: 5217.301758
	Iteration 61Q: 3 clusters Score -5601740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5601750.000000 Penalty: 5217.301758
	Iteration 62Q: 3 clusters Score -5601750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -5601759.000000 Penalty: 5217.301758
	Iteration 63Q: 3 clusters Score -5601759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5601754.000000 Penalty: 5217.301758
	Iteration 64Q: 3 clusters Score -5601754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5601757.000000 Penalty: 5217.301758
	Iteration 65Q: 3 clusters Score -5601757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5601764.500000 Penalty: 5217.301758
	Iteration 66Q: 3 clusters Score -5601764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -5601766.000000 Penalty: 5217.301758
	Iteration 67Q: 3 clusters Score -5601766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5601764.500000 Penalty: 5217.301758
	Iteration 68Q: 3 clusters Score -5601764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5601775.500000 Penalty: 5217.301758
	Iteration 69Q: 3 clusters Score -5601776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -5601782.500000 Penalty: 5217.301758
	Iteration 70Q: 3 clusters Score -5601782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -5601780.500000 Penalty: 5217.301758
	Iteration 71Q: 3 clusters Score -5601780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5601775.500000 Penalty: 5217.301758
	Iteration 72Q: 3 clusters Score -5601776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5601767.000000 Penalty: 5217.301758
	Iteration 73Q: 3 clusters Score -5601767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5601777.500000 Penalty: 5217.301758
	Iteration 74Q: 3 clusters Score -5601778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5601781.000000 Penalty: 5217.301758
	Iteration 75Q: 3 clusters Score -5601781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5601778.000000 Penalty: 5217.301758
	Iteration 76Q: 3 clusters Score -5601778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5601785.500000 Penalty: 5217.301758
	Iteration 77Q: 3 clusters Score -5601786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5601781.000000 Penalty: 5217.301758
	Iteration 78Q: 3 clusters Score -5601781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5601782.000000 Penalty: 5217.301758
	Iteration 79Q: 3 clusters Score -5601782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5601778.000000 Penalty: 5217.301758
	Iteration 80F: 3 clusters Score -5601778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5601781.000000 Penalty: 5217.301758
	Iteration 81Q: 3 clusters Score -5601781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -5601781.500000 Penalty: 5217.301758
	Iteration 82Q: 3 clusters Score -5601782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -5601777.500000 Penalty: 5217.301758
	Iteration 83Q: 3 clusters Score -5601778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -5601776.500000 Penalty: 5217.301758
	Iteration 84Q: 3 clusters Score -5601776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5601781.000000 Penalty: 5217.301758
	Iteration 85Q: 3 clusters Score -5601781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5601783.000000 Penalty: 5217.301758
	Iteration 86Q: 3 clusters Score -5601783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -5601776.000000 Penalty: 5217.301758
	Iteration 87Q: 3 clusters Score -5601776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5601774.000000 Penalty: 5217.301758
	Iteration 88Q: 3 clusters Score -5601774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -5601774.000000 Penalty: 5217.301758
	Iteration 89F: 3 clusters Score -5601774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -135029.906250 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -135029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133268.968750 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -133269 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134021.484375 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -134021.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -134351.125000 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -134351.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -134553.875000 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -134553.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -134749.000000 Penalty: 3427.237549
	Iteration 4F: 3 clusters Score -134749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -134854.812500 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -134854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -134933.765625 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -134933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -134994.515625 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -134994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -135016.500000 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -135016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -135025.031250 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -135025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -135038.390625 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -135038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -135044.531250 Penalty: 3427.237549
	Iteration 11Q: 3 clusters Score -135044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -135051.468750 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -135051.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -135062.000000 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -135062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -135088.812500 Penalty: 3427.237549
	Iteration 14F: 3 clusters Score -135088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -135114.937500 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -135114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -135122.531250 Penalty: 3427.237549
	Iteration 16Q: 3 clusters Score -135122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -135136.640625 Penalty: 3427.237549
	Iteration 17Q: 3 clusters Score -135136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -135141.015625 Penalty: 3427.237549
	Iteration 18Q: 3 clusters Score -135141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -135141.015625 Penalty: 3427.237549
	Iteration 19F: 3 clusters Score -135141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 133 members 
Entering Unmasked Estep 
Score: -104161360.000000 Penalty: 113455.515625
Splitting cluster 7 changes total score from -104163152.000000 to -104161360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88237.421875 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88237.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86882.015625 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86882.02 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87774.679688 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87774.68 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88152.726562 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -88152.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -88357.765625 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -88357.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88521.617188 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -88521.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -88606.664062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -88606.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88674.031250 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -88674.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88742.882812 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -88742.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88759.664062 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -88759.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88779.054688 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -88779.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88779.054688 Penalty: 3274.210205
	Iteration 10F: 3 clusters Score -88779.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 141 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 595 members 
Entering Unmasked Estep 
Score: -104161848.000000 Penalty: 113455.515625
Splitting cluster 8 changes total score from -104163152.000000 to -104161848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Entering Unmasked Estep 
Score: -1942356.125000 Penalty: 2366.099365
	Iteration 0F: 2 clusters Score -1942356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1932133.250000 Penalty: 4732.198730
	Iteration 0F: 3 clusters Score -1932133 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1935667.875000 Penalty: 4732.198730
	Iteration 1F: 3 clusters Score -1935668 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1936259.875000 Penalty: 4732.198730
	Iteration 2F: 3 clusters Score -1936260 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1936911.250000 Penalty: 4732.198730
	Iteration 3F: 3 clusters Score -1936911 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1937652.625000 Penalty: 4732.198730
	Iteration 4F: 3 clusters Score -1937653 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1938349.250000 Penalty: 4732.198730
	Iteration 5F: 3 clusters Score -1938349 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1938867.750000 Penalty: 4732.198730
	Iteration 6F: 3 clusters Score -1938868 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1939220.500000 Penalty: 4732.198730
	Iteration 7Q: 3 clusters Score -1939220 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1939436.500000 Penalty: 4732.198730
	Iteration 8Q: 3 clusters Score -1939436 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1939606.250000 Penalty: 4732.198730
	Iteration 9Q: 3 clusters Score -1939606 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1939744.125000 Penalty: 4732.198730
	Iteration 10Q: 3 clusters Score -1939744 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1939858.125000 Penalty: 4732.198730
	Iteration 11Q: 3 clusters Score -1939858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1939949.125000 Penalty: 4732.198730
	Iteration 12Q: 3 clusters Score -1939949 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1940009.000000 Penalty: 4732.198730
	Iteration 13Q: 3 clusters Score -1940009 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1940069.375000 Penalty: 4732.198730
	Iteration 14Q: 3 clusters Score -1940069 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1940116.375000 Penalty: 4732.198730
	Iteration 15Q: 3 clusters Score -1940116 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1940166.875000 Penalty: 4732.198730
	Iteration 16Q: 3 clusters Score -1940167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1940205.750000 Penalty: 4732.198730
	Iteration 17Q: 3 clusters Score -1940206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1940233.875000 Penalty: 4732.198730
	Iteration 18Q: 3 clusters Score -1940234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1940256.375000 Penalty: 4732.198730
	Iteration 19Q: 3 clusters Score -1940256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1940273.000000 Penalty: 4732.198730
	Iteration 20F: 3 clusters Score -1940273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1940291.500000 Penalty: 4732.198730
	Iteration 21Q: 3 clusters Score -1940292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1940307.125000 Penalty: 4732.198730
	Iteration 22Q: 3 clusters Score -1940307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1940313.500000 Penalty: 4732.198730
	Iteration 23Q: 3 clusters Score -1940314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1940328.875000 Penalty: 4732.198730
	Iteration 24Q: 3 clusters Score -1940329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1940332.250000 Penalty: 4732.198730
	Iteration 25Q: 3 clusters Score -1940332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1940336.375000 Penalty: 4732.198730
	Iteration 26Q: 3 clusters Score -1940336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1940344.125000 Penalty: 4732.198730
	Iteration 27Q: 3 clusters Score -1940344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1940358.875000 Penalty: 4732.198730
	Iteration 28Q: 3 clusters Score -1940359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1940360.500000 Penalty: 4732.198730
	Iteration 29Q: 3 clusters Score -1940360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1940374.000000 Penalty: 4732.198730
	Iteration 30Q: 3 clusters Score -1940374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1940384.750000 Penalty: 4732.198730
	Iteration 31Q: 3 clusters Score -1940385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1940384.500000 Penalty: 4732.198730
	Iteration 32Q: 3 clusters Score -1940384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1940387.625000 Penalty: 4732.198730
	Iteration 33Q: 3 clusters Score -1940388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1940392.250000 Penalty: 4732.198730
	Iteration 34Q: 3 clusters Score -1940392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1940389.000000 Penalty: 4732.198730
	Iteration 35Q: 3 clusters Score -1940389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1940394.875000 Penalty: 4732.198730
	Iteration 36Q: 3 clusters Score -1940395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1940402.875000 Penalty: 4732.198730
	Iteration 37Q: 3 clusters Score -1940403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1940404.250000 Penalty: 4732.198730
	Iteration 38Q: 3 clusters Score -1940404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1940411.875000 Penalty: 4732.198730
	Iteration 39Q: 3 clusters Score -1940412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1940414.875000 Penalty: 4732.198730
	Iteration 40F: 3 clusters Score -1940415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1940419.000000 Penalty: 4732.198730
	Iteration 41Q: 3 clusters Score -1940419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1940421.625000 Penalty: 4732.198730
	Iteration 42Q: 3 clusters Score -1940422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1940427.000000 Penalty: 4732.198730
	Iteration 43Q: 3 clusters Score -1940427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1940430.500000 Penalty: 4732.198730
	Iteration 44Q: 3 clusters Score -1940430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1940431.375000 Penalty: 4732.198730
	Iteration 45Q: 3 clusters Score -1940431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1940431.500000 Penalty: 4732.198730
	Iteration 46Q: 3 clusters Score -1940432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1940438.250000 Penalty: 4732.198730
	Iteration 47Q: 3 clusters Score -1940438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1940437.500000 Penalty: 4732.198730
	Iteration 48Q: 3 clusters Score -1940438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1940435.500000 Penalty: 4732.198730
	Iteration 49Q: 3 clusters Score -1940436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1940439.875000 Penalty: 4732.198730
	Iteration 50Q: 3 clusters Score -1940440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1940440.000000 Penalty: 4732.198730
	Iteration 51Q: 3 clusters Score -1940440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1940447.000000 Penalty: 4732.198730
	Iteration 52Q: 3 clusters Score -1940447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1940456.000000 Penalty: 4732.198730
	Iteration 53Q: 3 clusters Score -1940456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1940453.125000 Penalty: 4732.198730
	Iteration 54Q: 3 clusters Score -1940453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1940457.875000 Penalty: 4732.198730
	Iteration 55Q: 3 clusters Score -1940458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1940456.125000 Penalty: 4732.198730
	Iteration 56Q: 3 clusters Score -1940456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1940458.000000 Penalty: 4732.198730
	Iteration 57Q: 3 clusters Score -1940458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1940465.750000 Penalty: 4732.198730
	Iteration 58Q: 3 clusters Score -1940466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1940469.875000 Penalty: 4732.198730
	Iteration 59Q: 3 clusters Score -1940470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1940472.125000 Penalty: 4732.198730
	Iteration 60F: 3 clusters Score -1940472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1940472.125000 Penalty: 4732.198730
	Iteration 61Q: 3 clusters Score -1940472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1940479.375000 Penalty: 4732.198730
	Iteration 62Q: 3 clusters Score -1940479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1940481.125000 Penalty: 4732.198730
	Iteration 63Q: 3 clusters Score -1940481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1940486.250000 Penalty: 4732.198730
	Iteration 64Q: 3 clusters Score -1940486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1940489.500000 Penalty: 4732.198730
	Iteration 65Q: 3 clusters Score -1940490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1940494.125000 Penalty: 4732.198730
	Iteration 66Q: 3 clusters Score -1940494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1940498.625000 Penalty: 4732.198730
	Iteration 67Q: 3 clusters Score -1940499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1940508.000000 Penalty: 4732.198730
	Iteration 68Q: 3 clusters Score -1940508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1940506.250000 Penalty: 4732.198730
	Iteration 69Q: 3 clusters Score -1940506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1940507.750000 Penalty: 4732.198730
	Iteration 70Q: 3 clusters Score -1940508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1940509.750000 Penalty: 4732.198730
	Iteration 71Q: 3 clusters Score -1940510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1940515.375000 Penalty: 4732.198730
	Iteration 72Q: 3 clusters Score -1940515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1940526.375000 Penalty: 4732.198730
	Iteration 73Q: 3 clusters Score -1940526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1940528.500000 Penalty: 4732.198730
	Iteration 74Q: 3 clusters Score -1940528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1940540.000000 Penalty: 4732.198730
	Iteration 75Q: 3 clusters Score -1940540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1940546.875000 Penalty: 4732.198730
	Iteration 76Q: 3 clusters Score -1940547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1940557.875000 Penalty: 4732.198730
	Iteration 77Q: 3 clusters Score -1940558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1940562.500000 Penalty: 4732.198730
	Iteration 78Q: 3 clusters Score -1940562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1940576.750000 Penalty: 4732.198730
	Iteration 79Q: 3 clusters Score -1940577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1940589.375000 Penalty: 4732.198730
	Iteration 80F: 3 clusters Score -1940589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1940602.625000 Penalty: 4732.198730
	Iteration 81Q: 3 clusters Score -1940603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1940608.250000 Penalty: 4732.198730
	Iteration 82Q: 3 clusters Score -1940608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1940631.000000 Penalty: 4732.198730
	Iteration 83Q: 3 clusters Score -1940631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1940638.625000 Penalty: 4732.198730
	Iteration 84Q: 3 clusters Score -1940639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1940638.625000 Penalty: 4732.198730
	Iteration 85Q: 3 clusters Score -1940639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1940644.375000 Penalty: 4732.198730
	Iteration 86Q: 3 clusters Score -1940644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1940646.750000 Penalty: 4732.198730
	Iteration 87Q: 3 clusters Score -1940647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1940652.250000 Penalty: 4732.198730
	Iteration 88Q: 3 clusters Score -1940652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1940651.000000 Penalty: 4732.198730
	Iteration 89Q: 3 clusters Score -1940651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1940655.625000 Penalty: 4732.198730
	Iteration 90Q: 3 clusters Score -1940656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1940662.375000 Penalty: 4732.198730
	Iteration 91Q: 3 clusters Score -1940662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1940666.500000 Penalty: 4732.198730
	Iteration 92Q: 3 clusters Score -1940666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1940666.000000 Penalty: 4732.198730
	Iteration 93Q: 3 clusters Score -1940666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1940670.875000 Penalty: 4732.198730
	Iteration 94Q: 3 clusters Score -1940671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1940671.500000 Penalty: 4732.198730
	Iteration 95Q: 3 clusters Score -1940672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1940669.500000 Penalty: 4732.198730
	Iteration 96Q: 3 clusters Score -1940670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1940673.500000 Penalty: 4732.198730
	Iteration 97Q: 3 clusters Score -1940674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1940677.750000 Penalty: 4732.198730
	Iteration 98Q: 3 clusters Score -1940678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1940677.500000 Penalty: 4732.198730
	Iteration 99Q: 3 clusters Score -1940678 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1940676.250000 Penalty: 4732.198730
	Iteration 100F: 3 clusters Score -1940676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1940681.375000 Penalty: 4732.198730
	Iteration 101Q: 3 clusters Score -1940681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1940682.375000 Penalty: 4732.198730
	Iteration 102Q: 3 clusters Score -1940682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1940683.000000 Penalty: 4732.198730
	Iteration 103Q: 3 clusters Score -1940683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1940686.250000 Penalty: 4732.198730
	Iteration 104Q: 3 clusters Score -1940686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1940688.125000 Penalty: 4732.198730
	Iteration 105Q: 3 clusters Score -1940688 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1940692.875000 Penalty: 4732.198730
	Iteration 106Q: 3 clusters Score -1940693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1940693.750000 Penalty: 4732.198730
	Iteration 107Q: 3 clusters Score -1940694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1940698.375000 Penalty: 4732.198730
	Iteration 108Q: 3 clusters Score -1940698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1940693.125000 Penalty: 4732.198730
	Iteration 109Q: 3 clusters Score -1940693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1940701.750000 Penalty: 4732.198730
	Iteration 110Q: 3 clusters Score -1940702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1940703.375000 Penalty: 4732.198730
	Iteration 111Q: 3 clusters Score -1940703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1940705.125000 Penalty: 4732.198730
	Iteration 112Q: 3 clusters Score -1940705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1940706.500000 Penalty: 4732.198730
	Iteration 113Q: 3 clusters Score -1940706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1940701.875000 Penalty: 4732.198730
	Iteration 114Q: 3 clusters Score -1940702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1940703.875000 Penalty: 4732.198730
	Iteration 115Q: 3 clusters Score -1940704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1940705.000000 Penalty: 4732.198730
	Iteration 116Q: 3 clusters Score -1940705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1940708.125000 Penalty: 4732.198730
	Iteration 117Q: 3 clusters Score -1940708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1940708.875000 Penalty: 4732.198730
	Iteration 118Q: 3 clusters Score -1940709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1940709.625000 Penalty: 4732.198730
	Iteration 119Q: 3 clusters Score -1940710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1940707.500000 Penalty: 4732.198730
	Iteration 120F: 3 clusters Score -1940708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1940708.625000 Penalty: 4732.198730
	Iteration 121Q: 3 clusters Score -1940709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1940705.000000 Penalty: 4732.198730
	Iteration 122Q: 3 clusters Score -1940705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1940706.875000 Penalty: 4732.198730
	Iteration 123Q: 3 clusters Score -1940707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1940706.875000 Penalty: 4732.198730
	Iteration 124F: 3 clusters Score -1940707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Entering Unmasked Estep 
Score: -2321616.750000 Penalty: 2389.225342
	Iteration 0F: 2 clusters Score -2321617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2310652.000000 Penalty: 4778.450684
	Iteration 0F: 3 clusters Score -2310652 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2314556.750000 Penalty: 4778.450684
	Iteration 1F: 3 clusters Score -2314557 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2315179.000000 Penalty: 4778.450684
	Iteration 2F: 3 clusters Score -2315179 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2315702.000000 Penalty: 4778.450684
	Iteration 3F: 3 clusters Score -2315702 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2316156.750000 Penalty: 4778.450684
	Iteration 4F: 3 clusters Score -2316157 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2316592.000000 Penalty: 4778.450684
	Iteration 5F: 3 clusters Score -2316592 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2316988.750000 Penalty: 4778.450684
	Iteration 6Q: 3 clusters Score -2316989 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2317351.500000 Penalty: 4778.450684
	Iteration 7Q: 3 clusters Score -2317352 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2317704.750000 Penalty: 4778.450684
	Iteration 8Q: 3 clusters Score -2317705 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2318028.500000 Penalty: 4778.450684
	Iteration 9Q: 3 clusters Score -2318028 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2318324.500000 Penalty: 4778.450684
	Iteration 10Q: 3 clusters Score -2318324 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2318525.750000 Penalty: 4778.450684
	Iteration 11Q: 3 clusters Score -2318526 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2318697.250000 Penalty: 4778.450684
	Iteration 12Q: 3 clusters Score -2318697 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2318833.250000 Penalty: 4778.450684
	Iteration 13Q: 3 clusters Score -2318833 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2318944.750000 Penalty: 4778.450684
	Iteration 14Q: 3 clusters Score -2318945 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2319014.750000 Penalty: 4778.450684
	Iteration 15Q: 3 clusters Score -2319015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2319053.500000 Penalty: 4778.450684
	Iteration 16Q: 3 clusters Score -2319054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2319085.750000 Penalty: 4778.450684
	Iteration 17Q: 3 clusters Score -2319086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2319107.500000 Penalty: 4778.450684
	Iteration 18Q: 3 clusters Score -2319108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2319119.500000 Penalty: 4778.450684
	Iteration 19Q: 3 clusters Score -2319120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2319140.000000 Penalty: 4778.450684
	Iteration 20F: 3 clusters Score -2319140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2319144.000000 Penalty: 4778.450684
	Iteration 21Q: 3 clusters Score -2319144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2319157.250000 Penalty: 4778.450684
	Iteration 22Q: 3 clusters Score -2319157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2319158.250000 Penalty: 4778.450684
	Iteration 23Q: 3 clusters Score -2319158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2319160.250000 Penalty: 4778.450684
	Iteration 24Q: 3 clusters Score -2319160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2319174.250000 Penalty: 4778.450684
	Iteration 25Q: 3 clusters Score -2319174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2319178.250000 Penalty: 4778.450684
	Iteration 26Q: 3 clusters Score -2319178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2319182.000000 Penalty: 4778.450684
	Iteration 27Q: 3 clusters Score -2319182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2319182.500000 Penalty: 4778.450684
	Iteration 28Q: 3 clusters Score -2319182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2319188.250000 Penalty: 4778.450684
	Iteration 29Q: 3 clusters Score -2319188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2319187.750000 Penalty: 4778.450684
	Iteration 30Q: 3 clusters Score -2319188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2319191.750000 Penalty: 4778.450684
	Iteration 31Q: 3 clusters Score -2319192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2319198.750000 Penalty: 4778.450684
	Iteration 32Q: 3 clusters Score -2319199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2319205.250000 Penalty: 4778.450684
	Iteration 33Q: 3 clusters Score -2319205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2319207.000000 Penalty: 4778.450684
	Iteration 34Q: 3 clusters Score -2319207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2319213.250000 Penalty: 4778.450684
	Iteration 35Q: 3 clusters Score -2319213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2319218.750000 Penalty: 4778.450684
	Iteration 36Q: 3 clusters Score -2319219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2319223.000000 Penalty: 4778.450684
	Iteration 37Q: 3 clusters Score -2319223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2319225.500000 Penalty: 4778.450684
	Iteration 38Q: 3 clusters Score -2319226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2319232.000000 Penalty: 4778.450684
	Iteration 39Q: 3 clusters Score -2319232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2319233.750000 Penalty: 4778.450684
	Iteration 40F: 3 clusters Score -2319234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2319229.500000 Penalty: 4778.450684
	Iteration 41Q: 3 clusters Score -2319230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2319232.750000 Penalty: 4778.450684
	Iteration 42Q: 3 clusters Score -2319233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2319237.000000 Penalty: 4778.450684
	Iteration 43Q: 3 clusters Score -2319237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2319237.500000 Penalty: 4778.450684
	Iteration 44Q: 3 clusters Score -2319238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2319239.000000 Penalty: 4778.450684
	Iteration 45Q: 3 clusters Score -2319239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2319240.750000 Penalty: 4778.450684
	Iteration 46Q: 3 clusters Score -2319241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2319241.000000 Penalty: 4778.450684
	Iteration 47Q: 3 clusters Score -2319241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2319240.000000 Penalty: 4778.450684
	Iteration 48Q: 3 clusters Score -2319240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2319238.500000 Penalty: 4778.450684
	Iteration 49Q: 3 clusters Score -2319238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2319240.000000 Penalty: 4778.450684
	Iteration 50Q: 3 clusters Score -2319240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2319244.250000 Penalty: 4778.450684
	Iteration 51Q: 3 clusters Score -2319244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2319246.500000 Penalty: 4778.450684
	Iteration 52Q: 3 clusters Score -2319246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2319247.500000 Penalty: 4778.450684
	Iteration 53Q: 3 clusters Score -2319248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2319245.750000 Penalty: 4778.450684
	Iteration 54Q: 3 clusters Score -2319246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2319245.750000 Penalty: 4778.450684
	Iteration 55F: 3 clusters Score -2319246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85663.218750 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85663.22 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85974.664062 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85974.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86126.054688 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86126.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86225.125000 Penalty: 3194.709473
	Iteration 3F: 3 clusters Score -86225.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86319.726562 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86319.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86433.117188 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86433.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86557.140625 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86557.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86621.171875 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86621.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86680.562500 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86680.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86744.062500 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86744.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86834.085938 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86834.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86883.382812 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -86883.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86902.351562 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -86902.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86919.320312 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -86919.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86928.718750 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -86928.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86940.078125 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -86940.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86946.070312 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -86946.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86959.507812 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -86959.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86973.945312 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -86973.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86976.296875 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -86976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86979.710938 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -86979.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86981.898438 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -86981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86981.898438 Penalty: 3194.709473
	Iteration 22F: 3 clusters Score -86981.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -349781.718750 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -349781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -346862.437500 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -346862.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -347610.531250 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -347610.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -347984.343750 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -347984.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -348335.343750 Penalty: 3877.941406
	Iteration 3F: 3 clusters Score -348335.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -348575.812500 Penalty: 3877.941406
	Iteration 4F: 3 clusters Score -348575.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -348686.593750 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -348686.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -348760.531250 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -348760.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -348799.968750 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -348800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -348830.093750 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -348830.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -348864.843750 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -348864.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -348916.625000 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -348916.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -348971.187500 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -348971.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -349020.468750 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -349020.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -349058.312500 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -349058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -349081.875000 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -349081.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349095.812500 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -349095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -349105.812500 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -349105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349109.812500 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -349109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -349114.843750 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -349114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -349119.250000 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -349119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -349120.500000 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -349120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -349120.500000 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -349120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349121.812500 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -349121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -349122.187500 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -349122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349123.156250 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -349123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349124.593750 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -349124.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -349124.593750 Penalty: 3877.941406
	Iteration 26F: 3 clusters Score -349124.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Entering Unmasked Estep 
Score: -904985.937500 Penalty: 2163.643799
	Iteration 0F: 2 clusters Score -904985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -899763.625000 Penalty: 4327.287598
	Iteration 0F: 3 clusters Score -899763.6 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -901091.062500 Penalty: 4327.287598
	Iteration 1F: 3 clusters Score -901091.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -901422.062500 Penalty: 4327.287598
	Iteration 2F: 3 clusters Score -901422.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -901757.375000 Penalty: 4327.287598
	Iteration 3F: 3 clusters Score -901757.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -902075.500000 Penalty: 4327.287598
	Iteration 4F: 3 clusters Score -902075.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -902358.562500 Penalty: 4327.287598
	Iteration 5F: 3 clusters Score -902358.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -902592.687500 Penalty: 4327.287598
	Iteration 6Q: 3 clusters Score -902592.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -902804.687500 Penalty: 4327.287598
	Iteration 7Q: 3 clusters Score -902804.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -903008.187500 Penalty: 4327.287598
	Iteration 8Q: 3 clusters Score -903008.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -903166.500000 Penalty: 4327.287598
	Iteration 9Q: 3 clusters Score -903166.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -903275.187500 Penalty: 4327.287598
	Iteration 10Q: 3 clusters Score -903275.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -903338.312500 Penalty: 4327.287598
	Iteration 11Q: 3 clusters Score -903338.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -903378.750000 Penalty: 4327.287598
	Iteration 12Q: 3 clusters Score -903378.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -903415.500000 Penalty: 4327.287598
	Iteration 13Q: 3 clusters Score -903415.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -903437.375000 Penalty: 4327.287598
	Iteration 14Q: 3 clusters Score -903437.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -903451.000000 Penalty: 4327.287598
	Iteration 15Q: 3 clusters Score -903451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -903466.500000 Penalty: 4327.287598
	Iteration 16Q: 3 clusters Score -903466.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -903473.125000 Penalty: 4327.287598
	Iteration 17Q: 3 clusters Score -903473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -903476.375000 Penalty: 4327.287598
	Iteration 18Q: 3 clusters Score -903476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -903478.500000 Penalty: 4327.287598
	Iteration 19Q: 3 clusters Score -903478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -903480.187500 Penalty: 4327.287598
	Iteration 20F: 3 clusters Score -903480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -903483.062500 Penalty: 4327.287598
	Iteration 21Q: 3 clusters Score -903483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -903483.062500 Penalty: 4327.287598
	Iteration 22F: 3 clusters Score -903483.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -598306.062500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -598306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -594336.812500 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -594336.8 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -595239.500000 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -595239.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -595449.187500 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -595449.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -595600.000000 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -595600 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -595727.812500 Penalty: 4120.989258
	Iteration 4Q: 3 clusters Score -595727.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -595837.437500 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -595837.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -595979.375000 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -595979.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -596123.750000 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -596123.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -596264.500000 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -596264.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -596379.875000 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -596379.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -596487.187500 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -596487.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -596596.750000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -596596.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -596688.000000 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -596688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -596742.000000 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -596742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -596778.125000 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -596778.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -596798.750000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -596798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -596812.625000 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -596812.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -596827.562500 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -596827.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -596841.812500 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -596841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -596851.000000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -596851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -596859.812500 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -596859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -596863.687500 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -596863.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -596869.000000 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -596869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -596875.562500 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -596875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -596879.062500 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -596879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -596883.000000 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -596883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -596885.562500 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -596885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -596887.250000 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -596887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -596888.375000 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -596888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -596888.375000 Penalty: 4120.989258
	Iteration 29F: 3 clusters Score -596888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -357694.031250 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -357694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -354862.468750 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -354862.5 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -355356.562500 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -355356.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -355460.343750 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -355460.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -355543.625000 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -355543.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -355617.218750 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -355617.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -355713.625000 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -355713.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -355850.156250 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -355850.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -356014.906250 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -356014.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -356200.312500 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -356200.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356340.531250 Penalty: 3848.980225
	Iteration 9F: 3 clusters Score -356340.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -356455.093750 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -356455.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -356566.531250 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -356566.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -356647.312500 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -356647.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -356714.812500 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -356714.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -356773.375000 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -356773.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -356810.937500 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -356810.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -356851.406250 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -356851.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -356878.031250 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -356878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -356898.187500 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -356898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -356915.062500 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -356915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -356929.312500 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -356929.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -356937.562500 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -356937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -356945.843750 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -356945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -356947.687500 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -356947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -356947.687500 Penalty: 3848.980225
	Iteration 24F: 3 clusters Score -356947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -800658.875000 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -800658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -795870.437500 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -795870.4 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -797349.187500 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -797349.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -797934.312500 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -797934.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -798426.812500 Penalty: 4272.252441
	Iteration 3F: 3 clusters Score -798426.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -798797.250000 Penalty: 4272.252441
	Iteration 4F: 3 clusters Score -798797.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -799054.812500 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -799054.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -799265.625000 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -799265.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -799364.125000 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -799364.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -799412.000000 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -799412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -799448.750000 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -799448.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -799484.875000 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -799484.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -799503.562500 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -799503.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -799510.812500 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -799510.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -799516.250000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -799516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -799524.625000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -799524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -799525.562500 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -799525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -799528.125000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -799528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -799528.812500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -799528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -799529.937500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -799529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -799531.687500 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -799531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -799531.875000 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -799531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -799532.562500 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -799532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -799532.375000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -799532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -799532.500000 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -799532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -799533.625000 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -799533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -799532.375000 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -799532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -799532.375000 Penalty: 4272.252441
	Iteration 26F: 3 clusters Score -799532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Entering Unmasked Estep 
Score: -2901751.500000 Penalty: 2457.708496
	Iteration 0F: 2 clusters Score -2901752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2887499.500000 Penalty: 4915.416992
	Iteration 0F: 3 clusters Score -2887500 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2892754.500000 Penalty: 4915.416992
	Iteration 1F: 3 clusters Score -2892754 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2893719.000000 Penalty: 4915.416992
	Iteration 2F: 3 clusters Score -2893719 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2894755.000000 Penalty: 4915.416992
	Iteration 3F: 3 clusters Score -2894755 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2895737.000000 Penalty: 4915.416992
	Iteration 4F: 3 clusters Score -2895737 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2896525.250000 Penalty: 4915.416992
	Iteration 5F: 3 clusters Score -2896525 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2897119.000000 Penalty: 4915.416992
	Iteration 6F: 3 clusters Score -2897119 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2897562.750000 Penalty: 4915.416992
	Iteration 7Q: 3 clusters Score -2897563 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2897889.250000 Penalty: 4915.416992
	Iteration 8Q: 3 clusters Score -2897889 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2898173.000000 Penalty: 4915.416992
	Iteration 9Q: 3 clusters Score -2898173 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2898426.750000 Penalty: 4915.416992
	Iteration 10Q: 3 clusters Score -2898427 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2898629.750000 Penalty: 4915.416992
	Iteration 11Q: 3 clusters Score -2898630 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2898816.500000 Penalty: 4915.416992
	Iteration 12Q: 3 clusters Score -2898816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2898977.750000 Penalty: 4915.416992
	Iteration 13Q: 3 clusters Score -2898978 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2899148.500000 Penalty: 4915.416992
	Iteration 14Q: 3 clusters Score -2899148 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2899283.250000 Penalty: 4915.416992
	Iteration 15Q: 3 clusters Score -2899283 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2899377.750000 Penalty: 4915.416992
	Iteration 16Q: 3 clusters Score -2899378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2899465.750000 Penalty: 4915.416992
	Iteration 17Q: 3 clusters Score -2899466 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2899557.000000 Penalty: 4915.416992
	Iteration 18Q: 3 clusters Score -2899557 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2899648.250000 Penalty: 4915.416992
	Iteration 19Q: 3 clusters Score -2899648 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2899745.750000 Penalty: 4915.416992
	Iteration 20F: 3 clusters Score -2899746 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2899839.000000 Penalty: 4915.416992
	Iteration 21Q: 3 clusters Score -2899839 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2899898.750000 Penalty: 4915.416992
	Iteration 22Q: 3 clusters Score -2899899 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2899953.250000 Penalty: 4915.416992
	Iteration 23Q: 3 clusters Score -2899953 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2900007.000000 Penalty: 4915.416992
	Iteration 24Q: 3 clusters Score -2900007 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2900061.750000 Penalty: 4915.416992
	Iteration 25Q: 3 clusters Score -2900062 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2900091.000000 Penalty: 4915.416992
	Iteration 26Q: 3 clusters Score -2900091 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2900126.250000 Penalty: 4915.416992
	Iteration 27Q: 3 clusters Score -2900126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2900151.750000 Penalty: 4915.416992
	Iteration 28Q: 3 clusters Score -2900152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2900183.250000 Penalty: 4915.416992
	Iteration 29Q: 3 clusters Score -2900183 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2900206.500000 Penalty: 4915.416992
	Iteration 30Q: 3 clusters Score -2900206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2900242.250000 Penalty: 4915.416992
	Iteration 31Q: 3 clusters Score -2900242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2900269.500000 Penalty: 4915.416992
	Iteration 32Q: 3 clusters Score -2900270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2900284.000000 Penalty: 4915.416992
	Iteration 33Q: 3 clusters Score -2900284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2900297.000000 Penalty: 4915.416992
	Iteration 34Q: 3 clusters Score -2900297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2900314.750000 Penalty: 4915.416992
	Iteration 35Q: 3 clusters Score -2900315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2900340.250000 Penalty: 4915.416992
	Iteration 36Q: 3 clusters Score -2900340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2900355.750000 Penalty: 4915.416992
	Iteration 37Q: 3 clusters Score -2900356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2900384.250000 Penalty: 4915.416992
	Iteration 38Q: 3 clusters Score -2900384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2900404.000000 Penalty: 4915.416992
	Iteration 39Q: 3 clusters Score -2900404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2900418.000000 Penalty: 4915.416992
	Iteration 40F: 3 clusters Score -2900418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2900440.750000 Penalty: 4915.416992
	Iteration 41Q: 3 clusters Score -2900441 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2900467.750000 Penalty: 4915.416992
	Iteration 42Q: 3 clusters Score -2900468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2900496.250000 Penalty: 4915.416992
	Iteration 43Q: 3 clusters Score -2900496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2900510.250000 Penalty: 4915.416992
	Iteration 44Q: 3 clusters Score -2900510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2900528.000000 Penalty: 4915.416992
	Iteration 45Q: 3 clusters Score -2900528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2900554.250000 Penalty: 4915.416992
	Iteration 46Q: 3 clusters Score -2900554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2900565.000000 Penalty: 4915.416992
	Iteration 47Q: 3 clusters Score -2900565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2900566.750000 Penalty: 4915.416992
	Iteration 48Q: 3 clusters Score -2900567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2900573.500000 Penalty: 4915.416992
	Iteration 49Q: 3 clusters Score -2900574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2900576.500000 Penalty: 4915.416992
	Iteration 50Q: 3 clusters Score -2900576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2900586.000000 Penalty: 4915.416992
	Iteration 51Q: 3 clusters Score -2900586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2900592.750000 Penalty: 4915.416992
	Iteration 52Q: 3 clusters Score -2900593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2900592.000000 Penalty: 4915.416992
	Iteration 53Q: 3 clusters Score -2900592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2900590.750000 Penalty: 4915.416992
	Iteration 54Q: 3 clusters Score -2900591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2900602.000000 Penalty: 4915.416992
	Iteration 55Q: 3 clusters Score -2900602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2900597.250000 Penalty: 4915.416992
	Iteration 56Q: 3 clusters Score -2900597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2900602.000000 Penalty: 4915.416992
	Iteration 57Q: 3 clusters Score -2900602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2900602.000000 Penalty: 4915.416992
	Iteration 58Q: 3 clusters Score -2900602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2900604.750000 Penalty: 4915.416992
	Iteration 59Q: 3 clusters Score -2900605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2900611.750000 Penalty: 4915.416992
	Iteration 60F: 3 clusters Score -2900612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2900619.000000 Penalty: 4915.416992
	Iteration 61Q: 3 clusters Score -2900619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2900622.500000 Penalty: 4915.416992
	Iteration 62Q: 3 clusters Score -2900622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2900625.250000 Penalty: 4915.416992
	Iteration 63Q: 3 clusters Score -2900625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2900623.750000 Penalty: 4915.416992
	Iteration 64Q: 3 clusters Score -2900624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2900620.250000 Penalty: 4915.416992
	Iteration 65Q: 3 clusters Score -2900620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2900625.750000 Penalty: 4915.416992
	Iteration 66Q: 3 clusters Score -2900626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2900625.500000 Penalty: 4915.416992
	Iteration 67Q: 3 clusters Score -2900626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2900635.750000 Penalty: 4915.416992
	Iteration 68Q: 3 clusters Score -2900636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2900635.250000 Penalty: 4915.416992
	Iteration 69Q: 3 clusters Score -2900635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2900635.750000 Penalty: 4915.416992
	Iteration 70Q: 3 clusters Score -2900636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2900639.750000 Penalty: 4915.416992
	Iteration 71Q: 3 clusters Score -2900640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2900640.000000 Penalty: 4915.416992
	Iteration 72Q: 3 clusters Score -2900640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2900640.250000 Penalty: 4915.416992
	Iteration 73Q: 3 clusters Score -2900640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2900642.000000 Penalty: 4915.416992
	Iteration 74Q: 3 clusters Score -2900642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2900639.000000 Penalty: 4915.416992
	Iteration 75Q: 3 clusters Score -2900639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2900640.000000 Penalty: 4915.416992
	Iteration 76Q: 3 clusters Score -2900640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2900640.500000 Penalty: 4915.416992
	Iteration 77Q: 3 clusters Score -2900640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2900639.000000 Penalty: 4915.416992
	Iteration 78Q: 3 clusters Score -2900639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2900639.500000 Penalty: 4915.416992
	Iteration 79Q: 3 clusters Score -2900640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2900639.250000 Penalty: 4915.416992
	Iteration 80F: 3 clusters Score -2900639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2900644.250000 Penalty: 4915.416992
	Iteration 81Q: 3 clusters Score -2900644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2900646.500000 Penalty: 4915.416992
	Iteration 82Q: 3 clusters Score -2900646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2900645.000000 Penalty: 4915.416992
	Iteration 83Q: 3 clusters Score -2900645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2900651.750000 Penalty: 4915.416992
	Iteration 84Q: 3 clusters Score -2900652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2900655.750000 Penalty: 4915.416992
	Iteration 85Q: 3 clusters Score -2900656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2900655.000000 Penalty: 4915.416992
	Iteration 86Q: 3 clusters Score -2900655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2900656.750000 Penalty: 4915.416992
	Iteration 87Q: 3 clusters Score -2900657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2900657.250000 Penalty: 4915.416992
	Iteration 88Q: 3 clusters Score -2900657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2900657.000000 Penalty: 4915.416992
	Iteration 89Q: 3 clusters Score -2900657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2900659.750000 Penalty: 4915.416992
	Iteration 90Q: 3 clusters Score -2900660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2900659.750000 Penalty: 4915.416992
	Iteration 91F: 3 clusters Score -2900660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Entering Unmasked Estep 
Score: -2302786.250000 Penalty: 2389.111572
	Iteration 0F: 2 clusters Score -2302786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2291866.500000 Penalty: 4778.223145
	Iteration 0F: 3 clusters Score -2291866 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2295910.250000 Penalty: 4778.223145
	Iteration 1F: 3 clusters Score -2295910 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2296731.000000 Penalty: 4778.223145
	Iteration 2F: 3 clusters Score -2296731 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2297359.250000 Penalty: 4778.223145
	Iteration 3F: 3 clusters Score -2297359 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2298008.250000 Penalty: 4778.223145
	Iteration 4F: 3 clusters Score -2298008 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2298725.000000 Penalty: 4778.223145
	Iteration 5F: 3 clusters Score -2298725 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2299403.750000 Penalty: 4778.223145
	Iteration 6F: 3 clusters Score -2299404 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2300028.000000 Penalty: 4778.223145
	Iteration 7F: 3 clusters Score -2300028 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2300576.750000 Penalty: 4778.223145
	Iteration 8Q: 3 clusters Score -2300577 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2301032.500000 Penalty: 4778.223145
	Iteration 9Q: 3 clusters Score -2301032 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2301473.750000 Penalty: 4778.223145
	Iteration 10Q: 3 clusters Score -2301474 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2301839.250000 Penalty: 4778.223145
	Iteration 11Q: 3 clusters Score -2301839 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2302095.000000 Penalty: 4778.223145
	Iteration 12Q: 3 clusters Score -2302095 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2302261.750000 Penalty: 4778.223145
	Iteration 13Q: 3 clusters Score -2302262 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2302358.250000 Penalty: 4778.223145
	Iteration 14Q: 3 clusters Score -2302358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2302438.500000 Penalty: 4778.223145
	Iteration 15Q: 3 clusters Score -2302438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2302476.250000 Penalty: 4778.223145
	Iteration 16Q: 3 clusters Score -2302476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2302494.000000 Penalty: 4778.223145
	Iteration 17Q: 3 clusters Score -2302494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2302511.500000 Penalty: 4778.223145
	Iteration 18Q: 3 clusters Score -2302512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2302517.250000 Penalty: 4778.223145
	Iteration 19Q: 3 clusters Score -2302517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2302526.250000 Penalty: 4778.223145
	Iteration 20F: 3 clusters Score -2302526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2302521.000000 Penalty: 4778.223145
	Iteration 21Q: 3 clusters Score -2302521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2302524.000000 Penalty: 4778.223145
	Iteration 22Q: 3 clusters Score -2302524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2302523.250000 Penalty: 4778.223145
	Iteration 23Q: 3 clusters Score -2302523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2302526.000000 Penalty: 4778.223145
	Iteration 24Q: 3 clusters Score -2302526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2302529.000000 Penalty: 4778.223145
	Iteration 25Q: 3 clusters Score -2302529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2302529.000000 Penalty: 4778.223145
	Iteration 26F: 3 clusters Score -2302529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Entering Unmasked Estep 
Score: -5295833.000000 Penalty: 2596.234619
	Iteration 0F: 2 clusters Score -5295833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -5271823.000000 Penalty: 5192.469238
	Iteration 0F: 3 clusters Score -5271823 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5280560.500000 Penalty: 5192.469238
	Iteration 1F: 3 clusters Score -5280560 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5281261.000000 Penalty: 5192.469238
	Iteration 2Q: 3 clusters Score -5281261 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5282062.000000 Penalty: 5192.469238
	Iteration 3Q: 3 clusters Score -5282062 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5282951.500000 Penalty: 5192.469238
	Iteration 4Q: 3 clusters Score -5282952 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5283875.000000 Penalty: 5192.469238
	Iteration 5Q: 3 clusters Score -5283875 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5284901.000000 Penalty: 5192.469238
	Iteration 6Q: 3 clusters Score -5284901 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5285993.000000 Penalty: 5192.469238
	Iteration 7Q: 3 clusters Score -5285993 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5287187.000000 Penalty: 5192.469238
	Iteration 8Q: 3 clusters Score -5287187 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -5288458.000000 Penalty: 5192.469238
	Iteration 9Q: 3 clusters Score -5288458 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5289704.500000 Penalty: 5192.469238
	Iteration 10Q: 3 clusters Score -5289704 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5290872.500000 Penalty: 5192.469238
	Iteration 11Q: 3 clusters Score -5290872 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5291763.000000 Penalty: 5192.469238
	Iteration 12Q: 3 clusters Score -5291763 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5292360.000000 Penalty: 5192.469238
	Iteration 13Q: 3 clusters Score -5292360 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5292759.500000 Penalty: 5192.469238
	Iteration 14Q: 3 clusters Score -5292760 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5293000.000000 Penalty: 5192.469238
	Iteration 15Q: 3 clusters Score -5293000 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5293173.000000 Penalty: 5192.469238
	Iteration 16Q: 3 clusters Score -5293173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5293294.000000 Penalty: 5192.469238
	Iteration 17Q: 3 clusters Score -5293294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5293380.000000 Penalty: 5192.469238
	Iteration 18Q: 3 clusters Score -5293380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5293459.000000 Penalty: 5192.469238
	Iteration 19Q: 3 clusters Score -5293459 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5293530.500000 Penalty: 5192.469238
	Iteration 20F: 3 clusters Score -5293530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5293581.500000 Penalty: 5192.469238
	Iteration 21Q: 3 clusters Score -5293582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5293602.500000 Penalty: 5192.469238
	Iteration 22Q: 3 clusters Score -5293602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5293617.500000 Penalty: 5192.469238
	Iteration 23Q: 3 clusters Score -5293618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5293629.500000 Penalty: 5192.469238
	Iteration 24Q: 3 clusters Score -5293630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5293643.000000 Penalty: 5192.469238
	Iteration 25Q: 3 clusters Score -5293643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5293643.500000 Penalty: 5192.469238
	Iteration 26Q: 3 clusters Score -5293644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5293649.000000 Penalty: 5192.469238
	Iteration 27Q: 3 clusters Score -5293649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5293657.500000 Penalty: 5192.469238
	Iteration 28Q: 3 clusters Score -5293658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5293658.000000 Penalty: 5192.469238
	Iteration 29Q: 3 clusters Score -5293658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5293655.000000 Penalty: 5192.469238
	Iteration 30Q: 3 clusters Score -5293655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5293654.000000 Penalty: 5192.469238
	Iteration 31Q: 3 clusters Score -5293654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5293653.500000 Penalty: 5192.469238
	Iteration 32Q: 3 clusters Score -5293654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5293662.000000 Penalty: 5192.469238
	Iteration 33Q: 3 clusters Score -5293662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5293671.000000 Penalty: 5192.469238
	Iteration 34Q: 3 clusters Score -5293671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5293667.000000 Penalty: 5192.469238
	Iteration 35Q: 3 clusters Score -5293667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5293671.000000 Penalty: 5192.469238
	Iteration 36Q: 3 clusters Score -5293671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5293671.000000 Penalty: 5192.469238
	Iteration 37F: 3 clusters Score -5293671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Entering Unmasked Estep 
Score: -6456251.500000 Penalty: 2640.159668
	Iteration 0F: 2 clusters Score -6456252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -6427987.000000 Penalty: 5280.319336
	Iteration 0F: 3 clusters Score -6427987 nChanged 19183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -6438402.000000 Penalty: 5280.319336
	Iteration 1F: 3 clusters Score -6438402 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -6438937.500000 Penalty: 5280.319336
	Iteration 2Q: 3 clusters Score -6438938 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6439701.000000 Penalty: 5280.319336
	Iteration 3Q: 3 clusters Score -6439701 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -6440921.000000 Penalty: 5280.319336
	Iteration 4F: 3 clusters Score -6440921 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -6442814.000000 Penalty: 5280.319336
	Iteration 5F: 3 clusters Score -6442814 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -6445054.000000 Penalty: 5280.319336
	Iteration 6F: 3 clusters Score -6445054 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -6447142.000000 Penalty: 5280.319336
	Iteration 7F: 3 clusters Score -6447142 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -6448629.000000 Penalty: 5280.319336
	Iteration 8F: 3 clusters Score -6448629 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -6449597.000000 Penalty: 5280.319336
	Iteration 9Q: 3 clusters Score -6449597 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -6450307.000000 Penalty: 5280.319336
	Iteration 10Q: 3 clusters Score -6450307 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -6450875.500000 Penalty: 5280.319336
	Iteration 11Q: 3 clusters Score -6450876 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -6451390.500000 Penalty: 5280.319336
	Iteration 12Q: 3 clusters Score -6451390 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -6452001.500000 Penalty: 5280.319336
	Iteration 13Q: 3 clusters Score -6452002 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -6452542.500000 Penalty: 5280.319336
	Iteration 14Q: 3 clusters Score -6452542 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -6453038.500000 Penalty: 5280.319336
	Iteration 15Q: 3 clusters Score -6453038 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -6453398.500000 Penalty: 5280.319336
	Iteration 16Q: 3 clusters Score -6453398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -6453649.000000 Penalty: 5280.319336
	Iteration 17Q: 3 clusters Score -6453649 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -6453829.500000 Penalty: 5280.319336
	Iteration 18Q: 3 clusters Score -6453830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -6453932.500000 Penalty: 5280.319336
	Iteration 19Q: 3 clusters Score -6453932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -6454009.000000 Penalty: 5280.319336
	Iteration 20F: 3 clusters Score -6454009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -6454070.000000 Penalty: 5280.319336
	Iteration 21Q: 3 clusters Score -6454070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -6454100.500000 Penalty: 5280.319336
	Iteration 22Q: 3 clusters Score -6454100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -6454105.500000 Penalty: 5280.319336
	Iteration 23Q: 3 clusters Score -6454106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -6454124.000000 Penalty: 5280.319336
	Iteration 24Q: 3 clusters Score -6454124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6454140.000000 Penalty: 5280.319336
	Iteration 25Q: 3 clusters Score -6454140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6454139.500000 Penalty: 5280.319336
	Iteration 26Q: 3 clusters Score -6454140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6454147.000000 Penalty: 5280.319336
	Iteration 27Q: 3 clusters Score -6454147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -6454159.500000 Penalty: 5280.319336
	Iteration 28Q: 3 clusters Score -6454160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -6454166.500000 Penalty: 5280.319336
	Iteration 29Q: 3 clusters Score -6454166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -6454171.000000 Penalty: 5280.319336
	Iteration 30Q: 3 clusters Score -6454171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6454185.500000 Penalty: 5280.319336
	Iteration 31Q: 3 clusters Score -6454186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -6454182.500000 Penalty: 5280.319336
	Iteration 32Q: 3 clusters Score -6454182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6454189.000000 Penalty: 5280.319336
	Iteration 33Q: 3 clusters Score -6454189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -6454184.500000 Penalty: 5280.319336
	Iteration 34Q: 3 clusters Score -6454184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -6454182.500000 Penalty: 5280.319336
	Iteration 35Q: 3 clusters Score -6454182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6454182.000000 Penalty: 5280.319336
	Iteration 36Q: 3 clusters Score -6454182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -6454185.000000 Penalty: 5280.319336
	Iteration 37Q: 3 clusters Score -6454185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6454191.500000 Penalty: 5280.319336
	Iteration 38Q: 3 clusters Score -6454192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6454193.500000 Penalty: 5280.319336
	Iteration 39Q: 3 clusters Score -6454194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -6454195.000000 Penalty: 5280.319336
	Iteration 40F: 3 clusters Score -6454195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -6454194.500000 Penalty: 5280.319336
	Iteration 41Q: 3 clusters Score -6454194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -6454194.500000 Penalty: 5280.319336
	Iteration 42F: 3 clusters Score -6454194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Entering Unmasked Estep 
Score: -2372373.250000 Penalty: 2394.239746
	Iteration 0F: 2 clusters Score -2372373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2361204.750000 Penalty: 4788.479492
	Iteration 0F: 3 clusters Score -2361205 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2364929.250000 Penalty: 4788.479492
	Iteration 1F: 3 clusters Score -2364929 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2365601.500000 Penalty: 4788.479492
	Iteration 2F: 3 clusters Score -2365602 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2366467.750000 Penalty: 4788.479492
	Iteration 3F: 3 clusters Score -2366468 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2367619.750000 Penalty: 4788.479492
	Iteration 4F: 3 clusters Score -2367620 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2368648.500000 Penalty: 4788.479492
	Iteration 5F: 3 clusters Score -2368648 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2369340.000000 Penalty: 4788.479492
	Iteration 6F: 3 clusters Score -2369340 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2369697.250000 Penalty: 4788.479492
	Iteration 7Q: 3 clusters Score -2369697 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2369945.250000 Penalty: 4788.479492
	Iteration 8Q: 3 clusters Score -2369945 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2370097.750000 Penalty: 4788.479492
	Iteration 9Q: 3 clusters Score -2370098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2370193.750000 Penalty: 4788.479492
	Iteration 10Q: 3 clusters Score -2370194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2370287.000000 Penalty: 4788.479492
	Iteration 11Q: 3 clusters Score -2370287 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2370360.500000 Penalty: 4788.479492
	Iteration 12Q: 3 clusters Score -2370360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2370438.750000 Penalty: 4788.479492
	Iteration 13Q: 3 clusters Score -2370439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2370495.500000 Penalty: 4788.479492
	Iteration 14Q: 3 clusters Score -2370496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2370535.000000 Penalty: 4788.479492
	Iteration 15Q: 3 clusters Score -2370535 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2370571.750000 Penalty: 4788.479492
	Iteration 16Q: 3 clusters Score -2370572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2370601.500000 Penalty: 4788.479492
	Iteration 17Q: 3 clusters Score -2370602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2370638.000000 Penalty: 4788.479492
	Iteration 18Q: 3 clusters Score -2370638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2370668.000000 Penalty: 4788.479492
	Iteration 19Q: 3 clusters Score -2370668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2370683.750000 Penalty: 4788.479492
	Iteration 20F: 3 clusters Score -2370684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2370688.750000 Penalty: 4788.479492
	Iteration 21Q: 3 clusters Score -2370689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2370701.250000 Penalty: 4788.479492
	Iteration 22Q: 3 clusters Score -2370701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2370711.250000 Penalty: 4788.479492
	Iteration 23Q: 3 clusters Score -2370711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2370716.500000 Penalty: 4788.479492
	Iteration 24Q: 3 clusters Score -2370716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2370725.500000 Penalty: 4788.479492
	Iteration 25Q: 3 clusters Score -2370726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2370729.500000 Penalty: 4788.479492
	Iteration 26Q: 3 clusters Score -2370730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2370736.000000 Penalty: 4788.479492
	Iteration 27Q: 3 clusters Score -2370736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2370731.750000 Penalty: 4788.479492
	Iteration 28Q: 3 clusters Score -2370732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2370733.750000 Penalty: 4788.479492
	Iteration 29Q: 3 clusters Score -2370734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2370735.750000 Penalty: 4788.479492
	Iteration 30Q: 3 clusters Score -2370736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2370736.000000 Penalty: 4788.479492
	Iteration 31Q: 3 clusters Score -2370736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2370732.000000 Penalty: 4788.479492
	Iteration 32Q: 3 clusters Score -2370732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2370734.750000 Penalty: 4788.479492
	Iteration 33Q: 3 clusters Score -2370735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2370736.500000 Penalty: 4788.479492
	Iteration 34Q: 3 clusters Score -2370736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2370734.750000 Penalty: 4788.479492
	Iteration 35Q: 3 clusters Score -2370735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2370737.500000 Penalty: 4788.479492
	Iteration 36Q: 3 clusters Score -2370738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2370736.250000 Penalty: 4788.479492
	Iteration 37Q: 3 clusters Score -2370736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2370737.250000 Penalty: 4788.479492
	Iteration 38Q: 3 clusters Score -2370737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2370737.250000 Penalty: 4788.479492
	Iteration 39F: 3 clusters Score -2370737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Entering Unmasked Estep 
Score: -17334156.000000 Penalty: 2884.618408
	Iteration 0F: 2 clusters Score -1.733416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -17262462.000000 Penalty: 5769.236816
	Iteration 0F: 3 clusters Score -1.726246e+07 nChanged 53464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -17292438.000000 Penalty: 5769.236816
	Iteration 1F: 3 clusters Score -1.729244e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -17293104.000000 Penalty: 5769.236816
	Iteration 2Q: 3 clusters Score -1.72931e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -17293884.000000 Penalty: 5769.236816
	Iteration 3Q: 3 clusters Score -1.729388e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -17294940.000000 Penalty: 5769.236816
	Iteration 4Q: 3 clusters Score -1.729494e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -17296056.000000 Penalty: 5769.236816
	Iteration 5Q: 3 clusters Score -1.729606e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -17297614.000000 Penalty: 5769.236816
	Iteration 6Q: 3 clusters Score -1.729761e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -17299780.000000 Penalty: 5769.236816
	Iteration 7Q: 3 clusters Score -1.729978e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -17303064.000000 Penalty: 5769.236816
	Iteration 8F: 3 clusters Score -1.730306e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -17307552.000000 Penalty: 5769.236816
	Iteration 9F: 3 clusters Score -1.730755e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -17312826.000000 Penalty: 5769.236816
	Iteration 10F: 3 clusters Score -1.731283e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -17317150.000000 Penalty: 5769.236816
	Iteration 11F: 3 clusters Score -1.731715e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -17319392.000000 Penalty: 5769.236816
	Iteration 12Q: 3 clusters Score -1.731939e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -17320286.000000 Penalty: 5769.236816
	Iteration 13Q: 3 clusters Score -1.732029e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -17320708.000000 Penalty: 5769.236816
	Iteration 14Q: 3 clusters Score -1.732071e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -17321258.000000 Penalty: 5769.236816
	Iteration 15Q: 3 clusters Score -1.732126e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -17321652.000000 Penalty: 5769.236816
	Iteration 16Q: 3 clusters Score -1.732165e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -17322092.000000 Penalty: 5769.236816
	Iteration 17Q: 3 clusters Score -1.732209e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -17322590.000000 Penalty: 5769.236816
	Iteration 18Q: 3 clusters Score -1.732259e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -17323096.000000 Penalty: 5769.236816
	Iteration 19Q: 3 clusters Score -1.73231e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -17323668.000000 Penalty: 5769.236816
	Iteration 20F: 3 clusters Score -1.732367e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -17324240.000000 Penalty: 5769.236816
	Iteration 21Q: 3 clusters Score -1.732424e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -17325008.000000 Penalty: 5769.236816
	Iteration 22Q: 3 clusters Score -1.732501e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -17325648.000000 Penalty: 5769.236816
	Iteration 23Q: 3 clusters Score -1.732565e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -17326382.000000 Penalty: 5769.236816
	Iteration 24Q: 3 clusters Score -1.732638e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -17327212.000000 Penalty: 5769.236816
	Iteration 25Q: 3 clusters Score -1.732721e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -17327934.000000 Penalty: 5769.236816
	Iteration 26Q: 3 clusters Score -1.732793e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 90967 members 
Entering Unmasked Estep 
Score: -17328620.000000 Penalty: 5769.236816
	Iteration 27Q: 3 clusters Score -1.732862e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -17329376.000000 Penalty: 5769.236816
	Iteration 28Q: 3 clusters Score -1.732938e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -17330086.000000 Penalty: 5769.236816
	Iteration 29Q: 3 clusters Score -1.733009e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -17330742.000000 Penalty: 5769.236816
	Iteration 30Q: 3 clusters Score -1.733074e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -17331316.000000 Penalty: 5769.236816
	Iteration 31Q: 3 clusters Score -1.733132e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -17331782.000000 Penalty: 5769.236816
	Iteration 32Q: 3 clusters Score -1.733178e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -17332050.000000 Penalty: 5769.236816
	Iteration 33Q: 3 clusters Score -1.733205e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -17332312.000000 Penalty: 5769.236816
	Iteration 34Q: 3 clusters Score -1.733231e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -17332474.000000 Penalty: 5769.236816
	Iteration 35Q: 3 clusters Score -1.733247e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 104151 members 
Entering Unmasked Estep 
Score: -17332394.000000 Penalty: 5769.236816
	Iteration 36Q: 3 clusters Score -1.733239e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 105439 members 
Entering Unmasked Estep 
Score: -17332424.000000 Penalty: 5769.236816
	Iteration 37Q: 3 clusters Score -1.733242e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -17332336.000000 Penalty: 5769.236816
	Iteration 38Q: 3 clusters Score -1.733234e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -17332202.000000 Penalty: 5769.236816
	Iteration 39Q: 3 clusters Score -1.73322e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -17332234.000000 Penalty: 5769.236816
	Iteration 40F: 3 clusters Score -1.733223e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 109168 members 
Entering Unmasked Estep 
Score: -17332346.000000 Penalty: 5769.236816
	Iteration 41Q: 3 clusters Score -1.733235e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -17332268.000000 Penalty: 5769.236816
	Iteration 42Q: 3 clusters Score -1.733227e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -17332204.000000 Penalty: 5769.236816
	Iteration 43Q: 3 clusters Score -1.73322e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -17332212.000000 Penalty: 5769.236816
	Iteration 44Q: 3 clusters Score -1.733221e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -17332234.000000 Penalty: 5769.236816
	Iteration 45Q: 3 clusters Score -1.733223e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 111167 members 
Entering Unmasked Estep 
Score: -17332202.000000 Penalty: 5769.236816
	Iteration 46Q: 3 clusters Score -1.73322e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -17332174.000000 Penalty: 5769.236816
	Iteration 47Q: 3 clusters Score -1.733217e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 111431 members 
Entering Unmasked Estep 
Score: -17332174.000000 Penalty: 5769.236816
	Iteration 48Q: 3 clusters Score -1.733217e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -17332158.000000 Penalty: 5769.236816
	Iteration 49Q: 3 clusters Score -1.733216e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 111582 members 
Entering Unmasked Estep 
Score: -17332162.000000 Penalty: 5769.236816
	Iteration 50Q: 3 clusters Score -1.733216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 111638 members 
Entering Unmasked Estep 
Score: -17332188.000000 Penalty: 5769.236816
	Iteration 51Q: 3 clusters Score -1.733219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -17332192.000000 Penalty: 5769.236816
	Iteration 52Q: 3 clusters Score -1.733219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -17332180.000000 Penalty: 5769.236816
	Iteration 53Q: 3 clusters Score -1.733218e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -17332180.000000 Penalty: 5769.236816
	Iteration 54Q: 3 clusters Score -1.733218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 111786 members 
Entering Unmasked Estep 
Score: -17332168.000000 Penalty: 5769.236816
	Iteration 55Q: 3 clusters Score -1.733217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -17332162.000000 Penalty: 5769.236816
	Iteration 56Q: 3 clusters Score -1.733216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 111818 members 
Entering Unmasked Estep 
Score: -17332146.000000 Penalty: 5769.236816
	Iteration 57Q: 3 clusters Score -1.733215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -17332146.000000 Penalty: 5769.236816
	Iteration 58Q: 3 clusters Score -1.733215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -17332146.000000 Penalty: 5769.236816
	Iteration 59Q: 3 clusters Score -1.733215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 111841 members 
Entering Unmasked Estep 
Score: -17332142.000000 Penalty: 5769.236816
	Iteration 60F: 3 clusters Score -1.733214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -17332136.000000 Penalty: 5769.236816
	Iteration 61Q: 3 clusters Score -1.733214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 111862 members 
Entering Unmasked Estep 
Score: -17332138.000000 Penalty: 5769.236816
	Iteration 62Q: 3 clusters Score -1.733214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 111869 members 
Entering Unmasked Estep 
Score: -17332162.000000 Penalty: 5769.236816
	Iteration 63Q: 3 clusters Score -1.733216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -17332178.000000 Penalty: 5769.236816
	Iteration 64Q: 3 clusters Score -1.733218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -17332172.000000 Penalty: 5769.236816
	Iteration 65Q: 3 clusters Score -1.733217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -17332162.000000 Penalty: 5769.236816
	Iteration 66Q: 3 clusters Score -1.733216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -17332166.000000 Penalty: 5769.236816
	Iteration 67Q: 3 clusters Score -1.733217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -17332170.000000 Penalty: 5769.236816
	Iteration 68Q: 3 clusters Score -1.733217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -17332168.000000 Penalty: 5769.236816
	Iteration 69Q: 3 clusters Score -1.733217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -17332172.000000 Penalty: 5769.236816
	Iteration 70Q: 3 clusters Score -1.733217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -17332172.000000 Penalty: 5769.236816
	Iteration 71F: 3 clusters Score -1.733217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18059.185547 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18059.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18230.404297 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18398.464844 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -18398.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18423.207031 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18423.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18438.666016 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18438.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18438.666016 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -18438.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33278.574219 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33278.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32212.431641 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32212.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32567.154297 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32567.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32771.562500 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32771.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33102.945312 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -33102.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -33498.039062 Penalty: 2829.076172
	Iteration 4F: 3 clusters Score -33498.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -33670.414062 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33670.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -33763.234375 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33763.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -33791.882812 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33791.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -33797.750000 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33797.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -33807.511719 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33807.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -33819.964844 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33819.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -33829.105469 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33829.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -33850.402344 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -33898.660156 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -33898.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -33900.082031 Penalty: 2829.076172
	Iteration 14F: 3 clusters Score -33900.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -33919.515625 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33919.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -33919.515625 Penalty: 2829.076172
	Iteration 16F: 3 clusters Score -33919.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 51 members 
Entering Unmasked Estep 
Score: -104161664.000000 Penalty: 113455.515625
Splitting cluster 24 changes total score from -104163152.000000 to -104161664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -364418.093750 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -364418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -361492.531250 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -361492.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -362057.062500 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -362057.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -362225.250000 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -362225.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -362349.312500 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -362349.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -362437.187500 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -362437.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -362523.968750 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -362524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -362598.312500 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -362598.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -362647.906250 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -362647.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -362681.062500 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -362681.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -362703.531250 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -362703.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -362713.968750 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -362714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -362719.687500 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -362719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -362722.937500 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -362722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -362728.343750 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -362728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -362733.843750 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -362733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -362741.187500 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -362741.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -362747.843750 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -362747.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -362758.875000 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -362758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -362771.687500 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -362771.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -362784.625000 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -362784.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -362801.718750 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -362801.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -362812.531250 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -362812.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -362826.281250 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -362826.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -362835.000000 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -362835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -362847.562500 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -362847.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -362857.437500 Penalty: 3883.102051
	Iteration 25Q: 3 clusters Score -362857.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -362867.437500 Penalty: 3883.102051
	Iteration 26Q: 3 clusters Score -362867.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -362881.750000 Penalty: 3883.102051
	Iteration 27Q: 3 clusters Score -362881.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -362901.500000 Penalty: 3883.102051
	Iteration 28Q: 3 clusters Score -362901.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -362921.468750 Penalty: 3883.102051
	Iteration 29Q: 3 clusters Score -362921.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -362949.000000 Penalty: 3883.102051
	Iteration 30Q: 3 clusters Score -362949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362989.500000 Penalty: 3883.102051
	Iteration 31Q: 3 clusters Score -362989.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363033.031250 Penalty: 3883.102051
	Iteration 32Q: 3 clusters Score -363033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -363085.031250 Penalty: 3883.102051
	Iteration 33Q: 3 clusters Score -363085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -363139.875000 Penalty: 3883.102051
	Iteration 34Q: 3 clusters Score -363139.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -363209.250000 Penalty: 3883.102051
	Iteration 35Q: 3 clusters Score -363209.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -363290.187500 Penalty: 3883.102051
	Iteration 36Q: 3 clusters Score -363290.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363366.750000 Penalty: 3883.102051
	Iteration 37Q: 3 clusters Score -363366.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -363432.218750 Penalty: 3883.102051
	Iteration 38Q: 3 clusters Score -363432.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -363476.218750 Penalty: 3883.102051
	Iteration 39Q: 3 clusters Score -363476.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -363540.187500 Penalty: 3883.102051
	Iteration 40F: 3 clusters Score -363540.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -363630.187500 Penalty: 3883.102051
	Iteration 41Q: 3 clusters Score -363630.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -363688.593750 Penalty: 3883.102051
	Iteration 42Q: 3 clusters Score -363688.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -363728.968750 Penalty: 3883.102051
	Iteration 43Q: 3 clusters Score -363729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -363749.906250 Penalty: 3883.102051
	Iteration 44Q: 3 clusters Score -363749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -363761.968750 Penalty: 3883.102051
	Iteration 45Q: 3 clusters Score -363762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -363763.593750 Penalty: 3883.102051
	Iteration 46Q: 3 clusters Score -363763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -363766.937500 Penalty: 3883.102051
	Iteration 47Q: 3 clusters Score -363766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -363770.562500 Penalty: 3883.102051
	Iteration 48Q: 3 clusters Score -363770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -363772.312500 Penalty: 3883.102051
	Iteration 49Q: 3 clusters Score -363772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -363773.406250 Penalty: 3883.102051
	Iteration 50Q: 3 clusters Score -363773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -363773.843750 Penalty: 3883.102051
	Iteration 51Q: 3 clusters Score -363773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -363774.406250 Penalty: 3883.102051
	Iteration 52Q: 3 clusters Score -363774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -363774.406250 Penalty: 3883.102051
	Iteration 53F: 3 clusters Score -363774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -76327.632812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -76327.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74943.593750 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -74943.59 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75461.046875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -75461.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -75800.796875 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -75800.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -75956.414062 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -75956.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -75996.914062 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -75996.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -76021.554688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -76021.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -76024.437500 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -76024.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -76024.437500 Penalty: 3152.629395
	Iteration 7F: 3 clusters Score -76024.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Entering Unmasked Estep 
Score: -1321252.500000 Penalty: 2248.942139
	Iteration 0F: 2 clusters Score -1321252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1314465.625000 Penalty: 4497.884277
	Iteration 0F: 3 clusters Score -1314466 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1316255.875000 Penalty: 4497.884277
	Iteration 1F: 3 clusters Score -1316256 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1316555.625000 Penalty: 4497.884277
	Iteration 2F: 3 clusters Score -1316556 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1316766.000000 Penalty: 4497.884277
	Iteration 3Q: 3 clusters Score -1316766 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1316928.250000 Penalty: 4497.884277
	Iteration 4Q: 3 clusters Score -1316928 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1317057.000000 Penalty: 4497.884277
	Iteration 5Q: 3 clusters Score -1317057 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1317191.125000 Penalty: 4497.884277
	Iteration 6Q: 3 clusters Score -1317191 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1317330.375000 Penalty: 4497.884277
	Iteration 7Q: 3 clusters Score -1317330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1317447.000000 Penalty: 4497.884277
	Iteration 8Q: 3 clusters Score -1317447 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1317568.875000 Penalty: 4497.884277
	Iteration 9Q: 3 clusters Score -1317569 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1317693.250000 Penalty: 4497.884277
	Iteration 10Q: 3 clusters Score -1317693 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1317844.875000 Penalty: 4497.884277
	Iteration 11Q: 3 clusters Score -1317845 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1318010.625000 Penalty: 4497.884277
	Iteration 12Q: 3 clusters Score -1318011 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1318206.875000 Penalty: 4497.884277
	Iteration 13Q: 3 clusters Score -1318207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1318378.375000 Penalty: 4497.884277
	Iteration 14Q: 3 clusters Score -1318378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1318532.375000 Penalty: 4497.884277
	Iteration 15Q: 3 clusters Score -1318532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1318671.750000 Penalty: 4497.884277
	Iteration 16Q: 3 clusters Score -1318672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1318780.250000 Penalty: 4497.884277
	Iteration 17Q: 3 clusters Score -1318780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1318860.875000 Penalty: 4497.884277
	Iteration 18Q: 3 clusters Score -1318861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1318936.250000 Penalty: 4497.884277
	Iteration 19Q: 3 clusters Score -1318936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1319001.875000 Penalty: 4497.884277
	Iteration 20F: 3 clusters Score -1319002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1319046.500000 Penalty: 4497.884277
	Iteration 21Q: 3 clusters Score -1319046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1319078.375000 Penalty: 4497.884277
	Iteration 22Q: 3 clusters Score -1319078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1319107.750000 Penalty: 4497.884277
	Iteration 23Q: 3 clusters Score -1319108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1319135.750000 Penalty: 4497.884277
	Iteration 24Q: 3 clusters Score -1319136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1319154.250000 Penalty: 4497.884277
	Iteration 25Q: 3 clusters Score -1319154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1319165.000000 Penalty: 4497.884277
	Iteration 26Q: 3 clusters Score -1319165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1319171.500000 Penalty: 4497.884277
	Iteration 27Q: 3 clusters Score -1319172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1319178.875000 Penalty: 4497.884277
	Iteration 28Q: 3 clusters Score -1319179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1319191.000000 Penalty: 4497.884277
	Iteration 29Q: 3 clusters Score -1319191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1319203.875000 Penalty: 4497.884277
	Iteration 30Q: 3 clusters Score -1319204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1319210.250000 Penalty: 4497.884277
	Iteration 31Q: 3 clusters Score -1319210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1319217.000000 Penalty: 4497.884277
	Iteration 32Q: 3 clusters Score -1319217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1319222.000000 Penalty: 4497.884277
	Iteration 33Q: 3 clusters Score -1319222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1319224.375000 Penalty: 4497.884277
	Iteration 34Q: 3 clusters Score -1319224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1319228.000000 Penalty: 4497.884277
	Iteration 35Q: 3 clusters Score -1319228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1319228.750000 Penalty: 4497.884277
	Iteration 36Q: 3 clusters Score -1319229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1319230.500000 Penalty: 4497.884277
	Iteration 37Q: 3 clusters Score -1319230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1319234.875000 Penalty: 4497.884277
	Iteration 38Q: 3 clusters Score -1319235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1319234.750000 Penalty: 4497.884277
	Iteration 39Q: 3 clusters Score -1319235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1319237.250000 Penalty: 4497.884277
	Iteration 40F: 3 clusters Score -1319237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Entering Unmasked Estep 
Score: -3910828.000000 Penalty: 2519.312256
	Iteration 0F: 2 clusters Score -3910828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3892939.250000 Penalty: 5038.624512
	Iteration 0F: 3 clusters Score -3892939 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3899120.000000 Penalty: 5038.624512
	Iteration 1F: 3 clusters Score -3899120 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3899620.500000 Penalty: 5038.624512
	Iteration 2F: 3 clusters Score -3899620 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3900113.250000 Penalty: 5038.624512
	Iteration 3Q: 3 clusters Score -3900113 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3900566.500000 Penalty: 5038.624512
	Iteration 4Q: 3 clusters Score -3900566 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3901078.250000 Penalty: 5038.624512
	Iteration 5Q: 3 clusters Score -3901078 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3901665.750000 Penalty: 5038.624512
	Iteration 6Q: 3 clusters Score -3901666 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3902314.750000 Penalty: 5038.624512
	Iteration 7Q: 3 clusters Score -3902315 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3902959.000000 Penalty: 5038.624512
	Iteration 8Q: 3 clusters Score -3902959 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3903560.000000 Penalty: 5038.624512
	Iteration 9Q: 3 clusters Score -3903560 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3904125.500000 Penalty: 5038.624512
	Iteration 10Q: 3 clusters Score -3904126 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3904642.250000 Penalty: 5038.624512
	Iteration 11Q: 3 clusters Score -3904642 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3905117.000000 Penalty: 5038.624512
	Iteration 12Q: 3 clusters Score -3905117 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3905637.500000 Penalty: 5038.624512
	Iteration 13Q: 3 clusters Score -3905638 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3906129.750000 Penalty: 5038.624512
	Iteration 14Q: 3 clusters Score -3906130 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3906472.500000 Penalty: 5038.624512
	Iteration 15Q: 3 clusters Score -3906472 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3906727.250000 Penalty: 5038.624512
	Iteration 16Q: 3 clusters Score -3906727 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3906904.500000 Penalty: 5038.624512
	Iteration 17Q: 3 clusters Score -3906904 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3907029.750000 Penalty: 5038.624512
	Iteration 18Q: 3 clusters Score -3907030 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3907118.250000 Penalty: 5038.624512
	Iteration 19Q: 3 clusters Score -3907118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3907198.250000 Penalty: 5038.624512
	Iteration 20F: 3 clusters Score -3907198 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3907242.000000 Penalty: 5038.624512
	Iteration 21Q: 3 clusters Score -3907242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3907272.500000 Penalty: 5038.624512
	Iteration 22Q: 3 clusters Score -3907272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3907299.250000 Penalty: 5038.624512
	Iteration 23Q: 3 clusters Score -3907299 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3907321.250000 Penalty: 5038.624512
	Iteration 24Q: 3 clusters Score -3907321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3907352.250000 Penalty: 5038.624512
	Iteration 25Q: 3 clusters Score -3907352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3907378.500000 Penalty: 5038.624512
	Iteration 26Q: 3 clusters Score -3907378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3907390.250000 Penalty: 5038.624512
	Iteration 27Q: 3 clusters Score -3907390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3907409.250000 Penalty: 5038.624512
	Iteration 28Q: 3 clusters Score -3907409 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3907424.750000 Penalty: 5038.624512
	Iteration 29Q: 3 clusters Score -3907425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3907443.500000 Penalty: 5038.624512
	Iteration 30Q: 3 clusters Score -3907444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3907471.750000 Penalty: 5038.624512
	Iteration 31Q: 3 clusters Score -3907472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3907503.250000 Penalty: 5038.624512
	Iteration 32Q: 3 clusters Score -3907503 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3907511.750000 Penalty: 5038.624512
	Iteration 33Q: 3 clusters Score -3907512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3907521.750000 Penalty: 5038.624512
	Iteration 34Q: 3 clusters Score -3907522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3907538.000000 Penalty: 5038.624512
	Iteration 35Q: 3 clusters Score -3907538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3907558.250000 Penalty: 5038.624512
	Iteration 36Q: 3 clusters Score -3907558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3907569.000000 Penalty: 5038.624512
	Iteration 37Q: 3 clusters Score -3907569 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3907585.750000 Penalty: 5038.624512
	Iteration 38Q: 3 clusters Score -3907586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3907602.750000 Penalty: 5038.624512
	Iteration 39Q: 3 clusters Score -3907603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3907623.500000 Penalty: 5038.624512
	Iteration 40F: 3 clusters Score -3907624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3907631.000000 Penalty: 5038.624512
	Iteration 41Q: 3 clusters Score -3907631 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3907656.000000 Penalty: 5038.624512
	Iteration 42Q: 3 clusters Score -3907656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3907678.000000 Penalty: 5038.624512
	Iteration 43Q: 3 clusters Score -3907678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3907690.500000 Penalty: 5038.624512
	Iteration 44Q: 3 clusters Score -3907690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3907711.500000 Penalty: 5038.624512
	Iteration 45Q: 3 clusters Score -3907712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3907727.250000 Penalty: 5038.624512
	Iteration 46Q: 3 clusters Score -3907727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3907740.250000 Penalty: 5038.624512
	Iteration 47Q: 3 clusters Score -3907740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3907763.000000 Penalty: 5038.624512
	Iteration 48Q: 3 clusters Score -3907763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3907767.500000 Penalty: 5038.624512
	Iteration 49Q: 3 clusters Score -3907768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3907785.250000 Penalty: 5038.624512
	Iteration 50Q: 3 clusters Score -3907785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3907803.000000 Penalty: 5038.624512
	Iteration 51Q: 3 clusters Score -3907803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3907817.000000 Penalty: 5038.624512
	Iteration 52Q: 3 clusters Score -3907817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3907811.750000 Penalty: 5038.624512
	Iteration 53Q: 3 clusters Score -3907812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3907819.500000 Penalty: 5038.624512
	Iteration 54Q: 3 clusters Score -3907820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3907836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3907835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3907839.250000 Penalty: 5038.624512
	Iteration 57Q: 3 clusters Score -3907839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3907845.000000 Penalty: 5038.624512
	Iteration 58Q: 3 clusters Score -3907845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3907856.250000 Penalty: 5038.624512
	Iteration 59Q: 3 clusters Score -3907856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3907854.250000 Penalty: 5038.624512
	Iteration 60F: 3 clusters Score -3907854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3907857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3907855.750000 Penalty: 5038.624512
	Iteration 62Q: 3 clusters Score -3907856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3907847.500000 Penalty: 5038.624512
	Iteration 63Q: 3 clusters Score -3907848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3907857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3907863.250000 Penalty: 5038.624512
	Iteration 65Q: 3 clusters Score -3907863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3907864.250000 Penalty: 5038.624512
	Iteration 66Q: 3 clusters Score -3907864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3907863.750000 Penalty: 5038.624512
	Iteration 67Q: 3 clusters Score -3907864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3907867.000000 Penalty: 5038.624512
	Iteration 68Q: 3 clusters Score -3907867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3907864.750000 Penalty: 5038.624512
	Iteration 69Q: 3 clusters Score -3907865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3907859.500000 Penalty: 5038.624512
	Iteration 70Q: 3 clusters Score -3907860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3907868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3907873.250000 Penalty: 5038.624512
	Iteration 72Q: 3 clusters Score -3907873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3907877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3907871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3907874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3907876.750000 Penalty: 5038.624512
	Iteration 76Q: 3 clusters Score -3907877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3907875.750000 Penalty: 5038.624512
	Iteration 77Q: 3 clusters Score -3907876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3907878.250000 Penalty: 5038.624512
	Iteration 78Q: 3 clusters Score -3907878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3907890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3907892.750000 Penalty: 5038.624512
	Iteration 80F: 3 clusters Score -3907893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3907893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3907891 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3907901 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3907900 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3907904 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3907902 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3907914.250000 Penalty: 5038.624512
	Iteration 87Q: 3 clusters Score -3907914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3907911.500000 Penalty: 5038.624512
	Iteration 88Q: 3 clusters Score -3907912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3907918.500000 Penalty: 5038.624512
	Iteration 89Q: 3 clusters Score -3907918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3907919.000000 Penalty: 5038.624512
	Iteration 90Q: 3 clusters Score -3907919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3907914.000000 Penalty: 5038.624512
	Iteration 91Q: 3 clusters Score -3907914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3907909.500000 Penalty: 5038.624512
	Iteration 92Q: 3 clusters Score -3907910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3907912.250000 Penalty: 5038.624512
	Iteration 93Q: 3 clusters Score -3907912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3907915.000000 Penalty: 5038.624512
	Iteration 94Q: 3 clusters Score -3907915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3907923.500000 Penalty: 5038.624512
	Iteration 95Q: 3 clusters Score -3907924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3907919.250000 Penalty: 5038.624512
	Iteration 96Q: 3 clusters Score -3907919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3907919.500000 Penalty: 5038.624512
	Iteration 97Q: 3 clusters Score -3907920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3907920.500000 Penalty: 5038.624512
	Iteration 98Q: 3 clusters Score -3907920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3907924.000000 Penalty: 5038.624512
	Iteration 99Q: 3 clusters Score -3907924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -3907925.250000 Penalty: 5038.624512
	Iteration 100F: 3 clusters Score -3907925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3907932.500000 Penalty: 5038.624512
	Iteration 101Q: 3 clusters Score -3907932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3907936.000000 Penalty: 5038.624512
	Iteration 102Q: 3 clusters Score -3907936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3907933.500000 Penalty: 5038.624512
	Iteration 103Q: 3 clusters Score -3907934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3907942.500000 Penalty: 5038.624512
	Iteration 104Q: 3 clusters Score -3907942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3907937.000000 Penalty: 5038.624512
	Iteration 105Q: 3 clusters Score -3907937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3907938.000000 Penalty: 5038.624512
	Iteration 106Q: 3 clusters Score -3907938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3907932.000000 Penalty: 5038.624512
	Iteration 107Q: 3 clusters Score -3907932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3907936.250000 Penalty: 5038.624512
	Iteration 108Q: 3 clusters Score -3907936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3907933.500000 Penalty: 5038.624512
	Iteration 109Q: 3 clusters Score -3907934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3907936.000000 Penalty: 5038.624512
	Iteration 110Q: 3 clusters Score -3907936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3907938.750000 Penalty: 5038.624512
	Iteration 111Q: 3 clusters Score -3907939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3907938.250000 Penalty: 5038.624512
	Iteration 112Q: 3 clusters Score -3907938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3907943.500000 Penalty: 5038.624512
	Iteration 113Q: 3 clusters Score -3907944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3907952.250000 Penalty: 5038.624512
	Iteration 114Q: 3 clusters Score -3907952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3907950.750000 Penalty: 5038.624512
	Iteration 115Q: 3 clusters Score -3907951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3907951.250000 Penalty: 5038.624512
	Iteration 116Q: 3 clusters Score -3907951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3907952.500000 Penalty: 5038.624512
	Iteration 117Q: 3 clusters Score -3907952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3907956.000000 Penalty: 5038.624512
	Iteration 118Q: 3 clusters Score -3907956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3907959.000000 Penalty: 5038.624512
	Iteration 119Q: 3 clusters Score -3907959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3907951.000000 Penalty: 5038.624512
	Iteration 120F: 3 clusters Score -3907951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3907959.000000 Penalty: 5038.624512
	Iteration 121Q: 3 clusters Score -3907959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3907957.000000 Penalty: 5038.624512
	Iteration 122Q: 3 clusters Score -3907957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3907958.750000 Penalty: 5038.624512
	Iteration 123Q: 3 clusters Score -3907959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3907962.000000 Penalty: 5038.624512
	Iteration 124Q: 3 clusters Score -3907962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3907963.000000 Penalty: 5038.624512
	Iteration 125Q: 3 clusters Score -3907963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3907961.500000 Penalty: 5038.624512
	Iteration 126Q: 3 clusters Score -3907962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3907958.000000 Penalty: 5038.624512
	Iteration 127Q: 3 clusters Score -3907958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3907958.250000 Penalty: 5038.624512
	Iteration 128Q: 3 clusters Score -3907958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3907958.000000 Penalty: 5038.624512
	Iteration 129Q: 3 clusters Score -3907958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3907954.750000 Penalty: 5038.624512
	Iteration 130Q: 3 clusters Score -3907955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3907953.000000 Penalty: 5038.624512
	Iteration 131Q: 3 clusters Score -3907953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3907957.750000 Penalty: 5038.624512
	Iteration 132Q: 3 clusters Score -3907958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3907958.250000 Penalty: 5038.624512
	Iteration 133Q: 3 clusters Score -3907958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3907958.000000 Penalty: 5038.624512
	Iteration 134Q: 3 clusters Score -3907958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3907960.750000 Penalty: 5038.624512
	Iteration 135Q: 3 clusters Score -3907961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3907958.750000 Penalty: 5038.624512
	Iteration 136Q: 3 clusters Score -3907959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3907958 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3907957.750000 Penalty: 5038.624512
	Iteration 138F: 3 clusters Score -3907958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114206 members 
Entering Unmasked Estep 
Score: -17605082.000000 Penalty: 2888.148438
	Iteration 0F: 2 clusters Score -1.760508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -17533586.000000 Penalty: 5776.296875
	Iteration 0F: 3 clusters Score -1.753359e+07 nChanged 54192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -17564650.000000 Penalty: 5776.296875
	Iteration 1F: 3 clusters Score -1.756465e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -17565656.000000 Penalty: 5776.296875
	Iteration 2Q: 3 clusters Score -1.756566e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -17566870.000000 Penalty: 5776.296875
	Iteration 3Q: 3 clusters Score -1.756687e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -17568544.000000 Penalty: 5776.296875
	Iteration 4Q: 3 clusters Score -1.756854e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -17570492.000000 Penalty: 5776.296875
	Iteration 5Q: 3 clusters Score -1.757049e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -17572758.000000 Penalty: 5776.296875
	Iteration 6Q: 3 clusters Score -1.757276e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -17575824.000000 Penalty: 5776.296875
	Iteration 7Q: 3 clusters Score -1.757582e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -17579406.000000 Penalty: 5776.296875
	Iteration 8F: 3 clusters Score -1.757941e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -17583828.000000 Penalty: 5776.296875
	Iteration 9F: 3 clusters Score -1.758383e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -17588428.000000 Penalty: 5776.296875
	Iteration 10F: 3 clusters Score -1.758843e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -17592678.000000 Penalty: 5776.296875
	Iteration 11F: 3 clusters Score -1.759268e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -17596294.000000 Penalty: 5776.296875
	Iteration 12Q: 3 clusters Score -1.759629e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 103211 members 
Entering Unmasked Estep 
Score: -17598710.000000 Penalty: 5776.296875
	Iteration 13Q: 3 clusters Score -1.759871e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -17600254.000000 Penalty: 5776.296875
	Iteration 14Q: 3 clusters Score -1.760025e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -17601058.000000 Penalty: 5776.296875
	Iteration 15Q: 3 clusters Score -1.760106e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -17601754.000000 Penalty: 5776.296875
	Iteration 16Q: 3 clusters Score -1.760175e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -17602024.000000 Penalty: 5776.296875
	Iteration 17Q: 3 clusters Score -1.760202e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -17602254.000000 Penalty: 5776.296875
	Iteration 18Q: 3 clusters Score -1.760225e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -17602466.000000 Penalty: 5776.296875
	Iteration 19Q: 3 clusters Score -1.760247e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -17602614.000000 Penalty: 5776.296875
	Iteration 20F: 3 clusters Score -1.760261e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 112494 members 
Entering Unmasked Estep 
Score: -17602698.000000 Penalty: 5776.296875
	Iteration 21Q: 3 clusters Score -1.76027e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 112653 members 
Entering Unmasked Estep 
Score: -17602738.000000 Penalty: 5776.296875
	Iteration 22Q: 3 clusters Score -1.760274e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 112767 members 
Entering Unmasked Estep 
Score: -17602810.000000 Penalty: 5776.296875
	Iteration 23Q: 3 clusters Score -1.760281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -17602838.000000 Penalty: 5776.296875
	Iteration 24Q: 3 clusters Score -1.760284e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -17602868.000000 Penalty: 5776.296875
	Iteration 25Q: 3 clusters Score -1.760287e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -17602874.000000 Penalty: 5776.296875
	Iteration 26Q: 3 clusters Score -1.760287e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -17602918.000000 Penalty: 5776.296875
	Iteration 27Q: 3 clusters Score -1.760292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -17602940.000000 Penalty: 5776.296875
	Iteration 28Q: 3 clusters Score -1.760294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -17602916.000000 Penalty: 5776.296875
	Iteration 29Q: 3 clusters Score -1.760292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -17602926.000000 Penalty: 5776.296875
	Iteration 30Q: 3 clusters Score -1.760293e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
Score: -17602938.000000 Penalty: 5776.296875
	Iteration 31Q: 3 clusters Score -1.760294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -17602946.000000 Penalty: 5776.296875
	Iteration 32Q: 3 clusters Score -1.760295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -17602958.000000 Penalty: 5776.296875
	Iteration 33Q: 3 clusters Score -1.760296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -17602944.000000 Penalty: 5776.296875
	Iteration 34Q: 3 clusters Score -1.760294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -17602936.000000 Penalty: 5776.296875
	Iteration 35Q: 3 clusters Score -1.760294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 113134 members 
Entering Unmasked Estep 
Score: -17602954.000000 Penalty: 5776.296875
	Iteration 36Q: 3 clusters Score -1.760295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -17602958.000000 Penalty: 5776.296875
	Iteration 37Q: 3 clusters Score -1.760296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -17602946.000000 Penalty: 5776.296875
	Iteration 38Q: 3 clusters Score -1.760295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -17602958.000000 Penalty: 5776.296875
	Iteration 39Q: 3 clusters Score -1.760296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -17602952.000000 Penalty: 5776.296875
	Iteration 40F: 3 clusters Score -1.760295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 113174 members 
Entering Unmasked Estep 
Score: -17602952.000000 Penalty: 5776.296875
	Iteration 41Q: 3 clusters Score -1.760295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -17602964.000000 Penalty: 5776.296875
	Iteration 42Q: 3 clusters Score -1.760296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -17602966.000000 Penalty: 5776.296875
	Iteration 43Q: 3 clusters Score -1.760297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -17602956.000000 Penalty: 5776.296875
	Iteration 44Q: 3 clusters Score -1.760296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -17602964.000000 Penalty: 5776.296875
	Iteration 45Q: 3 clusters Score -1.760296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -17602970.000000 Penalty: 5776.296875
	Iteration 46Q: 3 clusters Score -1.760297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -17602962.000000 Penalty: 5776.296875
	Iteration 47Q: 3 clusters Score -1.760296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 113192 members 
Entering Unmasked Estep 
Score: -17602970.000000 Penalty: 5776.296875
	Iteration 48Q: 3 clusters Score -1.760297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -17602966.000000 Penalty: 5776.296875
	Iteration 49Q: 3 clusters Score -1.760297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -17602966.000000 Penalty: 5776.296875
	Iteration 50Q: 3 clusters Score -1.760297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -17602962.000000 Penalty: 5776.296875
	Iteration 51Q: 3 clusters Score -1.760296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -17602958.000000 Penalty: 5776.296875
	Iteration 52Q: 3 clusters Score -1.760296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -17602962.000000 Penalty: 5776.296875
	Iteration 53Q: 3 clusters Score -1.760296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -17602962.000000 Penalty: 5776.296875
	Iteration 54Q: 3 clusters Score -1.760296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -17602964.000000 Penalty: 5776.296875
	Iteration 55Q: 3 clusters Score -1.760296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -17602962.000000 Penalty: 5776.296875
	Iteration 56Q: 3 clusters Score -1.760296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -17602960.000000 Penalty: 5776.296875
	Iteration 57Q: 3 clusters Score -1.760296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -17602970.000000 Penalty: 5776.296875
	Iteration 58Q: 3 clusters Score -1.760297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -17602974.000000 Penalty: 5776.296875
	Iteration 59Q: 3 clusters Score -1.760297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -17602966.000000 Penalty: 5776.296875
	Iteration 60F: 3 clusters Score -1.760297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -17602976.000000 Penalty: 5776.296875
	Iteration 61Q: 3 clusters Score -1.760298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
Score: -17602960.000000 Penalty: 5776.296875
	Iteration 62Q: 3 clusters Score -1.760296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -17602974.000000 Penalty: 5776.296875
	Iteration 63Q: 3 clusters Score -1.760297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -17602984.000000 Penalty: 5776.296875
	Iteration 64Q: 3 clusters Score -1.760298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -17602972.000000 Penalty: 5776.296875
	Iteration 65Q: 3 clusters Score -1.760297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -17602972.000000 Penalty: 5776.296875
	Iteration 66F: 3 clusters Score -1.760297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 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 426 members 
Entering Unmasked Estep 
Score: -111210.335938 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111210.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111749.976562 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112320.968750 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -112321 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112712.140625 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -112712.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112945.890625 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -112945.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113056.843750 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -113056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113094.390625 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -113094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113122.617188 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -113122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113151.375000 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -113151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -113173.054688 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -113173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113198.929688 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -113198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113226.726562 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -113226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113250.492188 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -113250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113250.492188 Penalty: 3338.584961
	Iteration 13F: 3 clusters Score -113250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 289 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 865 members 
Mstep: Class 34 contains 549 members 
Entering Unmasked Estep 
Score: -104161472.000000 Penalty: 113455.515625
Splitting cluster 30 changes total score from -104163152.000000 to -104161472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -1257122.875000 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -1257123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1250521.375000 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -1250521 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1252319.375000 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -1252319 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1252590.000000 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -1252590 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1252783.500000 Penalty: 4476.447266
	Iteration 3Q: 3 clusters Score -1252784 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1252912.250000 Penalty: 4476.447266
	Iteration 4Q: 3 clusters Score -1252912 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1253008.000000 Penalty: 4476.447266
	Iteration 5Q: 3 clusters Score -1253008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1253105.500000 Penalty: 4476.447266
	Iteration 6Q: 3 clusters Score -1253106 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1253200.500000 Penalty: 4476.447266
	Iteration 7Q: 3 clusters Score -1253200 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1253294.000000 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -1253294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1253390.250000 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -1253390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1253487.250000 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -1253487 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1253587.000000 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -1253587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1253709.375000 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -1253709 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1253853.000000 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -1253853 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1254011.625000 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -1254012 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1254212.250000 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -1254212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1254427.500000 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -1254428 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1254614.250000 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -1254614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1254771.000000 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -1254771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1254900.125000 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -1254900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1254980.625000 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -1254981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1255045.000000 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -1255045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1255096.500000 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -1255096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1255133.625000 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -1255134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1255161.500000 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -1255162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1255184.125000 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -1255184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1255204.000000 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -1255204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1255221.750000 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -1255222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1255233.250000 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -1255233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1255239.125000 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -1255239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1255244.125000 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -1255244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1255247.750000 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -1255248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1255250.375000 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -1255250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1255253.375000 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -1255253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1255253.625000 Penalty: 4476.447266
	Iteration 34Q: 3 clusters Score -1255254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1255255.000000 Penalty: 4476.447266
	Iteration 35Q: 3 clusters Score -1255255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1255258.625000 Penalty: 4476.447266
	Iteration 36Q: 3 clusters Score -1255259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1255268.875000 Penalty: 4476.447266
	Iteration 37Q: 3 clusters Score -1255269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1255271.500000 Penalty: 4476.447266
	Iteration 38Q: 3 clusters Score -1255272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1255271.500000 Penalty: 4476.447266
	Iteration 39Q: 3 clusters Score -1255272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1255276.000000 Penalty: 4476.447266
	Iteration 40F: 3 clusters Score -1255276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1255277.500000 Penalty: 4476.447266
	Iteration 41Q: 3 clusters Score -1255278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1255278.750000 Penalty: 4476.447266
	Iteration 42Q: 3 clusters Score -1255279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1255282.000000 Penalty: 4476.447266
	Iteration 43Q: 3 clusters Score -1255282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1255281.500000 Penalty: 4476.447266
	Iteration 44Q: 3 clusters Score -1255282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1255281.250000 Penalty: 4476.447266
	Iteration 45Q: 3 clusters Score -1255281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1255283.375000 Penalty: 4476.447266
	Iteration 46Q: 3 clusters Score -1255283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1255285.000000 Penalty: 4476.447266
	Iteration 47Q: 3 clusters Score -1255285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1255285.000000 Penalty: 4476.447266
	Iteration 48F: 3 clusters Score -1255285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -92094.859375 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -92094.86 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 405 members 
Entering Unmasked Estep 
Score: -90400.593750 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -90400.59 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90855.375000 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -90855.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91169.093750 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -91169.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91427.546875 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -91427.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91627.648438 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -91627.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91775.343750 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -91775.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91841.031250 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -91841.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91866.671875 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -91866.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -91880.820312 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -91880.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91889.304688 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -91889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91891.453125 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -91891.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91891.453125 Penalty: 3313.704102
	Iteration 11F: 3 clusters Score -91891.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -111194.992188 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -111195 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 435 members 
Entering Unmasked Estep 
Score: -109455.750000 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -109455.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -110264.296875 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -110264.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112010.664062 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -112010.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112557.671875 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -112557.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112866.304688 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -112866.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -113283.609375 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -113283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -113461.906250 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -113461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -113463.250000 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -113463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -113463.250000 Penalty: 3354.313965
	Iteration 8F: 3 clusters Score -113463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 218 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
Score: -104163472.000000 Penalty: 113455.515625
Splitting cluster 33 changes total score from -104163152.000000 to -104163472.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 172258 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13915 members 
Mstep: Class 10 contains 15275 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15268 members 
Mstep: Class 19 contains 35196 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112592 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114206 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 797 members 
Mstep: Class 33 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163472.000000 Penalty: 113455.515625
Iteration 239Q: 35 clusters Score -1.041635e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 172226 members 
Mstep: Class 6 contains 37006 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 20135 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 42019 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112571 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2514 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8680 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114249 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163536.000000 Penalty: 113455.515625
Iteration 240F: 35 clusters Score -1.041635e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 172200 members 
Mstep: Class 6 contains 37008 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 15280 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42026 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112566 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2517 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114264 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163400.000000 Penalty: 113455.515625
Iteration 241Q: 35 clusters Score -1.041634e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18565 members 
Mstep: Class 5 contains 172174 members 
Mstep: Class 6 contains 37011 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6150 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5495 members 
Mstep: Class 17 contains 20137 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112565 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114285 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8309 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163384.000000 Penalty: 113455.515625
Iteration 242Q: 35 clusters Score -1.041634e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 172139 members 
Mstep: Class 6 contains 37015 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5489 members 
Mstep: Class 17 contains 20138 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112587 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2526 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8688 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114291 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8310 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163312.000000 Penalty: 113455.515625
Iteration 243Q: 35 clusters Score -1.041633e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 172107 members 
Mstep: Class 6 contains 37015 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 20135 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 35213 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112613 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8693 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114297 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8312 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163264.000000 Penalty: 113455.515625
Iteration 244Q: 35 clusters Score -1.041633e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 5 contains 172079 members 
Mstep: Class 6 contains 37016 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13905 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15586 members 
Mstep: Class 22 contains 112642 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114300 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8316 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163224.000000 Penalty: 113455.515625
Iteration 245Q: 35 clusters Score -1.041632e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 172049 members 
Mstep: Class 6 contains 37017 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 35208 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15586 members 
Mstep: Class 22 contains 112673 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2524 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114305 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8321 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163416.000000 Penalty: 113455.515625
Iteration 246Q: 35 clusters Score -1.041634e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 172032 members 
Mstep: Class 6 contains 37018 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20137 members 
Mstep: Class 18 contains 15266 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112699 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2527 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8698 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 114288 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8321 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163400.000000 Penalty: 113455.515625
Iteration 247Q: 35 clusters Score -1.041634e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 172004 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20143 members 
Mstep: Class 18 contains 15265 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 20 contains 42026 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112712 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114292 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8322 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163248.000000 Penalty: 113455.515625
Iteration 248Q: 35 clusters Score -1.041632e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 171973 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 18 contains 15264 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112732 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114301 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163280.000000 Penalty: 113455.515625
Iteration 249Q: 35 clusters Score -1.041633e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 171952 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20144 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 35208 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112746 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2524 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114314 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163256.000000 Penalty: 113455.515625
Iteration 250Q: 35 clusters Score -1.041633e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 171925 members 
Mstep: Class 6 contains 37023 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35210 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112750 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114325 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163216.000000 Penalty: 113455.515625
Iteration 251Q: 35 clusters Score -1.041632e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18564 members 
Mstep: Class 5 contains 171917 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112737 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8698 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114343 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163088.000000 Penalty: 113455.515625
Iteration 252Q: 35 clusters Score -1.041631e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 171916 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112714 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8698 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114366 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163224.000000 Penalty: 113455.515625
Iteration 253Q: 35 clusters Score -1.041632e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 4 contains 18566 members 
Mstep: Class 5 contains 171897 members 
Mstep: Class 6 contains 37024 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112699 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114395 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163440.000000 Penalty: 113455.515625
Iteration 254Q: 35 clusters Score -1.041634e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171887 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20153 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 35210 members 
Mstep: Class 20 contains 42026 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112685 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8694 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114413 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163320.000000 Penalty: 113455.515625
Iteration 255Q: 35 clusters Score -1.041633e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171863 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112675 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8694 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 114439 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163488.000000 Penalty: 113455.515625
Iteration 256Q: 35 clusters Score -1.041635e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171836 members 
Mstep: Class 6 contains 37024 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 20161 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112676 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8694 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114459 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163456.000000 Penalty: 113455.515625
Iteration 257Q: 35 clusters Score -1.041635e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171814 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20162 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35214 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112677 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8692 members 
Mstep: Class 28 contains 25819 members 
Mstep: Class 29 contains 114478 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163552.000000 Penalty: 113455.515625
Iteration 258Q: 35 clusters Score -1.041636e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171797 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20162 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112666 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8691 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 114500 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 113455.515625
Iteration 259Q: 35 clusters Score -1.041636e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 171788 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 20163 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 35216 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 112655 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8691 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114522 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163544.000000 Penalty: 113455.515625
Iteration 260F: 35 clusters Score -1.041635e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171769 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 20163 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 35218 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15586 members 
Mstep: Class 22 contains 112653 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8693 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 114531 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163448.000000 Penalty: 113455.515625
Iteration 261Q: 35 clusters Score -1.041634e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 171761 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35216 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112648 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114546 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163408.000000 Penalty: 113455.515625
Iteration 262Q: 35 clusters Score -1.041634e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 5 contains 171762 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35216 members 
Mstep: Class 20 contains 42026 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112614 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114578 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163520.000000 Penalty: 113455.515625
Iteration 263Q: 35 clusters Score -1.041635e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171753 members 
Mstep: Class 6 contains 37031 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20167 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35219 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112607 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 114585 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163528.000000 Penalty: 113455.515625
Iteration 264Q: 35 clusters Score -1.041635e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 5 contains 171749 members 
Mstep: Class 6 contains 37035 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35219 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112587 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 114602 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163480.000000 Penalty: 113455.515625
Iteration 265Q: 35 clusters Score -1.041635e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18568 members 
Mstep: Class 5 contains 171739 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 17 contains 20166 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35214 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112581 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25820 members 
Mstep: Class 29 contains 114625 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163544.000000 Penalty: 113455.515625
Iteration 266Q: 35 clusters Score -1.041635e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 171753 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112548 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 114646 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163576.000000 Penalty: 113455.515625
Iteration 267Q: 35 clusters Score -1.041636e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 171752 members 
Mstep: Class 6 contains 37044 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 20164 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35214 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112541 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25820 members 
Mstep: Class 29 contains 114644 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163456.000000 Penalty: 113455.515625
Iteration 268Q: 35 clusters Score -1.041635e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171767 members 
Mstep: Class 6 contains 37049 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20165 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112507 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8697 members 
Mstep: Class 28 contains 25820 members 
Mstep: Class 29 contains 114650 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163552.000000 Penalty: 113455.515625
Iteration 269Q: 35 clusters Score -1.041636e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171758 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20168 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112516 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114651 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163592.000000 Penalty: 113455.515625
Iteration 270Q: 35 clusters Score -1.041636e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171746 members 
Mstep: Class 6 contains 37054 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2484 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20168 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35211 members 
Mstep: Class 20 contains 42027 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112515 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114664 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163552.000000 Penalty: 113455.515625
Iteration 271Q: 35 clusters Score -1.041636e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171737 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20168 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112521 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 114661 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163664.000000 Penalty: 113455.515625
Iteration 272Q: 35 clusters Score -1.041637e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 171731 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15293 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5472 members 
Mstep: Class 17 contains 20169 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112522 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114665 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163704.000000 Penalty: 113455.515625
Iteration 273Q: 35 clusters Score -1.041637e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171718 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112540 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 114659 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163616.000000 Penalty: 113455.515625
Iteration 274Q: 35 clusters Score -1.041636e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171685 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112558 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 114667 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163576.000000 Penalty: 113455.515625
Iteration 275Q: 35 clusters Score -1.041636e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171664 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35208 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112583 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114660 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163568.000000 Penalty: 113455.515625
Iteration 276Q: 35 clusters Score -1.041636e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171636 members 
Mstep: Class 6 contains 37052 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35210 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114671 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 113455.515625
Iteration 277Q: 35 clusters Score -1.041636e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171623 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35210 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112607 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114675 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163616.000000 Penalty: 113455.515625
Iteration 278Q: 35 clusters Score -1.041636e+08 nChanged 67
Entering ConstructFrom: 
Score: -104163616.000000 Penalty: 113455.515625
Entering ConstructFrom: 
Trying to split cluster 1 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -662402.375000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -662402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -657859.312500 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -657859.3 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -659122.125000 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -659122.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -659546.062500 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -659546.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -659994.750000 Penalty: 4234.641602
	Iteration 3F: 3 clusters Score -659994.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -660520.187500 Penalty: 4234.641602
	Iteration 4F: 3 clusters Score -660520.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -661051.375000 Penalty: 4234.641602
	Iteration 5F: 3 clusters Score -661051.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -661542.437500 Penalty: 4234.641602
	Iteration 6F: 3 clusters Score -661542.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -661960.187500 Penalty: 4234.641602
	Iteration 7F: 3 clusters Score -661960.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -662211.062500 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -662211.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -662311.812500 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -662311.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -662369.250000 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -662369.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -662403.937500 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -662403.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -662423.187500 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -662423.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -662441.562500 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -662441.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -662459.437500 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -662459.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -662474.625000 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -662474.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -662486.937500 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -662486.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -662494.437500 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -662494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -662502.375000 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -662502.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -662505.937500 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -662505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -662512.250000 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -662512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -662516.812500 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -662516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -662520.062500 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -662520.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -662521.812500 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -662521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -662524.187500 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -662524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -662529.187500 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -662529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -662528.937500 Penalty: 4234.641602
	Iteration 26Q: 3 clusters Score -662528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -662528.750000 Penalty: 4234.641602
	Iteration 27Q: 3 clusters Score -662528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -662530.750000 Penalty: 4234.641602
	Iteration 28Q: 3 clusters Score -662530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -662532.312500 Penalty: 4234.641602
	Iteration 29Q: 3 clusters Score -662532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -662531.937500 Penalty: 4234.641602
	Iteration 30Q: 3 clusters Score -662531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -662532.687500 Penalty: 4234.641602
	Iteration 31Q: 3 clusters Score -662532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -662532.687500 Penalty: 4234.641602
	Iteration 32F: 3 clusters Score -662532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 2913 members 
Entering Unmasked Estep 
Score: -104162624.000000 Penalty: 116792.445312
Splitting cluster 1 changes total score from -104163616.000000 to -104162624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -596823.750000 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -596823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -592925.625000 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -592925.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -594009.500000 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -594009.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -594446.562500 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -594446.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -594826.250000 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -594826.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -595151.187500 Penalty: 4124.156738
	Iteration 4F: 3 clusters Score -595151.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -595533.000000 Penalty: 4124.156738
	Iteration 5F: 3 clusters Score -595533 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -595999.187500 Penalty: 4124.156738
	Iteration 6F: 3 clusters Score -595999.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -596456.000000 Penalty: 4124.156738
	Iteration 7F: 3 clusters Score -596456 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -596966.562500 Penalty: 4124.156738
	Iteration 8F: 3 clusters Score -596966.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -597325.937500 Penalty: 4124.156738
	Iteration 9F: 3 clusters Score -597325.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -597476.937500 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -597476.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -597544.500000 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -597544.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -597595.750000 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -597595.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -597609.750000 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -597609.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -597615.750000 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -597615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -597618.187500 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -597618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -597621.562500 Penalty: 4124.156738
	Iteration 16Q: 3 clusters Score -597621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -597623.625000 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -597623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -597625.875000 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -597625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -597625.062500 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -597625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -597626.062500 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -597626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -597627.000000 Penalty: 4124.156738
	Iteration 21Q: 3 clusters Score -597627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -597627.000000 Penalty: 4124.156738
	Iteration 22F: 3 clusters Score -597627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 2068 members 
Entering Unmasked Estep 
Score: -104163296.000000 Penalty: 116792.445312
Splitting cluster 2 changes total score from -104163616.000000 to -104163296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -639090.500000 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -639090.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -634911.812500 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -634911.8 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -635890.125000 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -635890.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -636124.625000 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -636124.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -636265.000000 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -636265 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -636382.062500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -636382.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -636487.937500 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -636487.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -636574.687500 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -636574.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -636660.250000 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -636660.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -636756.875000 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -636756.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -636857.312500 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -636857.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -636971.500000 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -636971.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -637080.500000 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -637080.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -637211.437500 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -637211.4 nChanged 148
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: -637337.687500 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -637337.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -637447.750000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -637447.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -637549.125000 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -637549.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -637624.812500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -637624.8 nChanged 62
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: -637663.875000 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -637663.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -637690.875000 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -637690.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -637710.937500 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -637710.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -637726.125000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -637726.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -637735.000000 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -637735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -637745.500000 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -637745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -637753.750000 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -637753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -637757.687500 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -637757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -637762.937500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -637762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -637763.125000 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -637763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -637763.000000 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -637763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -637765.625000 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -637765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -637767.125000 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -637767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -637767.562500 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -637767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -637768.187500 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -637768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -637768.562500 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -637768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -637768.562500 Penalty: 4162.135742
	Iteration 33F: 3 clusters Score -637768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Entering Unmasked Estep 
Score: -2836301.750000 Penalty: 2437.707031
	Iteration 0F: 2 clusters Score -2836302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2823071.000000 Penalty: 4875.414062
	Iteration 0F: 3 clusters Score -2823071 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2827463.750000 Penalty: 4875.414062
	Iteration 1F: 3 clusters Score -2827464 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2827786.500000 Penalty: 4875.414062
	Iteration 2F: 3 clusters Score -2827786 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2828051.750000 Penalty: 4875.414062
	Iteration 3Q: 3 clusters Score -2828052 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2828313.250000 Penalty: 4875.414062
	Iteration 4Q: 3 clusters Score -2828313 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2828549.250000 Penalty: 4875.414062
	Iteration 5Q: 3 clusters Score -2828549 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2828810.500000 Penalty: 4875.414062
	Iteration 6Q: 3 clusters Score -2828810 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2829083.750000 Penalty: 4875.414062
	Iteration 7Q: 3 clusters Score -2829084 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2829457.750000 Penalty: 4875.414062
	Iteration 8Q: 3 clusters Score -2829458 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2829917.500000 Penalty: 4875.414062
	Iteration 9Q: 3 clusters Score -2829918 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2830494.500000 Penalty: 4875.414062
	Iteration 10Q: 3 clusters Score -2830494 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2831219.500000 Penalty: 4875.414062
	Iteration 11F: 3 clusters Score -2831220 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2832023.750000 Penalty: 4875.414062
	Iteration 12F: 3 clusters Score -2832024 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2832764.500000 Penalty: 4875.414062
	Iteration 13Q: 3 clusters Score -2832764 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2833279.250000 Penalty: 4875.414062
	Iteration 14Q: 3 clusters Score -2833279 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2833612.750000 Penalty: 4875.414062
	Iteration 15Q: 3 clusters Score -2833613 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2833842.500000 Penalty: 4875.414062
	Iteration 16Q: 3 clusters Score -2833842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2833965.500000 Penalty: 4875.414062
	Iteration 17Q: 3 clusters Score -2833966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2834026.750000 Penalty: 4875.414062
	Iteration 18Q: 3 clusters Score -2834027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2834059.250000 Penalty: 4875.414062
	Iteration 19Q: 3 clusters Score -2834059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2834088.000000 Penalty: 4875.414062
	Iteration 20F: 3 clusters Score -2834088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2834107.750000 Penalty: 4875.414062
	Iteration 21Q: 3 clusters Score -2834108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2834123.000000 Penalty: 4875.414062
	Iteration 22Q: 3 clusters Score -2834123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2834139.250000 Penalty: 4875.414062
	Iteration 23Q: 3 clusters Score -2834139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2834144.000000 Penalty: 4875.414062
	Iteration 24Q: 3 clusters Score -2834144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2834151.000000 Penalty: 4875.414062
	Iteration 25Q: 3 clusters Score -2834151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2834157.500000 Penalty: 4875.414062
	Iteration 26Q: 3 clusters Score -2834158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2834156.750000 Penalty: 4875.414062
	Iteration 27Q: 3 clusters Score -2834157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2834159.750000 Penalty: 4875.414062
	Iteration 28Q: 3 clusters Score -2834160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2834159.750000 Penalty: 4875.414062
	Iteration 29F: 3 clusters Score -2834160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171606 members 
Entering Unmasked Estep 
Score: -26362234.000000 Penalty: 2989.133301
	Iteration 0F: 2 clusters Score -2.636223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -26256690.000000 Penalty: 5978.266602
	Iteration 0F: 3 clusters Score -2.625669e+07 nChanged 82200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -26304496.000000 Penalty: 5978.266602
	Iteration 1F: 3 clusters Score -2.63045e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -26306158.000000 Penalty: 5978.266602
	Iteration 2Q: 3 clusters Score -2.630616e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -26309022.000000 Penalty: 5978.266602
	Iteration 3Q: 3 clusters Score -2.630902e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -26313488.000000 Penalty: 5978.266602
	Iteration 4F: 3 clusters Score -2.631349e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -26321246.000000 Penalty: 5978.266602
	Iteration 5F: 3 clusters Score -2.632125e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -26332924.000000 Penalty: 5978.266602
	Iteration 6F: 3 clusters Score -2.633292e+07 nChanged 15462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -26345280.000000 Penalty: 5978.266602
	Iteration 7F: 3 clusters Score -2.634528e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -26353732.000000 Penalty: 5978.266602
	Iteration 8F: 3 clusters Score -2.635373e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -26357642.000000 Penalty: 5978.266602
	Iteration 9Q: 3 clusters Score -2.635764e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -26358922.000000 Penalty: 5978.266602
	Iteration 10Q: 3 clusters Score -2.635892e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -26359378.000000 Penalty: 5978.266602
	Iteration 11Q: 3 clusters Score -2.635938e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -26359482.000000 Penalty: 5978.266602
	Iteration 12Q: 3 clusters Score -2.635948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -26359538.000000 Penalty: 5978.266602
	Iteration 13Q: 3 clusters Score -2.635954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -26359560.000000 Penalty: 5978.266602
	Iteration 14Q: 3 clusters Score -2.635956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -26359570.000000 Penalty: 5978.266602
	Iteration 15Q: 3 clusters Score -2.635957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -26359580.000000 Penalty: 5978.266602
	Iteration 16Q: 3 clusters Score -2.635958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171432 members 
Entering Unmasked Estep 
Score: -26359578.000000 Penalty: 5978.266602
	Iteration 17Q: 3 clusters Score -2.635958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171434 members 
Entering Unmasked Estep 
Score: -26359590.000000 Penalty: 5978.266602
	Iteration 18Q: 3 clusters Score -2.635959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171434 members 
Entering Unmasked Estep 
Score: -26359590.000000 Penalty: 5978.266602
	Iteration 19F: 3 clusters Score -2.635959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Entering Unmasked Estep 
Score: -5610862.500000 Penalty: 2608.985840
	Iteration 0F: 2 clusters Score -5610862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -5585538.000000 Penalty: 5217.971680
	Iteration 0F: 3 clusters Score -5585538 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5595064.500000 Penalty: 5217.971680
	Iteration 1F: 3 clusters Score -5595064 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -5595725.000000 Penalty: 5217.971680
	Iteration 2Q: 3 clusters Score -5595725 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5596404.000000 Penalty: 5217.971680
	Iteration 3Q: 3 clusters Score -5596404 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5597270.500000 Penalty: 5217.971680
	Iteration 4Q: 3 clusters Score -5597270 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5598242.000000 Penalty: 5217.971680
	Iteration 5F: 3 clusters Score -5598242 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5599322.000000 Penalty: 5217.971680
	Iteration 6F: 3 clusters Score -5599322 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5600541.500000 Penalty: 5217.971680
	Iteration 7F: 3 clusters Score -5600542 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -5601870.500000 Penalty: 5217.971680
	Iteration 8F: 3 clusters Score -5601870 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -5603286.500000 Penalty: 5217.971680
	Iteration 9F: 3 clusters Score -5603286 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -5604598.000000 Penalty: 5217.971680
	Iteration 10Q: 3 clusters Score -5604598 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5605729.500000 Penalty: 5217.971680
	Iteration 11Q: 3 clusters Score -5605730 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5606693.000000 Penalty: 5217.971680
	Iteration 12Q: 3 clusters Score -5606693 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5607489.000000 Penalty: 5217.971680
	Iteration 13Q: 3 clusters Score -5607489 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5608125.500000 Penalty: 5217.971680
	Iteration 14Q: 3 clusters Score -5608126 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5608559.000000 Penalty: 5217.971680
	Iteration 15Q: 3 clusters Score -5608559 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5608831.000000 Penalty: 5217.971680
	Iteration 16Q: 3 clusters Score -5608831 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5608939.000000 Penalty: 5217.971680
	Iteration 17Q: 3 clusters Score -5608939 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -5609035.500000 Penalty: 5217.971680
	Iteration 18Q: 3 clusters Score -5609036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5609076.000000 Penalty: 5217.971680
	Iteration 19Q: 3 clusters Score -5609076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5609114.000000 Penalty: 5217.971680
	Iteration 20F: 3 clusters Score -5609114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5609142.000000 Penalty: 5217.971680
	Iteration 21Q: 3 clusters Score -5609142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5609166.500000 Penalty: 5217.971680
	Iteration 22Q: 3 clusters Score -5609166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5609176.500000 Penalty: 5217.971680
	Iteration 23Q: 3 clusters Score -5609176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5609174.500000 Penalty: 5217.971680
	Iteration 24Q: 3 clusters Score -5609174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5609195.000000 Penalty: 5217.971680
	Iteration 25Q: 3 clusters Score -5609195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5609193.500000 Penalty: 5217.971680
	Iteration 26Q: 3 clusters Score -5609194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5609198.500000 Penalty: 5217.971680
	Iteration 27Q: 3 clusters Score -5609198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5609212.500000 Penalty: 5217.971680
	Iteration 28Q: 3 clusters Score -5609212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5609218.000000 Penalty: 5217.971680
	Iteration 29Q: 3 clusters Score -5609218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5609223.500000 Penalty: 5217.971680
	Iteration 30Q: 3 clusters Score -5609224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5609224.500000 Penalty: 5217.971680
	Iteration 31Q: 3 clusters Score -5609224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5609229.500000 Penalty: 5217.971680
	Iteration 32Q: 3 clusters Score -5609230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5609228.000000 Penalty: 5217.971680
	Iteration 33Q: 3 clusters Score -5609228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5609231.000000 Penalty: 5217.971680
	Iteration 34Q: 3 clusters Score -5609231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5609234.000000 Penalty: 5217.971680
	Iteration 35Q: 3 clusters Score -5609234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5609225.000000 Penalty: 5217.971680
	Iteration 36Q: 3 clusters Score -5609225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5609237.000000 Penalty: 5217.971680
	Iteration 37Q: 3 clusters Score -5609237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5609235.500000 Penalty: 5217.971680
	Iteration 38Q: 3 clusters Score -5609236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5609241.500000 Penalty: 5217.971680
	Iteration 39Q: 3 clusters Score -5609242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5609245.000000 Penalty: 5217.971680
	Iteration 40F: 3 clusters Score -5609245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5609250.000000 Penalty: 5217.971680
	Iteration 41Q: 3 clusters Score -5609250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5609250.000000 Penalty: 5217.971680
	Iteration 42Q: 3 clusters Score -5609250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5609252.000000 Penalty: 5217.971680
	Iteration 43Q: 3 clusters Score -5609252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5609248.000000 Penalty: 5217.971680
	Iteration 44Q: 3 clusters Score -5609248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5609250.000000 Penalty: 5217.971680
	Iteration 45Q: 3 clusters Score -5609250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5609244.000000 Penalty: 5217.971680
	Iteration 46Q: 3 clusters Score -5609244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5609250.500000 Penalty: 5217.971680
	Iteration 47Q: 3 clusters Score -5609250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5609251.500000 Penalty: 5217.971680
	Iteration 48Q: 3 clusters Score -5609252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5609248.000000 Penalty: 5217.971680
	Iteration 49Q: 3 clusters Score -5609248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5609251.500000 Penalty: 5217.971680
	Iteration 50Q: 3 clusters Score -5609252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5609254.500000 Penalty: 5217.971680
	Iteration 51Q: 3 clusters Score -5609254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5609255.500000 Penalty: 5217.971680
	Iteration 52Q: 3 clusters Score -5609256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5609255.500000 Penalty: 5217.971680
	Iteration 53Q: 3 clusters Score -5609256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5609256.500000 Penalty: 5217.971680
	Iteration 54Q: 3 clusters Score -5609256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5609256.500000 Penalty: 5217.971680
	Iteration 55F: 3 clusters Score -5609256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -135029.906250 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -135029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133329.296875 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -133329.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134033.265625 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -134033.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -134586.859375 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -134586.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134885.500000 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -134885.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134991.937500 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -134991.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135050.421875 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -135050.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -135092.156250 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -135092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135105.703125 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -135105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135112.046875 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -135112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -135113.375000 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -135113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -135113.375000 Penalty: 3427.237549
	Iteration 10F: 3 clusters Score -135113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 848 members 
Entering Unmasked Estep 
Score: -104162040.000000 Penalty: 116792.445312
Splitting cluster 7 changes total score from -104163616.000000 to -104162040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88237.421875 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88237.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86878.781250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86878.78 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87898.820312 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87898.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88437.085938 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -88437.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88675.703125 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -88675.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88776.406250 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -88776.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88829.226562 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -88829.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88911.250000 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -88911.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -88959.312500 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -88959.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88974.312500 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -88974.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88974.312500 Penalty: 3274.210205
	Iteration 9F: 3 clusters Score -88974.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 588 members 
Entering Unmasked Estep 
Score: -104162776.000000 Penalty: 116792.445312
Splitting cluster 8 changes total score from -104163616.000000 to -104162776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -1941388.375000 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -1941388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1931247.500000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -1931248 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1934614.125000 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -1934614 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1935224.375000 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -1935224 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1935799.500000 Penalty: 4731.948730
	Iteration 3F: 3 clusters Score -1935800 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1936347.000000 Penalty: 4731.948730
	Iteration 4F: 3 clusters Score -1936347 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1936819.125000 Penalty: 4731.948730
	Iteration 5F: 3 clusters Score -1936819 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1937241.625000 Penalty: 4731.948730
	Iteration 6F: 3 clusters Score -1937242 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1937586.000000 Penalty: 4731.948730
	Iteration 7Q: 3 clusters Score -1937586 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1937824.500000 Penalty: 4731.948730
	Iteration 8Q: 3 clusters Score -1937824 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1938011.625000 Penalty: 4731.948730
	Iteration 9Q: 3 clusters Score -1938012 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1938148.250000 Penalty: 4731.948730
	Iteration 10Q: 3 clusters Score -1938148 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1938272.500000 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -1938272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1938405.625000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -1938406 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1938532.250000 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -1938532 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1938653.250000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -1938653 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1938785.000000 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -1938785 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1938943.875000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -1938944 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1939115.875000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -1939116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1939268.750000 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -1939269 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1939383.875000 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -1939384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1939484.250000 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -1939484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1939545.125000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -1939545 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1939594.875000 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -1939595 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1939633.375000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -1939633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1939667.500000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -1939668 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1939687.125000 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -1939687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1939715.375000 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -1939715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1939733.375000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -1939733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1939741.500000 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -1939742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1939763.125000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -1939763 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1939778.500000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -1939778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1939780.750000 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -1939781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1939790.375000 Penalty: 4731.948730
	Iteration 32Q: 3 clusters Score -1939790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1939793.625000 Penalty: 4731.948730
	Iteration 33Q: 3 clusters Score -1939794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1939796.625000 Penalty: 4731.948730
	Iteration 34Q: 3 clusters Score -1939797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1939800.000000 Penalty: 4731.948730
	Iteration 35Q: 3 clusters Score -1939800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1939803.375000 Penalty: 4731.948730
	Iteration 36Q: 3 clusters Score -1939803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1939807.125000 Penalty: 4731.948730
	Iteration 37Q: 3 clusters Score -1939807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1939812.875000 Penalty: 4731.948730
	Iteration 38Q: 3 clusters Score -1939813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1939810.375000 Penalty: 4731.948730
	Iteration 39Q: 3 clusters Score -1939810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1939815.375000 Penalty: 4731.948730
	Iteration 40F: 3 clusters Score -1939815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1939812.625000 Penalty: 4731.948730
	Iteration 41Q: 3 clusters Score -1939813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1939815.750000 Penalty: 4731.948730
	Iteration 42Q: 3 clusters Score -1939816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1939816.750000 Penalty: 4731.948730
	Iteration 43Q: 3 clusters Score -1939817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1939821.125000 Penalty: 4731.948730
	Iteration 44Q: 3 clusters Score -1939821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1939823.250000 Penalty: 4731.948730
	Iteration 45Q: 3 clusters Score -1939823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1939824.250000 Penalty: 4731.948730
	Iteration 46Q: 3 clusters Score -1939824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1939828.875000 Penalty: 4731.948730
	Iteration 47Q: 3 clusters Score -1939829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1939829.375000 Penalty: 4731.948730
	Iteration 48Q: 3 clusters Score -1939829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1939831.125000 Penalty: 4731.948730
	Iteration 49Q: 3 clusters Score -1939831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1939835.375000 Penalty: 4731.948730
	Iteration 50Q: 3 clusters Score -1939835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1939834.875000 Penalty: 4731.948730
	Iteration 51Q: 3 clusters Score -1939835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1939834.250000 Penalty: 4731.948730
	Iteration 52Q: 3 clusters Score -1939834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1939838.250000 Penalty: 4731.948730
	Iteration 53Q: 3 clusters Score -1939838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1939839.750000 Penalty: 4731.948730
	Iteration 54Q: 3 clusters Score -1939840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1939841.875000 Penalty: 4731.948730
	Iteration 55Q: 3 clusters Score -1939842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1939843.750000 Penalty: 4731.948730
	Iteration 56Q: 3 clusters Score -1939844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1939840.000000 Penalty: 4731.948730
	Iteration 57Q: 3 clusters Score -1939840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1939841.500000 Penalty: 4731.948730
	Iteration 58Q: 3 clusters Score -1939842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1939843.125000 Penalty: 4731.948730
	Iteration 59Q: 3 clusters Score -1939843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1939845.875000 Penalty: 4731.948730
	Iteration 60F: 3 clusters Score -1939846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1939846.000000 Penalty: 4731.948730
	Iteration 61Q: 3 clusters Score -1939846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1939847.625000 Penalty: 4731.948730
	Iteration 62Q: 3 clusters Score -1939848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1939850.125000 Penalty: 4731.948730
	Iteration 63Q: 3 clusters Score -1939850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1939852.500000 Penalty: 4731.948730
	Iteration 64Q: 3 clusters Score -1939852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1939853.875000 Penalty: 4731.948730
	Iteration 65Q: 3 clusters Score -1939854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1939855.625000 Penalty: 4731.948730
	Iteration 66Q: 3 clusters Score -1939856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1939855.125000 Penalty: 4731.948730
	Iteration 67Q: 3 clusters Score -1939855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1939856.000000 Penalty: 4731.948730
	Iteration 68Q: 3 clusters Score -1939856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1939856.250000 Penalty: 4731.948730
	Iteration 69Q: 3 clusters Score -1939856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1939855.500000 Penalty: 4731.948730
	Iteration 70Q: 3 clusters Score -1939856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1939855.625000 Penalty: 4731.948730
	Iteration 71Q: 3 clusters Score -1939856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1939856.250000 Penalty: 4731.948730
	Iteration 72Q: 3 clusters Score -1939856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1939856.750000 Penalty: 4731.948730
	Iteration 73Q: 3 clusters Score -1939857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1939856.750000 Penalty: 4731.948730
	Iteration 74Q: 3 clusters Score -1939857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1939855.875000 Penalty: 4731.948730
	Iteration 75Q: 3 clusters Score -1939856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1939860.625000 Penalty: 4731.948730
	Iteration 76Q: 3 clusters Score -1939861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1939861.250000 Penalty: 4731.948730
	Iteration 77Q: 3 clusters Score -1939861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1939861.250000 Penalty: 4731.948730
	Iteration 78F: 3 clusters Score -1939861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Entering Unmasked Estep 
Score: -2325387.750000 Penalty: 2389.614746
	Iteration 0F: 2 clusters Score -2325388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2314294.500000 Penalty: 4779.229492
	Iteration 0F: 3 clusters Score -2314294 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2317782.750000 Penalty: 4779.229492
	Iteration 1F: 3 clusters Score -2317783 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2318256.750000 Penalty: 4779.229492
	Iteration 2F: 3 clusters Score -2318257 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2318805.750000 Penalty: 4779.229492
	Iteration 3F: 3 clusters Score -2318806 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2319554.250000 Penalty: 4779.229492
	Iteration 4F: 3 clusters Score -2319554 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2320540.000000 Penalty: 4779.229492
	Iteration 5F: 3 clusters Score -2320540 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2321525.500000 Penalty: 4779.229492
	Iteration 6F: 3 clusters Score -2321526 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2322414.750000 Penalty: 4779.229492
	Iteration 7F: 3 clusters Score -2322415 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2323186.000000 Penalty: 4779.229492
	Iteration 8F: 3 clusters Score -2323186 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2323838.250000 Penalty: 4779.229492
	Iteration 9Q: 3 clusters Score -2323838 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2324268.500000 Penalty: 4779.229492
	Iteration 10Q: 3 clusters Score -2324268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2324501.000000 Penalty: 4779.229492
	Iteration 11Q: 3 clusters Score -2324501 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2324603.250000 Penalty: 4779.229492
	Iteration 12Q: 3 clusters Score -2324603 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2324685.250000 Penalty: 4779.229492
	Iteration 13Q: 3 clusters Score -2324685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2324726.250000 Penalty: 4779.229492
	Iteration 14Q: 3 clusters Score -2324726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2324762.500000 Penalty: 4779.229492
	Iteration 15Q: 3 clusters Score -2324762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2324779.750000 Penalty: 4779.229492
	Iteration 16Q: 3 clusters Score -2324780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2324804.000000 Penalty: 4779.229492
	Iteration 17Q: 3 clusters Score -2324804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2324823.500000 Penalty: 4779.229492
	Iteration 18Q: 3 clusters Score -2324824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2324835.500000 Penalty: 4779.229492
	Iteration 19Q: 3 clusters Score -2324836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2324848.000000 Penalty: 4779.229492
	Iteration 20F: 3 clusters Score -2324848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2324863.750000 Penalty: 4779.229492
	Iteration 21Q: 3 clusters Score -2324864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2324869.750000 Penalty: 4779.229492
	Iteration 22Q: 3 clusters Score -2324870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2324885.500000 Penalty: 4779.229492
	Iteration 23Q: 3 clusters Score -2324886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2324907.000000 Penalty: 4779.229492
	Iteration 24Q: 3 clusters Score -2324907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2324931.000000 Penalty: 4779.229492
	Iteration 25Q: 3 clusters Score -2324931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2324956.500000 Penalty: 4779.229492
	Iteration 26Q: 3 clusters Score -2324956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2324968.250000 Penalty: 4779.229492
	Iteration 27Q: 3 clusters Score -2324968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2324986.250000 Penalty: 4779.229492
	Iteration 28Q: 3 clusters Score -2324986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2324990.500000 Penalty: 4779.229492
	Iteration 29Q: 3 clusters Score -2324990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2324995.750000 Penalty: 4779.229492
	Iteration 30Q: 3 clusters Score -2324996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2325003.000000 Penalty: 4779.229492
	Iteration 31Q: 3 clusters Score -2325003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2325005.750000 Penalty: 4779.229492
	Iteration 32Q: 3 clusters Score -2325006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2325007.750000 Penalty: 4779.229492
	Iteration 33Q: 3 clusters Score -2325008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2325008.250000 Penalty: 4779.229492
	Iteration 34Q: 3 clusters Score -2325008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2325005.000000 Penalty: 4779.229492
	Iteration 35Q: 3 clusters Score -2325005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2325006.750000 Penalty: 4779.229492
	Iteration 36Q: 3 clusters Score -2325007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2325006.750000 Penalty: 4779.229492
	Iteration 37F: 3 clusters Score -2325007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85677.335938 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85677.34 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85886.007812 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85886.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85954.468750 Penalty: 3194.709473
	Iteration 2Q: 3 clusters Score -85954.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85990.367188 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -85990.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86026.000000 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86062.640625 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86062.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86088.132812 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86088.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86112.539062 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86112.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86145.820312 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86145.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86206.648438 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86206.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86279.148438 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86279.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86316.539062 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -86316.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86338.343750 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -86338.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86354.757812 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -86354.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86360.953125 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -86360.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86360.953125 Penalty: 3194.709473
	Iteration 15F: 3 clusters Score -86360.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -349784.437500 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -349784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -346895.468750 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -346895.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -347508.562500 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -347508.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -347874.187500 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -347874.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -348221.187500 Penalty: 3877.941406
	Iteration 3F: 3 clusters Score -348221.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -348447.062500 Penalty: 3877.941406
	Iteration 4F: 3 clusters Score -348447.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -348593.406250 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -348593.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -348678.343750 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -348678.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -348746.093750 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -348746.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -348788.000000 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -348788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348822.937500 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -348822.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -348845.156250 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -348845.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -348856.656250 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -348856.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -348865.093750 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -348865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348867.875000 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -348867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348870.093750 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -348870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -348872.593750 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -348872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -348874.718750 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -348874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -348874.937500 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -348874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -348876.687500 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -348876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -348877.781250 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -348877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -348879.843750 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -348879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -348880.406250 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -348880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -348880.750000 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -348880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -348881.500000 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -348881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -348884.125000 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -348884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -348888.406250 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -348888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -348892.531250 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -348892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -348894.937500 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -348894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -348898.312500 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -348898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -348900.718750 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -348900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -348901.937500 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -348901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -348902.093750 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -348902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -348902.125000 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -348902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -348905.656250 Penalty: 3877.941406
	Iteration 33Q: 3 clusters Score -348905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -348908.343750 Penalty: 3877.941406
	Iteration 34Q: 3 clusters Score -348908.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -348910.812500 Penalty: 3877.941406
	Iteration 35Q: 3 clusters Score -348910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -348912.781250 Penalty: 3877.941406
	Iteration 36Q: 3 clusters Score -348912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -348913.000000 Penalty: 3877.941406
	Iteration 37Q: 3 clusters Score -348913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -348913.000000 Penalty: 3877.941406
	Iteration 38F: 3 clusters Score -348913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -904415.687500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -904415.7 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 3092 members 
Entering Unmasked Estep 
Score: -899200.125000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -899200.1 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -900625.187500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -900625.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -901044.000000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -901044 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -901387.125000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -901387.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -901658.625000 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -901658.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -901896.375000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -901896.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -902102.500000 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -902102.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -902311.250000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -902311.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -902523.687500 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -902523.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -902688.625000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -902688.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -902850.750000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -902850.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -903011.625000 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -903011.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -903153.750000 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -903153.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -903286.750000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -903286.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -903394.375000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -903394.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -903460.000000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -903460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -903507.250000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -903507.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -903545.562500 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -903545.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -903568.500000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -903568.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -903583.937500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -903583.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -903596.500000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -903596.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -903610.000000 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -903610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -903625.062500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -903625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -903629.937500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -903629.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -903631.687500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -903631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -903634.625000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -903634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -903635.937500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -903635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -903636.375000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -903636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -903636.375000 Penalty: 4326.964844
	Iteration 28F: 3 clusters Score -903636.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -598306.062500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -598306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -594365.562500 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -594365.6 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -595358.687500 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -595358.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -595638.750000 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -595638.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -595838.500000 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -595838.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -596045.000000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -596045 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -596271.125000 Penalty: 4120.989258
	Iteration 5F: 3 clusters Score -596271.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -596518.750000 Penalty: 4120.989258
	Iteration 6F: 3 clusters Score -596518.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -596778.562500 Penalty: 4120.989258
	Iteration 7F: 3 clusters Score -596778.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -596995.562500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -596995.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -597166.062500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -597166.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -597295.312500 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -597295.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -597374.500000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -597374.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -597416.562500 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -597416.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -597436.625000 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -597436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -597450.625000 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -597450.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -597458.125000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -597458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -597463.312500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -597463.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -597467.500000 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -597467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -597469.000000 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -597469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -597472.125000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -597472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -597472.062500 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -597472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -597471.562500 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -597471.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -597471.562500 Penalty: 4120.989258
	Iteration 22F: 3 clusters Score -597471.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -358170.656250 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -358170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -355332.187500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -355332.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -355989.187500 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -355989.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -356260.312500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -356260.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356515.625000 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -356515.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356671.781250 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -356671.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -356768.250000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -356768.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -356852.062500 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -356852.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -356937.062500 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -356937.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -357006.093750 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -357006.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -357059.531250 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -357059.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -357101.812500 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -357101.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -357143.906250 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -357143.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -357184.000000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -357184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -357221.062500 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -357221.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -357248.843750 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -357248.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -357271.843750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -357271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -357289.468750 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -357289.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -357313.375000 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -357313.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -357339.500000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -357339.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -357365.968750 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -357366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -357392.062500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -357392.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -357405.375000 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -357405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -357423.343750 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -357423.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -357432.906250 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -357432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -357438.062500 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -357438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -357446.500000 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -357446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -357457.031250 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -357457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -357465.000000 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -357465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -357467.875000 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -357467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -357469.375000 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -357469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -357476.593750 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -357476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -357482.437500 Penalty: 3849.614258
	Iteration 31Q: 3 clusters Score -357482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -357486.562500 Penalty: 3849.614258
	Iteration 32Q: 3 clusters Score -357486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -357487.812500 Penalty: 3849.614258
	Iteration 33Q: 3 clusters Score -357487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -357487.812500 Penalty: 3849.614258
	Iteration 34F: 3 clusters Score -357487.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -794809.187500 Penalty: 2134.363037
	Iteration 0F: 2 clusters Score -794809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -789933.437500 Penalty: 4268.726074
	Iteration 0F: 3 clusters Score -789933.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -791392.375000 Penalty: 4268.726074
	Iteration 1F: 3 clusters Score -791392.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -791870.750000 Penalty: 4268.726074
	Iteration 2F: 3 clusters Score -791870.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -792226.375000 Penalty: 4268.726074
	Iteration 3F: 3 clusters Score -792226.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -792495.562500 Penalty: 4268.726074
	Iteration 4F: 3 clusters Score -792495.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -792693.062500 Penalty: 4268.726074
	Iteration 5Q: 3 clusters Score -792693.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -792831.562500 Penalty: 4268.726074
	Iteration 6Q: 3 clusters Score -792831.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -792936.437500 Penalty: 4268.726074
	Iteration 7Q: 3 clusters Score -792936.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -793018.875000 Penalty: 4268.726074
	Iteration 8Q: 3 clusters Score -793018.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -793090.875000 Penalty: 4268.726074
	Iteration 9Q: 3 clusters Score -793090.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -793149.500000 Penalty: 4268.726074
	Iteration 10Q: 3 clusters Score -793149.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -793209.812500 Penalty: 4268.726074
	Iteration 11Q: 3 clusters Score -793209.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -793270.125000 Penalty: 4268.726074
	Iteration 12Q: 3 clusters Score -793270.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -793335.000000 Penalty: 4268.726074
	Iteration 13Q: 3 clusters Score -793335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -793396.062500 Penalty: 4268.726074
	Iteration 14Q: 3 clusters Score -793396.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -793439.500000 Penalty: 4268.726074
	Iteration 15Q: 3 clusters Score -793439.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -793469.187500 Penalty: 4268.726074
	Iteration 16Q: 3 clusters Score -793469.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -793494.562500 Penalty: 4268.726074
	Iteration 17Q: 3 clusters Score -793494.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -793517.500000 Penalty: 4268.726074
	Iteration 18Q: 3 clusters Score -793517.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -793540.000000 Penalty: 4268.726074
	Iteration 19Q: 3 clusters Score -793540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -793559.500000 Penalty: 4268.726074
	Iteration 20F: 3 clusters Score -793559.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -793574.000000 Penalty: 4268.726074
	Iteration 21Q: 3 clusters Score -793574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -793582.187500 Penalty: 4268.726074
	Iteration 22Q: 3 clusters Score -793582.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -793593.937500 Penalty: 4268.726074
	Iteration 23Q: 3 clusters Score -793593.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -793600.875000 Penalty: 4268.726074
	Iteration 24Q: 3 clusters Score -793600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -793604.562500 Penalty: 4268.726074
	Iteration 25Q: 3 clusters Score -793604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -793609.875000 Penalty: 4268.726074
	Iteration 26Q: 3 clusters Score -793609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -793614.500000 Penalty: 4268.726074
	Iteration 27Q: 3 clusters Score -793614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -793616.812500 Penalty: 4268.726074
	Iteration 28Q: 3 clusters Score -793616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -793617.312500 Penalty: 4268.726074
	Iteration 29Q: 3 clusters Score -793617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -793621.375000 Penalty: 4268.726074
	Iteration 30Q: 3 clusters Score -793621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -793622.500000 Penalty: 4268.726074
	Iteration 31Q: 3 clusters Score -793622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -793624.187500 Penalty: 4268.726074
	Iteration 32Q: 3 clusters Score -793624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -793625.437500 Penalty: 4268.726074
	Iteration 33Q: 3 clusters Score -793625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -793628.562500 Penalty: 4268.726074
	Iteration 34Q: 3 clusters Score -793628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -793633.687500 Penalty: 4268.726074
	Iteration 35Q: 3 clusters Score -793633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -793635.062500 Penalty: 4268.726074
	Iteration 36Q: 3 clusters Score -793635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -793636.437500 Penalty: 4268.726074
	Iteration 37Q: 3 clusters Score -793636.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -793641.125000 Penalty: 4268.726074
	Iteration 38Q: 3 clusters Score -793641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -793642.187500 Penalty: 4268.726074
	Iteration 39Q: 3 clusters Score -793642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -793641.250000 Penalty: 4268.726074
	Iteration 40F: 3 clusters Score -793641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -793641.437500 Penalty: 4268.726074
	Iteration 41Q: 3 clusters Score -793641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -793641.437500 Penalty: 4268.726074
	Iteration 42F: 3 clusters Score -793641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Entering Unmasked Estep 
Score: -2907503.750000 Penalty: 2458.176514
	Iteration 0F: 2 clusters Score -2907504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2893219.250000 Penalty: 4916.353027
	Iteration 0F: 3 clusters Score -2893219 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2898312.750000 Penalty: 4916.353027
	Iteration 1F: 3 clusters Score -2898313 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2899194.750000 Penalty: 4916.353027
	Iteration 2F: 3 clusters Score -2899195 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2900282.750000 Penalty: 4916.353027
	Iteration 3F: 3 clusters Score -2900283 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2901424.750000 Penalty: 4916.353027
	Iteration 4F: 3 clusters Score -2901425 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2902341.250000 Penalty: 4916.353027
	Iteration 5F: 3 clusters Score -2902341 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2903090.000000 Penalty: 4916.353027
	Iteration 6F: 3 clusters Score -2903090 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2903692.250000 Penalty: 4916.353027
	Iteration 7F: 3 clusters Score -2903692 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2904256.250000 Penalty: 4916.353027
	Iteration 8Q: 3 clusters Score -2904256 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2904735.750000 Penalty: 4916.353027
	Iteration 9Q: 3 clusters Score -2904736 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2905102.250000 Penalty: 4916.353027
	Iteration 10Q: 3 clusters Score -2905102 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2905389.500000 Penalty: 4916.353027
	Iteration 11Q: 3 clusters Score -2905390 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2905608.250000 Penalty: 4916.353027
	Iteration 12Q: 3 clusters Score -2905608 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2905753.500000 Penalty: 4916.353027
	Iteration 13Q: 3 clusters Score -2905754 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2905856.500000 Penalty: 4916.353027
	Iteration 14Q: 3 clusters Score -2905856 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2905935.250000 Penalty: 4916.353027
	Iteration 15Q: 3 clusters Score -2905935 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2906000.500000 Penalty: 4916.353027
	Iteration 16Q: 3 clusters Score -2906000 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2906045.250000 Penalty: 4916.353027
	Iteration 17Q: 3 clusters Score -2906045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2906097.500000 Penalty: 4916.353027
	Iteration 18Q: 3 clusters Score -2906098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2906133.250000 Penalty: 4916.353027
	Iteration 19Q: 3 clusters Score -2906133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2906169.250000 Penalty: 4916.353027
	Iteration 20F: 3 clusters Score -2906169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2906183.500000 Penalty: 4916.353027
	Iteration 21Q: 3 clusters Score -2906184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2906208.500000 Penalty: 4916.353027
	Iteration 22Q: 3 clusters Score -2906208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2906235.000000 Penalty: 4916.353027
	Iteration 23Q: 3 clusters Score -2906235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2906248.750000 Penalty: 4916.353027
	Iteration 24Q: 3 clusters Score -2906249 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2906277.750000 Penalty: 4916.353027
	Iteration 25Q: 3 clusters Score -2906278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2906290.750000 Penalty: 4916.353027
	Iteration 26Q: 3 clusters Score -2906291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2906314.500000 Penalty: 4916.353027
	Iteration 27Q: 3 clusters Score -2906314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2906320.250000 Penalty: 4916.353027
	Iteration 28Q: 3 clusters Score -2906320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2906325.250000 Penalty: 4916.353027
	Iteration 29Q: 3 clusters Score -2906325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2906337.000000 Penalty: 4916.353027
	Iteration 30Q: 3 clusters Score -2906337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2906347.000000 Penalty: 4916.353027
	Iteration 31Q: 3 clusters Score -2906347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2906344.000000 Penalty: 4916.353027
	Iteration 32Q: 3 clusters Score -2906344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2906358.500000 Penalty: 4916.353027
	Iteration 33Q: 3 clusters Score -2906358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2906364.500000 Penalty: 4916.353027
	Iteration 34Q: 3 clusters Score -2906364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2906365.500000 Penalty: 4916.353027
	Iteration 35Q: 3 clusters Score -2906366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2906359.000000 Penalty: 4916.353027
	Iteration 36Q: 3 clusters Score -2906359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2906364.750000 Penalty: 4916.353027
	Iteration 37Q: 3 clusters Score -2906365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2906369.500000 Penalty: 4916.353027
	Iteration 38Q: 3 clusters Score -2906370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2906373.000000 Penalty: 4916.353027
	Iteration 39Q: 3 clusters Score -2906373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2906372.750000 Penalty: 4916.353027
	Iteration 40F: 3 clusters Score -2906373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2906375.500000 Penalty: 4916.353027
	Iteration 41Q: 3 clusters Score -2906376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2906377.000000 Penalty: 4916.353027
	Iteration 42Q: 3 clusters Score -2906377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2906376.500000 Penalty: 4916.353027
	Iteration 43Q: 3 clusters Score -2906376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2906384.750000 Penalty: 4916.353027
	Iteration 44Q: 3 clusters Score -2906385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2906385.250000 Penalty: 4916.353027
	Iteration 45Q: 3 clusters Score -2906385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2906387.000000 Penalty: 4916.353027
	Iteration 46Q: 3 clusters Score -2906387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2906387.750000 Penalty: 4916.353027
	Iteration 47Q: 3 clusters Score -2906388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2906401.250000 Penalty: 4916.353027
	Iteration 48Q: 3 clusters Score -2906401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2906403.250000 Penalty: 4916.353027
	Iteration 49Q: 3 clusters Score -2906403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2906406.500000 Penalty: 4916.353027
	Iteration 50Q: 3 clusters Score -2906406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2906404.250000 Penalty: 4916.353027
	Iteration 51Q: 3 clusters Score -2906404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2906405.500000 Penalty: 4916.353027
	Iteration 52Q: 3 clusters Score -2906406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2906405.500000 Penalty: 4916.353027
	Iteration 53F: 3 clusters Score -2906406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Entering Unmasked Estep 
Score: -2301743.750000 Penalty: 2388.997803
	Iteration 0F: 2 clusters Score -2301744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2290663.750000 Penalty: 4777.995605
	Iteration 0F: 3 clusters Score -2290664 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2294671.500000 Penalty: 4777.995605
	Iteration 1F: 3 clusters Score -2294672 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2295728.250000 Penalty: 4777.995605
	Iteration 2F: 3 clusters Score -2295728 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2296729.500000 Penalty: 4777.995605
	Iteration 3F: 3 clusters Score -2296730 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2297640.750000 Penalty: 4777.995605
	Iteration 4F: 3 clusters Score -2297641 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2298431.000000 Penalty: 4777.995605
	Iteration 5F: 3 clusters Score -2298431 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2299113.750000 Penalty: 4777.995605
	Iteration 6F: 3 clusters Score -2299114 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2299691.750000 Penalty: 4777.995605
	Iteration 7Q: 3 clusters Score -2299692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2300102.000000 Penalty: 4777.995605
	Iteration 8Q: 3 clusters Score -2300102 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2300401.250000 Penalty: 4777.995605
	Iteration 9Q: 3 clusters Score -2300401 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2300582.750000 Penalty: 4777.995605
	Iteration 10Q: 3 clusters Score -2300583 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2300698.750000 Penalty: 4777.995605
	Iteration 11Q: 3 clusters Score -2300699 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2300793.750000 Penalty: 4777.995605
	Iteration 12Q: 3 clusters Score -2300794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2300864.750000 Penalty: 4777.995605
	Iteration 13Q: 3 clusters Score -2300865 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2300931.750000 Penalty: 4777.995605
	Iteration 14Q: 3 clusters Score -2300932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2300986.250000 Penalty: 4777.995605
	Iteration 15Q: 3 clusters Score -2300986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2301033.750000 Penalty: 4777.995605
	Iteration 16Q: 3 clusters Score -2301034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2301065.250000 Penalty: 4777.995605
	Iteration 17Q: 3 clusters Score -2301065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2301096.000000 Penalty: 4777.995605
	Iteration 18Q: 3 clusters Score -2301096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2301124.000000 Penalty: 4777.995605
	Iteration 19Q: 3 clusters Score -2301124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2301146.250000 Penalty: 4777.995605
	Iteration 20F: 3 clusters Score -2301146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2301172.750000 Penalty: 4777.995605
	Iteration 21Q: 3 clusters Score -2301173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2301196.500000 Penalty: 4777.995605
	Iteration 22Q: 3 clusters Score -2301196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2301205.750000 Penalty: 4777.995605
	Iteration 23Q: 3 clusters Score -2301206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2301209.500000 Penalty: 4777.995605
	Iteration 24Q: 3 clusters Score -2301210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2301213.250000 Penalty: 4777.995605
	Iteration 25Q: 3 clusters Score -2301213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2301219.750000 Penalty: 4777.995605
	Iteration 26Q: 3 clusters Score -2301220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2301224.750000 Penalty: 4777.995605
	Iteration 27Q: 3 clusters Score -2301225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2301223.250000 Penalty: 4777.995605
	Iteration 28Q: 3 clusters Score -2301223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2301223.750000 Penalty: 4777.995605
	Iteration 29Q: 3 clusters Score -2301224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2301223.750000 Penalty: 4777.995605
	Iteration 30F: 3 clusters Score -2301224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Entering Unmasked Estep 
Score: -5297740.500000 Penalty: 2596.326172
	Iteration 0F: 2 clusters Score -5297740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5273844.500000 Penalty: 5192.652344
	Iteration 0F: 3 clusters Score -5273844 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5282729.000000 Penalty: 5192.652344
	Iteration 1F: 3 clusters Score -5282729 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5283841.000000 Penalty: 5192.652344
	Iteration 2F: 3 clusters Score -5283841 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -5285506.000000 Penalty: 5192.652344
	Iteration 3F: 3 clusters Score -5285506 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5287671.500000 Penalty: 5192.652344
	Iteration 4F: 3 clusters Score -5287672 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5290037.500000 Penalty: 5192.652344
	Iteration 5F: 3 clusters Score -5290038 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5292448.000000 Penalty: 5192.652344
	Iteration 6F: 3 clusters Score -5292448 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5294409.500000 Penalty: 5192.652344
	Iteration 7F: 3 clusters Score -5294410 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5295991.500000 Penalty: 5192.652344
	Iteration 8Q: 3 clusters Score -5295992 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5296846.500000 Penalty: 5192.652344
	Iteration 9Q: 3 clusters Score -5296846 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5297204.000000 Penalty: 5192.652344
	Iteration 10Q: 3 clusters Score -5297204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5297316.500000 Penalty: 5192.652344
	Iteration 11Q: 3 clusters Score -5297316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5297384.500000 Penalty: 5192.652344
	Iteration 12Q: 3 clusters Score -5297384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5297426.000000 Penalty: 5192.652344
	Iteration 13Q: 3 clusters Score -5297426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5297437.000000 Penalty: 5192.652344
	Iteration 14Q: 3 clusters Score -5297437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5297447.000000 Penalty: 5192.652344
	Iteration 15Q: 3 clusters Score -5297447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5297452.000000 Penalty: 5192.652344
	Iteration 16Q: 3 clusters Score -5297452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5297461.500000 Penalty: 5192.652344
	Iteration 17Q: 3 clusters Score -5297462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5297450.500000 Penalty: 5192.652344
	Iteration 18Q: 3 clusters Score -5297450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5297453.000000 Penalty: 5192.652344
	Iteration 19Q: 3 clusters Score -5297453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5297457.000000 Penalty: 5192.652344
	Iteration 20F: 3 clusters Score -5297457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5297459.000000 Penalty: 5192.652344
	Iteration 21Q: 3 clusters Score -5297459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5297456.000000 Penalty: 5192.652344
	Iteration 22Q: 3 clusters Score -5297456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5297461.500000 Penalty: 5192.652344
	Iteration 23Q: 3 clusters Score -5297462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5297455.000000 Penalty: 5192.652344
	Iteration 24Q: 3 clusters Score -5297455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5297456.000000 Penalty: 5192.652344
	Iteration 25Q: 3 clusters Score -5297456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5297469.000000 Penalty: 5192.652344
	Iteration 26Q: 3 clusters Score -5297469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5297465.500000 Penalty: 5192.652344
	Iteration 27Q: 3 clusters Score -5297466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5297468.500000 Penalty: 5192.652344
	Iteration 28Q: 3 clusters Score -5297468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5297468.500000 Penalty: 5192.652344
	Iteration 29Q: 3 clusters Score -5297468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5297471.000000 Penalty: 5192.652344
	Iteration 30Q: 3 clusters Score -5297471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5297471.000000 Penalty: 5192.652344
	Iteration 31F: 3 clusters Score -5297471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Entering Unmasked Estep 
Score: -6458341.500000 Penalty: 2640.242432
	Iteration 0F: 2 clusters Score -6458342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -6429892.000000 Penalty: 5280.484863
	Iteration 0F: 3 clusters Score -6429892 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -6440364.000000 Penalty: 5280.484863
	Iteration 1F: 3 clusters Score -6440364 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -6440974.500000 Penalty: 5280.484863
	Iteration 2Q: 3 clusters Score -6440974 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6441624.500000 Penalty: 5280.484863
	Iteration 3Q: 3 clusters Score -6441624 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6442466.500000 Penalty: 5280.484863
	Iteration 4Q: 3 clusters Score -6442466 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6443707.000000 Penalty: 5280.484863
	Iteration 5F: 3 clusters Score -6443707 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -6445316.000000 Penalty: 5280.484863
	Iteration 6F: 3 clusters Score -6445316 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -6447564.500000 Penalty: 5280.484863
	Iteration 7F: 3 clusters Score -6447564 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -6449937.500000 Penalty: 5280.484863
	Iteration 8F: 3 clusters Score -6449938 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -6451879.500000 Penalty: 5280.484863
	Iteration 9F: 3 clusters Score -6451880 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -6453245.000000 Penalty: 5280.484863
	Iteration 10Q: 3 clusters Score -6453245 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -6454151.500000 Penalty: 5280.484863
	Iteration 11Q: 3 clusters Score -6454152 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6454750.000000 Penalty: 5280.484863
	Iteration 12Q: 3 clusters Score -6454750 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -6455174.000000 Penalty: 5280.484863
	Iteration 13Q: 3 clusters Score -6455174 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6455434.500000 Penalty: 5280.484863
	Iteration 14Q: 3 clusters Score -6455434 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -6455595.500000 Penalty: 5280.484863
	Iteration 15Q: 3 clusters Score -6455596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -6455717.000000 Penalty: 5280.484863
	Iteration 16Q: 3 clusters Score -6455717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -6455824.000000 Penalty: 5280.484863
	Iteration 17Q: 3 clusters Score -6455824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -6455895.500000 Penalty: 5280.484863
	Iteration 18Q: 3 clusters Score -6455896 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -6455953.500000 Penalty: 5280.484863
	Iteration 19Q: 3 clusters Score -6455954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -6455994.500000 Penalty: 5280.484863
	Iteration 20F: 3 clusters Score -6455994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -6456023.500000 Penalty: 5280.484863
	Iteration 21Q: 3 clusters Score -6456024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6456053.000000 Penalty: 5280.484863
	Iteration 22Q: 3 clusters Score -6456053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -6456056.000000 Penalty: 5280.484863
	Iteration 23Q: 3 clusters Score -6456056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -6456062.500000 Penalty: 5280.484863
	Iteration 24Q: 3 clusters Score -6456062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -6456063.000000 Penalty: 5280.484863
	Iteration 25Q: 3 clusters Score -6456063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -6456063.000000 Penalty: 5280.484863
	Iteration 26Q: 3 clusters Score -6456063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6456076.500000 Penalty: 5280.484863
	Iteration 27Q: 3 clusters Score -6456076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -6456078.000000 Penalty: 5280.484863
	Iteration 28Q: 3 clusters Score -6456078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -6456084.000000 Penalty: 5280.484863
	Iteration 29Q: 3 clusters Score -6456084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6456085.500000 Penalty: 5280.484863
	Iteration 30Q: 3 clusters Score -6456086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -6456091.000000 Penalty: 5280.484863
	Iteration 31Q: 3 clusters Score -6456091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -6456089.500000 Penalty: 5280.484863
	Iteration 32Q: 3 clusters Score -6456090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -6456085.000000 Penalty: 5280.484863
	Iteration 33Q: 3 clusters Score -6456085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -6456097.000000 Penalty: 5280.484863
	Iteration 34Q: 3 clusters Score -6456097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -6456099.500000 Penalty: 5280.484863
	Iteration 35Q: 3 clusters Score -6456100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6456096.500000 Penalty: 5280.484863
	Iteration 36Q: 3 clusters Score -6456096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -6456098.000000 Penalty: 5280.484863
	Iteration 37Q: 3 clusters Score -6456098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -6456098.000000 Penalty: 5280.484863
	Iteration 38F: 3 clusters Score -6456098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Entering Unmasked Estep 
Score: -2372091.500000 Penalty: 2394.208008
	Iteration 0F: 2 clusters Score -2372092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2360828.750000 Penalty: 4788.416016
	Iteration 0F: 3 clusters Score -2360829 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2364312.750000 Penalty: 4788.416016
	Iteration 1F: 3 clusters Score -2364313 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2364664.000000 Penalty: 4788.416016
	Iteration 2F: 3 clusters Score -2364664 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2364924.750000 Penalty: 4788.416016
	Iteration 3Q: 3 clusters Score -2364925 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2365162.000000 Penalty: 4788.416016
	Iteration 4Q: 3 clusters Score -2365162 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2365388.250000 Penalty: 4788.416016
	Iteration 5Q: 3 clusters Score -2365388 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2365650.250000 Penalty: 4788.416016
	Iteration 6Q: 3 clusters Score -2365650 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2366024.750000 Penalty: 4788.416016
	Iteration 7Q: 3 clusters Score -2366025 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2366529.000000 Penalty: 4788.416016
	Iteration 8Q: 3 clusters Score -2366529 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2367163.500000 Penalty: 4788.416016
	Iteration 9F: 3 clusters Score -2367164 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2367746.000000 Penalty: 4788.416016
	Iteration 10F: 3 clusters Score -2367746 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2368184.000000 Penalty: 4788.416016
	Iteration 11F: 3 clusters Score -2368184 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2368517.750000 Penalty: 4788.416016
	Iteration 12Q: 3 clusters Score -2368518 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2368724.500000 Penalty: 4788.416016
	Iteration 13Q: 3 clusters Score -2368724 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2368873.250000 Penalty: 4788.416016
	Iteration 14Q: 3 clusters Score -2368873 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2368984.250000 Penalty: 4788.416016
	Iteration 15Q: 3 clusters Score -2368984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2369039.750000 Penalty: 4788.416016
	Iteration 16Q: 3 clusters Score -2369040 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2369081.000000 Penalty: 4788.416016
	Iteration 17Q: 3 clusters Score -2369081 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2369118.250000 Penalty: 4788.416016
	Iteration 18Q: 3 clusters Score -2369118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2369133.500000 Penalty: 4788.416016
	Iteration 19Q: 3 clusters Score -2369134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2369141.000000 Penalty: 4788.416016
	Iteration 20F: 3 clusters Score -2369141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2369153.500000 Penalty: 4788.416016
	Iteration 21Q: 3 clusters Score -2369154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2369155.750000 Penalty: 4788.416016
	Iteration 22Q: 3 clusters Score -2369156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2369170.500000 Penalty: 4788.416016
	Iteration 23Q: 3 clusters Score -2369170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2369165.750000 Penalty: 4788.416016
	Iteration 24Q: 3 clusters Score -2369166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2369170.000000 Penalty: 4788.416016
	Iteration 25Q: 3 clusters Score -2369170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2369178.250000 Penalty: 4788.416016
	Iteration 26Q: 3 clusters Score -2369178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2369179.000000 Penalty: 4788.416016
	Iteration 27Q: 3 clusters Score -2369179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2369185.750000 Penalty: 4788.416016
	Iteration 28Q: 3 clusters Score -2369186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2369181.500000 Penalty: 4788.416016
	Iteration 29Q: 3 clusters Score -2369182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2369181.750000 Penalty: 4788.416016
	Iteration 30Q: 3 clusters Score -2369182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2369188.000000 Penalty: 4788.416016
	Iteration 31Q: 3 clusters Score -2369188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2369185.750000 Penalty: 4788.416016
	Iteration 32Q: 3 clusters Score -2369186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2369193.750000 Penalty: 4788.416016
	Iteration 33Q: 3 clusters Score -2369194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2369190.000000 Penalty: 4788.416016
	Iteration 34Q: 3 clusters Score -2369190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2369191.250000 Penalty: 4788.416016
	Iteration 35Q: 3 clusters Score -2369191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2369193.500000 Penalty: 4788.416016
	Iteration 36Q: 3 clusters Score -2369194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2369198.000000 Penalty: 4788.416016
	Iteration 37Q: 3 clusters Score -2369198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2369196.500000 Penalty: 4788.416016
	Iteration 38Q: 3 clusters Score -2369196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2369200.250000 Penalty: 4788.416016
	Iteration 39Q: 3 clusters Score -2369200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2369193.000000 Penalty: 4788.416016
	Iteration 40F: 3 clusters Score -2369193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2369197.250000 Penalty: 4788.416016
	Iteration 41Q: 3 clusters Score -2369197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2369200.250000 Penalty: 4788.416016
	Iteration 42Q: 3 clusters Score -2369200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2369201.500000 Penalty: 4788.416016
	Iteration 43Q: 3 clusters Score -2369202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2369200.000000 Penalty: 4788.416016
	Iteration 44Q: 3 clusters Score -2369200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2369200.500000 Penalty: 4788.416016
	Iteration 45Q: 3 clusters Score -2369200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2369202.000000 Penalty: 4788.416016
	Iteration 46Q: 3 clusters Score -2369202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2369202.000000 Penalty: 4788.416016
	Iteration 47Q: 3 clusters Score -2369202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2369201.000000 Penalty: 4788.416016
	Iteration 48Q: 3 clusters Score -2369201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2369202.250000 Penalty: 4788.416016
	Iteration 49Q: 3 clusters Score -2369202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2369202.250000 Penalty: 4788.416016
	Iteration 50F: 3 clusters Score -2369202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Entering Unmasked Estep 
Score: -17340090.000000 Penalty: 2884.668945
	Iteration 0F: 2 clusters Score -1.734009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -17268538.000000 Penalty: 5769.337891
	Iteration 0F: 3 clusters Score -1.726854e+07 nChanged 53494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -17298840.000000 Penalty: 5769.337891
	Iteration 1F: 3 clusters Score -1.729884e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -17299570.000000 Penalty: 5769.337891
	Iteration 2Q: 3 clusters Score -1.729957e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -17300292.000000 Penalty: 5769.337891
	Iteration 3Q: 3 clusters Score -1.730029e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -17301130.000000 Penalty: 5769.337891
	Iteration 4Q: 3 clusters Score -1.730113e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -17302068.000000 Penalty: 5769.337891
	Iteration 5Q: 3 clusters Score -1.730207e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -17303462.000000 Penalty: 5769.337891
	Iteration 6Q: 3 clusters Score -1.730346e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -17305284.000000 Penalty: 5769.337891
	Iteration 7Q: 3 clusters Score -1.730528e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -17308068.000000 Penalty: 5769.337891
	Iteration 8Q: 3 clusters Score -1.730807e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -17311902.000000 Penalty: 5769.337891
	Iteration 9F: 3 clusters Score -1.73119e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -17317096.000000 Penalty: 5769.337891
	Iteration 10F: 3 clusters Score -1.73171e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -17322808.000000 Penalty: 5769.337891
	Iteration 11F: 3 clusters Score -1.732281e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89155 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -17327740.000000 Penalty: 5769.337891
	Iteration 12F: 3 clusters Score -1.732774e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -17331070.000000 Penalty: 5769.337891
	Iteration 13Q: 3 clusters Score -1.733107e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -17333140.000000 Penalty: 5769.337891
	Iteration 14Q: 3 clusters Score -1.733314e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -17334414.000000 Penalty: 5769.337891
	Iteration 15Q: 3 clusters Score -1.733441e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100676 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -17335182.000000 Penalty: 5769.337891
	Iteration 16Q: 3 clusters Score -1.733518e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -17335712.000000 Penalty: 5769.337891
	Iteration 17Q: 3 clusters Score -1.733571e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -17336134.000000 Penalty: 5769.337891
	Iteration 18Q: 3 clusters Score -1.733613e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -17336514.000000 Penalty: 5769.337891
	Iteration 19Q: 3 clusters Score -1.733651e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -17336720.000000 Penalty: 5769.337891
	Iteration 20F: 3 clusters Score -1.733672e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -17336960.000000 Penalty: 5769.337891
	Iteration 21Q: 3 clusters Score -1.733696e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -17337110.000000 Penalty: 5769.337891
	Iteration 22Q: 3 clusters Score -1.733711e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -17337300.000000 Penalty: 5769.337891
	Iteration 23Q: 3 clusters Score -1.73373e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -17337430.000000 Penalty: 5769.337891
	Iteration 24Q: 3 clusters Score -1.733743e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -17337546.000000 Penalty: 5769.337891
	Iteration 25Q: 3 clusters Score -1.733755e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -17337660.000000 Penalty: 5769.337891
	Iteration 26Q: 3 clusters Score -1.733766e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17337730.000000 Penalty: 5769.337891
	Iteration 27Q: 3 clusters Score -1.733773e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -17337770.000000 Penalty: 5769.337891
	Iteration 28Q: 3 clusters Score -1.733777e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -17337792.000000 Penalty: 5769.337891
	Iteration 29Q: 3 clusters Score -1.733779e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -17337798.000000 Penalty: 5769.337891
	Iteration 30Q: 3 clusters Score -1.73378e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17337838.000000 Penalty: 5769.337891
	Iteration 31Q: 3 clusters Score -1.733784e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110483 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -17337828.000000 Penalty: 5769.337891
	Iteration 32Q: 3 clusters Score -1.733783e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110553 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -17337848.000000 Penalty: 5769.337891
	Iteration 33Q: 3 clusters Score -1.733785e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -17337848.000000 Penalty: 5769.337891
	Iteration 34Q: 3 clusters Score -1.733785e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -17337838.000000 Penalty: 5769.337891
	Iteration 35Q: 3 clusters Score -1.733784e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -17337860.000000 Penalty: 5769.337891
	Iteration 36Q: 3 clusters Score -1.733786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -17337858.000000 Penalty: 5769.337891
	Iteration 37Q: 3 clusters Score -1.733786e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -17337874.000000 Penalty: 5769.337891
	Iteration 38Q: 3 clusters Score -1.733787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -17337884.000000 Penalty: 5769.337891
	Iteration 39Q: 3 clusters Score -1.733788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -17337892.000000 Penalty: 5769.337891
	Iteration 40F: 3 clusters Score -1.733789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -17337906.000000 Penalty: 5769.337891
	Iteration 41Q: 3 clusters Score -1.733791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -17337916.000000 Penalty: 5769.337891
	Iteration 42Q: 3 clusters Score -1.733792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -17337908.000000 Penalty: 5769.337891
	Iteration 43Q: 3 clusters Score -1.733791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17337924.000000 Penalty: 5769.337891
	Iteration 44Q: 3 clusters Score -1.733792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17337924.000000 Penalty: 5769.337891
	Iteration 45Q: 3 clusters Score -1.733792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110920 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -17337918.000000 Penalty: 5769.337891
	Iteration 46Q: 3 clusters Score -1.733792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -17337910.000000 Penalty: 5769.337891
	Iteration 47Q: 3 clusters Score -1.733791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17337912.000000 Penalty: 5769.337891
	Iteration 48Q: 3 clusters Score -1.733791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17337920.000000 Penalty: 5769.337891
	Iteration 49Q: 3 clusters Score -1.733792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -17337908.000000 Penalty: 5769.337891
	Iteration 50Q: 3 clusters Score -1.733791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110953 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -17337920.000000 Penalty: 5769.337891
	Iteration 51Q: 3 clusters Score -1.733792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110960 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -17337922.000000 Penalty: 5769.337891
	Iteration 52Q: 3 clusters Score -1.733792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -17337914.000000 Penalty: 5769.337891
	Iteration 53Q: 3 clusters Score -1.733791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110974 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -17337912.000000 Penalty: 5769.337891
	Iteration 54Q: 3 clusters Score -1.733791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -17337912.000000 Penalty: 5769.337891
	Iteration 55Q: 3 clusters Score -1.733791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17337924.000000 Penalty: 5769.337891
	Iteration 56Q: 3 clusters Score -1.733792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -17337924.000000 Penalty: 5769.337891
	Iteration 57Q: 3 clusters Score -1.733792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17337928.000000 Penalty: 5769.337891
	Iteration 58Q: 3 clusters Score -1.733793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111006 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -17337942.000000 Penalty: 5769.337891
	Iteration 59Q: 3 clusters Score -1.733794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -17337932.000000 Penalty: 5769.337891
	Iteration 60F: 3 clusters Score -1.733793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111009 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -17337928.000000 Penalty: 5769.337891
	Iteration 61Q: 3 clusters Score -1.733793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -17337942.000000 Penalty: 5769.337891
	Iteration 62Q: 3 clusters Score -1.733794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -17337940.000000 Penalty: 5769.337891
	Iteration 63Q: 3 clusters Score -1.733794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17337950.000000 Penalty: 5769.337891
	Iteration 64Q: 3 clusters Score -1.733795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17337950.000000 Penalty: 5769.337891
	Iteration 65F: 3 clusters Score -1.733795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18005.800781 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18124.203125 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18244.949219 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -18244.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18321.654297 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18321.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18406.214844 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18406.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18468.117188 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -18468.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18513.464844 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -18513.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18513.464844 Penalty: 2564.560059
	Iteration 7F: 3 clusters Score -18513.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33278.574219 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33278.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32182.894531 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32182.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32512.185547 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32512.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32799.597656 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32799.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -33007.417969 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -33007.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33071.273438 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -33071.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33158.585938 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -33158.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33272.484375 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -33272.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -33455.710938 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -33455.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33597.808594 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33597.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33671.187500 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33671.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33674.554688 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33674.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33674.554688 Penalty: 2829.076172
	Iteration 11F: 3 clusters Score -33674.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 208 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 92 members 
Entering Unmasked Estep 
Score: -104162120.000000 Penalty: 116792.445312
Splitting cluster 24 changes total score from -104163616.000000 to -104162120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -366230.062500 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -366230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -363241.750000 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -363241.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -363837.093750 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -363837.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -363980.093750 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -363980.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -364051.718750 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -364051.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -364098.343750 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -364098.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -364124.593750 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -364124.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -364141.781250 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -364141.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -364157.031250 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -364157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -364176.718750 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -364176.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -364191.593750 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -364191.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -364201.937500 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -364201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -364203.781250 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -364203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -364207.625000 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -364207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -364209.406250 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -364209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -364210.531250 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -364210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -364212.000000 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -364212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -364213.875000 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -364213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -364215.906250 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -364215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364218.031250 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -364218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364220.625000 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -364220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364221.093750 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -364221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -76327.632812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -76327.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74826.757812 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -74826.76 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75085.984375 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -75085.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75239.554688 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -75239.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75356.210938 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -75356.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75437.492188 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -75437.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75525.250000 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -75525.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75708.601562 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -75708.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75757.125000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -75757.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75785.796875 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -75785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75810.328125 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -75810.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75818.578125 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -75818.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75838.093750 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -75838.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75845.500000 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -75845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75862.210938 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -75862.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75877.750000 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -75877.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75877.750000 Penalty: 3152.629395
	Iteration 15F: 3 clusters Score -75877.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -1324972.000000 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -1324972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1318139.125000 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -1318139 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1319988.500000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -1319988 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1320264.125000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -1320264 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1320460.750000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -1320461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1320601.250000 Penalty: 4499.312012
	Iteration 4Q: 3 clusters Score -1320601 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1320702.750000 Penalty: 4499.312012
	Iteration 5Q: 3 clusters Score -1320703 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1320791.125000 Penalty: 4499.312012
	Iteration 6Q: 3 clusters Score -1320791 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1320865.000000 Penalty: 4499.312012
	Iteration 7Q: 3 clusters Score -1320865 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1320932.750000 Penalty: 4499.312012
	Iteration 8Q: 3 clusters Score -1320933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1321009.875000 Penalty: 4499.312012
	Iteration 9Q: 3 clusters Score -1321010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1321085.375000 Penalty: 4499.312012
	Iteration 10Q: 3 clusters Score -1321085 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1321177.125000 Penalty: 4499.312012
	Iteration 11Q: 3 clusters Score -1321177 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1321261.250000 Penalty: 4499.312012
	Iteration 12Q: 3 clusters Score -1321261 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1321334.125000 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -1321334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1321424.750000 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -1321425 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1321504.500000 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -1321504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1321579.125000 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -1321579 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1321648.500000 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -1321648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1321737.625000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -1321738 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1321819.000000 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -1321819 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1321894.375000 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -1321894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1321974.625000 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -1321975 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1322044.125000 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -1322044 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1322136.625000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -1322137 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1322205.875000 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -1322206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1322278.000000 Penalty: 4499.312012
	Iteration 25Q: 3 clusters Score -1322278 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1322336.875000 Penalty: 4499.312012
	Iteration 26Q: 3 clusters Score -1322337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1322370.250000 Penalty: 4499.312012
	Iteration 27Q: 3 clusters Score -1322370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1322410.000000 Penalty: 4499.312012
	Iteration 28Q: 3 clusters Score -1322410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1322432.125000 Penalty: 4499.312012
	Iteration 29Q: 3 clusters Score -1322432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1322457.375000 Penalty: 4499.312012
	Iteration 30Q: 3 clusters Score -1322457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1322465.375000 Penalty: 4499.312012
	Iteration 31Q: 3 clusters Score -1322465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1322474.000000 Penalty: 4499.312012
	Iteration 32Q: 3 clusters Score -1322474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1322485.250000 Penalty: 4499.312012
	Iteration 33Q: 3 clusters Score -1322485 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1322497.750000 Penalty: 4499.312012
	Iteration 34Q: 3 clusters Score -1322498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1322506.375000 Penalty: 4499.312012
	Iteration 35Q: 3 clusters Score -1322506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1322514.875000 Penalty: 4499.312012
	Iteration 36Q: 3 clusters Score -1322515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1322521.000000 Penalty: 4499.312012
	Iteration 37Q: 3 clusters Score -1322521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1322525.750000 Penalty: 4499.312012
	Iteration 38Q: 3 clusters Score -1322526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1322532.000000 Penalty: 4499.312012
	Iteration 39Q: 3 clusters Score -1322532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1322538.500000 Penalty: 4499.312012
	Iteration 40F: 3 clusters Score -1322538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1322543.875000 Penalty: 4499.312012
	Iteration 41Q: 3 clusters Score -1322544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1322547.625000 Penalty: 4499.312012
	Iteration 42Q: 3 clusters Score -1322548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1322550.375000 Penalty: 4499.312012
	Iteration 43Q: 3 clusters Score -1322550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1322552.625000 Penalty: 4499.312012
	Iteration 44Q: 3 clusters Score -1322553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1322554.000000 Penalty: 4499.312012
	Iteration 45Q: 3 clusters Score -1322554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1322555.250000 Penalty: 4499.312012
	Iteration 46Q: 3 clusters Score -1322555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1322554.625000 Penalty: 4499.312012
	Iteration 47Q: 3 clusters Score -1322555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1322558.000000 Penalty: 4499.312012
	Iteration 48Q: 3 clusters Score -1322558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1322558.750000 Penalty: 4499.312012
	Iteration 49Q: 3 clusters Score -1322559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1322558.750000 Penalty: 4499.312012
	Iteration 50F: 3 clusters Score -1322559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Entering Unmasked Estep 
Score: -3911658.750000 Penalty: 2519.369873
	Iteration 0F: 2 clusters Score -3911659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -3893694.250000 Penalty: 5038.739746
	Iteration 0F: 3 clusters Score -3893694 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3900004.500000 Penalty: 5038.739746
	Iteration 1F: 3 clusters Score -3900004 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3900409.000000 Penalty: 5038.739746
	Iteration 2Q: 3 clusters Score -3900409 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3900764.000000 Penalty: 5038.739746
	Iteration 3Q: 3 clusters Score -3900764 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3901079.750000 Penalty: 5038.739746
	Iteration 4Q: 3 clusters Score -3901080 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3901446.250000 Penalty: 5038.739746
	Iteration 5Q: 3 clusters Score -3901446 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3901896.750000 Penalty: 5038.739746
	Iteration 6Q: 3 clusters Score -3901897 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3902358.500000 Penalty: 5038.739746
	Iteration 7Q: 3 clusters Score -3902358 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3902922.500000 Penalty: 5038.739746
	Iteration 8Q: 3 clusters Score -3902922 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3903601.000000 Penalty: 5038.739746
	Iteration 9Q: 3 clusters Score -3903601 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3904420.250000 Penalty: 5038.739746
	Iteration 10F: 3 clusters Score -3904420 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3905416.750000 Penalty: 5038.739746
	Iteration 11F: 3 clusters Score -3905417 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3906526.000000 Penalty: 5038.739746
	Iteration 12F: 3 clusters Score -3906526 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3907540.500000 Penalty: 5038.739746
	Iteration 13Q: 3 clusters Score -3907540 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3908337.750000 Penalty: 5038.739746
	Iteration 14Q: 3 clusters Score -3908338 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3908818.000000 Penalty: 5038.739746
	Iteration 15Q: 3 clusters Score -3908818 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3909090.000000 Penalty: 5038.739746
	Iteration 16Q: 3 clusters Score -3909090 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3909270.250000 Penalty: 5038.739746
	Iteration 17Q: 3 clusters Score -3909270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3909395.250000 Penalty: 5038.739746
	Iteration 18Q: 3 clusters Score -3909395 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3909448.750000 Penalty: 5038.739746
	Iteration 19Q: 3 clusters Score -3909449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3909483.000000 Penalty: 5038.739746
	Iteration 20F: 3 clusters Score -3909483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3909503.500000 Penalty: 5038.739746
	Iteration 21Q: 3 clusters Score -3909504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3909522.000000 Penalty: 5038.739746
	Iteration 22Q: 3 clusters Score -3909522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3909536.750000 Penalty: 5038.739746
	Iteration 23Q: 3 clusters Score -3909537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3909545.000000 Penalty: 5038.739746
	Iteration 24Q: 3 clusters Score -3909545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3909549.250000 Penalty: 5038.739746
	Iteration 25Q: 3 clusters Score -3909549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3909554.250000 Penalty: 5038.739746
	Iteration 26Q: 3 clusters Score -3909554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3909563.000000 Penalty: 5038.739746
	Iteration 27Q: 3 clusters Score -3909563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3909562.250000 Penalty: 5038.739746
	Iteration 28Q: 3 clusters Score -3909562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3909558.000000 Penalty: 5038.739746
	Iteration 29Q: 3 clusters Score -3909558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3909566.000000 Penalty: 5038.739746
	Iteration 30Q: 3 clusters Score -3909566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3909566.500000 Penalty: 5038.739746
	Iteration 31Q: 3 clusters Score -3909566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3909566.500000 Penalty: 5038.739746
	Iteration 32F: 3 clusters Score -3909566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Entering Unmasked Estep 
Score: -17677020.000000 Penalty: 2889.186279
	Iteration 0F: 2 clusters Score -1.767702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -17604714.000000 Penalty: 5778.372559
	Iteration 0F: 3 clusters Score -1.760471e+07 nChanged 54645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -17636616.000000 Penalty: 5778.372559
	Iteration 1F: 3 clusters Score -1.763662e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -17637912.000000 Penalty: 5778.372559
	Iteration 2Q: 3 clusters Score -1.763791e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -17639770.000000 Penalty: 5778.372559
	Iteration 3Q: 3 clusters Score -1.763977e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -17642620.000000 Penalty: 5778.372559
	Iteration 4Q: 3 clusters Score -1.764262e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -17646634.000000 Penalty: 5778.372559
	Iteration 5F: 3 clusters Score -1.764663e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -17651584.000000 Penalty: 5778.372559
	Iteration 6F: 3 clusters Score -1.765158e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -17656794.000000 Penalty: 5778.372559
	Iteration 7F: 3 clusters Score -1.765679e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -17661656.000000 Penalty: 5778.372559
	Iteration 8F: 3 clusters Score -1.766166e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -17665266.000000 Penalty: 5778.372559
	Iteration 9Q: 3 clusters Score -1.766527e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -17667686.000000 Penalty: 5778.372559
	Iteration 10Q: 3 clusters Score -1.766769e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -17669200.000000 Penalty: 5778.372559
	Iteration 11Q: 3 clusters Score -1.76692e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -17670086.000000 Penalty: 5778.372559
	Iteration 12Q: 3 clusters Score -1.767009e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -17670864.000000 Penalty: 5778.372559
	Iteration 13Q: 3 clusters Score -1.767086e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -17671366.000000 Penalty: 5778.372559
	Iteration 14Q: 3 clusters Score -1.767137e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -17671888.000000 Penalty: 5778.372559
	Iteration 15Q: 3 clusters Score -1.767189e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 104568 members 
Entering Unmasked Estep 
Score: -17672238.000000 Penalty: 5778.372559
	Iteration 16Q: 3 clusters Score -1.767224e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -17672660.000000 Penalty: 5778.372559
	Iteration 17Q: 3 clusters Score -1.767266e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -17673074.000000 Penalty: 5778.372559
	Iteration 18Q: 3 clusters Score -1.767307e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -17673400.000000 Penalty: 5778.372559
	Iteration 19Q: 3 clusters Score -1.76734e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 108573 members 
Entering Unmasked Estep 
Score: -17673688.000000 Penalty: 5778.372559
	Iteration 20F: 3 clusters Score -1.767369e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 109286 members 
Entering Unmasked Estep 
Score: -17673866.000000 Penalty: 5778.372559
	Iteration 21Q: 3 clusters Score -1.767387e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -17673978.000000 Penalty: 5778.372559
	Iteration 22Q: 3 clusters Score -1.767398e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -17674116.000000 Penalty: 5778.372559
	Iteration 23Q: 3 clusters Score -1.767412e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -17674204.000000 Penalty: 5778.372559
	Iteration 24Q: 3 clusters Score -1.76742e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 111280 members 
Entering Unmasked Estep 
Score: -17674256.000000 Penalty: 5778.372559
	Iteration 25Q: 3 clusters Score -1.767426e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -17674382.000000 Penalty: 5778.372559
	Iteration 26Q: 3 clusters Score -1.767438e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -17674462.000000 Penalty: 5778.372559
	Iteration 27Q: 3 clusters Score -1.767446e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 112090 members 
Entering Unmasked Estep 
Score: -17674514.000000 Penalty: 5778.372559
	Iteration 28Q: 3 clusters Score -1.767451e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -17674556.000000 Penalty: 5778.372559
	Iteration 29Q: 3 clusters Score -1.767456e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -17674620.000000 Penalty: 5778.372559
	Iteration 30Q: 3 clusters Score -1.767462e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 112552 members 
Entering Unmasked Estep 
Score: -17674642.000000 Penalty: 5778.372559
	Iteration 31Q: 3 clusters Score -1.767464e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -17674670.000000 Penalty: 5778.372559
	Iteration 32Q: 3 clusters Score -1.767467e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -17674700.000000 Penalty: 5778.372559
	Iteration 33Q: 3 clusters Score -1.76747e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -17674704.000000 Penalty: 5778.372559
	Iteration 34Q: 3 clusters Score -1.76747e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -17674732.000000 Penalty: 5778.372559
	Iteration 35Q: 3 clusters Score -1.767473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -17674736.000000 Penalty: 5778.372559
	Iteration 36Q: 3 clusters Score -1.767474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 112949 members 
Entering Unmasked Estep 
Score: -17674746.000000 Penalty: 5778.372559
	Iteration 37Q: 3 clusters Score -1.767475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -17674756.000000 Penalty: 5778.372559
	Iteration 38Q: 3 clusters Score -1.767476e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -17674774.000000 Penalty: 5778.372559
	Iteration 39Q: 3 clusters Score -1.767477e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -17674754.000000 Penalty: 5778.372559
	Iteration 40F: 3 clusters Score -1.767475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -17674790.000000 Penalty: 5778.372559
	Iteration 41Q: 3 clusters Score -1.767479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -17674796.000000 Penalty: 5778.372559
	Iteration 42Q: 3 clusters Score -1.76748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -17674804.000000 Penalty: 5778.372559
	Iteration 43Q: 3 clusters Score -1.76748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -17674796.000000 Penalty: 5778.372559
	Iteration 44Q: 3 clusters Score -1.76748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -17674812.000000 Penalty: 5778.372559
	Iteration 45Q: 3 clusters Score -1.767481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 113172 members 
Entering Unmasked Estep 
Score: -17674806.000000 Penalty: 5778.372559
	Iteration 46Q: 3 clusters Score -1.767481e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -17674822.000000 Penalty: 5778.372559
	Iteration 47Q: 3 clusters Score -1.767482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -17674800.000000 Penalty: 5778.372559
	Iteration 48Q: 3 clusters Score -1.76748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -17674800.000000 Penalty: 5778.372559
	Iteration 49Q: 3 clusters Score -1.76748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -17674812.000000 Penalty: 5778.372559
	Iteration 50Q: 3 clusters Score -1.767481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -17674828.000000 Penalty: 5778.372559
	Iteration 51Q: 3 clusters Score -1.767483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -17674820.000000 Penalty: 5778.372559
	Iteration 52Q: 3 clusters Score -1.767482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -17674814.000000 Penalty: 5778.372559
	Iteration 53Q: 3 clusters Score -1.767481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -17674814.000000 Penalty: 5778.372559
	Iteration 54Q: 3 clusters Score -1.767481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -17674816.000000 Penalty: 5778.372559
	Iteration 55Q: 3 clusters Score -1.767482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -17674820.000000 Penalty: 5778.372559
	Iteration 56Q: 3 clusters Score -1.767482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -17674820.000000 Penalty: 5778.372559
	Iteration 57F: 3 clusters Score -1.767482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111240.703125 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111240.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111527.445312 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111527.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111710.179688 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -111710.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111841.296875 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -111841.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112029.195312 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -112029.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112311.054688 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -112311.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112428.609375 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -112428.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112471.023438 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -112471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112530.000000 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -112530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -112566.921875 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -112566.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112591.617188 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -112591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112600.343750 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -112600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112606.882812 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -112606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112629.007812 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -112629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112648.593750 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -112648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -112657.703125 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -112657.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -112664.679688 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -112664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112667.156250 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -112667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -112674.148438 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -112674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112678.585938 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -112678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112680.406250 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -112680.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1259167.500000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1259168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1252591.375000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1252591 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1254399.750000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1254400 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1254699.750000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1254700 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1254897.250000 Penalty: 4477.282227
	Iteration 3Q: 3 clusters Score -1254897 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1255052.000000 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -1255052 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1255174.000000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -1255174 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1255290.625000 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -1255291 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1255402.125000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -1255402 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1255534.250000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1255534 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1255693.000000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1255693 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1255846.500000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1255846 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1256001.750000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1256002 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1256180.125000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1256180 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1256395.625000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1256396 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1256631.875000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1256632 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1256821.625000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1256822 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1256970.875000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1256971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1257076.125000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1257076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1257139.250000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1257139 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1257184.125000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1257184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1257214.875000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1257215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1257238.125000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1257238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1257269.000000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1257269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1257292.750000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1257293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1257314.375000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1257314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1257331.000000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1257331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1257341.125000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1257341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1257349.250000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1257349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1257357.375000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1257357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1257361.625000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1257362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1257369.875000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1257370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1257374.625000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1257375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1257378.875000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1257379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1257380.000000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1257380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1257385.250000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1257385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1257388.000000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1257388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1257391.250000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1257391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1257397.250000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1257397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1257398.750000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1257399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1257401.625000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1257402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1257403.500000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1257404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1257404.875000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -1257405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1257407.500000 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -1257408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1257410.750000 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -1257411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1257412.000000 Penalty: 4477.282227
	Iteration 44Q: 3 clusters Score -1257412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1257410.750000 Penalty: 4477.282227
	Iteration 45Q: 3 clusters Score -1257411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1257410.750000 Penalty: 4477.282227
	Iteration 46F: 3 clusters Score -1257411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -91975.703125 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -91975.7 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 397 members 
Entering Unmasked Estep 
Score: -90301.531250 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -90301.53 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90599.132812 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -90599.13 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90753.648438 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -90753.65 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90939.578125 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -90939.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91103.476562 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -91103.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91270.578125 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -91270.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -91382.515625 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -91382.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91505.320312 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -91505.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91588.281250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -91588.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91625.671875 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -91625.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91657.421875 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -91657.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -91675.945312 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -91675.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91691.250000 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -91691.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91713.234375 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -91713.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91715.632812 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -91715.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91721.070312 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -91721.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91735.320312 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -91735.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91740.468750 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -91740.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91741.898438 Penalty: 3313.081299
	Iteration 18F: 3 clusters Score -91741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91748.875000 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -91748.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91754.945312 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -91754.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91756.765625 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -91756.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91758.570312 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -91758.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91759.992188 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -91759.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91759.992188 Penalty: 3313.081299
	Iteration 24F: 3 clusters Score -91759.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -27824.238281 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -27824.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26662.361328 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -26662.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26761.082031 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -26761.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26837.425781 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -26837.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26842.957031 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -26842.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26842.957031 Penalty: 2672.979736
	Iteration 4F: 3 clusters Score -26842.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -86665.265625 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -86665.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85010.914062 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -85010.91 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85249.921875 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -85249.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85340.625000 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -85340.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85407.710938 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -85407.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85458.585938 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -85458.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85520.539062 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -85520.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85566.914062 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -85566.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85620.070312 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -85620.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85647.578125 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -85647.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85671.398438 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -85671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85706.117188 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -85706.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85738.898438 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -85738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85753.570312 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -85753.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85758.625000 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -85758.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85760.398438 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -85760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85763.781250 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -85763.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85770.101562 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -85770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85770.101562 Penalty: 3210.283691
	Iteration 17F: 3 clusters Score -85770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171606 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15299 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35209 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112615 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114685 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 113455.515625
Iteration 279Q: 35 clusters Score -1.041636e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171591 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35208 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112617 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114696 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163576.000000 Penalty: 113455.515625
Iteration 280F: 35 clusters Score -1.041636e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171553 members 
Mstep: Class 6 contains 37054 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35210 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112639 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25817 members 
Mstep: Class 29 contains 114706 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163680.000000 Penalty: 113455.515625
Iteration 281Q: 35 clusters Score -1.041637e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171525 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112647 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 114721 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163712.000000 Penalty: 113455.515625
Iteration 282Q: 35 clusters Score -1.041637e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171503 members 
Mstep: Class 6 contains 37055 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112654 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 114739 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163640.000000 Penalty: 113455.515625
Iteration 283Q: 35 clusters Score -1.041636e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171478 members 
Mstep: Class 6 contains 37056 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5466 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35214 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112664 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114754 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 113455.515625
Iteration 284Q: 35 clusters Score -1.041636e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171463 members 
Mstep: Class 6 contains 37057 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5467 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112671 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 114758 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163608.000000 Penalty: 113455.515625
Iteration 285Q: 35 clusters Score -1.041636e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171447 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35218 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112672 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 114768 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163600.000000 Penalty: 113455.515625
Iteration 286Q: 35 clusters Score -1.041636e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 171433 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15305 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42032 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112673 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 114773 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163592.000000 Penalty: 113455.515625
Iteration 287Q: 35 clusters Score -1.041636e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171424 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112666 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 25811 members 
Mstep: Class 29 contains 114788 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163680.000000 Penalty: 113455.515625
Iteration 288Q: 35 clusters Score -1.041637e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171420 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112667 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 114791 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163672.000000 Penalty: 113455.515625
Iteration 289Q: 35 clusters Score -1.041637e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171415 members 
Mstep: Class 6 contains 37062 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15307 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42032 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112670 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114797 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163656.000000 Penalty: 113455.515625
Iteration 290Q: 35 clusters Score -1.041637e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171405 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42032 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112666 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114807 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163664.000000 Penalty: 113455.515625
Iteration 291Q: 35 clusters Score -1.041637e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 171398 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20170 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42032 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112660 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114819 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 292Q: 35 clusters Score -1.041638e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4083 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171397 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112657 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114821 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163680.000000 Penalty: 113455.515625
Iteration 293Q: 35 clusters Score -1.041637e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171387 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112664 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114825 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163704.000000 Penalty: 113455.515625
Iteration 294Q: 35 clusters Score -1.041637e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18571 members 
Mstep: Class 5 contains 171374 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 15309 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5469 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112663 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114835 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 113455.515625
Iteration 295Q: 35 clusters Score -1.041636e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 171374 members 
Mstep: Class 6 contains 37064 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112658 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114840 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 113455.515625
Iteration 296Q: 35 clusters Score -1.041637e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 171373 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112647 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114847 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163656.000000 Penalty: 113455.515625
Iteration 297Q: 35 clusters Score -1.041637e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 171366 members 
Mstep: Class 6 contains 37066 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35219 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112641 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114860 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163664.000000 Penalty: 113455.515625
Iteration 298Q: 35 clusters Score -1.041637e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 171359 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35219 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112643 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114863 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163664.000000 Penalty: 113455.515625
Iteration 299Q: 35 clusters Score -1.041637e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 171351 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42034 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112644 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114866 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163680.000000 Penalty: 113455.515625
Iteration 300F: 35 clusters Score -1.041637e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 171343 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42034 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112645 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114874 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163632.000000 Penalty: 113455.515625
Iteration 301Q: 35 clusters Score -1.041636e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171338 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42034 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112648 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114876 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163688.000000 Penalty: 113455.515625
Iteration 302Q: 35 clusters Score -1.041637e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42034 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112648 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114878 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 113455.515625
Iteration 303Q: 35 clusters Score -1.041636e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171340 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42035 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112644 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114880 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163624.000000 Penalty: 113455.515625
Iteration 304Q: 35 clusters Score -1.041636e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171339 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112645 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114880 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163648.000000 Penalty: 113455.515625
Iteration 305Q: 35 clusters Score -1.041636e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171343 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112637 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114883 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163696.000000 Penalty: 113455.515625
Iteration 306Q: 35 clusters Score -1.041637e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171343 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112634 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114886 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163632.000000 Penalty: 113455.515625
Iteration 307Q: 35 clusters Score -1.041636e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171346 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112630 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114886 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163672.000000 Penalty: 113455.515625
Iteration 308Q: 35 clusters Score -1.041637e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 171348 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112628 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25809 members 
Mstep: Class 29 contains 114888 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163656.000000 Penalty: 113455.515625
Iteration 309Q: 35 clusters Score -1.041637e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 171349 members 
Mstep: Class 6 contains 37066 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112625 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 114889 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 113455.515625
Iteration 310Q: 35 clusters Score -1.041637e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 171350 members 
Mstep: Class 6 contains 37068 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112621 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114890 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163728.000000 Penalty: 113455.515625
Iteration 311Q: 35 clusters Score -1.041637e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 171356 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112616 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114888 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163688.000000 Penalty: 113455.515625
Iteration 312Q: 35 clusters Score -1.041637e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 171360 members 
Mstep: Class 6 contains 37069 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112610 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114889 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163664.000000 Penalty: 113455.515625
Iteration 313Q: 35 clusters Score -1.041637e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171360 members 
Mstep: Class 6 contains 37072 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112607 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114888 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163728.000000 Penalty: 113455.515625
Iteration 314Q: 35 clusters Score -1.041637e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112601 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114890 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 113455.515625
Iteration 315Q: 35 clusters Score -1.041637e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171362 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112600 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114889 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163696.000000 Penalty: 113455.515625
Iteration 316Q: 35 clusters Score -1.041637e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171363 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20172 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114891 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163712.000000 Penalty: 113455.515625
Iteration 317Q: 35 clusters Score -1.041637e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171364 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114892 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 113455.515625
Iteration 318Q: 35 clusters Score -1.041637e+08 nChanged 5
Entering ConstructFrom: 
Score: -104163720.000000 Penalty: 113455.515625
Entering ConstructFrom: 
Trying to split cluster 1 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -662402.375000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -662402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -657833.812500 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -657833.8 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -659084.750000 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -659084.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -659405.812500 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -659405.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -659673.375000 Penalty: 4234.641602
	Iteration 3F: 3 clusters Score -659673.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -659903.750000 Penalty: 4234.641602
	Iteration 4F: 3 clusters Score -659903.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -660138.937500 Penalty: 4234.641602
	Iteration 5F: 3 clusters Score -660138.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -660323.750000 Penalty: 4234.641602
	Iteration 6Q: 3 clusters Score -660323.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -660487.312500 Penalty: 4234.641602
	Iteration 7Q: 3 clusters Score -660487.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -660652.437500 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -660652.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -660822.937500 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -660822.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -661022.312500 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -661022.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -661236.312500 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -661236.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -661433.750000 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -661433.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -661578.437500 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -661578.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -661701.000000 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -661701 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -661820.437500 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -661820.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -661911.750000 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -661911.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -662014.125000 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -662014.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -662111.812500 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -662111.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -662226.312500 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -662226.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -662334.937500 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -662334.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -662427.687500 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -662427.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -662504.625000 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -662504.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -662554.062500 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -662554.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -662604.562500 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -662604.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -662654.250000 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -662654.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -662689.250000 Penalty: 4234.641602
	Iteration 26Q: 3 clusters Score -662689.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -662715.062500 Penalty: 4234.641602
	Iteration 27Q: 3 clusters Score -662715.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -662731.000000 Penalty: 4234.641602
	Iteration 28Q: 3 clusters Score -662731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -662743.750000 Penalty: 4234.641602
	Iteration 29Q: 3 clusters Score -662743.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -662754.625000 Penalty: 4234.641602
	Iteration 30Q: 3 clusters Score -662754.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -662763.437500 Penalty: 4234.641602
	Iteration 31Q: 3 clusters Score -662763.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -662773.562500 Penalty: 4234.641602
	Iteration 32Q: 3 clusters Score -662773.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -662782.937500 Penalty: 4234.641602
	Iteration 33Q: 3 clusters Score -662782.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -662787.375000 Penalty: 4234.641602
	Iteration 34Q: 3 clusters Score -662787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -662794.812500 Penalty: 4234.641602
	Iteration 35Q: 3 clusters Score -662794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -662799.937500 Penalty: 4234.641602
	Iteration 36Q: 3 clusters Score -662799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -662804.250000 Penalty: 4234.641602
	Iteration 37Q: 3 clusters Score -662804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -662805.062500 Penalty: 4234.641602
	Iteration 38Q: 3 clusters Score -662805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -662807.062500 Penalty: 4234.641602
	Iteration 39Q: 3 clusters Score -662807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662808.000000 Penalty: 4234.641602
	Iteration 40F: 3 clusters Score -662808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -662808.375000 Penalty: 4234.641602
	Iteration 41Q: 3 clusters Score -662808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -662811.375000 Penalty: 4234.641602
	Iteration 42Q: 3 clusters Score -662811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -662810.625000 Penalty: 4234.641602
	Iteration 43Q: 3 clusters Score -662810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -662811.437500 Penalty: 4234.641602
	Iteration 44Q: 3 clusters Score -662811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -662812.625000 Penalty: 4234.641602
	Iteration 45Q: 3 clusters Score -662812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -662812.437500 Penalty: 4234.641602
	Iteration 46Q: 3 clusters Score -662812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -662813.312500 Penalty: 4234.641602
	Iteration 47Q: 3 clusters Score -662813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -662815.937500 Penalty: 4234.641602
	Iteration 48Q: 3 clusters Score -662815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -662814.625000 Penalty: 4234.641602
	Iteration 49Q: 3 clusters Score -662814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -662817.625000 Penalty: 4234.641602
	Iteration 50Q: 3 clusters Score -662817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -662819.125000 Penalty: 4234.641602
	Iteration 51Q: 3 clusters Score -662819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -662819.375000 Penalty: 4234.641602
	Iteration 52Q: 3 clusters Score -662819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -662820.750000 Penalty: 4234.641602
	Iteration 53Q: 3 clusters Score -662820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -662822.187500 Penalty: 4234.641602
	Iteration 54Q: 3 clusters Score -662822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -662821.875000 Penalty: 4234.641602
	Iteration 55Q: 3 clusters Score -662821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -662823.375000 Penalty: 4234.641602
	Iteration 56Q: 3 clusters Score -662823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -662824.000000 Penalty: 4234.641602
	Iteration 57Q: 3 clusters Score -662824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -662823.687500 Penalty: 4234.641602
	Iteration 58Q: 3 clusters Score -662823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -662824.000000 Penalty: 4234.641602
	Iteration 59Q: 3 clusters Score -662824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -662824.000000 Penalty: 4234.641602
	Iteration 60F: 3 clusters Score -662824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 3390 members 
Entering Unmasked Estep 
Score: -104162968.000000 Penalty: 116792.445312
Splitting cluster 1 changes total score from -104163720.000000 to -104162968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -596518.437500 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -596518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -592614.250000 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -592614.2 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -593833.187500 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -593833.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -594587.062500 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -594587.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -595519.625000 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -595519.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -596305.625000 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -596305.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -596802.812500 Penalty: 4123.914062
	Iteration 5F: 3 clusters Score -596802.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -597115.125000 Penalty: 4123.914062
	Iteration 6Q: 3 clusters Score -597115.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -597285.500000 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -597285.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -597349.812500 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -597349.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -597372.625000 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -597372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -597381.937500 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -597381.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -597387.125000 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -597387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -597390.937500 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -597390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -597391.375000 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -597391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -597391.750000 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -597391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -597391.750000 Penalty: 4123.914062
	Iteration 15F: 3 clusters Score -597391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 2191 members 
Entering Unmasked Estep 
Score: -104163320.000000 Penalty: 116792.445312
Splitting cluster 2 changes total score from -104163720.000000 to -104163320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -638788.437500 Penalty: 2080.955322
	Iteration 0F: 2 clusters Score -638788.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -634589.437500 Penalty: 4161.910645
	Iteration 0F: 3 clusters Score -634589.4 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -635556.750000 Penalty: 4161.910645
	Iteration 1F: 3 clusters Score -635556.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -635708.687500 Penalty: 4161.910645
	Iteration 2F: 3 clusters Score -635708.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -635806.875000 Penalty: 4161.910645
	Iteration 3Q: 3 clusters Score -635806.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -635912.000000 Penalty: 4161.910645
	Iteration 4Q: 3 clusters Score -635912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -636011.625000 Penalty: 4161.910645
	Iteration 5Q: 3 clusters Score -636011.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -636101.812500 Penalty: 4161.910645
	Iteration 6Q: 3 clusters Score -636101.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -636185.375000 Penalty: 4161.910645
	Iteration 7Q: 3 clusters Score -636185.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -636266.687500 Penalty: 4161.910645
	Iteration 8Q: 3 clusters Score -636266.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -636362.812500 Penalty: 4161.910645
	Iteration 9Q: 3 clusters Score -636362.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -636466.187500 Penalty: 4161.910645
	Iteration 10Q: 3 clusters Score -636466.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -636599.250000 Penalty: 4161.910645
	Iteration 11Q: 3 clusters Score -636599.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -636740.000000 Penalty: 4161.910645
	Iteration 12Q: 3 clusters Score -636740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -636869.500000 Penalty: 4161.910645
	Iteration 13Q: 3 clusters Score -636869.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -636980.062500 Penalty: 4161.910645
	Iteration 14Q: 3 clusters Score -636980.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -637110.750000 Penalty: 4161.910645
	Iteration 15Q: 3 clusters Score -637110.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -637210.250000 Penalty: 4161.910645
	Iteration 16Q: 3 clusters Score -637210.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -637292.687500 Penalty: 4161.910645
	Iteration 17Q: 3 clusters Score -637292.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -637337.750000 Penalty: 4161.910645
	Iteration 18Q: 3 clusters Score -637337.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -637364.875000 Penalty: 4161.910645
	Iteration 19Q: 3 clusters Score -637364.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -637387.562500 Penalty: 4161.910645
	Iteration 20F: 3 clusters Score -637387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -637400.375000 Penalty: 4161.910645
	Iteration 21Q: 3 clusters Score -637400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -637404.312500 Penalty: 4161.910645
	Iteration 22Q: 3 clusters Score -637404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -637414.125000 Penalty: 4161.910645
	Iteration 23Q: 3 clusters Score -637414.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -637419.000000 Penalty: 4161.910645
	Iteration 24Q: 3 clusters Score -637419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -637427.250000 Penalty: 4161.910645
	Iteration 25Q: 3 clusters Score -637427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -637437.437500 Penalty: 4161.910645
	Iteration 26Q: 3 clusters Score -637437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -637445.500000 Penalty: 4161.910645
	Iteration 27Q: 3 clusters Score -637445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -637453.687500 Penalty: 4161.910645
	Iteration 28Q: 3 clusters Score -637453.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -637459.125000 Penalty: 4161.910645
	Iteration 29Q: 3 clusters Score -637459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -637465.187500 Penalty: 4161.910645
	Iteration 30Q: 3 clusters Score -637465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -637467.687500 Penalty: 4161.910645
	Iteration 31Q: 3 clusters Score -637467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -637470.500000 Penalty: 4161.910645
	Iteration 32Q: 3 clusters Score -637470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -637471.437500 Penalty: 4161.910645
	Iteration 33Q: 3 clusters Score -637471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -637471.437500 Penalty: 4161.910645
	Iteration 34F: 3 clusters Score -637471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Entering Unmasked Estep 
Score: -2836950.250000 Penalty: 2437.760498
	Iteration 0F: 2 clusters Score -2836950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2823709.250000 Penalty: 4875.520996
	Iteration 0F: 3 clusters Score -2823709 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2828119.250000 Penalty: 4875.520996
	Iteration 1F: 3 clusters Score -2828119 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2828510.250000 Penalty: 4875.520996
	Iteration 2F: 3 clusters Score -2828510 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2828836.500000 Penalty: 4875.520996
	Iteration 3Q: 3 clusters Score -2828836 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2829145.500000 Penalty: 4875.520996
	Iteration 4Q: 3 clusters Score -2829146 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2829486.250000 Penalty: 4875.520996
	Iteration 5Q: 3 clusters Score -2829486 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2829791.750000 Penalty: 4875.520996
	Iteration 6Q: 3 clusters Score -2829792 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2830068.750000 Penalty: 4875.520996
	Iteration 7Q: 3 clusters Score -2830069 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2830322.750000 Penalty: 4875.520996
	Iteration 8Q: 3 clusters Score -2830323 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2830583.750000 Penalty: 4875.520996
	Iteration 9Q: 3 clusters Score -2830584 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2830850.000000 Penalty: 4875.520996
	Iteration 10Q: 3 clusters Score -2830850 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2831137.750000 Penalty: 4875.520996
	Iteration 11Q: 3 clusters Score -2831138 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2831476.500000 Penalty: 4875.520996
	Iteration 12Q: 3 clusters Score -2831476 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2831788.750000 Penalty: 4875.520996
	Iteration 13Q: 3 clusters Score -2831789 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2832140.500000 Penalty: 4875.520996
	Iteration 14Q: 3 clusters Score -2832140 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2832449.750000 Penalty: 4875.520996
	Iteration 15Q: 3 clusters Score -2832450 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2832736.000000 Penalty: 4875.520996
	Iteration 16Q: 3 clusters Score -2832736 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2833020.750000 Penalty: 4875.520996
	Iteration 17Q: 3 clusters Score -2833021 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2833307.500000 Penalty: 4875.520996
	Iteration 18Q: 3 clusters Score -2833308 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2833642.750000 Penalty: 4875.520996
	Iteration 19Q: 3 clusters Score -2833643 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2834058.250000 Penalty: 4875.520996
	Iteration 20F: 3 clusters Score -2834058 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2834480.750000 Penalty: 4875.520996
	Iteration 21Q: 3 clusters Score -2834481 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2834705.750000 Penalty: 4875.520996
	Iteration 22Q: 3 clusters Score -2834706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2834862.750000 Penalty: 4875.520996
	Iteration 23Q: 3 clusters Score -2834863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2834929.500000 Penalty: 4875.520996
	Iteration 24Q: 3 clusters Score -2834930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2834977.250000 Penalty: 4875.520996
	Iteration 25Q: 3 clusters Score -2834977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2835000.750000 Penalty: 4875.520996
	Iteration 26Q: 3 clusters Score -2835001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2835021.500000 Penalty: 4875.520996
	Iteration 27Q: 3 clusters Score -2835022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2835044.750000 Penalty: 4875.520996
	Iteration 28Q: 3 clusters Score -2835045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2835054.750000 Penalty: 4875.520996
	Iteration 29Q: 3 clusters Score -2835055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2835067.250000 Penalty: 4875.520996
	Iteration 30Q: 3 clusters Score -2835067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2835070.500000 Penalty: 4875.520996
	Iteration 31Q: 3 clusters Score -2835070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2835081.000000 Penalty: 4875.520996
	Iteration 32Q: 3 clusters Score -2835081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2835083.750000 Penalty: 4875.520996
	Iteration 33Q: 3 clusters Score -2835084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2835083.500000 Penalty: 4875.520996
	Iteration 34Q: 3 clusters Score -2835084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2835082.750000 Penalty: 4875.520996
	Iteration 35Q: 3 clusters Score -2835083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2835085.500000 Penalty: 4875.520996
	Iteration 36Q: 3 clusters Score -2835086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2835082.500000 Penalty: 4875.520996
	Iteration 37Q: 3 clusters Score -2835082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2835086.000000 Penalty: 4875.520996
	Iteration 38Q: 3 clusters Score -2835086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2835085.500000 Penalty: 4875.520996
	Iteration 39Q: 3 clusters Score -2835086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2835092.000000 Penalty: 4875.520996
	Iteration 40F: 3 clusters Score -2835092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2835087.000000 Penalty: 4875.520996
	Iteration 41Q: 3 clusters Score -2835087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2835087.750000 Penalty: 4875.520996
	Iteration 42Q: 3 clusters Score -2835088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2835093.500000 Penalty: 4875.520996
	Iteration 43Q: 3 clusters Score -2835094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2835098.750000 Penalty: 4875.520996
	Iteration 44Q: 3 clusters Score -2835099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2835096.500000 Penalty: 4875.520996
	Iteration 45Q: 3 clusters Score -2835096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2835102.500000 Penalty: 4875.520996
	Iteration 46Q: 3 clusters Score -2835102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2835103.000000 Penalty: 4875.520996
	Iteration 47Q: 3 clusters Score -2835103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2835103.000000 Penalty: 4875.520996
	Iteration 48F: 3 clusters Score -2835103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171361 members 
Entering Unmasked Estep 
Score: -26324758.000000 Penalty: 2988.779053
	Iteration 0F: 2 clusters Score -2.632476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -26219522.000000 Penalty: 5977.558105
	Iteration 0F: 3 clusters Score -2.621952e+07 nChanged 82154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -26266886.000000 Penalty: 5977.558105
	Iteration 1F: 3 clusters Score -2.626689e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -26268636.000000 Penalty: 5977.558105
	Iteration 2Q: 3 clusters Score -2.626864e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -26271018.000000 Penalty: 5977.558105
	Iteration 3Q: 3 clusters Score -2.627102e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105835 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -26275084.000000 Penalty: 5977.558105
	Iteration 4F: 3 clusters Score -2.627508e+07 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -26281822.000000 Penalty: 5977.558105
	Iteration 5F: 3 clusters Score -2.628182e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131590 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -26292684.000000 Penalty: 5977.558105
	Iteration 6F: 3 clusters Score -2.629268e+07 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -26305110.000000 Penalty: 5977.558105
	Iteration 7F: 3 clusters Score -2.630511e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -26314932.000000 Penalty: 5977.558105
	Iteration 8F: 3 clusters Score -2.631493e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167633 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -26319854.000000 Penalty: 5977.558105
	Iteration 9Q: 3 clusters Score -2.631985e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170217 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -26321472.000000 Penalty: 5977.558105
	Iteration 10Q: 3 clusters Score -2.632147e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -26321838.000000 Penalty: 5977.558105
	Iteration 11Q: 3 clusters Score -2.632184e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26321972.000000 Penalty: 5977.558105
	Iteration 12Q: 3 clusters Score -2.632197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171161 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26322100.000000 Penalty: 5977.558105
	Iteration 13Q: 3 clusters Score -2.63221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171176 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26322124.000000 Penalty: 5977.558105
	Iteration 14Q: 3 clusters Score -2.632212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26322132.000000 Penalty: 5977.558105
	Iteration 15Q: 3 clusters Score -2.632213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26322142.000000 Penalty: 5977.558105
	Iteration 16Q: 3 clusters Score -2.632214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26322142.000000 Penalty: 5977.558105
	Iteration 17Q: 3 clusters Score -2.632214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26322140.000000 Penalty: 5977.558105
	Iteration 18Q: 3 clusters Score -2.632214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26322150.000000 Penalty: 5977.558105
	Iteration 19Q: 3 clusters Score -2.632215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171183 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26322150.000000 Penalty: 5977.558105
	Iteration 20F: 3 clusters Score -2.632215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Entering Unmasked Estep 
Score: -5613862.000000 Penalty: 2609.119873
	Iteration 0F: 2 clusters Score -5613862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5588700.000000 Penalty: 5218.239746
	Iteration 0F: 3 clusters Score -5588700 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5597995.500000 Penalty: 5218.239746
	Iteration 1F: 3 clusters Score -5597996 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5598609.000000 Penalty: 5218.239746
	Iteration 2Q: 3 clusters Score -5598609 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5599153.000000 Penalty: 5218.239746
	Iteration 3Q: 3 clusters Score -5599153 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5599743.500000 Penalty: 5218.239746
	Iteration 4Q: 3 clusters Score -5599744 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5600332.000000 Penalty: 5218.239746
	Iteration 5Q: 3 clusters Score -5600332 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5600979.000000 Penalty: 5218.239746
	Iteration 6Q: 3 clusters Score -5600979 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5601759.500000 Penalty: 5218.239746
	Iteration 7Q: 3 clusters Score -5601760 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5602690.500000 Penalty: 5218.239746
	Iteration 8Q: 3 clusters Score -5602690 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5604031.500000 Penalty: 5218.239746
	Iteration 9F: 3 clusters Score -5604032 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -5605545.000000 Penalty: 5218.239746
	Iteration 10F: 3 clusters Score -5605545 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5607165.000000 Penalty: 5218.239746
	Iteration 11F: 3 clusters Score -5607165 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -5608670.000000 Penalty: 5218.239746
	Iteration 12F: 3 clusters Score -5608670 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5609872.000000 Penalty: 5218.239746
	Iteration 13Q: 3 clusters Score -5609872 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5610564.500000 Penalty: 5218.239746
	Iteration 14Q: 3 clusters Score -5610564 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -5611000.500000 Penalty: 5218.239746
	Iteration 15Q: 3 clusters Score -5611000 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5611210.500000 Penalty: 5218.239746
	Iteration 16Q: 3 clusters Score -5611210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5611350.000000 Penalty: 5218.239746
	Iteration 17Q: 3 clusters Score -5611350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5611423.000000 Penalty: 5218.239746
	Iteration 18Q: 3 clusters Score -5611423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5611470.500000 Penalty: 5218.239746
	Iteration 19Q: 3 clusters Score -5611470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5611504.500000 Penalty: 5218.239746
	Iteration 20F: 3 clusters Score -5611504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -5611538.500000 Penalty: 5218.239746
	Iteration 21Q: 3 clusters Score -5611538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5611548.500000 Penalty: 5218.239746
	Iteration 22Q: 3 clusters Score -5611548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5611568.000000 Penalty: 5218.239746
	Iteration 23Q: 3 clusters Score -5611568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5611588.000000 Penalty: 5218.239746
	Iteration 24Q: 3 clusters Score -5611588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -5611598.000000 Penalty: 5218.239746
	Iteration 25Q: 3 clusters Score -5611598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -5611603.500000 Penalty: 5218.239746
	Iteration 26Q: 3 clusters Score -5611604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5611610.000000 Penalty: 5218.239746
	Iteration 27Q: 3 clusters Score -5611610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -5611619.500000 Penalty: 5218.239746
	Iteration 28Q: 3 clusters Score -5611620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -5611626.000000 Penalty: 5218.239746
	Iteration 29Q: 3 clusters Score -5611626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5611626.000000 Penalty: 5218.239746
	Iteration 30Q: 3 clusters Score -5611626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5611630.000000 Penalty: 5218.239746
	Iteration 31Q: 3 clusters Score -5611630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5611633.500000 Penalty: 5218.239746
	Iteration 32Q: 3 clusters Score -5611634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5611633.500000 Penalty: 5218.239746
	Iteration 33F: 3 clusters Score -5611634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -135029.906250 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -135029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133272.140625 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -133272.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133687.703125 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -133687.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -133837.281250 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -133837.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133917.984375 Penalty: 3427.237549
	Iteration 3Q: 3 clusters Score -133918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133989.328125 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -133989.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134052.375000 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -134052.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134125.937500 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -134125.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134163.656250 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -134163.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134193.515625 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -134193.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134223.875000 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -134223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134251.687500 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -134251.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134270.656250 Penalty: 3427.237549
	Iteration 11Q: 3 clusters Score -134270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134283.390625 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -134283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134289.640625 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -134289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134293.000000 Penalty: 3427.237549
	Iteration 14Q: 3 clusters Score -134293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -134296.625000 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -134296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134302.531250 Penalty: 3427.237549
	Iteration 16Q: 3 clusters Score -134302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134305.484375 Penalty: 3427.237549
	Iteration 17Q: 3 clusters Score -134305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134307.234375 Penalty: 3427.237549
	Iteration 18Q: 3 clusters Score -134307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134308.515625 Penalty: 3427.237549
	Iteration 19Q: 3 clusters Score -134308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -134310.796875 Penalty: 3427.237549
	Iteration 20F: 3 clusters Score -134310.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88237.421875 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88237.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86900.789062 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86900.79 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87904.429688 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87904.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -88213.617188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -88213.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -88413.937500 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -88413.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -88502.820312 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -88502.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -88565.937500 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -88565.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -88627.031250 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -88627.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88642.585938 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -88642.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -88646.242188 Penalty: 3274.210205
	Iteration 8F: 3 clusters Score -88646.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -88667.960938 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -88667.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -88683.726562 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -88683.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88716.023438 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -88716.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -88751.335938 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -88751.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -88770.015625 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -88770.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -88777.867188 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -88777.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88779.960938 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -88779.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88779.960938 Penalty: 3274.210205
	Iteration 16F: 3 clusters Score -88779.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 151 members 
Entering Unmasked Estep 
Score: -104162584.000000 Penalty: 116792.445312
Splitting cluster 8 changes total score from -104163720.000000 to -104162584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1941663.125000 Penalty: 2366.010010
	Iteration 0F: 2 clusters Score -1941663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1931556.000000 Penalty: 4732.020020
	Iteration 0F: 3 clusters Score -1931556 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1935054 nChanged 1108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1935883.125000 Penalty: 4732.020020
	Iteration 2F: 3 clusters Score -1935883 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1936708.125000 Penalty: 4732.020020
	Iteration 3F: 3 clusters Score -1936708 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1937485.500000 Penalty: 4732.020020
	Iteration 4F: 3 clusters Score -1937486 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1938138.875000 Penalty: 4732.020020
	Iteration 5F: 3 clusters Score -1938139 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1938665.000000 Penalty: 4732.020020
	Iteration 6F: 3 clusters Score -1938665 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1939038.875000 Penalty: 4732.020020
	Iteration 7Q: 3 clusters Score -1939039 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1939303.125000 Penalty: 4732.020020
	Iteration 8Q: 3 clusters Score -1939303 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1939493.500000 Penalty: 4732.020020
	Iteration 9Q: 3 clusters Score -1939494 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1939627 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1939724.875000 Penalty: 4732.020020
	Iteration 11Q: 3 clusters Score -1939725 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1939807.500000 Penalty: 4732.020020
	Iteration 12Q: 3 clusters Score -1939808 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1939863.375000 Penalty: 4732.020020
	Iteration 13Q: 3 clusters Score -1939863 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1939901.375000 Penalty: 4732.020020
	Iteration 14Q: 3 clusters Score -1939901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1939940.000000 Penalty: 4732.020020
	Iteration 15Q: 3 clusters Score -1939940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1939966.625000 Penalty: 4732.020020
	Iteration 16Q: 3 clusters Score -1939967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1939990.500000 Penalty: 4732.020020
	Iteration 17Q: 3 clusters Score -1939990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1940012.500000 Penalty: 4732.020020
	Iteration 18Q: 3 clusters Score -1940012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1940025.375000 Penalty: 4732.020020
	Iteration 19Q: 3 clusters Score -1940025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1940038.625000 Penalty: 4732.020020
	Iteration 20F: 3 clusters Score -1940039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1940044.125000 Penalty: 4732.020020
	Iteration 21Q: 3 clusters Score -1940044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1940051.875000 Penalty: 4732.020020
	Iteration 22Q: 3 clusters Score -1940052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1940064.250000 Penalty: 4732.020020
	Iteration 23Q: 3 clusters Score -1940064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1940073.625000 Penalty: 4732.020020
	Iteration 24Q: 3 clusters Score -1940074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1940083.375000 Penalty: 4732.020020
	Iteration 25Q: 3 clusters Score -1940083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1940096.000000 Penalty: 4732.020020
	Iteration 26Q: 3 clusters Score -1940096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1940094.750000 Penalty: 4732.020020
	Iteration 27Q: 3 clusters Score -1940095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1940095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1940107.625000 Penalty: 4732.020020
	Iteration 29Q: 3 clusters Score -1940108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1940114.125000 Penalty: 4732.020020
	Iteration 30Q: 3 clusters Score -1940114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1940114.750000 Penalty: 4732.020020
	Iteration 31Q: 3 clusters Score -1940115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1940125.125000 Penalty: 4732.020020
	Iteration 32Q: 3 clusters Score -1940125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1940136.875000 Penalty: 4732.020020
	Iteration 33Q: 3 clusters Score -1940137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1940137.125000 Penalty: 4732.020020
	Iteration 34Q: 3 clusters Score -1940137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1940140.125000 Penalty: 4732.020020
	Iteration 35Q: 3 clusters Score -1940140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1940142.625000 Penalty: 4732.020020
	Iteration 36Q: 3 clusters Score -1940143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1940148.125000 Penalty: 4732.020020
	Iteration 37Q: 3 clusters Score -1940148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1940151.625000 Penalty: 4732.020020
	Iteration 38Q: 3 clusters Score -1940152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1940155.000000 Penalty: 4732.020020
	Iteration 39Q: 3 clusters Score -1940155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1940152.625000 Penalty: 4732.020020
	Iteration 40F: 3 clusters Score -1940153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1940153.500000 Penalty: 4732.020020
	Iteration 41Q: 3 clusters Score -1940154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1940156.125000 Penalty: 4732.020020
	Iteration 42Q: 3 clusters Score -1940156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1940160.125000 Penalty: 4732.020020
	Iteration 43Q: 3 clusters Score -1940160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1940156.375000 Penalty: 4732.020020
	Iteration 44Q: 3 clusters Score -1940156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1940157.625000 Penalty: 4732.020020
	Iteration 45Q: 3 clusters Score -1940158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1940154.875000 Penalty: 4732.020020
	Iteration 46Q: 3 clusters Score -1940155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1940163.875000 Penalty: 4732.020020
	Iteration 47Q: 3 clusters Score -1940164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1940164.625000 Penalty: 4732.020020
	Iteration 48Q: 3 clusters Score -1940165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1940164.375000 Penalty: 4732.020020
	Iteration 49Q: 3 clusters Score -1940164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1940164.625000 Penalty: 4732.020020
	Iteration 50Q: 3 clusters Score -1940165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1940170.625000 Penalty: 4732.020020
	Iteration 51Q: 3 clusters Score -1940171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1940168.000000 Penalty: 4732.020020
	Iteration 52Q: 3 clusters Score -1940168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1940173.625000 Penalty: 4732.020020
	Iteration 53Q: 3 clusters Score -1940174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1940182.375000 Penalty: 4732.020020
	Iteration 54Q: 3 clusters Score -1940182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1940180.750000 Penalty: 4732.020020
	Iteration 55Q: 3 clusters Score -1940181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1940180.375000 Penalty: 4732.020020
	Iteration 56Q: 3 clusters Score -1940180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1940182.000000 Penalty: 4732.020020
	Iteration 57Q: 3 clusters Score -1940182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1940188.125000 Penalty: 4732.020020
	Iteration 58Q: 3 clusters Score -1940188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1940189.750000 Penalty: 4732.020020
	Iteration 59Q: 3 clusters Score -1940190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1940192.125000 Penalty: 4732.020020
	Iteration 60F: 3 clusters Score -1940192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1940192.875000 Penalty: 4732.020020
	Iteration 61Q: 3 clusters Score -1940193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1940194.625000 Penalty: 4732.020020
	Iteration 62Q: 3 clusters Score -1940195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1940197.875000 Penalty: 4732.020020
	Iteration 63Q: 3 clusters Score -1940198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1940201.375000 Penalty: 4732.020020
	Iteration 64Q: 3 clusters Score -1940201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1940205.625000 Penalty: 4732.020020
	Iteration 65Q: 3 clusters Score -1940206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1940205.375000 Penalty: 4732.020020
	Iteration 66Q: 3 clusters Score -1940205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1940205.625000 Penalty: 4732.020020
	Iteration 67Q: 3 clusters Score -1940206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1940207.000000 Penalty: 4732.020020
	Iteration 68Q: 3 clusters Score -1940207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1940206.750000 Penalty: 4732.020020
	Iteration 69Q: 3 clusters Score -1940207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1940210.625000 Penalty: 4732.020020
	Iteration 70Q: 3 clusters Score -1940211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1940209.750000 Penalty: 4732.020020
	Iteration 71Q: 3 clusters Score -1940210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1940210.625000 Penalty: 4732.020020
	Iteration 72Q: 3 clusters Score -1940211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1940216.250000 Penalty: 4732.020020
	Iteration 73Q: 3 clusters Score -1940216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1940211.625000 Penalty: 4732.020020
	Iteration 74Q: 3 clusters Score -1940212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1940212.250000 Penalty: 4732.020020
	Iteration 75Q: 3 clusters Score -1940212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1940214.750000 Penalty: 4732.020020
	Iteration 76Q: 3 clusters Score -1940215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1940213.000000 Penalty: 4732.020020
	Iteration 77Q: 3 clusters Score -1940213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1940213.625000 Penalty: 4732.020020
	Iteration 78Q: 3 clusters Score -1940214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1940213.375000 Penalty: 4732.020020
	Iteration 79Q: 3 clusters Score -1940213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1940220.250000 Penalty: 4732.020020
	Iteration 80F: 3 clusters Score -1940220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1940224.625000 Penalty: 4732.020020
	Iteration 81Q: 3 clusters Score -1940225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1940224.250000 Penalty: 4732.020020
	Iteration 82Q: 3 clusters Score -1940224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1940224.875000 Penalty: 4732.020020
	Iteration 83Q: 3 clusters Score -1940225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1940225.250000 Penalty: 4732.020020
	Iteration 84Q: 3 clusters Score -1940225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1940228.500000 Penalty: 4732.020020
	Iteration 85Q: 3 clusters Score -1940228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1940230.750000 Penalty: 4732.020020
	Iteration 86Q: 3 clusters Score -1940231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1940231.125000 Penalty: 4732.020020
	Iteration 87Q: 3 clusters Score -1940231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1940232.500000 Penalty: 4732.020020
	Iteration 88Q: 3 clusters Score -1940232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1940231.875000 Penalty: 4732.020020
	Iteration 89Q: 3 clusters Score -1940232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1940232.500000 Penalty: 4732.020020
	Iteration 90Q: 3 clusters Score -1940232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1940232.875000 Penalty: 4732.020020
	Iteration 91Q: 3 clusters Score -1940233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1940232.875000 Penalty: 4732.020020
	Iteration 92F: 3 clusters Score -1940233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Entering Unmasked Estep 
Score: -2327679.500000 Penalty: 2389.857422
	Iteration 0F: 2 clusters Score -2327680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2316678.750000 Penalty: 4779.714844
	Iteration 0F: 3 clusters Score -2316679 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2320239.250000 Penalty: 4779.714844
	Iteration 1F: 3 clusters Score -2320239 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2320677.000000 Penalty: 4779.714844
	Iteration 2F: 3 clusters Score -2320677 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2321059.750000 Penalty: 4779.714844
	Iteration 3Q: 3 clusters Score -2321060 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2321545.750000 Penalty: 4779.714844
	Iteration 4Q: 3 clusters Score -2321546 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2322097.750000 Penalty: 4779.714844
	Iteration 5F: 3 clusters Score -2322098 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2322754.000000 Penalty: 4779.714844
	Iteration 6F: 3 clusters Score -2322754 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2323529.750000 Penalty: 4779.714844
	Iteration 7F: 3 clusters Score -2323530 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2324340.500000 Penalty: 4779.714844
	Iteration 8F: 3 clusters Score -2324340 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2325118.000000 Penalty: 4779.714844
	Iteration 9F: 3 clusters Score -2325118 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2325764.500000 Penalty: 4779.714844
	Iteration 10F: 3 clusters Score -2325764 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2326251.750000 Penalty: 4779.714844
	Iteration 11Q: 3 clusters Score -2326252 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2326581.000000 Penalty: 4779.714844
	Iteration 12Q: 3 clusters Score -2326581 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2326762.000000 Penalty: 4779.714844
	Iteration 13Q: 3 clusters Score -2326762 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2326871.500000 Penalty: 4779.714844
	Iteration 14Q: 3 clusters Score -2326872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2326945.750000 Penalty: 4779.714844
	Iteration 15Q: 3 clusters Score -2326946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2326995.000000 Penalty: 4779.714844
	Iteration 16Q: 3 clusters Score -2326995 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2327031.750000 Penalty: 4779.714844
	Iteration 17Q: 3 clusters Score -2327032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2327078.500000 Penalty: 4779.714844
	Iteration 18Q: 3 clusters Score -2327078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2327104.750000 Penalty: 4779.714844
	Iteration 19Q: 3 clusters Score -2327105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2327142.500000 Penalty: 4779.714844
	Iteration 20F: 3 clusters Score -2327142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2327157.000000 Penalty: 4779.714844
	Iteration 21Q: 3 clusters Score -2327157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2327173.250000 Penalty: 4779.714844
	Iteration 22Q: 3 clusters Score -2327173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2327193.000000 Penalty: 4779.714844
	Iteration 23Q: 3 clusters Score -2327193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2327224.500000 Penalty: 4779.714844
	Iteration 24Q: 3 clusters Score -2327224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2327242.750000 Penalty: 4779.714844
	Iteration 25Q: 3 clusters Score -2327243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2327259.000000 Penalty: 4779.714844
	Iteration 26Q: 3 clusters Score -2327259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2327266.500000 Penalty: 4779.714844
	Iteration 27Q: 3 clusters Score -2327266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2327277.750000 Penalty: 4779.714844
	Iteration 28Q: 3 clusters Score -2327278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2327284.750000 Penalty: 4779.714844
	Iteration 29Q: 3 clusters Score -2327285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2327291.000000 Penalty: 4779.714844
	Iteration 30Q: 3 clusters Score -2327291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2327291.750000 Penalty: 4779.714844
	Iteration 31Q: 3 clusters Score -2327292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2327294.750000 Penalty: 4779.714844
	Iteration 32Q: 3 clusters Score -2327295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2327292.500000 Penalty: 4779.714844
	Iteration 33Q: 3 clusters Score -2327292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2327294.000000 Penalty: 4779.714844
	Iteration 34Q: 3 clusters Score -2327294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2327296.000000 Penalty: 4779.714844
	Iteration 35Q: 3 clusters Score -2327296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2327296.000000 Penalty: 4779.714844
	Iteration 36F: 3 clusters Score -2327296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 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 316 members 
Entering Unmasked Estep 
Score: -85678.351562 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85678.35 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85983.500000 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85983.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86128.531250 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86128.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86208.742188 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -86208.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86300.906250 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86300.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86406.367188 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86406.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86475.179688 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86475.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86531.859375 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86531.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -86589.859375 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86589.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86739.562500 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86739.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86917.750000 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86917.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87053.125000 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -87053.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -87230.320312 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -87230.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87261.890625 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -87261.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87362.492188 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -87362.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87381.007812 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -87381.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87396.320312 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -87396.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87423.882812 Penalty: 3194.709473
	Iteration 17Q: 3 clusters Score -87423.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87461.007812 Penalty: 3194.709473
	Iteration 18Q: 3 clusters Score -87461.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87499.640625 Penalty: 3194.709473
	Iteration 19Q: 3 clusters Score -87499.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87550.523438 Penalty: 3194.709473
	Iteration 20F: 3 clusters Score -87550.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87588.703125 Penalty: 3194.709473
	Iteration 21Q: 3 clusters Score -87588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87608.500000 Penalty: 3194.709473
	Iteration 22Q: 3 clusters Score -87608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87608.500000 Penalty: 3194.709473
	Iteration 23F: 3 clusters Score -87608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 325 members 
Entering Unmasked Estep 
Score: -104162440.000000 Penalty: 116792.445312
Splitting cluster 11 changes total score from -104163720.000000 to -104162440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -349784.437500 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -349784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -346836.375000 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -346836.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -347481.187500 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -347481.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -347664.718750 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -347664.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -347761.968750 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -347762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -347835.187500 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -347835.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -347891.375000 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -347891.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -347930.468750 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -347930.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -347963.562500 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -347963.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -347991.750000 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -347991.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -348020.281250 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -348020.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -348066.718750 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -348066.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -348128.562500 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -348128.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -348219.937500 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -348219.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -348330.500000 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -348330.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -348430.843750 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -348430.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -348504.093750 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -348504.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -348557.687500 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -348557.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -348602.750000 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -348602.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -348637.906250 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -348637.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -348677.281250 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -348677.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -348718.625000 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -348718.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -348762.031250 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -348762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -348805.843750 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -348805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -348839.562500 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -348839.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -348867.968750 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -348868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -348891.343750 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -348891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -348917.625000 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -348917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -348942.406250 Penalty: 3877.941406
	Iteration 27Q: 3 clusters Score -348942.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -348953.687500 Penalty: 3877.941406
	Iteration 28Q: 3 clusters Score -348953.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -348968.187500 Penalty: 3877.941406
	Iteration 29Q: 3 clusters Score -348968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -348985.843750 Penalty: 3877.941406
	Iteration 30Q: 3 clusters Score -348985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -348995.593750 Penalty: 3877.941406
	Iteration 31Q: 3 clusters Score -348995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -349000.156250 Penalty: 3877.941406
	Iteration 32Q: 3 clusters Score -349000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -349005.062500 Penalty: 3877.941406
	Iteration 33Q: 3 clusters Score -349005.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349007.468750 Penalty: 3877.941406
	Iteration 34Q: 3 clusters Score -349007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349008.625000 Penalty: 3877.941406
	Iteration 35Q: 3 clusters Score -349008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -349009.625000 Penalty: 3877.941406
	Iteration 36Q: 3 clusters Score -349009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -349010.281250 Penalty: 3877.941406
	Iteration 37Q: 3 clusters Score -349010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -349010.968750 Penalty: 3877.941406
	Iteration 38Q: 3 clusters Score -349011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -349011.812500 Penalty: 3877.941406
	Iteration 39Q: 3 clusters Score -349011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -349011.812500 Penalty: 3877.941406
	Iteration 40F: 3 clusters Score -349011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -904415.687500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -904415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -899237.125000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -899237.1 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -900596.250000 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -900596.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -900847.562500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -900847.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -901052.000000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -901052 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -901236.187500 Penalty: 4326.964844
	Iteration 4Q: 3 clusters Score -901236.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -901380.375000 Penalty: 4326.964844
	Iteration 5Q: 3 clusters Score -901380.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -901533.187500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -901533.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -901685.875000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -901685.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -901816.125000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -901816.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -901947.375000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -901947.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -902090.625000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -902090.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -902245.312500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -902245.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -902401.562500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -902401.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -902527.562500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -902527.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -902628.125000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -902628.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -902712.687500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -902712.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -902786.250000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -902786.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -902843.250000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -902843.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -902878.562500 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -902878.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -902904.687500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -902904.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -902928.687500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -902928.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -902948.312500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -902948.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -902956.562500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -902956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -902963.812500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -902963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -902967.187500 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -902967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -902970.437500 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -902970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -902969.687500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -902969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -902970.875000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -902970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -902971.812500 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -902971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -902972.750000 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -902972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -902973.625000 Penalty: 4326.964844
	Iteration 30Q: 3 clusters Score -902973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -902973.750000 Penalty: 4326.964844
	Iteration 31Q: 3 clusters Score -902973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -902974.937500 Penalty: 4326.964844
	Iteration 32Q: 3 clusters Score -902974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -902974.937500 Penalty: 4326.964844
	Iteration 33F: 3 clusters Score -902974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -598306.062500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -598306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -594403.625000 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -594403.6 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -595314.875000 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -595314.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -595568.812500 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -595568.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -595814.437500 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -595814.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -596102.500000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -596102.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -596434.812500 Penalty: 4120.989258
	Iteration 5F: 3 clusters Score -596434.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -596773.625000 Penalty: 4120.989258
	Iteration 6F: 3 clusters Score -596773.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -597060.437500 Penalty: 4120.989258
	Iteration 7F: 3 clusters Score -597060.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -597241.687500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -597241.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -597349.562500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -597349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -597397.000000 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -597397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -597420.625000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -597420.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -597439.500000 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -597439.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -597448.375000 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -597448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -597454.937500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -597454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -597461.250000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -597461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -597466.312500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -597466.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -597469.875000 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -597469.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -597471.500000 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -597471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -597472.437500 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -597472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -597471.812500 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -597471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -358168.218750 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -358168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -355334.281250 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -355334.3 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -355851.968750 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -355852 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -355961.125000 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -355961.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -356049.093750 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -356049.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -356128.406250 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -356128.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -356232.437500 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -356232.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -356380.468750 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -356380.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -356558.000000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -356558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356701.375000 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -356701.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -356811.781250 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -356811.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -356905.500000 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -356905.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -356978.468750 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -356978.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -357047.468750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -357047.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -357098.281250 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -357098.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -357132.031250 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -357132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -357164.031250 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -357164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -357196.718750 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -357196.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -357229.218750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -357229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -357248.812500 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -357248.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -357270.343750 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -357270.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -357296.093750 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -357296.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -357329.406250 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -357329.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -357354.531250 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -357354.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -357369.125000 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -357369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -357385.343750 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -357385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -357398.281250 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -357398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -357408.750000 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -357408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -357417.531250 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -357417.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -357426.281250 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -357426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -357431.250000 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -357431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -357436.468750 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -357436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -357436.468750 Penalty: 3849.614258
	Iteration 31F: 3 clusters Score -357436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -795080.250000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -795080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -790261.750000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -790261.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -791644.375000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -791644.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -791973.562500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -791973.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -792251.812500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -792251.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -792460.562500 Penalty: 4268.907715
	Iteration 4F: 3 clusters Score -792460.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -792612.812500 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -792612.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -792730.000000 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -792730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -792850.625000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -792850.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -792961.937500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -792961.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -793067.500000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -793067.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -793144.500000 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -793144.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -793204.687500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -793204.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -793260.937500 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -793260.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -793310.750000 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -793310.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -793344.687500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -793344.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -793378.937500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -793378.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -793421.375000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -793421.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -793480.687500 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -793480.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -793546.812500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -793546.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -793607.187500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -793607.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -793655.875000 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -793655.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -793690.312500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -793690.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -793720.500000 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -793720.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -793752.937500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -793752.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -793788.625000 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -793788.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -793839.250000 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -793839.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -793860.875000 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -793860.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -793879.687500 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -793879.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -793895.062500 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -793895.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -793908.750000 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -793908.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -793919.437500 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -793919.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -793926.187500 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -793926.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -793933.187500 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -793933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -793940.562500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -793940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -793946.937500 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -793946.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -793952.000000 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -793952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -793958.562500 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -793958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -793967.250000 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -793967.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -793969.000000 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -793969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -793972.875000 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -793972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -793971.750000 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -793971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -793972.812500 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -793972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -793973.375000 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -793973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -793974.375000 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -793974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -793975.125000 Penalty: 4268.907715
	Iteration 44Q: 3 clusters Score -793975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -793975.125000 Penalty: 4268.907715
	Iteration 45F: 3 clusters Score -793975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Entering Unmasked Estep 
Score: -2907806.250000 Penalty: 2458.200928
	Iteration 0F: 2 clusters Score -2907806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2893786.000000 Penalty: 4916.401855
	Iteration 0F: 3 clusters Score -2893786 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2898611.250000 Penalty: 4916.401855
	Iteration 1F: 3 clusters Score -2898611 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2899298.500000 Penalty: 4916.401855
	Iteration 2F: 3 clusters Score -2899298 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2899929.750000 Penalty: 4916.401855
	Iteration 3F: 3 clusters Score -2899930 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2900548.250000 Penalty: 4916.401855
	Iteration 4F: 3 clusters Score -2900548 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2901204.750000 Penalty: 4916.401855
	Iteration 5F: 3 clusters Score -2901205 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2901794.250000 Penalty: 4916.401855
	Iteration 6F: 3 clusters Score -2901794 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2902317.500000 Penalty: 4916.401855
	Iteration 7Q: 3 clusters Score -2902318 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2902832.000000 Penalty: 4916.401855
	Iteration 8Q: 3 clusters Score -2902832 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2903287.000000 Penalty: 4916.401855
	Iteration 9Q: 3 clusters Score -2903287 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2903607.750000 Penalty: 4916.401855
	Iteration 10Q: 3 clusters Score -2903608 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2903877.500000 Penalty: 4916.401855
	Iteration 11Q: 3 clusters Score -2903878 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2904151.750000 Penalty: 4916.401855
	Iteration 12Q: 3 clusters Score -2904152 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2904404.250000 Penalty: 4916.401855
	Iteration 13Q: 3 clusters Score -2904404 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2904676.500000 Penalty: 4916.401855
	Iteration 14Q: 3 clusters Score -2904676 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2904919.500000 Penalty: 4916.401855
	Iteration 15Q: 3 clusters Score -2904920 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2905116.000000 Penalty: 4916.401855
	Iteration 16Q: 3 clusters Score -2905116 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2905261.000000 Penalty: 4916.401855
	Iteration 17Q: 3 clusters Score -2905261 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2905366.750000 Penalty: 4916.401855
	Iteration 18Q: 3 clusters Score -2905367 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2905437.250000 Penalty: 4916.401855
	Iteration 19Q: 3 clusters Score -2905437 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2905507.500000 Penalty: 4916.401855
	Iteration 20F: 3 clusters Score -2905508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2905565.500000 Penalty: 4916.401855
	Iteration 21Q: 3 clusters Score -2905566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2905625.000000 Penalty: 4916.401855
	Iteration 22Q: 3 clusters Score -2905625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2905672.750000 Penalty: 4916.401855
	Iteration 23Q: 3 clusters Score -2905673 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2905709.500000 Penalty: 4916.401855
	Iteration 24Q: 3 clusters Score -2905710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2905737.500000 Penalty: 4916.401855
	Iteration 25Q: 3 clusters Score -2905738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2905761.000000 Penalty: 4916.401855
	Iteration 26Q: 3 clusters Score -2905761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2905805.500000 Penalty: 4916.401855
	Iteration 27Q: 3 clusters Score -2905806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2905847.250000 Penalty: 4916.401855
	Iteration 28Q: 3 clusters Score -2905847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2905872.000000 Penalty: 4916.401855
	Iteration 29Q: 3 clusters Score -2905872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2905899.000000 Penalty: 4916.401855
	Iteration 30Q: 3 clusters Score -2905899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2905909.000000 Penalty: 4916.401855
	Iteration 31Q: 3 clusters Score -2905909 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2905929.250000 Penalty: 4916.401855
	Iteration 32Q: 3 clusters Score -2905929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2905946.000000 Penalty: 4916.401855
	Iteration 33Q: 3 clusters Score -2905946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2905961.250000 Penalty: 4916.401855
	Iteration 34Q: 3 clusters Score -2905961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2905977.250000 Penalty: 4916.401855
	Iteration 35Q: 3 clusters Score -2905977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2906002.250000 Penalty: 4916.401855
	Iteration 36Q: 3 clusters Score -2906002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2906014.750000 Penalty: 4916.401855
	Iteration 37Q: 3 clusters Score -2906015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2906023.750000 Penalty: 4916.401855
	Iteration 38Q: 3 clusters Score -2906024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2906023.750000 Penalty: 4916.401855
	Iteration 39Q: 3 clusters Score -2906024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2906039.750000 Penalty: 4916.401855
	Iteration 40F: 3 clusters Score -2906040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2906049.500000 Penalty: 4916.401855
	Iteration 41Q: 3 clusters Score -2906050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2906058.250000 Penalty: 4916.401855
	Iteration 42Q: 3 clusters Score -2906058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2906066.250000 Penalty: 4916.401855
	Iteration 43Q: 3 clusters Score -2906066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2906069.250000 Penalty: 4916.401855
	Iteration 44Q: 3 clusters Score -2906069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2906074.500000 Penalty: 4916.401855
	Iteration 45Q: 3 clusters Score -2906074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2906080.250000 Penalty: 4916.401855
	Iteration 46Q: 3 clusters Score -2906080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2906089.750000 Penalty: 4916.401855
	Iteration 47Q: 3 clusters Score -2906090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2906089.750000 Penalty: 4916.401855
	Iteration 48Q: 3 clusters Score -2906090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2906091.250000 Penalty: 4916.401855
	Iteration 49Q: 3 clusters Score -2906091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2906095.750000 Penalty: 4916.401855
	Iteration 50Q: 3 clusters Score -2906096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2906097.250000 Penalty: 4916.401855
	Iteration 51Q: 3 clusters Score -2906097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2906102.750000 Penalty: 4916.401855
	Iteration 52Q: 3 clusters Score -2906103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2906108.500000 Penalty: 4916.401855
	Iteration 53Q: 3 clusters Score -2906108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2906106.750000 Penalty: 4916.401855
	Iteration 54Q: 3 clusters Score -2906107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2906108.500000 Penalty: 4916.401855
	Iteration 55Q: 3 clusters Score -2906108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2906110.000000 Penalty: 4916.401855
	Iteration 56Q: 3 clusters Score -2906110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2906112.250000 Penalty: 4916.401855
	Iteration 57Q: 3 clusters Score -2906112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2906117.000000 Penalty: 4916.401855
	Iteration 58Q: 3 clusters Score -2906117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2906119.250000 Penalty: 4916.401855
	Iteration 59Q: 3 clusters Score -2906119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2906124.500000 Penalty: 4916.401855
	Iteration 60F: 3 clusters Score -2906124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2906121.000000 Penalty: 4916.401855
	Iteration 61Q: 3 clusters Score -2906121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2906124.500000 Penalty: 4916.401855
	Iteration 62Q: 3 clusters Score -2906124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2906125.500000 Penalty: 4916.401855
	Iteration 63Q: 3 clusters Score -2906126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2906126.500000 Penalty: 4916.401855
	Iteration 64Q: 3 clusters Score -2906126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2906128.250000 Penalty: 4916.401855
	Iteration 65Q: 3 clusters Score -2906128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2906130.250000 Penalty: 4916.401855
	Iteration 66Q: 3 clusters Score -2906130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2906127.500000 Penalty: 4916.401855
	Iteration 67Q: 3 clusters Score -2906128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2906127.500000 Penalty: 4916.401855
	Iteration 68F: 3 clusters Score -2906128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Entering Unmasked Estep 
Score: -2301889.500000 Penalty: 2389.014160
	Iteration 0F: 2 clusters Score -2301890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2290962.000000 Penalty: 4778.028320
	Iteration 0F: 3 clusters Score -2290962 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2295045.250000 Penalty: 4778.028320
	Iteration 1F: 3 clusters Score -2295045 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2296013.750000 Penalty: 4778.028320
	Iteration 2F: 3 clusters Score -2296014 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2296812.750000 Penalty: 4778.028320
	Iteration 3F: 3 clusters Score -2296813 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2297548.250000 Penalty: 4778.028320
	Iteration 4F: 3 clusters Score -2297548 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2298288.500000 Penalty: 4778.028320
	Iteration 5F: 3 clusters Score -2298288 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2298960.250000 Penalty: 4778.028320
	Iteration 6F: 3 clusters Score -2298960 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2299521.750000 Penalty: 4778.028320
	Iteration 7Q: 3 clusters Score -2299522 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2300007.500000 Penalty: 4778.028320
	Iteration 8Q: 3 clusters Score -2300008 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2300340.000000 Penalty: 4778.028320
	Iteration 9Q: 3 clusters Score -2300340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2300565.250000 Penalty: 4778.028320
	Iteration 10Q: 3 clusters Score -2300565 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2300770.250000 Penalty: 4778.028320
	Iteration 11Q: 3 clusters Score -2300770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2300895.500000 Penalty: 4778.028320
	Iteration 12Q: 3 clusters Score -2300896 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2300992.500000 Penalty: 4778.028320
	Iteration 13Q: 3 clusters Score -2300992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2301049.750000 Penalty: 4778.028320
	Iteration 14Q: 3 clusters Score -2301050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2301111.750000 Penalty: 4778.028320
	Iteration 15Q: 3 clusters Score -2301112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2301147.750000 Penalty: 4778.028320
	Iteration 16Q: 3 clusters Score -2301148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2301176.000000 Penalty: 4778.028320
	Iteration 17Q: 3 clusters Score -2301176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2301197.250000 Penalty: 4778.028320
	Iteration 18Q: 3 clusters Score -2301197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2301208.750000 Penalty: 4778.028320
	Iteration 19Q: 3 clusters Score -2301209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2301227.250000 Penalty: 4778.028320
	Iteration 20F: 3 clusters Score -2301227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2301241.750000 Penalty: 4778.028320
	Iteration 21Q: 3 clusters Score -2301242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2301255.750000 Penalty: 4778.028320
	Iteration 22Q: 3 clusters Score -2301256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2301278.500000 Penalty: 4778.028320
	Iteration 23Q: 3 clusters Score -2301278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2301299.250000 Penalty: 4778.028320
	Iteration 24Q: 3 clusters Score -2301299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2301331.500000 Penalty: 4778.028320
	Iteration 25Q: 3 clusters Score -2301332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2301352.750000 Penalty: 4778.028320
	Iteration 26Q: 3 clusters Score -2301353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2301395.250000 Penalty: 4778.028320
	Iteration 27Q: 3 clusters Score -2301395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2301435.750000 Penalty: 4778.028320
	Iteration 28Q: 3 clusters Score -2301436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2301482.500000 Penalty: 4778.028320
	Iteration 29Q: 3 clusters Score -2301482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2301536.000000 Penalty: 4778.028320
	Iteration 30Q: 3 clusters Score -2301536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2301572.500000 Penalty: 4778.028320
	Iteration 31Q: 3 clusters Score -2301572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2301594.000000 Penalty: 4778.028320
	Iteration 32Q: 3 clusters Score -2301594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2301611.750000 Penalty: 4778.028320
	Iteration 33Q: 3 clusters Score -2301612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2301621.000000 Penalty: 4778.028320
	Iteration 34Q: 3 clusters Score -2301621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2301625.750000 Penalty: 4778.028320
	Iteration 35Q: 3 clusters Score -2301626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2301629.750000 Penalty: 4778.028320
	Iteration 36Q: 3 clusters Score -2301630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2301629.000000 Penalty: 4778.028320
	Iteration 37Q: 3 clusters Score -2301629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2301627.750000 Penalty: 4778.028320
	Iteration 38Q: 3 clusters Score -2301628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2301627.750000 Penalty: 4778.028320
	Iteration 39F: 3 clusters Score -2301628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Entering Unmasked Estep 
Score: -5299798.500000 Penalty: 2596.424805
	Iteration 0F: 2 clusters Score -5299798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5275754.500000 Penalty: 5192.849609
	Iteration 0F: 3 clusters Score -5275754 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5285013.000000 Penalty: 5192.849609
	Iteration 1F: 3 clusters Score -5285013 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5286164.500000 Penalty: 5192.849609
	Iteration 2F: 3 clusters Score -5286164 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5287580.500000 Penalty: 5192.849609
	Iteration 3F: 3 clusters Score -5287580 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5289289.500000 Penalty: 5192.849609
	Iteration 4F: 3 clusters Score -5289290 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5291044.000000 Penalty: 5192.849609
	Iteration 5F: 3 clusters Score -5291044 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -5292703.500000 Penalty: 5192.849609
	Iteration 6F: 3 clusters Score -5292704 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5294123.000000 Penalty: 5192.849609
	Iteration 7F: 3 clusters Score -5294123 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -5295299.000000 Penalty: 5192.849609
	Iteration 8Q: 3 clusters Score -5295299 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5296374.500000 Penalty: 5192.849609
	Iteration 9Q: 3 clusters Score -5296374 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -5297481.500000 Penalty: 5192.849609
	Iteration 10Q: 3 clusters Score -5297482 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5298526.500000 Penalty: 5192.849609
	Iteration 11Q: 3 clusters Score -5298526 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5299092.500000 Penalty: 5192.849609
	Iteration 12Q: 3 clusters Score -5299092 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5299258.000000 Penalty: 5192.849609
	Iteration 13Q: 3 clusters Score -5299258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5299344.500000 Penalty: 5192.849609
	Iteration 14Q: 3 clusters Score -5299344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5299401.500000 Penalty: 5192.849609
	Iteration 15Q: 3 clusters Score -5299402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5299450.500000 Penalty: 5192.849609
	Iteration 16Q: 3 clusters Score -5299450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5299457.500000 Penalty: 5192.849609
	Iteration 17Q: 3 clusters Score -5299458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5299462.500000 Penalty: 5192.849609
	Iteration 18Q: 3 clusters Score -5299462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5299468.000000 Penalty: 5192.849609
	Iteration 19Q: 3 clusters Score -5299468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5299471.000000 Penalty: 5192.849609
	Iteration 20F: 3 clusters Score -5299471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5299477.000000 Penalty: 5192.849609
	Iteration 21Q: 3 clusters Score -5299477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5299482.500000 Penalty: 5192.849609
	Iteration 22Q: 3 clusters Score -5299482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5299495.000000 Penalty: 5192.849609
	Iteration 23Q: 3 clusters Score -5299495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5299497.500000 Penalty: 5192.849609
	Iteration 24Q: 3 clusters Score -5299498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5299502.000000 Penalty: 5192.849609
	Iteration 25Q: 3 clusters Score -5299502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5299498.500000 Penalty: 5192.849609
	Iteration 26Q: 3 clusters Score -5299498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5299505.500000 Penalty: 5192.849609
	Iteration 27Q: 3 clusters Score -5299506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5299503.500000 Penalty: 5192.849609
	Iteration 28Q: 3 clusters Score -5299504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5299505.500000 Penalty: 5192.849609
	Iteration 29Q: 3 clusters Score -5299506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5299502.500000 Penalty: 5192.849609
	Iteration 30Q: 3 clusters Score -5299502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5299502.500000 Penalty: 5192.849609
	Iteration 31Q: 3 clusters Score -5299502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5299511.500000 Penalty: 5192.849609
	Iteration 32Q: 3 clusters Score -5299512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5299519.000000 Penalty: 5192.849609
	Iteration 33Q: 3 clusters Score -5299519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5299515.500000 Penalty: 5192.849609
	Iteration 34Q: 3 clusters Score -5299516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5299517.500000 Penalty: 5192.849609
	Iteration 35Q: 3 clusters Score -5299518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5299519.000000 Penalty: 5192.849609
	Iteration 36Q: 3 clusters Score -5299519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5299519.000000 Penalty: 5192.849609
	Iteration 37F: 3 clusters Score -5299519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Entering Unmasked Estep 
Score: -6459222.000000 Penalty: 2640.277832
	Iteration 0F: 2 clusters Score -6459222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6430806.000000 Penalty: 5280.555664
	Iteration 0F: 3 clusters Score -6430806 nChanged 19220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -6442257.500000 Penalty: 5280.555664
	Iteration 1F: 3 clusters Score -6442258 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -6444002.000000 Penalty: 5280.555664
	Iteration 2F: 3 clusters Score -6444002 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6446526.000000 Penalty: 5280.555664
	Iteration 3F: 3 clusters Score -6446526 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -6449039.500000 Penalty: 5280.555664
	Iteration 4F: 3 clusters Score -6449040 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -6450904.000000 Penalty: 5280.555664
	Iteration 5F: 3 clusters Score -6450904 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -6452252.000000 Penalty: 5280.555664
	Iteration 6F: 3 clusters Score -6452252 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -6453151.500000 Penalty: 5280.555664
	Iteration 7Q: 3 clusters Score -6453152 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -6453903.500000 Penalty: 5280.555664
	Iteration 8Q: 3 clusters Score -6453904 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -6454598.000000 Penalty: 5280.555664
	Iteration 9Q: 3 clusters Score -6454598 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6455153.500000 Penalty: 5280.555664
	Iteration 10Q: 3 clusters Score -6455154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6455618.000000 Penalty: 5280.555664
	Iteration 11Q: 3 clusters Score -6455618 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -6455984.000000 Penalty: 5280.555664
	Iteration 12Q: 3 clusters Score -6455984 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -6456231.000000 Penalty: 5280.555664
	Iteration 13Q: 3 clusters Score -6456231 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -6456438.000000 Penalty: 5280.555664
	Iteration 14Q: 3 clusters Score -6456438 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -6456560.000000 Penalty: 5280.555664
	Iteration 15Q: 3 clusters Score -6456560 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -6456610.500000 Penalty: 5280.555664
	Iteration 16Q: 3 clusters Score -6456610 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6456692.000000 Penalty: 5280.555664
	Iteration 17Q: 3 clusters Score -6456692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6456731.000000 Penalty: 5280.555664
	Iteration 18Q: 3 clusters Score -6456731 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -6456743.500000 Penalty: 5280.555664
	Iteration 19Q: 3 clusters Score -6456744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -6456784.000000 Penalty: 5280.555664
	Iteration 20F: 3 clusters Score -6456784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -6456781.500000 Penalty: 5280.555664
	Iteration 21Q: 3 clusters Score -6456782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -6456804.500000 Penalty: 5280.555664
	Iteration 22Q: 3 clusters Score -6456804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -6456807.500000 Penalty: 5280.555664
	Iteration 23Q: 3 clusters Score -6456808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6456812.500000 Penalty: 5280.555664
	Iteration 24Q: 3 clusters Score -6456812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -6456817.500000 Penalty: 5280.555664
	Iteration 25Q: 3 clusters Score -6456818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -6456829.000000 Penalty: 5280.555664
	Iteration 26Q: 3 clusters Score -6456829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -6456852.000000 Penalty: 5280.555664
	Iteration 27Q: 3 clusters Score -6456852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -6456858.000000 Penalty: 5280.555664
	Iteration 28Q: 3 clusters Score -6456858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -6456858.000000 Penalty: 5280.555664
	Iteration 29Q: 3 clusters Score -6456858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -6456859.000000 Penalty: 5280.555664
	Iteration 30Q: 3 clusters Score -6456859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6456860.000000 Penalty: 5280.555664
	Iteration 31Q: 3 clusters Score -6456860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -6456862.500000 Penalty: 5280.555664
	Iteration 32Q: 3 clusters Score -6456862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -6456850.500000 Penalty: 5280.555664
	Iteration 33Q: 3 clusters Score -6456850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -6456862.500000 Penalty: 5280.555664
	Iteration 34Q: 3 clusters Score -6456862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6456882.500000 Penalty: 5280.555664
	Iteration 35Q: 3 clusters Score -6456882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -6456883.500000 Penalty: 5280.555664
	Iteration 36Q: 3 clusters Score -6456884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -6456889.500000 Penalty: 5280.555664
	Iteration 37Q: 3 clusters Score -6456890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -6456882.500000 Penalty: 5280.555664
	Iteration 38Q: 3 clusters Score -6456882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -6456889.000000 Penalty: 5280.555664
	Iteration 39Q: 3 clusters Score -6456889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -6456888.500000 Penalty: 5280.555664
	Iteration 40F: 3 clusters Score -6456888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -6456888.000000 Penalty: 5280.555664
	Iteration 41Q: 3 clusters Score -6456888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -6456894.000000 Penalty: 5280.555664
	Iteration 42Q: 3 clusters Score -6456894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -6456907.000000 Penalty: 5280.555664
	Iteration 43Q: 3 clusters Score -6456907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -6456911.000000 Penalty: 5280.555664
	Iteration 44Q: 3 clusters Score -6456911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6456918.500000 Penalty: 5280.555664
	Iteration 45Q: 3 clusters Score -6456918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -6456934.500000 Penalty: 5280.555664
	Iteration 46Q: 3 clusters Score -6456934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -6456944.500000 Penalty: 5280.555664
	Iteration 47Q: 3 clusters Score -6456944 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -6456959.000000 Penalty: 5280.555664
	Iteration 48Q: 3 clusters Score -6456959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -6456965.000000 Penalty: 5280.555664
	Iteration 49Q: 3 clusters Score -6456965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -6456963.500000 Penalty: 5280.555664
	Iteration 50Q: 3 clusters Score -6456964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6456973.500000 Penalty: 5280.555664
	Iteration 51Q: 3 clusters Score -6456974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -6456964.000000 Penalty: 5280.555664
	Iteration 52Q: 3 clusters Score -6456964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6456970.000000 Penalty: 5280.555664
	Iteration 53Q: 3 clusters Score -6456970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -6456976.500000 Penalty: 5280.555664
	Iteration 54Q: 3 clusters Score -6456976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6456995.000000 Penalty: 5280.555664
	Iteration 55Q: 3 clusters Score -6456995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6456998.000000 Penalty: 5280.555664
	Iteration 56Q: 3 clusters Score -6456998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -6456997.500000 Penalty: 5280.555664
	Iteration 57Q: 3 clusters Score -6456998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -6457017.000000 Penalty: 5280.555664
	Iteration 58Q: 3 clusters Score -6457017 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -6457036.000000 Penalty: 5280.555664
	Iteration 59Q: 3 clusters Score -6457036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -6457033.500000 Penalty: 5280.555664
	Iteration 60F: 3 clusters Score -6457034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -6457032.000000 Penalty: 5280.555664
	Iteration 61Q: 3 clusters Score -6457032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6457035 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6457029 nChanged 57
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Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6457024 nChanged 47
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Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 13236 members 
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	Iteration 65Q: 3 clusters Score -6457040 nChanged 33
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Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6457032 nChanged 30
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Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6457032 nChanged 35
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Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6457034 nChanged 33
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Mstep: Class 1 contains 28927 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6457044 nChanged 33
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Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6457046 nChanged 28
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Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6457054 nChanged 31
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6457054 nChanged 28
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 12991 members 
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	Iteration 73Q: 3 clusters Score -6457052 nChanged 24
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	Iteration 74Q: 3 clusters Score -6457058 nChanged 13
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Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 12939 members 
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	Iteration 76Q: 3 clusters Score -6457058 nChanged 21
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Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 12918 members 
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	Iteration 77Q: 3 clusters Score -6457059 nChanged 25
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Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6457064 nChanged 19
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Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6457064 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6457066 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6457066 nChanged 13
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Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6457072 nChanged 14
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Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 12814 members 
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	Iteration 83Q: 3 clusters Score -6457066 nChanged 22
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Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6457074 nChanged 28
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Mstep: Class 1 contains 29270 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6457072 nChanged 20
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Mstep: Class 1 contains 29288 members 
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	Iteration 86Q: 3 clusters Score -6457071 nChanged 20
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Mstep: Class 1 contains 29304 members 
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	Iteration 87Q: 3 clusters Score -6457065 nChanged 16
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Mstep: Class 1 contains 29318 members 
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Mstep: Class 1 contains 29331 members 
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Mstep: Class 1 contains 29343 members 
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Mstep: Class 1 contains 29352 members 
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Mstep: Class 1 contains 29362 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 12665 members 
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	Iteration 93Q: 3 clusters Score -6457052 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6457064 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6457060 nChanged 8
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Mstep: Class 1 contains 29401 members 
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	Iteration 96Q: 3 clusters Score -6457053 nChanged 10
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Mstep: Class 1 contains 29411 members 
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	Iteration 97Q: 3 clusters Score -6457050 nChanged 8
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Mstep: Class 1 contains 29419 members 
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	Iteration 98Q: 3 clusters Score -6457056 nChanged 9
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Mstep: Class 1 contains 29428 members 
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	Iteration 99Q: 3 clusters Score -6457054 nChanged 5
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Mstep: Class 1 contains 29433 members 
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	Iteration 100F: 3 clusters Score -6457060 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29440 members 
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	Iteration 101Q: 3 clusters Score -6457060 nChanged 5
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Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 12591 members 
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	Iteration 102Q: 3 clusters Score -6457060 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29451 members 
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	Iteration 103Q: 3 clusters Score -6457060 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6457062 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6457070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6457066 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6457060 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6457062 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6457062 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6457061 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6457060 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6457068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6457062 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6457060 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 12557 members 
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	Iteration 115Q: 3 clusters Score -6457058 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29484 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6457066 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29491 members 
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	Iteration 117Q: 3 clusters Score -6457060 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 12539 members 
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	Iteration 118Q: 3 clusters Score -6457062 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 12533 members 
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	Iteration 119Q: 3 clusters Score -6457052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6457056 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6457062 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6457058 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6457059 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6457057 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29565 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6457058 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 12459 members 
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	Iteration 126Q: 3 clusters Score -6457066 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12453 members 
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	Iteration 127Q: 3 clusters Score -6457076 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29591 members 
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	Iteration 128Q: 3 clusters Score -6457068 nChanged 6
Entering Unmasked Mstep 
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	Iteration 129Q: 3 clusters Score -6457064 nChanged 2
Entering Unmasked Mstep 
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	Iteration 130Q: 3 clusters Score -6457067 nChanged 3
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Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 12442 members 
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	Iteration 131Q: 3 clusters Score -6457065 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 12439 members 
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	Iteration 132Q: 3 clusters Score -6457065 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 12435 members 
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	Iteration 133Q: 3 clusters Score -6457064 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29604 members 
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	Iteration 134Q: 3 clusters Score -6457060 nChanged 4
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Mstep: Class 1 contains 29608 members 
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	Iteration 135Q: 3 clusters Score -6457068 nChanged 6
Entering Unmasked Mstep 
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	Iteration 136Q: 3 clusters Score -6457061 nChanged 5
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	Iteration 137Q: 3 clusters Score -6457062 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29625 members 
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	Iteration 138Q: 3 clusters Score -6457061 nChanged 8
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	Iteration 139Q: 3 clusters Score -6457063 nChanged 5
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Mstep: Class 1 contains 29638 members 
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	Iteration 140F: 3 clusters Score -6457056 nChanged 6
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	Iteration 141Q: 3 clusters Score -6457056 nChanged 8
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	Iteration 142Q: 3 clusters Score -6457052 nChanged 12
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	Iteration 143Q: 3 clusters Score -6457054 nChanged 11
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	Iteration 144Q: 3 clusters Score -6457063 nChanged 10
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	Iteration 145Q: 3 clusters Score -6457065 nChanged 8
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	Iteration 146Q: 3 clusters Score -6457064 nChanged 9
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	Iteration 147Q: 3 clusters Score -6457067 nChanged 5
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	Iteration 148Q: 3 clusters Score -6457062 nChanged 4
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	Iteration 149Q: 3 clusters Score -6457069 nChanged 4
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	Iteration 150Q: 3 clusters Score -6457068 nChanged 1
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	Iteration 151Q: 3 clusters Score -6457069 nChanged 1
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	Iteration 152Q: 3 clusters Score -6457070 nChanged 0
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	Iteration 153F: 3 clusters Score -6457070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -2372092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2360861.500000 Penalty: 4788.416016
	Iteration 0F: 3 clusters Score -2360862 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2364481.500000 Penalty: 4788.416016
	Iteration 1F: 3 clusters Score -2364482 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2364857 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2365168.500000 Penalty: 4788.416016
	Iteration 3Q: 3 clusters Score -2365168 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2365478.750000 Penalty: 4788.416016
	Iteration 4Q: 3 clusters Score -2365479 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2365831.250000 Penalty: 4788.416016
	Iteration 5Q: 3 clusters Score -2365831 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2366176.000000 Penalty: 4788.416016
	Iteration 6Q: 3 clusters Score -2366176 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2366480 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2366735.250000 Penalty: 4788.416016
	Iteration 8Q: 3 clusters Score -2366735 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2366999 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2367220.500000 Penalty: 4788.416016
	Iteration 10Q: 3 clusters Score -2367220 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2367414.500000 Penalty: 4788.416016
	Iteration 11Q: 3 clusters Score -2367414 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2367607.500000 Penalty: 4788.416016
	Iteration 12Q: 3 clusters Score -2367608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2367781.250000 Penalty: 4788.416016
	Iteration 13Q: 3 clusters Score -2367781 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2367927.500000 Penalty: 4788.416016
	Iteration 14Q: 3 clusters Score -2367928 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2368032.750000 Penalty: 4788.416016
	Iteration 15Q: 3 clusters Score -2368033 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2368133.250000 Penalty: 4788.416016
	Iteration 16Q: 3 clusters Score -2368133 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2368229.000000 Penalty: 4788.416016
	Iteration 17Q: 3 clusters Score -2368229 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2368328.250000 Penalty: 4788.416016
	Iteration 18Q: 3 clusters Score -2368328 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2368418.250000 Penalty: 4788.416016
	Iteration 19Q: 3 clusters Score -2368418 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2368493.000000 Penalty: 4788.416016
	Iteration 20F: 3 clusters Score -2368493 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2368553.000000 Penalty: 4788.416016
	Iteration 21Q: 3 clusters Score -2368553 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2368602.000000 Penalty: 4788.416016
	Iteration 22Q: 3 clusters Score -2368602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2368654.750000 Penalty: 4788.416016
	Iteration 23Q: 3 clusters Score -2368655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2368691.750000 Penalty: 4788.416016
	Iteration 24Q: 3 clusters Score -2368692 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2368738.000000 Penalty: 4788.416016
	Iteration 25Q: 3 clusters Score -2368738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2368770.000000 Penalty: 4788.416016
	Iteration 26Q: 3 clusters Score -2368770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2368808.500000 Penalty: 4788.416016
	Iteration 27Q: 3 clusters Score -2368808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2368859.000000 Penalty: 4788.416016
	Iteration 28Q: 3 clusters Score -2368859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2368897.750000 Penalty: 4788.416016
	Iteration 29Q: 3 clusters Score -2368898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2368930.750000 Penalty: 4788.416016
	Iteration 30Q: 3 clusters Score -2368931 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2368967.500000 Penalty: 4788.416016
	Iteration 31Q: 3 clusters Score -2368968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2369001.250000 Penalty: 4788.416016
	Iteration 32Q: 3 clusters Score -2369001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2369028.750000 Penalty: 4788.416016
	Iteration 33Q: 3 clusters Score -2369029 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2369067.500000 Penalty: 4788.416016
	Iteration 34Q: 3 clusters Score -2369068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2369097.750000 Penalty: 4788.416016
	Iteration 35Q: 3 clusters Score -2369098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2369136.750000 Penalty: 4788.416016
	Iteration 36Q: 3 clusters Score -2369137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2369168.500000 Penalty: 4788.416016
	Iteration 37Q: 3 clusters Score -2369168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2369191.500000 Penalty: 4788.416016
	Iteration 38Q: 3 clusters Score -2369192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2369232.500000 Penalty: 4788.416016
	Iteration 39Q: 3 clusters Score -2369232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2369252.750000 Penalty: 4788.416016
	Iteration 40F: 3 clusters Score -2369253 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2369284.000000 Penalty: 4788.416016
	Iteration 41Q: 3 clusters Score -2369284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2369299.250000 Penalty: 4788.416016
	Iteration 42Q: 3 clusters Score -2369299 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2369312.750000 Penalty: 4788.416016
	Iteration 43Q: 3 clusters Score -2369313 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2369327.750000 Penalty: 4788.416016
	Iteration 44Q: 3 clusters Score -2369328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2369356.000000 Penalty: 4788.416016
	Iteration 45Q: 3 clusters Score -2369356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2369374.250000 Penalty: 4788.416016
	Iteration 46Q: 3 clusters Score -2369374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2369393.750000 Penalty: 4788.416016
	Iteration 47Q: 3 clusters Score -2369394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2369416.250000 Penalty: 4788.416016
	Iteration 48Q: 3 clusters Score -2369416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2369437.250000 Penalty: 4788.416016
	Iteration 49Q: 3 clusters Score -2369437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2369466.750000 Penalty: 4788.416016
	Iteration 50Q: 3 clusters Score -2369467 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2369492.500000 Penalty: 4788.416016
	Iteration 51Q: 3 clusters Score -2369492 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2369513.000000 Penalty: 4788.416016
	Iteration 52Q: 3 clusters Score -2369513 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2369538.500000 Penalty: 4788.416016
	Iteration 53Q: 3 clusters Score -2369538 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2369556.250000 Penalty: 4788.416016
	Iteration 54Q: 3 clusters Score -2369556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2369597.250000 Penalty: 4788.416016
	Iteration 55Q: 3 clusters Score -2369597 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2369622.750000 Penalty: 4788.416016
	Iteration 56Q: 3 clusters Score -2369623 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2369679.000000 Penalty: 4788.416016
	Iteration 57Q: 3 clusters Score -2369679 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2369731.750000 Penalty: 4788.416016
	Iteration 58Q: 3 clusters Score -2369732 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2369780.000000 Penalty: 4788.416016
	Iteration 59Q: 3 clusters Score -2369780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2369822.250000 Penalty: 4788.416016
	Iteration 60F: 3 clusters Score -2369822 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2369871.500000 Penalty: 4788.416016
	Iteration 61Q: 3 clusters Score -2369872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2369916.500000 Penalty: 4788.416016
	Iteration 62Q: 3 clusters Score -2369916 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2369970.250000 Penalty: 4788.416016
	Iteration 63Q: 3 clusters Score -2369970 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2370020.000000 Penalty: 4788.416016
	Iteration 64Q: 3 clusters Score -2370020 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2370074.000000 Penalty: 4788.416016
	Iteration 65Q: 3 clusters Score -2370074 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2370113.750000 Penalty: 4788.416016
	Iteration 66Q: 3 clusters Score -2370114 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2370161.000000 Penalty: 4788.416016
	Iteration 67Q: 3 clusters Score -2370161 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2370200.250000 Penalty: 4788.416016
	Iteration 68Q: 3 clusters Score -2370200 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2370229.250000 Penalty: 4788.416016
	Iteration 69Q: 3 clusters Score -2370229 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2370256.500000 Penalty: 4788.416016
	Iteration 70Q: 3 clusters Score -2370256 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2370294.000000 Penalty: 4788.416016
	Iteration 71Q: 3 clusters Score -2370294 nChanged 106
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Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2370332.750000 Penalty: 4788.416016
	Iteration 72Q: 3 clusters Score -2370333 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2370363.250000 Penalty: 4788.416016
	Iteration 73Q: 3 clusters Score -2370363 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2370394.500000 Penalty: 4788.416016
	Iteration 74Q: 3 clusters Score -2370394 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2370413.500000 Penalty: 4788.416016
	Iteration 75Q: 3 clusters Score -2370414 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2370440.250000 Penalty: 4788.416016
	Iteration 76Q: 3 clusters Score -2370440 nChanged 55
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Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2370457.500000 Penalty: 4788.416016
	Iteration 77Q: 3 clusters Score -2370458 nChanged 39
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Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2370471.500000 Penalty: 4788.416016
	Iteration 78Q: 3 clusters Score -2370472 nChanged 25
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Mstep: Class 1 contains 13757 members 
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Entering Unmasked Estep 
Score: -2370485.250000 Penalty: 4788.416016
	Iteration 79Q: 3 clusters Score -2370485 nChanged 24
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Mstep: Class 1 contains 13777 members 
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Entering Unmasked Estep 
Score: -2370484.000000 Penalty: 4788.416016
	Iteration 80F: 3 clusters Score -2370484 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13792 members 
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Entering Unmasked Estep 
Score: -2370482.750000 Penalty: 4788.416016
	Iteration 81Q: 3 clusters Score -2370483 nChanged 15
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2370486 nChanged 13
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Mstep: Class 1 contains 13816 members 
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Entering Unmasked Estep 
Score: -2370494.250000 Penalty: 4788.416016
	Iteration 83Q: 3 clusters Score -2370494 nChanged 13
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2370496 nChanged 11
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Mstep: Class 1 contains 13840 members 
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Entering Unmasked Estep 
Score: -2370498.250000 Penalty: 4788.416016
	Iteration 85Q: 3 clusters Score -2370498 nChanged 12
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Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2370506.500000 Penalty: 4788.416016
	Iteration 86Q: 3 clusters Score -2370506 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2370511.250000 Penalty: 4788.416016
	Iteration 87Q: 3 clusters Score -2370511 nChanged 13
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Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2370515.750000 Penalty: 4788.416016
	Iteration 88Q: 3 clusters Score -2370516 nChanged 19
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Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2370519.750000 Penalty: 4788.416016
	Iteration 89Q: 3 clusters Score -2370520 nChanged 36
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Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2370527.500000 Penalty: 4788.416016
	Iteration 90Q: 3 clusters Score -2370528 nChanged 38
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Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2370560.250000 Penalty: 4788.416016
	Iteration 91Q: 3 clusters Score -2370560 nChanged 42
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Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2370581.750000 Penalty: 4788.416016
	Iteration 92Q: 3 clusters Score -2370582 nChanged 44
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Entering Unmasked Estep 
Score: -2370620.250000 Penalty: 4788.416016
	Iteration 93Q: 3 clusters Score -2370620 nChanged 53
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Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2370662.250000 Penalty: 4788.416016
	Iteration 94Q: 3 clusters Score -2370662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2370707.750000 Penalty: 4788.416016
	Iteration 95Q: 3 clusters Score -2370708 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2370787.000000 Penalty: 4788.416016
	Iteration 96Q: 3 clusters Score -2370787 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2370934.500000 Penalty: 4788.416016
	Iteration 97Q: 3 clusters Score -2370934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2371068.000000 Penalty: 4788.416016
	Iteration 98Q: 3 clusters Score -2371068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2371218.250000 Penalty: 4788.416016
	Iteration 99Q: 3 clusters Score -2371218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2371297.000000 Penalty: 4788.416016
	Iteration 100F: 3 clusters Score -2371297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2371333.000000 Penalty: 4788.416016
	Iteration 101Q: 3 clusters Score -2371333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2371338.750000 Penalty: 4788.416016
	Iteration 102Q: 3 clusters Score -2371339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2371349.250000 Penalty: 4788.416016
	Iteration 103Q: 3 clusters Score -2371349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2371350.500000 Penalty: 4788.416016
	Iteration 104Q: 3 clusters Score -2371350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2371355.250000 Penalty: 4788.416016
	Iteration 105Q: 3 clusters Score -2371355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2371356.000000 Penalty: 4788.416016
	Iteration 106Q: 3 clusters Score -2371356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2371355.500000 Penalty: 4788.416016
	Iteration 107Q: 3 clusters Score -2371356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2371356.750000 Penalty: 4788.416016
	Iteration 108Q: 3 clusters Score -2371357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2371357.750000 Penalty: 4788.416016
	Iteration 109Q: 3 clusters Score -2371358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2371361.000000 Penalty: 4788.416016
	Iteration 110Q: 3 clusters Score -2371361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2371360.250000 Penalty: 4788.416016
	Iteration 111Q: 3 clusters Score -2371360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2371360.250000 Penalty: 4788.416016
	Iteration 112F: 3 clusters Score -2371360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112598 members 
Entering Unmasked Estep 
Score: -17338160.000000 Penalty: 2884.631592
	Iteration 0F: 2 clusters Score -1.733816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -17266620.000000 Penalty: 5769.263184
	Iteration 0F: 3 clusters Score -1.726662e+07 nChanged 53476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -17297544.000000 Penalty: 5769.263184
	Iteration 1F: 3 clusters Score -1.729754e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -17299232.000000 Penalty: 5769.263184
	Iteration 2Q: 3 clusters Score -1.729923e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -17301914.000000 Penalty: 5769.263184
	Iteration 3F: 3 clusters Score -1.730191e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -17306852.000000 Penalty: 5769.263184
	Iteration 4F: 3 clusters Score -1.730685e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -17314288.000000 Penalty: 5769.263184
	Iteration 5F: 3 clusters Score -1.731429e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -17322844.000000 Penalty: 5769.263184
	Iteration 6F: 3 clusters Score -1.732284e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -17329776.000000 Penalty: 5769.263184
	Iteration 7F: 3 clusters Score -1.732978e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -17333642.000000 Penalty: 5769.263184
	Iteration 8Q: 3 clusters Score -1.733364e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -17335162.000000 Penalty: 5769.263184
	Iteration 9Q: 3 clusters Score -1.733516e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98013 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -17335930.000000 Penalty: 5769.263184
	Iteration 10Q: 3 clusters Score -1.733593e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -17336348.000000 Penalty: 5769.263184
	Iteration 11Q: 3 clusters Score -1.733635e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -17336516.000000 Penalty: 5769.263184
	Iteration 12Q: 3 clusters Score -1.733652e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -17336584.000000 Penalty: 5769.263184
	Iteration 13Q: 3 clusters Score -1.733658e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -17336694.000000 Penalty: 5769.263184
	Iteration 14Q: 3 clusters Score -1.733669e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -17336750.000000 Penalty: 5769.263184
	Iteration 15Q: 3 clusters Score -1.733675e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -17336776.000000 Penalty: 5769.263184
	Iteration 16Q: 3 clusters Score -1.733678e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106854 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -17336756.000000 Penalty: 5769.263184
	Iteration 17Q: 3 clusters Score -1.733676e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107710 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -17336686.000000 Penalty: 5769.263184
	Iteration 18Q: 3 clusters Score -1.733669e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -17336644.000000 Penalty: 5769.263184
	Iteration 19Q: 3 clusters Score -1.733664e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -17336640.000000 Penalty: 5769.263184
	Iteration 20F: 3 clusters Score -1.733664e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17336530.000000 Penalty: 5769.263184
	Iteration 21Q: 3 clusters Score -1.733653e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -17336492.000000 Penalty: 5769.263184
	Iteration 22Q: 3 clusters Score -1.733649e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17336446.000000 Penalty: 5769.263184
	Iteration 23Q: 3 clusters Score -1.733645e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -17336378.000000 Penalty: 5769.263184
	Iteration 24Q: 3 clusters Score -1.733638e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -17336354.000000 Penalty: 5769.263184
	Iteration 25Q: 3 clusters Score -1.733635e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111046 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17336322.000000 Penalty: 5769.263184
	Iteration 26Q: 3 clusters Score -1.733632e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -17336314.000000 Penalty: 5769.263184
	Iteration 27Q: 3 clusters Score -1.733631e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17336278.000000 Penalty: 5769.263184
	Iteration 28Q: 3 clusters Score -1.733628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17336236.000000 Penalty: 5769.263184
	Iteration 29Q: 3 clusters Score -1.733624e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17336234.000000 Penalty: 5769.263184
	Iteration 30Q: 3 clusters Score -1.733623e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111519 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17336238.000000 Penalty: 5769.263184
	Iteration 31Q: 3 clusters Score -1.733624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17336242.000000 Penalty: 5769.263184
	Iteration 32Q: 3 clusters Score -1.733624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17336216.000000 Penalty: 5769.263184
	Iteration 33Q: 3 clusters Score -1.733622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17336222.000000 Penalty: 5769.263184
	Iteration 34Q: 3 clusters Score -1.733622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -17336212.000000 Penalty: 5769.263184
	Iteration 35Q: 3 clusters Score -1.733621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111687 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17336194.000000 Penalty: 5769.263184
	Iteration 36Q: 3 clusters Score -1.733619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -17336202.000000 Penalty: 5769.263184
	Iteration 37Q: 3 clusters Score -1.73362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -17336228.000000 Penalty: 5769.263184
	Iteration 38Q: 3 clusters Score -1.733623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -17336230.000000 Penalty: 5769.263184
	Iteration 39Q: 3 clusters Score -1.733623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -17336216.000000 Penalty: 5769.263184
	Iteration 40F: 3 clusters Score -1.733622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17336218.000000 Penalty: 5769.263184
	Iteration 41Q: 3 clusters Score -1.733622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17336220.000000 Penalty: 5769.263184
	Iteration 42Q: 3 clusters Score -1.733622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17336214.000000 Penalty: 5769.263184
	Iteration 43Q: 3 clusters Score -1.733621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17336208.000000 Penalty: 5769.263184
	Iteration 44Q: 3 clusters Score -1.733621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17336218.000000 Penalty: 5769.263184
	Iteration 45Q: 3 clusters Score -1.733622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -17336222.000000 Penalty: 5769.263184
	Iteration 46Q: 3 clusters Score -1.733622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -17336228.000000 Penalty: 5769.263184
	Iteration 47Q: 3 clusters Score -1.733623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17336222.000000 Penalty: 5769.263184
	Iteration 48Q: 3 clusters Score -1.733622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17336218.000000 Penalty: 5769.263184
	Iteration 49Q: 3 clusters Score -1.733622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17336212.000000 Penalty: 5769.263184
	Iteration 50Q: 3 clusters Score -1.733621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -17336212.000000 Penalty: 5769.263184
	Iteration 51F: 3 clusters Score -1.733621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 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 95 members 
Entering Unmasked Estep 
Score: -18055.984375 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18055.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18129.777344 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18129.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18166.378906 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -18166.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18181.050781 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -18181.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18222.750000 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18222.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18237.251953 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -18237.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18270.398438 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -18270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18293.535156 Penalty: 2564.560059
	Iteration 7Q: 3 clusters Score -18293.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18298.072266 Penalty: 2564.560059
	Iteration 8Q: 3 clusters Score -18298.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18298.072266 Penalty: 2564.560059
	Iteration 9F: 3 clusters Score -18298.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33278.574219 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33278.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32089.906250 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32089.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32264.279297 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32264.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32329.675781 Penalty: 2829.076172
	Iteration 2Q: 3 clusters Score -32329.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32392.357422 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -32392.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32447.816406 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -32447.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32523.058594 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -32523.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32604.500000 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -32604.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32708.087891 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -32708.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32871.289062 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -32871.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33031.671875 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33031.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33204.214844 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33204.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33278.730469 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33278.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33305.820312 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33305.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33308.335938 Penalty: 2829.076172
	Iteration 13F: 3 clusters Score -33308.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33354.734375 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33354.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33389.726562 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33389.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33389.726562 Penalty: 2829.076172
	Iteration 16F: 3 clusters Score -33389.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 139 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 161 members 
Entering Unmasked Estep 
Score: -104161872.000000 Penalty: 116792.445312
Splitting cluster 24 changes total score from -104163720.000000 to -104161872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -366230.062500 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -366230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -363251.875000 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -363251.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -363866.687500 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -363866.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -364012.000000 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -364012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -364106.031250 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -364106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -364181.656250 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -364181.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -364238.000000 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -364238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -364275.312500 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -364275.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -364310.562500 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -364310.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -364345.187500 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -364345.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -364377.656250 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -364377.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -364409.093750 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -364409.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -364440.593750 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -364440.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -364469.156250 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -364469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -364496.843750 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -364496.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -364518.093750 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -364518.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -364542.187500 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -364542.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -364571.093750 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -364571.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364613.312500 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -364613.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -364655.656250 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -364655.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -364707.562500 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -364707.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -364768.625000 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -364768.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -364856.312500 Penalty: 3885.662109
	Iteration 21Q: 3 clusters Score -364856.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -364980.375000 Penalty: 3885.662109
	Iteration 22Q: 3 clusters Score -364980.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -365136.312500 Penalty: 3885.662109
	Iteration 23Q: 3 clusters Score -365136.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -365341.125000 Penalty: 3885.662109
	Iteration 24Q: 3 clusters Score -365341.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -365483.031250 Penalty: 3885.662109
	Iteration 25Q: 3 clusters Score -365483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -365543.093750 Penalty: 3885.662109
	Iteration 26Q: 3 clusters Score -365543.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -365572.156250 Penalty: 3885.662109
	Iteration 27Q: 3 clusters Score -365572.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365585.812500 Penalty: 3885.662109
	Iteration 28Q: 3 clusters Score -365585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -365592.281250 Penalty: 3885.662109
	Iteration 29Q: 3 clusters Score -365592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -365595.562500 Penalty: 3885.662109
	Iteration 30Q: 3 clusters Score -365595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -365599.250000 Penalty: 3885.662109
	Iteration 31Q: 3 clusters Score -365599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -365602.156250 Penalty: 3885.662109
	Iteration 32Q: 3 clusters Score -365602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -365604.718750 Penalty: 3885.662109
	Iteration 33Q: 3 clusters Score -365604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -365606.531250 Penalty: 3885.662109
	Iteration 34F: 3 clusters Score -365606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -365607.375000 Penalty: 3885.662109
	Iteration 35Q: 3 clusters Score -365607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -365607.375000 Penalty: 3885.662109
	Iteration 36F: 3 clusters Score -365607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -76327.632812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -76327.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74879.734375 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -74879.73 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75232.382812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -75232.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75393.156250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -75393.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75515.515625 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -75515.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75630.835938 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -75630.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75702.992188 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -75702.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75752.234375 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -75752.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75776.585938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -75776.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75789.429688 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -75789.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75800.320312 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -75800.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75804.109375 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -75804.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75818.046875 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -75818.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75822.656250 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -75822.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75833.398438 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -75833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75837.859375 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -75837.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75851.218750 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -75851.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75874.914062 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -75874.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75884.414062 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -75884.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75886.960938 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -75886.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75886.960938 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -75886.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -1325125.875000 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -1325126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1318309.375000 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -1318309 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1320109.750000 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -1320110 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1320331.250000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -1320331 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1320488.500000 Penalty: 4499.368652
	Iteration 3Q: 3 clusters Score -1320488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1320593.750000 Penalty: 4499.368652
	Iteration 4Q: 3 clusters Score -1320594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1320681.250000 Penalty: 4499.368652
	Iteration 5Q: 3 clusters Score -1320681 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1320759.250000 Penalty: 4499.368652
	Iteration 6Q: 3 clusters Score -1320759 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1320824.875000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -1320825 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1320874.000000 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -1320874 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1320920.750000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -1320921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1320959.000000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -1320959 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1321005.750000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -1321006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1321051.375000 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -1321051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1321099.750000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -1321100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1321145.750000 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -1321146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1321220.250000 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -1321220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1321300.625000 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -1321301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1321390.375000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -1321390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1321473.625000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -1321474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1321563.875000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -1321564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1321690.000000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -1321690 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1321832.625000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -1321833 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1321972.625000 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -1321973 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1322098.125000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -1322098 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1322244.375000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -1322244 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1322383.625000 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -1322384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1322524.000000 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -1322524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1322641.375000 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -1322641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1322751.750000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -1322752 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1322857.750000 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -1322858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1322955.750000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -1322956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1322998.500000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -1322998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1323051.750000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -1323052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1323087.750000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -1323088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1323115.000000 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -1323115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1323138.000000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -1323138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1323146.500000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -1323146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1323154.500000 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -1323154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1323164.125000 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -1323164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1323177.250000 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -1323177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1323188.125000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -1323188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1323202.750000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -1323203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1323214.125000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -1323214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1323230.625000 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -1323231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1323235.625000 Penalty: 4499.368652
	Iteration 44Q: 3 clusters Score -1323236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1323235.875000 Penalty: 4499.368652
	Iteration 45Q: 3 clusters Score -1323236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1323238.375000 Penalty: 4499.368652
	Iteration 46Q: 3 clusters Score -1323238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1323240.000000 Penalty: 4499.368652
	Iteration 47Q: 3 clusters Score -1323240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1323242.625000 Penalty: 4499.368652
	Iteration 48Q: 3 clusters Score -1323243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1323247.500000 Penalty: 4499.368652
	Iteration 49Q: 3 clusters Score -1323248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1323247.500000 Penalty: 4499.368652
	Iteration 50F: 3 clusters Score -1323248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Entering Unmasked Estep 
Score: -3910273.000000 Penalty: 2519.283691
	Iteration 0F: 2 clusters Score -3910273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3892501.500000 Penalty: 5038.567383
	Iteration 0F: 3 clusters Score -3892502 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3898889.250000 Penalty: 5038.567383
	Iteration 1F: 3 clusters Score -3898889 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3899543.500000 Penalty: 5038.567383
	Iteration 2F: 3 clusters Score -3899544 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3900171.250000 Penalty: 5038.567383
	Iteration 3F: 3 clusters Score -3900171 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3900855.000000 Penalty: 5038.567383
	Iteration 4F: 3 clusters Score -3900855 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3901527.000000 Penalty: 5038.567383
	Iteration 5F: 3 clusters Score -3901527 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3902134.750000 Penalty: 5038.567383
	Iteration 6F: 3 clusters Score -3902135 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3902693.250000 Penalty: 5038.567383
	Iteration 7Q: 3 clusters Score -3902693 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3903196.250000 Penalty: 5038.567383
	Iteration 8Q: 3 clusters Score -3903196 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3903659.000000 Penalty: 5038.567383
	Iteration 9Q: 3 clusters Score -3903659 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3904094.500000 Penalty: 5038.567383
	Iteration 10Q: 3 clusters Score -3904094 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3904513.250000 Penalty: 5038.567383
	Iteration 11Q: 3 clusters Score -3904513 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3904892.750000 Penalty: 5038.567383
	Iteration 12Q: 3 clusters Score -3904893 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3905241.250000 Penalty: 5038.567383
	Iteration 13Q: 3 clusters Score -3905241 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3905488.500000 Penalty: 5038.567383
	Iteration 14Q: 3 clusters Score -3905488 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3905708.250000 Penalty: 5038.567383
	Iteration 15Q: 3 clusters Score -3905708 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3905865.750000 Penalty: 5038.567383
	Iteration 16Q: 3 clusters Score -3905866 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3906034.000000 Penalty: 5038.567383
	Iteration 17Q: 3 clusters Score -3906034 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3906185.000000 Penalty: 5038.567383
	Iteration 18Q: 3 clusters Score -3906185 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3906334.000000 Penalty: 5038.567383
	Iteration 19Q: 3 clusters Score -3906334 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3906481.500000 Penalty: 5038.567383
	Iteration 20F: 3 clusters Score -3906482 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3906655.250000 Penalty: 5038.567383
	Iteration 21Q: 3 clusters Score -3906655 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3906838.250000 Penalty: 5038.567383
	Iteration 22Q: 3 clusters Score -3906838 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3907014.250000 Penalty: 5038.567383
	Iteration 23Q: 3 clusters Score -3907014 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3907209.250000 Penalty: 5038.567383
	Iteration 24Q: 3 clusters Score -3907209 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3907401.250000 Penalty: 5038.567383
	Iteration 25Q: 3 clusters Score -3907401 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3907547.500000 Penalty: 5038.567383
	Iteration 26Q: 3 clusters Score -3907548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3907673.000000 Penalty: 5038.567383
	Iteration 27Q: 3 clusters Score -3907673 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3907758.250000 Penalty: 5038.567383
	Iteration 28Q: 3 clusters Score -3907758 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3907839.750000 Penalty: 5038.567383
	Iteration 29Q: 3 clusters Score -3907840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3907898.000000 Penalty: 5038.567383
	Iteration 30Q: 3 clusters Score -3907898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3907948.750000 Penalty: 5038.567383
	Iteration 31Q: 3 clusters Score -3907949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3907993.250000 Penalty: 5038.567383
	Iteration 32Q: 3 clusters Score -3907993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3908024.750000 Penalty: 5038.567383
	Iteration 33Q: 3 clusters Score -3908025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3908039.250000 Penalty: 5038.567383
	Iteration 34Q: 3 clusters Score -3908039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3908056.750000 Penalty: 5038.567383
	Iteration 35Q: 3 clusters Score -3908057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3908076.500000 Penalty: 5038.567383
	Iteration 36Q: 3 clusters Score -3908076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3908082.500000 Penalty: 5038.567383
	Iteration 37Q: 3 clusters Score -3908082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3908099.500000 Penalty: 5038.567383
	Iteration 38Q: 3 clusters Score -3908100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3908109.250000 Penalty: 5038.567383
	Iteration 39Q: 3 clusters Score -3908109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3908114.250000 Penalty: 5038.567383
	Iteration 40F: 3 clusters Score -3908114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3908122.750000 Penalty: 5038.567383
	Iteration 41Q: 3 clusters Score -3908123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3908121.750000 Penalty: 5038.567383
	Iteration 42Q: 3 clusters Score -3908122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3908132.000000 Penalty: 5038.567383
	Iteration 43Q: 3 clusters Score -3908132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3908143.750000 Penalty: 5038.567383
	Iteration 44Q: 3 clusters Score -3908144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3908141.500000 Penalty: 5038.567383
	Iteration 45Q: 3 clusters Score -3908142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3908150.500000 Penalty: 5038.567383
	Iteration 46Q: 3 clusters Score -3908150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3908147.500000 Penalty: 5038.567383
	Iteration 47Q: 3 clusters Score -3908148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3908156.500000 Penalty: 5038.567383
	Iteration 48Q: 3 clusters Score -3908156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3908162.750000 Penalty: 5038.567383
	Iteration 49Q: 3 clusters Score -3908163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3908158.250000 Penalty: 5038.567383
	Iteration 50Q: 3 clusters Score -3908158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3908156.500000 Penalty: 5038.567383
	Iteration 51Q: 3 clusters Score -3908156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3908159.500000 Penalty: 5038.567383
	Iteration 52Q: 3 clusters Score -3908160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3908169.000000 Penalty: 5038.567383
	Iteration 53Q: 3 clusters Score -3908169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3908168.000000 Penalty: 5038.567383
	Iteration 54Q: 3 clusters Score -3908168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3908167.250000 Penalty: 5038.567383
	Iteration 55Q: 3 clusters Score -3908167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3908167.750000 Penalty: 5038.567383
	Iteration 56Q: 3 clusters Score -3908168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3908168.500000 Penalty: 5038.567383
	Iteration 57Q: 3 clusters Score -3908168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3908169.000000 Penalty: 5038.567383
	Iteration 58Q: 3 clusters Score -3908169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3908175.250000 Penalty: 5038.567383
	Iteration 59Q: 3 clusters Score -3908175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3908174.000000 Penalty: 5038.567383
	Iteration 60F: 3 clusters Score -3908174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3908173.000000 Penalty: 5038.567383
	Iteration 61Q: 3 clusters Score -3908173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3908173.000000 Penalty: 5038.567383
	Iteration 62Q: 3 clusters Score -3908173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3908171.250000 Penalty: 5038.567383
	Iteration 63Q: 3 clusters Score -3908171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3908169.500000 Penalty: 5038.567383
	Iteration 64Q: 3 clusters Score -3908170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3908169.500000 Penalty: 5038.567383
	Iteration 65F: 3 clusters Score -3908170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Entering Unmasked Estep 
Score: -17708490.000000 Penalty: 2889.635498
	Iteration 0F: 2 clusters Score -1.770849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 57393 members 
Entering Unmasked Estep 
Score: -17636518.000000 Penalty: 5779.270996
	Iteration 0F: 3 clusters Score -1.763652e+07 nChanged 54490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -17667708.000000 Penalty: 5779.270996
	Iteration 1F: 3 clusters Score -1.766771e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -17668888.000000 Penalty: 5779.270996
	Iteration 2Q: 3 clusters Score -1.766889e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -17670226.000000 Penalty: 5779.270996
	Iteration 3Q: 3 clusters Score -1.767023e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -17671956.000000 Penalty: 5779.270996
	Iteration 4Q: 3 clusters Score -1.767196e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -17674770.000000 Penalty: 5779.270996
	Iteration 5Q: 3 clusters Score -1.767477e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -17678276.000000 Penalty: 5779.270996
	Iteration 6F: 3 clusters Score -1.767828e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -17682874.000000 Penalty: 5779.270996
	Iteration 7F: 3 clusters Score -1.768287e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -17687878.000000 Penalty: 5779.270996
	Iteration 8F: 3 clusters Score -1.768788e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -17691444.000000 Penalty: 5779.270996
	Iteration 9F: 3 clusters Score -1.769144e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -17693128.000000 Penalty: 5779.270996
	Iteration 10Q: 3 clusters Score -1.769313e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -17693914.000000 Penalty: 5779.270996
	Iteration 11Q: 3 clusters Score -1.769391e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -17694206.000000 Penalty: 5779.270996
	Iteration 12Q: 3 clusters Score -1.769421e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -17694316.000000 Penalty: 5779.270996
	Iteration 13Q: 3 clusters Score -1.769432e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -17694470.000000 Penalty: 5779.270996
	Iteration 14Q: 3 clusters Score -1.769447e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -17694640.000000 Penalty: 5779.270996
	Iteration 15Q: 3 clusters Score -1.769464e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -17694802.000000 Penalty: 5779.270996
	Iteration 16Q: 3 clusters Score -1.76948e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -17694928.000000 Penalty: 5779.270996
	Iteration 17Q: 3 clusters Score -1.769493e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -17695100.000000 Penalty: 5779.270996
	Iteration 18Q: 3 clusters Score -1.76951e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -17695290.000000 Penalty: 5779.270996
	Iteration 19Q: 3 clusters Score -1.769529e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -17695450.000000 Penalty: 5779.270996
	Iteration 20F: 3 clusters Score -1.769545e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -17695674.000000 Penalty: 5779.270996
	Iteration 21Q: 3 clusters Score -1.769567e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -17695850.000000 Penalty: 5779.270996
	Iteration 22Q: 3 clusters Score -1.769585e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -17696002.000000 Penalty: 5779.270996
	Iteration 23Q: 3 clusters Score -1.7696e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -17696188.000000 Penalty: 5779.270996
	Iteration 24Q: 3 clusters Score -1.769619e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -17696436.000000 Penalty: 5779.270996
	Iteration 25Q: 3 clusters Score -1.769644e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -17696682.000000 Penalty: 5779.270996
	Iteration 26Q: 3 clusters Score -1.769668e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -17696854.000000 Penalty: 5779.270996
	Iteration 27Q: 3 clusters Score -1.769685e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -17697100.000000 Penalty: 5779.270996
	Iteration 28Q: 3 clusters Score -1.76971e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -17697310.000000 Penalty: 5779.270996
	Iteration 29Q: 3 clusters Score -1.769731e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -17697480.000000 Penalty: 5779.270996
	Iteration 30Q: 3 clusters Score -1.769748e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -17697762.000000 Penalty: 5779.270996
	Iteration 31Q: 3 clusters Score -1.769776e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -17698122.000000 Penalty: 5779.270996
	Iteration 32Q: 3 clusters Score -1.769812e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -17698412.000000 Penalty: 5779.270996
	Iteration 33Q: 3 clusters Score -1.769841e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -17698798.000000 Penalty: 5779.270996
	Iteration 34Q: 3 clusters Score -1.76988e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -17699226.000000 Penalty: 5779.270996
	Iteration 35Q: 3 clusters Score -1.769923e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -17699622.000000 Penalty: 5779.270996
	Iteration 36Q: 3 clusters Score -1.769962e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -17700032.000000 Penalty: 5779.270996
	Iteration 37Q: 3 clusters Score -1.770003e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -17700462.000000 Penalty: 5779.270996
	Iteration 38Q: 3 clusters Score -1.770046e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -17700868.000000 Penalty: 5779.270996
	Iteration 39Q: 3 clusters Score -1.770087e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -17701300.000000 Penalty: 5779.270996
	Iteration 40F: 3 clusters Score -1.77013e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -17701676.000000 Penalty: 5779.270996
	Iteration 41Q: 3 clusters Score -1.770168e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -17702252.000000 Penalty: 5779.270996
	Iteration 42Q: 3 clusters Score -1.770225e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 101573 members 
Entering Unmasked Estep 
Score: -17702660.000000 Penalty: 5779.270996
	Iteration 43Q: 3 clusters Score -1.770266e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -17703174.000000 Penalty: 5779.270996
	Iteration 44Q: 3 clusters Score -1.770317e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -17703502.000000 Penalty: 5779.270996
	Iteration 45Q: 3 clusters Score -1.77035e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -17703912.000000 Penalty: 5779.270996
	Iteration 46Q: 3 clusters Score -1.770391e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -17704250.000000 Penalty: 5779.270996
	Iteration 47Q: 3 clusters Score -1.770425e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -17704552.000000 Penalty: 5779.270996
	Iteration 48Q: 3 clusters Score -1.770455e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -17704872.000000 Penalty: 5779.270996
	Iteration 49Q: 3 clusters Score -1.770487e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -17705200.000000 Penalty: 5779.270996
	Iteration 50Q: 3 clusters Score -1.77052e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -17705436.000000 Penalty: 5779.270996
	Iteration 51Q: 3 clusters Score -1.770544e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -17705572.000000 Penalty: 5779.270996
	Iteration 52Q: 3 clusters Score -1.770557e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -17705644.000000 Penalty: 5779.270996
	Iteration 53Q: 3 clusters Score -1.770564e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 112107 members 
Entering Unmasked Estep 
Score: -17705774.000000 Penalty: 5779.270996
	Iteration 54Q: 3 clusters Score -1.770577e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -17705888.000000 Penalty: 5779.270996
	Iteration 55Q: 3 clusters Score -1.770589e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -17705946.000000 Penalty: 5779.270996
	Iteration 56Q: 3 clusters Score -1.770595e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -17705978.000000 Penalty: 5779.270996
	Iteration 57Q: 3 clusters Score -1.770598e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -17706056.000000 Penalty: 5779.270996
	Iteration 58Q: 3 clusters Score -1.770606e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -17706090.000000 Penalty: 5779.270996
	Iteration 59Q: 3 clusters Score -1.770609e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -17706132.000000 Penalty: 5779.270996
	Iteration 60F: 3 clusters Score -1.770613e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 113201 members 
Entering Unmasked Estep 
Score: -17706160.000000 Penalty: 5779.270996
	Iteration 61Q: 3 clusters Score -1.770616e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -17706176.000000 Penalty: 5779.270996
	Iteration 62Q: 3 clusters Score -1.770618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 113322 members 
Entering Unmasked Estep 
Score: -17706186.000000 Penalty: 5779.270996
	Iteration 63Q: 3 clusters Score -1.770619e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 113368 members 
Entering Unmasked Estep 
Score: -17706212.000000 Penalty: 5779.270996
	Iteration 64Q: 3 clusters Score -1.770621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 113415 members 
Entering Unmasked Estep 
Score: -17706228.000000 Penalty: 5779.270996
	Iteration 65Q: 3 clusters Score -1.770623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -17706254.000000 Penalty: 5779.270996
	Iteration 66Q: 3 clusters Score -1.770625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -17706278.000000 Penalty: 5779.270996
	Iteration 67Q: 3 clusters Score -1.770628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -17706298.000000 Penalty: 5779.270996
	Iteration 68Q: 3 clusters Score -1.77063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -17706294.000000 Penalty: 5779.270996
	Iteration 69Q: 3 clusters Score -1.770629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -17706316.000000 Penalty: 5779.270996
	Iteration 70Q: 3 clusters Score -1.770632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -17706322.000000 Penalty: 5779.270996
	Iteration 71Q: 3 clusters Score -1.770632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -17706334.000000 Penalty: 5779.270996
	Iteration 72Q: 3 clusters Score -1.770633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -17706330.000000 Penalty: 5779.270996
	Iteration 73Q: 3 clusters Score -1.770633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -17706332.000000 Penalty: 5779.270996
	Iteration 74Q: 3 clusters Score -1.770633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 113617 members 
Entering Unmasked Estep 
Score: -17706342.000000 Penalty: 5779.270996
	Iteration 75Q: 3 clusters Score -1.770634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -17706348.000000 Penalty: 5779.270996
	Iteration 76Q: 3 clusters Score -1.770635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -17706350.000000 Penalty: 5779.270996
	Iteration 77Q: 3 clusters Score -1.770635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 113625 members 
Entering Unmasked Estep 
Score: -17706364.000000 Penalty: 5779.270996
	Iteration 78Q: 3 clusters Score -1.770636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 113628 members 
Entering Unmasked Estep 
Score: -17706356.000000 Penalty: 5779.270996
	Iteration 79Q: 3 clusters Score -1.770636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -17706360.000000 Penalty: 5779.270996
	Iteration 80F: 3 clusters Score -1.770636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 113631 members 
Entering Unmasked Estep 
Score: -17706356.000000 Penalty: 5779.270996
	Iteration 81Q: 3 clusters Score -1.770636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 113632 members 
Entering Unmasked Estep 
Score: -17706354.000000 Penalty: 5779.270996
	Iteration 82Q: 3 clusters Score -1.770635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -17706350.000000 Penalty: 5779.270996
	Iteration 83Q: 3 clusters Score -1.770635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -17706352.000000 Penalty: 5779.270996
	Iteration 84Q: 3 clusters Score -1.770635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 113634 members 
Entering Unmasked Estep 
Score: -17706352.000000 Penalty: 5779.270996
	Iteration 85F: 3 clusters Score -1.770635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 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 436 members 
Entering Unmasked Estep 
Score: -111253.281250 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111253.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111624.757812 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111624.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111832.703125 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -111832.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112015.382812 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -112015.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112139.953125 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -112140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112290.312500 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -112290.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112442.929688 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -112442.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112499.710938 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -112499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112516.585938 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -112516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112535.726562 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -112535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112548.765625 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -112548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112552.781250 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -112552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112555.851562 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -112555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112556.898438 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -112556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112556.898438 Penalty: 3338.584961
	Iteration 14F: 3 clusters Score -112556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1259167.500000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1259168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1252560.500000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1252560 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1254386.250000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1254386 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1254653.125000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1254653 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1254850.625000 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -1254851 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1255014.875000 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -1255015 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1255149.125000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -1255149 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1255298.875000 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -1255299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1255450.625000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -1255451 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1255600.375000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1255600 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1255766.500000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1255766 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1255953.000000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1255953 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1256127.625000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1256128 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1256295.625000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1256296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1256473.750000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1256474 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1256625.875000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1256626 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1256759.500000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1256760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1256868.000000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1256868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1256960.500000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1256960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1257038.500000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1257038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1257089.125000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1257089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1257117.125000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1257117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1257149.125000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1257149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1257175.875000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1257176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1257194.250000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1257194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1257216.125000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1257216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1257229.500000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1257230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1257248.250000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1257248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1257262.625000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1257263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1257275.000000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1257275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1257285.125000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1257285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1257296.125000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1257296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1257304.000000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1257304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1257314.125000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1257314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1257319.750000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1257320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1257324.250000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1257324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1257334.625000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1257335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1257346.625000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1257347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1257349.250000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1257349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1257354.875000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1257355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1257359.375000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1257359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1257363.500000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1257364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1257365.250000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -1257365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1257370.000000 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -1257370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1257371.750000 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -1257372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1257376.625000 Penalty: 4477.282227
	Iteration 44Q: 3 clusters Score -1257377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1257376.875000 Penalty: 4477.282227
	Iteration 45Q: 3 clusters Score -1257377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1257378.625000 Penalty: 4477.282227
	Iteration 46Q: 3 clusters Score -1257379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1257379.250000 Penalty: 4477.282227
	Iteration 47Q: 3 clusters Score -1257379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1257379.250000 Penalty: 4477.282227
	Iteration 48F: 3 clusters Score -1257379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -91975.703125 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -91975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90288.101562 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -90288.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90715.406250 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -90715.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91004.398438 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -91004.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91239.726562 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -91239.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91392.601562 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -91392.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91518.195312 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -91518.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91624.828125 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -91624.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91689.492188 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -91689.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91742.398438 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -91742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -91758.625000 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -91758.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91763.671875 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -91763.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91766.570312 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -91766.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -91766.570312 Penalty: 3313.081299
	Iteration 12F: 3 clusters Score -91766.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -27824.238281 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -27824.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26712.060547 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -26712.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26855.289062 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -26855.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26945.650391 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -26945.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26951.800781 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -26951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26953.312500 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -26953.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26953.312500 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -26953.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -86665.265625 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -86665.27 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 315 members 
Entering Unmasked Estep 
Score: -85011.921875 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -85011.92 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85268.781250 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -85268.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85338.609375 Penalty: 3210.283691
	Iteration 2Q: 3 clusters Score -85338.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85380.000000 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -85380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85421.460938 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -85421.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85450.171875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -85450.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85477.000000 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -85477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85500.906250 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -85500.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85512.523438 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -85512.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85526.328125 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -85526.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85559.023438 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -85559.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85605.992188 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -85605.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85663.812500 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -85663.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85736.546875 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -85736.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85814.125000 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -85814.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85859.875000 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -85859.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85977.109375 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -85977.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86052.351562 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -86052.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86067.351562 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -86067.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86077.054688 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -86077.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86085.718750 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -86085.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86102.929688 Penalty: 3210.283691
	Iteration 21Q: 3 clusters Score -86102.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86120.484375 Penalty: 3210.283691
	Iteration 22Q: 3 clusters Score -86120.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86131.976562 Penalty: 3210.283691
	Iteration 23Q: 3 clusters Score -86131.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86161.914062 Penalty: 3210.283691
	Iteration 24Q: 3 clusters Score -86161.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86221.296875 Penalty: 3210.283691
	Iteration 25Q: 3 clusters Score -86221.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86277.453125 Penalty: 3210.283691
	Iteration 26Q: 3 clusters Score -86277.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86298.781250 Penalty: 3210.283691
	Iteration 27Q: 3 clusters Score -86298.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86307.515625 Penalty: 3210.283691
	Iteration 28Q: 3 clusters Score -86307.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86309.203125 Penalty: 3210.283691
	Iteration 29Q: 3 clusters Score -86309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86315.328125 Penalty: 3210.283691
	Iteration 30Q: 3 clusters Score -86315.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86318.500000 Penalty: 3210.283691
	Iteration 31Q: 3 clusters Score -86318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -86318.500000 Penalty: 3210.283691
	Iteration 32F: 3 clusters Score -86318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112598 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163712.000000 Penalty: 113455.515625
Iteration 319Q: 35 clusters Score -1.041637e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171362 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112601 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114890 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163720.000000 Penalty: 113455.515625
Iteration 320F: 35 clusters Score -1.041637e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112600 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163760.000000 Penalty: 113455.515625
Iteration 321Q: 35 clusters Score -1.041638e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171361 members 
Mstep: Class 6 contains 37073 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20173 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112601 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 322Q: 35 clusters Score -1.041638e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171364 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 113455.515625
Iteration 323Q: 35 clusters Score -1.041638e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171367 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42037 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112594 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114891 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163832.000000 Penalty: 113455.515625
Iteration 324Q: 35 clusters Score -1.041638e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171365 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112594 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114891 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 113455.515625
Iteration 325Q: 35 clusters Score -1.041638e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171362 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35225 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114892 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 113455.515625
Iteration 326Q: 35 clusters Score -1.041638e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171362 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112595 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114893 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163824.000000 Penalty: 113455.515625
Iteration 327Q: 35 clusters Score -1.041638e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171360 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112593 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114898 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163824.000000 Penalty: 113455.515625
Iteration 328Q: 35 clusters Score -1.041638e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171355 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15311 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112588 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8702 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114907 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163800.000000 Penalty: 113455.515625
Iteration 329Q: 35 clusters Score -1.041638e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171355 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112585 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114908 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163744.000000 Penalty: 113455.515625
Iteration 330Q: 35 clusters Score -1.041637e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171354 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35224 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112585 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114909 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 113455.515625
Iteration 331Q: 35 clusters Score -1.041638e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171357 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20174 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112581 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114910 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163760.000000 Penalty: 113455.515625
Iteration 332Q: 35 clusters Score -1.041638e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171356 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112580 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114911 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163776.000000 Penalty: 113455.515625
Iteration 333Q: 35 clusters Score -1.041638e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171352 members 
Mstep: Class 6 contains 37075 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112579 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114915 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163808.000000 Penalty: 113455.515625
Iteration 334Q: 35 clusters Score -1.041638e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 171346 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112579 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114920 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163776.000000 Penalty: 113455.515625
Iteration 335Q: 35 clusters Score -1.041638e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 171341 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112580 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114923 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 336Q: 35 clusters Score -1.041638e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 171342 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112583 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114920 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163744.000000 Penalty: 113455.515625
Iteration 337Q: 35 clusters Score -1.041637e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 171341 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112586 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8703 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114918 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 338Q: 35 clusters Score -1.041638e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 171340 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112588 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163744.000000 Penalty: 113455.515625
Iteration 339Q: 35 clusters Score -1.041637e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 171340 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112588 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163744.000000 Penalty: 113455.515625
Iteration 340F: 35 clusters Score -1.041637e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171339 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112588 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 341Q: 35 clusters Score -1.041638e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171338 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112589 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 342Q: 35 clusters Score -1.041638e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 343Q: 35 clusters Score -1.041638e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163752.000000 Penalty: 113455.515625
Iteration 344F: 35 clusters Score -1.041638e+08 nChanged 0
Entering ConstructFrom: 
Score: -104163752.000000 Penalty: 113455.515625
Entering ConstructFrom: 
Trying to split cluster 1 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -662402.375000 Penalty: 2117.320801
	Iteration 0F: 2 clusters Score -662402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -657863.937500 Penalty: 4234.641602
	Iteration 0F: 3 clusters Score -657863.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -659204.062500 Penalty: 4234.641602
	Iteration 1F: 3 clusters Score -659204.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -659692.500000 Penalty: 4234.641602
	Iteration 2F: 3 clusters Score -659692.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -660080.312500 Penalty: 4234.641602
	Iteration 3F: 3 clusters Score -660080.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -660475.625000 Penalty: 4234.641602
	Iteration 4F: 3 clusters Score -660475.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -660942.875000 Penalty: 4234.641602
	Iteration 5F: 3 clusters Score -660942.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -661326.625000 Penalty: 4234.641602
	Iteration 6F: 3 clusters Score -661326.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -661622.250000 Penalty: 4234.641602
	Iteration 7F: 3 clusters Score -661622.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -661881.500000 Penalty: 4234.641602
	Iteration 8Q: 3 clusters Score -661881.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -662055.937500 Penalty: 4234.641602
	Iteration 9Q: 3 clusters Score -662055.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -662191.812500 Penalty: 4234.641602
	Iteration 10Q: 3 clusters Score -662191.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -662274.125000 Penalty: 4234.641602
	Iteration 11Q: 3 clusters Score -662274.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -662331.812500 Penalty: 4234.641602
	Iteration 12Q: 3 clusters Score -662331.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -662375.812500 Penalty: 4234.641602
	Iteration 13Q: 3 clusters Score -662375.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -662404.812500 Penalty: 4234.641602
	Iteration 14Q: 3 clusters Score -662404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -662428.375000 Penalty: 4234.641602
	Iteration 15Q: 3 clusters Score -662428.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -662440.062500 Penalty: 4234.641602
	Iteration 16Q: 3 clusters Score -662440.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -662456.875000 Penalty: 4234.641602
	Iteration 17Q: 3 clusters Score -662456.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -662474.687500 Penalty: 4234.641602
	Iteration 18Q: 3 clusters Score -662474.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -662498.250000 Penalty: 4234.641602
	Iteration 19Q: 3 clusters Score -662498.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -662519.250000 Penalty: 4234.641602
	Iteration 20F: 3 clusters Score -662519.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -662545.625000 Penalty: 4234.641602
	Iteration 21Q: 3 clusters Score -662545.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -662568.687500 Penalty: 4234.641602
	Iteration 22Q: 3 clusters Score -662568.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -662604.187500 Penalty: 4234.641602
	Iteration 23Q: 3 clusters Score -662604.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -662633.750000 Penalty: 4234.641602
	Iteration 24Q: 3 clusters Score -662633.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -662665.250000 Penalty: 4234.641602
	Iteration 25Q: 3 clusters Score -662665.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -662698.250000 Penalty: 4234.641602
	Iteration 26Q: 3 clusters Score -662698.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -662737.000000 Penalty: 4234.641602
	Iteration 27Q: 3 clusters Score -662737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -662763.750000 Penalty: 4234.641602
	Iteration 28Q: 3 clusters Score -662763.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -662774.000000 Penalty: 4234.641602
	Iteration 29Q: 3 clusters Score -662774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -662780.187500 Penalty: 4234.641602
	Iteration 30Q: 3 clusters Score -662780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -662784.250000 Penalty: 4234.641602
	Iteration 31Q: 3 clusters Score -662784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -662785.875000 Penalty: 4234.641602
	Iteration 32Q: 3 clusters Score -662785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -662790.312500 Penalty: 4234.641602
	Iteration 33Q: 3 clusters Score -662790.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -662792.187500 Penalty: 4234.641602
	Iteration 34Q: 3 clusters Score -662792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -662793.187500 Penalty: 4234.641602
	Iteration 35Q: 3 clusters Score -662793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -662792.625000 Penalty: 4234.641602
	Iteration 36Q: 3 clusters Score -662792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -662793.937500 Penalty: 4234.641602
	Iteration 37Q: 3 clusters Score -662793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -662794.375000 Penalty: 4234.641602
	Iteration 38Q: 3 clusters Score -662794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -662794.375000 Penalty: 4234.641602
	Iteration 39F: 3 clusters Score -662794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 1757 members 
Entering Unmasked Estep 
Score: -104163032.000000 Penalty: 116792.445312
Splitting cluster 1 changes total score from -104163752.000000 to -104163032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -596372.500000 Penalty: 2061.896240
	Iteration 0F: 2 clusters Score -596372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -592436.125000 Penalty: 4123.792480
	Iteration 0F: 3 clusters Score -592436.1 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -593344.062500 Penalty: 4123.792480
	Iteration 1F: 3 clusters Score -593344.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -593543.562500 Penalty: 4123.792480
	Iteration 2F: 3 clusters Score -593543.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -593662.375000 Penalty: 4123.792480
	Iteration 3Q: 3 clusters Score -593662.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -593749.812500 Penalty: 4123.792480
	Iteration 4Q: 3 clusters Score -593749.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -593844.812500 Penalty: 4123.792480
	Iteration 5Q: 3 clusters Score -593844.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -593949.625000 Penalty: 4123.792480
	Iteration 6Q: 3 clusters Score -593949.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -594116.875000 Penalty: 4123.792480
	Iteration 7Q: 3 clusters Score -594116.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -594335.062500 Penalty: 4123.792480
	Iteration 8Q: 3 clusters Score -594335.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -594602.500000 Penalty: 4123.792480
	Iteration 9Q: 3 clusters Score -594602.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -595026.500000 Penalty: 4123.792480
	Iteration 10F: 3 clusters Score -595026.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -595702.250000 Penalty: 4123.792480
	Iteration 11F: 3 clusters Score -595702.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -596377.312500 Penalty: 4123.792480
	Iteration 12F: 3 clusters Score -596377.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -596831.875000 Penalty: 4123.792480
	Iteration 13F: 3 clusters Score -596831.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -597030.562500 Penalty: 4123.792480
	Iteration 14Q: 3 clusters Score -597030.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -597113.437500 Penalty: 4123.792480
	Iteration 15Q: 3 clusters Score -597113.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -597146.125000 Penalty: 4123.792480
	Iteration 16Q: 3 clusters Score -597146.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -597158.687500 Penalty: 4123.792480
	Iteration 17Q: 3 clusters Score -597158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -597163.812500 Penalty: 4123.792480
	Iteration 18Q: 3 clusters Score -597163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -597168.875000 Penalty: 4123.792480
	Iteration 19Q: 3 clusters Score -597168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -597170.875000 Penalty: 4123.792480
	Iteration 20F: 3 clusters Score -597170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -597173.437500 Penalty: 4123.792480
	Iteration 21Q: 3 clusters Score -597173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -597173.500000 Penalty: 4123.792480
	Iteration 22Q: 3 clusters Score -597173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -597173.500000 Penalty: 4123.792480
	Iteration 23F: 3 clusters Score -597173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 2013 members 
Entering Unmasked Estep 
Score: -104163360.000000 Penalty: 116792.445312
Splitting cluster 2 changes total score from -104163752.000000 to -104163360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -638787.375000 Penalty: 2080.955322
	Iteration 0F: 2 clusters Score -638787.4 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 2198 members 
Entering Unmasked Estep 
Score: -634642.750000 Penalty: 4161.910645
	Iteration 0F: 3 clusters Score -634642.8 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -635586.125000 Penalty: 4161.910645
	Iteration 1F: 3 clusters Score -635586.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -635804.562500 Penalty: 4161.910645
	Iteration 2F: 3 clusters Score -635804.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -635963.500000 Penalty: 4161.910645
	Iteration 3F: 3 clusters Score -635963.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -636091.500000 Penalty: 4161.910645
	Iteration 4Q: 3 clusters Score -636091.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -636218.000000 Penalty: 4161.910645
	Iteration 5Q: 3 clusters Score -636218 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -636328.437500 Penalty: 4161.910645
	Iteration 6Q: 3 clusters Score -636328.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -636439.625000 Penalty: 4161.910645
	Iteration 7Q: 3 clusters Score -636439.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -636556.875000 Penalty: 4161.910645
	Iteration 8Q: 3 clusters Score -636556.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -636669.937500 Penalty: 4161.910645
	Iteration 9Q: 3 clusters Score -636669.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -636799.375000 Penalty: 4161.910645
	Iteration 10Q: 3 clusters Score -636799.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -636925.000000 Penalty: 4161.910645
	Iteration 11Q: 3 clusters Score -636925 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -637040.000000 Penalty: 4161.910645
	Iteration 12Q: 3 clusters Score -637040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -637130.875000 Penalty: 4161.910645
	Iteration 13Q: 3 clusters Score -637130.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -637198.687500 Penalty: 4161.910645
	Iteration 14Q: 3 clusters Score -637198.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -637264.437500 Penalty: 4161.910645
	Iteration 15Q: 3 clusters Score -637264.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -637312.812500 Penalty: 4161.910645
	Iteration 16Q: 3 clusters Score -637312.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -637354.937500 Penalty: 4161.910645
	Iteration 17Q: 3 clusters Score -637354.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -637391.437500 Penalty: 4161.910645
	Iteration 18Q: 3 clusters Score -637391.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -637413.625000 Penalty: 4161.910645
	Iteration 19Q: 3 clusters Score -637413.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -637424.375000 Penalty: 4161.910645
	Iteration 20F: 3 clusters Score -637424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -637429.750000 Penalty: 4161.910645
	Iteration 21Q: 3 clusters Score -637429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -637432.312500 Penalty: 4161.910645
	Iteration 22Q: 3 clusters Score -637432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -637435.187500 Penalty: 4161.910645
	Iteration 23Q: 3 clusters Score -637435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -637435.125000 Penalty: 4161.910645
	Iteration 24Q: 3 clusters Score -637435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -637437.687500 Penalty: 4161.910645
	Iteration 25Q: 3 clusters Score -637437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -637438.937500 Penalty: 4161.910645
	Iteration 26Q: 3 clusters Score -637438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -637440.062500 Penalty: 4161.910645
	Iteration 27Q: 3 clusters Score -637440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -637441.125000 Penalty: 4161.910645
	Iteration 28Q: 3 clusters Score -637441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -637441.125000 Penalty: 4161.910645
	Iteration 29F: 3 clusters Score -637441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Entering Unmasked Estep 
Score: -2837261.250000 Penalty: 2437.787354
	Iteration 0F: 2 clusters Score -2837261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2824157.750000 Penalty: 4875.574707
	Iteration 0F: 3 clusters Score -2824158 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2828639.000000 Penalty: 4875.574707
	Iteration 1F: 3 clusters Score -2828639 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2829122.000000 Penalty: 4875.574707
	Iteration 2F: 3 clusters Score -2829122 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2829565.000000 Penalty: 4875.574707
	Iteration 3F: 3 clusters Score -2829565 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2830058.500000 Penalty: 4875.574707
	Iteration 4F: 3 clusters Score -2830058 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2830668.250000 Penalty: 4875.574707
	Iteration 5F: 3 clusters Score -2830668 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2831498.250000 Penalty: 4875.574707
	Iteration 6F: 3 clusters Score -2831498 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2832568.500000 Penalty: 4875.574707
	Iteration 7F: 3 clusters Score -2832568 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2833689.750000 Penalty: 4875.574707
	Iteration 8F: 3 clusters Score -2833690 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2834612.000000 Penalty: 4875.574707
	Iteration 9F: 3 clusters Score -2834612 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2835212.250000 Penalty: 4875.574707
	Iteration 10Q: 3 clusters Score -2835212 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2835534.750000 Penalty: 4875.574707
	Iteration 11Q: 3 clusters Score -2835535 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2835696.500000 Penalty: 4875.574707
	Iteration 12Q: 3 clusters Score -2835696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2835792.250000 Penalty: 4875.574707
	Iteration 13Q: 3 clusters Score -2835792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2835848.500000 Penalty: 4875.574707
	Iteration 14Q: 3 clusters Score -2835848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2835901.750000 Penalty: 4875.574707
	Iteration 15Q: 3 clusters Score -2835902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2835947.250000 Penalty: 4875.574707
	Iteration 16Q: 3 clusters Score -2835947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2835976.250000 Penalty: 4875.574707
	Iteration 17Q: 3 clusters Score -2835976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2835992.750000 Penalty: 4875.574707
	Iteration 18Q: 3 clusters Score -2835993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2836000.500000 Penalty: 4875.574707
	Iteration 19Q: 3 clusters Score -2836000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2836006.000000 Penalty: 4875.574707
	Iteration 20F: 3 clusters Score -2836006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2836007.500000 Penalty: 4875.574707
	Iteration 21Q: 3 clusters Score -2836008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2836015.250000 Penalty: 4875.574707
	Iteration 22Q: 3 clusters Score -2836015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2836015.750000 Penalty: 4875.574707
	Iteration 23Q: 3 clusters Score -2836016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2836015.500000 Penalty: 4875.574707
	Iteration 24Q: 3 clusters Score -2836016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2836018.750000 Penalty: 4875.574707
	Iteration 25Q: 3 clusters Score -2836019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2836019.500000 Penalty: 4875.574707
	Iteration 26Q: 3 clusters Score -2836020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2836019.500000 Penalty: 4875.574707
	Iteration 27F: 3 clusters Score -2836020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Entering Unmasked Estep 
Score: -26321022.000000 Penalty: 2988.744141
	Iteration 0F: 2 clusters Score -2.632102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -26215774.000000 Penalty: 5977.488281
	Iteration 0F: 3 clusters Score -2.621577e+07 nChanged 82060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -26263040.000000 Penalty: 5977.488281
	Iteration 1F: 3 clusters Score -2.626304e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -26264360.000000 Penalty: 5977.488281
	Iteration 2Q: 3 clusters Score -2.626436e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -26266290.000000 Penalty: 5977.488281
	Iteration 3Q: 3 clusters Score -2.626629e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -26269338.000000 Penalty: 5977.488281
	Iteration 4Q: 3 clusters Score -2.626934e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -26273914.000000 Penalty: 5977.488281
	Iteration 5Q: 3 clusters Score -2.627391e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 111575 members 
Entering Unmasked Estep 
Score: -26280484.000000 Penalty: 5977.488281
	Iteration 6F: 3 clusters Score -2.628048e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -26287428.000000 Penalty: 5977.488281
	Iteration 7F: 3 clusters Score -2.628743e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -26293348.000000 Penalty: 5977.488281
	Iteration 8F: 3 clusters Score -2.629335e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -26298066.000000 Penalty: 5977.488281
	Iteration 9Q: 3 clusters Score -2.629807e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -26301410.000000 Penalty: 5977.488281
	Iteration 10Q: 3 clusters Score -2.630141e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -26303812.000000 Penalty: 5977.488281
	Iteration 11Q: 3 clusters Score -2.630381e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -26305748.000000 Penalty: 5977.488281
	Iteration 12Q: 3 clusters Score -2.630575e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 146697 members 
Entering Unmasked Estep 
Score: -26307226.000000 Penalty: 5977.488281
	Iteration 13Q: 3 clusters Score -2.630723e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -26308616.000000 Penalty: 5977.488281
	Iteration 14Q: 3 clusters Score -2.630862e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 151213 members 
Entering Unmasked Estep 
Score: -26309740.000000 Penalty: 5977.488281
	Iteration 15Q: 3 clusters Score -2.630974e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -26310664.000000 Penalty: 5977.488281
	Iteration 16Q: 3 clusters Score -2.631066e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -26311500.000000 Penalty: 5977.488281
	Iteration 17Q: 3 clusters Score -2.63115e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 156389 members 
Entering Unmasked Estep 
Score: -26312160.000000 Penalty: 5977.488281
	Iteration 18Q: 3 clusters Score -2.631216e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 157788 members 
Entering Unmasked Estep 
Score: -26312854.000000 Penalty: 5977.488281
	Iteration 19Q: 3 clusters Score -2.631285e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -26313306.000000 Penalty: 5977.488281
	Iteration 20F: 3 clusters Score -2.631331e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -26313836.000000 Penalty: 5977.488281
	Iteration 21Q: 3 clusters Score -2.631384e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -26314316.000000 Penalty: 5977.488281
	Iteration 22Q: 3 clusters Score -2.631432e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 161984 members 
Entering Unmasked Estep 
Score: -26314752.000000 Penalty: 5977.488281
	Iteration 23Q: 3 clusters Score -2.631475e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 162806 members 
Entering Unmasked Estep 
Score: -26315026.000000 Penalty: 5977.488281
	Iteration 24Q: 3 clusters Score -2.631503e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 163534 members 
Entering Unmasked Estep 
Score: -26315418.000000 Penalty: 5977.488281
	Iteration 25Q: 3 clusters Score -2.631542e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 164143 members 
Entering Unmasked Estep 
Score: -26315726.000000 Penalty: 5977.488281
	Iteration 26Q: 3 clusters Score -2.631573e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 164695 members 
Entering Unmasked Estep 
Score: -26315984.000000 Penalty: 5977.488281
	Iteration 27Q: 3 clusters Score -2.631598e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 165175 members 
Entering Unmasked Estep 
Score: -26316266.000000 Penalty: 5977.488281
	Iteration 28Q: 3 clusters Score -2.631627e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -26316478.000000 Penalty: 5977.488281
	Iteration 29Q: 3 clusters Score -2.631648e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -26316666.000000 Penalty: 5977.488281
	Iteration 30Q: 3 clusters Score -2.631667e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 166233 members 
Entering Unmasked Estep 
Score: -26316824.000000 Penalty: 5977.488281
	Iteration 31Q: 3 clusters Score -2.631682e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -26316894.000000 Penalty: 5977.488281
	Iteration 32Q: 3 clusters Score -2.631689e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 166741 members 
Entering Unmasked Estep 
Score: -26316992.000000 Penalty: 5977.488281
	Iteration 33Q: 3 clusters Score -2.631699e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 166970 members 
Entering Unmasked Estep 
Score: -26317060.000000 Penalty: 5977.488281
	Iteration 34Q: 3 clusters Score -2.631706e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 167192 members 
Entering Unmasked Estep 
Score: -26317166.000000 Penalty: 5977.488281
	Iteration 35Q: 3 clusters Score -2.631717e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 167363 members 
Entering Unmasked Estep 
Score: -26317238.000000 Penalty: 5977.488281
	Iteration 36Q: 3 clusters Score -2.631724e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 167510 members 
Entering Unmasked Estep 
Score: -26317334.000000 Penalty: 5977.488281
	Iteration 37Q: 3 clusters Score -2.631733e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -26317374.000000 Penalty: 5977.488281
	Iteration 38Q: 3 clusters Score -2.631737e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -26317472.000000 Penalty: 5977.488281
	Iteration 39Q: 3 clusters Score -2.631747e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -26317494.000000 Penalty: 5977.488281
	Iteration 40F: 3 clusters Score -2.631749e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -26317548.000000 Penalty: 5977.488281
	Iteration 41Q: 3 clusters Score -2.631755e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -26317554.000000 Penalty: 5977.488281
	Iteration 42Q: 3 clusters Score -2.631755e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -26317610.000000 Penalty: 5977.488281
	Iteration 43Q: 3 clusters Score -2.631761e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -26317652.000000 Penalty: 5977.488281
	Iteration 44Q: 3 clusters Score -2.631765e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
Score: -26317680.000000 Penalty: 5977.488281
	Iteration 45Q: 3 clusters Score -2.631768e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 168271 members 
Entering Unmasked Estep 
Score: -26317716.000000 Penalty: 5977.488281
	Iteration 46Q: 3 clusters Score -2.631772e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -26317732.000000 Penalty: 5977.488281
	Iteration 47Q: 3 clusters Score -2.631773e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -26317726.000000 Penalty: 5977.488281
	Iteration 48Q: 3 clusters Score -2.631773e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -26317760.000000 Penalty: 5977.488281
	Iteration 49Q: 3 clusters Score -2.631776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 168500 members 
Entering Unmasked Estep 
Score: -26317768.000000 Penalty: 5977.488281
	Iteration 50Q: 3 clusters Score -2.631777e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -26317814.000000 Penalty: 5977.488281
	Iteration 51Q: 3 clusters Score -2.631781e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -26317818.000000 Penalty: 5977.488281
	Iteration 52Q: 3 clusters Score -2.631782e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 168653 members 
Entering Unmasked Estep 
Score: -26317844.000000 Penalty: 5977.488281
	Iteration 53Q: 3 clusters Score -2.631784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -26317858.000000 Penalty: 5977.488281
	Iteration 54Q: 3 clusters Score -2.631786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -26317874.000000 Penalty: 5977.488281
	Iteration 55Q: 3 clusters Score -2.631787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 168782 members 
Entering Unmasked Estep 
Score: -26317900.000000 Penalty: 5977.488281
	Iteration 56Q: 3 clusters Score -2.63179e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -26317890.000000 Penalty: 5977.488281
	Iteration 57Q: 3 clusters Score -2.631789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 168854 members 
Entering Unmasked Estep 
Score: -26317926.000000 Penalty: 5977.488281
	Iteration 58Q: 3 clusters Score -2.631793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -26317916.000000 Penalty: 5977.488281
	Iteration 59Q: 3 clusters Score -2.631792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -26317926.000000 Penalty: 5977.488281
	Iteration 60F: 3 clusters Score -2.631793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -26317946.000000 Penalty: 5977.488281
	Iteration 61Q: 3 clusters Score -2.631795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -26317996.000000 Penalty: 5977.488281
	Iteration 62Q: 3 clusters Score -2.6318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -26317992.000000 Penalty: 5977.488281
	Iteration 63Q: 3 clusters Score -2.631799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -26317994.000000 Penalty: 5977.488281
	Iteration 64Q: 3 clusters Score -2.631799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 169006 members 
Entering Unmasked Estep 
Score: -26318024.000000 Penalty: 5977.488281
	Iteration 65Q: 3 clusters Score -2.631802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -26318020.000000 Penalty: 5977.488281
	Iteration 66Q: 3 clusters Score -2.631802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -26318020.000000 Penalty: 5977.488281
	Iteration 67Q: 3 clusters Score -2.631802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -26318030.000000 Penalty: 5977.488281
	Iteration 68Q: 3 clusters Score -2.631803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 169076 members 
Entering Unmasked Estep 
Score: -26318054.000000 Penalty: 5977.488281
	Iteration 69Q: 3 clusters Score -2.631805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 169092 members 
Entering Unmasked Estep 
Score: -26318052.000000 Penalty: 5977.488281
	Iteration 70Q: 3 clusters Score -2.631805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -26318050.000000 Penalty: 5977.488281
	Iteration 71Q: 3 clusters Score -2.631805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -26318028.000000 Penalty: 5977.488281
	Iteration 72Q: 3 clusters Score -2.631803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -26318040.000000 Penalty: 5977.488281
	Iteration 73Q: 3 clusters Score -2.631804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -26318020.000000 Penalty: 5977.488281
	Iteration 74Q: 3 clusters Score -2.631802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -26318018.000000 Penalty: 5977.488281
	Iteration 75Q: 3 clusters Score -2.631802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 169180 members 
Entering Unmasked Estep 
Score: -26318034.000000 Penalty: 5977.488281
	Iteration 76Q: 3 clusters Score -2.631803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -26318034.000000 Penalty: 5977.488281
	Iteration 77Q: 3 clusters Score -2.631803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 169199 members 
Entering Unmasked Estep 
Score: -26318036.000000 Penalty: 5977.488281
	Iteration 78Q: 3 clusters Score -2.631804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -26318062.000000 Penalty: 5977.488281
	Iteration 79Q: 3 clusters Score -2.631806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -26318090.000000 Penalty: 5977.488281
	Iteration 80F: 3 clusters Score -2.631809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 169240 members 
Entering Unmasked Estep 
Score: -26318090.000000 Penalty: 5977.488281
	Iteration 81Q: 3 clusters Score -2.631809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 169251 members 
Entering Unmasked Estep 
Score: -26318082.000000 Penalty: 5977.488281
	Iteration 82Q: 3 clusters Score -2.631808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 169256 members 
Entering Unmasked Estep 
Score: -26318090.000000 Penalty: 5977.488281
	Iteration 83Q: 3 clusters Score -2.631809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 169258 members 
Entering Unmasked Estep 
Score: -26318086.000000 Penalty: 5977.488281
	Iteration 84Q: 3 clusters Score -2.631809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 169261 members 
Entering Unmasked Estep 
Score: -26318098.000000 Penalty: 5977.488281
	Iteration 85Q: 3 clusters Score -2.63181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 169264 members 
Entering Unmasked Estep 
Score: -26318100.000000 Penalty: 5977.488281
	Iteration 86Q: 3 clusters Score -2.63181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 169269 members 
Entering Unmasked Estep 
Score: -26318098.000000 Penalty: 5977.488281
	Iteration 87Q: 3 clusters Score -2.63181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 169273 members 
Entering Unmasked Estep 
Score: -26318104.000000 Penalty: 5977.488281
	Iteration 88Q: 3 clusters Score -2.63181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -26318116.000000 Penalty: 5977.488281
	Iteration 89Q: 3 clusters Score -2.631812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -26318116.000000 Penalty: 5977.488281
	Iteration 90Q: 3 clusters Score -2.631812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 169280 members 
Entering Unmasked Estep 
Score: -26318118.000000 Penalty: 5977.488281
	Iteration 91Q: 3 clusters Score -2.631812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 169283 members 
Entering Unmasked Estep 
Score: -26318118.000000 Penalty: 5977.488281
	Iteration 92Q: 3 clusters Score -2.631812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 169287 members 
Entering Unmasked Estep 
Score: -26318130.000000 Penalty: 5977.488281
	Iteration 93Q: 3 clusters Score -2.631813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -26318142.000000 Penalty: 5977.488281
	Iteration 94Q: 3 clusters Score -2.631814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -26318142.000000 Penalty: 5977.488281
	Iteration 95F: 3 clusters Score -2.631814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Entering Unmasked Estep 
Score: -5614312.000000 Penalty: 2609.139893
	Iteration 0F: 2 clusters Score -5614312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -5589232.500000 Penalty: 5218.279785
	Iteration 0F: 3 clusters Score -5589232 nChanged 16686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5598598.500000 Penalty: 5218.279785
	Iteration 1F: 3 clusters Score -5598598 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5599312.500000 Penalty: 5218.279785
	Iteration 2Q: 3 clusters Score -5599312 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5600186.500000 Penalty: 5218.279785
	Iteration 3F: 3 clusters Score -5600186 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5601088.500000 Penalty: 5218.279785
	Iteration 4F: 3 clusters Score -5601088 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5602329.000000 Penalty: 5218.279785
	Iteration 5F: 3 clusters Score -5602329 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5603562.500000 Penalty: 5218.279785
	Iteration 6F: 3 clusters Score -5603562 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -5604713.500000 Penalty: 5218.279785
	Iteration 7F: 3 clusters Score -5604714 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -5605776.500000 Penalty: 5218.279785
	Iteration 8F: 3 clusters Score -5605776 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -5606773.500000 Penalty: 5218.279785
	Iteration 9Q: 3 clusters Score -5606774 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5607701.000000 Penalty: 5218.279785
	Iteration 10Q: 3 clusters Score -5607701 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5608581.500000 Penalty: 5218.279785
	Iteration 11Q: 3 clusters Score -5608582 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -5609425.000000 Penalty: 5218.279785
	Iteration 12Q: 3 clusters Score -5609425 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5610080.000000 Penalty: 5218.279785
	Iteration 13Q: 3 clusters Score -5610080 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5610556.500000 Penalty: 5218.279785
	Iteration 14Q: 3 clusters Score -5610556 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5610904.500000 Penalty: 5218.279785
	Iteration 15Q: 3 clusters Score -5610904 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -5611189.500000 Penalty: 5218.279785
	Iteration 16Q: 3 clusters Score -5611190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -5611384.500000 Penalty: 5218.279785
	Iteration 17Q: 3 clusters Score -5611384 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5611523.000000 Penalty: 5218.279785
	Iteration 18Q: 3 clusters Score -5611523 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5611595.500000 Penalty: 5218.279785
	Iteration 19Q: 3 clusters Score -5611596 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5611676.000000 Penalty: 5218.279785
	Iteration 20F: 3 clusters Score -5611676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5611740.000000 Penalty: 5218.279785
	Iteration 21Q: 3 clusters Score -5611740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5611802.500000 Penalty: 5218.279785
	Iteration 22Q: 3 clusters Score -5611802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -5611842.500000 Penalty: 5218.279785
	Iteration 23Q: 3 clusters Score -5611842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5611871.000000 Penalty: 5218.279785
	Iteration 24Q: 3 clusters Score -5611871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5611911.000000 Penalty: 5218.279785
	Iteration 25Q: 3 clusters Score -5611911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -5611949.000000 Penalty: 5218.279785
	Iteration 26Q: 3 clusters Score -5611949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5611975.500000 Penalty: 5218.279785
	Iteration 27Q: 3 clusters Score -5611976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -5611982.500000 Penalty: 5218.279785
	Iteration 28Q: 3 clusters Score -5611982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -5611984.500000 Penalty: 5218.279785
	Iteration 29Q: 3 clusters Score -5611984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -5612003.000000 Penalty: 5218.279785
	Iteration 30Q: 3 clusters Score -5612003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -5612015.000000 Penalty: 5218.279785
	Iteration 31Q: 3 clusters Score -5612015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -5612034.000000 Penalty: 5218.279785
	Iteration 32Q: 3 clusters Score -5612034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5612053.500000 Penalty: 5218.279785
	Iteration 33Q: 3 clusters Score -5612054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5612058.000000 Penalty: 5218.279785
	Iteration 34Q: 3 clusters Score -5612058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -5612072.000000 Penalty: 5218.279785
	Iteration 35Q: 3 clusters Score -5612072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5612079.500000 Penalty: 5218.279785
	Iteration 36Q: 3 clusters Score -5612080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5612082.000000 Penalty: 5218.279785
	Iteration 37Q: 3 clusters Score -5612082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5612099.000000 Penalty: 5218.279785
	Iteration 38Q: 3 clusters Score -5612099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -5612101.000000 Penalty: 5218.279785
	Iteration 39Q: 3 clusters Score -5612101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -5612099.000000 Penalty: 5218.279785
	Iteration 40F: 3 clusters Score -5612099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5612090.500000 Penalty: 5218.279785
	Iteration 41Q: 3 clusters Score -5612090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -5612098.500000 Penalty: 5218.279785
	Iteration 42Q: 3 clusters Score -5612098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5612099.000000 Penalty: 5218.279785
	Iteration 43Q: 3 clusters Score -5612099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5612095.500000 Penalty: 5218.279785
	Iteration 44Q: 3 clusters Score -5612096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5612095.500000 Penalty: 5218.279785
	Iteration 45Q: 3 clusters Score -5612096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5612100.000000 Penalty: 5218.279785
	Iteration 46Q: 3 clusters Score -5612100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5612097.500000 Penalty: 5218.279785
	Iteration 47Q: 3 clusters Score -5612098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5612101.000000 Penalty: 5218.279785
	Iteration 48Q: 3 clusters Score -5612101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5612098.500000 Penalty: 5218.279785
	Iteration 49Q: 3 clusters Score -5612098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5612101.000000 Penalty: 5218.279785
	Iteration 50Q: 3 clusters Score -5612101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5612107.500000 Penalty: 5218.279785
	Iteration 51Q: 3 clusters Score -5612108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -5612111.000000 Penalty: 5218.279785
	Iteration 52Q: 3 clusters Score -5612111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -5612115.500000 Penalty: 5218.279785
	Iteration 53Q: 3 clusters Score -5612116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5612126.000000 Penalty: 5218.279785
	Iteration 54Q: 3 clusters Score -5612126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5612127.500000 Penalty: 5218.279785
	Iteration 55Q: 3 clusters Score -5612128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5612129.000000 Penalty: 5218.279785
	Iteration 56Q: 3 clusters Score -5612129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -5612122.000000 Penalty: 5218.279785
	Iteration 57Q: 3 clusters Score -5612122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -5612123.500000 Penalty: 5218.279785
	Iteration 58Q: 3 clusters Score -5612124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5612116.500000 Penalty: 5218.279785
	Iteration 59Q: 3 clusters Score -5612116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -5612121.500000 Penalty: 5218.279785
	Iteration 60F: 3 clusters Score -5612122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -5612121.500000 Penalty: 5218.279785
	Iteration 61Q: 3 clusters Score -5612122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -5612119.500000 Penalty: 5218.279785
	Iteration 62Q: 3 clusters Score -5612120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5612121.500000 Penalty: 5218.279785
	Iteration 63Q: 3 clusters Score -5612122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -5612127.500000 Penalty: 5218.279785
	Iteration 64Q: 3 clusters Score -5612128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5612131.000000 Penalty: 5218.279785
	Iteration 65Q: 3 clusters Score -5612131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5612127.500000 Penalty: 5218.279785
	Iteration 66Q: 3 clusters Score -5612128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5612138.000000 Penalty: 5218.279785
	Iteration 67Q: 3 clusters Score -5612138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5612138.000000 Penalty: 5218.279785
	Iteration 68Q: 3 clusters Score -5612138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -5612137.500000 Penalty: 5218.279785
	Iteration 69Q: 3 clusters Score -5612138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5612137.000000 Penalty: 5218.279785
	Iteration 70Q: 3 clusters Score -5612137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -5612136.000000 Penalty: 5218.279785
	Iteration 71Q: 3 clusters Score -5612136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -5612136.000000 Penalty: 5218.279785
	Iteration 72F: 3 clusters Score -5612136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -135029.906250 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -135029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133278.765625 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -133278.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133778.781250 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -133778.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134473.437500 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -134473.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -134762.734375 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -134762.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -134936.609375 Penalty: 3427.237549
	Iteration 4F: 3 clusters Score -134936.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135049.265625 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -135049.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135103.078125 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -135103.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135123.203125 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -135123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135132.781250 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -135132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135132.781250 Penalty: 3427.237549
	Iteration 9F: 3 clusters Score -135132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 830 members 
Entering Unmasked Estep 
Score: -104162152.000000 Penalty: 116792.445312
Splitting cluster 7 changes total score from -104163752.000000 to -104162152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -88237.421875 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -88237.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -86818.257812 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -86818.26 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87123.171875 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -87123.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87178.445312 Penalty: 3274.210205
	Iteration 2Q: 3 clusters Score -87178.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87227.515625 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -87227.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87262.054688 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -87262.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87288.109375 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -87288.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87313.906250 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -87313.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87330.148438 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -87330.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87352.539062 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -87352.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87367.867188 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -87367.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87372.132812 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -87372.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87376.625000 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -87376.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87382.914062 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -87382.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87386.625000 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -87386.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87388.523438 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -87388.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87388.976562 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -87388.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87390.046875 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -87390.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87392.773438 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -87392.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87407.132812 Penalty: 3274.210205
	Iteration 18F: 3 clusters Score -87407.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87438.820312 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -87438.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87532.914062 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -87532.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87731.273438 Penalty: 3274.210205
	Iteration 21Q: 3 clusters Score -87731.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87788.601562 Penalty: 3274.210205
	Iteration 22Q: 3 clusters Score -87788.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87862.085938 Penalty: 3274.210205
	Iteration 23Q: 3 clusters Score -87862.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87956.992188 Penalty: 3274.210205
	Iteration 24F: 3 clusters Score -87956.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88020.132812 Penalty: 3274.210205
	Iteration 25Q: 3 clusters Score -88020.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88109.375000 Penalty: 3274.210205
	Iteration 26Q: 3 clusters Score -88109.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88212.476562 Penalty: 3274.210205
	Iteration 27Q: 3 clusters Score -88212.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -88355.921875 Penalty: 3274.210205
	Iteration 28Q: 3 clusters Score -88355.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -88465.203125 Penalty: 3274.210205
	Iteration 29Q: 3 clusters Score -88465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -88532.687500 Penalty: 3274.210205
	Iteration 30Q: 3 clusters Score -88532.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88609.351562 Penalty: 3274.210205
	Iteration 31Q: 3 clusters Score -88609.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -88630.726562 Penalty: 3274.210205
	Iteration 32Q: 3 clusters Score -88630.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -88644.023438 Penalty: 3274.210205
	Iteration 33Q: 3 clusters Score -88644.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -88653.140625 Penalty: 3274.210205
	Iteration 34Q: 3 clusters Score -88653.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -88670.203125 Penalty: 3274.210205
	Iteration 35Q: 3 clusters Score -88670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -88674.890625 Penalty: 3274.210205
	Iteration 36Q: 3 clusters Score -88674.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -88678.289062 Penalty: 3274.210205
	Iteration 37F: 3 clusters Score -88678.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -88717.179688 Penalty: 3274.210205
	Iteration 38Q: 3 clusters Score -88717.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -88764.632812 Penalty: 3274.210205
	Iteration 39Q: 3 clusters Score -88764.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88775.000000 Penalty: 3274.210205
	Iteration 40F: 3 clusters Score -88775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88822.710938 Penalty: 3274.210205
	Iteration 41Q: 3 clusters Score -88822.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -88848.562500 Penalty: 3274.210205
	Iteration 42Q: 3 clusters Score -88848.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -88854.796875 Penalty: 3274.210205
	Iteration 43Q: 3 clusters Score -88854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88857.234375 Penalty: 3274.210205
	Iteration 44Q: 3 clusters Score -88857.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -88857.234375 Penalty: 3274.210205
	Iteration 45F: 3 clusters Score -88857.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 589 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 838 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 147 members 
Entering Unmasked Estep 
Score: -104162736.000000 Penalty: 116792.445312
Splitting cluster 8 changes total score from -104163752.000000 to -104162736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Entering Unmasked Estep 
Score: -1941663.125000 Penalty: 2366.010010
	Iteration 0F: 2 clusters Score -1941663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1931501.500000 Penalty: 4732.020020
	Iteration 0F: 3 clusters Score -1931502 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1935010.375000 Penalty: 4732.020020
	Iteration 1F: 3 clusters Score -1935010 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1935767.250000 Penalty: 4732.020020
	Iteration 2F: 3 clusters Score -1935767 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1936524.000000 Penalty: 4732.020020
	Iteration 3F: 3 clusters Score -1936524 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1937251.500000 Penalty: 4732.020020
	Iteration 4F: 3 clusters Score -1937252 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1937793.625000 Penalty: 4732.020020
	Iteration 5F: 3 clusters Score -1937794 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1938211.500000 Penalty: 4732.020020
	Iteration 6F: 3 clusters Score -1938212 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1938479.250000 Penalty: 4732.020020
	Iteration 7Q: 3 clusters Score -1938479 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1938628.250000 Penalty: 4732.020020
	Iteration 8Q: 3 clusters Score -1938628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1938730.625000 Penalty: 4732.020020
	Iteration 9Q: 3 clusters Score -1938731 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1938803.000000 Penalty: 4732.020020
	Iteration 10Q: 3 clusters Score -1938803 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1938858.500000 Penalty: 4732.020020
	Iteration 11Q: 3 clusters Score -1938858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1938902.750000 Penalty: 4732.020020
	Iteration 12Q: 3 clusters Score -1938903 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1938938.125000 Penalty: 4732.020020
	Iteration 13Q: 3 clusters Score -1938938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1938976.000000 Penalty: 4732.020020
	Iteration 14Q: 3 clusters Score -1938976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1939014.500000 Penalty: 4732.020020
	Iteration 15Q: 3 clusters Score -1939014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1939037.625000 Penalty: 4732.020020
	Iteration 16Q: 3 clusters Score -1939038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1939066.500000 Penalty: 4732.020020
	Iteration 17Q: 3 clusters Score -1939066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1939105.875000 Penalty: 4732.020020
	Iteration 18Q: 3 clusters Score -1939106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1939127.250000 Penalty: 4732.020020
	Iteration 19Q: 3 clusters Score -1939127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1939153.625000 Penalty: 4732.020020
	Iteration 20F: 3 clusters Score -1939154 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1939183.875000 Penalty: 4732.020020
	Iteration 21Q: 3 clusters Score -1939184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1939212.250000 Penalty: 4732.020020
	Iteration 22Q: 3 clusters Score -1939212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1939248.875000 Penalty: 4732.020020
	Iteration 23Q: 3 clusters Score -1939249 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1939266.375000 Penalty: 4732.020020
	Iteration 24Q: 3 clusters Score -1939266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1939287.000000 Penalty: 4732.020020
	Iteration 25Q: 3 clusters Score -1939287 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1939309.000000 Penalty: 4732.020020
	Iteration 26Q: 3 clusters Score -1939309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1939330.500000 Penalty: 4732.020020
	Iteration 27Q: 3 clusters Score -1939330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1939339.375000 Penalty: 4732.020020
	Iteration 28Q: 3 clusters Score -1939339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1939346.375000 Penalty: 4732.020020
	Iteration 29Q: 3 clusters Score -1939346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1939363.125000 Penalty: 4732.020020
	Iteration 30Q: 3 clusters Score -1939363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1939381.000000 Penalty: 4732.020020
	Iteration 31Q: 3 clusters Score -1939381 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1939412.750000 Penalty: 4732.020020
	Iteration 32Q: 3 clusters Score -1939413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1939431.875000 Penalty: 4732.020020
	Iteration 33Q: 3 clusters Score -1939432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1939448.875000 Penalty: 4732.020020
	Iteration 34Q: 3 clusters Score -1939449 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1939474.750000 Penalty: 4732.020020
	Iteration 35Q: 3 clusters Score -1939475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1939493.875000 Penalty: 4732.020020
	Iteration 36Q: 3 clusters Score -1939494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1939509.875000 Penalty: 4732.020020
	Iteration 37Q: 3 clusters Score -1939510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1939532.125000 Penalty: 4732.020020
	Iteration 38Q: 3 clusters Score -1939532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1939558.125000 Penalty: 4732.020020
	Iteration 39Q: 3 clusters Score -1939558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1939587.250000 Penalty: 4732.020020
	Iteration 40F: 3 clusters Score -1939587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1939616.375000 Penalty: 4732.020020
	Iteration 41Q: 3 clusters Score -1939616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1939640.125000 Penalty: 4732.020020
	Iteration 42Q: 3 clusters Score -1939640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1939672.750000 Penalty: 4732.020020
	Iteration 43Q: 3 clusters Score -1939673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1939699.500000 Penalty: 4732.020020
	Iteration 44Q: 3 clusters Score -1939700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1939728.875000 Penalty: 4732.020020
	Iteration 45Q: 3 clusters Score -1939729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1939760.500000 Penalty: 4732.020020
	Iteration 46Q: 3 clusters Score -1939760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1939787.250000 Penalty: 4732.020020
	Iteration 47Q: 3 clusters Score -1939787 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1939810.125000 Penalty: 4732.020020
	Iteration 48Q: 3 clusters Score -1939810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1939831.750000 Penalty: 4732.020020
	Iteration 49Q: 3 clusters Score -1939832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1939841.000000 Penalty: 4732.020020
	Iteration 50Q: 3 clusters Score -1939841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1939859.125000 Penalty: 4732.020020
	Iteration 51Q: 3 clusters Score -1939859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1939869.875000 Penalty: 4732.020020
	Iteration 52Q: 3 clusters Score -1939870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1939885.000000 Penalty: 4732.020020
	Iteration 53Q: 3 clusters Score -1939885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1939901.875000 Penalty: 4732.020020
	Iteration 54Q: 3 clusters Score -1939902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1939920.375000 Penalty: 4732.020020
	Iteration 55Q: 3 clusters Score -1939920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1939935.625000 Penalty: 4732.020020
	Iteration 56Q: 3 clusters Score -1939936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1939953.375000 Penalty: 4732.020020
	Iteration 57Q: 3 clusters Score -1939953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1939967.625000 Penalty: 4732.020020
	Iteration 58Q: 3 clusters Score -1939968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1939972.750000 Penalty: 4732.020020
	Iteration 59Q: 3 clusters Score -1939973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1939980.125000 Penalty: 4732.020020
	Iteration 60F: 3 clusters Score -1939980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1939987.125000 Penalty: 4732.020020
	Iteration 61Q: 3 clusters Score -1939987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1939999.250000 Penalty: 4732.020020
	Iteration 62Q: 3 clusters Score -1939999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1940009.750000 Penalty: 4732.020020
	Iteration 63Q: 3 clusters Score -1940010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1940023.625000 Penalty: 4732.020020
	Iteration 64Q: 3 clusters Score -1940024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1940036.250000 Penalty: 4732.020020
	Iteration 65Q: 3 clusters Score -1940036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1940044.625000 Penalty: 4732.020020
	Iteration 66Q: 3 clusters Score -1940045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1940053.000000 Penalty: 4732.020020
	Iteration 67Q: 3 clusters Score -1940053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1940060.625000 Penalty: 4732.020020
	Iteration 68Q: 3 clusters Score -1940061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1940062.500000 Penalty: 4732.020020
	Iteration 69Q: 3 clusters Score -1940062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1940068.500000 Penalty: 4732.020020
	Iteration 70Q: 3 clusters Score -1940068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1940068.500000 Penalty: 4732.020020
	Iteration 71Q: 3 clusters Score -1940068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1940078.875000 Penalty: 4732.020020
	Iteration 72Q: 3 clusters Score -1940079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1940085.375000 Penalty: 4732.020020
	Iteration 73Q: 3 clusters Score -1940085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1940088.500000 Penalty: 4732.020020
	Iteration 74Q: 3 clusters Score -1940088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1940089.125000 Penalty: 4732.020020
	Iteration 75Q: 3 clusters Score -1940089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1940093.875000 Penalty: 4732.020020
	Iteration 76Q: 3 clusters Score -1940094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1940095.125000 Penalty: 4732.020020
	Iteration 77Q: 3 clusters Score -1940095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1940095.500000 Penalty: 4732.020020
	Iteration 78Q: 3 clusters Score -1940096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1940098.250000 Penalty: 4732.020020
	Iteration 79Q: 3 clusters Score -1940098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1940097.750000 Penalty: 4732.020020
	Iteration 80F: 3 clusters Score -1940098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Entering Unmasked Estep 
Score: -2327382.500000 Penalty: 2389.825439
	Iteration 0F: 2 clusters Score -2327382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2316291.000000 Penalty: 4779.650879
	Iteration 0F: 3 clusters Score -2316291 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2319868.250000 Penalty: 4779.650879
	Iteration 1F: 3 clusters Score -2319868 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2320271.500000 Penalty: 4779.650879
	Iteration 2F: 3 clusters Score -2320272 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2320651.250000 Penalty: 4779.650879
	Iteration 3F: 3 clusters Score -2320651 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2321037.000000 Penalty: 4779.650879
	Iteration 4Q: 3 clusters Score -2321037 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2321460.000000 Penalty: 4779.650879
	Iteration 5Q: 3 clusters Score -2321460 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2321922.250000 Penalty: 4779.650879
	Iteration 6Q: 3 clusters Score -2321922 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2322451.000000 Penalty: 4779.650879
	Iteration 7F: 3 clusters Score -2322451 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2322995.500000 Penalty: 4779.650879
	Iteration 8Q: 3 clusters Score -2322996 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2323519.000000 Penalty: 4779.650879
	Iteration 9Q: 3 clusters Score -2323519 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2323958.750000 Penalty: 4779.650879
	Iteration 10Q: 3 clusters Score -2323959 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2324320.000000 Penalty: 4779.650879
	Iteration 11Q: 3 clusters Score -2324320 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2324547.250000 Penalty: 4779.650879
	Iteration 12Q: 3 clusters Score -2324547 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2324706.250000 Penalty: 4779.650879
	Iteration 13Q: 3 clusters Score -2324706 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2324832.000000 Penalty: 4779.650879
	Iteration 14Q: 3 clusters Score -2324832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2324928.500000 Penalty: 4779.650879
	Iteration 15Q: 3 clusters Score -2324928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2325021.500000 Penalty: 4779.650879
	Iteration 16Q: 3 clusters Score -2325022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2325101.500000 Penalty: 4779.650879
	Iteration 17Q: 3 clusters Score -2325102 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2325184.250000 Penalty: 4779.650879
	Iteration 18Q: 3 clusters Score -2325184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2325239.000000 Penalty: 4779.650879
	Iteration 19Q: 3 clusters Score -2325239 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2325286.750000 Penalty: 4779.650879
	Iteration 20F: 3 clusters Score -2325287 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2325335.000000 Penalty: 4779.650879
	Iteration 21Q: 3 clusters Score -2325335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2325371.750000 Penalty: 4779.650879
	Iteration 22Q: 3 clusters Score -2325372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2325415.000000 Penalty: 4779.650879
	Iteration 23Q: 3 clusters Score -2325415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2325464.000000 Penalty: 4779.650879
	Iteration 24Q: 3 clusters Score -2325464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2325504.250000 Penalty: 4779.650879
	Iteration 25Q: 3 clusters Score -2325504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2325545.500000 Penalty: 4779.650879
	Iteration 26Q: 3 clusters Score -2325546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2325580.250000 Penalty: 4779.650879
	Iteration 27Q: 3 clusters Score -2325580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2325627.750000 Penalty: 4779.650879
	Iteration 28Q: 3 clusters Score -2325628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2325670.500000 Penalty: 4779.650879
	Iteration 29Q: 3 clusters Score -2325670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2325715.250000 Penalty: 4779.650879
	Iteration 30Q: 3 clusters Score -2325715 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2325754.250000 Penalty: 4779.650879
	Iteration 31Q: 3 clusters Score -2325754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2325798.500000 Penalty: 4779.650879
	Iteration 32Q: 3 clusters Score -2325798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2325832.750000 Penalty: 4779.650879
	Iteration 33Q: 3 clusters Score -2325833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2325876.250000 Penalty: 4779.650879
	Iteration 34Q: 3 clusters Score -2325876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2325910.250000 Penalty: 4779.650879
	Iteration 35Q: 3 clusters Score -2325910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2325935.250000 Penalty: 4779.650879
	Iteration 36Q: 3 clusters Score -2325935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2325947.750000 Penalty: 4779.650879
	Iteration 37Q: 3 clusters Score -2325948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2325957.500000 Penalty: 4779.650879
	Iteration 38Q: 3 clusters Score -2325958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2325965.500000 Penalty: 4779.650879
	Iteration 39Q: 3 clusters Score -2325966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2325979.250000 Penalty: 4779.650879
	Iteration 40F: 3 clusters Score -2325979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2325986.250000 Penalty: 4779.650879
	Iteration 41Q: 3 clusters Score -2325986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2325992.500000 Penalty: 4779.650879
	Iteration 42Q: 3 clusters Score -2325992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2325994.000000 Penalty: 4779.650879
	Iteration 43Q: 3 clusters Score -2325994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2325996.250000 Penalty: 4779.650879
	Iteration 44Q: 3 clusters Score -2325996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2326000.250000 Penalty: 4779.650879
	Iteration 45Q: 3 clusters Score -2326000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2326001.250000 Penalty: 4779.650879
	Iteration 46Q: 3 clusters Score -2326001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2326006.500000 Penalty: 4779.650879
	Iteration 47Q: 3 clusters Score -2326006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2326007.500000 Penalty: 4779.650879
	Iteration 48Q: 3 clusters Score -2326008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2326011.000000 Penalty: 4779.650879
	Iteration 49Q: 3 clusters Score -2326011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2326010.750000 Penalty: 4779.650879
	Iteration 50Q: 3 clusters Score -2326011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2326010.500000 Penalty: 4779.650879
	Iteration 51Q: 3 clusters Score -2326010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2326011.750000 Penalty: 4779.650879
	Iteration 52Q: 3 clusters Score -2326012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2326014.500000 Penalty: 4779.650879
	Iteration 53Q: 3 clusters Score -2326014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2326015.750000 Penalty: 4779.650879
	Iteration 54Q: 3 clusters Score -2326016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2326018.250000 Penalty: 4779.650879
	Iteration 55Q: 3 clusters Score -2326018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2326019.000000 Penalty: 4779.650879
	Iteration 56Q: 3 clusters Score -2326019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2326023.750000 Penalty: 4779.650879
	Iteration 57Q: 3 clusters Score -2326024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2326024.250000 Penalty: 4779.650879
	Iteration 58Q: 3 clusters Score -2326024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2326034.000000 Penalty: 4779.650879
	Iteration 59Q: 3 clusters Score -2326034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2326040.500000 Penalty: 4779.650879
	Iteration 60F: 3 clusters Score -2326040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2326053.000000 Penalty: 4779.650879
	Iteration 61Q: 3 clusters Score -2326053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2326061.250000 Penalty: 4779.650879
	Iteration 62Q: 3 clusters Score -2326061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2326080.000000 Penalty: 4779.650879
	Iteration 63Q: 3 clusters Score -2326080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2326113.500000 Penalty: 4779.650879
	Iteration 64Q: 3 clusters Score -2326114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2326153.750000 Penalty: 4779.650879
	Iteration 65Q: 3 clusters Score -2326154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2326218.250000 Penalty: 4779.650879
	Iteration 66Q: 3 clusters Score -2326218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2326331.250000 Penalty: 4779.650879
	Iteration 67Q: 3 clusters Score -2326331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2326436.000000 Penalty: 4779.650879
	Iteration 68Q: 3 clusters Score -2326436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2326549.500000 Penalty: 4779.650879
	Iteration 69Q: 3 clusters Score -2326550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2326638.000000 Penalty: 4779.650879
	Iteration 70Q: 3 clusters Score -2326638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2326693.000000 Penalty: 4779.650879
	Iteration 71Q: 3 clusters Score -2326693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2326734.500000 Penalty: 4779.650879
	Iteration 72Q: 3 clusters Score -2326734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2326757.500000 Penalty: 4779.650879
	Iteration 73Q: 3 clusters Score -2326758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2326773.000000 Penalty: 4779.650879
	Iteration 74Q: 3 clusters Score -2326773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2326789.250000 Penalty: 4779.650879
	Iteration 75Q: 3 clusters Score -2326789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2326794.500000 Penalty: 4779.650879
	Iteration 76Q: 3 clusters Score -2326794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2326804.750000 Penalty: 4779.650879
	Iteration 77Q: 3 clusters Score -2326805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2326809.250000 Penalty: 4779.650879
	Iteration 78Q: 3 clusters Score -2326809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2326812.000000 Penalty: 4779.650879
	Iteration 79Q: 3 clusters Score -2326812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2326893.250000 Penalty: 4779.650879
	Iteration 80F: 3 clusters Score -2326893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2326949.500000 Penalty: 4779.650879
	Iteration 81Q: 3 clusters Score -2326950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2326967.250000 Penalty: 4779.650879
	Iteration 82Q: 3 clusters Score -2326967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2326971.750000 Penalty: 4779.650879
	Iteration 83Q: 3 clusters Score -2326972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2326986.000000 Penalty: 4779.650879
	Iteration 84Q: 3 clusters Score -2326986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2326984.750000 Penalty: 4779.650879
	Iteration 85Q: 3 clusters Score -2326985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2326984.000000 Penalty: 4779.650879
	Iteration 86Q: 3 clusters Score -2326984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2326985.000000 Penalty: 4779.650879
	Iteration 87Q: 3 clusters Score -2326985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2326985.000000 Penalty: 4779.650879
	Iteration 88F: 3 clusters Score -2326985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -87316.585938 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -87316.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85679.773438 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -85679.77 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85903.109375 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -85903.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86003.421875 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -86003.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86063.429688 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -86063.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86127.187500 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -86127.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86181.117188 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -86181.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86224.109375 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -86224.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86261.367188 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -86261.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86298.289062 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -86298.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86338.195312 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -86338.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86377.812500 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -86377.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86399.554688 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -86399.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86409.664062 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -86409.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86422.382812 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -86422.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86447.125000 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -86447.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86456.429688 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -86456.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86466.515625 Penalty: 3194.709473
	Iteration 16Q: 3 clusters Score -86466.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86466.515625 Penalty: 3194.709473
	Iteration 17F: 3 clusters Score -86466.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -349784.437500 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -349784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -346879.125000 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -346879.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -347555.468750 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -347555.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -347800.687500 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -347800.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -348000.000000 Penalty: 3877.941406
	Iteration 3F: 3 clusters Score -348000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -348196.625000 Penalty: 3877.941406
	Iteration 4F: 3 clusters Score -348196.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -348392.843750 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -348392.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -348579.500000 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -348579.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348738.687500 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -348738.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -348821.937500 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -348821.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -348874.843750 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -348874.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -348926.281250 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -348926.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -348962.062500 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -348962.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -348988.562500 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -348988.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -349012.625000 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -349012.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -349042.093750 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -349042.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -349058.187500 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -349058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -349069.593750 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -349069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -349084.156250 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -349084.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -349095.781250 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -349095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -349103.250000 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -349103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -349106.062500 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -349106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349106.968750 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -349107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -349107.906250 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -349107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -349108.406250 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -349108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349110.062500 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -349110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -349112.281250 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -349112.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349114.031250 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -349114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -349114.031250 Penalty: 3877.941406
	Iteration 27F: 3 clusters Score -349114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -904415.687500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -904415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -899224.125000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -899224.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -900681.687500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -900681.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -901196.250000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -901196.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -901628.562500 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -901628.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -901999.937500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -901999.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -902284.750000 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -902284.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -902511.937500 Penalty: 4326.964844
	Iteration 6Q: 3 clusters Score -902511.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -902649.812500 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -902649.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -902740.875000 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -902740.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -902790.750000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -902790.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -902830.937500 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -902830.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -902863.750000 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -902863.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -902885.937500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -902885.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -902897.625000 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -902897.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -902911.937500 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -902911.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -902921.812500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -902921.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -902933.187500 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -902933.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -902939.750000 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -902939.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -902944.875000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -902944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -902951.000000 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -902951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -902950.437500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -902950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -902950.437500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -902950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -902953.125000 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -902953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -902950.875000 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -902950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -902951.625000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -902951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -902951.625000 Penalty: 4326.964844
	Iteration 25F: 3 clusters Score -902951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -598306.062500 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -598306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -594392.937500 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -594392.9 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -595416.500000 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -595416.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -595729.625000 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -595729.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -595995.437500 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -595995.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -596223.750000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -596223.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -596422.375000 Penalty: 4120.989258
	Iteration 5F: 3 clusters Score -596422.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -596582.687500 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -596582.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -596708.187500 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -596708.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -596821.625000 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -596821.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -596893.562500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -596893.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -596959.750000 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -596959.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -597015.125000 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -597015.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -597051.562500 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -597051.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -597075.562500 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -597075.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -597090.312500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -597090.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -597101.687500 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -597101.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -597114.812500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -597114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -597123.875000 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -597123.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -597137.500000 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -597137.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -597152.875000 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -597152.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -597166.937500 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -597166.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -597180.437500 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -597180.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -597200.062500 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -597200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -597221.687500 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -597221.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -597255.250000 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -597255.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -597292.937500 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -597292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -597326.687500 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -597326.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -597357.937500 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -597357.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -597383.750000 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -597383.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -597393.500000 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -597393.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -597406.687500 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -597406.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -597421.187500 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -597421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -597427.187500 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -597427.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -597434.562500 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -597434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -597443.562500 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -597443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -597446.000000 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -597446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -597451.937500 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -597451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -597455.562500 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -597455.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -597461.000000 Penalty: 4120.989258
	Iteration 38Q: 3 clusters Score -597461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -597466.937500 Penalty: 4120.989258
	Iteration 39Q: 3 clusters Score -597466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -597470.750000 Penalty: 4120.989258
	Iteration 40F: 3 clusters Score -597470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -597473.875000 Penalty: 4120.989258
	Iteration 41Q: 3 clusters Score -597473.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -597476.187500 Penalty: 4120.989258
	Iteration 42Q: 3 clusters Score -597476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -597477.500000 Penalty: 4120.989258
	Iteration 43Q: 3 clusters Score -597477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -597477.500000 Penalty: 4120.989258
	Iteration 44F: 3 clusters Score -597477.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -358168.218750 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -358168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -355335.218750 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -355335.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -355886.562500 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -355886.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -356068.218750 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -356068.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -356193.187500 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -356193.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -356296.437500 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -356296.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -356404.031250 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -356404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -356547.687500 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -356547.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -356768.750000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -356768.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -356929.906250 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -356929.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -357036.875000 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -357036.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -357124.031250 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -357124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -357199.000000 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -357199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -357237.500000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -357237.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -357268.812500 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -357268.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -357294.593750 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -357294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -357313.656250 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -357313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -357329.406250 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -357329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -357340.187500 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -357340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -357346.250000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -357346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -357355.781250 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -357355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -357364.281250 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -357364.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -357371.875000 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -357371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -357382.281250 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -357382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -357388.687500 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -357388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -357397.406250 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -357397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -357404.781250 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -357404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -357409.937500 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -357409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -357412.031250 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -357412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -357417.468750 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -357417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -357422.718750 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -357422.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -357428.500000 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -357428.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -357433.875000 Penalty: 3849.614258
	Iteration 31Q: 3 clusters Score -357433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -357437.531250 Penalty: 3849.614258
	Iteration 32Q: 3 clusters Score -357437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -357438.718750 Penalty: 3849.614258
	Iteration 33Q: 3 clusters Score -357438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -357438.718750 Penalty: 3849.614258
	Iteration 34F: 3 clusters Score -357438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -795080.250000 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -795080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -790300.500000 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -790300.5 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -791523.375000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -791523.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -791907.187500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -791907.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -792269.562500 Penalty: 4268.907715
	Iteration 3F: 3 clusters Score -792269.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -792613.000000 Penalty: 4268.907715
	Iteration 4F: 3 clusters Score -792613 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -792915.312500 Penalty: 4268.907715
	Iteration 5F: 3 clusters Score -792915.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -793202.062500 Penalty: 4268.907715
	Iteration 6F: 3 clusters Score -793202.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -793406.687500 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -793406.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -793550.062500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -793550.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -793643.625000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -793643.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -793694.187500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -793694.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -793728.000000 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -793728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -793747.375000 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -793747.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -793758.500000 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -793758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -793762.062500 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -793762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -793765.437500 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -793765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -793767.875000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -793767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -793768.187500 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -793768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -793769.312500 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -793769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -793769.875000 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -793769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -793768.562500 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -793768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -793767.812500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -793767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -793769.250000 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -793769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -793770.125000 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -793770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -793770.125000 Penalty: 4268.907715
	Iteration 24F: 3 clusters Score -793770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Entering Unmasked Estep 
Score: -2908104.250000 Penalty: 2458.225342
	Iteration 0F: 2 clusters Score -2908104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2893984.750000 Penalty: 4916.450684
	Iteration 0F: 3 clusters Score -2893985 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2899442.750000 Penalty: 4916.450684
	Iteration 1F: 3 clusters Score -2899443 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2900415.500000 Penalty: 4916.450684
	Iteration 2F: 3 clusters Score -2900416 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2901363.750000 Penalty: 4916.450684
	Iteration 3F: 3 clusters Score -2901364 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2902162.000000 Penalty: 4916.450684
	Iteration 4F: 3 clusters Score -2902162 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2902735.500000 Penalty: 4916.450684
	Iteration 5F: 3 clusters Score -2902736 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2903113.500000 Penalty: 4916.450684
	Iteration 6Q: 3 clusters Score -2903114 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2903400.250000 Penalty: 4916.450684
	Iteration 7Q: 3 clusters Score -2903400 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2903604.750000 Penalty: 4916.450684
	Iteration 8Q: 3 clusters Score -2903605 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2903743.250000 Penalty: 4916.450684
	Iteration 9Q: 3 clusters Score -2903743 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2903875.250000 Penalty: 4916.450684
	Iteration 10Q: 3 clusters Score -2903875 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2903997.750000 Penalty: 4916.450684
	Iteration 11Q: 3 clusters Score -2903998 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2904092.750000 Penalty: 4916.450684
	Iteration 12Q: 3 clusters Score -2904093 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2904187.000000 Penalty: 4916.450684
	Iteration 13Q: 3 clusters Score -2904187 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2904251.750000 Penalty: 4916.450684
	Iteration 14Q: 3 clusters Score -2904252 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2904328.250000 Penalty: 4916.450684
	Iteration 15Q: 3 clusters Score -2904328 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2904410.000000 Penalty: 4916.450684
	Iteration 16Q: 3 clusters Score -2904410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2904514.250000 Penalty: 4916.450684
	Iteration 17Q: 3 clusters Score -2904514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2904606.750000 Penalty: 4916.450684
	Iteration 18Q: 3 clusters Score -2904607 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2904701.250000 Penalty: 4916.450684
	Iteration 19Q: 3 clusters Score -2904701 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2904781.750000 Penalty: 4916.450684
	Iteration 20F: 3 clusters Score -2904782 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2904876.000000 Penalty: 4916.450684
	Iteration 21Q: 3 clusters Score -2904876 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2904937.250000 Penalty: 4916.450684
	Iteration 22Q: 3 clusters Score -2904937 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2905010.000000 Penalty: 4916.450684
	Iteration 23Q: 3 clusters Score -2905010 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2905083.250000 Penalty: 4916.450684
	Iteration 24Q: 3 clusters Score -2905083 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2905167.750000 Penalty: 4916.450684
	Iteration 25Q: 3 clusters Score -2905168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2905255.000000 Penalty: 4916.450684
	Iteration 26Q: 3 clusters Score -2905255 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2905338.750000 Penalty: 4916.450684
	Iteration 27Q: 3 clusters Score -2905339 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2905416.000000 Penalty: 4916.450684
	Iteration 28Q: 3 clusters Score -2905416 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2905490.000000 Penalty: 4916.450684
	Iteration 29Q: 3 clusters Score -2905490 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2905566.500000 Penalty: 4916.450684
	Iteration 30Q: 3 clusters Score -2905566 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2905650.000000 Penalty: 4916.450684
	Iteration 31Q: 3 clusters Score -2905650 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2905728.250000 Penalty: 4916.450684
	Iteration 32Q: 3 clusters Score -2905728 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2905824.250000 Penalty: 4916.450684
	Iteration 33Q: 3 clusters Score -2905824 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2905930.500000 Penalty: 4916.450684
	Iteration 34Q: 3 clusters Score -2905930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2906039.750000 Penalty: 4916.450684
	Iteration 35Q: 3 clusters Score -2906040 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2906139.750000 Penalty: 4916.450684
	Iteration 36Q: 3 clusters Score -2906140 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2906241.500000 Penalty: 4916.450684
	Iteration 37Q: 3 clusters Score -2906242 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2906359.000000 Penalty: 4916.450684
	Iteration 38Q: 3 clusters Score -2906359 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2906468.750000 Penalty: 4916.450684
	Iteration 39Q: 3 clusters Score -2906469 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2906578.500000 Penalty: 4916.450684
	Iteration 40F: 3 clusters Score -2906578 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2906679.750000 Penalty: 4916.450684
	Iteration 41Q: 3 clusters Score -2906680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2906753.250000 Penalty: 4916.450684
	Iteration 42Q: 3 clusters Score -2906753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2906811.750000 Penalty: 4916.450684
	Iteration 43Q: 3 clusters Score -2906812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2906856.000000 Penalty: 4916.450684
	Iteration 44Q: 3 clusters Score -2906856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2906878.500000 Penalty: 4916.450684
	Iteration 45Q: 3 clusters Score -2906878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2906908.000000 Penalty: 4916.450684
	Iteration 46Q: 3 clusters Score -2906908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2906934.250000 Penalty: 4916.450684
	Iteration 47Q: 3 clusters Score -2906934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2906937.500000 Penalty: 4916.450684
	Iteration 48Q: 3 clusters Score -2906938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2906948.000000 Penalty: 4916.450684
	Iteration 49Q: 3 clusters Score -2906948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2906951.500000 Penalty: 4916.450684
	Iteration 50Q: 3 clusters Score -2906952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2906956.250000 Penalty: 4916.450684
	Iteration 51Q: 3 clusters Score -2906956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2906968.000000 Penalty: 4916.450684
	Iteration 52Q: 3 clusters Score -2906968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2906969.250000 Penalty: 4916.450684
	Iteration 53Q: 3 clusters Score -2906969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2906971.500000 Penalty: 4916.450684
	Iteration 54Q: 3 clusters Score -2906972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2906976.000000 Penalty: 4916.450684
	Iteration 55Q: 3 clusters Score -2906976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2906976.750000 Penalty: 4916.450684
	Iteration 56Q: 3 clusters Score -2906977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2906985.750000 Penalty: 4916.450684
	Iteration 57Q: 3 clusters Score -2906986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2906981.500000 Penalty: 4916.450684
	Iteration 58Q: 3 clusters Score -2906982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2906984.000000 Penalty: 4916.450684
	Iteration 59Q: 3 clusters Score -2906984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2906988.250000 Penalty: 4916.450684
	Iteration 60F: 3 clusters Score -2906988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2906991.250000 Penalty: 4916.450684
	Iteration 61Q: 3 clusters Score -2906991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2906990.250000 Penalty: 4916.450684
	Iteration 62Q: 3 clusters Score -2906990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2906994.000000 Penalty: 4916.450684
	Iteration 63Q: 3 clusters Score -2906994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2907000.500000 Penalty: 4916.450684
	Iteration 64Q: 3 clusters Score -2907000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2907004.250000 Penalty: 4916.450684
	Iteration 65Q: 3 clusters Score -2907004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2907005.750000 Penalty: 4916.450684
	Iteration 66Q: 3 clusters Score -2907006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2907007.000000 Penalty: 4916.450684
	Iteration 67Q: 3 clusters Score -2907007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2907009.250000 Penalty: 4916.450684
	Iteration 68Q: 3 clusters Score -2907009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2907009.250000 Penalty: 4916.450684
	Iteration 69Q: 3 clusters Score -2907009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2907011.000000 Penalty: 4916.450684
	Iteration 70Q: 3 clusters Score -2907011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2907008.500000 Penalty: 4916.450684
	Iteration 71Q: 3 clusters Score -2907008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2907009.750000 Penalty: 4916.450684
	Iteration 72Q: 3 clusters Score -2907010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2907010.750000 Penalty: 4916.450684
	Iteration 73Q: 3 clusters Score -2907011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2907013.750000 Penalty: 4916.450684
	Iteration 74Q: 3 clusters Score -2907014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2907013.750000 Penalty: 4916.450684
	Iteration 75Q: 3 clusters Score -2907014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2907010.500000 Penalty: 4916.450684
	Iteration 76Q: 3 clusters Score -2907010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2907009.750000 Penalty: 4916.450684
	Iteration 77Q: 3 clusters Score -2907010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2907010.500000 Penalty: 4916.450684
	Iteration 78Q: 3 clusters Score -2907010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2907008.750000 Penalty: 4916.450684
	Iteration 79Q: 3 clusters Score -2907009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2907010.000000 Penalty: 4916.450684
	Iteration 80F: 3 clusters Score -2907010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2907010.500000 Penalty: 4916.450684
	Iteration 81Q: 3 clusters Score -2907010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2907013.750000 Penalty: 4916.450684
	Iteration 82Q: 3 clusters Score -2907014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2907019.750000 Penalty: 4916.450684
	Iteration 83Q: 3 clusters Score -2907020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2907019.500000 Penalty: 4916.450684
	Iteration 84Q: 3 clusters Score -2907020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2907020.750000 Penalty: 4916.450684
	Iteration 85Q: 3 clusters Score -2907021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2907022.000000 Penalty: 4916.450684
	Iteration 86Q: 3 clusters Score -2907022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2907022.000000 Penalty: 4916.450684
	Iteration 87F: 3 clusters Score -2907022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Entering Unmasked Estep 
Score: -2301889.500000 Penalty: 2389.014160
	Iteration 0F: 2 clusters Score -2301890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2290820.500000 Penalty: 4778.028320
	Iteration 0F: 3 clusters Score -2290820 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2294501.500000 Penalty: 4778.028320
	Iteration 1F: 3 clusters Score -2294502 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2295336.250000 Penalty: 4778.028320
	Iteration 2F: 3 clusters Score -2295336 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2296208.000000 Penalty: 4778.028320
	Iteration 3F: 3 clusters Score -2296208 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2296771.250000 Penalty: 4778.028320
	Iteration 4F: 3 clusters Score -2296771 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2297171.250000 Penalty: 4778.028320
	Iteration 5F: 3 clusters Score -2297171 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2297463.500000 Penalty: 4778.028320
	Iteration 6Q: 3 clusters Score -2297464 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2297709.250000 Penalty: 4778.028320
	Iteration 7Q: 3 clusters Score -2297709 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2297942.500000 Penalty: 4778.028320
	Iteration 8Q: 3 clusters Score -2297942 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2298136.000000 Penalty: 4778.028320
	Iteration 9Q: 3 clusters Score -2298136 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2298305.500000 Penalty: 4778.028320
	Iteration 10Q: 3 clusters Score -2298306 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2298494.250000 Penalty: 4778.028320
	Iteration 11Q: 3 clusters Score -2298494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2298676.250000 Penalty: 4778.028320
	Iteration 12Q: 3 clusters Score -2298676 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2298892.750000 Penalty: 4778.028320
	Iteration 13Q: 3 clusters Score -2298893 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2299120.000000 Penalty: 4778.028320
	Iteration 14Q: 3 clusters Score -2299120 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2299332.000000 Penalty: 4778.028320
	Iteration 15Q: 3 clusters Score -2299332 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2299524.000000 Penalty: 4778.028320
	Iteration 16Q: 3 clusters Score -2299524 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2299730.750000 Penalty: 4778.028320
	Iteration 17Q: 3 clusters Score -2299731 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2299957.250000 Penalty: 4778.028320
	Iteration 18Q: 3 clusters Score -2299957 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2300192.250000 Penalty: 4778.028320
	Iteration 19Q: 3 clusters Score -2300192 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2300415.000000 Penalty: 4778.028320
	Iteration 20F: 3 clusters Score -2300415 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2300648.750000 Penalty: 4778.028320
	Iteration 21Q: 3 clusters Score -2300649 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2300820.250000 Penalty: 4778.028320
	Iteration 22Q: 3 clusters Score -2300820 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2300982.750000 Penalty: 4778.028320
	Iteration 23Q: 3 clusters Score -2300983 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2301156.500000 Penalty: 4778.028320
	Iteration 24Q: 3 clusters Score -2301156 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2301325.000000 Penalty: 4778.028320
	Iteration 25Q: 3 clusters Score -2301325 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2301441.750000 Penalty: 4778.028320
	Iteration 26Q: 3 clusters Score -2301442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2301531.750000 Penalty: 4778.028320
	Iteration 27Q: 3 clusters Score -2301532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2301578.250000 Penalty: 4778.028320
	Iteration 28Q: 3 clusters Score -2301578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2301602.750000 Penalty: 4778.028320
	Iteration 29Q: 3 clusters Score -2301603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2301617.000000 Penalty: 4778.028320
	Iteration 30Q: 3 clusters Score -2301617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2301627.000000 Penalty: 4778.028320
	Iteration 31Q: 3 clusters Score -2301627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2301632.000000 Penalty: 4778.028320
	Iteration 32Q: 3 clusters Score -2301632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2301634.000000 Penalty: 4778.028320
	Iteration 33Q: 3 clusters Score -2301634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2301634.000000 Penalty: 4778.028320
	Iteration 34F: 3 clusters Score -2301634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Entering Unmasked Estep 
Score: -5299797.000000 Penalty: 2596.424805
	Iteration 0F: 2 clusters Score -5299797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5275615.000000 Penalty: 5192.849609
	Iteration 0F: 3 clusters Score -5275615 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -5284803.500000 Penalty: 5192.849609
	Iteration 1F: 3 clusters Score -5284804 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5285936.500000 Penalty: 5192.849609
	Iteration 2F: 3 clusters Score -5285936 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5287492.000000 Penalty: 5192.849609
	Iteration 3F: 3 clusters Score -5287492 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5289200.000000 Penalty: 5192.849609
	Iteration 4F: 3 clusters Score -5289200 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5290935.000000 Penalty: 5192.849609
	Iteration 5F: 3 clusters Score -5290935 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -5292500.000000 Penalty: 5192.849609
	Iteration 6F: 3 clusters Score -5292500 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5293977.000000 Penalty: 5192.849609
	Iteration 7F: 3 clusters Score -5293977 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5295231.000000 Penalty: 5192.849609
	Iteration 8F: 3 clusters Score -5295231 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5296423.000000 Penalty: 5192.849609
	Iteration 9Q: 3 clusters Score -5296423 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5297631.500000 Penalty: 5192.849609
	Iteration 10Q: 3 clusters Score -5297632 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5298673.000000 Penalty: 5192.849609
	Iteration 11Q: 3 clusters Score -5298673 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5299111.500000 Penalty: 5192.849609
	Iteration 12Q: 3 clusters Score -5299112 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5299280.000000 Penalty: 5192.849609
	Iteration 13Q: 3 clusters Score -5299280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5299368.500000 Penalty: 5192.849609
	Iteration 14Q: 3 clusters Score -5299368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5299425.500000 Penalty: 5192.849609
	Iteration 15Q: 3 clusters Score -5299426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5299463.000000 Penalty: 5192.849609
	Iteration 16Q: 3 clusters Score -5299463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5299459.500000 Penalty: 5192.849609
	Iteration 17Q: 3 clusters Score -5299460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5299477.000000 Penalty: 5192.849609
	Iteration 18Q: 3 clusters Score -5299477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5299476.000000 Penalty: 5192.849609
	Iteration 19Q: 3 clusters Score -5299476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5299486.000000 Penalty: 5192.849609
	Iteration 20F: 3 clusters Score -5299486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5299489.500000 Penalty: 5192.849609
	Iteration 21Q: 3 clusters Score -5299490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5299490.000000 Penalty: 5192.849609
	Iteration 22Q: 3 clusters Score -5299490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5299496.000000 Penalty: 5192.849609
	Iteration 23Q: 3 clusters Score -5299496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5299491.500000 Penalty: 5192.849609
	Iteration 24Q: 3 clusters Score -5299492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5299492.500000 Penalty: 5192.849609
	Iteration 25Q: 3 clusters Score -5299492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5299493.500000 Penalty: 5192.849609
	Iteration 26Q: 3 clusters Score -5299494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5299510.000000 Penalty: 5192.849609
	Iteration 27Q: 3 clusters Score -5299510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5299505.000000 Penalty: 5192.849609
	Iteration 28Q: 3 clusters Score -5299505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5299509.000000 Penalty: 5192.849609
	Iteration 29Q: 3 clusters Score -5299509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5299505.500000 Penalty: 5192.849609
	Iteration 30Q: 3 clusters Score -5299506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5299512.000000 Penalty: 5192.849609
	Iteration 31Q: 3 clusters Score -5299512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5299509.500000 Penalty: 5192.849609
	Iteration 32Q: 3 clusters Score -5299510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5299509.500000 Penalty: 5192.849609
	Iteration 33F: 3 clusters Score -5299510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Entering Unmasked Estep 
Score: -6459690.500000 Penalty: 2640.295410
	Iteration 0F: 2 clusters Score -6459690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6431523.000000 Penalty: 5280.590820
	Iteration 0F: 3 clusters Score -6431523 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -6442146.500000 Penalty: 5280.590820
	Iteration 1F: 3 clusters Score -6442146 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -6442955.000000 Penalty: 5280.590820
	Iteration 2Q: 3 clusters Score -6442955 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -6443794.500000 Penalty: 5280.590820
	Iteration 3Q: 3 clusters Score -6443794 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6444882.000000 Penalty: 5280.590820
	Iteration 4F: 3 clusters Score -6444882 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6446139.500000 Penalty: 5280.590820
	Iteration 5F: 3 clusters Score -6446140 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6447676.500000 Penalty: 5280.590820
	Iteration 6F: 3 clusters Score -6447676 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -6449188.500000 Penalty: 5280.590820
	Iteration 7F: 3 clusters Score -6449188 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -6450551.000000 Penalty: 5280.590820
	Iteration 8F: 3 clusters Score -6450551 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6451501.000000 Penalty: 5280.590820
	Iteration 9Q: 3 clusters Score -6451501 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -6452170.500000 Penalty: 5280.590820
	Iteration 10Q: 3 clusters Score -6452170 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6452774.000000 Penalty: 5280.590820
	Iteration 11Q: 3 clusters Score -6452774 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -6453315.000000 Penalty: 5280.590820
	Iteration 12Q: 3 clusters Score -6453315 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -6453862.000000 Penalty: 5280.590820
	Iteration 13Q: 3 clusters Score -6453862 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -6454397.500000 Penalty: 5280.590820
	Iteration 14Q: 3 clusters Score -6454398 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6454943.000000 Penalty: 5280.590820
	Iteration 15Q: 3 clusters Score -6454943 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6455475.500000 Penalty: 5280.590820
	Iteration 16Q: 3 clusters Score -6455476 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6456011.500000 Penalty: 5280.590820
	Iteration 17Q: 3 clusters Score -6456012 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6456458.000000 Penalty: 5280.590820
	Iteration 18Q: 3 clusters Score -6456458 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6456787.500000 Penalty: 5280.590820
	Iteration 19Q: 3 clusters Score -6456788 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6457011.500000 Penalty: 5280.590820
	Iteration 20F: 3 clusters Score -6457012 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6457195.500000 Penalty: 5280.590820
	Iteration 21Q: 3 clusters Score -6457196 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6457283.500000 Penalty: 5280.590820
	Iteration 22Q: 3 clusters Score -6457284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6457344.500000 Penalty: 5280.590820
	Iteration 23Q: 3 clusters Score -6457344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6457408.500000 Penalty: 5280.590820
	Iteration 24Q: 3 clusters Score -6457408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6457446.500000 Penalty: 5280.590820
	Iteration 25Q: 3 clusters Score -6457446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6457469.000000 Penalty: 5280.590820
	Iteration 26Q: 3 clusters Score -6457469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6457488.000000 Penalty: 5280.590820
	Iteration 27Q: 3 clusters Score -6457488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6457498.000000 Penalty: 5280.590820
	Iteration 28Q: 3 clusters Score -6457498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6457510.000000 Penalty: 5280.590820
	Iteration 29Q: 3 clusters Score -6457510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6457524.000000 Penalty: 5280.590820
	Iteration 30Q: 3 clusters Score -6457524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6457528.500000 Penalty: 5280.590820
	Iteration 31Q: 3 clusters Score -6457528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6457535.500000 Penalty: 5280.590820
	Iteration 32Q: 3 clusters Score -6457536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6457534.000000 Penalty: 5280.590820
	Iteration 33Q: 3 clusters Score -6457534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6457535.000000 Penalty: 5280.590820
	Iteration 34Q: 3 clusters Score -6457535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6457533.000000 Penalty: 5280.590820
	Iteration 35Q: 3 clusters Score -6457533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6457538.500000 Penalty: 5280.590820
	Iteration 36Q: 3 clusters Score -6457538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6457538.000000 Penalty: 5280.590820
	Iteration 37Q: 3 clusters Score -6457538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6457537.500000 Penalty: 5280.590820
	Iteration 38Q: 3 clusters Score -6457538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6457545.500000 Penalty: 5280.590820
	Iteration 39Q: 3 clusters Score -6457546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6457545.500000 Penalty: 5280.590820
	Iteration 40F: 3 clusters Score -6457546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Entering Unmasked Estep 
Score: -2372091.500000 Penalty: 2394.208008
	Iteration 0F: 2 clusters Score -2372092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2360906.000000 Penalty: 4788.416016
	Iteration 0F: 3 clusters Score -2360906 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2364684.750000 Penalty: 4788.416016
	Iteration 1F: 3 clusters Score -2364685 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2365597.500000 Penalty: 4788.416016
	Iteration 2F: 3 clusters Score -2365598 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2366672.000000 Penalty: 4788.416016
	Iteration 3F: 3 clusters Score -2366672 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2367718.500000 Penalty: 4788.416016
	Iteration 4F: 3 clusters Score -2367718 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2368550.750000 Penalty: 4788.416016
	Iteration 5F: 3 clusters Score -2368551 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2369078.500000 Penalty: 4788.416016
	Iteration 6F: 3 clusters Score -2369078 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2369439.000000 Penalty: 4788.416016
	Iteration 7Q: 3 clusters Score -2369439 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2369685.000000 Penalty: 4788.416016
	Iteration 8Q: 3 clusters Score -2369685 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2369833.750000 Penalty: 4788.416016
	Iteration 9Q: 3 clusters Score -2369834 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2369951.250000 Penalty: 4788.416016
	Iteration 10Q: 3 clusters Score -2369951 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2370032.500000 Penalty: 4788.416016
	Iteration 11Q: 3 clusters Score -2370032 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2370105.000000 Penalty: 4788.416016
	Iteration 12Q: 3 clusters Score -2370105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2370161.250000 Penalty: 4788.416016
	Iteration 13Q: 3 clusters Score -2370161 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2370209.250000 Penalty: 4788.416016
	Iteration 14Q: 3 clusters Score -2370209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2370267.750000 Penalty: 4788.416016
	Iteration 15Q: 3 clusters Score -2370268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2370290.750000 Penalty: 4788.416016
	Iteration 16Q: 3 clusters Score -2370291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2370316.250000 Penalty: 4788.416016
	Iteration 17Q: 3 clusters Score -2370316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2370334.000000 Penalty: 4788.416016
	Iteration 18Q: 3 clusters Score -2370334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2370354.500000 Penalty: 4788.416016
	Iteration 19Q: 3 clusters Score -2370354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2370368.500000 Penalty: 4788.416016
	Iteration 20F: 3 clusters Score -2370368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2370377.750000 Penalty: 4788.416016
	Iteration 21Q: 3 clusters Score -2370378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2370384.000000 Penalty: 4788.416016
	Iteration 22Q: 3 clusters Score -2370384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2370394.000000 Penalty: 4788.416016
	Iteration 23Q: 3 clusters Score -2370394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2370398.250000 Penalty: 4788.416016
	Iteration 24Q: 3 clusters Score -2370398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2370408.750000 Penalty: 4788.416016
	Iteration 25Q: 3 clusters Score -2370409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2370421.000000 Penalty: 4788.416016
	Iteration 26Q: 3 clusters Score -2370421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2370428.000000 Penalty: 4788.416016
	Iteration 27Q: 3 clusters Score -2370428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2370434.750000 Penalty: 4788.416016
	Iteration 28Q: 3 clusters Score -2370435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2370440.250000 Penalty: 4788.416016
	Iteration 29Q: 3 clusters Score -2370440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2370449.500000 Penalty: 4788.416016
	Iteration 30Q: 3 clusters Score -2370450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2370449.750000 Penalty: 4788.416016
	Iteration 31Q: 3 clusters Score -2370450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2370450.500000 Penalty: 4788.416016
	Iteration 32Q: 3 clusters Score -2370450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2370453.500000 Penalty: 4788.416016
	Iteration 33Q: 3 clusters Score -2370454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2370460.500000 Penalty: 4788.416016
	Iteration 34Q: 3 clusters Score -2370460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2370461.250000 Penalty: 4788.416016
	Iteration 35Q: 3 clusters Score -2370461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2370466.000000 Penalty: 4788.416016
	Iteration 36Q: 3 clusters Score -2370466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2370468.000000 Penalty: 4788.416016
	Iteration 37Q: 3 clusters Score -2370468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2370469.250000 Penalty: 4788.416016
	Iteration 38Q: 3 clusters Score -2370469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2370467.500000 Penalty: 4788.416016
	Iteration 39Q: 3 clusters Score -2370468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2370471.750000 Penalty: 4788.416016
	Iteration 40F: 3 clusters Score -2370472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2370472.500000 Penalty: 4788.416016
	Iteration 41Q: 3 clusters Score -2370472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2370471.750000 Penalty: 4788.416016
	Iteration 42Q: 3 clusters Score -2370472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2370470.250000 Penalty: 4788.416016
	Iteration 43Q: 3 clusters Score -2370470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2370470.000000 Penalty: 4788.416016
	Iteration 44Q: 3 clusters Score -2370470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2370475.750000 Penalty: 4788.416016
	Iteration 45Q: 3 clusters Score -2370476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2370477.500000 Penalty: 4788.416016
	Iteration 46Q: 3 clusters Score -2370478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2370481.000000 Penalty: 4788.416016
	Iteration 47Q: 3 clusters Score -2370481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2370482.750000 Penalty: 4788.416016
	Iteration 48Q: 3 clusters Score -2370483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2370483.500000 Penalty: 4788.416016
	Iteration 49Q: 3 clusters Score -2370484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2370487.250000 Penalty: 4788.416016
	Iteration 50Q: 3 clusters Score -2370487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2370487.750000 Penalty: 4788.416016
	Iteration 51Q: 3 clusters Score -2370488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2370487.750000 Penalty: 4788.416016
	Iteration 52F: 3 clusters Score -2370488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (112590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Entering Unmasked Estep 
Score: -17336954.000000 Penalty: 2884.614014
	Iteration 0F: 2 clusters Score -1.733695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -17265526.000000 Penalty: 5769.228027
	Iteration 0F: 3 clusters Score -1.726553e+07 nChanged 53618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -17296244.000000 Penalty: 5769.228027
	Iteration 1F: 3 clusters Score -1.729624e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -17296992.000000 Penalty: 5769.228027
	Iteration 2Q: 3 clusters Score -1.729699e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -17297898.000000 Penalty: 5769.228027
	Iteration 3Q: 3 clusters Score -1.72979e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -17299254.000000 Penalty: 5769.228027
	Iteration 4Q: 3 clusters Score -1.729925e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -17301152.000000 Penalty: 5769.228027
	Iteration 5Q: 3 clusters Score -1.730115e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -17304372.000000 Penalty: 5769.228027
	Iteration 6Q: 3 clusters Score -1.730437e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -17308894.000000 Penalty: 5769.228027
	Iteration 7F: 3 clusters Score -1.730889e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -17315398.000000 Penalty: 5769.228027
	Iteration 8F: 3 clusters Score -1.73154e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -17322326.000000 Penalty: 5769.228027
	Iteration 9F: 3 clusters Score -1.732233e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 98540 members 
Entering Unmasked Estep 
Score: -17328136.000000 Penalty: 5769.228027
	Iteration 10F: 3 clusters Score -1.732814e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -17331140.000000 Penalty: 5769.228027
	Iteration 11Q: 3 clusters Score -1.733114e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -17332766.000000 Penalty: 5769.228027
	Iteration 12Q: 3 clusters Score -1.733277e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -17333762.000000 Penalty: 5769.228027
	Iteration 13Q: 3 clusters Score -1.733376e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -17334188.000000 Penalty: 5769.228027
	Iteration 14Q: 3 clusters Score -1.733419e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -17334390.000000 Penalty: 5769.228027
	Iteration 15Q: 3 clusters Score -1.733439e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -17334502.000000 Penalty: 5769.228027
	Iteration 16Q: 3 clusters Score -1.73345e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 110437 members 
Entering Unmasked Estep 
Score: -17334602.000000 Penalty: 5769.228027
	Iteration 17Q: 3 clusters Score -1.73346e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -17334642.000000 Penalty: 5769.228027
	Iteration 18Q: 3 clusters Score -1.733464e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 110830 members 
Entering Unmasked Estep 
Score: -17334720.000000 Penalty: 5769.228027
	Iteration 19Q: 3 clusters Score -1.733472e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -17334752.000000 Penalty: 5769.228027
	Iteration 20F: 3 clusters Score -1.733475e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -17334796.000000 Penalty: 5769.228027
	Iteration 21Q: 3 clusters Score -1.73348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -17334798.000000 Penalty: 5769.228027
	Iteration 22Q: 3 clusters Score -1.73348e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -17334818.000000 Penalty: 5769.228027
	Iteration 23Q: 3 clusters Score -1.733482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -17334826.000000 Penalty: 5769.228027
	Iteration 24Q: 3 clusters Score -1.733483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 111213 members 
Entering Unmasked Estep 
Score: -17334836.000000 Penalty: 5769.228027
	Iteration 25Q: 3 clusters Score -1.733484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -17334818.000000 Penalty: 5769.228027
	Iteration 26Q: 3 clusters Score -1.733482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -17334828.000000 Penalty: 5769.228027
	Iteration 27Q: 3 clusters Score -1.733483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 111278 members 
Entering Unmasked Estep 
Score: -17334826.000000 Penalty: 5769.228027
	Iteration 28Q: 3 clusters Score -1.733483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 111283 members 
Entering Unmasked Estep 
Score: -17334824.000000 Penalty: 5769.228027
	Iteration 29Q: 3 clusters Score -1.733482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 111292 members 
Entering Unmasked Estep 
Score: -17334830.000000 Penalty: 5769.228027
	Iteration 30Q: 3 clusters Score -1.733483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 111299 members 
Entering Unmasked Estep 
Score: -17334822.000000 Penalty: 5769.228027
	Iteration 31Q: 3 clusters Score -1.733482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -17334840.000000 Penalty: 5769.228027
	Iteration 32Q: 3 clusters Score -1.733484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -17334834.000000 Penalty: 5769.228027
	Iteration 33Q: 3 clusters Score -1.733483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -17334856.000000 Penalty: 5769.228027
	Iteration 34Q: 3 clusters Score -1.733486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -17334852.000000 Penalty: 5769.228027
	Iteration 35Q: 3 clusters Score -1.733485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -17334852.000000 Penalty: 5769.228027
	Iteration 36Q: 3 clusters Score -1.733485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -17334852.000000 Penalty: 5769.228027
	Iteration 37Q: 3 clusters Score -1.733485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -17334846.000000 Penalty: 5769.228027
	Iteration 38Q: 3 clusters Score -1.733485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 111331 members 
Entering Unmasked Estep 
Score: -17334846.000000 Penalty: 5769.228027
	Iteration 39Q: 3 clusters Score -1.733485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -17334844.000000 Penalty: 5769.228027
	Iteration 40F: 3 clusters Score -1.733484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 111333 members 
Entering Unmasked Estep 
Score: -17334844.000000 Penalty: 5769.228027
	Iteration 41Q: 3 clusters Score -1.733484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -17334842.000000 Penalty: 5769.228027
	Iteration 42Q: 3 clusters Score -1.733484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -17334842.000000 Penalty: 5769.228027
	Iteration 43F: 3 clusters Score -1.733484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -18979.884766 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -18979.88 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 95 members 
Entering Unmasked Estep 
Score: -18027.619141 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -18027.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18238.052734 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -18238.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18375.767578 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -18375.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18593.654297 Penalty: 2564.560059
	Iteration 3F: 3 clusters Score -18593.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18760.324219 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -18760.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18793.453125 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -18793.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18823.474609 Penalty: 2564.560059
	Iteration 6Q: 3 clusters Score -18823.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18823.474609 Penalty: 2564.560059
	Iteration 7F: 3 clusters Score -18823.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -33278.574219 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -33278.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32180.015625 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -32180.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32353.990234 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -32353.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32459.718750 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -32459.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32518.691406 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -32518.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32640.066406 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -32640.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32733.248047 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -32733.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32883.910156 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -32883.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32981.269531 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -32981.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33059.406250 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -33059.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33095.046875 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -33095.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33105.855469 Penalty: 2829.076172
	Iteration 10Q: 3 clusters Score -33105.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33114.851562 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -33114.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33120.675781 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -33120.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33134.468750 Penalty: 2829.076172
	Iteration 13F: 3 clusters Score -33134.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33173.621094 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -33173.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33190.695312 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -33190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33204.644531 Penalty: 2829.076172
	Iteration 16Q: 3 clusters Score -33204.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33206.339844 Penalty: 2829.076172
	Iteration 17Q: 3 clusters Score -33206.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33206.339844 Penalty: 2829.076172
	Iteration 18F: 3 clusters Score -33206.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -366230.062500 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -366230.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -363275.250000 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -363275.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -363845.562500 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -363845.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -363986.656250 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -363986.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -364076.437500 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -364076.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364136.375000 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -364136.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364183.156250 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -364183.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -364224.062500 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -364224.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364259.718750 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -364259.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -364300.656250 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -364300.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -364342.656250 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -364342.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -364387.312500 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -364387.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -364434.437500 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -364434.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -364496.718750 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -364496.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -364578.937500 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -364578.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -364665.281250 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -364665.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -364726.218750 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -364726.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -364797.187500 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -364797.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -364890.687500 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -364890.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -365012.375000 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -365012.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -365151.031250 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -365151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -365307.562500 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -365307.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -365433.562500 Penalty: 3885.662109
	Iteration 21Q: 3 clusters Score -365433.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -365503.781250 Penalty: 3885.662109
	Iteration 22Q: 3 clusters Score -365503.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365556.406250 Penalty: 3885.662109
	Iteration 23Q: 3 clusters Score -365556.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -365582.375000 Penalty: 3885.662109
	Iteration 24Q: 3 clusters Score -365582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -365594.281250 Penalty: 3885.662109
	Iteration 25Q: 3 clusters Score -365594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -365598.750000 Penalty: 3885.662109
	Iteration 26Q: 3 clusters Score -365598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -365602.093750 Penalty: 3885.662109
	Iteration 27Q: 3 clusters Score -365602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -365606.343750 Penalty: 3885.662109
	Iteration 28Q: 3 clusters Score -365606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -365608.093750 Penalty: 3885.662109
	Iteration 29Q: 3 clusters Score -365608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -365608.125000 Penalty: 3885.662109
	Iteration 30Q: 3 clusters Score -365608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -365608.125000 Penalty: 3885.662109
	Iteration 31F: 3 clusters Score -365608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -76327.632812 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -76327.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74970.992188 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -74970.99 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75377.257812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -75377.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75649.242188 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -75649.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -75831.968750 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -75831.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -75950.718750 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -75950.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -76016.484375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -76016.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -76040.242188 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -76040.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -76051.257812 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -76051.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -76054.335938 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -76054.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -76056.765625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -76056.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -76056.765625 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -76056.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -1325422.625000 Penalty: 2249.741455
	Iteration 0F: 2 clusters Score -1325423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1318518.000000 Penalty: 4499.482910
	Iteration 0F: 3 clusters Score -1318518 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1320363.000000 Penalty: 4499.482910
	Iteration 1F: 3 clusters Score -1320363 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1320620.375000 Penalty: 4499.482910
	Iteration 2F: 3 clusters Score -1320620 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1320794.750000 Penalty: 4499.482910
	Iteration 3Q: 3 clusters Score -1320795 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1320926.625000 Penalty: 4499.482910
	Iteration 4Q: 3 clusters Score -1320927 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1321048.500000 Penalty: 4499.482910
	Iteration 5Q: 3 clusters Score -1321048 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1321157.625000 Penalty: 4499.482910
	Iteration 6Q: 3 clusters Score -1321158 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1321251.125000 Penalty: 4499.482910
	Iteration 7Q: 3 clusters Score -1321251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1321338.750000 Penalty: 4499.482910
	Iteration 8Q: 3 clusters Score -1321339 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1321415.625000 Penalty: 4499.482910
	Iteration 9Q: 3 clusters Score -1321416 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1321492.250000 Penalty: 4499.482910
	Iteration 10Q: 3 clusters Score -1321492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1321588.375000 Penalty: 4499.482910
	Iteration 11Q: 3 clusters Score -1321588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1321685.875000 Penalty: 4499.482910
	Iteration 12Q: 3 clusters Score -1321686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1321802.375000 Penalty: 4499.482910
	Iteration 13Q: 3 clusters Score -1321802 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1321950.250000 Penalty: 4499.482910
	Iteration 14Q: 3 clusters Score -1321950 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1322110.875000 Penalty: 4499.482910
	Iteration 15Q: 3 clusters Score -1322111 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1322271.875000 Penalty: 4499.482910
	Iteration 16Q: 3 clusters Score -1322272 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1322452.250000 Penalty: 4499.482910
	Iteration 17Q: 3 clusters Score -1322452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1322624.000000 Penalty: 4499.482910
	Iteration 18Q: 3 clusters Score -1322624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1322787.625000 Penalty: 4499.482910
	Iteration 19Q: 3 clusters Score -1322788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1322936.625000 Penalty: 4499.482910
	Iteration 20F: 3 clusters Score -1322937 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1323066.750000 Penalty: 4499.482910
	Iteration 21Q: 3 clusters Score -1323067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1323156.000000 Penalty: 4499.482910
	Iteration 22Q: 3 clusters Score -1323156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1323228.000000 Penalty: 4499.482910
	Iteration 23Q: 3 clusters Score -1323228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1323281.000000 Penalty: 4499.482910
	Iteration 24Q: 3 clusters Score -1323281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1323321.875000 Penalty: 4499.482910
	Iteration 25Q: 3 clusters Score -1323322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1323360.375000 Penalty: 4499.482910
	Iteration 26Q: 3 clusters Score -1323360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1323395.750000 Penalty: 4499.482910
	Iteration 27Q: 3 clusters Score -1323396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1323410.625000 Penalty: 4499.482910
	Iteration 28Q: 3 clusters Score -1323411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1323422.625000 Penalty: 4499.482910
	Iteration 29Q: 3 clusters Score -1323423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1323432.375000 Penalty: 4499.482910
	Iteration 30Q: 3 clusters Score -1323432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1323440.375000 Penalty: 4499.482910
	Iteration 31Q: 3 clusters Score -1323440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1323445.250000 Penalty: 4499.482910
	Iteration 32Q: 3 clusters Score -1323445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1323451.750000 Penalty: 4499.482910
	Iteration 33Q: 3 clusters Score -1323452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1323462.750000 Penalty: 4499.482910
	Iteration 34Q: 3 clusters Score -1323463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1323470.125000 Penalty: 4499.482910
	Iteration 35Q: 3 clusters Score -1323470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1323477.125000 Penalty: 4499.482910
	Iteration 36Q: 3 clusters Score -1323477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1323478.250000 Penalty: 4499.482910
	Iteration 37Q: 3 clusters Score -1323478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1323482.500000 Penalty: 4499.482910
	Iteration 38Q: 3 clusters Score -1323482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1323483.250000 Penalty: 4499.482910
	Iteration 39Q: 3 clusters Score -1323483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1323483.250000 Penalty: 4499.482910
	Iteration 40F: 3 clusters Score -1323483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Entering Unmasked Estep 
Score: -3910273.000000 Penalty: 2519.283691
	Iteration 0F: 2 clusters Score -3910273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3892489.000000 Penalty: 5038.567383
	Iteration 0F: 3 clusters Score -3892489 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3898868.500000 Penalty: 5038.567383
	Iteration 1F: 3 clusters Score -3898868 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3899440.250000 Penalty: 5038.567383
	Iteration 2F: 3 clusters Score -3899440 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3899987.000000 Penalty: 5038.567383
	Iteration 3F: 3 clusters Score -3899987 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3900560.250000 Penalty: 5038.567383
	Iteration 4F: 3 clusters Score -3900560 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3901190.750000 Penalty: 5038.567383
	Iteration 5F: 3 clusters Score -3901191 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3901888.250000 Penalty: 5038.567383
	Iteration 6F: 3 clusters Score -3901888 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3902687.750000 Penalty: 5038.567383
	Iteration 7F: 3 clusters Score -3902688 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3903596.000000 Penalty: 5038.567383
	Iteration 8F: 3 clusters Score -3903596 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3904523.750000 Penalty: 5038.567383
	Iteration 9Q: 3 clusters Score -3904524 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3905357.000000 Penalty: 5038.567383
	Iteration 10Q: 3 clusters Score -3905357 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3906076.250000 Penalty: 5038.567383
	Iteration 11Q: 3 clusters Score -3906076 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3906589.750000 Penalty: 5038.567383
	Iteration 12Q: 3 clusters Score -3906590 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3906925.250000 Penalty: 5038.567383
	Iteration 13Q: 3 clusters Score -3906925 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3907141.500000 Penalty: 5038.567383
	Iteration 14Q: 3 clusters Score -3907142 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3907324.000000 Penalty: 5038.567383
	Iteration 15Q: 3 clusters Score -3907324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3907505.750000 Penalty: 5038.567383
	Iteration 16Q: 3 clusters Score -3907506 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3907661.500000 Penalty: 5038.567383
	Iteration 17Q: 3 clusters Score -3907662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3907802.000000 Penalty: 5038.567383
	Iteration 18Q: 3 clusters Score -3907802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3907916.250000 Penalty: 5038.567383
	Iteration 19Q: 3 clusters Score -3907916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3907982.750000 Penalty: 5038.567383
	Iteration 20F: 3 clusters Score -3907983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3908049.000000 Penalty: 5038.567383
	Iteration 21Q: 3 clusters Score -3908049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3908076.000000 Penalty: 5038.567383
	Iteration 22Q: 3 clusters Score -3908076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3908112.500000 Penalty: 5038.567383
	Iteration 23Q: 3 clusters Score -3908112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3908136.250000 Penalty: 5038.567383
	Iteration 24Q: 3 clusters Score -3908136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3908155.750000 Penalty: 5038.567383
	Iteration 25Q: 3 clusters Score -3908156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3908180.750000 Penalty: 5038.567383
	Iteration 26Q: 3 clusters Score -3908181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3908197.750000 Penalty: 5038.567383
	Iteration 27Q: 3 clusters Score -3908198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3908205.250000 Penalty: 5038.567383
	Iteration 28Q: 3 clusters Score -3908205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3908215.250000 Penalty: 5038.567383
	Iteration 29Q: 3 clusters Score -3908215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3908234.250000 Penalty: 5038.567383
	Iteration 30Q: 3 clusters Score -3908234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3908240.250000 Penalty: 5038.567383
	Iteration 31Q: 3 clusters Score -3908240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3908240.000000 Penalty: 5038.567383
	Iteration 32Q: 3 clusters Score -3908240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3908242.250000 Penalty: 5038.567383
	Iteration 33Q: 3 clusters Score -3908242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3908244.750000 Penalty: 5038.567383
	Iteration 34Q: 3 clusters Score -3908245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3908248.750000 Penalty: 5038.567383
	Iteration 35Q: 3 clusters Score -3908249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3908251.750000 Penalty: 5038.567383
	Iteration 36Q: 3 clusters Score -3908252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3908251.000000 Penalty: 5038.567383
	Iteration 37Q: 3 clusters Score -3908251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3908253.500000 Penalty: 5038.567383
	Iteration 38Q: 3 clusters Score -3908254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3908253.000000 Penalty: 5038.567383
	Iteration 39Q: 3 clusters Score -3908253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3908255.750000 Penalty: 5038.567383
	Iteration 40F: 3 clusters Score -3908256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3908255.250000 Penalty: 5038.567383
	Iteration 41Q: 3 clusters Score -3908255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3908257.250000 Penalty: 5038.567383
	Iteration 42Q: 3 clusters Score -3908257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3908255.500000 Penalty: 5038.567383
	Iteration 43Q: 3 clusters Score -3908256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3908255.500000 Penalty: 5038.567383
	Iteration 44F: 3 clusters Score -3908256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (114916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Entering Unmasked Estep 
Score: -17712004.000000 Penalty: 2889.685303
	Iteration 0F: 2 clusters Score -1.7712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -17639738.000000 Penalty: 5779.370605
	Iteration 0F: 3 clusters Score -1.763974e+07 nChanged 54667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -17671258.000000 Penalty: 5779.370605
	Iteration 1F: 3 clusters Score -1.767126e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -17672788.000000 Penalty: 5779.370605
	Iteration 2Q: 3 clusters Score -1.767279e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -17674898.000000 Penalty: 5779.370605
	Iteration 3Q: 3 clusters Score -1.76749e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -17677944.000000 Penalty: 5779.370605
	Iteration 4F: 3 clusters Score -1.767794e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -17682710.000000 Penalty: 5779.370605
	Iteration 5F: 3 clusters Score -1.768271e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -17689046.000000 Penalty: 5779.370605
	Iteration 6F: 3 clusters Score -1.768905e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -17696038.000000 Penalty: 5779.370605
	Iteration 7F: 3 clusters Score -1.769604e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -17701656.000000 Penalty: 5779.370605
	Iteration 8F: 3 clusters Score -1.770166e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -17705004.000000 Penalty: 5779.370605
	Iteration 9Q: 3 clusters Score -1.7705e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -17706736.000000 Penalty: 5779.370605
	Iteration 10Q: 3 clusters Score -1.770674e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104790 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -17707572.000000 Penalty: 5779.370605
	Iteration 11Q: 3 clusters Score -1.770757e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -17708264.000000 Penalty: 5779.370605
	Iteration 12Q: 3 clusters Score -1.770826e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -17708632.000000 Penalty: 5779.370605
	Iteration 13Q: 3 clusters Score -1.770863e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -17708902.000000 Penalty: 5779.370605
	Iteration 14Q: 3 clusters Score -1.77089e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -17709116.000000 Penalty: 5779.370605
	Iteration 15Q: 3 clusters Score -1.770912e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -17709314.000000 Penalty: 5779.370605
	Iteration 16Q: 3 clusters Score -1.770931e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -17709434.000000 Penalty: 5779.370605
	Iteration 17Q: 3 clusters Score -1.770943e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -17709464.000000 Penalty: 5779.370605
	Iteration 18Q: 3 clusters Score -1.770946e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -17709540.000000 Penalty: 5779.370605
	Iteration 19Q: 3 clusters Score -1.770954e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -17709544.000000 Penalty: 5779.370605
	Iteration 20F: 3 clusters Score -1.770954e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17709540.000000 Penalty: 5779.370605
	Iteration 21Q: 3 clusters Score -1.770954e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112632 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17709572.000000 Penalty: 5779.370605
	Iteration 22Q: 3 clusters Score -1.770957e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -17709620.000000 Penalty: 5779.370605
	Iteration 23Q: 3 clusters Score -1.770962e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112927 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -17709674.000000 Penalty: 5779.370605
	Iteration 24Q: 3 clusters Score -1.770967e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17709660.000000 Penalty: 5779.370605
	Iteration 25Q: 3 clusters Score -1.770966e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -17709710.000000 Penalty: 5779.370605
	Iteration 26Q: 3 clusters Score -1.770971e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -17709712.000000 Penalty: 5779.370605
	Iteration 27Q: 3 clusters Score -1.770971e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113316 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17709702.000000 Penalty: 5779.370605
	Iteration 28Q: 3 clusters Score -1.77097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17709738.000000 Penalty: 5779.370605
	Iteration 29Q: 3 clusters Score -1.770974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17709742.000000 Penalty: 5779.370605
	Iteration 30Q: 3 clusters Score -1.770974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17709746.000000 Penalty: 5779.370605
	Iteration 31Q: 3 clusters Score -1.770975e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113518 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -17709784.000000 Penalty: 5779.370605
	Iteration 32Q: 3 clusters Score -1.770978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113560 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -17709806.000000 Penalty: 5779.370605
	Iteration 33Q: 3 clusters Score -1.770981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -17709808.000000 Penalty: 5779.370605
	Iteration 34Q: 3 clusters Score -1.770981e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113616 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -17709794.000000 Penalty: 5779.370605
	Iteration 35Q: 3 clusters Score -1.770979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -17709784.000000 Penalty: 5779.370605
	Iteration 36Q: 3 clusters Score -1.770978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17709784.000000 Penalty: 5779.370605
	Iteration 37Q: 3 clusters Score -1.770978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17709798.000000 Penalty: 5779.370605
	Iteration 38Q: 3 clusters Score -1.77098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -17709812.000000 Penalty: 5779.370605
	Iteration 39Q: 3 clusters Score -1.770981e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17709804.000000 Penalty: 5779.370605
	Iteration 40F: 3 clusters Score -1.77098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17709796.000000 Penalty: 5779.370605
	Iteration 41Q: 3 clusters Score -1.77098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -17709814.000000 Penalty: 5779.370605
	Iteration 42Q: 3 clusters Score -1.770981e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113769 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17709802.000000 Penalty: 5779.370605
	Iteration 43Q: 3 clusters Score -1.77098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17709802.000000 Penalty: 5779.370605
	Iteration 44Q: 3 clusters Score -1.77098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17709790.000000 Penalty: 5779.370605
	Iteration 45Q: 3 clusters Score -1.770979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -17709792.000000 Penalty: 5779.370605
	Iteration 46Q: 3 clusters Score -1.770979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -17709790.000000 Penalty: 5779.370605
	Iteration 47Q: 3 clusters Score -1.770979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17709786.000000 Penalty: 5779.370605
	Iteration 48Q: 3 clusters Score -1.770979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -17709778.000000 Penalty: 5779.370605
	Iteration 49Q: 3 clusters Score -1.770978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -17709776.000000 Penalty: 5779.370605
	Iteration 50Q: 3 clusters Score -1.770978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -17709776.000000 Penalty: 5779.370605
	Iteration 51F: 3 clusters Score -1.770978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -113024.289062 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -113024.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111213.195312 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -111213.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111721.421875 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -111721.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112107.617188 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -112107.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112561.546875 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -112561.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112708.679688 Penalty: 3338.584961
	Iteration 4F: 3 clusters Score -112708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -112796.992188 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -112797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112837.992188 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -112838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112863.109375 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -112863.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112885.320312 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -112885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112921.484375 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -112921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -112990.789062 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -112990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -113025.835938 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -113025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113064.789062 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -113064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -113089.226562 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -113089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113120.343750 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -113120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -113136.492188 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -113136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113150.718750 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -113150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113171.203125 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -113171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113172.937500 Penalty: 3338.584961
	Iteration 18F: 3 clusters Score -113172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113174.796875 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -113174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -113174.796875 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -113174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 171337 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 13910 members 
Mstep: Class 10 contains 15312 members 
Mstep: Class 11 contains 627 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 6147 members 
Mstep: Class 14 contains 4058 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 20175 members 
Mstep: Class 18 contains 15262 members 
Mstep: Class 19 contains 35223 members 
Mstep: Class 20 contains 42039 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 112590 members 
Mstep: Class 23 contains 176 members 
Mstep: Class 24 contains 300 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 8704 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 114916 members 
Mstep: Class 30 contains 529 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 219 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 309 members 
Entering Unmasked Estep 
Score: -104162184.000000 Penalty: 116792.445312
Splitting cluster 30 changes total score from -104163752.000000 to -104162184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1259167.500000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1259168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1252552.500000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1252552 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1254302.375000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1254302 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1254583.250000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1254583 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1254771.000000 Penalty: 4477.282227
	Iteration 3F: 3 clusters Score -1254771 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1254912.250000 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -1254912 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1255052.500000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -1255052 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1255190.125000 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -1255190 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1255335.875000 Penalty: 4477.282227
	Iteration 7Q: 3 clusters Score -1255336 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1255488.250000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1255488 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1255642.375000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1255642 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1255793.000000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1255793 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1255979.750000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1255980 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1256167.375000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1256167 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1256353.875000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1256354 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1256553.000000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1256553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1256747.250000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1256747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1256888.125000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1256888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1256999.625000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1257000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1257058.625000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1257059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1257099.125000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1257099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1257129.000000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1257129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1257146.500000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1257146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1257158.125000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1257158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1257169.125000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1257169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1257184.250000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1257184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1257189.125000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1257189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1257194.875000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1257195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1257200.750000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1257201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1257202.250000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1257202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1257203.125000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1257203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1257208.750000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1257209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1257214.125000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1257214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1257216.500000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1257216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1257221.875000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1257222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1257225.000000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1257225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1257230.125000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1257230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1257233.125000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1257233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1257238.000000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1257238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1257237.875000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1257238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1257240.625000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1257241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1257243.750000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1257244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1257244.375000 Penalty: 4477.282227
	Iteration 41Q: 3 clusters Score -1257244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1257246.000000 Penalty: 4477.282227
	Iteration 42Q: 3 clusters Score -1257246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1257249.750000 Penalty: 4477.282227
	Iteration 43Q: 3 clusters Score -1257250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1257249.375000 Penalty: 4477.282227
	Iteration 44Q: 3 clusters Score -1257249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1257249.375000 Penalty: 4477.282227
	Iteration 45F: 3 clusters Score -1257249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -91975.703125 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -91975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90321.226562 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -90321.23 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90768.898438 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -90768.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91088.234375 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -91088.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91300.234375 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -91300.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91457.195312 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -91457.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91595.898438 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -91595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91663.898438 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -91663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91689.273438 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -91689.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -91713.562500 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -91713.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91735.414062 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -91735.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91748.531250 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -91748.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91755.132812 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -91755.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91755.132812 Penalty: 3313.081299
	Iteration 12F: 3 clusters Score -91755.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -27824.238281 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -27824.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26708.333984 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -26708.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26777.595703 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -26777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26797.880859 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -26797.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26866.566406 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -26866.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26904.826172 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -26904.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26907.880859 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -26907.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26907.880859 Penalty: 2672.979736
	Iteration 6F: 3 clusters Score -26907.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -86665.265625 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -86665.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85037.359375 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -85037.36 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85280.093750 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -85280.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85380.429688 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -85380.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85433.554688 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -85433.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85473.484375 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -85473.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85504.226562 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -85504.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85531.765625 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -85531.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85578.890625 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -85578.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85608.234375 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -85608.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85626.882812 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -85626.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85644.453125 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -85644.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85658.750000 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -85658.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85669.257812 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -85669.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85678.757812 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -85678.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85684.789062 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -85684.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85698.242188 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -85698.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85707.460938 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -85707.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85712.796875 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -85712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85714.054688 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -85714.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85714.054688 Penalty: 3210.283691
	Iteration 19F: 3 clusters Score -85714.05 nChanged 0
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -314725952.000000 Penalty: 122719.031250
23->35 Clusters: Score -314725952.000000, best is -314844288.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 30372 members 
Mstep: Class 3 contains 30215 members 
Mstep: Class 4 contains 30261 members 
Mstep: Class 5 contains 30141 members 
Mstep: Class 6 contains 30461 members 
Mstep: Class 7 contains 30502 members 
Mstep: Class 8 contains 30615 members 
Mstep: Class 9 contains 30373 members 
Mstep: Class 10 contains 30203 members 
Mstep: Class 11 contains 29903 members 
Mstep: Class 12 contains 30389 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 30748 members 
Mstep: Class 15 contains 30482 members 
Mstep: Class 16 contains 30099 members 
Mstep: Class 17 contains 30587 members 
Mstep: Class 18 contains 30026 members 
Mstep: Class 19 contains 30232 members 
Mstep: Class 20 contains 30582 members 
Mstep: Class 21 contains 29976 members 
Mstep: Class 22 contains 30234 members 
Mstep: Class 23 contains 30556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2937.366699 but Gain 3336.929688
Score: -97466624.000000 Penalty: 73412.390625
Iteration 0F: 23 clusters Score -9.746662e+07 nChanged 666812
Entering Unmasked Mstep 
Mstep: Class 0 contains 3452 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 154561 members 
Mstep: Class 3 contains 10752 members 
Mstep: Class 4 contains 145573 members 
Mstep: Class 5 contains 12290 members 
Mstep: Class 6 contains 8129 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 14635 members 
Mstep: Class 9 contains 15136 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 120656 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 24533 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 14918 members 
Mstep: Class 16 contains 9850 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 21 contains 11248 members 
Mstep: Class 22 contains 10898 members 
Mstep: Class 23 contains 68522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998472.000000 Penalty: 73412.390625
Iteration 1F: 23 clusters Score -1.019985e+08 nChanged 282380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2687 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 127401 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 216498 members 
Mstep: Class 5 contains 16407 members 
Mstep: Class 6 contains 7817 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 6730 members 
Mstep: Class 9 contains 17314 members 
Mstep: Class 10 contains 10040 members 
Mstep: Class 11 contains 140308 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 13 contains 17022 members 
Mstep: Class 14 contains 3394 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 4569 members 
Mstep: Class 17 contains 7991 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 21 contains 5475 members 
Mstep: Class 22 contains 5041 members 
Mstep: Class 23 contains 59692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2258.572021 but Gain 3336.921875
Score: -102989080.000000 Penalty: 70075.468750
Iteration 2F: 22 clusters Score -1.029891e+08 nChanged 191975
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 106032 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 202544 members 
Mstep: Class 5 contains 21578 members 
Mstep: Class 6 contains 8402 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 15895 members 
Mstep: Class 10 contains 11747 members 
Mstep: Class 11 contains 173843 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 17995 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 2398 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 75522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1306.764282 but Gain 3336.929688
Score: -103554872.000000 Penalty: 66738.539062
Iteration 3F: 21 clusters Score -1.035549e+08 nChanged 150606
Entering Unmasked Mstep 
Mstep: Class 0 contains 364 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 97833 members 
Mstep: Class 4 contains 141741 members 
Mstep: Class 5 contains 25990 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 19740 members 
Mstep: Class 10 contains 11144 members 
Mstep: Class 11 contains 229831 members 
Mstep: Class 12 contains 10555 members 
Mstep: Class 13 contains 24470 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 83235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1853.796753 but Gain 3336.925781
Score: -103729496.000000 Penalty: 63401.613281
Iteration 4F: 20 clusters Score -1.037295e+08 nChanged 100619
Entering Unmasked Mstep 
Mstep: Class 0 contains 344 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 109801 members 
Mstep: Class 4 contains 105185 members 
Mstep: Class 5 contains 28191 members 
Mstep: Class 6 contains 7291 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 22449 members 
Mstep: Class 10 contains 11840 members 
Mstep: Class 11 contains 248060 members 
Mstep: Class 12 contains 9346 members 
Mstep: Class 13 contains 29111 members 
Mstep: Class 14 contains 3616 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 21 contains 3501 members 
Mstep: Class 22 contains 1494 members 
Mstep: Class 23 contains 83134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103788720.000000 Penalty: 63401.613281
Iteration 5F: 20 clusters Score -1.037887e+08 nChanged 68118
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 134001 members 
Mstep: Class 4 contains 88034 members 
Mstep: Class 5 contains 27696 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 8 contains 5217 members 
Mstep: Class 9 contains 22076 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 239423 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 31142 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 21 contains 4345 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 80882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103863232.000000 Penalty: 63401.613281
Iteration 6F: 20 clusters Score -1.038632e+08 nChanged 54803
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 160066 members 
Mstep: Class 4 contains 76853 members 
Mstep: Class 5 contains 26190 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 21129 members 
Mstep: Class 10 contains 15048 members 
Mstep: Class 11 contains 225588 members 
Mstep: Class 12 contains 8171 members 
Mstep: Class 13 contains 31717 members 
Mstep: Class 14 contains 3873 members 
Mstep: Class 16 contains 9343 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 77983 members 
Entering Unmasked Estep 
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Score: -103927512.000000 Penalty: 63401.613281
Iteration 7F: 20 clusters Score -1.039275e+08 nChanged 45267
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 182924 members 
Mstep: Class 4 contains 69351 members 
Mstep: Class 5 contains 24666 members 
Mstep: Class 6 contains 5132 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 21271 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 211269 members 
Mstep: Class 12 contains 7841 members 
Mstep: Class 13 contains 31525 members 
Mstep: Class 14 contains 4034 members 
Mstep: Class 16 contains 10986 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 2386 members 
Mstep: Class 21 contains 6104 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 75012 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -1.039765e+08 nChanged 36140
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 200720 members 
Mstep: Class 4 contains 64362 members 
Mstep: Class 5 contains 23418 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 8 contains 5958 members 
Mstep: Class 9 contains 22391 members 
Mstep: Class 10 contains 16795 members 
Mstep: Class 11 contains 198642 members 
Mstep: Class 12 contains 7566 members 
Mstep: Class 13 contains 31109 members 
Mstep: Class 14 contains 4218 members 
Mstep: Class 16 contains 12704 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 2284 members 
Mstep: Class 21 contains 6458 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 72662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 20 clusters Score -1.040001e+08 nChanged 29880
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 214927 members 
Mstep: Class 4 contains 61069 members 
Mstep: Class 5 contains 22568 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 8 contains 6086 members 
Mstep: Class 9 contains 24068 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 186942 members 
Mstep: Class 12 contains 7353 members 
Mstep: Class 13 contains 30673 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 21 contains 6586 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 71248 members 
Entering Unmasked Estep 
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Iteration 10Q: 20 clusters Score -1.040082e+08 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 226344 members 
Mstep: Class 4 contains 59079 members 
Mstep: Class 5 contains 22030 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 26298 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 175823 members 
Mstep: Class 12 contains 7193 members 
Mstep: Class 13 contains 30346 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 16 contains 14163 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 21 contains 6589 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 70430 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.040075e+08 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 234689 members 
Mstep: Class 4 contains 57953 members 
Mstep: Class 5 contains 21690 members 
Mstep: Class 6 contains 4122 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 29003 members 
Mstep: Class 10 contains 18125 members 
Mstep: Class 11 contains 166508 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 30062 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 16 contains 14429 members 
Mstep: Class 17 contains 2212 members 
Mstep: Class 18 contains 3586 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 21 contains 6469 members 
Mstep: Class 22 contains 2652 members 
Mstep: Class 23 contains 69744 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.040011e+08 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 238610 members 
Mstep: Class 4 contains 57126 members 
Mstep: Class 5 contains 21540 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 31848 members 
Mstep: Class 10 contains 18247 members 
Mstep: Class 11 contains 160916 members 
Mstep: Class 12 contains 6991 members 
Mstep: Class 13 contains 29895 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 16 contains 14614 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 21 contains 6290 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 69156 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.039982e+08 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 239431 members 
Mstep: Class 4 contains 56466 members 
Mstep: Class 5 contains 21501 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 34517 members 
Mstep: Class 10 contains 18419 members 
Mstep: Class 11 contains 158119 members 
Mstep: Class 12 contains 6922 members 
Mstep: Class 13 contains 29864 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 16 contains 14765 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 68581 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.039982e+08 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 238933 members 
Mstep: Class 4 contains 55924 members 
Mstep: Class 5 contains 21456 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 36836 members 
Mstep: Class 10 contains 18632 members 
Mstep: Class 11 contains 156763 members 
Mstep: Class 12 contains 6884 members 
Mstep: Class 13 contains 29864 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 16 contains 14901 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 3570 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 3179 members 
Mstep: Class 23 contains 67977 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.039985e+08 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 237617 members 
Mstep: Class 4 contains 55472 members 
Mstep: Class 5 contains 21523 members 
Mstep: Class 6 contains 4442 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 38871 members 
Mstep: Class 10 contains 18813 members 
Mstep: Class 11 contains 156245 members 
Mstep: Class 12 contains 6850 members 
Mstep: Class 13 contains 29899 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 16 contains 15037 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 3566 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 67414 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.039991e+08 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 236160 members 
Mstep: Class 4 contains 55125 members 
Mstep: Class 5 contains 21566 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 40557 members 
Mstep: Class 10 contains 18910 members 
Mstep: Class 11 contains 156146 members 
Mstep: Class 12 contains 6818 members 
Mstep: Class 13 contains 29965 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 16 contains 15149 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 66934 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.040011e+08 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 234921 members 
Mstep: Class 4 contains 54893 members 
Mstep: Class 5 contains 21656 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 8 contains 7469 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 156058 members 
Mstep: Class 12 contains 6784 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 16 contains 15235 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 66458 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.040028e+08 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 233749 members 
Mstep: Class 4 contains 54722 members 
Mstep: Class 5 contains 21753 members 
Mstep: Class 6 contains 5020 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 42954 members 
Mstep: Class 10 contains 18844 members 
Mstep: Class 11 contains 156108 members 
Mstep: Class 12 contains 6765 members 
Mstep: Class 13 contains 30154 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 16 contains 15310 members 
Mstep: Class 17 contains 2841 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 5011 members 
Mstep: Class 22 contains 3863 members 
Mstep: Class 23 contains 66060 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.040047e+08 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 232888 members 
Mstep: Class 4 contains 54586 members 
Mstep: Class 5 contains 21814 members 
Mstep: Class 6 contains 5234 members 
Mstep: Class 8 contains 7699 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 155975 members 
Mstep: Class 12 contains 6758 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 16 contains 15359 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 4898 members 
Mstep: Class 22 contains 3920 members 
Mstep: Class 23 contains 65715 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.040075e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 333 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 232182 members 
Mstep: Class 4 contains 54467 members 
Mstep: Class 5 contains 21901 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 44570 members 
Mstep: Class 10 contains 18781 members 
Mstep: Class 11 contains 155922 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 30226 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 16 contains 15403 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 4786 members 
Mstep: Class 22 contains 3977 members 
Mstep: Class 23 contains 65299 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.040098e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 231610 members 
Mstep: Class 4 contains 54399 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 8 contains 7938 members 
Mstep: Class 9 contains 45182 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 155814 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 30250 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 16 contains 15450 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 4031 members 
Mstep: Class 23 contains 64918 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.040125e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 231140 members 
Mstep: Class 4 contains 54331 members 
Mstep: Class 5 contains 21983 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 8 contains 8040 members 
Mstep: Class 9 contains 45678 members 
Mstep: Class 10 contains 18868 members 
Mstep: Class 11 contains 155736 members 
Mstep: Class 12 contains 6710 members 
Mstep: Class 13 contains 30278 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 16 contains 15475 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 4640 members 
Mstep: Class 22 contains 4091 members 
Mstep: Class 23 contains 64591 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.040165e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 230755 members 
Mstep: Class 4 contains 54265 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 46097 members 
Mstep: Class 10 contains 18879 members 
Mstep: Class 11 contains 155714 members 
Mstep: Class 12 contains 6671 members 
Mstep: Class 13 contains 30301 members 
Mstep: Class 14 contains 4871 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 4596 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 64311 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.04018e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 230453 members 
Mstep: Class 4 contains 54209 members 
Mstep: Class 5 contains 22061 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 46416 members 
Mstep: Class 10 contains 18879 members 
Mstep: Class 11 contains 155710 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 30306 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 16 contains 15507 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 64061 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.040183e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 340 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 230196 members 
Mstep: Class 4 contains 54170 members 
Mstep: Class 5 contains 22096 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 8 contains 8281 members 
Mstep: Class 9 contains 46684 members 
Mstep: Class 10 contains 18880 members 
Mstep: Class 11 contains 155696 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 30314 members 
Mstep: Class 14 contains 4902 members 
Mstep: Class 16 contains 15517 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 4213 members 
Mstep: Class 23 contains 63876 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.040184e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 230069 members 
Mstep: Class 4 contains 54116 members 
Mstep: Class 5 contains 22130 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 46895 members 
Mstep: Class 10 contains 18843 members 
Mstep: Class 11 contains 155657 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 30338 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 16 contains 15515 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 63729 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.040186e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 229987 members 
Mstep: Class 4 contains 54052 members 
Mstep: Class 5 contains 22175 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 47051 members 
Mstep: Class 10 contains 18820 members 
Mstep: Class 11 contains 155653 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 30374 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 16 contains 15514 members 
Mstep: Class 17 contains 4118 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 63586 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.040187e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 229903 members 
Mstep: Class 4 contains 54005 members 
Mstep: Class 5 contains 22204 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 47181 members 
Mstep: Class 10 contains 18774 members 
Mstep: Class 11 contains 155707 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 30411 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 16 contains 15507 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4375 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 63430 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.040185e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 229772 members 
Mstep: Class 4 contains 53959 members 
Mstep: Class 5 contains 22224 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 8 contains 8522 members 
Mstep: Class 9 contains 47302 members 
Mstep: Class 10 contains 18750 members 
Mstep: Class 11 contains 155756 members 
Mstep: Class 12 contains 6521 members 
Mstep: Class 13 contains 30476 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 16 contains 15504 members 
Mstep: Class 17 contains 4209 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4263 members 
Mstep: Class 23 contains 63314 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.040183e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 229733 members 
Mstep: Class 4 contains 53926 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 8 contains 8567 members 
Mstep: Class 9 contains 47410 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 155745 members 
Mstep: Class 12 contains 6482 members 
Mstep: Class 13 contains 30528 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 16 contains 15502 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4308 members 
Mstep: Class 22 contains 4279 members 
Mstep: Class 23 contains 63190 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.040175e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 229622 members 
Mstep: Class 4 contains 53904 members 
Mstep: Class 5 contains 22291 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 8 contains 8606 members 
Mstep: Class 9 contains 47545 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 155743 members 
Mstep: Class 12 contains 6448 members 
Mstep: Class 13 contains 30588 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 16 contains 15500 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 63092 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.040178e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 229527 members 
Mstep: Class 4 contains 53875 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 8 contains 8642 members 
Mstep: Class 9 contains 47648 members 
Mstep: Class 10 contains 18689 members 
Mstep: Class 11 contains 155762 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 30634 members 
Mstep: Class 14 contains 4921 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4246 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 63008 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.040175e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 229491 members 
Mstep: Class 4 contains 53861 members 
Mstep: Class 5 contains 22359 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 47745 members 
Mstep: Class 10 contains 18666 members 
Mstep: Class 11 contains 155725 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 30668 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 16 contains 15496 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 3452 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 4206 members 
Mstep: Class 22 contains 4295 members 
Mstep: Class 23 contains 62939 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.040178e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 229492 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 22379 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 8740 members 
Mstep: Class 9 contains 47817 members 
Mstep: Class 10 contains 18668 members 
Mstep: Class 11 contains 155671 members 
Mstep: Class 12 contains 6350 members 
Mstep: Class 13 contains 30685 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 16 contains 15496 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4171 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 62853 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.04018e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 229459 members 
Mstep: Class 4 contains 53826 members 
Mstep: Class 5 contains 22417 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 47914 members 
Mstep: Class 10 contains 18646 members 
Mstep: Class 11 contains 155643 members 
Mstep: Class 12 contains 6302 members 
Mstep: Class 13 contains 30690 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4135 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 62780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104017952.000000 Penalty: 63401.613281
Iteration 36Q: 20 clusters Score -1.04018e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 229399 members 
Mstep: Class 4 contains 53815 members 
Mstep: Class 5 contains 22455 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 8862 members 
Mstep: Class 9 contains 47999 members 
Mstep: Class 10 contains 18638 members 
Mstep: Class 11 contains 155637 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 30702 members 
Mstep: Class 14 contains 4934 members 
Mstep: Class 16 contains 15497 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 3448 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 4107 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 62692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104018160.000000 Penalty: 63401.613281
Iteration 37Q: 20 clusters Score -1.040182e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 229311 members 
Mstep: Class 4 contains 53798 members 
Mstep: Class 5 contains 22490 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 8 contains 8957 members 
Mstep: Class 9 contains 48072 members 
Mstep: Class 10 contains 18621 members 
Mstep: Class 11 contains 155681 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 30724 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 16 contains 15499 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 4079 members 
Mstep: Class 22 contains 4328 members 
Mstep: Class 23 contains 62603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104018416.000000 Penalty: 63401.613281
Iteration 38Q: 20 clusters Score -1.040184e+08 nChanged 1745
Entering ConstructFrom: 
Score: -104018416.000000 Penalty: 63401.613281
Entering ConstructFrom: 
Trying to split cluster 1 (16648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Entering Unmasked Estep 
Score: -2322817.000000 Penalty: 2410.571289
	Iteration 0F: 2 clusters Score -2322817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2310969.750000 Penalty: 4821.142578
	Iteration 0F: 3 clusters Score -2310970 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2315175.250000 Penalty: 4821.142578
	Iteration 1F: 3 clusters Score -2315175 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2315955.000000 Penalty: 4821.142578
	Iteration 2F: 3 clusters Score -2315955 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2316735.000000 Penalty: 4821.142578
	Iteration 3F: 3 clusters Score -2316735 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2317537.750000 Penalty: 4821.142578
	Iteration 4F: 3 clusters Score -2317538 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2318314.000000 Penalty: 4821.142578
	Iteration 5F: 3 clusters Score -2318314 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2318987.000000 Penalty: 4821.142578
	Iteration 6F: 3 clusters Score -2318987 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2319509.250000 Penalty: 4821.142578
	Iteration 7F: 3 clusters Score -2319509 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2319941.750000 Penalty: 4821.142578
	Iteration 8Q: 3 clusters Score -2319942 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2320287.500000 Penalty: 4821.142578
	Iteration 9Q: 3 clusters Score -2320288 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2320558.000000 Penalty: 4821.142578
	Iteration 10Q: 3 clusters Score -2320558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2320776.500000 Penalty: 4821.142578
	Iteration 11Q: 3 clusters Score -2320776 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2320936.750000 Penalty: 4821.142578
	Iteration 12Q: 3 clusters Score -2320937 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2321073.750000 Penalty: 4821.142578
	Iteration 13Q: 3 clusters Score -2321074 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2321160.000000 Penalty: 4821.142578
	Iteration 14Q: 3 clusters Score -2321160 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2321217.000000 Penalty: 4821.142578
	Iteration 15Q: 3 clusters Score -2321217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2321265.250000 Penalty: 4821.142578
	Iteration 16Q: 3 clusters Score -2321265 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2321297.250000 Penalty: 4821.142578
	Iteration 17Q: 3 clusters Score -2321297 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2321321.750000 Penalty: 4821.142578
	Iteration 18Q: 3 clusters Score -2321322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2321345.250000 Penalty: 4821.142578
	Iteration 19Q: 3 clusters Score -2321345 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2321363.000000 Penalty: 4821.142578
	Iteration 20F: 3 clusters Score -2321363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2321379.750000 Penalty: 4821.142578
	Iteration 21Q: 3 clusters Score -2321380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2321393.250000 Penalty: 4821.142578
	Iteration 22Q: 3 clusters Score -2321393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2321412.250000 Penalty: 4821.142578
	Iteration 23Q: 3 clusters Score -2321412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2321417.500000 Penalty: 4821.142578
	Iteration 24Q: 3 clusters Score -2321418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2321428.250000 Penalty: 4821.142578
	Iteration 25Q: 3 clusters Score -2321428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2321438.500000 Penalty: 4821.142578
	Iteration 26Q: 3 clusters Score -2321438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2321450.250000 Penalty: 4821.142578
	Iteration 27Q: 3 clusters Score -2321450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2321453.750000 Penalty: 4821.142578
	Iteration 28Q: 3 clusters Score -2321454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2321465.500000 Penalty: 4821.142578
	Iteration 29Q: 3 clusters Score -2321466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2321478.500000 Penalty: 4821.142578
	Iteration 30Q: 3 clusters Score -2321478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2321483.000000 Penalty: 4821.142578
	Iteration 31Q: 3 clusters Score -2321483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2321488.500000 Penalty: 4821.142578
	Iteration 32Q: 3 clusters Score -2321488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2321491.250000 Penalty: 4821.142578
	Iteration 33Q: 3 clusters Score -2321491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2321501.250000 Penalty: 4821.142578
	Iteration 34Q: 3 clusters Score -2321501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2321511.500000 Penalty: 4821.142578
	Iteration 35Q: 3 clusters Score -2321512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2321520.750000 Penalty: 4821.142578
	Iteration 36Q: 3 clusters Score -2321521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2321528.500000 Penalty: 4821.142578
	Iteration 37Q: 3 clusters Score -2321528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2321533.500000 Penalty: 4821.142578
	Iteration 38Q: 3 clusters Score -2321534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2321544.000000 Penalty: 4821.142578
	Iteration 39Q: 3 clusters Score -2321544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2321550.500000 Penalty: 4821.142578
	Iteration 40F: 3 clusters Score -2321550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2321557.250000 Penalty: 4821.142578
	Iteration 41Q: 3 clusters Score -2321557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2321564.500000 Penalty: 4821.142578
	Iteration 42Q: 3 clusters Score -2321564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2321570.000000 Penalty: 4821.142578
	Iteration 43Q: 3 clusters Score -2321570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2321578.500000 Penalty: 4821.142578
	Iteration 44Q: 3 clusters Score -2321578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2321576.500000 Penalty: 4821.142578
	Iteration 45Q: 3 clusters Score -2321576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2321580.250000 Penalty: 4821.142578
	Iteration 46Q: 3 clusters Score -2321580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2321579.750000 Penalty: 4821.142578
	Iteration 47Q: 3 clusters Score -2321580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2321591.500000 Penalty: 4821.142578
	Iteration 48Q: 3 clusters Score -2321592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2321595.000000 Penalty: 4821.142578
	Iteration 49Q: 3 clusters Score -2321595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2321596.000000 Penalty: 4821.142578
	Iteration 50Q: 3 clusters Score -2321596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2321600.750000 Penalty: 4821.142578
	Iteration 51Q: 3 clusters Score -2321601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2321600.250000 Penalty: 4821.142578
	Iteration 52Q: 3 clusters Score -2321600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2321604.500000 Penalty: 4821.142578
	Iteration 53Q: 3 clusters Score -2321604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2321606.750000 Penalty: 4821.142578
	Iteration 54Q: 3 clusters Score -2321607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2321611.750000 Penalty: 4821.142578
	Iteration 55Q: 3 clusters Score -2321612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2321610.750000 Penalty: 4821.142578
	Iteration 56Q: 3 clusters Score -2321611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2321612.750000 Penalty: 4821.142578
	Iteration 57Q: 3 clusters Score -2321613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2321611.250000 Penalty: 4821.142578
	Iteration 58Q: 3 clusters Score -2321611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2321612.000000 Penalty: 4821.142578
	Iteration 59Q: 3 clusters Score -2321612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2321611.750000 Penalty: 4821.142578
	Iteration 60F: 3 clusters Score -2321612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2321611.250000 Penalty: 4821.142578
	Iteration 61Q: 3 clusters Score -2321611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2321611.250000 Penalty: 4821.142578
	Iteration 62F: 3 clusters Score -2321611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (229290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229290 members 
Entering Unmasked Estep 
Score: -35166172.000000 Penalty: 3061.000244
	Iteration 0F: 2 clusters Score -3.516617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -35074960.000000 Penalty: 6122.000488
	Iteration 0F: 3 clusters Score -3.507496e+07 nChanged 110757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -35140940.000000 Penalty: 6122.000488
	Iteration 1F: 3 clusters Score -3.514094e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -35143028.000000 Penalty: 6122.000488
	Iteration 2Q: 3 clusters Score -3.514303e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 103721 members 
Entering Unmasked Estep 
Score: -35145968.000000 Penalty: 6122.000488
	Iteration 3Q: 3 clusters Score -3.514597e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -35150432.000000 Penalty: 6122.000488
	Iteration 4Q: 3 clusters Score -3.515043e+07 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133588 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -35156692.000000 Penalty: 6122.000488
	Iteration 5F: 3 clusters Score -3.515669e+07 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138079 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -35165440.000000 Penalty: 6122.000488
	Iteration 6F: 3 clusters Score -3.516544e+07 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141453 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -35175576.000000 Penalty: 6122.000488
	Iteration 7F: 3 clusters Score -3.517558e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -35183604.000000 Penalty: 6122.000488
	Iteration 8F: 3 clusters Score -3.51836e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142235 members 
Mstep: Class 2 contains 87055 members 
Entering Unmasked Estep 
Score: -35188000.000000 Penalty: 6122.000488
	Iteration 9Q: 3 clusters Score -3.5188e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -35189120.000000 Penalty: 6122.000488
	Iteration 10Q: 3 clusters Score -3.518912e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 90904 members 
Entering Unmasked Estep 
Score: -35189284.000000 Penalty: 6122.000488
	Iteration 11Q: 3 clusters Score -3.518928e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -35189352.000000 Penalty: 6122.000488
	Iteration 12Q: 3 clusters Score -3.518935e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -35189512.000000 Penalty: 6122.000488
	Iteration 13Q: 3 clusters Score -3.518951e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129953 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -35189852.000000 Penalty: 6122.000488
	Iteration 14Q: 3 clusters Score -3.518985e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126731 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -35190108.000000 Penalty: 6122.000488
	Iteration 15Q: 3 clusters Score -3.519011e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -35190408.000000 Penalty: 6122.000488
	Iteration 16Q: 3 clusters Score -3.519041e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 108986 members 
Entering Unmasked Estep 
Score: -35190604.000000 Penalty: 6122.000488
	Iteration 17Q: 3 clusters Score -3.51906e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -35190620.000000 Penalty: 6122.000488
	Iteration 18Q: 3 clusters Score -3.519062e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -35190928.000000 Penalty: 6122.000488
	Iteration 19Q: 3 clusters Score -3.519093e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111972 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -35191040.000000 Penalty: 6122.000488
	Iteration 20F: 3 clusters Score -3.519104e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -35191368.000000 Penalty: 6122.000488
	Iteration 21Q: 3 clusters Score -3.519137e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -35191496.000000 Penalty: 6122.000488
	Iteration 22Q: 3 clusters Score -3.51915e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 121120 members 
Entering Unmasked Estep 
Score: -35191808.000000 Penalty: 6122.000488
	Iteration 23Q: 3 clusters Score -3.519181e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107535 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -35192152.000000 Penalty: 6122.000488
	Iteration 24Q: 3 clusters Score -3.519215e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -35192412.000000 Penalty: 6122.000488
	Iteration 25Q: 3 clusters Score -3.519241e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 122024 members 
Entering Unmasked Estep 
Score: -35192452.000000 Penalty: 6122.000488
	Iteration 26Q: 3 clusters Score -3.519245e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107570 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -35192676.000000 Penalty: 6122.000488
	Iteration 27Q: 3 clusters Score -3.519268e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108108 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -35192728.000000 Penalty: 6122.000488
	Iteration 28Q: 3 clusters Score -3.519273e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -35193032.000000 Penalty: 6122.000488
	Iteration 29Q: 3 clusters Score -3.519303e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 119609 members 
Entering Unmasked Estep 
Score: -35193268.000000 Penalty: 6122.000488
	Iteration 30Q: 3 clusters Score -3.519327e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -35193544.000000 Penalty: 6122.000488
	Iteration 31Q: 3 clusters Score -3.519354e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -35193896.000000 Penalty: 6122.000488
	Iteration 32Q: 3 clusters Score -3.51939e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -35194016.000000 Penalty: 6122.000488
	Iteration 33Q: 3 clusters Score -3.519402e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113031 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -35194104.000000 Penalty: 6122.000488
	Iteration 34Q: 3 clusters Score -3.51941e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -35194288.000000 Penalty: 6122.000488
	Iteration 35Q: 3 clusters Score -3.519429e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114020 members 
Mstep: Class 2 contains 115270 members 
Entering Unmasked Estep 
Score: -35194528.000000 Penalty: 6122.000488
	Iteration 36Q: 3 clusters Score -3.519453e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114336 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -35194800.000000 Penalty: 6122.000488
	Iteration 37Q: 3 clusters Score -3.51948e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114520 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -35195044.000000 Penalty: 6122.000488
	Iteration 38Q: 3 clusters Score -3.519504e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -35195284.000000 Penalty: 6122.000488
	Iteration 39Q: 3 clusters Score -3.519528e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 114406 members 
Entering Unmasked Estep 
Score: -35195412.000000 Penalty: 6122.000488
	Iteration 40F: 3 clusters Score -3.519541e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115046 members 
Mstep: Class 2 contains 114244 members 
Entering Unmasked Estep 
Score: -35195492.000000 Penalty: 6122.000488
	Iteration 41Q: 3 clusters Score -3.519549e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -35195496.000000 Penalty: 6122.000488
	Iteration 42Q: 3 clusters Score -3.51955e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115435 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -35195716.000000 Penalty: 6122.000488
	Iteration 43Q: 3 clusters Score -3.519572e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -35195832.000000 Penalty: 6122.000488
	Iteration 44Q: 3 clusters Score -3.519583e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -35195852.000000 Penalty: 6122.000488
	Iteration 45Q: 3 clusters Score -3.519585e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -35195996.000000 Penalty: 6122.000488
	Iteration 46Q: 3 clusters Score -3.5196e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -35196020.000000 Penalty: 6122.000488
	Iteration 47Q: 3 clusters Score -3.519602e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115996 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -35196180.000000 Penalty: 6122.000488
	Iteration 48Q: 3 clusters Score -3.519618e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -35196208.000000 Penalty: 6122.000488
	Iteration 49Q: 3 clusters Score -3.519621e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 113155 members 
Entering Unmasked Estep 
Score: -35196200.000000 Penalty: 6122.000488
	Iteration 50Q: 3 clusters Score -3.51962e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -35196192.000000 Penalty: 6122.000488
	Iteration 51Q: 3 clusters Score -3.519619e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -35196296.000000 Penalty: 6122.000488
	Iteration 52Q: 3 clusters Score -3.51963e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -35196252.000000 Penalty: 6122.000488
	Iteration 53Q: 3 clusters Score -3.519625e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116162 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -35196344.000000 Penalty: 6122.000488
	Iteration 54Q: 3 clusters Score -3.519634e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 113144 members 
Entering Unmasked Estep 
Score: -35196308.000000 Penalty: 6122.000488
	Iteration 55Q: 3 clusters Score -3.519631e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 113138 members 
Entering Unmasked Estep 
Score: -35196268.000000 Penalty: 6122.000488
	Iteration 56Q: 3 clusters Score -3.519627e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -35196340.000000 Penalty: 6122.000488
	Iteration 57Q: 3 clusters Score -3.519634e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -35196364.000000 Penalty: 6122.000488
	Iteration 58Q: 3 clusters Score -3.519636e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -35196288.000000 Penalty: 6122.000488
	Iteration 59Q: 3 clusters Score -3.519629e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 113065 members 
Entering Unmasked Estep 
Score: -35196300.000000 Penalty: 6122.000488
	Iteration 60F: 3 clusters Score -3.51963e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -35196416.000000 Penalty: 6122.000488
	Iteration 61Q: 3 clusters Score -3.519642e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -35196504.000000 Penalty: 6122.000488
	Iteration 62Q: 3 clusters Score -3.51965e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116114 members 
Mstep: Class 2 contains 113176 members 
Entering Unmasked Estep 
Score: -35196616.000000 Penalty: 6122.000488
	Iteration 63Q: 3 clusters Score -3.519662e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -35196588.000000 Penalty: 6122.000488
	Iteration 64Q: 3 clusters Score -3.519659e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116039 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -35196616.000000 Penalty: 6122.000488
	Iteration 65Q: 3 clusters Score -3.519662e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115989 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -35196568.000000 Penalty: 6122.000488
	Iteration 66Q: 3 clusters Score -3.519657e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -35196548.000000 Penalty: 6122.000488
	Iteration 67Q: 3 clusters Score -3.519655e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -35196588.000000 Penalty: 6122.000488
	Iteration 68Q: 3 clusters Score -3.519659e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -35196704.000000 Penalty: 6122.000488
	Iteration 69Q: 3 clusters Score -3.51967e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 113438 members 
Entering Unmasked Estep 
Score: -35196820.000000 Penalty: 6122.000488
	Iteration 70Q: 3 clusters Score -3.519682e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115808 members 
Mstep: Class 2 contains 113482 members 
Entering Unmasked Estep 
Score: -35196808.000000 Penalty: 6122.000488
	Iteration 71Q: 3 clusters Score -3.519681e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -35196760.000000 Penalty: 6122.000488
	Iteration 72Q: 3 clusters Score -3.519676e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115743 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -35196800.000000 Penalty: 6122.000488
	Iteration 73Q: 3 clusters Score -3.51968e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -35196880.000000 Penalty: 6122.000488
	Iteration 74Q: 3 clusters Score -3.519688e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 113568 members 
Entering Unmasked Estep 
Score: -35196972.000000 Penalty: 6122.000488
	Iteration 75Q: 3 clusters Score -3.519697e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 113632 members 
Entering Unmasked Estep 
Score: -35196960.000000 Penalty: 6122.000488
	Iteration 76Q: 3 clusters Score -3.519696e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 113697 members 
Entering Unmasked Estep 
Score: -35196952.000000 Penalty: 6122.000488
	Iteration 77Q: 3 clusters Score -3.519695e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115517 members 
Mstep: Class 2 contains 113773 members 
Entering Unmasked Estep 
Score: -35196972.000000 Penalty: 6122.000488
	Iteration 78Q: 3 clusters Score -3.519697e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115449 members 
Mstep: Class 2 contains 113841 members 
Entering Unmasked Estep 
Score: -35197132.000000 Penalty: 6122.000488
	Iteration 79Q: 3 clusters Score -3.519713e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -35197104.000000 Penalty: 6122.000488
	Iteration 80F: 3 clusters Score -3.51971e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -35197188.000000 Penalty: 6122.000488
	Iteration 81Q: 3 clusters Score -3.519719e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -35197176.000000 Penalty: 6122.000488
	Iteration 82Q: 3 clusters Score -3.519718e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115148 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -35197224.000000 Penalty: 6122.000488
	Iteration 83Q: 3 clusters Score -3.519722e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -35197220.000000 Penalty: 6122.000488
	Iteration 84Q: 3 clusters Score -3.519722e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -35197352.000000 Penalty: 6122.000488
	Iteration 85Q: 3 clusters Score -3.519735e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 114322 members 
Entering Unmasked Estep 
Score: -35197484.000000 Penalty: 6122.000488
	Iteration 86Q: 3 clusters Score -3.519748e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -35197520.000000 Penalty: 6122.000488
	Iteration 87Q: 3 clusters Score -3.519752e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -35197548.000000 Penalty: 6122.000488
	Iteration 88Q: 3 clusters Score -3.519755e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 114474 members 
Entering Unmasked Estep 
Score: -35197580.000000 Penalty: 6122.000488
	Iteration 89Q: 3 clusters Score -3.519758e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -35197620.000000 Penalty: 6122.000488
	Iteration 90Q: 3 clusters Score -3.519762e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -35197636.000000 Penalty: 6122.000488
	Iteration 91Q: 3 clusters Score -3.519764e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -35197720.000000 Penalty: 6122.000488
	Iteration 92Q: 3 clusters Score -3.519772e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -35197740.000000 Penalty: 6122.000488
	Iteration 93Q: 3 clusters Score -3.519774e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -35197744.000000 Penalty: 6122.000488
	Iteration 94Q: 3 clusters Score -3.519774e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 114957 members 
Entering Unmasked Estep 
Score: -35197796.000000 Penalty: 6122.000488
	Iteration 95Q: 3 clusters Score -3.51978e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -35197972.000000 Penalty: 6122.000488
	Iteration 96Q: 3 clusters Score -3.519797e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 115082 members 
Entering Unmasked Estep 
Score: -35198028.000000 Penalty: 6122.000488
	Iteration 97Q: 3 clusters Score -3.519803e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 115173 members 
Entering Unmasked Estep 
Score: -35198004.000000 Penalty: 6122.000488
	Iteration 98Q: 3 clusters Score -3.5198e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -35198048.000000 Penalty: 6122.000488
	Iteration 99Q: 3 clusters Score -3.519805e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 115286 members 
Entering Unmasked Estep 
Score: -35198176.000000 Penalty: 6122.000488
	Iteration 100F: 3 clusters Score -3.519818e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -35198236.000000 Penalty: 6122.000488
	Iteration 101Q: 3 clusters Score -3.519824e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -35198312.000000 Penalty: 6122.000488
	Iteration 102Q: 3 clusters Score -3.519831e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -35198360.000000 Penalty: 6122.000488
	Iteration 103Q: 3 clusters Score -3.519836e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113830 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -35198388.000000 Penalty: 6122.000488
	Iteration 104Q: 3 clusters Score -3.519839e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -35198532.000000 Penalty: 6122.000488
	Iteration 105Q: 3 clusters Score -3.519853e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -35198512.000000 Penalty: 6122.000488
	Iteration 106Q: 3 clusters Score -3.519851e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113690 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -35198532.000000 Penalty: 6122.000488
	Iteration 107Q: 3 clusters Score -3.519853e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -35198524.000000 Penalty: 6122.000488
	Iteration 108Q: 3 clusters Score -3.519852e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -35198536.000000 Penalty: 6122.000488
	Iteration 109Q: 3 clusters Score -3.519854e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 115604 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 110Q: 3 clusters Score -3.51985e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -35198500.000000 Penalty: 6122.000488
	Iteration 111Q: 3 clusters Score -3.51985e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -35198592.000000 Penalty: 6122.000488
	Iteration 112Q: 3 clusters Score -3.519859e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 115693 members 
Entering Unmasked Estep 
Score: -35198520.000000 Penalty: 6122.000488
	Iteration 113Q: 3 clusters Score -3.519852e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -35198508.000000 Penalty: 6122.000488
	Iteration 114Q: 3 clusters Score -3.519851e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -35198484.000000 Penalty: 6122.000488
	Iteration 115Q: 3 clusters Score -3.519848e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -35198556.000000 Penalty: 6122.000488
	Iteration 116Q: 3 clusters Score -3.519856e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113429 members 
Mstep: Class 2 contains 115861 members 
Entering Unmasked Estep 
Score: -35198588.000000 Penalty: 6122.000488
	Iteration 117Q: 3 clusters Score -3.519859e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 115890 members 
Entering Unmasked Estep 
Score: -35198612.000000 Penalty: 6122.000488
	Iteration 118Q: 3 clusters Score -3.519861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -35198588.000000 Penalty: 6122.000488
	Iteration 119Q: 3 clusters Score -3.519859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113379 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -35198568.000000 Penalty: 6122.000488
	Iteration 120F: 3 clusters Score -3.519857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113371 members 
Mstep: Class 2 contains 115919 members 
Entering Unmasked Estep 
Score: -35198540.000000 Penalty: 6122.000488
	Iteration 121Q: 3 clusters Score -3.519854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 115937 members 
Entering Unmasked Estep 
Score: -35198540.000000 Penalty: 6122.000488
	Iteration 122Q: 3 clusters Score -3.519854e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -35198512.000000 Penalty: 6122.000488
	Iteration 123Q: 3 clusters Score -3.519851e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 115964 members 
Entering Unmasked Estep 
Score: -35198488.000000 Penalty: 6122.000488
	Iteration 124Q: 3 clusters Score -3.519849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -35198540.000000 Penalty: 6122.000488
	Iteration 125Q: 3 clusters Score -3.519854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 126Q: 3 clusters Score -3.51985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -35198504.000000 Penalty: 6122.000488
	Iteration 127Q: 3 clusters Score -3.51985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 115981 members 
Entering Unmasked Estep 
Score: -35198492.000000 Penalty: 6122.000488
	Iteration 128Q: 3 clusters Score -3.519849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -35198488.000000 Penalty: 6122.000488
	Iteration 129Q: 3 clusters Score -3.519849e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113280 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 130Q: 3 clusters Score -3.51985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -35198472.000000 Penalty: 6122.000488
	Iteration 131Q: 3 clusters Score -3.519847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 132Q: 3 clusters Score -3.51985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -35198504.000000 Penalty: 6122.000488
	Iteration 133Q: 3 clusters Score -3.51985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -35198500.000000 Penalty: 6122.000488
	Iteration 134Q: 3 clusters Score -3.51985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -35198476.000000 Penalty: 6122.000488
	Iteration 135Q: 3 clusters Score -3.519848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 116028 members 
Entering Unmasked Estep 
Score: -35198480.000000 Penalty: 6122.000488
	Iteration 136Q: 3 clusters Score -3.519848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113259 members 
Mstep: Class 2 contains 116031 members 
Entering Unmasked Estep 
Score: -35198472.000000 Penalty: 6122.000488
	Iteration 137Q: 3 clusters Score -3.519847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 116022 members 
Entering Unmasked Estep 
Score: -35198500.000000 Penalty: 6122.000488
	Iteration 138Q: 3 clusters Score -3.51985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -35198488.000000 Penalty: 6122.000488
	Iteration 139Q: 3 clusters Score -3.519849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -35198508.000000 Penalty: 6122.000488
	Iteration 140F: 3 clusters Score -3.519851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -35198500.000000 Penalty: 6122.000488
	Iteration 141Q: 3 clusters Score -3.51985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113275 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -35198488.000000 Penalty: 6122.000488
	Iteration 142Q: 3 clusters Score -3.519849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -35198492.000000 Penalty: 6122.000488
	Iteration 143Q: 3 clusters Score -3.519849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -35198480.000000 Penalty: 6122.000488
	Iteration 144Q: 3 clusters Score -3.519848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -35198528.000000 Penalty: 6122.000488
	Iteration 145Q: 3 clusters Score -3.519853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -35198528.000000 Penalty: 6122.000488
	Iteration 146Q: 3 clusters Score -3.519853e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113267 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -35198516.000000 Penalty: 6122.000488
	Iteration 147Q: 3 clusters Score -3.519852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -35198508.000000 Penalty: 6122.000488
	Iteration 148Q: 3 clusters Score -3.519851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -35198468.000000 Penalty: 6122.000488
	Iteration 149Q: 3 clusters Score -3.519847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113267 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -35198484.000000 Penalty: 6122.000488
	Iteration 150Q: 3 clusters Score -3.519848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -35198484.000000 Penalty: 6122.000488
	Iteration 151Q: 3 clusters Score -3.519848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -35198500.000000 Penalty: 6122.000488
	Iteration 152Q: 3 clusters Score -3.51985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -35198480.000000 Penalty: 6122.000488
	Iteration 153Q: 3 clusters Score -3.519848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -35198492.000000 Penalty: 6122.000488
	Iteration 154Q: 3 clusters Score -3.519849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -35198488.000000 Penalty: 6122.000488
	Iteration 155Q: 3 clusters Score -3.519849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -35198492.000000 Penalty: 6122.000488
	Iteration 156Q: 3 clusters Score -3.519849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -35198512.000000 Penalty: 6122.000488
	Iteration 157Q: 3 clusters Score -3.519851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -35198508.000000 Penalty: 6122.000488
	Iteration 158Q: 3 clusters Score -3.519851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 159Q: 3 clusters Score -3.51985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -35198484.000000 Penalty: 6122.000488
	Iteration 160F: 3 clusters Score -3.519848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 161Q: 3 clusters Score -3.51985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 162Q: 3 clusters Score -3.51985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -35198496.000000 Penalty: 6122.000488
	Iteration 163F: 3 clusters Score -3.51985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 53777 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Entering Unmasked Estep 
Score: -104053328.000000 Penalty: 66738.539062
Splitting cluster 2 changes total score from -104018416.000000 to -104053328.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (53777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Entering Unmasked Estep 
Score: -8231135.500000 Penalty: 2701.364990
	Iteration 0F: 2 clusters Score -8231136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -8194932.500000 Penalty: 5402.729980
	Iteration 0F: 3 clusters Score -8194932 nChanged 25053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -8209250.000000 Penalty: 5402.729980
	Iteration 1F: 3 clusters Score -8209250 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -8210380.000000 Penalty: 5402.729980
	Iteration 2Q: 3 clusters Score -8210380 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -8211872.500000 Penalty: 5402.729980
	Iteration 3Q: 3 clusters Score -8211872 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -8214183.500000 Penalty: 5402.729980
	Iteration 4F: 3 clusters Score -8214184 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -8217327.500000 Penalty: 5402.729980
	Iteration 5F: 3 clusters Score -8217328 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8220663.000000 Penalty: 5402.729980
	Iteration 6F: 3 clusters Score -8220663 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8223544.500000 Penalty: 5402.729980
	Iteration 7F: 3 clusters Score -8223544 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -8225668.000000 Penalty: 5402.729980
	Iteration 8F: 3 clusters Score -8225668 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -8227260.500000 Penalty: 5402.729980
	Iteration 9Q: 3 clusters Score -8227260 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8228688.000000 Penalty: 5402.729980
	Iteration 10Q: 3 clusters Score -8228688 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -8229915.500000 Penalty: 5402.729980
	Iteration 11Q: 3 clusters Score -8229916 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -8230851.000000 Penalty: 5402.729980
	Iteration 12Q: 3 clusters Score -8230851 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -8231631.000000 Penalty: 5402.729980
	Iteration 13Q: 3 clusters Score -8231631 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -8232206.000000 Penalty: 5402.729980
	Iteration 14Q: 3 clusters Score -8232206 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -8232624.500000 Penalty: 5402.729980
	Iteration 15Q: 3 clusters Score -8232624 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -8232847.000000 Penalty: 5402.729980
	Iteration 16Q: 3 clusters Score -8232847 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -8232976.000000 Penalty: 5402.729980
	Iteration 17Q: 3 clusters Score -8232976 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -8233054.000000 Penalty: 5402.729980
	Iteration 18Q: 3 clusters Score -8233054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -8233140.500000 Penalty: 5402.729980
	Iteration 19Q: 3 clusters Score -8233140 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -8233179.500000 Penalty: 5402.729980
	Iteration 20F: 3 clusters Score -8233180 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8233236.000000 Penalty: 5402.729980
	Iteration 21Q: 3 clusters Score -8233236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8233236.000000 Penalty: 5402.729980
	Iteration 22Q: 3 clusters Score -8233236 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8233260.000000 Penalty: 5402.729980
	Iteration 23Q: 3 clusters Score -8233260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -8233268.500000 Penalty: 5402.729980
	Iteration 24Q: 3 clusters Score -8233268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -8233268.500000 Penalty: 5402.729980
	Iteration 25Q: 3 clusters Score -8233268 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8233264.500000 Penalty: 5402.729980
	Iteration 26Q: 3 clusters Score -8233264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -8233270.000000 Penalty: 5402.729980
	Iteration 27Q: 3 clusters Score -8233270 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -8233269.500000 Penalty: 5402.729980
	Iteration 28Q: 3 clusters Score -8233270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -8233287.000000 Penalty: 5402.729980
	Iteration 29Q: 3 clusters Score -8233287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8233280.000000 Penalty: 5402.729980
	Iteration 30Q: 3 clusters Score -8233280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8233287.000000 Penalty: 5402.729980
	Iteration 31Q: 3 clusters Score -8233287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8233278.000000 Penalty: 5402.729980
	Iteration 32Q: 3 clusters Score -8233278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8233273.000000 Penalty: 5402.729980
	Iteration 33Q: 3 clusters Score -8233273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8233278.500000 Penalty: 5402.729980
	Iteration 34Q: 3 clusters Score -8233278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8233273.000000 Penalty: 5402.729980
	Iteration 35Q: 3 clusters Score -8233273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8233281.000000 Penalty: 5402.729980
	Iteration 36Q: 3 clusters Score -8233281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8233278.000000 Penalty: 5402.729980
	Iteration 37Q: 3 clusters Score -8233278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8233297.000000 Penalty: 5402.729980
	Iteration 38Q: 3 clusters Score -8233297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8233283.000000 Penalty: 5402.729980
	Iteration 39Q: 3 clusters Score -8233283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8233287.500000 Penalty: 5402.729980
	Iteration 40F: 3 clusters Score -8233288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8233284.000000 Penalty: 5402.729980
	Iteration 41Q: 3 clusters Score -8233284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8233284.000000 Penalty: 5402.729980
	Iteration 42Q: 3 clusters Score -8233284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8233294.500000 Penalty: 5402.729980
	Iteration 43Q: 3 clusters Score -8233294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -8233290.000000 Penalty: 5402.729980
	Iteration 44Q: 3 clusters Score -8233290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8233287.000000 Penalty: 5402.729980
	Iteration 45Q: 3 clusters Score -8233287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8233280.000000 Penalty: 5402.729980
	Iteration 46Q: 3 clusters Score -8233280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8233287.500000 Penalty: 5402.729980
	Iteration 47Q: 3 clusters Score -8233288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8233284.500000 Penalty: 5402.729980
	Iteration 48Q: 3 clusters Score -8233284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -8233285.000000 Penalty: 5402.729980
	Iteration 49Q: 3 clusters Score -8233285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -8233279.000000 Penalty: 5402.729980
	Iteration 50Q: 3 clusters Score -8233279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8233284.000000 Penalty: 5402.729980
	Iteration 51Q: 3 clusters Score -8233284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -8233303.000000 Penalty: 5402.729980
	Iteration 52Q: 3 clusters Score -8233303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8233299.500000 Penalty: 5402.729980
	Iteration 53Q: 3 clusters Score -8233300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8233293.000000 Penalty: 5402.729980
	Iteration 54Q: 3 clusters Score -8233293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8233291.000000 Penalty: 5402.729980
	Iteration 55Q: 3 clusters Score -8233291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8233297.500000 Penalty: 5402.729980
	Iteration 56Q: 3 clusters Score -8233298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8233293.500000 Penalty: 5402.729980
	Iteration 57Q: 3 clusters Score -8233294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8233293.500000 Penalty: 5402.729980
	Iteration 58Q: 3 clusters Score -8233294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -8233291.500000 Penalty: 5402.729980
	Iteration 59Q: 3 clusters Score -8233292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -8233296.000000 Penalty: 5402.729980
	Iteration 60F: 3 clusters Score -8233296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8233294.500000 Penalty: 5402.729980
	Iteration 61Q: 3 clusters Score -8233294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8233296.000000 Penalty: 5402.729980
	Iteration 62Q: 3 clusters Score -8233296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -8233290.500000 Penalty: 5402.729980
	Iteration 63Q: 3 clusters Score -8233290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8233290.500000 Penalty: 5402.729980
	Iteration 64Q: 3 clusters Score -8233290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8233286.000000 Penalty: 5402.729980
	Iteration 65Q: 3 clusters Score -8233286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8233284.000000 Penalty: 5402.729980
	Iteration 66Q: 3 clusters Score -8233284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8233283.000000 Penalty: 5402.729980
	Iteration 67Q: 3 clusters Score -8233283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8233291.500000 Penalty: 5402.729980
	Iteration 68Q: 3 clusters Score -8233292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8233284.500000 Penalty: 5402.729980
	Iteration 69Q: 3 clusters Score -8233284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8233288.000000 Penalty: 5402.729980
	Iteration 70Q: 3 clusters Score -8233288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8233292.000000 Penalty: 5402.729980
	Iteration 71Q: 3 clusters Score -8233292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8233292.000000 Penalty: 5402.729980
	Iteration 72Q: 3 clusters Score -8233292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8233296.000000 Penalty: 5402.729980
	Iteration 73Q: 3 clusters Score -8233296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8233298.500000 Penalty: 5402.729980
	Iteration 74Q: 3 clusters Score -8233298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8233297.000000 Penalty: 5402.729980
	Iteration 75Q: 3 clusters Score -8233297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8233297.000000 Penalty: 5402.729980
	Iteration 76F: 3 clusters Score -8233297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Entering Unmasked Estep 
Score: -104054904.000000 Penalty: 70075.468750
Splitting cluster 4 changes total score from -104018416.000000 to -104054904.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (22526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Entering Unmasked Estep 
Score: -3261665.500000 Penalty: 2485.561523
	Iteration 0F: 2 clusters Score -3261666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3245864.500000 Penalty: 4971.123047
	Iteration 0F: 3 clusters Score -3245864 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3251491.750000 Penalty: 4971.123047
	Iteration 1F: 3 clusters Score -3251492 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3252231.750000 Penalty: 4971.123047
	Iteration 2F: 3 clusters Score -3252232 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3253105.750000 Penalty: 4971.123047
	Iteration 3F: 3 clusters Score -3253106 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3254195.750000 Penalty: 4971.123047
	Iteration 4F: 3 clusters Score -3254196 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3255291.500000 Penalty: 4971.123047
	Iteration 5F: 3 clusters Score -3255292 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3256242.250000 Penalty: 4971.123047
	Iteration 6F: 3 clusters Score -3256242 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3256961.000000 Penalty: 4971.123047
	Iteration 7F: 3 clusters Score -3256961 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3257434.750000 Penalty: 4971.123047
	Iteration 8Q: 3 clusters Score -3257435 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3257785.250000 Penalty: 4971.123047
	Iteration 9Q: 3 clusters Score -3257785 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3258105.000000 Penalty: 4971.123047
	Iteration 10Q: 3 clusters Score -3258105 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3258366.500000 Penalty: 4971.123047
	Iteration 11Q: 3 clusters Score -3258366 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3258596.000000 Penalty: 4971.123047
	Iteration 12Q: 3 clusters Score -3258596 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3258782.000000 Penalty: 4971.123047
	Iteration 13Q: 3 clusters Score -3258782 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3258963.250000 Penalty: 4971.123047
	Iteration 14Q: 3 clusters Score -3258963 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3259124.250000 Penalty: 4971.123047
	Iteration 15Q: 3 clusters Score -3259124 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3259332.500000 Penalty: 4971.123047
	Iteration 16Q: 3 clusters Score -3259332 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3259523.000000 Penalty: 4971.123047
	Iteration 17Q: 3 clusters Score -3259523 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3259703.750000 Penalty: 4971.123047
	Iteration 18Q: 3 clusters Score -3259704 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3259878.250000 Penalty: 4971.123047
	Iteration 19Q: 3 clusters Score -3259878 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3260085.500000 Penalty: 4971.123047
	Iteration 20F: 3 clusters Score -3260086 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3260283.250000 Penalty: 4971.123047
	Iteration 21Q: 3 clusters Score -3260283 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3260443.000000 Penalty: 4971.123047
	Iteration 22Q: 3 clusters Score -3260443 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3260576.000000 Penalty: 4971.123047
	Iteration 23Q: 3 clusters Score -3260576 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3260685.750000 Penalty: 4971.123047
	Iteration 24Q: 3 clusters Score -3260686 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3260798.000000 Penalty: 4971.123047
	Iteration 25Q: 3 clusters Score -3260798 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3260970.750000 Penalty: 4971.123047
	Iteration 26Q: 3 clusters Score -3260971 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3261154.250000 Penalty: 4971.123047
	Iteration 27Q: 3 clusters Score -3261154 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3261333.250000 Penalty: 4971.123047
	Iteration 28Q: 3 clusters Score -3261333 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3261468.250000 Penalty: 4971.123047
	Iteration 29Q: 3 clusters Score -3261468 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3261570.250000 Penalty: 4971.123047
	Iteration 30Q: 3 clusters Score -3261570 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3261663.750000 Penalty: 4971.123047
	Iteration 31Q: 3 clusters Score -3261664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3261714.500000 Penalty: 4971.123047
	Iteration 32Q: 3 clusters Score -3261714 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3261773.750000 Penalty: 4971.123047
	Iteration 33Q: 3 clusters Score -3261774 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3261874.000000 Penalty: 4971.123047
	Iteration 34Q: 3 clusters Score -3261874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3261951.500000 Penalty: 4971.123047
	Iteration 35Q: 3 clusters Score -3261952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3262023.250000 Penalty: 4971.123047
	Iteration 36Q: 3 clusters Score -3262023 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3262085.500000 Penalty: 4971.123047
	Iteration 37Q: 3 clusters Score -3262086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3262135.500000 Penalty: 4971.123047
	Iteration 38Q: 3 clusters Score -3262136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3262167.500000 Penalty: 4971.123047
	Iteration 39Q: 3 clusters Score -3262168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3262209.250000 Penalty: 4971.123047
	Iteration 40F: 3 clusters Score -3262209 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3262248.250000 Penalty: 4971.123047
	Iteration 41Q: 3 clusters Score -3262248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3262287.500000 Penalty: 4971.123047
	Iteration 42Q: 3 clusters Score -3262288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3262305.750000 Penalty: 4971.123047
	Iteration 43Q: 3 clusters Score -3262306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3262322.500000 Penalty: 4971.123047
	Iteration 44Q: 3 clusters Score -3262322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3262350.750000 Penalty: 4971.123047
	Iteration 45Q: 3 clusters Score -3262351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3262373.250000 Penalty: 4971.123047
	Iteration 46Q: 3 clusters Score -3262373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3262399.000000 Penalty: 4971.123047
	Iteration 47Q: 3 clusters Score -3262399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3262424.500000 Penalty: 4971.123047
	Iteration 48Q: 3 clusters Score -3262424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3262439.750000 Penalty: 4971.123047
	Iteration 49Q: 3 clusters Score -3262440 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3262449.750000 Penalty: 4971.123047
	Iteration 50Q: 3 clusters Score -3262450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3262465.750000 Penalty: 4971.123047
	Iteration 51Q: 3 clusters Score -3262466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3262478.500000 Penalty: 4971.123047
	Iteration 52Q: 3 clusters Score -3262478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3262484.000000 Penalty: 4971.123047
	Iteration 53Q: 3 clusters Score -3262484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3262501.500000 Penalty: 4971.123047
	Iteration 54Q: 3 clusters Score -3262502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3262505.000000 Penalty: 4971.123047
	Iteration 55Q: 3 clusters Score -3262505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3262517.500000 Penalty: 4971.123047
	Iteration 56Q: 3 clusters Score -3262518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3262520.750000 Penalty: 4971.123047
	Iteration 57Q: 3 clusters Score -3262521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3262526.500000 Penalty: 4971.123047
	Iteration 58Q: 3 clusters Score -3262526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3262537.000000 Penalty: 4971.123047
	Iteration 59Q: 3 clusters Score -3262537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3262534.250000 Penalty: 4971.123047
	Iteration 60F: 3 clusters Score -3262534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -3262554.250000 Penalty: 4971.123047
	Iteration 61Q: 3 clusters Score -3262554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3262557.750000 Penalty: 4971.123047
	Iteration 62Q: 3 clusters Score -3262558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3262560.750000 Penalty: 4971.123047
	Iteration 63Q: 3 clusters Score -3262561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3262564.750000 Penalty: 4971.123047
	Iteration 64Q: 3 clusters Score -3262565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3262573.500000 Penalty: 4971.123047
	Iteration 65Q: 3 clusters Score -3262574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3262594.250000 Penalty: 4971.123047
	Iteration 66Q: 3 clusters Score -3262594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3262597.000000 Penalty: 4971.123047
	Iteration 67Q: 3 clusters Score -3262597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3262616.750000 Penalty: 4971.123047
	Iteration 68Q: 3 clusters Score -3262617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3262634.250000 Penalty: 4971.123047
	Iteration 69Q: 3 clusters Score -3262634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3262650.500000 Penalty: 4971.123047
	Iteration 70Q: 3 clusters Score -3262650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3262659.000000 Penalty: 4971.123047
	Iteration 71Q: 3 clusters Score -3262659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3262672.500000 Penalty: 4971.123047
	Iteration 72Q: 3 clusters Score -3262672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3262678.250000 Penalty: 4971.123047
	Iteration 73Q: 3 clusters Score -3262678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3262675.750000 Penalty: 4971.123047
	Iteration 74Q: 3 clusters Score -3262676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3262676.750000 Penalty: 4971.123047
	Iteration 75Q: 3 clusters Score -3262677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3262687.750000 Penalty: 4971.123047
	Iteration 76Q: 3 clusters Score -3262688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3262687.250000 Penalty: 4971.123047
	Iteration 77Q: 3 clusters Score -3262687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3262700.250000 Penalty: 4971.123047
	Iteration 78Q: 3 clusters Score -3262700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3262695.000000 Penalty: 4971.123047
	Iteration 79Q: 3 clusters Score -3262695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -3262699.500000 Penalty: 4971.123047
	Iteration 80F: 3 clusters Score -3262700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3262707.250000 Penalty: 4971.123047
	Iteration 81Q: 3 clusters Score -3262707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3262706.000000 Penalty: 4971.123047
	Iteration 82Q: 3 clusters Score -3262706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3262711.500000 Penalty: 4971.123047
	Iteration 83Q: 3 clusters Score -3262712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3262713.000000 Penalty: 4971.123047
	Iteration 84Q: 3 clusters Score -3262713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3262719.000000 Penalty: 4971.123047
	Iteration 85Q: 3 clusters Score -3262719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3262713.500000 Penalty: 4971.123047
	Iteration 86Q: 3 clusters Score -3262714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3262724.750000 Penalty: 4971.123047
	Iteration 87Q: 3 clusters Score -3262725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3262729.500000 Penalty: 4971.123047
	Iteration 88Q: 3 clusters Score -3262730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3262730.500000 Penalty: 4971.123047
	Iteration 89Q: 3 clusters Score -3262730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3262731.750000 Penalty: 4971.123047
	Iteration 90Q: 3 clusters Score -3262732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3262733.750000 Penalty: 4971.123047
	Iteration 91Q: 3 clusters Score -3262734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3262738.750000 Penalty: 4971.123047
	Iteration 92Q: 3 clusters Score -3262739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3262735.500000 Penalty: 4971.123047
	Iteration 93Q: 3 clusters Score -3262736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3262736.250000 Penalty: 4971.123047
	Iteration 94Q: 3 clusters Score -3262736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3262735.250000 Penalty: 4971.123047
	Iteration 95Q: 3 clusters Score -3262735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3262737.500000 Penalty: 4971.123047
	Iteration 96Q: 3 clusters Score -3262738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3262736.500000 Penalty: 4971.123047
	Iteration 97Q: 3 clusters Score -3262736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3262745.000000 Penalty: 4971.123047
	Iteration 98Q: 3 clusters Score -3262745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3262744.000000 Penalty: 4971.123047
	Iteration 99Q: 3 clusters Score -3262744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3262742.250000 Penalty: 4971.123047
	Iteration 100F: 3 clusters Score -3262742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3262741.250000 Penalty: 4971.123047
	Iteration 101Q: 3 clusters Score -3262741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3262742.500000 Penalty: 4971.123047
	Iteration 102Q: 3 clusters Score -3262742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3262740.500000 Penalty: 4971.123047
	Iteration 103Q: 3 clusters Score -3262740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3262740.500000 Penalty: 4971.123047
	Iteration 104F: 3 clusters Score -3262740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Entering Unmasked Estep 
Score: -104055312.000000 Penalty: 73412.390625
Splitting cluster 5 changes total score from -104018416.000000 to -104055312.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -780119.750000 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -780119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -775800.500000 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -775800.5 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -779382.062500 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -779382.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -782853.625000 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -782853.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -785385.437500 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -785385.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -786169.312500 Penalty: 4282.330566
	Iteration 4F: 3 clusters Score -786169.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -786731.187500 Penalty: 4282.330566
	Iteration 5Q: 3 clusters Score -786731.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -787151.125000 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -787151.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -787376.875000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -787376.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -787501.000000 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -787501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -787738.187500 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -787738.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -787910.500000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -787910.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -788057.375000 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -788057.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -788163.875000 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -788163.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -788250.500000 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -788250.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -788311.625000 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -788311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -788378.500000 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -788378.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -788429.562500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -788429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -788494.687500 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -788494.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -788516.687500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -788516.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -788524.875000 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -788524.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -788545.875000 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -788545.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -788578.250000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -788578.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -788611.312500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -788611.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -788644.187500 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -788644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -788660.125000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -788660.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -788710.187500 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -788710.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -788769.750000 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -788769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -788793.812500 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -788793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -788812.437500 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -788812.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -788818.500000 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -788818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -788818.312500 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -788818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -788822.125000 Penalty: 4282.330566
	Iteration 31F: 3 clusters Score -788822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -788828.437500 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -788828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -788829.875000 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -788829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -788834.250000 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -788834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -788856.625000 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -788856.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -788880.000000 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -788880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -788887.250000 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -788887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -788888.937500 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -788888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -788887.812500 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -788887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -788888.500000 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -788888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Entering Unmasked Estep 
Score: -104063112.000000 Penalty: 76749.320312
Splitting cluster 6 changes total score from -104018416.000000 to -104063112.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (9082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Entering Unmasked Estep 
Score: -1359572.750000 Penalty: 2260.284424
	Iteration 0F: 2 clusters Score -1359573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1352418.125000 Penalty: 4520.568848
	Iteration 0F: 3 clusters Score -1352418 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1354499.875000 Penalty: 4520.568848
	Iteration 1F: 3 clusters Score -1354500 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1355101.250000 Penalty: 4520.568848
	Iteration 2F: 3 clusters Score -1355101 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1355974.125000 Penalty: 4520.568848
	Iteration 3F: 3 clusters Score -1355974 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1357251.000000 Penalty: 4520.568848
	Iteration 4F: 3 clusters Score -1357251 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1358697.500000 Penalty: 4520.568848
	Iteration 5F: 3 clusters Score -1358698 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1359805.250000 Penalty: 4520.568848
	Iteration 6F: 3 clusters Score -1359805 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1360356.500000 Penalty: 4520.568848
	Iteration 7Q: 3 clusters Score -1360356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1360542.375000 Penalty: 4520.568848
	Iteration 8Q: 3 clusters Score -1360542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1360588.250000 Penalty: 4520.568848
	Iteration 9Q: 3 clusters Score -1360588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1360603.375000 Penalty: 4520.568848
	Iteration 10Q: 3 clusters Score -1360603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1360602.750000 Penalty: 4520.568848
	Iteration 11Q: 3 clusters Score -1360603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1360608.375000 Penalty: 4520.568848
	Iteration 12Q: 3 clusters Score -1360608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1360607.750000 Penalty: 4520.568848
	Iteration 13Q: 3 clusters Score -1360608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1360609.500000 Penalty: 4520.568848
	Iteration 14Q: 3 clusters Score -1360610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1360609.625000 Penalty: 4520.568848
	Iteration 15Q: 3 clusters Score -1360610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1360609.500000 Penalty: 4520.568848
	Iteration 16Q: 3 clusters Score -1360610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1360609.125000 Penalty: 4520.568848
	Iteration 17Q: 3 clusters Score -1360609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1360611.000000 Penalty: 4520.568848
	Iteration 18Q: 3 clusters Score -1360611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1360611.000000 Penalty: 4520.568848
	Iteration 19Q: 3 clusters Score -1360611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1360613.375000 Penalty: 4520.568848
	Iteration 20F: 3 clusters Score -1360613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1360613.875000 Penalty: 4520.568848
	Iteration 21Q: 3 clusters Score -1360614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1360614.625000 Penalty: 4520.568848
	Iteration 22Q: 3 clusters Score -1360615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1360613.750000 Penalty: 4520.568848
	Iteration 23Q: 3 clusters Score -1360614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1360611.875000 Penalty: 4520.568848
	Iteration 24Q: 3 clusters Score -1360612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1360612.250000 Penalty: 4520.568848
	Iteration 25Q: 3 clusters Score -1360612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1360612.625000 Penalty: 4520.568848
	Iteration 26Q: 3 clusters Score -1360613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1360612.625000 Penalty: 4520.568848
	Iteration 27F: 3 clusters Score -1360613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 48140 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Entering Unmasked Estep 
Score: -104062944.000000 Penalty: 80086.250000
Splitting cluster 8 changes total score from -104018416.000000 to -104062944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (48140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Entering Unmasked Estep 
Score: -7259351.500000 Penalty: 2673.903564
	Iteration 0F: 2 clusters Score -7259352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -7226943.500000 Penalty: 5347.807129
	Iteration 0F: 3 clusters Score -7226944 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -7239572.000000 Penalty: 5347.807129
	Iteration 1F: 3 clusters Score -7239572 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -7240428.000000 Penalty: 5347.807129
	Iteration 2Q: 3 clusters Score -7240428 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7241756.000000 Penalty: 5347.807129
	Iteration 3Q: 3 clusters Score -7241756 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7243315.500000 Penalty: 5347.807129
	Iteration 4F: 3 clusters Score -7243316 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7244857.500000 Penalty: 5347.807129
	Iteration 5F: 3 clusters Score -7244858 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -7246301.000000 Penalty: 5347.807129
	Iteration 6F: 3 clusters Score -7246301 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -7247711.000000 Penalty: 5347.807129
	Iteration 7F: 3 clusters Score -7247711 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -7248895.000000 Penalty: 5347.807129
	Iteration 8F: 3 clusters Score -7248895 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7250073.000000 Penalty: 5347.807129
	Iteration 9F: 3 clusters Score -7250073 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -7251032.000000 Penalty: 5347.807129
	Iteration 10Q: 3 clusters Score -7251032 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -7251971.500000 Penalty: 5347.807129
	Iteration 11Q: 3 clusters Score -7251972 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -7252873.000000 Penalty: 5347.807129
	Iteration 12Q: 3 clusters Score -7252873 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7253606.000000 Penalty: 5347.807129
	Iteration 13Q: 3 clusters Score -7253606 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -7254415.000000 Penalty: 5347.807129
	Iteration 14Q: 3 clusters Score -7254415 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7255255.500000 Penalty: 5347.807129
	Iteration 15Q: 3 clusters Score -7255256 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -7256327.000000 Penalty: 5347.807129
	Iteration 16Q: 3 clusters Score -7256327 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7257726.000000 Penalty: 5347.807129
	Iteration 17Q: 3 clusters Score -7257726 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7259130.500000 Penalty: 5347.807129
	Iteration 18Q: 3 clusters Score -7259130 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -7260027.000000 Penalty: 5347.807129
	Iteration 19Q: 3 clusters Score -7260027 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -7260446.500000 Penalty: 5347.807129
	Iteration 20F: 3 clusters Score -7260446 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -7260660.500000 Penalty: 5347.807129
	Iteration 21Q: 3 clusters Score -7260660 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -7260756.000000 Penalty: 5347.807129
	Iteration 22Q: 3 clusters Score -7260756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7260828.000000 Penalty: 5347.807129
	Iteration 23Q: 3 clusters Score -7260828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -7260869.500000 Penalty: 5347.807129
	Iteration 24Q: 3 clusters Score -7260870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -7260903.000000 Penalty: 5347.807129
	Iteration 25Q: 3 clusters Score -7260903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -7260874.000000 Penalty: 5347.807129
	Iteration 26Q: 3 clusters Score -7260874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -7260886.000000 Penalty: 5347.807129
	Iteration 27Q: 3 clusters Score -7260886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -7260889.500000 Penalty: 5347.807129
	Iteration 28Q: 3 clusters Score -7260890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -7260886.500000 Penalty: 5347.807129
	Iteration 29Q: 3 clusters Score -7260886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -7260877.500000 Penalty: 5347.807129
	Iteration 30Q: 3 clusters Score -7260878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -7260885.000000 Penalty: 5347.807129
	Iteration 31Q: 3 clusters Score -7260885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -7260886.500000 Penalty: 5347.807129
	Iteration 32Q: 3 clusters Score -7260886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -7260896.500000 Penalty: 5347.807129
	Iteration 33Q: 3 clusters Score -7260896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -7260887.000000 Penalty: 5347.807129
	Iteration 34Q: 3 clusters Score -7260887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -7260896.500000 Penalty: 5347.807129
	Iteration 35Q: 3 clusters Score -7260896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -7260891.000000 Penalty: 5347.807129
	Iteration 36Q: 3 clusters Score -7260891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -7260892.000000 Penalty: 5347.807129
	Iteration 37Q: 3 clusters Score -7260892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -7260894.500000 Penalty: 5347.807129
	Iteration 38Q: 3 clusters Score -7260894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -7260890.500000 Penalty: 5347.807129
	Iteration 39Q: 3 clusters Score -7260890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -7260888.000000 Penalty: 5347.807129
	Iteration 40F: 3 clusters Score -7260888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Entering Unmasked Estep 
Score: -104063160.000000 Penalty: 83423.171875
Splitting cluster 9 changes total score from -104018416.000000 to -104063160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (18600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Entering Unmasked Estep 
Score: -2814089.000000 Penalty: 2438.067383
	Iteration 0F: 2 clusters Score -2814089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2800971.750000 Penalty: 4876.134766
	Iteration 0F: 3 clusters Score -2800972 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2805579.500000 Penalty: 4876.134766
	Iteration 1F: 3 clusters Score -2805580 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2806318.500000 Penalty: 4876.134766
	Iteration 2F: 3 clusters Score -2806318 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2807142.000000 Penalty: 4876.134766
	Iteration 3F: 3 clusters Score -2807142 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2808001.750000 Penalty: 4876.134766
	Iteration 4F: 3 clusters Score -2808002 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2808836.250000 Penalty: 4876.134766
	Iteration 5F: 3 clusters Score -2808836 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2809587.750000 Penalty: 4876.134766
	Iteration 6F: 3 clusters Score -2809588 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2810152.500000 Penalty: 4876.134766
	Iteration 7F: 3 clusters Score -2810152 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2810568.500000 Penalty: 4876.134766
	Iteration 8Q: 3 clusters Score -2810568 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2810901.750000 Penalty: 4876.134766
	Iteration 9Q: 3 clusters Score -2810902 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2811200.250000 Penalty: 4876.134766
	Iteration 10Q: 3 clusters Score -2811200 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2811487.500000 Penalty: 4876.134766
	Iteration 11Q: 3 clusters Score -2811488 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2811755.500000 Penalty: 4876.134766
	Iteration 12Q: 3 clusters Score -2811756 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2812001.250000 Penalty: 4876.134766
	Iteration 13Q: 3 clusters Score -2812001 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2812216.000000 Penalty: 4876.134766
	Iteration 14Q: 3 clusters Score -2812216 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2812371.000000 Penalty: 4876.134766
	Iteration 15Q: 3 clusters Score -2812371 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2812571.000000 Penalty: 4876.134766
	Iteration 16Q: 3 clusters Score -2812571 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2812720.250000 Penalty: 4876.134766
	Iteration 17Q: 3 clusters Score -2812720 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2812820.500000 Penalty: 4876.134766
	Iteration 18Q: 3 clusters Score -2812820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2812923.000000 Penalty: 4876.134766
	Iteration 19Q: 3 clusters Score -2812923 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2812998.250000 Penalty: 4876.134766
	Iteration 20F: 3 clusters Score -2812998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2813061.500000 Penalty: 4876.134766
	Iteration 21Q: 3 clusters Score -2813062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2813133.500000 Penalty: 4876.134766
	Iteration 22Q: 3 clusters Score -2813134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2813197.500000 Penalty: 4876.134766
	Iteration 23Q: 3 clusters Score -2813198 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2813239.250000 Penalty: 4876.134766
	Iteration 24Q: 3 clusters Score -2813239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2813271.000000 Penalty: 4876.134766
	Iteration 25Q: 3 clusters Score -2813271 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2813307.500000 Penalty: 4876.134766
	Iteration 26Q: 3 clusters Score -2813308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2813339.750000 Penalty: 4876.134766
	Iteration 27Q: 3 clusters Score -2813340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2813346.750000 Penalty: 4876.134766
	Iteration 28Q: 3 clusters Score -2813347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2813364.250000 Penalty: 4876.134766
	Iteration 29Q: 3 clusters Score -2813364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2813380.250000 Penalty: 4876.134766
	Iteration 30Q: 3 clusters Score -2813380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2813402.500000 Penalty: 4876.134766
	Iteration 31Q: 3 clusters Score -2813402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2813410.750000 Penalty: 4876.134766
	Iteration 32Q: 3 clusters Score -2813411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2813420.000000 Penalty: 4876.134766
	Iteration 33Q: 3 clusters Score -2813420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2813437.500000 Penalty: 4876.134766
	Iteration 34Q: 3 clusters Score -2813438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2813436.500000 Penalty: 4876.134766
	Iteration 35Q: 3 clusters Score -2813436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2813438.500000 Penalty: 4876.134766
	Iteration 36Q: 3 clusters Score -2813438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2813463.750000 Penalty: 4876.134766
	Iteration 37Q: 3 clusters Score -2813464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2813490.500000 Penalty: 4876.134766
	Iteration 38Q: 3 clusters Score -2813490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2813525.250000 Penalty: 4876.134766
	Iteration 39Q: 3 clusters Score -2813525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2813601.750000 Penalty: 4876.134766
	Iteration 40F: 3 clusters Score -2813602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2813728.500000 Penalty: 4876.134766
	Iteration 41Q: 3 clusters Score -2813728 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2813907.250000 Penalty: 4876.134766
	Iteration 42Q: 3 clusters Score -2813907 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2814063.750000 Penalty: 4876.134766
	Iteration 43Q: 3 clusters Score -2814064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2814177.750000 Penalty: 4876.134766
	Iteration 44Q: 3 clusters Score -2814178 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2814240.500000 Penalty: 4876.134766
	Iteration 45Q: 3 clusters Score -2814240 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2814273.750000 Penalty: 4876.134766
	Iteration 46Q: 3 clusters Score -2814274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2814307.000000 Penalty: 4876.134766
	Iteration 47Q: 3 clusters Score -2814307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2814327.000000 Penalty: 4876.134766
	Iteration 48Q: 3 clusters Score -2814327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2814330.750000 Penalty: 4876.134766
	Iteration 49Q: 3 clusters Score -2814331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2814336.000000 Penalty: 4876.134766
	Iteration 50Q: 3 clusters Score -2814336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2814344.250000 Penalty: 4876.134766
	Iteration 51Q: 3 clusters Score -2814344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2814348.500000 Penalty: 4876.134766
	Iteration 52Q: 3 clusters Score -2814348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2814351.000000 Penalty: 4876.134766
	Iteration 53Q: 3 clusters Score -2814351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2814349.750000 Penalty: 4876.134766
	Iteration 54Q: 3 clusters Score -2814350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2814351.250000 Penalty: 4876.134766
	Iteration 55Q: 3 clusters Score -2814351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2814356.250000 Penalty: 4876.134766
	Iteration 56Q: 3 clusters Score -2814356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2814351.500000 Penalty: 4876.134766
	Iteration 57Q: 3 clusters Score -2814352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2814353.250000 Penalty: 4876.134766
	Iteration 58Q: 3 clusters Score -2814353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2814351.500000 Penalty: 4876.134766
	Iteration 59Q: 3 clusters Score -2814352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2814356.250000 Penalty: 4876.134766
	Iteration 60F: 3 clusters Score -2814356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2814355.000000 Penalty: 4876.134766
	Iteration 61Q: 3 clusters Score -2814355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2814355.750000 Penalty: 4876.134766
	Iteration 62Q: 3 clusters Score -2814356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2814357.500000 Penalty: 4876.134766
	Iteration 63Q: 3 clusters Score -2814358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2814357.750000 Penalty: 4876.134766
	Iteration 64Q: 3 clusters Score -2814358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2814357.000000 Penalty: 4876.134766
	Iteration 65Q: 3 clusters Score -2814357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2814359.500000 Penalty: 4876.134766
	Iteration 66Q: 3 clusters Score -2814360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2814355.500000 Penalty: 4876.134766
	Iteration 67Q: 3 clusters Score -2814356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2814357.750000 Penalty: 4876.134766
	Iteration 68Q: 3 clusters Score -2814358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2814357.750000 Penalty: 4876.134766
	Iteration 69Q: 3 clusters Score -2814358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2814354.250000 Penalty: 4876.134766
	Iteration 70Q: 3 clusters Score -2814354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2814358.750000 Penalty: 4876.134766
	Iteration 71Q: 3 clusters Score -2814359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2814358.250000 Penalty: 4876.134766
	Iteration 72Q: 3 clusters Score -2814358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2814359.000000 Penalty: 4876.134766
	Iteration 73Q: 3 clusters Score -2814359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2814359.000000 Penalty: 4876.134766
	Iteration 74F: 3 clusters Score -2814359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 30741 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Entering Unmasked Estep 
Score: -104061688.000000 Penalty: 86760.101562
Splitting cluster 10 changes total score from -104018416.000000 to -104061688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (155692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155692 members 
Entering Unmasked Estep 
Score: -23897788.000000 Penalty: 2964.997559
	Iteration 0F: 2 clusters Score -2.389779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -23823812.000000 Penalty: 5929.995117
	Iteration 0F: 3 clusters Score -2.382381e+07 nChanged 74579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -23867962.000000 Penalty: 5929.995117
	Iteration 1F: 3 clusters Score -2.386796e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -23870572.000000 Penalty: 5929.995117
	Iteration 2Q: 3 clusters Score -2.387057e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -23874858.000000 Penalty: 5929.995117
	Iteration 3F: 3 clusters Score -2.387486e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -23880888.000000 Penalty: 5929.995117
	Iteration 4F: 3 clusters Score -2.388089e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -23888844.000000 Penalty: 5929.995117
	Iteration 5F: 3 clusters Score -2.388884e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -23896890.000000 Penalty: 5929.995117
	Iteration 6F: 3 clusters Score -2.389689e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -23902332.000000 Penalty: 5929.995117
	Iteration 7F: 3 clusters Score -2.390233e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -23904968.000000 Penalty: 5929.995117
	Iteration 8Q: 3 clusters Score -2.390497e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -23905992.000000 Penalty: 5929.995117
	Iteration 9Q: 3 clusters Score -2.390599e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 104217 members 
Entering Unmasked Estep 
Score: -23906280.000000 Penalty: 5929.995117
	Iteration 10Q: 3 clusters Score -2.390628e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 103274 members 
Entering Unmasked Estep 
Score: -23906448.000000 Penalty: 5929.995117
	Iteration 11Q: 3 clusters Score -2.390645e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -23906564.000000 Penalty: 5929.995117
	Iteration 12Q: 3 clusters Score -2.390656e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -23906634.000000 Penalty: 5929.995117
	Iteration 13Q: 3 clusters Score -2.390663e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -23906728.000000 Penalty: 5929.995117
	Iteration 14Q: 3 clusters Score -2.390673e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -23906816.000000 Penalty: 5929.995117
	Iteration 15Q: 3 clusters Score -2.390682e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -23906922.000000 Penalty: 5929.995117
	Iteration 16Q: 3 clusters Score -2.390692e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -23906994.000000 Penalty: 5929.995117
	Iteration 17Q: 3 clusters Score -2.390699e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -23907034.000000 Penalty: 5929.995117
	Iteration 18Q: 3 clusters Score -2.390703e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
Score: -23907092.000000 Penalty: 5929.995117
	Iteration 19Q: 3 clusters Score -2.390709e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -23907160.000000 Penalty: 5929.995117
	Iteration 20F: 3 clusters Score -2.390716e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -23907242.000000 Penalty: 5929.995117
	Iteration 21Q: 3 clusters Score -2.390724e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 91904 members 
Entering Unmasked Estep 
Score: -23907238.000000 Penalty: 5929.995117
	Iteration 22Q: 3 clusters Score -2.390724e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -23907218.000000 Penalty: 5929.995117
	Iteration 23Q: 3 clusters Score -2.390722e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -23907354.000000 Penalty: 5929.995117
	Iteration 24Q: 3 clusters Score -2.390735e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -23907540.000000 Penalty: 5929.995117
	Iteration 25Q: 3 clusters Score -2.390754e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -23907720.000000 Penalty: 5929.995117
	Iteration 26Q: 3 clusters Score -2.390772e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -23907986.000000 Penalty: 5929.995117
	Iteration 27Q: 3 clusters Score -2.390799e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -23908194.000000 Penalty: 5929.995117
	Iteration 28Q: 3 clusters Score -2.390819e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -23908526.000000 Penalty: 5929.995117
	Iteration 29Q: 3 clusters Score -2.390853e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -23909002.000000 Penalty: 5929.995117
	Iteration 30Q: 3 clusters Score -2.3909e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81209 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -23909404.000000 Penalty: 5929.995117
	Iteration 31Q: 3 clusters Score -2.39094e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -23910098.000000 Penalty: 5929.995117
	Iteration 32Q: 3 clusters Score -2.39101e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -23910586.000000 Penalty: 5929.995117
	Iteration 33Q: 3 clusters Score -2.391059e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -23911240.000000 Penalty: 5929.995117
	Iteration 34Q: 3 clusters Score -2.391124e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -23911914.000000 Penalty: 5929.995117
	Iteration 35Q: 3 clusters Score -2.391191e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -23912160.000000 Penalty: 5929.995117
	Iteration 36Q: 3 clusters Score -2.391216e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -23911830.000000 Penalty: 5929.995117
	Iteration 37Q: 3 clusters Score -2.391183e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107153 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -23910506.000000 Penalty: 5929.995117
	Iteration 38Q: 3 clusters Score -2.391051e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -23907978.000000 Penalty: 5929.995117
	Iteration 39Q: 3 clusters Score -2.390798e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119974 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -23907372.000000 Penalty: 5929.995117
	Iteration 40F: 3 clusters Score -2.390737e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -23904454.000000 Penalty: 5929.995117
	Iteration 41F: 3 clusters Score -2.390445e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137329 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -23901580.000000 Penalty: 5929.995117
	Iteration 42F: 3 clusters Score -2.390158e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -23899576.000000 Penalty: 5929.995117
	Iteration 43Q: 3 clusters Score -2.389958e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -23897932.000000 Penalty: 5929.995117
	Iteration 44Q: 3 clusters Score -2.389793e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23896848.000000 Penalty: 5929.995117
	Iteration 45Q: 3 clusters Score -2.389685e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -23896296.000000 Penalty: 5929.995117
	Iteration 46Q: 3 clusters Score -2.38963e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152830 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -23896126.000000 Penalty: 5929.995117
	Iteration 47Q: 3 clusters Score -2.389613e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23896070.000000 Penalty: 5929.995117
	Iteration 48Q: 3 clusters Score -2.389607e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23895906.000000 Penalty: 5929.995117
	Iteration 49Q: 3 clusters Score -2.389591e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23895924.000000 Penalty: 5929.995117
	Iteration 50Q: 3 clusters Score -2.389592e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23895814.000000 Penalty: 5929.995117
	Iteration 51Q: 3 clusters Score -2.389581e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23895742.000000 Penalty: 5929.995117
	Iteration 52Q: 3 clusters Score -2.389574e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154802 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23895714.000000 Penalty: 5929.995117
	Iteration 53Q: 3 clusters Score -2.389571e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23895738.000000 Penalty: 5929.995117
	Iteration 54Q: 3 clusters Score -2.389574e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -23895718.000000 Penalty: 5929.995117
	Iteration 55Q: 3 clusters Score -2.389572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154947 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23895762.000000 Penalty: 5929.995117
	Iteration 56Q: 3 clusters Score -2.389576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23895760.000000 Penalty: 5929.995117
	Iteration 57Q: 3 clusters Score -2.389576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23895766.000000 Penalty: 5929.995117
	Iteration 58Q: 3 clusters Score -2.389577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155009 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -23895748.000000 Penalty: 5929.995117
	Iteration 59Q: 3 clusters Score -2.389575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23895738.000000 Penalty: 5929.995117
	Iteration 60F: 3 clusters Score -2.389574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23895728.000000 Penalty: 5929.995117
	Iteration 61Q: 3 clusters Score -2.389573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -23895716.000000 Penalty: 5929.995117
	Iteration 62Q: 3 clusters Score -2.389572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23895716.000000 Penalty: 5929.995117
	Iteration 63Q: 3 clusters Score -2.389572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23895716.000000 Penalty: 5929.995117
	Iteration 64Q: 3 clusters Score -2.389572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23895728.000000 Penalty: 5929.995117
	Iteration 65Q: 3 clusters Score -2.389573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23895732.000000 Penalty: 5929.995117
	Iteration 66Q: 3 clusters Score -2.389573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155084 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -23895752.000000 Penalty: 5929.995117
	Iteration 67Q: 3 clusters Score -2.389575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23895758.000000 Penalty: 5929.995117
	Iteration 68Q: 3 clusters Score -2.389576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155090 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -23895760.000000 Penalty: 5929.995117
	Iteration 69Q: 3 clusters Score -2.389576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -23895762.000000 Penalty: 5929.995117
	Iteration 70Q: 3 clusters Score -2.389576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -23895762.000000 Penalty: 5929.995117
	Iteration 71Q: 3 clusters Score -2.389576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -23895762.000000 Penalty: 5929.995117
	Iteration 72Q: 3 clusters Score -2.389576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -23895762.000000 Penalty: 5929.995117
	Iteration 73F: 3 clusters Score -2.389576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -885140.375000 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -885140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -879960.375000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -879960.4 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -881472.812500 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -881472.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -882084.812500 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -882084.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -882713.562500 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -882713.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -883260.750000 Penalty: 4321.773438
	Iteration 4F: 3 clusters Score -883260.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -883737.000000 Penalty: 4321.773438
	Iteration 5F: 3 clusters Score -883737 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -884080.437500 Penalty: 4321.773438
	Iteration 6F: 3 clusters Score -884080.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -884315.187500 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -884315.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -884432.875000 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -884432.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -884483.937500 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -884483.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -884507.875000 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -884507.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -884520.500000 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -884520.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -884529.375000 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -884529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -884533.937500 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -884533.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -884538.625000 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -884538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -884541.625000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -884541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -884542.500000 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -884542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -884544.375000 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -884544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -884545.937500 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -884545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -884549.312500 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -884549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -884550.312500 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -884550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -884550.312500 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -884550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -884552.937500 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -884552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884552.750000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -884552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -884552.750000 Penalty: 4321.773438
	Iteration 24F: 3 clusters Score -884552.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Entering Unmasked Estep 
Score: -4625280.500000 Penalty: 2562.671387
	Iteration 0F: 2 clusters Score -4625280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4604229.000000 Penalty: 5125.342773
	Iteration 0F: 3 clusters Score -4604229 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4612205.000000 Penalty: 5125.342773
	Iteration 1F: 3 clusters Score -4612205 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4613289.500000 Penalty: 5125.342773
	Iteration 2F: 3 clusters Score -4613290 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4614900.000000 Penalty: 5125.342773
	Iteration 3F: 3 clusters Score -4614900 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4616909.500000 Penalty: 5125.342773
	Iteration 4F: 3 clusters Score -4616910 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -4619426.500000 Penalty: 5125.342773
	Iteration 5F: 3 clusters Score -4619426 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -4622198.500000 Penalty: 5125.342773
	Iteration 6F: 3 clusters Score -4622198 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4624734.000000 Penalty: 5125.342773
	Iteration 7F: 3 clusters Score -4624734 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4626787.000000 Penalty: 5125.342773
	Iteration 8F: 3 clusters Score -4626787 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4628020.000000 Penalty: 5125.342773
	Iteration 9Q: 3 clusters Score -4628020 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4628634.000000 Penalty: 5125.342773
	Iteration 10Q: 3 clusters Score -4628634 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4628864.000000 Penalty: 5125.342773
	Iteration 11Q: 3 clusters Score -4628864 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4628934.000000 Penalty: 5125.342773
	Iteration 12Q: 3 clusters Score -4628934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4628967.000000 Penalty: 5125.342773
	Iteration 13Q: 3 clusters Score -4628967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4628997.500000 Penalty: 5125.342773
	Iteration 14Q: 3 clusters Score -4628998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -4628994.500000 Penalty: 5125.342773
	Iteration 15Q: 3 clusters Score -4628994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4628993.500000 Penalty: 5125.342773
	Iteration 16Q: 3 clusters Score -4628994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4629000.500000 Penalty: 5125.342773
	Iteration 17Q: 3 clusters Score -4629000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4629000.000000 Penalty: 5125.342773
	Iteration 18Q: 3 clusters Score -4629000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4629002.500000 Penalty: 5125.342773
	Iteration 19Q: 3 clusters Score -4629002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4629000.000000 Penalty: 5125.342773
	Iteration 20F: 3 clusters Score -4629000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4629002.000000 Penalty: 5125.342773
	Iteration 21Q: 3 clusters Score -4629002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4629000.000000 Penalty: 5125.342773
	Iteration 22Q: 3 clusters Score -4629000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4628995.500000 Penalty: 5125.342773
	Iteration 23Q: 3 clusters Score -4628996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4628997.000000 Penalty: 5125.342773
	Iteration 24Q: 3 clusters Score -4628997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4628994.500000 Penalty: 5125.342773
	Iteration 25Q: 3 clusters Score -4628994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4628998.500000 Penalty: 5125.342773
	Iteration 26Q: 3 clusters Score -4628998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4628996.000000 Penalty: 5125.342773
	Iteration 27Q: 3 clusters Score -4628996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4628991.500000 Penalty: 5125.342773
	Iteration 28Q: 3 clusters Score -4628992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4628990.000000 Penalty: 5125.342773
	Iteration 29Q: 3 clusters Score -4628990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4628990.000000 Penalty: 5125.342773
	Iteration 30F: 3 clusters Score -4628990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Mstep: Class 27 contains 10580 members 
Entering Unmasked Estep 
Score: -104064472.000000 Penalty: 90097.031250
Splitting cluster 13 changes total score from -104018416.000000 to -104064472.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (4937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Entering Unmasked Estep 
Score: -625943.187500 Penalty: 2109.119141
	Iteration 0F: 2 clusters Score -625943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -621646.062500 Penalty: 4218.238281
	Iteration 0F: 3 clusters Score -621646.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -623253.625000 Penalty: 4218.238281
	Iteration 1F: 3 clusters Score -623253.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -623848.437500 Penalty: 4218.238281
	Iteration 2F: 3 clusters Score -623848.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -624548.187500 Penalty: 4218.238281
	Iteration 3F: 3 clusters Score -624548.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -625569.437500 Penalty: 4218.238281
	Iteration 4F: 3 clusters Score -625569.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -626470.687500 Penalty: 4218.238281
	Iteration 5F: 3 clusters Score -626470.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -626972.937500 Penalty: 4218.238281
	Iteration 6F: 3 clusters Score -626972.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -627306.125000 Penalty: 4218.238281
	Iteration 7F: 3 clusters Score -627306.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -627592.250000 Penalty: 4218.238281
	Iteration 8Q: 3 clusters Score -627592.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -627865.437500 Penalty: 4218.238281
	Iteration 9Q: 3 clusters Score -627865.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -628102.250000 Penalty: 4218.238281
	Iteration 10Q: 3 clusters Score -628102.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -628330.187500 Penalty: 4218.238281
	Iteration 11Q: 3 clusters Score -628330.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -628531.062500 Penalty: 4218.238281
	Iteration 12Q: 3 clusters Score -628531.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -628737.687500 Penalty: 4218.238281
	Iteration 13Q: 3 clusters Score -628737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -628934.875000 Penalty: 4218.238281
	Iteration 14Q: 3 clusters Score -628934.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -629167.312500 Penalty: 4218.238281
	Iteration 15Q: 3 clusters Score -629167.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -629499.437500 Penalty: 4218.238281
	Iteration 16Q: 3 clusters Score -629499.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -629574.187500 Penalty: 4218.238281
	Iteration 17Q: 3 clusters Score -629574.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -629609.500000 Penalty: 4218.238281
	Iteration 18Q: 3 clusters Score -629609.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -629633.750000 Penalty: 4218.238281
	Iteration 19Q: 3 clusters Score -629633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -629650.000000 Penalty: 4218.238281
	Iteration 20F: 3 clusters Score -629650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -629655.250000 Penalty: 4218.238281
	Iteration 21Q: 3 clusters Score -629655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -629658.312500 Penalty: 4218.238281
	Iteration 22Q: 3 clusters Score -629658.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -629660.187500 Penalty: 4218.238281
	Iteration 23Q: 3 clusters Score -629660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -629660.812500 Penalty: 4218.238281
	Iteration 24Q: 3 clusters Score -629660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -629660.812500 Penalty: 4218.238281
	Iteration 25F: 3 clusters Score -629660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 4376 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Mstep: Class 27 contains 10580 members 
Mstep: Class 28 contains 1266 members 
Entering Unmasked Estep 
Score: -104066992.000000 Penalty: 93433.953125
Splitting cluster 14 changes total score from -104018416.000000 to -104066992.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -2358870.250000 Penalty: 2392.771484
	Iteration 0F: 2 clusters Score -2358870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2347691.250000 Penalty: 4785.542969
	Iteration 0F: 3 clusters Score -2347691 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2351545.250000 Penalty: 4785.542969
	Iteration 1F: 3 clusters Score -2351545 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2352265.250000 Penalty: 4785.542969
	Iteration 2F: 3 clusters Score -2352265 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2353167.750000 Penalty: 4785.542969
	Iteration 3F: 3 clusters Score -2353168 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2354105.250000 Penalty: 4785.542969
	Iteration 4F: 3 clusters Score -2354105 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2355011.750000 Penalty: 4785.542969
	Iteration 5F: 3 clusters Score -2355012 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2355657.500000 Penalty: 4785.542969
	Iteration 6F: 3 clusters Score -2355658 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2356059.000000 Penalty: 4785.542969
	Iteration 7Q: 3 clusters Score -2356059 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2356288.000000 Penalty: 4785.542969
	Iteration 8Q: 3 clusters Score -2356288 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2356427.500000 Penalty: 4785.542969
	Iteration 9Q: 3 clusters Score -2356428 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2356528.500000 Penalty: 4785.542969
	Iteration 10Q: 3 clusters Score -2356528 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2356596.500000 Penalty: 4785.542969
	Iteration 11Q: 3 clusters Score -2356596 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2356647.250000 Penalty: 4785.542969
	Iteration 12Q: 3 clusters Score -2356647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2356701.500000 Penalty: 4785.542969
	Iteration 13Q: 3 clusters Score -2356702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2356733.000000 Penalty: 4785.542969
	Iteration 14Q: 3 clusters Score -2356733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2356763.750000 Penalty: 4785.542969
	Iteration 15Q: 3 clusters Score -2356764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2356810.250000 Penalty: 4785.542969
	Iteration 16Q: 3 clusters Score -2356810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2356845.500000 Penalty: 4785.542969
	Iteration 17Q: 3 clusters Score -2356846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2356881.250000 Penalty: 4785.542969
	Iteration 18Q: 3 clusters Score -2356881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2356926.750000 Penalty: 4785.542969
	Iteration 19Q: 3 clusters Score -2356927 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2356982.750000 Penalty: 4785.542969
	Iteration 20F: 3 clusters Score -2356983 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2357027.250000 Penalty: 4785.542969
	Iteration 21Q: 3 clusters Score -2357027 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2357082.500000 Penalty: 4785.542969
	Iteration 22Q: 3 clusters Score -2357082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2357119.500000 Penalty: 4785.542969
	Iteration 23Q: 3 clusters Score -2357120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2357160.750000 Penalty: 4785.542969
	Iteration 24Q: 3 clusters Score -2357161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2357181.250000 Penalty: 4785.542969
	Iteration 25Q: 3 clusters Score -2357181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2357202.500000 Penalty: 4785.542969
	Iteration 26Q: 3 clusters Score -2357202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2357209.500000 Penalty: 4785.542969
	Iteration 27Q: 3 clusters Score -2357210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2357227.000000 Penalty: 4785.542969
	Iteration 28Q: 3 clusters Score -2357227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2357238.500000 Penalty: 4785.542969
	Iteration 29Q: 3 clusters Score -2357238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2357258.500000 Penalty: 4785.542969
	Iteration 30Q: 3 clusters Score -2357258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2357280.500000 Penalty: 4785.542969
	Iteration 31Q: 3 clusters Score -2357280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2357291.500000 Penalty: 4785.542969
	Iteration 32Q: 3 clusters Score -2357292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2357307.500000 Penalty: 4785.542969
	Iteration 33Q: 3 clusters Score -2357308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2357321.500000 Penalty: 4785.542969
	Iteration 34Q: 3 clusters Score -2357322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2357326.750000 Penalty: 4785.542969
	Iteration 35Q: 3 clusters Score -2357327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2357341.000000 Penalty: 4785.542969
	Iteration 36Q: 3 clusters Score -2357341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2357346.750000 Penalty: 4785.542969
	Iteration 37Q: 3 clusters Score -2357347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2357358.250000 Penalty: 4785.542969
	Iteration 38Q: 3 clusters Score -2357358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2357365.250000 Penalty: 4785.542969
	Iteration 39Q: 3 clusters Score -2357365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2357366.750000 Penalty: 4785.542969
	Iteration 40F: 3 clusters Score -2357367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2357374.250000 Penalty: 4785.542969
	Iteration 41Q: 3 clusters Score -2357374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2357378.500000 Penalty: 4785.542969
	Iteration 42Q: 3 clusters Score -2357378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2357384.250000 Penalty: 4785.542969
	Iteration 43Q: 3 clusters Score -2357384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2357387.250000 Penalty: 4785.542969
	Iteration 44Q: 3 clusters Score -2357387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2357397.250000 Penalty: 4785.542969
	Iteration 45Q: 3 clusters Score -2357397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2357406.500000 Penalty: 4785.542969
	Iteration 46Q: 3 clusters Score -2357406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2357411.250000 Penalty: 4785.542969
	Iteration 47Q: 3 clusters Score -2357411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2357414.000000 Penalty: 4785.542969
	Iteration 48Q: 3 clusters Score -2357414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2357423.500000 Penalty: 4785.542969
	Iteration 49Q: 3 clusters Score -2357424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2357431.500000 Penalty: 4785.542969
	Iteration 50Q: 3 clusters Score -2357432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2357441.750000 Penalty: 4785.542969
	Iteration 51Q: 3 clusters Score -2357442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2357447.250000 Penalty: 4785.542969
	Iteration 52Q: 3 clusters Score -2357447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2357461.750000 Penalty: 4785.542969
	Iteration 53Q: 3 clusters Score -2357462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2357472.250000 Penalty: 4785.542969
	Iteration 54Q: 3 clusters Score -2357472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2357479.250000 Penalty: 4785.542969
	Iteration 55Q: 3 clusters Score -2357479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2357482.500000 Penalty: 4785.542969
	Iteration 56Q: 3 clusters Score -2357482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2357488.000000 Penalty: 4785.542969
	Iteration 57Q: 3 clusters Score -2357488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2357499.500000 Penalty: 4785.542969
	Iteration 58Q: 3 clusters Score -2357500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2357507.750000 Penalty: 4785.542969
	Iteration 59Q: 3 clusters Score -2357508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2357531.750000 Penalty: 4785.542969
	Iteration 60F: 3 clusters Score -2357532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2357539.500000 Penalty: 4785.542969
	Iteration 61Q: 3 clusters Score -2357540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2357543.750000 Penalty: 4785.542969
	Iteration 62Q: 3 clusters Score -2357544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2357553.500000 Penalty: 4785.542969
	Iteration 63Q: 3 clusters Score -2357554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2357562.500000 Penalty: 4785.542969
	Iteration 64Q: 3 clusters Score -2357562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2357579.250000 Penalty: 4785.542969
	Iteration 65Q: 3 clusters Score -2357579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2357600.750000 Penalty: 4785.542969
	Iteration 66Q: 3 clusters Score -2357601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2357629.500000 Penalty: 4785.542969
	Iteration 67Q: 3 clusters Score -2357630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2357653.750000 Penalty: 4785.542969
	Iteration 68Q: 3 clusters Score -2357654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2357672.500000 Penalty: 4785.542969
	Iteration 69Q: 3 clusters Score -2357672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2357696.000000 Penalty: 4785.542969
	Iteration 70Q: 3 clusters Score -2357696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2357728.500000 Penalty: 4785.542969
	Iteration 71Q: 3 clusters Score -2357728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2357782.250000 Penalty: 4785.542969
	Iteration 72Q: 3 clusters Score -2357782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2357890.750000 Penalty: 4785.542969
	Iteration 73Q: 3 clusters Score -2357891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2357996.500000 Penalty: 4785.542969
	Iteration 74Q: 3 clusters Score -2357996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2358103.500000 Penalty: 4785.542969
	Iteration 75Q: 3 clusters Score -2358104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2358137.500000 Penalty: 4785.542969
	Iteration 76Q: 3 clusters Score -2358138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2358168.500000 Penalty: 4785.542969
	Iteration 77Q: 3 clusters Score -2358168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2358184.000000 Penalty: 4785.542969
	Iteration 78Q: 3 clusters Score -2358184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2358187.000000 Penalty: 4785.542969
	Iteration 79Q: 3 clusters Score -2358187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2358183.500000 Penalty: 4785.542969
	Iteration 80F: 3 clusters Score -2358184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -654591.750000 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -654591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -650472.312500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -650472.3 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -651393.250000 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -651393.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -651645.625000 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -651645.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -651815.312500 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -651815.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -651933.625000 Penalty: 4158.409668
	Iteration 4Q: 3 clusters Score -651933.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -652041.625000 Penalty: 4158.409668
	Iteration 5Q: 3 clusters Score -652041.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -652123.750000 Penalty: 4158.409668
	Iteration 6Q: 3 clusters Score -652123.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -652195.312500 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -652195.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -652261.062500 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -652261.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -652327.250000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -652327.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -652376.125000 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -652376.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -652416.312500 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -652416.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -652457.750000 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -652457.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -652492.500000 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -652492.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -652513.312500 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -652513.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -652534.375000 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -652534.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -652555.437500 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -652555.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -652576.437500 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -652576.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -652598.625000 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -652598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -652622.875000 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -652622.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -652644.500000 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -652644.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -652663.000000 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -652663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -652685.687500 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -652685.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -652706.187500 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -652706.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -652729.625000 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -652729.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -652747.562500 Penalty: 4158.409668
	Iteration 25Q: 3 clusters Score -652747.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -652762.000000 Penalty: 4158.409668
	Iteration 26Q: 3 clusters Score -652762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -652776.250000 Penalty: 4158.409668
	Iteration 27Q: 3 clusters Score -652776.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -652785.062500 Penalty: 4158.409668
	Iteration 28Q: 3 clusters Score -652785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -652794.687500 Penalty: 4158.409668
	Iteration 29Q: 3 clusters Score -652794.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -652804.062500 Penalty: 4158.409668
	Iteration 30Q: 3 clusters Score -652804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -652815.437500 Penalty: 4158.409668
	Iteration 31Q: 3 clusters Score -652815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -652824.125000 Penalty: 4158.409668
	Iteration 32Q: 3 clusters Score -652824.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -652835.312500 Penalty: 4158.409668
	Iteration 33Q: 3 clusters Score -652835.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -652845.000000 Penalty: 4158.409668
	Iteration 34Q: 3 clusters Score -652845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -652856.562500 Penalty: 4158.409668
	Iteration 35Q: 3 clusters Score -652856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -652864.187500 Penalty: 4158.409668
	Iteration 36Q: 3 clusters Score -652864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -652874.187500 Penalty: 4158.409668
	Iteration 37Q: 3 clusters Score -652874.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -652883.437500 Penalty: 4158.409668
	Iteration 38Q: 3 clusters Score -652883.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -652893.937500 Penalty: 4158.409668
	Iteration 39Q: 3 clusters Score -652893.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -652908.625000 Penalty: 4158.409668
	Iteration 40F: 3 clusters Score -652908.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -652927.125000 Penalty: 4158.409668
	Iteration 41Q: 3 clusters Score -652927.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -652953.562500 Penalty: 4158.409668
	Iteration 42Q: 3 clusters Score -652953.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -652980.750000 Penalty: 4158.409668
	Iteration 43Q: 3 clusters Score -652980.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -653009.125000 Penalty: 4158.409668
	Iteration 44Q: 3 clusters Score -653009.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -653048.875000 Penalty: 4158.409668
	Iteration 45Q: 3 clusters Score -653048.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -653082.562500 Penalty: 4158.409668
	Iteration 46Q: 3 clusters Score -653082.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -653119.625000 Penalty: 4158.409668
	Iteration 47Q: 3 clusters Score -653119.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -653167.562500 Penalty: 4158.409668
	Iteration 48Q: 3 clusters Score -653167.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -653223.375000 Penalty: 4158.409668
	Iteration 49Q: 3 clusters Score -653223.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -653281.375000 Penalty: 4158.409668
	Iteration 50Q: 3 clusters Score -653281.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -653346.625000 Penalty: 4158.409668
	Iteration 51Q: 3 clusters Score -653346.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -653420.875000 Penalty: 4158.409668
	Iteration 52Q: 3 clusters Score -653420.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -653482.875000 Penalty: 4158.409668
	Iteration 53Q: 3 clusters Score -653482.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -653535.937500 Penalty: 4158.409668
	Iteration 54Q: 3 clusters Score -653535.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -653583.500000 Penalty: 4158.409668
	Iteration 55Q: 3 clusters Score -653583.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -653617.750000 Penalty: 4158.409668
	Iteration 56Q: 3 clusters Score -653617.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -653644.812500 Penalty: 4158.409668
	Iteration 57Q: 3 clusters Score -653644.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -653661.437500 Penalty: 4158.409668
	Iteration 58Q: 3 clusters Score -653661.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -653683.625000 Penalty: 4158.409668
	Iteration 59Q: 3 clusters Score -653683.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -653703.375000 Penalty: 4158.409668
	Iteration 60F: 3 clusters Score -653703.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -653727.000000 Penalty: 4158.409668
	Iteration 61Q: 3 clusters Score -653727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -653758.062500 Penalty: 4158.409668
	Iteration 62Q: 3 clusters Score -653758.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -653798.500000 Penalty: 4158.409668
	Iteration 63Q: 3 clusters Score -653798.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -653832.562500 Penalty: 4158.409668
	Iteration 64Q: 3 clusters Score -653832.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -653875.000000 Penalty: 4158.409668
	Iteration 65Q: 3 clusters Score -653875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -653936.750000 Penalty: 4158.409668
	Iteration 66Q: 3 clusters Score -653936.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -654040.875000 Penalty: 4158.409668
	Iteration 67Q: 3 clusters Score -654040.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -654199.250000 Penalty: 4158.409668
	Iteration 68Q: 3 clusters Score -654199.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -654361.187500 Penalty: 4158.409668
	Iteration 69Q: 3 clusters Score -654361.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -654477.187500 Penalty: 4158.409668
	Iteration 70Q: 3 clusters Score -654477.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -654520.312500 Penalty: 4158.409668
	Iteration 71Q: 3 clusters Score -654520.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -654540.687500 Penalty: 4158.409668
	Iteration 72Q: 3 clusters Score -654540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -654553.562500 Penalty: 4158.409668
	Iteration 73Q: 3 clusters Score -654553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -654560.375000 Penalty: 4158.409668
	Iteration 74Q: 3 clusters Score -654560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -654567.000000 Penalty: 4158.409668
	Iteration 75Q: 3 clusters Score -654567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -654571.750000 Penalty: 4158.409668
	Iteration 76Q: 3 clusters Score -654571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -654572.937500 Penalty: 4158.409668
	Iteration 77Q: 3 clusters Score -654572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -654576.375000 Penalty: 4158.409668
	Iteration 78Q: 3 clusters Score -654576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -654579.062500 Penalty: 4158.409668
	Iteration 79Q: 3 clusters Score -654579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -654580.812500 Penalty: 4158.409668
	Iteration 80F: 3 clusters Score -654580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -654585.062500 Penalty: 4158.409668
	Iteration 81Q: 3 clusters Score -654585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -654588.250000 Penalty: 4158.409668
	Iteration 82Q: 3 clusters Score -654588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -654592.375000 Penalty: 4158.409668
	Iteration 83Q: 3 clusters Score -654592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -654596.187500 Penalty: 4158.409668
	Iteration 84Q: 3 clusters Score -654596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -654603.062500 Penalty: 4158.409668
	Iteration 85Q: 3 clusters Score -654603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -654607.062500 Penalty: 4158.409668
	Iteration 86Q: 3 clusters Score -654607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -654612.125000 Penalty: 4158.409668
	Iteration 87Q: 3 clusters Score -654612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -654620.000000 Penalty: 4158.409668
	Iteration 88Q: 3 clusters Score -654620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -654624.750000 Penalty: 4158.409668
	Iteration 89Q: 3 clusters Score -654624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -654629.000000 Penalty: 4158.409668
	Iteration 90Q: 3 clusters Score -654629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -654630.625000 Penalty: 4158.409668
	Iteration 91Q: 3 clusters Score -654630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -654632.062500 Penalty: 4158.409668
	Iteration 92Q: 3 clusters Score -654632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -654632.562500 Penalty: 4158.409668
	Iteration 93Q: 3 clusters Score -654632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -654632.500000 Penalty: 4158.409668
	Iteration 94Q: 3 clusters Score -654632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -654632.500000 Penalty: 4158.409668
	Iteration 95F: 3 clusters Score -654632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Mstep: Class 27 contains 10580 members 
Mstep: Class 28 contains 1266 members 
Mstep: Class 29 contains 2054 members 
Entering Unmasked Estep 
Score: -104065696.000000 Penalty: 96770.882812
Splitting cluster 17 changes total score from -104018416.000000 to -104065696.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -395037.062500 Penalty: 2020.024414
	Iteration 0F: 2 clusters Score -395037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -392289.250000 Penalty: 4040.048828
	Iteration 0F: 3 clusters Score -392289.2 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -401197.437500 Penalty: 4040.048828
	Iteration 1F: 3 clusters Score -401197.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -408347.687500 Penalty: 4040.048828
	Iteration 2F: 3 clusters Score -408347.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -410066.187500 Penalty: 4040.048828
	Iteration 3F: 3 clusters Score -410066.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410632.812500 Penalty: 4040.048828
	Iteration 4Q: 3 clusters Score -410632.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -410718.000000 Penalty: 4040.048828
	Iteration 5Q: 3 clusters Score -410718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -410749.187500 Penalty: 4040.048828
	Iteration 6Q: 3 clusters Score -410749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -410765.968750 Penalty: 4040.048828
	Iteration 7Q: 3 clusters Score -410766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -410769.125000 Penalty: 4040.048828
	Iteration 8Q: 3 clusters Score -410769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -410775.031250 Penalty: 4040.048828
	Iteration 9Q: 3 clusters Score -410775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -410775.906250 Penalty: 4040.048828
	Iteration 10Q: 3 clusters Score -410775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -410780.281250 Penalty: 4040.048828
	Iteration 11F: 3 clusters Score -410780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -410795.437500 Penalty: 4040.048828
	Iteration 12Q: 3 clusters Score -410795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -410815.343750 Penalty: 4040.048828
	Iteration 13Q: 3 clusters Score -410815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -410826.718750 Penalty: 4040.048828
	Iteration 14Q: 3 clusters Score -410826.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -410833.187500 Penalty: 4040.048828
	Iteration 15Q: 3 clusters Score -410833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -410834.531250 Penalty: 4040.048828
	Iteration 16Q: 3 clusters Score -410834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -410837.937500 Penalty: 4040.048828
	Iteration 17Q: 3 clusters Score -410837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -410840.968750 Penalty: 4040.048828
	Iteration 18Q: 3 clusters Score -410841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -410842.687500 Penalty: 4040.048828
	Iteration 19Q: 3 clusters Score -410842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -410843.937500 Penalty: 4040.048828
	Iteration 20F: 3 clusters Score -410843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -410850.531250 Penalty: 4040.048828
	Iteration 21Q: 3 clusters Score -410850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -410854.531250 Penalty: 4040.048828
	Iteration 22Q: 3 clusters Score -410854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -410857.312500 Penalty: 4040.048828
	Iteration 23Q: 3 clusters Score -410857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -410858.093750 Penalty: 4040.048828
	Iteration 24Q: 3 clusters Score -410858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -410858.968750 Penalty: 4040.048828
	Iteration 25Q: 3 clusters Score -410859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410859.718750 Penalty: 4040.048828
	Iteration 26Q: 3 clusters Score -410859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410859.718750 Penalty: 4040.048828
	Iteration 27F: 3 clusters Score -410859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 62493 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Mstep: Class 27 contains 10580 members 
Mstep: Class 28 contains 1266 members 
Mstep: Class 29 contains 2054 members 
Mstep: Class 30 contains 1225 members 
Entering Unmasked Estep 
Score: -104079744.000000 Penalty: 100107.812500
Splitting cluster 18 changes total score from -104018416.000000 to -104079744.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -291305.906250 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -291305.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -288762.250000 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -288762.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -289187.062500 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -289187.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289305.937500 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -289305.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -289374.250000 Penalty: 3743.560791
	Iteration 3Q: 3 clusters Score -289374.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289427.125000 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -289427.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -289469.593750 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -289469.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289511.468750 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -289511.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289544.281250 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -289544.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289559.906250 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -289559.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -289569.531250 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -289569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289577.156250 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -289577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289583.625000 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -289583.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -289599.218750 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -289599.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289615.718750 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -289615.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289625.500000 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -289625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289631.500000 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -289631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289635.687500 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -289635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289643.187500 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -289643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -289653.218750 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -289653.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289674.218750 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -289674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289697.500000 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -289697.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289717.250000 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -289717.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289737.281250 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -289737.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289761.968750 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -289762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289782.031250 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -289782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289799.843750 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -289799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289811.156250 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -289811.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289826.718750 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -289826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289841.937500 Penalty: 3743.560791
	Iteration 28Q: 3 clusters Score -289841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289861.312500 Penalty: 3743.560791
	Iteration 29Q: 3 clusters Score -289861.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289875.218750 Penalty: 3743.560791
	Iteration 30Q: 3 clusters Score -289875.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -289885.375000 Penalty: 3743.560791
	Iteration 31Q: 3 clusters Score -289885.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -289899.093750 Penalty: 3743.560791
	Iteration 32Q: 3 clusters Score -289899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289906.500000 Penalty: 3743.560791
	Iteration 33Q: 3 clusters Score -289906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289912.968750 Penalty: 3743.560791
	Iteration 34Q: 3 clusters Score -289913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289916.156250 Penalty: 3743.560791
	Iteration 35Q: 3 clusters Score -289916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289917.750000 Penalty: 3743.560791
	Iteration 36Q: 3 clusters Score -289917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289921.343750 Penalty: 3743.560791
	Iteration 37Q: 3 clusters Score -289921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289926.500000 Penalty: 3743.560791
	Iteration 38Q: 3 clusters Score -289926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -289929.656250 Penalty: 3743.560791
	Iteration 39Q: 3 clusters Score -289929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289931.656250 Penalty: 3743.560791
	Iteration 40F: 3 clusters Score -289931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289932.812500 Penalty: 3743.560791
	Iteration 41Q: 3 clusters Score -289932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289937.406250 Penalty: 3743.560791
	Iteration 42Q: 3 clusters Score -289937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289939.156250 Penalty: 3743.560791
	Iteration 43Q: 3 clusters Score -289939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289940.281250 Penalty: 3743.560791
	Iteration 44Q: 3 clusters Score -289940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289940.875000 Penalty: 3743.560791
	Iteration 45Q: 3 clusters Score -289940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289940.875000 Penalty: 3743.560791
	Iteration 46F: 3 clusters Score -289940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -566381.625000 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -566381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -562546.562500 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -562546.6 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -563654.312500 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -563654.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -563953.500000 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -563953.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -564172.937500 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -564172.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -564433.500000 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -564433.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -564772.500000 Penalty: 4120.989258
	Iteration 5F: 3 clusters Score -564772.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -565122.875000 Penalty: 4120.989258
	Iteration 6F: 3 clusters Score -565122.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -565376.062500 Penalty: 4120.989258
	Iteration 7F: 3 clusters Score -565376.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -565527.562500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -565527.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -565626.062500 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -565626.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -565686.125000 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -565686.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -565724.312500 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -565724.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -565754.250000 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -565754.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -565779.437500 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -565779.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -565803.562500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -565803.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -565829.750000 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -565829.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -565852.062500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -565852.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565863.812500 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -565863.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -565873.000000 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -565873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -565882.687500 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -565882.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -565894.750000 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -565894.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -565907.687500 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -565907.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -565912.062500 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -565912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -565915.875000 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -565915.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -565922.437500 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -565922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -565926.062500 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -565926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -565929.625000 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -565929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -565935.312500 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -565935.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -565946.812500 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -565946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -565954.250000 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -565954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -565957.375000 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -565957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -565961.125000 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -565961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -565968.687500 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -565968.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -565976.500000 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -565976.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -565985.312500 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -565985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -565994.312500 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -565994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -565998.937500 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -565998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -566005.250000 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -566005.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -566009.687500 Penalty: 4120.989258
	Iteration 38Q: 3 clusters Score -566009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -566012.625000 Penalty: 4120.989258
	Iteration 39Q: 3 clusters Score -566012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -566011.937500 Penalty: 4120.989258
	Iteration 40F: 3 clusters Score -566011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -628450.125000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -628450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -624340.125000 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -624340.1 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -625392.250000 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -625392.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -625586.500000 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -625586.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -625724.437500 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -625724.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -625815.500000 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -625815.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -625882.187500 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -625882.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -625944.250000 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -625944.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -625996.687500 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -625996.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -626041.750000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -626041.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -626070.500000 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -626070.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -626110.312500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -626110.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -626158.375000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -626158.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -626211.625000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -626211.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -626261.375000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -626261.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -626316.062500 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -626316.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -626378.750000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -626378.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -626438.312500 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -626438.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -626493.437500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -626493.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -626561.750000 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -626561.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -626618.312500 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -626618.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -626677.250000 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -626677.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -626717.250000 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -626717.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -626759.375000 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -626759.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -626811.062500 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -626811.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -626856.375000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -626856.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -626897.500000 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -626897.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -626926.437500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -626926.4 nChanged 22
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: -626943.687500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -626943.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -626958.125000 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -626958.1 nChanged 17
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: -626970.312500 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -626970.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -626976.750000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -626976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -626983.312500 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -626983.3 nChanged 8
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: -626989.125000 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -626989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -626990.750000 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -626990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -626994.500000 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -626994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -626996.875000 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -626996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -626999.312500 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -626999.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -627000.687500 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -627000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -627004.000000 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -627004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -627004.375000 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -627004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -627005.625000 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -627005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -627006.562500 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -627006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -627007.375000 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -627007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -627009.500000 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -627009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -627009.562500 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -627009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -627009.562500 Penalty: 4152.479980
	Iteration 45F: 3 clusters Score -627009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Entering Unmasked Estep 
Score: -9405380.000000 Penalty: 2738.616699
	Iteration 0F: 2 clusters Score -9405380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -9363925.000000 Penalty: 5477.233398
	Iteration 0F: 3 clusters Score -9363925 nChanged 28922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -9380462.000000 Penalty: 5477.233398
	Iteration 1F: 3 clusters Score -9380462 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -9381432.000000 Penalty: 5477.233398
	Iteration 2Q: 3 clusters Score -9381432 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -9382767.000000 Penalty: 5477.233398
	Iteration 3Q: 3 clusters Score -9382767 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9384513.000000 Penalty: 5477.233398
	Iteration 4F: 3 clusters Score -9384513 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -9386653.000000 Penalty: 5477.233398
	Iteration 5F: 3 clusters Score -9386653 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -9389636.000000 Penalty: 5477.233398
	Iteration 6F: 3 clusters Score -9389636 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -9393139.000000 Penalty: 5477.233398
	Iteration 7F: 3 clusters Score -9393139 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -9396524.000000 Penalty: 5477.233398
	Iteration 8F: 3 clusters Score -9396524 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -9399442.000000 Penalty: 5477.233398
	Iteration 9F: 3 clusters Score -9399442 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -9401697.000000 Penalty: 5477.233398
	Iteration 10Q: 3 clusters Score -9401697 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -9403204.000000 Penalty: 5477.233398
	Iteration 11Q: 3 clusters Score -9403204 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -9404402.000000 Penalty: 5477.233398
	Iteration 12Q: 3 clusters Score -9404402 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -9405164.000000 Penalty: 5477.233398
	Iteration 13Q: 3 clusters Score -9405164 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -9405837.000000 Penalty: 5477.233398
	Iteration 14Q: 3 clusters Score -9405837 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -9406350.000000 Penalty: 5477.233398
	Iteration 15Q: 3 clusters Score -9406350 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -9406747.000000 Penalty: 5477.233398
	Iteration 16Q: 3 clusters Score -9406747 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -9406959.000000 Penalty: 5477.233398
	Iteration 17Q: 3 clusters Score -9406959 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -9407169.000000 Penalty: 5477.233398
	Iteration 18Q: 3 clusters Score -9407169 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -9407260.000000 Penalty: 5477.233398
	Iteration 19Q: 3 clusters Score -9407260 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -9407260.000000 Penalty: 5477.233398
	Iteration 20F: 3 clusters Score -9407260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -9407281.000000 Penalty: 5477.233398
	Iteration 21Q: 3 clusters Score -9407281 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -9407339.000000 Penalty: 5477.233398
	Iteration 22Q: 3 clusters Score -9407339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -9407342.000000 Penalty: 5477.233398
	Iteration 23Q: 3 clusters Score -9407342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -9407328.000000 Penalty: 5477.233398
	Iteration 24Q: 3 clusters Score -9407328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -9407329.000000 Penalty: 5477.233398
	Iteration 25Q: 3 clusters Score -9407329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -9407344.000000 Penalty: 5477.233398
	Iteration 26Q: 3 clusters Score -9407344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -9407339.000000 Penalty: 5477.233398
	Iteration 27Q: 3 clusters Score -9407339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -9407346.000000 Penalty: 5477.233398
	Iteration 28Q: 3 clusters Score -9407346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -9407361.000000 Penalty: 5477.233398
	Iteration 29Q: 3 clusters Score -9407361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -9407353.000000 Penalty: 5477.233398
	Iteration 30Q: 3 clusters Score -9407353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -9407338.000000 Penalty: 5477.233398
	Iteration 31Q: 3 clusters Score -9407338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -9407339.000000 Penalty: 5477.233398
	Iteration 32Q: 3 clusters Score -9407339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -9407332.000000 Penalty: 5477.233398
	Iteration 33Q: 3 clusters Score -9407332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -9407333.000000 Penalty: 5477.233398
	Iteration 34Q: 3 clusters Score -9407333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -9407329.000000 Penalty: 5477.233398
	Iteration 35Q: 3 clusters Score -9407329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -9407323.000000 Penalty: 5477.233398
	Iteration 36Q: 3 clusters Score -9407323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -9407328.000000 Penalty: 5477.233398
	Iteration 37Q: 3 clusters Score -9407328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -9407338.000000 Penalty: 5477.233398
	Iteration 38Q: 3 clusters Score -9407338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -9407346.000000 Penalty: 5477.233398
	Iteration 39Q: 3 clusters Score -9407346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -9407339.000000 Penalty: 5477.233398
	Iteration 40F: 3 clusters Score -9407339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -9407336.000000 Penalty: 5477.233398
	Iteration 41Q: 3 clusters Score -9407336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -9407333.000000 Penalty: 5477.233398
	Iteration 42Q: 3 clusters Score -9407333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -9407336.000000 Penalty: 5477.233398
	Iteration 43Q: 3 clusters Score -9407336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -9407332.000000 Penalty: 5477.233398
	Iteration 44Q: 3 clusters Score -9407332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -9407337.000000 Penalty: 5477.233398
	Iteration 45Q: 3 clusters Score -9407337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -9407324.000000 Penalty: 5477.233398
	Iteration 46Q: 3 clusters Score -9407324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -9407322.000000 Penalty: 5477.233398
	Iteration 47Q: 3 clusters Score -9407322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -9407338.000000 Penalty: 5477.233398
	Iteration 48Q: 3 clusters Score -9407338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -9407343.000000 Penalty: 5477.233398
	Iteration 49Q: 3 clusters Score -9407343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -9407348.000000 Penalty: 5477.233398
	Iteration 50Q: 3 clusters Score -9407348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -9407346.000000 Penalty: 5477.233398
	Iteration 51Q: 3 clusters Score -9407346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -9407346.000000 Penalty: 5477.233398
	Iteration 52Q: 3 clusters Score -9407346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -9407353.000000 Penalty: 5477.233398
	Iteration 53Q: 3 clusters Score -9407353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -9407349.000000 Penalty: 5477.233398
	Iteration 54Q: 3 clusters Score -9407349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -9407351.000000 Penalty: 5477.233398
	Iteration 55Q: 3 clusters Score -9407351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -9407351.000000 Penalty: 5477.233398
	Iteration 56F: 3 clusters Score -9407351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 3 contains 116014 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 22586 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 18923 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 45613 members 
Mstep: Class 26 contains 14058 members 
Mstep: Class 27 contains 10580 members 
Mstep: Class 28 contains 1266 members 
Mstep: Class 29 contains 2054 members 
Mstep: Class 30 contains 1225 members 
Mstep: Class 31 contains 10980 members 
Entering Unmasked Estep 
Score: -104081032.000000 Penalty: 103444.734375
Splitting cluster 23 changes total score from -104018416.000000 to -104081032.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 342 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 113276 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 6083 members 
Mstep: Class 13 contains 20161 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 51513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104097328.000000 Penalty: 103444.734375
Iteration 39Q: 32 clusters Score -1.040973e+08 nChanged 24022
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 114229 members 
Mstep: Class 3 contains 123493 members 
Mstep: Class 4 contains 31103 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 23193 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 150043 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 20436 members 
Mstep: Class 14 contains 3943 members 
Mstep: Class 15 contains 18017 members 
Mstep: Class 16 contains 15429 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 50349 members 
Mstep: Class 24 contains 2740 members 
Mstep: Class 25 contains 43041 members 
Mstep: Class 26 contains 14495 members 
Mstep: Class 27 contains 10007 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 2158 members 
Mstep: Class 30 contains 1205 members 
Mstep: Class 31 contains 10999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125016.000000 Penalty: 103444.734375
Iteration 40F: 32 clusters Score -1.04125e+08 nChanged 34599
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 114458 members 
Mstep: Class 3 contains 142360 members 
Mstep: Class 4 contains 30883 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 23678 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 5211 members 
Mstep: Class 11 contains 129548 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 18189 members 
Mstep: Class 16 contains 15394 members 
Mstep: Class 17 contains 2264 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 3781 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 49146 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 42890 members 
Mstep: Class 26 contains 16374 members 
Mstep: Class 27 contains 10234 members 
Mstep: Class 28 contains 1438 members 
Mstep: Class 29 contains 2448 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136824.000000 Penalty: 103444.734375
Iteration 41Q: 32 clusters Score -1.041368e+08 nChanged 32887
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 118279 members 
Mstep: Class 3 contains 158124 members 
Mstep: Class 4 contains 30837 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 23936 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 2503 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 109274 members 
Mstep: Class 12 contains 5668 members 
Mstep: Class 13 contains 20429 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 15364 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 1874 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 21 contains 3616 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 48071 members 
Mstep: Class 24 contains 2978 members 
Mstep: Class 25 contains 42878 members 
Mstep: Class 26 contains 17255 members 
Mstep: Class 27 contains 10338 members 
Mstep: Class 28 contains 1546 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 1245 members 
Mstep: Class 31 contains 11520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131768.000000 Penalty: 103444.734375
Iteration 42Q: 32 clusters Score -1.041318e+08 nChanged 28521
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 123366 members 
Mstep: Class 3 contains 169528 members 
Mstep: Class 4 contains 30845 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 7637 members 
Mstep: Class 9 contains 2506 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 92093 members 
Mstep: Class 12 contains 5561 members 
Mstep: Class 13 contains 20595 members 
Mstep: Class 14 contains 4165 members 
Mstep: Class 15 contains 18069 members 
Mstep: Class 16 contains 15338 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 2246 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 3492 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 47239 members 
Mstep: Class 24 contains 3049 members 
Mstep: Class 25 contains 42938 members 
Mstep: Class 26 contains 17692 members 
Mstep: Class 27 contains 10389 members 
Mstep: Class 28 contains 1601 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 1237 members 
Mstep: Class 31 contains 11714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120024.000000 Penalty: 103444.734375
Iteration 43Q: 32 clusters Score -1.0412e+08 nChanged 22350
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 128920 members 
Mstep: Class 3 contains 174142 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 24366 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 5835 members 
Mstep: Class 11 contains 80975 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 20805 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 18021 members 
Mstep: Class 16 contains 15320 members 
Mstep: Class 17 contains 2236 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 1076 members 
Mstep: Class 21 contains 3388 members 
Mstep: Class 22 contains 4457 members 
Mstep: Class 23 contains 46582 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 43074 members 
Mstep: Class 26 contains 18030 members 
Mstep: Class 27 contains 10423 members 
Mstep: Class 28 contains 1662 members 
Mstep: Class 29 contains 2848 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104112224.000000 Penalty: 103444.734375
Iteration 44Q: 32 clusters Score -1.041122e+08 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 134640 members 
Mstep: Class 3 contains 174118 members 
Mstep: Class 4 contains 30866 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 24618 members 
Mstep: Class 8 contains 8209 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 5998 members 
Mstep: Class 11 contains 74474 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 20962 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 17968 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 2252 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 3328 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 45982 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 43180 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 10459 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104110720.000000 Penalty: 103444.734375
Iteration 45Q: 32 clusters Score -1.041107e+08 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 140555 members 
Mstep: Class 3 contains 171829 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 24836 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 70343 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 21118 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 17910 members 
Mstep: Class 16 contains 15286 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 45420 members 
Mstep: Class 24 contains 3230 members 
Mstep: Class 25 contains 43242 members 
Mstep: Class 26 contains 18371 members 
Mstep: Class 27 contains 10484 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 1225 members 
Mstep: Class 31 contains 12219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104110776.000000 Penalty: 103444.734375
Iteration 46Q: 32 clusters Score -1.041108e+08 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 146463 members 
Mstep: Class 3 contains 168602 members 
Mstep: Class 4 contains 30895 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 3793 members 
Mstep: Class 7 contains 24987 members 
Mstep: Class 8 contains 8666 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 67472 members 
Mstep: Class 12 contains 5332 members 
Mstep: Class 13 contains 21263 members 
Mstep: Class 14 contains 4260 members 
Mstep: Class 15 contains 17844 members 
Mstep: Class 16 contains 15280 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 3214 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 44870 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 43235 members 
Mstep: Class 26 contains 18412 members 
Mstep: Class 27 contains 10496 members 
Mstep: Class 28 contains 1762 members 
Mstep: Class 29 contains 3029 members 
Mstep: Class 30 contains 1222 members 
Mstep: Class 31 contains 12343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104111896.000000 Penalty: 103444.734375
Iteration 47Q: 32 clusters Score -1.041119e+08 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 152383 members 
Mstep: Class 3 contains 165043 members 
Mstep: Class 4 contains 30913 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 25066 members 
Mstep: Class 8 contains 8833 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 65076 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 21424 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 17782 members 
Mstep: Class 16 contains 15271 members 
Mstep: Class 17 contains 2188 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 44376 members 
Mstep: Class 24 contains 3315 members 
Mstep: Class 25 contains 43152 members 
Mstep: Class 26 contains 18433 members 
Mstep: Class 27 contains 10526 members 
Mstep: Class 28 contains 1792 members 
Mstep: Class 29 contains 3050 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104113152.000000 Penalty: 103444.734375
Iteration 48Q: 32 clusters Score -1.041132e+08 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 158186 members 
Mstep: Class 3 contains 161219 members 
Mstep: Class 4 contains 30925 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 25139 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 2515 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 63083 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 15 contains 17727 members 
Mstep: Class 16 contains 15266 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 4583 members 
Mstep: Class 23 contains 43885 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 43119 members 
Mstep: Class 26 contains 18440 members 
Mstep: Class 27 contains 10555 members 
Mstep: Class 28 contains 1818 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 1218 members 
Mstep: Class 31 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114560.000000 Penalty: 103444.734375
Iteration 49Q: 32 clusters Score -1.041146e+08 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 163866 members 
Mstep: Class 3 contains 157479 members 
Mstep: Class 4 contains 30936 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 61165 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 21679 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 17677 members 
Mstep: Class 16 contains 15264 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 1036 members 
Mstep: Class 21 contains 3060 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 43444 members 
Mstep: Class 24 contains 3421 members 
Mstep: Class 25 contains 43094 members 
Mstep: Class 26 contains 18433 members 
Mstep: Class 27 contains 10605 members 
Mstep: Class 28 contains 1837 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 1217 members 
Mstep: Class 31 contains 12630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116056.000000 Penalty: 103444.734375
Iteration 50Q: 32 clusters Score -1.041161e+08 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 169457 members 
Mstep: Class 3 contains 153622 members 
Mstep: Class 4 contains 30942 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 25255 members 
Mstep: Class 8 contains 9208 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 6559 members 
Mstep: Class 11 contains 59388 members 
Mstep: Class 12 contains 5237 members 
Mstep: Class 13 contains 21805 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 16 contains 15263 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 1032 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4592 members 
Mstep: Class 23 contains 43064 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 43119 members 
Mstep: Class 26 contains 18446 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 1863 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 1217 members 
Mstep: Class 31 contains 12711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117464.000000 Penalty: 103444.734375
Iteration 51Q: 32 clusters Score -1.041175e+08 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 174905 members 
Mstep: Class 3 contains 149939 members 
Mstep: Class 4 contains 30952 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 3732 members 
Mstep: Class 7 contains 25308 members 
Mstep: Class 8 contains 9286 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 57516 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 13 contains 21894 members 
Mstep: Class 14 contains 4271 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 16 contains 15259 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 3017 members 
Mstep: Class 22 contains 4587 members 
Mstep: Class 23 contains 42716 members 
Mstep: Class 24 contains 3515 members 
Mstep: Class 25 contains 43211 members 
Mstep: Class 26 contains 18457 members 
Mstep: Class 27 contains 10683 members 
Mstep: Class 28 contains 1882 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 1217 members 
Mstep: Class 31 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118584.000000 Penalty: 103444.734375
Iteration 52Q: 32 clusters Score -1.041186e+08 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 180227 members 
Mstep: Class 3 contains 146388 members 
Mstep: Class 4 contains 30969 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 3723 members 
Mstep: Class 7 contains 25335 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 55604 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 21969 members 
Mstep: Class 14 contains 4275 members 
Mstep: Class 15 contains 17502 members 
Mstep: Class 16 contains 15252 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 42415 members 
Mstep: Class 24 contains 3537 members 
Mstep: Class 25 contains 43378 members 
Mstep: Class 26 contains 18471 members 
Mstep: Class 27 contains 10707 members 
Mstep: Class 28 contains 1898 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1216 members 
Mstep: Class 31 contains 12875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120104.000000 Penalty: 103444.734375
Iteration 53Q: 32 clusters Score -1.041201e+08 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 185453 members 
Mstep: Class 3 contains 143008 members 
Mstep: Class 4 contains 30982 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 3715 members 
Mstep: Class 7 contains 25390 members 
Mstep: Class 8 contains 9408 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 53645 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 22031 members 
Mstep: Class 14 contains 4275 members 
Mstep: Class 15 contains 17442 members 
Mstep: Class 16 contains 15243 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 2986 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 42139 members 
Mstep: Class 24 contains 3560 members 
Mstep: Class 25 contains 43542 members 
Mstep: Class 26 contains 18443 members 
Mstep: Class 27 contains 10711 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 3121 members 
Mstep: Class 30 contains 1216 members 
Mstep: Class 31 contains 12957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120856.000000 Penalty: 103444.734375
Iteration 54Q: 32 clusters Score -1.041209e+08 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 190566 members 
Mstep: Class 3 contains 139627 members 
Mstep: Class 4 contains 30998 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 3717 members 
Mstep: Class 7 contains 25425 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 6715 members 
Mstep: Class 11 contains 51639 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 16 contains 15241 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 1021 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 4567 members 
Mstep: Class 23 contains 41935 members 
Mstep: Class 24 contains 3585 members 
Mstep: Class 25 contains 43812 members 
Mstep: Class 26 contains 18458 members 
Mstep: Class 27 contains 10730 members 
Mstep: Class 28 contains 1922 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 1215 members 
Mstep: Class 31 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118336.000000 Penalty: 103444.734375
Iteration 55Q: 32 clusters Score -1.041183e+08 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 194757 members 
Mstep: Class 3 contains 137072 members 
Mstep: Class 4 contains 31008 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 3712 members 
Mstep: Class 7 contains 25510 members 
Mstep: Class 8 contains 9484 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 6733 members 
Mstep: Class 11 contains 49759 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 22112 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 17334 members 
Mstep: Class 16 contains 15238 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 41785 members 
Mstep: Class 24 contains 3605 members 
Mstep: Class 25 contains 44081 members 
Mstep: Class 26 contains 18376 members 
Mstep: Class 27 contains 10728 members 
Mstep: Class 28 contains 1925 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 13080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116832.000000 Penalty: 103444.734375
Iteration 56Q: 32 clusters Score -1.041168e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 198375 members 
Mstep: Class 3 contains 134890 members 
Mstep: Class 4 contains 31015 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 48079 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 22157 members 
Mstep: Class 14 contains 4270 members 
Mstep: Class 15 contains 17294 members 
Mstep: Class 16 contains 15238 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 41656 members 
Mstep: Class 24 contains 3628 members 
Mstep: Class 25 contains 44360 members 
Mstep: Class 26 contains 18292 members 
Mstep: Class 27 contains 10737 members 
Mstep: Class 28 contains 1929 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 1209 members 
Mstep: Class 31 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104114616.000000 Penalty: 103444.734375
Iteration 57Q: 32 clusters Score -1.041146e+08 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 201546 members 
Mstep: Class 3 contains 132880 members 
Mstep: Class 4 contains 31016 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 3701 members 
Mstep: Class 7 contains 25649 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 6770 members 
Mstep: Class 11 contains 46634 members 
Mstep: Class 12 contains 5174 members 
Mstep: Class 13 contains 22188 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 15237 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 4540 members 
Mstep: Class 23 contains 41568 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 44657 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 10741 members 
Mstep: Class 28 contains 1938 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 1208 members 
Mstep: Class 31 contains 13192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104111992.000000 Penalty: 103444.734375
Iteration 58Q: 32 clusters Score -1.04112e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 204265 members 
Mstep: Class 3 contains 130949 members 
Mstep: Class 4 contains 31017 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 25720 members 
Mstep: Class 8 contains 9554 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 45548 members 
Mstep: Class 12 contains 5170 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 4266 members 
Mstep: Class 15 contains 17261 members 
Mstep: Class 16 contains 15234 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 1019 members 
Mstep: Class 21 contains 2894 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 41480 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 18032 members 
Mstep: Class 27 contains 10744 members 
Mstep: Class 28 contains 1943 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 1208 members 
Mstep: Class 31 contains 13239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104109976.000000 Penalty: 103444.734375
Iteration 59Q: 32 clusters Score -1.0411e+08 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 206511 members 
Mstep: Class 3 contains 129207 members 
Mstep: Class 4 contains 31021 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 3690 members 
Mstep: Class 7 contains 25792 members 
Mstep: Class 8 contains 9566 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 44699 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 22271 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 15 contains 17237 members 
Mstep: Class 16 contains 15232 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 41392 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 45348 members 
Mstep: Class 26 contains 17892 members 
Mstep: Class 27 contains 10751 members 
Mstep: Class 28 contains 1944 members 
Mstep: Class 29 contains 3197 members 
Mstep: Class 30 contains 1207 members 
Mstep: Class 31 contains 13279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116104.000000 Penalty: 103444.734375
Iteration 60F: 32 clusters Score -1.041161e+08 nChanged 14522
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 208557 members 
Mstep: Class 3 contains 137701 members 
Mstep: Class 4 contains 31016 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 25875 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 33848 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 22317 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 17220 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 41275 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 45725 members 
Mstep: Class 26 contains 17741 members 
Mstep: Class 27 contains 10747 members 
Mstep: Class 28 contains 1947 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 1213 members 
Mstep: Class 31 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104109688.000000 Penalty: 103444.734375
Iteration 61Q: 32 clusters Score -1.041097e+08 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 210900 members 
Mstep: Class 3 contains 142930 members 
Mstep: Class 4 contains 31011 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 26038 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 25707 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 22396 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 15 contains 17198 members 
Mstep: Class 16 contains 15233 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 41223 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 46195 members 
Mstep: Class 26 contains 17621 members 
Mstep: Class 27 contains 10750 members 
Mstep: Class 28 contains 1946 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 1210 members 
Mstep: Class 31 contains 13370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104272.000000 Penalty: 103444.734375
Iteration 62Q: 32 clusters Score -1.041043e+08 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 212584 members 
Mstep: Class 3 contains 146422 members 
Mstep: Class 4 contains 31017 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 19952 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 22456 members 
Mstep: Class 14 contains 4272 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 15232 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 985 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 41199 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 46672 members 
Mstep: Class 26 contains 17500 members 
Mstep: Class 27 contains 10741 members 
Mstep: Class 28 contains 1949 members 
Mstep: Class 29 contains 3207 members 
Mstep: Class 30 contains 1205 members 
Mstep: Class 31 contains 13406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104100384.000000 Penalty: 103444.734375
Iteration 63Q: 32 clusters Score -1.041004e+08 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 213513 members 
Mstep: Class 3 contains 148970 members 
Mstep: Class 4 contains 31020 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 3703 members 
Mstep: Class 7 contains 26348 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 15931 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 22524 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 15233 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2267 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 41141 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 47107 members 
Mstep: Class 26 contains 17434 members 
Mstep: Class 27 contains 10740 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 13430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104098728.000000 Penalty: 103444.734375
Iteration 64Q: 32 clusters Score -1.040987e+08 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 213981 members 
Mstep: Class 3 contains 150883 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 26466 members 
Mstep: Class 8 contains 9601 members 
Mstep: Class 9 contains 2621 members 
Mstep: Class 10 contains 6776 members 
Mstep: Class 11 contains 13149 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 22577 members 
Mstep: Class 14 contains 4271 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 15235 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 2851 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 41085 members 
Mstep: Class 24 contains 3757 members 
Mstep: Class 25 contains 47451 members 
Mstep: Class 26 contains 17373 members 
Mstep: Class 27 contains 10738 members 
Mstep: Class 28 contains 1953 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 13454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104097632.000000 Penalty: 103444.734375
Iteration 65Q: 32 clusters Score -1.040976e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 214097 members 
Mstep: Class 3 contains 152463 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 3697 members 
Mstep: Class 7 contains 26550 members 
Mstep: Class 8 contains 9613 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 11147 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 22620 members 
Mstep: Class 14 contains 4267 members 
Mstep: Class 15 contains 17057 members 
Mstep: Class 16 contains 15236 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 953 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 4557 members 
Mstep: Class 23 contains 41029 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 47709 members 
Mstep: Class 26 contains 17324 members 
Mstep: Class 27 contains 10750 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3214 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 13476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104097592.000000 Penalty: 103444.734375
Iteration 66Q: 32 clusters Score -1.040976e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 214075 members 
Mstep: Class 3 contains 153713 members 
Mstep: Class 4 contains 31020 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 26619 members 
Mstep: Class 8 contains 9621 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 17026 members 
Mstep: Class 16 contains 15232 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 948 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 4553 members 
Mstep: Class 23 contains 40977 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 47870 members 
Mstep: Class 26 contains 17289 members 
Mstep: Class 27 contains 10760 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 13496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104097584.000000 Penalty: 103444.734375
Iteration 67Q: 32 clusters Score -1.040976e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 214117 members 
Mstep: Class 3 contains 154681 members 
Mstep: Class 4 contains 31018 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 3698 members 
Mstep: Class 7 contains 26667 members 
Mstep: Class 8 contains 9628 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 6783 members 
Mstep: Class 11 contains 8634 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 22669 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 16999 members 
Mstep: Class 16 contains 15232 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 944 members 
Mstep: Class 21 contains 2824 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 40912 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 47970 members 
Mstep: Class 26 contains 17272 members 
Mstep: Class 27 contains 10769 members 
Mstep: Class 28 contains 1971 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 13516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 32 clusters Score -1.040971e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 214187 members 
Mstep: Class 3 contains 155440 members 
Mstep: Class 4 contains 31018 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 7 contains 26716 members 
Mstep: Class 8 contains 9632 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 6793 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22696 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 16966 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 943 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 40853 members 
Mstep: Class 24 contains 3787 members 
Mstep: Class 25 contains 48027 members 
Mstep: Class 26 contains 17257 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 1981 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 13532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104097040.000000 Penalty: 103444.734375
Iteration 69Q: 32 clusters Score -1.04097e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 214309 members 
Mstep: Class 3 contains 155995 members 
Mstep: Class 4 contains 31020 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 26765 members 
Mstep: Class 8 contains 9641 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22733 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 942 members 
Mstep: Class 21 contains 2817 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 40800 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 48052 members 
Mstep: Class 26 contains 17247 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 1986 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104096736.000000 Penalty: 103444.734375
Iteration 70Q: 32 clusters Score -1.040967e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 214459 members 
Mstep: Class 3 contains 156408 members 
Mstep: Class 4 contains 31023 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 26816 members 
Mstep: Class 8 contains 9645 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 6811 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22767 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 20 contains 940 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 40756 members 
Mstep: Class 24 contains 3816 members 
Mstep: Class 25 contains 48072 members 
Mstep: Class 26 contains 17242 members 
Mstep: Class 27 contains 10791 members 
Mstep: Class 28 contains 1992 members 
Mstep: Class 29 contains 3212 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104096416.000000 Penalty: 103444.734375
Iteration 71Q: 32 clusters Score -1.040964e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 214707 members 
Mstep: Class 3 contains 156573 members 
Mstep: Class 4 contains 31029 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 26895 members 
Mstep: Class 8 contains 9646 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22791 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 15 contains 16850 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 938 members 
Mstep: Class 21 contains 2805 members 
Mstep: Class 22 contains 4550 members 
Mstep: Class 23 contains 40733 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 48108 members 
Mstep: Class 26 contains 17223 members 
Mstep: Class 27 contains 10791 members 
Mstep: Class 28 contains 1992 members 
Mstep: Class 29 contains 3210 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104096184.000000 Penalty: 103444.734375
Iteration 72Q: 32 clusters Score -1.040962e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 215008 members 
Mstep: Class 3 contains 156597 members 
Mstep: Class 4 contains 31027 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 26966 members 
Mstep: Class 8 contains 9649 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 6847 members 
Mstep: Class 11 contains 5393 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22810 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 16809 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 4555 members 
Mstep: Class 23 contains 40715 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 48170 members 
Mstep: Class 26 contains 17197 members 
Mstep: Class 27 contains 10799 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 3213 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104096048.000000 Penalty: 103444.734375
Iteration 73Q: 32 clusters Score -1.04096e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 215340 members 
Mstep: Class 3 contains 156555 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 27028 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 6870 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22818 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 16786 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 4560 members 
Mstep: Class 23 contains 40692 members 
Mstep: Class 24 contains 3836 members 
Mstep: Class 25 contains 48241 members 
Mstep: Class 26 contains 17170 members 
Mstep: Class 27 contains 10802 members 
Mstep: Class 28 contains 1995 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104095776.000000 Penalty: 103444.734375
Iteration 74Q: 32 clusters Score -1.040958e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 215725 members 
Mstep: Class 3 contains 156391 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 27081 members 
Mstep: Class 8 contains 9656 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 6881 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 12 contains 5151 members 
Mstep: Class 13 contains 22824 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 16767 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 2797 members 
Mstep: Class 22 contains 4563 members 
Mstep: Class 23 contains 40671 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 48327 members 
Mstep: Class 26 contains 17161 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 1996 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104095000.000000 Penalty: 103444.734375
Iteration 75Q: 32 clusters Score -1.04095e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 216131 members 
Mstep: Class 3 contains 156127 members 
Mstep: Class 4 contains 31029 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 27118 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 22838 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 16755 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 924 members 
Mstep: Class 21 contains 2795 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 40654 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 48434 members 
Mstep: Class 26 contains 17157 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 1995 members 
Mstep: Class 29 contains 3222 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 13613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104094800.000000 Penalty: 103444.734375
Iteration 76Q: 32 clusters Score -1.040948e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 216494 members 
Mstep: Class 3 contains 155835 members 
Mstep: Class 4 contains 31030 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 27143 members 
Mstep: Class 8 contains 9660 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 6907 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 22848 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 16733 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 923 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 4550 members 
Mstep: Class 23 contains 40636 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 48569 members 
Mstep: Class 26 contains 17143 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 1996 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 13618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104094576.000000 Penalty: 103444.734375
Iteration 77Q: 32 clusters Score -1.040946e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 216859 members 
Mstep: Class 3 contains 155542 members 
Mstep: Class 4 contains 31027 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 27180 members 
Mstep: Class 8 contains 9660 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 6932 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22855 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 918 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 40624 members 
Mstep: Class 24 contains 3864 members 
Mstep: Class 25 contains 48714 members 
Mstep: Class 26 contains 17129 members 
Mstep: Class 27 contains 10799 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 13620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104094272.000000 Penalty: 103444.734375
Iteration 78Q: 32 clusters Score -1.040943e+08 nChanged 1494
Entering ConstructFrom: 
Score: -104094272.000000 Penalty: 103444.734375
Entering ConstructFrom: 
Trying to split cluster 1 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -2294670.250000 Penalty: 2406.091797
	Iteration 0F: 2 clusters Score -2294670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2282929.000000 Penalty: 4812.183594
	Iteration 0F: 3 clusters Score -2282929 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2287380.750000 Penalty: 4812.183594
	Iteration 1F: 3 clusters Score -2287381 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2288266.250000 Penalty: 4812.183594
	Iteration 2F: 3 clusters Score -2288266 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2289118.250000 Penalty: 4812.183594
	Iteration 3F: 3 clusters Score -2289118 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2289917.750000 Penalty: 4812.183594
	Iteration 4F: 3 clusters Score -2289918 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2290495.250000 Penalty: 4812.183594
	Iteration 5F: 3 clusters Score -2290495 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2290917.500000 Penalty: 4812.183594
	Iteration 6Q: 3 clusters Score -2290918 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2291241.750000 Penalty: 4812.183594
	Iteration 7Q: 3 clusters Score -2291242 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2291478.500000 Penalty: 4812.183594
	Iteration 8Q: 3 clusters Score -2291478 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2291638.750000 Penalty: 4812.183594
	Iteration 9Q: 3 clusters Score -2291639 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2291799.750000 Penalty: 4812.183594
	Iteration 10Q: 3 clusters Score -2291800 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2291937.500000 Penalty: 4812.183594
	Iteration 11Q: 3 clusters Score -2291938 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2292073.000000 Penalty: 4812.183594
	Iteration 12Q: 3 clusters Score -2292073 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2292192.250000 Penalty: 4812.183594
	Iteration 13Q: 3 clusters Score -2292192 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2292321.250000 Penalty: 4812.183594
	Iteration 14Q: 3 clusters Score -2292321 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2292436.500000 Penalty: 4812.183594
	Iteration 15Q: 3 clusters Score -2292436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2292565.250000 Penalty: 4812.183594
	Iteration 16Q: 3 clusters Score -2292565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2292672.750000 Penalty: 4812.183594
	Iteration 17Q: 3 clusters Score -2292673 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2292790.000000 Penalty: 4812.183594
	Iteration 18Q: 3 clusters Score -2292790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2292897.750000 Penalty: 4812.183594
	Iteration 19Q: 3 clusters Score -2292898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2292974.750000 Penalty: 4812.183594
	Iteration 20F: 3 clusters Score -2292975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2293056.250000 Penalty: 4812.183594
	Iteration 21Q: 3 clusters Score -2293056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2293109.000000 Penalty: 4812.183594
	Iteration 22Q: 3 clusters Score -2293109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2293158.500000 Penalty: 4812.183594
	Iteration 23Q: 3 clusters Score -2293158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2293197.000000 Penalty: 4812.183594
	Iteration 24Q: 3 clusters Score -2293197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2293238.750000 Penalty: 4812.183594
	Iteration 25Q: 3 clusters Score -2293239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2293283.500000 Penalty: 4812.183594
	Iteration 26Q: 3 clusters Score -2293284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2293318.750000 Penalty: 4812.183594
	Iteration 27Q: 3 clusters Score -2293319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2293365.250000 Penalty: 4812.183594
	Iteration 28Q: 3 clusters Score -2293365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2293382.500000 Penalty: 4812.183594
	Iteration 29Q: 3 clusters Score -2293382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2293405.750000 Penalty: 4812.183594
	Iteration 30Q: 3 clusters Score -2293406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2293418.750000 Penalty: 4812.183594
	Iteration 31Q: 3 clusters Score -2293419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2293438.750000 Penalty: 4812.183594
	Iteration 32Q: 3 clusters Score -2293439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2293448.750000 Penalty: 4812.183594
	Iteration 33Q: 3 clusters Score -2293449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2293460.000000 Penalty: 4812.183594
	Iteration 34Q: 3 clusters Score -2293460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2293469.500000 Penalty: 4812.183594
	Iteration 35Q: 3 clusters Score -2293470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2293481.750000 Penalty: 4812.183594
	Iteration 36Q: 3 clusters Score -2293482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2293485.500000 Penalty: 4812.183594
	Iteration 37Q: 3 clusters Score -2293486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2293491.750000 Penalty: 4812.183594
	Iteration 38Q: 3 clusters Score -2293492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2293492.250000 Penalty: 4812.183594
	Iteration 39Q: 3 clusters Score -2293492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2293506.500000 Penalty: 4812.183594
	Iteration 40F: 3 clusters Score -2293506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2293511.500000 Penalty: 4812.183594
	Iteration 41Q: 3 clusters Score -2293512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2293520.500000 Penalty: 4812.183594
	Iteration 42Q: 3 clusters Score -2293520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2293527.750000 Penalty: 4812.183594
	Iteration 43Q: 3 clusters Score -2293528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2293536.000000 Penalty: 4812.183594
	Iteration 44Q: 3 clusters Score -2293536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2293553.500000 Penalty: 4812.183594
	Iteration 45Q: 3 clusters Score -2293554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2293564.500000 Penalty: 4812.183594
	Iteration 46Q: 3 clusters Score -2293564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2293588.000000 Penalty: 4812.183594
	Iteration 47Q: 3 clusters Score -2293588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2293617.000000 Penalty: 4812.183594
	Iteration 48Q: 3 clusters Score -2293617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2293656.750000 Penalty: 4812.183594
	Iteration 49Q: 3 clusters Score -2293657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2293684.000000 Penalty: 4812.183594
	Iteration 50Q: 3 clusters Score -2293684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2293706.250000 Penalty: 4812.183594
	Iteration 51Q: 3 clusters Score -2293706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2293722.750000 Penalty: 4812.183594
	Iteration 52Q: 3 clusters Score -2293723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2293739.750000 Penalty: 4812.183594
	Iteration 53Q: 3 clusters Score -2293740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2293767.250000 Penalty: 4812.183594
	Iteration 54Q: 3 clusters Score -2293767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2293827.500000 Penalty: 4812.183594
	Iteration 55Q: 3 clusters Score -2293828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2293872.750000 Penalty: 4812.183594
	Iteration 56Q: 3 clusters Score -2293873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2293900.500000 Penalty: 4812.183594
	Iteration 57Q: 3 clusters Score -2293900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2293933.750000 Penalty: 4812.183594
	Iteration 58Q: 3 clusters Score -2293934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2293957.000000 Penalty: 4812.183594
	Iteration 59Q: 3 clusters Score -2293957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2293981.500000 Penalty: 4812.183594
	Iteration 60F: 3 clusters Score -2293982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2293993.750000 Penalty: 4812.183594
	Iteration 61Q: 3 clusters Score -2293994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2294006.750000 Penalty: 4812.183594
	Iteration 62Q: 3 clusters Score -2294007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2294008.250000 Penalty: 4812.183594
	Iteration 63Q: 3 clusters Score -2294008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2294013.750000 Penalty: 4812.183594
	Iteration 64Q: 3 clusters Score -2294014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2294019.750000 Penalty: 4812.183594
	Iteration 65Q: 3 clusters Score -2294020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2294019.500000 Penalty: 4812.183594
	Iteration 66Q: 3 clusters Score -2294020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2294022.000000 Penalty: 4812.183594
	Iteration 67Q: 3 clusters Score -2294022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2294027.250000 Penalty: 4812.183594
	Iteration 68Q: 3 clusters Score -2294027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2294027.500000 Penalty: 4812.183594
	Iteration 69Q: 3 clusters Score -2294028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2294031.250000 Penalty: 4812.183594
	Iteration 70Q: 3 clusters Score -2294031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2294036.250000 Penalty: 4812.183594
	Iteration 71Q: 3 clusters Score -2294036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2294038.000000 Penalty: 4812.183594
	Iteration 72Q: 3 clusters Score -2294038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2294040.500000 Penalty: 4812.183594
	Iteration 73Q: 3 clusters Score -2294040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2294043.750000 Penalty: 4812.183594
	Iteration 74Q: 3 clusters Score -2294044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2294046.750000 Penalty: 4812.183594
	Iteration 75Q: 3 clusters Score -2294047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2294047.000000 Penalty: 4812.183594
	Iteration 76Q: 3 clusters Score -2294047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2294047.250000 Penalty: 4812.183594
	Iteration 77Q: 3 clusters Score -2294047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2294048.250000 Penalty: 4812.183594
	Iteration 78Q: 3 clusters Score -2294048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2294050.500000 Penalty: 4812.183594
	Iteration 79Q: 3 clusters Score -2294050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2294053.500000 Penalty: 4812.183594
	Iteration 80F: 3 clusters Score -2294054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2294055.000000 Penalty: 4812.183594
	Iteration 81Q: 3 clusters Score -2294055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2294050.750000 Penalty: 4812.183594
	Iteration 82Q: 3 clusters Score -2294051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2294052.000000 Penalty: 4812.183594
	Iteration 83Q: 3 clusters Score -2294052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2294056.750000 Penalty: 4812.183594
	Iteration 84Q: 3 clusters Score -2294057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2294054.250000 Penalty: 4812.183594
	Iteration 85Q: 3 clusters Score -2294054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2294052.750000 Penalty: 4812.183594
	Iteration 86Q: 3 clusters Score -2294053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2294053.250000 Penalty: 4812.183594
	Iteration 87Q: 3 clusters Score -2294053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2294053.250000 Penalty: 4812.183594
	Iteration 88F: 3 clusters Score -2294053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (217154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217154 members 
Entering Unmasked Estep 
Score: -33340820.000000 Penalty: 3047.513916
	Iteration 0F: 2 clusters Score -3.334082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -33242534.000000 Penalty: 6095.027832
	Iteration 0F: 3 clusters Score -3.324253e+07 nChanged 104955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 112765 members 
Entering Unmasked Estep 
Score: -33305026.000000 Penalty: 6095.027832
	Iteration 1F: 3 clusters Score -3.330503e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -33306880.000000 Penalty: 6095.027832
	Iteration 2Q: 3 clusters Score -3.330688e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97913 members 
Mstep: Class 2 contains 119241 members 
Entering Unmasked Estep 
Score: -33309398.000000 Penalty: 6095.027832
	Iteration 3Q: 3 clusters Score -3.33094e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -33312612.000000 Penalty: 6095.027832
	Iteration 4Q: 3 clusters Score -3.331261e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 130555 members 
Entering Unmasked Estep 
Score: -33317888.000000 Penalty: 6095.027832
	Iteration 5F: 3 clusters Score -3.331789e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -33325104.000000 Penalty: 6095.027832
	Iteration 6F: 3 clusters Score -3.33251e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 144249 members 
Entering Unmasked Estep 
Score: -33334316.000000 Penalty: 6095.027832
	Iteration 7F: 3 clusters Score -3.333432e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 148129 members 
Entering Unmasked Estep 
Score: -33343790.000000 Penalty: 6095.027832
	Iteration 8F: 3 clusters Score -3.334379e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 148959 members 
Entering Unmasked Estep 
Score: -33350332.000000 Penalty: 6095.027832
	Iteration 9F: 3 clusters Score -3.335033e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -33352976.000000 Penalty: 6095.027832
	Iteration 10Q: 3 clusters Score -3.335298e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -33353676.000000 Penalty: 6095.027832
	Iteration 11Q: 3 clusters Score -3.335368e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -33353944.000000 Penalty: 6095.027832
	Iteration 12Q: 3 clusters Score -3.335394e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 142500 members 
Entering Unmasked Estep 
Score: -33354096.000000 Penalty: 6095.027832
	Iteration 13Q: 3 clusters Score -3.33541e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 140062 members 
Entering Unmasked Estep 
Score: -33354436.000000 Penalty: 6095.027832
	Iteration 14Q: 3 clusters Score -3.335444e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 137355 members 
Entering Unmasked Estep 
Score: -33354688.000000 Penalty: 6095.027832
	Iteration 15Q: 3 clusters Score -3.335469e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -33355080.000000 Penalty: 6095.027832
	Iteration 16Q: 3 clusters Score -3.335508e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 131078 members 
Entering Unmasked Estep 
Score: -33355554.000000 Penalty: 6095.027832
	Iteration 17Q: 3 clusters Score -3.335555e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -33356260.000000 Penalty: 6095.027832
	Iteration 18Q: 3 clusters Score -3.335626e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -33356704.000000 Penalty: 6095.027832
	Iteration 19Q: 3 clusters Score -3.33567e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 120262 members 
Entering Unmasked Estep 
Score: -33357224.000000 Penalty: 6095.027832
	Iteration 20F: 3 clusters Score -3.335722e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 117422 members 
Entering Unmasked Estep 
Score: -33357912.000000 Penalty: 6095.027832
	Iteration 21Q: 3 clusters Score -3.335791e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 114988 members 
Entering Unmasked Estep 
Score: -33358658.000000 Penalty: 6095.027832
	Iteration 22Q: 3 clusters Score -3.335866e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -33359008.000000 Penalty: 6095.027832
	Iteration 23Q: 3 clusters Score -3.335901e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104987 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -33359394.000000 Penalty: 6095.027832
	Iteration 24Q: 3 clusters Score -3.335939e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -33359744.000000 Penalty: 6095.027832
	Iteration 25Q: 3 clusters Score -3.335974e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -33360012.000000 Penalty: 6095.027832
	Iteration 26Q: 3 clusters Score -3.336001e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -33360276.000000 Penalty: 6095.027832
	Iteration 27Q: 3 clusters Score -3.336028e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107190 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -33360494.000000 Penalty: 6095.027832
	Iteration 28Q: 3 clusters Score -3.336049e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -33360708.000000 Penalty: 6095.027832
	Iteration 29Q: 3 clusters Score -3.336071e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 109720 members 
Entering Unmasked Estep 
Score: -33360818.000000 Penalty: 6095.027832
	Iteration 30Q: 3 clusters Score -3.336082e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -33361124.000000 Penalty: 6095.027832
	Iteration 31Q: 3 clusters Score -3.336112e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 109743 members 
Entering Unmasked Estep 
Score: -33361398.000000 Penalty: 6095.027832
	Iteration 32Q: 3 clusters Score -3.33614e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -33361772.000000 Penalty: 6095.027832
	Iteration 33Q: 3 clusters Score -3.336177e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107125 members 
Mstep: Class 2 contains 110029 members 
Entering Unmasked Estep 
Score: -33361980.000000 Penalty: 6095.027832
	Iteration 34Q: 3 clusters Score -3.336198e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -33362172.000000 Penalty: 6095.027832
	Iteration 35Q: 3 clusters Score -3.336217e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 110261 members 
Entering Unmasked Estep 
Score: -33362302.000000 Penalty: 6095.027832
	Iteration 36Q: 3 clusters Score -3.33623e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -33362490.000000 Penalty: 6095.027832
	Iteration 37Q: 3 clusters Score -3.336249e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -33362520.000000 Penalty: 6095.027832
	Iteration 38Q: 3 clusters Score -3.336252e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -33362792.000000 Penalty: 6095.027832
	Iteration 39Q: 3 clusters Score -3.336279e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 110764 members 
Entering Unmasked Estep 
Score: -33362818.000000 Penalty: 6095.027832
	Iteration 40F: 3 clusters Score -3.336282e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -33362984.000000 Penalty: 6095.027832
	Iteration 41Q: 3 clusters Score -3.336298e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 111179 members 
Entering Unmasked Estep 
Score: -33363228.000000 Penalty: 6095.027832
	Iteration 42Q: 3 clusters Score -3.336323e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -33363432.000000 Penalty: 6095.027832
	Iteration 43Q: 3 clusters Score -3.336343e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Mstep: Class 2 contains 111570 members 
Entering Unmasked Estep 
Score: -33363670.000000 Penalty: 6095.027832
	Iteration 44Q: 3 clusters Score -3.336367e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 111802 members 
Entering Unmasked Estep 
Score: -33364050.000000 Penalty: 6095.027832
	Iteration 45Q: 3 clusters Score -3.336405e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 112031 members 
Entering Unmasked Estep 
Score: -33364236.000000 Penalty: 6095.027832
	Iteration 46Q: 3 clusters Score -3.336424e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104924 members 
Mstep: Class 2 contains 112230 members 
Entering Unmasked Estep 
Score: -33364406.000000 Penalty: 6095.027832
	Iteration 47Q: 3 clusters Score -3.336441e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -33364428.000000 Penalty: 6095.027832
	Iteration 48Q: 3 clusters Score -3.336443e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104634 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -33364722.000000 Penalty: 6095.027832
	Iteration 49Q: 3 clusters Score -3.336472e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 112645 members 
Entering Unmasked Estep 
Score: -33364984.000000 Penalty: 6095.027832
	Iteration 50Q: 3 clusters Score -3.336498e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -33365362.000000 Penalty: 6095.027832
	Iteration 51Q: 3 clusters Score -3.336536e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -33365466.000000 Penalty: 6095.027832
	Iteration 52Q: 3 clusters Score -3.336547e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104248 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -33365568.000000 Penalty: 6095.027832
	Iteration 53Q: 3 clusters Score -3.336557e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -33365716.000000 Penalty: 6095.027832
	Iteration 54Q: 3 clusters Score -3.336572e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -33365716.000000 Penalty: 6095.027832
	Iteration 55Q: 3 clusters Score -3.336572e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104180 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -33365718.000000 Penalty: 6095.027832
	Iteration 56Q: 3 clusters Score -3.336572e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 112996 members 
Entering Unmasked Estep 
Score: -33365712.000000 Penalty: 6095.027832
	Iteration 57Q: 3 clusters Score -3.336571e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104094 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -33365660.000000 Penalty: 6095.027832
	Iteration 58Q: 3 clusters Score -3.336566e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 113069 members 
Entering Unmasked Estep 
Score: -33365706.000000 Penalty: 6095.027832
	Iteration 59Q: 3 clusters Score -3.336571e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -33365784.000000 Penalty: 6095.027832
	Iteration 60F: 3 clusters Score -3.336578e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -33365772.000000 Penalty: 6095.027832
	Iteration 61Q: 3 clusters Score -3.336577e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -33365824.000000 Penalty: 6095.027832
	Iteration 62Q: 3 clusters Score -3.336582e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 113138 members 
Entering Unmasked Estep 
Score: -33365844.000000 Penalty: 6095.027832
	Iteration 63Q: 3 clusters Score -3.336584e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -33365862.000000 Penalty: 6095.027832
	Iteration 64Q: 3 clusters Score -3.336586e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103914 members 
Mstep: Class 2 contains 113240 members 
Entering Unmasked Estep 
Score: -33365846.000000 Penalty: 6095.027832
	Iteration 65Q: 3 clusters Score -3.336585e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 113262 members 
Entering Unmasked Estep 
Score: -33365900.000000 Penalty: 6095.027832
	Iteration 66Q: 3 clusters Score -3.33659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -33365948.000000 Penalty: 6095.027832
	Iteration 67Q: 3 clusters Score -3.336595e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -33365958.000000 Penalty: 6095.027832
	Iteration 68Q: 3 clusters Score -3.336596e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 113298 members 
Entering Unmasked Estep 
Score: -33365972.000000 Penalty: 6095.027832
	Iteration 69Q: 3 clusters Score -3.336597e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -33365986.000000 Penalty: 6095.027832
	Iteration 70Q: 3 clusters Score -3.336599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 113291 members 
Entering Unmasked Estep 
Score: -33365978.000000 Penalty: 6095.027832
	Iteration 71Q: 3 clusters Score -3.336598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -33366010.000000 Penalty: 6095.027832
	Iteration 72Q: 3 clusters Score -3.336601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -33366002.000000 Penalty: 6095.027832
	Iteration 73Q: 3 clusters Score -3.3366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -33366030.000000 Penalty: 6095.027832
	Iteration 74Q: 3 clusters Score -3.336603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -33366048.000000 Penalty: 6095.027832
	Iteration 75Q: 3 clusters Score -3.336605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -33366044.000000 Penalty: 6095.027832
	Iteration 76Q: 3 clusters Score -3.336604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -33366046.000000 Penalty: 6095.027832
	Iteration 77Q: 3 clusters Score -3.336605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103844 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -33366042.000000 Penalty: 6095.027832
	Iteration 78Q: 3 clusters Score -3.336604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -33366050.000000 Penalty: 6095.027832
	Iteration 79Q: 3 clusters Score -3.336605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -33366042.000000 Penalty: 6095.027832
	Iteration 80F: 3 clusters Score -3.336604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -33366056.000000 Penalty: 6095.027832
	Iteration 81Q: 3 clusters Score -3.336606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -33366054.000000 Penalty: 6095.027832
	Iteration 82Q: 3 clusters Score -3.336605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -33366052.000000 Penalty: 6095.027832
	Iteration 83Q: 3 clusters Score -3.336605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -33366048.000000 Penalty: 6095.027832
	Iteration 84Q: 3 clusters Score -3.336605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -33366048.000000 Penalty: 6095.027832
	Iteration 85F: 3 clusters Score -3.336605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 3426 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 911 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 13623 members 
Mstep: Class 32 contains 113302 members 
Entering Unmasked Estep 
Score: -104120800.000000 Penalty: 106781.664062
Splitting cluster 2 changes total score from -104094272.000000 to -104120800.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (155228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Entering Unmasked Estep 
Score: -23841048.000000 Penalty: 2964.257324
	Iteration 0F: 2 clusters Score -2.384105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -23765932.000000 Penalty: 5928.514648
	Iteration 0F: 3 clusters Score -2.376593e+07 nChanged 74189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -23808924.000000 Penalty: 5928.514648
	Iteration 1F: 3 clusters Score -2.380892e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -23810198.000000 Penalty: 5928.514648
	Iteration 2Q: 3 clusters Score -2.38102e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
Score: -23812234.000000 Penalty: 5928.514648
	Iteration 3Q: 3 clusters Score -2.381223e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -23814806.000000 Penalty: 5928.514648
	Iteration 4Q: 3 clusters Score -2.381481e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -23818386.000000 Penalty: 5928.514648
	Iteration 5Q: 3 clusters Score -2.381839e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -23823374.000000 Penalty: 5928.514648
	Iteration 6F: 3 clusters Score -2.382337e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -23830012.000000 Penalty: 5928.514648
	Iteration 7F: 3 clusters Score -2.383001e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -23837192.000000 Penalty: 5928.514648
	Iteration 8F: 3 clusters Score -2.383719e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -23842798.000000 Penalty: 5928.514648
	Iteration 9F: 3 clusters Score -2.38428e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -23845600.000000 Penalty: 5928.514648
	Iteration 10Q: 3 clusters Score -2.38456e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -23846672.000000 Penalty: 5928.514648
	Iteration 11Q: 3 clusters Score -2.384667e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -23847120.000000 Penalty: 5928.514648
	Iteration 12Q: 3 clusters Score -2.384712e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -23847504.000000 Penalty: 5928.514648
	Iteration 13Q: 3 clusters Score -2.38475e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -23847798.000000 Penalty: 5928.514648
	Iteration 14Q: 3 clusters Score -2.38478e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -23848150.000000 Penalty: 5928.514648
	Iteration 15Q: 3 clusters Score -2.384815e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94450 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -23848482.000000 Penalty: 5928.514648
	Iteration 16Q: 3 clusters Score -2.384848e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -23848790.000000 Penalty: 5928.514648
	Iteration 17Q: 3 clusters Score -2.384879e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -23849184.000000 Penalty: 5928.514648
	Iteration 18Q: 3 clusters Score -2.384918e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -23849480.000000 Penalty: 5928.514648
	Iteration 19Q: 3 clusters Score -2.384948e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -23849808.000000 Penalty: 5928.514648
	Iteration 20F: 3 clusters Score -2.384981e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -23850186.000000 Penalty: 5928.514648
	Iteration 21Q: 3 clusters Score -2.385019e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -23850530.000000 Penalty: 5928.514648
	Iteration 22Q: 3 clusters Score -2.385053e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -23851014.000000 Penalty: 5928.514648
	Iteration 23Q: 3 clusters Score -2.385101e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -23851366.000000 Penalty: 5928.514648
	Iteration 24Q: 3 clusters Score -2.385137e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -23851958.000000 Penalty: 5928.514648
	Iteration 25Q: 3 clusters Score -2.385196e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -23852532.000000 Penalty: 5928.514648
	Iteration 26Q: 3 clusters Score -2.385253e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -23853336.000000 Penalty: 5928.514648
	Iteration 27Q: 3 clusters Score -2.385334e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -23854146.000000 Penalty: 5928.514648
	Iteration 28Q: 3 clusters Score -2.385415e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -23854998.000000 Penalty: 5928.514648
	Iteration 29Q: 3 clusters Score -2.3855e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -23855700.000000 Penalty: 5928.514648
	Iteration 30Q: 3 clusters Score -2.38557e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -23856194.000000 Penalty: 5928.514648
	Iteration 31Q: 3 clusters Score -2.385619e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -23856636.000000 Penalty: 5928.514648
	Iteration 32Q: 3 clusters Score -2.385664e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -23856968.000000 Penalty: 5928.514648
	Iteration 33Q: 3 clusters Score -2.385697e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -23857266.000000 Penalty: 5928.514648
	Iteration 34Q: 3 clusters Score -2.385727e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -23857450.000000 Penalty: 5928.514648
	Iteration 35Q: 3 clusters Score -2.385745e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -23857496.000000 Penalty: 5928.514648
	Iteration 36Q: 3 clusters Score -2.38575e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -23857564.000000 Penalty: 5928.514648
	Iteration 37Q: 3 clusters Score -2.385756e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -23857774.000000 Penalty: 5928.514648
	Iteration 38Q: 3 clusters Score -2.385777e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -23857876.000000 Penalty: 5928.514648
	Iteration 39Q: 3 clusters Score -2.385788e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -23858174.000000 Penalty: 5928.514648
	Iteration 40F: 3 clusters Score -2.385817e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -23858214.000000 Penalty: 5928.514648
	Iteration 41Q: 3 clusters Score -2.385821e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -23858258.000000 Penalty: 5928.514648
	Iteration 42Q: 3 clusters Score -2.385826e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -23858354.000000 Penalty: 5928.514648
	Iteration 43Q: 3 clusters Score -2.385835e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -23857966.000000 Penalty: 5928.514648
	Iteration 44Q: 3 clusters Score -2.385797e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -23857652.000000 Penalty: 5928.514648
	Iteration 45Q: 3 clusters Score -2.385765e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -23856766.000000 Penalty: 5928.514648
	Iteration 46Q: 3 clusters Score -2.385677e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -23855518.000000 Penalty: 5928.514648
	Iteration 47Q: 3 clusters Score -2.385552e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -23853970.000000 Penalty: 5928.514648
	Iteration 48Q: 3 clusters Score -2.385397e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -23852036.000000 Penalty: 5928.514648
	Iteration 49Q: 3 clusters Score -2.385204e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -23849626.000000 Penalty: 5928.514648
	Iteration 50Q: 3 clusters Score -2.384963e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -23847466.000000 Penalty: 5928.514648
	Iteration 51Q: 3 clusters Score -2.384747e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 131550 members 
Entering Unmasked Estep 
Score: -23845632.000000 Penalty: 5928.514648
	Iteration 52Q: 3 clusters Score -2.384563e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 133428 members 
Entering Unmasked Estep 
Score: -23844286.000000 Penalty: 5928.514648
	Iteration 53Q: 3 clusters Score -2.384429e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 134758 members 
Entering Unmasked Estep 
Score: -23843316.000000 Penalty: 5928.514648
	Iteration 54Q: 3 clusters Score -2.384332e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -23842752.000000 Penalty: 5928.514648
	Iteration 55Q: 3 clusters Score -2.384275e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -23842220.000000 Penalty: 5928.514648
	Iteration 56Q: 3 clusters Score -2.384222e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -23841714.000000 Penalty: 5928.514648
	Iteration 57Q: 3 clusters Score -2.384171e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -23841404.000000 Penalty: 5928.514648
	Iteration 58Q: 3 clusters Score -2.38414e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 137810 members 
Entering Unmasked Estep 
Score: -23841130.000000 Penalty: 5928.514648
	Iteration 59Q: 3 clusters Score -2.384113e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 137964 members 
Entering Unmasked Estep 
Score: -23844244.000000 Penalty: 5928.514648
	Iteration 60F: 3 clusters Score -2.384424e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -23842464.000000 Penalty: 5928.514648
	Iteration 61Q: 3 clusters Score -2.384246e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -23840938.000000 Penalty: 5928.514648
	Iteration 62Q: 3 clusters Score -2.384094e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 148211 members 
Entering Unmasked Estep 
Score: -23839864.000000 Penalty: 5928.514648
	Iteration 63Q: 3 clusters Score -2.383986e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 150078 members 
Entering Unmasked Estep 
Score: -23839264.000000 Penalty: 5928.514648
	Iteration 64Q: 3 clusters Score -2.383926e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -23838950.000000 Penalty: 5928.514648
	Iteration 65Q: 3 clusters Score -2.383895e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -23838818.000000 Penalty: 5928.514648
	Iteration 66Q: 3 clusters Score -2.383882e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -23838660.000000 Penalty: 5928.514648
	Iteration 67Q: 3 clusters Score -2.383866e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 153901 members 
Entering Unmasked Estep 
Score: -23838666.000000 Penalty: 5928.514648
	Iteration 68Q: 3 clusters Score -2.383867e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 154247 members 
Entering Unmasked Estep 
Score: -23838654.000000 Penalty: 5928.514648
	Iteration 69Q: 3 clusters Score -2.383865e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -23838704.000000 Penalty: 5928.514648
	Iteration 70Q: 3 clusters Score -2.38387e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 154569 members 
Entering Unmasked Estep 
Score: -23838718.000000 Penalty: 5928.514648
	Iteration 71Q: 3 clusters Score -2.383872e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154646 members 
Entering Unmasked Estep 
Score: -23838742.000000 Penalty: 5928.514648
	Iteration 72Q: 3 clusters Score -2.383874e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 154695 members 
Entering Unmasked Estep 
Score: -23838732.000000 Penalty: 5928.514648
	Iteration 73Q: 3 clusters Score -2.383873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -23838780.000000 Penalty: 5928.514648
	Iteration 74Q: 3 clusters Score -2.383878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 154743 members 
Entering Unmasked Estep 
Score: -23838768.000000 Penalty: 5928.514648
	Iteration 75Q: 3 clusters Score -2.383877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 154758 members 
Entering Unmasked Estep 
Score: -23838780.000000 Penalty: 5928.514648
	Iteration 76Q: 3 clusters Score -2.383878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 154767 members 
Entering Unmasked Estep 
Score: -23838780.000000 Penalty: 5928.514648
	Iteration 77Q: 3 clusters Score -2.383878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 154780 members 
Entering Unmasked Estep 
Score: -23838782.000000 Penalty: 5928.514648
	Iteration 78Q: 3 clusters Score -2.383878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 154789 members 
Entering Unmasked Estep 
Score: -23838776.000000 Penalty: 5928.514648
	Iteration 79Q: 3 clusters Score -2.383878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -23838788.000000 Penalty: 5928.514648
	Iteration 80F: 3 clusters Score -2.383879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 154803 members 
Entering Unmasked Estep 
Score: -23838804.000000 Penalty: 5928.514648
	Iteration 81Q: 3 clusters Score -2.38388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -23838802.000000 Penalty: 5928.514648
	Iteration 82Q: 3 clusters Score -2.38388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -23838802.000000 Penalty: 5928.514648
	Iteration 83Q: 3 clusters Score -2.38388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -23838806.000000 Penalty: 5928.514648
	Iteration 84Q: 3 clusters Score -2.383881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -23838802.000000 Penalty: 5928.514648
	Iteration 85Q: 3 clusters Score -2.38388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -23838806.000000 Penalty: 5928.514648
	Iteration 86Q: 3 clusters Score -2.383881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -23838796.000000 Penalty: 5928.514648
	Iteration 87Q: 3 clusters Score -2.38388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -23838804.000000 Penalty: 5928.514648
	Iteration 88Q: 3 clusters Score -2.38388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -23838806.000000 Penalty: 5928.514648
	Iteration 89Q: 3 clusters Score -2.383881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -23838808.000000 Penalty: 5928.514648
	Iteration 90Q: 3 clusters Score -2.383881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -23838802.000000 Penalty: 5928.514648
	Iteration 91Q: 3 clusters Score -2.38388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -23838798.000000 Penalty: 5928.514648
	Iteration 92Q: 3 clusters Score -2.38388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -23838798.000000 Penalty: 5928.514648
	Iteration 93Q: 3 clusters Score -2.38388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -23838802.000000 Penalty: 5928.514648
	Iteration 94Q: 3 clusters Score -2.38388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -23838812.000000 Penalty: 5928.514648
	Iteration 95Q: 3 clusters Score -2.383881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -23838804.000000 Penalty: 5928.514648
	Iteration 96Q: 3 clusters Score -2.38388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -23838804.000000 Penalty: 5928.514648
	Iteration 97F: 3 clusters Score -2.38388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Entering Unmasked Estep 
Score: -4793805.500000 Penalty: 2564.959961
	Iteration 0F: 2 clusters Score -4793806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4772685.500000 Penalty: 5129.919922
	Iteration 0F: 3 clusters Score -4772686 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4780678.500000 Penalty: 5129.919922
	Iteration 1F: 3 clusters Score -4780678 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4781468.500000 Penalty: 5129.919922
	Iteration 2F: 3 clusters Score -4781468 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4782316.000000 Penalty: 5129.919922
	Iteration 3F: 3 clusters Score -4782316 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4783262.500000 Penalty: 5129.919922
	Iteration 4F: 3 clusters Score -4783262 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4784239.500000 Penalty: 5129.919922
	Iteration 5F: 3 clusters Score -4784240 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4785290.000000 Penalty: 5129.919922
	Iteration 6F: 3 clusters Score -4785290 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4786417.000000 Penalty: 5129.919922
	Iteration 7F: 3 clusters Score -4786417 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4787520.000000 Penalty: 5129.919922
	Iteration 8Q: 3 clusters Score -4787520 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4788436.000000 Penalty: 5129.919922
	Iteration 9Q: 3 clusters Score -4788436 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4789083.000000 Penalty: 5129.919922
	Iteration 10Q: 3 clusters Score -4789083 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4789546.000000 Penalty: 5129.919922
	Iteration 11Q: 3 clusters Score -4789546 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4789872.500000 Penalty: 5129.919922
	Iteration 12Q: 3 clusters Score -4789872 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4790167.000000 Penalty: 5129.919922
	Iteration 13Q: 3 clusters Score -4790167 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4790451.000000 Penalty: 5129.919922
	Iteration 14Q: 3 clusters Score -4790451 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4790702.500000 Penalty: 5129.919922
	Iteration 15Q: 3 clusters Score -4790702 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4790961.500000 Penalty: 5129.919922
	Iteration 16Q: 3 clusters Score -4790962 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4791207.000000 Penalty: 5129.919922
	Iteration 17Q: 3 clusters Score -4791207 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4791441.000000 Penalty: 5129.919922
	Iteration 18Q: 3 clusters Score -4791441 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4791594.500000 Penalty: 5129.919922
	Iteration 19Q: 3 clusters Score -4791594 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -4791732.000000 Penalty: 5129.919922
	Iteration 20F: 3 clusters Score -4791732 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4791831.000000 Penalty: 5129.919922
	Iteration 21Q: 3 clusters Score -4791831 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4791913.000000 Penalty: 5129.919922
	Iteration 22Q: 3 clusters Score -4791913 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4791974.500000 Penalty: 5129.919922
	Iteration 23Q: 3 clusters Score -4791974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4792014.500000 Penalty: 5129.919922
	Iteration 24Q: 3 clusters Score -4792014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4792036.000000 Penalty: 5129.919922
	Iteration 25Q: 3 clusters Score -4792036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4792048.500000 Penalty: 5129.919922
	Iteration 26Q: 3 clusters Score -4792048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4792071.500000 Penalty: 5129.919922
	Iteration 27Q: 3 clusters Score -4792072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4792089.500000 Penalty: 5129.919922
	Iteration 28Q: 3 clusters Score -4792090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4792108.500000 Penalty: 5129.919922
	Iteration 29Q: 3 clusters Score -4792108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4792116.500000 Penalty: 5129.919922
	Iteration 30Q: 3 clusters Score -4792116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4792115.500000 Penalty: 5129.919922
	Iteration 31Q: 3 clusters Score -4792116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -4792122.500000 Penalty: 5129.919922
	Iteration 32Q: 3 clusters Score -4792122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4792130.500000 Penalty: 5129.919922
	Iteration 33Q: 3 clusters Score -4792130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -4792127.500000 Penalty: 5129.919922
	Iteration 34Q: 3 clusters Score -4792128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4792146.500000 Penalty: 5129.919922
	Iteration 35Q: 3 clusters Score -4792146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4792144.500000 Penalty: 5129.919922
	Iteration 36Q: 3 clusters Score -4792144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4792151.500000 Penalty: 5129.919922
	Iteration 37Q: 3 clusters Score -4792152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4792157.500000 Penalty: 5129.919922
	Iteration 38Q: 3 clusters Score -4792158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4792161.000000 Penalty: 5129.919922
	Iteration 39Q: 3 clusters Score -4792161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4792154.500000 Penalty: 5129.919922
	Iteration 40F: 3 clusters Score -4792154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4792158.500000 Penalty: 5129.919922
	Iteration 41Q: 3 clusters Score -4792158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4792158.000000 Penalty: 5129.919922
	Iteration 42Q: 3 clusters Score -4792158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -4792154.000000 Penalty: 5129.919922
	Iteration 43Q: 3 clusters Score -4792154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4792159.000000 Penalty: 5129.919922
	Iteration 44Q: 3 clusters Score -4792159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -4792161.000000 Penalty: 5129.919922
	Iteration 45Q: 3 clusters Score -4792161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4792160.000000 Penalty: 5129.919922
	Iteration 46Q: 3 clusters Score -4792160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4792161.000000 Penalty: 5129.919922
	Iteration 47Q: 3 clusters Score -4792161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4792161.500000 Penalty: 5129.919922
	Iteration 48Q: 3 clusters Score -4792162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4792161.500000 Penalty: 5129.919922
	Iteration 49Q: 3 clusters Score -4792162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4792168.500000 Penalty: 5129.919922
	Iteration 50Q: 3 clusters Score -4792168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4792167.000000 Penalty: 5129.919922
	Iteration 51Q: 3 clusters Score -4792167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4792162.500000 Penalty: 5129.919922
	Iteration 52Q: 3 clusters Score -4792162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4792163.500000 Penalty: 5129.919922
	Iteration 53Q: 3 clusters Score -4792164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4792163.500000 Penalty: 5129.919922
	Iteration 54F: 3 clusters Score -4792164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -537837.812500 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -537837.8 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 1807 members 
Entering Unmasked Estep 
Score: -534187.562500 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -534187.6 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -534920.500000 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -534920.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -535101.500000 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -535101.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -535216.125000 Penalty: 4062.415771
	Iteration 3F: 3 clusters Score -535216.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -535294.625000 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -535294.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -535357.750000 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -535357.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -535412.000000 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -535412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -535473.937500 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -535473.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -535546.562500 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -535546.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -535646.500000 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -535646.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -535752.062500 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -535752.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -535844.437500 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -535844.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -535937.312500 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -535937.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -536021.500000 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -536021.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -536086.312500 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -536086.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -536150.187500 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -536150.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -536212.312500 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -536212.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -536255.250000 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -536255.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -536285.812500 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -536285.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -536311.625000 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -536311.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -536328.000000 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -536328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -536339.750000 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -536339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -536347.062500 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -536347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -536350.625000 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -536350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -536356.562500 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -536356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -536363.375000 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -536363.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -536371.812500 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -536371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -536377.375000 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -536377.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -536379.437500 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -536379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -536382.625000 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -536382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -536383.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -536383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -536383.875000 Penalty: 4062.415771
	Iteration 32F: 3 clusters Score -536383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -486968.062500 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -486968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -483409.875000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -483409.9 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -484238.500000 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -484238.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -484826.750000 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -484826.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -485754.593750 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -485754.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -486868.812500 Penalty: 4037.017822
	Iteration 4F: 3 clusters Score -486868.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -487732.156250 Penalty: 4037.017822
	Iteration 5F: 3 clusters Score -487732.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -488077.093750 Penalty: 4037.017822
	Iteration 6F: 3 clusters Score -488077.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -488259.531250 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -488259.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -488341.656250 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -488341.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -488384.343750 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -488384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -488400.531250 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -488400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -488403.625000 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -488403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -488404.781250 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -488404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -488404.781250 Penalty: 4037.017822
	Iteration 13F: 3 clusters Score -488404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 911 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 13623 members 
Mstep: Class 32 contains 113302 members 
Mstep: Class 33 contains 2354 members 
Entering Unmasked Estep 
Score: -104121008.000000 Penalty: 110118.593750
Splitting cluster 6 changes total score from -104094272.000000 to -104121008.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (27210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Entering Unmasked Estep 
Score: -4146344.500000 Penalty: 2532.412354
	Iteration 0F: 2 clusters Score -4146344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4127523.250000 Penalty: 5064.824707
	Iteration 0F: 3 clusters Score -4127523 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -4134292.000000 Penalty: 5064.824707
	Iteration 1F: 3 clusters Score -4134292 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4134733.750000 Penalty: 5064.824707
	Iteration 2F: 3 clusters Score -4134734 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4135083.500000 Penalty: 5064.824707
	Iteration 3Q: 3 clusters Score -4135084 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4135396.750000 Penalty: 5064.824707
	Iteration 4Q: 3 clusters Score -4135397 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4135767.000000 Penalty: 5064.824707
	Iteration 5Q: 3 clusters Score -4135767 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4136235.500000 Penalty: 5064.824707
	Iteration 6Q: 3 clusters Score -4136236 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4136892.000000 Penalty: 5064.824707
	Iteration 7Q: 3 clusters Score -4136892 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4137830.750000 Penalty: 5064.824707
	Iteration 8F: 3 clusters Score -4137831 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4139016.750000 Penalty: 5064.824707
	Iteration 9F: 3 clusters Score -4139017 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4140460.250000 Penalty: 5064.824707
	Iteration 10F: 3 clusters Score -4140460 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4141916.750000 Penalty: 5064.824707
	Iteration 11F: 3 clusters Score -4141917 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4142984.250000 Penalty: 5064.824707
	Iteration 12Q: 3 clusters Score -4142984 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4143510.000000 Penalty: 5064.824707
	Iteration 13Q: 3 clusters Score -4143510 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4143748.250000 Penalty: 5064.824707
	Iteration 14Q: 3 clusters Score -4143748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4143885.750000 Penalty: 5064.824707
	Iteration 15Q: 3 clusters Score -4143886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4143955.000000 Penalty: 5064.824707
	Iteration 16Q: 3 clusters Score -4143955 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4144009.250000 Penalty: 5064.824707
	Iteration 17Q: 3 clusters Score -4144009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4144030.750000 Penalty: 5064.824707
	Iteration 18Q: 3 clusters Score -4144031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4144045.000000 Penalty: 5064.824707
	Iteration 19Q: 3 clusters Score -4144045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4144061.250000 Penalty: 5064.824707
	Iteration 20F: 3 clusters Score -4144061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4144069.000000 Penalty: 5064.824707
	Iteration 21Q: 3 clusters Score -4144069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4144081.500000 Penalty: 5064.824707
	Iteration 22Q: 3 clusters Score -4144082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4144085.750000 Penalty: 5064.824707
	Iteration 23Q: 3 clusters Score -4144086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4144099.250000 Penalty: 5064.824707
	Iteration 24Q: 3 clusters Score -4144099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4144108.750000 Penalty: 5064.824707
	Iteration 25Q: 3 clusters Score -4144109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4144114.500000 Penalty: 5064.824707
	Iteration 26Q: 3 clusters Score -4144114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4144122.750000 Penalty: 5064.824707
	Iteration 27Q: 3 clusters Score -4144123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4144126.500000 Penalty: 5064.824707
	Iteration 28Q: 3 clusters Score -4144126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4144130.250000 Penalty: 5064.824707
	Iteration 29Q: 3 clusters Score -4144130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4144136.250000 Penalty: 5064.824707
	Iteration 30Q: 3 clusters Score -4144136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4144136.250000 Penalty: 5064.824707
	Iteration 31Q: 3 clusters Score -4144136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4144136.250000 Penalty: 5064.824707
	Iteration 32F: 3 clusters Score -4144136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Entering Unmasked Estep 
Score: -1457566.500000 Penalty: 2275.662842
	Iteration 0F: 2 clusters Score -1457566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1450047.625000 Penalty: 4551.325684
	Iteration 0F: 3 clusters Score -1450048 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1452171.875000 Penalty: 4551.325684
	Iteration 1F: 3 clusters Score -1452172 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1452479.000000 Penalty: 4551.325684
	Iteration 2F: 3 clusters Score -1452479 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1452720.750000 Penalty: 4551.325684
	Iteration 3F: 3 clusters Score -1452721 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1452977.375000 Penalty: 4551.325684
	Iteration 4Q: 3 clusters Score -1452977 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1453272.625000 Penalty: 4551.325684
	Iteration 5Q: 3 clusters Score -1453273 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1453613.875000 Penalty: 4551.325684
	Iteration 6Q: 3 clusters Score -1453614 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1453891.375000 Penalty: 4551.325684
	Iteration 7Q: 3 clusters Score -1453891 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1454144.750000 Penalty: 4551.325684
	Iteration 8Q: 3 clusters Score -1454145 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1454390.625000 Penalty: 4551.325684
	Iteration 9Q: 3 clusters Score -1454391 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1454622.250000 Penalty: 4551.325684
	Iteration 10Q: 3 clusters Score -1454622 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1454815.000000 Penalty: 4551.325684
	Iteration 11Q: 3 clusters Score -1454815 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1454980.375000 Penalty: 4551.325684
	Iteration 12Q: 3 clusters Score -1454980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1455111.250000 Penalty: 4551.325684
	Iteration 13Q: 3 clusters Score -1455111 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1455215.125000 Penalty: 4551.325684
	Iteration 14Q: 3 clusters Score -1455215 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1455305.000000 Penalty: 4551.325684
	Iteration 15Q: 3 clusters Score -1455305 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1455399.250000 Penalty: 4551.325684
	Iteration 16Q: 3 clusters Score -1455399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1455464.250000 Penalty: 4551.325684
	Iteration 17Q: 3 clusters Score -1455464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1455518.500000 Penalty: 4551.325684
	Iteration 18Q: 3 clusters Score -1455518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1455570.250000 Penalty: 4551.325684
	Iteration 19Q: 3 clusters Score -1455570 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1455631.125000 Penalty: 4551.325684
	Iteration 20F: 3 clusters Score -1455631 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1455710.250000 Penalty: 4551.325684
	Iteration 21Q: 3 clusters Score -1455710 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1455794.625000 Penalty: 4551.325684
	Iteration 22Q: 3 clusters Score -1455795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1455886.000000 Penalty: 4551.325684
	Iteration 23Q: 3 clusters Score -1455886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1455995.375000 Penalty: 4551.325684
	Iteration 24Q: 3 clusters Score -1455995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1456082.250000 Penalty: 4551.325684
	Iteration 25Q: 3 clusters Score -1456082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1456140.625000 Penalty: 4551.325684
	Iteration 26Q: 3 clusters Score -1456141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1456190.375000 Penalty: 4551.325684
	Iteration 27Q: 3 clusters Score -1456190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1456238.875000 Penalty: 4551.325684
	Iteration 28Q: 3 clusters Score -1456239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1456264.875000 Penalty: 4551.325684
	Iteration 29Q: 3 clusters Score -1456265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1456298.875000 Penalty: 4551.325684
	Iteration 30Q: 3 clusters Score -1456299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1456320.750000 Penalty: 4551.325684
	Iteration 31Q: 3 clusters Score -1456321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1456332.000000 Penalty: 4551.325684
	Iteration 32Q: 3 clusters Score -1456332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1456347.375000 Penalty: 4551.325684
	Iteration 33Q: 3 clusters Score -1456347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1456358.375000 Penalty: 4551.325684
	Iteration 34Q: 3 clusters Score -1456358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1456365.250000 Penalty: 4551.325684
	Iteration 35Q: 3 clusters Score -1456365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1456369.875000 Penalty: 4551.325684
	Iteration 36Q: 3 clusters Score -1456370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1456374.250000 Penalty: 4551.325684
	Iteration 37Q: 3 clusters Score -1456374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1456372.625000 Penalty: 4551.325684
	Iteration 38Q: 3 clusters Score -1456373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1456379.875000 Penalty: 4551.325684
	Iteration 39Q: 3 clusters Score -1456380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1456374.625000 Penalty: 4551.325684
	Iteration 40F: 3 clusters Score -1456375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1456375.875000 Penalty: 4551.325684
	Iteration 41Q: 3 clusters Score -1456376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1456382.500000 Penalty: 4551.325684
	Iteration 42Q: 3 clusters Score -1456382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1456386.625000 Penalty: 4551.325684
	Iteration 43Q: 3 clusters Score -1456387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1456390.125000 Penalty: 4551.325684
	Iteration 44Q: 3 clusters Score -1456390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1456395.375000 Penalty: 4551.325684
	Iteration 45Q: 3 clusters Score -1456395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1456396.625000 Penalty: 4551.325684
	Iteration 46Q: 3 clusters Score -1456397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1456397.375000 Penalty: 4551.325684
	Iteration 47Q: 3 clusters Score -1456397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1456400.375000 Penalty: 4551.325684
	Iteration 48Q: 3 clusters Score -1456400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1456401.000000 Penalty: 4551.325684
	Iteration 49Q: 3 clusters Score -1456401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1456398.125000 Penalty: 4551.325684
	Iteration 50Q: 3 clusters Score -1456398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1456401.875000 Penalty: 4551.325684
	Iteration 51Q: 3 clusters Score -1456402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1456408.000000 Penalty: 4551.325684
	Iteration 52Q: 3 clusters Score -1456408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1456409.125000 Penalty: 4551.325684
	Iteration 53Q: 3 clusters Score -1456409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1456411.000000 Penalty: 4551.325684
	Iteration 54Q: 3 clusters Score -1456411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1456409.375000 Penalty: 4551.325684
	Iteration 55Q: 3 clusters Score -1456409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1456409.375000 Penalty: 4551.325684
	Iteration 56F: 3 clusters Score -1456409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -414798.375000 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -414798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -411702.093750 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -411702.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -412463.593750 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -412463.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -412695.593750 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -412695.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -412857.250000 Penalty: 3935.696289
	Iteration 3F: 3 clusters Score -412857.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -412989.875000 Penalty: 3935.696289
	Iteration 4F: 3 clusters Score -412989.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -413064.125000 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -413064.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -413115.000000 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -413115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -413142.625000 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -413142.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -413168.500000 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -413168.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -413189.750000 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -413189.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -413207.531250 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -413207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -413221.125000 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -413221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -413232.500000 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -413232.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -413240.031250 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -413240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -413245.062500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -413245.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -413253.375000 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -413253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -413261.156250 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -413261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -413267.562500 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -413267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -413274.781250 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -413274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -413279.000000 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -413279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -413286.343750 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -413286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -413290.625000 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -413290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -413293.500000 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -413293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -413294.687500 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -413294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -413295.093750 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -413295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -413296.000000 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -413296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -413297.875000 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -413297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -413298.312500 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -413298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -413298.843750 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -413298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -413300.562500 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -413300.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -413301.531250 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -413301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -413302.812500 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -413302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -413304.406250 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -413304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -413306.437500 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -413306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -413307.937500 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -413307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -413307.937500 Penalty: 3935.696289
	Iteration 35F: 3 clusters Score -413307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -1033671.562500 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -1033672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1027994.687500 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -1027995 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1029669.562500 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -1029670 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1030178.062500 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -1030178 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1030606.687500 Penalty: 4388.575684
	Iteration 3F: 3 clusters Score -1030607 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1030962.062500 Penalty: 4388.575684
	Iteration 4F: 3 clusters Score -1030962 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1031282.375000 Penalty: 4388.575684
	Iteration 5F: 3 clusters Score -1031282 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1031567.562500 Penalty: 4388.575684
	Iteration 6F: 3 clusters Score -1031568 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1031848.937500 Penalty: 4388.575684
	Iteration 7Q: 3 clusters Score -1031849 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1032048.937500 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -1032049 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1032207.250000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -1032207 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1032375.062500 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -1032375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1032552.687500 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -1032553 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1032728.875000 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -1032729 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1032883.125000 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -1032883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1032972.562500 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -1032973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1033014.562500 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -1033015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1033033.250000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -1033033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1033046.312500 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -1033046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1033051.875000 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -1033052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1033055.250000 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -1033055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1033059.500000 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -1033060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1033060.687500 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -1033061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1033060.687500 Penalty: 4388.575684
	Iteration 22F: 3 clusters Score -1033061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -593951.937500 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -593951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -590136.312500 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -590136.3 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -591006.625000 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -591006.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -591215.875000 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -591215.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -591330.812500 Penalty: 4094.117188
	Iteration 3Q: 3 clusters Score -591330.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -591425.187500 Penalty: 4094.117188
	Iteration 4Q: 3 clusters Score -591425.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -591500.687500 Penalty: 4094.117188
	Iteration 5Q: 3 clusters Score -591500.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -591556.125000 Penalty: 4094.117188
	Iteration 6Q: 3 clusters Score -591556.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -591608.375000 Penalty: 4094.117188
	Iteration 7Q: 3 clusters Score -591608.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -591641.812500 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -591641.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -591679.562500 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -591679.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -591713.375000 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -591713.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -591735.250000 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -591735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -591751.125000 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -591751.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -591768.937500 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -591768.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -591787.437500 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -591787.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -591800.187500 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -591800.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -591816.062500 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -591816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -591827.875000 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -591827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -591839.937500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -591839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -591845.500000 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -591845.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -591856.625000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -591856.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -591867.250000 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -591867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -591875.187500 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -591875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -591883.562500 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -591883.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -591893.500000 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -591893.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -591902.250000 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -591902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -591914.375000 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -591914.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -591918.937500 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -591918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -591924.125000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -591924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -591925.875000 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -591925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -591927.937500 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -591927.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -591931.000000 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -591931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -591937.750000 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -591937.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -591942.062500 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -591942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -591946.125000 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -591946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -591950.125000 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -591950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -591952.750000 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -591952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -591952.812500 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -591952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -591952.562500 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -591952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -591953.875000 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -591953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -591954.937500 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -591954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -591957.625000 Penalty: 4094.117188
	Iteration 41Q: 3 clusters Score -591957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -591960.250000 Penalty: 4094.117188
	Iteration 42Q: 3 clusters Score -591960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -591964.875000 Penalty: 4094.117188
	Iteration 43Q: 3 clusters Score -591964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -591965.562500 Penalty: 4094.117188
	Iteration 44Q: 3 clusters Score -591965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -591967.500000 Penalty: 4094.117188
	Iteration 45Q: 3 clusters Score -591967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -591967.125000 Penalty: 4094.117188
	Iteration 46Q: 3 clusters Score -591967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -591967.125000 Penalty: 4094.117188
	Iteration 47F: 3 clusters Score -591967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -752623.937500 Penalty: 2119.498291
	Iteration 0F: 2 clusters Score -752623.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -748056.062500 Penalty: 4238.996582
	Iteration 0F: 3 clusters Score -748056.1 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -749355.312500 Penalty: 4238.996582
	Iteration 1F: 3 clusters Score -749355.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -749773.250000 Penalty: 4238.996582
	Iteration 2F: 3 clusters Score -749773.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -750117.437500 Penalty: 4238.996582
	Iteration 3F: 3 clusters Score -750117.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -750460.500000 Penalty: 4238.996582
	Iteration 4F: 3 clusters Score -750460.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -750752.000000 Penalty: 4238.996582
	Iteration 5Q: 3 clusters Score -750752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -750941.187500 Penalty: 4238.996582
	Iteration 6Q: 3 clusters Score -750941.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -751102.500000 Penalty: 4238.996582
	Iteration 7Q: 3 clusters Score -751102.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -751235.250000 Penalty: 4238.996582
	Iteration 8Q: 3 clusters Score -751235.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -751367.375000 Penalty: 4238.996582
	Iteration 9Q: 3 clusters Score -751367.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -751536.375000 Penalty: 4238.996582
	Iteration 10Q: 3 clusters Score -751536.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -751690.000000 Penalty: 4238.996582
	Iteration 11Q: 3 clusters Score -751690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -751798.250000 Penalty: 4238.996582
	Iteration 12Q: 3 clusters Score -751798.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -751885.625000 Penalty: 4238.996582
	Iteration 13Q: 3 clusters Score -751885.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -751944.875000 Penalty: 4238.996582
	Iteration 14Q: 3 clusters Score -751944.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -751978.000000 Penalty: 4238.996582
	Iteration 15Q: 3 clusters Score -751978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -752001.062500 Penalty: 4238.996582
	Iteration 16Q: 3 clusters Score -752001.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -752016.375000 Penalty: 4238.996582
	Iteration 17Q: 3 clusters Score -752016.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -752029.000000 Penalty: 4238.996582
	Iteration 18Q: 3 clusters Score -752029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -752036.562500 Penalty: 4238.996582
	Iteration 19Q: 3 clusters Score -752036.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -752044.937500 Penalty: 4238.996582
	Iteration 20F: 3 clusters Score -752044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -752049.562500 Penalty: 4238.996582
	Iteration 21Q: 3 clusters Score -752049.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -752054.187500 Penalty: 4238.996582
	Iteration 22Q: 3 clusters Score -752054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -752056.187500 Penalty: 4238.996582
	Iteration 23Q: 3 clusters Score -752056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -752057.687500 Penalty: 4238.996582
	Iteration 24Q: 3 clusters Score -752057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -752060.062500 Penalty: 4238.996582
	Iteration 25Q: 3 clusters Score -752060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -752060.062500 Penalty: 4238.996582
	Iteration 26F: 3 clusters Score -752060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Entering Unmasked Estep 
Score: -3463796.500000 Penalty: 2489.255127
	Iteration 0F: 2 clusters Score -3463796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3447964.250000 Penalty: 4978.510254
	Iteration 0F: 3 clusters Score -3447964 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3453346.500000 Penalty: 4978.510254
	Iteration 1F: 3 clusters Score -3453346 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3453873.500000 Penalty: 4978.510254
	Iteration 2F: 3 clusters Score -3453874 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3454424.000000 Penalty: 4978.510254
	Iteration 3F: 3 clusters Score -3454424 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3454978.000000 Penalty: 4978.510254
	Iteration 4F: 3 clusters Score -3454978 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3455611.750000 Penalty: 4978.510254
	Iteration 5F: 3 clusters Score -3455612 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3456359.750000 Penalty: 4978.510254
	Iteration 6F: 3 clusters Score -3456360 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3457134.000000 Penalty: 4978.510254
	Iteration 7F: 3 clusters Score -3457134 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3457857.750000 Penalty: 4978.510254
	Iteration 8F: 3 clusters Score -3457858 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3458435.250000 Penalty: 4978.510254
	Iteration 9Q: 3 clusters Score -3458435 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3458964.750000 Penalty: 4978.510254
	Iteration 10Q: 3 clusters Score -3458965 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3459426.500000 Penalty: 4978.510254
	Iteration 11Q: 3 clusters Score -3459426 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3459890.750000 Penalty: 4978.510254
	Iteration 12Q: 3 clusters Score -3459891 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3460349.000000 Penalty: 4978.510254
	Iteration 13Q: 3 clusters Score -3460349 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3460710.500000 Penalty: 4978.510254
	Iteration 14Q: 3 clusters Score -3460710 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3461002.500000 Penalty: 4978.510254
	Iteration 15Q: 3 clusters Score -3461002 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3461185.250000 Penalty: 4978.510254
	Iteration 16Q: 3 clusters Score -3461185 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3461325.500000 Penalty: 4978.510254
	Iteration 17Q: 3 clusters Score -3461326 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3461425.750000 Penalty: 4978.510254
	Iteration 18Q: 3 clusters Score -3461426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3461475.750000 Penalty: 4978.510254
	Iteration 19Q: 3 clusters Score -3461476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3461519.000000 Penalty: 4978.510254
	Iteration 20F: 3 clusters Score -3461519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3461564.000000 Penalty: 4978.510254
	Iteration 21Q: 3 clusters Score -3461564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3461594.250000 Penalty: 4978.510254
	Iteration 22Q: 3 clusters Score -3461594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3461617.750000 Penalty: 4978.510254
	Iteration 23Q: 3 clusters Score -3461618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3461647.750000 Penalty: 4978.510254
	Iteration 24Q: 3 clusters Score -3461648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3461658.750000 Penalty: 4978.510254
	Iteration 25Q: 3 clusters Score -3461659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3461676.750000 Penalty: 4978.510254
	Iteration 26Q: 3 clusters Score -3461677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3461677.250000 Penalty: 4978.510254
	Iteration 27Q: 3 clusters Score -3461677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3461685.750000 Penalty: 4978.510254
	Iteration 28Q: 3 clusters Score -3461686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3461688.000000 Penalty: 4978.510254
	Iteration 29Q: 3 clusters Score -3461688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3461696.000000 Penalty: 4978.510254
	Iteration 30Q: 3 clusters Score -3461696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3461697.250000 Penalty: 4978.510254
	Iteration 31Q: 3 clusters Score -3461697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3461698.500000 Penalty: 4978.510254
	Iteration 32Q: 3 clusters Score -3461698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3461698.500000 Penalty: 4978.510254
	Iteration 33Q: 3 clusters Score -3461698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3461698.750000 Penalty: 4978.510254
	Iteration 34Q: 3 clusters Score -3461699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3461696.750000 Penalty: 4978.510254
	Iteration 35Q: 3 clusters Score -3461697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3461696.750000 Penalty: 4978.510254
	Iteration 36F: 3 clusters Score -3461697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -551883.687500 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -551883.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -547926.812500 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -547926.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -549073.312500 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -549073.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -549509.750000 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -549509.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -549948.500000 Penalty: 4142.867188
	Iteration 3F: 3 clusters Score -549948.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -550361.625000 Penalty: 4142.867188
	Iteration 4F: 3 clusters Score -550361.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -550720.437500 Penalty: 4142.867188
	Iteration 5F: 3 clusters Score -550720.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -551029.562500 Penalty: 4142.867188
	Iteration 6F: 3 clusters Score -551029.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -551212.375000 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -551212.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -551314.687500 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -551314.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -551362.937500 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -551362.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -551398.562500 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -551398.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -551421.812500 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -551421.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -551450.437500 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -551450.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -551475.187500 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -551475.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -551503.562500 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -551503.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -551519.187500 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -551519.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -551524.750000 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -551524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -551527.625000 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -551527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -551527.437500 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -551527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -551527.250000 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -551527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -551528.062500 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -551528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -551528.125000 Penalty: 4142.867188
	Iteration 21Q: 3 clusters Score -551528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -551528.625000 Penalty: 4142.867188
	Iteration 22Q: 3 clusters Score -551528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -551528.875000 Penalty: 4142.867188
	Iteration 23Q: 3 clusters Score -551528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -551528.875000 Penalty: 4142.867188
	Iteration 24F: 3 clusters Score -551528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Entering Unmasked Estep 
Score: -2400331.750000 Penalty: 2411.582275
	Iteration 0F: 2 clusters Score -2400332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2388368.500000 Penalty: 4823.164551
	Iteration 0F: 3 clusters Score -2388368 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2392296.000000 Penalty: 4823.164551
	Iteration 1F: 3 clusters Score -2392296 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2392789.750000 Penalty: 4823.164551
	Iteration 2F: 3 clusters Score -2392790 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2393260.750000 Penalty: 4823.164551
	Iteration 3F: 3 clusters Score -2393261 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2393674.750000 Penalty: 4823.164551
	Iteration 4F: 3 clusters Score -2393675 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2394049.250000 Penalty: 4823.164551
	Iteration 5Q: 3 clusters Score -2394049 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2394401.750000 Penalty: 4823.164551
	Iteration 6Q: 3 clusters Score -2394402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2394733.500000 Penalty: 4823.164551
	Iteration 7Q: 3 clusters Score -2394734 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2395075.250000 Penalty: 4823.164551
	Iteration 8Q: 3 clusters Score -2395075 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2395442.500000 Penalty: 4823.164551
	Iteration 9Q: 3 clusters Score -2395442 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2395868.000000 Penalty: 4823.164551
	Iteration 10Q: 3 clusters Score -2395868 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2396323.250000 Penalty: 4823.164551
	Iteration 11Q: 3 clusters Score -2396323 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2396777.750000 Penalty: 4823.164551
	Iteration 12Q: 3 clusters Score -2396778 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2397202.750000 Penalty: 4823.164551
	Iteration 13Q: 3 clusters Score -2397203 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2397575.000000 Penalty: 4823.164551
	Iteration 14Q: 3 clusters Score -2397575 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2397917.500000 Penalty: 4823.164551
	Iteration 15Q: 3 clusters Score -2397918 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2398170.500000 Penalty: 4823.164551
	Iteration 16Q: 3 clusters Score -2398170 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2398391.000000 Penalty: 4823.164551
	Iteration 17Q: 3 clusters Score -2398391 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2398525.500000 Penalty: 4823.164551
	Iteration 18Q: 3 clusters Score -2398526 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2398625.000000 Penalty: 4823.164551
	Iteration 19Q: 3 clusters Score -2398625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2398699.250000 Penalty: 4823.164551
	Iteration 20F: 3 clusters Score -2398699 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2398755.250000 Penalty: 4823.164551
	Iteration 21Q: 3 clusters Score -2398755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2398796.000000 Penalty: 4823.164551
	Iteration 22Q: 3 clusters Score -2398796 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2398829.250000 Penalty: 4823.164551
	Iteration 23Q: 3 clusters Score -2398829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2398872.500000 Penalty: 4823.164551
	Iteration 24Q: 3 clusters Score -2398872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2398901.250000 Penalty: 4823.164551
	Iteration 25Q: 3 clusters Score -2398901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2398927.500000 Penalty: 4823.164551
	Iteration 26Q: 3 clusters Score -2398928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2398950.500000 Penalty: 4823.164551
	Iteration 27Q: 3 clusters Score -2398950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2398970.750000 Penalty: 4823.164551
	Iteration 28Q: 3 clusters Score -2398971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2398991.750000 Penalty: 4823.164551
	Iteration 29Q: 3 clusters Score -2398992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2399021.250000 Penalty: 4823.164551
	Iteration 30Q: 3 clusters Score -2399021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2399027.750000 Penalty: 4823.164551
	Iteration 31Q: 3 clusters Score -2399028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2399048.000000 Penalty: 4823.164551
	Iteration 32Q: 3 clusters Score -2399048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2399056.000000 Penalty: 4823.164551
	Iteration 33Q: 3 clusters Score -2399056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2399064.250000 Penalty: 4823.164551
	Iteration 34Q: 3 clusters Score -2399064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2399079.500000 Penalty: 4823.164551
	Iteration 35Q: 3 clusters Score -2399080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2399086.250000 Penalty: 4823.164551
	Iteration 36Q: 3 clusters Score -2399086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2399092.750000 Penalty: 4823.164551
	Iteration 37Q: 3 clusters Score -2399093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2399103.750000 Penalty: 4823.164551
	Iteration 38Q: 3 clusters Score -2399104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2399113.500000 Penalty: 4823.164551
	Iteration 39Q: 3 clusters Score -2399114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2399126.250000 Penalty: 4823.164551
	Iteration 40F: 3 clusters Score -2399126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2399139.000000 Penalty: 4823.164551
	Iteration 41Q: 3 clusters Score -2399139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2399137.750000 Penalty: 4823.164551
	Iteration 42Q: 3 clusters Score -2399138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2399146.000000 Penalty: 4823.164551
	Iteration 43Q: 3 clusters Score -2399146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2399154.000000 Penalty: 4823.164551
	Iteration 44Q: 3 clusters Score -2399154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2399156.750000 Penalty: 4823.164551
	Iteration 45Q: 3 clusters Score -2399157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2399156.000000 Penalty: 4823.164551
	Iteration 46Q: 3 clusters Score -2399156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2399160.000000 Penalty: 4823.164551
	Iteration 47Q: 3 clusters Score -2399160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2399159.000000 Penalty: 4823.164551
	Iteration 48Q: 3 clusters Score -2399159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2399159.000000 Penalty: 4823.164551
	Iteration 49F: 3 clusters Score -2399159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Entering Unmasked Estep 
Score: -2319425.750000 Penalty: 2388.477295
	Iteration 0F: 2 clusters Score -2319426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2308492.500000 Penalty: 4776.954590
	Iteration 0F: 3 clusters Score -2308492 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2312072.000000 Penalty: 4776.954590
	Iteration 1F: 3 clusters Score -2312072 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2312650.750000 Penalty: 4776.954590
	Iteration 2F: 3 clusters Score -2312651 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2313315.500000 Penalty: 4776.954590
	Iteration 3F: 3 clusters Score -2313316 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2314179.250000 Penalty: 4776.954590
	Iteration 4F: 3 clusters Score -2314179 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2315236.500000 Penalty: 4776.954590
	Iteration 5F: 3 clusters Score -2315236 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2316241.500000 Penalty: 4776.954590
	Iteration 6F: 3 clusters Score -2316242 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2316898.750000 Penalty: 4776.954590
	Iteration 7F: 3 clusters Score -2316899 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2317249.250000 Penalty: 4776.954590
	Iteration 8Q: 3 clusters Score -2317249 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2317460.750000 Penalty: 4776.954590
	Iteration 9Q: 3 clusters Score -2317461 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2317599.250000 Penalty: 4776.954590
	Iteration 10Q: 3 clusters Score -2317599 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2317694.500000 Penalty: 4776.954590
	Iteration 11Q: 3 clusters Score -2317694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2317742.500000 Penalty: 4776.954590
	Iteration 12Q: 3 clusters Score -2317742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2317783.250000 Penalty: 4776.954590
	Iteration 13Q: 3 clusters Score -2317783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2317816.250000 Penalty: 4776.954590
	Iteration 14Q: 3 clusters Score -2317816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2317836.250000 Penalty: 4776.954590
	Iteration 15Q: 3 clusters Score -2317836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2317870.000000 Penalty: 4776.954590
	Iteration 16Q: 3 clusters Score -2317870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2317882.500000 Penalty: 4776.954590
	Iteration 17Q: 3 clusters Score -2317882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2317890.750000 Penalty: 4776.954590
	Iteration 18Q: 3 clusters Score -2317891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2317890.500000 Penalty: 4776.954590
	Iteration 19Q: 3 clusters Score -2317890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2317899.500000 Penalty: 4776.954590
	Iteration 20F: 3 clusters Score -2317900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2317905.500000 Penalty: 4776.954590
	Iteration 21Q: 3 clusters Score -2317906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2317918.500000 Penalty: 4776.954590
	Iteration 22Q: 3 clusters Score -2317918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2317925.250000 Penalty: 4776.954590
	Iteration 23Q: 3 clusters Score -2317925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2317936.750000 Penalty: 4776.954590
	Iteration 24Q: 3 clusters Score -2317937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2317943.000000 Penalty: 4776.954590
	Iteration 25Q: 3 clusters Score -2317943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2317951.500000 Penalty: 4776.954590
	Iteration 26Q: 3 clusters Score -2317952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2317959.500000 Penalty: 4776.954590
	Iteration 27Q: 3 clusters Score -2317960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2317971.750000 Penalty: 4776.954590
	Iteration 28Q: 3 clusters Score -2317972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2317985.000000 Penalty: 4776.954590
	Iteration 29Q: 3 clusters Score -2317985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2317987.750000 Penalty: 4776.954590
	Iteration 30Q: 3 clusters Score -2317988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2317995.750000 Penalty: 4776.954590
	Iteration 31Q: 3 clusters Score -2317996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2318000.250000 Penalty: 4776.954590
	Iteration 32Q: 3 clusters Score -2318000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2318001.000000 Penalty: 4776.954590
	Iteration 33Q: 3 clusters Score -2318001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2318011.500000 Penalty: 4776.954590
	Iteration 34Q: 3 clusters Score -2318012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2318014.000000 Penalty: 4776.954590
	Iteration 35Q: 3 clusters Score -2318014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2318011.750000 Penalty: 4776.954590
	Iteration 36Q: 3 clusters Score -2318012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2318007.250000 Penalty: 4776.954590
	Iteration 37Q: 3 clusters Score -2318007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2318015.250000 Penalty: 4776.954590
	Iteration 38Q: 3 clusters Score -2318015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2318019.750000 Penalty: 4776.954590
	Iteration 39Q: 3 clusters Score -2318020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2318026.000000 Penalty: 4776.954590
	Iteration 40F: 3 clusters Score -2318026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2318031.500000 Penalty: 4776.954590
	Iteration 41Q: 3 clusters Score -2318032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2318039.750000 Penalty: 4776.954590
	Iteration 42Q: 3 clusters Score -2318040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2318046.500000 Penalty: 4776.954590
	Iteration 43Q: 3 clusters Score -2318046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2318047.250000 Penalty: 4776.954590
	Iteration 44Q: 3 clusters Score -2318047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2318051.250000 Penalty: 4776.954590
	Iteration 45Q: 3 clusters Score -2318051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2318052.000000 Penalty: 4776.954590
	Iteration 46Q: 3 clusters Score -2318052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2318051.250000 Penalty: 4776.954590
	Iteration 47Q: 3 clusters Score -2318051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2318052.000000 Penalty: 4776.954590
	Iteration 48Q: 3 clusters Score -2318052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2318061.500000 Penalty: 4776.954590
	Iteration 49Q: 3 clusters Score -2318062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2318064.250000 Penalty: 4776.954590
	Iteration 50Q: 3 clusters Score -2318064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2318068.500000 Penalty: 4776.954590
	Iteration 51Q: 3 clusters Score -2318068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2318076.000000 Penalty: 4776.954590
	Iteration 52Q: 3 clusters Score -2318076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2318084.250000 Penalty: 4776.954590
	Iteration 53Q: 3 clusters Score -2318084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2318085.750000 Penalty: 4776.954590
	Iteration 54Q: 3 clusters Score -2318086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2318087.500000 Penalty: 4776.954590
	Iteration 55Q: 3 clusters Score -2318088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2318091.500000 Penalty: 4776.954590
	Iteration 56Q: 3 clusters Score -2318092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2318100.500000 Penalty: 4776.954590
	Iteration 57Q: 3 clusters Score -2318100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2318101.500000 Penalty: 4776.954590
	Iteration 58Q: 3 clusters Score -2318102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2318104.500000 Penalty: 4776.954590
	Iteration 59Q: 3 clusters Score -2318104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2318106.000000 Penalty: 4776.954590
	Iteration 60F: 3 clusters Score -2318106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2318107.000000 Penalty: 4776.954590
	Iteration 61Q: 3 clusters Score -2318107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2318117.000000 Penalty: 4776.954590
	Iteration 62Q: 3 clusters Score -2318117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2318123.250000 Penalty: 4776.954590
	Iteration 63Q: 3 clusters Score -2318123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2318132.500000 Penalty: 4776.954590
	Iteration 64Q: 3 clusters Score -2318132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2318141.750000 Penalty: 4776.954590
	Iteration 65Q: 3 clusters Score -2318142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2318151.500000 Penalty: 4776.954590
	Iteration 66Q: 3 clusters Score -2318152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2318158.750000 Penalty: 4776.954590
	Iteration 67Q: 3 clusters Score -2318159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2318162.500000 Penalty: 4776.954590
	Iteration 68Q: 3 clusters Score -2318162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2318166.500000 Penalty: 4776.954590
	Iteration 69Q: 3 clusters Score -2318166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2318175.250000 Penalty: 4776.954590
	Iteration 70Q: 3 clusters Score -2318175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2318185.750000 Penalty: 4776.954590
	Iteration 71Q: 3 clusters Score -2318186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2318209.750000 Penalty: 4776.954590
	Iteration 72Q: 3 clusters Score -2318210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2318225.500000 Penalty: 4776.954590
	Iteration 73Q: 3 clusters Score -2318226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2318249.000000 Penalty: 4776.954590
	Iteration 74Q: 3 clusters Score -2318249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2318266.500000 Penalty: 4776.954590
	Iteration 75Q: 3 clusters Score -2318266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2318285.000000 Penalty: 4776.954590
	Iteration 76Q: 3 clusters Score -2318285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2318315.500000 Penalty: 4776.954590
	Iteration 77Q: 3 clusters Score -2318316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2318378.750000 Penalty: 4776.954590
	Iteration 78Q: 3 clusters Score -2318379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2318495.000000 Penalty: 4776.954590
	Iteration 79Q: 3 clusters Score -2318495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2318598.750000 Penalty: 4776.954590
	Iteration 80F: 3 clusters Score -2318599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2318671.000000 Penalty: 4776.954590
	Iteration 81Q: 3 clusters Score -2318671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2318711.250000 Penalty: 4776.954590
	Iteration 82Q: 3 clusters Score -2318711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2318728.000000 Penalty: 4776.954590
	Iteration 83Q: 3 clusters Score -2318728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2318755.750000 Penalty: 4776.954590
	Iteration 84Q: 3 clusters Score -2318756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2318762.750000 Penalty: 4776.954590
	Iteration 85Q: 3 clusters Score -2318763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2318769.500000 Penalty: 4776.954590
	Iteration 86Q: 3 clusters Score -2318770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2318769.000000 Penalty: 4776.954590
	Iteration 87Q: 3 clusters Score -2318769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2318770.000000 Penalty: 4776.954590
	Iteration 88Q: 3 clusters Score -2318770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2318770.000000 Penalty: 4776.954590
	Iteration 89Q: 3 clusters Score -2318770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2318769.500000 Penalty: 4776.954590
	Iteration 90Q: 3 clusters Score -2318770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2318769.500000 Penalty: 4776.954590
	Iteration 91F: 3 clusters Score -2318770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -321307.406250 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -321307.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -318599.375000 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -318599.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -319087.031250 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -319087 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -319263.187500 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -319263.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -319392.375000 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -319392.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -319508.343750 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -319508.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -319611.593750 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -319611.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -319701.281250 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -319701.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -319784.125000 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -319784.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -319856.312500 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -319856.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -319909.968750 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -319910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -319945.875000 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -319945.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -319969.343750 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -319969.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -319984.781250 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -319984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -319994.062500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -319994.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -320001.000000 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -320001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -320004.250000 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -320004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -320005.968750 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -320006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -320007.656250 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -320007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -320009.156250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -320009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320010.718750 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -320010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320012.500000 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -320012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -320013.750000 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -320013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -320013.750000 Penalty: 3802.910400
	Iteration 22F: 3 clusters Score -320013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -286764.531250 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -286764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -284152.062500 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -284152.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286370.593750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -286370.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -288729.687500 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -288729.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -290526.718750 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -290526.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -291757.343750 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -291757.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -291887.468750 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -291887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291946.687500 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -291946.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -292008.593750 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -292008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292035.250000 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -292035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -292055.312500 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -292055.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -292081.593750 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -292081.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -292113.562500 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -292113.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -292165.156250 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -292165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -292199.218750 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -292199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -292229.250000 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -292229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -292253.218750 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -292253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292275.093750 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -292275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -292301.593750 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -292301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -292319.875000 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -292319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -292332.687500 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -292332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -292411.875000 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -292411.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -292480.875000 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -292480.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -292529.562500 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -292529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -292567.531250 Penalty: 3832.857422
	Iteration 23Q: 3 clusters Score -292567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -292586.625000 Penalty: 3832.857422
	Iteration 24Q: 3 clusters Score -292586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -292597.718750 Penalty: 3832.857422
	Iteration 25Q: 3 clusters Score -292597.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -292601.000000 Penalty: 3832.857422
	Iteration 26Q: 3 clusters Score -292601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -292604.187500 Penalty: 3832.857422
	Iteration 27Q: 3 clusters Score -292604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -292611.218750 Penalty: 3832.857422
	Iteration 28Q: 3 clusters Score -292611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -292615.312500 Penalty: 3832.857422
	Iteration 29Q: 3 clusters Score -292615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -292615.875000 Penalty: 3832.857422
	Iteration 30Q: 3 clusters Score -292615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -292622.000000 Penalty: 3832.857422
	Iteration 31F: 3 clusters Score -292622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -292639.656250 Penalty: 3832.857422
	Iteration 32Q: 3 clusters Score -292639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -292663.937500 Penalty: 3832.857422
	Iteration 33Q: 3 clusters Score -292663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -292706.156250 Penalty: 3832.857422
	Iteration 34Q: 3 clusters Score -292706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -292763.031250 Penalty: 3832.857422
	Iteration 35Q: 3 clusters Score -292763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -292794.718750 Penalty: 3832.857422
	Iteration 36Q: 3 clusters Score -292794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -292839.593750 Penalty: 3832.857422
	Iteration 37Q: 3 clusters Score -292839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -292875.406250 Penalty: 3832.857422
	Iteration 38Q: 3 clusters Score -292875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -292901.062500 Penalty: 3832.857422
	Iteration 39Q: 3 clusters Score -292901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -292964.625000 Penalty: 3832.857422
	Iteration 40F: 3 clusters Score -292964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -293078.781250 Penalty: 3832.857422
	Iteration 41Q: 3 clusters Score -293078.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -293101.468750 Penalty: 3832.857422
	Iteration 42Q: 3 clusters Score -293101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -293112.812500 Penalty: 3832.857422
	Iteration 43Q: 3 clusters Score -293112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -293122.031250 Penalty: 3832.857422
	Iteration 44Q: 3 clusters Score -293122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -293127.437500 Penalty: 3832.857422
	Iteration 45Q: 3 clusters Score -293127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -293143.718750 Penalty: 3832.857422
	Iteration 46Q: 3 clusters Score -293143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -293163.375000 Penalty: 3832.857422
	Iteration 47Q: 3 clusters Score -293163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -293185.593750 Penalty: 3832.857422
	Iteration 48Q: 3 clusters Score -293185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -293193.875000 Penalty: 3832.857422
	Iteration 49Q: 3 clusters Score -293193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -293202.562500 Penalty: 3832.857422
	Iteration 50Q: 3 clusters Score -293202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -293215.218750 Penalty: 3832.857422
	Iteration 51Q: 3 clusters Score -293215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -293229.125000 Penalty: 3832.857422
	Iteration 52Q: 3 clusters Score -293229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -293230.812500 Penalty: 3832.857422
	Iteration 53Q: 3 clusters Score -293230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -293296.218750 Penalty: 3832.857422
	Iteration 54F: 3 clusters Score -293296.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -293846.781250 Penalty: 3832.857422
	Iteration 55Q: 3 clusters Score -293846.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -295519.906250 Penalty: 3832.857422
	Iteration 56Q: 3 clusters Score -295519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -295519.906250 Penalty: 3832.857422
	Iteration 57F: 3 clusters Score -295519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 911 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 13623 members 
Mstep: Class 32 contains 113302 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 780 members 
Entering Unmasked Estep 
Score: -104127936.000000 Penalty: 113455.515625
Splitting cluster 18 changes total score from -104094272.000000 to -104127936.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -289813.781250 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -289813.8 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 955 members 
Entering Unmasked Estep 
Score: -287293.281250 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -287293.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287709.093750 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -287709.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -287815.062500 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -287815.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -287866.812500 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -287866.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -287899.031250 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -287899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287929.093750 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -287929.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287946.718750 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -287946.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287957.468750 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -287957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287966.906250 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -287966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287973.125000 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -287973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287978.406250 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -287978.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287981.437500 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -287981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287983.468750 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -287983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287984.875000 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -287984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287984.875000 Penalty: 3740.937988
	Iteration 14F: 3 clusters Score -287984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -116948.484375 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -116948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115247.531250 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -115247.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115928.343750 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -115928.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116333.906250 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -116333.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116669.929688 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -116669.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -116850.859375 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -116850.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -116904.343750 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -116904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -116931.718750 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -116931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116939.875000 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -116939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -116948.304688 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -116948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -116953.664062 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -116953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116954.703125 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -116954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116954.703125 Penalty: 3380.013184
	Iteration 11F: 3 clusters Score -116954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 246 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 13623 members 
Mstep: Class 32 contains 113302 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 665 members 
Entering Unmasked Estep 
Score: -104126624.000000 Penalty: 116792.445312
Splitting cluster 20 changes total score from -104094272.000000 to -104126624.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -388591.406250 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -388591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -385547.187500 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -385547.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -386456.750000 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -386456.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -386812.968750 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -386813 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -387046.968750 Penalty: 3935.873779
	Iteration 3F: 3 clusters Score -387047 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -387196.812500 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -387196.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -387303.187500 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -387303.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -387403.656250 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -387403.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -387466.000000 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -387466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -387517.468750 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -387517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -387550.093750 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -387550.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -387566.937500 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -387566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -387575.937500 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -387575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -387586.593750 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -387586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -387595.968750 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -387596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -387603.937500 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -387603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -387609.875000 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -387609.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -387621.718750 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -387621.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -387635.343750 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -387635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -387644.687500 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -387644.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -387650.500000 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -387650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -387654.031250 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -387654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -387655.968750 Penalty: 3935.873779
	Iteration 21Q: 3 clusters Score -387656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -387660.562500 Penalty: 3935.873779
	Iteration 22Q: 3 clusters Score -387660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -387664.000000 Penalty: 3935.873779
	Iteration 23Q: 3 clusters Score -387664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -387666.312500 Penalty: 3935.873779
	Iteration 24Q: 3 clusters Score -387666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -387669.968750 Penalty: 3935.873779
	Iteration 25Q: 3 clusters Score -387670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -387672.468750 Penalty: 3935.873779
	Iteration 26Q: 3 clusters Score -387672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -387674.593750 Penalty: 3935.873779
	Iteration 27Q: 3 clusters Score -387674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -387675.531250 Penalty: 3935.873779
	Iteration 28Q: 3 clusters Score -387675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -387676.656250 Penalty: 3935.873779
	Iteration 29Q: 3 clusters Score -387676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -387676.656250 Penalty: 3935.873779
	Iteration 30F: 3 clusters Score -387676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -661168.562500 Penalty: 2088.711426
	Iteration 0F: 2 clusters Score -661168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -656913.125000 Penalty: 4177.422852
	Iteration 0F: 3 clusters Score -656913.1 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -657935.812500 Penalty: 4177.422852
	Iteration 1F: 3 clusters Score -657935.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -658201.625000 Penalty: 4177.422852
	Iteration 2F: 3 clusters Score -658201.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -658390.125000 Penalty: 4177.422852
	Iteration 3F: 3 clusters Score -658390.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -658527.187500 Penalty: 4177.422852
	Iteration 4Q: 3 clusters Score -658527.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -658634.687500 Penalty: 4177.422852
	Iteration 5Q: 3 clusters Score -658634.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -658708.687500 Penalty: 4177.422852
	Iteration 6Q: 3 clusters Score -658708.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -658769.000000 Penalty: 4177.422852
	Iteration 7Q: 3 clusters Score -658769 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -658848.750000 Penalty: 4177.422852
	Iteration 8Q: 3 clusters Score -658848.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -658923.812500 Penalty: 4177.422852
	Iteration 9Q: 3 clusters Score -658923.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -658996.625000 Penalty: 4177.422852
	Iteration 10Q: 3 clusters Score -658996.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -659086.500000 Penalty: 4177.422852
	Iteration 11Q: 3 clusters Score -659086.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -659173.437500 Penalty: 4177.422852
	Iteration 12Q: 3 clusters Score -659173.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -659230.875000 Penalty: 4177.422852
	Iteration 13Q: 3 clusters Score -659230.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -659306.062500 Penalty: 4177.422852
	Iteration 14Q: 3 clusters Score -659306.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -659369.750000 Penalty: 4177.422852
	Iteration 15Q: 3 clusters Score -659369.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -659413.250000 Penalty: 4177.422852
	Iteration 16Q: 3 clusters Score -659413.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -659450.250000 Penalty: 4177.422852
	Iteration 17Q: 3 clusters Score -659450.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -659486.437500 Penalty: 4177.422852
	Iteration 18Q: 3 clusters Score -659486.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -659515.937500 Penalty: 4177.422852
	Iteration 19Q: 3 clusters Score -659515.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -659538.687500 Penalty: 4177.422852
	Iteration 20F: 3 clusters Score -659538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -659555.562500 Penalty: 4177.422852
	Iteration 21Q: 3 clusters Score -659555.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -659569.375000 Penalty: 4177.422852
	Iteration 22Q: 3 clusters Score -659569.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -659584.125000 Penalty: 4177.422852
	Iteration 23Q: 3 clusters Score -659584.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -659600.125000 Penalty: 4177.422852
	Iteration 24Q: 3 clusters Score -659600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -659615.875000 Penalty: 4177.422852
	Iteration 25Q: 3 clusters Score -659615.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -659632.000000 Penalty: 4177.422852
	Iteration 26Q: 3 clusters Score -659632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -659649.437500 Penalty: 4177.422852
	Iteration 27Q: 3 clusters Score -659649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -659658.937500 Penalty: 4177.422852
	Iteration 28Q: 3 clusters Score -659658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -659663.625000 Penalty: 4177.422852
	Iteration 29Q: 3 clusters Score -659663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -659668.750000 Penalty: 4177.422852
	Iteration 30Q: 3 clusters Score -659668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -659673.687500 Penalty: 4177.422852
	Iteration 31Q: 3 clusters Score -659673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -659678.125000 Penalty: 4177.422852
	Iteration 32Q: 3 clusters Score -659678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -659682.312500 Penalty: 4177.422852
	Iteration 33Q: 3 clusters Score -659682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -659685.625000 Penalty: 4177.422852
	Iteration 34Q: 3 clusters Score -659685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -659689.812500 Penalty: 4177.422852
	Iteration 35Q: 3 clusters Score -659689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -659694.562500 Penalty: 4177.422852
	Iteration 36Q: 3 clusters Score -659694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -659698.625000 Penalty: 4177.422852
	Iteration 37Q: 3 clusters Score -659698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -659700.812500 Penalty: 4177.422852
	Iteration 38Q: 3 clusters Score -659700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -659701.500000 Penalty: 4177.422852
	Iteration 39Q: 3 clusters Score -659701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -659702.250000 Penalty: 4177.422852
	Iteration 40F: 3 clusters Score -659702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Entering Unmasked Estep 
Score: -6138925.500000 Penalty: 2631.657959
	Iteration 0F: 2 clusters Score -6138926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -6111407.000000 Penalty: 5263.315918
	Iteration 0F: 3 clusters Score -6111407 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -6121835.500000 Penalty: 5263.315918
	Iteration 1F: 3 clusters Score -6121836 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -6122524.000000 Penalty: 5263.315918
	Iteration 2Q: 3 clusters Score -6122524 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -6123492.500000 Penalty: 5263.315918
	Iteration 3Q: 3 clusters Score -6123492 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6124833.000000 Penalty: 5263.315918
	Iteration 4F: 3 clusters Score -6124833 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6126762.000000 Penalty: 5263.315918
	Iteration 5F: 3 clusters Score -6126762 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -6129235.000000 Penalty: 5263.315918
	Iteration 6F: 3 clusters Score -6129235 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6131912.500000 Penalty: 5263.315918
	Iteration 7F: 3 clusters Score -6131912 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6134053.000000 Penalty: 5263.315918
	Iteration 8F: 3 clusters Score -6134053 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6135305.000000 Penalty: 5263.315918
	Iteration 9Q: 3 clusters Score -6135305 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -6136026.000000 Penalty: 5263.315918
	Iteration 10Q: 3 clusters Score -6136026 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -6136355.500000 Penalty: 5263.315918
	Iteration 11Q: 3 clusters Score -6136356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -6136490.500000 Penalty: 5263.315918
	Iteration 12Q: 3 clusters Score -6136490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -6136575.000000 Penalty: 5263.315918
	Iteration 13Q: 3 clusters Score -6136575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6136621.500000 Penalty: 5263.315918
	Iteration 14Q: 3 clusters Score -6136622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6136658.000000 Penalty: 5263.315918
	Iteration 15Q: 3 clusters Score -6136658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -6136696.500000 Penalty: 5263.315918
	Iteration 16Q: 3 clusters Score -6136696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -6136713.000000 Penalty: 5263.315918
	Iteration 17Q: 3 clusters Score -6136713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -6136738.000000 Penalty: 5263.315918
	Iteration 18Q: 3 clusters Score -6136738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -6136753.000000 Penalty: 5263.315918
	Iteration 19Q: 3 clusters Score -6136753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -6136751.500000 Penalty: 5263.315918
	Iteration 20F: 3 clusters Score -6136752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -6136760.000000 Penalty: 5263.315918
	Iteration 21Q: 3 clusters Score -6136760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -6136764.000000 Penalty: 5263.315918
	Iteration 22Q: 3 clusters Score -6136764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6136769.000000 Penalty: 5263.315918
	Iteration 23Q: 3 clusters Score -6136769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6136765.500000 Penalty: 5263.315918
	Iteration 24Q: 3 clusters Score -6136766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6136765.500000 Penalty: 5263.315918
	Iteration 25F: 3 clusters Score -6136766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -578442.062500 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -578442.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -574592.375000 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -574592.4 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -575457.937500 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -575457.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -575656.062500 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -575656.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -575763.437500 Penalty: 4098.101074
	Iteration 3Q: 3 clusters Score -575763.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -575828.562500 Penalty: 4098.101074
	Iteration 4Q: 3 clusters Score -575828.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -575870.687500 Penalty: 4098.101074
	Iteration 5Q: 3 clusters Score -575870.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -575901.937500 Penalty: 4098.101074
	Iteration 6Q: 3 clusters Score -575901.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -575924.000000 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -575924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -575944.000000 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -575944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -575965.937500 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -575965.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -575987.937500 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -575987.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -576007.687500 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -576007.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -576027.062500 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -576027.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -576043.562500 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -576043.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -576057.625000 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -576057.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -576072.375000 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -576072.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -576083.187500 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -576083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -576089.875000 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -576089.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -576098.000000 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -576098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -576108.562500 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -576108.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -576120.750000 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -576120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -576131.062500 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -576131.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -576136.125000 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -576136.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -576144.125000 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -576144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -576153.375000 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -576153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -576161.625000 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -576161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -576168.437500 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -576168.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -576177.812500 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -576177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -576186.687500 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -576186.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -576193.750000 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -576193.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -576203.500000 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -576203.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -576214.625000 Penalty: 4098.101074
	Iteration 31Q: 3 clusters Score -576214.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -576221.937500 Penalty: 4098.101074
	Iteration 32Q: 3 clusters Score -576221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -576231.000000 Penalty: 4098.101074
	Iteration 33Q: 3 clusters Score -576231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -576239.000000 Penalty: 4098.101074
	Iteration 34Q: 3 clusters Score -576239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -576243.437500 Penalty: 4098.101074
	Iteration 35Q: 3 clusters Score -576243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -576249.750000 Penalty: 4098.101074
	Iteration 36Q: 3 clusters Score -576249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -576255.437500 Penalty: 4098.101074
	Iteration 37Q: 3 clusters Score -576255.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -576264.125000 Penalty: 4098.101074
	Iteration 38Q: 3 clusters Score -576264.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -576271.750000 Penalty: 4098.101074
	Iteration 39Q: 3 clusters Score -576271.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -576281.375000 Penalty: 4098.101074
	Iteration 40F: 3 clusters Score -576281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -576291.437500 Penalty: 4098.101074
	Iteration 41Q: 3 clusters Score -576291.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -576299.562500 Penalty: 4098.101074
	Iteration 42Q: 3 clusters Score -576299.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -576308.062500 Penalty: 4098.101074
	Iteration 43Q: 3 clusters Score -576308.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -576318.187500 Penalty: 4098.101074
	Iteration 44Q: 3 clusters Score -576318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -576327.500000 Penalty: 4098.101074
	Iteration 45Q: 3 clusters Score -576327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -576335.250000 Penalty: 4098.101074
	Iteration 46Q: 3 clusters Score -576335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -576342.062500 Penalty: 4098.101074
	Iteration 47Q: 3 clusters Score -576342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -576346.312500 Penalty: 4098.101074
	Iteration 48Q: 3 clusters Score -576346.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -576351.000000 Penalty: 4098.101074
	Iteration 49Q: 3 clusters Score -576351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -576355.437500 Penalty: 4098.101074
	Iteration 50Q: 3 clusters Score -576355.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -576361.125000 Penalty: 4098.101074
	Iteration 51Q: 3 clusters Score -576361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -576367.125000 Penalty: 4098.101074
	Iteration 52Q: 3 clusters Score -576367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -576370.437500 Penalty: 4098.101074
	Iteration 53Q: 3 clusters Score -576370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -576376.812500 Penalty: 4098.101074
	Iteration 54Q: 3 clusters Score -576376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -576379.125000 Penalty: 4098.101074
	Iteration 55Q: 3 clusters Score -576379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -576383.187500 Penalty: 4098.101074
	Iteration 56Q: 3 clusters Score -576383.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -576387.812500 Penalty: 4098.101074
	Iteration 57Q: 3 clusters Score -576387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -576391.625000 Penalty: 4098.101074
	Iteration 58Q: 3 clusters Score -576391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -576394.562500 Penalty: 4098.101074
	Iteration 59Q: 3 clusters Score -576394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -576397.312500 Penalty: 4098.101074
	Iteration 60F: 3 clusters Score -576397.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -576403.125000 Penalty: 4098.101074
	Iteration 61Q: 3 clusters Score -576403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -576408.750000 Penalty: 4098.101074
	Iteration 62Q: 3 clusters Score -576408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -576412.687500 Penalty: 4098.101074
	Iteration 63Q: 3 clusters Score -576412.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -576417.812500 Penalty: 4098.101074
	Iteration 64Q: 3 clusters Score -576417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -576421.312500 Penalty: 4098.101074
	Iteration 65Q: 3 clusters Score -576421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -576424.187500 Penalty: 4098.101074
	Iteration 66Q: 3 clusters Score -576424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -576427.750000 Penalty: 4098.101074
	Iteration 67Q: 3 clusters Score -576427.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -576431.250000 Penalty: 4098.101074
	Iteration 68Q: 3 clusters Score -576431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -576435.000000 Penalty: 4098.101074
	Iteration 69Q: 3 clusters Score -576435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -576437.437500 Penalty: 4098.101074
	Iteration 70Q: 3 clusters Score -576437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -576440.625000 Penalty: 4098.101074
	Iteration 71Q: 3 clusters Score -576440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -576442.687500 Penalty: 4098.101074
	Iteration 72Q: 3 clusters Score -576442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -576445.312500 Penalty: 4098.101074
	Iteration 73Q: 3 clusters Score -576445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -576448.937500 Penalty: 4098.101074
	Iteration 74Q: 3 clusters Score -576448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -576453.312500 Penalty: 4098.101074
	Iteration 75Q: 3 clusters Score -576453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -576454.812500 Penalty: 4098.101074
	Iteration 76Q: 3 clusters Score -576454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -576459.250000 Penalty: 4098.101074
	Iteration 77Q: 3 clusters Score -576459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -576461.125000 Penalty: 4098.101074
	Iteration 78Q: 3 clusters Score -576461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -576463.812500 Penalty: 4098.101074
	Iteration 79Q: 3 clusters Score -576463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -576464.312500 Penalty: 4098.101074
	Iteration 80F: 3 clusters Score -576464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -576464.812500 Penalty: 4098.101074
	Iteration 81Q: 3 clusters Score -576464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -576466.875000 Penalty: 4098.101074
	Iteration 82Q: 3 clusters Score -576466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -576466.937500 Penalty: 4098.101074
	Iteration 83Q: 3 clusters Score -576466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -576468.312500 Penalty: 4098.101074
	Iteration 84Q: 3 clusters Score -576468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -576468.812500 Penalty: 4098.101074
	Iteration 85Q: 3 clusters Score -576468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -576470.312500 Penalty: 4098.101074
	Iteration 86Q: 3 clusters Score -576470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576472.375000 Penalty: 4098.101074
	Iteration 87Q: 3 clusters Score -576472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576472.562500 Penalty: 4098.101074
	Iteration 88Q: 3 clusters Score -576472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576472.562500 Penalty: 4098.101074
	Iteration 89F: 3 clusters Score -576472.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Entering Unmasked Estep 
Score: -7402311.500000 Penalty: 2677.737305
	Iteration 0F: 2 clusters Score -7402312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -7369179.500000 Penalty: 5355.474609
	Iteration 0F: 3 clusters Score -7369180 nChanged 22698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -7381843.000000 Penalty: 5355.474609
	Iteration 1F: 3 clusters Score -7381843 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -7382247.000000 Penalty: 5355.474609
	Iteration 2Q: 3 clusters Score -7382247 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -7382673.500000 Penalty: 5355.474609
	Iteration 3Q: 3 clusters Score -7382674 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7383105.000000 Penalty: 5355.474609
	Iteration 4Q: 3 clusters Score -7383105 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7383424.000000 Penalty: 5355.474609
	Iteration 5Q: 3 clusters Score -7383424 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -7383750.000000 Penalty: 5355.474609
	Iteration 6Q: 3 clusters Score -7383750 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -7384087.000000 Penalty: 5355.474609
	Iteration 7Q: 3 clusters Score -7384087 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -7384495.500000 Penalty: 5355.474609
	Iteration 8Q: 3 clusters Score -7384496 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -7385007.000000 Penalty: 5355.474609
	Iteration 9Q: 3 clusters Score -7385007 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7385571.000000 Penalty: 5355.474609
	Iteration 10Q: 3 clusters Score -7385571 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -7386217.000000 Penalty: 5355.474609
	Iteration 11Q: 3 clusters Score -7386217 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -7386987.500000 Penalty: 5355.474609
	Iteration 12Q: 3 clusters Score -7386988 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -7387855.000000 Penalty: 5355.474609
	Iteration 13Q: 3 clusters Score -7387855 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -7388634.500000 Penalty: 5355.474609
	Iteration 14Q: 3 clusters Score -7388634 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -7389447.500000 Penalty: 5355.474609
	Iteration 15Q: 3 clusters Score -7389448 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -7390174.000000 Penalty: 5355.474609
	Iteration 16Q: 3 clusters Score -7390174 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -7390870.500000 Penalty: 5355.474609
	Iteration 17Q: 3 clusters Score -7390870 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7391551.000000 Penalty: 5355.474609
	Iteration 18Q: 3 clusters Score -7391551 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7392293.000000 Penalty: 5355.474609
	Iteration 19Q: 3 clusters Score -7392293 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7393144.500000 Penalty: 5355.474609
	Iteration 20F: 3 clusters Score -7393144 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -7394121.000000 Penalty: 5355.474609
	Iteration 21Q: 3 clusters Score -7394121 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -7395472.000000 Penalty: 5355.474609
	Iteration 22Q: 3 clusters Score -7395472 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -7397045.500000 Penalty: 5355.474609
	Iteration 23Q: 3 clusters Score -7397046 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -7398404.000000 Penalty: 5355.474609
	Iteration 24Q: 3 clusters Score -7398404 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -7399140.000000 Penalty: 5355.474609
	Iteration 25Q: 3 clusters Score -7399140 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -7399394.500000 Penalty: 5355.474609
	Iteration 26Q: 3 clusters Score -7399394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -7399540.500000 Penalty: 5355.474609
	Iteration 27Q: 3 clusters Score -7399540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -7399615.000000 Penalty: 5355.474609
	Iteration 28Q: 3 clusters Score -7399615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -7399681.000000 Penalty: 5355.474609
	Iteration 29Q: 3 clusters Score -7399681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -7399723.000000 Penalty: 5355.474609
	Iteration 30Q: 3 clusters Score -7399723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -7399762.000000 Penalty: 5355.474609
	Iteration 31Q: 3 clusters Score -7399762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -7399808.500000 Penalty: 5355.474609
	Iteration 32Q: 3 clusters Score -7399808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -7399825.000000 Penalty: 5355.474609
	Iteration 33Q: 3 clusters Score -7399825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -7399826.000000 Penalty: 5355.474609
	Iteration 34Q: 3 clusters Score -7399826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -7399848.500000 Penalty: 5355.474609
	Iteration 35Q: 3 clusters Score -7399848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -7399865.500000 Penalty: 5355.474609
	Iteration 36Q: 3 clusters Score -7399866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -7399879.500000 Penalty: 5355.474609
	Iteration 37Q: 3 clusters Score -7399880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7399886.500000 Penalty: 5355.474609
	Iteration 38Q: 3 clusters Score -7399886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -7399903.000000 Penalty: 5355.474609
	Iteration 39Q: 3 clusters Score -7399903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -7399902.000000 Penalty: 5355.474609
	Iteration 40F: 3 clusters Score -7399902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -7399912.000000 Penalty: 5355.474609
	Iteration 41Q: 3 clusters Score -7399912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -7399913.000000 Penalty: 5355.474609
	Iteration 42Q: 3 clusters Score -7399913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -7399918.000000 Penalty: 5355.474609
	Iteration 43Q: 3 clusters Score -7399918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -7399919.500000 Penalty: 5355.474609
	Iteration 44Q: 3 clusters Score -7399920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -7399912.500000 Penalty: 5355.474609
	Iteration 45Q: 3 clusters Score -7399912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -7399917.500000 Penalty: 5355.474609
	Iteration 46Q: 3 clusters Score -7399918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -7399922.500000 Penalty: 5355.474609
	Iteration 47Q: 3 clusters Score -7399922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -7399933.500000 Penalty: 5355.474609
	Iteration 48Q: 3 clusters Score -7399934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -7399940.500000 Penalty: 5355.474609
	Iteration 49Q: 3 clusters Score -7399940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -7399949.000000 Penalty: 5355.474609
	Iteration 50Q: 3 clusters Score -7399949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -7399946.500000 Penalty: 5355.474609
	Iteration 51Q: 3 clusters Score -7399946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -7399953.500000 Penalty: 5355.474609
	Iteration 52Q: 3 clusters Score -7399954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -7399955.000000 Penalty: 5355.474609
	Iteration 53Q: 3 clusters Score -7399955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -7399949.000000 Penalty: 5355.474609
	Iteration 54Q: 3 clusters Score -7399949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -7399956.500000 Penalty: 5355.474609
	Iteration 55Q: 3 clusters Score -7399956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -7399950.500000 Penalty: 5355.474609
	Iteration 56Q: 3 clusters Score -7399950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -7399954.000000 Penalty: 5355.474609
	Iteration 57Q: 3 clusters Score -7399954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -7399953.000000 Penalty: 5355.474609
	Iteration 58Q: 3 clusters Score -7399953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -7399960.000000 Penalty: 5355.474609
	Iteration 59Q: 3 clusters Score -7399960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -7399966.000000 Penalty: 5355.474609
	Iteration 60F: 3 clusters Score -7399966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7399964.000000 Penalty: 5355.474609
	Iteration 61Q: 3 clusters Score -7399964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7399963.000000 Penalty: 5355.474609
	Iteration 62Q: 3 clusters Score -7399963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -7399960.500000 Penalty: 5355.474609
	Iteration 63Q: 3 clusters Score -7399960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -7399966.000000 Penalty: 5355.474609
	Iteration 64Q: 3 clusters Score -7399966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -7399966.000000 Penalty: 5355.474609
	Iteration 65F: 3 clusters Score -7399966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Entering Unmasked Estep 
Score: -2627565.250000 Penalty: 2417.605957
	Iteration 0F: 2 clusters Score -2627565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2615234.000000 Penalty: 4835.211914
	Iteration 0F: 3 clusters Score -2615234 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2619323.250000 Penalty: 4835.211914
	Iteration 1F: 3 clusters Score -2619323 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2619741.500000 Penalty: 4835.211914
	Iteration 2F: 3 clusters Score -2619742 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2620192.750000 Penalty: 4835.211914
	Iteration 3F: 3 clusters Score -2620193 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2620821.750000 Penalty: 4835.211914
	Iteration 4F: 3 clusters Score -2620822 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2621770.250000 Penalty: 4835.211914
	Iteration 5F: 3 clusters Score -2621770 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2623028.750000 Penalty: 4835.211914
	Iteration 6F: 3 clusters Score -2623029 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2624307.000000 Penalty: 4835.211914
	Iteration 7F: 3 clusters Score -2624307 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2625274.500000 Penalty: 4835.211914
	Iteration 8F: 3 clusters Score -2625274 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2625909.500000 Penalty: 4835.211914
	Iteration 9Q: 3 clusters Score -2625910 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2626268.250000 Penalty: 4835.211914
	Iteration 10Q: 3 clusters Score -2626268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2626419.250000 Penalty: 4835.211914
	Iteration 11Q: 3 clusters Score -2626419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2626488.500000 Penalty: 4835.211914
	Iteration 12Q: 3 clusters Score -2626488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2626518.750000 Penalty: 4835.211914
	Iteration 13Q: 3 clusters Score -2626519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2626540.750000 Penalty: 4835.211914
	Iteration 14Q: 3 clusters Score -2626541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2626559.000000 Penalty: 4835.211914
	Iteration 15Q: 3 clusters Score -2626559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2626569.750000 Penalty: 4835.211914
	Iteration 16Q: 3 clusters Score -2626570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2626573.750000 Penalty: 4835.211914
	Iteration 17Q: 3 clusters Score -2626574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2626573.500000 Penalty: 4835.211914
	Iteration 18Q: 3 clusters Score -2626574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2626573.500000 Penalty: 4835.211914
	Iteration 19Q: 3 clusters Score -2626574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2626573.500000 Penalty: 4835.211914
	Iteration 20F: 3 clusters Score -2626574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Entering Unmasked Estep 
Score: -1630372.250000 Penalty: 2303.503174
	Iteration 0F: 2 clusters Score -1630372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1622145.625000 Penalty: 4607.006348
	Iteration 0F: 3 clusters Score -1622146 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1624780.125000 Penalty: 4607.006348
	Iteration 1F: 3 clusters Score -1624780 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1625392.875000 Penalty: 4607.006348
	Iteration 2F: 3 clusters Score -1625393 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1626040.625000 Penalty: 4607.006348
	Iteration 3F: 3 clusters Score -1626041 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1626615.875000 Penalty: 4607.006348
	Iteration 4F: 3 clusters Score -1626616 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1627050.500000 Penalty: 4607.006348
	Iteration 5F: 3 clusters Score -1627050 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1627354.125000 Penalty: 4607.006348
	Iteration 6Q: 3 clusters Score -1627354 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1627573.875000 Penalty: 4607.006348
	Iteration 7Q: 3 clusters Score -1627574 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1627702.125000 Penalty: 4607.006348
	Iteration 8Q: 3 clusters Score -1627702 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1627784.000000 Penalty: 4607.006348
	Iteration 9Q: 3 clusters Score -1627784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1627850.250000 Penalty: 4607.006348
	Iteration 10Q: 3 clusters Score -1627850 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1627906.625000 Penalty: 4607.006348
	Iteration 11Q: 3 clusters Score -1627907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1627939.000000 Penalty: 4607.006348
	Iteration 12Q: 3 clusters Score -1627939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1627967.250000 Penalty: 4607.006348
	Iteration 13Q: 3 clusters Score -1627967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1627982.500000 Penalty: 4607.006348
	Iteration 14Q: 3 clusters Score -1627982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1627999.500000 Penalty: 4607.006348
	Iteration 15Q: 3 clusters Score -1628000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1628017.375000 Penalty: 4607.006348
	Iteration 16Q: 3 clusters Score -1628017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1628029.375000 Penalty: 4607.006348
	Iteration 17Q: 3 clusters Score -1628029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1628037.250000 Penalty: 4607.006348
	Iteration 18Q: 3 clusters Score -1628037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1628041.250000 Penalty: 4607.006348
	Iteration 19Q: 3 clusters Score -1628041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1628044.875000 Penalty: 4607.006348
	Iteration 20F: 3 clusters Score -1628045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1628046.875000 Penalty: 4607.006348
	Iteration 21Q: 3 clusters Score -1628047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1628052.625000 Penalty: 4607.006348
	Iteration 22Q: 3 clusters Score -1628053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1628055.625000 Penalty: 4607.006348
	Iteration 23Q: 3 clusters Score -1628056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1628060.125000 Penalty: 4607.006348
	Iteration 24Q: 3 clusters Score -1628060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1628070.375000 Penalty: 4607.006348
	Iteration 25Q: 3 clusters Score -1628070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1628073.500000 Penalty: 4607.006348
	Iteration 26Q: 3 clusters Score -1628074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1628080.250000 Penalty: 4607.006348
	Iteration 27Q: 3 clusters Score -1628080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1628090.250000 Penalty: 4607.006348
	Iteration 28Q: 3 clusters Score -1628090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1628092.750000 Penalty: 4607.006348
	Iteration 29Q: 3 clusters Score -1628093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1628092.750000 Penalty: 4607.006348
	Iteration 30Q: 3 clusters Score -1628093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1628097.375000 Penalty: 4607.006348
	Iteration 31Q: 3 clusters Score -1628097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1628102.000000 Penalty: 4607.006348
	Iteration 32Q: 3 clusters Score -1628102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1628104.500000 Penalty: 4607.006348
	Iteration 33Q: 3 clusters Score -1628104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1628111.625000 Penalty: 4607.006348
	Iteration 34Q: 3 clusters Score -1628112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1628112.750000 Penalty: 4607.006348
	Iteration 35Q: 3 clusters Score -1628113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1628116.875000 Penalty: 4607.006348
	Iteration 36Q: 3 clusters Score -1628117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1628118.500000 Penalty: 4607.006348
	Iteration 37Q: 3 clusters Score -1628118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1628120.125000 Penalty: 4607.006348
	Iteration 38Q: 3 clusters Score -1628120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1628121.500000 Penalty: 4607.006348
	Iteration 39Q: 3 clusters Score -1628122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1628119.750000 Penalty: 4607.006348
	Iteration 40F: 3 clusters Score -1628120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1628121.000000 Penalty: 4607.006348
	Iteration 41Q: 3 clusters Score -1628121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1628120.375000 Penalty: 4607.006348
	Iteration 42Q: 3 clusters Score -1628120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1628124.875000 Penalty: 4607.006348
	Iteration 43Q: 3 clusters Score -1628125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1628122.500000 Penalty: 4607.006348
	Iteration 44Q: 3 clusters Score -1628122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1628130.625000 Penalty: 4607.006348
	Iteration 45Q: 3 clusters Score -1628131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1628133.875000 Penalty: 4607.006348
	Iteration 46Q: 3 clusters Score -1628134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1628130.000000 Penalty: 4607.006348
	Iteration 47Q: 3 clusters Score -1628130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1628136.500000 Penalty: 4607.006348
	Iteration 48Q: 3 clusters Score -1628136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1628141.375000 Penalty: 4607.006348
	Iteration 49Q: 3 clusters Score -1628141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1628147.750000 Penalty: 4607.006348
	Iteration 50Q: 3 clusters Score -1628148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1628153.875000 Penalty: 4607.006348
	Iteration 51Q: 3 clusters Score -1628154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1628152.375000 Penalty: 4607.006348
	Iteration 52Q: 3 clusters Score -1628152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1628156.875000 Penalty: 4607.006348
	Iteration 53Q: 3 clusters Score -1628157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1628158.625000 Penalty: 4607.006348
	Iteration 54Q: 3 clusters Score -1628159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1628161.875000 Penalty: 4607.006348
	Iteration 55Q: 3 clusters Score -1628162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1628165.625000 Penalty: 4607.006348
	Iteration 56Q: 3 clusters Score -1628166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1628169.125000 Penalty: 4607.006348
	Iteration 57Q: 3 clusters Score -1628169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1628171.750000 Penalty: 4607.006348
	Iteration 58Q: 3 clusters Score -1628172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1628171.375000 Penalty: 4607.006348
	Iteration 59Q: 3 clusters Score -1628171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1628174.250000 Penalty: 4607.006348
	Iteration 60F: 3 clusters Score -1628174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1628175.250000 Penalty: 4607.006348
	Iteration 61Q: 3 clusters Score -1628175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1628175.625000 Penalty: 4607.006348
	Iteration 62Q: 3 clusters Score -1628176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1628180.375000 Penalty: 4607.006348
	Iteration 63Q: 3 clusters Score -1628180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1628178.500000 Penalty: 4607.006348
	Iteration 64Q: 3 clusters Score -1628178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1628184.625000 Penalty: 4607.006348
	Iteration 65Q: 3 clusters Score -1628185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1628183.500000 Penalty: 4607.006348
	Iteration 66Q: 3 clusters Score -1628184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1628188.625000 Penalty: 4607.006348
	Iteration 67Q: 3 clusters Score -1628189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1628194.500000 Penalty: 4607.006348
	Iteration 68Q: 3 clusters Score -1628194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1628200.625000 Penalty: 4607.006348
	Iteration 69Q: 3 clusters Score -1628201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1628200.375000 Penalty: 4607.006348
	Iteration 70Q: 3 clusters Score -1628200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1628204.125000 Penalty: 4607.006348
	Iteration 71Q: 3 clusters Score -1628204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1628211.250000 Penalty: 4607.006348
	Iteration 72Q: 3 clusters Score -1628211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1628213.625000 Penalty: 4607.006348
	Iteration 73Q: 3 clusters Score -1628214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1628218.000000 Penalty: 4607.006348
	Iteration 74Q: 3 clusters Score -1628218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1628221.500000 Penalty: 4607.006348
	Iteration 75Q: 3 clusters Score -1628222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1628219.250000 Penalty: 4607.006348
	Iteration 76Q: 3 clusters Score -1628219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1628229.500000 Penalty: 4607.006348
	Iteration 77Q: 3 clusters Score -1628230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1628234.750000 Penalty: 4607.006348
	Iteration 78Q: 3 clusters Score -1628235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1628234.250000 Penalty: 4607.006348
	Iteration 79Q: 3 clusters Score -1628234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1628240.125000 Penalty: 4607.006348
	Iteration 80F: 3 clusters Score -1628240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1628247.250000 Penalty: 4607.006348
	Iteration 81Q: 3 clusters Score -1628247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1628254.125000 Penalty: 4607.006348
	Iteration 82Q: 3 clusters Score -1628254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1628257.375000 Penalty: 4607.006348
	Iteration 83Q: 3 clusters Score -1628257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1628268.750000 Penalty: 4607.006348
	Iteration 84Q: 3 clusters Score -1628269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1628276.625000 Penalty: 4607.006348
	Iteration 85Q: 3 clusters Score -1628277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1628279.875000 Penalty: 4607.006348
	Iteration 86Q: 3 clusters Score -1628280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1628290.125000 Penalty: 4607.006348
	Iteration 87Q: 3 clusters Score -1628290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1628295.500000 Penalty: 4607.006348
	Iteration 88Q: 3 clusters Score -1628296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1628304.250000 Penalty: 4607.006348
	Iteration 89Q: 3 clusters Score -1628304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1628314.250000 Penalty: 4607.006348
	Iteration 90Q: 3 clusters Score -1628314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1628320.875000 Penalty: 4607.006348
	Iteration 91Q: 3 clusters Score -1628321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1628328.500000 Penalty: 4607.006348
	Iteration 92Q: 3 clusters Score -1628328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1628337.750000 Penalty: 4607.006348
	Iteration 93Q: 3 clusters Score -1628338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1628342.500000 Penalty: 4607.006348
	Iteration 94Q: 3 clusters Score -1628342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1628351.875000 Penalty: 4607.006348
	Iteration 95Q: 3 clusters Score -1628352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1628356.875000 Penalty: 4607.006348
	Iteration 96Q: 3 clusters Score -1628357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1628367.000000 Penalty: 4607.006348
	Iteration 97Q: 3 clusters Score -1628367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1628370.750000 Penalty: 4607.006348
	Iteration 98Q: 3 clusters Score -1628371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1628376.375000 Penalty: 4607.006348
	Iteration 99Q: 3 clusters Score -1628376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1628381.375000 Penalty: 4607.006348
	Iteration 100F: 3 clusters Score -1628381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1628384.000000 Penalty: 4607.006348
	Iteration 101Q: 3 clusters Score -1628384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1628387.750000 Penalty: 4607.006348
	Iteration 102Q: 3 clusters Score -1628388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1628387.750000 Penalty: 4607.006348
	Iteration 103Q: 3 clusters Score -1628388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1628395.875000 Penalty: 4607.006348
	Iteration 104Q: 3 clusters Score -1628396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1628397.250000 Penalty: 4607.006348
	Iteration 105Q: 3 clusters Score -1628397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1628404.000000 Penalty: 4607.006348
	Iteration 106Q: 3 clusters Score -1628404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1628414.500000 Penalty: 4607.006348
	Iteration 107Q: 3 clusters Score -1628414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1628418.250000 Penalty: 4607.006348
	Iteration 108Q: 3 clusters Score -1628418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1628428.125000 Penalty: 4607.006348
	Iteration 109Q: 3 clusters Score -1628428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1628433.625000 Penalty: 4607.006348
	Iteration 110Q: 3 clusters Score -1628434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1628435.000000 Penalty: 4607.006348
	Iteration 111Q: 3 clusters Score -1628435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1628439.500000 Penalty: 4607.006348
	Iteration 112Q: 3 clusters Score -1628440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1628446.750000 Penalty: 4607.006348
	Iteration 113Q: 3 clusters Score -1628447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1628451.500000 Penalty: 4607.006348
	Iteration 114Q: 3 clusters Score -1628452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1628451.625000 Penalty: 4607.006348
	Iteration 115Q: 3 clusters Score -1628452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1628463.125000 Penalty: 4607.006348
	Iteration 116Q: 3 clusters Score -1628463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1628460.250000 Penalty: 4607.006348
	Iteration 117Q: 3 clusters Score -1628460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1628468.250000 Penalty: 4607.006348
	Iteration 118Q: 3 clusters Score -1628468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1628468.875000 Penalty: 4607.006348
	Iteration 119Q: 3 clusters Score -1628469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1628473.125000 Penalty: 4607.006348
	Iteration 120F: 3 clusters Score -1628473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1628483.375000 Penalty: 4607.006348
	Iteration 121Q: 3 clusters Score -1628483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1628490.250000 Penalty: 4607.006348
	Iteration 122Q: 3 clusters Score -1628490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1628491.125000 Penalty: 4607.006348
	Iteration 123Q: 3 clusters Score -1628491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1628493.625000 Penalty: 4607.006348
	Iteration 124Q: 3 clusters Score -1628494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1628498.250000 Penalty: 4607.006348
	Iteration 125Q: 3 clusters Score -1628498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1628501.250000 Penalty: 4607.006348
	Iteration 126Q: 3 clusters Score -1628501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1628504.000000 Penalty: 4607.006348
	Iteration 127Q: 3 clusters Score -1628504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1628509.625000 Penalty: 4607.006348
	Iteration 128Q: 3 clusters Score -1628510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1628512.375000 Penalty: 4607.006348
	Iteration 129Q: 3 clusters Score -1628512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1628514.875000 Penalty: 4607.006348
	Iteration 130Q: 3 clusters Score -1628515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1628520.875000 Penalty: 4607.006348
	Iteration 131Q: 3 clusters Score -1628521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1628518.625000 Penalty: 4607.006348
	Iteration 132Q: 3 clusters Score -1628519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1628521.000000 Penalty: 4607.006348
	Iteration 133Q: 3 clusters Score -1628521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1628521.500000 Penalty: 4607.006348
	Iteration 134Q: 3 clusters Score -1628522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1628524.250000 Penalty: 4607.006348
	Iteration 135Q: 3 clusters Score -1628524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1628529.750000 Penalty: 4607.006348
	Iteration 136Q: 3 clusters Score -1628530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1628528.625000 Penalty: 4607.006348
	Iteration 137Q: 3 clusters Score -1628529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1628529.875000 Penalty: 4607.006348
	Iteration 138Q: 3 clusters Score -1628530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1628534.000000 Penalty: 4607.006348
	Iteration 139Q: 3 clusters Score -1628534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1628533.750000 Penalty: 4607.006348
	Iteration 140F: 3 clusters Score -1628534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1628535.000000 Penalty: 4607.006348
	Iteration 141Q: 3 clusters Score -1628535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1628540.625000 Penalty: 4607.006348
	Iteration 142Q: 3 clusters Score -1628541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1628539.500000 Penalty: 4607.006348
	Iteration 143Q: 3 clusters Score -1628540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1628539.500000 Penalty: 4607.006348
	Iteration 144F: 3 clusters Score -1628540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -255959.250000 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -255959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -253379.531250 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -253379.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -253928.687500 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -253928.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -254174.468750 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -254174.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -254318.234375 Penalty: 3769.799561
	Iteration 3F: 3 clusters Score -254318.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254426.968750 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -254427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -254553.937500 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -254553.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254668.218750 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -254668.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -254750.890625 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -254750.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254824.125000 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -254824.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -254893.671875 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -254893.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254938.375000 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -254938.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254964.875000 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -254964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -254984.515625 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -254984.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -254996.468750 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -254996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255009.531250 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -255009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255028.546875 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -255028.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -255042.843750 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -255042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255049.171875 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -255049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255053.000000 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -255053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -255056.234375 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -255056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -255060.890625 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -255060.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -255065.468750 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -255065.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -255068.750000 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -255068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -255076.812500 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -255076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -255085.468750 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -255085.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -255088.000000 Penalty: 3769.799561
	Iteration 25Q: 3 clusters Score -255088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -255092.046875 Penalty: 3769.799561
	Iteration 26Q: 3 clusters Score -255092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -255102.296875 Penalty: 3769.799561
	Iteration 27Q: 3 clusters Score -255102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -255112.187500 Penalty: 3769.799561
	Iteration 28Q: 3 clusters Score -255112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -255121.953125 Penalty: 3769.799561
	Iteration 29Q: 3 clusters Score -255122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -255138.234375 Penalty: 3769.799561
	Iteration 30Q: 3 clusters Score -255138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -255155.078125 Penalty: 3769.799561
	Iteration 31Q: 3 clusters Score -255155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -255159.484375 Penalty: 3769.799561
	Iteration 32Q: 3 clusters Score -255159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255161.671875 Penalty: 3769.799561
	Iteration 33Q: 3 clusters Score -255161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255162.703125 Penalty: 3769.799561
	Iteration 34Q: 3 clusters Score -255162.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -255163.843750 Penalty: 3769.799561
	Iteration 35Q: 3 clusters Score -255163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -255164.062500 Penalty: 3769.799561
	Iteration 36Q: 3 clusters Score -255164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -255165.187500 Penalty: 3769.799561
	Iteration 37Q: 3 clusters Score -255165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255167.203125 Penalty: 3769.799561
	Iteration 38Q: 3 clusters Score -255167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -255167.531250 Penalty: 3769.799561
	Iteration 39Q: 3 clusters Score -255167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255168.609375 Penalty: 3769.799561
	Iteration 40F: 3 clusters Score -255168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255169.953125 Penalty: 3769.799561
	Iteration 41Q: 3 clusters Score -255170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -255170.843750 Penalty: 3769.799561
	Iteration 42Q: 3 clusters Score -255170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -255171.531250 Penalty: 3769.799561
	Iteration 43Q: 3 clusters Score -255171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255172.015625 Penalty: 3769.799561
	Iteration 44Q: 3 clusters Score -255172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255172.015625 Penalty: 3769.799561
	Iteration 45F: 3 clusters Score -255172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -487772.750000 Penalty: 2004.052368
	Iteration 0F: 2 clusters Score -487772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -484426.937500 Penalty: 4008.104736
	Iteration 0F: 3 clusters Score -484426.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -485091.593750 Penalty: 4008.104736
	Iteration 1F: 3 clusters Score -485091.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -485240.625000 Penalty: 4008.104736
	Iteration 2F: 3 clusters Score -485240.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -485335.000000 Penalty: 4008.104736
	Iteration 3Q: 3 clusters Score -485335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -485402.062500 Penalty: 4008.104736
	Iteration 4Q: 3 clusters Score -485402.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -485446.250000 Penalty: 4008.104736
	Iteration 5Q: 3 clusters Score -485446.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -485481.750000 Penalty: 4008.104736
	Iteration 6Q: 3 clusters Score -485481.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -485518.000000 Penalty: 4008.104736
	Iteration 7Q: 3 clusters Score -485518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -485539.093750 Penalty: 4008.104736
	Iteration 8Q: 3 clusters Score -485539.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -485557.000000 Penalty: 4008.104736
	Iteration 9Q: 3 clusters Score -485557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -485572.343750 Penalty: 4008.104736
	Iteration 10Q: 3 clusters Score -485572.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -485583.218750 Penalty: 4008.104736
	Iteration 11Q: 3 clusters Score -485583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -485591.625000 Penalty: 4008.104736
	Iteration 12Q: 3 clusters Score -485591.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -485601.312500 Penalty: 4008.104736
	Iteration 13Q: 3 clusters Score -485601.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -485609.281250 Penalty: 4008.104736
	Iteration 14Q: 3 clusters Score -485609.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -485616.843750 Penalty: 4008.104736
	Iteration 15Q: 3 clusters Score -485616.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -485623.937500 Penalty: 4008.104736
	Iteration 16Q: 3 clusters Score -485623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -485631.375000 Penalty: 4008.104736
	Iteration 17Q: 3 clusters Score -485631.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -485638.812500 Penalty: 4008.104736
	Iteration 18Q: 3 clusters Score -485638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -485643.218750 Penalty: 4008.104736
	Iteration 19Q: 3 clusters Score -485643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -485646.875000 Penalty: 4008.104736
	Iteration 20F: 3 clusters Score -485646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -485653.937500 Penalty: 4008.104736
	Iteration 21Q: 3 clusters Score -485653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -485662.000000 Penalty: 4008.104736
	Iteration 22Q: 3 clusters Score -485662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -485667.468750 Penalty: 4008.104736
	Iteration 23Q: 3 clusters Score -485667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -485671.343750 Penalty: 4008.104736
	Iteration 24Q: 3 clusters Score -485671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -485674.031250 Penalty: 4008.104736
	Iteration 25Q: 3 clusters Score -485674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -485678.812500 Penalty: 4008.104736
	Iteration 26Q: 3 clusters Score -485678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -485682.718750 Penalty: 4008.104736
	Iteration 27Q: 3 clusters Score -485682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -485686.281250 Penalty: 4008.104736
	Iteration 28Q: 3 clusters Score -485686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -485692.000000 Penalty: 4008.104736
	Iteration 29Q: 3 clusters Score -485692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -485698.093750 Penalty: 4008.104736
	Iteration 30Q: 3 clusters Score -485698.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -485705.750000 Penalty: 4008.104736
	Iteration 31Q: 3 clusters Score -485705.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -485714.437500 Penalty: 4008.104736
	Iteration 32Q: 3 clusters Score -485714.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -485725.250000 Penalty: 4008.104736
	Iteration 33Q: 3 clusters Score -485725.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -485731.000000 Penalty: 4008.104736
	Iteration 34Q: 3 clusters Score -485731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -485737.968750 Penalty: 4008.104736
	Iteration 35Q: 3 clusters Score -485738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -485741.937500 Penalty: 4008.104736
	Iteration 36Q: 3 clusters Score -485741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -485745.718750 Penalty: 4008.104736
	Iteration 37Q: 3 clusters Score -485745.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -485748.281250 Penalty: 4008.104736
	Iteration 38Q: 3 clusters Score -485748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -485751.562500 Penalty: 4008.104736
	Iteration 39Q: 3 clusters Score -485751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -485756.218750 Penalty: 4008.104736
	Iteration 40F: 3 clusters Score -485756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -485762.312500 Penalty: 4008.104736
	Iteration 41Q: 3 clusters Score -485762.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -485766.500000 Penalty: 4008.104736
	Iteration 42Q: 3 clusters Score -485766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -485773.437500 Penalty: 4008.104736
	Iteration 43Q: 3 clusters Score -485773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -485781.218750 Penalty: 4008.104736
	Iteration 44Q: 3 clusters Score -485781.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -485790.375000 Penalty: 4008.104736
	Iteration 45Q: 3 clusters Score -485790.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -485797.531250 Penalty: 4008.104736
	Iteration 46Q: 3 clusters Score -485797.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -485806.093750 Penalty: 4008.104736
	Iteration 47Q: 3 clusters Score -485806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -485815.031250 Penalty: 4008.104736
	Iteration 48Q: 3 clusters Score -485815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485820.625000 Penalty: 4008.104736
	Iteration 49Q: 3 clusters Score -485820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -485825.468750 Penalty: 4008.104736
	Iteration 50Q: 3 clusters Score -485825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -485828.500000 Penalty: 4008.104736
	Iteration 51Q: 3 clusters Score -485828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -485829.812500 Penalty: 4008.104736
	Iteration 52Q: 3 clusters Score -485829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -485832.687500 Penalty: 4008.104736
	Iteration 53Q: 3 clusters Score -485832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -485835.843750 Penalty: 4008.104736
	Iteration 54Q: 3 clusters Score -485835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -485838.031250 Penalty: 4008.104736
	Iteration 55Q: 3 clusters Score -485838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -485840.781250 Penalty: 4008.104736
	Iteration 56Q: 3 clusters Score -485840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -485843.906250 Penalty: 4008.104736
	Iteration 57Q: 3 clusters Score -485843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -485847.781250 Penalty: 4008.104736
	Iteration 58Q: 3 clusters Score -485847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -485852.156250 Penalty: 4008.104736
	Iteration 59Q: 3 clusters Score -485852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -485854.125000 Penalty: 4008.104736
	Iteration 60F: 3 clusters Score -485854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -485857.656250 Penalty: 4008.104736
	Iteration 61Q: 3 clusters Score -485857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -485860.718750 Penalty: 4008.104736
	Iteration 62Q: 3 clusters Score -485860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -485863.125000 Penalty: 4008.104736
	Iteration 63Q: 3 clusters Score -485863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485866.156250 Penalty: 4008.104736
	Iteration 64Q: 3 clusters Score -485866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -485869.593750 Penalty: 4008.104736
	Iteration 65Q: 3 clusters Score -485869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -485874.375000 Penalty: 4008.104736
	Iteration 66Q: 3 clusters Score -485874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -485879.093750 Penalty: 4008.104736
	Iteration 67Q: 3 clusters Score -485879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -485886.656250 Penalty: 4008.104736
	Iteration 68Q: 3 clusters Score -485886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -485890.812500 Penalty: 4008.104736
	Iteration 69Q: 3 clusters Score -485890.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -485895.812500 Penalty: 4008.104736
	Iteration 70Q: 3 clusters Score -485895.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -485900.906250 Penalty: 4008.104736
	Iteration 71Q: 3 clusters Score -485900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -485907.218750 Penalty: 4008.104736
	Iteration 72Q: 3 clusters Score -485907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -485913.750000 Penalty: 4008.104736
	Iteration 73Q: 3 clusters Score -485913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -485920.781250 Penalty: 4008.104736
	Iteration 74Q: 3 clusters Score -485920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -485928.281250 Penalty: 4008.104736
	Iteration 75Q: 3 clusters Score -485928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -485936.343750 Penalty: 4008.104736
	Iteration 76Q: 3 clusters Score -485936.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -485950.593750 Penalty: 4008.104736
	Iteration 77Q: 3 clusters Score -485950.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -485959.937500 Penalty: 4008.104736
	Iteration 78Q: 3 clusters Score -485959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -485966.625000 Penalty: 4008.104736
	Iteration 79Q: 3 clusters Score -485966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -485973.187500 Penalty: 4008.104736
	Iteration 80F: 3 clusters Score -485973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -485975.406250 Penalty: 4008.104736
	Iteration 81Q: 3 clusters Score -485975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -485977.906250 Penalty: 4008.104736
	Iteration 82Q: 3 clusters Score -485977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -485978.031250 Penalty: 4008.104736
	Iteration 83Q: 3 clusters Score -485978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -485978.375000 Penalty: 4008.104736
	Iteration 84Q: 3 clusters Score -485978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -485979.437500 Penalty: 4008.104736
	Iteration 85Q: 3 clusters Score -485979.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -485979.343750 Penalty: 4008.104736
	Iteration 86Q: 3 clusters Score -485979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -485980.593750 Penalty: 4008.104736
	Iteration 87Q: 3 clusters Score -485980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -485980.375000 Penalty: 4008.104736
	Iteration 88Q: 3 clusters Score -485980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -485981.437500 Penalty: 4008.104736
	Iteration 89Q: 3 clusters Score -485981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -485982.875000 Penalty: 4008.104736
	Iteration 90Q: 3 clusters Score -485982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -485983.843750 Penalty: 4008.104736
	Iteration 91Q: 3 clusters Score -485983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -485983.656250 Penalty: 4008.104736
	Iteration 92Q: 3 clusters Score -485983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -485983.656250 Penalty: 4008.104736
	Iteration 93F: 3 clusters Score -485983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -123964.039062 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -123964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122196.726562 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -122196.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123996.984375 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -123997 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125956.351562 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -125956.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -126981.390625 Penalty: 3513.776367
	Iteration 3F: 3 clusters Score -126981.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127560.296875 Penalty: 3513.776367
	Iteration 4Q: 3 clusters Score -127560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127697.617188 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -127697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127750.593750 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -127750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127775.585938 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -127775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -127779.492188 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -127779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127780.617188 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -127780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127832.812500 Penalty: 3513.776367
	Iteration 10Q: 3 clusters Score -127832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -127835.078125 Penalty: 3513.776367
	Iteration 11Q: 3 clusters Score -127835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127835.898438 Penalty: 3513.776367
	Iteration 12Q: 3 clusters Score -127835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127844.304688 Penalty: 3513.776367
	Iteration 13Q: 3 clusters Score -127844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127854.117188 Penalty: 3513.776367
	Iteration 14Q: 3 clusters Score -127854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -127865.492188 Penalty: 3513.776367
	Iteration 15Q: 3 clusters Score -127865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -127867.843750 Penalty: 3513.776367
	Iteration 16Q: 3 clusters Score -127867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127869.562500 Penalty: 3513.776367
	Iteration 17Q: 3 clusters Score -127869.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127883.007812 Penalty: 3513.776367
	Iteration 18F: 3 clusters Score -127883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127919.179688 Penalty: 3513.776367
	Iteration 19Q: 3 clusters Score -127919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127944.562500 Penalty: 3513.776367
	Iteration 20F: 3 clusters Score -127944.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -127952.945312 Penalty: 3513.776367
	Iteration 21Q: 3 clusters Score -127952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -127967.015625 Penalty: 3513.776367
	Iteration 22Q: 3 clusters Score -127967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127981.250000 Penalty: 3513.776367
	Iteration 23Q: 3 clusters Score -127981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127998.734375 Penalty: 3513.776367
	Iteration 24Q: 3 clusters Score -127998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -128004.242188 Penalty: 3513.776367
	Iteration 25Q: 3 clusters Score -128004.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -128009.890625 Penalty: 3513.776367
	Iteration 26F: 3 clusters Score -128009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -128038.148438 Penalty: 3513.776367
	Iteration 27Q: 3 clusters Score -128038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -128056.781250 Penalty: 3513.776367
	Iteration 28Q: 3 clusters Score -128056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -128099.687500 Penalty: 3513.776367
	Iteration 29Q: 3 clusters Score -128099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -128122.914062 Penalty: 3513.776367
	Iteration 30Q: 3 clusters Score -128122.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -128147.132812 Penalty: 3513.776367
	Iteration 31Q: 3 clusters Score -128147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128160.140625 Penalty: 3513.776367
	Iteration 32Q: 3 clusters Score -128160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -128174.890625 Penalty: 3513.776367
	Iteration 33Q: 3 clusters Score -128174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -128213.593750 Penalty: 3513.776367
	Iteration 34Q: 3 clusters Score -128213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -128241.320312 Penalty: 3513.776367
	Iteration 35Q: 3 clusters Score -128241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128277.968750 Penalty: 3513.776367
	Iteration 36Q: 3 clusters Score -128278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -128336.492188 Penalty: 3513.776367
	Iteration 37Q: 3 clusters Score -128336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -128381.812500 Penalty: 3513.776367
	Iteration 38Q: 3 clusters Score -128381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128441.343750 Penalty: 3513.776367
	Iteration 39Q: 3 clusters Score -128441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -128473.906250 Penalty: 3513.776367
	Iteration 40F: 3 clusters Score -128473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -128550.632812 Penalty: 3513.776367
	Iteration 41Q: 3 clusters Score -128550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128571.601562 Penalty: 3513.776367
	Iteration 42Q: 3 clusters Score -128571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -128594.984375 Penalty: 3513.776367
	Iteration 43Q: 3 clusters Score -128595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128677.476562 Penalty: 3513.776367
	Iteration 44Q: 3 clusters Score -128677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -128692.617188 Penalty: 3513.776367
	Iteration 45Q: 3 clusters Score -128692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128695.187500 Penalty: 3513.776367
	Iteration 46Q: 3 clusters Score -128695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -128696.578125 Penalty: 3513.776367
	Iteration 47Q: 3 clusters Score -128696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -128697.164062 Penalty: 3513.776367
	Iteration 48Q: 3 clusters Score -128697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -128711.609375 Penalty: 3513.776367
	Iteration 49F: 3 clusters Score -128711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -128780.000000 Penalty: 3513.776367
	Iteration 50Q: 3 clusters Score -128780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -128780.000000 Penalty: 3513.776367
	Iteration 51F: 3 clusters Score -128780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 246 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 13623 members 
Mstep: Class 32 contains 113302 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 417 members 
Entering Unmasked Estep 
Score: -104129960.000000 Penalty: 120129.375000
Splitting cluster 30 changes total score from -104094272.000000 to -104129960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 31 (13623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Entering Unmasked Estep 
Score: -2070456.750000 Penalty: 2360.839844
	Iteration 0F: 2 clusters Score -2070457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2060509.625000 Penalty: 4721.679688
	Iteration 0F: 3 clusters Score -2060510 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2063449.125000 Penalty: 4721.679688
	Iteration 1F: 3 clusters Score -2063449 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2063740.000000 Penalty: 4721.679688
	Iteration 2F: 3 clusters Score -2063740 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2063961.375000 Penalty: 4721.679688
	Iteration 3Q: 3 clusters Score -2063961 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2064169.250000 Penalty: 4721.679688
	Iteration 4Q: 3 clusters Score -2064169 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2064334.125000 Penalty: 4721.679688
	Iteration 5Q: 3 clusters Score -2064334 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2064497.875000 Penalty: 4721.679688
	Iteration 6Q: 3 clusters Score -2064498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2064674.625000 Penalty: 4721.679688
	Iteration 7Q: 3 clusters Score -2064675 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2064858.875000 Penalty: 4721.679688
	Iteration 8Q: 3 clusters Score -2064859 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2065055.750000 Penalty: 4721.679688
	Iteration 9Q: 3 clusters Score -2065056 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2065265.000000 Penalty: 4721.679688
	Iteration 10Q: 3 clusters Score -2065265 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2065514.250000 Penalty: 4721.679688
	Iteration 11Q: 3 clusters Score -2065514 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2065820.375000 Penalty: 4721.679688
	Iteration 12Q: 3 clusters Score -2065820 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2066165.500000 Penalty: 4721.679688
	Iteration 13Q: 3 clusters Score -2066166 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2066535.125000 Penalty: 4721.679688
	Iteration 14Q: 3 clusters Score -2066535 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2066894.625000 Penalty: 4721.679688
	Iteration 15Q: 3 clusters Score -2066895 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2067207.375000 Penalty: 4721.679688
	Iteration 16Q: 3 clusters Score -2067207 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2067479.375000 Penalty: 4721.679688
	Iteration 17Q: 3 clusters Score -2067479 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2067725.125000 Penalty: 4721.679688
	Iteration 18Q: 3 clusters Score -2067725 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2067918.500000 Penalty: 4721.679688
	Iteration 19Q: 3 clusters Score -2067918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2068043.625000 Penalty: 4721.679688
	Iteration 20F: 3 clusters Score -2068044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2068133.000000 Penalty: 4721.679688
	Iteration 21Q: 3 clusters Score -2068133 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2068205.625000 Penalty: 4721.679688
	Iteration 22Q: 3 clusters Score -2068206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2068261.375000 Penalty: 4721.679688
	Iteration 23Q: 3 clusters Score -2068261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2068303.875000 Penalty: 4721.679688
	Iteration 24Q: 3 clusters Score -2068304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2068341.625000 Penalty: 4721.679688
	Iteration 25Q: 3 clusters Score -2068342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2068371.750000 Penalty: 4721.679688
	Iteration 26Q: 3 clusters Score -2068372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2068387.875000 Penalty: 4721.679688
	Iteration 27Q: 3 clusters Score -2068388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2068410.000000 Penalty: 4721.679688
	Iteration 28Q: 3 clusters Score -2068410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2068425.125000 Penalty: 4721.679688
	Iteration 29Q: 3 clusters Score -2068425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2068442.375000 Penalty: 4721.679688
	Iteration 30Q: 3 clusters Score -2068442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2068446.625000 Penalty: 4721.679688
	Iteration 31Q: 3 clusters Score -2068447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2068453.875000 Penalty: 4721.679688
	Iteration 32Q: 3 clusters Score -2068454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2068459.875000 Penalty: 4721.679688
	Iteration 33Q: 3 clusters Score -2068460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2068464.125000 Penalty: 4721.679688
	Iteration 34Q: 3 clusters Score -2068464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2068466.875000 Penalty: 4721.679688
	Iteration 35Q: 3 clusters Score -2068467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2068470.500000 Penalty: 4721.679688
	Iteration 36Q: 3 clusters Score -2068470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2068474.500000 Penalty: 4721.679688
	Iteration 37Q: 3 clusters Score -2068474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2068479.750000 Penalty: 4721.679688
	Iteration 38Q: 3 clusters Score -2068480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2068481.500000 Penalty: 4721.679688
	Iteration 39Q: 3 clusters Score -2068482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2068481.750000 Penalty: 4721.679688
	Iteration 40F: 3 clusters Score -2068482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2068482.250000 Penalty: 4721.679688
	Iteration 41Q: 3 clusters Score -2068482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2068485.000000 Penalty: 4721.679688
	Iteration 42Q: 3 clusters Score -2068485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2068485.875000 Penalty: 4721.679688
	Iteration 43Q: 3 clusters Score -2068486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2068485.750000 Penalty: 4721.679688
	Iteration 44Q: 3 clusters Score -2068486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2068490.250000 Penalty: 4721.679688
	Iteration 45Q: 3 clusters Score -2068490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2068490.250000 Penalty: 4721.679688
	Iteration 46F: 3 clusters Score -2068490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 103852 members 
Mstep: Class 3 contains 155228 members 
Mstep: Class 4 contains 31026 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 9663 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 10 contains 6960 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22864 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 15229 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 246 members 
Mstep: Class 21 contains 2794 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 40600 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10811 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3232 members 
Mstep: Class 30 contains 776 members 
Mstep: Class 31 contains 13623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104136280.000000 Penalty: 120129.375000
Iteration 79Q: 37 clusters Score -1.041363e+08 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 103041 members 
Mstep: Class 3 contains 156020 members 
Mstep: Class 4 contains 31023 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 7 contains 27351 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 6911 members 
Mstep: Class 11 contains 3693 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 23057 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16803 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1450 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 247 members 
Mstep: Class 21 contains 2760 members 
Mstep: Class 22 contains 4639 members 
Mstep: Class 23 contains 40687 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 48546 members 
Mstep: Class 26 contains 18242 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 3250 members 
Mstep: Class 30 contains 865 members 
Mstep: Class 31 contains 13639 members 
Mstep: Class 32 contains 111679 members 
Mstep: Class 33 contains 2303 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150400.000000 Penalty: 120129.375000
Iteration 80F: 37 clusters Score -1.041504e+08 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 102662 members 
Mstep: Class 3 contains 144121 members 
Mstep: Class 4 contains 31022 members 
Mstep: Class 5 contains 3603 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 26802 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 10 contains 6771 members 
Mstep: Class 11 contains 3219 members 
Mstep: Class 12 contains 5148 members 
Mstep: Class 13 contains 22806 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 16609 members 
Mstep: Class 16 contains 15230 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 1437 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 20 contains 251 members 
Mstep: Class 21 contains 2746 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 40354 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 47396 members 
Mstep: Class 26 contains 18429 members 
Mstep: Class 27 contains 10987 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 3217 members 
Mstep: Class 30 contains 884 members 
Mstep: Class 31 contains 13583 members 
Mstep: Class 32 contains 126842 members 
Mstep: Class 33 contains 2298 members 
Mstep: Class 34 contains 790 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160216.000000 Penalty: 120129.375000
Iteration 81Q: 37 clusters Score -1.041602e+08 nChanged 21625
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 105732 members 
Mstep: Class 3 contains 131242 members 
Mstep: Class 4 contains 31021 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 26483 members 
Mstep: Class 8 contains 9681 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 22653 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16470 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 228 members 
Mstep: Class 21 contains 2750 members 
Mstep: Class 22 contains 4528 members 
Mstep: Class 23 contains 40125 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 46689 members 
Mstep: Class 26 contains 18631 members 
Mstep: Class 27 contains 10994 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 890 members 
Mstep: Class 31 contains 13576 members 
Mstep: Class 32 contains 138468 members 
Mstep: Class 33 contains 2296 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 714 members 
Mstep: Class 36 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165088.000000 Penalty: 120129.375000
Iteration 82Q: 37 clusters Score -1.041651e+08 nChanged 22191
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 110029 members 
Mstep: Class 3 contains 117423 members 
Mstep: Class 4 contains 31014 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 1915 members 
Mstep: Class 7 contains 26284 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16397 members 
Mstep: Class 16 contains 15227 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 2747 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 39983 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 46113 members 
Mstep: Class 26 contains 18722 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2011 members 
Mstep: Class 29 contains 3186 members 
Mstep: Class 30 contains 891 members 
Mstep: Class 31 contains 13580 members 
Mstep: Class 32 contains 149334 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163472.000000 Penalty: 120129.375000
Iteration 83Q: 37 clusters Score -1.041635e+08 nChanged 20497
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 114904 members 
Mstep: Class 3 contains 104947 members 
Mstep: Class 4 contains 30999 members 
Mstep: Class 5 contains 3596 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 26149 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 5145 members 
Mstep: Class 13 contains 22504 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 16361 members 
Mstep: Class 16 contains 15226 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 2741 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 39862 members 
Mstep: Class 24 contains 3892 members 
Mstep: Class 25 contains 45716 members 
Mstep: Class 26 contains 18769 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2016 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 892 members 
Mstep: Class 31 contains 13606 members 
Mstep: Class 32 contains 157659 members 
Mstep: Class 33 contains 2274 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158160.000000 Penalty: 120129.375000
Iteration 84Q: 37 clusters Score -1.041582e+08 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 120205 members 
Mstep: Class 3 contains 95531 members 
Mstep: Class 4 contains 30981 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 26106 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 6229 members 
Mstep: Class 11 contains 2373 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 22541 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 16365 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 20 contains 219 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 39807 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 45454 members 
Mstep: Class 26 contains 18799 members 
Mstep: Class 27 contains 11022 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 893 members 
Mstep: Class 31 contains 13624 members 
Mstep: Class 32 contains 161975 members 
Mstep: Class 33 contains 2256 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 737 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151880.000000 Penalty: 120129.375000
Iteration 85Q: 37 clusters Score -1.041519e+08 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 125563 members 
Mstep: Class 3 contains 89848 members 
Mstep: Class 4 contains 30972 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 26105 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16364 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 4456 members 
Mstep: Class 23 contains 39782 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 45174 members 
Mstep: Class 26 contains 18820 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 2030 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 895 members 
Mstep: Class 31 contains 13659 members 
Mstep: Class 32 contains 162311 members 
Mstep: Class 33 contains 2261 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 731 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148560.000000 Penalty: 120129.375000
Iteration 86Q: 37 clusters Score -1.041486e+08 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 130819 members 
Mstep: Class 3 contains 86295 members 
Mstep: Class 4 contains 30968 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 26109 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 22635 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16363 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 2722 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 39765 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 44857 members 
Mstep: Class 26 contains 18802 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 2035 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 896 members 
Mstep: Class 31 contains 13670 members 
Mstep: Class 32 contains 160766 members 
Mstep: Class 33 contains 2266 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 728 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146848.000000 Penalty: 120129.375000
Iteration 87Q: 37 clusters Score -1.041468e+08 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 136033 members 
Mstep: Class 3 contains 83690 members 
Mstep: Class 4 contains 30967 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 26092 members 
Mstep: Class 8 contains 9718 members 
Mstep: Class 9 contains 2823 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16359 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 4451 members 
Mstep: Class 23 contains 39743 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 44532 members 
Mstep: Class 26 contains 18747 members 
Mstep: Class 27 contains 10996 members 
Mstep: Class 28 contains 2039 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13687 members 
Mstep: Class 32 contains 158381 members 
Mstep: Class 33 contains 2268 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147200.000000 Penalty: 120129.375000
Iteration 88Q: 37 clusters Score -1.041472e+08 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 141362 members 
Mstep: Class 3 contains 81521 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 26107 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6124 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 5142 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 16360 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 39685 members 
Mstep: Class 24 contains 3955 members 
Mstep: Class 25 contains 44228 members 
Mstep: Class 26 contains 18665 members 
Mstep: Class 27 contains 10988 members 
Mstep: Class 28 contains 2044 members 
Mstep: Class 29 contains 3171 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13702 members 
Mstep: Class 32 contains 155497 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147536.000000 Penalty: 120129.375000
Iteration 89Q: 37 clusters Score -1.041475e+08 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 146529 members 
Mstep: Class 3 contains 79536 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 26124 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 5140 members 
Mstep: Class 13 contains 22663 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16367 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 2726 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 39634 members 
Mstep: Class 24 contains 3961 members 
Mstep: Class 25 contains 43964 members 
Mstep: Class 26 contains 18593 members 
Mstep: Class 27 contains 10995 members 
Mstep: Class 28 contains 2046 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13722 members 
Mstep: Class 32 contains 152525 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147600.000000 Penalty: 120129.375000
Iteration 90Q: 37 clusters Score -1.041476e+08 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 151659 members 
Mstep: Class 3 contains 77620 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 26127 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 5139 members 
Mstep: Class 13 contains 22680 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 16371 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 219 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 39578 members 
Mstep: Class 24 contains 3966 members 
Mstep: Class 25 contains 43750 members 
Mstep: Class 26 contains 18546 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 2047 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13747 members 
Mstep: Class 32 contains 149475 members 
Mstep: Class 33 contains 2268 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148728.000000 Penalty: 120129.375000
Iteration 91Q: 37 clusters Score -1.041487e+08 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 156744 members 
Mstep: Class 3 contains 75744 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 26113 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 5138 members 
Mstep: Class 13 contains 22674 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16366 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 1439 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 39538 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 43610 members 
Mstep: Class 26 contains 18488 members 
Mstep: Class 27 contains 10991 members 
Mstep: Class 28 contains 2052 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13762 members 
Mstep: Class 32 contains 146428 members 
Mstep: Class 33 contains 2269 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149216.000000 Penalty: 120129.375000
Iteration 92Q: 37 clusters Score -1.041492e+08 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 161687 members 
Mstep: Class 3 contains 73784 members 
Mstep: Class 4 contains 30965 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 26146 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 5136 members 
Mstep: Class 13 contains 22685 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16367 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 39504 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 43512 members 
Mstep: Class 26 contains 18402 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2055 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13773 members 
Mstep: Class 32 contains 143523 members 
Mstep: Class 33 contains 2268 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148288.000000 Penalty: 120129.375000
Iteration 93Q: 37 clusters Score -1.041483e+08 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 166507 members 
Mstep: Class 3 contains 71921 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 26162 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 22672 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16365 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 39476 members 
Mstep: Class 24 contains 3977 members 
Mstep: Class 25 contains 43448 members 
Mstep: Class 26 contains 18371 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 2059 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13784 members 
Mstep: Class 32 contains 140610 members 
Mstep: Class 33 contains 2268 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148904.000000 Penalty: 120129.375000
Iteration 94Q: 37 clusters Score -1.041489e+08 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 171265 members 
Mstep: Class 3 contains 70201 members 
Mstep: Class 4 contains 30958 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 5134 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 16353 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2724 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 39446 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 43489 members 
Mstep: Class 26 contains 18312 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 2058 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13788 members 
Mstep: Class 32 contains 137599 members 
Mstep: Class 33 contains 2269 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149352.000000 Penalty: 120129.375000
Iteration 95Q: 37 clusters Score -1.041494e+08 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 175863 members 
Mstep: Class 3 contains 68659 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 3556 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 26173 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22672 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16346 members 
Mstep: Class 16 contains 15220 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 39430 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 43579 members 
Mstep: Class 26 contains 18241 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 2067 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13801 members 
Mstep: Class 32 contains 134461 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149784.000000 Penalty: 120129.375000
Iteration 96Q: 37 clusters Score -1.041498e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 180354 members 
Mstep: Class 3 contains 67401 members 
Mstep: Class 4 contains 30963 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 26194 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16351 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 4360 members 
Mstep: Class 23 contains 39405 members 
Mstep: Class 24 contains 3988 members 
Mstep: Class 25 contains 43715 members 
Mstep: Class 26 contains 18209 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 2071 members 
Mstep: Class 29 contains 3195 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13808 members 
Mstep: Class 32 contains 131072 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150232.000000 Penalty: 120129.375000
Iteration 97Q: 37 clusters Score -1.041502e+08 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 184709 members 
Mstep: Class 3 contains 66506 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 26204 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16342 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 4342 members 
Mstep: Class 23 contains 39377 members 
Mstep: Class 24 contains 3986 members 
Mstep: Class 25 contains 43950 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2073 members 
Mstep: Class 29 contains 3196 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13814 members 
Mstep: Class 32 contains 127415 members 
Mstep: Class 33 contains 2270 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150856.000000 Penalty: 120129.375000
Iteration 98Q: 37 clusters Score -1.041509e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 188684 members 
Mstep: Class 3 contains 65880 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 26222 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22646 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16329 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 39345 members 
Mstep: Class 24 contains 3986 members 
Mstep: Class 25 contains 44204 members 
Mstep: Class 26 contains 18141 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 2073 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13821 members 
Mstep: Class 32 contains 123829 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149952.000000 Penalty: 120129.375000
Iteration 99Q: 37 clusters Score -1.0415e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 191858 members 
Mstep: Class 3 contains 65539 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 9760 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 3145 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 16324 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 39328 members 
Mstep: Class 24 contains 3988 members 
Mstep: Class 25 contains 44440 members 
Mstep: Class 26 contains 18069 members 
Mstep: Class 27 contains 10996 members 
Mstep: Class 28 contains 2074 members 
Mstep: Class 29 contains 3207 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 120783 members 
Mstep: Class 33 contains 2271 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154976.000000 Penalty: 120129.375000
Iteration 100F: 37 clusters Score -1.04155e+08 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 194180 members 
Mstep: Class 3 contains 56438 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 26298 members 
Mstep: Class 8 contains 9760 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 3196 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16323 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1440 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 231 members 
Mstep: Class 21 contains 2730 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 39319 members 
Mstep: Class 24 contains 3993 members 
Mstep: Class 25 contains 44638 members 
Mstep: Class 26 contains 17955 members 
Mstep: Class 27 contains 10983 members 
Mstep: Class 28 contains 2077 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 897 members 
Mstep: Class 31 contains 13841 members 
Mstep: Class 32 contains 127438 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 792 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149928.000000 Penalty: 120129.375000
Iteration 101Q: 37 clusters Score -1.041499e+08 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 197159 members 
Mstep: Class 3 contains 47682 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 26347 members 
Mstep: Class 8 contains 9760 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16323 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 227 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 39340 members 
Mstep: Class 24 contains 4001 members 
Mstep: Class 25 contains 44904 members 
Mstep: Class 26 contains 17849 members 
Mstep: Class 27 contains 10992 members 
Mstep: Class 28 contains 2078 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 901 members 
Mstep: Class 31 contains 13837 members 
Mstep: Class 32 contains 132875 members 
Mstep: Class 33 contains 2275 members 
Mstep: Class 34 contains 793 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104144208.000000 Penalty: 120129.375000
Iteration 102Q: 37 clusters Score -1.041442e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 199840 members 
Mstep: Class 3 contains 40198 members 
Mstep: Class 4 contains 30963 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 2971 members 
Mstep: Class 7 contains 26395 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22673 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16325 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 4348 members 
Mstep: Class 23 contains 39355 members 
Mstep: Class 24 contains 4005 members 
Mstep: Class 25 contains 45206 members 
Mstep: Class 26 contains 17793 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 2078 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 902 members 
Mstep: Class 31 contains 13843 members 
Mstep: Class 32 contains 137190 members 
Mstep: Class 33 contains 2281 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104139440.000000 Penalty: 120129.375000
Iteration 103Q: 37 clusters Score -1.041394e+08 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 202229 members 
Mstep: Class 3 contains 34047 members 
Mstep: Class 4 contains 30962 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 26470 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 3428 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22720 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16344 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1443 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 4356 members 
Mstep: Class 23 contains 39376 members 
Mstep: Class 24 contains 4011 members 
Mstep: Class 25 contains 45508 members 
Mstep: Class 26 contains 17764 members 
Mstep: Class 27 contains 11017 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 3207 members 
Mstep: Class 30 contains 905 members 
Mstep: Class 31 contains 13844 members 
Mstep: Class 32 contains 140435 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104134488.000000 Penalty: 120129.375000
Iteration 104Q: 37 clusters Score -1.041345e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 203971 members 
Mstep: Class 3 contains 29338 members 
Mstep: Class 4 contains 30959 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 26550 members 
Mstep: Class 8 contains 9759 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 3443 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22771 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 209 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 39393 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 45768 members 
Mstep: Class 26 contains 17749 members 
Mstep: Class 27 contains 11025 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 910 members 
Mstep: Class 31 contains 13849 members 
Mstep: Class 32 contains 142971 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104130568.000000 Penalty: 120129.375000
Iteration 105Q: 37 clusters Score -1.041306e+08 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 205181 members 
Mstep: Class 3 contains 25784 members 
Mstep: Class 4 contains 30955 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 26624 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 2829 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22805 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16336 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 20 contains 207 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 39398 members 
Mstep: Class 24 contains 4023 members 
Mstep: Class 25 contains 46019 members 
Mstep: Class 26 contains 17733 members 
Mstep: Class 27 contains 11041 members 
Mstep: Class 28 contains 2081 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 914 members 
Mstep: Class 31 contains 13862 members 
Mstep: Class 32 contains 144971 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128320.000000 Penalty: 120129.375000
Iteration 106Q: 37 clusters Score -1.041283e+08 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 206016 members 
Mstep: Class 3 contains 23168 members 
Mstep: Class 4 contains 30954 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 26684 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22832 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16344 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 39421 members 
Mstep: Class 24 contains 4032 members 
Mstep: Class 25 contains 46207 members 
Mstep: Class 26 contains 17716 members 
Mstep: Class 27 contains 11050 members 
Mstep: Class 28 contains 2083 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 13873 members 
Mstep: Class 32 contains 146465 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126864.000000 Penalty: 120129.375000
Iteration 107Q: 37 clusters Score -1.041269e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 206655 members 
Mstep: Class 3 contains 21256 members 
Mstep: Class 4 contains 30951 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 26748 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 6063 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22861 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16337 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 39421 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 46375 members 
Mstep: Class 26 contains 17704 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 2084 members 
Mstep: Class 29 contains 3222 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 13890 members 
Mstep: Class 32 contains 147498 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125696.000000 Penalty: 120129.375000
Iteration 108Q: 37 clusters Score -1.041257e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 207155 members 
Mstep: Class 3 contains 19687 members 
Mstep: Class 4 contains 30952 members 
Mstep: Class 5 contains 3503 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 26790 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 3261 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22884 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16335 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 39425 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 46544 members 
Mstep: Class 26 contains 17689 members 
Mstep: Class 27 contains 11058 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 3227 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 13898 members 
Mstep: Class 32 contains 148361 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124920.000000 Penalty: 120129.375000
Iteration 109Q: 37 clusters Score -1.041249e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 207627 members 
Mstep: Class 3 contains 18359 members 
Mstep: Class 4 contains 30953 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 26830 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 6055 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 22891 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 16326 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 39423 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 46694 members 
Mstep: Class 26 contains 17648 members 
Mstep: Class 27 contains 11062 members 
Mstep: Class 28 contains 2087 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 13909 members 
Mstep: Class 32 contains 149087 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123656.000000 Penalty: 120129.375000
Iteration 110Q: 37 clusters Score -1.041237e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 208068 members 
Mstep: Class 3 contains 17274 members 
Mstep: Class 4 contains 30954 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 26879 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22905 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 16308 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2736 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 39424 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 46811 members 
Mstep: Class 26 contains 17619 members 
Mstep: Class 27 contains 11062 members 
Mstep: Class 28 contains 2089 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 915 members 
Mstep: Class 31 contains 13914 members 
Mstep: Class 32 contains 149604 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104122792.000000 Penalty: 120129.375000
Iteration 111Q: 37 clusters Score -1.041228e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 208619 members 
Mstep: Class 3 contains 16412 members 
Mstep: Class 4 contains 30957 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 26909 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2844 members 
Mstep: Class 10 contains 6046 members 
Mstep: Class 11 contains 3178 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22938 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 16291 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 39416 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 46897 members 
Mstep: Class 26 contains 17599 members 
Mstep: Class 27 contains 11059 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13916 members 
Mstep: Class 32 contains 149831 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121816.000000 Penalty: 120129.375000
Iteration 112Q: 37 clusters Score -1.041218e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 209130 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 30957 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 26956 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22964 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 16287 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 46975 members 
Mstep: Class 26 contains 17564 members 
Mstep: Class 27 contains 11059 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 3231 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13919 members 
Mstep: Class 32 contains 150037 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121136.000000 Penalty: 120129.375000
Iteration 113Q: 37 clusters Score -1.041211e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 209685 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 30957 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 26986 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 6034 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22978 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 16280 members 
Mstep: Class 16 contains 15224 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 39399 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 47069 members 
Mstep: Class 26 contains 17546 members 
Mstep: Class 27 contains 11059 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3233 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13928 members 
Mstep: Class 32 contains 150066 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120408.000000 Penalty: 120129.375000
Iteration 114Q: 37 clusters Score -1.041204e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 210188 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 30955 members 
Mstep: Class 5 contains 3477 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 27025 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 3161 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22987 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 16285 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 39398 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47181 members 
Mstep: Class 26 contains 17515 members 
Mstep: Class 27 contains 11061 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3234 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13929 members 
Mstep: Class 32 contains 150077 members 
Mstep: Class 33 contains 2285 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119536.000000 Penalty: 120129.375000
Iteration 115Q: 37 clusters Score -1.041195e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 210676 members 
Mstep: Class 3 contains 13754 members 
Mstep: Class 4 contains 30958 members 
Mstep: Class 5 contains 3470 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 27072 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 6023 members 
Mstep: Class 11 contains 3155 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 39394 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 47288 members 
Mstep: Class 26 contains 17483 members 
Mstep: Class 27 contains 11068 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13936 members 
Mstep: Class 32 contains 149976 members 
Mstep: Class 33 contains 2286 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118864.000000 Penalty: 120129.375000
Iteration 116Q: 37 clusters Score -1.041189e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 211238 members 
Mstep: Class 3 contains 13295 members 
Mstep: Class 4 contains 30960 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 27112 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 6020 members 
Mstep: Class 11 contains 3144 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22998 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16283 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 4439 members 
Mstep: Class 23 contains 39390 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 47395 members 
Mstep: Class 26 contains 17451 members 
Mstep: Class 27 contains 11072 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13941 members 
Mstep: Class 32 contains 149771 members 
Mstep: Class 33 contains 2287 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118104.000000 Penalty: 120129.375000
Iteration 117Q: 37 clusters Score -1.041181e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 211787 members 
Mstep: Class 3 contains 12894 members 
Mstep: Class 4 contains 30963 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 27155 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2868 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 3125 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23007 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16284 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 39396 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 47530 members 
Mstep: Class 26 contains 17432 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3235 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13948 members 
Mstep: Class 32 contains 149449 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117616.000000 Penalty: 120129.375000
Iteration 118Q: 37 clusters Score -1.041176e+08 nChanged 1530
Entering ConstructFrom: 
Score: -104117616.000000 Penalty: 120129.375000
Entering ConstructFrom: 
Trying to split cluster 1 (16343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Entering Unmasked Estep 
Score: -2295027.250000 Penalty: 2405.985596
	Iteration 0F: 2 clusters Score -2295027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2283303.250000 Penalty: 4811.971191
	Iteration 0F: 3 clusters Score -2283303 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2287070.250000 Penalty: 4811.971191
	Iteration 1F: 3 clusters Score -2287070 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2287708.750000 Penalty: 4811.971191
	Iteration 2F: 3 clusters Score -2287709 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2288286.750000 Penalty: 4811.971191
	Iteration 3F: 3 clusters Score -2288287 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2288847.000000 Penalty: 4811.971191
	Iteration 4F: 3 clusters Score -2288847 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2289376.250000 Penalty: 4811.971191
	Iteration 5F: 3 clusters Score -2289376 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2289917.500000 Penalty: 4811.971191
	Iteration 6F: 3 clusters Score -2289918 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2290448.250000 Penalty: 4811.971191
	Iteration 7F: 3 clusters Score -2290448 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2290979.000000 Penalty: 4811.971191
	Iteration 8Q: 3 clusters Score -2290979 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2291417.250000 Penalty: 4811.971191
	Iteration 9Q: 3 clusters Score -2291417 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2291712.750000 Penalty: 4811.971191
	Iteration 10Q: 3 clusters Score -2291713 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2291883.250000 Penalty: 4811.971191
	Iteration 11Q: 3 clusters Score -2291883 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2292009.500000 Penalty: 4811.971191
	Iteration 12Q: 3 clusters Score -2292010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2292105.000000 Penalty: 4811.971191
	Iteration 13Q: 3 clusters Score -2292105 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2292193.250000 Penalty: 4811.971191
	Iteration 14Q: 3 clusters Score -2292193 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2292263.250000 Penalty: 4811.971191
	Iteration 15Q: 3 clusters Score -2292263 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2292330.750000 Penalty: 4811.971191
	Iteration 16Q: 3 clusters Score -2292331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2292397.000000 Penalty: 4811.971191
	Iteration 17Q: 3 clusters Score -2292397 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2292457.750000 Penalty: 4811.971191
	Iteration 18Q: 3 clusters Score -2292458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2292495.500000 Penalty: 4811.971191
	Iteration 19Q: 3 clusters Score -2292496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2292553.250000 Penalty: 4811.971191
	Iteration 20F: 3 clusters Score -2292553 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2292589.000000 Penalty: 4811.971191
	Iteration 21Q: 3 clusters Score -2292589 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2292623.250000 Penalty: 4811.971191
	Iteration 22Q: 3 clusters Score -2292623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2292657.000000 Penalty: 4811.971191
	Iteration 23Q: 3 clusters Score -2292657 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2292680.500000 Penalty: 4811.971191
	Iteration 24Q: 3 clusters Score -2292680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2292714.500000 Penalty: 4811.971191
	Iteration 25Q: 3 clusters Score -2292714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2292725.750000 Penalty: 4811.971191
	Iteration 26Q: 3 clusters Score -2292726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2292752.750000 Penalty: 4811.971191
	Iteration 27Q: 3 clusters Score -2292753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2292780.750000 Penalty: 4811.971191
	Iteration 28Q: 3 clusters Score -2292781 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2292808.750000 Penalty: 4811.971191
	Iteration 29Q: 3 clusters Score -2292809 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2292841.750000 Penalty: 4811.971191
	Iteration 30Q: 3 clusters Score -2292842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2292878.250000 Penalty: 4811.971191
	Iteration 31Q: 3 clusters Score -2292878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2292912.500000 Penalty: 4811.971191
	Iteration 32Q: 3 clusters Score -2292912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2292959.750000 Penalty: 4811.971191
	Iteration 33Q: 3 clusters Score -2292960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2292998.250000 Penalty: 4811.971191
	Iteration 34Q: 3 clusters Score -2292998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2293055.750000 Penalty: 4811.971191
	Iteration 35Q: 3 clusters Score -2293056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2293109.000000 Penalty: 4811.971191
	Iteration 36Q: 3 clusters Score -2293109 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2293169.500000 Penalty: 4811.971191
	Iteration 37Q: 3 clusters Score -2293170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2293214.000000 Penalty: 4811.971191
	Iteration 38Q: 3 clusters Score -2293214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2293258.500000 Penalty: 4811.971191
	Iteration 39Q: 3 clusters Score -2293258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2293297.500000 Penalty: 4811.971191
	Iteration 40F: 3 clusters Score -2293298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2293339.250000 Penalty: 4811.971191
	Iteration 41Q: 3 clusters Score -2293339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2293369.250000 Penalty: 4811.971191
	Iteration 42Q: 3 clusters Score -2293369 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2293405.500000 Penalty: 4811.971191
	Iteration 43Q: 3 clusters Score -2293406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2293434.750000 Penalty: 4811.971191
	Iteration 44Q: 3 clusters Score -2293435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2293458.750000 Penalty: 4811.971191
	Iteration 45Q: 3 clusters Score -2293459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2293491.250000 Penalty: 4811.971191
	Iteration 46Q: 3 clusters Score -2293491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2293522.500000 Penalty: 4811.971191
	Iteration 47Q: 3 clusters Score -2293522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2293566.500000 Penalty: 4811.971191
	Iteration 48Q: 3 clusters Score -2293566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2293594.000000 Penalty: 4811.971191
	Iteration 49Q: 3 clusters Score -2293594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2293625.750000 Penalty: 4811.971191
	Iteration 50Q: 3 clusters Score -2293626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2293642.750000 Penalty: 4811.971191
	Iteration 51Q: 3 clusters Score -2293643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2293670.500000 Penalty: 4811.971191
	Iteration 52Q: 3 clusters Score -2293670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2293688.750000 Penalty: 4811.971191
	Iteration 53Q: 3 clusters Score -2293689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2293704.000000 Penalty: 4811.971191
	Iteration 54Q: 3 clusters Score -2293704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2293715.750000 Penalty: 4811.971191
	Iteration 55Q: 3 clusters Score -2293716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2293721.250000 Penalty: 4811.971191
	Iteration 56Q: 3 clusters Score -2293721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2293731.000000 Penalty: 4811.971191
	Iteration 57Q: 3 clusters Score -2293731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2293744.750000 Penalty: 4811.971191
	Iteration 58Q: 3 clusters Score -2293745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2293751.750000 Penalty: 4811.971191
	Iteration 59Q: 3 clusters Score -2293752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2293757.750000 Penalty: 4811.971191
	Iteration 60F: 3 clusters Score -2293758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2293763.250000 Penalty: 4811.971191
	Iteration 61Q: 3 clusters Score -2293763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2293769.250000 Penalty: 4811.971191
	Iteration 62Q: 3 clusters Score -2293769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2293775.500000 Penalty: 4811.971191
	Iteration 63Q: 3 clusters Score -2293776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2293780.000000 Penalty: 4811.971191
	Iteration 64Q: 3 clusters Score -2293780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2293779.750000 Penalty: 4811.971191
	Iteration 65Q: 3 clusters Score -2293780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2293782.250000 Penalty: 4811.971191
	Iteration 66Q: 3 clusters Score -2293782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2293782.250000 Penalty: 4811.971191
	Iteration 67Q: 3 clusters Score -2293782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2293784.000000 Penalty: 4811.971191
	Iteration 68Q: 3 clusters Score -2293784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2293784.250000 Penalty: 4811.971191
	Iteration 69Q: 3 clusters Score -2293784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2293785.750000 Penalty: 4811.971191
	Iteration 70Q: 3 clusters Score -2293786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2293783.750000 Penalty: 4811.971191
	Iteration 71Q: 3 clusters Score -2293784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2293782.750000 Penalty: 4811.971191
	Iteration 72Q: 3 clusters Score -2293783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2293782.750000 Penalty: 4811.971191
	Iteration 73F: 3 clusters Score -2293783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (212325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212325 members 
Entering Unmasked Estep 
Score: -32605818.000000 Penalty: 3041.936523
	Iteration 0F: 2 clusters Score -3.260582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -32505520.000000 Penalty: 6083.873047
	Iteration 0F: 3 clusters Score -3.250552e+07 nChanged 102155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -32565068.000000 Penalty: 6083.873047
	Iteration 1F: 3 clusters Score -3.256507e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -32566120.000000 Penalty: 6083.873047
	Iteration 2Q: 3 clusters Score -3.256612e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -32567140.000000 Penalty: 6083.873047
	Iteration 3Q: 3 clusters Score -3.256714e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -32568388.000000 Penalty: 6083.873047
	Iteration 4Q: 3 clusters Score -3.256839e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -32570322.000000 Penalty: 6083.873047
	Iteration 5Q: 3 clusters Score -3.257032e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -32572966.000000 Penalty: 6083.873047
	Iteration 6Q: 3 clusters Score -3.257297e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -32577290.000000 Penalty: 6083.873047
	Iteration 7Q: 3 clusters Score -3.257729e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 107383 members 
Entering Unmasked Estep 
Score: -32584666.000000 Penalty: 6083.873047
	Iteration 8F: 3 clusters Score -3.258467e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104314 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -32595210.000000 Penalty: 6083.873047
	Iteration 9F: 3 clusters Score -3.259521e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -32604774.000000 Penalty: 6083.873047
	Iteration 10F: 3 clusters Score -3.260477e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -32609498.000000 Penalty: 6083.873047
	Iteration 11F: 3 clusters Score -3.26095e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -32611422.000000 Penalty: 6083.873047
	Iteration 12Q: 3 clusters Score -3.261142e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -32612356.000000 Penalty: 6083.873047
	Iteration 13Q: 3 clusters Score -3.261236e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -32612992.000000 Penalty: 6083.873047
	Iteration 14Q: 3 clusters Score -3.261299e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -32613908.000000 Penalty: 6083.873047
	Iteration 15Q: 3 clusters Score -3.261391e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -32614660.000000 Penalty: 6083.873047
	Iteration 16Q: 3 clusters Score -3.261466e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -32615716.000000 Penalty: 6083.873047
	Iteration 17Q: 3 clusters Score -3.261572e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96332 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -32616690.000000 Penalty: 6083.873047
	Iteration 18Q: 3 clusters Score -3.261669e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -32617686.000000 Penalty: 6083.873047
	Iteration 19Q: 3 clusters Score -3.261769e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -32618370.000000 Penalty: 6083.873047
	Iteration 20F: 3 clusters Score -3.261837e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 120582 members 
Entering Unmasked Estep 
Score: -32619136.000000 Penalty: 6083.873047
	Iteration 21Q: 3 clusters Score -3.261914e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 121935 members 
Entering Unmasked Estep 
Score: -32619938.000000 Penalty: 6083.873047
	Iteration 22Q: 3 clusters Score -3.261994e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 123279 members 
Entering Unmasked Estep 
Score: -32620474.000000 Penalty: 6083.873047
	Iteration 23Q: 3 clusters Score -3.262047e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 124511 members 
Entering Unmasked Estep 
Score: -32621184.000000 Penalty: 6083.873047
	Iteration 24Q: 3 clusters Score -3.262118e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -32621916.000000 Penalty: 6083.873047
	Iteration 25Q: 3 clusters Score -3.262192e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 126610 members 
Entering Unmasked Estep 
Score: -32622554.000000 Penalty: 6083.873047
	Iteration 26Q: 3 clusters Score -3.262255e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -32623104.000000 Penalty: 6083.873047
	Iteration 27Q: 3 clusters Score -3.26231e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 128363 members 
Entering Unmasked Estep 
Score: -32623844.000000 Penalty: 6083.873047
	Iteration 28Q: 3 clusters Score -3.262384e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 129078 members 
Entering Unmasked Estep 
Score: -32624324.000000 Penalty: 6083.873047
	Iteration 29Q: 3 clusters Score -3.262432e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -32624744.000000 Penalty: 6083.873047
	Iteration 30Q: 3 clusters Score -3.262474e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
Score: -32625244.000000 Penalty: 6083.873047
	Iteration 31Q: 3 clusters Score -3.262524e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 130409 members 
Entering Unmasked Estep 
Score: -32625670.000000 Penalty: 6083.873047
	Iteration 32Q: 3 clusters Score -3.262567e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -32626036.000000 Penalty: 6083.873047
	Iteration 33Q: 3 clusters Score -3.262604e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 130756 members 
Entering Unmasked Estep 
Score: -32626472.000000 Penalty: 6083.873047
	Iteration 34Q: 3 clusters Score -3.262647e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 130782 members 
Entering Unmasked Estep 
Score: -32626918.000000 Penalty: 6083.873047
	Iteration 35Q: 3 clusters Score -3.262692e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -32627514.000000 Penalty: 6083.873047
	Iteration 36Q: 3 clusters Score -3.262751e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 130761 members 
Entering Unmasked Estep 
Score: -32627940.000000 Penalty: 6083.873047
	Iteration 37Q: 3 clusters Score -3.262794e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -32628134.000000 Penalty: 6083.873047
	Iteration 38Q: 3 clusters Score -3.262813e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 130477 members 
Entering Unmasked Estep 
Score: -32628520.000000 Penalty: 6083.873047
	Iteration 39Q: 3 clusters Score -3.262852e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -32628850.000000 Penalty: 6083.873047
	Iteration 40F: 3 clusters Score -3.262885e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -32629098.000000 Penalty: 6083.873047
	Iteration 41Q: 3 clusters Score -3.26291e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 129204 members 
Entering Unmasked Estep 
Score: -32629314.000000 Penalty: 6083.873047
	Iteration 42Q: 3 clusters Score -3.262931e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -32629644.000000 Penalty: 6083.873047
	Iteration 43Q: 3 clusters Score -3.262964e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 127769 members 
Entering Unmasked Estep 
Score: -32629822.000000 Penalty: 6083.873047
	Iteration 44Q: 3 clusters Score -3.262982e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85313 members 
Mstep: Class 2 contains 127012 members 
Entering Unmasked Estep 
Score: -32629870.000000 Penalty: 6083.873047
	Iteration 45Q: 3 clusters Score -3.262987e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -32630052.000000 Penalty: 6083.873047
	Iteration 46Q: 3 clusters Score -3.263005e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -32630184.000000 Penalty: 6083.873047
	Iteration 47Q: 3 clusters Score -3.263018e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -32630032.000000 Penalty: 6083.873047
	Iteration 48Q: 3 clusters Score -3.263003e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -32630056.000000 Penalty: 6083.873047
	Iteration 49Q: 3 clusters Score -3.263006e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -32630014.000000 Penalty: 6083.873047
	Iteration 50Q: 3 clusters Score -3.263001e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -32630074.000000 Penalty: 6083.873047
	Iteration 51Q: 3 clusters Score -3.263007e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -32630046.000000 Penalty: 6083.873047
	Iteration 52Q: 3 clusters Score -3.263005e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 121001 members 
Entering Unmasked Estep 
Score: -32630010.000000 Penalty: 6083.873047
	Iteration 53Q: 3 clusters Score -3.263001e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 120234 members 
Entering Unmasked Estep 
Score: -32630034.000000 Penalty: 6083.873047
	Iteration 54Q: 3 clusters Score -3.263003e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 119477 members 
Entering Unmasked Estep 
Score: -32630104.000000 Penalty: 6083.873047
	Iteration 55Q: 3 clusters Score -3.26301e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -32630124.000000 Penalty: 6083.873047
	Iteration 56Q: 3 clusters Score -3.263012e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -32630170.000000 Penalty: 6083.873047
	Iteration 57Q: 3 clusters Score -3.263017e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -32630124.000000 Penalty: 6083.873047
	Iteration 58Q: 3 clusters Score -3.263012e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -32630118.000000 Penalty: 6083.873047
	Iteration 59Q: 3 clusters Score -3.263012e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -32630112.000000 Penalty: 6083.873047
	Iteration 60F: 3 clusters Score -3.263011e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -32630084.000000 Penalty: 6083.873047
	Iteration 61Q: 3 clusters Score -3.263008e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96524 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -32630092.000000 Penalty: 6083.873047
	Iteration 62Q: 3 clusters Score -3.263009e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -32630096.000000 Penalty: 6083.873047
	Iteration 63Q: 3 clusters Score -3.26301e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -32630142.000000 Penalty: 6083.873047
	Iteration 64Q: 3 clusters Score -3.263014e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -32630110.000000 Penalty: 6083.873047
	Iteration 65Q: 3 clusters Score -3.263011e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -32630168.000000 Penalty: 6083.873047
	Iteration 66Q: 3 clusters Score -3.263017e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -32630136.000000 Penalty: 6083.873047
	Iteration 67Q: 3 clusters Score -3.263014e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -32630138.000000 Penalty: 6083.873047
	Iteration 68Q: 3 clusters Score -3.263014e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -32630174.000000 Penalty: 6083.873047
	Iteration 69Q: 3 clusters Score -3.263017e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -32630198.000000 Penalty: 6083.873047
	Iteration 70Q: 3 clusters Score -3.26302e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -32630154.000000 Penalty: 6083.873047
	Iteration 71Q: 3 clusters Score -3.263015e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -32630180.000000 Penalty: 6083.873047
	Iteration 72Q: 3 clusters Score -3.263018e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -32630186.000000 Penalty: 6083.873047
	Iteration 73Q: 3 clusters Score -3.263019e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 114121 members 
Entering Unmasked Estep 
Score: -32630174.000000 Penalty: 6083.873047
	Iteration 74Q: 3 clusters Score -3.263017e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -32630176.000000 Penalty: 6083.873047
	Iteration 75Q: 3 clusters Score -3.263018e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -32630208.000000 Penalty: 6083.873047
	Iteration 76Q: 3 clusters Score -3.263021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -32630202.000000 Penalty: 6083.873047
	Iteration 77Q: 3 clusters Score -3.26302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -32630200.000000 Penalty: 6083.873047
	Iteration 78Q: 3 clusters Score -3.26302e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98297 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -32630196.000000 Penalty: 6083.873047
	Iteration 79Q: 3 clusters Score -3.26302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 114023 members 
Entering Unmasked Estep 
Score: -32630174.000000 Penalty: 6083.873047
	Iteration 80F: 3 clusters Score -3.263017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 114020 members 
Entering Unmasked Estep 
Score: -32630186.000000 Penalty: 6083.873047
	Iteration 81Q: 3 clusters Score -3.263019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -32630162.000000 Penalty: 6083.873047
	Iteration 82Q: 3 clusters Score -3.263016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -32630182.000000 Penalty: 6083.873047
	Iteration 83Q: 3 clusters Score -3.263018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -32630168.000000 Penalty: 6083.873047
	Iteration 84Q: 3 clusters Score -3.263017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -32630148.000000 Penalty: 6083.873047
	Iteration 85Q: 3 clusters Score -3.263015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98328 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -32630152.000000 Penalty: 6083.873047
	Iteration 86Q: 3 clusters Score -3.263015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -32630156.000000 Penalty: 6083.873047
	Iteration 87Q: 3 clusters Score -3.263016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 113988 members 
Entering Unmasked Estep 
Score: -32630168.000000 Penalty: 6083.873047
	Iteration 88Q: 3 clusters Score -3.263017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -32630186.000000 Penalty: 6083.873047
	Iteration 89Q: 3 clusters Score -3.263019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -32630198.000000 Penalty: 6083.873047
	Iteration 90Q: 3 clusters Score -3.26302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -32630184.000000 Penalty: 6083.873047
	Iteration 91Q: 3 clusters Score -3.263018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -32630174.000000 Penalty: 6083.873047
	Iteration 92Q: 3 clusters Score -3.263017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 113986 members 
Entering Unmasked Estep 
Score: -32630174.000000 Penalty: 6083.873047
	Iteration 93F: 3 clusters Score -3.263017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 113986 members 
Entering Unmasked Estep 
Score: -104143288.000000 Penalty: 123466.296875
Splitting cluster 2 changes total score from -104117616.000000 to -104143288.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (12514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Entering Unmasked Estep 
Score: -1938046.875000 Penalty: 2339.781738
	Iteration 0F: 2 clusters Score -1938047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1928834.375000 Penalty: 4679.563477
	Iteration 0F: 3 clusters Score -1928834 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1931603.000000 Penalty: 4679.563477
	Iteration 1F: 3 clusters Score -1931603 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1931906.500000 Penalty: 4679.563477
	Iteration 2F: 3 clusters Score -1931906 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1932114.000000 Penalty: 4679.563477
	Iteration 3Q: 3 clusters Score -1932114 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1932292.125000 Penalty: 4679.563477
	Iteration 4Q: 3 clusters Score -1932292 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1932431.500000 Penalty: 4679.563477
	Iteration 5Q: 3 clusters Score -1932432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1932578.875000 Penalty: 4679.563477
	Iteration 6Q: 3 clusters Score -1932579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1932765.125000 Penalty: 4679.563477
	Iteration 7Q: 3 clusters Score -1932765 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1932977.375000 Penalty: 4679.563477
	Iteration 8Q: 3 clusters Score -1932977 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1933250.000000 Penalty: 4679.563477
	Iteration 9Q: 3 clusters Score -1933250 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1933569.500000 Penalty: 4679.563477
	Iteration 10Q: 3 clusters Score -1933570 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1933933.125000 Penalty: 4679.563477
	Iteration 11Q: 3 clusters Score -1933933 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1934343.750000 Penalty: 4679.563477
	Iteration 12Q: 3 clusters Score -1934344 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1934781.500000 Penalty: 4679.563477
	Iteration 13Q: 3 clusters Score -1934782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1935149.375000 Penalty: 4679.563477
	Iteration 14Q: 3 clusters Score -1935149 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1935411.000000 Penalty: 4679.563477
	Iteration 15Q: 3 clusters Score -1935411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1935553.250000 Penalty: 4679.563477
	Iteration 16Q: 3 clusters Score -1935553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1935659.750000 Penalty: 4679.563477
	Iteration 17Q: 3 clusters Score -1935660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1935744.875000 Penalty: 4679.563477
	Iteration 18Q: 3 clusters Score -1935745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1935805.250000 Penalty: 4679.563477
	Iteration 19Q: 3 clusters Score -1935805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1935864.000000 Penalty: 4679.563477
	Iteration 20F: 3 clusters Score -1935864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1935906.250000 Penalty: 4679.563477
	Iteration 21Q: 3 clusters Score -1935906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1935940.375000 Penalty: 4679.563477
	Iteration 22Q: 3 clusters Score -1935940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1935965.875000 Penalty: 4679.563477
	Iteration 23Q: 3 clusters Score -1935966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1935980.500000 Penalty: 4679.563477
	Iteration 24Q: 3 clusters Score -1935980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1935996.375000 Penalty: 4679.563477
	Iteration 25Q: 3 clusters Score -1935996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1936003.125000 Penalty: 4679.563477
	Iteration 26Q: 3 clusters Score -1936003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1936005.750000 Penalty: 4679.563477
	Iteration 27Q: 3 clusters Score -1936006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1936015.875000 Penalty: 4679.563477
	Iteration 28Q: 3 clusters Score -1936016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1936018.375000 Penalty: 4679.563477
	Iteration 29Q: 3 clusters Score -1936018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1936020.750000 Penalty: 4679.563477
	Iteration 30Q: 3 clusters Score -1936021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1936022.000000 Penalty: 4679.563477
	Iteration 31Q: 3 clusters Score -1936022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1936024.875000 Penalty: 4679.563477
	Iteration 32Q: 3 clusters Score -1936025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1936025.625000 Penalty: 4679.563477
	Iteration 33Q: 3 clusters Score -1936026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1936025.625000 Penalty: 4679.563477
	Iteration 34Q: 3 clusters Score -1936026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1936025.625000 Penalty: 4679.563477
	Iteration 35F: 3 clusters Score -1936026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Entering Unmasked Estep 
Score: -4784329.000000 Penalty: 2564.464111
	Iteration 0F: 2 clusters Score -4784329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4763190.500000 Penalty: 5128.928223
	Iteration 0F: 3 clusters Score -4763190 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4771162.000000 Penalty: 5128.928223
	Iteration 1F: 3 clusters Score -4771162 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4771971.500000 Penalty: 5128.928223
	Iteration 2F: 3 clusters Score -4771972 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4772767.000000 Penalty: 5128.928223
	Iteration 3F: 3 clusters Score -4772767 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4773670.500000 Penalty: 5128.928223
	Iteration 4F: 3 clusters Score -4773670 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4774608.500000 Penalty: 5128.928223
	Iteration 5F: 3 clusters Score -4774608 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4775532.500000 Penalty: 5128.928223
	Iteration 6F: 3 clusters Score -4775532 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4776524.000000 Penalty: 5128.928223
	Iteration 7F: 3 clusters Score -4776524 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4777395.500000 Penalty: 5128.928223
	Iteration 8Q: 3 clusters Score -4777396 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4778159.000000 Penalty: 5128.928223
	Iteration 9Q: 3 clusters Score -4778159 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4778885.500000 Penalty: 5128.928223
	Iteration 10Q: 3 clusters Score -4778886 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -4779436.000000 Penalty: 5128.928223
	Iteration 11Q: 3 clusters Score -4779436 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4779894.000000 Penalty: 5128.928223
	Iteration 12Q: 3 clusters Score -4779894 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4780311.500000 Penalty: 5128.928223
	Iteration 13Q: 3 clusters Score -4780312 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4780628.000000 Penalty: 5128.928223
	Iteration 14Q: 3 clusters Score -4780628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4780899.000000 Penalty: 5128.928223
	Iteration 15Q: 3 clusters Score -4780899 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4781131.000000 Penalty: 5128.928223
	Iteration 16Q: 3 clusters Score -4781131 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4781335.500000 Penalty: 5128.928223
	Iteration 17Q: 3 clusters Score -4781336 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4781541.000000 Penalty: 5128.928223
	Iteration 18Q: 3 clusters Score -4781541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4781696.000000 Penalty: 5128.928223
	Iteration 19Q: 3 clusters Score -4781696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4781886.500000 Penalty: 5128.928223
	Iteration 20F: 3 clusters Score -4781886 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4782039.500000 Penalty: 5128.928223
	Iteration 21Q: 3 clusters Score -4782040 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4782158.500000 Penalty: 5128.928223
	Iteration 22Q: 3 clusters Score -4782158 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4782292.000000 Penalty: 5128.928223
	Iteration 23Q: 3 clusters Score -4782292 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4782389.500000 Penalty: 5128.928223
	Iteration 24Q: 3 clusters Score -4782390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4782489.500000 Penalty: 5128.928223
	Iteration 25Q: 3 clusters Score -4782490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4782561.000000 Penalty: 5128.928223
	Iteration 26Q: 3 clusters Score -4782561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4782594.500000 Penalty: 5128.928223
	Iteration 27Q: 3 clusters Score -4782594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4782651.000000 Penalty: 5128.928223
	Iteration 28Q: 3 clusters Score -4782651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4782679.000000 Penalty: 5128.928223
	Iteration 29Q: 3 clusters Score -4782679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4782703.500000 Penalty: 5128.928223
	Iteration 30Q: 3 clusters Score -4782704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4782718.500000 Penalty: 5128.928223
	Iteration 31Q: 3 clusters Score -4782718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4782720.000000 Penalty: 5128.928223
	Iteration 32Q: 3 clusters Score -4782720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4782733.500000 Penalty: 5128.928223
	Iteration 33Q: 3 clusters Score -4782734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4782723.000000 Penalty: 5128.928223
	Iteration 34Q: 3 clusters Score -4782723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4782730.500000 Penalty: 5128.928223
	Iteration 35Q: 3 clusters Score -4782730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4782753.500000 Penalty: 5128.928223
	Iteration 36Q: 3 clusters Score -4782754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4782748.000000 Penalty: 5128.928223
	Iteration 37Q: 3 clusters Score -4782748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4782756.500000 Penalty: 5128.928223
	Iteration 38Q: 3 clusters Score -4782756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4782758.500000 Penalty: 5128.928223
	Iteration 39Q: 3 clusters Score -4782758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4782755.500000 Penalty: 5128.928223
	Iteration 40F: 3 clusters Score -4782756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4782762.000000 Penalty: 5128.928223
	Iteration 41Q: 3 clusters Score -4782762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4782760.500000 Penalty: 5128.928223
	Iteration 42Q: 3 clusters Score -4782760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4782763.000000 Penalty: 5128.928223
	Iteration 43Q: 3 clusters Score -4782763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4782765.500000 Penalty: 5128.928223
	Iteration 44Q: 3 clusters Score -4782766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4782761.000000 Penalty: 5128.928223
	Iteration 45Q: 3 clusters Score -4782761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4782757.000000 Penalty: 5128.928223
	Iteration 46Q: 3 clusters Score -4782757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4782758.000000 Penalty: 5128.928223
	Iteration 47Q: 3 clusters Score -4782758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4782763.500000 Penalty: 5128.928223
	Iteration 48Q: 3 clusters Score -4782764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4782759.000000 Penalty: 5128.928223
	Iteration 49Q: 3 clusters Score -4782759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4782763.500000 Penalty: 5128.928223
	Iteration 50Q: 3 clusters Score -4782764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4782763.500000 Penalty: 5128.928223
	Iteration 51F: 3 clusters Score -4782764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -517525.281250 Penalty: 2021.459106
	Iteration 0F: 2 clusters Score -517525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -514029.687500 Penalty: 4042.918213
	Iteration 0F: 3 clusters Score -514029.7 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -514758.531250 Penalty: 4042.918213
	Iteration 1F: 3 clusters Score -514758.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -514910.718750 Penalty: 4042.918213
	Iteration 2F: 3 clusters Score -514910.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -515026.531250 Penalty: 4042.918213
	Iteration 3Q: 3 clusters Score -515026.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -515116.843750 Penalty: 4042.918213
	Iteration 4Q: 3 clusters Score -515116.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -515196.906250 Penalty: 4042.918213
	Iteration 5Q: 3 clusters Score -515196.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -515266.281250 Penalty: 4042.918213
	Iteration 6Q: 3 clusters Score -515266.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -515331.562500 Penalty: 4042.918213
	Iteration 7Q: 3 clusters Score -515331.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -515389.781250 Penalty: 4042.918213
	Iteration 8Q: 3 clusters Score -515389.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -515467.781250 Penalty: 4042.918213
	Iteration 9Q: 3 clusters Score -515467.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -515547.468750 Penalty: 4042.918213
	Iteration 10Q: 3 clusters Score -515547.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -515634.031250 Penalty: 4042.918213
	Iteration 11Q: 3 clusters Score -515634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -515706.593750 Penalty: 4042.918213
	Iteration 12Q: 3 clusters Score -515706.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -515773.468750 Penalty: 4042.918213
	Iteration 13Q: 3 clusters Score -515773.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -515830.343750 Penalty: 4042.918213
	Iteration 14Q: 3 clusters Score -515830.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -515883.062500 Penalty: 4042.918213
	Iteration 15Q: 3 clusters Score -515883.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -515920.343750 Penalty: 4042.918213
	Iteration 16Q: 3 clusters Score -515920.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -515944.375000 Penalty: 4042.918213
	Iteration 17Q: 3 clusters Score -515944.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -515966.437500 Penalty: 4042.918213
	Iteration 18Q: 3 clusters Score -515966.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -515985.968750 Penalty: 4042.918213
	Iteration 19Q: 3 clusters Score -515986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -516001.343750 Penalty: 4042.918213
	Iteration 20F: 3 clusters Score -516001.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -516009.593750 Penalty: 4042.918213
	Iteration 21Q: 3 clusters Score -516009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -516019.312500 Penalty: 4042.918213
	Iteration 22Q: 3 clusters Score -516019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -516025.593750 Penalty: 4042.918213
	Iteration 23Q: 3 clusters Score -516025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -516028.937500 Penalty: 4042.918213
	Iteration 24Q: 3 clusters Score -516028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -516034.937500 Penalty: 4042.918213
	Iteration 25Q: 3 clusters Score -516034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -516041.625000 Penalty: 4042.918213
	Iteration 26Q: 3 clusters Score -516041.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -516047.718750 Penalty: 4042.918213
	Iteration 27Q: 3 clusters Score -516047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -516051.406250 Penalty: 4042.918213
	Iteration 28Q: 3 clusters Score -516051.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -516055.875000 Penalty: 4042.918213
	Iteration 29Q: 3 clusters Score -516055.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -516063.312500 Penalty: 4042.918213
	Iteration 30Q: 3 clusters Score -516063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -516067.156250 Penalty: 4042.918213
	Iteration 31Q: 3 clusters Score -516067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -516069.062500 Penalty: 4042.918213
	Iteration 32Q: 3 clusters Score -516069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -516069.875000 Penalty: 4042.918213
	Iteration 33Q: 3 clusters Score -516069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -516070.000000 Penalty: 4042.918213
	Iteration 34Q: 3 clusters Score -516070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -516070.531250 Penalty: 4042.918213
	Iteration 35Q: 3 clusters Score -516070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -516070.906250 Penalty: 4042.918213
	Iteration 36Q: 3 clusters Score -516070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -516071.500000 Penalty: 4042.918213
	Iteration 37Q: 3 clusters Score -516071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -516072.750000 Penalty: 4042.918213
	Iteration 38Q: 3 clusters Score -516072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -516074.031250 Penalty: 4042.918213
	Iteration 39Q: 3 clusters Score -516074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -516075.000000 Penalty: 4042.918213
	Iteration 40F: 3 clusters Score -516075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -516074.843750 Penalty: 4042.918213
	Iteration 41Q: 3 clusters Score -516074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -516074.781250 Penalty: 4042.918213
	Iteration 42Q: 3 clusters Score -516074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -516074.781250 Penalty: 4042.918213
	Iteration 43F: 3 clusters Score -516074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -433347.906250 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -433347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -430108.687500 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -430108.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -430805.000000 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -430805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -430989.968750 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -430990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -431122.875000 Penalty: 3967.840576
	Iteration 3F: 3 clusters Score -431122.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -431265.968750 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -431266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -431419.000000 Penalty: 3967.840576
	Iteration 5Q: 3 clusters Score -431419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -431620.593750 Penalty: 3967.840576
	Iteration 6Q: 3 clusters Score -431620.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -431827.375000 Penalty: 3967.840576
	Iteration 7Q: 3 clusters Score -431827.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -431992.437500 Penalty: 3967.840576
	Iteration 8F: 3 clusters Score -431992.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -432127.281250 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -432127.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -432220.531250 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -432220.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -432291.031250 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -432291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -432384.625000 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -432384.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -432539.281250 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -432539.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -432673.062500 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -432673.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -432754.687500 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -432754.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -432803.031250 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -432803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -432833.750000 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -432833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -432859.406250 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -432859.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -432872.562500 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -432872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -432883.906250 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -432883.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -432893.968750 Penalty: 3967.840576
	Iteration 21Q: 3 clusters Score -432894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -432900.250000 Penalty: 3967.840576
	Iteration 22Q: 3 clusters Score -432900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -432903.343750 Penalty: 3967.840576
	Iteration 23Q: 3 clusters Score -432903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -432905.906250 Penalty: 3967.840576
	Iteration 24Q: 3 clusters Score -432905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -432905.906250 Penalty: 3967.840576
	Iteration 25F: 3 clusters Score -432905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Entering Unmasked Estep 
Score: -4140051.500000 Penalty: 2532.147949
	Iteration 0F: 2 clusters Score -4140052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4121319.000000 Penalty: 5064.295898
	Iteration 0F: 3 clusters Score -4121319 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4128096.500000 Penalty: 5064.295898
	Iteration 1F: 3 clusters Score -4128096 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4128614.500000 Penalty: 5064.295898
	Iteration 2F: 3 clusters Score -4128614 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -4129155.500000 Penalty: 5064.295898
	Iteration 3Q: 3 clusters Score -4129156 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4129947.000000 Penalty: 5064.295898
	Iteration 4F: 3 clusters Score -4129947 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4131058.250000 Penalty: 5064.295898
	Iteration 5F: 3 clusters Score -4131058 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4132533.750000 Penalty: 5064.295898
	Iteration 6F: 3 clusters Score -4132534 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4134274.750000 Penalty: 5064.295898
	Iteration 7F: 3 clusters Score -4134275 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4135860.000000 Penalty: 5064.295898
	Iteration 8F: 3 clusters Score -4135860 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4136838.250000 Penalty: 5064.295898
	Iteration 9Q: 3 clusters Score -4136838 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4137331.750000 Penalty: 5064.295898
	Iteration 10Q: 3 clusters Score -4137332 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4137540.750000 Penalty: 5064.295898
	Iteration 11Q: 3 clusters Score -4137541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4137661.000000 Penalty: 5064.295898
	Iteration 12Q: 3 clusters Score -4137661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4137711.000000 Penalty: 5064.295898
	Iteration 13Q: 3 clusters Score -4137711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4137734.500000 Penalty: 5064.295898
	Iteration 14Q: 3 clusters Score -4137734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4137751.750000 Penalty: 5064.295898
	Iteration 15Q: 3 clusters Score -4137752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4137767.250000 Penalty: 5064.295898
	Iteration 16Q: 3 clusters Score -4137767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4137768.750000 Penalty: 5064.295898
	Iteration 17Q: 3 clusters Score -4137769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4137777.000000 Penalty: 5064.295898
	Iteration 18Q: 3 clusters Score -4137777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4137778.500000 Penalty: 5064.295898
	Iteration 19Q: 3 clusters Score -4137778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4137786.250000 Penalty: 5064.295898
	Iteration 20F: 3 clusters Score -4137786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4137787.000000 Penalty: 5064.295898
	Iteration 21Q: 3 clusters Score -4137787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4137797.750000 Penalty: 5064.295898
	Iteration 22Q: 3 clusters Score -4137798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4137803.500000 Penalty: 5064.295898
	Iteration 23Q: 3 clusters Score -4137804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4137807.000000 Penalty: 5064.295898
	Iteration 24Q: 3 clusters Score -4137807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4137807.000000 Penalty: 5064.295898
	Iteration 25F: 3 clusters Score -4137807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -1469366.125000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -1469366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1461881.125000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -1461881 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1464116.000000 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -1464116 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1464575.625000 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -1464576 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1465026.500000 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -1465026 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1465486.000000 Penalty: 4555.312988
	Iteration 4F: 3 clusters Score -1465486 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1465937.625000 Penalty: 4555.312988
	Iteration 5F: 3 clusters Score -1465938 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1466368.500000 Penalty: 4555.312988
	Iteration 6F: 3 clusters Score -1466368 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1466688.625000 Penalty: 4555.312988
	Iteration 7F: 3 clusters Score -1466689 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1466941.000000 Penalty: 4555.312988
	Iteration 8Q: 3 clusters Score -1466941 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1467128.875000 Penalty: 4555.312988
	Iteration 9Q: 3 clusters Score -1467129 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1467266.500000 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -1467266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1467364.375000 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -1467364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1467446.000000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -1467446 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1467519.875000 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -1467520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1467570.500000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -1467570 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1467611.875000 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -1467612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1467646.250000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -1467646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1467669.250000 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -1467669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1467688.375000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -1467688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1467712.000000 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -1467712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1467725.250000 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -1467725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1467739.125000 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -1467739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1467743.375000 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -1467743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1467747.750000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -1467748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1467759.500000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -1467760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1467770.875000 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -1467771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1467774.375000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -1467774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1467776.875000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -1467777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1467786.750000 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -1467787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1467792.125000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -1467792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1467790.750000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -1467791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1467793.875000 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -1467794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1467795.875000 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -1467796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1467800.875000 Penalty: 4555.312988
	Iteration 33Q: 3 clusters Score -1467801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1467804.375000 Penalty: 4555.312988
	Iteration 34Q: 3 clusters Score -1467804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1467804.250000 Penalty: 4555.312988
	Iteration 35Q: 3 clusters Score -1467804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1467801.500000 Penalty: 4555.312988
	Iteration 36Q: 3 clusters Score -1467802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1467806.375000 Penalty: 4555.312988
	Iteration 37Q: 3 clusters Score -1467806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1467810.000000 Penalty: 4555.312988
	Iteration 38Q: 3 clusters Score -1467810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1467811.375000 Penalty: 4555.312988
	Iteration 39Q: 3 clusters Score -1467811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1467814.625000 Penalty: 4555.312988
	Iteration 40F: 3 clusters Score -1467815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1467816.500000 Penalty: 4555.312988
	Iteration 41Q: 3 clusters Score -1467816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1467816.500000 Penalty: 4555.312988
	Iteration 42F: 3 clusters Score -1467816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -426774.656250 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -426774.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -423528.531250 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -423528.5 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -424174.843750 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -424174.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -424352.625000 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -424352.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -424465.031250 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -424465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -424556.375000 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -424556.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -424632.093750 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -424632.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -424696.812500 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -424696.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -424744.000000 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -424744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -424791.437500 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -424791.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -424834.437500 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -424834.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -424868.093750 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -424868.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -424895.875000 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -424895.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -424914.000000 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -424914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -424927.781250 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -424927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -424942.906250 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -424942.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -424957.437500 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -424957.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -424968.343750 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -424968.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -424979.687500 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -424979.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424990.187500 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -424990.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -425002.562500 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -425002.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -425010.312500 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -425010.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -425016.781250 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -425016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -425018.937500 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -425018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -425021.750000 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -425021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -425023.781250 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -425023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -425025.812500 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -425025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -425025.812500 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -425025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -425026.843750 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -425026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -425028.093750 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -425028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -425027.937500 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -425027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -425028.968750 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -425029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -425030.531250 Penalty: 3949.185303
	Iteration 31Q: 3 clusters Score -425030.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -425034.125000 Penalty: 3949.185303
	Iteration 32Q: 3 clusters Score -425034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -425036.062500 Penalty: 3949.185303
	Iteration 33Q: 3 clusters Score -425036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -425039.656250 Penalty: 3949.185303
	Iteration 34Q: 3 clusters Score -425039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -425041.843750 Penalty: 3949.185303
	Iteration 35Q: 3 clusters Score -425041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -425044.531250 Penalty: 3949.185303
	Iteration 36Q: 3 clusters Score -425044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -425051.593750 Penalty: 3949.185303
	Iteration 37Q: 3 clusters Score -425051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -425057.468750 Penalty: 3949.185303
	Iteration 38Q: 3 clusters Score -425057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -425058.406250 Penalty: 3949.185303
	Iteration 39Q: 3 clusters Score -425058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -425059.500000 Penalty: 3949.185303
	Iteration 40F: 3 clusters Score -425059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -425061.187500 Penalty: 3949.185303
	Iteration 41Q: 3 clusters Score -425061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -425063.468750 Penalty: 3949.185303
	Iteration 42Q: 3 clusters Score -425063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425067.500000 Penalty: 3949.185303
	Iteration 43Q: 3 clusters Score -425067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -425069.062500 Penalty: 3949.185303
	Iteration 44Q: 3 clusters Score -425069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -425069.625000 Penalty: 3949.185303
	Iteration 45Q: 3 clusters Score -425069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -425069.718750 Penalty: 3949.185303
	Iteration 46Q: 3 clusters Score -425069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -425072.500000 Penalty: 3949.185303
	Iteration 47Q: 3 clusters Score -425072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -425072.968750 Penalty: 3949.185303
	Iteration 48Q: 3 clusters Score -425073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -425075.343750 Penalty: 3949.185303
	Iteration 49Q: 3 clusters Score -425075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -425076.500000 Penalty: 3949.185303
	Iteration 50Q: 3 clusters Score -425076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -425077.843750 Penalty: 3949.185303
	Iteration 51Q: 3 clusters Score -425077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -425078.312500 Penalty: 3949.185303
	Iteration 52Q: 3 clusters Score -425078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -425079.437500 Penalty: 3949.185303
	Iteration 53Q: 3 clusters Score -425079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -425079.406250 Penalty: 3949.185303
	Iteration 54Q: 3 clusters Score -425079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -425080.218750 Penalty: 3949.185303
	Iteration 55Q: 3 clusters Score -425080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -425081.375000 Penalty: 3949.185303
	Iteration 56Q: 3 clusters Score -425081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -425082.593750 Penalty: 3949.185303
	Iteration 57Q: 3 clusters Score -425082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -425083.531250 Penalty: 3949.185303
	Iteration 58Q: 3 clusters Score -425083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425083.250000 Penalty: 3949.185303
	Iteration 59Q: 3 clusters Score -425083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -425084.062500 Penalty: 3949.185303
	Iteration 60F: 3 clusters Score -425084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -425084.843750 Penalty: 3949.185303
	Iteration 61Q: 3 clusters Score -425084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425084.468750 Penalty: 3949.185303
	Iteration 62Q: 3 clusters Score -425084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425086.156250 Penalty: 3949.185303
	Iteration 63Q: 3 clusters Score -425086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -425086.156250 Penalty: 3949.185303
	Iteration 64F: 3 clusters Score -425086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Entering Unmasked Estep 
Score: -896000.312500 Penalty: 2158.098877
	Iteration 0F: 2 clusters Score -896000.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -890814.000000 Penalty: 4316.197754
	Iteration 0F: 3 clusters Score -890814 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -892147.437500 Penalty: 4316.197754
	Iteration 1F: 3 clusters Score -892147.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -892395.500000 Penalty: 4316.197754
	Iteration 2F: 3 clusters Score -892395.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -892583.187500 Penalty: 4316.197754
	Iteration 3F: 3 clusters Score -892583.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -892747.750000 Penalty: 4316.197754
	Iteration 4Q: 3 clusters Score -892747.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -892898.625000 Penalty: 4316.197754
	Iteration 5Q: 3 clusters Score -892898.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -893031.375000 Penalty: 4316.197754
	Iteration 6Q: 3 clusters Score -893031.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -893156.687500 Penalty: 4316.197754
	Iteration 7Q: 3 clusters Score -893156.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -893263.687500 Penalty: 4316.197754
	Iteration 8Q: 3 clusters Score -893263.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -893355.125000 Penalty: 4316.197754
	Iteration 9Q: 3 clusters Score -893355.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -893447.812500 Penalty: 4316.197754
	Iteration 10Q: 3 clusters Score -893447.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -893527.875000 Penalty: 4316.197754
	Iteration 11Q: 3 clusters Score -893527.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -893602.187500 Penalty: 4316.197754
	Iteration 12Q: 3 clusters Score -893602.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -893661.500000 Penalty: 4316.197754
	Iteration 13Q: 3 clusters Score -893661.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -893712.875000 Penalty: 4316.197754
	Iteration 14Q: 3 clusters Score -893712.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -893763.562500 Penalty: 4316.197754
	Iteration 15Q: 3 clusters Score -893763.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -893813.375000 Penalty: 4316.197754
	Iteration 16Q: 3 clusters Score -893813.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -893859.125000 Penalty: 4316.197754
	Iteration 17Q: 3 clusters Score -893859.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -893901.625000 Penalty: 4316.197754
	Iteration 18Q: 3 clusters Score -893901.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -893940.750000 Penalty: 4316.197754
	Iteration 19Q: 3 clusters Score -893940.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -893984.625000 Penalty: 4316.197754
	Iteration 20F: 3 clusters Score -893984.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -894020.312500 Penalty: 4316.197754
	Iteration 21Q: 3 clusters Score -894020.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -894055.437500 Penalty: 4316.197754
	Iteration 22Q: 3 clusters Score -894055.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -894091.250000 Penalty: 4316.197754
	Iteration 23Q: 3 clusters Score -894091.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -894124.437500 Penalty: 4316.197754
	Iteration 24Q: 3 clusters Score -894124.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -894151.625000 Penalty: 4316.197754
	Iteration 25Q: 3 clusters Score -894151.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -894183.125000 Penalty: 4316.197754
	Iteration 26Q: 3 clusters Score -894183.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -894207.812500 Penalty: 4316.197754
	Iteration 27Q: 3 clusters Score -894207.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -894233.000000 Penalty: 4316.197754
	Iteration 28Q: 3 clusters Score -894233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -894262.562500 Penalty: 4316.197754
	Iteration 29Q: 3 clusters Score -894262.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -894301.250000 Penalty: 4316.197754
	Iteration 30Q: 3 clusters Score -894301.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -894342.062500 Penalty: 4316.197754
	Iteration 31Q: 3 clusters Score -894342.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -894375.812500 Penalty: 4316.197754
	Iteration 32Q: 3 clusters Score -894375.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -894408.625000 Penalty: 4316.197754
	Iteration 33Q: 3 clusters Score -894408.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -894443.375000 Penalty: 4316.197754
	Iteration 34Q: 3 clusters Score -894443.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -894479.750000 Penalty: 4316.197754
	Iteration 35Q: 3 clusters Score -894479.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -894511.000000 Penalty: 4316.197754
	Iteration 36Q: 3 clusters Score -894511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -894531.812500 Penalty: 4316.197754
	Iteration 37Q: 3 clusters Score -894531.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -894551.687500 Penalty: 4316.197754
	Iteration 38Q: 3 clusters Score -894551.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -894565.937500 Penalty: 4316.197754
	Iteration 39Q: 3 clusters Score -894565.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -894580.750000 Penalty: 4316.197754
	Iteration 40F: 3 clusters Score -894580.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -894600.437500 Penalty: 4316.197754
	Iteration 41Q: 3 clusters Score -894600.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -894617.937500 Penalty: 4316.197754
	Iteration 42Q: 3 clusters Score -894617.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -894640.125000 Penalty: 4316.197754
	Iteration 43Q: 3 clusters Score -894640.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -894666.625000 Penalty: 4316.197754
	Iteration 44Q: 3 clusters Score -894666.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -894682.937500 Penalty: 4316.197754
	Iteration 45Q: 3 clusters Score -894682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -894697.250000 Penalty: 4316.197754
	Iteration 46Q: 3 clusters Score -894697.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -894712.875000 Penalty: 4316.197754
	Iteration 47Q: 3 clusters Score -894712.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -894728.875000 Penalty: 4316.197754
	Iteration 48Q: 3 clusters Score -894728.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -894744.625000 Penalty: 4316.197754
	Iteration 49Q: 3 clusters Score -894744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -894756.375000 Penalty: 4316.197754
	Iteration 50Q: 3 clusters Score -894756.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -894763.062500 Penalty: 4316.197754
	Iteration 51Q: 3 clusters Score -894763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -894766.125000 Penalty: 4316.197754
	Iteration 52Q: 3 clusters Score -894766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -894769.750000 Penalty: 4316.197754
	Iteration 53Q: 3 clusters Score -894769.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -894768.812500 Penalty: 4316.197754
	Iteration 54Q: 3 clusters Score -894768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -894772.500000 Penalty: 4316.197754
	Iteration 55Q: 3 clusters Score -894772.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -894777.375000 Penalty: 4316.197754
	Iteration 56Q: 3 clusters Score -894777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -894777.625000 Penalty: 4316.197754
	Iteration 57Q: 3 clusters Score -894777.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -894783.062500 Penalty: 4316.197754
	Iteration 58Q: 3 clusters Score -894783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -894784.812500 Penalty: 4316.197754
	Iteration 59Q: 3 clusters Score -894784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -894790.625000 Penalty: 4316.197754
	Iteration 60F: 3 clusters Score -894790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -894794.500000 Penalty: 4316.197754
	Iteration 61Q: 3 clusters Score -894794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -894796.250000 Penalty: 4316.197754
	Iteration 62Q: 3 clusters Score -894796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -894803.437500 Penalty: 4316.197754
	Iteration 63Q: 3 clusters Score -894803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -894806.062500 Penalty: 4316.197754
	Iteration 64Q: 3 clusters Score -894806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -894809.062500 Penalty: 4316.197754
	Iteration 65Q: 3 clusters Score -894809.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -894814.687500 Penalty: 4316.197754
	Iteration 66Q: 3 clusters Score -894814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -894818.625000 Penalty: 4316.197754
	Iteration 67Q: 3 clusters Score -894818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -894820.125000 Penalty: 4316.197754
	Iteration 68Q: 3 clusters Score -894820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -894822.000000 Penalty: 4316.197754
	Iteration 69Q: 3 clusters Score -894822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -894822.187500 Penalty: 4316.197754
	Iteration 70Q: 3 clusters Score -894822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -894822.187500 Penalty: 4316.197754
	Iteration 71F: 3 clusters Score -894822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -477726.031250 Penalty: 1994.110596
	Iteration 0F: 2 clusters Score -477726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -474426.312500 Penalty: 3988.221191
	Iteration 0F: 3 clusters Score -474426.3 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -475094.593750 Penalty: 3988.221191
	Iteration 1F: 3 clusters Score -475094.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -475256.312500 Penalty: 3988.221191
	Iteration 2F: 3 clusters Score -475256.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -475347.562500 Penalty: 3988.221191
	Iteration 3Q: 3 clusters Score -475347.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -475419.468750 Penalty: 3988.221191
	Iteration 4Q: 3 clusters Score -475419.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -475463.968750 Penalty: 3988.221191
	Iteration 5Q: 3 clusters Score -475464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -475493.281250 Penalty: 3988.221191
	Iteration 6Q: 3 clusters Score -475493.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -475523.562500 Penalty: 3988.221191
	Iteration 7Q: 3 clusters Score -475523.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -475551.093750 Penalty: 3988.221191
	Iteration 8Q: 3 clusters Score -475551.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -475573.625000 Penalty: 3988.221191
	Iteration 9Q: 3 clusters Score -475573.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -475595.406250 Penalty: 3988.221191
	Iteration 10Q: 3 clusters Score -475595.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -475613.500000 Penalty: 3988.221191
	Iteration 11Q: 3 clusters Score -475613.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -475629.593750 Penalty: 3988.221191
	Iteration 12Q: 3 clusters Score -475629.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -475644.593750 Penalty: 3988.221191
	Iteration 13Q: 3 clusters Score -475644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -475657.937500 Penalty: 3988.221191
	Iteration 14Q: 3 clusters Score -475657.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -475674.250000 Penalty: 3988.221191
	Iteration 15Q: 3 clusters Score -475674.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -475688.500000 Penalty: 3988.221191
	Iteration 16Q: 3 clusters Score -475688.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -475701.125000 Penalty: 3988.221191
	Iteration 17Q: 3 clusters Score -475701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -475711.843750 Penalty: 3988.221191
	Iteration 18Q: 3 clusters Score -475711.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -475722.093750 Penalty: 3988.221191
	Iteration 19Q: 3 clusters Score -475722.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -475726.375000 Penalty: 3988.221191
	Iteration 20F: 3 clusters Score -475726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475730.750000 Penalty: 3988.221191
	Iteration 21Q: 3 clusters Score -475730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475732.843750 Penalty: 3988.221191
	Iteration 22Q: 3 clusters Score -475732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -475737.437500 Penalty: 3988.221191
	Iteration 23Q: 3 clusters Score -475737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -475742.968750 Penalty: 3988.221191
	Iteration 24Q: 3 clusters Score -475743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -475751.562500 Penalty: 3988.221191
	Iteration 25Q: 3 clusters Score -475751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -475758.593750 Penalty: 3988.221191
	Iteration 26Q: 3 clusters Score -475758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -475763.593750 Penalty: 3988.221191
	Iteration 27Q: 3 clusters Score -475763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -475769.125000 Penalty: 3988.221191
	Iteration 28Q: 3 clusters Score -475769.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -475774.250000 Penalty: 3988.221191
	Iteration 29Q: 3 clusters Score -475774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -475779.968750 Penalty: 3988.221191
	Iteration 30Q: 3 clusters Score -475780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -475785.906250 Penalty: 3988.221191
	Iteration 31Q: 3 clusters Score -475785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -475791.312500 Penalty: 3988.221191
	Iteration 32Q: 3 clusters Score -475791.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -475799.156250 Penalty: 3988.221191
	Iteration 33Q: 3 clusters Score -475799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -475806.031250 Penalty: 3988.221191
	Iteration 34Q: 3 clusters Score -475806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -475811.906250 Penalty: 3988.221191
	Iteration 35Q: 3 clusters Score -475811.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -475818.343750 Penalty: 3988.221191
	Iteration 36Q: 3 clusters Score -475818.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -475824.437500 Penalty: 3988.221191
	Iteration 37Q: 3 clusters Score -475824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -475831.781250 Penalty: 3988.221191
	Iteration 38Q: 3 clusters Score -475831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -475840.656250 Penalty: 3988.221191
	Iteration 39Q: 3 clusters Score -475840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -475846.406250 Penalty: 3988.221191
	Iteration 40F: 3 clusters Score -475846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -475851.500000 Penalty: 3988.221191
	Iteration 41Q: 3 clusters Score -475851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -475858.062500 Penalty: 3988.221191
	Iteration 42Q: 3 clusters Score -475858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475864.968750 Penalty: 3988.221191
	Iteration 43Q: 3 clusters Score -475865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -475872.906250 Penalty: 3988.221191
	Iteration 44Q: 3 clusters Score -475872.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -475880.625000 Penalty: 3988.221191
	Iteration 45Q: 3 clusters Score -475880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -475887.343750 Penalty: 3988.221191
	Iteration 46Q: 3 clusters Score -475887.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -475894.656250 Penalty: 3988.221191
	Iteration 47Q: 3 clusters Score -475894.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -475899.312500 Penalty: 3988.221191
	Iteration 48Q: 3 clusters Score -475899.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -475903.906250 Penalty: 3988.221191
	Iteration 49Q: 3 clusters Score -475903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -475905.593750 Penalty: 3988.221191
	Iteration 50Q: 3 clusters Score -475905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -475908.031250 Penalty: 3988.221191
	Iteration 51Q: 3 clusters Score -475908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -475910.437500 Penalty: 3988.221191
	Iteration 52Q: 3 clusters Score -475910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -475912.187500 Penalty: 3988.221191
	Iteration 53Q: 3 clusters Score -475912.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -475915.125000 Penalty: 3988.221191
	Iteration 54Q: 3 clusters Score -475915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -475917.125000 Penalty: 3988.221191
	Iteration 55Q: 3 clusters Score -475917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -475921.468750 Penalty: 3988.221191
	Iteration 56Q: 3 clusters Score -475921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -475923.781250 Penalty: 3988.221191
	Iteration 57Q: 3 clusters Score -475923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -475926.156250 Penalty: 3988.221191
	Iteration 58Q: 3 clusters Score -475926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -475927.937500 Penalty: 3988.221191
	Iteration 59Q: 3 clusters Score -475927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -475929.281250 Penalty: 3988.221191
	Iteration 60F: 3 clusters Score -475929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -475930.093750 Penalty: 3988.221191
	Iteration 61Q: 3 clusters Score -475930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -475930.093750 Penalty: 3988.221191
	Iteration 62F: 3 clusters Score -475930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -750371.812500 Penalty: 2118.726318
	Iteration 0F: 2 clusters Score -750371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -745736.875000 Penalty: 4237.452637
	Iteration 0F: 3 clusters Score -745736.9 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -746977.437500 Penalty: 4237.452637
	Iteration 1F: 3 clusters Score -746977.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -747301.875000 Penalty: 4237.452637
	Iteration 2F: 3 clusters Score -747301.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -747614.000000 Penalty: 4237.452637
	Iteration 3F: 3 clusters Score -747614 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -747958.562500 Penalty: 4237.452637
	Iteration 4F: 3 clusters Score -747958.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -748388.812500 Penalty: 4237.452637
	Iteration 5F: 3 clusters Score -748388.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -748780.937500 Penalty: 4237.452637
	Iteration 6F: 3 clusters Score -748780.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -749033.625000 Penalty: 4237.452637
	Iteration 7F: 3 clusters Score -749033.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -749216.062500 Penalty: 4237.452637
	Iteration 8Q: 3 clusters Score -749216.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -749364.562500 Penalty: 4237.452637
	Iteration 9Q: 3 clusters Score -749364.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -749542.687500 Penalty: 4237.452637
	Iteration 10Q: 3 clusters Score -749542.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -749713.375000 Penalty: 4237.452637
	Iteration 11Q: 3 clusters Score -749713.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -749796.000000 Penalty: 4237.452637
	Iteration 12Q: 3 clusters Score -749796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -749832.312500 Penalty: 4237.452637
	Iteration 13Q: 3 clusters Score -749832.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -749849.187500 Penalty: 4237.452637
	Iteration 14Q: 3 clusters Score -749849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -749856.375000 Penalty: 4237.452637
	Iteration 15Q: 3 clusters Score -749856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -749859.750000 Penalty: 4237.452637
	Iteration 16Q: 3 clusters Score -749859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -749861.250000 Penalty: 4237.452637
	Iteration 17Q: 3 clusters Score -749861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -749863.500000 Penalty: 4237.452637
	Iteration 18Q: 3 clusters Score -749863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -749864.562500 Penalty: 4237.452637
	Iteration 19Q: 3 clusters Score -749864.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -749873.000000 Penalty: 4237.452637
	Iteration 20F: 3 clusters Score -749873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -749880.250000 Penalty: 4237.452637
	Iteration 21Q: 3 clusters Score -749880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -749884.187500 Penalty: 4237.452637
	Iteration 22Q: 3 clusters Score -749884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -749883.937500 Penalty: 4237.452637
	Iteration 23Q: 3 clusters Score -749883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -749887.187500 Penalty: 4237.452637
	Iteration 24Q: 3 clusters Score -749887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -749886.500000 Penalty: 4237.452637
	Iteration 25Q: 3 clusters Score -749886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -749887.187500 Penalty: 4237.452637
	Iteration 26Q: 3 clusters Score -749887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -749887.687500 Penalty: 4237.452637
	Iteration 27Q: 3 clusters Score -749887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -749888.437500 Penalty: 4237.452637
	Iteration 28Q: 3 clusters Score -749888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -749887.562500 Penalty: 4237.452637
	Iteration 29Q: 3 clusters Score -749887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -749888.312500 Penalty: 4237.452637
	Iteration 30Q: 3 clusters Score -749888.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -749890.250000 Penalty: 4237.452637
	Iteration 31Q: 3 clusters Score -749890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -749891.000000 Penalty: 4237.452637
	Iteration 32Q: 3 clusters Score -749891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -749891.562500 Penalty: 4237.452637
	Iteration 33Q: 3 clusters Score -749891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -749890.937500 Penalty: 4237.452637
	Iteration 34Q: 3 clusters Score -749890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -749890.937500 Penalty: 4237.452637
	Iteration 35F: 3 clusters Score -749890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Entering Unmasked Estep 
Score: -3486715.250000 Penalty: 2490.833740
	Iteration 0F: 2 clusters Score -3486715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3470669.500000 Penalty: 4981.667480
	Iteration 0F: 3 clusters Score -3470670 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3476278.250000 Penalty: 4981.667480
	Iteration 1F: 3 clusters Score -3476278 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3476726.750000 Penalty: 4981.667480
	Iteration 2F: 3 clusters Score -3476727 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3477154.250000 Penalty: 4981.667480
	Iteration 3Q: 3 clusters Score -3477154 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3477633.000000 Penalty: 4981.667480
	Iteration 4Q: 3 clusters Score -3477633 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3478193.750000 Penalty: 4981.667480
	Iteration 5Q: 3 clusters Score -3478194 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3478829.750000 Penalty: 4981.667480
	Iteration 6Q: 3 clusters Score -3478830 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3479500.750000 Penalty: 4981.667480
	Iteration 7F: 3 clusters Score -3479501 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3480141.250000 Penalty: 4981.667480
	Iteration 8Q: 3 clusters Score -3480141 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3480741.000000 Penalty: 4981.667480
	Iteration 9Q: 3 clusters Score -3480741 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3481318.000000 Penalty: 4981.667480
	Iteration 10Q: 3 clusters Score -3481318 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3481806.250000 Penalty: 4981.667480
	Iteration 11Q: 3 clusters Score -3481806 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3482191.500000 Penalty: 4981.667480
	Iteration 12Q: 3 clusters Score -3482192 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3482483.250000 Penalty: 4981.667480
	Iteration 13Q: 3 clusters Score -3482483 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3482698.000000 Penalty: 4981.667480
	Iteration 14Q: 3 clusters Score -3482698 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3482885.500000 Penalty: 4981.667480
	Iteration 15Q: 3 clusters Score -3482886 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3483067.250000 Penalty: 4981.667480
	Iteration 16Q: 3 clusters Score -3483067 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3483234.000000 Penalty: 4981.667480
	Iteration 17Q: 3 clusters Score -3483234 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3483338.000000 Penalty: 4981.667480
	Iteration 18Q: 3 clusters Score -3483338 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3483454.250000 Penalty: 4981.667480
	Iteration 19Q: 3 clusters Score -3483454 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3483531.750000 Penalty: 4981.667480
	Iteration 20F: 3 clusters Score -3483532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3483591.500000 Penalty: 4981.667480
	Iteration 21Q: 3 clusters Score -3483592 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3483643.000000 Penalty: 4981.667480
	Iteration 22Q: 3 clusters Score -3483643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3483670.500000 Penalty: 4981.667480
	Iteration 23Q: 3 clusters Score -3483670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3483684.000000 Penalty: 4981.667480
	Iteration 24Q: 3 clusters Score -3483684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3483693.750000 Penalty: 4981.667480
	Iteration 25Q: 3 clusters Score -3483694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3483707.250000 Penalty: 4981.667480
	Iteration 26Q: 3 clusters Score -3483707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3483720.500000 Penalty: 4981.667480
	Iteration 27Q: 3 clusters Score -3483720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3483734.250000 Penalty: 4981.667480
	Iteration 28Q: 3 clusters Score -3483734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3483724.250000 Penalty: 4981.667480
	Iteration 29Q: 3 clusters Score -3483724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3483730.500000 Penalty: 4981.667480
	Iteration 30Q: 3 clusters Score -3483730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3483737.000000 Penalty: 4981.667480
	Iteration 31Q: 3 clusters Score -3483737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3483753.250000 Penalty: 4981.667480
	Iteration 32Q: 3 clusters Score -3483753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3483746.500000 Penalty: 4981.667480
	Iteration 33Q: 3 clusters Score -3483746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3483761.000000 Penalty: 4981.667480
	Iteration 34Q: 3 clusters Score -3483761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3483754.250000 Penalty: 4981.667480
	Iteration 35Q: 3 clusters Score -3483754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3483765.500000 Penalty: 4981.667480
	Iteration 36Q: 3 clusters Score -3483766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3483776.250000 Penalty: 4981.667480
	Iteration 37Q: 3 clusters Score -3483776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3483769.500000 Penalty: 4981.667480
	Iteration 38Q: 3 clusters Score -3483770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3483769.250000 Penalty: 4981.667480
	Iteration 39Q: 3 clusters Score -3483769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3483778.750000 Penalty: 4981.667480
	Iteration 40F: 3 clusters Score -3483779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3483773.500000 Penalty: 4981.667480
	Iteration 41Q: 3 clusters Score -3483774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3483780.000000 Penalty: 4981.667480
	Iteration 42Q: 3 clusters Score -3483780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3483771.500000 Penalty: 4981.667480
	Iteration 43Q: 3 clusters Score -3483772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3483777.500000 Penalty: 4981.667480
	Iteration 44Q: 3 clusters Score -3483778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3483777.000000 Penalty: 4981.667480
	Iteration 45Q: 3 clusters Score -3483777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3483779.000000 Penalty: 4981.667480
	Iteration 46Q: 3 clusters Score -3483779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3483776.750000 Penalty: 4981.667480
	Iteration 47Q: 3 clusters Score -3483777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3483773.250000 Penalty: 4981.667480
	Iteration 48Q: 3 clusters Score -3483773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3483773.250000 Penalty: 4981.667480
	Iteration 49F: 3 clusters Score -3483773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -550746.187500 Penalty: 2070.965088
	Iteration 0F: 2 clusters Score -550746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -546780.750000 Penalty: 4141.930176
	Iteration 0F: 3 clusters Score -546780.8 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -547918.937500 Penalty: 4141.930176
	Iteration 1F: 3 clusters Score -547918.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -548304.812500 Penalty: 4141.930176
	Iteration 2F: 3 clusters Score -548304.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -548588.250000 Penalty: 4141.930176
	Iteration 3F: 3 clusters Score -548588.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -548866.937500 Penalty: 4141.930176
	Iteration 4F: 3 clusters Score -548866.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -549221.687500 Penalty: 4141.930176
	Iteration 5F: 3 clusters Score -549221.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -549491.500000 Penalty: 4141.930176
	Iteration 6F: 3 clusters Score -549491.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -549688.187500 Penalty: 4141.930176
	Iteration 7Q: 3 clusters Score -549688.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -549802.312500 Penalty: 4141.930176
	Iteration 8Q: 3 clusters Score -549802.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -549868.937500 Penalty: 4141.930176
	Iteration 9Q: 3 clusters Score -549868.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -549906.437500 Penalty: 4141.930176
	Iteration 10Q: 3 clusters Score -549906.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -549941.250000 Penalty: 4141.930176
	Iteration 11Q: 3 clusters Score -549941.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -549969.187500 Penalty: 4141.930176
	Iteration 12Q: 3 clusters Score -549969.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -549998.562500 Penalty: 4141.930176
	Iteration 13Q: 3 clusters Score -549998.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -550040.312500 Penalty: 4141.930176
	Iteration 14Q: 3 clusters Score -550040.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -550070.812500 Penalty: 4141.930176
	Iteration 15Q: 3 clusters Score -550070.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -550090.062500 Penalty: 4141.930176
	Iteration 16Q: 3 clusters Score -550090.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -550112.937500 Penalty: 4141.930176
	Iteration 17Q: 3 clusters Score -550112.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -550131.250000 Penalty: 4141.930176
	Iteration 18Q: 3 clusters Score -550131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -550145.250000 Penalty: 4141.930176
	Iteration 19Q: 3 clusters Score -550145.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -550161.187500 Penalty: 4141.930176
	Iteration 20F: 3 clusters Score -550161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -550173.562500 Penalty: 4141.930176
	Iteration 21Q: 3 clusters Score -550173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -550187.375000 Penalty: 4141.930176
	Iteration 22Q: 3 clusters Score -550187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -550206.250000 Penalty: 4141.930176
	Iteration 23Q: 3 clusters Score -550206.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -550224.125000 Penalty: 4141.930176
	Iteration 24Q: 3 clusters Score -550224.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -550251.375000 Penalty: 4141.930176
	Iteration 25Q: 3 clusters Score -550251.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -550270.375000 Penalty: 4141.930176
	Iteration 26Q: 3 clusters Score -550270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -550279.312500 Penalty: 4141.930176
	Iteration 27Q: 3 clusters Score -550279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -550285.125000 Penalty: 4141.930176
	Iteration 28Q: 3 clusters Score -550285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -550287.625000 Penalty: 4141.930176
	Iteration 29Q: 3 clusters Score -550287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -550289.812500 Penalty: 4141.930176
	Iteration 30Q: 3 clusters Score -550289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -550289.875000 Penalty: 4141.930176
	Iteration 31Q: 3 clusters Score -550289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -550289.437500 Penalty: 4141.930176
	Iteration 32Q: 3 clusters Score -550289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -550289.437500 Penalty: 4141.930176
	Iteration 33F: 3 clusters Score -550289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -2335096.750000 Penalty: 2404.951660
	Iteration 0F: 2 clusters Score -2335097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2323355.250000 Penalty: 4809.903320
	Iteration 0F: 3 clusters Score -2323355 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2327240.250000 Penalty: 4809.903320
	Iteration 1F: 3 clusters Score -2327240 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2327798.500000 Penalty: 4809.903320
	Iteration 2F: 3 clusters Score -2327798 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2328210.500000 Penalty: 4809.903320
	Iteration 3F: 3 clusters Score -2328210 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2328554.750000 Penalty: 4809.903320
	Iteration 4Q: 3 clusters Score -2328555 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2328904.500000 Penalty: 4809.903320
	Iteration 5Q: 3 clusters Score -2328904 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2329273.500000 Penalty: 4809.903320
	Iteration 6Q: 3 clusters Score -2329274 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2329616.250000 Penalty: 4809.903320
	Iteration 7Q: 3 clusters Score -2329616 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2329933.250000 Penalty: 4809.903320
	Iteration 8Q: 3 clusters Score -2329933 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2330215.750000 Penalty: 4809.903320
	Iteration 9Q: 3 clusters Score -2330216 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2330480.500000 Penalty: 4809.903320
	Iteration 10Q: 3 clusters Score -2330480 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2330752.000000 Penalty: 4809.903320
	Iteration 11Q: 3 clusters Score -2330752 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2331019.250000 Penalty: 4809.903320
	Iteration 12Q: 3 clusters Score -2331019 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2331302.500000 Penalty: 4809.903320
	Iteration 13Q: 3 clusters Score -2331302 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2331588.750000 Penalty: 4809.903320
	Iteration 14Q: 3 clusters Score -2331589 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2331885.750000 Penalty: 4809.903320
	Iteration 15Q: 3 clusters Score -2331886 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2332164.500000 Penalty: 4809.903320
	Iteration 16Q: 3 clusters Score -2332164 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2332381.000000 Penalty: 4809.903320
	Iteration 17Q: 3 clusters Score -2332381 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2332550.000000 Penalty: 4809.903320
	Iteration 18Q: 3 clusters Score -2332550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2332669.750000 Penalty: 4809.903320
	Iteration 19Q: 3 clusters Score -2332670 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2332786.250000 Penalty: 4809.903320
	Iteration 20F: 3 clusters Score -2332786 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2332852.000000 Penalty: 4809.903320
	Iteration 21Q: 3 clusters Score -2332852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2332892.500000 Penalty: 4809.903320
	Iteration 22Q: 3 clusters Score -2332892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2332941.000000 Penalty: 4809.903320
	Iteration 23Q: 3 clusters Score -2332941 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2332974.250000 Penalty: 4809.903320
	Iteration 24Q: 3 clusters Score -2332974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2332995.000000 Penalty: 4809.903320
	Iteration 25Q: 3 clusters Score -2332995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2333018.250000 Penalty: 4809.903320
	Iteration 26Q: 3 clusters Score -2333018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2333038.250000 Penalty: 4809.903320
	Iteration 27Q: 3 clusters Score -2333038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2333046.000000 Penalty: 4809.903320
	Iteration 28Q: 3 clusters Score -2333046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2333072.000000 Penalty: 4809.903320
	Iteration 29Q: 3 clusters Score -2333072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2333094.250000 Penalty: 4809.903320
	Iteration 30Q: 3 clusters Score -2333094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2333105.000000 Penalty: 4809.903320
	Iteration 31Q: 3 clusters Score -2333105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2333126.250000 Penalty: 4809.903320
	Iteration 32Q: 3 clusters Score -2333126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2333149.000000 Penalty: 4809.903320
	Iteration 33Q: 3 clusters Score -2333149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2333165.250000 Penalty: 4809.903320
	Iteration 34Q: 3 clusters Score -2333165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2333172.500000 Penalty: 4809.903320
	Iteration 35Q: 3 clusters Score -2333172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2333172.500000 Penalty: 4809.903320
	Iteration 36Q: 3 clusters Score -2333172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2333186.250000 Penalty: 4809.903320
	Iteration 37Q: 3 clusters Score -2333186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2333195.000000 Penalty: 4809.903320
	Iteration 38Q: 3 clusters Score -2333195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2333197.000000 Penalty: 4809.903320
	Iteration 39Q: 3 clusters Score -2333197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2333202.000000 Penalty: 4809.903320
	Iteration 40F: 3 clusters Score -2333202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2333194.500000 Penalty: 4809.903320
	Iteration 41Q: 3 clusters Score -2333194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2333209.500000 Penalty: 4809.903320
	Iteration 42Q: 3 clusters Score -2333210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2333203.500000 Penalty: 4809.903320
	Iteration 43Q: 3 clusters Score -2333204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2333208.500000 Penalty: 4809.903320
	Iteration 44Q: 3 clusters Score -2333208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2333207.250000 Penalty: 4809.903320
	Iteration 45Q: 3 clusters Score -2333207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2333205.000000 Penalty: 4809.903320
	Iteration 46Q: 3 clusters Score -2333205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2333206.500000 Penalty: 4809.903320
	Iteration 47Q: 3 clusters Score -2333206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2333202.750000 Penalty: 4809.903320
	Iteration 48Q: 3 clusters Score -2333203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2333203.000000 Penalty: 4809.903320
	Iteration 49Q: 3 clusters Score -2333203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2333202.750000 Penalty: 4809.903320
	Iteration 50Q: 3 clusters Score -2333203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2333203.500000 Penalty: 4809.903320
	Iteration 51Q: 3 clusters Score -2333204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2333202.750000 Penalty: 4809.903320
	Iteration 52Q: 3 clusters Score -2333203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2333204.250000 Penalty: 4809.903320
	Iteration 53Q: 3 clusters Score -2333204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2333201.500000 Penalty: 4809.903320
	Iteration 54Q: 3 clusters Score -2333202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2333203.000000 Penalty: 4809.903320
	Iteration 55Q: 3 clusters Score -2333203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2333203.000000 Penalty: 4809.903320
	Iteration 56F: 3 clusters Score -2333203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Entering Unmasked Estep 
Score: -2318653.500000 Penalty: 2388.379639
	Iteration 0F: 2 clusters Score -2318654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2307653.750000 Penalty: 4776.759277
	Iteration 0F: 3 clusters Score -2307654 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2311206.500000 Penalty: 4776.759277
	Iteration 1F: 3 clusters Score -2311206 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2311740.000000 Penalty: 4776.759277
	Iteration 2F: 3 clusters Score -2311740 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2312259.250000 Penalty: 4776.759277
	Iteration 3F: 3 clusters Score -2312259 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2312834.000000 Penalty: 4776.759277
	Iteration 4F: 3 clusters Score -2312834 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2313518.000000 Penalty: 4776.759277
	Iteration 5F: 3 clusters Score -2313518 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2314226.500000 Penalty: 4776.759277
	Iteration 6F: 3 clusters Score -2314226 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2314891.000000 Penalty: 4776.759277
	Iteration 7F: 3 clusters Score -2314891 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2315386.250000 Penalty: 4776.759277
	Iteration 8F: 3 clusters Score -2315386 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2315752.500000 Penalty: 4776.759277
	Iteration 9Q: 3 clusters Score -2315752 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2315993.750000 Penalty: 4776.759277
	Iteration 10Q: 3 clusters Score -2315994 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2316187.500000 Penalty: 4776.759277
	Iteration 11Q: 3 clusters Score -2316188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2316332.000000 Penalty: 4776.759277
	Iteration 12Q: 3 clusters Score -2316332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2316430.000000 Penalty: 4776.759277
	Iteration 13Q: 3 clusters Score -2316430 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2316523.000000 Penalty: 4776.759277
	Iteration 14Q: 3 clusters Score -2316523 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2316599.500000 Penalty: 4776.759277
	Iteration 15Q: 3 clusters Score -2316600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2316660.750000 Penalty: 4776.759277
	Iteration 16Q: 3 clusters Score -2316661 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2316707.500000 Penalty: 4776.759277
	Iteration 17Q: 3 clusters Score -2316708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2316750.500000 Penalty: 4776.759277
	Iteration 18Q: 3 clusters Score -2316750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2316774.250000 Penalty: 4776.759277
	Iteration 19Q: 3 clusters Score -2316774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2316808.750000 Penalty: 4776.759277
	Iteration 20F: 3 clusters Score -2316809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2316833.000000 Penalty: 4776.759277
	Iteration 21Q: 3 clusters Score -2316833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2316850.000000 Penalty: 4776.759277
	Iteration 22Q: 3 clusters Score -2316850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2316862.500000 Penalty: 4776.759277
	Iteration 23Q: 3 clusters Score -2316862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2316880.250000 Penalty: 4776.759277
	Iteration 24Q: 3 clusters Score -2316880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2316894.000000 Penalty: 4776.759277
	Iteration 25Q: 3 clusters Score -2316894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2316904.500000 Penalty: 4776.759277
	Iteration 26Q: 3 clusters Score -2316904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2316919.500000 Penalty: 4776.759277
	Iteration 27Q: 3 clusters Score -2316920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2316930.250000 Penalty: 4776.759277
	Iteration 28Q: 3 clusters Score -2316930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2316936.750000 Penalty: 4776.759277
	Iteration 29Q: 3 clusters Score -2316937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2316948.750000 Penalty: 4776.759277
	Iteration 30Q: 3 clusters Score -2316949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2316954.250000 Penalty: 4776.759277
	Iteration 31Q: 3 clusters Score -2316954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2316960.250000 Penalty: 4776.759277
	Iteration 32Q: 3 clusters Score -2316960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2316962.250000 Penalty: 4776.759277
	Iteration 33Q: 3 clusters Score -2316962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2316966.750000 Penalty: 4776.759277
	Iteration 34Q: 3 clusters Score -2316967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2316966.750000 Penalty: 4776.759277
	Iteration 35Q: 3 clusters Score -2316967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2316966.750000 Penalty: 4776.759277
	Iteration 36Q: 3 clusters Score -2316967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2316972.000000 Penalty: 4776.759277
	Iteration 37Q: 3 clusters Score -2316972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2316970.750000 Penalty: 4776.759277
	Iteration 38Q: 3 clusters Score -2316971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2316972.500000 Penalty: 4776.759277
	Iteration 39Q: 3 clusters Score -2316972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2316972.500000 Penalty: 4776.759277
	Iteration 40F: 3 clusters Score -2316972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -320421.093750 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -320421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -317682.656250 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -317682.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -318183.187500 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -318183.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -318330.843750 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -318330.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -318411.218750 Penalty: 3801.515869
	Iteration 3Q: 3 clusters Score -318411.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -318459.187500 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -318459.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318489.125000 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -318489.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -318520.093750 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -318520.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -318568.906250 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -318568.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -318612.250000 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -318612.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -318642.375000 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -318642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -318664.531250 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -318664.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -318684.750000 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -318684.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -318705.906250 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -318705.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -318732.437500 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -318732.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -318754.781250 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -318754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -318776.812500 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -318776.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -318800.312500 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -318800.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -318835.593750 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -318835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -318872.031250 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -318872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -318917.062500 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -318917.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -318954.187500 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -318954.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -318983.437500 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -318983.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -319003.843750 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -319003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -319020.781250 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -319020.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -319039.625000 Penalty: 3801.515869
	Iteration 24Q: 3 clusters Score -319039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -319051.906250 Penalty: 3801.515869
	Iteration 25Q: 3 clusters Score -319051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -319063.812500 Penalty: 3801.515869
	Iteration 26Q: 3 clusters Score -319063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -319073.625000 Penalty: 3801.515869
	Iteration 27Q: 3 clusters Score -319073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -319089.156250 Penalty: 3801.515869
	Iteration 28Q: 3 clusters Score -319089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -319098.375000 Penalty: 3801.515869
	Iteration 29Q: 3 clusters Score -319098.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -319112.093750 Penalty: 3801.515869
	Iteration 30Q: 3 clusters Score -319112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -319116.000000 Penalty: 3801.515869
	Iteration 31Q: 3 clusters Score -319116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -319120.125000 Penalty: 3801.515869
	Iteration 32Q: 3 clusters Score -319120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -319125.468750 Penalty: 3801.515869
	Iteration 33Q: 3 clusters Score -319125.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -319133.218750 Penalty: 3801.515869
	Iteration 34Q: 3 clusters Score -319133.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -319143.531250 Penalty: 3801.515869
	Iteration 35Q: 3 clusters Score -319143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -319148.781250 Penalty: 3801.515869
	Iteration 36Q: 3 clusters Score -319148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -319153.093750 Penalty: 3801.515869
	Iteration 37Q: 3 clusters Score -319153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -319163.125000 Penalty: 3801.515869
	Iteration 38Q: 3 clusters Score -319163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -319170.343750 Penalty: 3801.515869
	Iteration 39Q: 3 clusters Score -319170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -319176.187500 Penalty: 3801.515869
	Iteration 40F: 3 clusters Score -319176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -319180.500000 Penalty: 3801.515869
	Iteration 41Q: 3 clusters Score -319180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -319182.437500 Penalty: 3801.515869
	Iteration 42Q: 3 clusters Score -319182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -319187.250000 Penalty: 3801.515869
	Iteration 43Q: 3 clusters Score -319187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -319193.093750 Penalty: 3801.515869
	Iteration 44Q: 3 clusters Score -319193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -319197.937500 Penalty: 3801.515869
	Iteration 45Q: 3 clusters Score -319197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -319203.000000 Penalty: 3801.515869
	Iteration 46Q: 3 clusters Score -319203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -319206.093750 Penalty: 3801.515869
	Iteration 47Q: 3 clusters Score -319206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -319209.093750 Penalty: 3801.515869
	Iteration 48Q: 3 clusters Score -319209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -319210.000000 Penalty: 3801.515869
	Iteration 49Q: 3 clusters Score -319210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -319209.906250 Penalty: 3801.515869
	Iteration 50Q: 3 clusters Score -319209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -319210.750000 Penalty: 3801.515869
	Iteration 51Q: 3 clusters Score -319210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -319211.531250 Penalty: 3801.515869
	Iteration 52Q: 3 clusters Score -319211.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -319211.531250 Penalty: 3801.515869
	Iteration 53F: 3 clusters Score -319211.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -189583.703125 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -189583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -187444.656250 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -187444.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188491.156250 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -188491.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -189374.625000 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -189374.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -190220.250000 Penalty: 3608.828857
	Iteration 3F: 3 clusters Score -190220.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -190896.062500 Penalty: 3608.828857
	Iteration 4F: 3 clusters Score -190896.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -191303.296875 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -191303.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -191851.375000 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -191851.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -192329.218750 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -192329.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192771.921875 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -192771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193059.796875 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -193059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193083.625000 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -193083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -193096.031250 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -193096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193108.953125 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -193109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -193116.703125 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -193116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -193122.984375 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -193123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193125.062500 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -193125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193125.812500 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -193125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -193159.375000 Penalty: 3608.828857
	Iteration 17F: 3 clusters Score -193159.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -193255.968750 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -193256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -193346.375000 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -193346.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -193478.281250 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -193478.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -193706.875000 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -193706.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -194036.906250 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -194036.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194269.281250 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -194269.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -194466.906250 Penalty: 3608.828857
	Iteration 24Q: 3 clusters Score -194466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194749.156250 Penalty: 3608.828857
	Iteration 25Q: 3 clusters Score -194749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195078.000000 Penalty: 3608.828857
	Iteration 26Q: 3 clusters Score -195078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195078.000000 Penalty: 3608.828857
	Iteration 27F: 3 clusters Score -195078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 916 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 113986 members 
Mstep: Class 38 contains 623 members 
Entering Unmasked Estep 
Score: -104147224.000000 Penalty: 126803.226562
Splitting cluster 18 changes total score from -104117616.000000 to -104147224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -292880.187500 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -292880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -290320.031250 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -290320 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -290741.562500 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -290741.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -290833.656250 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -290833.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290872.687500 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -290872.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -290903.468750 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -290903.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290929.656250 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -290929.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -290948.031250 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -290948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -290957.781250 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -290957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290966.906250 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -290966.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -290981.218750 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -290981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290991.968750 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -290992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -291000.281250 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -291000.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -291010.687500 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -291010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -291019.406250 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -291019.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291027.468750 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -291027.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -291034.375000 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -291034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291038.562500 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -291038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291044.718750 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -291044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291050.500000 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -291050.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -291060.093750 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -291060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291070.156250 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -291070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291073.468750 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -291073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291075.562500 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -291075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291077.125000 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -291077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -291077.718750 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -291077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -291081.031250 Penalty: 3746.430176
	Iteration 25Q: 3 clusters Score -291081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -291084.812500 Penalty: 3746.430176
	Iteration 26Q: 3 clusters Score -291084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291087.437500 Penalty: 3746.430176
	Iteration 27Q: 3 clusters Score -291087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -291087.937500 Penalty: 3746.430176
	Iteration 28Q: 3 clusters Score -291087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291089.468750 Penalty: 3746.430176
	Iteration 29Q: 3 clusters Score -291089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291091.281250 Penalty: 3746.430176
	Iteration 30Q: 3 clusters Score -291091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -291093.875000 Penalty: 3746.430176
	Iteration 31Q: 3 clusters Score -291093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291094.812500 Penalty: 3746.430176
	Iteration 32Q: 3 clusters Score -291094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291097.000000 Penalty: 3746.430176
	Iteration 33Q: 3 clusters Score -291097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -291098.156250 Penalty: 3746.430176
	Iteration 34Q: 3 clusters Score -291098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291099.843750 Penalty: 3746.430176
	Iteration 35Q: 3 clusters Score -291099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291102.375000 Penalty: 3746.430176
	Iteration 36Q: 3 clusters Score -291102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291103.343750 Penalty: 3746.430176
	Iteration 37Q: 3 clusters Score -291103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291103.343750 Penalty: 3746.430176
	Iteration 38F: 3 clusters Score -291103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -23587.935547 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -23587.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22593.037109 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -22593.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22708.167969 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -22708.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22729.707031 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -22729.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22739.257812 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -22739.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22747.347656 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -22747.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22747.347656 Penalty: 2635.350342
	Iteration 5F: 3 clusters Score -22747.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -382674.218750 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -382674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -379656.718750 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -379656.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -380318.937500 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -380318.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -380564.031250 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -380564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -380781.781250 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -380781.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -381016.718750 Penalty: 3924.924805
	Iteration 4F: 3 clusters Score -381016.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -381237.781250 Penalty: 3924.924805
	Iteration 5F: 3 clusters Score -381237.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -381405.093750 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -381405.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -381538.218750 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -381538.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -381633.781250 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -381633.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -381709.062500 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -381709.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -381767.812500 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -381767.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -381811.000000 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -381811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -381831.812500 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -381831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -381846.031250 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -381846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -381860.031250 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -381860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -381865.718750 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -381865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -381871.093750 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -381871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -381875.406250 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -381875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -381880.593750 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -381880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -381885.375000 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -381885.4 nChanged 18
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: -381894.156250 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -381894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -381900.750000 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -381900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -381905.625000 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -381905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -381910.437500 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -381910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381914.968750 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -381915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -381917.937500 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -381917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -381920.062500 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -381920.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -381926.125000 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -381926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -381931.156250 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -381931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -381935.937500 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -381935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -381939.781250 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -381939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -381942.843750 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -381942.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -381950.062500 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -381950.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -381959.437500 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -381959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -381966.156250 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -381966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -381970.593750 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -381970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -381975.968750 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -381976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -381982.781250 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -381982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -381986.562500 Penalty: 3924.924805
	Iteration 38Q: 3 clusters Score -381986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -381988.812500 Penalty: 3924.924805
	Iteration 39Q: 3 clusters Score -381988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -381988.937500 Penalty: 3924.924805
	Iteration 40F: 3 clusters Score -381988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -644827.750000 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -644827.8 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 2221 members 
Entering Unmasked Estep 
Score: -640624.062500 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -640624.1 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -641542.687500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -641542.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -641736.937500 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -641736.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -641859.062500 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -641859.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -641951.125000 Penalty: 4164.828613
	Iteration 4Q: 3 clusters Score -641951.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -641994.312500 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -641994.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -642027.375000 Penalty: 4164.828613
	Iteration 6Q: 3 clusters Score -642027.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -642056.125000 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -642056.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -642081.375000 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -642081.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -642104.062500 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -642104.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -642120.500000 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -642120.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -642139.500000 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -642139.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -642160.187500 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -642160.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -642178.937500 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -642178.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -642198.875000 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -642198.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -642211.000000 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -642211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -642220.250000 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -642220.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -642228.187500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -642228.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -642236.375000 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -642236.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -642239.875000 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -642239.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -642249.687500 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -642249.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -642257.125000 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -642257.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -642263.312500 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -642263.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -642273.937500 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -642273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -642281.187500 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -642281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -642287.000000 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -642287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -642290.750000 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -642290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -642292.937500 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -642292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -642294.062500 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -642294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -642298.312500 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -642298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -642299.062500 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -642299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -642300.625000 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -642300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -642300.250000 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -642300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -642301.125000 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -642301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -642303.125000 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -642303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -642303.875000 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -642303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -642305.687500 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -642305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -642307.500000 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -642307.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -642310.062500 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -642310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -642310.812500 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -642310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -642314.500000 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -642314.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -642320.875000 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -642320.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -642325.000000 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -642325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -642329.250000 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -642329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -642333.937500 Penalty: 4164.828613
	Iteration 44Q: 3 clusters Score -642333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -642337.437500 Penalty: 4164.828613
	Iteration 45Q: 3 clusters Score -642337.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -642344.500000 Penalty: 4164.828613
	Iteration 46Q: 3 clusters Score -642344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -642350.375000 Penalty: 4164.828613
	Iteration 47Q: 3 clusters Score -642350.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -642355.062500 Penalty: 4164.828613
	Iteration 48Q: 3 clusters Score -642355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -642357.687500 Penalty: 4164.828613
	Iteration 49Q: 3 clusters Score -642357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -642362.375000 Penalty: 4164.828613
	Iteration 50Q: 3 clusters Score -642362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -642365.375000 Penalty: 4164.828613
	Iteration 51Q: 3 clusters Score -642365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -642369.687500 Penalty: 4164.828613
	Iteration 52Q: 3 clusters Score -642369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -642371.062500 Penalty: 4164.828613
	Iteration 53Q: 3 clusters Score -642371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -642373.687500 Penalty: 4164.828613
	Iteration 54Q: 3 clusters Score -642373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -642374.625000 Penalty: 4164.828613
	Iteration 55Q: 3 clusters Score -642374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -642378.062500 Penalty: 4164.828613
	Iteration 56Q: 3 clusters Score -642378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -642379.937500 Penalty: 4164.828613
	Iteration 57Q: 3 clusters Score -642379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -642381.625000 Penalty: 4164.828613
	Iteration 58Q: 3 clusters Score -642381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -642385.125000 Penalty: 4164.828613
	Iteration 59Q: 3 clusters Score -642385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -642388.312500 Penalty: 4164.828613
	Iteration 60F: 3 clusters Score -642388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -642391.875000 Penalty: 4164.828613
	Iteration 61Q: 3 clusters Score -642391.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -642395.875000 Penalty: 4164.828613
	Iteration 62Q: 3 clusters Score -642395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -642398.125000 Penalty: 4164.828613
	Iteration 63Q: 3 clusters Score -642398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -642403.562500 Penalty: 4164.828613
	Iteration 64Q: 3 clusters Score -642403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -642406.000000 Penalty: 4164.828613
	Iteration 65Q: 3 clusters Score -642406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -642409.812500 Penalty: 4164.828613
	Iteration 66Q: 3 clusters Score -642409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -642414.812500 Penalty: 4164.828613
	Iteration 67Q: 3 clusters Score -642414.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -642418.875000 Penalty: 4164.828613
	Iteration 68Q: 3 clusters Score -642418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -642421.937500 Penalty: 4164.828613
	Iteration 69Q: 3 clusters Score -642421.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -642424.000000 Penalty: 4164.828613
	Iteration 70Q: 3 clusters Score -642424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -642426.625000 Penalty: 4164.828613
	Iteration 71Q: 3 clusters Score -642426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -642429.187500 Penalty: 4164.828613
	Iteration 72Q: 3 clusters Score -642429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -642431.625000 Penalty: 4164.828613
	Iteration 73Q: 3 clusters Score -642431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -642433.312500 Penalty: 4164.828613
	Iteration 74Q: 3 clusters Score -642433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -642434.937500 Penalty: 4164.828613
	Iteration 75Q: 3 clusters Score -642434.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -642439.937500 Penalty: 4164.828613
	Iteration 76Q: 3 clusters Score -642439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -642443.437500 Penalty: 4164.828613
	Iteration 77Q: 3 clusters Score -642443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -642447.625000 Penalty: 4164.828613
	Iteration 78Q: 3 clusters Score -642447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -642455.062500 Penalty: 4164.828613
	Iteration 79Q: 3 clusters Score -642455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -642462.187500 Penalty: 4164.828613
	Iteration 80F: 3 clusters Score -642462.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -642473.750000 Penalty: 4164.828613
	Iteration 81Q: 3 clusters Score -642473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -642486.875000 Penalty: 4164.828613
	Iteration 82Q: 3 clusters Score -642486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -642502.062500 Penalty: 4164.828613
	Iteration 83Q: 3 clusters Score -642502.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -642515.500000 Penalty: 4164.828613
	Iteration 84Q: 3 clusters Score -642515.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -642531.500000 Penalty: 4164.828613
	Iteration 85Q: 3 clusters Score -642531.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -642542.500000 Penalty: 4164.828613
	Iteration 86Q: 3 clusters Score -642542.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -642551.062500 Penalty: 4164.828613
	Iteration 87Q: 3 clusters Score -642551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -642555.062500 Penalty: 4164.828613
	Iteration 88Q: 3 clusters Score -642555.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -642562.375000 Penalty: 4164.828613
	Iteration 89Q: 3 clusters Score -642562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -642569.687500 Penalty: 4164.828613
	Iteration 90Q: 3 clusters Score -642569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -642577.250000 Penalty: 4164.828613
	Iteration 91Q: 3 clusters Score -642577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -642583.000000 Penalty: 4164.828613
	Iteration 92Q: 3 clusters Score -642583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -642588.687500 Penalty: 4164.828613
	Iteration 93Q: 3 clusters Score -642588.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -642596.000000 Penalty: 4164.828613
	Iteration 94Q: 3 clusters Score -642596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -642600.500000 Penalty: 4164.828613
	Iteration 95Q: 3 clusters Score -642600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -642608.250000 Penalty: 4164.828613
	Iteration 96Q: 3 clusters Score -642608.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -642612.562500 Penalty: 4164.828613
	Iteration 97Q: 3 clusters Score -642612.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -642618.812500 Penalty: 4164.828613
	Iteration 98Q: 3 clusters Score -642618.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -642626.625000 Penalty: 4164.828613
	Iteration 99Q: 3 clusters Score -642626.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -642633.437500 Penalty: 4164.828613
	Iteration 100F: 3 clusters Score -642633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -642643.687500 Penalty: 4164.828613
	Iteration 101Q: 3 clusters Score -642643.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -642660.437500 Penalty: 4164.828613
	Iteration 102Q: 3 clusters Score -642660.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -642677.375000 Penalty: 4164.828613
	Iteration 103Q: 3 clusters Score -642677.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -642692.875000 Penalty: 4164.828613
	Iteration 104Q: 3 clusters Score -642692.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -642709.312500 Penalty: 4164.828613
	Iteration 105Q: 3 clusters Score -642709.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -642728.937500 Penalty: 4164.828613
	Iteration 106Q: 3 clusters Score -642728.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -642750.312500 Penalty: 4164.828613
	Iteration 107Q: 3 clusters Score -642750.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -642777.312500 Penalty: 4164.828613
	Iteration 108Q: 3 clusters Score -642777.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -642805.687500 Penalty: 4164.828613
	Iteration 109Q: 3 clusters Score -642805.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -642828.437500 Penalty: 4164.828613
	Iteration 110Q: 3 clusters Score -642828.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -642847.562500 Penalty: 4164.828613
	Iteration 111Q: 3 clusters Score -642847.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -642861.500000 Penalty: 4164.828613
	Iteration 112Q: 3 clusters Score -642861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -642879.187500 Penalty: 4164.828613
	Iteration 113Q: 3 clusters Score -642879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -642892.000000 Penalty: 4164.828613
	Iteration 114Q: 3 clusters Score -642892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -642905.187500 Penalty: 4164.828613
	Iteration 115Q: 3 clusters Score -642905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -642918.937500 Penalty: 4164.828613
	Iteration 116Q: 3 clusters Score -642918.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -642929.562500 Penalty: 4164.828613
	Iteration 117Q: 3 clusters Score -642929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -642946.062500 Penalty: 4164.828613
	Iteration 118Q: 3 clusters Score -642946.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -642957.875000 Penalty: 4164.828613
	Iteration 119Q: 3 clusters Score -642957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -642965.000000 Penalty: 4164.828613
	Iteration 120F: 3 clusters Score -642965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -642971.312500 Penalty: 4164.828613
	Iteration 121Q: 3 clusters Score -642971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -642978.000000 Penalty: 4164.828613
	Iteration 122Q: 3 clusters Score -642978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -642983.750000 Penalty: 4164.828613
	Iteration 123Q: 3 clusters Score -642983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -642987.625000 Penalty: 4164.828613
	Iteration 124Q: 3 clusters Score -642987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -642988.625000 Penalty: 4164.828613
	Iteration 125Q: 3 clusters Score -642988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -642989.875000 Penalty: 4164.828613
	Iteration 126Q: 3 clusters Score -642989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -642991.187500 Penalty: 4164.828613
	Iteration 127Q: 3 clusters Score -642991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -642993.000000 Penalty: 4164.828613
	Iteration 128Q: 3 clusters Score -642993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -642996.000000 Penalty: 4164.828613
	Iteration 129Q: 3 clusters Score -642996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -642997.562500 Penalty: 4164.828613
	Iteration 130Q: 3 clusters Score -642997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -643000.562500 Penalty: 4164.828613
	Iteration 131Q: 3 clusters Score -643000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -643000.187500 Penalty: 4164.828613
	Iteration 132Q: 3 clusters Score -643000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -643000.812500 Penalty: 4164.828613
	Iteration 133Q: 3 clusters Score -643000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -643000.812500 Penalty: 4164.828613
	Iteration 134F: 3 clusters Score -643000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Entering Unmasked Estep 
Score: -5959964.000000 Penalty: 2624.255127
	Iteration 0F: 2 clusters Score -5959964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5933159.500000 Penalty: 5248.510254
	Iteration 0F: 3 clusters Score -5933160 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -5943017.000000 Penalty: 5248.510254
	Iteration 1F: 3 clusters Score -5943017 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5943473.500000 Penalty: 5248.510254
	Iteration 2Q: 3 clusters Score -5943474 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -5943880.000000 Penalty: 5248.510254
	Iteration 3Q: 3 clusters Score -5943880 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5944223.500000 Penalty: 5248.510254
	Iteration 4Q: 3 clusters Score -5944224 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -5944614.000000 Penalty: 5248.510254
	Iteration 5Q: 3 clusters Score -5944614 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5944931.500000 Penalty: 5248.510254
	Iteration 6Q: 3 clusters Score -5944932 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5945272.500000 Penalty: 5248.510254
	Iteration 7Q: 3 clusters Score -5945272 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -5945744.500000 Penalty: 5248.510254
	Iteration 8Q: 3 clusters Score -5945744 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5946157.500000 Penalty: 5248.510254
	Iteration 9Q: 3 clusters Score -5946158 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -5946643.000000 Penalty: 5248.510254
	Iteration 10Q: 3 clusters Score -5946643 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5947322.000000 Penalty: 5248.510254
	Iteration 11Q: 3 clusters Score -5947322 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5948178.500000 Penalty: 5248.510254
	Iteration 12Q: 3 clusters Score -5948178 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5949288.500000 Penalty: 5248.510254
	Iteration 13Q: 3 clusters Score -5949288 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5950712.000000 Penalty: 5248.510254
	Iteration 14F: 3 clusters Score -5950712 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5952298.500000 Penalty: 5248.510254
	Iteration 15F: 3 clusters Score -5952298 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5953797.000000 Penalty: 5248.510254
	Iteration 16Q: 3 clusters Score -5953797 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -5954947.000000 Penalty: 5248.510254
	Iteration 17Q: 3 clusters Score -5954947 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -5955751.500000 Penalty: 5248.510254
	Iteration 18Q: 3 clusters Score -5955752 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5956367.000000 Penalty: 5248.510254
	Iteration 19Q: 3 clusters Score -5956367 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5956741.000000 Penalty: 5248.510254
	Iteration 20F: 3 clusters Score -5956741 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5957004.000000 Penalty: 5248.510254
	Iteration 21Q: 3 clusters Score -5957004 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5957213.000000 Penalty: 5248.510254
	Iteration 22Q: 3 clusters Score -5957213 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5957411.500000 Penalty: 5248.510254
	Iteration 23Q: 3 clusters Score -5957412 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5957566.500000 Penalty: 5248.510254
	Iteration 24Q: 3 clusters Score -5957566 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5957694.500000 Penalty: 5248.510254
	Iteration 25Q: 3 clusters Score -5957694 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5957844.000000 Penalty: 5248.510254
	Iteration 26Q: 3 clusters Score -5957844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5957930.000000 Penalty: 5248.510254
	Iteration 27Q: 3 clusters Score -5957930 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5958015.000000 Penalty: 5248.510254
	Iteration 28Q: 3 clusters Score -5958015 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5958093.000000 Penalty: 5248.510254
	Iteration 29Q: 3 clusters Score -5958093 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5958154.500000 Penalty: 5248.510254
	Iteration 30Q: 3 clusters Score -5958154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5958220.000000 Penalty: 5248.510254
	Iteration 31Q: 3 clusters Score -5958220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5958259.000000 Penalty: 5248.510254
	Iteration 32Q: 3 clusters Score -5958259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5958302.500000 Penalty: 5248.510254
	Iteration 33Q: 3 clusters Score -5958302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5958330.000000 Penalty: 5248.510254
	Iteration 34Q: 3 clusters Score -5958330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5958349.500000 Penalty: 5248.510254
	Iteration 35Q: 3 clusters Score -5958350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5958387.500000 Penalty: 5248.510254
	Iteration 36Q: 3 clusters Score -5958388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5958415.000000 Penalty: 5248.510254
	Iteration 37Q: 3 clusters Score -5958415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5958448.000000 Penalty: 5248.510254
	Iteration 38Q: 3 clusters Score -5958448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5958467.500000 Penalty: 5248.510254
	Iteration 39Q: 3 clusters Score -5958468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5958488.500000 Penalty: 5248.510254
	Iteration 40F: 3 clusters Score -5958488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5958500.000000 Penalty: 5248.510254
	Iteration 41Q: 3 clusters Score -5958500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5958534.000000 Penalty: 5248.510254
	Iteration 42Q: 3 clusters Score -5958534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5958548.000000 Penalty: 5248.510254
	Iteration 43Q: 3 clusters Score -5958548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5958585.500000 Penalty: 5248.510254
	Iteration 44Q: 3 clusters Score -5958586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5958630.000000 Penalty: 5248.510254
	Iteration 45Q: 3 clusters Score -5958630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5958657.500000 Penalty: 5248.510254
	Iteration 46Q: 3 clusters Score -5958658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5958668.000000 Penalty: 5248.510254
	Iteration 47Q: 3 clusters Score -5958668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5958672.000000 Penalty: 5248.510254
	Iteration 48Q: 3 clusters Score -5958672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5958687.000000 Penalty: 5248.510254
	Iteration 49Q: 3 clusters Score -5958687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5958703.500000 Penalty: 5248.510254
	Iteration 50Q: 3 clusters Score -5958704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5958721.000000 Penalty: 5248.510254
	Iteration 51Q: 3 clusters Score -5958721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5958727.000000 Penalty: 5248.510254
	Iteration 52Q: 3 clusters Score -5958727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5958732.500000 Penalty: 5248.510254
	Iteration 53Q: 3 clusters Score -5958732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5958738.500000 Penalty: 5248.510254
	Iteration 54Q: 3 clusters Score -5958738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5958737.000000 Penalty: 5248.510254
	Iteration 55Q: 3 clusters Score -5958737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5958737.000000 Penalty: 5248.510254
	Iteration 56F: 3 clusters Score -5958737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -603080.437500 Penalty: 2059.453369
	Iteration 0F: 2 clusters Score -603080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -599146.312500 Penalty: 4118.906738
	Iteration 0F: 3 clusters Score -599146.3 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -600006.187500 Penalty: 4118.906738
	Iteration 1F: 3 clusters Score -600006.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -600201.062500 Penalty: 4118.906738
	Iteration 2F: 3 clusters Score -600201.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -600325.750000 Penalty: 4118.906738
	Iteration 3Q: 3 clusters Score -600325.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -600423.750000 Penalty: 4118.906738
	Iteration 4Q: 3 clusters Score -600423.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -600484.375000 Penalty: 4118.906738
	Iteration 5Q: 3 clusters Score -600484.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -600546.687500 Penalty: 4118.906738
	Iteration 6Q: 3 clusters Score -600546.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -600596.937500 Penalty: 4118.906738
	Iteration 7Q: 3 clusters Score -600596.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -600640.187500 Penalty: 4118.906738
	Iteration 8Q: 3 clusters Score -600640.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -600679.375000 Penalty: 4118.906738
	Iteration 9Q: 3 clusters Score -600679.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -600719.937500 Penalty: 4118.906738
	Iteration 10Q: 3 clusters Score -600719.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -600751.500000 Penalty: 4118.906738
	Iteration 11Q: 3 clusters Score -600751.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -600776.000000 Penalty: 4118.906738
	Iteration 12Q: 3 clusters Score -600776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -600804.250000 Penalty: 4118.906738
	Iteration 13Q: 3 clusters Score -600804.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -600831.375000 Penalty: 4118.906738
	Iteration 14Q: 3 clusters Score -600831.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -600865.187500 Penalty: 4118.906738
	Iteration 15Q: 3 clusters Score -600865.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -600906.937500 Penalty: 4118.906738
	Iteration 16Q: 3 clusters Score -600906.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -600953.750000 Penalty: 4118.906738
	Iteration 17Q: 3 clusters Score -600953.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -600999.937500 Penalty: 4118.906738
	Iteration 18Q: 3 clusters Score -600999.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -601040.250000 Penalty: 4118.906738
	Iteration 19Q: 3 clusters Score -601040.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -601069.000000 Penalty: 4118.906738
	Iteration 20F: 3 clusters Score -601069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -601092.937500 Penalty: 4118.906738
	Iteration 21Q: 3 clusters Score -601092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -601114.062500 Penalty: 4118.906738
	Iteration 22Q: 3 clusters Score -601114.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -601137.500000 Penalty: 4118.906738
	Iteration 23Q: 3 clusters Score -601137.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -601162.125000 Penalty: 4118.906738
	Iteration 24Q: 3 clusters Score -601162.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -601177.812500 Penalty: 4118.906738
	Iteration 25Q: 3 clusters Score -601177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -601188.875000 Penalty: 4118.906738
	Iteration 26Q: 3 clusters Score -601188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -601196.437500 Penalty: 4118.906738
	Iteration 27Q: 3 clusters Score -601196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -601205.187500 Penalty: 4118.906738
	Iteration 28Q: 3 clusters Score -601205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -601210.812500 Penalty: 4118.906738
	Iteration 29Q: 3 clusters Score -601210.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -601216.437500 Penalty: 4118.906738
	Iteration 30Q: 3 clusters Score -601216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -601224.562500 Penalty: 4118.906738
	Iteration 31Q: 3 clusters Score -601224.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -601230.375000 Penalty: 4118.906738
	Iteration 32Q: 3 clusters Score -601230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -601234.500000 Penalty: 4118.906738
	Iteration 33Q: 3 clusters Score -601234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -601237.312500 Penalty: 4118.906738
	Iteration 34Q: 3 clusters Score -601237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -601239.000000 Penalty: 4118.906738
	Iteration 35Q: 3 clusters Score -601239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -601240.625000 Penalty: 4118.906738
	Iteration 36Q: 3 clusters Score -601240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -601242.750000 Penalty: 4118.906738
	Iteration 37Q: 3 clusters Score -601242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -601246.000000 Penalty: 4118.906738
	Iteration 38Q: 3 clusters Score -601246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -601246.750000 Penalty: 4118.906738
	Iteration 39Q: 3 clusters Score -601246.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -601250.812500 Penalty: 4118.906738
	Iteration 40F: 3 clusters Score -601250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -601250.500000 Penalty: 4118.906738
	Iteration 41Q: 3 clusters Score -601250.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -601253.937500 Penalty: 4118.906738
	Iteration 42Q: 3 clusters Score -601253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -601259.000000 Penalty: 4118.906738
	Iteration 43Q: 3 clusters Score -601259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -601261.125000 Penalty: 4118.906738
	Iteration 44Q: 3 clusters Score -601261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -601264.250000 Penalty: 4118.906738
	Iteration 45Q: 3 clusters Score -601264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -601266.875000 Penalty: 4118.906738
	Iteration 46Q: 3 clusters Score -601266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -601268.812500 Penalty: 4118.906738
	Iteration 47Q: 3 clusters Score -601268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -601268.812500 Penalty: 4118.906738
	Iteration 48Q: 3 clusters Score -601268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -601270.812500 Penalty: 4118.906738
	Iteration 49Q: 3 clusters Score -601270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -601270.812500 Penalty: 4118.906738
	Iteration 50F: 3 clusters Score -601270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Entering Unmasked Estep 
Score: -7218729.500000 Penalty: 2671.407715
	Iteration 0F: 2 clusters Score -7218730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -7186354.500000 Penalty: 5342.815430
	Iteration 0F: 3 clusters Score -7186354 nChanged 22183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -7198636.000000 Penalty: 5342.815430
	Iteration 1F: 3 clusters Score -7198636 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7199157.000000 Penalty: 5342.815430
	Iteration 2Q: 3 clusters Score -7199157 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -7199678.500000 Penalty: 5342.815430
	Iteration 3Q: 3 clusters Score -7199678 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7200144.000000 Penalty: 5342.815430
	Iteration 4Q: 3 clusters Score -7200144 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -7200735.000000 Penalty: 5342.815430
	Iteration 5Q: 3 clusters Score -7200735 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -7201318.500000 Penalty: 5342.815430
	Iteration 6Q: 3 clusters Score -7201318 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -7202037.000000 Penalty: 5342.815430
	Iteration 7Q: 3 clusters Score -7202037 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -7202925.000000 Penalty: 5342.815430
	Iteration 8Q: 3 clusters Score -7202925 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -7203983.500000 Penalty: 5342.815430
	Iteration 9Q: 3 clusters Score -7203984 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -7205389.500000 Penalty: 5342.815430
	Iteration 10Q: 3 clusters Score -7205390 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -7206786.000000 Penalty: 5342.815430
	Iteration 11Q: 3 clusters Score -7206786 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7208077.500000 Penalty: 5342.815430
	Iteration 12Q: 3 clusters Score -7208078 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -7209403.000000 Penalty: 5342.815430
	Iteration 13Q: 3 clusters Score -7209403 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -7210665.000000 Penalty: 5342.815430
	Iteration 14Q: 3 clusters Score -7210665 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -7211801.500000 Penalty: 5342.815430
	Iteration 15Q: 3 clusters Score -7211802 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -7212786.500000 Penalty: 5342.815430
	Iteration 16Q: 3 clusters Score -7212786 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -7213518.500000 Penalty: 5342.815430
	Iteration 17Q: 3 clusters Score -7213518 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7214142.000000 Penalty: 5342.815430
	Iteration 18Q: 3 clusters Score -7214142 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7214650.000000 Penalty: 5342.815430
	Iteration 19Q: 3 clusters Score -7214650 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7215044.000000 Penalty: 5342.815430
	Iteration 20F: 3 clusters Score -7215044 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7215343.000000 Penalty: 5342.815430
	Iteration 21Q: 3 clusters Score -7215343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7215606.500000 Penalty: 5342.815430
	Iteration 22Q: 3 clusters Score -7215606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7215820.500000 Penalty: 5342.815430
	Iteration 23Q: 3 clusters Score -7215820 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7215985.500000 Penalty: 5342.815430
	Iteration 24Q: 3 clusters Score -7215986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7216082.500000 Penalty: 5342.815430
	Iteration 25Q: 3 clusters Score -7216082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7216162.000000 Penalty: 5342.815430
	Iteration 26Q: 3 clusters Score -7216162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7216208.000000 Penalty: 5342.815430
	Iteration 27Q: 3 clusters Score -7216208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7216277.500000 Penalty: 5342.815430
	Iteration 28Q: 3 clusters Score -7216278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7216316.500000 Penalty: 5342.815430
	Iteration 29Q: 3 clusters Score -7216316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7216346.500000 Penalty: 5342.815430
	Iteration 30Q: 3 clusters Score -7216346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7216360.500000 Penalty: 5342.815430
	Iteration 31Q: 3 clusters Score -7216360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7216361.500000 Penalty: 5342.815430
	Iteration 32Q: 3 clusters Score -7216362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7216381.000000 Penalty: 5342.815430
	Iteration 33Q: 3 clusters Score -7216381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7216386.500000 Penalty: 5342.815430
	Iteration 34Q: 3 clusters Score -7216386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7216386.500000 Penalty: 5342.815430
	Iteration 35Q: 3 clusters Score -7216386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7216404.000000 Penalty: 5342.815430
	Iteration 36Q: 3 clusters Score -7216404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7216399.500000 Penalty: 5342.815430
	Iteration 37Q: 3 clusters Score -7216400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7216402.500000 Penalty: 5342.815430
	Iteration 38Q: 3 clusters Score -7216402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7216415.500000 Penalty: 5342.815430
	Iteration 39Q: 3 clusters Score -7216416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7216429.000000 Penalty: 5342.815430
	Iteration 40F: 3 clusters Score -7216429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7216433.000000 Penalty: 5342.815430
	Iteration 41Q: 3 clusters Score -7216433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7216445.000000 Penalty: 5342.815430
	Iteration 42Q: 3 clusters Score -7216445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7216453.000000 Penalty: 5342.815430
	Iteration 43Q: 3 clusters Score -7216453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7216453.000000 Penalty: 5342.815430
	Iteration 44Q: 3 clusters Score -7216453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7216448.500000 Penalty: 5342.815430
	Iteration 45Q: 3 clusters Score -7216448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7216459.500000 Penalty: 5342.815430
	Iteration 46Q: 3 clusters Score -7216460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7216456.000000 Penalty: 5342.815430
	Iteration 47Q: 3 clusters Score -7216456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7216460.500000 Penalty: 5342.815430
	Iteration 48Q: 3 clusters Score -7216460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7216467.000000 Penalty: 5342.815430
	Iteration 49Q: 3 clusters Score -7216467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7216467.000000 Penalty: 5342.815430
	Iteration 50F: 3 clusters Score -7216467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Entering Unmasked Estep 
Score: -2673925.500000 Penalty: 2421.485352
	Iteration 0F: 2 clusters Score -2673926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2661442.250000 Penalty: 4842.970703
	Iteration 0F: 3 clusters Score -2661442 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2665400.000000 Penalty: 4842.970703
	Iteration 1F: 3 clusters Score -2665400 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2665740.000000 Penalty: 4842.970703
	Iteration 2F: 3 clusters Score -2665740 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2665999.500000 Penalty: 4842.970703
	Iteration 3Q: 3 clusters Score -2666000 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2666192.500000 Penalty: 4842.970703
	Iteration 4Q: 3 clusters Score -2666192 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2666363.750000 Penalty: 4842.970703
	Iteration 5Q: 3 clusters Score -2666364 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2666501.750000 Penalty: 4842.970703
	Iteration 6Q: 3 clusters Score -2666502 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2666666.750000 Penalty: 4842.970703
	Iteration 7Q: 3 clusters Score -2666667 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2666873.250000 Penalty: 4842.970703
	Iteration 8Q: 3 clusters Score -2666873 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2667125.750000 Penalty: 4842.970703
	Iteration 9Q: 3 clusters Score -2667126 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2667423.250000 Penalty: 4842.970703
	Iteration 10Q: 3 clusters Score -2667423 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2667833.250000 Penalty: 4842.970703
	Iteration 11Q: 3 clusters Score -2667833 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2668418.250000 Penalty: 4842.970703
	Iteration 12F: 3 clusters Score -2668418 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2669151.500000 Penalty: 4842.970703
	Iteration 13F: 3 clusters Score -2669152 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2669824.000000 Penalty: 4842.970703
	Iteration 14F: 3 clusters Score -2669824 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2670410.250000 Penalty: 4842.970703
	Iteration 15Q: 3 clusters Score -2670410 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2670918.750000 Penalty: 4842.970703
	Iteration 16Q: 3 clusters Score -2670919 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2671251.250000 Penalty: 4842.970703
	Iteration 17Q: 3 clusters Score -2671251 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2671467.250000 Penalty: 4842.970703
	Iteration 18Q: 3 clusters Score -2671467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2671598.750000 Penalty: 4842.970703
	Iteration 19Q: 3 clusters Score -2671599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2671666.500000 Penalty: 4842.970703
	Iteration 20F: 3 clusters Score -2671666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2671699.000000 Penalty: 4842.970703
	Iteration 21Q: 3 clusters Score -2671699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2671736.000000 Penalty: 4842.970703
	Iteration 22Q: 3 clusters Score -2671736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2671754.000000 Penalty: 4842.970703
	Iteration 23Q: 3 clusters Score -2671754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2671764.750000 Penalty: 4842.970703
	Iteration 24Q: 3 clusters Score -2671765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2671778.000000 Penalty: 4842.970703
	Iteration 25Q: 3 clusters Score -2671778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2671787.250000 Penalty: 4842.970703
	Iteration 26Q: 3 clusters Score -2671787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2671792.750000 Penalty: 4842.970703
	Iteration 27Q: 3 clusters Score -2671793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2671794.250000 Penalty: 4842.970703
	Iteration 28Q: 3 clusters Score -2671794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2671798.500000 Penalty: 4842.970703
	Iteration 29Q: 3 clusters Score -2671798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2671804.250000 Penalty: 4842.970703
	Iteration 30Q: 3 clusters Score -2671804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2671809.750000 Penalty: 4842.970703
	Iteration 31Q: 3 clusters Score -2671810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2671813.750000 Penalty: 4842.970703
	Iteration 32Q: 3 clusters Score -2671814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2671813.750000 Penalty: 4842.970703
	Iteration 33F: 3 clusters Score -2671814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Entering Unmasked Estep 
Score: -1671448.750000 Penalty: 2309.844482
	Iteration 0F: 2 clusters Score -1671449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1662963.000000 Penalty: 4619.688965
	Iteration 0F: 3 clusters Score -1662963 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1665577.500000 Penalty: 4619.688965
	Iteration 1F: 3 clusters Score -1665578 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1665949.250000 Penalty: 4619.688965
	Iteration 2F: 3 clusters Score -1665949 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1666298.125000 Penalty: 4619.688965
	Iteration 3F: 3 clusters Score -1666298 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1666719.750000 Penalty: 4619.688965
	Iteration 4F: 3 clusters Score -1666720 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1667200.000000 Penalty: 4619.688965
	Iteration 5F: 3 clusters Score -1667200 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1667734.375000 Penalty: 4619.688965
	Iteration 6F: 3 clusters Score -1667734 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1668332.250000 Penalty: 4619.688965
	Iteration 7F: 3 clusters Score -1668332 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1668846.125000 Penalty: 4619.688965
	Iteration 8F: 3 clusters Score -1668846 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1669210.750000 Penalty: 4619.688965
	Iteration 9Q: 3 clusters Score -1669211 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1669435.500000 Penalty: 4619.688965
	Iteration 10Q: 3 clusters Score -1669436 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1669566.250000 Penalty: 4619.688965
	Iteration 11Q: 3 clusters Score -1669566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1669650.000000 Penalty: 4619.688965
	Iteration 12Q: 3 clusters Score -1669650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1669698.250000 Penalty: 4619.688965
	Iteration 13Q: 3 clusters Score -1669698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1669737.000000 Penalty: 4619.688965
	Iteration 14Q: 3 clusters Score -1669737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1669753.500000 Penalty: 4619.688965
	Iteration 15Q: 3 clusters Score -1669754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1669764.625000 Penalty: 4619.688965
	Iteration 16Q: 3 clusters Score -1669765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1669773.125000 Penalty: 4619.688965
	Iteration 17Q: 3 clusters Score -1669773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1669778.000000 Penalty: 4619.688965
	Iteration 18Q: 3 clusters Score -1669778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1669788.000000 Penalty: 4619.688965
	Iteration 19Q: 3 clusters Score -1669788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1669789.875000 Penalty: 4619.688965
	Iteration 20F: 3 clusters Score -1669790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1669796.375000 Penalty: 4619.688965
	Iteration 21Q: 3 clusters Score -1669796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1669810.125000 Penalty: 4619.688965
	Iteration 22Q: 3 clusters Score -1669810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1669818.125000 Penalty: 4619.688965
	Iteration 23Q: 3 clusters Score -1669818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1669826.375000 Penalty: 4619.688965
	Iteration 24Q: 3 clusters Score -1669826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1669832.625000 Penalty: 4619.688965
	Iteration 25Q: 3 clusters Score -1669833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1669832.875000 Penalty: 4619.688965
	Iteration 26Q: 3 clusters Score -1669833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1669838.750000 Penalty: 4619.688965
	Iteration 27Q: 3 clusters Score -1669839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1669843.500000 Penalty: 4619.688965
	Iteration 28Q: 3 clusters Score -1669844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1669846.000000 Penalty: 4619.688965
	Iteration 29Q: 3 clusters Score -1669846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1669843.625000 Penalty: 4619.688965
	Iteration 30Q: 3 clusters Score -1669844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1669843.375000 Penalty: 4619.688965
	Iteration 31Q: 3 clusters Score -1669843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1669842.250000 Penalty: 4619.688965
	Iteration 32Q: 3 clusters Score -1669842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1669843.750000 Penalty: 4619.688965
	Iteration 33Q: 3 clusters Score -1669844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1669847.875000 Penalty: 4619.688965
	Iteration 34Q: 3 clusters Score -1669848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1669849.125000 Penalty: 4619.688965
	Iteration 35Q: 3 clusters Score -1669849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1669850.125000 Penalty: 4619.688965
	Iteration 36Q: 3 clusters Score -1669850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1669850.125000 Penalty: 4619.688965
	Iteration 37F: 3 clusters Score -1669850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -268844.250000 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -268844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -266239.218750 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -266239.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266887.406250 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -266887.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267123.562500 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -267123.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -267258.000000 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -267258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267363.656250 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -267363.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -267441.812500 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -267441.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -267505.125000 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -267505.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -267595.875000 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -267595.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -267735.281250 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -267735.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -267875.406250 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -267875.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -268002.375000 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -268002.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -268141.343750 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -268141.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -268202.906250 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -268202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -268232.656250 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -268232.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -268251.156250 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -268251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -268264.281250 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -268264.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -268271.093750 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -268271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -268272.968750 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -268273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -268275.406250 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -268275.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -268292.406250 Penalty: 3792.591553
	Iteration 19F: 3 clusters Score -268292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -268297.687500 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -268297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -268300.593750 Penalty: 3792.591553
	Iteration 21Q: 3 clusters Score -268300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -268300.781250 Penalty: 3792.591553
	Iteration 22Q: 3 clusters Score -268300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -268302.656250 Penalty: 3792.591553
	Iteration 23Q: 3 clusters Score -268302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -268303.500000 Penalty: 3792.591553
	Iteration 24Q: 3 clusters Score -268303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -268304.593750 Penalty: 3792.591553
	Iteration 25Q: 3 clusters Score -268304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -268306.125000 Penalty: 3792.591553
	Iteration 26Q: 3 clusters Score -268306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -268307.843750 Penalty: 3792.591553
	Iteration 27Q: 3 clusters Score -268307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -268308.156250 Penalty: 3792.591553
	Iteration 28Q: 3 clusters Score -268308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -268309.906250 Penalty: 3792.591553
	Iteration 29Q: 3 clusters Score -268309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -268311.750000 Penalty: 3792.591553
	Iteration 30Q: 3 clusters Score -268311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -268314.500000 Penalty: 3792.591553
	Iteration 31Q: 3 clusters Score -268314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -268318.875000 Penalty: 3792.591553
	Iteration 32Q: 3 clusters Score -268318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -268320.531250 Penalty: 3792.591553
	Iteration 33Q: 3 clusters Score -268320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -268323.843750 Penalty: 3792.591553
	Iteration 34Q: 3 clusters Score -268323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -268325.250000 Penalty: 3792.591553
	Iteration 35Q: 3 clusters Score -268325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -268325.437500 Penalty: 3792.591553
	Iteration 36Q: 3 clusters Score -268325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -268325.437500 Penalty: 3792.591553
	Iteration 37F: 3 clusters Score -268325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Entering Unmasked Estep 
Score: -488473.500000 Penalty: 2004.512329
	Iteration 0F: 2 clusters Score -488473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -485086.125000 Penalty: 4009.024658
	Iteration 0F: 3 clusters Score -485086.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -485801.625000 Penalty: 4009.024658
	Iteration 1F: 3 clusters Score -485801.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -485999.406250 Penalty: 4009.024658
	Iteration 2F: 3 clusters Score -485999.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -486115.937500 Penalty: 4009.024658
	Iteration 3F: 3 clusters Score -486115.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -486207.937500 Penalty: 4009.024658
	Iteration 4Q: 3 clusters Score -486207.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -486295.968750 Penalty: 4009.024658
	Iteration 5Q: 3 clusters Score -486296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -486364.343750 Penalty: 4009.024658
	Iteration 6Q: 3 clusters Score -486364.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -486413.812500 Penalty: 4009.024658
	Iteration 7Q: 3 clusters Score -486413.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -486452.656250 Penalty: 4009.024658
	Iteration 8Q: 3 clusters Score -486452.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -486485.875000 Penalty: 4009.024658
	Iteration 9Q: 3 clusters Score -486485.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -486516.968750 Penalty: 4009.024658
	Iteration 10Q: 3 clusters Score -486517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -486541.062500 Penalty: 4009.024658
	Iteration 11Q: 3 clusters Score -486541.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -486558.218750 Penalty: 4009.024658
	Iteration 12Q: 3 clusters Score -486558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -486572.968750 Penalty: 4009.024658
	Iteration 13Q: 3 clusters Score -486573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -486593.000000 Penalty: 4009.024658
	Iteration 14Q: 3 clusters Score -486593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -486618.437500 Penalty: 4009.024658
	Iteration 15Q: 3 clusters Score -486618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -486640.156250 Penalty: 4009.024658
	Iteration 16Q: 3 clusters Score -486640.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -486658.343750 Penalty: 4009.024658
	Iteration 17Q: 3 clusters Score -486658.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -486677.937500 Penalty: 4009.024658
	Iteration 18Q: 3 clusters Score -486677.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -486702.750000 Penalty: 4009.024658
	Iteration 19Q: 3 clusters Score -486702.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -486716.843750 Penalty: 4009.024658
	Iteration 20F: 3 clusters Score -486716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -486726.156250 Penalty: 4009.024658
	Iteration 21Q: 3 clusters Score -486726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -486733.812500 Penalty: 4009.024658
	Iteration 22Q: 3 clusters Score -486733.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -486747.062500 Penalty: 4009.024658
	Iteration 23Q: 3 clusters Score -486747.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -486760.031250 Penalty: 4009.024658
	Iteration 24Q: 3 clusters Score -486760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -486766.500000 Penalty: 4009.024658
	Iteration 25Q: 3 clusters Score -486766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -486772.812500 Penalty: 4009.024658
	Iteration 26Q: 3 clusters Score -486772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -486776.187500 Penalty: 4009.024658
	Iteration 27Q: 3 clusters Score -486776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -486782.625000 Penalty: 4009.024658
	Iteration 28Q: 3 clusters Score -486782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -486786.250000 Penalty: 4009.024658
	Iteration 29Q: 3 clusters Score -486786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -486789.062500 Penalty: 4009.024658
	Iteration 30Q: 3 clusters Score -486789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -486791.656250 Penalty: 4009.024658
	Iteration 31Q: 3 clusters Score -486791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -486796.656250 Penalty: 4009.024658
	Iteration 32Q: 3 clusters Score -486796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -486798.500000 Penalty: 4009.024658
	Iteration 33Q: 3 clusters Score -486798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -486800.968750 Penalty: 4009.024658
	Iteration 34Q: 3 clusters Score -486801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -486803.500000 Penalty: 4009.024658
	Iteration 35Q: 3 clusters Score -486803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -486807.156250 Penalty: 4009.024658
	Iteration 36Q: 3 clusters Score -486807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -486809.375000 Penalty: 4009.024658
	Iteration 37Q: 3 clusters Score -486809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -486809.593750 Penalty: 4009.024658
	Iteration 38Q: 3 clusters Score -486809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486811.031250 Penalty: 4009.024658
	Iteration 39Q: 3 clusters Score -486811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486811.031250 Penalty: 4009.024658
	Iteration 40F: 3 clusters Score -486811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -102821.679688 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -102821.7 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 481 members 
Entering Unmasked Estep 
Score: -101103.906250 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -101103.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101768.101562 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -101768.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102395.562500 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -102395.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102576.882812 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -102576.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102646.054688 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -102646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102696.289062 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -102696.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102737.554688 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -102737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102784.890625 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -102784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102828.226562 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -102828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102908.679688 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -102908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103005.718750 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -103005.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103076.554688 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -103076.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103121.695312 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -103121.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103148.765625 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -103148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103158.859375 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -103158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103164.726562 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -103164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103175.101562 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -103175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103192.007812 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -103192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103209.296875 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -103209.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103225.820312 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -103225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103230.359375 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -103230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103231.125000 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -103231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103231.125000 Penalty: 3382.728027
	Iteration 22F: 3 clusters Score -103231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 113986 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 543 members 
Entering Unmasked Estep 
Score: -104145896.000000 Penalty: 130140.156250
Splitting cluster 30 changes total score from -104117616.000000 to -104145896.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (13956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Entering Unmasked Estep 
Score: -2120672.750000 Penalty: 2366.828857
	Iteration 0F: 2 clusters Score -2120673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2110526.250000 Penalty: 4733.657715
	Iteration 0F: 3 clusters Score -2110526 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2113658.000000 Penalty: 4733.657715
	Iteration 1F: 3 clusters Score -2113658 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2113991.000000 Penalty: 4733.657715
	Iteration 2F: 3 clusters Score -2113991 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2114247.250000 Penalty: 4733.657715
	Iteration 3Q: 3 clusters Score -2114247 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2114451.250000 Penalty: 4733.657715
	Iteration 4Q: 3 clusters Score -2114451 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2114613.500000 Penalty: 4733.657715
	Iteration 5Q: 3 clusters Score -2114614 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2114776.500000 Penalty: 4733.657715
	Iteration 6Q: 3 clusters Score -2114776 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2114934.500000 Penalty: 4733.657715
	Iteration 7Q: 3 clusters Score -2114934 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2115121.500000 Penalty: 4733.657715
	Iteration 8Q: 3 clusters Score -2115122 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2115324.000000 Penalty: 4733.657715
	Iteration 9Q: 3 clusters Score -2115324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2115579.500000 Penalty: 4733.657715
	Iteration 10Q: 3 clusters Score -2115580 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2115862.000000 Penalty: 4733.657715
	Iteration 11Q: 3 clusters Score -2115862 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2116226.500000 Penalty: 4733.657715
	Iteration 12Q: 3 clusters Score -2116226 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2116650.250000 Penalty: 4733.657715
	Iteration 13Q: 3 clusters Score -2116650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2117088.750000 Penalty: 4733.657715
	Iteration 14Q: 3 clusters Score -2117089 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2117477.750000 Penalty: 4733.657715
	Iteration 15Q: 3 clusters Score -2117478 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2117795.250000 Penalty: 4733.657715
	Iteration 16Q: 3 clusters Score -2117795 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2118058.500000 Penalty: 4733.657715
	Iteration 17Q: 3 clusters Score -2118058 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2118244.000000 Penalty: 4733.657715
	Iteration 18Q: 3 clusters Score -2118244 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2118392.750000 Penalty: 4733.657715
	Iteration 19Q: 3 clusters Score -2118393 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2118477.750000 Penalty: 4733.657715
	Iteration 20F: 3 clusters Score -2118478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2118528.750000 Penalty: 4733.657715
	Iteration 21Q: 3 clusters Score -2118529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2118575.500000 Penalty: 4733.657715
	Iteration 22Q: 3 clusters Score -2118576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2118602.750000 Penalty: 4733.657715
	Iteration 23Q: 3 clusters Score -2118603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2118628.250000 Penalty: 4733.657715
	Iteration 24Q: 3 clusters Score -2118628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2118640.750000 Penalty: 4733.657715
	Iteration 25Q: 3 clusters Score -2118641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2118651.500000 Penalty: 4733.657715
	Iteration 26Q: 3 clusters Score -2118652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2118652.750000 Penalty: 4733.657715
	Iteration 27Q: 3 clusters Score -2118653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2118652.750000 Penalty: 4733.657715
	Iteration 28Q: 3 clusters Score -2118653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2118650.500000 Penalty: 4733.657715
	Iteration 29Q: 3 clusters Score -2118650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2118658.250000 Penalty: 4733.657715
	Iteration 30Q: 3 clusters Score -2118658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2118660.750000 Penalty: 4733.657715
	Iteration 31Q: 3 clusters Score -2118661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2118666.000000 Penalty: 4733.657715
	Iteration 32Q: 3 clusters Score -2118666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2118664.250000 Penalty: 4733.657715
	Iteration 33Q: 3 clusters Score -2118664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2118664.250000 Penalty: 4733.657715
	Iteration 34F: 3 clusters Score -2118664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Entering Unmasked Estep 
Score: -22936628.000000 Penalty: 2954.393066
	Iteration 0F: 2 clusters Score -2.293663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -22863446.000000 Penalty: 5908.786133
	Iteration 0F: 3 clusters Score -2.286345e+07 nChanged 71253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -22905018.000000 Penalty: 5908.786133
	Iteration 1F: 3 clusters Score -2.290502e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -22906388.000000 Penalty: 5908.786133
	Iteration 2Q: 3 clusters Score -2.290639e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -22908082.000000 Penalty: 5908.786133
	Iteration 3Q: 3 clusters Score -2.290808e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -22910470.000000 Penalty: 5908.786133
	Iteration 4Q: 3 clusters Score -2.291047e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -22913446.000000 Penalty: 5908.786133
	Iteration 5Q: 3 clusters Score -2.291345e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -22917082.000000 Penalty: 5908.786133
	Iteration 6F: 3 clusters Score -2.291708e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -22921204.000000 Penalty: 5908.786133
	Iteration 7F: 3 clusters Score -2.29212e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -22925590.000000 Penalty: 5908.786133
	Iteration 8F: 3 clusters Score -2.292559e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -22930004.000000 Penalty: 5908.786133
	Iteration 9F: 3 clusters Score -2.293e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -22933598.000000 Penalty: 5908.786133
	Iteration 10Q: 3 clusters Score -2.29336e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -22936120.000000 Penalty: 5908.786133
	Iteration 11Q: 3 clusters Score -2.293612e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -22937402.000000 Penalty: 5908.786133
	Iteration 12Q: 3 clusters Score -2.29374e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -22938074.000000 Penalty: 5908.786133
	Iteration 13Q: 3 clusters Score -2.293807e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -22938422.000000 Penalty: 5908.786133
	Iteration 14Q: 3 clusters Score -2.293842e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -22938622.000000 Penalty: 5908.786133
	Iteration 15Q: 3 clusters Score -2.293862e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -22938766.000000 Penalty: 5908.786133
	Iteration 16Q: 3 clusters Score -2.293877e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -22938802.000000 Penalty: 5908.786133
	Iteration 17Q: 3 clusters Score -2.29388e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -22938994.000000 Penalty: 5908.786133
	Iteration 18Q: 3 clusters Score -2.293899e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -22939014.000000 Penalty: 5908.786133
	Iteration 19Q: 3 clusters Score -2.293901e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 89066 members 
Entering Unmasked Estep 
Score: -22939168.000000 Penalty: 5908.786133
	Iteration 20F: 3 clusters Score -2.293917e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -22939360.000000 Penalty: 5908.786133
	Iteration 21Q: 3 clusters Score -2.293936e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -22939458.000000 Penalty: 5908.786133
	Iteration 22Q: 3 clusters Score -2.293946e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -22939604.000000 Penalty: 5908.786133
	Iteration 23Q: 3 clusters Score -2.29396e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -22939672.000000 Penalty: 5908.786133
	Iteration 24Q: 3 clusters Score -2.293967e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -22939780.000000 Penalty: 5908.786133
	Iteration 25Q: 3 clusters Score -2.293978e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -22939880.000000 Penalty: 5908.786133
	Iteration 26Q: 3 clusters Score -2.293988e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -22939936.000000 Penalty: 5908.786133
	Iteration 27Q: 3 clusters Score -2.293994e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -22939956.000000 Penalty: 5908.786133
	Iteration 28Q: 3 clusters Score -2.293996e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -22940150.000000 Penalty: 5908.786133
	Iteration 29Q: 3 clusters Score -2.294015e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -22940240.000000 Penalty: 5908.786133
	Iteration 30Q: 3 clusters Score -2.294024e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -22940276.000000 Penalty: 5908.786133
	Iteration 31Q: 3 clusters Score -2.294028e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 102378 members 
Entering Unmasked Estep 
Score: -22940186.000000 Penalty: 5908.786133
	Iteration 32Q: 3 clusters Score -2.294019e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -22940034.000000 Penalty: 5908.786133
	Iteration 33Q: 3 clusters Score -2.294003e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -22939920.000000 Penalty: 5908.786133
	Iteration 34Q: 3 clusters Score -2.293992e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -22939802.000000 Penalty: 5908.786133
	Iteration 35Q: 3 clusters Score -2.29398e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -22939616.000000 Penalty: 5908.786133
	Iteration 36Q: 3 clusters Score -2.293962e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -22939364.000000 Penalty: 5908.786133
	Iteration 37Q: 3 clusters Score -2.293936e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 112088 members 
Entering Unmasked Estep 
Score: -22939240.000000 Penalty: 5908.786133
	Iteration 38Q: 3 clusters Score -2.293924e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 113373 members 
Entering Unmasked Estep 
Score: -22938994.000000 Penalty: 5908.786133
	Iteration 39Q: 3 clusters Score -2.293899e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -22938894.000000 Penalty: 5908.786133
	Iteration 40F: 3 clusters Score -2.293889e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 115541 members 
Entering Unmasked Estep 
Score: -22938774.000000 Penalty: 5908.786133
	Iteration 41Q: 3 clusters Score -2.293877e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -22938638.000000 Penalty: 5908.786133
	Iteration 42Q: 3 clusters Score -2.293864e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -22938388.000000 Penalty: 5908.786133
	Iteration 43Q: 3 clusters Score -2.293839e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -22938222.000000 Penalty: 5908.786133
	Iteration 44Q: 3 clusters Score -2.293822e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 118638 members 
Entering Unmasked Estep 
Score: -22938188.000000 Penalty: 5908.786133
	Iteration 45Q: 3 clusters Score -2.293819e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -22937988.000000 Penalty: 5908.786133
	Iteration 46Q: 3 clusters Score -2.293799e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -22937848.000000 Penalty: 5908.786133
	Iteration 47Q: 3 clusters Score -2.293785e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -22937748.000000 Penalty: 5908.786133
	Iteration 48Q: 3 clusters Score -2.293775e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 120327 members 
Entering Unmasked Estep 
Score: -22937542.000000 Penalty: 5908.786133
	Iteration 49Q: 3 clusters Score -2.293754e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 120502 members 
Entering Unmasked Estep 
Score: -22937518.000000 Penalty: 5908.786133
	Iteration 50Q: 3 clusters Score -2.293752e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -22937418.000000 Penalty: 5908.786133
	Iteration 51Q: 3 clusters Score -2.293742e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 120621 members 
Entering Unmasked Estep 
Score: -22937340.000000 Penalty: 5908.786133
	Iteration 52Q: 3 clusters Score -2.293734e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -22937266.000000 Penalty: 5908.786133
	Iteration 53Q: 3 clusters Score -2.293727e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -22937204.000000 Penalty: 5908.786133
	Iteration 54Q: 3 clusters Score -2.29372e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 120318 members 
Entering Unmasked Estep 
Score: -22937156.000000 Penalty: 5908.786133
	Iteration 55Q: 3 clusters Score -2.293716e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -22937134.000000 Penalty: 5908.786133
	Iteration 56Q: 3 clusters Score -2.293713e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -22937146.000000 Penalty: 5908.786133
	Iteration 57Q: 3 clusters Score -2.293715e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -22937086.000000 Penalty: 5908.786133
	Iteration 58Q: 3 clusters Score -2.293709e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -22937076.000000 Penalty: 5908.786133
	Iteration 59Q: 3 clusters Score -2.293708e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -22937114.000000 Penalty: 5908.786133
	Iteration 60F: 3 clusters Score -2.293711e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 117920 members 
Entering Unmasked Estep 
Score: -22937202.000000 Penalty: 5908.786133
	Iteration 61Q: 3 clusters Score -2.29372e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -22937372.000000 Penalty: 5908.786133
	Iteration 62Q: 3 clusters Score -2.293737e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -22937450.000000 Penalty: 5908.786133
	Iteration 63Q: 3 clusters Score -2.293745e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 115653 members 
Entering Unmasked Estep 
Score: -22937522.000000 Penalty: 5908.786133
	Iteration 64Q: 3 clusters Score -2.293752e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 114863 members 
Entering Unmasked Estep 
Score: -22937558.000000 Penalty: 5908.786133
	Iteration 65Q: 3 clusters Score -2.293756e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -22937642.000000 Penalty: 5908.786133
	Iteration 66Q: 3 clusters Score -2.293764e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -22937686.000000 Penalty: 5908.786133
	Iteration 67Q: 3 clusters Score -2.293769e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -22937836.000000 Penalty: 5908.786133
	Iteration 68Q: 3 clusters Score -2.293784e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -22937920.000000 Penalty: 5908.786133
	Iteration 69Q: 3 clusters Score -2.293792e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -22938018.000000 Penalty: 5908.786133
	Iteration 70Q: 3 clusters Score -2.293802e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -22938140.000000 Penalty: 5908.786133
	Iteration 71Q: 3 clusters Score -2.293814e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 109078 members 
Entering Unmasked Estep 
Score: -22938198.000000 Penalty: 5908.786133
	Iteration 72Q: 3 clusters Score -2.29382e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -22938368.000000 Penalty: 5908.786133
	Iteration 73Q: 3 clusters Score -2.293837e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -22938470.000000 Penalty: 5908.786133
	Iteration 74Q: 3 clusters Score -2.293847e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -22938712.000000 Penalty: 5908.786133
	Iteration 75Q: 3 clusters Score -2.293871e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -22938814.000000 Penalty: 5908.786133
	Iteration 76Q: 3 clusters Score -2.293881e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -22938920.000000 Penalty: 5908.786133
	Iteration 77Q: 3 clusters Score -2.293892e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -22938944.000000 Penalty: 5908.786133
	Iteration 78Q: 3 clusters Score -2.293894e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -22939072.000000 Penalty: 5908.786133
	Iteration 79Q: 3 clusters Score -2.293907e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -22939280.000000 Penalty: 5908.786133
	Iteration 80F: 3 clusters Score -2.293928e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -22939394.000000 Penalty: 5908.786133
	Iteration 81Q: 3 clusters Score -2.293939e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -22939600.000000 Penalty: 5908.786133
	Iteration 82Q: 3 clusters Score -2.29396e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -22939710.000000 Penalty: 5908.786133
	Iteration 83Q: 3 clusters Score -2.293971e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -22939962.000000 Penalty: 5908.786133
	Iteration 84Q: 3 clusters Score -2.293996e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -22940190.000000 Penalty: 5908.786133
	Iteration 85Q: 3 clusters Score -2.294019e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -22940456.000000 Penalty: 5908.786133
	Iteration 86Q: 3 clusters Score -2.294046e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -22940690.000000 Penalty: 5908.786133
	Iteration 87Q: 3 clusters Score -2.294069e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -22940916.000000 Penalty: 5908.786133
	Iteration 88Q: 3 clusters Score -2.294092e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -22941184.000000 Penalty: 5908.786133
	Iteration 89Q: 3 clusters Score -2.294118e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -22941458.000000 Penalty: 5908.786133
	Iteration 90Q: 3 clusters Score -2.294146e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -22941768.000000 Penalty: 5908.786133
	Iteration 91Q: 3 clusters Score -2.294177e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -22942064.000000 Penalty: 5908.786133
	Iteration 92Q: 3 clusters Score -2.294206e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -22942348.000000 Penalty: 5908.786133
	Iteration 93Q: 3 clusters Score -2.294235e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 95983 members 
Entering Unmasked Estep 
Score: -22942754.000000 Penalty: 5908.786133
	Iteration 94Q: 3 clusters Score -2.294275e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -22943280.000000 Penalty: 5908.786133
	Iteration 95Q: 3 clusters Score -2.294328e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 94510 members 
Entering Unmasked Estep 
Score: -22943930.000000 Penalty: 5908.786133
	Iteration 96Q: 3 clusters Score -2.294393e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -22944734.000000 Penalty: 5908.786133
	Iteration 97Q: 3 clusters Score -2.294473e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -22945458.000000 Penalty: 5908.786133
	Iteration 98Q: 3 clusters Score -2.294546e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -22946212.000000 Penalty: 5908.786133
	Iteration 99Q: 3 clusters Score -2.294621e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 91127 members 
Entering Unmasked Estep 
Score: -22947166.000000 Penalty: 5908.786133
	Iteration 100F: 3 clusters Score -2.294717e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -22948090.000000 Penalty: 5908.786133
	Iteration 101Q: 3 clusters Score -2.294809e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -22949084.000000 Penalty: 5908.786133
	Iteration 102Q: 3 clusters Score -2.294908e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -22949826.000000 Penalty: 5908.786133
	Iteration 103Q: 3 clusters Score -2.294983e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -22950468.000000 Penalty: 5908.786133
	Iteration 104Q: 3 clusters Score -2.295047e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -22950850.000000 Penalty: 5908.786133
	Iteration 105Q: 3 clusters Score -2.295085e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -22951250.000000 Penalty: 5908.786133
	Iteration 106Q: 3 clusters Score -2.295125e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -22951490.000000 Penalty: 5908.786133
	Iteration 107Q: 3 clusters Score -2.295149e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -22951650.000000 Penalty: 5908.786133
	Iteration 108Q: 3 clusters Score -2.295165e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -22951814.000000 Penalty: 5908.786133
	Iteration 109Q: 3 clusters Score -2.295181e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -22951876.000000 Penalty: 5908.786133
	Iteration 110Q: 3 clusters Score -2.295188e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -22952128.000000 Penalty: 5908.786133
	Iteration 111Q: 3 clusters Score -2.295213e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -22952206.000000 Penalty: 5908.786133
	Iteration 112Q: 3 clusters Score -2.295221e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72004 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -22952258.000000 Penalty: 5908.786133
	Iteration 113Q: 3 clusters Score -2.295226e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -22952380.000000 Penalty: 5908.786133
	Iteration 114Q: 3 clusters Score -2.295238e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -22952562.000000 Penalty: 5908.786133
	Iteration 115Q: 3 clusters Score -2.295256e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -22952668.000000 Penalty: 5908.786133
	Iteration 116Q: 3 clusters Score -2.295267e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -22952672.000000 Penalty: 5908.786133
	Iteration 117Q: 3 clusters Score -2.295267e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -22952766.000000 Penalty: 5908.786133
	Iteration 118Q: 3 clusters Score -2.295277e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -22952880.000000 Penalty: 5908.786133
	Iteration 119Q: 3 clusters Score -2.295288e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -22952980.000000 Penalty: 5908.786133
	Iteration 120F: 3 clusters Score -2.295298e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 70085 members 
Entering Unmasked Estep 
Score: -22952934.000000 Penalty: 5908.786133
	Iteration 121Q: 3 clusters Score -2.295293e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -22952978.000000 Penalty: 5908.786133
	Iteration 122Q: 3 clusters Score -2.295298e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -22953032.000000 Penalty: 5908.786133
	Iteration 123Q: 3 clusters Score -2.295303e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -22953030.000000 Penalty: 5908.786133
	Iteration 124Q: 3 clusters Score -2.295303e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -22953098.000000 Penalty: 5908.786133
	Iteration 125Q: 3 clusters Score -2.29531e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -22953118.000000 Penalty: 5908.786133
	Iteration 126Q: 3 clusters Score -2.295312e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -22953140.000000 Penalty: 5908.786133
	Iteration 127Q: 3 clusters Score -2.295314e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -22953132.000000 Penalty: 5908.786133
	Iteration 128Q: 3 clusters Score -2.295313e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -22953188.000000 Penalty: 5908.786133
	Iteration 129Q: 3 clusters Score -2.295319e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -22953214.000000 Penalty: 5908.786133
	Iteration 130Q: 3 clusters Score -2.295321e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 63552 members 
Entering Unmasked Estep 
Score: -22953240.000000 Penalty: 5908.786133
	Iteration 131Q: 3 clusters Score -2.295324e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -22953328.000000 Penalty: 5908.786133
	Iteration 132Q: 3 clusters Score -2.295333e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -22953362.000000 Penalty: 5908.786133
	Iteration 133Q: 3 clusters Score -2.295336e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -22953460.000000 Penalty: 5908.786133
	Iteration 134Q: 3 clusters Score -2.295346e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -22953490.000000 Penalty: 5908.786133
	Iteration 135Q: 3 clusters Score -2.295349e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88370 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -22953508.000000 Penalty: 5908.786133
	Iteration 136Q: 3 clusters Score -2.295351e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -22953572.000000 Penalty: 5908.786133
	Iteration 137Q: 3 clusters Score -2.295357e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -22953526.000000 Penalty: 5908.786133
	Iteration 138Q: 3 clusters Score -2.295353e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -22953530.000000 Penalty: 5908.786133
	Iteration 139Q: 3 clusters Score -2.295353e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -22953528.000000 Penalty: 5908.786133
	Iteration 140F: 3 clusters Score -2.295353e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -22953542.000000 Penalty: 5908.786133
	Iteration 141Q: 3 clusters Score -2.295354e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -22953594.000000 Penalty: 5908.786133
	Iteration 142Q: 3 clusters Score -2.295359e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -22953620.000000 Penalty: 5908.786133
	Iteration 143Q: 3 clusters Score -2.295362e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -22953630.000000 Penalty: 5908.786133
	Iteration 144Q: 3 clusters Score -2.295363e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -22953656.000000 Penalty: 5908.786133
	Iteration 145Q: 3 clusters Score -2.295366e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -22953682.000000 Penalty: 5908.786133
	Iteration 146Q: 3 clusters Score -2.295368e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -22953790.000000 Penalty: 5908.786133
	Iteration 147Q: 3 clusters Score -2.295379e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -22953868.000000 Penalty: 5908.786133
	Iteration 148Q: 3 clusters Score -2.295387e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -22953886.000000 Penalty: 5908.786133
	Iteration 149Q: 3 clusters Score -2.295389e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -22953854.000000 Penalty: 5908.786133
	Iteration 150Q: 3 clusters Score -2.295385e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -22953814.000000 Penalty: 5908.786133
	Iteration 151Q: 3 clusters Score -2.295381e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -22953686.000000 Penalty: 5908.786133
	Iteration 152Q: 3 clusters Score -2.295369e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -22953424.000000 Penalty: 5908.786133
	Iteration 153Q: 3 clusters Score -2.295342e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101256 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -22953048.000000 Penalty: 5908.786133
	Iteration 154Q: 3 clusters Score -2.295305e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -22952690.000000 Penalty: 5908.786133
	Iteration 155Q: 3 clusters Score -2.295269e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -22952244.000000 Penalty: 5908.786133
	Iteration 156Q: 3 clusters Score -2.295224e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -22951522.000000 Penalty: 5908.786133
	Iteration 157Q: 3 clusters Score -2.295152e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -22950716.000000 Penalty: 5908.786133
	Iteration 158Q: 3 clusters Score -2.295072e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -22949724.000000 Penalty: 5908.786133
	Iteration 159Q: 3 clusters Score -2.294972e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115953 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -22948792.000000 Penalty: 5908.786133
	Iteration 160F: 3 clusters Score -2.294879e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -22947724.000000 Penalty: 5908.786133
	Iteration 161Q: 3 clusters Score -2.294772e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -22946286.000000 Penalty: 5908.786133
	Iteration 162Q: 3 clusters Score -2.294629e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123913 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -22945038.000000 Penalty: 5908.786133
	Iteration 163Q: 3 clusters Score -2.294504e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126583 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -22943690.000000 Penalty: 5908.786133
	Iteration 164Q: 3 clusters Score -2.294369e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129163 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -22942604.000000 Penalty: 5908.786133
	Iteration 165Q: 3 clusters Score -2.29426e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -22941474.000000 Penalty: 5908.786133
	Iteration 166Q: 3 clusters Score -2.294147e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -22940336.000000 Penalty: 5908.786133
	Iteration 167Q: 3 clusters Score -2.294034e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -22939252.000000 Penalty: 5908.786133
	Iteration 168Q: 3 clusters Score -2.293925e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -22938108.000000 Penalty: 5908.786133
	Iteration 169Q: 3 clusters Score -2.293811e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -22937198.000000 Penalty: 5908.786133
	Iteration 170Q: 3 clusters Score -2.29372e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -22936484.000000 Penalty: 5908.786133
	Iteration 171Q: 3 clusters Score -2.293648e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -22935924.000000 Penalty: 5908.786133
	Iteration 172Q: 3 clusters Score -2.293592e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144415 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -22935452.000000 Penalty: 5908.786133
	Iteration 173Q: 3 clusters Score -2.293545e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -22935228.000000 Penalty: 5908.786133
	Iteration 174Q: 3 clusters Score -2.293523e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22935060.000000 Penalty: 5908.786133
	Iteration 175Q: 3 clusters Score -2.293506e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22934918.000000 Penalty: 5908.786133
	Iteration 176Q: 3 clusters Score -2.293492e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22934836.000000 Penalty: 5908.786133
	Iteration 177Q: 3 clusters Score -2.293484e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -22934764.000000 Penalty: 5908.786133
	Iteration 178Q: 3 clusters Score -2.293476e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22934684.000000 Penalty: 5908.786133
	Iteration 179Q: 3 clusters Score -2.293468e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22934640.000000 Penalty: 5908.786133
	Iteration 180F: 3 clusters Score -2.293464e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148020 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22934636.000000 Penalty: 5908.786133
	Iteration 181Q: 3 clusters Score -2.293464e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148115 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -22934650.000000 Penalty: 5908.786133
	Iteration 182Q: 3 clusters Score -2.293465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148181 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22934640.000000 Penalty: 5908.786133
	Iteration 183Q: 3 clusters Score -2.293464e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22934654.000000 Penalty: 5908.786133
	Iteration 184Q: 3 clusters Score -2.293465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -22934634.000000 Penalty: 5908.786133
	Iteration 185Q: 3 clusters Score -2.293463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148301 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -22934640.000000 Penalty: 5908.786133
	Iteration 186Q: 3 clusters Score -2.293464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22934620.000000 Penalty: 5908.786133
	Iteration 187Q: 3 clusters Score -2.293462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148339 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -22934638.000000 Penalty: 5908.786133
	Iteration 188Q: 3 clusters Score -2.293464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22934638.000000 Penalty: 5908.786133
	Iteration 189Q: 3 clusters Score -2.293464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22934608.000000 Penalty: 5908.786133
	Iteration 190Q: 3 clusters Score -2.293461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22934616.000000 Penalty: 5908.786133
	Iteration 191Q: 3 clusters Score -2.293462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22934604.000000 Penalty: 5908.786133
	Iteration 192Q: 3 clusters Score -2.29346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22934620.000000 Penalty: 5908.786133
	Iteration 193Q: 3 clusters Score -2.293462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22934620.000000 Penalty: 5908.786133
	Iteration 194Q: 3 clusters Score -2.293462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22934630.000000 Penalty: 5908.786133
	Iteration 195Q: 3 clusters Score -2.293463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22934626.000000 Penalty: 5908.786133
	Iteration 196Q: 3 clusters Score -2.293463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22934626.000000 Penalty: 5908.786133
	Iteration 197F: 3 clusters Score -2.293463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -327860.781250 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -327860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -325027.593750 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -325027.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -325596.843750 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -325596.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325889.937500 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -325889.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -326210.968750 Penalty: 3836.775146
	Iteration 3F: 3 clusters Score -326211 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -326531.906250 Penalty: 3836.775146
	Iteration 4F: 3 clusters Score -326531.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -326797.968750 Penalty: 3836.775146
	Iteration 5F: 3 clusters Score -326798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -327012.906250 Penalty: 3836.775146
	Iteration 6F: 3 clusters Score -327012.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -327178.968750 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -327179 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -327303.500000 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -327303.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -327411.531250 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -327411.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -327485.937500 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -327485.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -327564.843750 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -327564.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -327656.656250 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -327656.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -327733.375000 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -327733.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -327825.343750 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -327825.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -327905.093750 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -327905.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -327961.812500 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -327961.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328009.781250 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -328009.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -328045.781250 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -328045.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -328077.375000 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -328077.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -328111.218750 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -328111.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -328145.000000 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -328145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -328167.593750 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -328167.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -328181.906250 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -328181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -328188.500000 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -328188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -328194.218750 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -328194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328199.656250 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -328199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -328205.187500 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -328205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -328209.250000 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -328209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -328213.000000 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -328213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -328214.500000 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -328214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -328215.125000 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -328215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -328215.125000 Penalty: 3836.775146
	Iteration 32F: 3 clusters Score -328215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 1091 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 410 members 
Mstep: Class 37 contains 113986 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 543 members 
Mstep: Class 40 contains 1197 members 
Entering Unmasked Estep 
Score: -104144736.000000 Penalty: 133477.078125
Splitting cluster 33 changes total score from -104117616.000000 to -104144736.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -104664.898438 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -104664.9 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 396 members 
Entering Unmasked Estep 
Score: -102913.914062 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -102913.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103296.015625 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -103296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103475.718750 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -103475.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103643.210938 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -103643.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103879.421875 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -103879.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104033.742188 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -104033.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104093.062500 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -104093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104121.367188 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -104121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104128.906250 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -104128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -104130.945312 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -104130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -104133.273438 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -104133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104134.640625 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -104134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104136.187500 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -104136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104136.882812 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -104136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -104139.968750 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -104140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104143.226562 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -104143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104146.523438 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -104146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104152.523438 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -104152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104156.132812 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -104156.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104163.710938 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -104163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104168.851562 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -104168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104179.359375 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -104179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104191.296875 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -104191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104192.890625 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -104192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104195.093750 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -104195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104196.734375 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -104196.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104196.734375 Penalty: 3312.457520
	Iteration 26F: 3 clusters Score -104196.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -94567.250000 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -94567.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92922.562500 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -92922.56 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93222.328125 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -93222.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93331.593750 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -93331.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93434.531250 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -93434.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93466.140625 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -93466.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93488.953125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -93488.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93514.359375 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -93514.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93538.625000 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -93538.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93557.218750 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -93557.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93584.531250 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -93584.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93613.937500 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -93613.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93639.484375 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -93639.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93678.351562 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -93678.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93689.195312 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -93689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93696.695312 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -93696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -93702.898438 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -93702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93720.820312 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -93720.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93757.109375 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -93757.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93788.382812 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -93788.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93801.281250 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -93801.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93815.156250 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -93815.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93825.781250 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -93825.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93837.679688 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -93837.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93849.406250 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -93849.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93854.312500 Penalty: 3260.545166
	Iteration 24Q: 3 clusters Score -93854.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93856.609375 Penalty: 3260.545166
	Iteration 25Q: 3 clusters Score -93856.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93860.820312 Penalty: 3260.545166
	Iteration 26Q: 3 clusters Score -93860.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93870.734375 Penalty: 3260.545166
	Iteration 27Q: 3 clusters Score -93870.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -93889.960938 Penalty: 3260.545166
	Iteration 28Q: 3 clusters Score -93889.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93921.203125 Penalty: 3260.545166
	Iteration 29Q: 3 clusters Score -93921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93957.500000 Penalty: 3260.545166
	Iteration 30Q: 3 clusters Score -93957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93963.820312 Penalty: 3260.545166
	Iteration 31Q: 3 clusters Score -93963.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93967.132812 Penalty: 3260.545166
	Iteration 32Q: 3 clusters Score -93967.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93988.054688 Penalty: 3260.545166
	Iteration 33Q: 3 clusters Score -93988.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94004.851562 Penalty: 3260.545166
	Iteration 34Q: 3 clusters Score -94004.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94011.976562 Penalty: 3260.545166
	Iteration 35Q: 3 clusters Score -94011.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94014.976562 Penalty: 3260.545166
	Iteration 36Q: 3 clusters Score -94014.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94015.671875 Penalty: 3260.545166
	Iteration 37Q: 3 clusters Score -94015.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94015.671875 Penalty: 3260.545166
	Iteration 38F: 3 clusters Score -94015.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -41556.503906 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -41556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40473.796875 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -40473.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41258.859375 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -41258.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41666.968750 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -41666.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41837.859375 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -41837.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41930.257812 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -41930.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41988.250000 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -41988.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42021.464844 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -42021.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42041.320312 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -42041.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42041.320312 Penalty: 2984.013916
	Iteration 8F: 3 clusters Score -42041.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 1091 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 113986 members 
Mstep: Class 38 contains 623 members 
Mstep: Class 39 contains 543 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 258 members 
Entering Unmasked Estep 
Score: -104143480.000000 Penalty: 136814.000000
Splitting cluster 36 changes total score from -104117616.000000 to -104143480.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 98339 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 27181 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6015 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16275 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 203 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 39406 members 
Mstep: Class 24 contains 4041 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 17397 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3238 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 149175 members 
Mstep: Class 33 contains 1091 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148128.000000 Penalty: 136814.000000
Iteration 119Q: 42 clusters Score -1.041481e+08 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 97369 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 6004 members 
Mstep: Class 11 contains 3078 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 23221 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 16364 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 195 members 
Mstep: Class 21 contains 2747 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 39487 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 47464 members 
Mstep: Class 26 contains 18389 members 
Mstep: Class 27 contains 11292 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3254 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 13968 members 
Mstep: Class 32 contains 150189 members 
Mstep: Class 33 contains 1145 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 155 members 
Mstep: Class 37 contains 112509 members 
Mstep: Class 38 contains 604 members 
Mstep: Class 39 contains 544 members 
Mstep: Class 40 contains 1159 members 
Mstep: Class 41 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158864.000000 Penalty: 136814.000000
Iteration 120F: 42 clusters Score -1.041589e+08 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 96929 members 
Mstep: Class 3 contains 10207 members 
Mstep: Class 4 contains 30967 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 26797 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 5959 members 
Mstep: Class 11 contains 3062 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22927 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 16178 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 2749 members 
Mstep: Class 22 contains 4456 members 
Mstep: Class 23 contains 39261 members 
Mstep: Class 24 contains 4033 members 
Mstep: Class 25 contains 46577 members 
Mstep: Class 26 contains 18455 members 
Mstep: Class 27 contains 11271 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 13903 members 
Mstep: Class 32 contains 142453 members 
Mstep: Class 33 contains 1174 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 124881 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 553 members 
Mstep: Class 40 contains 1218 members 
Mstep: Class 41 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165480.000000 Penalty: 136814.000000
Iteration 121Q: 42 clusters Score -1.041655e+08 nChanged 17420
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 98960 members 
Mstep: Class 3 contains 8670 members 
Mstep: Class 4 contains 30964 members 
Mstep: Class 5 contains 3461 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 26481 members 
Mstep: Class 8 contains 9746 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 5969 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22769 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 193 members 
Mstep: Class 21 contains 2741 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 39119 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 46120 members 
Mstep: Class 26 contains 18520 members 
Mstep: Class 27 contains 11263 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 13891 members 
Mstep: Class 32 contains 134217 members 
Mstep: Class 33 contains 1195 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 154 members 
Mstep: Class 37 contains 133801 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 558 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169264.000000 Penalty: 136814.000000
Iteration 122Q: 42 clusters Score -1.041693e+08 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 102255 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 30958 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 26263 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 2853 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22676 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 16079 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 2737 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 39018 members 
Mstep: Class 24 contains 4020 members 
Mstep: Class 25 contains 45728 members 
Mstep: Class 26 contains 18553 members 
Mstep: Class 27 contains 11244 members 
Mstep: Class 28 contains 2092 members 
Mstep: Class 29 contains 3176 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 13882 members 
Mstep: Class 32 contains 124846 members 
Mstep: Class 33 contains 1214 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 153 members 
Mstep: Class 37 contains 142032 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 565 members 
Mstep: Class 40 contains 1240 members 
Mstep: Class 41 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170600.000000 Penalty: 136814.000000
Iteration 123Q: 42 clusters Score -1.041706e+08 nChanged 16953
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 105993 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 30955 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 26093 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 5981 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16066 members 
Mstep: Class 16 contains 15222 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 184 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 4366 members 
Mstep: Class 23 contains 38944 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 45384 members 
Mstep: Class 26 contains 18565 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 2090 members 
Mstep: Class 29 contains 3171 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 13891 members 
Mstep: Class 32 contains 115599 members 
Mstep: Class 33 contains 1225 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 693 members 
Mstep: Class 36 contains 153 members 
Mstep: Class 37 contains 149080 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 579 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169752.000000 Penalty: 136814.000000
Iteration 124Q: 42 clusters Score -1.041698e+08 nChanged 14862
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 109950 members 
Mstep: Class 3 contains 6026 members 
Mstep: Class 4 contains 30943 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 26000 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 10 contains 6000 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22635 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 16070 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2130 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 2724 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 38886 members 
Mstep: Class 24 contains 4025 members 
Mstep: Class 25 contains 45156 members 
Mstep: Class 26 contains 18543 members 
Mstep: Class 27 contains 11202 members 
Mstep: Class 28 contains 2089 members 
Mstep: Class 29 contains 3171 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 13915 members 
Mstep: Class 32 contains 107596 members 
Mstep: Class 33 contains 1231 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 154023 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 588 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167704.000000 Penalty: 136814.000000
Iteration 125Q: 42 clusters Score -1.041677e+08 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 113875 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 30948 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 25906 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 2858 members 
Mstep: Class 10 contains 6016 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 5132 members 
Mstep: Class 13 contains 22662 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 16083 members 
Mstep: Class 16 contains 15223 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 38846 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 44948 members 
Mstep: Class 26 contains 18534 members 
Mstep: Class 27 contains 11178 members 
Mstep: Class 28 contains 2091 members 
Mstep: Class 29 contains 3170 members 
Mstep: Class 30 contains 401 members 
Mstep: Class 31 contains 13925 members 
Mstep: Class 32 contains 101209 members 
Mstep: Class 33 contains 1237 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 686 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 157053 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 598 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164328.000000 Penalty: 136814.000000
Iteration 126Q: 42 clusters Score -1.041643e+08 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 117873 members 
Mstep: Class 3 contains 5583 members 
Mstep: Class 4 contains 30946 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 25884 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22701 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 828 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 38822 members 
Mstep: Class 24 contains 4036 members 
Mstep: Class 25 contains 44771 members 
Mstep: Class 26 contains 18528 members 
Mstep: Class 27 contains 11164 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 389 members 
Mstep: Class 31 contains 13934 members 
Mstep: Class 32 contains 96629 members 
Mstep: Class 33 contains 1247 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 157918 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161248.000000 Penalty: 136814.000000
Iteration 127Q: 42 clusters Score -1.041612e+08 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 121852 members 
Mstep: Class 3 contains 5516 members 
Mstep: Class 4 contains 30947 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 25893 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 2998 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22731 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2723 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 38811 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 44594 members 
Mstep: Class 26 contains 18525 members 
Mstep: Class 27 contains 11139 members 
Mstep: Class 28 contains 2095 members 
Mstep: Class 29 contains 3168 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 13946 members 
Mstep: Class 32 contains 93549 members 
Mstep: Class 33 contains 1252 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 157197 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 624 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160064.000000 Penalty: 136814.000000
Iteration 128Q: 42 clusters Score -1.041601e+08 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 125745 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 30945 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 25916 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 3009 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22756 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16111 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 4382 members 
Mstep: Class 23 contains 38797 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 44386 members 
Mstep: Class 26 contains 18517 members 
Mstep: Class 27 contains 11115 members 
Mstep: Class 28 contains 2099 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 374 members 
Mstep: Class 31 contains 13960 members 
Mstep: Class 32 contains 91441 members 
Mstep: Class 33 contains 1255 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 155589 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 632 members 
Mstep: Class 40 contains 1240 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159328.000000 Penalty: 136814.000000
Iteration 129Q: 42 clusters Score -1.041593e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 129635 members 
Mstep: Class 3 contains 5466 members 
Mstep: Class 4 contains 30938 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 25937 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22769 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 15219 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 38768 members 
Mstep: Class 24 contains 4050 members 
Mstep: Class 25 contains 44150 members 
Mstep: Class 26 contains 18481 members 
Mstep: Class 27 contains 11107 members 
Mstep: Class 28 contains 2100 members 
Mstep: Class 29 contains 3171 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 13977 members 
Mstep: Class 32 contains 89844 members 
Mstep: Class 33 contains 1259 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 153543 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 640 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158768.000000 Penalty: 136814.000000
Iteration 130Q: 42 clusters Score -1.041588e+08 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 133462 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 30932 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 25966 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22776 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 4374 members 
Mstep: Class 23 contains 38748 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 43934 members 
Mstep: Class 26 contains 18465 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 2100 members 
Mstep: Class 29 contains 3168 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 13988 members 
Mstep: Class 32 contains 88390 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 151392 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 646 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159320.000000 Penalty: 136814.000000
Iteration 131Q: 42 clusters Score -1.041593e+08 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 137290 members 
Mstep: Class 3 contains 5442 members 
Mstep: Class 4 contains 30930 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 25977 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 6079 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22779 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 16093 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2724 members 
Mstep: Class 22 contains 4373 members 
Mstep: Class 23 contains 38721 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 43732 members 
Mstep: Class 26 contains 18446 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 362 members 
Mstep: Class 31 contains 14011 members 
Mstep: Class 32 contains 86985 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 149219 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 648 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159192.000000 Penalty: 136814.000000
Iteration 132Q: 42 clusters Score -1.041592e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 141169 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 30929 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 25987 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 4368 members 
Mstep: Class 23 contains 38707 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 43505 members 
Mstep: Class 26 contains 18417 members 
Mstep: Class 27 contains 11064 members 
Mstep: Class 28 contains 2103 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 14024 members 
Mstep: Class 32 contains 85491 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 147138 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158976.000000 Penalty: 136814.000000
Iteration 133Q: 42 clusters Score -1.04159e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 145085 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 30926 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 25994 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 10 contains 6086 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16113 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 4363 members 
Mstep: Class 23 contains 38718 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 43339 members 
Mstep: Class 26 contains 18371 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 2103 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 14033 members 
Mstep: Class 32 contains 83922 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 145015 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 656 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159128.000000 Penalty: 136814.000000
Iteration 134Q: 42 clusters Score -1.041591e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 149015 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 30920 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 26014 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16135 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 4359 members 
Mstep: Class 23 contains 38716 members 
Mstep: Class 24 contains 4058 members 
Mstep: Class 25 contains 43201 members 
Mstep: Class 26 contains 18345 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 352 members 
Mstep: Class 31 contains 14042 members 
Mstep: Class 32 contains 82290 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 142884 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159448.000000 Penalty: 136814.000000
Iteration 135Q: 42 clusters Score -1.041594e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 152902 members 
Mstep: Class 3 contains 5285 members 
Mstep: Class 4 contains 30917 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 26047 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1957 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 4352 members 
Mstep: Class 23 contains 38711 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 18290 members 
Mstep: Class 27 contains 11055 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 14052 members 
Mstep: Class 32 contains 80624 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 140800 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160160.000000 Penalty: 136814.000000
Iteration 136Q: 42 clusters Score -1.041602e+08 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 156720 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 4 contains 30914 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 3161 members 
Mstep: Class 7 contains 26067 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22757 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16120 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 1981 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 4347 members 
Mstep: Class 23 contains 38712 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 43080 members 
Mstep: Class 26 contains 18221 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 14064 members 
Mstep: Class 32 contains 79040 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 138714 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160568.000000 Penalty: 136814.000000
Iteration 137Q: 42 clusters Score -1.041606e+08 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 160489 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 30910 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 26082 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22750 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 4337 members 
Mstep: Class 23 contains 38703 members 
Mstep: Class 24 contains 4055 members 
Mstep: Class 25 contains 43015 members 
Mstep: Class 26 contains 18192 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 14070 members 
Mstep: Class 32 contains 77451 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 136680 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160208.000000 Penalty: 136814.000000
Iteration 138Q: 42 clusters Score -1.041602e+08 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 164116 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 30909 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 26095 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 2839 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22735 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16115 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 4332 members 
Mstep: Class 23 contains 38690 members 
Mstep: Class 24 contains 4056 members 
Mstep: Class 25 contains 43004 members 
Mstep: Class 26 contains 18168 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 2107 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 14068 members 
Mstep: Class 32 contains 75947 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 134707 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160744.000000 Penalty: 136814.000000
Iteration 139Q: 42 clusters Score -1.041607e+08 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 167611 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 30908 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 26102 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 6087 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22735 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16101 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 38675 members 
Mstep: Class 24 contains 4059 members 
Mstep: Class 25 contains 43058 members 
Mstep: Class 26 contains 18135 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 2108 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 14066 members 
Mstep: Class 32 contains 74558 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 151 members 
Mstep: Class 37 contains 132688 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165912.000000 Penalty: 136814.000000
Iteration 140F: 42 clusters Score -1.041659e+08 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 170947 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 30907 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 26105 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22735 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16097 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 2591 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 38665 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 43129 members 
Mstep: Class 26 contains 18115 members 
Mstep: Class 27 contains 11034 members 
Mstep: Class 28 contains 2109 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 363 members 
Mstep: Class 31 contains 14071 members 
Mstep: Class 32 contains 66577 members 
Mstep: Class 33 contains 1258 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 677 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 137381 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162712.000000 Penalty: 136814.000000
Iteration 141Q: 42 clusters Score -1.041627e+08 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 174402 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 30906 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 3012 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22764 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16107 members 
Mstep: Class 16 contains 15216 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 181 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 4311 members 
Mstep: Class 23 contains 38671 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 43263 members 
Mstep: Class 26 contains 18101 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2118 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 14078 members 
Mstep: Class 32 contains 59537 members 
Mstep: Class 33 contains 1258 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 140786 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 666 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159824.000000 Penalty: 136814.000000
Iteration 142Q: 42 clusters Score -1.041598e+08 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 177717 members 
Mstep: Class 3 contains 4898 members 
Mstep: Class 4 contains 30907 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 9754 members 
Mstep: Class 9 contains 2836 members 
Mstep: Class 10 contains 6082 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22785 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 15212 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 38676 members 
Mstep: Class 24 contains 4064 members 
Mstep: Class 25 contains 43434 members 
Mstep: Class 26 contains 18117 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2126 members 
Mstep: Class 29 contains 3199 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 14087 members 
Mstep: Class 32 contains 53880 members 
Mstep: Class 33 contains 1258 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 142853 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157464.000000 Penalty: 136814.000000
Iteration 143Q: 42 clusters Score -1.041575e+08 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 180720 members 
Mstep: Class 3 contains 4902 members 
Mstep: Class 4 contains 30906 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 3166 members 
Mstep: Class 7 contains 26218 members 
Mstep: Class 8 contains 9751 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 3008 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 22797 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 16118 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2244 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 4346 members 
Mstep: Class 23 contains 38676 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 43610 members 
Mstep: Class 26 contains 18143 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2134 members 
Mstep: Class 29 contains 3197 members 
Mstep: Class 30 contains 352 members 
Mstep: Class 31 contains 14088 members 
Mstep: Class 32 contains 49208 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 144226 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 677 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155872.000000 Penalty: 136814.000000
Iteration 144Q: 42 clusters Score -1.041559e+08 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 183240 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 30904 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 3171 members 
Mstep: Class 7 contains 26243 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 6085 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22796 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 15210 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 4357 members 
Mstep: Class 23 contains 38662 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 43798 members 
Mstep: Class 26 contains 18179 members 
Mstep: Class 27 contains 11018 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 347 members 
Mstep: Class 31 contains 14085 members 
Mstep: Class 32 contains 45355 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 145304 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 682 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154656.000000 Penalty: 136814.000000
Iteration 145Q: 42 clusters Score -1.041547e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 185405 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 30904 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 26276 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22789 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 16115 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2465 members 
Mstep: Class 22 contains 4374 members 
Mstep: Class 23 contains 38654 members 
Mstep: Class 24 contains 4075 members 
Mstep: Class 25 contains 43937 members 
Mstep: Class 26 contains 18210 members 
Mstep: Class 27 contains 11032 members 
Mstep: Class 28 contains 2145 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 340 members 
Mstep: Class 31 contains 14081 members 
Mstep: Class 32 contains 42322 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 145992 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 688 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153152.000000 Penalty: 136814.000000
Iteration 146Q: 42 clusters Score -1.041532e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 187186 members 
Mstep: Class 3 contains 4866 members 
Mstep: Class 4 contains 30900 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 26300 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22801 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 16110 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2249 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 38643 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 44088 members 
Mstep: Class 26 contains 18267 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 2154 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 337 members 
Mstep: Class 31 contains 14080 members 
Mstep: Class 32 contains 39917 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 146377 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 691 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151800.000000 Penalty: 136814.000000
Iteration 147Q: 42 clusters Score -1.041518e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 188509 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 30900 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 2990 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22810 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 16117 members 
Mstep: Class 16 contains 15208 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 38633 members 
Mstep: Class 24 contains 4086 members 
Mstep: Class 25 contains 44222 members 
Mstep: Class 26 contains 18294 members 
Mstep: Class 27 contains 11056 members 
Mstep: Class 28 contains 2158 members 
Mstep: Class 29 contains 3186 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14075 members 
Mstep: Class 32 contains 37835 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 146925 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150368.000000 Penalty: 136814.000000
Iteration 148Q: 42 clusters Score -1.041504e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 189403 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 30899 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 2983 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22823 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 16115 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 38635 members 
Mstep: Class 24 contains 4094 members 
Mstep: Class 25 contains 44342 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 11071 members 
Mstep: Class 28 contains 2159 members 
Mstep: Class 29 contains 3180 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14076 members 
Mstep: Class 32 contains 36107 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 147573 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 694 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149152.000000 Penalty: 136814.000000
Iteration 149Q: 42 clusters Score -1.041492e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 190103 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 30900 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 26359 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 2973 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22840 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 15208 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 38640 members 
Mstep: Class 24 contains 4098 members 
Mstep: Class 25 contains 44410 members 
Mstep: Class 26 contains 18351 members 
Mstep: Class 27 contains 11078 members 
Mstep: Class 28 contains 2162 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14080 members 
Mstep: Class 32 contains 34586 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 148277 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 694 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148192.000000 Penalty: 136814.000000
Iteration 150Q: 42 clusters Score -1.041482e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 190647 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 30901 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 26378 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2830 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22854 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 15207 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 38634 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 44496 members 
Mstep: Class 26 contains 18368 members 
Mstep: Class 27 contains 11075 members 
Mstep: Class 28 contains 2166 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14085 members 
Mstep: Class 32 contains 33325 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 148880 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 695 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147208.000000 Penalty: 136814.000000
Iteration 151Q: 42 clusters Score -1.041472e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 191076 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 30899 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 3172 members 
Mstep: Class 7 contains 26401 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2827 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22863 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16100 members 
Mstep: Class 16 contains 15206 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 38627 members 
Mstep: Class 24 contains 4099 members 
Mstep: Class 25 contains 44583 members 
Mstep: Class 26 contains 18370 members 
Mstep: Class 27 contains 11083 members 
Mstep: Class 28 contains 2168 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14081 members 
Mstep: Class 32 contains 32188 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 149509 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146264.000000 Penalty: 136814.000000
Iteration 152Q: 42 clusters Score -1.041463e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 191423 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 30900 members 
Mstep: Class 5 contains 3432 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 26404 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22879 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 38616 members 
Mstep: Class 24 contains 4101 members 
Mstep: Class 25 contains 44644 members 
Mstep: Class 26 contains 18378 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 2171 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14082 members 
Mstep: Class 32 contains 31183 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 150112 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104145320.000000 Penalty: 136814.000000
Iteration 153Q: 42 clusters Score -1.041453e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 191718 members 
Mstep: Class 3 contains 4691 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 3430 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 26414 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 2824 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22886 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 16098 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 38610 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 44688 members 
Mstep: Class 26 contains 18382 members 
Mstep: Class 27 contains 11095 members 
Mstep: Class 28 contains 2173 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14083 members 
Mstep: Class 32 contains 30304 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 150648 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104144840.000000 Penalty: 136814.000000
Iteration 154Q: 42 clusters Score -1.041448e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 191960 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 26436 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 16100 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2251 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 38608 members 
Mstep: Class 24 contains 4108 members 
Mstep: Class 25 contains 44733 members 
Mstep: Class 26 contains 18390 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 2175 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14089 members 
Mstep: Class 32 contains 29546 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 151099 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143960.000000 Penalty: 136814.000000
Iteration 155Q: 42 clusters Score -1.04144e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 192190 members 
Mstep: Class 3 contains 4599 members 
Mstep: Class 4 contains 30892 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 26454 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 22900 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 16102 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 38610 members 
Mstep: Class 24 contains 4114 members 
Mstep: Class 25 contains 44772 members 
Mstep: Class 26 contains 18394 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14093 members 
Mstep: Class 32 contains 28867 members 
Mstep: Class 33 contains 1258 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 151513 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143624.000000 Penalty: 136814.000000
Iteration 156Q: 42 clusters Score -1.041436e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 192426 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 30891 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 26469 members 
Mstep: Class 8 contains 9739 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22910 members 
Mstep: Class 14 contains 4223 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 38610 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 44810 members 
Mstep: Class 26 contains 18395 members 
Mstep: Class 27 contains 11114 members 
Mstep: Class 28 contains 2183 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14092 members 
Mstep: Class 32 contains 28287 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 151838 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104143272.000000 Penalty: 136814.000000
Iteration 157Q: 42 clusters Score -1.041433e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 192677 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 26483 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22915 members 
Mstep: Class 14 contains 4224 members 
Mstep: Class 15 contains 16088 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 38616 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 44839 members 
Mstep: Class 26 contains 18395 members 
Mstep: Class 27 contains 11124 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 332 members 
Mstep: Class 31 contains 14089 members 
Mstep: Class 32 contains 27753 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 152100 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104142568.000000 Penalty: 136814.000000
Iteration 158Q: 42 clusters Score -1.041426e+08 nChanged 1157
Entering ConstructFrom: 
Score: -104142568.000000 Penalty: 136814.000000
Entering ConstructFrom: 
Trying to split cluster 1 (16391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Entering Unmasked Estep 
Score: -2302803.750000 Penalty: 2406.712891
	Iteration 0F: 2 clusters Score -2302804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2291044.250000 Penalty: 4813.425781
	Iteration 0F: 3 clusters Score -2291044 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2295221.250000 Penalty: 4813.425781
	Iteration 1F: 3 clusters Score -2295221 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2296210.000000 Penalty: 4813.425781
	Iteration 2F: 3 clusters Score -2296210 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2297212.250000 Penalty: 4813.425781
	Iteration 3F: 3 clusters Score -2297212 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2298096.500000 Penalty: 4813.425781
	Iteration 4F: 3 clusters Score -2298096 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2298684.500000 Penalty: 4813.425781
	Iteration 5F: 3 clusters Score -2298684 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2299089.750000 Penalty: 4813.425781
	Iteration 6Q: 3 clusters Score -2299090 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2299393.000000 Penalty: 4813.425781
	Iteration 7Q: 3 clusters Score -2299393 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2299602.750000 Penalty: 4813.425781
	Iteration 8Q: 3 clusters Score -2299603 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2299751.500000 Penalty: 4813.425781
	Iteration 9Q: 3 clusters Score -2299752 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2299877.000000 Penalty: 4813.425781
	Iteration 10Q: 3 clusters Score -2299877 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2299955.250000 Penalty: 4813.425781
	Iteration 11Q: 3 clusters Score -2299955 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2300032.000000 Penalty: 4813.425781
	Iteration 12Q: 3 clusters Score -2300032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2300079.250000 Penalty: 4813.425781
	Iteration 13Q: 3 clusters Score -2300079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2300121.500000 Penalty: 4813.425781
	Iteration 14Q: 3 clusters Score -2300122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2300152.750000 Penalty: 4813.425781
	Iteration 15Q: 3 clusters Score -2300153 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2300175.000000 Penalty: 4813.425781
	Iteration 16Q: 3 clusters Score -2300175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2300186.500000 Penalty: 4813.425781
	Iteration 17Q: 3 clusters Score -2300186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2300205.750000 Penalty: 4813.425781
	Iteration 18Q: 3 clusters Score -2300206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2300224.500000 Penalty: 4813.425781
	Iteration 19Q: 3 clusters Score -2300224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 4813.425781
	Iteration 20F: 3 clusters Score -2300222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2300232.500000 Penalty: 4813.425781
	Iteration 21Q: 3 clusters Score -2300232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2300235.500000 Penalty: 4813.425781
	Iteration 22Q: 3 clusters Score -2300236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2300240.750000 Penalty: 4813.425781
	Iteration 23Q: 3 clusters Score -2300241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2300247.250000 Penalty: 4813.425781
	Iteration 24Q: 3 clusters Score -2300247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2300247.000000 Penalty: 4813.425781
	Iteration 25Q: 3 clusters Score -2300247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2300254.250000 Penalty: 4813.425781
	Iteration 26Q: 3 clusters Score -2300254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2300263.500000 Penalty: 4813.425781
	Iteration 27Q: 3 clusters Score -2300264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2300265.750000 Penalty: 4813.425781
	Iteration 28Q: 3 clusters Score -2300266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2300266.000000 Penalty: 4813.425781
	Iteration 29Q: 3 clusters Score -2300266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2300263.500000 Penalty: 4813.425781
	Iteration 30Q: 3 clusters Score -2300264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2300262.250000 Penalty: 4813.425781
	Iteration 31Q: 3 clusters Score -2300262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2300256.250000 Penalty: 4813.425781
	Iteration 32Q: 3 clusters Score -2300256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2300257.250000 Penalty: 4813.425781
	Iteration 33Q: 3 clusters Score -2300257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2300261.000000 Penalty: 4813.425781
	Iteration 34Q: 3 clusters Score -2300261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2300261.000000 Penalty: 4813.425781
	Iteration 35Q: 3 clusters Score -2300261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2300265.500000 Penalty: 4813.425781
	Iteration 36Q: 3 clusters Score -2300266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2300264.750000 Penalty: 4813.425781
	Iteration 37Q: 3 clusters Score -2300265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2300276.000000 Penalty: 4813.425781
	Iteration 38Q: 3 clusters Score -2300276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2300279.000000 Penalty: 4813.425781
	Iteration 39Q: 3 clusters Score -2300279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2300273.250000 Penalty: 4813.425781
	Iteration 40F: 3 clusters Score -2300273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2300276.750000 Penalty: 4813.425781
	Iteration 41Q: 3 clusters Score -2300277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2300277.500000 Penalty: 4813.425781
	Iteration 42Q: 3 clusters Score -2300278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2300282.500000 Penalty: 4813.425781
	Iteration 43Q: 3 clusters Score -2300282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2300286.000000 Penalty: 4813.425781
	Iteration 44Q: 3 clusters Score -2300286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2300291.250000 Penalty: 4813.425781
	Iteration 45Q: 3 clusters Score -2300291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2300298.000000 Penalty: 4813.425781
	Iteration 46Q: 3 clusters Score -2300298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2300305.250000 Penalty: 4813.425781
	Iteration 47Q: 3 clusters Score -2300305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2300308.250000 Penalty: 4813.425781
	Iteration 48Q: 3 clusters Score -2300308 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9042 members 
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	Iteration 49Q: 3 clusters Score -2300309 nChanged 17
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Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9055 members 
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	Iteration 50Q: 3 clusters Score -2300309 nChanged 21
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Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 9072 members 
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	Iteration 51Q: 3 clusters Score -2300317 nChanged 25
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Mstep: Class 2 contains 9093 members 
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	Iteration 52Q: 3 clusters Score -2300318 nChanged 18
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Mstep: Class 1 contains 7284 members 
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	Iteration 53Q: 3 clusters Score -2300318 nChanged 16
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	Iteration 54Q: 3 clusters Score -2300319 nChanged 20
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Mstep: Class 1 contains 7270 members 
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	Iteration 55Q: 3 clusters Score -2300328 nChanged 11
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	Iteration 56Q: 3 clusters Score -2300321 nChanged 11
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Mstep: Class 1 contains 7256 members 
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	Iteration 57Q: 3 clusters Score -2300324 nChanged 14
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	Iteration 58Q: 3 clusters Score -2300320 nChanged 12
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Mstep: Class 1 contains 7238 members 
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	Iteration 59Q: 3 clusters Score -2300327 nChanged 13
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Mstep: Class 1 contains 7231 members 
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	Iteration 60F: 3 clusters Score -2300327 nChanged 10
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Mstep: Class 1 contains 7225 members 
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	Iteration 61Q: 3 clusters Score -2300328 nChanged 11
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	Iteration 63Q: 3 clusters Score -2300330 nChanged 11
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Mstep: Class 1 contains 7205 members 
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	Iteration 64Q: 3 clusters Score -2300332 nChanged 16
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Mstep: Class 1 contains 7183 members 
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	Iteration 66Q: 3 clusters Score -2300328 nChanged 15
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	Iteration 67Q: 3 clusters Score -2300327 nChanged 8
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	Iteration 69Q: 3 clusters Score -2300332 nChanged 5
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Mstep: Class 1 contains 7138 members 
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	Iteration 72Q: 3 clusters Score -2300332 nChanged 18
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	Iteration 74Q: 3 clusters Score -2300339 nChanged 21
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	Iteration 100F: 3 clusters Score -2300481 nChanged 61
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	Iteration 110Q: 3 clusters Score -2300632 nChanged 67
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	Iteration 111Q: 3 clusters Score -2300643 nChanged 73
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	Iteration 114Q: 3 clusters Score -2300691 nChanged 68
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	Iteration 126Q: 3 clusters Score -2300939 nChanged 70
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	Iteration 139Q: 3 clusters Score -2301026 nChanged 17
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	Iteration 141Q: 3 clusters Score -2301036 nChanged 30
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	Iteration 142Q: 3 clusters Score -2301036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2301036.500000 Penalty: 4813.425781
	Iteration 143Q: 3 clusters Score -2301036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2301040.250000 Penalty: 4813.425781
	Iteration 144Q: 3 clusters Score -2301040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2301041.750000 Penalty: 4813.425781
	Iteration 145Q: 3 clusters Score -2301042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2301044.000000 Penalty: 4813.425781
	Iteration 146Q: 3 clusters Score -2301044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2301048.000000 Penalty: 4813.425781
	Iteration 147Q: 3 clusters Score -2301048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2301054.750000 Penalty: 4813.425781
	Iteration 148Q: 3 clusters Score -2301055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2301054.000000 Penalty: 4813.425781
	Iteration 149Q: 3 clusters Score -2301054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2301057.750000 Penalty: 4813.425781
	Iteration 150Q: 3 clusters Score -2301058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2301058.250000 Penalty: 4813.425781
	Iteration 151Q: 3 clusters Score -2301058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2301060.000000 Penalty: 4813.425781
	Iteration 152Q: 3 clusters Score -2301060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2301063.500000 Penalty: 4813.425781
	Iteration 153Q: 3 clusters Score -2301064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2301069.000000 Penalty: 4813.425781
	Iteration 154Q: 3 clusters Score -2301069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2301067.500000 Penalty: 4813.425781
	Iteration 155Q: 3 clusters Score -2301068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2301066.250000 Penalty: 4813.425781
	Iteration 156Q: 3 clusters Score -2301066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2301067.250000 Penalty: 4813.425781
	Iteration 157Q: 3 clusters Score -2301067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2301072.500000 Penalty: 4813.425781
	Iteration 158Q: 3 clusters Score -2301072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2301080.250000 Penalty: 4813.425781
	Iteration 159Q: 3 clusters Score -2301080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2301085.000000 Penalty: 4813.425781
	Iteration 160F: 3 clusters Score -2301085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2301082.250000 Penalty: 4813.425781
	Iteration 161Q: 3 clusters Score -2301082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2301083.000000 Penalty: 4813.425781
	Iteration 162Q: 3 clusters Score -2301083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2301089.500000 Penalty: 4813.425781
	Iteration 163Q: 3 clusters Score -2301090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2301090.500000 Penalty: 4813.425781
	Iteration 164Q: 3 clusters Score -2301090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2301096.250000 Penalty: 4813.425781
	Iteration 165Q: 3 clusters Score -2301096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2301094.250000 Penalty: 4813.425781
	Iteration 166Q: 3 clusters Score -2301094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2301094.750000 Penalty: 4813.425781
	Iteration 167Q: 3 clusters Score -2301095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2301097.500000 Penalty: 4813.425781
	Iteration 168Q: 3 clusters Score -2301098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2301101.250000 Penalty: 4813.425781
	Iteration 169Q: 3 clusters Score -2301101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2301100.250000 Penalty: 4813.425781
	Iteration 170Q: 3 clusters Score -2301100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2301103.250000 Penalty: 4813.425781
	Iteration 171Q: 3 clusters Score -2301103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2301102.750000 Penalty: 4813.425781
	Iteration 172Q: 3 clusters Score -2301103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2301107.250000 Penalty: 4813.425781
	Iteration 173Q: 3 clusters Score -2301107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2301102.000000 Penalty: 4813.425781
	Iteration 174Q: 3 clusters Score -2301102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2301106.000000 Penalty: 4813.425781
	Iteration 175Q: 3 clusters Score -2301106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2301108.500000 Penalty: 4813.425781
	Iteration 176Q: 3 clusters Score -2301108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2301107.500000 Penalty: 4813.425781
	Iteration 177Q: 3 clusters Score -2301108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2301112.250000 Penalty: 4813.425781
	Iteration 178Q: 3 clusters Score -2301112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2301113.500000 Penalty: 4813.425781
	Iteration 179Q: 3 clusters Score -2301114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2301113.000000 Penalty: 4813.425781
	Iteration 180F: 3 clusters Score -2301113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2301115.000000 Penalty: 4813.425781
	Iteration 181Q: 3 clusters Score -2301115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2301121.000000 Penalty: 4813.425781
	Iteration 182Q: 3 clusters Score -2301121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2301123.000000 Penalty: 4813.425781
	Iteration 183Q: 3 clusters Score -2301123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2301120.750000 Penalty: 4813.425781
	Iteration 184Q: 3 clusters Score -2301121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2301123.750000 Penalty: 4813.425781
	Iteration 185Q: 3 clusters Score -2301124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2301121.500000 Penalty: 4813.425781
	Iteration 186Q: 3 clusters Score -2301122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2301124.000000 Penalty: 4813.425781
	Iteration 187Q: 3 clusters Score -2301124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2301124.500000 Penalty: 4813.425781
	Iteration 188Q: 3 clusters Score -2301124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2301125.500000 Penalty: 4813.425781
	Iteration 189Q: 3 clusters Score -2301126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2301125.500000 Penalty: 4813.425781
	Iteration 190Q: 3 clusters Score -2301126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2301129.500000 Penalty: 4813.425781
	Iteration 191Q: 3 clusters Score -2301130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2301128.000000 Penalty: 4813.425781
	Iteration 192Q: 3 clusters Score -2301128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2301134.750000 Penalty: 4813.425781
	Iteration 193Q: 3 clusters Score -2301135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2301135.500000 Penalty: 4813.425781
	Iteration 194Q: 3 clusters Score -2301136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2301137.500000 Penalty: 4813.425781
	Iteration 195Q: 3 clusters Score -2301138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2301133.250000 Penalty: 4813.425781
	Iteration 196Q: 3 clusters Score -2301133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2301128.500000 Penalty: 4813.425781
	Iteration 197Q: 3 clusters Score -2301128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2301130.250000 Penalty: 4813.425781
	Iteration 198Q: 3 clusters Score -2301130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2301130.250000 Penalty: 4813.425781
	Iteration 199Q: 3 clusters Score -2301130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2301130.250000 Penalty: 4813.425781
	Iteration 200F: 3 clusters Score -2301130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (192913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192913 members 
Entering Unmasked Estep 
Score: -29650988.000000 Penalty: 3018.158691
	Iteration 0F: 2 clusters Score -2.965099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -29541686.000000 Penalty: 6036.317383
	Iteration 0F: 3 clusters Score -2.954169e+07 nChanged 92942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 95021 members 
Entering Unmasked Estep 
Score: -29596530.000000 Penalty: 6036.317383
	Iteration 1F: 3 clusters Score -2.959653e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98623 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -29597640.000000 Penalty: 6036.317383
	Iteration 2Q: 3 clusters Score -2.959764e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -29598954.000000 Penalty: 6036.317383
	Iteration 3Q: 3 clusters Score -2.959895e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -29600814.000000 Penalty: 6036.317383
	Iteration 4Q: 3 clusters Score -2.960081e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -29603504.000000 Penalty: 6036.317383
	Iteration 5Q: 3 clusters Score -2.96035e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -29607052.000000 Penalty: 6036.317383
	Iteration 6Q: 3 clusters Score -2.960705e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -29612216.000000 Penalty: 6036.317383
	Iteration 7Q: 3 clusters Score -2.961222e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -29619968.000000 Penalty: 6036.317383
	Iteration 8F: 3 clusters Score -2.961997e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -29630186.000000 Penalty: 6036.317383
	Iteration 9F: 3 clusters Score -2.963019e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -29640188.000000 Penalty: 6036.317383
	Iteration 10F: 3 clusters Score -2.964019e+07 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -29646358.000000 Penalty: 6036.317383
	Iteration 11F: 3 clusters Score -2.964636e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -29648838.000000 Penalty: 6036.317383
	Iteration 12Q: 3 clusters Score -2.964884e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -29649940.000000 Penalty: 6036.317383
	Iteration 13Q: 3 clusters Score -2.964994e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -29650866.000000 Penalty: 6036.317383
	Iteration 14Q: 3 clusters Score -2.965087e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -29651950.000000 Penalty: 6036.317383
	Iteration 15Q: 3 clusters Score -2.965195e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 105443 members 
Entering Unmasked Estep 
Score: -29653112.000000 Penalty: 6036.317383
	Iteration 16Q: 3 clusters Score -2.965311e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -29654532.000000 Penalty: 6036.317383
	Iteration 17Q: 3 clusters Score -2.965453e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 110970 members 
Entering Unmasked Estep 
Score: -29655892.000000 Penalty: 6036.317383
	Iteration 18Q: 3 clusters Score -2.965589e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -29657098.000000 Penalty: 6036.317383
	Iteration 19Q: 3 clusters Score -2.96571e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 115876 members 
Entering Unmasked Estep 
Score: -29658116.000000 Penalty: 6036.317383
	Iteration 20F: 3 clusters Score -2.965812e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -29658788.000000 Penalty: 6036.317383
	Iteration 21Q: 3 clusters Score -2.965879e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -29659260.000000 Penalty: 6036.317383
	Iteration 22Q: 3 clusters Score -2.965926e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -29659584.000000 Penalty: 6036.317383
	Iteration 23Q: 3 clusters Score -2.965958e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 122596 members 
Entering Unmasked Estep 
Score: -29659872.000000 Penalty: 6036.317383
	Iteration 24Q: 3 clusters Score -2.965987e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -29660034.000000 Penalty: 6036.317383
	Iteration 25Q: 3 clusters Score -2.966003e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -29660118.000000 Penalty: 6036.317383
	Iteration 26Q: 3 clusters Score -2.966012e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -29660326.000000 Penalty: 6036.317383
	Iteration 27Q: 3 clusters Score -2.966033e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -29660384.000000 Penalty: 6036.317383
	Iteration 28Q: 3 clusters Score -2.966038e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 129994 members 
Entering Unmasked Estep 
Score: -29660308.000000 Penalty: 6036.317383
	Iteration 29Q: 3 clusters Score -2.966031e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -29660332.000000 Penalty: 6036.317383
	Iteration 30Q: 3 clusters Score -2.966033e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -29660446.000000 Penalty: 6036.317383
	Iteration 31Q: 3 clusters Score -2.966045e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -29660396.000000 Penalty: 6036.317383
	Iteration 32Q: 3 clusters Score -2.96604e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -29660484.000000 Penalty: 6036.317383
	Iteration 33Q: 3 clusters Score -2.966048e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -29660550.000000 Penalty: 6036.317383
	Iteration 34Q: 3 clusters Score -2.966055e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -29660562.000000 Penalty: 6036.317383
	Iteration 35Q: 3 clusters Score -2.966056e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 140607 members 
Entering Unmasked Estep 
Score: -29660432.000000 Penalty: 6036.317383
	Iteration 36Q: 3 clusters Score -2.966043e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -29660296.000000 Penalty: 6036.317383
	Iteration 37Q: 3 clusters Score -2.96603e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -29660292.000000 Penalty: 6036.317383
	Iteration 38Q: 3 clusters Score -2.966029e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 146952 members 
Entering Unmasked Estep 
Score: -29660238.000000 Penalty: 6036.317383
	Iteration 39Q: 3 clusters Score -2.966024e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -29660096.000000 Penalty: 6036.317383
	Iteration 40F: 3 clusters Score -2.96601e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -29659856.000000 Penalty: 6036.317383
	Iteration 41Q: 3 clusters Score -2.965986e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 154822 members 
Entering Unmasked Estep 
Score: -29659520.000000 Penalty: 6036.317383
	Iteration 42Q: 3 clusters Score -2.965952e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -29659242.000000 Penalty: 6036.317383
	Iteration 43Q: 3 clusters Score -2.965924e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 160671 members 
Entering Unmasked Estep 
Score: -29658924.000000 Penalty: 6036.317383
	Iteration 44Q: 3 clusters Score -2.965892e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -29658312.000000 Penalty: 6036.317383
	Iteration 45Q: 3 clusters Score -2.965831e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -29657744.000000 Penalty: 6036.317383
	Iteration 46Q: 3 clusters Score -2.965774e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 169446 members 
Entering Unmasked Estep 
Score: -29657218.000000 Penalty: 6036.317383
	Iteration 47Q: 3 clusters Score -2.965722e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -29656686.000000 Penalty: 6036.317383
	Iteration 48Q: 3 clusters Score -2.965669e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -29655878.000000 Penalty: 6036.317383
	Iteration 49Q: 3 clusters Score -2.965588e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 176803 members 
Entering Unmasked Estep 
Score: -29655440.000000 Penalty: 6036.317383
	Iteration 50Q: 3 clusters Score -2.965544e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -29654970.000000 Penalty: 6036.317383
	Iteration 51Q: 3 clusters Score -2.965497e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 180725 members 
Entering Unmasked Estep 
Score: -29654580.000000 Penalty: 6036.317383
	Iteration 52Q: 3 clusters Score -2.965458e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 182379 members 
Entering Unmasked Estep 
Score: -29654264.000000 Penalty: 6036.317383
	Iteration 53Q: 3 clusters Score -2.965426e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 183816 members 
Entering Unmasked Estep 
Score: -29653868.000000 Penalty: 6036.317383
	Iteration 54Q: 3 clusters Score -2.965387e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 185038 members 
Entering Unmasked Estep 
Score: -29653634.000000 Penalty: 6036.317383
	Iteration 55Q: 3 clusters Score -2.965363e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 186031 members 
Entering Unmasked Estep 
Score: -29653122.000000 Penalty: 6036.317383
	Iteration 56Q: 3 clusters Score -2.965312e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 186855 members 
Entering Unmasked Estep 
Score: -29652580.000000 Penalty: 6036.317383
	Iteration 57Q: 3 clusters Score -2.965258e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 187580 members 
Entering Unmasked Estep 
Score: -29652148.000000 Penalty: 6036.317383
	Iteration 58Q: 3 clusters Score -2.965215e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 188132 members 
Entering Unmasked Estep 
Score: -29651784.000000 Penalty: 6036.317383
	Iteration 59Q: 3 clusters Score -2.965178e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 188518 members 
Entering Unmasked Estep 
Score: -29651902.000000 Penalty: 6036.317383
	Iteration 60F: 3 clusters Score -2.96519e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 189420 members 
Entering Unmasked Estep 
Score: -29651126.000000 Penalty: 6036.317383
	Iteration 61Q: 3 clusters Score -2.965113e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 190173 members 
Entering Unmasked Estep 
Score: -29650506.000000 Penalty: 6036.317383
	Iteration 62Q: 3 clusters Score -2.965051e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 190748 members 
Entering Unmasked Estep 
Score: -29650072.000000 Penalty: 6036.317383
	Iteration 63Q: 3 clusters Score -2.965007e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 191172 members 
Entering Unmasked Estep 
Score: -29649944.000000 Penalty: 6036.317383
	Iteration 64Q: 3 clusters Score -2.964994e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 191500 members 
Entering Unmasked Estep 
Score: -29649652.000000 Penalty: 6036.317383
	Iteration 65Q: 3 clusters Score -2.964965e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 191727 members 
Entering Unmasked Estep 
Score: -29649550.000000 Penalty: 6036.317383
	Iteration 66Q: 3 clusters Score -2.964955e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 191880 members 
Entering Unmasked Estep 
Score: -29649434.000000 Penalty: 6036.317383
	Iteration 67Q: 3 clusters Score -2.964943e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 191978 members 
Entering Unmasked Estep 
Score: -29649390.000000 Penalty: 6036.317383
	Iteration 68Q: 3 clusters Score -2.964939e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 192060 members 
Entering Unmasked Estep 
Score: -29649318.000000 Penalty: 6036.317383
	Iteration 69Q: 3 clusters Score -2.964932e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 192121 members 
Entering Unmasked Estep 
Score: -29649282.000000 Penalty: 6036.317383
	Iteration 70Q: 3 clusters Score -2.964928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 192171 members 
Entering Unmasked Estep 
Score: -29649248.000000 Penalty: 6036.317383
	Iteration 71Q: 3 clusters Score -2.964925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 192208 members 
Entering Unmasked Estep 
Score: -29649250.000000 Penalty: 6036.317383
	Iteration 72Q: 3 clusters Score -2.964925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 192243 members 
Entering Unmasked Estep 
Score: -29649192.000000 Penalty: 6036.317383
	Iteration 73Q: 3 clusters Score -2.964919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 192271 members 
Entering Unmasked Estep 
Score: -29649164.000000 Penalty: 6036.317383
	Iteration 74Q: 3 clusters Score -2.964916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 192292 members 
Entering Unmasked Estep 
Score: -29649176.000000 Penalty: 6036.317383
	Iteration 75Q: 3 clusters Score -2.964918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 192311 members 
Entering Unmasked Estep 
Score: -29649206.000000 Penalty: 6036.317383
	Iteration 76Q: 3 clusters Score -2.964921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 192329 members 
Entering Unmasked Estep 
Score: -29649192.000000 Penalty: 6036.317383
	Iteration 77Q: 3 clusters Score -2.964919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -29649176.000000 Penalty: 6036.317383
	Iteration 78Q: 3 clusters Score -2.964918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 192351 members 
Entering Unmasked Estep 
Score: -29649172.000000 Penalty: 6036.317383
	Iteration 79Q: 3 clusters Score -2.964917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 192362 members 
Entering Unmasked Estep 
Score: -29649174.000000 Penalty: 6036.317383
	Iteration 80F: 3 clusters Score -2.964917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -29649178.000000 Penalty: 6036.317383
	Iteration 81Q: 3 clusters Score -2.964918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -29649154.000000 Penalty: 6036.317383
	Iteration 82Q: 3 clusters Score -2.964915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 192378 members 
Entering Unmasked Estep 
Score: -29649152.000000 Penalty: 6036.317383
	Iteration 83Q: 3 clusters Score -2.964915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 192381 members 
Entering Unmasked Estep 
Score: -29649152.000000 Penalty: 6036.317383
	Iteration 84Q: 3 clusters Score -2.964915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 192382 members 
Entering Unmasked Estep 
Score: -29649136.000000 Penalty: 6036.317383
	Iteration 85Q: 3 clusters Score -2.964914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 192384 members 
Entering Unmasked Estep 
Score: -29649156.000000 Penalty: 6036.317383
	Iteration 86Q: 3 clusters Score -2.964916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -29649136.000000 Penalty: 6036.317383
	Iteration 87Q: 3 clusters Score -2.964914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -29649136.000000 Penalty: 6036.317383
	Iteration 88Q: 3 clusters Score -2.964914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 192391 members 
Entering Unmasked Estep 
Score: -29649144.000000 Penalty: 6036.317383
	Iteration 89Q: 3 clusters Score -2.964914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -29649124.000000 Penalty: 6036.317383
	Iteration 90Q: 3 clusters Score -2.964912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -29649148.000000 Penalty: 6036.317383
	Iteration 91Q: 3 clusters Score -2.964915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -29649148.000000 Penalty: 6036.317383
	Iteration 92F: 3 clusters Score -2.964915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -691741.500000 Penalty: 2083.307861
	Iteration 0F: 2 clusters Score -691741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -687586.375000 Penalty: 4166.615723
	Iteration 0F: 3 clusters Score -687586.4 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -688556.625000 Penalty: 4166.615723
	Iteration 1F: 3 clusters Score -688556.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -688728.750000 Penalty: 4166.615723
	Iteration 2F: 3 clusters Score -688728.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -688835.687500 Penalty: 4166.615723
	Iteration 3Q: 3 clusters Score -688835.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -688915.312500 Penalty: 4166.615723
	Iteration 4Q: 3 clusters Score -688915.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -688980.375000 Penalty: 4166.615723
	Iteration 5Q: 3 clusters Score -688980.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -689035.375000 Penalty: 4166.615723
	Iteration 6Q: 3 clusters Score -689035.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -689073.812500 Penalty: 4166.615723
	Iteration 7Q: 3 clusters Score -689073.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -689116.625000 Penalty: 4166.615723
	Iteration 8Q: 3 clusters Score -689116.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -689143.312500 Penalty: 4166.615723
	Iteration 9Q: 3 clusters Score -689143.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -689170.875000 Penalty: 4166.615723
	Iteration 10Q: 3 clusters Score -689170.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -689196.625000 Penalty: 4166.615723
	Iteration 11Q: 3 clusters Score -689196.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -689217.937500 Penalty: 4166.615723
	Iteration 12Q: 3 clusters Score -689217.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -689241.875000 Penalty: 4166.615723
	Iteration 13Q: 3 clusters Score -689241.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -689264.875000 Penalty: 4166.615723
	Iteration 14Q: 3 clusters Score -689264.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -689284.187500 Penalty: 4166.615723
	Iteration 15Q: 3 clusters Score -689284.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -689311.687500 Penalty: 4166.615723
	Iteration 16Q: 3 clusters Score -689311.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -689336.187500 Penalty: 4166.615723
	Iteration 17Q: 3 clusters Score -689336.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -689362.375000 Penalty: 4166.615723
	Iteration 18Q: 3 clusters Score -689362.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -689393.500000 Penalty: 4166.615723
	Iteration 19Q: 3 clusters Score -689393.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -689434.125000 Penalty: 4166.615723
	Iteration 20F: 3 clusters Score -689434.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -689471.062500 Penalty: 4166.615723
	Iteration 21Q: 3 clusters Score -689471.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -689515.500000 Penalty: 4166.615723
	Iteration 22Q: 3 clusters Score -689515.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -689562.000000 Penalty: 4166.615723
	Iteration 23Q: 3 clusters Score -689562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -689607.187500 Penalty: 4166.615723
	Iteration 24Q: 3 clusters Score -689607.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -689648.750000 Penalty: 4166.615723
	Iteration 25Q: 3 clusters Score -689648.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -689685.625000 Penalty: 4166.615723
	Iteration 26Q: 3 clusters Score -689685.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -689714.750000 Penalty: 4166.615723
	Iteration 27Q: 3 clusters Score -689714.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -689731.875000 Penalty: 4166.615723
	Iteration 28Q: 3 clusters Score -689731.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -689751.562500 Penalty: 4166.615723
	Iteration 29Q: 3 clusters Score -689751.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -689763.312500 Penalty: 4166.615723
	Iteration 30Q: 3 clusters Score -689763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -689773.812500 Penalty: 4166.615723
	Iteration 31Q: 3 clusters Score -689773.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -689784.062500 Penalty: 4166.615723
	Iteration 32Q: 3 clusters Score -689784.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -689795.375000 Penalty: 4166.615723
	Iteration 33Q: 3 clusters Score -689795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -689806.187500 Penalty: 4166.615723
	Iteration 34Q: 3 clusters Score -689806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -689816.812500 Penalty: 4166.615723
	Iteration 35Q: 3 clusters Score -689816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -689833.500000 Penalty: 4166.615723
	Iteration 36Q: 3 clusters Score -689833.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -689847.125000 Penalty: 4166.615723
	Iteration 37Q: 3 clusters Score -689847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -689855.750000 Penalty: 4166.615723
	Iteration 38Q: 3 clusters Score -689855.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -689858.937500 Penalty: 4166.615723
	Iteration 39Q: 3 clusters Score -689858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -689861.500000 Penalty: 4166.615723
	Iteration 40F: 3 clusters Score -689861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -689866.812500 Penalty: 4166.615723
	Iteration 41Q: 3 clusters Score -689866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -689870.187500 Penalty: 4166.615723
	Iteration 42Q: 3 clusters Score -689870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -689873.937500 Penalty: 4166.615723
	Iteration 43Q: 3 clusters Score -689873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -689877.125000 Penalty: 4166.615723
	Iteration 44Q: 3 clusters Score -689877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -689878.687500 Penalty: 4166.615723
	Iteration 45Q: 3 clusters Score -689878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -689878.687500 Penalty: 4166.615723
	Iteration 46F: 3 clusters Score -689878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Entering Unmasked Estep 
Score: -4773654.000000 Penalty: 2563.894531
	Iteration 0F: 2 clusters Score -4773654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4752503.000000 Penalty: 5127.789062
	Iteration 0F: 3 clusters Score -4752503 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4760414.500000 Penalty: 5127.789062
	Iteration 1F: 3 clusters Score -4760414 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4761597.000000 Penalty: 5127.789062
	Iteration 2F: 3 clusters Score -4761597 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4762979.500000 Penalty: 5127.789062
	Iteration 3F: 3 clusters Score -4762980 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4764379.000000 Penalty: 5127.789062
	Iteration 4F: 3 clusters Score -4764379 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4765613.500000 Penalty: 5127.789062
	Iteration 5F: 3 clusters Score -4765614 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4766513.500000 Penalty: 5127.789062
	Iteration 6F: 3 clusters Score -4766514 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4767192.500000 Penalty: 5127.789062
	Iteration 7Q: 3 clusters Score -4767192 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4767654.000000 Penalty: 5127.789062
	Iteration 8Q: 3 clusters Score -4767654 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4768041.500000 Penalty: 5127.789062
	Iteration 9Q: 3 clusters Score -4768042 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4768389.000000 Penalty: 5127.789062
	Iteration 10Q: 3 clusters Score -4768389 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -4768699.500000 Penalty: 5127.789062
	Iteration 11Q: 3 clusters Score -4768700 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -4769059.500000 Penalty: 5127.789062
	Iteration 12Q: 3 clusters Score -4769060 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -4769449.500000 Penalty: 5127.789062
	Iteration 13Q: 3 clusters Score -4769450 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -4769803.000000 Penalty: 5127.789062
	Iteration 14Q: 3 clusters Score -4769803 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4770140.500000 Penalty: 5127.789062
	Iteration 15Q: 3 clusters Score -4770140 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -4770405.000000 Penalty: 5127.789062
	Iteration 16Q: 3 clusters Score -4770405 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4770642.000000 Penalty: 5127.789062
	Iteration 17Q: 3 clusters Score -4770642 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4770871.000000 Penalty: 5127.789062
	Iteration 18Q: 3 clusters Score -4770871 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -4771026.500000 Penalty: 5127.789062
	Iteration 19Q: 3 clusters Score -4771026 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -4771167.500000 Penalty: 5127.789062
	Iteration 20F: 3 clusters Score -4771168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4771260.500000 Penalty: 5127.789062
	Iteration 21Q: 3 clusters Score -4771260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4771336.500000 Penalty: 5127.789062
	Iteration 22Q: 3 clusters Score -4771336 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4771416.000000 Penalty: 5127.789062
	Iteration 23Q: 3 clusters Score -4771416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4771449.000000 Penalty: 5127.789062
	Iteration 24Q: 3 clusters Score -4771449 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4771484.000000 Penalty: 5127.789062
	Iteration 25Q: 3 clusters Score -4771484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4771538.000000 Penalty: 5127.789062
	Iteration 26Q: 3 clusters Score -4771538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4771551.000000 Penalty: 5127.789062
	Iteration 27Q: 3 clusters Score -4771551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4771579.000000 Penalty: 5127.789062
	Iteration 28Q: 3 clusters Score -4771579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4771588.000000 Penalty: 5127.789062
	Iteration 29Q: 3 clusters Score -4771588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4771598.500000 Penalty: 5127.789062
	Iteration 30Q: 3 clusters Score -4771598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4771608.000000 Penalty: 5127.789062
	Iteration 31Q: 3 clusters Score -4771608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4771616.500000 Penalty: 5127.789062
	Iteration 32Q: 3 clusters Score -4771616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4771622.500000 Penalty: 5127.789062
	Iteration 33Q: 3 clusters Score -4771622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4771636.500000 Penalty: 5127.789062
	Iteration 34Q: 3 clusters Score -4771636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4771635.000000 Penalty: 5127.789062
	Iteration 35Q: 3 clusters Score -4771635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4771638.000000 Penalty: 5127.789062
	Iteration 36Q: 3 clusters Score -4771638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4771645.500000 Penalty: 5127.789062
	Iteration 37Q: 3 clusters Score -4771646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4771642.000000 Penalty: 5127.789062
	Iteration 38Q: 3 clusters Score -4771642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4771642.000000 Penalty: 5127.789062
	Iteration 39F: 3 clusters Score -4771642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -511577.718750 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -511577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -508046.406250 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -508046.4 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -508808.375000 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -508808.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -509009.843750 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -509009.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -509109.656250 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -509109.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -509176.000000 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -509176 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -509226.500000 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -509226.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -509262.593750 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -509262.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -509293.687500 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -509293.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -509311.875000 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -509311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -509325.718750 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -509325.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -509337.968750 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -509338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -509350.093750 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -509350.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -509357.781250 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -509357.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -509367.281250 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -509367.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -509374.718750 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -509374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -509381.875000 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -509381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -509387.125000 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -509387.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -509389.906250 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -509389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -509393.593750 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -509393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -509395.625000 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -509395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -509396.437500 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -509396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -509397.093750 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -509397.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -509397.093750 Penalty: 4037.017822
	Iteration 22F: 3 clusters Score -509397.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -462422.531250 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -462422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -459096.843750 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -459096.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -460005.875000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -460005.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -460624.125000 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -460624.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -461049.625000 Penalty: 3999.123047
	Iteration 3F: 3 clusters Score -461049.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -461303.343750 Penalty: 3999.123047
	Iteration 4F: 3 clusters Score -461303.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -461498.781250 Penalty: 3999.123047
	Iteration 5F: 3 clusters Score -461498.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -461619.500000 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -461619.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -461691.312500 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -461691.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -461740.656250 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -461740.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -461784.406250 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -461784.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -461812.625000 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -461812.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -461838.906250 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -461838.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -461853.937500 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -461853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -461862.437500 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -461862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -461867.625000 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -461867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -461871.500000 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -461871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -461873.718750 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -461873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -461876.062500 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -461876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -461877.250000 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -461877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -461878.781250 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -461878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -461882.218750 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -461882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -461885.000000 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -461885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -461885.406250 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -461885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -461886.812500 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -461886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -461886.625000 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -461886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -461886.625000 Penalty: 3999.123047
	Iteration 25F: 3 clusters Score -461886.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -4035661.500000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -4035662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4017350.750000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -4017351 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4023742.750000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -4023743 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4024177.250000 Penalty: 5051.710449
	Iteration 2Q: 3 clusters Score -4024177 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4024545.000000 Penalty: 5051.710449
	Iteration 3Q: 3 clusters Score -4024545 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4024877.500000 Penalty: 5051.710449
	Iteration 4Q: 3 clusters Score -4024878 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4025239.000000 Penalty: 5051.710449
	Iteration 5Q: 3 clusters Score -4025239 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4025648.500000 Penalty: 5051.710449
	Iteration 6Q: 3 clusters Score -4025648 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4026148.500000 Penalty: 5051.710449
	Iteration 7Q: 3 clusters Score -4026148 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -4026834.250000 Penalty: 5051.710449
	Iteration 8Q: 3 clusters Score -4026834 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4027693.000000 Penalty: 5051.710449
	Iteration 9F: 3 clusters Score -4027693 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4028781.750000 Penalty: 5051.710449
	Iteration 10F: 3 clusters Score -4028782 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4029894.250000 Penalty: 5051.710449
	Iteration 11F: 3 clusters Score -4029894 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4030855.500000 Penalty: 5051.710449
	Iteration 12Q: 3 clusters Score -4030856 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4031611.750000 Penalty: 5051.710449
	Iteration 13Q: 3 clusters Score -4031612 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4032196.000000 Penalty: 5051.710449
	Iteration 14Q: 3 clusters Score -4032196 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4032610.250000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -4032610 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4032895.500000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -4032896 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4033087.500000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -4033088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4033261.250000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -4033261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4033364.000000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -4033364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4033441.500000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -4033442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4033485.250000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -4033485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4033523.250000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -4033523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4033557.500000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -4033558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4033587.750000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -4033588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4033608.250000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -4033608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4033618.750000 Penalty: 5051.710449
	Iteration 26Q: 3 clusters Score -4033619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4033626.750000 Penalty: 5051.710449
	Iteration 27Q: 3 clusters Score -4033627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4033635.250000 Penalty: 5051.710449
	Iteration 28Q: 3 clusters Score -4033635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4033639.500000 Penalty: 5051.710449
	Iteration 29Q: 3 clusters Score -4033640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4033648.250000 Penalty: 5051.710449
	Iteration 30Q: 3 clusters Score -4033648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4033658.750000 Penalty: 5051.710449
	Iteration 31Q: 3 clusters Score -4033659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4033662.250000 Penalty: 5051.710449
	Iteration 32Q: 3 clusters Score -4033662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4033664.500000 Penalty: 5051.710449
	Iteration 33Q: 3 clusters Score -4033664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4033667.000000 Penalty: 5051.710449
	Iteration 34Q: 3 clusters Score -4033667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4033672.000000 Penalty: 5051.710449
	Iteration 35Q: 3 clusters Score -4033672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4033670.750000 Penalty: 5051.710449
	Iteration 36Q: 3 clusters Score -4033671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4033670.750000 Penalty: 5051.710449
	Iteration 37F: 3 clusters Score -4033671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1468894.125000 Penalty: 2277.554688
	Iteration 0F: 2 clusters Score -1468894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1461483.375000 Penalty: 4555.109375
	Iteration 0F: 3 clusters Score -1461483 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1463814.250000 Penalty: 4555.109375
	Iteration 1F: 3 clusters Score -1463814 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1464366.500000 Penalty: 4555.109375
	Iteration 2F: 3 clusters Score -1464366 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1464869.750000 Penalty: 4555.109375
	Iteration 3F: 3 clusters Score -1464870 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1465250.625000 Penalty: 4555.109375
	Iteration 4F: 3 clusters Score -1465251 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1465534.750000 Penalty: 4555.109375
	Iteration 5Q: 3 clusters Score -1465535 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1465774.375000 Penalty: 4555.109375
	Iteration 6Q: 3 clusters Score -1465774 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1465964.000000 Penalty: 4555.109375
	Iteration 7Q: 3 clusters Score -1465964 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1466154.750000 Penalty: 4555.109375
	Iteration 8Q: 3 clusters Score -1466155 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1466373.500000 Penalty: 4555.109375
	Iteration 9Q: 3 clusters Score -1466374 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1466574.000000 Penalty: 4555.109375
	Iteration 10Q: 3 clusters Score -1466574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1466762.000000 Penalty: 4555.109375
	Iteration 11Q: 3 clusters Score -1466762 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1466937.000000 Penalty: 4555.109375
	Iteration 12Q: 3 clusters Score -1466937 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1467082.500000 Penalty: 4555.109375
	Iteration 13Q: 3 clusters Score -1467082 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1467198.125000 Penalty: 4555.109375
	Iteration 14Q: 3 clusters Score -1467198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1467312.750000 Penalty: 4555.109375
	Iteration 15Q: 3 clusters Score -1467313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1467435.750000 Penalty: 4555.109375
	Iteration 16Q: 3 clusters Score -1467436 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1467548.125000 Penalty: 4555.109375
	Iteration 17Q: 3 clusters Score -1467548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1467670.750000 Penalty: 4555.109375
	Iteration 18Q: 3 clusters Score -1467671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1467792.250000 Penalty: 4555.109375
	Iteration 19Q: 3 clusters Score -1467792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1467904.750000 Penalty: 4555.109375
	Iteration 20F: 3 clusters Score -1467905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1467964.625000 Penalty: 4555.109375
	Iteration 21Q: 3 clusters Score -1467965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1468016.625000 Penalty: 4555.109375
	Iteration 22Q: 3 clusters Score -1468017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1468050.625000 Penalty: 4555.109375
	Iteration 23Q: 3 clusters Score -1468051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1468068.125000 Penalty: 4555.109375
	Iteration 24Q: 3 clusters Score -1468068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1468077.375000 Penalty: 4555.109375
	Iteration 25Q: 3 clusters Score -1468077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1468083.250000 Penalty: 4555.109375
	Iteration 26Q: 3 clusters Score -1468083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1468087.500000 Penalty: 4555.109375
	Iteration 27Q: 3 clusters Score -1468088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1468087.875000 Penalty: 4555.109375
	Iteration 28Q: 3 clusters Score -1468088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1468093.000000 Penalty: 4555.109375
	Iteration 29Q: 3 clusters Score -1468093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1468092.625000 Penalty: 4555.109375
	Iteration 30Q: 3 clusters Score -1468093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1468092.375000 Penalty: 4555.109375
	Iteration 31Q: 3 clusters Score -1468092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1468093.125000 Penalty: 4555.109375
	Iteration 32Q: 3 clusters Score -1468093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1468093.125000 Penalty: 4555.109375
	Iteration 33F: 3 clusters Score -1468093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -419426.843750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -419426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -416274.937500 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -416274.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -416873.281250 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -416873.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -416992.718750 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -416992.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -417076.218750 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -417076.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -417140.437500 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -417140.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -417186.281250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -417186.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -417216.625000 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -417216.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -417234.937500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -417234.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -417249.187500 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -417249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -417257.593750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -417257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -417263.875000 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -417263.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -417276.718750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -417276.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -417283.750000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -417283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417291.437500 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -417291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417292.125000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -417292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417292.125000 Penalty: 3940.819580
	Iteration 15F: 3 clusters Score -417292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -916710.500000 Penalty: 2163.562988
	Iteration 0F: 2 clusters Score -916710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -911544.187500 Penalty: 4327.125977
	Iteration 0F: 3 clusters Score -911544.2 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -912944.625000 Penalty: 4327.125977
	Iteration 1F: 3 clusters Score -912944.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -913211.312500 Penalty: 4327.125977
	Iteration 2F: 3 clusters Score -913211.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -913420.750000 Penalty: 4327.125977
	Iteration 3F: 3 clusters Score -913420.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -913594.187500 Penalty: 4327.125977
	Iteration 4Q: 3 clusters Score -913594.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -913760.187500 Penalty: 4327.125977
	Iteration 5Q: 3 clusters Score -913760.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -913947.312500 Penalty: 4327.125977
	Iteration 6Q: 3 clusters Score -913947.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -914102.562500 Penalty: 4327.125977
	Iteration 7Q: 3 clusters Score -914102.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -914229.500000 Penalty: 4327.125977
	Iteration 8Q: 3 clusters Score -914229.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -914344.250000 Penalty: 4327.125977
	Iteration 9Q: 3 clusters Score -914344.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -914466.250000 Penalty: 4327.125977
	Iteration 10Q: 3 clusters Score -914466.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -914585.000000 Penalty: 4327.125977
	Iteration 11Q: 3 clusters Score -914585 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -914701.375000 Penalty: 4327.125977
	Iteration 12Q: 3 clusters Score -914701.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -914819.000000 Penalty: 4327.125977
	Iteration 13Q: 3 clusters Score -914819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -914918.437500 Penalty: 4327.125977
	Iteration 14Q: 3 clusters Score -914918.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -915001.187500 Penalty: 4327.125977
	Iteration 15Q: 3 clusters Score -915001.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -915073.500000 Penalty: 4327.125977
	Iteration 16Q: 3 clusters Score -915073.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -915141.375000 Penalty: 4327.125977
	Iteration 17Q: 3 clusters Score -915141.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -915203.687500 Penalty: 4327.125977
	Iteration 18Q: 3 clusters Score -915203.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -915258.187500 Penalty: 4327.125977
	Iteration 19Q: 3 clusters Score -915258.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -915309.750000 Penalty: 4327.125977
	Iteration 20F: 3 clusters Score -915309.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -915345.500000 Penalty: 4327.125977
	Iteration 21Q: 3 clusters Score -915345.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -915377.625000 Penalty: 4327.125977
	Iteration 22Q: 3 clusters Score -915377.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -915402.375000 Penalty: 4327.125977
	Iteration 23Q: 3 clusters Score -915402.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -915424.812500 Penalty: 4327.125977
	Iteration 24Q: 3 clusters Score -915424.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -915442.687500 Penalty: 4327.125977
	Iteration 25Q: 3 clusters Score -915442.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -915462.375000 Penalty: 4327.125977
	Iteration 26Q: 3 clusters Score -915462.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -915482.062500 Penalty: 4327.125977
	Iteration 27Q: 3 clusters Score -915482.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -915493.125000 Penalty: 4327.125977
	Iteration 28Q: 3 clusters Score -915493.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -915498.125000 Penalty: 4327.125977
	Iteration 29Q: 3 clusters Score -915498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -915504.000000 Penalty: 4327.125977
	Iteration 30Q: 3 clusters Score -915504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -915507.375000 Penalty: 4327.125977
	Iteration 31Q: 3 clusters Score -915507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -915511.250000 Penalty: 4327.125977
	Iteration 32Q: 3 clusters Score -915511.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -915513.062500 Penalty: 4327.125977
	Iteration 33Q: 3 clusters Score -915513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -915515.000000 Penalty: 4327.125977
	Iteration 34Q: 3 clusters Score -915515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -915517.750000 Penalty: 4327.125977
	Iteration 35Q: 3 clusters Score -915517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -915519.250000 Penalty: 4327.125977
	Iteration 36Q: 3 clusters Score -915519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -915519.875000 Penalty: 4327.125977
	Iteration 37Q: 3 clusters Score -915519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -915520.375000 Penalty: 4327.125977
	Iteration 38Q: 3 clusters Score -915520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -915520.375000 Penalty: 4327.125977
	Iteration 39F: 3 clusters Score -915520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -456247.375000 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -456247.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -452980.062500 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -452980.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -453633.312500 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -453633.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -453814.218750 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -453814.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -453922.625000 Penalty: 3966.173340
	Iteration 3F: 3 clusters Score -453922.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -453979.187500 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -453979.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -454011.750000 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -454011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -454036.250000 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -454036.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -454054.531250 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -454054.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -454069.343750 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -454069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -454079.687500 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -454079.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -454090.625000 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -454090.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -454097.468750 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -454097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -454105.312500 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -454105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -454110.406250 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -454110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -454116.531250 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -454116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -454119.000000 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -454119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -454122.718750 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -454122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -454127.125000 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -454127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -454128.875000 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -454128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -454131.375000 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -454131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -454133.281250 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -454133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -454136.062500 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -454136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -454140.312500 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -454140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -454143.125000 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -454143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -454147.312500 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -454147.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -454149.906250 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -454149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -454152.031250 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -454152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -454154.781250 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -454154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -454155.812500 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -454155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -454159.562500 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -454159.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -454161.312500 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -454161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -454161.593750 Penalty: 3966.173340
	Iteration 31Q: 3 clusters Score -454161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -454163.718750 Penalty: 3966.173340
	Iteration 32Q: 3 clusters Score -454163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -454165.281250 Penalty: 3966.173340
	Iteration 33Q: 3 clusters Score -454165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -454166.156250 Penalty: 3966.173340
	Iteration 34Q: 3 clusters Score -454166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -454167.156250 Penalty: 3966.173340
	Iteration 35Q: 3 clusters Score -454167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -454168.000000 Penalty: 3966.173340
	Iteration 36Q: 3 clusters Score -454168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -454169.406250 Penalty: 3966.173340
	Iteration 37Q: 3 clusters Score -454169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -454169.406250 Penalty: 3966.173340
	Iteration 38F: 3 clusters Score -454169.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -749950.250000 Penalty: 2118.581299
	Iteration 0F: 2 clusters Score -749950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -745393.125000 Penalty: 4237.162598
	Iteration 0F: 3 clusters Score -745393.1 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -746504.687500 Penalty: 4237.162598
	Iteration 1F: 3 clusters Score -746504.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -746971.687500 Penalty: 4237.162598
	Iteration 2F: 3 clusters Score -746971.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -747529.062500 Penalty: 4237.162598
	Iteration 3F: 3 clusters Score -747529.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -748176.500000 Penalty: 4237.162598
	Iteration 4F: 3 clusters Score -748176.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -748788.250000 Penalty: 4237.162598
	Iteration 5F: 3 clusters Score -748788.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -749159.750000 Penalty: 4237.162598
	Iteration 6F: 3 clusters Score -749159.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -749300.000000 Penalty: 4237.162598
	Iteration 7Q: 3 clusters Score -749300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749350.187500 Penalty: 4237.162598
	Iteration 8Q: 3 clusters Score -749350.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749372.187500 Penalty: 4237.162598
	Iteration 9Q: 3 clusters Score -749372.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749385.125000 Penalty: 4237.162598
	Iteration 10Q: 3 clusters Score -749385.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -749391.750000 Penalty: 4237.162598
	Iteration 11Q: 3 clusters Score -749391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749396.500000 Penalty: 4237.162598
	Iteration 12Q: 3 clusters Score -749396.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -749399.812500 Penalty: 4237.162598
	Iteration 13Q: 3 clusters Score -749399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -749404.500000 Penalty: 4237.162598
	Iteration 14Q: 3 clusters Score -749404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -749406.375000 Penalty: 4237.162598
	Iteration 15Q: 3 clusters Score -749406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -749407.750000 Penalty: 4237.162598
	Iteration 16Q: 3 clusters Score -749407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749407.125000 Penalty: 4237.162598
	Iteration 17Q: 3 clusters Score -749407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749409.875000 Penalty: 4237.162598
	Iteration 18Q: 3 clusters Score -749409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -749410.312500 Penalty: 4237.162598
	Iteration 19Q: 3 clusters Score -749410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -749411.375000 Penalty: 4237.162598
	Iteration 20F: 3 clusters Score -749411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -749413.625000 Penalty: 4237.162598
	Iteration 21Q: 3 clusters Score -749413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -749413.437500 Penalty: 4237.162598
	Iteration 22Q: 3 clusters Score -749413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -749415.750000 Penalty: 4237.162598
	Iteration 23Q: 3 clusters Score -749415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -749416.375000 Penalty: 4237.162598
	Iteration 24Q: 3 clusters Score -749416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -749417.500000 Penalty: 4237.162598
	Iteration 25Q: 3 clusters Score -749417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -749418.687500 Penalty: 4237.162598
	Iteration 26Q: 3 clusters Score -749418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -749419.750000 Penalty: 4237.162598
	Iteration 27Q: 3 clusters Score -749419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -749419.750000 Penalty: 4237.162598
	Iteration 28F: 3 clusters Score -749419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Entering Unmasked Estep 
Score: -3472923.000000 Penalty: 2489.840088
	Iteration 0F: 2 clusters Score -3472923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3456921.500000 Penalty: 4979.680176
	Iteration 0F: 3 clusters Score -3456922 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3462487.750000 Penalty: 4979.680176
	Iteration 1F: 3 clusters Score -3462488 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3462997.250000 Penalty: 4979.680176
	Iteration 2F: 3 clusters Score -3462997 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3463517.750000 Penalty: 4979.680176
	Iteration 3F: 3 clusters Score -3463518 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3463996.500000 Penalty: 4979.680176
	Iteration 4F: 3 clusters Score -3463996 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3464571.500000 Penalty: 4979.680176
	Iteration 5Q: 3 clusters Score -3464572 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3465253.250000 Penalty: 4979.680176
	Iteration 6F: 3 clusters Score -3465253 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3466086.500000 Penalty: 4979.680176
	Iteration 7F: 3 clusters Score -3466086 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3466958.250000 Penalty: 4979.680176
	Iteration 8F: 3 clusters Score -3466958 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3467955.750000 Penalty: 4979.680176
	Iteration 9F: 3 clusters Score -3467956 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3468873.000000 Penalty: 4979.680176
	Iteration 10F: 3 clusters Score -3468873 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3469535.750000 Penalty: 4979.680176
	Iteration 11Q: 3 clusters Score -3469536 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3469973.250000 Penalty: 4979.680176
	Iteration 12Q: 3 clusters Score -3469973 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3470227.750000 Penalty: 4979.680176
	Iteration 13Q: 3 clusters Score -3470228 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3470389.500000 Penalty: 4979.680176
	Iteration 14Q: 3 clusters Score -3470390 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3470522.000000 Penalty: 4979.680176
	Iteration 15Q: 3 clusters Score -3470522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3470641.000000 Penalty: 4979.680176
	Iteration 16Q: 3 clusters Score -3470641 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3470707.500000 Penalty: 4979.680176
	Iteration 17Q: 3 clusters Score -3470708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3470745.250000 Penalty: 4979.680176
	Iteration 18Q: 3 clusters Score -3470745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3470772.000000 Penalty: 4979.680176
	Iteration 19Q: 3 clusters Score -3470772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3470809.000000 Penalty: 4979.680176
	Iteration 20F: 3 clusters Score -3470809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3470823.500000 Penalty: 4979.680176
	Iteration 21Q: 3 clusters Score -3470824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3470838.500000 Penalty: 4979.680176
	Iteration 22Q: 3 clusters Score -3470838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3470854.750000 Penalty: 4979.680176
	Iteration 23Q: 3 clusters Score -3470855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3470874.750000 Penalty: 4979.680176
	Iteration 24Q: 3 clusters Score -3470875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3470880.000000 Penalty: 4979.680176
	Iteration 25Q: 3 clusters Score -3470880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3470881.750000 Penalty: 4979.680176
	Iteration 26Q: 3 clusters Score -3470882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3470890.250000 Penalty: 4979.680176
	Iteration 27Q: 3 clusters Score -3470890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3470890.250000 Penalty: 4979.680176
	Iteration 28Q: 3 clusters Score -3470890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3470894.000000 Penalty: 4979.680176
	Iteration 29Q: 3 clusters Score -3470894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3470894.000000 Penalty: 4979.680176
	Iteration 30F: 3 clusters Score -3470894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -549917.437500 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -549917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -545923.250000 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -545923.2 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -547034.625000 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -547034.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -547446.500000 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -547446.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -547767.937500 Penalty: 4141.109863
	Iteration 3F: 3 clusters Score -547767.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -548040.625000 Penalty: 4141.109863
	Iteration 4F: 3 clusters Score -548040.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -548368.562500 Penalty: 4141.109863
	Iteration 5F: 3 clusters Score -548368.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -548652.125000 Penalty: 4141.109863
	Iteration 6F: 3 clusters Score -548652.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -548859.187500 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -548859.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -549005.375000 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -549005.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -549120.500000 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -549120.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -549215.437500 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -549215.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -549293.437500 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -549293.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -549357.687500 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -549357.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -549421.625000 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -549421.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -549479.750000 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -549479.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -549520.812500 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -549520.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -549551.812500 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -549551.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -549570.250000 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -549570.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -549584.000000 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -549584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -549596.375000 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -549596.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -549608.125000 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -549608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -549617.937500 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -549617.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -549626.625000 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -549626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -549632.562500 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -549632.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -549642.500000 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -549642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -549664.500000 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -549664.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -549685.000000 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -549685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -549696.062500 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -549696.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -549703.500000 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -549703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -549711.500000 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -549711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -549718.000000 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -549718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -549721.812500 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -549721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -549726.125000 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -549726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -549733.375000 Penalty: 4141.109863
	Iteration 33Q: 3 clusters Score -549733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -549735.062500 Penalty: 4141.109863
	Iteration 34Q: 3 clusters Score -549735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -549736.562500 Penalty: 4141.109863
	Iteration 35Q: 3 clusters Score -549736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -549737.937500 Penalty: 4141.109863
	Iteration 36Q: 3 clusters Score -549737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -549740.375000 Penalty: 4141.109863
	Iteration 37Q: 3 clusters Score -549740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -549743.812500 Penalty: 4141.109863
	Iteration 38Q: 3 clusters Score -549743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -549747.500000 Penalty: 4141.109863
	Iteration 39Q: 3 clusters Score -549747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -549750.937500 Penalty: 4141.109863
	Iteration 40F: 3 clusters Score -549750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -549754.000000 Penalty: 4141.109863
	Iteration 41Q: 3 clusters Score -549754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -549755.375000 Penalty: 4141.109863
	Iteration 42Q: 3 clusters Score -549755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -549756.250000 Penalty: 4141.109863
	Iteration 43Q: 3 clusters Score -549756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -549758.562500 Penalty: 4141.109863
	Iteration 44Q: 3 clusters Score -549758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -549757.875000 Penalty: 4141.109863
	Iteration 45Q: 3 clusters Score -549757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -549758.375000 Penalty: 4141.109863
	Iteration 46Q: 3 clusters Score -549758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -549758.625000 Penalty: 4141.109863
	Iteration 47Q: 3 clusters Score -549758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -549761.625000 Penalty: 4141.109863
	Iteration 48Q: 3 clusters Score -549761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -549762.375000 Penalty: 4141.109863
	Iteration 49Q: 3 clusters Score -549762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -549762.500000 Penalty: 4141.109863
	Iteration 50Q: 3 clusters Score -549762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -549762.500000 Penalty: 4141.109863
	Iteration 51F: 3 clusters Score -549762.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -2305733.750000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -2305734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2294201.500000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -2294202 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2298211.000000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -2298211 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2298889.500000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -2298890 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2299532.250000 Penalty: 4803.800781
	Iteration 3F: 3 clusters Score -2299532 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2300103.250000 Penalty: 4803.800781
	Iteration 4F: 3 clusters Score -2300103 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2300560.250000 Penalty: 4803.800781
	Iteration 5F: 3 clusters Score -2300560 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2300893.500000 Penalty: 4803.800781
	Iteration 6Q: 3 clusters Score -2300894 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2301165.500000 Penalty: 4803.800781
	Iteration 7Q: 3 clusters Score -2301166 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2301425.750000 Penalty: 4803.800781
	Iteration 8Q: 3 clusters Score -2301426 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2301623.500000 Penalty: 4803.800781
	Iteration 9Q: 3 clusters Score -2301624 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2301788.500000 Penalty: 4803.800781
	Iteration 10Q: 3 clusters Score -2301788 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2301942.000000 Penalty: 4803.800781
	Iteration 11Q: 3 clusters Score -2301942 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2302074.500000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -2302074 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2302206.500000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -2302206 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2302383.250000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -2302383 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2302571.500000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -2302572 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2302758.750000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -2302759 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2302947.250000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -2302947 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2303137.750000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -2303138 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2303354.500000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -2303354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2303564.000000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -2303564 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2303766.500000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -2303766 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2303889.250000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -2303889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2303962.000000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -2303962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2304026.250000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -2304026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2304085.000000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -2304085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2304132.500000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -2304132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2304167.000000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -2304167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2304197.250000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -2304197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2304222.750000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -2304223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2304251.250000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -2304251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2304283.000000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -2304283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2304311.000000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -2304311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2304330.500000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -2304330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2304351.250000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -2304351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2304374.500000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -2304374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2304394.250000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -2304394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2304407.750000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -2304408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2304416.500000 Penalty: 4803.800781
	Iteration 38Q: 3 clusters Score -2304416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2304426.750000 Penalty: 4803.800781
	Iteration 39Q: 3 clusters Score -2304427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2304437.500000 Penalty: 4803.800781
	Iteration 40F: 3 clusters Score -2304438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2304446.750000 Penalty: 4803.800781
	Iteration 41Q: 3 clusters Score -2304447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2304451.500000 Penalty: 4803.800781
	Iteration 42Q: 3 clusters Score -2304452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2304456.500000 Penalty: 4803.800781
	Iteration 43Q: 3 clusters Score -2304456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2304465.000000 Penalty: 4803.800781
	Iteration 44Q: 3 clusters Score -2304465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2304467.500000 Penalty: 4803.800781
	Iteration 45Q: 3 clusters Score -2304468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2304469.000000 Penalty: 4803.800781
	Iteration 46Q: 3 clusters Score -2304469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2304472.000000 Penalty: 4803.800781
	Iteration 47Q: 3 clusters Score -2304472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2304473.250000 Penalty: 4803.800781
	Iteration 48Q: 3 clusters Score -2304473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2304470.750000 Penalty: 4803.800781
	Iteration 49Q: 3 clusters Score -2304471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2304473.500000 Penalty: 4803.800781
	Iteration 50Q: 3 clusters Score -2304474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2304475.250000 Penalty: 4803.800781
	Iteration 51Q: 3 clusters Score -2304475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2304475.750000 Penalty: 4803.800781
	Iteration 52Q: 3 clusters Score -2304476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2304475.750000 Penalty: 4803.800781
	Iteration 53F: 3 clusters Score -2304476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Entering Unmasked Estep 
Score: -2316090.750000 Penalty: 2388.085938
	Iteration 0F: 2 clusters Score -2316091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2305076.500000 Penalty: 4776.171875
	Iteration 0F: 3 clusters Score -2305076 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2308572.500000 Penalty: 4776.171875
	Iteration 1F: 3 clusters Score -2308572 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2308975.750000 Penalty: 4776.171875
	Iteration 2F: 3 clusters Score -2308976 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2309341.000000 Penalty: 4776.171875
	Iteration 3F: 3 clusters Score -2309341 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2309707.750000 Penalty: 4776.171875
	Iteration 4Q: 3 clusters Score -2309708 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2310199.500000 Penalty: 4776.171875
	Iteration 5F: 3 clusters Score -2310200 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2310929.000000 Penalty: 4776.171875
	Iteration 6F: 3 clusters Score -2310929 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2311903.000000 Penalty: 4776.171875
	Iteration 7F: 3 clusters Score -2311903 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2312837.500000 Penalty: 4776.171875
	Iteration 8F: 3 clusters Score -2312838 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2313511.250000 Penalty: 4776.171875
	Iteration 9F: 3 clusters Score -2313511 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2313917.500000 Penalty: 4776.171875
	Iteration 10Q: 3 clusters Score -2313918 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2314161.750000 Penalty: 4776.171875
	Iteration 11Q: 3 clusters Score -2314162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2314318.750000 Penalty: 4776.171875
	Iteration 12Q: 3 clusters Score -2314319 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2314417.500000 Penalty: 4776.171875
	Iteration 13Q: 3 clusters Score -2314418 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2314472.750000 Penalty: 4776.171875
	Iteration 14Q: 3 clusters Score -2314473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2314530.250000 Penalty: 4776.171875
	Iteration 15Q: 3 clusters Score -2314530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2314561.000000 Penalty: 4776.171875
	Iteration 16Q: 3 clusters Score -2314561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2314582.000000 Penalty: 4776.171875
	Iteration 17Q: 3 clusters Score -2314582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2314591.250000 Penalty: 4776.171875
	Iteration 18Q: 3 clusters Score -2314591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2314608.000000 Penalty: 4776.171875
	Iteration 19Q: 3 clusters Score -2314608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2314619.000000 Penalty: 4776.171875
	Iteration 20F: 3 clusters Score -2314619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2314626.750000 Penalty: 4776.171875
	Iteration 21Q: 3 clusters Score -2314627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2314634.000000 Penalty: 4776.171875
	Iteration 22Q: 3 clusters Score -2314634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2314646.000000 Penalty: 4776.171875
	Iteration 23Q: 3 clusters Score -2314646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2314651.000000 Penalty: 4776.171875
	Iteration 24Q: 3 clusters Score -2314651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2314661.750000 Penalty: 4776.171875
	Iteration 25Q: 3 clusters Score -2314662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2314667.500000 Penalty: 4776.171875
	Iteration 26Q: 3 clusters Score -2314668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2314677.250000 Penalty: 4776.171875
	Iteration 27Q: 3 clusters Score -2314677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2314678.000000 Penalty: 4776.171875
	Iteration 28Q: 3 clusters Score -2314678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2314687.000000 Penalty: 4776.171875
	Iteration 29Q: 3 clusters Score -2314687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2314698.250000 Penalty: 4776.171875
	Iteration 30Q: 3 clusters Score -2314698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2314709.750000 Penalty: 4776.171875
	Iteration 31Q: 3 clusters Score -2314710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2314725.500000 Penalty: 4776.171875
	Iteration 32Q: 3 clusters Score -2314726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2314735.500000 Penalty: 4776.171875
	Iteration 33Q: 3 clusters Score -2314736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2314747.750000 Penalty: 4776.171875
	Iteration 34Q: 3 clusters Score -2314748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2314764.500000 Penalty: 4776.171875
	Iteration 35Q: 3 clusters Score -2314764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2314801.000000 Penalty: 4776.171875
	Iteration 36Q: 3 clusters Score -2314801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2314831.750000 Penalty: 4776.171875
	Iteration 37Q: 3 clusters Score -2314832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2314862.750000 Penalty: 4776.171875
	Iteration 38Q: 3 clusters Score -2314863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2314911.750000 Penalty: 4776.171875
	Iteration 39Q: 3 clusters Score -2314912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2314985.500000 Penalty: 4776.171875
	Iteration 40F: 3 clusters Score -2314986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2315094.250000 Penalty: 4776.171875
	Iteration 41Q: 3 clusters Score -2315094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2315256.500000 Penalty: 4776.171875
	Iteration 42Q: 3 clusters Score -2315256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2315327.750000 Penalty: 4776.171875
	Iteration 43Q: 3 clusters Score -2315328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2315365.750000 Penalty: 4776.171875
	Iteration 44Q: 3 clusters Score -2315366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2315380.500000 Penalty: 4776.171875
	Iteration 45Q: 3 clusters Score -2315380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2315392.500000 Penalty: 4776.171875
	Iteration 46Q: 3 clusters Score -2315392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2315400.250000 Penalty: 4776.171875
	Iteration 47Q: 3 clusters Score -2315400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2315405.750000 Penalty: 4776.171875
	Iteration 48Q: 3 clusters Score -2315406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2315407.750000 Penalty: 4776.171875
	Iteration 49Q: 3 clusters Score -2315408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2315406.250000 Penalty: 4776.171875
	Iteration 50Q: 3 clusters Score -2315406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2315405.500000 Penalty: 4776.171875
	Iteration 51Q: 3 clusters Score -2315406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2315405.500000 Penalty: 4776.171875
	Iteration 52F: 3 clusters Score -2315406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -321315.343750 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -321315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -318587.687500 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -318587.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -319032.250000 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -319032.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -319144.000000 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -319144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319204.312500 Penalty: 3802.910400
	Iteration 3Q: 3 clusters Score -319204.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -319248.531250 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -319248.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -319274.500000 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -319274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -319292.593750 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -319292.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -319305.062500 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -319305.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -319316.625000 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -319316.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -319328.968750 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -319329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -319341.125000 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -319341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -319354.968750 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -319355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -319370.781250 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -319370.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -319381.687500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -319381.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -319393.000000 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -319393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -319401.750000 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -319401.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -319414.218750 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -319414.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -319424.750000 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -319424.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319436.687500 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -319436.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -319450.843750 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -319450.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -319467.906250 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -319467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -319481.843750 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -319481.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -319502.312500 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -319502.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319530.625000 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -319530.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -319548.906250 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -319548.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -319563.843750 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -319563.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -319585.312500 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -319585.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -319607.875000 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -319607.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -319624.156250 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -319624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -319631.937500 Penalty: 3802.910400
	Iteration 29Q: 3 clusters Score -319631.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -319640.000000 Penalty: 3802.910400
	Iteration 30Q: 3 clusters Score -319640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -319648.593750 Penalty: 3802.910400
	Iteration 31Q: 3 clusters Score -319648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319656.093750 Penalty: 3802.910400
	Iteration 32Q: 3 clusters Score -319656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -319661.937500 Penalty: 3802.910400
	Iteration 33Q: 3 clusters Score -319661.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319666.375000 Penalty: 3802.910400
	Iteration 34Q: 3 clusters Score -319666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -319672.218750 Penalty: 3802.910400
	Iteration 35Q: 3 clusters Score -319672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -319678.187500 Penalty: 3802.910400
	Iteration 36Q: 3 clusters Score -319678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -319684.937500 Penalty: 3802.910400
	Iteration 37Q: 3 clusters Score -319684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -319691.281250 Penalty: 3802.910400
	Iteration 38Q: 3 clusters Score -319691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319704.125000 Penalty: 3802.910400
	Iteration 39Q: 3 clusters Score -319704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -319712.031250 Penalty: 3802.910400
	Iteration 40F: 3 clusters Score -319712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -319718.812500 Penalty: 3802.910400
	Iteration 41Q: 3 clusters Score -319718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -319727.656250 Penalty: 3802.910400
	Iteration 42Q: 3 clusters Score -319727.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -319740.593750 Penalty: 3802.910400
	Iteration 43Q: 3 clusters Score -319740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -319759.062500 Penalty: 3802.910400
	Iteration 44Q: 3 clusters Score -319759.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -319775.218750 Penalty: 3802.910400
	Iteration 45Q: 3 clusters Score -319775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -319792.593750 Penalty: 3802.910400
	Iteration 46Q: 3 clusters Score -319792.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -319812.062500 Penalty: 3802.910400
	Iteration 47Q: 3 clusters Score -319812.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -319831.593750 Penalty: 3802.910400
	Iteration 48Q: 3 clusters Score -319831.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -319849.968750 Penalty: 3802.910400
	Iteration 49Q: 3 clusters Score -319850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -319871.156250 Penalty: 3802.910400
	Iteration 50Q: 3 clusters Score -319871.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -319892.093750 Penalty: 3802.910400
	Iteration 51Q: 3 clusters Score -319892.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -319912.375000 Penalty: 3802.910400
	Iteration 52Q: 3 clusters Score -319912.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -319931.000000 Penalty: 3802.910400
	Iteration 53Q: 3 clusters Score -319931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -319943.062500 Penalty: 3802.910400
	Iteration 54Q: 3 clusters Score -319943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -319951.750000 Penalty: 3802.910400
	Iteration 55Q: 3 clusters Score -319951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -319961.937500 Penalty: 3802.910400
	Iteration 56Q: 3 clusters Score -319961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -319968.468750 Penalty: 3802.910400
	Iteration 57Q: 3 clusters Score -319968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -319972.500000 Penalty: 3802.910400
	Iteration 58Q: 3 clusters Score -319972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -319977.781250 Penalty: 3802.910400
	Iteration 59Q: 3 clusters Score -319977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -319983.906250 Penalty: 3802.910400
	Iteration 60F: 3 clusters Score -319983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -319987.125000 Penalty: 3802.910400
	Iteration 61Q: 3 clusters Score -319987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -319989.781250 Penalty: 3802.910400
	Iteration 62Q: 3 clusters Score -319989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -319990.968750 Penalty: 3802.910400
	Iteration 63Q: 3 clusters Score -319991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -319991.656250 Penalty: 3802.910400
	Iteration 64Q: 3 clusters Score -319991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -319991.656250 Penalty: 3802.910400
	Iteration 65F: 3 clusters Score -319991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -110110.484375 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -110110.5 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 405 members 
Entering Unmasked Estep 
Score: -108299.828125 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -108299.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108638.054688 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -108638.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108856.593750 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -108856.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109057.320312 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -109057.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109297.101562 Penalty: 3325.996826
	Iteration 4F: 3 clusters Score -109297.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109441.265625 Penalty: 3325.996826
	Iteration 5F: 3 clusters Score -109441.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109502.820312 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -109502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109522.390625 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -109522.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109532.429688 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -109532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109545.148438 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -109545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109547.929688 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -109547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -109555.718750 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -109555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109562.734375 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -109562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109570.859375 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -109570.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109575.757812 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -109575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109578.820312 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -109578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109584.625000 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -109584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109595.578125 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -109595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109630.929688 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -109630.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109679.804688 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -109679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109726.046875 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -109726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109775.609375 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -109775.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109812.656250 Penalty: 3325.996826
	Iteration 22Q: 3 clusters Score -109812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109838.789062 Penalty: 3325.996826
	Iteration 23Q: 3 clusters Score -109838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109853.187500 Penalty: 3325.996826
	Iteration 24Q: 3 clusters Score -109853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109868.046875 Penalty: 3325.996826
	Iteration 25Q: 3 clusters Score -109868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -109883.382812 Penalty: 3325.996826
	Iteration 26Q: 3 clusters Score -109883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109910.718750 Penalty: 3325.996826
	Iteration 27Q: 3 clusters Score -109910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109929.164062 Penalty: 3325.996826
	Iteration 28Q: 3 clusters Score -109929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109945.054688 Penalty: 3325.996826
	Iteration 29Q: 3 clusters Score -109945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109969.437500 Penalty: 3325.996826
	Iteration 30Q: 3 clusters Score -109969.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110004.929688 Penalty: 3325.996826
	Iteration 31Q: 3 clusters Score -110004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110022.632812 Penalty: 3325.996826
	Iteration 32Q: 3 clusters Score -110022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110037.921875 Penalty: 3325.996826
	Iteration 33Q: 3 clusters Score -110037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110069.937500 Penalty: 3325.996826
	Iteration 34Q: 3 clusters Score -110069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110142.171875 Penalty: 3325.996826
	Iteration 35Q: 3 clusters Score -110142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110193.375000 Penalty: 3325.996826
	Iteration 36Q: 3 clusters Score -110193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110215.273438 Penalty: 3325.996826
	Iteration 37Q: 3 clusters Score -110215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110229.031250 Penalty: 3325.996826
	Iteration 38Q: 3 clusters Score -110229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110234.992188 Penalty: 3325.996826
	Iteration 39Q: 3 clusters Score -110235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110268.664062 Penalty: 3325.996826
	Iteration 40F: 3 clusters Score -110268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110323.429688 Penalty: 3325.996826
	Iteration 41Q: 3 clusters Score -110323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110330.343750 Penalty: 3325.996826
	Iteration 42Q: 3 clusters Score -110330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110332.250000 Penalty: 3325.996826
	Iteration 43Q: 3 clusters Score -110332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110332.250000 Penalty: 3325.996826
	Iteration 44F: 3 clusters Score -110332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 192913 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22918 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16076 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 38615 members 
Mstep: Class 24 contains 4120 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 11129 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 27256 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 152338 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 232 members 
Mstep: Class 42 contains 511 members 
Entering Unmasked Estep 
Score: -104140296.000000 Penalty: 140150.937500
Splitting cluster 18 changes total score from -104142568.000000 to -104140296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -344457.750000 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -344457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -341666.843750 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -341666.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -342207.656250 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -342207.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -342417.750000 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -342417.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -342607.125000 Penalty: 3829.349121
	Iteration 3F: 3 clusters Score -342607.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -342886.218750 Penalty: 3829.349121
	Iteration 4F: 3 clusters Score -342886.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -343146.406250 Penalty: 3829.349121
	Iteration 5F: 3 clusters Score -343146.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343302.593750 Penalty: 3829.349121
	Iteration 6F: 3 clusters Score -343302.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -343425.000000 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -343425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -343505.656250 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -343505.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -343566.718750 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -343566.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -343618.687500 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -343618.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -343652.875000 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -343652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -343675.187500 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -343675.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -343693.593750 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -343693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -343701.375000 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -343701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -343706.156250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -343706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -343708.937500 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -343708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -343714.000000 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -343714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -343724.812500 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -343724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -343736.187500 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -343736.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -343749.281250 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -343749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -343757.718750 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -343757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -343762.593750 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -343762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -343763.531250 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -343763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -343765.625000 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -343765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -343768.250000 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -343768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -343768.250000 Penalty: 3829.349121
	Iteration 26F: 3 clusters Score -343768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -20004.759766 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -20004.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19040.875000 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19040.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19138.216797 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19138.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19167.371094 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19167.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19167.371094 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -19167.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -340959.937500 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -340959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -338055.500000 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -338055.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -338635.750000 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -338635.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -338833.125000 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -338833.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338960.375000 Penalty: 3866.844971
	Iteration 3F: 3 clusters Score -338960.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -339041.625000 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -339041.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -339145.468750 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -339145.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -339218.156250 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -339218.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -339279.125000 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -339279.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -339318.718750 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -339318.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -339356.625000 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -339356.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -339393.156250 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -339393.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -339431.625000 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -339431.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -339469.531250 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -339469.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -339504.500000 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -339504.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -339543.968750 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -339544 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -339600.625000 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -339600.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -339670.687500 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -339670.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -339747.625000 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -339747.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -339799.031250 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -339799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -339853.218750 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -339853.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -339878.531250 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -339878.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -339900.125000 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -339900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -339916.031250 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -339916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -339924.718750 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -339924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -339933.406250 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -339933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -339951.406250 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -339951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -339968.281250 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -339968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -339986.843750 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -339986.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -340001.562500 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -340001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -340009.781250 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -340009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -340016.187500 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -340016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -340018.906250 Penalty: 3866.844971
	Iteration 31Q: 3 clusters Score -340018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -340020.281250 Penalty: 3866.844971
	Iteration 32Q: 3 clusters Score -340020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -340021.812500 Penalty: 3866.844971
	Iteration 33Q: 3 clusters Score -340021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -340022.468750 Penalty: 3866.844971
	Iteration 34Q: 3 clusters Score -340022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340022.812500 Penalty: 3866.844971
	Iteration 35Q: 3 clusters Score -340022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -340022.812500 Penalty: 3866.844971
	Iteration 36F: 3 clusters Score -340022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -646864.000000 Penalty: 2083.196289
	Iteration 0F: 2 clusters Score -646864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -642687.312500 Penalty: 4166.392578
	Iteration 0F: 3 clusters Score -642687.3 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -643668.125000 Penalty: 4166.392578
	Iteration 1F: 3 clusters Score -643668.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -643866.375000 Penalty: 4166.392578
	Iteration 2F: 3 clusters Score -643866.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -643986.250000 Penalty: 4166.392578
	Iteration 3Q: 3 clusters Score -643986.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -644051.812500 Penalty: 4166.392578
	Iteration 4Q: 3 clusters Score -644051.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -644097.312500 Penalty: 4166.392578
	Iteration 5Q: 3 clusters Score -644097.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -644131.437500 Penalty: 4166.392578
	Iteration 6Q: 3 clusters Score -644131.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -644151.687500 Penalty: 4166.392578
	Iteration 7Q: 3 clusters Score -644151.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -644171.437500 Penalty: 4166.392578
	Iteration 8Q: 3 clusters Score -644171.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -644186.500000 Penalty: 4166.392578
	Iteration 9Q: 3 clusters Score -644186.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -644201.625000 Penalty: 4166.392578
	Iteration 10Q: 3 clusters Score -644201.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -644214.875000 Penalty: 4166.392578
	Iteration 11Q: 3 clusters Score -644214.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -644228.750000 Penalty: 4166.392578
	Iteration 12Q: 3 clusters Score -644228.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -644241.000000 Penalty: 4166.392578
	Iteration 13Q: 3 clusters Score -644241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -644258.000000 Penalty: 4166.392578
	Iteration 14Q: 3 clusters Score -644258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -644273.125000 Penalty: 4166.392578
	Iteration 15Q: 3 clusters Score -644273.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -644284.812500 Penalty: 4166.392578
	Iteration 16Q: 3 clusters Score -644284.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -644292.937500 Penalty: 4166.392578
	Iteration 17Q: 3 clusters Score -644292.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -644305.937500 Penalty: 4166.392578
	Iteration 18Q: 3 clusters Score -644305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -644313.375000 Penalty: 4166.392578
	Iteration 19Q: 3 clusters Score -644313.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -644320.875000 Penalty: 4166.392578
	Iteration 20F: 3 clusters Score -644320.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -644335.562500 Penalty: 4166.392578
	Iteration 21Q: 3 clusters Score -644335.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -644345.562500 Penalty: 4166.392578
	Iteration 22Q: 3 clusters Score -644345.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -644351.812500 Penalty: 4166.392578
	Iteration 23Q: 3 clusters Score -644351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -644357.250000 Penalty: 4166.392578
	Iteration 24Q: 3 clusters Score -644357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -644359.500000 Penalty: 4166.392578
	Iteration 25Q: 3 clusters Score -644359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -644364.625000 Penalty: 4166.392578
	Iteration 26Q: 3 clusters Score -644364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -644366.625000 Penalty: 4166.392578
	Iteration 27Q: 3 clusters Score -644366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -644368.687500 Penalty: 4166.392578
	Iteration 28Q: 3 clusters Score -644368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -644370.312500 Penalty: 4166.392578
	Iteration 29Q: 3 clusters Score -644370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -644373.062500 Penalty: 4166.392578
	Iteration 30Q: 3 clusters Score -644373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -644375.937500 Penalty: 4166.392578
	Iteration 31Q: 3 clusters Score -644375.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -644376.437500 Penalty: 4166.392578
	Iteration 32Q: 3 clusters Score -644376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -644377.312500 Penalty: 4166.392578
	Iteration 33Q: 3 clusters Score -644377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -644378.125000 Penalty: 4166.392578
	Iteration 34Q: 3 clusters Score -644378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -644378.250000 Penalty: 4166.392578
	Iteration 35Q: 3 clusters Score -644378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -644377.937500 Penalty: 4166.392578
	Iteration 36Q: 3 clusters Score -644377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -644378.562500 Penalty: 4166.392578
	Iteration 37Q: 3 clusters Score -644378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -644378.625000 Penalty: 4166.392578
	Iteration 38Q: 3 clusters Score -644378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -644379.437500 Penalty: 4166.392578
	Iteration 39Q: 3 clusters Score -644379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -644379.437500 Penalty: 4166.392578
	Iteration 40F: 3 clusters Score -644379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Entering Unmasked Estep 
Score: -5841401.000000 Penalty: 2619.226074
	Iteration 0F: 2 clusters Score -5841401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -5815257.000000 Penalty: 5238.452148
	Iteration 0F: 3 clusters Score -5815257 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5824736.000000 Penalty: 5238.452148
	Iteration 1F: 3 clusters Score -5824736 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5825386.500000 Penalty: 5238.452148
	Iteration 2Q: 3 clusters Score -5825386 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5826038.500000 Penalty: 5238.452148
	Iteration 3Q: 3 clusters Score -5826038 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5826719.500000 Penalty: 5238.452148
	Iteration 4Q: 3 clusters Score -5826720 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -5827453.500000 Penalty: 5238.452148
	Iteration 5Q: 3 clusters Score -5827454 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5828270.500000 Penalty: 5238.452148
	Iteration 6Q: 3 clusters Score -5828270 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -5829228.000000 Penalty: 5238.452148
	Iteration 7F: 3 clusters Score -5829228 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -5830573.000000 Penalty: 5238.452148
	Iteration 8F: 3 clusters Score -5830573 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5832134.000000 Penalty: 5238.452148
	Iteration 9F: 3 clusters Score -5832134 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -5833967.500000 Penalty: 5238.452148
	Iteration 10F: 3 clusters Score -5833968 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -5835626.500000 Penalty: 5238.452148
	Iteration 11F: 3 clusters Score -5835626 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5836871.500000 Penalty: 5238.452148
	Iteration 12Q: 3 clusters Score -5836872 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -5837658.500000 Penalty: 5238.452148
	Iteration 13Q: 3 clusters Score -5837658 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5838229.500000 Penalty: 5238.452148
	Iteration 14Q: 3 clusters Score -5838230 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5838715.500000 Penalty: 5238.452148
	Iteration 15Q: 3 clusters Score -5838716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -5839164.000000 Penalty: 5238.452148
	Iteration 16Q: 3 clusters Score -5839164 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -5839635.000000 Penalty: 5238.452148
	Iteration 17Q: 3 clusters Score -5839635 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -5840050.000000 Penalty: 5238.452148
	Iteration 18Q: 3 clusters Score -5840050 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5840306.000000 Penalty: 5238.452148
	Iteration 19Q: 3 clusters Score -5840306 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5840479.000000 Penalty: 5238.452148
	Iteration 20F: 3 clusters Score -5840479 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -5840589.500000 Penalty: 5238.452148
	Iteration 21Q: 3 clusters Score -5840590 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5840670.000000 Penalty: 5238.452148
	Iteration 22Q: 3 clusters Score -5840670 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5840740.500000 Penalty: 5238.452148
	Iteration 23Q: 3 clusters Score -5840740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5840771.000000 Penalty: 5238.452148
	Iteration 24Q: 3 clusters Score -5840771 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -5840790.500000 Penalty: 5238.452148
	Iteration 25Q: 3 clusters Score -5840790 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5840799.000000 Penalty: 5238.452148
	Iteration 26Q: 3 clusters Score -5840799 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5840831.000000 Penalty: 5238.452148
	Iteration 27Q: 3 clusters Score -5840831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -5840848.500000 Penalty: 5238.452148
	Iteration 28Q: 3 clusters Score -5840848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5840870.500000 Penalty: 5238.452148
	Iteration 29Q: 3 clusters Score -5840870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5840884.500000 Penalty: 5238.452148
	Iteration 30Q: 3 clusters Score -5840884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5840902.000000 Penalty: 5238.452148
	Iteration 31Q: 3 clusters Score -5840902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5840897.000000 Penalty: 5238.452148
	Iteration 32Q: 3 clusters Score -5840897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -5840922.000000 Penalty: 5238.452148
	Iteration 33Q: 3 clusters Score -5840922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5840920.500000 Penalty: 5238.452148
	Iteration 34Q: 3 clusters Score -5840920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5840927.000000 Penalty: 5238.452148
	Iteration 35Q: 3 clusters Score -5840927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5840922.000000 Penalty: 5238.452148
	Iteration 36Q: 3 clusters Score -5840922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5840937.000000 Penalty: 5238.452148
	Iteration 37Q: 3 clusters Score -5840937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -5840924.000000 Penalty: 5238.452148
	Iteration 38Q: 3 clusters Score -5840924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5840938.500000 Penalty: 5238.452148
	Iteration 39Q: 3 clusters Score -5840938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5840932.500000 Penalty: 5238.452148
	Iteration 40F: 3 clusters Score -5840932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5840931.000000 Penalty: 5238.452148
	Iteration 41Q: 3 clusters Score -5840931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5840949.000000 Penalty: 5238.452148
	Iteration 42Q: 3 clusters Score -5840949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5840945.500000 Penalty: 5238.452148
	Iteration 43Q: 3 clusters Score -5840946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5840949.500000 Penalty: 5238.452148
	Iteration 44Q: 3 clusters Score -5840950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5840936.500000 Penalty: 5238.452148
	Iteration 45Q: 3 clusters Score -5840936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5840948.500000 Penalty: 5238.452148
	Iteration 46Q: 3 clusters Score -5840948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5840948.000000 Penalty: 5238.452148
	Iteration 47Q: 3 clusters Score -5840948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5840955.500000 Penalty: 5238.452148
	Iteration 48Q: 3 clusters Score -5840956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5840949.000000 Penalty: 5238.452148
	Iteration 49Q: 3 clusters Score -5840949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5840955.500000 Penalty: 5238.452148
	Iteration 50Q: 3 clusters Score -5840956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5840952.000000 Penalty: 5238.452148
	Iteration 51Q: 3 clusters Score -5840952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5840962.500000 Penalty: 5238.452148
	Iteration 52Q: 3 clusters Score -5840962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5840964.500000 Penalty: 5238.452148
	Iteration 53Q: 3 clusters Score -5840964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5840961.000000 Penalty: 5238.452148
	Iteration 54Q: 3 clusters Score -5840961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5840956.500000 Penalty: 5238.452148
	Iteration 55Q: 3 clusters Score -5840956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5840957.000000 Penalty: 5238.452148
	Iteration 56Q: 3 clusters Score -5840957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5840957.000000 Penalty: 5238.452148
	Iteration 57Q: 3 clusters Score -5840957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5840963.000000 Penalty: 5238.452148
	Iteration 58Q: 3 clusters Score -5840963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5840961.000000 Penalty: 5238.452148
	Iteration 59Q: 3 clusters Score -5840961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5840960.500000 Penalty: 5238.452148
	Iteration 60F: 3 clusters Score -5840960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5840957.000000 Penalty: 5238.452148
	Iteration 61Q: 3 clusters Score -5840957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5840960.500000 Penalty: 5238.452148
	Iteration 62Q: 3 clusters Score -5840960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5840958.500000 Penalty: 5238.452148
	Iteration 63Q: 3 clusters Score -5840958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5840958.000000 Penalty: 5238.452148
	Iteration 64Q: 3 clusters Score -5840958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5840950.500000 Penalty: 5238.452148
	Iteration 65Q: 3 clusters Score -5840950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5840950.500000 Penalty: 5238.452148
	Iteration 66F: 3 clusters Score -5840950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -614741.250000 Penalty: 2064.254883
	Iteration 0F: 2 clusters Score -614741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -610748.312500 Penalty: 4128.509766
	Iteration 0F: 3 clusters Score -610748.3 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -611686.562500 Penalty: 4128.509766
	Iteration 1F: 3 clusters Score -611686.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -611876.937500 Penalty: 4128.509766
	Iteration 2F: 3 clusters Score -611876.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -611976.812500 Penalty: 4128.509766
	Iteration 3Q: 3 clusters Score -611976.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -612043.437500 Penalty: 4128.509766
	Iteration 4Q: 3 clusters Score -612043.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -612087.000000 Penalty: 4128.509766
	Iteration 5Q: 3 clusters Score -612087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -612129.750000 Penalty: 4128.509766
	Iteration 6Q: 3 clusters Score -612129.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -612166.250000 Penalty: 4128.509766
	Iteration 7Q: 3 clusters Score -612166.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -612198.187500 Penalty: 4128.509766
	Iteration 8Q: 3 clusters Score -612198.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -612225.625000 Penalty: 4128.509766
	Iteration 9Q: 3 clusters Score -612225.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -612248.750000 Penalty: 4128.509766
	Iteration 10Q: 3 clusters Score -612248.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -612272.687500 Penalty: 4128.509766
	Iteration 11Q: 3 clusters Score -612272.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -612294.750000 Penalty: 4128.509766
	Iteration 12Q: 3 clusters Score -612294.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -612317.625000 Penalty: 4128.509766
	Iteration 13Q: 3 clusters Score -612317.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -612336.125000 Penalty: 4128.509766
	Iteration 14Q: 3 clusters Score -612336.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -612355.625000 Penalty: 4128.509766
	Iteration 15Q: 3 clusters Score -612355.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -612370.625000 Penalty: 4128.509766
	Iteration 16Q: 3 clusters Score -612370.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -612382.312500 Penalty: 4128.509766
	Iteration 17Q: 3 clusters Score -612382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -612394.187500 Penalty: 4128.509766
	Iteration 18Q: 3 clusters Score -612394.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -612406.187500 Penalty: 4128.509766
	Iteration 19Q: 3 clusters Score -612406.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -612416.375000 Penalty: 4128.509766
	Iteration 20F: 3 clusters Score -612416.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -612427.937500 Penalty: 4128.509766
	Iteration 21Q: 3 clusters Score -612427.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -612439.875000 Penalty: 4128.509766
	Iteration 22Q: 3 clusters Score -612439.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -612452.000000 Penalty: 4128.509766
	Iteration 23Q: 3 clusters Score -612452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -612459.562500 Penalty: 4128.509766
	Iteration 24Q: 3 clusters Score -612459.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -612466.312500 Penalty: 4128.509766
	Iteration 25Q: 3 clusters Score -612466.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -612471.375000 Penalty: 4128.509766
	Iteration 26Q: 3 clusters Score -612471.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -612479.312500 Penalty: 4128.509766
	Iteration 27Q: 3 clusters Score -612479.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -612488.375000 Penalty: 4128.509766
	Iteration 28Q: 3 clusters Score -612488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -612496.937500 Penalty: 4128.509766
	Iteration 29Q: 3 clusters Score -612496.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -612501.062500 Penalty: 4128.509766
	Iteration 30Q: 3 clusters Score -612501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -612503.937500 Penalty: 4128.509766
	Iteration 31Q: 3 clusters Score -612503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -612505.062500 Penalty: 4128.509766
	Iteration 32Q: 3 clusters Score -612505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -612504.750000 Penalty: 4128.509766
	Iteration 33Q: 3 clusters Score -612504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -612504.750000 Penalty: 4128.509766
	Iteration 34F: 3 clusters Score -612504.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Entering Unmasked Estep 
Score: -6793099.500000 Penalty: 2656.468994
	Iteration 0F: 2 clusters Score -6793100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -6762798.000000 Penalty: 5312.937988
	Iteration 0F: 3 clusters Score -6762798 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6773884.500000 Penalty: 5312.937988
	Iteration 1F: 3 clusters Score -6773884 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -6774348.500000 Penalty: 5312.937988
	Iteration 2Q: 3 clusters Score -6774348 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6774853.000000 Penalty: 5312.937988
	Iteration 3Q: 3 clusters Score -6774853 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6775400.000000 Penalty: 5312.937988
	Iteration 4Q: 3 clusters Score -6775400 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6776153.500000 Penalty: 5312.937988
	Iteration 5Q: 3 clusters Score -6776154 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6777280.000000 Penalty: 5312.937988
	Iteration 6Q: 3 clusters Score -6777280 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -6779048.500000 Penalty: 5312.937988
	Iteration 7F: 3 clusters Score -6779048 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -6781503.000000 Penalty: 5312.937988
	Iteration 8F: 3 clusters Score -6781503 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -6784503.500000 Penalty: 5312.937988
	Iteration 9F: 3 clusters Score -6784504 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -6787294.000000 Penalty: 5312.937988
	Iteration 10F: 3 clusters Score -6787294 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -6789099.000000 Penalty: 5312.937988
	Iteration 11Q: 3 clusters Score -6789099 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6789970.500000 Penalty: 5312.937988
	Iteration 12Q: 3 clusters Score -6789970 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6790337.000000 Penalty: 5312.937988
	Iteration 13Q: 3 clusters Score -6790337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6790497.000000 Penalty: 5312.937988
	Iteration 14Q: 3 clusters Score -6790497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -6790590.500000 Penalty: 5312.937988
	Iteration 15Q: 3 clusters Score -6790590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -6790619.500000 Penalty: 5312.937988
	Iteration 16Q: 3 clusters Score -6790620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6790660.000000 Penalty: 5312.937988
	Iteration 17Q: 3 clusters Score -6790660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -6790683.000000 Penalty: 5312.937988
	Iteration 18Q: 3 clusters Score -6790683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6790695.000000 Penalty: 5312.937988
	Iteration 19Q: 3 clusters Score -6790695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -6790708.000000 Penalty: 5312.937988
	Iteration 20F: 3 clusters Score -6790708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6790713.000000 Penalty: 5312.937988
	Iteration 21Q: 3 clusters Score -6790713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6790715.000000 Penalty: 5312.937988
	Iteration 22Q: 3 clusters Score -6790715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6790715.000000 Penalty: 5312.937988
	Iteration 23F: 3 clusters Score -6790715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Entering Unmasked Estep 
Score: -2830801.500000 Penalty: 2435.372803
	Iteration 0F: 2 clusters Score -2830802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2817703.750000 Penalty: 4870.745605
	Iteration 0F: 3 clusters Score -2817704 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2822080.500000 Penalty: 4870.745605
	Iteration 1F: 3 clusters Score -2822080 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2822447.750000 Penalty: 4870.745605
	Iteration 2F: 3 clusters Score -2822448 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2822749.250000 Penalty: 4870.745605
	Iteration 3Q: 3 clusters Score -2822749 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2823039.500000 Penalty: 4870.745605
	Iteration 4Q: 3 clusters Score -2823040 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2823350.500000 Penalty: 4870.745605
	Iteration 5Q: 3 clusters Score -2823350 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2823800.500000 Penalty: 4870.745605
	Iteration 6Q: 3 clusters Score -2823800 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2824395.750000 Penalty: 4870.745605
	Iteration 7F: 3 clusters Score -2824396 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2825098.250000 Penalty: 4870.745605
	Iteration 8F: 3 clusters Score -2825098 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2825904.250000 Penalty: 4870.745605
	Iteration 9F: 3 clusters Score -2825904 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2826656.250000 Penalty: 4870.745605
	Iteration 10F: 3 clusters Score -2826656 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2827277.750000 Penalty: 4870.745605
	Iteration 11Q: 3 clusters Score -2827278 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2827767.500000 Penalty: 4870.745605
	Iteration 12Q: 3 clusters Score -2827768 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2828096.750000 Penalty: 4870.745605
	Iteration 13Q: 3 clusters Score -2828097 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2828291.250000 Penalty: 4870.745605
	Iteration 14Q: 3 clusters Score -2828291 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2828435.500000 Penalty: 4870.745605
	Iteration 15Q: 3 clusters Score -2828436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2828520.000000 Penalty: 4870.745605
	Iteration 16Q: 3 clusters Score -2828520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2828567.500000 Penalty: 4870.745605
	Iteration 17Q: 3 clusters Score -2828568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2828596.250000 Penalty: 4870.745605
	Iteration 18Q: 3 clusters Score -2828596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2828623.000000 Penalty: 4870.745605
	Iteration 19Q: 3 clusters Score -2828623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2828641.500000 Penalty: 4870.745605
	Iteration 20F: 3 clusters Score -2828642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2828658.500000 Penalty: 4870.745605
	Iteration 21Q: 3 clusters Score -2828658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2828672.000000 Penalty: 4870.745605
	Iteration 22Q: 3 clusters Score -2828672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2828675.000000 Penalty: 4870.745605
	Iteration 23Q: 3 clusters Score -2828675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2828678.500000 Penalty: 4870.745605
	Iteration 24Q: 3 clusters Score -2828678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2828680.000000 Penalty: 4870.745605
	Iteration 25Q: 3 clusters Score -2828680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2828681.750000 Penalty: 4870.745605
	Iteration 26Q: 3 clusters Score -2828682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2828681.750000 Penalty: 4870.745605
	Iteration 27F: 3 clusters Score -2828682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1676882.875000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1676883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1668536.625000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1668537 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1670999.250000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1670999 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1671415.500000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1671416 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1671803.375000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1671803 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1672269.875000 Penalty: 4621.385254
	Iteration 4F: 3 clusters Score -1672270 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1672788.750000 Penalty: 4621.385254
	Iteration 5F: 3 clusters Score -1672789 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1673266.625000 Penalty: 4621.385254
	Iteration 6F: 3 clusters Score -1673267 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1673666.500000 Penalty: 4621.385254
	Iteration 7F: 3 clusters Score -1673666 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1673979.500000 Penalty: 4621.385254
	Iteration 8Q: 3 clusters Score -1673980 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1674209.125000 Penalty: 4621.385254
	Iteration 9Q: 3 clusters Score -1674209 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1674375.500000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1674376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1674483.250000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1674483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1674553.250000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1674553 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1674606.750000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1674607 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1674665.000000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1674665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1674697.625000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1674698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1674732.875000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1674733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1674768.750000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1674769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1674787.250000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1674787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1674811.250000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1674811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1674839.500000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1674840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1674852.375000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1674852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1674877.125000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1674877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1674894.500000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1674894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1674908.625000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1674909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1674924.875000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1674925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1674933.125000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1674933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1674941.875000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1674942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1674950.000000 Penalty: 4621.385254
	Iteration 28Q: 3 clusters Score -1674950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1674962.000000 Penalty: 4621.385254
	Iteration 29Q: 3 clusters Score -1674962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1674969.250000 Penalty: 4621.385254
	Iteration 30Q: 3 clusters Score -1674969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1674976.875000 Penalty: 4621.385254
	Iteration 31Q: 3 clusters Score -1674977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1674985.125000 Penalty: 4621.385254
	Iteration 32Q: 3 clusters Score -1674985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1674997.500000 Penalty: 4621.385254
	Iteration 33Q: 3 clusters Score -1674998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1675001.500000 Penalty: 4621.385254
	Iteration 34Q: 3 clusters Score -1675002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1675008.125000 Penalty: 4621.385254
	Iteration 35Q: 3 clusters Score -1675008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1675011.125000 Penalty: 4621.385254
	Iteration 36Q: 3 clusters Score -1675011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1675015.125000 Penalty: 4621.385254
	Iteration 37Q: 3 clusters Score -1675015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1675017.750000 Penalty: 4621.385254
	Iteration 38Q: 3 clusters Score -1675018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1675023.250000 Penalty: 4621.385254
	Iteration 39Q: 3 clusters Score -1675023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1675028.125000 Penalty: 4621.385254
	Iteration 40F: 3 clusters Score -1675028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1675035.125000 Penalty: 4621.385254
	Iteration 41Q: 3 clusters Score -1675035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1675038.875000 Penalty: 4621.385254
	Iteration 42Q: 3 clusters Score -1675039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1675046.750000 Penalty: 4621.385254
	Iteration 43Q: 3 clusters Score -1675047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1675048.625000 Penalty: 4621.385254
	Iteration 44Q: 3 clusters Score -1675049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1675056.500000 Penalty: 4621.385254
	Iteration 45Q: 3 clusters Score -1675056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1675053.500000 Penalty: 4621.385254
	Iteration 46Q: 3 clusters Score -1675054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1675061.500000 Penalty: 4621.385254
	Iteration 47Q: 3 clusters Score -1675062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1675059.250000 Penalty: 4621.385254
	Iteration 48Q: 3 clusters Score -1675059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1675065.625000 Penalty: 4621.385254
	Iteration 49Q: 3 clusters Score -1675066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1675071.750000 Penalty: 4621.385254
	Iteration 50Q: 3 clusters Score -1675072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1675076.500000 Penalty: 4621.385254
	Iteration 51Q: 3 clusters Score -1675076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1675074.750000 Penalty: 4621.385254
	Iteration 52Q: 3 clusters Score -1675075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1675080.125000 Penalty: 4621.385254
	Iteration 53Q: 3 clusters Score -1675080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1675084.000000 Penalty: 4621.385254
	Iteration 54Q: 3 clusters Score -1675084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1675084.500000 Penalty: 4621.385254
	Iteration 55Q: 3 clusters Score -1675084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1675088.750000 Penalty: 4621.385254
	Iteration 56Q: 3 clusters Score -1675089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1675090.875000 Penalty: 4621.385254
	Iteration 57Q: 3 clusters Score -1675091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1675091.875000 Penalty: 4621.385254
	Iteration 58Q: 3 clusters Score -1675092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1675095.000000 Penalty: 4621.385254
	Iteration 59Q: 3 clusters Score -1675095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1675096.875000 Penalty: 4621.385254
	Iteration 60F: 3 clusters Score -1675097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1675100.000000 Penalty: 4621.385254
	Iteration 61Q: 3 clusters Score -1675100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1675102.000000 Penalty: 4621.385254
	Iteration 62Q: 3 clusters Score -1675102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1675101.250000 Penalty: 4621.385254
	Iteration 63Q: 3 clusters Score -1675101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1675103.000000 Penalty: 4621.385254
	Iteration 64Q: 3 clusters Score -1675103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1675104.875000 Penalty: 4621.385254
	Iteration 65Q: 3 clusters Score -1675105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1675106.875000 Penalty: 4621.385254
	Iteration 66Q: 3 clusters Score -1675107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1675106.500000 Penalty: 4621.385254
	Iteration 67Q: 3 clusters Score -1675106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1675112.250000 Penalty: 4621.385254
	Iteration 68Q: 3 clusters Score -1675112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1675116.000000 Penalty: 4621.385254
	Iteration 69Q: 3 clusters Score -1675116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1675118.250000 Penalty: 4621.385254
	Iteration 70Q: 3 clusters Score -1675118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1675120.625000 Penalty: 4621.385254
	Iteration 71Q: 3 clusters Score -1675121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1675124.000000 Penalty: 4621.385254
	Iteration 72Q: 3 clusters Score -1675124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1675123.625000 Penalty: 4621.385254
	Iteration 73Q: 3 clusters Score -1675124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1675127.500000 Penalty: 4621.385254
	Iteration 74Q: 3 clusters Score -1675128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1675128.625000 Penalty: 4621.385254
	Iteration 75Q: 3 clusters Score -1675129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1675128.750000 Penalty: 4621.385254
	Iteration 76Q: 3 clusters Score -1675129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1675131.500000 Penalty: 4621.385254
	Iteration 77Q: 3 clusters Score -1675132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1675133.125000 Penalty: 4621.385254
	Iteration 78Q: 3 clusters Score -1675133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1675133.375000 Penalty: 4621.385254
	Iteration 79Q: 3 clusters Score -1675133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1675131.500000 Penalty: 4621.385254
	Iteration 80F: 3 clusters Score -1675132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -281292.468750 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -281292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -278699.000000 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -278699 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -279310.500000 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -279310.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -279660.468750 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -279660.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -279987.593750 Penalty: 3813.700928
	Iteration 3F: 3 clusters Score -279987.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -280294.968750 Penalty: 3813.700928
	Iteration 4F: 3 clusters Score -280295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -280488.062500 Penalty: 3813.700928
	Iteration 5F: 3 clusters Score -280488.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -280631.843750 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -280631.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -280710.062500 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -280710.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -280759.500000 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -280759.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -280788.406250 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -280788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -280817.156250 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -280817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -280832.343750 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -280832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -280839.875000 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -280839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -280842.343750 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -280842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -280842.750000 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -280842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -280844.406250 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -280844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -280844.500000 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -280844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -280844.500000 Penalty: 3813.700928
	Iteration 17F: 3 clusters Score -280844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -481430.937500 Penalty: 2001.041626
	Iteration 0F: 2 clusters Score -481430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -478034.593750 Penalty: 4002.083252
	Iteration 0F: 3 clusters Score -478034.6 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -478672.937500 Penalty: 4002.083252
	Iteration 1F: 3 clusters Score -478672.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -478811.875000 Penalty: 4002.083252
	Iteration 2F: 3 clusters Score -478811.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -478905.531250 Penalty: 4002.083252
	Iteration 3Q: 3 clusters Score -478905.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -478987.718750 Penalty: 4002.083252
	Iteration 4Q: 3 clusters Score -478987.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -479058.000000 Penalty: 4002.083252
	Iteration 5Q: 3 clusters Score -479058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -479118.656250 Penalty: 4002.083252
	Iteration 6Q: 3 clusters Score -479118.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -479162.625000 Penalty: 4002.083252
	Iteration 7Q: 3 clusters Score -479162.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -479201.687500 Penalty: 4002.083252
	Iteration 8Q: 3 clusters Score -479201.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -479249.281250 Penalty: 4002.083252
	Iteration 9Q: 3 clusters Score -479249.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -479290.781250 Penalty: 4002.083252
	Iteration 10Q: 3 clusters Score -479290.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -479332.093750 Penalty: 4002.083252
	Iteration 11Q: 3 clusters Score -479332.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -479371.062500 Penalty: 4002.083252
	Iteration 12Q: 3 clusters Score -479371.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -479413.000000 Penalty: 4002.083252
	Iteration 13Q: 3 clusters Score -479413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -479444.406250 Penalty: 4002.083252
	Iteration 14Q: 3 clusters Score -479444.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -479467.000000 Penalty: 4002.083252
	Iteration 15Q: 3 clusters Score -479467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -479490.500000 Penalty: 4002.083252
	Iteration 16Q: 3 clusters Score -479490.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -479511.031250 Penalty: 4002.083252
	Iteration 17Q: 3 clusters Score -479511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -479527.656250 Penalty: 4002.083252
	Iteration 18Q: 3 clusters Score -479527.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -479539.093750 Penalty: 4002.083252
	Iteration 19Q: 3 clusters Score -479539.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -479553.562500 Penalty: 4002.083252
	Iteration 20F: 3 clusters Score -479553.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -479569.812500 Penalty: 4002.083252
	Iteration 21Q: 3 clusters Score -479569.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -479581.875000 Penalty: 4002.083252
	Iteration 22Q: 3 clusters Score -479581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -479590.656250 Penalty: 4002.083252
	Iteration 23Q: 3 clusters Score -479590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -479598.343750 Penalty: 4002.083252
	Iteration 24Q: 3 clusters Score -479598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -479602.718750 Penalty: 4002.083252
	Iteration 25Q: 3 clusters Score -479602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -479608.593750 Penalty: 4002.083252
	Iteration 26Q: 3 clusters Score -479608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -479610.937500 Penalty: 4002.083252
	Iteration 27Q: 3 clusters Score -479610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -479614.187500 Penalty: 4002.083252
	Iteration 28Q: 3 clusters Score -479614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -479618.437500 Penalty: 4002.083252
	Iteration 29Q: 3 clusters Score -479618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -479622.062500 Penalty: 4002.083252
	Iteration 30Q: 3 clusters Score -479622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -479623.468750 Penalty: 4002.083252
	Iteration 31Q: 3 clusters Score -479623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -479623.468750 Penalty: 4002.083252
	Iteration 32F: 3 clusters Score -479623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -40705.503906 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -40705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39443.328125 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -39443.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39584.968750 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -39584.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39631.449219 Penalty: 2880.838867
	Iteration 2Q: 3 clusters Score -39631.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -39649.218750 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -39649.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39664.902344 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -39664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39671.980469 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -39671.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39675.500000 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -39675.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39681.605469 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -39681.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39688.781250 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -39688.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39699.796875 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -39699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39705.957031 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -39705.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39711.230469 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -39711.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39711.230469 Penalty: 2880.838867
	Iteration 12F: 3 clusters Score -39711.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Entering Unmasked Estep 
Score: -2141072.500000 Penalty: 2369.216309
	Iteration 0F: 2 clusters Score -2141072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2130751.750000 Penalty: 4738.432617
	Iteration 0F: 3 clusters Score -2130752 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2134097.500000 Penalty: 4738.432617
	Iteration 1F: 3 clusters Score -2134098 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2134503.750000 Penalty: 4738.432617
	Iteration 2F: 3 clusters Score -2134504 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2134769.250000 Penalty: 4738.432617
	Iteration 3Q: 3 clusters Score -2134769 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2134988.000000 Penalty: 4738.432617
	Iteration 4Q: 3 clusters Score -2134988 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2135148.250000 Penalty: 4738.432617
	Iteration 5Q: 3 clusters Score -2135148 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2135298.250000 Penalty: 4738.432617
	Iteration 6Q: 3 clusters Score -2135298 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2135453.500000 Penalty: 4738.432617
	Iteration 7Q: 3 clusters Score -2135454 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2135602.750000 Penalty: 4738.432617
	Iteration 8Q: 3 clusters Score -2135603 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2135739.250000 Penalty: 4738.432617
	Iteration 9Q: 3 clusters Score -2135739 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2135891.750000 Penalty: 4738.432617
	Iteration 10Q: 3 clusters Score -2135892 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2136023.750000 Penalty: 4738.432617
	Iteration 11Q: 3 clusters Score -2136024 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2136149.250000 Penalty: 4738.432617
	Iteration 12Q: 3 clusters Score -2136149 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2136255.000000 Penalty: 4738.432617
	Iteration 13Q: 3 clusters Score -2136255 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2136372.500000 Penalty: 4738.432617
	Iteration 14Q: 3 clusters Score -2136372 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2136495.750000 Penalty: 4738.432617
	Iteration 15Q: 3 clusters Score -2136496 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2136621.250000 Penalty: 4738.432617
	Iteration 16Q: 3 clusters Score -2136621 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2136743.500000 Penalty: 4738.432617
	Iteration 17Q: 3 clusters Score -2136744 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2136848.000000 Penalty: 4738.432617
	Iteration 18Q: 3 clusters Score -2136848 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2136977.000000 Penalty: 4738.432617
	Iteration 19Q: 3 clusters Score -2136977 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2137086.000000 Penalty: 4738.432617
	Iteration 20F: 3 clusters Score -2137086 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2137186.500000 Penalty: 4738.432617
	Iteration 21Q: 3 clusters Score -2137186 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2137298.500000 Penalty: 4738.432617
	Iteration 22Q: 3 clusters Score -2137298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2137420.750000 Penalty: 4738.432617
	Iteration 23Q: 3 clusters Score -2137421 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2137563.500000 Penalty: 4738.432617
	Iteration 24Q: 3 clusters Score -2137564 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2137694.500000 Penalty: 4738.432617
	Iteration 25Q: 3 clusters Score -2137694 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2137843.750000 Penalty: 4738.432617
	Iteration 26Q: 3 clusters Score -2137844 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2137988.500000 Penalty: 4738.432617
	Iteration 27Q: 3 clusters Score -2137988 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2138117.250000 Penalty: 4738.432617
	Iteration 28Q: 3 clusters Score -2138117 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2138227.250000 Penalty: 4738.432617
	Iteration 29Q: 3 clusters Score -2138227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2138303.500000 Penalty: 4738.432617
	Iteration 30Q: 3 clusters Score -2138304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2138374.750000 Penalty: 4738.432617
	Iteration 31Q: 3 clusters Score -2138375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2138422.750000 Penalty: 4738.432617
	Iteration 32Q: 3 clusters Score -2138423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2138462.750000 Penalty: 4738.432617
	Iteration 33Q: 3 clusters Score -2138463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2138494.500000 Penalty: 4738.432617
	Iteration 34Q: 3 clusters Score -2138494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2138525.000000 Penalty: 4738.432617
	Iteration 35Q: 3 clusters Score -2138525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2138543.250000 Penalty: 4738.432617
	Iteration 36Q: 3 clusters Score -2138543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2138571.250000 Penalty: 4738.432617
	Iteration 37Q: 3 clusters Score -2138571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2138597.250000 Penalty: 4738.432617
	Iteration 38Q: 3 clusters Score -2138597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2138610.250000 Penalty: 4738.432617
	Iteration 39Q: 3 clusters Score -2138610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2138626.500000 Penalty: 4738.432617
	Iteration 40F: 3 clusters Score -2138626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2138633.750000 Penalty: 4738.432617
	Iteration 41Q: 3 clusters Score -2138634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2138643.000000 Penalty: 4738.432617
	Iteration 42Q: 3 clusters Score -2138643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2138645.750000 Penalty: 4738.432617
	Iteration 43Q: 3 clusters Score -2138646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2138657.500000 Penalty: 4738.432617
	Iteration 44Q: 3 clusters Score -2138658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2138668.000000 Penalty: 4738.432617
	Iteration 45Q: 3 clusters Score -2138668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2138675.500000 Penalty: 4738.432617
	Iteration 46Q: 3 clusters Score -2138676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2138676.750000 Penalty: 4738.432617
	Iteration 47Q: 3 clusters Score -2138677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2138686.250000 Penalty: 4738.432617
	Iteration 48Q: 3 clusters Score -2138686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2138692.250000 Penalty: 4738.432617
	Iteration 49Q: 3 clusters Score -2138692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2138700.500000 Penalty: 4738.432617
	Iteration 50Q: 3 clusters Score -2138700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2138708.750000 Penalty: 4738.432617
	Iteration 51Q: 3 clusters Score -2138709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2138713.750000 Penalty: 4738.432617
	Iteration 52Q: 3 clusters Score -2138714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2138721.500000 Penalty: 4738.432617
	Iteration 53Q: 3 clusters Score -2138722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2138733.000000 Penalty: 4738.432617
	Iteration 54Q: 3 clusters Score -2138733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2138745.000000 Penalty: 4738.432617
	Iteration 55Q: 3 clusters Score -2138745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2138753.500000 Penalty: 4738.432617
	Iteration 56Q: 3 clusters Score -2138754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2138768.750000 Penalty: 4738.432617
	Iteration 57Q: 3 clusters Score -2138769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2138776.250000 Penalty: 4738.432617
	Iteration 58Q: 3 clusters Score -2138776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2138791.000000 Penalty: 4738.432617
	Iteration 59Q: 3 clusters Score -2138791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2138807.250000 Penalty: 4738.432617
	Iteration 60F: 3 clusters Score -2138807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2138822.250000 Penalty: 4738.432617
	Iteration 61Q: 3 clusters Score -2138822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2138835.250000 Penalty: 4738.432617
	Iteration 62Q: 3 clusters Score -2138835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2138847.250000 Penalty: 4738.432617
	Iteration 63Q: 3 clusters Score -2138847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2138857.750000 Penalty: 4738.432617
	Iteration 64Q: 3 clusters Score -2138858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2138864.250000 Penalty: 4738.432617
	Iteration 65Q: 3 clusters Score -2138864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2138874.750000 Penalty: 4738.432617
	Iteration 66Q: 3 clusters Score -2138875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2138883.000000 Penalty: 4738.432617
	Iteration 67Q: 3 clusters Score -2138883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2138890.750000 Penalty: 4738.432617
	Iteration 68Q: 3 clusters Score -2138891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2138899.000000 Penalty: 4738.432617
	Iteration 69Q: 3 clusters Score -2138899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2138897.750000 Penalty: 4738.432617
	Iteration 70Q: 3 clusters Score -2138898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2138911.000000 Penalty: 4738.432617
	Iteration 71Q: 3 clusters Score -2138911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2138918.000000 Penalty: 4738.432617
	Iteration 72Q: 3 clusters Score -2138918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2138928.000000 Penalty: 4738.432617
	Iteration 73Q: 3 clusters Score -2138928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2138929.250000 Penalty: 4738.432617
	Iteration 74Q: 3 clusters Score -2138929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2138937.750000 Penalty: 4738.432617
	Iteration 75Q: 3 clusters Score -2138938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2138942.750000 Penalty: 4738.432617
	Iteration 76Q: 3 clusters Score -2138943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2138946.500000 Penalty: 4738.432617
	Iteration 77Q: 3 clusters Score -2138946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2138947.250000 Penalty: 4738.432617
	Iteration 78Q: 3 clusters Score -2138947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2138953.500000 Penalty: 4738.432617
	Iteration 79Q: 3 clusters Score -2138954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2138951.750000 Penalty: 4738.432617
	Iteration 80F: 3 clusters Score -2138952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2138954.750000 Penalty: 4738.432617
	Iteration 81Q: 3 clusters Score -2138955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2138957.750000 Penalty: 4738.432617
	Iteration 82Q: 3 clusters Score -2138958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2138958.500000 Penalty: 4738.432617
	Iteration 83Q: 3 clusters Score -2138958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2138960.500000 Penalty: 4738.432617
	Iteration 84Q: 3 clusters Score -2138960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2138963.500000 Penalty: 4738.432617
	Iteration 85Q: 3 clusters Score -2138964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2138964.750000 Penalty: 4738.432617
	Iteration 86Q: 3 clusters Score -2138965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2138972.500000 Penalty: 4738.432617
	Iteration 87Q: 3 clusters Score -2138972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2138972.250000 Penalty: 4738.432617
	Iteration 88Q: 3 clusters Score -2138972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2138974.750000 Penalty: 4738.432617
	Iteration 89Q: 3 clusters Score -2138975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2138975.500000 Penalty: 4738.432617
	Iteration 90Q: 3 clusters Score -2138976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2138979.500000 Penalty: 4738.432617
	Iteration 91Q: 3 clusters Score -2138980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2138979.000000 Penalty: 4738.432617
	Iteration 92Q: 3 clusters Score -2138979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2138980.500000 Penalty: 4738.432617
	Iteration 93Q: 3 clusters Score -2138980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2138980.500000 Penalty: 4738.432617
	Iteration 94F: 3 clusters Score -2138980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Entering Unmasked Estep 
Score: -4217402.000000 Penalty: 2532.831055
	Iteration 0F: 2 clusters Score -4217402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4198439.500000 Penalty: 5065.662109
	Iteration 0F: 3 clusters Score -4198440 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4205114.000000 Penalty: 5065.662109
	Iteration 1F: 3 clusters Score -4205114 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4205599.000000 Penalty: 5065.662109
	Iteration 2Q: 3 clusters Score -4205599 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4206020.000000 Penalty: 5065.662109
	Iteration 3Q: 3 clusters Score -4206020 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4206369.500000 Penalty: 5065.662109
	Iteration 4Q: 3 clusters Score -4206370 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4206670.000000 Penalty: 5065.662109
	Iteration 5Q: 3 clusters Score -4206670 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4206944.500000 Penalty: 5065.662109
	Iteration 6Q: 3 clusters Score -4206944 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4207250.500000 Penalty: 5065.662109
	Iteration 7Q: 3 clusters Score -4207250 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4207530.500000 Penalty: 5065.662109
	Iteration 8Q: 3 clusters Score -4207530 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4207861.000000 Penalty: 5065.662109
	Iteration 9Q: 3 clusters Score -4207861 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4208219.000000 Penalty: 5065.662109
	Iteration 10Q: 3 clusters Score -4208219 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4208639.000000 Penalty: 5065.662109
	Iteration 11Q: 3 clusters Score -4208639 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4209141.500000 Penalty: 5065.662109
	Iteration 12Q: 3 clusters Score -4209142 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4209753.500000 Penalty: 5065.662109
	Iteration 13Q: 3 clusters Score -4209754 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4210461.500000 Penalty: 5065.662109
	Iteration 14Q: 3 clusters Score -4210462 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -4211061.000000 Penalty: 5065.662109
	Iteration 15Q: 3 clusters Score -4211061 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4211541.500000 Penalty: 5065.662109
	Iteration 16Q: 3 clusters Score -4211542 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4211941.000000 Penalty: 5065.662109
	Iteration 17Q: 3 clusters Score -4211941 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4212167.000000 Penalty: 5065.662109
	Iteration 18Q: 3 clusters Score -4212167 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4212335.000000 Penalty: 5065.662109
	Iteration 19Q: 3 clusters Score -4212335 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4212440.000000 Penalty: 5065.662109
	Iteration 20F: 3 clusters Score -4212440 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4212552.000000 Penalty: 5065.662109
	Iteration 21Q: 3 clusters Score -4212552 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4212636.000000 Penalty: 5065.662109
	Iteration 22Q: 3 clusters Score -4212636 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -4212756.500000 Penalty: 5065.662109
	Iteration 23Q: 3 clusters Score -4212756 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -4212851.500000 Penalty: 5065.662109
	Iteration 24Q: 3 clusters Score -4212852 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4212937.000000 Penalty: 5065.662109
	Iteration 25Q: 3 clusters Score -4212937 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4213044.000000 Penalty: 5065.662109
	Iteration 26Q: 3 clusters Score -4213044 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4213148.500000 Penalty: 5065.662109
	Iteration 27Q: 3 clusters Score -4213148 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4213270.000000 Penalty: 5065.662109
	Iteration 28Q: 3 clusters Score -4213270 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4213393.000000 Penalty: 5065.662109
	Iteration 29Q: 3 clusters Score -4213393 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4213540.500000 Penalty: 5065.662109
	Iteration 30Q: 3 clusters Score -4213540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -4213668.500000 Penalty: 5065.662109
	Iteration 31Q: 3 clusters Score -4213668 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4213792.000000 Penalty: 5065.662109
	Iteration 32Q: 3 clusters Score -4213792 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4213920.000000 Penalty: 5065.662109
	Iteration 33Q: 3 clusters Score -4213920 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4214075.500000 Penalty: 5065.662109
	Iteration 34Q: 3 clusters Score -4214076 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4214209.000000 Penalty: 5065.662109
	Iteration 35Q: 3 clusters Score -4214209 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4214307.500000 Penalty: 5065.662109
	Iteration 36Q: 3 clusters Score -4214308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4214411.000000 Penalty: 5065.662109
	Iteration 37Q: 3 clusters Score -4214411 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4214498.500000 Penalty: 5065.662109
	Iteration 38Q: 3 clusters Score -4214498 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4214557.500000 Penalty: 5065.662109
	Iteration 39Q: 3 clusters Score -4214558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4214622.000000 Penalty: 5065.662109
	Iteration 40F: 3 clusters Score -4214622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4214673.500000 Penalty: 5065.662109
	Iteration 41Q: 3 clusters Score -4214674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4214733.500000 Penalty: 5065.662109
	Iteration 42Q: 3 clusters Score -4214734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4214769.500000 Penalty: 5065.662109
	Iteration 43Q: 3 clusters Score -4214770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4214823.000000 Penalty: 5065.662109
	Iteration 44Q: 3 clusters Score -4214823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4214874.000000 Penalty: 5065.662109
	Iteration 45Q: 3 clusters Score -4214874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4214930.000000 Penalty: 5065.662109
	Iteration 46Q: 3 clusters Score -4214930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4214979.500000 Penalty: 5065.662109
	Iteration 47Q: 3 clusters Score -4214980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4215024.000000 Penalty: 5065.662109
	Iteration 48Q: 3 clusters Score -4215024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4215043.500000 Penalty: 5065.662109
	Iteration 49Q: 3 clusters Score -4215044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4215063.000000 Penalty: 5065.662109
	Iteration 50Q: 3 clusters Score -4215063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4215095.000000 Penalty: 5065.662109
	Iteration 51Q: 3 clusters Score -4215095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4215109.000000 Penalty: 5065.662109
	Iteration 52Q: 3 clusters Score -4215109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4215136.000000 Penalty: 5065.662109
	Iteration 53Q: 3 clusters Score -4215136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4215144.500000 Penalty: 5065.662109
	Iteration 54Q: 3 clusters Score -4215144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4215155.000000 Penalty: 5065.662109
	Iteration 55Q: 3 clusters Score -4215155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4215167.500000 Penalty: 5065.662109
	Iteration 56Q: 3 clusters Score -4215168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4215177.000000 Penalty: 5065.662109
	Iteration 57Q: 3 clusters Score -4215177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4215183.000000 Penalty: 5065.662109
	Iteration 58Q: 3 clusters Score -4215183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4215195.500000 Penalty: 5065.662109
	Iteration 59Q: 3 clusters Score -4215196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4215201.000000 Penalty: 5065.662109
	Iteration 60F: 3 clusters Score -4215201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4215205.500000 Penalty: 5065.662109
	Iteration 61Q: 3 clusters Score -4215206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4215218.500000 Penalty: 5065.662109
	Iteration 62Q: 3 clusters Score -4215218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4215234.500000 Penalty: 5065.662109
	Iteration 63Q: 3 clusters Score -4215234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4215249.000000 Penalty: 5065.662109
	Iteration 64Q: 3 clusters Score -4215249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4215256.500000 Penalty: 5065.662109
	Iteration 65Q: 3 clusters Score -4215256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4215276.000000 Penalty: 5065.662109
	Iteration 66Q: 3 clusters Score -4215276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4215291.000000 Penalty: 5065.662109
	Iteration 67Q: 3 clusters Score -4215291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4215301.500000 Penalty: 5065.662109
	Iteration 68Q: 3 clusters Score -4215302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4215305.500000 Penalty: 5065.662109
	Iteration 69Q: 3 clusters Score -4215306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4215303.500000 Penalty: 5065.662109
	Iteration 70Q: 3 clusters Score -4215304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4215307.500000 Penalty: 5065.662109
	Iteration 71Q: 3 clusters Score -4215308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4215308.500000 Penalty: 5065.662109
	Iteration 72Q: 3 clusters Score -4215308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4215308.500000 Penalty: 5065.662109
	Iteration 73F: 3 clusters Score -4215308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -181524.359375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -181524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -179376.718750 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -179376.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179684.093750 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -179684.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179819.343750 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -179819.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179916.312500 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -179916.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -180009.218750 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -180009.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -180086.046875 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -180086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -180134.890625 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -180134.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180188.421875 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -180188.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -180229.015625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -180229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -180259.406250 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -180259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180287.015625 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -180287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -180312.796875 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -180312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -180326.203125 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -180326.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180345.171875 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -180345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -180354.640625 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -180354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -180357.421875 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -180357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -180359.765625 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -180359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -180363.203125 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -180363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -180370.562500 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -180370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -180377.187500 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -180377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -180378.640625 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -180378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -180381.843750 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -180381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -180385.734375 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -180385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -180387.468750 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -180387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -180388.015625 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -180388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -180391.718750 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -180391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -180396.468750 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -180396.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -180405.890625 Penalty: 3541.271484
	Iteration 27Q: 3 clusters Score -180405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -180409.500000 Penalty: 3541.271484
	Iteration 28Q: 3 clusters Score -180409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -180411.000000 Penalty: 3541.271484
	Iteration 29Q: 3 clusters Score -180411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -180411.921875 Penalty: 3541.271484
	Iteration 30Q: 3 clusters Score -180411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -180412.906250 Penalty: 3541.271484
	Iteration 31Q: 3 clusters Score -180412.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -180412.906250 Penalty: 3541.271484
	Iteration 32F: 3 clusters Score -180412.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -104550.289062 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -104550.3 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 382 members 
Entering Unmasked Estep 
Score: -102821.468750 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -102821.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103178.601562 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -103178.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103321.382812 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -103321.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103434.945312 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -103434.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103549.109375 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -103549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103591.742188 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -103591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103618.210938 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -103618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103648.664062 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -103648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -103685.492188 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -103685.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103719.546875 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -103719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103738.531250 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -103738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103775.437500 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -103775.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103867.914062 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -103867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103965.132812 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -103965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104027.812500 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -104027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104064.250000 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -104064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104097.765625 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -104097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -104110.039062 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -104110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104112.976562 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -104113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104114.656250 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -104114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -104115.796875 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -104115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104116.562500 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -104116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104116.562500 Penalty: 3311.833496
	Iteration 22F: 3 clusters Score -104116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -89765.132812 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -89765.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88220.304688 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -88220.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88514.445312 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -88514.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88613.906250 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -88613.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88674.828125 Penalty: 3237.141602
	Iteration 3Q: 3 clusters Score -88674.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88715.507812 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -88715.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88750.937500 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -88750.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88790.742188 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -88790.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88811.882812 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -88811.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88841.546875 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -88841.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88856.382812 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -88856.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88870.007812 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -88870.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88894.617188 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -88894.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88929.101562 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -88929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88971.054688 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -88971.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89005.398438 Penalty: 3237.141602
	Iteration 14Q: 3 clusters Score -89005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89038.312500 Penalty: 3237.141602
	Iteration 15Q: 3 clusters Score -89038.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89066.882812 Penalty: 3237.141602
	Iteration 16Q: 3 clusters Score -89066.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89082.023438 Penalty: 3237.141602
	Iteration 17Q: 3 clusters Score -89082.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89086.695312 Penalty: 3237.141602
	Iteration 18Q: 3 clusters Score -89086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89086.695312 Penalty: 3237.141602
	Iteration 19F: 3 clusters Score -89086.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -14553.558594 Penalty: 1225.527344
	Iteration 0F: 2 clusters Score -14553.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13898.168945 Penalty: 2451.054688
	Iteration 0F: 3 clusters Score -13898.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14037.826172 Penalty: 2451.054688
	Iteration 1F: 3 clusters Score -14037.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14116.430664 Penalty: 2451.054688
	Iteration 2Q: 3 clusters Score -14116.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14237.989258 Penalty: 2451.054688
	Iteration 3Q: 3 clusters Score -14237.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14237.989258 Penalty: 2451.054688
	Iteration 4F: 3 clusters Score -14237.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (152338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Entering Unmasked Estep 
Score: -23439874.000000 Penalty: 2959.596436
	Iteration 0F: 2 clusters Score -2.343987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -23362272.000000 Penalty: 5919.192871
	Iteration 0F: 3 clusters Score -2.336227e+07 nChanged 72734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -23405140.000000 Penalty: 5919.192871
	Iteration 1F: 3 clusters Score -2.340514e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -23407064.000000 Penalty: 5919.192871
	Iteration 2Q: 3 clusters Score -2.340706e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -23409668.000000 Penalty: 5919.192871
	Iteration 3Q: 3 clusters Score -2.340967e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -23414430.000000 Penalty: 5919.192871
	Iteration 4F: 3 clusters Score -2.341443e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 108159 members 
Entering Unmasked Estep 
Score: -23420344.000000 Penalty: 5919.192871
	Iteration 5F: 3 clusters Score -2.342034e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -23426504.000000 Penalty: 5919.192871
	Iteration 6F: 3 clusters Score -2.34265e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 123217 members 
Entering Unmasked Estep 
Score: -23431688.000000 Penalty: 5919.192871
	Iteration 7F: 3 clusters Score -2.343169e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 125903 members 
Entering Unmasked Estep 
Score: -23434834.000000 Penalty: 5919.192871
	Iteration 8Q: 3 clusters Score -2.343483e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 126463 members 
Entering Unmasked Estep 
Score: -23436728.000000 Penalty: 5919.192871
	Iteration 9Q: 3 clusters Score -2.343673e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 126215 members 
Entering Unmasked Estep 
Score: -23437700.000000 Penalty: 5919.192871
	Iteration 10Q: 3 clusters Score -2.34377e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -23438086.000000 Penalty: 5919.192871
	Iteration 11Q: 3 clusters Score -2.343809e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 124755 members 
Entering Unmasked Estep 
Score: -23438430.000000 Penalty: 5919.192871
	Iteration 12Q: 3 clusters Score -2.343843e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 123874 members 
Entering Unmasked Estep 
Score: -23438594.000000 Penalty: 5919.192871
	Iteration 13Q: 3 clusters Score -2.343859e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -23438648.000000 Penalty: 5919.192871
	Iteration 14Q: 3 clusters Score -2.343865e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -23438832.000000 Penalty: 5919.192871
	Iteration 15Q: 3 clusters Score -2.343883e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -23438990.000000 Penalty: 5919.192871
	Iteration 16Q: 3 clusters Score -2.343899e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 119533 members 
Entering Unmasked Estep 
Score: -23439168.000000 Penalty: 5919.192871
	Iteration 17Q: 3 clusters Score -2.343917e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -23439222.000000 Penalty: 5919.192871
	Iteration 18Q: 3 clusters Score -2.343922e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -23439354.000000 Penalty: 5919.192871
	Iteration 19Q: 3 clusters Score -2.343935e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 116151 members 
Entering Unmasked Estep 
Score: -23439566.000000 Penalty: 5919.192871
	Iteration 20F: 3 clusters Score -2.343957e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -23439640.000000 Penalty: 5919.192871
	Iteration 21Q: 3 clusters Score -2.343964e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 113890 members 
Entering Unmasked Estep 
Score: -23439824.000000 Penalty: 5919.192871
	Iteration 22Q: 3 clusters Score -2.343982e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 112784 members 
Entering Unmasked Estep 
Score: -23439950.000000 Penalty: 5919.192871
	Iteration 23Q: 3 clusters Score -2.343995e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -23440026.000000 Penalty: 5919.192871
	Iteration 24Q: 3 clusters Score -2.344003e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -23440256.000000 Penalty: 5919.192871
	Iteration 25Q: 3 clusters Score -2.344026e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 109778 members 
Entering Unmasked Estep 
Score: -23440308.000000 Penalty: 5919.192871
	Iteration 26Q: 3 clusters Score -2.344031e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -23440438.000000 Penalty: 5919.192871
	Iteration 27Q: 3 clusters Score -2.344044e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 107938 members 
Entering Unmasked Estep 
Score: -23440576.000000 Penalty: 5919.192871
	Iteration 28Q: 3 clusters Score -2.344058e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -23440636.000000 Penalty: 5919.192871
	Iteration 29Q: 3 clusters Score -2.344064e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -23440648.000000 Penalty: 5919.192871
	Iteration 30Q: 3 clusters Score -2.344065e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 105711 members 
Entering Unmasked Estep 
Score: -23440792.000000 Penalty: 5919.192871
	Iteration 31Q: 3 clusters Score -2.344079e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -23440792.000000 Penalty: 5919.192871
	Iteration 32Q: 3 clusters Score -2.344079e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -23440718.000000 Penalty: 5919.192871
	Iteration 33Q: 3 clusters Score -2.344072e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 103924 members 
Entering Unmasked Estep 
Score: -23440750.000000 Penalty: 5919.192871
	Iteration 34Q: 3 clusters Score -2.344075e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -23440820.000000 Penalty: 5919.192871
	Iteration 35Q: 3 clusters Score -2.344082e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -23440912.000000 Penalty: 5919.192871
	Iteration 36Q: 3 clusters Score -2.344091e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -23440950.000000 Penalty: 5919.192871
	Iteration 37Q: 3 clusters Score -2.344095e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -23440932.000000 Penalty: 5919.192871
	Iteration 38Q: 3 clusters Score -2.344093e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 102080 members 
Entering Unmasked Estep 
Score: -23440936.000000 Penalty: 5919.192871
	Iteration 39Q: 3 clusters Score -2.344094e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -23441000.000000 Penalty: 5919.192871
	Iteration 40F: 3 clusters Score -2.3441e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -23440980.000000 Penalty: 5919.192871
	Iteration 41Q: 3 clusters Score -2.344098e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -23441034.000000 Penalty: 5919.192871
	Iteration 42Q: 3 clusters Score -2.344103e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -23441048.000000 Penalty: 5919.192871
	Iteration 43Q: 3 clusters Score -2.344105e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -23441058.000000 Penalty: 5919.192871
	Iteration 44Q: 3 clusters Score -2.344106e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -23441066.000000 Penalty: 5919.192871
	Iteration 45Q: 3 clusters Score -2.344107e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -23441066.000000 Penalty: 5919.192871
	Iteration 46Q: 3 clusters Score -2.344107e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -23441040.000000 Penalty: 5919.192871
	Iteration 47Q: 3 clusters Score -2.344104e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -23441050.000000 Penalty: 5919.192871
	Iteration 48Q: 3 clusters Score -2.344105e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -23441110.000000 Penalty: 5919.192871
	Iteration 49Q: 3 clusters Score -2.344111e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -23441108.000000 Penalty: 5919.192871
	Iteration 50Q: 3 clusters Score -2.344111e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 100183 members 
Entering Unmasked Estep 
Score: -23441114.000000 Penalty: 5919.192871
	Iteration 51Q: 3 clusters Score -2.344111e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -23441168.000000 Penalty: 5919.192871
	Iteration 52Q: 3 clusters Score -2.344117e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -23441190.000000 Penalty: 5919.192871
	Iteration 53Q: 3 clusters Score -2.344119e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -23441240.000000 Penalty: 5919.192871
	Iteration 54Q: 3 clusters Score -2.344124e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -23441288.000000 Penalty: 5919.192871
	Iteration 55Q: 3 clusters Score -2.344129e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -23441306.000000 Penalty: 5919.192871
	Iteration 56Q: 3 clusters Score -2.344131e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -23441296.000000 Penalty: 5919.192871
	Iteration 57Q: 3 clusters Score -2.34413e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -23441328.000000 Penalty: 5919.192871
	Iteration 58Q: 3 clusters Score -2.344133e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -23441372.000000 Penalty: 5919.192871
	Iteration 59Q: 3 clusters Score -2.344137e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 99303 members 
Entering Unmasked Estep 
Score: -23441432.000000 Penalty: 5919.192871
	Iteration 60F: 3 clusters Score -2.344143e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -23441342.000000 Penalty: 5919.192871
	Iteration 61Q: 3 clusters Score -2.344134e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -23441406.000000 Penalty: 5919.192871
	Iteration 62Q: 3 clusters Score -2.344141e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -23441434.000000 Penalty: 5919.192871
	Iteration 63Q: 3 clusters Score -2.344143e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -23441482.000000 Penalty: 5919.192871
	Iteration 64Q: 3 clusters Score -2.344148e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -23441570.000000 Penalty: 5919.192871
	Iteration 65Q: 3 clusters Score -2.344157e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -23441630.000000 Penalty: 5919.192871
	Iteration 66Q: 3 clusters Score -2.344163e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -23441636.000000 Penalty: 5919.192871
	Iteration 67Q: 3 clusters Score -2.344164e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 98812 members 
Entering Unmasked Estep 
Score: -23441714.000000 Penalty: 5919.192871
	Iteration 68Q: 3 clusters Score -2.344171e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -23441794.000000 Penalty: 5919.192871
	Iteration 69Q: 3 clusters Score -2.344179e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -23441818.000000 Penalty: 5919.192871
	Iteration 70Q: 3 clusters Score -2.344182e+07 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.344182e+07 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.344194e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.344208e+07 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.344206e+07 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.344215e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.344226e+07 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.344238e+07 nChanged 674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.344248e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.344253e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.344265e+07 nChanged 695
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.344293e+07 nChanged 747
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.3443e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.344314e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.34433e+07 nChanged 934
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 97451 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.344353e+07 nChanged 980
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 97423 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.344377e+07 nChanged 996
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.344404e+07 nChanged 1080
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.344436e+07 nChanged 1045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.344454e+07 nChanged 1084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 97198 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.344528e+07 nChanged 1333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 96711 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.34461e+07 nChanged 1461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.344663e+07 nChanged 1496
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Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.344698e+07 nChanged 1589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 95932 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.344847e+07 nChanged 1694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.344893e+07 nChanged 1791
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Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.344949e+07 nChanged 1776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 94686 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 94370 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.345116e+07 nChanged 1517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.345164e+07 nChanged 1367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.345196e+07 nChanged 1238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 93556 members 
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	Iteration 108Q: 3 clusters Score -2.345226e+07 nChanged 1057
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 93411 members 
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	Iteration 109Q: 3 clusters Score -2.345261e+07 nChanged 966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.345283e+07 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 93237 members 
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	Iteration 111Q: 3 clusters Score -2.345298e+07 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 93123 members 
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	Iteration 112Q: 3 clusters Score -2.345298e+07 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 93024 members 
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	Iteration 113Q: 3 clusters Score -2.345307e+07 nChanged 531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.345314e+07 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 92840 members 
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	Iteration 115Q: 3 clusters Score -2.345315e+07 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 92738 members 
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	Iteration 116Q: 3 clusters Score -2.345317e+07 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 92665 members 
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	Iteration 117Q: 3 clusters Score -2.345321e+07 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 92597 members 
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	Iteration 118Q: 3 clusters Score -2.345318e+07 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.345323e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.345322e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.345323e+07 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 92342 members 
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	Iteration 122Q: 3 clusters Score -2.345329e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.345325e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.345326e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.345324e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.345325e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.345319e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.345322e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.34532e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.345322e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.345322e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60285 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.345323e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.345324e+07 nChanged 74
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.345327e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.345328e+07 nChanged 90
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.345326e+07 nChanged 96
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.345332e+07 nChanged 76
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.345332e+07 nChanged 71
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.345336e+07 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.345334e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60835 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.345335e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60910 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60965 members 
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	Iteration 143Q: 3 clusters Score -2.345336e+07 nChanged 49
Entering Unmasked Mstep 
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	Iteration 144Q: 3 clusters Score -2.345339e+07 nChanged 49
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	Iteration 146Q: 3 clusters Score -2.345338e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.345338e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.345338e+07 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.345339e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 91099 members 
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	Iteration 150Q: 3 clusters Score -2.345337e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61277 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.345341e+07 nChanged 40
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	Iteration 152Q: 3 clusters Score -2.34534e+07 nChanged 35
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Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.345341e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.345341e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61428 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.345339e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.34534e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61508 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.345341e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -23453416.000000 Penalty: 5919.192871
	Iteration 158Q: 3 clusters Score -2.345342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -23453416.000000 Penalty: 5919.192871
	Iteration 159Q: 3 clusters Score -2.345342e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -23453428.000000 Penalty: 5919.192871
	Iteration 160F: 3 clusters Score -2.345343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -23453438.000000 Penalty: 5919.192871
	Iteration 161Q: 3 clusters Score -2.345344e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -23453412.000000 Penalty: 5919.192871
	Iteration 162Q: 3 clusters Score -2.345341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -23453418.000000 Penalty: 5919.192871
	Iteration 163Q: 3 clusters Score -2.345342e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -23453428.000000 Penalty: 5919.192871
	Iteration 164Q: 3 clusters Score -2.345343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -23453438.000000 Penalty: 5919.192871
	Iteration 165Q: 3 clusters Score -2.345344e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -23453442.000000 Penalty: 5919.192871
	Iteration 166Q: 3 clusters Score -2.345344e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -23453474.000000 Penalty: 5919.192871
	Iteration 167Q: 3 clusters Score -2.345347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -23453460.000000 Penalty: 5919.192871
	Iteration 168Q: 3 clusters Score -2.345346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -23453468.000000 Penalty: 5919.192871
	Iteration 169Q: 3 clusters Score -2.345347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -23453456.000000 Penalty: 5919.192871
	Iteration 170Q: 3 clusters Score -2.345346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -23453480.000000 Penalty: 5919.192871
	Iteration 171Q: 3 clusters Score -2.345348e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -23453484.000000 Penalty: 5919.192871
	Iteration 172Q: 3 clusters Score -2.345348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -23453478.000000 Penalty: 5919.192871
	Iteration 173Q: 3 clusters Score -2.345348e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -23453484.000000 Penalty: 5919.192871
	Iteration 174Q: 3 clusters Score -2.345348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -23453494.000000 Penalty: 5919.192871
	Iteration 175Q: 3 clusters Score -2.345349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -23453488.000000 Penalty: 5919.192871
	Iteration 176Q: 3 clusters Score -2.345349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 90013 members 
Entering Unmasked Estep 
Score: -23453486.000000 Penalty: 5919.192871
	Iteration 177Q: 3 clusters Score -2.345349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -23453454.000000 Penalty: 5919.192871
	Iteration 178Q: 3 clusters Score -2.345345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -23453454.000000 Penalty: 5919.192871
	Iteration 179Q: 3 clusters Score -2.345345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -23453502.000000 Penalty: 5919.192871
	Iteration 180F: 3 clusters Score -2.34535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -23453504.000000 Penalty: 5919.192871
	Iteration 181Q: 3 clusters Score -2.34535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -23453502.000000 Penalty: 5919.192871
	Iteration 182Q: 3 clusters Score -2.34535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -23453524.000000 Penalty: 5919.192871
	Iteration 183Q: 3 clusters Score -2.345352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -23453526.000000 Penalty: 5919.192871
	Iteration 184Q: 3 clusters Score -2.345353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -23453510.000000 Penalty: 5919.192871
	Iteration 185Q: 3 clusters Score -2.345351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -23453496.000000 Penalty: 5919.192871
	Iteration 186Q: 3 clusters Score -2.34535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -23453514.000000 Penalty: 5919.192871
	Iteration 187Q: 3 clusters Score -2.345351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -23453504.000000 Penalty: 5919.192871
	Iteration 188Q: 3 clusters Score -2.34535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -23453524.000000 Penalty: 5919.192871
	Iteration 189Q: 3 clusters Score -2.345352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -23453504.000000 Penalty: 5919.192871
	Iteration 190Q: 3 clusters Score -2.34535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -23453520.000000 Penalty: 5919.192871
	Iteration 191Q: 3 clusters Score -2.345352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -23453532.000000 Penalty: 5919.192871
	Iteration 192Q: 3 clusters Score -2.345353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -23453534.000000 Penalty: 5919.192871
	Iteration 193Q: 3 clusters Score -2.345353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -23453518.000000 Penalty: 5919.192871
	Iteration 194Q: 3 clusters Score -2.345352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -23453532.000000 Penalty: 5919.192871
	Iteration 195Q: 3 clusters Score -2.345353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -23453540.000000 Penalty: 5919.192871
	Iteration 196Q: 3 clusters Score -2.345354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -23453556.000000 Penalty: 5919.192871
	Iteration 197Q: 3 clusters Score -2.345356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -23453548.000000 Penalty: 5919.192871
	Iteration 198Q: 3 clusters Score -2.345355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 89487 members 
Entering Unmasked Estep 
Score: -23453546.000000 Penalty: 5919.192871
	Iteration 199Q: 3 clusters Score -2.345355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -23453566.000000 Penalty: 5919.192871
	Iteration 200F: 3 clusters Score -2.345357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -23453564.000000 Penalty: 5919.192871
	Iteration 201Q: 3 clusters Score -2.345356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -23453592.000000 Penalty: 5919.192871
	Iteration 202Q: 3 clusters Score -2.345359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -23453584.000000 Penalty: 5919.192871
	Iteration 203Q: 3 clusters Score -2.345358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -23453590.000000 Penalty: 5919.192871
	Iteration 204Q: 3 clusters Score -2.345359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -23453606.000000 Penalty: 5919.192871
	Iteration 205Q: 3 clusters Score -2.345361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -23453594.000000 Penalty: 5919.192871
	Iteration 206Q: 3 clusters Score -2.345359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -23453598.000000 Penalty: 5919.192871
	Iteration 207Q: 3 clusters Score -2.34536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -23453604.000000 Penalty: 5919.192871
	Iteration 208Q: 3 clusters Score -2.34536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -23453600.000000 Penalty: 5919.192871
	Iteration 209Q: 3 clusters Score -2.34536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -23453598.000000 Penalty: 5919.192871
	Iteration 210Q: 3 clusters Score -2.34536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -23453602.000000 Penalty: 5919.192871
	Iteration 211Q: 3 clusters Score -2.34536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -23453614.000000 Penalty: 5919.192871
	Iteration 212Q: 3 clusters Score -2.345361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -23453602.000000 Penalty: 5919.192871
	Iteration 213Q: 3 clusters Score -2.34536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -23453618.000000 Penalty: 5919.192871
	Iteration 214Q: 3 clusters Score -2.345362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -23453624.000000 Penalty: 5919.192871
	Iteration 215Q: 3 clusters Score -2.345362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -23453628.000000 Penalty: 5919.192871
	Iteration 216Q: 3 clusters Score -2.345363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63132 members 
Mstep: Class 2 contains 89206 members 
Entering Unmasked Estep 
Score: -23453634.000000 Penalty: 5919.192871
	Iteration 217Q: 3 clusters Score -2.345363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -23453626.000000 Penalty: 5919.192871
	Iteration 218Q: 3 clusters Score -2.345363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -23453626.000000 Penalty: 5919.192871
	Iteration 219Q: 3 clusters Score -2.345363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -23453636.000000 Penalty: 5919.192871
	Iteration 220F: 3 clusters Score -2.345364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -23453628.000000 Penalty: 5919.192871
	Iteration 221Q: 3 clusters Score -2.345363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -23453634.000000 Penalty: 5919.192871
	Iteration 222Q: 3 clusters Score -2.345363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 89188 members 
Entering Unmasked Estep 
Score: -23453634.000000 Penalty: 5919.192871
	Iteration 223F: 3 clusters Score -2.345363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 192913 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22918 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16076 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 38615 members 
Mstep: Class 24 contains 4120 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 11129 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 27256 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 63150 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 232 members 
Mstep: Class 42 contains 89188 members 
Entering Unmasked Estep 
Score: -104156520.000000 Penalty: 140150.937500
Splitting cluster 37 changes total score from -104142568.000000 to -104156520.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 38 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -84278.992188 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -84278.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82659.148438 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -82659.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82901.429688 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -82901.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82981.710938 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -82981.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83040.796875 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -83040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83093.625000 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -83093.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83129.031250 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -83129.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83178.078125 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -83178.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83227.718750 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -83227.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83305.796875 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -83305.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83384.554688 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -83384.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83425.984375 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -83425.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83474.726562 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -83474.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83533.078125 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -83533.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83559.281250 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -83559.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83560.859375 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -83560.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83560.859375 Penalty: 3178.630371
	Iteration 15F: 3 clusters Score -83560.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -77801.359375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -77801.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76239.085938 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -76239.09 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -76691.320312 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -76691.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76920.648438 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -76920.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77016.742188 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -77016.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77064.039062 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77064.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77088.429688 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77088.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77109.687500 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77109.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77126.125000 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77126.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77146.367188 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77146.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77156.187500 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77156.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77161.632812 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -77161.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77163.132812 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -77163.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77163.132812 Penalty: 3246.493408
	Iteration 12F: 3 clusters Score -77163.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -179328.406250 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -179328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -177224.750000 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -177224.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -177530.218750 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -177530.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -177623.328125 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -177623.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -177656.984375 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -177657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177672.906250 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -177672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177684.625000 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -177684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177693.843750 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -177693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -177698.437500 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -177698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177703.953125 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -177704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177710.703125 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -177710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177714.312500 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -177714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177718.562500 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -177718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177719.500000 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -177719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -177720.625000 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -177720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177720.984375 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -177721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -177720.984375 Penalty: 3532.141357
	Iteration 15F: 3 clusters Score -177721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -24412.214844 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -24412.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23403.228516 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -23403.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23755.384766 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -23755.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -24185.656250 Penalty: 2701.581787
	Iteration 2F: 3 clusters Score -24185.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -24399.412109 Penalty: 2701.581787
	Iteration 3F: 3 clusters Score -24399.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -24457.009766 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -24457.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -24471.091797 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -24471.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -24486.396484 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -24486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -24504.507812 Penalty: 2701.581787
	Iteration 7Q: 3 clusters Score -24504.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -24504.507812 Penalty: 2701.581787
	Iteration 8F: 3 clusters Score -24504.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 192913 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22918 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16076 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 38615 members 
Mstep: Class 24 contains 4120 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 11129 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 27256 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 63150 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 174 members 
Mstep: Class 42 contains 89188 members 
Mstep: Class 43 contains 58 members 
Entering Unmasked Estep 
Score: -104154600.000000 Penalty: 143487.859375
Splitting cluster 41 changes total score from -104142568.000000 to -104154600.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 192913 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22918 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16076 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2254 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 38615 members 
Mstep: Class 24 contains 4120 members 
Mstep: Class 25 contains 44872 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 11129 members 
Mstep: Class 28 contains 2184 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 27256 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 794 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 63150 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159496.000000 Penalty: 143487.859375
Iteration 159Q: 44 clusters Score -1.041595e+08 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 187124 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 30891 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 26493 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22816 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16092 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 38557 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 45048 members 
Mstep: Class 26 contains 18128 members 
Mstep: Class 27 contains 11036 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14114 members 
Mstep: Class 32 contains 28081 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 790 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 140 members 
Mstep: Class 37 contains 70110 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 178 members 
Mstep: Class 42 contains 87478 members 
Mstep: Class 43 contains 58 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166104.000000 Penalty: 143487.859375
Iteration 160F: 44 clusters Score -1.041661e+08 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 182508 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 30884 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 26403 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 5129 members 
Mstep: Class 13 contains 22697 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16055 members 
Mstep: Class 16 contains 15204 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 38483 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 45097 members 
Mstep: Class 26 contains 17852 members 
Mstep: Class 27 contains 10926 members 
Mstep: Class 28 contains 2187 members 
Mstep: Class 29 contains 3174 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14117 members 
Mstep: Class 32 contains 27828 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 74716 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 180 members 
Mstep: Class 42 contains 88488 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169592.000000 Penalty: 143487.859375
Iteration 161Q: 44 clusters Score -1.041696e+08 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 178037 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 30878 members 
Mstep: Class 5 contains 3422 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 26341 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22638 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 15203 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 38453 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 45177 members 
Mstep: Class 26 contains 17708 members 
Mstep: Class 27 contains 10889 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14124 members 
Mstep: Class 32 contains 27634 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 79040 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 89148 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171752.000000 Penalty: 143487.859375
Iteration 162Q: 44 clusters Score -1.041718e+08 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 173202 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 30874 members 
Mstep: Class 5 contains 3416 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22587 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 15202 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 38437 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 45245 members 
Mstep: Class 26 contains 17600 members 
Mstep: Class 27 contains 10858 members 
Mstep: Class 28 contains 2185 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14128 members 
Mstep: Class 32 contains 27418 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 83481 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 89965 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174056.000000 Penalty: 143487.859375
Iteration 163Q: 44 clusters Score -1.041741e+08 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 168318 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 30867 members 
Mstep: Class 5 contains 3409 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 26302 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 2970 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22552 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15979 members 
Mstep: Class 16 contains 15202 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 38429 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 45268 members 
Mstep: Class 26 contains 17550 members 
Mstep: Class 27 contains 10828 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14126 members 
Mstep: Class 32 contains 27193 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 87942 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 90767 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104176336.000000 Penalty: 143487.859375
Iteration 164Q: 44 clusters Score -1.041763e+08 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 163216 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 30857 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 26291 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22529 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 15201 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 4370 members 
Mstep: Class 23 contains 38410 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 45240 members 
Mstep: Class 26 contains 17513 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 2188 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14126 members 
Mstep: Class 32 contains 27000 members 
Mstep: Class 33 contains 1261 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 92430 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 91755 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104178024.000000 Penalty: 143487.859375
Iteration 165Q: 44 clusters Score -1.04178e+08 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 157847 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 30855 members 
Mstep: Class 5 contains 3406 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 26272 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4354 members 
Mstep: Class 23 contains 38406 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 45169 members 
Mstep: Class 26 contains 17510 members 
Mstep: Class 27 contains 10793 members 
Mstep: Class 28 contains 2190 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14126 members 
Mstep: Class 32 contains 26824 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 96901 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 93006 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104178856.000000 Penalty: 143487.859375
Iteration 166Q: 44 clusters Score -1.041789e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 153516 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 30847 members 
Mstep: Class 5 contains 3407 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 26270 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 15932 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4336 members 
Mstep: Class 23 contains 38411 members 
Mstep: Class 24 contains 4122 members 
Mstep: Class 25 contains 45037 members 
Mstep: Class 26 contains 17515 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 2191 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14119 members 
Mstep: Class 32 contains 26621 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 100948 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 93689 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179808.000000 Penalty: 143487.859375
Iteration 167Q: 44 clusters Score -1.041798e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 150172 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 30841 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 26232 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15913 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4317 members 
Mstep: Class 23 contains 38413 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 44864 members 
Mstep: Class 26 contains 17509 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14120 members 
Mstep: Class 32 contains 26406 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 104641 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 93839 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179592.000000 Penalty: 143487.859375
Iteration 168Q: 44 clusters Score -1.041796e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 147358 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 30831 members 
Mstep: Class 5 contains 3405 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 26212 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2816 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 38406 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 44732 members 
Mstep: Class 26 contains 17549 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14118 members 
Mstep: Class 32 contains 26204 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 108003 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 93629 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179848.000000 Penalty: 143487.859375
Iteration 169Q: 44 clusters Score -1.041798e+08 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 145176 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 30823 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 26190 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22414 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4292 members 
Mstep: Class 23 contains 38401 members 
Mstep: Class 24 contains 4138 members 
Mstep: Class 25 contains 44595 members 
Mstep: Class 26 contains 17575 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14120 members 
Mstep: Class 32 contains 26034 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111098 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 93033 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179720.000000 Penalty: 143487.859375
Iteration 170Q: 44 clusters Score -1.041797e+08 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 143598 members 
Mstep: Class 3 contains 4499 members 
Mstep: Class 4 contains 30817 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 26189 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2811 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4291 members 
Mstep: Class 23 contains 38386 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 44481 members 
Mstep: Class 26 contains 17629 members 
Mstep: Class 27 contains 10830 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14120 members 
Mstep: Class 32 contains 25892 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113818 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 92073 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104179392.000000 Penalty: 143487.859375
Iteration 171Q: 44 clusters Score -1.041794e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 142457 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 30813 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 26197 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15907 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4292 members 
Mstep: Class 23 contains 38383 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 44342 members 
Mstep: Class 26 contains 17657 members 
Mstep: Class 27 contains 10854 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14129 members 
Mstep: Class 32 contains 25805 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116199 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 90966 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104178896.000000 Penalty: 143487.859375
Iteration 172Q: 44 clusters Score -1.041789e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 141558 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 30812 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 26200 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22407 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4296 members 
Mstep: Class 23 contains 38373 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 44213 members 
Mstep: Class 26 contains 17698 members 
Mstep: Class 27 contains 10867 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14137 members 
Mstep: Class 32 contains 25700 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118443 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 89768 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104178416.000000 Penalty: 143487.859375
Iteration 173Q: 44 clusters Score -1.041784e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 140983 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 26193 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4226 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4308 members 
Mstep: Class 23 contains 38369 members 
Mstep: Class 24 contains 4162 members 
Mstep: Class 25 contains 44091 members 
Mstep: Class 26 contains 17742 members 
Mstep: Class 27 contains 10873 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14146 members 
Mstep: Class 32 contains 25591 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 120478 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 88434 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104177992.000000 Penalty: 143487.859375
Iteration 174Q: 44 clusters Score -1.04178e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 140666 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 30809 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 26182 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 15898 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 38363 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 43998 members 
Mstep: Class 26 contains 17775 members 
Mstep: Class 27 contains 10888 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14149 members 
Mstep: Class 32 contains 25508 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 122356 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 86951 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104177176.000000 Penalty: 143487.859375
Iteration 175Q: 44 clusters Score -1.041772e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 140580 members 
Mstep: Class 3 contains 4698 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 26183 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15904 members 
Mstep: Class 16 contains 15199 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 38365 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 43918 members 
Mstep: Class 26 contains 17802 members 
Mstep: Class 27 contains 10893 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14153 members 
Mstep: Class 32 contains 25363 members 
Mstep: Class 33 contains 1262 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 124129 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 85390 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104176560.000000 Penalty: 143487.859375
Iteration 176Q: 44 clusters Score -1.041766e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 140755 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 30809 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 26176 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 2936 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15911 members 
Mstep: Class 16 contains 15197 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4335 members 
Mstep: Class 23 contains 38366 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 43851 members 
Mstep: Class 26 contains 17831 members 
Mstep: Class 27 contains 10901 members 
Mstep: Class 28 contains 2193 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14152 members 
Mstep: Class 32 contains 25193 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 125888 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 83619 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104175696.000000 Penalty: 143487.859375
Iteration 177Q: 44 clusters Score -1.041757e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 141048 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 26169 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 5127 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15922 members 
Mstep: Class 16 contains 15197 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4342 members 
Mstep: Class 23 contains 38364 members 
Mstep: Class 24 contains 4179 members 
Mstep: Class 25 contains 43795 members 
Mstep: Class 26 contains 17874 members 
Mstep: Class 27 contains 10899 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14151 members 
Mstep: Class 32 contains 25021 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 127545 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 81814 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174912.000000 Penalty: 143487.859375
Iteration 178Q: 44 clusters Score -1.041749e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 141413 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 26162 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22444 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 15197 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4340 members 
Mstep: Class 23 contains 38371 members 
Mstep: Class 24 contains 4180 members 
Mstep: Class 25 contains 43735 members 
Mstep: Class 26 contains 17910 members 
Mstep: Class 27 contains 10901 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14151 members 
Mstep: Class 32 contains 24825 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 129154 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 80012 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174008.000000 Penalty: 143487.859375
Iteration 179Q: 44 clusters Score -1.04174e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 141867 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3400 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 26152 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 15195 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4347 members 
Mstep: Class 23 contains 38367 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 43690 members 
Mstep: Class 26 contains 17936 members 
Mstep: Class 27 contains 10908 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14159 members 
Mstep: Class 32 contains 24614 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 130645 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 78276 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173352.000000 Penalty: 143487.859375
Iteration 180F: 44 clusters Score -1.041734e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 142136 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 30810 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 2933 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15928 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4348 members 
Mstep: Class 23 contains 38368 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 43646 members 
Mstep: Class 26 contains 17946 members 
Mstep: Class 27 contains 10916 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3136 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14166 members 
Mstep: Class 32 contains 24381 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 132438 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 76448 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172360.000000 Penalty: 143487.859375
Iteration 181Q: 44 clusters Score -1.041724e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 142447 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 30808 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22458 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4347 members 
Mstep: Class 23 contains 38375 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 43574 members 
Mstep: Class 26 contains 17959 members 
Mstep: Class 27 contains 10918 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14174 members 
Mstep: Class 32 contains 24159 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 134159 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 74672 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172056.000000 Penalty: 143487.859375
Iteration 182Q: 44 clusters Score -1.041721e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 142830 members 
Mstep: Class 3 contains 4818 members 
Mstep: Class 4 contains 30806 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4346 members 
Mstep: Class 23 contains 38375 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 43501 members 
Mstep: Class 26 contains 17995 members 
Mstep: Class 27 contains 10931 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14177 members 
Mstep: Class 32 contains 23958 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 135699 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 72949 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170960.000000 Penalty: 143487.859375
Iteration 183Q: 44 clusters Score -1.04171e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 143294 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 3396 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 26157 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4347 members 
Mstep: Class 23 contains 38374 members 
Mstep: Class 24 contains 4193 members 
Mstep: Class 25 contains 43426 members 
Mstep: Class 26 contains 18040 members 
Mstep: Class 27 contains 10939 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14177 members 
Mstep: Class 32 contains 23739 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 137074 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 71314 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170440.000000 Penalty: 143487.859375
Iteration 184Q: 44 clusters Score -1.041704e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 143779 members 
Mstep: Class 3 contains 4862 members 
Mstep: Class 4 contains 30802 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4355 members 
Mstep: Class 23 contains 38370 members 
Mstep: Class 24 contains 4196 members 
Mstep: Class 25 contains 43373 members 
Mstep: Class 26 contains 18087 members 
Mstep: Class 27 contains 10946 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14179 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 138274 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 69780 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169400.000000 Penalty: 143487.859375
Iteration 185Q: 44 clusters Score -1.041694e+08 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 144267 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4359 members 
Mstep: Class 23 contains 38364 members 
Mstep: Class 24 contains 4200 members 
Mstep: Class 25 contains 43319 members 
Mstep: Class 26 contains 18131 members 
Mstep: Class 27 contains 10954 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14188 members 
Mstep: Class 32 contains 23369 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 139456 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 68249 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168128.000000 Penalty: 143487.859375
Iteration 186Q: 44 clusters Score -1.041681e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 144745 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 26189 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 6106 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22521 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15929 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4360 members 
Mstep: Class 23 contains 38366 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 43268 members 
Mstep: Class 26 contains 18164 members 
Mstep: Class 27 contains 10962 members 
Mstep: Class 28 contains 2194 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14195 members 
Mstep: Class 32 contains 23165 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 140520 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 66853 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167376.000000 Penalty: 143487.859375
Iteration 187Q: 44 clusters Score -1.041674e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 145227 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 26201 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22534 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 4370 members 
Mstep: Class 23 contains 38361 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 43229 members 
Mstep: Class 26 contains 18194 members 
Mstep: Class 27 contains 10968 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14201 members 
Mstep: Class 32 contains 22930 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 141496 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 65573 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166312.000000 Penalty: 143487.859375
Iteration 188Q: 44 clusters Score -1.041663e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 145649 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 26213 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22541 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 38362 members 
Mstep: Class 24 contains 4207 members 
Mstep: Class 25 contains 43184 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 10982 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14205 members 
Mstep: Class 32 contains 22662 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 142442 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1239 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 64434 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165760.000000 Penalty: 143487.859375
Iteration 189Q: 44 clusters Score -1.041658e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 146098 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 26210 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22552 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 38361 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 10991 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14207 members 
Mstep: Class 32 contains 22425 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 143215 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1239 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 63436 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164768.000000 Penalty: 143487.859375
Iteration 190Q: 44 clusters Score -1.041648e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 146544 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 38355 members 
Mstep: Class 24 contains 4226 members 
Mstep: Class 25 contains 43088 members 
Mstep: Class 26 contains 18269 members 
Mstep: Class 27 contains 10999 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14207 members 
Mstep: Class 32 contains 22199 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 143826 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1240 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 62608 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163952.000000 Penalty: 143487.859375
Iteration 191Q: 44 clusters Score -1.04164e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 147017 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 26190 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 22579 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 38345 members 
Mstep: Class 24 contains 4232 members 
Mstep: Class 25 contains 43046 members 
Mstep: Class 26 contains 18287 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14209 members 
Mstep: Class 32 contains 21978 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 144355 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 61848 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163424.000000 Penalty: 143487.859375
Iteration 192Q: 44 clusters Score -1.041634e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 147460 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 26181 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22590 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2286 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 38337 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42995 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14215 members 
Mstep: Class 32 contains 21777 members 
Mstep: Class 33 contains 1263 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 144838 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 61142 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162768.000000 Penalty: 143487.859375
Iteration 193Q: 44 clusters Score -1.041628e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 147855 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 30799 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 26184 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 38336 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42952 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2195 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14216 members 
Mstep: Class 32 contains 21599 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145246 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 60523 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162448.000000 Penalty: 143487.859375
Iteration 194Q: 44 clusters Score -1.041624e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 148189 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 30798 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 26181 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22611 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4393 members 
Mstep: Class 23 contains 38333 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42933 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14222 members 
Mstep: Class 32 contains 21438 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145515 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1243 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 60079 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162312.000000 Penalty: 143487.859375
Iteration 195Q: 44 clusters Score -1.041623e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 148503 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 3395 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22611 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 38334 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42905 members 
Mstep: Class 26 contains 18378 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 2196 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14228 members 
Mstep: Class 32 contains 21286 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145699 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59742 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161728.000000 Penalty: 143487.859375
Iteration 196Q: 44 clusters Score -1.041617e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 148793 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 26175 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 38331 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42870 members 
Mstep: Class 26 contains 18396 members 
Mstep: Class 27 contains 11017 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14232 members 
Mstep: Class 32 contains 21131 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145810 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59511 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161176.000000 Penalty: 143487.859375
Iteration 197Q: 44 clusters Score -1.041612e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 149058 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 6119 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22625 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 38329 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42833 members 
Mstep: Class 26 contains 18400 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14234 members 
Mstep: Class 32 contains 20978 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145870 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59343 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160792.000000 Penalty: 143487.859375
Iteration 198Q: 44 clusters Score -1.041608e+08 nChanged 1146
Entering ConstructFrom: 
Score: -104160792.000000 Penalty: 143487.859375
Entering ConstructFrom: 
Trying to split cluster 1 (16437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Entering Unmasked Estep 
Score: -2309621.500000 Penalty: 2407.407959
	Iteration 0F: 2 clusters Score -2309622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2297846.500000 Penalty: 4814.815918
	Iteration 0F: 3 clusters Score -2297846 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2301810.500000 Penalty: 4814.815918
	Iteration 1F: 3 clusters Score -2301810 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2302389.250000 Penalty: 4814.815918
	Iteration 2F: 3 clusters Score -2302389 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2302972.500000 Penalty: 4814.815918
	Iteration 3F: 3 clusters Score -2302972 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2303628.500000 Penalty: 4814.815918
	Iteration 4F: 3 clusters Score -2303628 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2304368.500000 Penalty: 4814.815918
	Iteration 5F: 3 clusters Score -2304368 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2305133.500000 Penalty: 4814.815918
	Iteration 6F: 3 clusters Score -2305134 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2305806.750000 Penalty: 4814.815918
	Iteration 7F: 3 clusters Score -2305807 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2306332.750000 Penalty: 4814.815918
	Iteration 8Q: 3 clusters Score -2306333 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2306652.500000 Penalty: 4814.815918
	Iteration 9Q: 3 clusters Score -2306652 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2306887.500000 Penalty: 4814.815918
	Iteration 10Q: 3 clusters Score -2306888 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2307049.750000 Penalty: 4814.815918
	Iteration 11Q: 3 clusters Score -2307050 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2307193.750000 Penalty: 4814.815918
	Iteration 12Q: 3 clusters Score -2307194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2307331.000000 Penalty: 4814.815918
	Iteration 13Q: 3 clusters Score -2307331 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2307445.000000 Penalty: 4814.815918
	Iteration 14Q: 3 clusters Score -2307445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2307547.250000 Penalty: 4814.815918
	Iteration 15Q: 3 clusters Score -2307547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2307628.750000 Penalty: 4814.815918
	Iteration 16Q: 3 clusters Score -2307629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2307720.250000 Penalty: 4814.815918
	Iteration 17Q: 3 clusters Score -2307720 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2307818.500000 Penalty: 4814.815918
	Iteration 18Q: 3 clusters Score -2307818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2307898.250000 Penalty: 4814.815918
	Iteration 19Q: 3 clusters Score -2307898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2307937.750000 Penalty: 4814.815918
	Iteration 20F: 3 clusters Score -2307938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2307959.000000 Penalty: 4814.815918
	Iteration 21Q: 3 clusters Score -2307959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2307993.250000 Penalty: 4814.815918
	Iteration 22Q: 3 clusters Score -2307993 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2308023.000000 Penalty: 4814.815918
	Iteration 23Q: 3 clusters Score -2308023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2308058.750000 Penalty: 4814.815918
	Iteration 24Q: 3 clusters Score -2308059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2308094.000000 Penalty: 4814.815918
	Iteration 25Q: 3 clusters Score -2308094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2308131.250000 Penalty: 4814.815918
	Iteration 26Q: 3 clusters Score -2308131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2308159.250000 Penalty: 4814.815918
	Iteration 27Q: 3 clusters Score -2308159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2308186.000000 Penalty: 4814.815918
	Iteration 28Q: 3 clusters Score -2308186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2308211.500000 Penalty: 4814.815918
	Iteration 29Q: 3 clusters Score -2308212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2308249.750000 Penalty: 4814.815918
	Iteration 30Q: 3 clusters Score -2308250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2308277.250000 Penalty: 4814.815918
	Iteration 31Q: 3 clusters Score -2308277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2308298.000000 Penalty: 4814.815918
	Iteration 32Q: 3 clusters Score -2308298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2308321.250000 Penalty: 4814.815918
	Iteration 33Q: 3 clusters Score -2308321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2308341.250000 Penalty: 4814.815918
	Iteration 34Q: 3 clusters Score -2308341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2308356.500000 Penalty: 4814.815918
	Iteration 35Q: 3 clusters Score -2308356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2308372.500000 Penalty: 4814.815918
	Iteration 36Q: 3 clusters Score -2308372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2308385.500000 Penalty: 4814.815918
	Iteration 37Q: 3 clusters Score -2308386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2308389.500000 Penalty: 4814.815918
	Iteration 38Q: 3 clusters Score -2308390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2308402.750000 Penalty: 4814.815918
	Iteration 39Q: 3 clusters Score -2308403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2308408.000000 Penalty: 4814.815918
	Iteration 40F: 3 clusters Score -2308408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2308412.750000 Penalty: 4814.815918
	Iteration 41Q: 3 clusters Score -2308413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2308420.500000 Penalty: 4814.815918
	Iteration 42Q: 3 clusters Score -2308420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2308429.250000 Penalty: 4814.815918
	Iteration 43Q: 3 clusters Score -2308429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2308437.000000 Penalty: 4814.815918
	Iteration 44Q: 3 clusters Score -2308437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2308439.000000 Penalty: 4814.815918
	Iteration 45Q: 3 clusters Score -2308439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2308446.500000 Penalty: 4814.815918
	Iteration 46Q: 3 clusters Score -2308446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2308454.500000 Penalty: 4814.815918
	Iteration 47Q: 3 clusters Score -2308454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2308459.750000 Penalty: 4814.815918
	Iteration 48Q: 3 clusters Score -2308460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2308458.000000 Penalty: 4814.815918
	Iteration 49Q: 3 clusters Score -2308458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2308461.500000 Penalty: 4814.815918
	Iteration 50Q: 3 clusters Score -2308462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2308464.750000 Penalty: 4814.815918
	Iteration 51Q: 3 clusters Score -2308465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2308464.250000 Penalty: 4814.815918
	Iteration 52Q: 3 clusters Score -2308464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2308473.250000 Penalty: 4814.815918
	Iteration 53Q: 3 clusters Score -2308473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2308475.000000 Penalty: 4814.815918
	Iteration 54Q: 3 clusters Score -2308475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2308474.500000 Penalty: 4814.815918
	Iteration 55Q: 3 clusters Score -2308474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2308475.500000 Penalty: 4814.815918
	Iteration 56Q: 3 clusters Score -2308476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2308473.250000 Penalty: 4814.815918
	Iteration 57Q: 3 clusters Score -2308473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2308476.250000 Penalty: 4814.815918
	Iteration 58Q: 3 clusters Score -2308476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2308474.250000 Penalty: 4814.815918
	Iteration 59Q: 3 clusters Score -2308474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2308474.250000 Penalty: 4814.815918
	Iteration 60F: 3 clusters Score -2308474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (149326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Entering Unmasked Estep 
Score: -22986368.000000 Penalty: 2954.644043
	Iteration 0F: 2 clusters Score -2.298637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -22891470.000000 Penalty: 5909.288086
	Iteration 0F: 3 clusters Score -2.289147e+07 nChanged 71203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -22932576.000000 Penalty: 5909.288086
	Iteration 1F: 3 clusters Score -2.293258e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -22933610.000000 Penalty: 5909.288086
	Iteration 2Q: 3 clusters Score -2.293361e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -22935396.000000 Penalty: 5909.288086
	Iteration 3Q: 3 clusters Score -2.29354e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -22937856.000000 Penalty: 5909.288086
	Iteration 4Q: 3 clusters Score -2.293786e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -22942906.000000 Penalty: 5909.288086
	Iteration 5F: 3 clusters Score -2.294291e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -22951084.000000 Penalty: 5909.288086
	Iteration 6F: 3 clusters Score -2.295108e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120513 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -22962340.000000 Penalty: 5909.288086
	Iteration 7F: 3 clusters Score -2.296234e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -22973026.000000 Penalty: 5909.288086
	Iteration 8F: 3 clusters Score -2.297303e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -22979778.000000 Penalty: 5909.288086
	Iteration 9F: 3 clusters Score -2.297978e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22982750.000000 Penalty: 5909.288086
	Iteration 10Q: 3 clusters Score -2.298275e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22983412.000000 Penalty: 5909.288086
	Iteration 11Q: 3 clusters Score -2.298341e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -22983686.000000 Penalty: 5909.288086
	Iteration 12Q: 3 clusters Score -2.298369e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22983782.000000 Penalty: 5909.288086
	Iteration 13Q: 3 clusters Score -2.298378e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148910 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22983804.000000 Penalty: 5909.288086
	Iteration 14Q: 3 clusters Score -2.29838e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148944 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22983834.000000 Penalty: 5909.288086
	Iteration 15Q: 3 clusters Score -2.298383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22983852.000000 Penalty: 5909.288086
	Iteration 16Q: 3 clusters Score -2.298385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22983862.000000 Penalty: 5909.288086
	Iteration 17Q: 3 clusters Score -2.298386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148981 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22983892.000000 Penalty: 5909.288086
	Iteration 18Q: 3 clusters Score -2.298389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148992 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22983900.000000 Penalty: 5909.288086
	Iteration 19Q: 3 clusters Score -2.29839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22983908.000000 Penalty: 5909.288086
	Iteration 20F: 3 clusters Score -2.298391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22983894.000000 Penalty: 5909.288086
	Iteration 21Q: 3 clusters Score -2.298389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22983896.000000 Penalty: 5909.288086
	Iteration 22Q: 3 clusters Score -2.29839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149009 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22983900.000000 Penalty: 5909.288086
	Iteration 23Q: 3 clusters Score -2.29839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22983890.000000 Penalty: 5909.288086
	Iteration 24Q: 3 clusters Score -2.298389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149014 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22983892.000000 Penalty: 5909.288086
	Iteration 25Q: 3 clusters Score -2.298389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22983900.000000 Penalty: 5909.288086
	Iteration 26Q: 3 clusters Score -2.29839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22983898.000000 Penalty: 5909.288086
	Iteration 27Q: 3 clusters Score -2.29839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22983904.000000 Penalty: 5909.288086
	Iteration 28Q: 3 clusters Score -2.29839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22983892.000000 Penalty: 5909.288086
	Iteration 29Q: 3 clusters Score -2.298389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22983898.000000 Penalty: 5909.288086
	Iteration 30Q: 3 clusters Score -2.29839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22983898.000000 Penalty: 5909.288086
	Iteration 31F: 3 clusters Score -2.29839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Entering Unmasked Estep 
Score: -773382.750000 Penalty: 2111.469238
	Iteration 0F: 2 clusters Score -773382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -768943.312500 Penalty: 4222.938477
	Iteration 0F: 3 clusters Score -768943.3 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -770019.250000 Penalty: 4222.938477
	Iteration 1F: 3 clusters Score -770019.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -770207.312500 Penalty: 4222.938477
	Iteration 2F: 3 clusters Score -770207.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -770326.750000 Penalty: 4222.938477
	Iteration 3Q: 3 clusters Score -770326.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -770411.562500 Penalty: 4222.938477
	Iteration 4Q: 3 clusters Score -770411.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -770479.562500 Penalty: 4222.938477
	Iteration 5Q: 3 clusters Score -770479.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -770523.937500 Penalty: 4222.938477
	Iteration 6Q: 3 clusters Score -770523.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -770565.562500 Penalty: 4222.938477
	Iteration 7Q: 3 clusters Score -770565.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -770601.812500 Penalty: 4222.938477
	Iteration 8Q: 3 clusters Score -770601.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -770628.500000 Penalty: 4222.938477
	Iteration 9Q: 3 clusters Score -770628.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -770652.750000 Penalty: 4222.938477
	Iteration 10Q: 3 clusters Score -770652.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -770673.875000 Penalty: 4222.938477
	Iteration 11Q: 3 clusters Score -770673.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -770695.250000 Penalty: 4222.938477
	Iteration 12Q: 3 clusters Score -770695.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -770713.312500 Penalty: 4222.938477
	Iteration 13Q: 3 clusters Score -770713.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -770725.000000 Penalty: 4222.938477
	Iteration 14Q: 3 clusters Score -770725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -770729.437500 Penalty: 4222.938477
	Iteration 15Q: 3 clusters Score -770729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -770736.625000 Penalty: 4222.938477
	Iteration 16Q: 3 clusters Score -770736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -770746.625000 Penalty: 4222.938477
	Iteration 17Q: 3 clusters Score -770746.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -770758.500000 Penalty: 4222.938477
	Iteration 18Q: 3 clusters Score -770758.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -770768.312500 Penalty: 4222.938477
	Iteration 19Q: 3 clusters Score -770768.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -770783.875000 Penalty: 4222.938477
	Iteration 20F: 3 clusters Score -770783.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -770793.937500 Penalty: 4222.938477
	Iteration 21Q: 3 clusters Score -770793.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -770804.812500 Penalty: 4222.938477
	Iteration 22Q: 3 clusters Score -770804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -770809.125000 Penalty: 4222.938477
	Iteration 23Q: 3 clusters Score -770809.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -770816.687500 Penalty: 4222.938477
	Iteration 24Q: 3 clusters Score -770816.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -770817.562500 Penalty: 4222.938477
	Iteration 25Q: 3 clusters Score -770817.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -770821.062500 Penalty: 4222.938477
	Iteration 26Q: 3 clusters Score -770821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -770823.812500 Penalty: 4222.938477
	Iteration 27Q: 3 clusters Score -770823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -770828.625000 Penalty: 4222.938477
	Iteration 28Q: 3 clusters Score -770828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -770832.000000 Penalty: 4222.938477
	Iteration 29Q: 3 clusters Score -770832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -770834.812500 Penalty: 4222.938477
	Iteration 30Q: 3 clusters Score -770834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -770839.187500 Penalty: 4222.938477
	Iteration 31Q: 3 clusters Score -770839.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -770844.500000 Penalty: 4222.938477
	Iteration 32Q: 3 clusters Score -770844.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -770847.687500 Penalty: 4222.938477
	Iteration 33Q: 3 clusters Score -770847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -770851.125000 Penalty: 4222.938477
	Iteration 34Q: 3 clusters Score -770851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -770852.625000 Penalty: 4222.938477
	Iteration 35Q: 3 clusters Score -770852.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -770856.187500 Penalty: 4222.938477
	Iteration 36Q: 3 clusters Score -770856.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -770860.687500 Penalty: 4222.938477
	Iteration 37Q: 3 clusters Score -770860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -770864.562500 Penalty: 4222.938477
	Iteration 38Q: 3 clusters Score -770864.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -770875.312500 Penalty: 4222.938477
	Iteration 39Q: 3 clusters Score -770875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -770882.062500 Penalty: 4222.938477
	Iteration 40F: 3 clusters Score -770882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -770885.625000 Penalty: 4222.938477
	Iteration 41Q: 3 clusters Score -770885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -770889.437500 Penalty: 4222.938477
	Iteration 42Q: 3 clusters Score -770889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -770892.562500 Penalty: 4222.938477
	Iteration 43Q: 3 clusters Score -770892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -770898.812500 Penalty: 4222.938477
	Iteration 44Q: 3 clusters Score -770898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -770901.687500 Penalty: 4222.938477
	Iteration 45Q: 3 clusters Score -770901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -770905.062500 Penalty: 4222.938477
	Iteration 46Q: 3 clusters Score -770905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -770906.687500 Penalty: 4222.938477
	Iteration 47Q: 3 clusters Score -770906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -770908.000000 Penalty: 4222.938477
	Iteration 48Q: 3 clusters Score -770908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -770910.750000 Penalty: 4222.938477
	Iteration 49Q: 3 clusters Score -770910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -770912.687500 Penalty: 4222.938477
	Iteration 50Q: 3 clusters Score -770912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -770913.687500 Penalty: 4222.938477
	Iteration 51Q: 3 clusters Score -770913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -770912.375000 Penalty: 4222.938477
	Iteration 52Q: 3 clusters Score -770912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -770911.812500 Penalty: 4222.938477
	Iteration 53Q: 3 clusters Score -770911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -770913.250000 Penalty: 4222.938477
	Iteration 54Q: 3 clusters Score -770913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -770913.812500 Penalty: 4222.938477
	Iteration 55Q: 3 clusters Score -770913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -770914.562500 Penalty: 4222.938477
	Iteration 56Q: 3 clusters Score -770914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -770915.312500 Penalty: 4222.938477
	Iteration 57Q: 3 clusters Score -770915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -770915.312500 Penalty: 4222.938477
	Iteration 58F: 3 clusters Score -770915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Entering Unmasked Estep 
Score: -4759050.500000 Penalty: 2563.114746
	Iteration 0F: 2 clusters Score -4759050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4738107.500000 Penalty: 5126.229492
	Iteration 0F: 3 clusters Score -4738108 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4745535.500000 Penalty: 5126.229492
	Iteration 1F: 3 clusters Score -4745536 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4745957.000000 Penalty: 5126.229492
	Iteration 2Q: 3 clusters Score -4745957 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4746309.000000 Penalty: 5126.229492
	Iteration 3Q: 3 clusters Score -4746309 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4746661.000000 Penalty: 5126.229492
	Iteration 4Q: 3 clusters Score -4746661 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4746960.500000 Penalty: 5126.229492
	Iteration 5Q: 3 clusters Score -4746960 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4747325.500000 Penalty: 5126.229492
	Iteration 6Q: 3 clusters Score -4747326 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4747777.000000 Penalty: 5126.229492
	Iteration 7Q: 3 clusters Score -4747777 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4748289.000000 Penalty: 5126.229492
	Iteration 8Q: 3 clusters Score -4748289 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4748856.000000 Penalty: 5126.229492
	Iteration 9Q: 3 clusters Score -4748856 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4749433.000000 Penalty: 5126.229492
	Iteration 10Q: 3 clusters Score -4749433 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4750033.500000 Penalty: 5126.229492
	Iteration 11Q: 3 clusters Score -4750034 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4750606.500000 Penalty: 5126.229492
	Iteration 12Q: 3 clusters Score -4750606 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4751163.000000 Penalty: 5126.229492
	Iteration 13Q: 3 clusters Score -4751163 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4751625.500000 Penalty: 5126.229492
	Iteration 14Q: 3 clusters Score -4751626 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4752058.000000 Penalty: 5126.229492
	Iteration 15Q: 3 clusters Score -4752058 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4752505.500000 Penalty: 5126.229492
	Iteration 16Q: 3 clusters Score -4752506 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4752964.000000 Penalty: 5126.229492
	Iteration 17Q: 3 clusters Score -4752964 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -4753433.000000 Penalty: 5126.229492
	Iteration 18Q: 3 clusters Score -4753433 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4753940.000000 Penalty: 5126.229492
	Iteration 19Q: 3 clusters Score -4753940 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -4754401.500000 Penalty: 5126.229492
	Iteration 20F: 3 clusters Score -4754402 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4754867.500000 Penalty: 5126.229492
	Iteration 21Q: 3 clusters Score -4754868 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4755303.500000 Penalty: 5126.229492
	Iteration 22Q: 3 clusters Score -4755304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4755647.500000 Penalty: 5126.229492
	Iteration 23Q: 3 clusters Score -4755648 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4755926.000000 Penalty: 5126.229492
	Iteration 24Q: 3 clusters Score -4755926 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4756154.000000 Penalty: 5126.229492
	Iteration 25Q: 3 clusters Score -4756154 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4756342.500000 Penalty: 5126.229492
	Iteration 26Q: 3 clusters Score -4756342 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4756478.000000 Penalty: 5126.229492
	Iteration 27Q: 3 clusters Score -4756478 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4756561.000000 Penalty: 5126.229492
	Iteration 28Q: 3 clusters Score -4756561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4756641.000000 Penalty: 5126.229492
	Iteration 29Q: 3 clusters Score -4756641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4756722.500000 Penalty: 5126.229492
	Iteration 30Q: 3 clusters Score -4756722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4756776.000000 Penalty: 5126.229492
	Iteration 31Q: 3 clusters Score -4756776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4756807.500000 Penalty: 5126.229492
	Iteration 32Q: 3 clusters Score -4756808 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4756830.500000 Penalty: 5126.229492
	Iteration 33Q: 3 clusters Score -4756830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4756862.500000 Penalty: 5126.229492
	Iteration 34Q: 3 clusters Score -4756862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4756866.000000 Penalty: 5126.229492
	Iteration 35Q: 3 clusters Score -4756866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4756876.500000 Penalty: 5126.229492
	Iteration 36Q: 3 clusters Score -4756876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4756885.000000 Penalty: 5126.229492
	Iteration 37Q: 3 clusters Score -4756885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4756887.000000 Penalty: 5126.229492
	Iteration 38Q: 3 clusters Score -4756887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4756889.000000 Penalty: 5126.229492
	Iteration 39Q: 3 clusters Score -4756889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4756902.500000 Penalty: 5126.229492
	Iteration 40F: 3 clusters Score -4756902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4756908.500000 Penalty: 5126.229492
	Iteration 41Q: 3 clusters Score -4756908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4756920.000000 Penalty: 5126.229492
	Iteration 42Q: 3 clusters Score -4756920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4756916.500000 Penalty: 5126.229492
	Iteration 43Q: 3 clusters Score -4756916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4756915.000000 Penalty: 5126.229492
	Iteration 44Q: 3 clusters Score -4756915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4756922.000000 Penalty: 5126.229492
	Iteration 45Q: 3 clusters Score -4756922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4756925.500000 Penalty: 5126.229492
	Iteration 46Q: 3 clusters Score -4756926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4756942.000000 Penalty: 5126.229492
	Iteration 47Q: 3 clusters Score -4756942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4756939.000000 Penalty: 5126.229492
	Iteration 48Q: 3 clusters Score -4756939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4756944.000000 Penalty: 5126.229492
	Iteration 49Q: 3 clusters Score -4756944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4756941.500000 Penalty: 5126.229492
	Iteration 50Q: 3 clusters Score -4756942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4756945.500000 Penalty: 5126.229492
	Iteration 51Q: 3 clusters Score -4756946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4756946.000000 Penalty: 5126.229492
	Iteration 52Q: 3 clusters Score -4756946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4756945.000000 Penalty: 5126.229492
	Iteration 53Q: 3 clusters Score -4756945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4756950.000000 Penalty: 5126.229492
	Iteration 54Q: 3 clusters Score -4756950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4756951.000000 Penalty: 5126.229492
	Iteration 55Q: 3 clusters Score -4756951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4756959.500000 Penalty: 5126.229492
	Iteration 56Q: 3 clusters Score -4756960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4756960.000000 Penalty: 5126.229492
	Iteration 57Q: 3 clusters Score -4756960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4756953.500000 Penalty: 5126.229492
	Iteration 58Q: 3 clusters Score -4756954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4756956.000000 Penalty: 5126.229492
	Iteration 59Q: 3 clusters Score -4756956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4756956.000000 Penalty: 5126.229492
	Iteration 60F: 3 clusters Score -4756956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -506646.531250 Penalty: 2016.035400
	Iteration 0F: 2 clusters Score -506646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -503096.218750 Penalty: 4032.070801
	Iteration 0F: 3 clusters Score -503096.2 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -503881.312500 Penalty: 4032.070801
	Iteration 1F: 3 clusters Score -503881.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -504055.093750 Penalty: 4032.070801
	Iteration 2F: 3 clusters Score -504055.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -504157.343750 Penalty: 4032.070801
	Iteration 3F: 3 clusters Score -504157.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -504225.468750 Penalty: 4032.070801
	Iteration 4Q: 3 clusters Score -504225.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -504284.437500 Penalty: 4032.070801
	Iteration 5Q: 3 clusters Score -504284.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -504330.156250 Penalty: 4032.070801
	Iteration 6Q: 3 clusters Score -504330.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -504370.593750 Penalty: 4032.070801
	Iteration 7Q: 3 clusters Score -504370.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -504420.375000 Penalty: 4032.070801
	Iteration 8Q: 3 clusters Score -504420.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -504478.562500 Penalty: 4032.070801
	Iteration 9Q: 3 clusters Score -504478.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -504540.156250 Penalty: 4032.070801
	Iteration 10Q: 3 clusters Score -504540.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -504611.468750 Penalty: 4032.070801
	Iteration 11Q: 3 clusters Score -504611.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -504684.125000 Penalty: 4032.070801
	Iteration 12Q: 3 clusters Score -504684.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -504758.218750 Penalty: 4032.070801
	Iteration 13Q: 3 clusters Score -504758.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -504817.437500 Penalty: 4032.070801
	Iteration 14Q: 3 clusters Score -504817.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -504876.156250 Penalty: 4032.070801
	Iteration 15Q: 3 clusters Score -504876.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -504936.843750 Penalty: 4032.070801
	Iteration 16Q: 3 clusters Score -504936.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -504985.843750 Penalty: 4032.070801
	Iteration 17Q: 3 clusters Score -504985.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -505018.625000 Penalty: 4032.070801
	Iteration 18Q: 3 clusters Score -505018.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -505043.906250 Penalty: 4032.070801
	Iteration 19Q: 3 clusters Score -505043.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -505069.937500 Penalty: 4032.070801
	Iteration 20F: 3 clusters Score -505069.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -505093.031250 Penalty: 4032.070801
	Iteration 21Q: 3 clusters Score -505093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -505119.750000 Penalty: 4032.070801
	Iteration 22Q: 3 clusters Score -505119.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -505140.218750 Penalty: 4032.070801
	Iteration 23Q: 3 clusters Score -505140.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505153.125000 Penalty: 4032.070801
	Iteration 24Q: 3 clusters Score -505153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -505164.531250 Penalty: 4032.070801
	Iteration 25Q: 3 clusters Score -505164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -505175.375000 Penalty: 4032.070801
	Iteration 26Q: 3 clusters Score -505175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -505183.437500 Penalty: 4032.070801
	Iteration 27Q: 3 clusters Score -505183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -505190.062500 Penalty: 4032.070801
	Iteration 28Q: 3 clusters Score -505190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -505195.375000 Penalty: 4032.070801
	Iteration 29Q: 3 clusters Score -505195.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -505199.531250 Penalty: 4032.070801
	Iteration 30Q: 3 clusters Score -505199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -505203.625000 Penalty: 4032.070801
	Iteration 31Q: 3 clusters Score -505203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -505208.000000 Penalty: 4032.070801
	Iteration 32Q: 3 clusters Score -505208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -505209.781250 Penalty: 4032.070801
	Iteration 33Q: 3 clusters Score -505209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -505210.062500 Penalty: 4032.070801
	Iteration 34Q: 3 clusters Score -505210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -505211.062500 Penalty: 4032.070801
	Iteration 35Q: 3 clusters Score -505211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -505214.093750 Penalty: 4032.070801
	Iteration 36Q: 3 clusters Score -505214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -505215.656250 Penalty: 4032.070801
	Iteration 37Q: 3 clusters Score -505215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -505217.781250 Penalty: 4032.070801
	Iteration 38Q: 3 clusters Score -505217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -505220.343750 Penalty: 4032.070801
	Iteration 39Q: 3 clusters Score -505220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -505220.312500 Penalty: 4032.070801
	Iteration 40F: 3 clusters Score -505220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -466983.375000 Penalty: 2001.972046
	Iteration 0F: 2 clusters Score -466983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -463552.812500 Penalty: 4003.944092
	Iteration 0F: 3 clusters Score -463552.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -464390.812500 Penalty: 4003.944092
	Iteration 1F: 3 clusters Score -464390.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -464728.000000 Penalty: 4003.944092
	Iteration 2F: 3 clusters Score -464728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -465068.312500 Penalty: 4003.944092
	Iteration 3F: 3 clusters Score -465068.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -465385.125000 Penalty: 4003.944092
	Iteration 4F: 3 clusters Score -465385.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -465712.312500 Penalty: 4003.944092
	Iteration 5F: 3 clusters Score -465712.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -465995.937500 Penalty: 4003.944092
	Iteration 6F: 3 clusters Score -465995.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -466188.562500 Penalty: 4003.944092
	Iteration 7Q: 3 clusters Score -466188.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -466302.500000 Penalty: 4003.944092
	Iteration 8Q: 3 clusters Score -466302.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -466368.093750 Penalty: 4003.944092
	Iteration 9Q: 3 clusters Score -466368.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -466400.531250 Penalty: 4003.944092
	Iteration 10Q: 3 clusters Score -466400.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -466427.156250 Penalty: 4003.944092
	Iteration 11Q: 3 clusters Score -466427.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -466438.562500 Penalty: 4003.944092
	Iteration 12Q: 3 clusters Score -466438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -466446.718750 Penalty: 4003.944092
	Iteration 13Q: 3 clusters Score -466446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -466450.062500 Penalty: 4003.944092
	Iteration 14Q: 3 clusters Score -466450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -466451.781250 Penalty: 4003.944092
	Iteration 15Q: 3 clusters Score -466451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -466453.031250 Penalty: 4003.944092
	Iteration 16Q: 3 clusters Score -466453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -466452.593750 Penalty: 4003.944092
	Iteration 17Q: 3 clusters Score -466452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -466453.718750 Penalty: 4003.944092
	Iteration 18Q: 3 clusters Score -466453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -466453.875000 Penalty: 4003.944092
	Iteration 19Q: 3 clusters Score -466453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -466453.875000 Penalty: 4003.944092
	Iteration 20F: 3 clusters Score -466453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Entering Unmasked Estep 
Score: -3984598.500000 Penalty: 2522.757080
	Iteration 0F: 2 clusters Score -3984598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3966572.500000 Penalty: 5045.514160
	Iteration 0F: 3 clusters Score -3966572 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3972819.000000 Penalty: 5045.514160
	Iteration 1F: 3 clusters Score -3972819 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3973173.250000 Penalty: 5045.514160
	Iteration 2Q: 3 clusters Score -3973173 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3973475.750000 Penalty: 5045.514160
	Iteration 3Q: 3 clusters Score -3973476 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3973736.000000 Penalty: 5045.514160
	Iteration 4Q: 3 clusters Score -3973736 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3974005.250000 Penalty: 5045.514160
	Iteration 5Q: 3 clusters Score -3974005 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3974264.250000 Penalty: 5045.514160
	Iteration 6Q: 3 clusters Score -3974264 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3974552.500000 Penalty: 5045.514160
	Iteration 7Q: 3 clusters Score -3974552 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3974846.000000 Penalty: 5045.514160
	Iteration 8Q: 3 clusters Score -3974846 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3975201.750000 Penalty: 5045.514160
	Iteration 9Q: 3 clusters Score -3975202 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3975610.000000 Penalty: 5045.514160
	Iteration 10Q: 3 clusters Score -3975610 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3976134.000000 Penalty: 5045.514160
	Iteration 11Q: 3 clusters Score -3976134 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3976757.250000 Penalty: 5045.514160
	Iteration 12Q: 3 clusters Score -3976757 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3977445.500000 Penalty: 5045.514160
	Iteration 13Q: 3 clusters Score -3977446 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3978206.500000 Penalty: 5045.514160
	Iteration 14Q: 3 clusters Score -3978206 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3978898.000000 Penalty: 5045.514160
	Iteration 15Q: 3 clusters Score -3978898 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3979510.000000 Penalty: 5045.514160
	Iteration 16Q: 3 clusters Score -3979510 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3979939.500000 Penalty: 5045.514160
	Iteration 17Q: 3 clusters Score -3979940 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3980279.250000 Penalty: 5045.514160
	Iteration 18Q: 3 clusters Score -3980279 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3980565.750000 Penalty: 5045.514160
	Iteration 19Q: 3 clusters Score -3980566 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3980790.500000 Penalty: 5045.514160
	Iteration 20F: 3 clusters Score -3980790 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3980970.750000 Penalty: 5045.514160
	Iteration 21Q: 3 clusters Score -3980971 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3981172.000000 Penalty: 5045.514160
	Iteration 22Q: 3 clusters Score -3981172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3981355.500000 Penalty: 5045.514160
	Iteration 23Q: 3 clusters Score -3981356 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3981529.250000 Penalty: 5045.514160
	Iteration 24Q: 3 clusters Score -3981529 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3981706.500000 Penalty: 5045.514160
	Iteration 25Q: 3 clusters Score -3981706 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3981852.250000 Penalty: 5045.514160
	Iteration 26Q: 3 clusters Score -3981852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3981957.000000 Penalty: 5045.514160
	Iteration 27Q: 3 clusters Score -3981957 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3982053.750000 Penalty: 5045.514160
	Iteration 28Q: 3 clusters Score -3982054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3982129.750000 Penalty: 5045.514160
	Iteration 29Q: 3 clusters Score -3982130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3982175.000000 Penalty: 5045.514160
	Iteration 30Q: 3 clusters Score -3982175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3982217.250000 Penalty: 5045.514160
	Iteration 31Q: 3 clusters Score -3982217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3982245.500000 Penalty: 5045.514160
	Iteration 32Q: 3 clusters Score -3982246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3982274.750000 Penalty: 5045.514160
	Iteration 33Q: 3 clusters Score -3982275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3982288.500000 Penalty: 5045.514160
	Iteration 34Q: 3 clusters Score -3982288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3982304.000000 Penalty: 5045.514160
	Iteration 35Q: 3 clusters Score -3982304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3982323.750000 Penalty: 5045.514160
	Iteration 36Q: 3 clusters Score -3982324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3982331.750000 Penalty: 5045.514160
	Iteration 37Q: 3 clusters Score -3982332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3982335.000000 Penalty: 5045.514160
	Iteration 38Q: 3 clusters Score -3982335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3982343.500000 Penalty: 5045.514160
	Iteration 39Q: 3 clusters Score -3982344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3982344.500000 Penalty: 5045.514160
	Iteration 40F: 3 clusters Score -3982344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3982361.750000 Penalty: 5045.514160
	Iteration 41Q: 3 clusters Score -3982362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3982367.500000 Penalty: 5045.514160
	Iteration 42Q: 3 clusters Score -3982368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3982368.000000 Penalty: 5045.514160
	Iteration 43Q: 3 clusters Score -3982368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3982374.000000 Penalty: 5045.514160
	Iteration 44Q: 3 clusters Score -3982374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3982375.750000 Penalty: 5045.514160
	Iteration 45Q: 3 clusters Score -3982376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3982374.750000 Penalty: 5045.514160
	Iteration 46Q: 3 clusters Score -3982375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3982377.250000 Penalty: 5045.514160
	Iteration 47Q: 3 clusters Score -3982377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3982383.500000 Penalty: 5045.514160
	Iteration 48Q: 3 clusters Score -3982384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3982392.000000 Penalty: 5045.514160
	Iteration 49Q: 3 clusters Score -3982392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3982391.750000 Penalty: 5045.514160
	Iteration 50Q: 3 clusters Score -3982392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3982394.250000 Penalty: 5045.514160
	Iteration 51Q: 3 clusters Score -3982394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3982394.250000 Penalty: 5045.514160
	Iteration 52Q: 3 clusters Score -3982394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3982396.250000 Penalty: 5045.514160
	Iteration 53Q: 3 clusters Score -3982396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3982396.250000 Penalty: 5045.514160
	Iteration 54F: 3 clusters Score -3982396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1467706.375000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1467706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1460094.500000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1460094 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1462279.625000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1462280 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1462553.500000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1462554 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1462764.750000 Penalty: 4554.701660
	Iteration 3Q: 3 clusters Score -1462765 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1462946.375000 Penalty: 4554.701660
	Iteration 4Q: 3 clusters Score -1462946 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1463124.750000 Penalty: 4554.701660
	Iteration 5Q: 3 clusters Score -1463125 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1463278.500000 Penalty: 4554.701660
	Iteration 6Q: 3 clusters Score -1463278 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1463423.375000 Penalty: 4554.701660
	Iteration 7Q: 3 clusters Score -1463423 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1463559.250000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1463559 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1463680.500000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1463680 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1463782.625000 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1463783 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1463874.000000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1463874 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1463941.125000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1463941 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1464010.625000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1464011 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1464094.750000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1464095 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1464183.500000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1464184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1464295.500000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1464296 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1464440.125000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1464440 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1464595.125000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1464595 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1464814.375000 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1464814 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1465048.375000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1465048 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1465299.750000 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1465300 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1465485.125000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1465485 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1465636.750000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1465637 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1465748.750000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1465749 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1465819.375000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1465819 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1465884.875000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1465885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1465941.500000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1465942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1465980.000000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1465980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1466000.500000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1466000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1466013.125000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1466013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1466026.625000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -1466027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1466030.500000 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -1466030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1466041.250000 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -1466041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1466044.875000 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -1466045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1466052.500000 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -1466052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1466056.000000 Penalty: 4554.701660
	Iteration 36Q: 3 clusters Score -1466056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1466056.250000 Penalty: 4554.701660
	Iteration 37Q: 3 clusters Score -1466056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1466060.750000 Penalty: 4554.701660
	Iteration 38Q: 3 clusters Score -1466061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1466065.500000 Penalty: 4554.701660
	Iteration 39Q: 3 clusters Score -1466066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1466065.625000 Penalty: 4554.701660
	Iteration 40F: 3 clusters Score -1466066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1466063.000000 Penalty: 4554.701660
	Iteration 41Q: 3 clusters Score -1466063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1466068.000000 Penalty: 4554.701660
	Iteration 42Q: 3 clusters Score -1466068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1466068.625000 Penalty: 4554.701660
	Iteration 43Q: 3 clusters Score -1466069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1466068.875000 Penalty: 4554.701660
	Iteration 44Q: 3 clusters Score -1466069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1466070.750000 Penalty: 4554.701660
	Iteration 45Q: 3 clusters Score -1466071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1466074.125000 Penalty: 4554.701660
	Iteration 46Q: 3 clusters Score -1466074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1466073.125000 Penalty: 4554.701660
	Iteration 47Q: 3 clusters Score -1466073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1466072.750000 Penalty: 4554.701660
	Iteration 48Q: 3 clusters Score -1466073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1466073.375000 Penalty: 4554.701660
	Iteration 49Q: 3 clusters Score -1466073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1466072.500000 Penalty: 4554.701660
	Iteration 50Q: 3 clusters Score -1466072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1466072.500000 Penalty: 4554.701660
	Iteration 51F: 3 clusters Score -1466072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -410189.843750 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -410189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -407111.937500 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -407111.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -407670.656250 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -407670.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -407821.750000 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -407821.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -407903.187500 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -407903.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -407946.343750 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -407946.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -407976.843750 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -407976.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -408006.718750 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -408006.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -408028.343750 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -408028.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -408045.531250 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -408045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -408055.375000 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -408055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -408061.093750 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -408061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -408066.625000 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -408066.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -408071.843750 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -408071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -408080.625000 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -408080.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -408086.125000 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -408086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -408091.125000 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -408091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -408095.781250 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -408095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -408102.250000 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -408102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -408106.750000 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -408106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -408114.781250 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -408114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408121.156250 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -408121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408126.343750 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -408126.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408130.843750 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -408130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -408133.062500 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -408133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408134.656250 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -408134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408136.375000 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -408136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -408140.625000 Penalty: 3929.980713
	Iteration 26Q: 3 clusters Score -408140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -408142.812500 Penalty: 3929.980713
	Iteration 27Q: 3 clusters Score -408142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408151.812500 Penalty: 3929.980713
	Iteration 28Q: 3 clusters Score -408151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408159.593750 Penalty: 3929.980713
	Iteration 29Q: 3 clusters Score -408159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -408166.656250 Penalty: 3929.980713
	Iteration 30Q: 3 clusters Score -408166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -408171.031250 Penalty: 3929.980713
	Iteration 31Q: 3 clusters Score -408171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408174.406250 Penalty: 3929.980713
	Iteration 32Q: 3 clusters Score -408174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -408178.437500 Penalty: 3929.980713
	Iteration 33Q: 3 clusters Score -408178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408181.906250 Penalty: 3929.980713
	Iteration 34Q: 3 clusters Score -408181.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -408186.406250 Penalty: 3929.980713
	Iteration 35Q: 3 clusters Score -408186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -408196.281250 Penalty: 3929.980713
	Iteration 36Q: 3 clusters Score -408196.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -408201.468750 Penalty: 3929.980713
	Iteration 37Q: 3 clusters Score -408201.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -408213.718750 Penalty: 3929.980713
	Iteration 38Q: 3 clusters Score -408213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -408233.937500 Penalty: 3929.980713
	Iteration 39Q: 3 clusters Score -408233.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -408258.312500 Penalty: 3929.980713
	Iteration 40F: 3 clusters Score -408258.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -408275.468750 Penalty: 3929.980713
	Iteration 41Q: 3 clusters Score -408275.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -408295.500000 Penalty: 3929.980713
	Iteration 42Q: 3 clusters Score -408295.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -408315.812500 Penalty: 3929.980713
	Iteration 43Q: 3 clusters Score -408315.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -408339.843750 Penalty: 3929.980713
	Iteration 44Q: 3 clusters Score -408339.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -408361.437500 Penalty: 3929.980713
	Iteration 45Q: 3 clusters Score -408361.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408381.625000 Penalty: 3929.980713
	Iteration 46Q: 3 clusters Score -408381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -408401.250000 Penalty: 3929.980713
	Iteration 47Q: 3 clusters Score -408401.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -408421.312500 Penalty: 3929.980713
	Iteration 48Q: 3 clusters Score -408421.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -408444.781250 Penalty: 3929.980713
	Iteration 49Q: 3 clusters Score -408444.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -408460.937500 Penalty: 3929.980713
	Iteration 50Q: 3 clusters Score -408460.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -408470.281250 Penalty: 3929.980713
	Iteration 51Q: 3 clusters Score -408470.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -408478.750000 Penalty: 3929.980713
	Iteration 52Q: 3 clusters Score -408478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -408485.718750 Penalty: 3929.980713
	Iteration 53Q: 3 clusters Score -408485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -408492.687500 Penalty: 3929.980713
	Iteration 54Q: 3 clusters Score -408492.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -408500.437500 Penalty: 3929.980713
	Iteration 55Q: 3 clusters Score -408500.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -408509.000000 Penalty: 3929.980713
	Iteration 56Q: 3 clusters Score -408509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -408517.218750 Penalty: 3929.980713
	Iteration 57Q: 3 clusters Score -408517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -408521.750000 Penalty: 3929.980713
	Iteration 58Q: 3 clusters Score -408521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -408524.812500 Penalty: 3929.980713
	Iteration 59Q: 3 clusters Score -408524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -408527.937500 Penalty: 3929.980713
	Iteration 60F: 3 clusters Score -408527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -408528.375000 Penalty: 3929.980713
	Iteration 61Q: 3 clusters Score -408528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -408530.000000 Penalty: 3929.980713
	Iteration 62Q: 3 clusters Score -408530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -408532.281250 Penalty: 3929.980713
	Iteration 63Q: 3 clusters Score -408532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -408532.843750 Penalty: 3929.980713
	Iteration 64Q: 3 clusters Score -408532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -408532.937500 Penalty: 3929.980713
	Iteration 65Q: 3 clusters Score -408532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -408534.593750 Penalty: 3929.980713
	Iteration 66Q: 3 clusters Score -408534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -408534.906250 Penalty: 3929.980713
	Iteration 67Q: 3 clusters Score -408534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -408536.031250 Penalty: 3929.980713
	Iteration 68Q: 3 clusters Score -408536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -408536.343750 Penalty: 3929.980713
	Iteration 69Q: 3 clusters Score -408536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -408537.906250 Penalty: 3929.980713
	Iteration 70Q: 3 clusters Score -408537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -408538.500000 Penalty: 3929.980713
	Iteration 71Q: 3 clusters Score -408538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -408540.406250 Penalty: 3929.980713
	Iteration 72Q: 3 clusters Score -408540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -408541.500000 Penalty: 3929.980713
	Iteration 73Q: 3 clusters Score -408541.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -408541.500000 Penalty: 3929.980713
	Iteration 74F: 3 clusters Score -408541.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -912460.687500 Penalty: 2162.431152
	Iteration 0F: 2 clusters Score -912460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -907160.750000 Penalty: 4324.862305
	Iteration 0F: 3 clusters Score -907160.8 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -908556.375000 Penalty: 4324.862305
	Iteration 1F: 3 clusters Score -908556.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -908843.187500 Penalty: 4324.862305
	Iteration 2F: 3 clusters Score -908843.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -909153.000000 Penalty: 4324.862305
	Iteration 3F: 3 clusters Score -909153 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -909475.000000 Penalty: 4324.862305
	Iteration 4F: 3 clusters Score -909475 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -909794.562500 Penalty: 4324.862305
	Iteration 5F: 3 clusters Score -909794.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -910034.437500 Penalty: 4324.862305
	Iteration 6F: 3 clusters Score -910034.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -910247.875000 Penalty: 4324.862305
	Iteration 7Q: 3 clusters Score -910247.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -910469.125000 Penalty: 4324.862305
	Iteration 8Q: 3 clusters Score -910469.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -910678.750000 Penalty: 4324.862305
	Iteration 9Q: 3 clusters Score -910678.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -910861.187500 Penalty: 4324.862305
	Iteration 10Q: 3 clusters Score -910861.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -911041.562500 Penalty: 4324.862305
	Iteration 11Q: 3 clusters Score -911041.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -911196.437500 Penalty: 4324.862305
	Iteration 12Q: 3 clusters Score -911196.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -911351.562500 Penalty: 4324.862305
	Iteration 13Q: 3 clusters Score -911351.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -911509.500000 Penalty: 4324.862305
	Iteration 14Q: 3 clusters Score -911509.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -911642.687500 Penalty: 4324.862305
	Iteration 15Q: 3 clusters Score -911642.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -911730.937500 Penalty: 4324.862305
	Iteration 16Q: 3 clusters Score -911730.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -911793.625000 Penalty: 4324.862305
	Iteration 17Q: 3 clusters Score -911793.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -911840.312500 Penalty: 4324.862305
	Iteration 18Q: 3 clusters Score -911840.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -911869.437500 Penalty: 4324.862305
	Iteration 19Q: 3 clusters Score -911869.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -911894.812500 Penalty: 4324.862305
	Iteration 20F: 3 clusters Score -911894.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -911907.750000 Penalty: 4324.862305
	Iteration 21Q: 3 clusters Score -911907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -911915.437500 Penalty: 4324.862305
	Iteration 22Q: 3 clusters Score -911915.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -911922.250000 Penalty: 4324.862305
	Iteration 23Q: 3 clusters Score -911922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -911925.687500 Penalty: 4324.862305
	Iteration 24Q: 3 clusters Score -911925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -911927.437500 Penalty: 4324.862305
	Iteration 25Q: 3 clusters Score -911927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -911929.000000 Penalty: 4324.862305
	Iteration 26Q: 3 clusters Score -911929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -911931.500000 Penalty: 4324.862305
	Iteration 27Q: 3 clusters Score -911931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -911931.437500 Penalty: 4324.862305
	Iteration 28Q: 3 clusters Score -911931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -911933.125000 Penalty: 4324.862305
	Iteration 29Q: 3 clusters Score -911933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -911933.750000 Penalty: 4324.862305
	Iteration 30Q: 3 clusters Score -911933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -911934.000000 Penalty: 4324.862305
	Iteration 31Q: 3 clusters Score -911934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -911936.625000 Penalty: 4324.862305
	Iteration 32Q: 3 clusters Score -911936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -911936.187500 Penalty: 4324.862305
	Iteration 33Q: 3 clusters Score -911936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -911937.687500 Penalty: 4324.862305
	Iteration 34Q: 3 clusters Score -911937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -911937.937500 Penalty: 4324.862305
	Iteration 35Q: 3 clusters Score -911937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -911937.875000 Penalty: 4324.862305
	Iteration 36Q: 3 clusters Score -911937.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -911937.875000 Penalty: 4324.862305
	Iteration 37F: 3 clusters Score -911937.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -446095.093750 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -446095.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -442844.156250 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -442844.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -443473.562500 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -443473.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -443618.343750 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -443618.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443690.531250 Penalty: 3954.514160
	Iteration 3Q: 3 clusters Score -443690.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -443732.562500 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -443732.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -443761.093750 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -443761.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -443784.156250 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -443784.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -443802.781250 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -443802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -443818.093750 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -443818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -443823.500000 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -443823.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -443832.156250 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -443832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -443838.343750 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -443838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -443840.875000 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -443840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -443844.531250 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -443844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443847.468750 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -443847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -443854.718750 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -443854.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -443861.812500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -443861.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -443867.281250 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -443867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -443870.906250 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -443870.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -443878.843750 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -443878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -443888.531250 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -443888.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -443897.062500 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -443897.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -443905.281250 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -443905.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -443914.750000 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -443914.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -443925.281250 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -443925.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -443935.281250 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -443935.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -443943.000000 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -443943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -443951.750000 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -443951.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -443955.968750 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -443956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443961.531250 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -443961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443966.531250 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -443966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443971.812500 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -443971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443977.531250 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -443977.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443981.093750 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -443981.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -443986.187500 Penalty: 3954.514160
	Iteration 34Q: 3 clusters Score -443986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443991.312500 Penalty: 3954.514160
	Iteration 35Q: 3 clusters Score -443991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -443997.937500 Penalty: 3954.514160
	Iteration 36Q: 3 clusters Score -443997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -444002.718750 Penalty: 3954.514160
	Iteration 37Q: 3 clusters Score -444002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -444004.937500 Penalty: 3954.514160
	Iteration 38Q: 3 clusters Score -444004.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -444006.750000 Penalty: 3954.514160
	Iteration 39Q: 3 clusters Score -444006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444010.562500 Penalty: 3954.514160
	Iteration 40F: 3 clusters Score -444010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -444015.375000 Penalty: 3954.514160
	Iteration 41Q: 3 clusters Score -444015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -444020.656250 Penalty: 3954.514160
	Iteration 42Q: 3 clusters Score -444020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -444023.625000 Penalty: 3954.514160
	Iteration 43Q: 3 clusters Score -444023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -444025.937500 Penalty: 3954.514160
	Iteration 44Q: 3 clusters Score -444025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -444027.843750 Penalty: 3954.514160
	Iteration 45Q: 3 clusters Score -444027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -444029.156250 Penalty: 3954.514160
	Iteration 46Q: 3 clusters Score -444029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -444030.125000 Penalty: 3954.514160
	Iteration 47Q: 3 clusters Score -444030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -444032.093750 Penalty: 3954.514160
	Iteration 48Q: 3 clusters Score -444032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -444032.843750 Penalty: 3954.514160
	Iteration 49Q: 3 clusters Score -444032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -444032.937500 Penalty: 3954.514160
	Iteration 50Q: 3 clusters Score -444032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -444036.000000 Penalty: 3954.514160
	Iteration 51Q: 3 clusters Score -444036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -444037.687500 Penalty: 3954.514160
	Iteration 52Q: 3 clusters Score -444037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -444037.687500 Penalty: 3954.514160
	Iteration 53F: 3 clusters Score -444037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -749367.062500 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -749367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -744782.437500 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -744782.4 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -746030.062500 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -746030.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -746514.562500 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -746514.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -747195.875000 Penalty: 4236.775391
	Iteration 3F: 3 clusters Score -747195.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -747745.750000 Penalty: 4236.775391
	Iteration 4F: 3 clusters Score -747745.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -748099.312500 Penalty: 4236.775391
	Iteration 5F: 3 clusters Score -748099.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -748291.625000 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -748291.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -748386.812500 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -748386.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -748474.312500 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -748474.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -748591.250000 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -748591.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -748721.812500 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -748721.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -748799.687500 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -748799.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -748831.812500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -748831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -748844.250000 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -748844.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -748850.250000 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -748850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -748855.375000 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -748855.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -748862.500000 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -748862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -748866.312500 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -748866.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -748868.812500 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -748868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -748870.000000 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -748870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -748870.812500 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -748870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -748872.500000 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -748872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -748872.750000 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -748872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -748874.687500 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -748874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -748873.937500 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -748873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -748874.375000 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -748874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -748874.375000 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -748874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -748874.375000 Penalty: 4236.775391
	Iteration 27F: 3 clusters Score -748874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Entering Unmasked Estep 
Score: -3429986.000000 Penalty: 2486.747559
	Iteration 0F: 2 clusters Score -3429986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3414292.000000 Penalty: 4973.495117
	Iteration 0F: 3 clusters Score -3414292 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3419790.750000 Penalty: 4973.495117
	Iteration 1F: 3 clusters Score -3419791 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3420268.250000 Penalty: 4973.495117
	Iteration 2F: 3 clusters Score -3420268 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3420628.500000 Penalty: 4973.495117
	Iteration 3Q: 3 clusters Score -3420628 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3421009.500000 Penalty: 4973.495117
	Iteration 4Q: 3 clusters Score -3421010 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3421396.000000 Penalty: 4973.495117
	Iteration 5Q: 3 clusters Score -3421396 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3421855.500000 Penalty: 4973.495117
	Iteration 6Q: 3 clusters Score -3421856 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3422388.500000 Penalty: 4973.495117
	Iteration 7Q: 3 clusters Score -3422388 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3422998.000000 Penalty: 4973.495117
	Iteration 8Q: 3 clusters Score -3422998 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3423665.500000 Penalty: 4973.495117
	Iteration 9Q: 3 clusters Score -3423666 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3424307.500000 Penalty: 4973.495117
	Iteration 10Q: 3 clusters Score -3424308 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3424984.500000 Penalty: 4973.495117
	Iteration 11Q: 3 clusters Score -3424984 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3425549.000000 Penalty: 4973.495117
	Iteration 12Q: 3 clusters Score -3425549 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3426023.250000 Penalty: 4973.495117
	Iteration 13Q: 3 clusters Score -3426023 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3426396.000000 Penalty: 4973.495117
	Iteration 14Q: 3 clusters Score -3426396 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3426603.000000 Penalty: 4973.495117
	Iteration 15Q: 3 clusters Score -3426603 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3426749.000000 Penalty: 4973.495117
	Iteration 16Q: 3 clusters Score -3426749 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -3426817.750000 Penalty: 4973.495117
	Iteration 17Q: 3 clusters Score -3426818 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3426867.000000 Penalty: 4973.495117
	Iteration 18Q: 3 clusters Score -3426867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3426898.000000 Penalty: 4973.495117
	Iteration 19Q: 3 clusters Score -3426898 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3426921.000000 Penalty: 4973.495117
	Iteration 20F: 3 clusters Score -3426921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3426940.250000 Penalty: 4973.495117
	Iteration 21Q: 3 clusters Score -3426940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3426956.000000 Penalty: 4973.495117
	Iteration 22Q: 3 clusters Score -3426956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3426961.500000 Penalty: 4973.495117
	Iteration 23Q: 3 clusters Score -3426962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3426980.250000 Penalty: 4973.495117
	Iteration 24Q: 3 clusters Score -3426980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3426996.750000 Penalty: 4973.495117
	Iteration 25Q: 3 clusters Score -3426997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3426990.500000 Penalty: 4973.495117
	Iteration 26Q: 3 clusters Score -3426990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3427002.000000 Penalty: 4973.495117
	Iteration 27Q: 3 clusters Score -3427002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3427013.500000 Penalty: 4973.495117
	Iteration 28Q: 3 clusters Score -3427014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3427025.000000 Penalty: 4973.495117
	Iteration 29Q: 3 clusters Score -3427025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3427020.750000 Penalty: 4973.495117
	Iteration 30Q: 3 clusters Score -3427021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3427029.500000 Penalty: 4973.495117
	Iteration 31Q: 3 clusters Score -3427030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3427038.750000 Penalty: 4973.495117
	Iteration 32Q: 3 clusters Score -3427039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3427049.750000 Penalty: 4973.495117
	Iteration 33Q: 3 clusters Score -3427050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3427044.500000 Penalty: 4973.495117
	Iteration 34Q: 3 clusters Score -3427044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3427042.000000 Penalty: 4973.495117
	Iteration 35Q: 3 clusters Score -3427042 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3427041.000000 Penalty: 4973.495117
	Iteration 36Q: 3 clusters Score -3427041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3427048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3427053.000000 Penalty: 4973.495117
	Iteration 38Q: 3 clusters Score -3427053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3427058.500000 Penalty: 4973.495117
	Iteration 39Q: 3 clusters Score -3427058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3427053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3427050.750000 Penalty: 4973.495117
	Iteration 41Q: 3 clusters Score -3427051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3427052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3427054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3427052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3427052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3427053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3427055.250000 Penalty: 4973.495117
	Iteration 47Q: 3 clusters Score -3427055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3427061.750000 Penalty: 4973.495117
	Iteration 48Q: 3 clusters Score -3427062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3427059.250000 Penalty: 4973.495117
	Iteration 49Q: 3 clusters Score -3427059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3427055.500000 Penalty: 4973.495117
	Iteration 50Q: 3 clusters Score -3427056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3427063.250000 Penalty: 4973.495117
	Iteration 51Q: 3 clusters Score -3427063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3427062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3427056.750000 Penalty: 4973.495117
	Iteration 53Q: 3 clusters Score -3427057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3427053.500000 Penalty: 4973.495117
	Iteration 54Q: 3 clusters Score -3427054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3427049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3427049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3427056.750000 Penalty: 4973.495117
	Iteration 57Q: 3 clusters Score -3427057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3427056.500000 Penalty: 4973.495117
	Iteration 58Q: 3 clusters Score -3427056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3427054.750000 Penalty: 4973.495117
	Iteration 59Q: 3 clusters Score -3427055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3427057.000000 Penalty: 4973.495117
	Iteration 60F: 3 clusters Score -3427057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3427056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3427062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3427070.250000 Penalty: 4973.495117
	Iteration 63Q: 3 clusters Score -3427070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3427068.000000 Penalty: 4973.495117
	Iteration 64Q: 3 clusters Score -3427068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -3427073.000000 Penalty: 4973.495117
	Iteration 65Q: 3 clusters Score -3427073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3427074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3427076.250000 Penalty: 4973.495117
	Iteration 67Q: 3 clusters Score -3427076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3427075.750000 Penalty: 4973.495117
	Iteration 68Q: 3 clusters Score -3427076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3427072.000000 Penalty: 4973.495117
	Iteration 69Q: 3 clusters Score -3427072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3427088.500000 Penalty: 4973.495117
	Iteration 70Q: 3 clusters Score -3427088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3427089.000000 Penalty: 4973.495117
	Iteration 71Q: 3 clusters Score -3427089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3427094.000000 Penalty: 4973.495117
	Iteration 72Q: 3 clusters Score -3427094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3427092.000000 Penalty: 4973.495117
	Iteration 73Q: 3 clusters Score -3427092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3427099.250000 Penalty: 4973.495117
	Iteration 74Q: 3 clusters Score -3427099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3427104.250000 Penalty: 4973.495117
	Iteration 75Q: 3 clusters Score -3427104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3427107.000000 Penalty: 4973.495117
	Iteration 76Q: 3 clusters Score -3427107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3427104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3427106.000000 Penalty: 4973.495117
	Iteration 78Q: 3 clusters Score -3427106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3427098.500000 Penalty: 4973.495117
	Iteration 79Q: 3 clusters Score -3427098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3427105.500000 Penalty: 4973.495117
	Iteration 80F: 3 clusters Score -3427106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3427104.500000 Penalty: 4973.495117
	Iteration 81Q: 3 clusters Score -3427104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3427104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3427102.500000 Penalty: 4973.495117
	Iteration 83Q: 3 clusters Score -3427102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3427101.750000 Penalty: 4973.495117
	Iteration 84Q: 3 clusters Score -3427102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3427098.750000 Penalty: 4973.495117
	Iteration 85Q: 3 clusters Score -3427099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3427097.750000 Penalty: 4973.495117
	Iteration 86Q: 3 clusters Score -3427098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3427102.500000 Penalty: 4973.495117
	Iteration 87Q: 3 clusters Score -3427102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3427104.250000 Penalty: 4973.495117
	Iteration 88Q: 3 clusters Score -3427104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3427103.250000 Penalty: 4973.495117
	Iteration 89Q: 3 clusters Score -3427103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3427104.500000 Penalty: 4973.495117
	Iteration 90Q: 3 clusters Score -3427104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3427106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3427108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3427108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3427109.750000 Penalty: 4973.495117
	Iteration 94Q: 3 clusters Score -3427110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3427111.000000 Penalty: 4973.495117
	Iteration 95Q: 3 clusters Score -3427111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3427107.500000 Penalty: 4973.495117
	Iteration 96Q: 3 clusters Score -3427108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3427114.750000 Penalty: 4973.495117
	Iteration 97Q: 3 clusters Score -3427115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3427110.750000 Penalty: 4973.495117
	Iteration 98Q: 3 clusters Score -3427111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3427114.000000 Penalty: 4973.495117
	Iteration 99Q: 3 clusters Score -3427114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3427112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3427116.000000 Penalty: 4973.495117
	Iteration 101Q: 3 clusters Score -3427116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3427116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3427115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3427115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3427118.500000 Penalty: 4973.495117
	Iteration 105Q: 3 clusters Score -3427118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3427114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3427115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3427110.750000 Penalty: 4973.495117
	Iteration 108Q: 3 clusters Score -3427111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3427117.500000 Penalty: 4973.495117
	Iteration 109Q: 3 clusters Score -3427118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3427117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3427115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3427117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3427127.000000 Penalty: 4973.495117
	Iteration 113Q: 3 clusters Score -3427127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3427124.750000 Penalty: 4973.495117
	Iteration 114Q: 3 clusters Score -3427125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3427121.500000 Penalty: 4973.495117
	Iteration 115Q: 3 clusters Score -3427122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3427125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3427124 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 118F: 3 clusters Score -3427124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4229 members 
Entering Unmasked Estep 
Score: -550306.500000 Penalty: 2070.730713
	Iteration 0F: 2 clusters Score -550306.5 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 2176 members 
Entering Unmasked Estep 
Score: -546319.937500 Penalty: 4141.461426
	Iteration 0F: 3 clusters Score -546319.9 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -547371.437500 Penalty: 4141.461426
	Iteration 1F: 3 clusters Score -547371.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -547704.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -547981.187500 Penalty: 4141.461426
	Iteration 3F: 3 clusters Score -547981.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -548242.250000 Penalty: 4141.461426
	Iteration 4F: 3 clusters Score -548242.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -548546.312500 Penalty: 4141.461426
	Iteration 5F: 3 clusters Score -548546.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -548809.125000 Penalty: 4141.461426
	Iteration 6Q: 3 clusters Score -548809.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -549006.750000 Penalty: 4141.461426
	Iteration 7Q: 3 clusters Score -549006.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -549178.937500 Penalty: 4141.461426
	Iteration 8Q: 3 clusters Score -549178.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -549296.250000 Penalty: 4141.461426
	Iteration 9Q: 3 clusters Score -549296.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -549384.500000 Penalty: 4141.461426
	Iteration 10Q: 3 clusters Score -549384.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -549460.937500 Penalty: 4141.461426
	Iteration 11Q: 3 clusters Score -549460.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -549515.812500 Penalty: 4141.461426
	Iteration 12Q: 3 clusters Score -549515.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -549553.812500 Penalty: 4141.461426
	Iteration 13Q: 3 clusters Score -549553.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -549576.250000 Penalty: 4141.461426
	Iteration 14Q: 3 clusters Score -549576.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -549591.375000 Penalty: 4141.461426
	Iteration 15Q: 3 clusters Score -549591.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -549600.250000 Penalty: 4141.461426
	Iteration 16Q: 3 clusters Score -549600.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -549606.875000 Penalty: 4141.461426
	Iteration 17Q: 3 clusters Score -549606.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -549616.937500 Penalty: 4141.461426
	Iteration 18Q: 3 clusters Score -549616.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -549625.812500 Penalty: 4141.461426
	Iteration 19Q: 3 clusters Score -549625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -549631.062500 Penalty: 4141.461426
	Iteration 20F: 3 clusters Score -549631.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -549640.000000 Penalty: 4141.461426
	Iteration 21Q: 3 clusters Score -549640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -549649.250000 Penalty: 4141.461426
	Iteration 22Q: 3 clusters Score -549649.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -549657.812500 Penalty: 4141.461426
	Iteration 23Q: 3 clusters Score -549657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -549662.500000 Penalty: 4141.461426
	Iteration 24Q: 3 clusters Score -549662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -549667.375000 Penalty: 4141.461426
	Iteration 25Q: 3 clusters Score -549667.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -549676.250000 Penalty: 4141.461426
	Iteration 26Q: 3 clusters Score -549676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -549686.312500 Penalty: 4141.461426
	Iteration 27Q: 3 clusters Score -549686.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -549703.500000 Penalty: 4141.461426
	Iteration 28Q: 3 clusters Score -549703.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -549734.125000 Penalty: 4141.461426
	Iteration 29Q: 3 clusters Score -549734.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -549760.562500 Penalty: 4141.461426
	Iteration 30Q: 3 clusters Score -549760.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -549802.000000 Penalty: 4141.461426
	Iteration 31Q: 3 clusters Score -549802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -549827.437500 Penalty: 4141.461426
	Iteration 32Q: 3 clusters Score -549827.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -549839.937500 Penalty: 4141.461426
	Iteration 33Q: 3 clusters Score -549839.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -549850.437500 Penalty: 4141.461426
	Iteration 34Q: 3 clusters Score -549850.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -549865.062500 Penalty: 4141.461426
	Iteration 35Q: 3 clusters Score -549865.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -549877.625000 Penalty: 4141.461426
	Iteration 36Q: 3 clusters Score -549877.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -549883.875000 Penalty: 4141.461426
	Iteration 37Q: 3 clusters Score -549883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -549889.437500 Penalty: 4141.461426
	Iteration 38Q: 3 clusters Score -549889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -549890.937500 Penalty: 4141.461426
	Iteration 39Q: 3 clusters Score -549890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -549892.625000 Penalty: 4141.461426
	Iteration 40F: 3 clusters Score -549892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -549894.375000 Penalty: 4141.461426
	Iteration 41Q: 3 clusters Score -549894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -549895.250000 Penalty: 4141.461426
	Iteration 42Q: 3 clusters Score -549895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -549898.062500 Penalty: 4141.461426
	Iteration 43Q: 3 clusters Score -549898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -549900.187500 Penalty: 4141.461426
	Iteration 44Q: 3 clusters Score -549900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -549901.125000 Penalty: 4141.461426
	Iteration 45Q: 3 clusters Score -549901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -549901.812500 Penalty: 4141.461426
	Iteration 46Q: 3 clusters Score -549901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -549903.875000 Penalty: 4141.461426
	Iteration 47Q: 3 clusters Score -549903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -549904.750000 Penalty: 4141.461426
	Iteration 48Q: 3 clusters Score -549904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -549906.625000 Penalty: 4141.461426
	Iteration 49Q: 3 clusters Score -549906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -549906.312500 Penalty: 4141.461426
	Iteration 50Q: 3 clusters Score -549906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -549907.062500 Penalty: 4141.461426
	Iteration 51Q: 3 clusters Score -549907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -549908.812500 Penalty: 4141.461426
	Iteration 52Q: 3 clusters Score -549908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -549909.937500 Penalty: 4141.461426
	Iteration 53Q: 3 clusters Score -549909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -549909.937500 Penalty: 4141.461426
	Iteration 54F: 3 clusters Score -549909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Entering Unmasked Estep 
Score: -2277434.500000 Penalty: 2398.920898
	Iteration 0F: 2 clusters Score -2277434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2266069.750000 Penalty: 4797.841797
	Iteration 0F: 3 clusters Score -2266070 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2269966.250000 Penalty: 4797.841797
	Iteration 1F: 3 clusters Score -2269966 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2270601.250000 Penalty: 4797.841797
	Iteration 2F: 3 clusters Score -2270601 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2271248.000000 Penalty: 4797.841797
	Iteration 3F: 3 clusters Score -2271248 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2271909.250000 Penalty: 4797.841797
	Iteration 4F: 3 clusters Score -2271909 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2272451.250000 Penalty: 4797.841797
	Iteration 5F: 3 clusters Score -2272451 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2272831.500000 Penalty: 4797.841797
	Iteration 6Q: 3 clusters Score -2272832 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2273136.000000 Penalty: 4797.841797
	Iteration 7Q: 3 clusters Score -2273136 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2273321.000000 Penalty: 4797.841797
	Iteration 8Q: 3 clusters Score -2273321 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2273448.750000 Penalty: 4797.841797
	Iteration 9Q: 3 clusters Score -2273449 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2273579.500000 Penalty: 4797.841797
	Iteration 10Q: 3 clusters Score -2273580 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2273692.250000 Penalty: 4797.841797
	Iteration 11Q: 3 clusters Score -2273692 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2273808.500000 Penalty: 4797.841797
	Iteration 12Q: 3 clusters Score -2273808 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2273923.750000 Penalty: 4797.841797
	Iteration 13Q: 3 clusters Score -2273924 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2274047.000000 Penalty: 4797.841797
	Iteration 14Q: 3 clusters Score -2274047 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2274196.000000 Penalty: 4797.841797
	Iteration 15Q: 3 clusters Score -2274196 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2274389.250000 Penalty: 4797.841797
	Iteration 16Q: 3 clusters Score -2274389 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2274576.250000 Penalty: 4797.841797
	Iteration 17Q: 3 clusters Score -2274576 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2274741.500000 Penalty: 4797.841797
	Iteration 18Q: 3 clusters Score -2274742 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2274906.000000 Penalty: 4797.841797
	Iteration 19Q: 3 clusters Score -2274906 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2275054.250000 Penalty: 4797.841797
	Iteration 20F: 3 clusters Score -2275054 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2275208.000000 Penalty: 4797.841797
	Iteration 21Q: 3 clusters Score -2275208 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2275341.250000 Penalty: 4797.841797
	Iteration 22Q: 3 clusters Score -2275341 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2275431.500000 Penalty: 4797.841797
	Iteration 23Q: 3 clusters Score -2275432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2275525.500000 Penalty: 4797.841797
	Iteration 24Q: 3 clusters Score -2275526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2275590.500000 Penalty: 4797.841797
	Iteration 25Q: 3 clusters Score -2275590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2275654.000000 Penalty: 4797.841797
	Iteration 26Q: 3 clusters Score -2275654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2275707.250000 Penalty: 4797.841797
	Iteration 27Q: 3 clusters Score -2275707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2275738.750000 Penalty: 4797.841797
	Iteration 28Q: 3 clusters Score -2275739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2275782.750000 Penalty: 4797.841797
	Iteration 29Q: 3 clusters Score -2275783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2275823.000000 Penalty: 4797.841797
	Iteration 30Q: 3 clusters Score -2275823 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2275869.500000 Penalty: 4797.841797
	Iteration 31Q: 3 clusters Score -2275870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2275923.250000 Penalty: 4797.841797
	Iteration 32Q: 3 clusters Score -2275923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2275963.000000 Penalty: 4797.841797
	Iteration 33Q: 3 clusters Score -2275963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2275990.000000 Penalty: 4797.841797
	Iteration 34Q: 3 clusters Score -2275990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2276009.750000 Penalty: 4797.841797
	Iteration 35Q: 3 clusters Score -2276010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2276028.750000 Penalty: 4797.841797
	Iteration 36Q: 3 clusters Score -2276029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2276046.500000 Penalty: 4797.841797
	Iteration 37Q: 3 clusters Score -2276046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2276063.000000 Penalty: 4797.841797
	Iteration 38Q: 3 clusters Score -2276063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2276077.500000 Penalty: 4797.841797
	Iteration 39Q: 3 clusters Score -2276078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2276104.000000 Penalty: 4797.841797
	Iteration 40F: 3 clusters Score -2276104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2276116.750000 Penalty: 4797.841797
	Iteration 41Q: 3 clusters Score -2276117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2276125.250000 Penalty: 4797.841797
	Iteration 42Q: 3 clusters Score -2276125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2276132.750000 Penalty: 4797.841797
	Iteration 43Q: 3 clusters Score -2276133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2276139.000000 Penalty: 4797.841797
	Iteration 44Q: 3 clusters Score -2276139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2276145.000000 Penalty: 4797.841797
	Iteration 45Q: 3 clusters Score -2276145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2276151.250000 Penalty: 4797.841797
	Iteration 46Q: 3 clusters Score -2276151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2276156.750000 Penalty: 4797.841797
	Iteration 47Q: 3 clusters Score -2276157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2276158.750000 Penalty: 4797.841797
	Iteration 48Q: 3 clusters Score -2276159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2276161.000000 Penalty: 4797.841797
	Iteration 49Q: 3 clusters Score -2276161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2276163.500000 Penalty: 4797.841797
	Iteration 50Q: 3 clusters Score -2276164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2276166.750000 Penalty: 4797.841797
	Iteration 51Q: 3 clusters Score -2276167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2276170.000000 Penalty: 4797.841797
	Iteration 52Q: 3 clusters Score -2276170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2276168.750000 Penalty: 4797.841797
	Iteration 53Q: 3 clusters Score -2276169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2276170.250000 Penalty: 4797.841797
	Iteration 54Q: 3 clusters Score -2276170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2276170.750000 Penalty: 4797.841797
	Iteration 55Q: 3 clusters Score -2276171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2276173.500000 Penalty: 4797.841797
	Iteration 56Q: 3 clusters Score -2276174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2276176.250000 Penalty: 4797.841797
	Iteration 57Q: 3 clusters Score -2276176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2276175.500000 Penalty: 4797.841797
	Iteration 58Q: 3 clusters Score -2276176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2276177.500000 Penalty: 4797.841797
	Iteration 59Q: 3 clusters Score -2276178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2276180.750000 Penalty: 4797.841797
	Iteration 60F: 3 clusters Score -2276181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2276178.500000 Penalty: 4797.841797
	Iteration 61Q: 3 clusters Score -2276178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2276180.750000 Penalty: 4797.841797
	Iteration 62Q: 3 clusters Score -2276181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2276182.750000 Penalty: 4797.841797
	Iteration 63Q: 3 clusters Score -2276183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2276182.750000 Penalty: 4797.841797
	Iteration 64F: 3 clusters Score -2276183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Entering Unmasked Estep 
Score: -2314485.000000 Penalty: 2387.906494
	Iteration 0F: 2 clusters Score -2314485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2303558.750000 Penalty: 4775.812988
	Iteration 0F: 3 clusters Score -2303559 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2307124.000000 Penalty: 4775.812988
	Iteration 1F: 3 clusters Score -2307124 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2307658.750000 Penalty: 4775.812988
	Iteration 2F: 3 clusters Score -2307659 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2308259.500000 Penalty: 4775.812988
	Iteration 3F: 3 clusters Score -2308260 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2308999.500000 Penalty: 4775.812988
	Iteration 4F: 3 clusters Score -2309000 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2309722.500000 Penalty: 4775.812988
	Iteration 5F: 3 clusters Score -2309722 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2310514.000000 Penalty: 4775.812988
	Iteration 6F: 3 clusters Score -2310514 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2311202.000000 Penalty: 4775.812988
	Iteration 7F: 3 clusters Score -2311202 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2311733.000000 Penalty: 4775.812988
	Iteration 8F: 3 clusters Score -2311733 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2312120.750000 Penalty: 4775.812988
	Iteration 9Q: 3 clusters Score -2312121 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2312381.250000 Penalty: 4775.812988
	Iteration 10Q: 3 clusters Score -2312381 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2312540.250000 Penalty: 4775.812988
	Iteration 11Q: 3 clusters Score -2312540 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2312638.250000 Penalty: 4775.812988
	Iteration 12Q: 3 clusters Score -2312638 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2312700.750000 Penalty: 4775.812988
	Iteration 13Q: 3 clusters Score -2312701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2312746.000000 Penalty: 4775.812988
	Iteration 14Q: 3 clusters Score -2312746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2312782.500000 Penalty: 4775.812988
	Iteration 15Q: 3 clusters Score -2312782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2312810.500000 Penalty: 4775.812988
	Iteration 16Q: 3 clusters Score -2312810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2312843.000000 Penalty: 4775.812988
	Iteration 17Q: 3 clusters Score -2312843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2312866.250000 Penalty: 4775.812988
	Iteration 18Q: 3 clusters Score -2312866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2312878.000000 Penalty: 4775.812988
	Iteration 19Q: 3 clusters Score -2312878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2312887.500000 Penalty: 4775.812988
	Iteration 20F: 3 clusters Score -2312888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2312895.250000 Penalty: 4775.812988
	Iteration 21Q: 3 clusters Score -2312895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2312905.500000 Penalty: 4775.812988
	Iteration 22Q: 3 clusters Score -2312906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2312915.000000 Penalty: 4775.812988
	Iteration 23Q: 3 clusters Score -2312915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2312932.250000 Penalty: 4775.812988
	Iteration 24Q: 3 clusters Score -2312932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2312938.250000 Penalty: 4775.812988
	Iteration 25Q: 3 clusters Score -2312938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2312943.000000 Penalty: 4775.812988
	Iteration 26Q: 3 clusters Score -2312943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2312950.000000 Penalty: 4775.812988
	Iteration 27Q: 3 clusters Score -2312950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2312958.750000 Penalty: 4775.812988
	Iteration 28Q: 3 clusters Score -2312959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2312961.750000 Penalty: 4775.812988
	Iteration 29Q: 3 clusters Score -2312962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2312967.750000 Penalty: 4775.812988
	Iteration 30Q: 3 clusters Score -2312968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2312974.500000 Penalty: 4775.812988
	Iteration 31Q: 3 clusters Score -2312974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2312985.250000 Penalty: 4775.812988
	Iteration 32Q: 3 clusters Score -2312985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2312991.000000 Penalty: 4775.812988
	Iteration 33Q: 3 clusters Score -2312991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2312995.500000 Penalty: 4775.812988
	Iteration 34Q: 3 clusters Score -2312996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2313002.500000 Penalty: 4775.812988
	Iteration 35Q: 3 clusters Score -2313002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2313006.500000 Penalty: 4775.812988
	Iteration 36Q: 3 clusters Score -2313006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2313015.750000 Penalty: 4775.812988
	Iteration 37Q: 3 clusters Score -2313016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2313022.250000 Penalty: 4775.812988
	Iteration 38Q: 3 clusters Score -2313022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2313032.750000 Penalty: 4775.812988
	Iteration 39Q: 3 clusters Score -2313033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2313037.750000 Penalty: 4775.812988
	Iteration 40F: 3 clusters Score -2313038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2313043.250000 Penalty: 4775.812988
	Iteration 41Q: 3 clusters Score -2313043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2313050.250000 Penalty: 4775.812988
	Iteration 42Q: 3 clusters Score -2313050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2313054.500000 Penalty: 4775.812988
	Iteration 43Q: 3 clusters Score -2313054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2313060.500000 Penalty: 4775.812988
	Iteration 44Q: 3 clusters Score -2313060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2313067.250000 Penalty: 4775.812988
	Iteration 45Q: 3 clusters Score -2313067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2313073.500000 Penalty: 4775.812988
	Iteration 46Q: 3 clusters Score -2313074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2313077.750000 Penalty: 4775.812988
	Iteration 47Q: 3 clusters Score -2313078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2313088.750000 Penalty: 4775.812988
	Iteration 48Q: 3 clusters Score -2313089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2313095.000000 Penalty: 4775.812988
	Iteration 49Q: 3 clusters Score -2313095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2313100.750000 Penalty: 4775.812988
	Iteration 50Q: 3 clusters Score -2313101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2313114.750000 Penalty: 4775.812988
	Iteration 51Q: 3 clusters Score -2313115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2313122.250000 Penalty: 4775.812988
	Iteration 52Q: 3 clusters Score -2313122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2313140.000000 Penalty: 4775.812988
	Iteration 53Q: 3 clusters Score -2313140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2313145.500000 Penalty: 4775.812988
	Iteration 54Q: 3 clusters Score -2313146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2313155.750000 Penalty: 4775.812988
	Iteration 55Q: 3 clusters Score -2313156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2313175.750000 Penalty: 4775.812988
	Iteration 56Q: 3 clusters Score -2313176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2313191.500000 Penalty: 4775.812988
	Iteration 57Q: 3 clusters Score -2313192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2313227.000000 Penalty: 4775.812988
	Iteration 58Q: 3 clusters Score -2313227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2313263.500000 Penalty: 4775.812988
	Iteration 59Q: 3 clusters Score -2313264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2313311.250000 Penalty: 4775.812988
	Iteration 60F: 3 clusters Score -2313311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2313373.000000 Penalty: 4775.812988
	Iteration 61Q: 3 clusters Score -2313373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2313467.250000 Penalty: 4775.812988
	Iteration 62Q: 3 clusters Score -2313467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2313595.000000 Penalty: 4775.812988
	Iteration 63Q: 3 clusters Score -2313595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2313692.500000 Penalty: 4775.812988
	Iteration 64Q: 3 clusters Score -2313692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2313738.000000 Penalty: 4775.812988
	Iteration 65Q: 3 clusters Score -2313738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2313759.500000 Penalty: 4775.812988
	Iteration 66Q: 3 clusters Score -2313760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2313774.500000 Penalty: 4775.812988
	Iteration 67Q: 3 clusters Score -2313774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2313792.250000 Penalty: 4775.812988
	Iteration 68Q: 3 clusters Score -2313792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2313795.250000 Penalty: 4775.812988
	Iteration 69Q: 3 clusters Score -2313795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2313798.500000 Penalty: 4775.812988
	Iteration 70Q: 3 clusters Score -2313798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2313802.000000 Penalty: 4775.812988
	Iteration 71Q: 3 clusters Score -2313802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2313800.500000 Penalty: 4775.812988
	Iteration 72Q: 3 clusters Score -2313800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313803.000000 Penalty: 4775.812988
	Iteration 73Q: 3 clusters Score -2313803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2313804.500000 Penalty: 4775.812988
	Iteration 74Q: 3 clusters Score -2313804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2313802.250000 Penalty: 4775.812988
	Iteration 75Q: 3 clusters Score -2313802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2313802.250000 Penalty: 4775.812988
	Iteration 76F: 3 clusters Score -2313802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -321163.687500 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -321163.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -318441.968750 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -318442 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -318938.000000 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -318938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -319057.687500 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -319057.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -319124.218750 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -319124.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -319161.406250 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -319161.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -319179.375000 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -319179.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -319195.406250 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -319195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -319212.375000 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -319212.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -319223.500000 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -319223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -319232.312500 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -319232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -319235.500000 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -319235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -319236.781250 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -319236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -319238.437500 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -319238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319240.218750 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -319240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319240.656250 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -319240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -319241.343750 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -319241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319242.937500 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -319242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -319244.812500 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -319244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319247.500000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -319247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319248.812500 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -319248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -319249.343750 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -319249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -319251.562500 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -319251.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -319254.062500 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -319254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -319257.375000 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -319257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -319258.843750 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -319258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -319259.812500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -319259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -319261.093750 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -319261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -319262.406250 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -319262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -319264.156250 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -319264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -319265.218750 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -319265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -319266.250000 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -319266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319267.906250 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -319267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -319270.687500 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -319270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -319271.593750 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -319271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319274.906250 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -319274.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -319277.531250 Penalty: 3802.678467
	Iteration 35Q: 3 clusters Score -319277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -319281.437500 Penalty: 3802.678467
	Iteration 36Q: 3 clusters Score -319281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -319283.968750 Penalty: 3802.678467
	Iteration 37Q: 3 clusters Score -319284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -319287.500000 Penalty: 3802.678467
	Iteration 38Q: 3 clusters Score -319287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -319290.812500 Penalty: 3802.678467
	Iteration 39Q: 3 clusters Score -319290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -319294.843750 Penalty: 3802.678467
	Iteration 40F: 3 clusters Score -319294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -319296.718750 Penalty: 3802.678467
	Iteration 41Q: 3 clusters Score -319296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -319298.375000 Penalty: 3802.678467
	Iteration 42Q: 3 clusters Score -319298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -319299.375000 Penalty: 3802.678467
	Iteration 43Q: 3 clusters Score -319299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -319300.968750 Penalty: 3802.678467
	Iteration 44Q: 3 clusters Score -319301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -319301.250000 Penalty: 3802.678467
	Iteration 45Q: 3 clusters Score -319301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -319301.250000 Penalty: 3802.678467
	Iteration 46F: 3 clusters Score -319301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -110110.484375 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -110110.5 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 429 members 
Entering Unmasked Estep 
Score: -108298.226562 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -108298.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108638.281250 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -108638.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -108857.593750 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -108857.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109071.507812 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -109071.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -109261.046875 Penalty: 3325.996826
	Iteration 4F: 3 clusters Score -109261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109454.562500 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -109454.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -109715.632812 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -109715.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110000.421875 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -110000.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110086.046875 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -110086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -110116.781250 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -110116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110127.593750 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -110127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -110131.031250 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -110131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110134.671875 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -110134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110138.351562 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -110138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110142.742188 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -110142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110142.742188 Penalty: 3325.996826
	Iteration 15F: 3 clusters Score -110142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 149326 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38323 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42796 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 20828 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145912 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59200 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 454 members 
Entering Unmasked Estep 
Score: -104158768.000000 Penalty: 146824.781250
Splitting cluster 18 changes total score from -104160792.000000 to -104158768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -349965.937500 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -349965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -347140.125000 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -347140.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -347608.156250 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -347608.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -347732.531250 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -347732.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -347825.125000 Penalty: 3837.424805
	Iteration 3Q: 3 clusters Score -347825.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -347905.468750 Penalty: 3837.424805
	Iteration 4Q: 3 clusters Score -347905.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -347999.156250 Penalty: 3837.424805
	Iteration 5Q: 3 clusters Score -347999.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -348119.000000 Penalty: 3837.424805
	Iteration 6Q: 3 clusters Score -348119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -348250.937500 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -348250.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -348418.000000 Penalty: 3837.424805
	Iteration 8Q: 3 clusters Score -348418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -348597.875000 Penalty: 3837.424805
	Iteration 9Q: 3 clusters Score -348597.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -348747.937500 Penalty: 3837.424805
	Iteration 10F: 3 clusters Score -348747.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -348858.812500 Penalty: 3837.424805
	Iteration 11Q: 3 clusters Score -348858.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -348951.875000 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -348951.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -349029.062500 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -349029.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -349086.718750 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -349086.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -349133.531250 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -349133.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -349165.843750 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -349165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -349185.562500 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -349185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -349199.437500 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -349199.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -349211.093750 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -349211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -349218.562500 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -349218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -349222.843750 Penalty: 3837.424805
	Iteration 21Q: 3 clusters Score -349222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -349226.218750 Penalty: 3837.424805
	Iteration 22Q: 3 clusters Score -349226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -349227.531250 Penalty: 3837.424805
	Iteration 23Q: 3 clusters Score -349227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -349230.968750 Penalty: 3837.424805
	Iteration 24Q: 3 clusters Score -349231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -349235.000000 Penalty: 3837.424805
	Iteration 25Q: 3 clusters Score -349235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -349238.125000 Penalty: 3837.424805
	Iteration 26Q: 3 clusters Score -349238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -349239.312500 Penalty: 3837.424805
	Iteration 27Q: 3 clusters Score -349239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -349243.218750 Penalty: 3837.424805
	Iteration 28Q: 3 clusters Score -349243.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -349247.468750 Penalty: 3837.424805
	Iteration 29Q: 3 clusters Score -349247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -349249.218750 Penalty: 3837.424805
	Iteration 30Q: 3 clusters Score -349249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -349250.187500 Penalty: 3837.424805
	Iteration 31Q: 3 clusters Score -349250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -349251.625000 Penalty: 3837.424805
	Iteration 32Q: 3 clusters Score -349251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -349254.875000 Penalty: 3837.424805
	Iteration 33Q: 3 clusters Score -349254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -349258.843750 Penalty: 3837.424805
	Iteration 34Q: 3 clusters Score -349258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -349261.562500 Penalty: 3837.424805
	Iteration 35Q: 3 clusters Score -349261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -349270.468750 Penalty: 3837.424805
	Iteration 36Q: 3 clusters Score -349270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -349287.218750 Penalty: 3837.424805
	Iteration 37Q: 3 clusters Score -349287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -349295.437500 Penalty: 3837.424805
	Iteration 38Q: 3 clusters Score -349295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -349300.250000 Penalty: 3837.424805
	Iteration 39Q: 3 clusters Score -349300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -349307.250000 Penalty: 3837.424805
	Iteration 40F: 3 clusters Score -349307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -349310.250000 Penalty: 3837.424805
	Iteration 41Q: 3 clusters Score -349310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -349311.312500 Penalty: 3837.424805
	Iteration 42Q: 3 clusters Score -349311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -349314.343750 Penalty: 3837.424805
	Iteration 43Q: 3 clusters Score -349314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -349316.750000 Penalty: 3837.424805
	Iteration 44Q: 3 clusters Score -349316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -349316.750000 Penalty: 3837.424805
	Iteration 45F: 3 clusters Score -349316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -20118.011719 Penalty: 1287.853271
	Iteration 0F: 2 clusters Score -20118.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19109.988281 Penalty: 2575.706543
	Iteration 0F: 3 clusters Score -19109.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19211.197266 Penalty: 2575.706543
	Iteration 1F: 3 clusters Score -19211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19245.937500 Penalty: 2575.706543
	Iteration 2Q: 3 clusters Score -19245.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19248.488281 Penalty: 2575.706543
	Iteration 3Q: 3 clusters Score -19248.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19250.765625 Penalty: 2575.706543
	Iteration 4Q: 3 clusters Score -19250.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19250.765625 Penalty: 2575.706543
	Iteration 5F: 3 clusters Score -19250.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -338002.093750 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -338002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -335163.656250 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -335163.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -335951.937500 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -335951.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -336194.500000 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -336194.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -336390.406250 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -336390.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -336562.343750 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -336562.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -336683.250000 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -336683.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -336782.843750 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -336782.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -336828.250000 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -336828.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -336850.500000 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -336850.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -336873.250000 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -336873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -336891.593750 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -336891.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -336905.156250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -336905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -336916.312500 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -336916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -336926.656250 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -336926.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -336935.031250 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -336935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -336939.687500 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -336939.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -336944.906250 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -336944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -336949.656250 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -336949.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -336953.531250 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -336953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -336956.187500 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -336956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -336958.781250 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -336958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -336959.343750 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -336959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -336961.593750 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -336961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -336965.937500 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -336965.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336966.062500 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -336966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -336966.062500 Penalty: 3862.541504
	Iteration 25F: 3 clusters Score -336966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -640324.687500 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -640324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -636176.562500 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -636176.6 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -637121.937500 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -637121.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -637366.750000 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -637366.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -637548.437500 Penalty: 4161.460449
	Iteration 3F: 3 clusters Score -637548.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -637704.625000 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -637704.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -637818.687500 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -637818.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -637903.125000 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -637903.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -637977.312500 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -637977.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -638048.812500 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -638048.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -638115.250000 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -638115.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -638192.062500 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -638192.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -638251.062500 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -638251.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -638305.875000 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -638305.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -638344.562500 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -638344.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -638386.500000 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -638386.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -638437.812500 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -638437.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -638483.937500 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -638483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -638513.250000 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -638513.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -638541.437500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -638541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -638552.125000 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -638552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -638557.937500 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -638557.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -638564.437500 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -638564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -638570.687500 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -638570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -638575.562500 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -638575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -638582.875000 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -638582.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -638586.500000 Penalty: 4161.460449
	Iteration 25Q: 3 clusters Score -638586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -638589.250000 Penalty: 4161.460449
	Iteration 26Q: 3 clusters Score -638589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -638595.437500 Penalty: 4161.460449
	Iteration 27Q: 3 clusters Score -638595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -638598.875000 Penalty: 4161.460449
	Iteration 28Q: 3 clusters Score -638598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -638600.750000 Penalty: 4161.460449
	Iteration 29Q: 3 clusters Score -638600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -638602.062500 Penalty: 4161.460449
	Iteration 30Q: 3 clusters Score -638602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -638603.812500 Penalty: 4161.460449
	Iteration 31Q: 3 clusters Score -638603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -638608.125000 Penalty: 4161.460449
	Iteration 32Q: 3 clusters Score -638608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -638608.562500 Penalty: 4161.460449
	Iteration 33Q: 3 clusters Score -638608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -638609.562500 Penalty: 4161.460449
	Iteration 34Q: 3 clusters Score -638609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -638610.375000 Penalty: 4161.460449
	Iteration 35Q: 3 clusters Score -638610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -638610.375000 Penalty: 4161.460449
	Iteration 36F: 3 clusters Score -638610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Entering Unmasked Estep 
Score: -5797540.000000 Penalty: 2617.343750
	Iteration 0F: 2 clusters Score -5797540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5771528.500000 Penalty: 5234.687500
	Iteration 0F: 3 clusters Score -5771528 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5781393.000000 Penalty: 5234.687500
	Iteration 1F: 3 clusters Score -5781393 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -5782168.500000 Penalty: 5234.687500
	Iteration 2Q: 3 clusters Score -5782168 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5782993.000000 Penalty: 5234.687500
	Iteration 3Q: 3 clusters Score -5782993 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -5783920.500000 Penalty: 5234.687500
	Iteration 4Q: 3 clusters Score -5783920 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5785107.000000 Penalty: 5234.687500
	Iteration 5F: 3 clusters Score -5785107 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5786726.500000 Penalty: 5234.687500
	Iteration 6F: 3 clusters Score -5786726 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5788792.500000 Penalty: 5234.687500
	Iteration 7F: 3 clusters Score -5788792 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5791446.500000 Penalty: 5234.687500
	Iteration 8F: 3 clusters Score -5791446 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5793900.500000 Penalty: 5234.687500
	Iteration 9F: 3 clusters Score -5793900 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5795424.500000 Penalty: 5234.687500
	Iteration 10F: 3 clusters Score -5795424 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5796263.000000 Penalty: 5234.687500
	Iteration 11Q: 3 clusters Score -5796263 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5796623.000000 Penalty: 5234.687500
	Iteration 12Q: 3 clusters Score -5796623 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5796770.500000 Penalty: 5234.687500
	Iteration 13Q: 3 clusters Score -5796770 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5796820.500000 Penalty: 5234.687500
	Iteration 14Q: 3 clusters Score -5796820 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5796844.000000 Penalty: 5234.687500
	Iteration 15Q: 3 clusters Score -5796844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5796885.000000 Penalty: 5234.687500
	Iteration 16Q: 3 clusters Score -5796885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5796910.000000 Penalty: 5234.687500
	Iteration 17Q: 3 clusters Score -5796910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5796919.000000 Penalty: 5234.687500
	Iteration 18Q: 3 clusters Score -5796919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -5796912.500000 Penalty: 5234.687500
	Iteration 19Q: 3 clusters Score -5796912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5796943.000000 Penalty: 5234.687500
	Iteration 20F: 3 clusters Score -5796943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5796942.000000 Penalty: 5234.687500
	Iteration 21Q: 3 clusters Score -5796942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -5796941.000000 Penalty: 5234.687500
	Iteration 22Q: 3 clusters Score -5796941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5796937.500000 Penalty: 5234.687500
	Iteration 23Q: 3 clusters Score -5796938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5796940.000000 Penalty: 5234.687500
	Iteration 24Q: 3 clusters Score -5796940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5796952.500000 Penalty: 5234.687500
	Iteration 25Q: 3 clusters Score -5796952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5796952.500000 Penalty: 5234.687500
	Iteration 26Q: 3 clusters Score -5796952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5796946.500000 Penalty: 5234.687500
	Iteration 27Q: 3 clusters Score -5796946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5796948.500000 Penalty: 5234.687500
	Iteration 28Q: 3 clusters Score -5796948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5796948.500000 Penalty: 5234.687500
	Iteration 29Q: 3 clusters Score -5796948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5796958.500000 Penalty: 5234.687500
	Iteration 30Q: 3 clusters Score -5796958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5796964.500000 Penalty: 5234.687500
	Iteration 31Q: 3 clusters Score -5796964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5796972.500000 Penalty: 5234.687500
	Iteration 32Q: 3 clusters Score -5796972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -5796975.500000 Penalty: 5234.687500
	Iteration 33Q: 3 clusters Score -5796976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5796968.500000 Penalty: 5234.687500
	Iteration 34Q: 3 clusters Score -5796968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5796972.000000 Penalty: 5234.687500
	Iteration 35Q: 3 clusters Score -5796972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5796975.500000 Penalty: 5234.687500
	Iteration 36Q: 3 clusters Score -5796976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5796977.500000 Penalty: 5234.687500
	Iteration 37Q: 3 clusters Score -5796978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5796993.000000 Penalty: 5234.687500
	Iteration 38Q: 3 clusters Score -5796993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5796995.000000 Penalty: 5234.687500
	Iteration 39Q: 3 clusters Score -5796995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5797000.000000 Penalty: 5234.687500
	Iteration 40F: 3 clusters Score -5797000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5797009.000000 Penalty: 5234.687500
	Iteration 41Q: 3 clusters Score -5797009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5797009.500000 Penalty: 5234.687500
	Iteration 42Q: 3 clusters Score -5797010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5797004.000000 Penalty: 5234.687500
	Iteration 43Q: 3 clusters Score -5797004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -5797014.000000 Penalty: 5234.687500
	Iteration 44Q: 3 clusters Score -5797014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5797030.500000 Penalty: 5234.687500
	Iteration 45Q: 3 clusters Score -5797030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5797037.000000 Penalty: 5234.687500
	Iteration 46Q: 3 clusters Score -5797037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5797034.000000 Penalty: 5234.687500
	Iteration 47Q: 3 clusters Score -5797034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -5797055.500000 Penalty: 5234.687500
	Iteration 48Q: 3 clusters Score -5797056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5797055.000000 Penalty: 5234.687500
	Iteration 49Q: 3 clusters Score -5797055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5797053.000000 Penalty: 5234.687500
	Iteration 50Q: 3 clusters Score -5797053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5797048.500000 Penalty: 5234.687500
	Iteration 51Q: 3 clusters Score -5797048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5797037.000000 Penalty: 5234.687500
	Iteration 52Q: 3 clusters Score -5797037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5797039.500000 Penalty: 5234.687500
	Iteration 53Q: 3 clusters Score -5797040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5797050.000000 Penalty: 5234.687500
	Iteration 54Q: 3 clusters Score -5797050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5797055.000000 Penalty: 5234.687500
	Iteration 55Q: 3 clusters Score -5797055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -5797047.500000 Penalty: 5234.687500
	Iteration 56Q: 3 clusters Score -5797048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5797047.000000 Penalty: 5234.687500
	Iteration 57Q: 3 clusters Score -5797047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5797047.000000 Penalty: 5234.687500
	Iteration 58F: 3 clusters Score -5797047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -632443.687500 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -632443.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -628412.562500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -628412.6 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -629315.812500 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -629315.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -629500.687500 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -629500.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -629614.312500 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -629614.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -629694.312500 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -629694.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -629757.375000 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -629757.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -629813.125000 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -629813.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -629858.625000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -629858.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -629893.625000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -629893.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -629921.250000 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -629921.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -629941.125000 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -629941.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -629958.812500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -629958.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -629977.187500 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -629977.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -629996.937500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -629996.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -630019.750000 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -630019.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -630038.750000 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -630038.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -630057.500000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -630057.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -630069.687500 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -630069.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -630082.062500 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -630082.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -630094.687500 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -630094.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -630108.187500 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -630108.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -630123.625000 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -630123.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -630139.250000 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -630139.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -630148.062500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -630148.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -630156.687500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -630156.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -630160.625000 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -630160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -630162.812500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -630162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -630166.875000 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -630166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -630171.562500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -630171.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -630176.750000 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -630176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -630183.500000 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -630183.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -630191.125000 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -630191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -630200.125000 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -630200.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -630209.062500 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -630209.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -630219.687500 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -630219.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -630228.062500 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -630228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -630238.812500 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -630238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -630243.625000 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -630243.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -630247.687500 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -630247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -630253.312500 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -630253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -630261.500000 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -630261.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -630276.312500 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -630276.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -630292.312500 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -630292.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -630306.125000 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -630306.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -630321.437500 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -630321.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -630342.312500 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -630342.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -630366.562500 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -630366.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -630390.000000 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -630390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -630412.625000 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -630412.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -630434.375000 Penalty: 4142.632812
	Iteration 49Q: 3 clusters Score -630434.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -630453.625000 Penalty: 4142.632812
	Iteration 50Q: 3 clusters Score -630453.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -630466.250000 Penalty: 4142.632812
	Iteration 51Q: 3 clusters Score -630466.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -630476.812500 Penalty: 4142.632812
	Iteration 52Q: 3 clusters Score -630476.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -630481.687500 Penalty: 4142.632812
	Iteration 53Q: 3 clusters Score -630481.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -630493.937500 Penalty: 4142.632812
	Iteration 54Q: 3 clusters Score -630493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -630502.437500 Penalty: 4142.632812
	Iteration 55Q: 3 clusters Score -630502.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -630512.125000 Penalty: 4142.632812
	Iteration 56Q: 3 clusters Score -630512.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -630520.687500 Penalty: 4142.632812
	Iteration 57Q: 3 clusters Score -630520.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -630528.562500 Penalty: 4142.632812
	Iteration 58Q: 3 clusters Score -630528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -630534.250000 Penalty: 4142.632812
	Iteration 59Q: 3 clusters Score -630534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -630539.875000 Penalty: 4142.632812
	Iteration 60F: 3 clusters Score -630539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -630543.437500 Penalty: 4142.632812
	Iteration 61Q: 3 clusters Score -630543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -630548.562500 Penalty: 4142.632812
	Iteration 62Q: 3 clusters Score -630548.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -630553.000000 Penalty: 4142.632812
	Iteration 63Q: 3 clusters Score -630553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -630555.437500 Penalty: 4142.632812
	Iteration 64Q: 3 clusters Score -630555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -630556.000000 Penalty: 4142.632812
	Iteration 65Q: 3 clusters Score -630556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -630558.375000 Penalty: 4142.632812
	Iteration 66Q: 3 clusters Score -630558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -630558.375000 Penalty: 4142.632812
	Iteration 67Q: 3 clusters Score -630558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -630558.687500 Penalty: 4142.632812
	Iteration 68Q: 3 clusters Score -630558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -630558.937500 Penalty: 4142.632812
	Iteration 69Q: 3 clusters Score -630558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -630559.500000 Penalty: 4142.632812
	Iteration 70Q: 3 clusters Score -630559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -630561.000000 Penalty: 4142.632812
	Iteration 71Q: 3 clusters Score -630561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -630562.562500 Penalty: 4142.632812
	Iteration 72Q: 3 clusters Score -630562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -630565.812500 Penalty: 4142.632812
	Iteration 73Q: 3 clusters Score -630565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -630566.187500 Penalty: 4142.632812
	Iteration 74Q: 3 clusters Score -630566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -630565.687500 Penalty: 4142.632812
	Iteration 75Q: 3 clusters Score -630565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -630568.125000 Penalty: 4142.632812
	Iteration 76Q: 3 clusters Score -630568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -630568.125000 Penalty: 4142.632812
	Iteration 77F: 3 clusters Score -630568.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Entering Unmasked Estep 
Score: -6474932.500000 Penalty: 2644.721680
	Iteration 0F: 2 clusters Score -6474932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -6445914.000000 Penalty: 5289.443359
	Iteration 0F: 3 clusters Score -6445914 nChanged 19596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6456864.000000 Penalty: 5289.443359
	Iteration 1F: 3 clusters Score -6456864 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -6457430.500000 Penalty: 5289.443359
	Iteration 2Q: 3 clusters Score -6457430 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -6458110.000000 Penalty: 5289.443359
	Iteration 3Q: 3 clusters Score -6458110 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -6459085.000000 Penalty: 5289.443359
	Iteration 4Q: 3 clusters Score -6459085 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -6460504.500000 Penalty: 5289.443359
	Iteration 5F: 3 clusters Score -6460504 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -6462716.000000 Penalty: 5289.443359
	Iteration 6F: 3 clusters Score -6462716 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -6465860.000000 Penalty: 5289.443359
	Iteration 7F: 3 clusters Score -6465860 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -6468939.500000 Penalty: 5289.443359
	Iteration 8F: 3 clusters Score -6468940 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6471102.000000 Penalty: 5289.443359
	Iteration 9Q: 3 clusters Score -6471102 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6472033.000000 Penalty: 5289.443359
	Iteration 10Q: 3 clusters Score -6472033 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6472305.000000 Penalty: 5289.443359
	Iteration 11Q: 3 clusters Score -6472305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6472446.500000 Penalty: 5289.443359
	Iteration 12Q: 3 clusters Score -6472446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6472478.500000 Penalty: 5289.443359
	Iteration 13Q: 3 clusters Score -6472478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6472522.000000 Penalty: 5289.443359
	Iteration 14Q: 3 clusters Score -6472522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6472538.500000 Penalty: 5289.443359
	Iteration 15Q: 3 clusters Score -6472538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6472552.000000 Penalty: 5289.443359
	Iteration 16Q: 3 clusters Score -6472552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6472572.500000 Penalty: 5289.443359
	Iteration 17Q: 3 clusters Score -6472572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6472575.500000 Penalty: 5289.443359
	Iteration 18Q: 3 clusters Score -6472576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6472590.500000 Penalty: 5289.443359
	Iteration 19Q: 3 clusters Score -6472590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6472605.000000 Penalty: 5289.443359
	Iteration 20F: 3 clusters Score -6472605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6472616.000000 Penalty: 5289.443359
	Iteration 21Q: 3 clusters Score -6472616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6472617.000000 Penalty: 5289.443359
	Iteration 22Q: 3 clusters Score -6472617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6472623.000000 Penalty: 5289.443359
	Iteration 23Q: 3 clusters Score -6472623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6472621.000000 Penalty: 5289.443359
	Iteration 24Q: 3 clusters Score -6472621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6472634.500000 Penalty: 5289.443359
	Iteration 25Q: 3 clusters Score -6472634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6472634.500000 Penalty: 5289.443359
	Iteration 26F: 3 clusters Score -6472634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -2831707.750000 Penalty: 2435.507568
	Iteration 0F: 2 clusters Score -2831708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2818645.500000 Penalty: 4871.015137
	Iteration 0F: 3 clusters Score -2818646 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2822848.500000 Penalty: 4871.015137
	Iteration 1F: 3 clusters Score -2822848 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2823191.750000 Penalty: 4871.015137
	Iteration 2F: 3 clusters Score -2823192 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2823499.000000 Penalty: 4871.015137
	Iteration 3Q: 3 clusters Score -2823499 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2823779.250000 Penalty: 4871.015137
	Iteration 4Q: 3 clusters Score -2823779 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2824062.750000 Penalty: 4871.015137
	Iteration 5Q: 3 clusters Score -2824063 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2824367.250000 Penalty: 4871.015137
	Iteration 6Q: 3 clusters Score -2824367 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2824729.250000 Penalty: 4871.015137
	Iteration 7Q: 3 clusters Score -2824729 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2825213.500000 Penalty: 4871.015137
	Iteration 8Q: 3 clusters Score -2825214 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2825843.500000 Penalty: 4871.015137
	Iteration 9F: 3 clusters Score -2825844 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2826477.250000 Penalty: 4871.015137
	Iteration 10F: 3 clusters Score -2826477 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2827141.500000 Penalty: 4871.015137
	Iteration 11F: 3 clusters Score -2827142 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2827780.500000 Penalty: 4871.015137
	Iteration 12Q: 3 clusters Score -2827780 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2828306.250000 Penalty: 4871.015137
	Iteration 13Q: 3 clusters Score -2828306 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2828716.250000 Penalty: 4871.015137
	Iteration 14Q: 3 clusters Score -2828716 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2829010.000000 Penalty: 4871.015137
	Iteration 15Q: 3 clusters Score -2829010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2829189.000000 Penalty: 4871.015137
	Iteration 16Q: 3 clusters Score -2829189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2829293.500000 Penalty: 4871.015137
	Iteration 17Q: 3 clusters Score -2829294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2829370.000000 Penalty: 4871.015137
	Iteration 18Q: 3 clusters Score -2829370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2829408.750000 Penalty: 4871.015137
	Iteration 19Q: 3 clusters Score -2829409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2829442.000000 Penalty: 4871.015137
	Iteration 20F: 3 clusters Score -2829442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2829469.750000 Penalty: 4871.015137
	Iteration 21Q: 3 clusters Score -2829470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2829498.750000 Penalty: 4871.015137
	Iteration 22Q: 3 clusters Score -2829499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2829514.000000 Penalty: 4871.015137
	Iteration 23Q: 3 clusters Score -2829514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2829526.000000 Penalty: 4871.015137
	Iteration 24Q: 3 clusters Score -2829526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2829529.500000 Penalty: 4871.015137
	Iteration 25Q: 3 clusters Score -2829530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2829531.000000 Penalty: 4871.015137
	Iteration 26Q: 3 clusters Score -2829531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2829533.500000 Penalty: 4871.015137
	Iteration 27Q: 3 clusters Score -2829534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2829538.250000 Penalty: 4871.015137
	Iteration 28Q: 3 clusters Score -2829538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2829536.750000 Penalty: 4871.015137
	Iteration 29Q: 3 clusters Score -2829537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2829542.500000 Penalty: 4871.015137
	Iteration 30Q: 3 clusters Score -2829542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2829550.750000 Penalty: 4871.015137
	Iteration 31Q: 3 clusters Score -2829551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2829553.500000 Penalty: 4871.015137
	Iteration 32Q: 3 clusters Score -2829554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2829559.000000 Penalty: 4871.015137
	Iteration 33Q: 3 clusters Score -2829559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2829563.000000 Penalty: 4871.015137
	Iteration 34Q: 3 clusters Score -2829563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2829571.750000 Penalty: 4871.015137
	Iteration 35Q: 3 clusters Score -2829572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2829577.250000 Penalty: 4871.015137
	Iteration 36Q: 3 clusters Score -2829577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2829575.750000 Penalty: 4871.015137
	Iteration 37Q: 3 clusters Score -2829576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2829579.000000 Penalty: 4871.015137
	Iteration 38Q: 3 clusters Score -2829579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2829580.500000 Penalty: 4871.015137
	Iteration 39Q: 3 clusters Score -2829580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2829580.500000 Penalty: 4871.015137
	Iteration 40F: 3 clusters Score -2829580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Entering Unmasked Estep 
Score: -1660281.000000 Penalty: 2308.229248
	Iteration 0F: 2 clusters Score -1660281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1651967.750000 Penalty: 4616.458496
	Iteration 0F: 3 clusters Score -1651968 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1654439.625000 Penalty: 4616.458496
	Iteration 1F: 3 clusters Score -1654440 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1654691.250000 Penalty: 4616.458496
	Iteration 2F: 3 clusters Score -1654691 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1654879.625000 Penalty: 4616.458496
	Iteration 3Q: 3 clusters Score -1654880 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1655031.375000 Penalty: 4616.458496
	Iteration 4Q: 3 clusters Score -1655031 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1655173.250000 Penalty: 4616.458496
	Iteration 5Q: 3 clusters Score -1655173 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1655324.750000 Penalty: 4616.458496
	Iteration 6Q: 3 clusters Score -1655325 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1655501.625000 Penalty: 4616.458496
	Iteration 7Q: 3 clusters Score -1655502 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1655738.000000 Penalty: 4616.458496
	Iteration 8Q: 3 clusters Score -1655738 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1656048.625000 Penalty: 4616.458496
	Iteration 9Q: 3 clusters Score -1656049 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1656452.250000 Penalty: 4616.458496
	Iteration 10Q: 3 clusters Score -1656452 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1656891.125000 Penalty: 4616.458496
	Iteration 11F: 3 clusters Score -1656891 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1657330.500000 Penalty: 4616.458496
	Iteration 12F: 3 clusters Score -1657330 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1657729.500000 Penalty: 4616.458496
	Iteration 13Q: 3 clusters Score -1657730 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1657980.000000 Penalty: 4616.458496
	Iteration 14Q: 3 clusters Score -1657980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1658135.000000 Penalty: 4616.458496
	Iteration 15Q: 3 clusters Score -1658135 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1658225.000000 Penalty: 4616.458496
	Iteration 16Q: 3 clusters Score -1658225 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1658280.375000 Penalty: 4616.458496
	Iteration 17Q: 3 clusters Score -1658280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1658316.375000 Penalty: 4616.458496
	Iteration 18Q: 3 clusters Score -1658316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1658348.000000 Penalty: 4616.458496
	Iteration 19Q: 3 clusters Score -1658348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1658366.125000 Penalty: 4616.458496
	Iteration 20F: 3 clusters Score -1658366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1658385.750000 Penalty: 4616.458496
	Iteration 21Q: 3 clusters Score -1658386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1658402.375000 Penalty: 4616.458496
	Iteration 22Q: 3 clusters Score -1658402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1658424.875000 Penalty: 4616.458496
	Iteration 23Q: 3 clusters Score -1658425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1658436.750000 Penalty: 4616.458496
	Iteration 24Q: 3 clusters Score -1658437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1658454.125000 Penalty: 4616.458496
	Iteration 25Q: 3 clusters Score -1658454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1658460.750000 Penalty: 4616.458496
	Iteration 26Q: 3 clusters Score -1658461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1658463.375000 Penalty: 4616.458496
	Iteration 27Q: 3 clusters Score -1658463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1658473.125000 Penalty: 4616.458496
	Iteration 28Q: 3 clusters Score -1658473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1658484.125000 Penalty: 4616.458496
	Iteration 29Q: 3 clusters Score -1658484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1658497.625000 Penalty: 4616.458496
	Iteration 30Q: 3 clusters Score -1658498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1658508.625000 Penalty: 4616.458496
	Iteration 31Q: 3 clusters Score -1658509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1658512.750000 Penalty: 4616.458496
	Iteration 32Q: 3 clusters Score -1658513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1658526.000000 Penalty: 4616.458496
	Iteration 33Q: 3 clusters Score -1658526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1658532.625000 Penalty: 4616.458496
	Iteration 34Q: 3 clusters Score -1658533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1658542.375000 Penalty: 4616.458496
	Iteration 35Q: 3 clusters Score -1658542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1658558.250000 Penalty: 4616.458496
	Iteration 36Q: 3 clusters Score -1658558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1658570.000000 Penalty: 4616.458496
	Iteration 37Q: 3 clusters Score -1658570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1658575.000000 Penalty: 4616.458496
	Iteration 38Q: 3 clusters Score -1658575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1658580.500000 Penalty: 4616.458496
	Iteration 39Q: 3 clusters Score -1658580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1658585.500000 Penalty: 4616.458496
	Iteration 40F: 3 clusters Score -1658586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1658588.125000 Penalty: 4616.458496
	Iteration 41Q: 3 clusters Score -1658588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1658592.125000 Penalty: 4616.458496
	Iteration 42Q: 3 clusters Score -1658592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1658596.625000 Penalty: 4616.458496
	Iteration 43Q: 3 clusters Score -1658597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1658596.375000 Penalty: 4616.458496
	Iteration 44Q: 3 clusters Score -1658596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1658596.375000 Penalty: 4616.458496
	Iteration 45Q: 3 clusters Score -1658596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1658600.125000 Penalty: 4616.458496
	Iteration 46Q: 3 clusters Score -1658600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1658597.625000 Penalty: 4616.458496
	Iteration 47Q: 3 clusters Score -1658598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1658597.625000 Penalty: 4616.458496
	Iteration 48F: 3 clusters Score -1658598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -283124.531250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -283124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -280452.187500 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -280452.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -281155.281250 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -281155.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -281461.437500 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -281461.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281730.625000 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -281730.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -282016.843750 Penalty: 3816.644531
	Iteration 4F: 3 clusters Score -282016.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282270.531250 Penalty: 3816.644531
	Iteration 5F: 3 clusters Score -282270.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -282515.156250 Penalty: 3816.644531
	Iteration 6F: 3 clusters Score -282515.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -282669.031250 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -282669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -282732.218750 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -282732.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282759.468750 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -282759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282764.437500 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -282764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -282772.937500 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -282772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -282775.812500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -282775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -282775.906250 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -282775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -282778.093750 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -282778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -282778.093750 Penalty: 3816.644531
	Iteration 15F: 3 clusters Score -282778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -473270.093750 Penalty: 1996.811523
	Iteration 0F: 2 clusters Score -473270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -469965.843750 Penalty: 3993.623047
	Iteration 0F: 3 clusters Score -469965.8 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -470618.218750 Penalty: 3993.623047
	Iteration 1F: 3 clusters Score -470618.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -470771.718750 Penalty: 3993.623047
	Iteration 2F: 3 clusters Score -470771.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -470882.375000 Penalty: 3993.623047
	Iteration 3Q: 3 clusters Score -470882.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -470953.062500 Penalty: 3993.623047
	Iteration 4Q: 3 clusters Score -470953.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -471003.250000 Penalty: 3993.623047
	Iteration 5Q: 3 clusters Score -471003.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -471049.625000 Penalty: 3993.623047
	Iteration 6Q: 3 clusters Score -471049.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -471094.031250 Penalty: 3993.623047
	Iteration 7Q: 3 clusters Score -471094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -471135.937500 Penalty: 3993.623047
	Iteration 8Q: 3 clusters Score -471135.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -471174.375000 Penalty: 3993.623047
	Iteration 9Q: 3 clusters Score -471174.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -471208.843750 Penalty: 3993.623047
	Iteration 10Q: 3 clusters Score -471208.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -471231.343750 Penalty: 3993.623047
	Iteration 11Q: 3 clusters Score -471231.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -471252.937500 Penalty: 3993.623047
	Iteration 12Q: 3 clusters Score -471252.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -471273.062500 Penalty: 3993.623047
	Iteration 13Q: 3 clusters Score -471273.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -471294.062500 Penalty: 3993.623047
	Iteration 14Q: 3 clusters Score -471294.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -471312.906250 Penalty: 3993.623047
	Iteration 15Q: 3 clusters Score -471312.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -471331.906250 Penalty: 3993.623047
	Iteration 16Q: 3 clusters Score -471331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -471349.062500 Penalty: 3993.623047
	Iteration 17Q: 3 clusters Score -471349.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -471371.281250 Penalty: 3993.623047
	Iteration 18Q: 3 clusters Score -471371.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -471391.218750 Penalty: 3993.623047
	Iteration 19Q: 3 clusters Score -471391.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -471404.406250 Penalty: 3993.623047
	Iteration 20F: 3 clusters Score -471404.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -471412.562500 Penalty: 3993.623047
	Iteration 21Q: 3 clusters Score -471412.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -471427.968750 Penalty: 3993.623047
	Iteration 22Q: 3 clusters Score -471428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -471439.750000 Penalty: 3993.623047
	Iteration 23Q: 3 clusters Score -471439.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -471450.843750 Penalty: 3993.623047
	Iteration 24Q: 3 clusters Score -471450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -471464.750000 Penalty: 3993.623047
	Iteration 25Q: 3 clusters Score -471464.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -471472.437500 Penalty: 3993.623047
	Iteration 26Q: 3 clusters Score -471472.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -471478.343750 Penalty: 3993.623047
	Iteration 27Q: 3 clusters Score -471478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -471484.531250 Penalty: 3993.623047
	Iteration 28Q: 3 clusters Score -471484.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -471492.031250 Penalty: 3993.623047
	Iteration 29Q: 3 clusters Score -471492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -471498.656250 Penalty: 3993.623047
	Iteration 30Q: 3 clusters Score -471498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -471502.312500 Penalty: 3993.623047
	Iteration 31Q: 3 clusters Score -471502.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -471505.187500 Penalty: 3993.623047
	Iteration 32Q: 3 clusters Score -471505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -471508.625000 Penalty: 3993.623047
	Iteration 33Q: 3 clusters Score -471508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -471511.812500 Penalty: 3993.623047
	Iteration 34Q: 3 clusters Score -471511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -471513.156250 Penalty: 3993.623047
	Iteration 35Q: 3 clusters Score -471513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -471513.625000 Penalty: 3993.623047
	Iteration 36Q: 3 clusters Score -471513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -471515.062500 Penalty: 3993.623047
	Iteration 37Q: 3 clusters Score -471515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -471515.875000 Penalty: 3993.623047
	Iteration 38Q: 3 clusters Score -471515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -471517.250000 Penalty: 3993.623047
	Iteration 39Q: 3 clusters Score -471517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -471517.500000 Penalty: 3993.623047
	Iteration 40F: 3 clusters Score -471517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -471518.687500 Penalty: 3993.623047
	Iteration 41Q: 3 clusters Score -471518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -471519.562500 Penalty: 3993.623047
	Iteration 42Q: 3 clusters Score -471519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -471520.187500 Penalty: 3993.623047
	Iteration 43Q: 3 clusters Score -471520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -471520.500000 Penalty: 3993.623047
	Iteration 44Q: 3 clusters Score -471520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -471520.500000 Penalty: 3993.623047
	Iteration 45F: 3 clusters Score -471520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -40705.503906 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -40705.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39449.500000 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -39449.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39613.496094 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -39613.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39724.605469 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -39724.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39791.406250 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -39791.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39831.117188 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -39831.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39864.191406 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -39864.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39908.242188 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -39908.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39962.894531 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -39962.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40015.824219 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -40015.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40050.601562 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -40050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40116.410156 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -40116.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40158.218750 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -40158.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40267.062500 Penalty: 2880.838867
	Iteration 12Q: 3 clusters Score -40267.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40431.644531 Penalty: 2880.838867
	Iteration 13Q: 3 clusters Score -40431.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40661.484375 Penalty: 2880.838867
	Iteration 14Q: 3 clusters Score -40661.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40699.144531 Penalty: 2880.838867
	Iteration 15Q: 3 clusters Score -40699.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40714.261719 Penalty: 2880.838867
	Iteration 16Q: 3 clusters Score -40714.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40714.261719 Penalty: 2880.838867
	Iteration 17F: 3 clusters Score -40714.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 149326 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38323 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42796 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 194 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 20828 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145912 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59200 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 139 members 
Entering Unmasked Estep 
Score: -104158528.000000 Penalty: 146824.781250
Splitting cluster 30 changes total score from -104160792.000000 to -104158528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Entering Unmasked Estep 
Score: -2163461.000000 Penalty: 2371.824951
	Iteration 0F: 2 clusters Score -2163461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2153134.750000 Penalty: 4743.649902
	Iteration 0F: 3 clusters Score -2153135 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2156410.500000 Penalty: 4743.649902
	Iteration 1F: 3 clusters Score -2156410 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2156835.500000 Penalty: 4743.649902
	Iteration 2F: 3 clusters Score -2156836 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2157275.000000 Penalty: 4743.649902
	Iteration 3F: 3 clusters Score -2157275 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2157735.250000 Penalty: 4743.649902
	Iteration 4F: 3 clusters Score -2157735 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2158189.750000 Penalty: 4743.649902
	Iteration 5F: 3 clusters Score -2158190 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2158665.250000 Penalty: 4743.649902
	Iteration 6F: 3 clusters Score -2158665 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2159165.500000 Penalty: 4743.649902
	Iteration 7F: 3 clusters Score -2159166 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2159660.750000 Penalty: 4743.649902
	Iteration 8F: 3 clusters Score -2159661 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2160087.750000 Penalty: 4743.649902
	Iteration 9Q: 3 clusters Score -2160088 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2160435.250000 Penalty: 4743.649902
	Iteration 10Q: 3 clusters Score -2160435 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2160702.000000 Penalty: 4743.649902
	Iteration 11Q: 3 clusters Score -2160702 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2160895.750000 Penalty: 4743.649902
	Iteration 12Q: 3 clusters Score -2160896 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2161029.500000 Penalty: 4743.649902
	Iteration 13Q: 3 clusters Score -2161030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2161107.250000 Penalty: 4743.649902
	Iteration 14Q: 3 clusters Score -2161107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2161193.750000 Penalty: 4743.649902
	Iteration 15Q: 3 clusters Score -2161194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2161233.250000 Penalty: 4743.649902
	Iteration 16Q: 3 clusters Score -2161233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2161266.250000 Penalty: 4743.649902
	Iteration 17Q: 3 clusters Score -2161266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2161305.250000 Penalty: 4743.649902
	Iteration 18Q: 3 clusters Score -2161305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2161343.250000 Penalty: 4743.649902
	Iteration 19Q: 3 clusters Score -2161343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2161369.750000 Penalty: 4743.649902
	Iteration 20F: 3 clusters Score -2161370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2161394.000000 Penalty: 4743.649902
	Iteration 21Q: 3 clusters Score -2161394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2161422.250000 Penalty: 4743.649902
	Iteration 22Q: 3 clusters Score -2161422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2161440.250000 Penalty: 4743.649902
	Iteration 23Q: 3 clusters Score -2161440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2161453.750000 Penalty: 4743.649902
	Iteration 24Q: 3 clusters Score -2161454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2161466.500000 Penalty: 4743.649902
	Iteration 25Q: 3 clusters Score -2161466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2161482.000000 Penalty: 4743.649902
	Iteration 26Q: 3 clusters Score -2161482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2161491.750000 Penalty: 4743.649902
	Iteration 27Q: 3 clusters Score -2161492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2161497.500000 Penalty: 4743.649902
	Iteration 28Q: 3 clusters Score -2161498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2161501.250000 Penalty: 4743.649902
	Iteration 29Q: 3 clusters Score -2161501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2161503.250000 Penalty: 4743.649902
	Iteration 30Q: 3 clusters Score -2161503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2161503.750000 Penalty: 4743.649902
	Iteration 31Q: 3 clusters Score -2161504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2161506.750000 Penalty: 4743.649902
	Iteration 32Q: 3 clusters Score -2161507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2161507.250000 Penalty: 4743.649902
	Iteration 33Q: 3 clusters Score -2161507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2161514.250000 Penalty: 4743.649902
	Iteration 34Q: 3 clusters Score -2161514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2161515.000000 Penalty: 4743.649902
	Iteration 35Q: 3 clusters Score -2161515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2161516.250000 Penalty: 4743.649902
	Iteration 36Q: 3 clusters Score -2161516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2161516.250000 Penalty: 4743.649902
	Iteration 37Q: 3 clusters Score -2161516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2161518.000000 Penalty: 4743.649902
	Iteration 38Q: 3 clusters Score -2161518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2161528.000000 Penalty: 4743.649902
	Iteration 39Q: 3 clusters Score -2161528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2161534.250000 Penalty: 4743.649902
	Iteration 40F: 3 clusters Score -2161534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2161537.250000 Penalty: 4743.649902
	Iteration 41Q: 3 clusters Score -2161537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2161539.000000 Penalty: 4743.649902
	Iteration 42Q: 3 clusters Score -2161539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2161538.500000 Penalty: 4743.649902
	Iteration 43Q: 3 clusters Score -2161538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2161537.500000 Penalty: 4743.649902
	Iteration 44Q: 3 clusters Score -2161538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2161540.000000 Penalty: 4743.649902
	Iteration 45Q: 3 clusters Score -2161540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2161541.250000 Penalty: 4743.649902
	Iteration 46Q: 3 clusters Score -2161541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2161541.250000 Penalty: 4743.649902
	Iteration 47F: 3 clusters Score -2161541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Entering Unmasked Estep 
Score: -3224853.750000 Penalty: 2466.125244
	Iteration 0F: 2 clusters Score -3224854 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 10457 members 
Entering Unmasked Estep 
Score: -3210230.250000 Penalty: 4932.250488
	Iteration 0F: 3 clusters Score -3210230 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3215194.250000 Penalty: 4932.250488
	Iteration 1F: 3 clusters Score -3215194 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3215717.000000 Penalty: 4932.250488
	Iteration 2F: 3 clusters Score -3215717 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3216214.250000 Penalty: 4932.250488
	Iteration 3F: 3 clusters Score -3216214 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3216666.500000 Penalty: 4932.250488
	Iteration 4Q: 3 clusters Score -3216666 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3217081.000000 Penalty: 4932.250488
	Iteration 5Q: 3 clusters Score -3217081 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3217450.500000 Penalty: 4932.250488
	Iteration 6Q: 3 clusters Score -3217450 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3217833.750000 Penalty: 4932.250488
	Iteration 7Q: 3 clusters Score -3217834 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3218182.000000 Penalty: 4932.250488
	Iteration 8Q: 3 clusters Score -3218182 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3218502.500000 Penalty: 4932.250488
	Iteration 9Q: 3 clusters Score -3218502 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3218806.750000 Penalty: 4932.250488
	Iteration 10Q: 3 clusters Score -3218807 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3219030.750000 Penalty: 4932.250488
	Iteration 11Q: 3 clusters Score -3219031 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3219220.250000 Penalty: 4932.250488
	Iteration 12Q: 3 clusters Score -3219220 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3219396.750000 Penalty: 4932.250488
	Iteration 13Q: 3 clusters Score -3219397 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3219569.500000 Penalty: 4932.250488
	Iteration 14Q: 3 clusters Score -3219570 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3219729.250000 Penalty: 4932.250488
	Iteration 15Q: 3 clusters Score -3219729 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3219846.750000 Penalty: 4932.250488
	Iteration 16Q: 3 clusters Score -3219847 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3220010.750000 Penalty: 4932.250488
	Iteration 17Q: 3 clusters Score -3220011 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3220128.250000 Penalty: 4932.250488
	Iteration 18Q: 3 clusters Score -3220128 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3220278.750000 Penalty: 4932.250488
	Iteration 19Q: 3 clusters Score -3220279 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3220413.750000 Penalty: 4932.250488
	Iteration 20F: 3 clusters Score -3220414 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3220557.000000 Penalty: 4932.250488
	Iteration 21Q: 3 clusters Score -3220557 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3220692.250000 Penalty: 4932.250488
	Iteration 22Q: 3 clusters Score -3220692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3220856.500000 Penalty: 4932.250488
	Iteration 23Q: 3 clusters Score -3220856 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3221013.750000 Penalty: 4932.250488
	Iteration 24Q: 3 clusters Score -3221014 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3221162.750000 Penalty: 4932.250488
	Iteration 25Q: 3 clusters Score -3221163 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3221287.750000 Penalty: 4932.250488
	Iteration 26Q: 3 clusters Score -3221288 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3221425.750000 Penalty: 4932.250488
	Iteration 27Q: 3 clusters Score -3221426 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3221598.500000 Penalty: 4932.250488
	Iteration 28Q: 3 clusters Score -3221598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3221766.500000 Penalty: 4932.250488
	Iteration 29Q: 3 clusters Score -3221766 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3221928.250000 Penalty: 4932.250488
	Iteration 30Q: 3 clusters Score -3221928 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3222065.500000 Penalty: 4932.250488
	Iteration 31Q: 3 clusters Score -3222066 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3222157.250000 Penalty: 4932.250488
	Iteration 32Q: 3 clusters Score -3222157 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3222265.750000 Penalty: 4932.250488
	Iteration 33Q: 3 clusters Score -3222266 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3222360.500000 Penalty: 4932.250488
	Iteration 34Q: 3 clusters Score -3222360 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3222441.500000 Penalty: 4932.250488
	Iteration 35Q: 3 clusters Score -3222442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3222509.750000 Penalty: 4932.250488
	Iteration 36Q: 3 clusters Score -3222510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3222554.250000 Penalty: 4932.250488
	Iteration 37Q: 3 clusters Score -3222554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3222591.000000 Penalty: 4932.250488
	Iteration 38Q: 3 clusters Score -3222591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3222608.250000 Penalty: 4932.250488
	Iteration 39Q: 3 clusters Score -3222608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3222622.500000 Penalty: 4932.250488
	Iteration 40F: 3 clusters Score -3222622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3222639.750000 Penalty: 4932.250488
	Iteration 41Q: 3 clusters Score -3222640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3222666.500000 Penalty: 4932.250488
	Iteration 42Q: 3 clusters Score -3222666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3222683.250000 Penalty: 4932.250488
	Iteration 43Q: 3 clusters Score -3222683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3222704.500000 Penalty: 4932.250488
	Iteration 44Q: 3 clusters Score -3222704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3222719.750000 Penalty: 4932.250488
	Iteration 45Q: 3 clusters Score -3222720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3222728.000000 Penalty: 4932.250488
	Iteration 46Q: 3 clusters Score -3222728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3222739.250000 Penalty: 4932.250488
	Iteration 47Q: 3 clusters Score -3222739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3222751.000000 Penalty: 4932.250488
	Iteration 48Q: 3 clusters Score -3222751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3222762.000000 Penalty: 4932.250488
	Iteration 49Q: 3 clusters Score -3222762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3222772.750000 Penalty: 4932.250488
	Iteration 50Q: 3 clusters Score -3222773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3222781.000000 Penalty: 4932.250488
	Iteration 51Q: 3 clusters Score -3222781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3222791.000000 Penalty: 4932.250488
	Iteration 52Q: 3 clusters Score -3222791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3222801.000000 Penalty: 4932.250488
	Iteration 53Q: 3 clusters Score -3222801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3222801.250000 Penalty: 4932.250488
	Iteration 54Q: 3 clusters Score -3222801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3222807.750000 Penalty: 4932.250488
	Iteration 55Q: 3 clusters Score -3222808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3222807.500000 Penalty: 4932.250488
	Iteration 56Q: 3 clusters Score -3222808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3222807.000000 Penalty: 4932.250488
	Iteration 57Q: 3 clusters Score -3222807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3222807.500000 Penalty: 4932.250488
	Iteration 58Q: 3 clusters Score -3222808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3222817.500000 Penalty: 4932.250488
	Iteration 59Q: 3 clusters Score -3222818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3222814.500000 Penalty: 4932.250488
	Iteration 60F: 3 clusters Score -3222814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3222819.000000 Penalty: 4932.250488
	Iteration 61Q: 3 clusters Score -3222819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3222819.500000 Penalty: 4932.250488
	Iteration 62Q: 3 clusters Score -3222820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3222819.750000 Penalty: 4932.250488
	Iteration 63Q: 3 clusters Score -3222820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3222824.750000 Penalty: 4932.250488
	Iteration 64Q: 3 clusters Score -3222825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3222826.750000 Penalty: 4932.250488
	Iteration 65Q: 3 clusters Score -3222827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3222823.750000 Penalty: 4932.250488
	Iteration 66Q: 3 clusters Score -3222824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3222823.750000 Penalty: 4932.250488
	Iteration 67F: 3 clusters Score -3222824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -181947.156250 Penalty: 1771.225098
	Iteration 0F: 2 clusters Score -181947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179837.343750 Penalty: 3542.450195
	Iteration 0F: 3 clusters Score -179837.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180181.312500 Penalty: 3542.450195
	Iteration 1F: 3 clusters Score -180181.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -180287.218750 Penalty: 3542.450195
	Iteration 2F: 3 clusters Score -180287.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -180346.546875 Penalty: 3542.450195
	Iteration 3Q: 3 clusters Score -180346.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180417.203125 Penalty: 3542.450195
	Iteration 4Q: 3 clusters Score -180417.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180492.109375 Penalty: 3542.450195
	Iteration 5Q: 3 clusters Score -180492.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -180578.546875 Penalty: 3542.450195
	Iteration 6Q: 3 clusters Score -180578.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -180655.750000 Penalty: 3542.450195
	Iteration 7Q: 3 clusters Score -180655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180700.921875 Penalty: 3542.450195
	Iteration 8Q: 3 clusters Score -180700.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -180731.187500 Penalty: 3542.450195
	Iteration 9Q: 3 clusters Score -180731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -180748.375000 Penalty: 3542.450195
	Iteration 10Q: 3 clusters Score -180748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180761.609375 Penalty: 3542.450195
	Iteration 11Q: 3 clusters Score -180761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180775.953125 Penalty: 3542.450195
	Iteration 12Q: 3 clusters Score -180776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180792.062500 Penalty: 3542.450195
	Iteration 13Q: 3 clusters Score -180792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180797.906250 Penalty: 3542.450195
	Iteration 14Q: 3 clusters Score -180797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180801.203125 Penalty: 3542.450195
	Iteration 15Q: 3 clusters Score -180801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180803.109375 Penalty: 3542.450195
	Iteration 16Q: 3 clusters Score -180803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180803.109375 Penalty: 3542.450195
	Iteration 17F: 3 clusters Score -180803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101753.953125 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101754 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102136.382812 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102136.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102364.140625 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102364.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102534.796875 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102534.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102605.453125 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102659.085938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102659.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102704.109375 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102778.054688 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -102778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102828.351562 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -102828.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -102957.265625 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -102957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103034.765625 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -103034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103046.187500 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -103046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103051.859375 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -103051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103062.703125 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -103062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103062.703125 Penalty: 3306.179199
	Iteration 14F: 3 clusters Score -103062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -89642.937500 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -89642.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88001.687500 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -88001.69 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88364.539062 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -88364.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -88548.500000 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -88548.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88677.414062 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -88677.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88912.265625 Penalty: 3236.414795
	Iteration 4F: 3 clusters Score -88912.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89009.320312 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -89009.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89052.453125 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -89052.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89121.234375 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -89121.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89175.609375 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -89175.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89208.437500 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -89208.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89218.484375 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -89218.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89237.328125 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -89237.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89255.101562 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -89255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -89258.929688 Penalty: 3236.414795
	Iteration 13Q: 3 clusters Score -89258.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89261.312500 Penalty: 3236.414795
	Iteration 14Q: 3 clusters Score -89261.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89261.312500 Penalty: 3236.414795
	Iteration 15F: 3 clusters Score -89261.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 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 69 members 
Entering Unmasked Estep 
Score: -13763.986328 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13763.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13867.045898 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13867.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13908.687500 Penalty: 2447.499023
	Iteration 2F: 3 clusters Score -13908.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13971.268555 Penalty: 2447.499023
	Iteration 3F: 3 clusters Score -13971.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13996.950195 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -13996.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13996.950195 Penalty: 2447.499023
	Iteration 5F: 3 clusters Score -13996.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (145912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Entering Unmasked Estep 
Score: -22486104.000000 Penalty: 2948.908203
	Iteration 0F: 2 clusters Score -2.24861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -22404768.000000 Penalty: 5897.816406
	Iteration 0F: 3 clusters Score -2.240477e+07 nChanged 69492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -22444624.000000 Penalty: 5897.816406
	Iteration 1F: 3 clusters Score -2.244462e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -22446102.000000 Penalty: 5897.816406
	Iteration 2Q: 3 clusters Score -2.24461e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -22448168.000000 Penalty: 5897.816406
	Iteration 3Q: 3 clusters Score -2.244817e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -22451816.000000 Penalty: 5897.816406
	Iteration 4Q: 3 clusters Score -2.245182e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -22457702.000000 Penalty: 5897.816406
	Iteration 5F: 3 clusters Score -2.24577e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -22465660.000000 Penalty: 5897.816406
	Iteration 6F: 3 clusters Score -2.246566e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -22472888.000000 Penalty: 5897.816406
	Iteration 7F: 3 clusters Score -2.247289e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123755 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -22478124.000000 Penalty: 5897.816406
	Iteration 8F: 3 clusters Score -2.247812e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -22481222.000000 Penalty: 5897.816406
	Iteration 9Q: 3 clusters Score -2.248122e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134336 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -22482982.000000 Penalty: 5897.816406
	Iteration 10Q: 3 clusters Score -2.248298e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137256 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -22483662.000000 Penalty: 5897.816406
	Iteration 11Q: 3 clusters Score -2.248366e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -22483994.000000 Penalty: 5897.816406
	Iteration 12Q: 3 clusters Score -2.248399e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140832 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -22483944.000000 Penalty: 5897.816406
	Iteration 13Q: 3 clusters Score -2.248394e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22484058.000000 Penalty: 5897.816406
	Iteration 14Q: 3 clusters Score -2.248406e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142668 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22484152.000000 Penalty: 5897.816406
	Iteration 15Q: 3 clusters Score -2.248415e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -22484082.000000 Penalty: 5897.816406
	Iteration 16Q: 3 clusters Score -2.248408e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22484114.000000 Penalty: 5897.816406
	Iteration 17Q: 3 clusters Score -2.248411e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143750 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -22484220.000000 Penalty: 5897.816406
	Iteration 18Q: 3 clusters Score -2.248422e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22484198.000000 Penalty: 5897.816406
	Iteration 19Q: 3 clusters Score -2.24842e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144007 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -22484156.000000 Penalty: 5897.816406
	Iteration 20F: 3 clusters Score -2.248416e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144088 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22484122.000000 Penalty: 5897.816406
	Iteration 21Q: 3 clusters Score -2.248412e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22484128.000000 Penalty: 5897.816406
	Iteration 22Q: 3 clusters Score -2.248413e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144225 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -22484108.000000 Penalty: 5897.816406
	Iteration 23Q: 3 clusters Score -2.248411e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144270 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22484150.000000 Penalty: 5897.816406
	Iteration 24Q: 3 clusters Score -2.248415e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22484176.000000 Penalty: 5897.816406
	Iteration 25Q: 3 clusters Score -2.248418e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -22484194.000000 Penalty: 5897.816406
	Iteration 26Q: 3 clusters Score -2.248419e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144363 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -22484196.000000 Penalty: 5897.816406
	Iteration 27Q: 3 clusters Score -2.24842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144381 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22484230.000000 Penalty: 5897.816406
	Iteration 28Q: 3 clusters Score -2.248423e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22484254.000000 Penalty: 5897.816406
	Iteration 29Q: 3 clusters Score -2.248425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144401 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22484290.000000 Penalty: 5897.816406
	Iteration 30Q: 3 clusters Score -2.248429e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144415 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -22484264.000000 Penalty: 5897.816406
	Iteration 31Q: 3 clusters Score -2.248426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144431 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22484264.000000 Penalty: 5897.816406
	Iteration 32Q: 3 clusters Score -2.248426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22484234.000000 Penalty: 5897.816406
	Iteration 33Q: 3 clusters Score -2.248423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22484236.000000 Penalty: 5897.816406
	Iteration 34Q: 3 clusters Score -2.248424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22484242.000000 Penalty: 5897.816406
	Iteration 35Q: 3 clusters Score -2.248424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22484242.000000 Penalty: 5897.816406
	Iteration 36Q: 3 clusters Score -2.248424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144473 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22484238.000000 Penalty: 5897.816406
	Iteration 37Q: 3 clusters Score -2.248424e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144477 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22484242.000000 Penalty: 5897.816406
	Iteration 38Q: 3 clusters Score -2.248424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22484232.000000 Penalty: 5897.816406
	Iteration 39Q: 3 clusters Score -2.248423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144484 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22484242.000000 Penalty: 5897.816406
	Iteration 40F: 3 clusters Score -2.248424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22484242.000000 Penalty: 5897.816406
	Iteration 41Q: 3 clusters Score -2.248424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22484252.000000 Penalty: 5897.816406
	Iteration 42Q: 3 clusters Score -2.248425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22484250.000000 Penalty: 5897.816406
	Iteration 43Q: 3 clusters Score -2.248425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22484248.000000 Penalty: 5897.816406
	Iteration 44Q: 3 clusters Score -2.248425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144490 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22484258.000000 Penalty: 5897.816406
	Iteration 45Q: 3 clusters Score -2.248426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144489 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22484248.000000 Penalty: 5897.816406
	Iteration 46Q: 3 clusters Score -2.248425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22484258.000000 Penalty: 5897.816406
	Iteration 47Q: 3 clusters Score -2.248426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22484252.000000 Penalty: 5897.816406
	Iteration 48Q: 3 clusters Score -2.248425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144485 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22484252.000000 Penalty: 5897.816406
	Iteration 49F: 3 clusters Score -2.248425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -84557.390625 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -84557.39 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 298 members 
Entering Unmasked Estep 
Score: -82985.859375 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -82985.86 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83267.898438 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -83267.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83362.210938 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -83362.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83412.601562 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -83412.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83458.031250 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -83458.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83502.414062 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -83502.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83550.429688 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -83550.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83628.656250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -83628.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83734.164062 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -83734.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83910.484375 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -83910.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83994.445312 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -83994.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84042.765625 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -84042.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84084.312500 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -84084.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84110.195312 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -84110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84131.164062 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -84131.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84163.492188 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -84163.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84254.359375 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -84254.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84362.554688 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -84362.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84382.414062 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -84382.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84388.265625 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -84388.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84393.500000 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -84393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84411.601562 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -84411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84447.929688 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -84447.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84461.656250 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -84461.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84474.367188 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -84474.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84491.109375 Penalty: 3180.261963
	Iteration 25Q: 3 clusters Score -84491.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84512.664062 Penalty: 3180.261963
	Iteration 26Q: 3 clusters Score -84512.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84582.257812 Penalty: 3180.261963
	Iteration 27Q: 3 clusters Score -84582.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84609.039062 Penalty: 3180.261963
	Iteration 28Q: 3 clusters Score -84609.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84624.523438 Penalty: 3180.261963
	Iteration 29Q: 3 clusters Score -84624.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84648.507812 Penalty: 3180.261963
	Iteration 30Q: 3 clusters Score -84648.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84684.984375 Penalty: 3180.261963
	Iteration 31Q: 3 clusters Score -84684.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84718.765625 Penalty: 3180.261963
	Iteration 32Q: 3 clusters Score -84718.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84718.765625 Penalty: 3180.261963
	Iteration 33F: 3 clusters Score -84718.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 149326 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38323 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42796 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 20828 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145912 members 
Mstep: Class 38 contains 325 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59200 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 284 members 
Entering Unmasked Estep 
Score: -104158872.000000 Penalty: 146824.781250
Splitting cluster 38 changes total score from -104160792.000000 to -104158872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -77801.359375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -77801.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76235.531250 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -76235.53 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76677.515625 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -76677.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76889.664062 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -76889.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76979.906250 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -76979.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77025.406250 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77025.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -77041.296875 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77041.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77054.960938 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77054.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77066.335938 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77066.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77071.585938 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77071.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77073.789062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77073.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77073.789062 Penalty: 3246.493408
	Iteration 10F: 3 clusters Score -77073.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -180318.187500 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -180318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178167.937500 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -178167.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -178485.062500 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -178485.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178597.890625 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -178597.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178668.609375 Penalty: 3534.937744
	Iteration 3Q: 3 clusters Score -178668.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -178725.390625 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -178725.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178768.515625 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -178768.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178820.437500 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -178820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -178867.406250 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -178867.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178914.156250 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -178914.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -178997.515625 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -178997.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179075.656250 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -179075.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179179.531250 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -179179.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179284.312500 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -179284.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179397.171875 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -179397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179532.625000 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -179532.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179634.828125 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -179634.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179703.359375 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -179703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179749.171875 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -179749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -179773.000000 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -179773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -179789.578125 Penalty: 3534.937744
	Iteration 19Q: 3 clusters Score -179789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -179795.515625 Penalty: 3534.937744
	Iteration 20F: 3 clusters Score -179795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179800.328125 Penalty: 3534.937744
	Iteration 21Q: 3 clusters Score -179800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179801.921875 Penalty: 3534.937744
	Iteration 22Q: 3 clusters Score -179801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179803.109375 Penalty: 3534.937744
	Iteration 23Q: 3 clusters Score -179803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -179803.109375 Penalty: 3534.937744
	Iteration 24F: 3 clusters Score -179803.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19674.658203 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19674.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19838.644531 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19838.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19903.031250 Penalty: 2583.905029
	Iteration 2F: 3 clusters Score -19903.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19916.076172 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19916.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19916.076172 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -19916.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (59200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Entering Unmasked Estep 
Score: -9157400.000000 Penalty: 2725.191895
	Iteration 0F: 2 clusters Score -9157400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -9117859.000000 Penalty: 5450.383789
	Iteration 0F: 3 clusters Score -9117859 nChanged 27345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -9133342.000000 Penalty: 5450.383789
	Iteration 1F: 3 clusters Score -9133342 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -9134216.000000 Penalty: 5450.383789
	Iteration 2Q: 3 clusters Score -9134216 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -9135304.000000 Penalty: 5450.383789
	Iteration 3Q: 3 clusters Score -9135304 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -9136665.000000 Penalty: 5450.383789
	Iteration 4Q: 3 clusters Score -9136665 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -9138336.000000 Penalty: 5450.383789
	Iteration 5F: 3 clusters Score -9138336 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -9140406.000000 Penalty: 5450.383789
	Iteration 6F: 3 clusters Score -9140406 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -9142795.000000 Penalty: 5450.383789
	Iteration 7F: 3 clusters Score -9142795 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -9145274.000000 Penalty: 5450.383789
	Iteration 8F: 3 clusters Score -9145274 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -9147543.000000 Penalty: 5450.383789
	Iteration 9Q: 3 clusters Score -9147543 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -9149179.000000 Penalty: 5450.383789
	Iteration 10Q: 3 clusters Score -9149179 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -9150252.000000 Penalty: 5450.383789
	Iteration 11Q: 3 clusters Score -9150252 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -9150935.000000 Penalty: 5450.383789
	Iteration 12Q: 3 clusters Score -9150935 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9151465.000000 Penalty: 5450.383789
	Iteration 13Q: 3 clusters Score -9151465 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -9151839.000000 Penalty: 5450.383789
	Iteration 14Q: 3 clusters Score -9151839 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9152169.000000 Penalty: 5450.383789
	Iteration 15Q: 3 clusters Score -9152169 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -9152470.000000 Penalty: 5450.383789
	Iteration 16Q: 3 clusters Score -9152470 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -9152756.000000 Penalty: 5450.383789
	Iteration 17Q: 3 clusters Score -9152756 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -9153043.000000 Penalty: 5450.383789
	Iteration 18Q: 3 clusters Score -9153043 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -9153289.000000 Penalty: 5450.383789
	Iteration 19Q: 3 clusters Score -9153289 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -9153523.000000 Penalty: 5450.383789
	Iteration 20F: 3 clusters Score -9153523 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -9153682.000000 Penalty: 5450.383789
	Iteration 21Q: 3 clusters Score -9153682 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -9153860.000000 Penalty: 5450.383789
	Iteration 22Q: 3 clusters Score -9153860 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -9153993.000000 Penalty: 5450.383789
	Iteration 23Q: 3 clusters Score -9153993 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -9154106.000000 Penalty: 5450.383789
	Iteration 24Q: 3 clusters Score -9154106 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -9154245.000000 Penalty: 5450.383789
	Iteration 25Q: 3 clusters Score -9154245 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -9154355.000000 Penalty: 5450.383789
	Iteration 26Q: 3 clusters Score -9154355 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -9154501.000000 Penalty: 5450.383789
	Iteration 27Q: 3 clusters Score -9154501 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -9154602.000000 Penalty: 5450.383789
	Iteration 28Q: 3 clusters Score -9154602 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -9154658.000000 Penalty: 5450.383789
	Iteration 29Q: 3 clusters Score -9154658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -9154698.000000 Penalty: 5450.383789
	Iteration 30Q: 3 clusters Score -9154698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -9154768.000000 Penalty: 5450.383789
	Iteration 31Q: 3 clusters Score -9154768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -9154803.000000 Penalty: 5450.383789
	Iteration 32Q: 3 clusters Score -9154803 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -9154878.000000 Penalty: 5450.383789
	Iteration 33Q: 3 clusters Score -9154878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 57588 members 
Entering Unmasked Estep 
Score: -9154911.000000 Penalty: 5450.383789
	Iteration 34Q: 3 clusters Score -9154911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -9154932.000000 Penalty: 5450.383789
	Iteration 35Q: 3 clusters Score -9154932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -9154944.000000 Penalty: 5450.383789
	Iteration 36Q: 3 clusters Score -9154944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -9154986.000000 Penalty: 5450.383789
	Iteration 37Q: 3 clusters Score -9154986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -9154995.000000 Penalty: 5450.383789
	Iteration 38Q: 3 clusters Score -9154995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -9155009.000000 Penalty: 5450.383789
	Iteration 39Q: 3 clusters Score -9155009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -9155020.000000 Penalty: 5450.383789
	Iteration 40F: 3 clusters Score -9155020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -9155051.000000 Penalty: 5450.383789
	Iteration 41Q: 3 clusters Score -9155051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -9155058.000000 Penalty: 5450.383789
	Iteration 42Q: 3 clusters Score -9155058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -9155073.000000 Penalty: 5450.383789
	Iteration 43Q: 3 clusters Score -9155073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -9155091.000000 Penalty: 5450.383789
	Iteration 44Q: 3 clusters Score -9155091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -9155102.000000 Penalty: 5450.383789
	Iteration 45Q: 3 clusters Score -9155102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -9155101.000000 Penalty: 5450.383789
	Iteration 46Q: 3 clusters Score -9155101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -9155106.000000 Penalty: 5450.383789
	Iteration 47Q: 3 clusters Score -9155106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -9155110.000000 Penalty: 5450.383789
	Iteration 48Q: 3 clusters Score -9155110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -9155110.000000 Penalty: 5450.383789
	Iteration 49Q: 3 clusters Score -9155110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -9155117.000000 Penalty: 5450.383789
	Iteration 50Q: 3 clusters Score -9155117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -9155122.000000 Penalty: 5450.383789
	Iteration 51Q: 3 clusters Score -9155122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -9155130.000000 Penalty: 5450.383789
	Iteration 52Q: 3 clusters Score -9155130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -9155134.000000 Penalty: 5450.383789
	Iteration 53Q: 3 clusters Score -9155134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -9155155.000000 Penalty: 5450.383789
	Iteration 54Q: 3 clusters Score -9155155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -9155163.000000 Penalty: 5450.383789
	Iteration 55Q: 3 clusters Score -9155163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -9155165.000000 Penalty: 5450.383789
	Iteration 56Q: 3 clusters Score -9155165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -9155161.000000 Penalty: 5450.383789
	Iteration 57Q: 3 clusters Score -9155161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -9155170.000000 Penalty: 5450.383789
	Iteration 58Q: 3 clusters Score -9155170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -9155163.000000 Penalty: 5450.383789
	Iteration 59Q: 3 clusters Score -9155163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -9155172.000000 Penalty: 5450.383789
	Iteration 60F: 3 clusters Score -9155172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -9155177.000000 Penalty: 5450.383789
	Iteration 61Q: 3 clusters Score -9155177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -9155185.000000 Penalty: 5450.383789
	Iteration 62Q: 3 clusters Score -9155185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -9155190.000000 Penalty: 5450.383789
	Iteration 63Q: 3 clusters Score -9155190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -9155192.000000 Penalty: 5450.383789
	Iteration 64Q: 3 clusters Score -9155192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -9155204.000000 Penalty: 5450.383789
	Iteration 65Q: 3 clusters Score -9155204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -9155200.000000 Penalty: 5450.383789
	Iteration 66Q: 3 clusters Score -9155200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -9155203.000000 Penalty: 5450.383789
	Iteration 67Q: 3 clusters Score -9155203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -9155212.000000 Penalty: 5450.383789
	Iteration 68Q: 3 clusters Score -9155212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -9155216.000000 Penalty: 5450.383789
	Iteration 69Q: 3 clusters Score -9155216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -9155211.000000 Penalty: 5450.383789
	Iteration 70Q: 3 clusters Score -9155211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -9155214.000000 Penalty: 5450.383789
	Iteration 71Q: 3 clusters Score -9155214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -9155218.000000 Penalty: 5450.383789
	Iteration 72Q: 3 clusters Score -9155218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -9155218.000000 Penalty: 5450.383789
	Iteration 73F: 3 clusters Score -9155218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 30 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 246.652283 Penalty: 0.000000
	Iteration 0F: 1 clusters Score 246.6523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Entering Unmasked Estep 
Score: 0.000000 Penalty: 0.000000
	Iteration 1F: 1 clusters Score 0 nChanged 0
Split failed - leaving alone
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 149326 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26171 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38323 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42796 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14240 members 
Mstep: Class 32 contains 20828 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145912 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59200 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160456.000000 Penalty: 143487.859375
Iteration 199Q: 44 clusters Score -1.041605e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 149622 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26172 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 38316 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42760 members 
Mstep: Class 26 contains 18424 members 
Mstep: Class 27 contains 11018 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14250 members 
Mstep: Class 32 contains 20686 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145900 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59065 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160224.000000 Penalty: 143487.859375
Iteration 200F: 44 clusters Score -1.041602e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 149926 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 30795 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 26167 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 6124 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22651 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 38309 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42734 members 
Mstep: Class 26 contains 18433 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14259 members 
Mstep: Class 32 contains 20552 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145845 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58952 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159896.000000 Penalty: 143487.859375
Iteration 201Q: 44 clusters Score -1.041599e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 150209 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 30795 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 26162 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 6126 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22653 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 38307 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42698 members 
Mstep: Class 26 contains 18438 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14267 members 
Mstep: Class 32 contains 20434 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145782 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58868 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159544.000000 Penalty: 143487.859375
Iteration 202Q: 44 clusters Score -1.041595e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 150489 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 30794 members 
Mstep: Class 5 contains 3387 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22656 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 38307 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42682 members 
Mstep: Class 26 contains 18434 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14275 members 
Mstep: Class 32 contains 20295 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145672 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58823 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159424.000000 Penalty: 143487.859375
Iteration 203Q: 44 clusters Score -1.041594e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 150775 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 30793 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38307 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 42653 members 
Mstep: Class 26 contains 18423 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14277 members 
Mstep: Class 32 contains 20151 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145603 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58782 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159032.000000 Penalty: 143487.859375
Iteration 204Q: 44 clusters Score -1.04159e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 151070 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 30793 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26165 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22659 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 38310 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 42624 members 
Mstep: Class 26 contains 18414 members 
Mstep: Class 27 contains 11025 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14284 members 
Mstep: Class 32 contains 20011 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145499 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58732 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158680.000000 Penalty: 143487.859375
Iteration 205Q: 44 clusters Score -1.041587e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 151367 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 30792 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26177 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22658 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 38312 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 42612 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14292 members 
Mstep: Class 32 contains 19873 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145338 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58719 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158440.000000 Penalty: 143487.859375
Iteration 206Q: 44 clusters Score -1.041584e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 151660 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 30791 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 26186 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 38309 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 42599 members 
Mstep: Class 26 contains 18409 members 
Mstep: Class 27 contains 11037 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14293 members 
Mstep: Class 32 contains 19724 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 145134 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58778 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158336.000000 Penalty: 143487.859375
Iteration 207Q: 44 clusters Score -1.041583e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 152002 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 26193 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15194 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 38308 members 
Mstep: Class 24 contains 4241 members 
Mstep: Class 25 contains 42574 members 
Mstep: Class 26 contains 18394 members 
Mstep: Class 27 contains 11035 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14292 members 
Mstep: Class 32 contains 19588 members 
Mstep: Class 33 contains 1264 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 144895 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58843 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158224.000000 Penalty: 143487.859375
Iteration 208Q: 44 clusters Score -1.041582e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 152364 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22662 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 38312 members 
Mstep: Class 24 contains 4238 members 
Mstep: Class 25 contains 42555 members 
Mstep: Class 26 contains 18385 members 
Mstep: Class 27 contains 11033 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14296 members 
Mstep: Class 32 contains 19432 members 
Mstep: Class 33 contains 1265 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 144605 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 58938 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157872.000000 Penalty: 143487.859375
Iteration 209Q: 44 clusters Score -1.041579e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 152732 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 26205 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22666 members 
Mstep: Class 14 contains 4229 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38309 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 42549 members 
Mstep: Class 26 contains 18381 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14299 members 
Mstep: Class 32 contains 19251 members 
Mstep: Class 33 contains 1266 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 144292 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59063 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157536.000000 Penalty: 143487.859375
Iteration 210Q: 44 clusters Score -1.041575e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 153104 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 26206 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 38310 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 42520 members 
Mstep: Class 26 contains 18385 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14298 members 
Mstep: Class 32 contains 19100 members 
Mstep: Class 33 contains 1268 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 143895 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59252 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157576.000000 Penalty: 143487.859375
Iteration 211Q: 44 clusters Score -1.041576e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 153557 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 26211 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22673 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 38303 members 
Mstep: Class 24 contains 4243 members 
Mstep: Class 25 contains 42475 members 
Mstep: Class 26 contains 18370 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 2197 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14298 members 
Mstep: Class 32 contains 18950 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 143456 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59460 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157368.000000 Penalty: 143487.859375
Iteration 212Q: 44 clusters Score -1.041574e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 153979 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 26222 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 38300 members 
Mstep: Class 24 contains 4244 members 
Mstep: Class 25 contains 42441 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14299 members 
Mstep: Class 32 contains 18816 members 
Mstep: Class 33 contains 1271 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 142972 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59721 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157080.000000 Penalty: 143487.859375
Iteration 213Q: 44 clusters Score -1.041571e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 154397 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 30788 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 26227 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 38297 members 
Mstep: Class 24 contains 4248 members 
Mstep: Class 25 contains 42421 members 
Mstep: Class 26 contains 18327 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14303 members 
Mstep: Class 32 contains 18671 members 
Mstep: Class 33 contains 1273 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 142447 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 59988 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156808.000000 Penalty: 143487.859375
Iteration 214Q: 44 clusters Score -1.041568e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 154851 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 30788 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 26226 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22678 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 38300 members 
Mstep: Class 24 contains 4252 members 
Mstep: Class 25 contains 42403 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14302 members 
Mstep: Class 32 contains 18542 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 141900 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 60259 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156488.000000 Penalty: 143487.859375
Iteration 215Q: 44 clusters Score -1.041565e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 155296 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 30788 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 26229 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22682 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 38298 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 42388 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14304 members 
Mstep: Class 32 contains 18414 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 141261 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 60639 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156144.000000 Penalty: 143487.859375
Iteration 216Q: 44 clusters Score -1.041561e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 155806 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3200 members 
Mstep: Class 7 contains 26233 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 6154 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22682 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 38302 members 
Mstep: Class 24 contains 4257 members 
Mstep: Class 25 contains 42361 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14310 members 
Mstep: Class 32 contains 18294 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 140559 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 61015 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155752.000000 Penalty: 143487.859375
Iteration 217Q: 44 clusters Score -1.041558e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 156354 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 30790 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 26225 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22676 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 38304 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 42324 members 
Mstep: Class 26 contains 18181 members 
Mstep: Class 27 contains 10986 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14317 members 
Mstep: Class 32 contains 18160 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 139788 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1243 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 61472 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155400.000000 Penalty: 143487.859375
Iteration 218Q: 44 clusters Score -1.041554e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 156876 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 26230 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 38302 members 
Mstep: Class 24 contains 4262 members 
Mstep: Class 25 contains 42323 members 
Mstep: Class 26 contains 18131 members 
Mstep: Class 27 contains 10971 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14320 members 
Mstep: Class 32 contains 18052 members 
Mstep: Class 33 contains 1277 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 682 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 138979 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1245 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 61944 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155272.000000 Penalty: 143487.859375
Iteration 219Q: 44 clusters Score -1.041553e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 157414 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 30789 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3203 members 
Mstep: Class 7 contains 26243 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22670 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 38298 members 
Mstep: Class 24 contains 4265 members 
Mstep: Class 25 contains 42322 members 
Mstep: Class 26 contains 18077 members 
Mstep: Class 27 contains 10961 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14321 members 
Mstep: Class 32 contains 17924 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 681 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 138054 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 62521 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155320.000000 Penalty: 143487.859375
Iteration 220F: 44 clusters Score -1.041553e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 157938 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 30788 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 26251 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22672 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 15848 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 38293 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 42318 members 
Mstep: Class 26 contains 18010 members 
Mstep: Class 27 contains 10947 members 
Mstep: Class 28 contains 2198 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14325 members 
Mstep: Class 32 contains 17779 members 
Mstep: Class 33 contains 1274 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 137102 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1251 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 63205 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154776.000000 Penalty: 143487.859375
Iteration 221Q: 44 clusters Score -1.041548e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 158462 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 30788 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 26263 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 2857 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22678 members 
Mstep: Class 14 contains 4233 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 38288 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 42297 members 
Mstep: Class 26 contains 17924 members 
Mstep: Class 27 contains 10935 members 
Mstep: Class 28 contains 2199 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14331 members 
Mstep: Class 32 contains 17644 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 677 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 136098 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1253 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 63935 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154888.000000 Penalty: 143487.859375
Iteration 222Q: 44 clusters Score -1.041549e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 158946 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 30786 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 26279 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2731 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22674 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 15841 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 38282 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 42282 members 
Mstep: Class 26 contains 17847 members 
Mstep: Class 27 contains 10922 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14338 members 
Mstep: Class 32 contains 17468 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 135046 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1250 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 64803 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155048.000000 Penalty: 143487.859375
Iteration 223Q: 44 clusters Score -1.04155e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 159420 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 30786 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 26295 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 6147 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22673 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 38271 members 
Mstep: Class 24 contains 4276 members 
Mstep: Class 25 contains 42267 members 
Mstep: Class 26 contains 17761 members 
Mstep: Class 27 contains 10915 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14343 members 
Mstep: Class 32 contains 17302 members 
Mstep: Class 33 contains 1282 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 133922 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1249 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 65754 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154800.000000 Penalty: 143487.859375
Iteration 224Q: 44 clusters Score -1.041548e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 159805 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 30786 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 26312 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 2821 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22674 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 15840 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 38262 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 42244 members 
Mstep: Class 26 contains 17678 members 
Mstep: Class 27 contains 10903 members 
Mstep: Class 28 contains 2200 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14346 members 
Mstep: Class 32 contains 17121 members 
Mstep: Class 33 contains 1285 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 132804 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 66800 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154840.000000 Penalty: 143487.859375
Iteration 225Q: 44 clusters Score -1.041548e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 160094 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 30786 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 26321 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 2809 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 38250 members 
Mstep: Class 24 contains 4280 members 
Mstep: Class 25 contains 42214 members 
Mstep: Class 26 contains 17611 members 
Mstep: Class 27 contains 10888 members 
Mstep: Class 28 contains 2202 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14354 members 
Mstep: Class 32 contains 16951 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 131630 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 67969 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154680.000000 Penalty: 143487.859375
Iteration 226Q: 44 clusters Score -1.041547e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 160326 members 
Mstep: Class 3 contains 4914 members 
Mstep: Class 4 contains 30783 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 26338 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 6123 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22671 members 
Mstep: Class 14 contains 4235 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 38238 members 
Mstep: Class 24 contains 4281 members 
Mstep: Class 25 contains 42205 members 
Mstep: Class 26 contains 17548 members 
Mstep: Class 27 contains 10871 members 
Mstep: Class 28 contains 2203 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14361 members 
Mstep: Class 32 contains 16787 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 130367 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 69254 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154600.000000 Penalty: 143487.859375
Iteration 227Q: 44 clusters Score -1.041546e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 160433 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 30782 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 26358 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22666 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 42211 members 
Mstep: Class 26 contains 17470 members 
Mstep: Class 27 contains 10860 members 
Mstep: Class 28 contains 2204 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 16659 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 129077 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 70683 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154256.000000 Penalty: 143487.859375
Iteration 228Q: 44 clusters Score -1.041543e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 160462 members 
Mstep: Class 3 contains 4878 members 
Mstep: Class 4 contains 30782 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 26367 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22666 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 38225 members 
Mstep: Class 24 contains 4284 members 
Mstep: Class 25 contains 42213 members 
Mstep: Class 26 contains 17413 members 
Mstep: Class 27 contains 10856 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 16531 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 127881 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 72074 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154544.000000 Penalty: 143487.859375
Iteration 229Q: 44 clusters Score -1.041545e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 160519 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 30781 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 26378 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22670 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 38221 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 42210 members 
Mstep: Class 26 contains 17344 members 
Mstep: Class 27 contains 10835 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14364 members 
Mstep: Class 32 contains 16405 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 126634 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 73520 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154568.000000 Penalty: 143487.859375
Iteration 230Q: 44 clusters Score -1.041546e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 160446 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 26392 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 2715 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22665 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 38218 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 42207 members 
Mstep: Class 26 contains 17282 members 
Mstep: Class 27 contains 10822 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14364 members 
Mstep: Class 32 contains 16287 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 125348 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 75116 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155056.000000 Penalty: 143487.859375
Iteration 231Q: 44 clusters Score -1.041551e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 160309 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 26389 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 2700 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22663 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 38211 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 42198 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 10792 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3147 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14369 members 
Mstep: Class 32 contains 16176 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 124062 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 76807 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155312.000000 Penalty: 143487.859375
Iteration 232Q: 44 clusters Score -1.041553e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 159972 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 26387 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2706 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 2687 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22649 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 38195 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 42204 members 
Mstep: Class 26 contains 17196 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 16066 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 122825 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 78597 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155928.000000 Penalty: 143487.859375
Iteration 233Q: 44 clusters Score -1.041559e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 159489 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 26388 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22637 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 38186 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 42195 members 
Mstep: Class 26 contains 17156 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3149 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 32 contains 15974 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 121642 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 80476 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156312.000000 Penalty: 143487.859375
Iteration 234Q: 44 clusters Score -1.041563e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 158916 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 2666 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 38188 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 42194 members 
Mstep: Class 26 contains 17141 members 
Mstep: Class 27 contains 10728 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 32 contains 15892 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 120449 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 82432 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156944.000000 Penalty: 143487.859375
Iteration 235Q: 44 clusters Score -1.041569e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 158226 members 
Mstep: Class 3 contains 4737 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 26390 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 6018 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 38181 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 42170 members 
Mstep: Class 26 contains 17114 members 
Mstep: Class 27 contains 10705 members 
Mstep: Class 28 contains 2207 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14384 members 
Mstep: Class 32 contains 15807 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119193 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 84582 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157344.000000 Penalty: 143487.859375
Iteration 236Q: 44 clusters Score -1.041573e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 157415 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 26404 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 38168 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 42141 members 
Mstep: Class 26 contains 17085 members 
Mstep: Class 27 contains 10691 members 
Mstep: Class 28 contains 2209 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 32 contains 15733 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117975 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 86808 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158128.000000 Penalty: 143487.859375
Iteration 237Q: 44 clusters Score -1.041581e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 156428 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 26393 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22612 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 38161 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 42113 members 
Mstep: Class 26 contains 17086 members 
Mstep: Class 27 contains 10673 members 
Mstep: Class 28 contains 2210 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 32 contains 15659 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116785 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 89175 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158888.000000 Penalty: 143487.859375
Iteration 238Q: 44 clusters Score -1.041589e+08 nChanged 4216
Entering ConstructFrom: 
Score: -104158888.000000 Penalty: 143487.859375
Entering ConstructFrom: 
Trying to split cluster 1 (16476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Entering Unmasked Estep 
Score: -2315264.750000 Penalty: 2407.995850
	Iteration 0F: 2 clusters Score -2315265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2303461.000000 Penalty: 4815.991699
	Iteration 0F: 3 clusters Score -2303461 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2307421.500000 Penalty: 4815.991699
	Iteration 1F: 3 clusters Score -2307422 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2308032.250000 Penalty: 4815.991699
	Iteration 2F: 3 clusters Score -2308032 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2308623.750000 Penalty: 4815.991699
	Iteration 3F: 3 clusters Score -2308624 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2309265.250000 Penalty: 4815.991699
	Iteration 4F: 3 clusters Score -2309265 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2310006.000000 Penalty: 4815.991699
	Iteration 5F: 3 clusters Score -2310006 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2310692.750000 Penalty: 4815.991699
	Iteration 6F: 3 clusters Score -2310693 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2311314.750000 Penalty: 4815.991699
	Iteration 7F: 3 clusters Score -2311315 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2311813.000000 Penalty: 4815.991699
	Iteration 8Q: 3 clusters Score -2311813 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2312176.000000 Penalty: 4815.991699
	Iteration 9Q: 3 clusters Score -2312176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2312459.500000 Penalty: 4815.991699
	Iteration 10Q: 3 clusters Score -2312460 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2312718.250000 Penalty: 4815.991699
	Iteration 11Q: 3 clusters Score -2312718 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2312914.500000 Penalty: 4815.991699
	Iteration 12Q: 3 clusters Score -2312914 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2313097.000000 Penalty: 4815.991699
	Iteration 13Q: 3 clusters Score -2313097 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2313288.500000 Penalty: 4815.991699
	Iteration 14Q: 3 clusters Score -2313288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2313450.250000 Penalty: 4815.991699
	Iteration 15Q: 3 clusters Score -2313450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2313585.750000 Penalty: 4815.991699
	Iteration 16Q: 3 clusters Score -2313586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2313687.750000 Penalty: 4815.991699
	Iteration 17Q: 3 clusters Score -2313688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2313760.500000 Penalty: 4815.991699
	Iteration 18Q: 3 clusters Score -2313760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2313828.750000 Penalty: 4815.991699
	Iteration 19Q: 3 clusters Score -2313829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2313895.750000 Penalty: 4815.991699
	Iteration 20F: 3 clusters Score -2313896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2313935.250000 Penalty: 4815.991699
	Iteration 21Q: 3 clusters Score -2313935 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2313961.500000 Penalty: 4815.991699
	Iteration 22Q: 3 clusters Score -2313962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2313992.250000 Penalty: 4815.991699
	Iteration 23Q: 3 clusters Score -2313992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2314017.500000 Penalty: 4815.991699
	Iteration 24Q: 3 clusters Score -2314018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2314035.750000 Penalty: 4815.991699
	Iteration 25Q: 3 clusters Score -2314036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2314053.000000 Penalty: 4815.991699
	Iteration 26Q: 3 clusters Score -2314053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2314071.750000 Penalty: 4815.991699
	Iteration 27Q: 3 clusters Score -2314072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2314087.750000 Penalty: 4815.991699
	Iteration 28Q: 3 clusters Score -2314088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2314107.750000 Penalty: 4815.991699
	Iteration 29Q: 3 clusters Score -2314108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2314131.250000 Penalty: 4815.991699
	Iteration 30Q: 3 clusters Score -2314131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2314160.000000 Penalty: 4815.991699
	Iteration 31Q: 3 clusters Score -2314160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2314176.500000 Penalty: 4815.991699
	Iteration 32Q: 3 clusters Score -2314176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2314190.250000 Penalty: 4815.991699
	Iteration 33Q: 3 clusters Score -2314190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2314207.500000 Penalty: 4815.991699
	Iteration 34Q: 3 clusters Score -2314208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2314217.500000 Penalty: 4815.991699
	Iteration 35Q: 3 clusters Score -2314218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2314223.250000 Penalty: 4815.991699
	Iteration 36Q: 3 clusters Score -2314223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2314228.750000 Penalty: 4815.991699
	Iteration 37Q: 3 clusters Score -2314229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2314238.250000 Penalty: 4815.991699
	Iteration 38Q: 3 clusters Score -2314238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2314248.750000 Penalty: 4815.991699
	Iteration 39Q: 3 clusters Score -2314249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2314256.750000 Penalty: 4815.991699
	Iteration 40F: 3 clusters Score -2314257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2314265.500000 Penalty: 4815.991699
	Iteration 41Q: 3 clusters Score -2314266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2314266.000000 Penalty: 4815.991699
	Iteration 42Q: 3 clusters Score -2314266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2314270.000000 Penalty: 4815.991699
	Iteration 43Q: 3 clusters Score -2314270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2314271.750000 Penalty: 4815.991699
	Iteration 44Q: 3 clusters Score -2314272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2314274.500000 Penalty: 4815.991699
	Iteration 45Q: 3 clusters Score -2314274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2314274.250000 Penalty: 4815.991699
	Iteration 46Q: 3 clusters Score -2314274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2314281.500000 Penalty: 4815.991699
	Iteration 47Q: 3 clusters Score -2314282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2314278.250000 Penalty: 4815.991699
	Iteration 48Q: 3 clusters Score -2314278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2314278.750000 Penalty: 4815.991699
	Iteration 49Q: 3 clusters Score -2314279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2314284.750000 Penalty: 4815.991699
	Iteration 50Q: 3 clusters Score -2314285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2314283.250000 Penalty: 4815.991699
	Iteration 51Q: 3 clusters Score -2314283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2314280.250000 Penalty: 4815.991699
	Iteration 52Q: 3 clusters Score -2314280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2314281.750000 Penalty: 4815.991699
	Iteration 53Q: 3 clusters Score -2314282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2314283.250000 Penalty: 4815.991699
	Iteration 54Q: 3 clusters Score -2314283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2314283.250000 Penalty: 4815.991699
	Iteration 55F: 3 clusters Score -2314283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (155284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Entering Unmasked Estep 
Score: -23893968.000000 Penalty: 2964.346680
	Iteration 0F: 2 clusters Score -2.389397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 77601 members 
Entering Unmasked Estep 
Score: -23796160.000000 Penalty: 5928.693359
	Iteration 0F: 3 clusters Score -2.379616e+07 nChanged 74434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -23840260.000000 Penalty: 5928.693359
	Iteration 1F: 3 clusters Score -2.384026e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -23842100.000000 Penalty: 5928.693359
	Iteration 2Q: 3 clusters Score -2.38421e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -23844928.000000 Penalty: 5928.693359
	Iteration 3Q: 3 clusters Score -2.384493e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -23849722.000000 Penalty: 5928.693359
	Iteration 4F: 3 clusters Score -2.384972e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -23856814.000000 Penalty: 5928.693359
	Iteration 5F: 3 clusters Score -2.385681e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -23866074.000000 Penalty: 5928.693359
	Iteration 6F: 3 clusters Score -2.386607e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -23876146.000000 Penalty: 5928.693359
	Iteration 7F: 3 clusters Score -2.387615e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -23882540.000000 Penalty: 5928.693359
	Iteration 8F: 3 clusters Score -2.388254e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -23885408.000000 Penalty: 5928.693359
	Iteration 9Q: 3 clusters Score -2.388541e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -23887022.000000 Penalty: 5928.693359
	Iteration 10Q: 3 clusters Score -2.388702e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -23888476.000000 Penalty: 5928.693359
	Iteration 11Q: 3 clusters Score -2.388848e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -23889744.000000 Penalty: 5928.693359
	Iteration 12Q: 3 clusters Score -2.388974e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98659 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -23890842.000000 Penalty: 5928.693359
	Iteration 13Q: 3 clusters Score -2.389084e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -23891820.000000 Penalty: 5928.693359
	Iteration 14Q: 3 clusters Score -2.389182e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -23892444.000000 Penalty: 5928.693359
	Iteration 15Q: 3 clusters Score -2.389244e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -23892966.000000 Penalty: 5928.693359
	Iteration 16Q: 3 clusters Score -2.389297e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -23893424.000000 Penalty: 5928.693359
	Iteration 17Q: 3 clusters Score -2.389342e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -23893706.000000 Penalty: 5928.693359
	Iteration 18Q: 3 clusters Score -2.389371e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -23893818.000000 Penalty: 5928.693359
	Iteration 19Q: 3 clusters Score -2.389382e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -23894128.000000 Penalty: 5928.693359
	Iteration 20F: 3 clusters Score -2.389413e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -23894494.000000 Penalty: 5928.693359
	Iteration 21Q: 3 clusters Score -2.389449e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -23894706.000000 Penalty: 5928.693359
	Iteration 22Q: 3 clusters Score -2.389471e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -23894502.000000 Penalty: 5928.693359
	Iteration 23Q: 3 clusters Score -2.38945e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -23894408.000000 Penalty: 5928.693359
	Iteration 24Q: 3 clusters Score -2.389441e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -23894298.000000 Penalty: 5928.693359
	Iteration 25Q: 3 clusters Score -2.38943e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -23894172.000000 Penalty: 5928.693359
	Iteration 26Q: 3 clusters Score -2.389417e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -23894270.000000 Penalty: 5928.693359
	Iteration 27Q: 3 clusters Score -2.389427e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -23894214.000000 Penalty: 5928.693359
	Iteration 28Q: 3 clusters Score -2.389421e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -23893986.000000 Penalty: 5928.693359
	Iteration 29Q: 3 clusters Score -2.389399e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139349 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -23893766.000000 Penalty: 5928.693359
	Iteration 30Q: 3 clusters Score -2.389377e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141428 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -23893412.000000 Penalty: 5928.693359
	Iteration 31Q: 3 clusters Score -2.389341e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -23893364.000000 Penalty: 5928.693359
	Iteration 32Q: 3 clusters Score -2.389336e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144780 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -23893108.000000 Penalty: 5928.693359
	Iteration 33Q: 3 clusters Score -2.389311e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146088 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -23892822.000000 Penalty: 5928.693359
	Iteration 34Q: 3 clusters Score -2.389282e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -23892666.000000 Penalty: 5928.693359
	Iteration 35Q: 3 clusters Score -2.389267e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -23892652.000000 Penalty: 5928.693359
	Iteration 36Q: 3 clusters Score -2.389265e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -23892514.000000 Penalty: 5928.693359
	Iteration 37Q: 3 clusters Score -2.389251e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -23892380.000000 Penalty: 5928.693359
	Iteration 38Q: 3 clusters Score -2.389238e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -23892242.000000 Penalty: 5928.693359
	Iteration 39Q: 3 clusters Score -2.389224e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -23892580.000000 Penalty: 5928.693359
	Iteration 40F: 3 clusters Score -2.389258e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -23892444.000000 Penalty: 5928.693359
	Iteration 41Q: 3 clusters Score -2.389244e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -23892302.000000 Penalty: 5928.693359
	Iteration 42Q: 3 clusters Score -2.38923e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152218 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23892250.000000 Penalty: 5928.693359
	Iteration 43Q: 3 clusters Score -2.389225e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -23892152.000000 Penalty: 5928.693359
	Iteration 44Q: 3 clusters Score -2.389215e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23892180.000000 Penalty: 5928.693359
	Iteration 45Q: 3 clusters Score -2.389218e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23892136.000000 Penalty: 5928.693359
	Iteration 46Q: 3 clusters Score -2.389214e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153735 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23892074.000000 Penalty: 5928.693359
	Iteration 47Q: 3 clusters Score -2.389207e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153939 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -23891984.000000 Penalty: 5928.693359
	Iteration 48Q: 3 clusters Score -2.389198e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23892004.000000 Penalty: 5928.693359
	Iteration 49Q: 3 clusters Score -2.3892e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23891962.000000 Penalty: 5928.693359
	Iteration 50Q: 3 clusters Score -2.389196e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154301 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -23891930.000000 Penalty: 5928.693359
	Iteration 51Q: 3 clusters Score -2.389193e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154363 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -23891922.000000 Penalty: 5928.693359
	Iteration 52Q: 3 clusters Score -2.389192e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154408 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -23891912.000000 Penalty: 5928.693359
	Iteration 53Q: 3 clusters Score -2.389191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -23891896.000000 Penalty: 5928.693359
	Iteration 54Q: 3 clusters Score -2.38919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154470 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23891870.000000 Penalty: 5928.693359
	Iteration 55Q: 3 clusters Score -2.389187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -23891896.000000 Penalty: 5928.693359
	Iteration 56Q: 3 clusters Score -2.38919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154506 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -23891868.000000 Penalty: 5928.693359
	Iteration 57Q: 3 clusters Score -2.389187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -23891840.000000 Penalty: 5928.693359
	Iteration 58Q: 3 clusters Score -2.389184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23891848.000000 Penalty: 5928.693359
	Iteration 59Q: 3 clusters Score -2.389185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154547 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23891852.000000 Penalty: 5928.693359
	Iteration 60F: 3 clusters Score -2.389185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -23891872.000000 Penalty: 5928.693359
	Iteration 61Q: 3 clusters Score -2.389187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154558 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23891866.000000 Penalty: 5928.693359
	Iteration 62Q: 3 clusters Score -2.389187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154562 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -23891868.000000 Penalty: 5928.693359
	Iteration 63Q: 3 clusters Score -2.389187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23891862.000000 Penalty: 5928.693359
	Iteration 64Q: 3 clusters Score -2.389186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23891858.000000 Penalty: 5928.693359
	Iteration 65Q: 3 clusters Score -2.389186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154580 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -23891852.000000 Penalty: 5928.693359
	Iteration 66Q: 3 clusters Score -2.389185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -23891848.000000 Penalty: 5928.693359
	Iteration 67Q: 3 clusters Score -2.389185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23891840.000000 Penalty: 5928.693359
	Iteration 68Q: 3 clusters Score -2.389184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -23891846.000000 Penalty: 5928.693359
	Iteration 69Q: 3 clusters Score -2.389185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -23891854.000000 Penalty: 5928.693359
	Iteration 70Q: 3 clusters Score -2.389185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -23891854.000000 Penalty: 5928.693359
	Iteration 71F: 3 clusters Score -2.389185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -735423.187500 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -735423.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -731092.125000 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -731092.1 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -732096.500000 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -732096.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -732307.500000 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -732307.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -732446.875000 Penalty: 4198.250488
	Iteration 3F: 3 clusters Score -732446.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -732532.562500 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -732532.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -732580.312500 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -732580.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -732620.875000 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -732620.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -732647.375000 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -732647.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -732668.687500 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -732668.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -732681.062500 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -732681.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -732691.312500 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -732691.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -732701.312500 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -732701.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -732706.937500 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -732706.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -732715.125000 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -732715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -732719.562500 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -732719.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -732729.000000 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -732729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -732736.812500 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -732736.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -732744.062500 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -732744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -732752.312500 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -732752.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -732763.125000 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -732763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -732766.687500 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -732766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -732770.625000 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -732770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -732777.312500 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -732777.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -732782.250000 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -732782.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -732788.875000 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -732788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -732796.000000 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -732796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -732797.812500 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -732797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -732799.750000 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -732799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -732799.687500 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -732799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -732803.562500 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -732803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -732804.937500 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -732804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -732808.250000 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -732808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -732813.312500 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -732813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -732816.187500 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -732816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -732818.625000 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -732818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -732824.125000 Penalty: 4198.250488
	Iteration 35Q: 3 clusters Score -732824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -732825.687500 Penalty: 4198.250488
	Iteration 36Q: 3 clusters Score -732825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -732826.187500 Penalty: 4198.250488
	Iteration 37Q: 3 clusters Score -732826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -732826.437500 Penalty: 4198.250488
	Iteration 38Q: 3 clusters Score -732826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -732826.062500 Penalty: 4198.250488
	Iteration 39Q: 3 clusters Score -732826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -732826.062500 Penalty: 4198.250488
	Iteration 40F: 3 clusters Score -732826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Entering Unmasked Estep 
Score: -4754966.500000 Penalty: 2562.897217
	Iteration 0F: 2 clusters Score -4754966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4733791.500000 Penalty: 5125.794434
	Iteration 0F: 3 clusters Score -4733792 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4741405.000000 Penalty: 5125.794434
	Iteration 1F: 3 clusters Score -4741405 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4741832.500000 Penalty: 5125.794434
	Iteration 2Q: 3 clusters Score -4741832 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4742277.500000 Penalty: 5125.794434
	Iteration 3Q: 3 clusters Score -4742278 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4742820.000000 Penalty: 5125.794434
	Iteration 4Q: 3 clusters Score -4742820 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4743500.000000 Penalty: 5125.794434
	Iteration 5Q: 3 clusters Score -4743500 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4744328.500000 Penalty: 5125.794434
	Iteration 6F: 3 clusters Score -4744328 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4745327.500000 Penalty: 5125.794434
	Iteration 7F: 3 clusters Score -4745328 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4746431.000000 Penalty: 5125.794434
	Iteration 8F: 3 clusters Score -4746431 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4747573.000000 Penalty: 5125.794434
	Iteration 9F: 3 clusters Score -4747573 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4748569.000000 Penalty: 5125.794434
	Iteration 10F: 3 clusters Score -4748569 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4749476.000000 Penalty: 5125.794434
	Iteration 11Q: 3 clusters Score -4749476 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4750203.500000 Penalty: 5125.794434
	Iteration 12Q: 3 clusters Score -4750204 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4750786.000000 Penalty: 5125.794434
	Iteration 13Q: 3 clusters Score -4750786 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -4751272.500000 Penalty: 5125.794434
	Iteration 14Q: 3 clusters Score -4751272 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -4751620.500000 Penalty: 5125.794434
	Iteration 15Q: 3 clusters Score -4751620 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4751905.500000 Penalty: 5125.794434
	Iteration 16Q: 3 clusters Score -4751906 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4752144.000000 Penalty: 5125.794434
	Iteration 17Q: 3 clusters Score -4752144 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4752321.000000 Penalty: 5125.794434
	Iteration 18Q: 3 clusters Score -4752321 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4752438.000000 Penalty: 5125.794434
	Iteration 19Q: 3 clusters Score -4752438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4752535.000000 Penalty: 5125.794434
	Iteration 20F: 3 clusters Score -4752535 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -4752624.000000 Penalty: 5125.794434
	Iteration 21Q: 3 clusters Score -4752624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4752686.500000 Penalty: 5125.794434
	Iteration 22Q: 3 clusters Score -4752686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4752736.500000 Penalty: 5125.794434
	Iteration 23Q: 3 clusters Score -4752736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4752779.500000 Penalty: 5125.794434
	Iteration 24Q: 3 clusters Score -4752780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4752813.500000 Penalty: 5125.794434
	Iteration 25Q: 3 clusters Score -4752814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4752823.500000 Penalty: 5125.794434
	Iteration 26Q: 3 clusters Score -4752824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4752839.500000 Penalty: 5125.794434
	Iteration 27Q: 3 clusters Score -4752840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4752859.500000 Penalty: 5125.794434
	Iteration 28Q: 3 clusters Score -4752860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4752870.500000 Penalty: 5125.794434
	Iteration 29Q: 3 clusters Score -4752870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4752887.000000 Penalty: 5125.794434
	Iteration 30Q: 3 clusters Score -4752887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4752892.000000 Penalty: 5125.794434
	Iteration 31Q: 3 clusters Score -4752892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4752902.500000 Penalty: 5125.794434
	Iteration 32Q: 3 clusters Score -4752902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -4752924.500000 Penalty: 5125.794434
	Iteration 33Q: 3 clusters Score -4752924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4752927.000000 Penalty: 5125.794434
	Iteration 34Q: 3 clusters Score -4752927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4752931.500000 Penalty: 5125.794434
	Iteration 35Q: 3 clusters Score -4752932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4752929.500000 Penalty: 5125.794434
	Iteration 36Q: 3 clusters Score -4752930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4752930.000000 Penalty: 5125.794434
	Iteration 37Q: 3 clusters Score -4752930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4752932.000000 Penalty: 5125.794434
	Iteration 38Q: 3 clusters Score -4752932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4752932.000000 Penalty: 5125.794434
	Iteration 39F: 3 clusters Score -4752932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -502301.281250 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -502301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -498826.125000 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -498826.1 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -499497.250000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -499497.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -499654.656250 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -499654.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -499762.500000 Penalty: 4027.664795
	Iteration 3Q: 3 clusters Score -499762.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -499847.531250 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -499847.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -499902.281250 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -499902.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -499947.656250 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -499947.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -499995.062500 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -499995.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -500054.281250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -500054.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -500121.187500 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -500121.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -500177.250000 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -500177.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -500253.750000 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -500253.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -500326.562500 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -500326.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -500390.250000 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -500390.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -500438.656250 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -500438.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -500489.437500 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -500489.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -500539.968750 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -500540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -500589.781250 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -500589.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -500638.531250 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -500638.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -500676.250000 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -500676.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -500707.218750 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -500707.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -500729.687500 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -500729.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -500749.250000 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -500749.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -500758.218750 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -500758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -500767.000000 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -500767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -500774.906250 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -500774.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -500782.812500 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -500782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -500788.125000 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -500788.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -500793.687500 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -500793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -500797.218750 Penalty: 4027.664795
	Iteration 29Q: 3 clusters Score -500797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -500800.906250 Penalty: 4027.664795
	Iteration 30Q: 3 clusters Score -500800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -500804.218750 Penalty: 4027.664795
	Iteration 31Q: 3 clusters Score -500804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -500806.156250 Penalty: 4027.664795
	Iteration 32Q: 3 clusters Score -500806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -500808.062500 Penalty: 4027.664795
	Iteration 33Q: 3 clusters Score -500808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -500808.812500 Penalty: 4027.664795
	Iteration 34Q: 3 clusters Score -500808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -500809.500000 Penalty: 4027.664795
	Iteration 35Q: 3 clusters Score -500809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -500810.406250 Penalty: 4027.664795
	Iteration 36Q: 3 clusters Score -500810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -500811.968750 Penalty: 4027.664795
	Iteration 37Q: 3 clusters Score -500812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -500814.562500 Penalty: 4027.664795
	Iteration 38Q: 3 clusters Score -500814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -500814.968750 Penalty: 4027.664795
	Iteration 39Q: 3 clusters Score -500815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -500817.718750 Penalty: 4027.664795
	Iteration 40F: 3 clusters Score -500817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -500820.500000 Penalty: 4027.664795
	Iteration 41Q: 3 clusters Score -500820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -500822.718750 Penalty: 4027.664795
	Iteration 42Q: 3 clusters Score -500822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -500824.093750 Penalty: 4027.664795
	Iteration 43Q: 3 clusters Score -500824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -500825.031250 Penalty: 4027.664795
	Iteration 44Q: 3 clusters Score -500825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -500825.031250 Penalty: 4027.664795
	Iteration 45F: 3 clusters Score -500825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -473661.656250 Penalty: 2005.429810
	Iteration 0F: 2 clusters Score -473661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -470215.437500 Penalty: 4010.859619
	Iteration 0F: 3 clusters Score -470215.4 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -471032.593750 Penalty: 4010.859619
	Iteration 1F: 3 clusters Score -471032.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -471232.937500 Penalty: 4010.859619
	Iteration 2F: 3 clusters Score -471232.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -471322.093750 Penalty: 4010.859619
	Iteration 3Q: 3 clusters Score -471322.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -471382.312500 Penalty: 4010.859619
	Iteration 4Q: 3 clusters Score -471382.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -471417.875000 Penalty: 4010.859619
	Iteration 5Q: 3 clusters Score -471417.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -471446.218750 Penalty: 4010.859619
	Iteration 6Q: 3 clusters Score -471446.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -471477.468750 Penalty: 4010.859619
	Iteration 7Q: 3 clusters Score -471477.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -471509.437500 Penalty: 4010.859619
	Iteration 8Q: 3 clusters Score -471509.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -471536.218750 Penalty: 4010.859619
	Iteration 9Q: 3 clusters Score -471536.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -471567.500000 Penalty: 4010.859619
	Iteration 10Q: 3 clusters Score -471567.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -471607.406250 Penalty: 4010.859619
	Iteration 11Q: 3 clusters Score -471607.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -471649.625000 Penalty: 4010.859619
	Iteration 12Q: 3 clusters Score -471649.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -471697.406250 Penalty: 4010.859619
	Iteration 13Q: 3 clusters Score -471697.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -471760.937500 Penalty: 4010.859619
	Iteration 14Q: 3 clusters Score -471760.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -471847.062500 Penalty: 4010.859619
	Iteration 15Q: 3 clusters Score -471847.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -471985.812500 Penalty: 4010.859619
	Iteration 16Q: 3 clusters Score -471985.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -472187.000000 Penalty: 4010.859619
	Iteration 17Q: 3 clusters Score -472187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -472321.156250 Penalty: 4010.859619
	Iteration 18Q: 3 clusters Score -472321.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -472408.000000 Penalty: 4010.859619
	Iteration 19Q: 3 clusters Score -472408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -472469.562500 Penalty: 4010.859619
	Iteration 20F: 3 clusters Score -472469.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -472523.468750 Penalty: 4010.859619
	Iteration 21Q: 3 clusters Score -472523.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -472559.062500 Penalty: 4010.859619
	Iteration 22Q: 3 clusters Score -472559.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -472592.375000 Penalty: 4010.859619
	Iteration 23Q: 3 clusters Score -472592.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -472627.500000 Penalty: 4010.859619
	Iteration 24Q: 3 clusters Score -472627.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -472655.625000 Penalty: 4010.859619
	Iteration 25Q: 3 clusters Score -472655.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -472677.281250 Penalty: 4010.859619
	Iteration 26Q: 3 clusters Score -472677.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -472690.593750 Penalty: 4010.859619
	Iteration 27Q: 3 clusters Score -472690.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -472702.781250 Penalty: 4010.859619
	Iteration 28Q: 3 clusters Score -472702.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -472715.031250 Penalty: 4010.859619
	Iteration 29Q: 3 clusters Score -472715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -472724.500000 Penalty: 4010.859619
	Iteration 30Q: 3 clusters Score -472724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -472733.468750 Penalty: 4010.859619
	Iteration 31Q: 3 clusters Score -472733.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -472745.000000 Penalty: 4010.859619
	Iteration 32Q: 3 clusters Score -472745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -472753.125000 Penalty: 4010.859619
	Iteration 33Q: 3 clusters Score -472753.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -472764.343750 Penalty: 4010.859619
	Iteration 34Q: 3 clusters Score -472764.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -472775.968750 Penalty: 4010.859619
	Iteration 35Q: 3 clusters Score -472776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -472786.343750 Penalty: 4010.859619
	Iteration 36Q: 3 clusters Score -472786.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -472802.687500 Penalty: 4010.859619
	Iteration 37Q: 3 clusters Score -472802.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -472815.218750 Penalty: 4010.859619
	Iteration 38Q: 3 clusters Score -472815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -472821.781250 Penalty: 4010.859619
	Iteration 39Q: 3 clusters Score -472821.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -472829.906250 Penalty: 4010.859619
	Iteration 40F: 3 clusters Score -472829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -472835.593750 Penalty: 4010.859619
	Iteration 41Q: 3 clusters Score -472835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -472840.062500 Penalty: 4010.859619
	Iteration 42Q: 3 clusters Score -472840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -472846.406250 Penalty: 4010.859619
	Iteration 43Q: 3 clusters Score -472846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -472848.843750 Penalty: 4010.859619
	Iteration 44Q: 3 clusters Score -472848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -472851.437500 Penalty: 4010.859619
	Iteration 45Q: 3 clusters Score -472851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -472854.375000 Penalty: 4010.859619
	Iteration 46Q: 3 clusters Score -472854.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -472859.000000 Penalty: 4010.859619
	Iteration 47Q: 3 clusters Score -472859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -472864.656250 Penalty: 4010.859619
	Iteration 48Q: 3 clusters Score -472864.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -472872.000000 Penalty: 4010.859619
	Iteration 49Q: 3 clusters Score -472872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -472878.812500 Penalty: 4010.859619
	Iteration 50Q: 3 clusters Score -472878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -472885.406250 Penalty: 4010.859619
	Iteration 51Q: 3 clusters Score -472885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -472891.156250 Penalty: 4010.859619
	Iteration 52Q: 3 clusters Score -472891.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -472901.531250 Penalty: 4010.859619
	Iteration 53Q: 3 clusters Score -472901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -472913.093750 Penalty: 4010.859619
	Iteration 54Q: 3 clusters Score -472913.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472926.375000 Penalty: 4010.859619
	Iteration 55Q: 3 clusters Score -472926.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -472933.906250 Penalty: 4010.859619
	Iteration 56Q: 3 clusters Score -472933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -472938.343750 Penalty: 4010.859619
	Iteration 57Q: 3 clusters Score -472938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -472943.531250 Penalty: 4010.859619
	Iteration 58Q: 3 clusters Score -472943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -472946.906250 Penalty: 4010.859619
	Iteration 59Q: 3 clusters Score -472946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -472952.031250 Penalty: 4010.859619
	Iteration 60F: 3 clusters Score -472952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -472957.218750 Penalty: 4010.859619
	Iteration 61Q: 3 clusters Score -472957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -472961.937500 Penalty: 4010.859619
	Iteration 62Q: 3 clusters Score -472961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -472965.812500 Penalty: 4010.859619
	Iteration 63Q: 3 clusters Score -472965.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -472967.843750 Penalty: 4010.859619
	Iteration 64Q: 3 clusters Score -472967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -472968.843750 Penalty: 4010.859619
	Iteration 65Q: 3 clusters Score -472968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -472970.187500 Penalty: 4010.859619
	Iteration 66Q: 3 clusters Score -472970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -472970.906250 Penalty: 4010.859619
	Iteration 67Q: 3 clusters Score -472970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -472971.906250 Penalty: 4010.859619
	Iteration 68Q: 3 clusters Score -472971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -472971.906250 Penalty: 4010.859619
	Iteration 69F: 3 clusters Score -472971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Entering Unmasked Estep 
Score: -4015027.750000 Penalty: 2524.663818
	Iteration 0F: 2 clusters Score -4015028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3996813.500000 Penalty: 5049.327637
	Iteration 0F: 3 clusters Score -3996814 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4003382.250000 Penalty: 5049.327637
	Iteration 1F: 3 clusters Score -4003382 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4003929.250000 Penalty: 5049.327637
	Iteration 2F: 3 clusters Score -4003929 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4004432.250000 Penalty: 5049.327637
	Iteration 3Q: 3 clusters Score -4004432 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4004986.750000 Penalty: 5049.327637
	Iteration 4Q: 3 clusters Score -4004987 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4005584.750000 Penalty: 5049.327637
	Iteration 5Q: 3 clusters Score -4005585 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4006351.000000 Penalty: 5049.327637
	Iteration 6Q: 3 clusters Score -4006351 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4007294.000000 Penalty: 5049.327637
	Iteration 7F: 3 clusters Score -4007294 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4008435.250000 Penalty: 5049.327637
	Iteration 8F: 3 clusters Score -4008435 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4009614.750000 Penalty: 5049.327637
	Iteration 9F: 3 clusters Score -4009615 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4010654.750000 Penalty: 5049.327637
	Iteration 10Q: 3 clusters Score -4010655 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4011299.000000 Penalty: 5049.327637
	Iteration 11Q: 3 clusters Score -4011299 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4011694.250000 Penalty: 5049.327637
	Iteration 12Q: 3 clusters Score -4011694 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -4011959.500000 Penalty: 5049.327637
	Iteration 13Q: 3 clusters Score -4011960 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4012113.500000 Penalty: 5049.327637
	Iteration 14Q: 3 clusters Score -4012114 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4012269.000000 Penalty: 5049.327637
	Iteration 15Q: 3 clusters Score -4012269 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4012400.250000 Penalty: 5049.327637
	Iteration 16Q: 3 clusters Score -4012400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -4012493.750000 Penalty: 5049.327637
	Iteration 17Q: 3 clusters Score -4012494 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4012559.750000 Penalty: 5049.327637
	Iteration 18Q: 3 clusters Score -4012560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4012628.250000 Penalty: 5049.327637
	Iteration 19Q: 3 clusters Score -4012628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -4012671.500000 Penalty: 5049.327637
	Iteration 20F: 3 clusters Score -4012672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4012723.000000 Penalty: 5049.327637
	Iteration 21Q: 3 clusters Score -4012723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4012757.000000 Penalty: 5049.327637
	Iteration 22Q: 3 clusters Score -4012757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -4012771.250000 Penalty: 5049.327637
	Iteration 23Q: 3 clusters Score -4012771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4012784.750000 Penalty: 5049.327637
	Iteration 24Q: 3 clusters Score -4012785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -4012798.250000 Penalty: 5049.327637
	Iteration 25Q: 3 clusters Score -4012798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4012812.250000 Penalty: 5049.327637
	Iteration 26Q: 3 clusters Score -4012812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4012814.000000 Penalty: 5049.327637
	Iteration 27Q: 3 clusters Score -4012814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4012821.000000 Penalty: 5049.327637
	Iteration 28Q: 3 clusters Score -4012821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -4012827.750000 Penalty: 5049.327637
	Iteration 29Q: 3 clusters Score -4012828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4012830.000000 Penalty: 5049.327637
	Iteration 30Q: 3 clusters Score -4012830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4012833.250000 Penalty: 5049.327637
	Iteration 31Q: 3 clusters Score -4012833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -4012836.250000 Penalty: 5049.327637
	Iteration 32Q: 3 clusters Score -4012836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4012832.000000 Penalty: 5049.327637
	Iteration 33Q: 3 clusters Score -4012832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -4012835.500000 Penalty: 5049.327637
	Iteration 34Q: 3 clusters Score -4012836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4012840.000000 Penalty: 5049.327637
	Iteration 35Q: 3 clusters Score -4012840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4012842.500000 Penalty: 5049.327637
	Iteration 36Q: 3 clusters Score -4012842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -4012843.000000 Penalty: 5049.327637
	Iteration 37Q: 3 clusters Score -4012843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4012847.250000 Penalty: 5049.327637
	Iteration 38Q: 3 clusters Score -4012847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4012849.500000 Penalty: 5049.327637
	Iteration 39Q: 3 clusters Score -4012850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4012854.000000 Penalty: 5049.327637
	Iteration 40F: 3 clusters Score -4012854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4012849.500000 Penalty: 5049.327637
	Iteration 41Q: 3 clusters Score -4012850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -4012850.250000 Penalty: 5049.327637
	Iteration 42Q: 3 clusters Score -4012850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4012850.250000 Penalty: 5049.327637
	Iteration 43Q: 3 clusters Score -4012850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4012850.250000 Penalty: 5049.327637
	Iteration 44F: 3 clusters Score -4012850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Entering Unmasked Estep 
Score: -1467600.625000 Penalty: 2277.325439
	Iteration 0F: 2 clusters Score -1467601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1460121.875000 Penalty: 4554.650879
	Iteration 0F: 3 clusters Score -1460122 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1462341.625000 Penalty: 4554.650879
	Iteration 1F: 3 clusters Score -1462342 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1462703.750000 Penalty: 4554.650879
	Iteration 2F: 3 clusters Score -1462704 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1463031.375000 Penalty: 4554.650879
	Iteration 3F: 3 clusters Score -1463031 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1463372.750000 Penalty: 4554.650879
	Iteration 4Q: 3 clusters Score -1463373 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1463728.125000 Penalty: 4554.650879
	Iteration 5F: 3 clusters Score -1463728 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1464099.750000 Penalty: 4554.650879
	Iteration 6F: 3 clusters Score -1464100 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1464437.875000 Penalty: 4554.650879
	Iteration 7F: 3 clusters Score -1464438 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1464753.500000 Penalty: 4554.650879
	Iteration 8Q: 3 clusters Score -1464754 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1465014.375000 Penalty: 4554.650879
	Iteration 9Q: 3 clusters Score -1465014 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1465222.750000 Penalty: 4554.650879
	Iteration 10Q: 3 clusters Score -1465223 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1465408.375000 Penalty: 4554.650879
	Iteration 11Q: 3 clusters Score -1465408 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1465569.750000 Penalty: 4554.650879
	Iteration 12Q: 3 clusters Score -1465570 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1465715.500000 Penalty: 4554.650879
	Iteration 13Q: 3 clusters Score -1465716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1465808.750000 Penalty: 4554.650879
	Iteration 14Q: 3 clusters Score -1465809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1465873.750000 Penalty: 4554.650879
	Iteration 15Q: 3 clusters Score -1465874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1465911.500000 Penalty: 4554.650879
	Iteration 16Q: 3 clusters Score -1465912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1465953.750000 Penalty: 4554.650879
	Iteration 17Q: 3 clusters Score -1465954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1465978.500000 Penalty: 4554.650879
	Iteration 18Q: 3 clusters Score -1465978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1465995.125000 Penalty: 4554.650879
	Iteration 19Q: 3 clusters Score -1465995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1466006.250000 Penalty: 4554.650879
	Iteration 20F: 3 clusters Score -1466006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1466010.875000 Penalty: 4554.650879
	Iteration 21Q: 3 clusters Score -1466011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1466019.875000 Penalty: 4554.650879
	Iteration 22Q: 3 clusters Score -1466020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1466020.750000 Penalty: 4554.650879
	Iteration 23Q: 3 clusters Score -1466021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1466021.625000 Penalty: 4554.650879
	Iteration 24Q: 3 clusters Score -1466022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1466023.750000 Penalty: 4554.650879
	Iteration 25Q: 3 clusters Score -1466024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1466032.500000 Penalty: 4554.650879
	Iteration 26Q: 3 clusters Score -1466032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1466035.375000 Penalty: 4554.650879
	Iteration 27Q: 3 clusters Score -1466035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1466039.250000 Penalty: 4554.650879
	Iteration 28Q: 3 clusters Score -1466039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1466041.500000 Penalty: 4554.650879
	Iteration 29Q: 3 clusters Score -1466042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1466040.625000 Penalty: 4554.650879
	Iteration 30Q: 3 clusters Score -1466041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1466039.875000 Penalty: 4554.650879
	Iteration 31Q: 3 clusters Score -1466040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1466045.750000 Penalty: 4554.650879
	Iteration 32Q: 3 clusters Score -1466046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1466047.375000 Penalty: 4554.650879
	Iteration 33Q: 3 clusters Score -1466047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1466048.000000 Penalty: 4554.650879
	Iteration 34Q: 3 clusters Score -1466048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1466045.750000 Penalty: 4554.650879
	Iteration 35Q: 3 clusters Score -1466046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1466043.875000 Penalty: 4554.650879
	Iteration 36Q: 3 clusters Score -1466044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1466041.875000 Penalty: 4554.650879
	Iteration 37Q: 3 clusters Score -1466042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1466044.375000 Penalty: 4554.650879
	Iteration 38Q: 3 clusters Score -1466044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1466041.000000 Penalty: 4554.650879
	Iteration 39Q: 3 clusters Score -1466041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1466043.625000 Penalty: 4554.650879
	Iteration 40F: 3 clusters Score -1466044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1466044.750000 Penalty: 4554.650879
	Iteration 41Q: 3 clusters Score -1466045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1466043.125000 Penalty: 4554.650879
	Iteration 42Q: 3 clusters Score -1466043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1466045.875000 Penalty: 4554.650879
	Iteration 43Q: 3 clusters Score -1466046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1466045.875000 Penalty: 4554.650879
	Iteration 44F: 3 clusters Score -1466046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -394570.718750 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -394570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -391548.343750 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -391548.3 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -392187.000000 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -392187 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -392392.000000 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -392392 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -392523.343750 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -392523.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -392605.750000 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -392605.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -392661.406250 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -392661.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -392714.968750 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -392715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -392752.250000 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -392752.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -392802.375000 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -392802.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -392830.343750 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -392830.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -392853.937500 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -392853.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -392865.625000 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -392865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -392875.156250 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -392875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -392877.750000 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -392877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -392881.156250 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -392881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -392887.375000 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -392887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -392889.812500 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -392889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -392891.031250 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -392891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -392893.468750 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -392893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -392897.500000 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -392897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -392905.000000 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -392905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -392912.468750 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -392912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -392917.593750 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -392917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -392919.468750 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -392919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -392920.718750 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -392920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -392922.468750 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -392922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -392923.031250 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -392923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -392924.187500 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -392924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -392924.718750 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -392924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -392925.406250 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -392925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -392925.781250 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -392925.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -392926.625000 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -392926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -392926.625000 Penalty: 3910.936768
	Iteration 32F: 3 clusters Score -392926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -891598.937500 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -891598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -886532.375000 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -886532.4 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -887832.437500 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -887832.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -888165.250000 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -888165.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -888444.312500 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -888444.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -888702.000000 Penalty: 4313.551758
	Iteration 4Q: 3 clusters Score -888702 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -888935.500000 Penalty: 4313.551758
	Iteration 5Q: 3 clusters Score -888935.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -889156.875000 Penalty: 4313.551758
	Iteration 6Q: 3 clusters Score -889156.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -889352.437500 Penalty: 4313.551758
	Iteration 7Q: 3 clusters Score -889352.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -889527.625000 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -889527.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -889698.250000 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -889698.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -889880.375000 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -889880.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -890061.062500 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -890061.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -890204.687500 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -890204.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -890350.562500 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -890350.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -890490.000000 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -890490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -890628.500000 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -890628.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -890738.562500 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -890738.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -890821.375000 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -890821.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -890883.687500 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -890883.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -890920.500000 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -890920.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -890946.562500 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -890946.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -890967.375000 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -890967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -890977.000000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -890977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -890984.437500 Penalty: 4313.551758
	Iteration 23Q: 3 clusters Score -890984.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -890990.000000 Penalty: 4313.551758
	Iteration 24Q: 3 clusters Score -890990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -890997.375000 Penalty: 4313.551758
	Iteration 25Q: 3 clusters Score -890997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -890999.875000 Penalty: 4313.551758
	Iteration 26Q: 3 clusters Score -890999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -891001.000000 Penalty: 4313.551758
	Iteration 27Q: 3 clusters Score -891001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -891003.812500 Penalty: 4313.551758
	Iteration 28Q: 3 clusters Score -891003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -891003.750000 Penalty: 4313.551758
	Iteration 29Q: 3 clusters Score -891003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -891003.437500 Penalty: 4313.551758
	Iteration 30Q: 3 clusters Score -891003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -891006.125000 Penalty: 4313.551758
	Iteration 31Q: 3 clusters Score -891006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -891008.000000 Penalty: 4313.551758
	Iteration 32Q: 3 clusters Score -891008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -891010.437500 Penalty: 4313.551758
	Iteration 33Q: 3 clusters Score -891010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -891015.312500 Penalty: 4313.551758
	Iteration 34Q: 3 clusters Score -891015.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -891018.187500 Penalty: 4313.551758
	Iteration 35Q: 3 clusters Score -891018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -891025.562500 Penalty: 4313.551758
	Iteration 36Q: 3 clusters Score -891025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -891029.937500 Penalty: 4313.551758
	Iteration 37Q: 3 clusters Score -891029.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -891034.000000 Penalty: 4313.551758
	Iteration 38Q: 3 clusters Score -891034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -891038.312500 Penalty: 4313.551758
	Iteration 39Q: 3 clusters Score -891038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -891038.562500 Penalty: 4313.551758
	Iteration 40F: 3 clusters Score -891038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -891039.312500 Penalty: 4313.551758
	Iteration 41Q: 3 clusters Score -891039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -891040.000000 Penalty: 4313.551758
	Iteration 42Q: 3 clusters Score -891040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -891040.062500 Penalty: 4313.551758
	Iteration 43Q: 3 clusters Score -891040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -891041.937500 Penalty: 4313.551758
	Iteration 44Q: 3 clusters Score -891041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -891045.812500 Penalty: 4313.551758
	Iteration 45Q: 3 clusters Score -891045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -891049.375000 Penalty: 4313.551758
	Iteration 46Q: 3 clusters Score -891049.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -891055.500000 Penalty: 4313.551758
	Iteration 47Q: 3 clusters Score -891055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -891061.562500 Penalty: 4313.551758
	Iteration 48Q: 3 clusters Score -891061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -891065.562500 Penalty: 4313.551758
	Iteration 49Q: 3 clusters Score -891065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -891069.687500 Penalty: 4313.551758
	Iteration 50Q: 3 clusters Score -891069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -891073.562500 Penalty: 4313.551758
	Iteration 51Q: 3 clusters Score -891073.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -891075.875000 Penalty: 4313.551758
	Iteration 52Q: 3 clusters Score -891075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -891077.375000 Penalty: 4313.551758
	Iteration 53Q: 3 clusters Score -891077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -891078.312500 Penalty: 4313.551758
	Iteration 54Q: 3 clusters Score -891078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -891078.500000 Penalty: 4313.551758
	Iteration 55Q: 3 clusters Score -891078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -891078.875000 Penalty: 4313.551758
	Iteration 56Q: 3 clusters Score -891078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -891080.687500 Penalty: 4313.551758
	Iteration 57Q: 3 clusters Score -891080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -891081.687500 Penalty: 4313.551758
	Iteration 58Q: 3 clusters Score -891081.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -891083.625000 Penalty: 4313.551758
	Iteration 59Q: 3 clusters Score -891083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -891087.250000 Penalty: 4313.551758
	Iteration 60F: 3 clusters Score -891087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -891089.500000 Penalty: 4313.551758
	Iteration 61Q: 3 clusters Score -891089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -891089.250000 Penalty: 4313.551758
	Iteration 62Q: 3 clusters Score -891089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -891090.250000 Penalty: 4313.551758
	Iteration 63Q: 3 clusters Score -891090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -891090.250000 Penalty: 4313.551758
	Iteration 64Q: 3 clusters Score -891090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -891091.750000 Penalty: 4313.551758
	Iteration 65Q: 3 clusters Score -891091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -891090.750000 Penalty: 4313.551758
	Iteration 66Q: 3 clusters Score -891090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -891091.625000 Penalty: 4313.551758
	Iteration 67Q: 3 clusters Score -891091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -891091.625000 Penalty: 4313.551758
	Iteration 68F: 3 clusters Score -891091.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -395257.875000 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -395257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -392300.968750 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -392301 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -392837.562500 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -392837.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -392958.000000 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -392958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -393025.000000 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -393025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -393072.281250 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -393072.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -393098.218750 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -393098.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -393122.437500 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -393122.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -393142.781250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -393142.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -393165.312500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -393165.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -393180.250000 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -393180.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -393203.218750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -393203.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -393223.500000 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -393223.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -393240.750000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -393240.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -393258.656250 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -393258.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -393274.718750 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -393274.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -393290.062500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -393290.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -393305.718750 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -393305.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -393318.031250 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -393318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -393327.500000 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -393327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -393337.281250 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -393337.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -393353.843750 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -393353.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -393365.062500 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -393365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -393373.812500 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -393373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -393381.031250 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -393381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -393384.187500 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -393384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -393390.656250 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -393390.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -393399.468750 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -393399.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -393409.656250 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -393409.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -393428.812500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -393428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -393453.218750 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -393453.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -393472.625000 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -393472.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -393490.281250 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -393490.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -393506.062500 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -393506.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -393518.562500 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -393518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -393532.437500 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -393532.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -393547.031250 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -393547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -393564.125000 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -393564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -393575.031250 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -393575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -393583.468750 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -393583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -393590.906250 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -393590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -393597.281250 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -393597.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -393601.562500 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -393601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -393608.531250 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -393608.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -393612.375000 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -393612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -393618.187500 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -393618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -393621.125000 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -393621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -393625.531250 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -393625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -393629.000000 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -393629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -393633.406250 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -393633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -393637.531250 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -393637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -393641.343750 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -393641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -393648.031250 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -393648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -393652.656250 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -393652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -393654.468750 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -393654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -393657.812500 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -393657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -393659.687500 Penalty: 3894.424072
	Iteration 55Q: 3 clusters Score -393659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -393665.718750 Penalty: 3894.424072
	Iteration 56Q: 3 clusters Score -393665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -393666.968750 Penalty: 3894.424072
	Iteration 57Q: 3 clusters Score -393667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -393667.906250 Penalty: 3894.424072
	Iteration 58Q: 3 clusters Score -393667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -393667.906250 Penalty: 3894.424072
	Iteration 59F: 3 clusters Score -393667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -749367.062500 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -749367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -744770.000000 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -744770 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -745904.125000 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -745904.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -746282.000000 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -746282 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -746655.250000 Penalty: 4236.775391
	Iteration 3F: 3 clusters Score -746655.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -746986.187500 Penalty: 4236.775391
	Iteration 4F: 3 clusters Score -746986.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -747250.750000 Penalty: 4236.775391
	Iteration 5F: 3 clusters Score -747250.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -747497.625000 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -747497.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -747657.687500 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -747657.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -747756.375000 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -747756.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -747823.187500 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -747823.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -747882.562500 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -747882.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -747920.312500 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -747920.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -747953.437500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -747953.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -747981.812500 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -747981.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -748010.812500 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -748010.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -748046.062500 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -748046.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -748087.812500 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -748087.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -748129.062500 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -748129.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -748167.687500 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -748167.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -748215.250000 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -748215.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -748285.812500 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -748285.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -748342.250000 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -748342.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -748398.187500 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -748398.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -748447.125000 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -748447.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -748495.937500 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -748495.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -748544.812500 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -748544.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -748589.187500 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -748589.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -748627.937500 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -748627.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -748650.687500 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -748650.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -748672.062500 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -748672.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -748691.625000 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -748691.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -748700.875000 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -748700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -748708.312500 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -748708.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -748715.062500 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -748715.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -748729.937500 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -748729.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -748739.750000 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -748739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -748749.000000 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -748749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -748754.937500 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -748754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -748758.187500 Penalty: 4236.775391
	Iteration 38Q: 3 clusters Score -748758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -748762.687500 Penalty: 4236.775391
	Iteration 39Q: 3 clusters Score -748762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -748764.437500 Penalty: 4236.775391
	Iteration 40F: 3 clusters Score -748764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -748767.437500 Penalty: 4236.775391
	Iteration 41Q: 3 clusters Score -748767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -748770.375000 Penalty: 4236.775391
	Iteration 42Q: 3 clusters Score -748770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -748773.500000 Penalty: 4236.775391
	Iteration 43Q: 3 clusters Score -748773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -748774.125000 Penalty: 4236.775391
	Iteration 44Q: 3 clusters Score -748774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -748775.750000 Penalty: 4236.775391
	Iteration 45Q: 3 clusters Score -748775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -748776.437500 Penalty: 4236.775391
	Iteration 46Q: 3 clusters Score -748776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -748776.562500 Penalty: 4236.775391
	Iteration 47Q: 3 clusters Score -748776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -748777.375000 Penalty: 4236.775391
	Iteration 48Q: 3 clusters Score -748777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -748777.750000 Penalty: 4236.775391
	Iteration 49Q: 3 clusters Score -748777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -748777.750000 Penalty: 4236.775391
	Iteration 50F: 3 clusters Score -748777.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -3424870.750000 Penalty: 2486.396973
	Iteration 0F: 2 clusters Score -3424871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3409049.750000 Penalty: 4972.793945
	Iteration 0F: 3 clusters Score -3409050 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3414439.500000 Penalty: 4972.793945
	Iteration 1F: 3 clusters Score -3414440 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3414797.500000 Penalty: 4972.793945
	Iteration 2Q: 3 clusters Score -3414798 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3415090.750000 Penalty: 4972.793945
	Iteration 3Q: 3 clusters Score -3415091 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3415319.500000 Penalty: 4972.793945
	Iteration 4Q: 3 clusters Score -3415320 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3415536.750000 Penalty: 4972.793945
	Iteration 5Q: 3 clusters Score -3415537 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3415758.500000 Penalty: 4972.793945
	Iteration 6Q: 3 clusters Score -3415758 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3415983.750000 Penalty: 4972.793945
	Iteration 7Q: 3 clusters Score -3415984 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3416228.500000 Penalty: 4972.793945
	Iteration 8Q: 3 clusters Score -3416228 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3416482.500000 Penalty: 4972.793945
	Iteration 9Q: 3 clusters Score -3416482 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3416777.000000 Penalty: 4972.793945
	Iteration 10Q: 3 clusters Score -3416777 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3417136.250000 Penalty: 4972.793945
	Iteration 11Q: 3 clusters Score -3417136 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3417484.250000 Penalty: 4972.793945
	Iteration 12Q: 3 clusters Score -3417484 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3417827.750000 Penalty: 4972.793945
	Iteration 13Q: 3 clusters Score -3417828 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3418198.500000 Penalty: 4972.793945
	Iteration 14Q: 3 clusters Score -3418198 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3418560.250000 Penalty: 4972.793945
	Iteration 15Q: 3 clusters Score -3418560 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3418876.750000 Penalty: 4972.793945
	Iteration 16Q: 3 clusters Score -3418877 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3419193.000000 Penalty: 4972.793945
	Iteration 17Q: 3 clusters Score -3419193 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3419536.750000 Penalty: 4972.793945
	Iteration 18Q: 3 clusters Score -3419537 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3419902.000000 Penalty: 4972.793945
	Iteration 19Q: 3 clusters Score -3419902 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3420309.000000 Penalty: 4972.793945
	Iteration 20F: 3 clusters Score -3420309 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3420705.500000 Penalty: 4972.793945
	Iteration 21Q: 3 clusters Score -3420706 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3421037.000000 Penalty: 4972.793945
	Iteration 22Q: 3 clusters Score -3421037 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3421324.750000 Penalty: 4972.793945
	Iteration 23Q: 3 clusters Score -3421325 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3421551.250000 Penalty: 4972.793945
	Iteration 24Q: 3 clusters Score -3421551 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3421734.000000 Penalty: 4972.793945
	Iteration 25Q: 3 clusters Score -3421734 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3421879.500000 Penalty: 4972.793945
	Iteration 26Q: 3 clusters Score -3421880 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3421981.250000 Penalty: 4972.793945
	Iteration 27Q: 3 clusters Score -3421981 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3422080.500000 Penalty: 4972.793945
	Iteration 28Q: 3 clusters Score -3422080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3422166.250000 Penalty: 4972.793945
	Iteration 29Q: 3 clusters Score -3422166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3422245.250000 Penalty: 4972.793945
	Iteration 30Q: 3 clusters Score -3422245 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3422301.250000 Penalty: 4972.793945
	Iteration 31Q: 3 clusters Score -3422301 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3422370.500000 Penalty: 4972.793945
	Iteration 32Q: 3 clusters Score -3422370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3422421.500000 Penalty: 4972.793945
	Iteration 33Q: 3 clusters Score -3422422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3422457.500000 Penalty: 4972.793945
	Iteration 34Q: 3 clusters Score -3422458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3422485.750000 Penalty: 4972.793945
	Iteration 35Q: 3 clusters Score -3422486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3422522.000000 Penalty: 4972.793945
	Iteration 36Q: 3 clusters Score -3422522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3422550.000000 Penalty: 4972.793945
	Iteration 37Q: 3 clusters Score -3422550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3422579.750000 Penalty: 4972.793945
	Iteration 38Q: 3 clusters Score -3422580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3422584.000000 Penalty: 4972.793945
	Iteration 39Q: 3 clusters Score -3422584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3422605.500000 Penalty: 4972.793945
	Iteration 40F: 3 clusters Score -3422606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3422617.500000 Penalty: 4972.793945
	Iteration 41Q: 3 clusters Score -3422618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3422641.000000 Penalty: 4972.793945
	Iteration 42Q: 3 clusters Score -3422641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3422657.000000 Penalty: 4972.793945
	Iteration 43Q: 3 clusters Score -3422657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3422670.750000 Penalty: 4972.793945
	Iteration 44Q: 3 clusters Score -3422671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3422685.000000 Penalty: 4972.793945
	Iteration 45Q: 3 clusters Score -3422685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3422704.750000 Penalty: 4972.793945
	Iteration 46Q: 3 clusters Score -3422705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3422727.000000 Penalty: 4972.793945
	Iteration 47Q: 3 clusters Score -3422727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3422745.000000 Penalty: 4972.793945
	Iteration 48Q: 3 clusters Score -3422745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3422759.500000 Penalty: 4972.793945
	Iteration 49Q: 3 clusters Score -3422760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3422779.250000 Penalty: 4972.793945
	Iteration 50Q: 3 clusters Score -3422779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3422788.750000 Penalty: 4972.793945
	Iteration 51Q: 3 clusters Score -3422789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3422796.750000 Penalty: 4972.793945
	Iteration 52Q: 3 clusters Score -3422797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3422795.500000 Penalty: 4972.793945
	Iteration 53Q: 3 clusters Score -3422796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3422800.750000 Penalty: 4972.793945
	Iteration 54Q: 3 clusters Score -3422801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3422807.500000 Penalty: 4972.793945
	Iteration 55Q: 3 clusters Score -3422808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3422808.750000 Penalty: 4972.793945
	Iteration 56Q: 3 clusters Score -3422809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3422811.750000 Penalty: 4972.793945
	Iteration 57Q: 3 clusters Score -3422812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3422819.000000 Penalty: 4972.793945
	Iteration 58Q: 3 clusters Score -3422819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3422819.250000 Penalty: 4972.793945
	Iteration 59Q: 3 clusters Score -3422819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3422818.750000 Penalty: 4972.793945
	Iteration 60F: 3 clusters Score -3422819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3422822.500000 Penalty: 4972.793945
	Iteration 61Q: 3 clusters Score -3422822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3422822.500000 Penalty: 4972.793945
	Iteration 62F: 3 clusters Score -3422822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -551918.562500 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -551918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -547912.562500 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -547912.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -548988.500000 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -548988.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -549574.750000 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -549574.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -550276.250000 Penalty: 4142.867188
	Iteration 3F: 3 clusters Score -550276.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -550808.062500 Penalty: 4142.867188
	Iteration 4F: 3 clusters Score -550808.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -551039.875000 Penalty: 4142.867188
	Iteration 5F: 3 clusters Score -551039.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -551147.312500 Penalty: 4142.867188
	Iteration 6Q: 3 clusters Score -551147.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -551210.625000 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -551210.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -551238.625000 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -551238.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -551262.125000 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -551262.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -551284.375000 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -551284.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -551303.375000 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -551303.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -551319.750000 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -551319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -551328.187500 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -551328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -551331.812500 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -551331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -551334.187500 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -551334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -551335.312500 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -551335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -551336.562500 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -551336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -551337.187500 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -551337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -551339.312500 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -551339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -551339.062500 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -551339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Entering Unmasked Estep 
Score: -2271088.750000 Penalty: 2398.232910
	Iteration 0F: 2 clusters Score -2271089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2259762.250000 Penalty: 4796.465820
	Iteration 0F: 3 clusters Score -2259762 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2263554.500000 Penalty: 4796.465820
	Iteration 1F: 3 clusters Score -2263554 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2263960.750000 Penalty: 4796.465820
	Iteration 2F: 3 clusters Score -2263961 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2264378.000000 Penalty: 4796.465820
	Iteration 3F: 3 clusters Score -2264378 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2264752.250000 Penalty: 4796.465820
	Iteration 4Q: 3 clusters Score -2264752 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2265085.500000 Penalty: 4796.465820
	Iteration 5Q: 3 clusters Score -2265086 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2265374.500000 Penalty: 4796.465820
	Iteration 6Q: 3 clusters Score -2265374 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2265627.750000 Penalty: 4796.465820
	Iteration 7Q: 3 clusters Score -2265628 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2265869.250000 Penalty: 4796.465820
	Iteration 8Q: 3 clusters Score -2265869 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2266132.500000 Penalty: 4796.465820
	Iteration 9Q: 3 clusters Score -2266132 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2266424.750000 Penalty: 4796.465820
	Iteration 10Q: 3 clusters Score -2266425 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2266740.000000 Penalty: 4796.465820
	Iteration 11Q: 3 clusters Score -2266740 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2267028.500000 Penalty: 4796.465820
	Iteration 12Q: 3 clusters Score -2267028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2267235.000000 Penalty: 4796.465820
	Iteration 13Q: 3 clusters Score -2267235 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2267390.000000 Penalty: 4796.465820
	Iteration 14Q: 3 clusters Score -2267390 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2267514.250000 Penalty: 4796.465820
	Iteration 15Q: 3 clusters Score -2267514 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2267628.500000 Penalty: 4796.465820
	Iteration 16Q: 3 clusters Score -2267628 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2267733.250000 Penalty: 4796.465820
	Iteration 17Q: 3 clusters Score -2267733 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2267820.000000 Penalty: 4796.465820
	Iteration 18Q: 3 clusters Score -2267820 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2267915.500000 Penalty: 4796.465820
	Iteration 19Q: 3 clusters Score -2267916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2268007.000000 Penalty: 4796.465820
	Iteration 20F: 3 clusters Score -2268007 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2268079.500000 Penalty: 4796.465820
	Iteration 21Q: 3 clusters Score -2268080 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2268168.000000 Penalty: 4796.465820
	Iteration 22Q: 3 clusters Score -2268168 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2268244.250000 Penalty: 4796.465820
	Iteration 23Q: 3 clusters Score -2268244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2268356.500000 Penalty: 4796.465820
	Iteration 24Q: 3 clusters Score -2268356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2268446.750000 Penalty: 4796.465820
	Iteration 25Q: 3 clusters Score -2268447 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2268539.000000 Penalty: 4796.465820
	Iteration 26Q: 3 clusters Score -2268539 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2268626.500000 Penalty: 4796.465820
	Iteration 27Q: 3 clusters Score -2268626 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2268702.250000 Penalty: 4796.465820
	Iteration 28Q: 3 clusters Score -2268702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2268758.500000 Penalty: 4796.465820
	Iteration 29Q: 3 clusters Score -2268758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2268814.000000 Penalty: 4796.465820
	Iteration 30Q: 3 clusters Score -2268814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2268868.000000 Penalty: 4796.465820
	Iteration 31Q: 3 clusters Score -2268868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2268915.750000 Penalty: 4796.465820
	Iteration 32Q: 3 clusters Score -2268916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2268963.500000 Penalty: 4796.465820
	Iteration 33Q: 3 clusters Score -2268964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2269001.750000 Penalty: 4796.465820
	Iteration 34Q: 3 clusters Score -2269002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2269044.500000 Penalty: 4796.465820
	Iteration 35Q: 3 clusters Score -2269044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2269078.250000 Penalty: 4796.465820
	Iteration 36Q: 3 clusters Score -2269078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2269107.250000 Penalty: 4796.465820
	Iteration 37Q: 3 clusters Score -2269107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2269132.750000 Penalty: 4796.465820
	Iteration 38Q: 3 clusters Score -2269133 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2269159.750000 Penalty: 4796.465820
	Iteration 39Q: 3 clusters Score -2269160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2269187.000000 Penalty: 4796.465820
	Iteration 40F: 3 clusters Score -2269187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2269221.500000 Penalty: 4796.465820
	Iteration 41Q: 3 clusters Score -2269222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2269246.750000 Penalty: 4796.465820
	Iteration 42Q: 3 clusters Score -2269247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2269264.750000 Penalty: 4796.465820
	Iteration 43Q: 3 clusters Score -2269265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2269283.750000 Penalty: 4796.465820
	Iteration 44Q: 3 clusters Score -2269284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2269307.750000 Penalty: 4796.465820
	Iteration 45Q: 3 clusters Score -2269308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2269328.750000 Penalty: 4796.465820
	Iteration 46Q: 3 clusters Score -2269329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2269334.000000 Penalty: 4796.465820
	Iteration 47Q: 3 clusters Score -2269334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2269344.500000 Penalty: 4796.465820
	Iteration 48Q: 3 clusters Score -2269344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2269357.500000 Penalty: 4796.465820
	Iteration 49Q: 3 clusters Score -2269358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2269372.250000 Penalty: 4796.465820
	Iteration 50Q: 3 clusters Score -2269372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2269376.750000 Penalty: 4796.465820
	Iteration 51Q: 3 clusters Score -2269377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2269390.000000 Penalty: 4796.465820
	Iteration 52Q: 3 clusters Score -2269390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2269407.000000 Penalty: 4796.465820
	Iteration 53Q: 3 clusters Score -2269407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2269423.000000 Penalty: 4796.465820
	Iteration 54Q: 3 clusters Score -2269423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2269427.750000 Penalty: 4796.465820
	Iteration 55Q: 3 clusters Score -2269428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2269440.750000 Penalty: 4796.465820
	Iteration 56Q: 3 clusters Score -2269441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2269461.500000 Penalty: 4796.465820
	Iteration 57Q: 3 clusters Score -2269462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2269476.500000 Penalty: 4796.465820
	Iteration 58Q: 3 clusters Score -2269476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2269492.500000 Penalty: 4796.465820
	Iteration 59Q: 3 clusters Score -2269492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2269520.250000 Penalty: 4796.465820
	Iteration 60F: 3 clusters Score -2269520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2269543.250000 Penalty: 4796.465820
	Iteration 61Q: 3 clusters Score -2269543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2269550.750000 Penalty: 4796.465820
	Iteration 62Q: 3 clusters Score -2269551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2269557.000000 Penalty: 4796.465820
	Iteration 63Q: 3 clusters Score -2269557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2269558.500000 Penalty: 4796.465820
	Iteration 64Q: 3 clusters Score -2269558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2269564.000000 Penalty: 4796.465820
	Iteration 65Q: 3 clusters Score -2269564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2269571.250000 Penalty: 4796.465820
	Iteration 66Q: 3 clusters Score -2269571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2269584.500000 Penalty: 4796.465820
	Iteration 67Q: 3 clusters Score -2269584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2269588.000000 Penalty: 4796.465820
	Iteration 68Q: 3 clusters Score -2269588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2269590.500000 Penalty: 4796.465820
	Iteration 69Q: 3 clusters Score -2269590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2269601.750000 Penalty: 4796.465820
	Iteration 70Q: 3 clusters Score -2269602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2269609.000000 Penalty: 4796.465820
	Iteration 71Q: 3 clusters Score -2269609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2269611.750000 Penalty: 4796.465820
	Iteration 72Q: 3 clusters Score -2269612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2269620.500000 Penalty: 4796.465820
	Iteration 73Q: 3 clusters Score -2269620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2269623.250000 Penalty: 4796.465820
	Iteration 74Q: 3 clusters Score -2269623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2269628.500000 Penalty: 4796.465820
	Iteration 75Q: 3 clusters Score -2269628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2269642.250000 Penalty: 4796.465820
	Iteration 76Q: 3 clusters Score -2269642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2269651.250000 Penalty: 4796.465820
	Iteration 77Q: 3 clusters Score -2269651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2269658.250000 Penalty: 4796.465820
	Iteration 78Q: 3 clusters Score -2269658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2269662.250000 Penalty: 4796.465820
	Iteration 79Q: 3 clusters Score -2269662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2269666.500000 Penalty: 4796.465820
	Iteration 80F: 3 clusters Score -2269666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2269664.750000 Penalty: 4796.465820
	Iteration 81Q: 3 clusters Score -2269665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2269668.250000 Penalty: 4796.465820
	Iteration 82Q: 3 clusters Score -2269668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2269669.750000 Penalty: 4796.465820
	Iteration 83Q: 3 clusters Score -2269670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2269682.750000 Penalty: 4796.465820
	Iteration 84Q: 3 clusters Score -2269683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2269689.000000 Penalty: 4796.465820
	Iteration 85Q: 3 clusters Score -2269689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2269689.000000 Penalty: 4796.465820
	Iteration 86Q: 3 clusters Score -2269689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2269687.250000 Penalty: 4796.465820
	Iteration 87Q: 3 clusters Score -2269687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2269698.000000 Penalty: 4796.465820
	Iteration 88Q: 3 clusters Score -2269698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2269704.000000 Penalty: 4796.465820
	Iteration 89Q: 3 clusters Score -2269704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2269709.500000 Penalty: 4796.465820
	Iteration 90Q: 3 clusters Score -2269710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2269709.750000 Penalty: 4796.465820
	Iteration 91Q: 3 clusters Score -2269710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2269709.750000 Penalty: 4796.465820
	Iteration 92F: 3 clusters Score -2269710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Entering Unmasked Estep 
Score: -2314043.750000 Penalty: 2387.857666
	Iteration 0F: 2 clusters Score -2314044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2303105.500000 Penalty: 4775.715332
	Iteration 0F: 3 clusters Score -2303106 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2306863.500000 Penalty: 4775.715332
	Iteration 1F: 3 clusters Score -2306864 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2307454.250000 Penalty: 4775.715332
	Iteration 2F: 3 clusters Score -2307454 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2308095.500000 Penalty: 4775.715332
	Iteration 3F: 3 clusters Score -2308096 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2308732.750000 Penalty: 4775.715332
	Iteration 4F: 3 clusters Score -2308733 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2309452.000000 Penalty: 4775.715332
	Iteration 5F: 3 clusters Score -2309452 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2310268.250000 Penalty: 4775.715332
	Iteration 6F: 3 clusters Score -2310268 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2311026.500000 Penalty: 4775.715332
	Iteration 7F: 3 clusters Score -2311026 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2311589.250000 Penalty: 4775.715332
	Iteration 8F: 3 clusters Score -2311589 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2311990.750000 Penalty: 4775.715332
	Iteration 9Q: 3 clusters Score -2311991 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2312185.500000 Penalty: 4775.715332
	Iteration 10Q: 3 clusters Score -2312186 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2312289.500000 Penalty: 4775.715332
	Iteration 11Q: 3 clusters Score -2312290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2312348.500000 Penalty: 4775.715332
	Iteration 12Q: 3 clusters Score -2312348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2312387.000000 Penalty: 4775.715332
	Iteration 13Q: 3 clusters Score -2312387 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2312410.500000 Penalty: 4775.715332
	Iteration 14Q: 3 clusters Score -2312410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2312437.750000 Penalty: 4775.715332
	Iteration 15Q: 3 clusters Score -2312438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2312456.500000 Penalty: 4775.715332
	Iteration 16Q: 3 clusters Score -2312456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2312463.750000 Penalty: 4775.715332
	Iteration 17Q: 3 clusters Score -2312464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2312476.500000 Penalty: 4775.715332
	Iteration 18Q: 3 clusters Score -2312476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2312488.750000 Penalty: 4775.715332
	Iteration 19Q: 3 clusters Score -2312489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2312503.750000 Penalty: 4775.715332
	Iteration 20F: 3 clusters Score -2312504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2312508.250000 Penalty: 4775.715332
	Iteration 21Q: 3 clusters Score -2312508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2312512.750000 Penalty: 4775.715332
	Iteration 22Q: 3 clusters Score -2312513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2312517.250000 Penalty: 4775.715332
	Iteration 23Q: 3 clusters Score -2312517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2312527.500000 Penalty: 4775.715332
	Iteration 24Q: 3 clusters Score -2312528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2312527.750000 Penalty: 4775.715332
	Iteration 25Q: 3 clusters Score -2312528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2312535.750000 Penalty: 4775.715332
	Iteration 26Q: 3 clusters Score -2312536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2312535.750000 Penalty: 4775.715332
	Iteration 27Q: 3 clusters Score -2312536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2312539.750000 Penalty: 4775.715332
	Iteration 28Q: 3 clusters Score -2312540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2312547.750000 Penalty: 4775.715332
	Iteration 29Q: 3 clusters Score -2312548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2312548.750000 Penalty: 4775.715332
	Iteration 30Q: 3 clusters Score -2312549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2312558.000000 Penalty: 4775.715332
	Iteration 31Q: 3 clusters Score -2312558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2312563.500000 Penalty: 4775.715332
	Iteration 32Q: 3 clusters Score -2312564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2312576.000000 Penalty: 4775.715332
	Iteration 33Q: 3 clusters Score -2312576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2312580.750000 Penalty: 4775.715332
	Iteration 34Q: 3 clusters Score -2312581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2312588.250000 Penalty: 4775.715332
	Iteration 35Q: 3 clusters Score -2312588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2312594.000000 Penalty: 4775.715332
	Iteration 36Q: 3 clusters Score -2312594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2312603.250000 Penalty: 4775.715332
	Iteration 37Q: 3 clusters Score -2312603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2312614.000000 Penalty: 4775.715332
	Iteration 38Q: 3 clusters Score -2312614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2312617.500000 Penalty: 4775.715332
	Iteration 39Q: 3 clusters Score -2312618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2312621.250000 Penalty: 4775.715332
	Iteration 40F: 3 clusters Score -2312621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2312626.000000 Penalty: 4775.715332
	Iteration 41Q: 3 clusters Score -2312626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2312634.250000 Penalty: 4775.715332
	Iteration 42Q: 3 clusters Score -2312634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2312641.750000 Penalty: 4775.715332
	Iteration 43Q: 3 clusters Score -2312642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2312660.500000 Penalty: 4775.715332
	Iteration 44Q: 3 clusters Score -2312660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2312664.750000 Penalty: 4775.715332
	Iteration 45Q: 3 clusters Score -2312665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2312677.250000 Penalty: 4775.715332
	Iteration 46Q: 3 clusters Score -2312677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2312694.000000 Penalty: 4775.715332
	Iteration 47Q: 3 clusters Score -2312694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2312710.000000 Penalty: 4775.715332
	Iteration 48Q: 3 clusters Score -2312710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2312731.250000 Penalty: 4775.715332
	Iteration 49Q: 3 clusters Score -2312731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2312765.750000 Penalty: 4775.715332
	Iteration 50Q: 3 clusters Score -2312766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2312807.500000 Penalty: 4775.715332
	Iteration 51Q: 3 clusters Score -2312808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2312861.500000 Penalty: 4775.715332
	Iteration 52Q: 3 clusters Score -2312862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2312914.000000 Penalty: 4775.715332
	Iteration 53Q: 3 clusters Score -2312914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2312974.500000 Penalty: 4775.715332
	Iteration 54Q: 3 clusters Score -2312974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2313076.250000 Penalty: 4775.715332
	Iteration 55Q: 3 clusters Score -2313076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2313210.750000 Penalty: 4775.715332
	Iteration 56Q: 3 clusters Score -2313211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2313272.000000 Penalty: 4775.715332
	Iteration 57Q: 3 clusters Score -2313272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2313304.250000 Penalty: 4775.715332
	Iteration 58Q: 3 clusters Score -2313304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2313323.000000 Penalty: 4775.715332
	Iteration 59Q: 3 clusters Score -2313323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2313343.500000 Penalty: 4775.715332
	Iteration 60F: 3 clusters Score -2313344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2313348.750000 Penalty: 4775.715332
	Iteration 61Q: 3 clusters Score -2313349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2313357.000000 Penalty: 4775.715332
	Iteration 62Q: 3 clusters Score -2313357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2313359.250000 Penalty: 4775.715332
	Iteration 63Q: 3 clusters Score -2313359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2313363.500000 Penalty: 4775.715332
	Iteration 64Q: 3 clusters Score -2313364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2313362.250000 Penalty: 4775.715332
	Iteration 65Q: 3 clusters Score -2313362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2313361.750000 Penalty: 4775.715332
	Iteration 66Q: 3 clusters Score -2313362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2313361.750000 Penalty: 4775.715332
	Iteration 67F: 3 clusters Score -2313362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -321161.062500 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -321161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -318447.656250 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -318447.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -318948.468750 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -318948.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -319090.687500 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -319090.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -319187.312500 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -319187.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -319249.687500 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -319249.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -319298.281250 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -319298.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -319340.750000 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -319340.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -319371.812500 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -319371.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -319409.781250 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -319409.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -319455.156250 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -319455.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -319499.812500 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -319499.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -319534.312500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -319534.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -319563.437500 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -319563.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -319585.843750 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -319585.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -319615.875000 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -319615.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -319649.125000 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -319649.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319682.625000 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -319682.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -319711.625000 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -319711.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319740.500000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -319740.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -319762.593750 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -319762.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -319778.250000 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -319778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319789.812500 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -319789.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -319804.500000 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -319804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319808.000000 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -319808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -319813.031250 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -319813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319821.500000 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -319821.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319835.281250 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -319835.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -319838.968750 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -319839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319841.625000 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -319841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319846.562500 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -319846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -319853.218750 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -319853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -319862.656250 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -319862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -319866.156250 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -319866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -319869.125000 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -319869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319870.500000 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -319870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -319873.000000 Penalty: 3802.678467
	Iteration 35Q: 3 clusters Score -319873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319873.468750 Penalty: 3802.678467
	Iteration 36Q: 3 clusters Score -319873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319874.812500 Penalty: 3802.678467
	Iteration 37Q: 3 clusters Score -319874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319874.812500 Penalty: 3802.678467
	Iteration 38F: 3 clusters Score -319874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -110110.484375 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -110110.5 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 405 members 
Entering Unmasked Estep 
Score: -108324.031250 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -108324 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108702.671875 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -108702.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108873.101562 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -108873.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108981.085938 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -108981.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -109074.156250 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -109074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109141.375000 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -109141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -109220.421875 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -109220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109288.734375 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -109288.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109404.281250 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -109404.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -109454.609375 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -109454.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -109485.781250 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -109485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109490.625000 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -109490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109490.625000 Penalty: 3325.996826
	Iteration 12F: 3 clusters Score -109490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -353012.875000 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -353012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -350230.250000 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -350230.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -350722.156250 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -350722.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -350844.625000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -350844.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -350908.843750 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -350908.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -350956.562500 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -350956.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -350988.812500 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -350988.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -351016.187500 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -351016.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -351040.937500 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -351040.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -351068.343750 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -351068.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -351094.968750 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -351095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -351123.687500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -351123.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -351166.093750 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -351166.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -351223.187500 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -351223.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -351287.312500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -351287.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -351331.687500 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -351331.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -351374.156250 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -351374.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -351430.375000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -351430.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -351490.125000 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -351490.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -351534.968750 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -351535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -351582.062500 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -351582.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -351645.531250 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -351645.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -351705.750000 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -351705.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -351763.375000 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -351763.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -351815.687500 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -351815.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -351866.906250 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -351866.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -351911.906250 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -351911.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -351968.906250 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -351968.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -352019.687500 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -352019.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -352066.312500 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -352066.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352109.531250 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -352109.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -352145.000000 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -352145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -352167.406250 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -352167.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -352185.750000 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -352185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -352199.593750 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -352199.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -352222.656250 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -352222.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -352240.531250 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -352240.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -352251.843750 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -352251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -352261.125000 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -352261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -352267.968750 Penalty: 3841.736084
	Iteration 38Q: 3 clusters Score -352268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -352281.031250 Penalty: 3841.736084
	Iteration 39Q: 3 clusters Score -352281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -352290.593750 Penalty: 3841.736084
	Iteration 40F: 3 clusters Score -352290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -352298.875000 Penalty: 3841.736084
	Iteration 41Q: 3 clusters Score -352298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -352307.875000 Penalty: 3841.736084
	Iteration 42Q: 3 clusters Score -352307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -352317.187500 Penalty: 3841.736084
	Iteration 43Q: 3 clusters Score -352317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -352328.187500 Penalty: 3841.736084
	Iteration 44Q: 3 clusters Score -352328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -352335.562500 Penalty: 3841.736084
	Iteration 45Q: 3 clusters Score -352335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -352342.625000 Penalty: 3841.736084
	Iteration 46Q: 3 clusters Score -352342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -352346.937500 Penalty: 3841.736084
	Iteration 47Q: 3 clusters Score -352346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -352349.343750 Penalty: 3841.736084
	Iteration 48Q: 3 clusters Score -352349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -352352.843750 Penalty: 3841.736084
	Iteration 49Q: 3 clusters Score -352352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -352353.781250 Penalty: 3841.736084
	Iteration 50Q: 3 clusters Score -352353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -352353.781250 Penalty: 3841.736084
	Iteration 51F: 3 clusters Score -352353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -20118.011719 Penalty: 1287.853271
	Iteration 0F: 2 clusters Score -20118.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19064.767578 Penalty: 2575.706543
	Iteration 0F: 3 clusters Score -19064.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19110.472656 Penalty: 2575.706543
	Iteration 1F: 3 clusters Score -19110.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19125.103516 Penalty: 2575.706543
	Iteration 2Q: 3 clusters Score -19125.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19125.103516 Penalty: 2575.706543
	Iteration 3F: 3 clusters Score -19125.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -340907.375000 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -340907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -338047.187500 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -338047.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -338877.500000 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -338877.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -339203.718750 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -339203.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -339423.593750 Penalty: 3866.640625
	Iteration 3F: 3 clusters Score -339423.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -339613.312500 Penalty: 3866.640625
	Iteration 4F: 3 clusters Score -339613.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -339723.281250 Penalty: 3866.640625
	Iteration 5Q: 3 clusters Score -339723.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339830.000000 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -339830 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -339923.687500 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -339923.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339976.562500 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -339976.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -340000.250000 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -340000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340015.156250 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -340015.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340031.718750 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -340031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -340043.312500 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -340043.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340050.968750 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -340051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340062.937500 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -340062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340068.406250 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -340068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -340072.218750 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -340072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -340074.750000 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -340074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -340077.281250 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -340077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -340077.812500 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -340077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -340077.812500 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -340077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -644206.375000 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -644206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -640044.562500 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -640044.6 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -640970.000000 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -640970 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -641209.750000 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -641209.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -641388.625000 Penalty: 4164.380859
	Iteration 3F: 3 clusters Score -641388.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -641520.812500 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -641520.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -641612.750000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -641612.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -641690.437500 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -641690.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -641733.812500 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -641733.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -641793.687500 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -641793.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -641869.062500 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -641869.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -641945.562500 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -641945.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -642012.812500 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -642012.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -642058.875000 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -642058.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -642095.187500 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -642095.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -642122.812500 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -642122.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -642156.625000 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -642156.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -642187.750000 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -642187.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -642219.000000 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -642219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -642245.687500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -642245.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -642276.687500 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -642276.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -642309.000000 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -642309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -642334.875000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -642334.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -642354.812500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -642354.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -642375.125000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -642375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -642387.937500 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -642387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -642402.750000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -642402.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -642411.250000 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -642411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -642419.937500 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -642419.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -642432.562500 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -642432.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -642443.812500 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -642443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -642448.812500 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -642448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -642454.750000 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -642454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -642458.250000 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -642458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -642459.875000 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -642459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -642462.312500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -642462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -642464.250000 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -642464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -642465.937500 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -642465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -642467.312500 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -642467.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -642471.375000 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -642471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -642473.250000 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -642473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -642477.812500 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -642477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -642482.187500 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -642482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -642484.187500 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -642484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -642485.625000 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -642485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -642487.250000 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -642487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -642489.125000 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -642489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -642492.875000 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -642492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -642495.750000 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -642495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -642496.000000 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -642496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -642496.000000 Penalty: 4164.380859
	Iteration 49F: 3 clusters Score -642496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Entering Unmasked Estep 
Score: -5772665.000000 Penalty: 2616.267090
	Iteration 0F: 2 clusters Score -5772665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5746604.500000 Penalty: 5232.534180
	Iteration 0F: 3 clusters Score -5746604 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5756243.500000 Penalty: 5232.534180
	Iteration 1F: 3 clusters Score -5756244 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5756795.000000 Penalty: 5232.534180
	Iteration 2Q: 3 clusters Score -5756795 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -5757538.000000 Penalty: 5232.534180
	Iteration 3Q: 3 clusters Score -5757538 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5758525.000000 Penalty: 5232.534180
	Iteration 4Q: 3 clusters Score -5758525 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5759669.500000 Penalty: 5232.534180
	Iteration 5F: 3 clusters Score -5759670 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5760991.000000 Penalty: 5232.534180
	Iteration 6F: 3 clusters Score -5760991 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5762478.000000 Penalty: 5232.534180
	Iteration 7F: 3 clusters Score -5762478 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5764207.500000 Penalty: 5232.534180
	Iteration 8F: 3 clusters Score -5764208 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5766037.500000 Penalty: 5232.534180
	Iteration 9F: 3 clusters Score -5766038 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -5767544.500000 Penalty: 5232.534180
	Iteration 10Q: 3 clusters Score -5767544 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -5768451.000000 Penalty: 5232.534180
	Iteration 11Q: 3 clusters Score -5768451 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5768942.000000 Penalty: 5232.534180
	Iteration 12Q: 3 clusters Score -5768942 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -5769206.500000 Penalty: 5232.534180
	Iteration 13Q: 3 clusters Score -5769206 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5769455.500000 Penalty: 5232.534180
	Iteration 14Q: 3 clusters Score -5769456 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5769659.500000 Penalty: 5232.534180
	Iteration 15Q: 3 clusters Score -5769660 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5769880.000000 Penalty: 5232.534180
	Iteration 16Q: 3 clusters Score -5769880 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -5770112.000000 Penalty: 5232.534180
	Iteration 17Q: 3 clusters Score -5770112 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5770330.000000 Penalty: 5232.534180
	Iteration 18Q: 3 clusters Score -5770330 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -5770583.500000 Penalty: 5232.534180
	Iteration 19Q: 3 clusters Score -5770584 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5770859.000000 Penalty: 5232.534180
	Iteration 20F: 3 clusters Score -5770859 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5771116.000000 Penalty: 5232.534180
	Iteration 21Q: 3 clusters Score -5771116 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5771346.500000 Penalty: 5232.534180
	Iteration 22Q: 3 clusters Score -5771346 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5771467.500000 Penalty: 5232.534180
	Iteration 23Q: 3 clusters Score -5771468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5771565.500000 Penalty: 5232.534180
	Iteration 24Q: 3 clusters Score -5771566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5771659.000000 Penalty: 5232.534180
	Iteration 25Q: 3 clusters Score -5771659 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -5771737.500000 Penalty: 5232.534180
	Iteration 26Q: 3 clusters Score -5771738 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5771782.000000 Penalty: 5232.534180
	Iteration 27Q: 3 clusters Score -5771782 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5771835.500000 Penalty: 5232.534180
	Iteration 28Q: 3 clusters Score -5771836 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5771898.000000 Penalty: 5232.534180
	Iteration 29Q: 3 clusters Score -5771898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -5771934.000000 Penalty: 5232.534180
	Iteration 30Q: 3 clusters Score -5771934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -5771970.000000 Penalty: 5232.534180
	Iteration 31Q: 3 clusters Score -5771970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5771994.000000 Penalty: 5232.534180
	Iteration 32Q: 3 clusters Score -5771994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -5772002.000000 Penalty: 5232.534180
	Iteration 33Q: 3 clusters Score -5772002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -5772003.500000 Penalty: 5232.534180
	Iteration 34Q: 3 clusters Score -5772004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5772028.500000 Penalty: 5232.534180
	Iteration 35Q: 3 clusters Score -5772028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5772059.000000 Penalty: 5232.534180
	Iteration 36Q: 3 clusters Score -5772059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -5772078.000000 Penalty: 5232.534180
	Iteration 37Q: 3 clusters Score -5772078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5772076.500000 Penalty: 5232.534180
	Iteration 38Q: 3 clusters Score -5772076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5772076.000000 Penalty: 5232.534180
	Iteration 39Q: 3 clusters Score -5772076 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5772081.000000 Penalty: 5232.534180
	Iteration 40F: 3 clusters Score -5772081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5772082.500000 Penalty: 5232.534180
	Iteration 41Q: 3 clusters Score -5772082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5772094.000000 Penalty: 5232.534180
	Iteration 42Q: 3 clusters Score -5772094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5772092.000000 Penalty: 5232.534180
	Iteration 43Q: 3 clusters Score -5772092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -5772113.500000 Penalty: 5232.534180
	Iteration 44Q: 3 clusters Score -5772114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5772124.000000 Penalty: 5232.534180
	Iteration 45Q: 3 clusters Score -5772124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -5772122.000000 Penalty: 5232.534180
	Iteration 46Q: 3 clusters Score -5772122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5772118.000000 Penalty: 5232.534180
	Iteration 47Q: 3 clusters Score -5772118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5772107.000000 Penalty: 5232.534180
	Iteration 48Q: 3 clusters Score -5772107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5772121.000000 Penalty: 5232.534180
	Iteration 49Q: 3 clusters Score -5772121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5772119.500000 Penalty: 5232.534180
	Iteration 50Q: 3 clusters Score -5772120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5772115.500000 Penalty: 5232.534180
	Iteration 51Q: 3 clusters Score -5772116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5772120.000000 Penalty: 5232.534180
	Iteration 52Q: 3 clusters Score -5772120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5772119.500000 Penalty: 5232.534180
	Iteration 53Q: 3 clusters Score -5772120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -5772123.500000 Penalty: 5232.534180
	Iteration 54Q: 3 clusters Score -5772124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5772120.000000 Penalty: 5232.534180
	Iteration 55Q: 3 clusters Score -5772120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5772119.500000 Penalty: 5232.534180
	Iteration 56Q: 3 clusters Score -5772120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5772125.000000 Penalty: 5232.534180
	Iteration 57Q: 3 clusters Score -5772125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5772128.000000 Penalty: 5232.534180
	Iteration 58Q: 3 clusters Score -5772128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5772135.000000 Penalty: 5232.534180
	Iteration 59Q: 3 clusters Score -5772135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -5772143.000000 Penalty: 5232.534180
	Iteration 60F: 3 clusters Score -5772143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5772132.500000 Penalty: 5232.534180
	Iteration 61Q: 3 clusters Score -5772132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5772133.000000 Penalty: 5232.534180
	Iteration 62Q: 3 clusters Score -5772133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5772135.000000 Penalty: 5232.534180
	Iteration 63Q: 3 clusters Score -5772135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5772127.000000 Penalty: 5232.534180
	Iteration 64Q: 3 clusters Score -5772127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5772125.000000 Penalty: 5232.534180
	Iteration 65Q: 3 clusters Score -5772125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5772127.000000 Penalty: 5232.534180
	Iteration 66Q: 3 clusters Score -5772127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5772126.000000 Penalty: 5232.534180
	Iteration 67Q: 3 clusters Score -5772126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -5772128.000000 Penalty: 5232.534180
	Iteration 68Q: 3 clusters Score -5772128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5772125.500000 Penalty: 5232.534180
	Iteration 69Q: 3 clusters Score -5772126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5772131.000000 Penalty: 5232.534180
	Iteration 70Q: 3 clusters Score -5772131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -5772127.500000 Penalty: 5232.534180
	Iteration 71Q: 3 clusters Score -5772128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5772118.500000 Penalty: 5232.534180
	Iteration 72Q: 3 clusters Score -5772118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5772111.000000 Penalty: 5232.534180
	Iteration 73Q: 3 clusters Score -5772111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5772109.000000 Penalty: 5232.534180
	Iteration 74Q: 3 clusters Score -5772109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -5772118.500000 Penalty: 5232.534180
	Iteration 75Q: 3 clusters Score -5772118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5772117.000000 Penalty: 5232.534180
	Iteration 76Q: 3 clusters Score -5772117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5772121.000000 Penalty: 5232.534180
	Iteration 77Q: 3 clusters Score -5772121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -5772132.500000 Penalty: 5232.534180
	Iteration 78Q: 3 clusters Score -5772132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -5772128.500000 Penalty: 5232.534180
	Iteration 79Q: 3 clusters Score -5772128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5772141.500000 Penalty: 5232.534180
	Iteration 80F: 3 clusters Score -5772142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5772137.500000 Penalty: 5232.534180
	Iteration 81Q: 3 clusters Score -5772138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5772135.000000 Penalty: 5232.534180
	Iteration 82Q: 3 clusters Score -5772135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -5772135.500000 Penalty: 5232.534180
	Iteration 83Q: 3 clusters Score -5772136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5772124.500000 Penalty: 5232.534180
	Iteration 84Q: 3 clusters Score -5772124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -5772122.000000 Penalty: 5232.534180
	Iteration 85Q: 3 clusters Score -5772122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5772119.500000 Penalty: 5232.534180
	Iteration 86Q: 3 clusters Score -5772120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5772116.500000 Penalty: 5232.534180
	Iteration 87Q: 3 clusters Score -5772116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -5772119.000000 Penalty: 5232.534180
	Iteration 88Q: 3 clusters Score -5772119 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -5772118.000000 Penalty: 5232.534180
	Iteration 89Q: 3 clusters Score -5772118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5772116.000000 Penalty: 5232.534180
	Iteration 90Q: 3 clusters Score -5772116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -5772119.500000 Penalty: 5232.534180
	Iteration 91Q: 3 clusters Score -5772120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5772117.500000 Penalty: 5232.534180
	Iteration 92Q: 3 clusters Score -5772118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5772108.000000 Penalty: 5232.534180
	Iteration 93Q: 3 clusters Score -5772108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5772104.500000 Penalty: 5232.534180
	Iteration 94Q: 3 clusters Score -5772104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5772117.000000 Penalty: 5232.534180
	Iteration 95Q: 3 clusters Score -5772117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5772112.500000 Penalty: 5232.534180
	Iteration 96Q: 3 clusters Score -5772112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5772113.500000 Penalty: 5232.534180
	Iteration 97Q: 3 clusters Score -5772114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5772129.000000 Penalty: 5232.534180
	Iteration 98Q: 3 clusters Score -5772129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -5772139.500000 Penalty: 5232.534180
	Iteration 99Q: 3 clusters Score -5772140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5772136.500000 Penalty: 5232.534180
	Iteration 100F: 3 clusters Score -5772136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5772137.500000 Penalty: 5232.534180
	Iteration 101Q: 3 clusters Score -5772138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5772141.500000 Penalty: 5232.534180
	Iteration 102Q: 3 clusters Score -5772142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -5772138.000000 Penalty: 5232.534180
	Iteration 103Q: 3 clusters Score -5772138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5772141.500000 Penalty: 5232.534180
	Iteration 104Q: 3 clusters Score -5772142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5772131.000000 Penalty: 5232.534180
	Iteration 105Q: 3 clusters Score -5772131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5772134.000000 Penalty: 5232.534180
	Iteration 106Q: 3 clusters Score -5772134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5772137.500000 Penalty: 5232.534180
	Iteration 107Q: 3 clusters Score -5772138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5772136.000000 Penalty: 5232.534180
	Iteration 108Q: 3 clusters Score -5772136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5772141.500000 Penalty: 5232.534180
	Iteration 109Q: 3 clusters Score -5772142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5772150.000000 Penalty: 5232.534180
	Iteration 110Q: 3 clusters Score -5772150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5772147.000000 Penalty: 5232.534180
	Iteration 111Q: 3 clusters Score -5772147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5772142.500000 Penalty: 5232.534180
	Iteration 112Q: 3 clusters Score -5772142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -5772153.500000 Penalty: 5232.534180
	Iteration 113Q: 3 clusters Score -5772154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5772150.000000 Penalty: 5232.534180
	Iteration 114Q: 3 clusters Score -5772150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5772149.000000 Penalty: 5232.534180
	Iteration 115Q: 3 clusters Score -5772149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -5772154.000000 Penalty: 5232.534180
	Iteration 116Q: 3 clusters Score -5772154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -5772155.500000 Penalty: 5232.534180
	Iteration 117Q: 3 clusters Score -5772156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5772159.500000 Penalty: 5232.534180
	Iteration 118Q: 3 clusters Score -5772160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5772165.500000 Penalty: 5232.534180
	Iteration 119Q: 3 clusters Score -5772166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5772161.500000 Penalty: 5232.534180
	Iteration 120F: 3 clusters Score -5772162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5772161.500000 Penalty: 5232.534180
	Iteration 121Q: 3 clusters Score -5772162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5772161.500000 Penalty: 5232.534180
	Iteration 122F: 3 clusters Score -5772162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -639658.562500 Penalty: 2074.108887
	Iteration 0F: 2 clusters Score -639658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -635603.687500 Penalty: 4148.217773
	Iteration 0F: 3 clusters Score -635603.7 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -636463.500000 Penalty: 4148.217773
	Iteration 1F: 3 clusters Score -636463.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -636665.375000 Penalty: 4148.217773
	Iteration 2F: 3 clusters Score -636665.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -636804.000000 Penalty: 4148.217773
	Iteration 3F: 3 clusters Score -636804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -636919.125000 Penalty: 4148.217773
	Iteration 4Q: 3 clusters Score -636919.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -637029.812500 Penalty: 4148.217773
	Iteration 5Q: 3 clusters Score -637029.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -637132.000000 Penalty: 4148.217773
	Iteration 6Q: 3 clusters Score -637132 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -637222.500000 Penalty: 4148.217773
	Iteration 7Q: 3 clusters Score -637222.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -637332.187500 Penalty: 4148.217773
	Iteration 8Q: 3 clusters Score -637332.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -637444.437500 Penalty: 4148.217773
	Iteration 9Q: 3 clusters Score -637444.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -637536.812500 Penalty: 4148.217773
	Iteration 10Q: 3 clusters Score -637536.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -637625.375000 Penalty: 4148.217773
	Iteration 11Q: 3 clusters Score -637625.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -637700.250000 Penalty: 4148.217773
	Iteration 12Q: 3 clusters Score -637700.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -637754.937500 Penalty: 4148.217773
	Iteration 13Q: 3 clusters Score -637754.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -637806.437500 Penalty: 4148.217773
	Iteration 14Q: 3 clusters Score -637806.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -637844.125000 Penalty: 4148.217773
	Iteration 15Q: 3 clusters Score -637844.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -637877.125000 Penalty: 4148.217773
	Iteration 16Q: 3 clusters Score -637877.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -637903.000000 Penalty: 4148.217773
	Iteration 17Q: 3 clusters Score -637903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -637925.000000 Penalty: 4148.217773
	Iteration 18Q: 3 clusters Score -637925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -637949.937500 Penalty: 4148.217773
	Iteration 19Q: 3 clusters Score -637949.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -637975.250000 Penalty: 4148.217773
	Iteration 20F: 3 clusters Score -637975.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -637989.312500 Penalty: 4148.217773
	Iteration 21Q: 3 clusters Score -637989.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -638003.125000 Penalty: 4148.217773
	Iteration 22Q: 3 clusters Score -638003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -638008.812500 Penalty: 4148.217773
	Iteration 23Q: 3 clusters Score -638008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -638015.437500 Penalty: 4148.217773
	Iteration 24Q: 3 clusters Score -638015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -638022.562500 Penalty: 4148.217773
	Iteration 25Q: 3 clusters Score -638022.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -638029.250000 Penalty: 4148.217773
	Iteration 26Q: 3 clusters Score -638029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -638033.625000 Penalty: 4148.217773
	Iteration 27Q: 3 clusters Score -638033.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -638035.687500 Penalty: 4148.217773
	Iteration 28Q: 3 clusters Score -638035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -638038.625000 Penalty: 4148.217773
	Iteration 29Q: 3 clusters Score -638038.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -638042.625000 Penalty: 4148.217773
	Iteration 30Q: 3 clusters Score -638042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -638044.750000 Penalty: 4148.217773
	Iteration 31Q: 3 clusters Score -638044.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -638046.500000 Penalty: 4148.217773
	Iteration 32Q: 3 clusters Score -638046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -638047.875000 Penalty: 4148.217773
	Iteration 33Q: 3 clusters Score -638047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -638047.125000 Penalty: 4148.217773
	Iteration 34Q: 3 clusters Score -638047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -638047.750000 Penalty: 4148.217773
	Iteration 35Q: 3 clusters Score -638047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -638049.937500 Penalty: 4148.217773
	Iteration 36Q: 3 clusters Score -638049.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -638053.687500 Penalty: 4148.217773
	Iteration 37Q: 3 clusters Score -638053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -638056.562500 Penalty: 4148.217773
	Iteration 38Q: 3 clusters Score -638056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -638057.812500 Penalty: 4148.217773
	Iteration 39Q: 3 clusters Score -638057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -638060.125000 Penalty: 4148.217773
	Iteration 40F: 3 clusters Score -638060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -638061.562500 Penalty: 4148.217773
	Iteration 41Q: 3 clusters Score -638061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -638063.000000 Penalty: 4148.217773
	Iteration 42Q: 3 clusters Score -638063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -638064.312500 Penalty: 4148.217773
	Iteration 43Q: 3 clusters Score -638064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -638067.562500 Penalty: 4148.217773
	Iteration 44Q: 3 clusters Score -638067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -638069.625000 Penalty: 4148.217773
	Iteration 45Q: 3 clusters Score -638069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -638071.437500 Penalty: 4148.217773
	Iteration 46Q: 3 clusters Score -638071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -638072.437500 Penalty: 4148.217773
	Iteration 47Q: 3 clusters Score -638072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -638076.000000 Penalty: 4148.217773
	Iteration 48Q: 3 clusters Score -638076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -638077.000000 Penalty: 4148.217773
	Iteration 49Q: 3 clusters Score -638077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -638078.375000 Penalty: 4148.217773
	Iteration 50Q: 3 clusters Score -638078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -638079.125000 Penalty: 4148.217773
	Iteration 51Q: 3 clusters Score -638079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -638079.875000 Penalty: 4148.217773
	Iteration 52Q: 3 clusters Score -638079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -638081.187500 Penalty: 4148.217773
	Iteration 53Q: 3 clusters Score -638081.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -638081.187500 Penalty: 4148.217773
	Iteration 54F: 3 clusters Score -638081.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Entering Unmasked Estep 
Score: -6363055.500000 Penalty: 2640.472412
	Iteration 0F: 2 clusters Score -6363056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -6334780.000000 Penalty: 5280.944824
	Iteration 0F: 3 clusters Score -6334780 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -6345084.500000 Penalty: 5280.944824
	Iteration 1F: 3 clusters Score -6345084 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -6345503.000000 Penalty: 5280.944824
	Iteration 2Q: 3 clusters Score -6345503 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -6345891.000000 Penalty: 5280.944824
	Iteration 3Q: 3 clusters Score -6345891 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6346253.500000 Penalty: 5280.944824
	Iteration 4Q: 3 clusters Score -6346254 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -6346616.000000 Penalty: 5280.944824
	Iteration 5Q: 3 clusters Score -6346616 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -6347066.000000 Penalty: 5280.944824
	Iteration 6Q: 3 clusters Score -6347066 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6347625.000000 Penalty: 5280.944824
	Iteration 7Q: 3 clusters Score -6347625 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -6348452.500000 Penalty: 5280.944824
	Iteration 8Q: 3 clusters Score -6348452 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -6349719.000000 Penalty: 5280.944824
	Iteration 9F: 3 clusters Score -6349719 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -6351538.500000 Penalty: 5280.944824
	Iteration 10F: 3 clusters Score -6351538 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -6353868.500000 Penalty: 5280.944824
	Iteration 11F: 3 clusters Score -6353868 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6356381.000000 Penalty: 5280.944824
	Iteration 12F: 3 clusters Score -6356381 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6358386.000000 Penalty: 5280.944824
	Iteration 13F: 3 clusters Score -6358386 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6359615.000000 Penalty: 5280.944824
	Iteration 14Q: 3 clusters Score -6359615 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6360215.000000 Penalty: 5280.944824
	Iteration 15Q: 3 clusters Score -6360215 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6360473.000000 Penalty: 5280.944824
	Iteration 16Q: 3 clusters Score -6360473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6360586.500000 Penalty: 5280.944824
	Iteration 17Q: 3 clusters Score -6360586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6360637.000000 Penalty: 5280.944824
	Iteration 18Q: 3 clusters Score -6360637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6360673.000000 Penalty: 5280.944824
	Iteration 19Q: 3 clusters Score -6360673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6360687.500000 Penalty: 5280.944824
	Iteration 20F: 3 clusters Score -6360688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6360700.500000 Penalty: 5280.944824
	Iteration 21Q: 3 clusters Score -6360700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6360703.000000 Penalty: 5280.944824
	Iteration 22Q: 3 clusters Score -6360703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6360714.500000 Penalty: 5280.944824
	Iteration 23Q: 3 clusters Score -6360714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6360717.000000 Penalty: 5280.944824
	Iteration 24Q: 3 clusters Score -6360717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6360732.500000 Penalty: 5280.944824
	Iteration 25Q: 3 clusters Score -6360732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6360731.500000 Penalty: 5280.944824
	Iteration 26Q: 3 clusters Score -6360732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6360731.500000 Penalty: 5280.944824
	Iteration 27F: 3 clusters Score -6360732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Entering Unmasked Estep 
Score: -2626172.750000 Penalty: 2416.909912
	Iteration 0F: 2 clusters Score -2626173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2613974.500000 Penalty: 4833.819824
	Iteration 0F: 3 clusters Score -2613974 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2617861.250000 Penalty: 4833.819824
	Iteration 1F: 3 clusters Score -2617861 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2618169.250000 Penalty: 4833.819824
	Iteration 2F: 3 clusters Score -2618169 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2618398.000000 Penalty: 4833.819824
	Iteration 3Q: 3 clusters Score -2618398 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2618561.750000 Penalty: 4833.819824
	Iteration 4Q: 3 clusters Score -2618562 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2618682.750000 Penalty: 4833.819824
	Iteration 5Q: 3 clusters Score -2618683 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2618779.250000 Penalty: 4833.819824
	Iteration 6Q: 3 clusters Score -2618779 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2618851.000000 Penalty: 4833.819824
	Iteration 7Q: 3 clusters Score -2618851 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2618945.500000 Penalty: 4833.819824
	Iteration 8Q: 3 clusters Score -2618946 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2619019.500000 Penalty: 4833.819824
	Iteration 9Q: 3 clusters Score -2619020 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2619087.500000 Penalty: 4833.819824
	Iteration 10Q: 3 clusters Score -2619088 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2619150.750000 Penalty: 4833.819824
	Iteration 11Q: 3 clusters Score -2619151 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2619223.750000 Penalty: 4833.819824
	Iteration 12Q: 3 clusters Score -2619224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2619307.500000 Penalty: 4833.819824
	Iteration 13Q: 3 clusters Score -2619308 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2619380.000000 Penalty: 4833.819824
	Iteration 14Q: 3 clusters Score -2619380 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2619454.750000 Penalty: 4833.819824
	Iteration 15Q: 3 clusters Score -2619455 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2619526.500000 Penalty: 4833.819824
	Iteration 16Q: 3 clusters Score -2619526 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2619618.750000 Penalty: 4833.819824
	Iteration 17Q: 3 clusters Score -2619619 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2619746.250000 Penalty: 4833.819824
	Iteration 18Q: 3 clusters Score -2619746 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2619871.250000 Penalty: 4833.819824
	Iteration 19Q: 3 clusters Score -2619871 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2620063.250000 Penalty: 4833.819824
	Iteration 20F: 3 clusters Score -2620063 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2620305.250000 Penalty: 4833.819824
	Iteration 21Q: 3 clusters Score -2620305 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2620630.500000 Penalty: 4833.819824
	Iteration 22Q: 3 clusters Score -2620630 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2621019.500000 Penalty: 4833.819824
	Iteration 23Q: 3 clusters Score -2621020 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2621447.500000 Penalty: 4833.819824
	Iteration 24Q: 3 clusters Score -2621448 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2621900.750000 Penalty: 4833.819824
	Iteration 25Q: 3 clusters Score -2621901 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2622341.500000 Penalty: 4833.819824
	Iteration 26Q: 3 clusters Score -2622342 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2622701.750000 Penalty: 4833.819824
	Iteration 27Q: 3 clusters Score -2622702 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2622992.500000 Penalty: 4833.819824
	Iteration 28Q: 3 clusters Score -2622992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2623239.250000 Penalty: 4833.819824
	Iteration 29Q: 3 clusters Score -2623239 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2623382.750000 Penalty: 4833.819824
	Iteration 30Q: 3 clusters Score -2623383 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2623534.000000 Penalty: 4833.819824
	Iteration 31Q: 3 clusters Score -2623534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2623657.500000 Penalty: 4833.819824
	Iteration 32Q: 3 clusters Score -2623658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2623737.250000 Penalty: 4833.819824
	Iteration 33Q: 3 clusters Score -2623737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2623809.250000 Penalty: 4833.819824
	Iteration 34Q: 3 clusters Score -2623809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2623859.750000 Penalty: 4833.819824
	Iteration 35Q: 3 clusters Score -2623860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2623896.750000 Penalty: 4833.819824
	Iteration 36Q: 3 clusters Score -2623897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2623940.750000 Penalty: 4833.819824
	Iteration 37Q: 3 clusters Score -2623941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2623971.500000 Penalty: 4833.819824
	Iteration 38Q: 3 clusters Score -2623972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2624006.000000 Penalty: 4833.819824
	Iteration 39Q: 3 clusters Score -2624006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2624027.500000 Penalty: 4833.819824
	Iteration 40F: 3 clusters Score -2624028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2624051.000000 Penalty: 4833.819824
	Iteration 41Q: 3 clusters Score -2624051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2624060.750000 Penalty: 4833.819824
	Iteration 42Q: 3 clusters Score -2624061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2624074.750000 Penalty: 4833.819824
	Iteration 43Q: 3 clusters Score -2624075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2624078.500000 Penalty: 4833.819824
	Iteration 44Q: 3 clusters Score -2624078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2624079.750000 Penalty: 4833.819824
	Iteration 45Q: 3 clusters Score -2624080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2624080.250000 Penalty: 4833.819824
	Iteration 46Q: 3 clusters Score -2624080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2624080.500000 Penalty: 4833.819824
	Iteration 47Q: 3 clusters Score -2624080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2624080.500000 Penalty: 4833.819824
	Iteration 48F: 3 clusters Score -2624080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -1605374.750000 Penalty: 2299.921875
	Iteration 0F: 2 clusters Score -1605375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1597268.750000 Penalty: 4599.843750
	Iteration 0F: 3 clusters Score -1597269 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1599777.750000 Penalty: 4599.843750
	Iteration 1F: 3 clusters Score -1599778 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1600196.750000 Penalty: 4599.843750
	Iteration 2F: 3 clusters Score -1600197 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1600575.250000 Penalty: 4599.843750
	Iteration 3F: 3 clusters Score -1600575 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1600944.625000 Penalty: 4599.843750
	Iteration 4F: 3 clusters Score -1600945 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1601263.875000 Penalty: 4599.843750
	Iteration 5F: 3 clusters Score -1601264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1601666.125000 Penalty: 4599.843750
	Iteration 6F: 3 clusters Score -1601666 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1602063.500000 Penalty: 4599.843750
	Iteration 7F: 3 clusters Score -1602064 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1602424.000000 Penalty: 4599.843750
	Iteration 8F: 3 clusters Score -1602424 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1602684.375000 Penalty: 4599.843750
	Iteration 9Q: 3 clusters Score -1602684 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1602877.625000 Penalty: 4599.843750
	Iteration 10Q: 3 clusters Score -1602878 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1603008.000000 Penalty: 4599.843750
	Iteration 11Q: 3 clusters Score -1603008 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1603091.125000 Penalty: 4599.843750
	Iteration 12Q: 3 clusters Score -1603091 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1603133.125000 Penalty: 4599.843750
	Iteration 13Q: 3 clusters Score -1603133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1603163.500000 Penalty: 4599.843750
	Iteration 14Q: 3 clusters Score -1603164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1603183.625000 Penalty: 4599.843750
	Iteration 15Q: 3 clusters Score -1603184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1603193.750000 Penalty: 4599.843750
	Iteration 16Q: 3 clusters Score -1603194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1603201.375000 Penalty: 4599.843750
	Iteration 17Q: 3 clusters Score -1603201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1603200.875000 Penalty: 4599.843750
	Iteration 18Q: 3 clusters Score -1603201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1603203.750000 Penalty: 4599.843750
	Iteration 19Q: 3 clusters Score -1603204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1603211.500000 Penalty: 4599.843750
	Iteration 20F: 3 clusters Score -1603212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1603211.000000 Penalty: 4599.843750
	Iteration 21Q: 3 clusters Score -1603211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1603210.250000 Penalty: 4599.843750
	Iteration 22Q: 3 clusters Score -1603210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1603212.125000 Penalty: 4599.843750
	Iteration 23Q: 3 clusters Score -1603212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1603214.500000 Penalty: 4599.843750
	Iteration 24Q: 3 clusters Score -1603214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1603215.250000 Penalty: 4599.843750
	Iteration 25Q: 3 clusters Score -1603215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1603215.000000 Penalty: 4599.843750
	Iteration 26Q: 3 clusters Score -1603215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1603214.500000 Penalty: 4599.843750
	Iteration 27Q: 3 clusters Score -1603214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1603214.125000 Penalty: 4599.843750
	Iteration 28Q: 3 clusters Score -1603214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1603215.250000 Penalty: 4599.843750
	Iteration 29Q: 3 clusters Score -1603215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1603215.375000 Penalty: 4599.843750
	Iteration 30Q: 3 clusters Score -1603215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1603217.250000 Penalty: 4599.843750
	Iteration 31Q: 3 clusters Score -1603217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1603217.250000 Penalty: 4599.843750
	Iteration 32F: 3 clusters Score -1603217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -285029.625000 Penalty: 1909.897583
	Iteration 0F: 2 clusters Score -285029.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282391.781250 Penalty: 3819.795166
	Iteration 0F: 3 clusters Score -282391.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -282973.031250 Penalty: 3819.795166
	Iteration 1F: 3 clusters Score -282973 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283139.281250 Penalty: 3819.795166
	Iteration 2F: 3 clusters Score -283139.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283227.375000 Penalty: 3819.795166
	Iteration 3Q: 3 clusters Score -283227.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283281.875000 Penalty: 3819.795166
	Iteration 4Q: 3 clusters Score -283281.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -283323.250000 Penalty: 3819.795166
	Iteration 5Q: 3 clusters Score -283323.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283357.593750 Penalty: 3819.795166
	Iteration 6Q: 3 clusters Score -283357.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283387.062500 Penalty: 3819.795166
	Iteration 7Q: 3 clusters Score -283387.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283412.343750 Penalty: 3819.795166
	Iteration 8Q: 3 clusters Score -283412.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -283439.343750 Penalty: 3819.795166
	Iteration 9Q: 3 clusters Score -283439.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283464.000000 Penalty: 3819.795166
	Iteration 10Q: 3 clusters Score -283464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283484.656250 Penalty: 3819.795166
	Iteration 11Q: 3 clusters Score -283484.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283504.468750 Penalty: 3819.795166
	Iteration 12Q: 3 clusters Score -283504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283541.281250 Penalty: 3819.795166
	Iteration 13Q: 3 clusters Score -283541.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283571.937500 Penalty: 3819.795166
	Iteration 14Q: 3 clusters Score -283571.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -283591.062500 Penalty: 3819.795166
	Iteration 15Q: 3 clusters Score -283591.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283613.093750 Penalty: 3819.795166
	Iteration 16Q: 3 clusters Score -283613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -283624.781250 Penalty: 3819.795166
	Iteration 17Q: 3 clusters Score -283624.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283635.437500 Penalty: 3819.795166
	Iteration 18Q: 3 clusters Score -283635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283645.093750 Penalty: 3819.795166
	Iteration 19Q: 3 clusters Score -283645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283653.750000 Penalty: 3819.795166
	Iteration 20F: 3 clusters Score -283653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -283669.625000 Penalty: 3819.795166
	Iteration 21Q: 3 clusters Score -283669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -283681.656250 Penalty: 3819.795166
	Iteration 22Q: 3 clusters Score -283681.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283701.093750 Penalty: 3819.795166
	Iteration 23Q: 3 clusters Score -283701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283719.968750 Penalty: 3819.795166
	Iteration 24Q: 3 clusters Score -283720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -283736.437500 Penalty: 3819.795166
	Iteration 25Q: 3 clusters Score -283736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283754.000000 Penalty: 3819.795166
	Iteration 26Q: 3 clusters Score -283754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283776.875000 Penalty: 3819.795166
	Iteration 27Q: 3 clusters Score -283776.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283798.125000 Penalty: 3819.795166
	Iteration 28Q: 3 clusters Score -283798.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283808.468750 Penalty: 3819.795166
	Iteration 29Q: 3 clusters Score -283808.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283817.531250 Penalty: 3819.795166
	Iteration 30Q: 3 clusters Score -283817.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283827.000000 Penalty: 3819.795166
	Iteration 31Q: 3 clusters Score -283827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -283847.406250 Penalty: 3819.795166
	Iteration 32Q: 3 clusters Score -283847.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283875.843750 Penalty: 3819.795166
	Iteration 33Q: 3 clusters Score -283875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283896.468750 Penalty: 3819.795166
	Iteration 34Q: 3 clusters Score -283896.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283916.187500 Penalty: 3819.795166
	Iteration 35Q: 3 clusters Score -283916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -283954.875000 Penalty: 3819.795166
	Iteration 36Q: 3 clusters Score -283954.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283990.656250 Penalty: 3819.795166
	Iteration 37Q: 3 clusters Score -283990.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -284037.812500 Penalty: 3819.795166
	Iteration 38Q: 3 clusters Score -284037.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -284077.031250 Penalty: 3819.795166
	Iteration 39Q: 3 clusters Score -284077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -284112.187500 Penalty: 3819.795166
	Iteration 40F: 3 clusters Score -284112.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -284137.968750 Penalty: 3819.795166
	Iteration 41Q: 3 clusters Score -284138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284151.656250 Penalty: 3819.795166
	Iteration 42Q: 3 clusters Score -284151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -284159.312500 Penalty: 3819.795166
	Iteration 43Q: 3 clusters Score -284159.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284164.281250 Penalty: 3819.795166
	Iteration 44Q: 3 clusters Score -284164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -284171.687500 Penalty: 3819.795166
	Iteration 45Q: 3 clusters Score -284171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284177.031250 Penalty: 3819.795166
	Iteration 46Q: 3 clusters Score -284177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -284179.375000 Penalty: 3819.795166
	Iteration 47Q: 3 clusters Score -284179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -284182.375000 Penalty: 3819.795166
	Iteration 48Q: 3 clusters Score -284182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -284186.125000 Penalty: 3819.795166
	Iteration 49Q: 3 clusters Score -284186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -284189.968750 Penalty: 3819.795166
	Iteration 50Q: 3 clusters Score -284190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284196.031250 Penalty: 3819.795166
	Iteration 51Q: 3 clusters Score -284196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -284198.718750 Penalty: 3819.795166
	Iteration 52Q: 3 clusters Score -284198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -284205.906250 Penalty: 3819.795166
	Iteration 53Q: 3 clusters Score -284205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -284219.656250 Penalty: 3819.795166
	Iteration 54Q: 3 clusters Score -284219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -284244.468750 Penalty: 3819.795166
	Iteration 55Q: 3 clusters Score -284244.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284264.218750 Penalty: 3819.795166
	Iteration 56Q: 3 clusters Score -284264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284293.000000 Penalty: 3819.795166
	Iteration 57Q: 3 clusters Score -284293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284315.656250 Penalty: 3819.795166
	Iteration 58Q: 3 clusters Score -284315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284333.062500 Penalty: 3819.795166
	Iteration 59Q: 3 clusters Score -284333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284351.937500 Penalty: 3819.795166
	Iteration 60F: 3 clusters Score -284351.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284366.187500 Penalty: 3819.795166
	Iteration 61Q: 3 clusters Score -284366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -284376.937500 Penalty: 3819.795166
	Iteration 62Q: 3 clusters Score -284376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284383.718750 Penalty: 3819.795166
	Iteration 63Q: 3 clusters Score -284383.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -284390.187500 Penalty: 3819.795166
	Iteration 64Q: 3 clusters Score -284390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -284393.125000 Penalty: 3819.795166
	Iteration 65Q: 3 clusters Score -284393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284395.656250 Penalty: 3819.795166
	Iteration 66Q: 3 clusters Score -284395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284397.531250 Penalty: 3819.795166
	Iteration 67Q: 3 clusters Score -284397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -284398.375000 Penalty: 3819.795166
	Iteration 68Q: 3 clusters Score -284398.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -284398.375000 Penalty: 3819.795166
	Iteration 69F: 3 clusters Score -284398.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -474893.812500 Penalty: 1997.679077
	Iteration 0F: 2 clusters Score -474893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -471589.250000 Penalty: 3995.358154
	Iteration 0F: 3 clusters Score -471589.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -472273.750000 Penalty: 3995.358154
	Iteration 1F: 3 clusters Score -472273.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -472399.125000 Penalty: 3995.358154
	Iteration 2F: 3 clusters Score -472399.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -472460.250000 Penalty: 3995.358154
	Iteration 3Q: 3 clusters Score -472460.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -472516.781250 Penalty: 3995.358154
	Iteration 4Q: 3 clusters Score -472516.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -472551.562500 Penalty: 3995.358154
	Iteration 5Q: 3 clusters Score -472551.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -472571.156250 Penalty: 3995.358154
	Iteration 6Q: 3 clusters Score -472571.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -472590.093750 Penalty: 3995.358154
	Iteration 7Q: 3 clusters Score -472590.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -472609.250000 Penalty: 3995.358154
	Iteration 8Q: 3 clusters Score -472609.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -472623.500000 Penalty: 3995.358154
	Iteration 9Q: 3 clusters Score -472623.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -472634.500000 Penalty: 3995.358154
	Iteration 10Q: 3 clusters Score -472634.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -472646.406250 Penalty: 3995.358154
	Iteration 11Q: 3 clusters Score -472646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -472656.093750 Penalty: 3995.358154
	Iteration 12Q: 3 clusters Score -472656.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -472659.656250 Penalty: 3995.358154
	Iteration 13Q: 3 clusters Score -472659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -472665.250000 Penalty: 3995.358154
	Iteration 14Q: 3 clusters Score -472665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -472669.375000 Penalty: 3995.358154
	Iteration 15Q: 3 clusters Score -472669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -472672.000000 Penalty: 3995.358154
	Iteration 16Q: 3 clusters Score -472672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -472676.125000 Penalty: 3995.358154
	Iteration 17Q: 3 clusters Score -472676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -472682.437500 Penalty: 3995.358154
	Iteration 18Q: 3 clusters Score -472682.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -472689.406250 Penalty: 3995.358154
	Iteration 19Q: 3 clusters Score -472689.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -472699.156250 Penalty: 3995.358154
	Iteration 20F: 3 clusters Score -472699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -472706.031250 Penalty: 3995.358154
	Iteration 21Q: 3 clusters Score -472706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -472711.750000 Penalty: 3995.358154
	Iteration 22Q: 3 clusters Score -472711.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -472716.968750 Penalty: 3995.358154
	Iteration 23Q: 3 clusters Score -472717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -472721.156250 Penalty: 3995.358154
	Iteration 24Q: 3 clusters Score -472721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -472724.937500 Penalty: 3995.358154
	Iteration 25Q: 3 clusters Score -472724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -472731.500000 Penalty: 3995.358154
	Iteration 26Q: 3 clusters Score -472731.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -472734.406250 Penalty: 3995.358154
	Iteration 27Q: 3 clusters Score -472734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -472736.531250 Penalty: 3995.358154
	Iteration 28Q: 3 clusters Score -472736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -472739.843750 Penalty: 3995.358154
	Iteration 29Q: 3 clusters Score -472739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -472742.187500 Penalty: 3995.358154
	Iteration 30Q: 3 clusters Score -472742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -472745.093750 Penalty: 3995.358154
	Iteration 31Q: 3 clusters Score -472745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -472748.375000 Penalty: 3995.358154
	Iteration 32Q: 3 clusters Score -472748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -472753.718750 Penalty: 3995.358154
	Iteration 33Q: 3 clusters Score -472753.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -472757.562500 Penalty: 3995.358154
	Iteration 34Q: 3 clusters Score -472757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -472761.593750 Penalty: 3995.358154
	Iteration 35Q: 3 clusters Score -472761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -472762.093750 Penalty: 3995.358154
	Iteration 36Q: 3 clusters Score -472762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -472763.343750 Penalty: 3995.358154
	Iteration 37Q: 3 clusters Score -472763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -472763.937500 Penalty: 3995.358154
	Iteration 38Q: 3 clusters Score -472763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -472765.468750 Penalty: 3995.358154
	Iteration 39Q: 3 clusters Score -472765.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -472765.468750 Penalty: 3995.358154
	Iteration 40F: 3 clusters Score -472765.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -40838.273438 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -40838.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39623.277344 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -39623.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39903.546875 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -39903.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40049.480469 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -40049.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40281.164062 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -40281.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40374.125000 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -40374.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40402.687500 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -40402.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40413.523438 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -40413.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40425.925781 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -40425.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40441.539062 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -40441.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40462.804688 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -40462.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40474.785156 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -40474.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40477.988281 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -40477.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40487.988281 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -40487.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40504.421875 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -40504.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40522.710938 Penalty: 2882.325928
	Iteration 14Q: 3 clusters Score -40522.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40538.949219 Penalty: 2882.325928
	Iteration 15Q: 3 clusters Score -40538.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40547.992188 Penalty: 2882.325928
	Iteration 16Q: 3 clusters Score -40547.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40553.187500 Penalty: 2882.325928
	Iteration 17F: 3 clusters Score -40553.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40576.488281 Penalty: 2882.325928
	Iteration 18Q: 3 clusters Score -40576.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40599.984375 Penalty: 2882.325928
	Iteration 19Q: 3 clusters Score -40599.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40616.941406 Penalty: 2882.325928
	Iteration 20F: 3 clusters Score -40616.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40636.421875 Penalty: 2882.325928
	Iteration 21Q: 3 clusters Score -40636.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40651.773438 Penalty: 2882.325928
	Iteration 22Q: 3 clusters Score -40651.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -40687.257812 Penalty: 2882.325928
	Iteration 23Q: 3 clusters Score -40687.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40710.628906 Penalty: 2882.325928
	Iteration 24Q: 3 clusters Score -40710.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40728.789062 Penalty: 2882.325928
	Iteration 25Q: 3 clusters Score -40728.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40740.222656 Penalty: 2882.325928
	Iteration 26Q: 3 clusters Score -40740.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40740.222656 Penalty: 2882.325928
	Iteration 27F: 3 clusters Score -40740.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Entering Unmasked Estep 
Score: -2184423.500000 Penalty: 2374.251221
	Iteration 0F: 2 clusters Score -2184424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2174112.000000 Penalty: 4748.502441
	Iteration 0F: 3 clusters Score -2174112 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2177269.750000 Penalty: 4748.502441
	Iteration 1F: 3 clusters Score -2177270 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2177629.000000 Penalty: 4748.502441
	Iteration 2F: 3 clusters Score -2177629 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2177901.250000 Penalty: 4748.502441
	Iteration 3Q: 3 clusters Score -2177901 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2178128.250000 Penalty: 4748.502441
	Iteration 4Q: 3 clusters Score -2178128 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2178337.500000 Penalty: 4748.502441
	Iteration 5Q: 3 clusters Score -2178338 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2178529.500000 Penalty: 4748.502441
	Iteration 6Q: 3 clusters Score -2178530 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2178716.750000 Penalty: 4748.502441
	Iteration 7Q: 3 clusters Score -2178717 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2178918.500000 Penalty: 4748.502441
	Iteration 8Q: 3 clusters Score -2178918 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2179110.750000 Penalty: 4748.502441
	Iteration 9Q: 3 clusters Score -2179111 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2179313.500000 Penalty: 4748.502441
	Iteration 10Q: 3 clusters Score -2179314 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2179536.250000 Penalty: 4748.502441
	Iteration 11Q: 3 clusters Score -2179536 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2179790.500000 Penalty: 4748.502441
	Iteration 12Q: 3 clusters Score -2179790 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2180076.500000 Penalty: 4748.502441
	Iteration 13Q: 3 clusters Score -2180076 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2180382.250000 Penalty: 4748.502441
	Iteration 14Q: 3 clusters Score -2180382 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2180677.500000 Penalty: 4748.502441
	Iteration 15Q: 3 clusters Score -2180678 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2180965.000000 Penalty: 4748.502441
	Iteration 16Q: 3 clusters Score -2180965 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2181225.500000 Penalty: 4748.502441
	Iteration 17Q: 3 clusters Score -2181226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2181470.500000 Penalty: 4748.502441
	Iteration 18Q: 3 clusters Score -2181470 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2181689.750000 Penalty: 4748.502441
	Iteration 19Q: 3 clusters Score -2181690 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2181849.000000 Penalty: 4748.502441
	Iteration 20F: 3 clusters Score -2181849 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2181987.500000 Penalty: 4748.502441
	Iteration 21Q: 3 clusters Score -2181988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2182088.000000 Penalty: 4748.502441
	Iteration 22Q: 3 clusters Score -2182088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2182150.750000 Penalty: 4748.502441
	Iteration 23Q: 3 clusters Score -2182151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2182207.500000 Penalty: 4748.502441
	Iteration 24Q: 3 clusters Score -2182208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2182251.000000 Penalty: 4748.502441
	Iteration 25Q: 3 clusters Score -2182251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2182278.000000 Penalty: 4748.502441
	Iteration 26Q: 3 clusters Score -2182278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2182291.750000 Penalty: 4748.502441
	Iteration 27Q: 3 clusters Score -2182292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2182306.750000 Penalty: 4748.502441
	Iteration 28Q: 3 clusters Score -2182307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2182324.500000 Penalty: 4748.502441
	Iteration 29Q: 3 clusters Score -2182324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2182339.000000 Penalty: 4748.502441
	Iteration 30Q: 3 clusters Score -2182339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2182345.500000 Penalty: 4748.502441
	Iteration 31Q: 3 clusters Score -2182346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2182353.000000 Penalty: 4748.502441
	Iteration 32Q: 3 clusters Score -2182353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2182354.000000 Penalty: 4748.502441
	Iteration 33Q: 3 clusters Score -2182354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2182357.000000 Penalty: 4748.502441
	Iteration 34Q: 3 clusters Score -2182357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2182365.500000 Penalty: 4748.502441
	Iteration 35Q: 3 clusters Score -2182366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2182371.750000 Penalty: 4748.502441
	Iteration 36Q: 3 clusters Score -2182372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2182379.250000 Penalty: 4748.502441
	Iteration 37Q: 3 clusters Score -2182379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2182387.000000 Penalty: 4748.502441
	Iteration 38Q: 3 clusters Score -2182387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2182388.500000 Penalty: 4748.502441
	Iteration 39Q: 3 clusters Score -2182388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2182394.250000 Penalty: 4748.502441
	Iteration 40F: 3 clusters Score -2182394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2182395.500000 Penalty: 4748.502441
	Iteration 41Q: 3 clusters Score -2182396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2182398.750000 Penalty: 4748.502441
	Iteration 42Q: 3 clusters Score -2182399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2182404.750000 Penalty: 4748.502441
	Iteration 43Q: 3 clusters Score -2182405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2182418.750000 Penalty: 4748.502441
	Iteration 44Q: 3 clusters Score -2182419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2182424.500000 Penalty: 4748.502441
	Iteration 45Q: 3 clusters Score -2182424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2182431.000000 Penalty: 4748.502441
	Iteration 46Q: 3 clusters Score -2182431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2182438.750000 Penalty: 4748.502441
	Iteration 47Q: 3 clusters Score -2182439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2182440.750000 Penalty: 4748.502441
	Iteration 48Q: 3 clusters Score -2182441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2182446.500000 Penalty: 4748.502441
	Iteration 49Q: 3 clusters Score -2182446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2182448.500000 Penalty: 4748.502441
	Iteration 50Q: 3 clusters Score -2182448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2182451.250000 Penalty: 4748.502441
	Iteration 51Q: 3 clusters Score -2182451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2182454.250000 Penalty: 4748.502441
	Iteration 52Q: 3 clusters Score -2182454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2182456.750000 Penalty: 4748.502441
	Iteration 53Q: 3 clusters Score -2182457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2182458.750000 Penalty: 4748.502441
	Iteration 54Q: 3 clusters Score -2182459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2182461.250000 Penalty: 4748.502441
	Iteration 55Q: 3 clusters Score -2182461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2182459.500000 Penalty: 4748.502441
	Iteration 56Q: 3 clusters Score -2182460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2182459.500000 Penalty: 4748.502441
	Iteration 57F: 3 clusters Score -2182460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Entering Unmasked Estep 
Score: -2421977.750000 Penalty: 2394.875244
	Iteration 0F: 2 clusters Score -2421978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2410699.750000 Penalty: 4789.750488
	Iteration 0F: 3 clusters Score -2410700 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2414292.000000 Penalty: 4789.750488
	Iteration 1F: 3 clusters Score -2414292 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2414643.000000 Penalty: 4789.750488
	Iteration 2F: 3 clusters Score -2414643 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2414950.000000 Penalty: 4789.750488
	Iteration 3F: 3 clusters Score -2414950 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2415201.250000 Penalty: 4789.750488
	Iteration 4Q: 3 clusters Score -2415201 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2415439.750000 Penalty: 4789.750488
	Iteration 5Q: 3 clusters Score -2415440 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2415708.750000 Penalty: 4789.750488
	Iteration 6Q: 3 clusters Score -2415709 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2416011.000000 Penalty: 4789.750488
	Iteration 7Q: 3 clusters Score -2416011 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2416354.250000 Penalty: 4789.750488
	Iteration 8Q: 3 clusters Score -2416354 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2416755.000000 Penalty: 4789.750488
	Iteration 9Q: 3 clusters Score -2416755 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2417146.000000 Penalty: 4789.750488
	Iteration 10Q: 3 clusters Score -2417146 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2417535.000000 Penalty: 4789.750488
	Iteration 11Q: 3 clusters Score -2417535 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2417925.250000 Penalty: 4789.750488
	Iteration 12Q: 3 clusters Score -2417925 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2418326.250000 Penalty: 4789.750488
	Iteration 13Q: 3 clusters Score -2418326 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2418712.250000 Penalty: 4789.750488
	Iteration 14Q: 3 clusters Score -2418712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2418993.750000 Penalty: 4789.750488
	Iteration 15Q: 3 clusters Score -2418994 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2419249.500000 Penalty: 4789.750488
	Iteration 16Q: 3 clusters Score -2419250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2419441.500000 Penalty: 4789.750488
	Iteration 17Q: 3 clusters Score -2419442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2419558.500000 Penalty: 4789.750488
	Iteration 18Q: 3 clusters Score -2419558 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2419650.500000 Penalty: 4789.750488
	Iteration 19Q: 3 clusters Score -2419650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2419714.500000 Penalty: 4789.750488
	Iteration 20F: 3 clusters Score -2419714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2419749.250000 Penalty: 4789.750488
	Iteration 21Q: 3 clusters Score -2419749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2419779.750000 Penalty: 4789.750488
	Iteration 22Q: 3 clusters Score -2419780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2419815.750000 Penalty: 4789.750488
	Iteration 23Q: 3 clusters Score -2419816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2419844.000000 Penalty: 4789.750488
	Iteration 24Q: 3 clusters Score -2419844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2419871.500000 Penalty: 4789.750488
	Iteration 25Q: 3 clusters Score -2419872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2419887.250000 Penalty: 4789.750488
	Iteration 26Q: 3 clusters Score -2419887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2419899.250000 Penalty: 4789.750488
	Iteration 27Q: 3 clusters Score -2419899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2419906.500000 Penalty: 4789.750488
	Iteration 28Q: 3 clusters Score -2419906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2419905.000000 Penalty: 4789.750488
	Iteration 29Q: 3 clusters Score -2419905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2419908.750000 Penalty: 4789.750488
	Iteration 30Q: 3 clusters Score -2419909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2419911.250000 Penalty: 4789.750488
	Iteration 31Q: 3 clusters Score -2419911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2419919.500000 Penalty: 4789.750488
	Iteration 32Q: 3 clusters Score -2419920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2419920.500000 Penalty: 4789.750488
	Iteration 33Q: 3 clusters Score -2419920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2419920.500000 Penalty: 4789.750488
	Iteration 34F: 3 clusters Score -2419920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -185670.593750 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -185670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183521.218750 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -183521.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183930.515625 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -183930.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -184043.578125 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -184043.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184117.921875 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -184117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -184164.812500 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -184164.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184216.625000 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -184216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -184260.843750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -184260.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -184311.671875 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -184311.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -184366.609375 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -184366.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -184404.937500 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -184404.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184428.640625 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -184428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -184436.015625 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -184436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184440.781250 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -184440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -184449.781250 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -184449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -184458.312500 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -184458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184464.390625 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -184464.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184472.703125 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -184472.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184485.671875 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -184485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184491.875000 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -184491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184494.750000 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -184494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184497.687500 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -184497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184503.218750 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -184503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184509.250000 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -184509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -184516.281250 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -184516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184516.781250 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -184516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184518.531250 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -184518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184518.531250 Penalty: 3552.164551
	Iteration 26F: 3 clusters Score -184518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101759.312500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101759.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102065.320312 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102065.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102201.789062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102201.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102290.703125 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -102290.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102376.812500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102376.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102510.312500 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102510.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102747.156250 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102747.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102836.414062 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -102836.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102893.640625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -102893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102923.421875 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -102923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102946.046875 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -102946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -102957.351562 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -102957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102966.585938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -102966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102976.710938 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -102976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102994.164062 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -102994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103019.460938 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -103019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103068.460938 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -103068.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103104.429688 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -103104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103141.742188 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -103141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103169.054688 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -103169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103180.093750 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -103180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -103190.554688 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -103190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103197.898438 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -103197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103216.757812 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -103216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103220.320312 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -103220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103220.320312 Penalty: 3306.179199
	Iteration 25F: 3 clusters Score -103220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -88540.570312 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -88540.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86918.390625 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -86918.39 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87453.273438 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -87453.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87762.851562 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -87762.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87907.484375 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -87907.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87968.117188 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -87968.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87976.562500 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -87976.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87986.593750 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -87986.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87996.882812 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -87996.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88004.046875 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -88004.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88005.664062 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -88005.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88005.664062 Penalty: 3230.562256
	Iteration 10F: 3 clusters Score -88005.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13770.614258 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13770.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13915.068359 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13915.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13926.598633 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -13926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13926.598633 Penalty: 2447.499023
	Iteration 3F: 3 clusters Score -13926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (115512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Entering Unmasked Estep 
Score: -17823598.000000 Penalty: 2890.968018
	Iteration 0F: 2 clusters Score -1.78236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -17752118.000000 Penalty: 5781.936035
	Iteration 0F: 3 clusters Score -1.775212e+07 nChanged 54527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -17783282.000000 Penalty: 5781.936035
	Iteration 1F: 3 clusters Score -1.778328e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -17783998.000000 Penalty: 5781.936035
	Iteration 2Q: 3 clusters Score -1.7784e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -17784792.000000 Penalty: 5781.936035
	Iteration 3Q: 3 clusters Score -1.778479e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -17785592.000000 Penalty: 5781.936035
	Iteration 4Q: 3 clusters Score -1.778559e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -17786596.000000 Penalty: 5781.936035
	Iteration 5Q: 3 clusters Score -1.77866e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -17787832.000000 Penalty: 5781.936035
	Iteration 6Q: 3 clusters Score -1.778783e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -17789450.000000 Penalty: 5781.936035
	Iteration 7Q: 3 clusters Score -1.778945e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -17791492.000000 Penalty: 5781.936035
	Iteration 8Q: 3 clusters Score -1.779149e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -17793956.000000 Penalty: 5781.936035
	Iteration 9Q: 3 clusters Score -1.779396e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -17797162.000000 Penalty: 5781.936035
	Iteration 10F: 3 clusters Score -1.779716e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -17801250.000000 Penalty: 5781.936035
	Iteration 11F: 3 clusters Score -1.780125e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -17805408.000000 Penalty: 5781.936035
	Iteration 12F: 3 clusters Score -1.780541e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -17808886.000000 Penalty: 5781.936035
	Iteration 13F: 3 clusters Score -1.780889e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -17810672.000000 Penalty: 5781.936035
	Iteration 14Q: 3 clusters Score -1.781067e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -17811354.000000 Penalty: 5781.936035
	Iteration 15Q: 3 clusters Score -1.781135e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -17811754.000000 Penalty: 5781.936035
	Iteration 16Q: 3 clusters Score -1.781175e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -17812012.000000 Penalty: 5781.936035
	Iteration 17Q: 3 clusters Score -1.781201e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -17812322.000000 Penalty: 5781.936035
	Iteration 18Q: 3 clusters Score -1.781232e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -17812602.000000 Penalty: 5781.936035
	Iteration 19Q: 3 clusters Score -1.78126e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17812978.000000 Penalty: 5781.936035
	Iteration 20F: 3 clusters Score -1.781298e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -17813336.000000 Penalty: 5781.936035
	Iteration 21Q: 3 clusters Score -1.781334e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -17813672.000000 Penalty: 5781.936035
	Iteration 22Q: 3 clusters Score -1.781367e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -17813896.000000 Penalty: 5781.936035
	Iteration 23Q: 3 clusters Score -1.78139e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -17814178.000000 Penalty: 5781.936035
	Iteration 24Q: 3 clusters Score -1.781418e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -17814562.000000 Penalty: 5781.936035
	Iteration 25Q: 3 clusters Score -1.781456e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -17814798.000000 Penalty: 5781.936035
	Iteration 26Q: 3 clusters Score -1.78148e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -17815134.000000 Penalty: 5781.936035
	Iteration 27Q: 3 clusters Score -1.781513e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -17815432.000000 Penalty: 5781.936035
	Iteration 28Q: 3 clusters Score -1.781543e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -17815554.000000 Penalty: 5781.936035
	Iteration 29Q: 3 clusters Score -1.781555e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -17815782.000000 Penalty: 5781.936035
	Iteration 30Q: 3 clusters Score -1.781578e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -17815982.000000 Penalty: 5781.936035
	Iteration 31Q: 3 clusters Score -1.781598e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -17816184.000000 Penalty: 5781.936035
	Iteration 32Q: 3 clusters Score -1.781618e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -17816366.000000 Penalty: 5781.936035
	Iteration 33Q: 3 clusters Score -1.781637e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -17816546.000000 Penalty: 5781.936035
	Iteration 34Q: 3 clusters Score -1.781655e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -17816624.000000 Penalty: 5781.936035
	Iteration 35Q: 3 clusters Score -1.781662e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -17816774.000000 Penalty: 5781.936035
	Iteration 36Q: 3 clusters Score -1.781677e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -17816858.000000 Penalty: 5781.936035
	Iteration 37Q: 3 clusters Score -1.781686e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -17816968.000000 Penalty: 5781.936035
	Iteration 38Q: 3 clusters Score -1.781697e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -17817068.000000 Penalty: 5781.936035
	Iteration 39Q: 3 clusters Score -1.781707e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -17817188.000000 Penalty: 5781.936035
	Iteration 40F: 3 clusters Score -1.781719e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -17817262.000000 Penalty: 5781.936035
	Iteration 41Q: 3 clusters Score -1.781726e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -17817372.000000 Penalty: 5781.936035
	Iteration 42Q: 3 clusters Score -1.781737e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -17817452.000000 Penalty: 5781.936035
	Iteration 43Q: 3 clusters Score -1.781745e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -17817526.000000 Penalty: 5781.936035
	Iteration 44Q: 3 clusters Score -1.781753e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -17817676.000000 Penalty: 5781.936035
	Iteration 45Q: 3 clusters Score -1.781768e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -17817784.000000 Penalty: 5781.936035
	Iteration 46Q: 3 clusters Score -1.781778e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -17817954.000000 Penalty: 5781.936035
	Iteration 47Q: 3 clusters Score -1.781795e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -17818126.000000 Penalty: 5781.936035
	Iteration 48Q: 3 clusters Score -1.781813e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -17818258.000000 Penalty: 5781.936035
	Iteration 49Q: 3 clusters Score -1.781826e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -17818378.000000 Penalty: 5781.936035
	Iteration 50Q: 3 clusters Score -1.781838e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -17818530.000000 Penalty: 5781.936035
	Iteration 51Q: 3 clusters Score -1.781853e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90675 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -17818774.000000 Penalty: 5781.936035
	Iteration 52Q: 3 clusters Score -1.781877e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -17818936.000000 Penalty: 5781.936035
	Iteration 53Q: 3 clusters Score -1.781894e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -17819120.000000 Penalty: 5781.936035
	Iteration 54Q: 3 clusters Score -1.781912e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -17819572.000000 Penalty: 5781.936035
	Iteration 55Q: 3 clusters Score -1.781957e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -17819930.000000 Penalty: 5781.936035
	Iteration 56Q: 3 clusters Score -1.781993e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -17820428.000000 Penalty: 5781.936035
	Iteration 57Q: 3 clusters Score -1.782043e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98457 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -17820662.000000 Penalty: 5781.936035
	Iteration 58Q: 3 clusters Score -1.782066e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -17821110.000000 Penalty: 5781.936035
	Iteration 59Q: 3 clusters Score -1.782111e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103325 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -17821328.000000 Penalty: 5781.936035
	Iteration 60F: 3 clusters Score -1.782133e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -17821446.000000 Penalty: 5781.936035
	Iteration 61Q: 3 clusters Score -1.782145e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -17821476.000000 Penalty: 5781.936035
	Iteration 62Q: 3 clusters Score -1.782148e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -17821406.000000 Penalty: 5781.936035
	Iteration 63Q: 3 clusters Score -1.782141e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -17821340.000000 Penalty: 5781.936035
	Iteration 64Q: 3 clusters Score -1.782134e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17821216.000000 Penalty: 5781.936035
	Iteration 65Q: 3 clusters Score -1.782122e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17821196.000000 Penalty: 5781.936035
	Iteration 66Q: 3 clusters Score -1.78212e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114964 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17821178.000000 Penalty: 5781.936035
	Iteration 67Q: 3 clusters Score -1.782118e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17821208.000000 Penalty: 5781.936035
	Iteration 68Q: 3 clusters Score -1.782121e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17821236.000000 Penalty: 5781.936035
	Iteration 69Q: 3 clusters Score -1.782124e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115189 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17821256.000000 Penalty: 5781.936035
	Iteration 70Q: 3 clusters Score -1.782126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17821296.000000 Penalty: 5781.936035
	Iteration 71Q: 3 clusters Score -1.78213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17821324.000000 Penalty: 5781.936035
	Iteration 72Q: 3 clusters Score -1.782132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17821316.000000 Penalty: 5781.936035
	Iteration 73Q: 3 clusters Score -1.782132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17821324.000000 Penalty: 5781.936035
	Iteration 74Q: 3 clusters Score -1.782132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17821324.000000 Penalty: 5781.936035
	Iteration 75F: 3 clusters Score -1.782132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -84557.390625 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -84557.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82939.843750 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -82939.84 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83164.515625 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -83164.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83230.351562 Penalty: 3180.261963
	Iteration 2Q: 3 clusters Score -83230.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83286.070312 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -83286.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83329.312500 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -83329.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83368.328125 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -83368.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83408.734375 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -83408.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83488.687500 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -83488.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83573.718750 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -83573.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83650.914062 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -83650.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83743.257812 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -83743.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83888.320312 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -83888.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83984.671875 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -83984.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84027.140625 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -84027.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84060.281250 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -84060.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84087.929688 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -84087.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84116.570312 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -84116.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84172.007812 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -84172.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84228.703125 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -84228.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84323.437500 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -84323.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84454.687500 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -84454.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84666.218750 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -84666.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84717.828125 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -84717.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84717.828125 Penalty: 3180.261963
	Iteration 23F: 3 clusters Score -84717.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 155284 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15840 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 38157 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 42069 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 2211 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14380 members 
Mstep: Class 32 contains 15627 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115512 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 91784 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 333 members 
Entering Unmasked Estep 
Score: -104157504.000000 Penalty: 146824.781250
Splitting cluster 38 changes total score from -104158888.000000 to -104157504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -77801.359375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -77801.36 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 362 members 
Entering Unmasked Estep 
Score: -76167.843750 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -76167.84 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76636.164062 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -76636.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76884.625000 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -76884.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76977.992188 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -76977.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77038.023438 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77038.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77099.601562 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77099.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77147.031250 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77147.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77170.695312 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77177.789062 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77177.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77185.500000 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77188.718750 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -77188.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77189.117188 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -77189.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77189.976562 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -77189.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77189.976562 Penalty: 3246.493408
	Iteration 13F: 3 clusters Score -77189.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -180520.281250 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -180520.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -178423.234375 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -178423.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178743.015625 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -178743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178821.609375 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -178821.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -178875.093750 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -178875.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178902.328125 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -178902.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -178921.453125 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -178921.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -178940.093750 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -178940.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -178959.609375 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -178959.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178977.734375 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -178977.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -178998.046875 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -178998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -179014.343750 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -179014.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -179042.031250 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -179042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179073.406250 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -179073.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179097.234375 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -179097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -179130.703125 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -179130.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179181.109375 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -179181.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179240.171875 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -179240.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -179329.828125 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -179329.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179423.468750 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -179423.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179565.281250 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -179565.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179705.593750 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -179705.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179797.875000 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -179797.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179865.140625 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -179865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179896.843750 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -179896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179914.609375 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -179914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179927.031250 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -179927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179939.312500 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -179939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179948.359375 Penalty: 3535.734131
	Iteration 27Q: 3 clusters Score -179948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -179958.593750 Penalty: 3535.734131
	Iteration 28Q: 3 clusters Score -179958.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -179967.578125 Penalty: 3535.734131
	Iteration 29Q: 3 clusters Score -179967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -179975.640625 Penalty: 3535.734131
	Iteration 30Q: 3 clusters Score -179975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179984.562500 Penalty: 3535.734131
	Iteration 31Q: 3 clusters Score -179984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179990.671875 Penalty: 3535.734131
	Iteration 32Q: 3 clusters Score -179990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179995.062500 Penalty: 3535.734131
	Iteration 33Q: 3 clusters Score -179995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179996.140625 Penalty: 3535.734131
	Iteration 34Q: 3 clusters Score -179996.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179996.140625 Penalty: 3535.734131
	Iteration 35F: 3 clusters Score -179996.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19919.839844 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19919.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20124.978516 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -20124.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20250.701172 Penalty: 2583.905029
	Iteration 2F: 3 clusters Score -20250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20390.449219 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -20390.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20410.351562 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -20410.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20410.351562 Penalty: 2583.905029
	Iteration 5F: 3 clusters Score -20410.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (91784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Entering Unmasked Estep 
Score: -14169616.000000 Penalty: 2833.944092
	Iteration 0F: 2 clusters Score -1.416962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -14108713.000000 Penalty: 5667.888184
	Iteration 0F: 3 clusters Score -1.410871e+07 nChanged 43504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -14133633.000000 Penalty: 5667.888184
	Iteration 1F: 3 clusters Score -1.413363e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -14134460.000000 Penalty: 5667.888184
	Iteration 2Q: 3 clusters Score -1.413446e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -14135491.000000 Penalty: 5667.888184
	Iteration 3Q: 3 clusters Score -1.413549e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -14136718.000000 Penalty: 5667.888184
	Iteration 4Q: 3 clusters Score -1.413672e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -14138386.000000 Penalty: 5667.888184
	Iteration 5Q: 3 clusters Score -1.413839e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -14140320.000000 Penalty: 5667.888184
	Iteration 6Q: 3 clusters Score -1.414032e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -14143100.000000 Penalty: 5667.888184
	Iteration 7F: 3 clusters Score -1.41431e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -14146250.000000 Penalty: 5667.888184
	Iteration 8F: 3 clusters Score -1.414625e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -14149822.000000 Penalty: 5667.888184
	Iteration 9F: 3 clusters Score -1.414982e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -14153248.000000 Penalty: 5667.888184
	Iteration 10F: 3 clusters Score -1.415325e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -14155603.000000 Penalty: 5667.888184
	Iteration 11Q: 3 clusters Score -1.41556e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -14156928.000000 Penalty: 5667.888184
	Iteration 12Q: 3 clusters Score -1.415693e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -14157732.000000 Penalty: 5667.888184
	Iteration 13Q: 3 clusters Score -1.415773e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -14158298.000000 Penalty: 5667.888184
	Iteration 14Q: 3 clusters Score -1.41583e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -14158850.000000 Penalty: 5667.888184
	Iteration 15Q: 3 clusters Score -1.415885e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 72680 members 
Entering Unmasked Estep 
Score: -14159214.000000 Penalty: 5667.888184
	Iteration 16Q: 3 clusters Score -1.415921e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -14159577.000000 Penalty: 5667.888184
	Iteration 17Q: 3 clusters Score -1.415958e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -14159994.000000 Penalty: 5667.888184
	Iteration 18Q: 3 clusters Score -1.415999e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -14160429.000000 Penalty: 5667.888184
	Iteration 19Q: 3 clusters Score -1.416043e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -14160913.000000 Penalty: 5667.888184
	Iteration 20F: 3 clusters Score -1.416091e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -14161351.000000 Penalty: 5667.888184
	Iteration 21Q: 3 clusters Score -1.416135e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -14161894.000000 Penalty: 5667.888184
	Iteration 22Q: 3 clusters Score -1.416189e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -14162397.000000 Penalty: 5667.888184
	Iteration 23Q: 3 clusters Score -1.41624e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -14162943.000000 Penalty: 5667.888184
	Iteration 24Q: 3 clusters Score -1.416294e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -14163521.000000 Penalty: 5667.888184
	Iteration 25Q: 3 clusters Score -1.416352e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -14164048.000000 Penalty: 5667.888184
	Iteration 26Q: 3 clusters Score -1.416405e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -14164566.000000 Penalty: 5667.888184
	Iteration 27Q: 3 clusters Score -1.416457e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -14165030.000000 Penalty: 5667.888184
	Iteration 28Q: 3 clusters Score -1.416503e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -14165482.000000 Penalty: 5667.888184
	Iteration 29Q: 3 clusters Score -1.416548e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -14165847.000000 Penalty: 5667.888184
	Iteration 30Q: 3 clusters Score -1.416585e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -14166111.000000 Penalty: 5667.888184
	Iteration 31Q: 3 clusters Score -1.416611e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -14166330.000000 Penalty: 5667.888184
	Iteration 32Q: 3 clusters Score -1.416633e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -14166563.000000 Penalty: 5667.888184
	Iteration 33Q: 3 clusters Score -1.416656e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -14166714.000000 Penalty: 5667.888184
	Iteration 34Q: 3 clusters Score -1.416671e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -14166786.000000 Penalty: 5667.888184
	Iteration 35Q: 3 clusters Score -1.416679e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -14166878.000000 Penalty: 5667.888184
	Iteration 36Q: 3 clusters Score -1.416688e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -14166968.000000 Penalty: 5667.888184
	Iteration 37Q: 3 clusters Score -1.416697e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -14166990.000000 Penalty: 5667.888184
	Iteration 38Q: 3 clusters Score -1.416699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -14167014.000000 Penalty: 5667.888184
	Iteration 39Q: 3 clusters Score -1.416701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -14167028.000000 Penalty: 5667.888184
	Iteration 40F: 3 clusters Score -1.416703e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -14167072.000000 Penalty: 5667.888184
	Iteration 41Q: 3 clusters Score -1.416707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -14167093.000000 Penalty: 5667.888184
	Iteration 42Q: 3 clusters Score -1.416709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -14167114.000000 Penalty: 5667.888184
	Iteration 43Q: 3 clusters Score -1.416711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -14167120.000000 Penalty: 5667.888184
	Iteration 44Q: 3 clusters Score -1.416712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -14167154.000000 Penalty: 5667.888184
	Iteration 45Q: 3 clusters Score -1.416715e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -14167163.000000 Penalty: 5667.888184
	Iteration 46Q: 3 clusters Score -1.416716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -14167172.000000 Penalty: 5667.888184
	Iteration 47Q: 3 clusters Score -1.416717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -14167187.000000 Penalty: 5667.888184
	Iteration 48Q: 3 clusters Score -1.416719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -14167198.000000 Penalty: 5667.888184
	Iteration 49Q: 3 clusters Score -1.41672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -14167207.000000 Penalty: 5667.888184
	Iteration 50Q: 3 clusters Score -1.416721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -14167202.000000 Penalty: 5667.888184
	Iteration 51Q: 3 clusters Score -1.41672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -14167214.000000 Penalty: 5667.888184
	Iteration 52Q: 3 clusters Score -1.416721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -14167218.000000 Penalty: 5667.888184
	Iteration 53Q: 3 clusters Score -1.416722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -14167225.000000 Penalty: 5667.888184
	Iteration 54Q: 3 clusters Score -1.416722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -14167223.000000 Penalty: 5667.888184
	Iteration 55Q: 3 clusters Score -1.416722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -14167222.000000 Penalty: 5667.888184
	Iteration 56Q: 3 clusters Score -1.416722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -14167225.000000 Penalty: 5667.888184
	Iteration 57Q: 3 clusters Score -1.416722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -14167226.000000 Penalty: 5667.888184
	Iteration 58Q: 3 clusters Score -1.416723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -14167226.000000 Penalty: 5667.888184
	Iteration 59F: 3 clusters Score -1.416723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 29 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 55981.265625 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 55981.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 155284 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15840 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 38157 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 42069 members 
Mstep: Class 26 contains 17079 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 2211 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14380 members 
Mstep: Class 32 contains 15627 members 
Mstep: Class 33 contains 1289 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115512 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 91784 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159408.000000 Penalty: 143487.859375
Iteration 239Q: 44 clusters Score -1.041594e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 154073 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 26364 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22594 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 38152 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 42028 members 
Mstep: Class 26 contains 17071 members 
Mstep: Class 27 contains 10643 members 
Mstep: Class 28 contains 2212 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14379 members 
Mstep: Class 32 contains 15613 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114285 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 94386 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160160.000000 Penalty: 143487.859375
Iteration 240F: 44 clusters Score -1.041602e+08 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 152682 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 26350 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 5966 members 
Mstep: Class 11 contains 2513 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22583 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15811 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 38140 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 41960 members 
Mstep: Class 26 contains 17072 members 
Mstep: Class 27 contains 10623 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 32 contains 15574 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113305 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 96954 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160640.000000 Penalty: 143487.859375
Iteration 241Q: 44 clusters Score -1.041606e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 151430 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 5961 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22580 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15803 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 38119 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 41886 members 
Mstep: Class 26 contains 17083 members 
Mstep: Class 27 contains 10612 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 15516 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112300 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 99429 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161272.000000 Penalty: 143487.859375
Iteration 242Q: 44 clusters Score -1.041613e+08 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 150172 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22566 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 38102 members 
Mstep: Class 24 contains 4293 members 
Mstep: Class 25 contains 41823 members 
Mstep: Class 26 contains 17101 members 
Mstep: Class 27 contains 10604 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 3145 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 15418 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111419 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 101770 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162072.000000 Penalty: 143487.859375
Iteration 243Q: 44 clusters Score -1.041621e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 148946 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2610 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22564 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 38089 members 
Mstep: Class 24 contains 4296 members 
Mstep: Class 25 contains 41751 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 10600 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14374 members 
Mstep: Class 32 contains 15298 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110568 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 104053 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162448.000000 Penalty: 143487.859375
Iteration 244Q: 44 clusters Score -1.041624e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 147572 members 
Mstep: Class 3 contains 4820 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26305 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22568 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 38081 members 
Mstep: Class 24 contains 4298 members 
Mstep: Class 25 contains 41676 members 
Mstep: Class 26 contains 17159 members 
Mstep: Class 27 contains 10603 members 
Mstep: Class 28 contains 2213 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 32 contains 15178 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109950 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 106240 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163136.000000 Penalty: 143487.859375
Iteration 245Q: 44 clusters Score -1.041631e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 146272 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 26298 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2597 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 38071 members 
Mstep: Class 24 contains 4301 members 
Mstep: Class 25 contains 41589 members 
Mstep: Class 26 contains 17206 members 
Mstep: Class 27 contains 10601 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14382 members 
Mstep: Class 32 contains 15046 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109589 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 108116 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163192.000000 Penalty: 143487.859375
Iteration 246Q: 44 clusters Score -1.041632e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 144968 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26294 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 38054 members 
Mstep: Class 24 contains 4308 members 
Mstep: Class 25 contains 41528 members 
Mstep: Class 26 contains 17228 members 
Mstep: Class 27 contains 10606 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 3141 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 32 contains 14880 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109398 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 109857 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163272.000000 Penalty: 143487.859375
Iteration 247Q: 44 clusters Score -1.041633e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 143735 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26285 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22584 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 38031 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 41465 members 
Mstep: Class 26 contains 17256 members 
Mstep: Class 27 contains 10612 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 14709 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109290 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 111449 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163656.000000 Penalty: 143487.859375
Iteration 248Q: 44 clusters Score -1.041637e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 142560 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2379 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22580 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 38007 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 41413 members 
Mstep: Class 26 contains 17278 members 
Mstep: Class 27 contains 10619 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 32 contains 14519 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109290 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 112895 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163896.000000 Penalty: 143487.859375
Iteration 249Q: 44 clusters Score -1.041639e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 141396 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 26266 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22587 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 37995 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 41351 members 
Mstep: Class 26 contains 17291 members 
Mstep: Class 27 contains 10629 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3140 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 14371 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109276 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 114289 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104164016.000000 Penalty: 143487.859375
Iteration 250Q: 44 clusters Score -1.04164e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 140232 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22592 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 37983 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 41273 members 
Mstep: Class 26 contains 17305 members 
Mstep: Class 27 contains 10628 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 32 contains 14242 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109364 members 
Mstep: Class 38 contains 609 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 115569 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163944.000000 Penalty: 143487.859375
Iteration 251Q: 44 clusters Score -1.041639e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 139084 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 26279 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22594 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15784 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37970 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 41212 members 
Mstep: Class 26 contains 17320 members 
Mstep: Class 27 contains 10632 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14366 members 
Mstep: Class 32 contains 14111 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 109637 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 116627 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163952.000000 Penalty: 143487.859375
Iteration 252Q: 44 clusters Score -1.04164e+08 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 138090 members 
Mstep: Class 3 contains 4897 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 26289 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22593 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15780 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 37957 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 41158 members 
Mstep: Class 26 contains 17322 members 
Mstep: Class 27 contains 10638 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 13967 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110121 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117341 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163880.000000 Penalty: 143487.859375
Iteration 253Q: 44 clusters Score -1.041639e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 137219 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 26296 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 37952 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 41096 members 
Mstep: Class 26 contains 17320 members 
Mstep: Class 27 contains 10639 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14379 members 
Mstep: Class 32 contains 13792 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110708 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117852 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163512.000000 Penalty: 143487.859375
Iteration 254Q: 44 clusters Score -1.041635e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 136499 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26301 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15762 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37947 members 
Mstep: Class 24 contains 4336 members 
Mstep: Class 25 contains 41045 members 
Mstep: Class 26 contains 17320 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 32 contains 13591 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111353 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118154 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163184.000000 Penalty: 143487.859375
Iteration 255Q: 44 clusters Score -1.041632e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 135865 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 26286 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22615 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15766 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 37945 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 40991 members 
Mstep: Class 26 contains 17319 members 
Mstep: Class 27 contains 10660 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 32 contains 13392 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112064 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118337 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162904.000000 Penalty: 143487.859375
Iteration 256Q: 44 clusters Score -1.041629e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 135304 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 26283 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2508 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22610 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 15763 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 37940 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 40955 members 
Mstep: Class 26 contains 17318 members 
Mstep: Class 27 contains 10667 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14389 members 
Mstep: Class 32 contains 13159 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112795 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118439 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162632.000000 Penalty: 143487.859375
Iteration 257Q: 44 clusters Score -1.041626e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 134817 members 
Mstep: Class 3 contains 4892 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 26287 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22614 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15762 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 37937 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 40926 members 
Mstep: Class 26 contains 17307 members 
Mstep: Class 27 contains 10669 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14391 members 
Mstep: Class 32 contains 12928 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113522 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118476 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162488.000000 Penalty: 143487.859375
Iteration 258Q: 44 clusters Score -1.041625e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 134395 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 26289 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22613 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15764 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 37935 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 40919 members 
Mstep: Class 26 contains 17293 members 
Mstep: Class 27 contains 10673 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3130 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14388 members 
Mstep: Class 32 contains 12698 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114230 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118457 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104162304.000000 Penalty: 143487.859375
Iteration 259Q: 44 clusters Score -1.041623e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 134086 members 
Mstep: Class 3 contains 4871 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 26280 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 5946 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22607 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15768 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 37929 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 40918 members 
Mstep: Class 26 contains 17275 members 
Mstep: Class 27 contains 10678 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3127 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14387 members 
Mstep: Class 32 contains 12464 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114792 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118494 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161856.000000 Penalty: 143487.859375
Iteration 260F: 44 clusters Score -1.041619e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 133832 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22601 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 37922 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 40909 members 
Mstep: Class 26 contains 17274 members 
Mstep: Class 27 contains 10678 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 32 contains 12217 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115328 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118506 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161560.000000 Penalty: 143487.859375
Iteration 261Q: 44 clusters Score -1.041616e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 133624 members 
Mstep: Class 3 contains 4859 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37919 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 40887 members 
Mstep: Class 26 contains 17270 members 
Mstep: Class 27 contains 10685 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14389 members 
Mstep: Class 32 contains 11988 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115807 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118478 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161216.000000 Penalty: 143487.859375
Iteration 262Q: 44 clusters Score -1.041612e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 133494 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 26263 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 37913 members 
Mstep: Class 24 contains 4339 members 
Mstep: Class 25 contains 40860 members 
Mstep: Class 26 contains 17259 members 
Mstep: Class 27 contains 10693 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14391 members 
Mstep: Class 32 contains 11763 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116254 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118454 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160688.000000 Penalty: 143487.859375
Iteration 263Q: 44 clusters Score -1.041607e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 133308 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 26262 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37910 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 40851 members 
Mstep: Class 26 contains 17260 members 
Mstep: Class 27 contains 10693 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3123 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 11519 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116691 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118474 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159928.000000 Penalty: 143487.859375
Iteration 264Q: 44 clusters Score -1.041599e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 133103 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 26266 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15769 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 37912 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 40822 members 
Mstep: Class 26 contains 17248 members 
Mstep: Class 27 contains 10696 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14396 members 
Mstep: Class 32 contains 11274 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117200 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118456 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104159672.000000 Penalty: 143487.859375
Iteration 265Q: 44 clusters Score -1.041597e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132916 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 26263 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2452 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22614 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15770 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37914 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 40813 members 
Mstep: Class 26 contains 17240 members 
Mstep: Class 27 contains 10697 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14391 members 
Mstep: Class 32 contains 11032 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117658 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118473 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158904.000000 Penalty: 143487.859375
Iteration 266Q: 44 clusters Score -1.041589e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132732 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15774 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 37913 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 40807 members 
Mstep: Class 26 contains 17232 members 
Mstep: Class 27 contains 10697 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3115 members 
Mstep: Class 30 contains 334 members 
Mstep: Class 31 contains 14392 members 
Mstep: Class 32 contains 10792 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118065 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118511 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158552.000000 Penalty: 143487.859375
Iteration 267Q: 44 clusters Score -1.041586e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132612 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 26271 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22620 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15781 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 37916 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 40799 members 
Mstep: Class 26 contains 17224 members 
Mstep: Class 27 contains 10696 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3116 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118401 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118554 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158392.000000 Penalty: 143487.859375
Iteration 268Q: 44 clusters Score -1.041584e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132488 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26278 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15773 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 37907 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 40796 members 
Mstep: Class 26 contains 17232 members 
Mstep: Class 27 contains 10693 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 10309 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118701 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118648 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158104.000000 Penalty: 143487.859375
Iteration 269Q: 44 clusters Score -1.041581e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132420 members 
Mstep: Class 3 contains 4759 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 26279 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37900 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 40781 members 
Mstep: Class 26 contains 17235 members 
Mstep: Class 27 contains 10694 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3115 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14395 members 
Mstep: Class 32 contains 10088 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118910 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118751 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157792.000000 Penalty: 143487.859375
Iteration 270Q: 44 clusters Score -1.041578e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132403 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 26278 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22632 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15776 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 37893 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 40777 members 
Mstep: Class 26 contains 17239 members 
Mstep: Class 27 contains 10695 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3116 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14392 members 
Mstep: Class 32 contains 9871 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119113 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118807 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157264.000000 Penalty: 143487.859375
Iteration 271Q: 44 clusters Score -1.041573e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 132379 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22632 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15784 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37886 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 40787 members 
Mstep: Class 26 contains 17248 members 
Mstep: Class 27 contains 10697 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3116 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14393 members 
Mstep: Class 32 contains 9636 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119276 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118916 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156856.000000 Penalty: 143487.859375
Iteration 272Q: 44 clusters Score -1.041569e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 132411 members 
Mstep: Class 3 contains 4719 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26269 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22637 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37881 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 40771 members 
Mstep: Class 26 contains 17256 members 
Mstep: Class 27 contains 10703 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3119 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14392 members 
Mstep: Class 32 contains 9415 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119391 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119010 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156472.000000 Penalty: 143487.859375
Iteration 273Q: 44 clusters Score -1.041565e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 132439 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26262 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22647 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37879 members 
Mstep: Class 24 contains 4349 members 
Mstep: Class 25 contains 40755 members 
Mstep: Class 26 contains 17264 members 
Mstep: Class 27 contains 10705 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14393 members 
Mstep: Class 32 contains 9201 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119463 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119140 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156384.000000 Penalty: 143487.859375
Iteration 274Q: 44 clusters Score -1.041564e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 132487 members 
Mstep: Class 3 contains 4706 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22656 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 37875 members 
Mstep: Class 24 contains 4352 members 
Mstep: Class 25 contains 40752 members 
Mstep: Class 26 contains 17249 members 
Mstep: Class 27 contains 10711 members 
Mstep: Class 28 contains 2225 members 
Mstep: Class 29 contains 3120 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 8966 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119529 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119289 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155984.000000 Penalty: 143487.859375
Iteration 275Q: 44 clusters Score -1.04156e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 132565 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26245 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 5899 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22657 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15803 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 40749 members 
Mstep: Class 26 contains 17247 members 
Mstep: Class 27 contains 10713 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3121 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14397 members 
Mstep: Class 32 contains 8756 members 
Mstep: Class 33 contains 1291 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119565 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119411 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155760.000000 Penalty: 143487.859375
Iteration 276Q: 44 clusters Score -1.041558e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 132619 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 26247 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2398 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15807 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 37871 members 
Mstep: Class 24 contains 4358 members 
Mstep: Class 25 contains 40761 members 
Mstep: Class 26 contains 17254 members 
Mstep: Class 27 contains 10719 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14395 members 
Mstep: Class 32 contains 8536 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119553 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119563 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155144.000000 Penalty: 143487.859375
Iteration 277Q: 44 clusters Score -1.041551e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 132672 members 
Mstep: Class 3 contains 4669 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26245 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22658 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15808 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2304 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 40768 members 
Mstep: Class 26 contains 17249 members 
Mstep: Class 27 contains 10728 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14392 members 
Mstep: Class 32 contains 8307 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119584 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119713 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154856.000000 Penalty: 143487.859375
Iteration 278Q: 44 clusters Score -1.041549e+08 nChanged 1450
Entering ConstructFrom: 
Score: -104154856.000000 Penalty: 143487.859375
Entering ConstructFrom: 
Trying to split cluster 1 (16492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Entering Unmasked Estep 
Score: -2317628.500000 Penalty: 2408.236328
	Iteration 0F: 2 clusters Score -2317628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2305814.500000 Penalty: 4816.472656
	Iteration 0F: 3 clusters Score -2305814 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2309945.250000 Penalty: 4816.472656
	Iteration 1F: 3 clusters Score -2309945 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2310797.250000 Penalty: 4816.472656
	Iteration 2F: 3 clusters Score -2310797 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2311615.000000 Penalty: 4816.472656
	Iteration 3F: 3 clusters Score -2311615 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2312239.750000 Penalty: 4816.472656
	Iteration 4F: 3 clusters Score -2312240 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2312742.000000 Penalty: 4816.472656
	Iteration 5F: 3 clusters Score -2312742 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2313151.250000 Penalty: 4816.472656
	Iteration 6Q: 3 clusters Score -2313151 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2313449.250000 Penalty: 4816.472656
	Iteration 7Q: 3 clusters Score -2313449 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2313690.750000 Penalty: 4816.472656
	Iteration 8Q: 3 clusters Score -2313691 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2313857.750000 Penalty: 4816.472656
	Iteration 9Q: 3 clusters Score -2313858 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2314010.000000 Penalty: 4816.472656
	Iteration 10Q: 3 clusters Score -2314010 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2314162.750000 Penalty: 4816.472656
	Iteration 11Q: 3 clusters Score -2314163 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2314294.750000 Penalty: 4816.472656
	Iteration 12Q: 3 clusters Score -2314295 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2314448.250000 Penalty: 4816.472656
	Iteration 13Q: 3 clusters Score -2314448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2314593.750000 Penalty: 4816.472656
	Iteration 14Q: 3 clusters Score -2314594 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2314728.750000 Penalty: 4816.472656
	Iteration 15Q: 3 clusters Score -2314729 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2314833.250000 Penalty: 4816.472656
	Iteration 16Q: 3 clusters Score -2314833 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2314930.750000 Penalty: 4816.472656
	Iteration 17Q: 3 clusters Score -2314931 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2314990.750000 Penalty: 4816.472656
	Iteration 18Q: 3 clusters Score -2314991 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2315050.000000 Penalty: 4816.472656
	Iteration 19Q: 3 clusters Score -2315050 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2315107.750000 Penalty: 4816.472656
	Iteration 20F: 3 clusters Score -2315108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2315153.250000 Penalty: 4816.472656
	Iteration 21Q: 3 clusters Score -2315153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2315196.750000 Penalty: 4816.472656
	Iteration 22Q: 3 clusters Score -2315197 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2315250.750000 Penalty: 4816.472656
	Iteration 23Q: 3 clusters Score -2315251 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2315293.750000 Penalty: 4816.472656
	Iteration 24Q: 3 clusters Score -2315294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2315342.750000 Penalty: 4816.472656
	Iteration 25Q: 3 clusters Score -2315343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2315372.250000 Penalty: 4816.472656
	Iteration 26Q: 3 clusters Score -2315372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2315412.000000 Penalty: 4816.472656
	Iteration 27Q: 3 clusters Score -2315412 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2315465.000000 Penalty: 4816.472656
	Iteration 28Q: 3 clusters Score -2315465 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2315497.500000 Penalty: 4816.472656
	Iteration 29Q: 3 clusters Score -2315498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2315554.000000 Penalty: 4816.472656
	Iteration 30Q: 3 clusters Score -2315554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2315609.500000 Penalty: 4816.472656
	Iteration 31Q: 3 clusters Score -2315610 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2315678.500000 Penalty: 4816.472656
	Iteration 32Q: 3 clusters Score -2315678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2315721.750000 Penalty: 4816.472656
	Iteration 33Q: 3 clusters Score -2315722 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2315759.000000 Penalty: 4816.472656
	Iteration 34Q: 3 clusters Score -2315759 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2315806.500000 Penalty: 4816.472656
	Iteration 35Q: 3 clusters Score -2315806 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2315851.500000 Penalty: 4816.472656
	Iteration 36Q: 3 clusters Score -2315852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2315884.500000 Penalty: 4816.472656
	Iteration 37Q: 3 clusters Score -2315884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2315924.750000 Penalty: 4816.472656
	Iteration 38Q: 3 clusters Score -2315925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2315959.250000 Penalty: 4816.472656
	Iteration 39Q: 3 clusters Score -2315959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2315980.000000 Penalty: 4816.472656
	Iteration 40F: 3 clusters Score -2315980 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2316015.500000 Penalty: 4816.472656
	Iteration 41Q: 3 clusters Score -2316016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2316046.500000 Penalty: 4816.472656
	Iteration 42Q: 3 clusters Score -2316046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2316075.000000 Penalty: 4816.472656
	Iteration 43Q: 3 clusters Score -2316075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2316113.500000 Penalty: 4816.472656
	Iteration 44Q: 3 clusters Score -2316114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2316130.500000 Penalty: 4816.472656
	Iteration 45Q: 3 clusters Score -2316130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2316143.000000 Penalty: 4816.472656
	Iteration 46Q: 3 clusters Score -2316143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2316162.250000 Penalty: 4816.472656
	Iteration 47Q: 3 clusters Score -2316162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2316181.750000 Penalty: 4816.472656
	Iteration 48Q: 3 clusters Score -2316182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2316197.000000 Penalty: 4816.472656
	Iteration 49Q: 3 clusters Score -2316197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2316212.750000 Penalty: 4816.472656
	Iteration 50Q: 3 clusters Score -2316213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2316213.250000 Penalty: 4816.472656
	Iteration 51Q: 3 clusters Score -2316213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2316225.750000 Penalty: 4816.472656
	Iteration 52Q: 3 clusters Score -2316226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2316230.750000 Penalty: 4816.472656
	Iteration 53Q: 3 clusters Score -2316231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2316237.000000 Penalty: 4816.472656
	Iteration 54Q: 3 clusters Score -2316237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2316237.000000 Penalty: 4816.472656
	Iteration 55Q: 3 clusters Score -2316237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2316252.500000 Penalty: 4816.472656
	Iteration 56Q: 3 clusters Score -2316252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2316259.500000 Penalty: 4816.472656
	Iteration 57Q: 3 clusters Score -2316260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2316261.000000 Penalty: 4816.472656
	Iteration 58Q: 3 clusters Score -2316261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2316263.000000 Penalty: 4816.472656
	Iteration 59Q: 3 clusters Score -2316263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2316267.000000 Penalty: 4816.472656
	Iteration 60F: 3 clusters Score -2316267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2316270.250000 Penalty: 4816.472656
	Iteration 61Q: 3 clusters Score -2316270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2316271.500000 Penalty: 4816.472656
	Iteration 62Q: 3 clusters Score -2316272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2316276.250000 Penalty: 4816.472656
	Iteration 63Q: 3 clusters Score -2316276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2316278.500000 Penalty: 4816.472656
	Iteration 64Q: 3 clusters Score -2316278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2316279.500000 Penalty: 4816.472656
	Iteration 65Q: 3 clusters Score -2316280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2316279.750000 Penalty: 4816.472656
	Iteration 66Q: 3 clusters Score -2316280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2316278.250000 Penalty: 4816.472656
	Iteration 67Q: 3 clusters Score -2316278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2316278.250000 Penalty: 4816.472656
	Iteration 68Q: 3 clusters Score -2316278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2316275.500000 Penalty: 4816.472656
	Iteration 69Q: 3 clusters Score -2316276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2316279.500000 Penalty: 4816.472656
	Iteration 70Q: 3 clusters Score -2316280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2316281.000000 Penalty: 4816.472656
	Iteration 71Q: 3 clusters Score -2316281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2316280.750000 Penalty: 4816.472656
	Iteration 72Q: 3 clusters Score -2316281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2316282.500000 Penalty: 4816.472656
	Iteration 73Q: 3 clusters Score -2316282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2316284.250000 Penalty: 4816.472656
	Iteration 74Q: 3 clusters Score -2316284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2316286.500000 Penalty: 4816.472656
	Iteration 75Q: 3 clusters Score -2316286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2316284.000000 Penalty: 4816.472656
	Iteration 76Q: 3 clusters Score -2316284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2316288.000000 Penalty: 4816.472656
	Iteration 77Q: 3 clusters Score -2316288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2316286.750000 Penalty: 4816.472656
	Iteration 78Q: 3 clusters Score -2316287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2316286.750000 Penalty: 4816.472656
	Iteration 79Q: 3 clusters Score -2316287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2316287.000000 Penalty: 4816.472656
	Iteration 80F: 3 clusters Score -2316287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2316285.750000 Penalty: 4816.472656
	Iteration 81Q: 3 clusters Score -2316286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2316289.000000 Penalty: 4816.472656
	Iteration 82Q: 3 clusters Score -2316289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2316286.750000 Penalty: 4816.472656
	Iteration 83Q: 3 clusters Score -2316287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2316286.750000 Penalty: 4816.472656
	Iteration 84F: 3 clusters Score -2316287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Entering Unmasked Estep 
Score: -20433818.000000 Penalty: 2925.371582
	Iteration 0F: 2 clusters Score -2.043382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -20349562.000000 Penalty: 5850.743164
	Iteration 0F: 3 clusters Score -2.034956e+07 nChanged 63389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -20387284.000000 Penalty: 5850.743164
	Iteration 1F: 3 clusters Score -2.038728e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -20389974.000000 Penalty: 5850.743164
	Iteration 2Q: 3 clusters Score -2.038997e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -20393418.000000 Penalty: 5850.743164
	Iteration 3F: 3 clusters Score -2.039342e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -20398624.000000 Penalty: 5850.743164
	Iteration 4F: 3 clusters Score -2.039862e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -20406268.000000 Penalty: 5850.743164
	Iteration 5F: 3 clusters Score -2.040627e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -20415754.000000 Penalty: 5850.743164
	Iteration 6F: 3 clusters Score -2.041575e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -20423402.000000 Penalty: 5850.743164
	Iteration 7F: 3 clusters Score -2.04234e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -20426200.000000 Penalty: 5850.743164
	Iteration 8Q: 3 clusters Score -2.04262e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -20427560.000000 Penalty: 5850.743164
	Iteration 9Q: 3 clusters Score -2.042756e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -20428332.000000 Penalty: 5850.743164
	Iteration 10Q: 3 clusters Score -2.042833e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -20429034.000000 Penalty: 5850.743164
	Iteration 11Q: 3 clusters Score -2.042903e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -20429500.000000 Penalty: 5850.743164
	Iteration 12Q: 3 clusters Score -2.04295e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -20429936.000000 Penalty: 5850.743164
	Iteration 13Q: 3 clusters Score -2.042994e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -20430196.000000 Penalty: 5850.743164
	Iteration 14Q: 3 clusters Score -2.04302e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -20430296.000000 Penalty: 5850.743164
	Iteration 15Q: 3 clusters Score -2.04303e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87710 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -20430410.000000 Penalty: 5850.743164
	Iteration 16Q: 3 clusters Score -2.043041e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -20430462.000000 Penalty: 5850.743164
	Iteration 17Q: 3 clusters Score -2.043046e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -20430566.000000 Penalty: 5850.743164
	Iteration 18Q: 3 clusters Score -2.043057e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -20430660.000000 Penalty: 5850.743164
	Iteration 19Q: 3 clusters Score -2.043066e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -20430722.000000 Penalty: 5850.743164
	Iteration 20F: 3 clusters Score -2.043072e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -20430840.000000 Penalty: 5850.743164
	Iteration 21Q: 3 clusters Score -2.043084e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -20430874.000000 Penalty: 5850.743164
	Iteration 22Q: 3 clusters Score -2.043087e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -20430942.000000 Penalty: 5850.743164
	Iteration 23Q: 3 clusters Score -2.043094e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -20430908.000000 Penalty: 5850.743164
	Iteration 24Q: 3 clusters Score -2.043091e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -20430948.000000 Penalty: 5850.743164
	Iteration 25Q: 3 clusters Score -2.043095e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -20430938.000000 Penalty: 5850.743164
	Iteration 26Q: 3 clusters Score -2.043094e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -20430972.000000 Penalty: 5850.743164
	Iteration 27Q: 3 clusters Score -2.043097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -20430980.000000 Penalty: 5850.743164
	Iteration 28Q: 3 clusters Score -2.043098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -20430992.000000 Penalty: 5850.743164
	Iteration 29Q: 3 clusters Score -2.043099e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -20431030.000000 Penalty: 5850.743164
	Iteration 30Q: 3 clusters Score -2.043103e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -20431038.000000 Penalty: 5850.743164
	Iteration 31Q: 3 clusters Score -2.043104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -20431024.000000 Penalty: 5850.743164
	Iteration 32Q: 3 clusters Score -2.043102e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -20431014.000000 Penalty: 5850.743164
	Iteration 33Q: 3 clusters Score -2.043101e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -20431036.000000 Penalty: 5850.743164
	Iteration 34Q: 3 clusters Score -2.043104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -20431064.000000 Penalty: 5850.743164
	Iteration 35Q: 3 clusters Score -2.043106e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -20431094.000000 Penalty: 5850.743164
	Iteration 36Q: 3 clusters Score -2.043109e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -20431070.000000 Penalty: 5850.743164
	Iteration 37Q: 3 clusters Score -2.043107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -20431088.000000 Penalty: 5850.743164
	Iteration 38Q: 3 clusters Score -2.043109e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -20431108.000000 Penalty: 5850.743164
	Iteration 39Q: 3 clusters Score -2.043111e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -20431136.000000 Penalty: 5850.743164
	Iteration 40F: 3 clusters Score -2.043114e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -20431152.000000 Penalty: 5850.743164
	Iteration 41Q: 3 clusters Score -2.043115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -20431192.000000 Penalty: 5850.743164
	Iteration 42Q: 3 clusters Score -2.043119e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -20431182.000000 Penalty: 5850.743164
	Iteration 43Q: 3 clusters Score -2.043118e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -20431188.000000 Penalty: 5850.743164
	Iteration 44Q: 3 clusters Score -2.043119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -20431198.000000 Penalty: 5850.743164
	Iteration 45Q: 3 clusters Score -2.04312e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -20431200.000000 Penalty: 5850.743164
	Iteration 46Q: 3 clusters Score -2.04312e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -20431212.000000 Penalty: 5850.743164
	Iteration 47Q: 3 clusters Score -2.043121e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.043123e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.043126e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -20431262.000000 Penalty: 5850.743164
	Iteration 50Q: 3 clusters Score -2.043126e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -20431238.000000 Penalty: 5850.743164
	Iteration 51Q: 3 clusters Score -2.043124e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -20431280.000000 Penalty: 5850.743164
	Iteration 52Q: 3 clusters Score -2.043128e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -20431300.000000 Penalty: 5850.743164
	Iteration 53Q: 3 clusters Score -2.04313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -20431322.000000 Penalty: 5850.743164
	Iteration 54Q: 3 clusters Score -2.043132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -20431316.000000 Penalty: 5850.743164
	Iteration 55Q: 3 clusters Score -2.043132e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91916 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -20431324.000000 Penalty: 5850.743164
	Iteration 56Q: 3 clusters Score -2.043132e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -20431346.000000 Penalty: 5850.743164
	Iteration 57Q: 3 clusters Score -2.043135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -20431342.000000 Penalty: 5850.743164
	Iteration 58Q: 3 clusters Score -2.043134e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -20431400.000000 Penalty: 5850.743164
	Iteration 59Q: 3 clusters Score -2.04314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -20431392.000000 Penalty: 5850.743164
	Iteration 60F: 3 clusters Score -2.043139e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92228 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -20431386.000000 Penalty: 5850.743164
	Iteration 61Q: 3 clusters Score -2.043139e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -20431374.000000 Penalty: 5850.743164
	Iteration 62Q: 3 clusters Score -2.043137e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -20431406.000000 Penalty: 5850.743164
	Iteration 63Q: 3 clusters Score -2.043141e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -20431460.000000 Penalty: 5850.743164
	Iteration 64Q: 3 clusters Score -2.043146e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -20431444.000000 Penalty: 5850.743164
	Iteration 65Q: 3 clusters Score -2.043144e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -20431404.000000 Penalty: 5850.743164
	Iteration 66Q: 3 clusters Score -2.04314e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.043144e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -20431440.000000 Penalty: 5850.743164
	Iteration 68Q: 3 clusters Score -2.043144e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.043146e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92864 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -20431460.000000 Penalty: 5850.743164
	Iteration 70Q: 3 clusters Score -2.043146e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92920 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -20431500.000000 Penalty: 5850.743164
	Iteration 71Q: 3 clusters Score -2.04315e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -20431550.000000 Penalty: 5850.743164
	Iteration 72Q: 3 clusters Score -2.043155e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -20431574.000000 Penalty: 5850.743164
	Iteration 73Q: 3 clusters Score -2.043157e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -20431660.000000 Penalty: 5850.743164
	Iteration 74Q: 3 clusters Score -2.043166e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -20431710.000000 Penalty: 5850.743164
	Iteration 75Q: 3 clusters Score -2.043171e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -20431736.000000 Penalty: 5850.743164
	Iteration 76Q: 3 clusters Score -2.043174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -20431768.000000 Penalty: 5850.743164
	Iteration 77Q: 3 clusters Score -2.043177e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -20431822.000000 Penalty: 5850.743164
	Iteration 78Q: 3 clusters Score -2.043182e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93741 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.043186e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -20431876.000000 Penalty: 5850.743164
	Iteration 80F: 3 clusters Score -2.043188e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -20431950.000000 Penalty: 5850.743164
	Iteration 81Q: 3 clusters Score -2.043195e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.043204e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -20432066.000000 Penalty: 5850.743164
	Iteration 83Q: 3 clusters Score -2.043207e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -20432186.000000 Penalty: 5850.743164
	Iteration 84Q: 3 clusters Score -2.043219e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -20432296.000000 Penalty: 5850.743164
	Iteration 85Q: 3 clusters Score -2.04323e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -20432362.000000 Penalty: 5850.743164
	Iteration 86Q: 3 clusters Score -2.043236e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -20432442.000000 Penalty: 5850.743164
	Iteration 87Q: 3 clusters Score -2.043244e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -20432520.000000 Penalty: 5850.743164
	Iteration 88Q: 3 clusters Score -2.043252e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -20432626.000000 Penalty: 5850.743164
	Iteration 89Q: 3 clusters Score -2.043263e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -20432884.000000 Penalty: 5850.743164
	Iteration 90Q: 3 clusters Score -2.043288e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -20432908.000000 Penalty: 5850.743164
	Iteration 91Q: 3 clusters Score -2.043291e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -20433120.000000 Penalty: 5850.743164
	Iteration 92Q: 3 clusters Score -2.043312e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -20433308.000000 Penalty: 5850.743164
	Iteration 93Q: 3 clusters Score -2.043331e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -20433480.000000 Penalty: 5850.743164
	Iteration 94Q: 3 clusters Score -2.043348e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -20433536.000000 Penalty: 5850.743164
	Iteration 95Q: 3 clusters Score -2.043354e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.043354e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -20433538.000000 Penalty: 5850.743164
	Iteration 97Q: 3 clusters Score -2.043354e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -20433430.000000 Penalty: 5850.743164
	Iteration 98Q: 3 clusters Score -2.043343e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -20433282.000000 Penalty: 5850.743164
	Iteration 99Q: 3 clusters Score -2.043328e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114470 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -20433184.000000 Penalty: 5850.743164
	Iteration 100F: 3 clusters Score -2.043318e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.043304e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118387 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -20432808.000000 Penalty: 5850.743164
	Iteration 102Q: 3 clusters Score -2.043281e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -20432832.000000 Penalty: 5850.743164
	Iteration 103Q: 3 clusters Score -2.043283e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -20432682.000000 Penalty: 5850.743164
	Iteration 104Q: 3 clusters Score -2.043268e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -20432536.000000 Penalty: 5850.743164
	Iteration 105Q: 3 clusters Score -2.043254e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124567 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -20432404.000000 Penalty: 5850.743164
	Iteration 106Q: 3 clusters Score -2.04324e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -20432314.000000 Penalty: 5850.743164
	Iteration 107Q: 3 clusters Score -2.043231e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126676 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -20432168.000000 Penalty: 5850.743164
	Iteration 108Q: 3 clusters Score -2.043217e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127530 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -20432064.000000 Penalty: 5850.743164
	Iteration 109Q: 3 clusters Score -2.043206e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128300 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -20431996.000000 Penalty: 5850.743164
	Iteration 110Q: 3 clusters Score -2.0432e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128970 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -20431970.000000 Penalty: 5850.743164
	Iteration 111Q: 3 clusters Score -2.043197e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129576 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20431934.000000 Penalty: 5850.743164
	Iteration 112Q: 3 clusters Score -2.043193e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130032 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20431940.000000 Penalty: 5850.743164
	Iteration 113Q: 3 clusters Score -2.043194e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20431930.000000 Penalty: 5850.743164
	Iteration 114Q: 3 clusters Score -2.043193e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20431842.000000 Penalty: 5850.743164
	Iteration 115Q: 3 clusters Score -2.043184e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.043181e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20431820.000000 Penalty: 5850.743164
	Iteration 117Q: 3 clusters Score -2.043182e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131342 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -20431792.000000 Penalty: 5850.743164
	Iteration 118Q: 3 clusters Score -2.043179e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131462 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20431762.000000 Penalty: 5850.743164
	Iteration 119Q: 3 clusters Score -2.043176e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20431790.000000 Penalty: 5850.743164
	Iteration 120F: 3 clusters Score -2.043179e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20431796.000000 Penalty: 5850.743164
	Iteration 121Q: 3 clusters Score -2.04318e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131735 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20431788.000000 Penalty: 5850.743164
	Iteration 122Q: 3 clusters Score -2.043179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131790 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -20431790.000000 Penalty: 5850.743164
	Iteration 123Q: 3 clusters Score -2.043179e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131834 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20431772.000000 Penalty: 5850.743164
	Iteration 124Q: 3 clusters Score -2.043177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5850.743164
	Iteration 125Q: 3 clusters Score -2.043178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20431764.000000 Penalty: 5850.743164
	Iteration 126Q: 3 clusters Score -2.043176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20431744.000000 Penalty: 5850.743164
	Iteration 127Q: 3 clusters Score -2.043174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131908 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20431750.000000 Penalty: 5850.743164
	Iteration 128Q: 3 clusters Score -2.043175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131915 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20431752.000000 Penalty: 5850.743164
	Iteration 129Q: 3 clusters Score -2.043175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -20431758.000000 Penalty: 5850.743164
	Iteration 130Q: 3 clusters Score -2.043176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20431760.000000 Penalty: 5850.743164
	Iteration 131Q: 3 clusters Score -2.043176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131935 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20431746.000000 Penalty: 5850.743164
	Iteration 132Q: 3 clusters Score -2.043175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131941 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20431746.000000 Penalty: 5850.743164
	Iteration 133Q: 3 clusters Score -2.043175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20431754.000000 Penalty: 5850.743164
	Iteration 134Q: 3 clusters Score -2.043175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -20431760.000000 Penalty: 5850.743164
	Iteration 135Q: 3 clusters Score -2.043176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20431758.000000 Penalty: 5850.743164
	Iteration 136Q: 3 clusters Score -2.043176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20431772.000000 Penalty: 5850.743164
	Iteration 137Q: 3 clusters Score -2.043177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20431762.000000 Penalty: 5850.743164
	Iteration 138Q: 3 clusters Score -2.043176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20431768.000000 Penalty: 5850.743164
	Iteration 139Q: 3 clusters Score -2.043177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20431772.000000 Penalty: 5850.743164
	Iteration 140F: 3 clusters Score -2.043177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20431770.000000 Penalty: 5850.743164
	Iteration 141Q: 3 clusters Score -2.043177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131974 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5850.743164
	Iteration 142Q: 3 clusters Score -2.043178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20431776.000000 Penalty: 5850.743164
	Iteration 143Q: 3 clusters Score -2.043178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20431778.000000 Penalty: 5850.743164
	Iteration 144Q: 3 clusters Score -2.043178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131987 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5850.743164
	Iteration 145Q: 3 clusters Score -2.043178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20431774.000000 Penalty: 5850.743164
	Iteration 146Q: 3 clusters Score -2.043177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20431770.000000 Penalty: 5850.743164
	Iteration 147Q: 3 clusters Score -2.043177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131996 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20431778.000000 Penalty: 5850.743164
	Iteration 148Q: 3 clusters Score -2.043178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20431778.000000 Penalty: 5850.743164
	Iteration 149Q: 3 clusters Score -2.043178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132000 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20431778.000000 Penalty: 5850.743164
	Iteration 150Q: 3 clusters Score -2.043178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5850.743164
	Iteration 151Q: 3 clusters Score -2.043178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20431780.000000 Penalty: 5850.743164
	Iteration 152F: 3 clusters Score -2.043178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -721723.562500 Penalty: 2094.586182
	Iteration 0F: 2 clusters Score -721723.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -717359.250000 Penalty: 4189.172363
	Iteration 0F: 3 clusters Score -717359.2 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -718378.000000 Penalty: 4189.172363
	Iteration 1F: 3 clusters Score -718378 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -718585.687500 Penalty: 4189.172363
	Iteration 2F: 3 clusters Score -718585.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -718699.937500 Penalty: 4189.172363
	Iteration 3Q: 3 clusters Score -718699.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -718775.937500 Penalty: 4189.172363
	Iteration 4Q: 3 clusters Score -718775.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -718830.687500 Penalty: 4189.172363
	Iteration 5Q: 3 clusters Score -718830.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -718876.437500 Penalty: 4189.172363
	Iteration 6Q: 3 clusters Score -718876.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -718915.125000 Penalty: 4189.172363
	Iteration 7Q: 3 clusters Score -718915.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -718954.125000 Penalty: 4189.172363
	Iteration 8Q: 3 clusters Score -718954.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -718987.062500 Penalty: 4189.172363
	Iteration 9Q: 3 clusters Score -718987.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -719022.562500 Penalty: 4189.172363
	Iteration 10Q: 3 clusters Score -719022.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -719055.875000 Penalty: 4189.172363
	Iteration 11Q: 3 clusters Score -719055.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -719092.875000 Penalty: 4189.172363
	Iteration 12Q: 3 clusters Score -719092.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -719126.875000 Penalty: 4189.172363
	Iteration 13Q: 3 clusters Score -719126.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -719157.562500 Penalty: 4189.172363
	Iteration 14Q: 3 clusters Score -719157.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -719185.687500 Penalty: 4189.172363
	Iteration 15Q: 3 clusters Score -719185.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -719205.750000 Penalty: 4189.172363
	Iteration 16Q: 3 clusters Score -719205.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -719225.125000 Penalty: 4189.172363
	Iteration 17Q: 3 clusters Score -719225.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -719243.875000 Penalty: 4189.172363
	Iteration 18Q: 3 clusters Score -719243.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -719261.812500 Penalty: 4189.172363
	Iteration 19Q: 3 clusters Score -719261.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -719290.062500 Penalty: 4189.172363
	Iteration 20F: 3 clusters Score -719290.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -719323.312500 Penalty: 4189.172363
	Iteration 21Q: 3 clusters Score -719323.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -719352.062500 Penalty: 4189.172363
	Iteration 22Q: 3 clusters Score -719352.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -719378.687500 Penalty: 4189.172363
	Iteration 23Q: 3 clusters Score -719378.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -719403.125000 Penalty: 4189.172363
	Iteration 24Q: 3 clusters Score -719403.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -719430.812500 Penalty: 4189.172363
	Iteration 25Q: 3 clusters Score -719430.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -719454.062500 Penalty: 4189.172363
	Iteration 26Q: 3 clusters Score -719454.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -719475.125000 Penalty: 4189.172363
	Iteration 27Q: 3 clusters Score -719475.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -719493.875000 Penalty: 4189.172363
	Iteration 28Q: 3 clusters Score -719493.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -719517.312500 Penalty: 4189.172363
	Iteration 29Q: 3 clusters Score -719517.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -719537.500000 Penalty: 4189.172363
	Iteration 30Q: 3 clusters Score -719537.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -719553.187500 Penalty: 4189.172363
	Iteration 31Q: 3 clusters Score -719553.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -719567.312500 Penalty: 4189.172363
	Iteration 32Q: 3 clusters Score -719567.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -719581.312500 Penalty: 4189.172363
	Iteration 33Q: 3 clusters Score -719581.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -719593.375000 Penalty: 4189.172363
	Iteration 34Q: 3 clusters Score -719593.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -719613.687500 Penalty: 4189.172363
	Iteration 35Q: 3 clusters Score -719613.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -719635.687500 Penalty: 4189.172363
	Iteration 36Q: 3 clusters Score -719635.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -719651.125000 Penalty: 4189.172363
	Iteration 37Q: 3 clusters Score -719651.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -719672.375000 Penalty: 4189.172363
	Iteration 38Q: 3 clusters Score -719672.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -719693.750000 Penalty: 4189.172363
	Iteration 39Q: 3 clusters Score -719693.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -719713.875000 Penalty: 4189.172363
	Iteration 40F: 3 clusters Score -719713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -719730.437500 Penalty: 4189.172363
	Iteration 41Q: 3 clusters Score -719730.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -719742.375000 Penalty: 4189.172363
	Iteration 42Q: 3 clusters Score -719742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -719747.187500 Penalty: 4189.172363
	Iteration 43Q: 3 clusters Score -719747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -719749.750000 Penalty: 4189.172363
	Iteration 44Q: 3 clusters Score -719749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -719760.000000 Penalty: 4189.172363
	Iteration 45Q: 3 clusters Score -719760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -719768.687500 Penalty: 4189.172363
	Iteration 46Q: 3 clusters Score -719768.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -719774.250000 Penalty: 4189.172363
	Iteration 47Q: 3 clusters Score -719774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -719782.500000 Penalty: 4189.172363
	Iteration 48Q: 3 clusters Score -719782.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -719793.500000 Penalty: 4189.172363
	Iteration 49Q: 3 clusters Score -719793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -719803.437500 Penalty: 4189.172363
	Iteration 50Q: 3 clusters Score -719803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -719812.812500 Penalty: 4189.172363
	Iteration 51Q: 3 clusters Score -719812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -719821.437500 Penalty: 4189.172363
	Iteration 52Q: 3 clusters Score -719821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -719823.250000 Penalty: 4189.172363
	Iteration 53Q: 3 clusters Score -719823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -719824.125000 Penalty: 4189.172363
	Iteration 54Q: 3 clusters Score -719824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -719827.812500 Penalty: 4189.172363
	Iteration 55Q: 3 clusters Score -719827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -719830.312500 Penalty: 4189.172363
	Iteration 56Q: 3 clusters Score -719830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -719836.187500 Penalty: 4189.172363
	Iteration 57Q: 3 clusters Score -719836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -719838.750000 Penalty: 4189.172363
	Iteration 58Q: 3 clusters Score -719838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -719842.125000 Penalty: 4189.172363
	Iteration 59Q: 3 clusters Score -719842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -719845.875000 Penalty: 4189.172363
	Iteration 60F: 3 clusters Score -719845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -719848.812500 Penalty: 4189.172363
	Iteration 61Q: 3 clusters Score -719848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -719855.500000 Penalty: 4189.172363
	Iteration 62Q: 3 clusters Score -719855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -719863.187500 Penalty: 4189.172363
	Iteration 63Q: 3 clusters Score -719863.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -719870.937500 Penalty: 4189.172363
	Iteration 64Q: 3 clusters Score -719870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -719878.812500 Penalty: 4189.172363
	Iteration 65Q: 3 clusters Score -719878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -719886.812500 Penalty: 4189.172363
	Iteration 66Q: 3 clusters Score -719886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -719892.187500 Penalty: 4189.172363
	Iteration 67Q: 3 clusters Score -719892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -719897.437500 Penalty: 4189.172363
	Iteration 68Q: 3 clusters Score -719897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -719902.000000 Penalty: 4189.172363
	Iteration 69Q: 3 clusters Score -719902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -719906.937500 Penalty: 4189.172363
	Iteration 70Q: 3 clusters Score -719906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -719909.312500 Penalty: 4189.172363
	Iteration 71Q: 3 clusters Score -719909.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -719915.437500 Penalty: 4189.172363
	Iteration 72Q: 3 clusters Score -719915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -719921.187500 Penalty: 4189.172363
	Iteration 73Q: 3 clusters Score -719921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -719924.000000 Penalty: 4189.172363
	Iteration 74Q: 3 clusters Score -719924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -719925.687500 Penalty: 4189.172363
	Iteration 75Q: 3 clusters Score -719925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -719929.125000 Penalty: 4189.172363
	Iteration 76Q: 3 clusters Score -719929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -719929.937500 Penalty: 4189.172363
	Iteration 77Q: 3 clusters Score -719929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -719931.250000 Penalty: 4189.172363
	Iteration 78Q: 3 clusters Score -719931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -719934.125000 Penalty: 4189.172363
	Iteration 79Q: 3 clusters Score -719934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -719935.375000 Penalty: 4189.172363
	Iteration 80F: 3 clusters Score -719935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -719936.312500 Penalty: 4189.172363
	Iteration 81Q: 3 clusters Score -719936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -719938.625000 Penalty: 4189.172363
	Iteration 82Q: 3 clusters Score -719938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -719941.687500 Penalty: 4189.172363
	Iteration 83Q: 3 clusters Score -719941.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -719941.687500 Penalty: 4189.172363
	Iteration 84F: 3 clusters Score -719941.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Entering Unmasked Estep 
Score: -4754231.500000 Penalty: 2562.856934
	Iteration 0F: 2 clusters Score -4754232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4733072.000000 Penalty: 5125.713867
	Iteration 0F: 3 clusters Score -4733072 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4740608.000000 Penalty: 5125.713867
	Iteration 1F: 3 clusters Score -4740608 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4741067.500000 Penalty: 5125.713867
	Iteration 2Q: 3 clusters Score -4741068 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -4741460.500000 Penalty: 5125.713867
	Iteration 3Q: 3 clusters Score -4741460 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4741783.500000 Penalty: 5125.713867
	Iteration 4Q: 3 clusters Score -4741784 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4742144.000000 Penalty: 5125.713867
	Iteration 5Q: 3 clusters Score -4742144 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4742505.500000 Penalty: 5125.713867
	Iteration 6Q: 3 clusters Score -4742506 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4742981.000000 Penalty: 5125.713867
	Iteration 7Q: 3 clusters Score -4742981 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4743561.500000 Penalty: 5125.713867
	Iteration 8Q: 3 clusters Score -4743562 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4744167.000000 Penalty: 5125.713867
	Iteration 9Q: 3 clusters Score -4744167 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4744741.000000 Penalty: 5125.713867
	Iteration 10Q: 3 clusters Score -4744741 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4745288.500000 Penalty: 5125.713867
	Iteration 11Q: 3 clusters Score -4745288 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4745693.000000 Penalty: 5125.713867
	Iteration 12Q: 3 clusters Score -4745693 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4746079.500000 Penalty: 5125.713867
	Iteration 13Q: 3 clusters Score -4746080 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4746453.500000 Penalty: 5125.713867
	Iteration 14Q: 3 clusters Score -4746454 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4746796.000000 Penalty: 5125.713867
	Iteration 15Q: 3 clusters Score -4746796 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4747134.500000 Penalty: 5125.713867
	Iteration 16Q: 3 clusters Score -4747134 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4747494.500000 Penalty: 5125.713867
	Iteration 17Q: 3 clusters Score -4747494 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4747855.500000 Penalty: 5125.713867
	Iteration 18Q: 3 clusters Score -4747856 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4748247.000000 Penalty: 5125.713867
	Iteration 19Q: 3 clusters Score -4748247 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4748598.000000 Penalty: 5125.713867
	Iteration 20F: 3 clusters Score -4748598 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4748877.500000 Penalty: 5125.713867
	Iteration 21Q: 3 clusters Score -4748878 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -4749136.000000 Penalty: 5125.713867
	Iteration 22Q: 3 clusters Score -4749136 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -4749350.500000 Penalty: 5125.713867
	Iteration 23Q: 3 clusters Score -4749350 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4749533.500000 Penalty: 5125.713867
	Iteration 24Q: 3 clusters Score -4749534 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4749701.000000 Penalty: 5125.713867
	Iteration 25Q: 3 clusters Score -4749701 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4749855.500000 Penalty: 5125.713867
	Iteration 26Q: 3 clusters Score -4749856 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4750016.000000 Penalty: 5125.713867
	Iteration 27Q: 3 clusters Score -4750016 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4750190.000000 Penalty: 5125.713867
	Iteration 28Q: 3 clusters Score -4750190 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4750314.500000 Penalty: 5125.713867
	Iteration 29Q: 3 clusters Score -4750314 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4750413.500000 Penalty: 5125.713867
	Iteration 30Q: 3 clusters Score -4750414 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4750470.000000 Penalty: 5125.713867
	Iteration 31Q: 3 clusters Score -4750470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4750534.500000 Penalty: 5125.713867
	Iteration 32Q: 3 clusters Score -4750534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4750557.000000 Penalty: 5125.713867
	Iteration 33Q: 3 clusters Score -4750557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4750588.500000 Penalty: 5125.713867
	Iteration 34Q: 3 clusters Score -4750588 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -4750604.500000 Penalty: 5125.713867
	Iteration 35Q: 3 clusters Score -4750604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4750622.500000 Penalty: 5125.713867
	Iteration 36Q: 3 clusters Score -4750622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4750635.500000 Penalty: 5125.713867
	Iteration 37Q: 3 clusters Score -4750636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4750661.500000 Penalty: 5125.713867
	Iteration 38Q: 3 clusters Score -4750662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4750676.000000 Penalty: 5125.713867
	Iteration 39Q: 3 clusters Score -4750676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -4750689.000000 Penalty: 5125.713867
	Iteration 40F: 3 clusters Score -4750689 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4750721.500000 Penalty: 5125.713867
	Iteration 41Q: 3 clusters Score -4750722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4750727.000000 Penalty: 5125.713867
	Iteration 42Q: 3 clusters Score -4750727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4750734.000000 Penalty: 5125.713867
	Iteration 43Q: 3 clusters Score -4750734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4750758.500000 Penalty: 5125.713867
	Iteration 44Q: 3 clusters Score -4750758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4750772.500000 Penalty: 5125.713867
	Iteration 45Q: 3 clusters Score -4750772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4750804.500000 Penalty: 5125.713867
	Iteration 46Q: 3 clusters Score -4750804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4750813.000000 Penalty: 5125.713867
	Iteration 47Q: 3 clusters Score -4750813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4750830.000000 Penalty: 5125.713867
	Iteration 48Q: 3 clusters Score -4750830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4750850.000000 Penalty: 5125.713867
	Iteration 49Q: 3 clusters Score -4750850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4750869.500000 Penalty: 5125.713867
	Iteration 50Q: 3 clusters Score -4750870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4750895.000000 Penalty: 5125.713867
	Iteration 51Q: 3 clusters Score -4750895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4750910.500000 Penalty: 5125.713867
	Iteration 52Q: 3 clusters Score -4750910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4750933.000000 Penalty: 5125.713867
	Iteration 53Q: 3 clusters Score -4750933 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4750950.500000 Penalty: 5125.713867
	Iteration 54Q: 3 clusters Score -4750950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4750960.500000 Penalty: 5125.713867
	Iteration 55Q: 3 clusters Score -4750960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4751003.000000 Penalty: 5125.713867
	Iteration 56Q: 3 clusters Score -4751003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4751047.500000 Penalty: 5125.713867
	Iteration 57Q: 3 clusters Score -4751048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4751095.500000 Penalty: 5125.713867
	Iteration 58Q: 3 clusters Score -4751096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4751119.500000 Penalty: 5125.713867
	Iteration 59Q: 3 clusters Score -4751120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4751141.000000 Penalty: 5125.713867
	Iteration 60F: 3 clusters Score -4751141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4751182.000000 Penalty: 5125.713867
	Iteration 61Q: 3 clusters Score -4751182 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4751222.500000 Penalty: 5125.713867
	Iteration 62Q: 3 clusters Score -4751222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4751284.500000 Penalty: 5125.713867
	Iteration 63Q: 3 clusters Score -4751284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4751343.500000 Penalty: 5125.713867
	Iteration 64Q: 3 clusters Score -4751344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4751402.000000 Penalty: 5125.713867
	Iteration 65Q: 3 clusters Score -4751402 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4751474.000000 Penalty: 5125.713867
	Iteration 66Q: 3 clusters Score -4751474 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4751534.500000 Penalty: 5125.713867
	Iteration 67Q: 3 clusters Score -4751534 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4751616.000000 Penalty: 5125.713867
	Iteration 68Q: 3 clusters Score -4751616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4751676.500000 Penalty: 5125.713867
	Iteration 69Q: 3 clusters Score -4751676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4751717.500000 Penalty: 5125.713867
	Iteration 70Q: 3 clusters Score -4751718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4751751.500000 Penalty: 5125.713867
	Iteration 71Q: 3 clusters Score -4751752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4751789.000000 Penalty: 5125.713867
	Iteration 72Q: 3 clusters Score -4751789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4751825.000000 Penalty: 5125.713867
	Iteration 73Q: 3 clusters Score -4751825 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4751869.500000 Penalty: 5125.713867
	Iteration 74Q: 3 clusters Score -4751870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4751900.500000 Penalty: 5125.713867
	Iteration 75Q: 3 clusters Score -4751900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4751930.000000 Penalty: 5125.713867
	Iteration 76Q: 3 clusters Score -4751930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4751944.000000 Penalty: 5125.713867
	Iteration 77Q: 3 clusters Score -4751944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4751970.000000 Penalty: 5125.713867
	Iteration 78Q: 3 clusters Score -4751970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4751992.500000 Penalty: 5125.713867
	Iteration 79Q: 3 clusters Score -4751992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4752008.500000 Penalty: 5125.713867
	Iteration 80F: 3 clusters Score -4752008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4752027.000000 Penalty: 5125.713867
	Iteration 81Q: 3 clusters Score -4752027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4752040.000000 Penalty: 5125.713867
	Iteration 82Q: 3 clusters Score -4752040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4752041.000000 Penalty: 5125.713867
	Iteration 83Q: 3 clusters Score -4752041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4752038.000000 Penalty: 5125.713867
	Iteration 84Q: 3 clusters Score -4752038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4752061.500000 Penalty: 5125.713867
	Iteration 85Q: 3 clusters Score -4752062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4752056.500000 Penalty: 5125.713867
	Iteration 86Q: 3 clusters Score -4752056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4752070.000000 Penalty: 5125.713867
	Iteration 87Q: 3 clusters Score -4752070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4752069.500000 Penalty: 5125.713867
	Iteration 88Q: 3 clusters Score -4752070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4752070.500000 Penalty: 5125.713867
	Iteration 89Q: 3 clusters Score -4752070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4752067.500000 Penalty: 5125.713867
	Iteration 90Q: 3 clusters Score -4752068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4752066.000000 Penalty: 5125.713867
	Iteration 91Q: 3 clusters Score -4752066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4752068.500000 Penalty: 5125.713867
	Iteration 92Q: 3 clusters Score -4752068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4752069.000000 Penalty: 5125.713867
	Iteration 93Q: 3 clusters Score -4752069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4752081.000000 Penalty: 5125.713867
	Iteration 94Q: 3 clusters Score -4752081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4752089.500000 Penalty: 5125.713867
	Iteration 95Q: 3 clusters Score -4752090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4752088.500000 Penalty: 5125.713867
	Iteration 96Q: 3 clusters Score -4752088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4752089.000000 Penalty: 5125.713867
	Iteration 97Q: 3 clusters Score -4752089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4752097.000000 Penalty: 5125.713867
	Iteration 98Q: 3 clusters Score -4752097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4752090.500000 Penalty: 5125.713867
	Iteration 99Q: 3 clusters Score -4752090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4752097.500000 Penalty: 5125.713867
	Iteration 100F: 3 clusters Score -4752098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4752099.000000 Penalty: 5125.713867
	Iteration 101Q: 3 clusters Score -4752099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4752102.500000 Penalty: 5125.713867
	Iteration 102Q: 3 clusters Score -4752102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4752098.000000 Penalty: 5125.713867
	Iteration 103Q: 3 clusters Score -4752098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4752102.500000 Penalty: 5125.713867
	Iteration 104Q: 3 clusters Score -4752102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4752101.000000 Penalty: 5125.713867
	Iteration 105Q: 3 clusters Score -4752101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4752111.000000 Penalty: 5125.713867
	Iteration 106Q: 3 clusters Score -4752111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4752106.500000 Penalty: 5125.713867
	Iteration 107Q: 3 clusters Score -4752106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4752112.000000 Penalty: 5125.713867
	Iteration 108Q: 3 clusters Score -4752112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4752115.000000 Penalty: 5125.713867
	Iteration 109Q: 3 clusters Score -4752115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4752118.000000 Penalty: 5125.713867
	Iteration 110Q: 3 clusters Score -4752118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4752118.000000 Penalty: 5125.713867
	Iteration 111Q: 3 clusters Score -4752118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4752125.000000 Penalty: 5125.713867
	Iteration 112Q: 3 clusters Score -4752125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4752125.000000 Penalty: 5125.713867
	Iteration 113F: 3 clusters Score -4752125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -501498.875000 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -501498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -498003.875000 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -498003.9 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -498754.937500 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -498754.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -498963.906250 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -498963.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -499092.906250 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -499092.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -499193.218750 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -499193.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -499287.000000 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -499287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -499358.250000 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -499358.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -499429.406250 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -499429.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -499516.156250 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -499516.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -499600.406250 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -499600.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -499675.406250 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -499675.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -499749.312500 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -499749.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -499789.093750 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -499789.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -499821.250000 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -499821.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -499852.468750 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -499852.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -499878.625000 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -499878.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -499895.531250 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -499895.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -499908.156250 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -499908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -499919.187500 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -499919.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -499930.218750 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -499930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -499941.656250 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -499941.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -499957.906250 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -499957.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -499968.500000 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -499968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -499973.375000 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -499973.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -499977.437500 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -499977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -499979.750000 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -499979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -499984.812500 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -499984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -499993.250000 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -499993.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -500000.062500 Penalty: 4026.778809
	Iteration 28Q: 3 clusters Score -500000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -500004.906250 Penalty: 4026.778809
	Iteration 29Q: 3 clusters Score -500004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -500009.500000 Penalty: 4026.778809
	Iteration 30Q: 3 clusters Score -500009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -500013.531250 Penalty: 4026.778809
	Iteration 31Q: 3 clusters Score -500013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -500014.250000 Penalty: 4026.778809
	Iteration 32Q: 3 clusters Score -500014.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -500014.562500 Penalty: 4026.778809
	Iteration 33Q: 3 clusters Score -500014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -500014.562500 Penalty: 4026.778809
	Iteration 34F: 3 clusters Score -500014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -475819.218750 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -475819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -472388.000000 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -472388 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -473135.437500 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -473135.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -473371.906250 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -473371.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -473534.250000 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -473534.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -473676.250000 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -473676.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -473873.125000 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -473873.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -474060.750000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -474060.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -474306.250000 Penalty: 4013.143311
	Iteration 7F: 3 clusters Score -474306.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -474510.250000 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -474510.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -474626.500000 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -474626.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -474688.375000 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -474688.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -474737.968750 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -474738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -474774.906250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -474774.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -474802.875000 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -474802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -474825.000000 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -474825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -474840.437500 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -474840.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -474854.312500 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -474854.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -474869.593750 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -474869.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -474886.875000 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -474886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -474896.656250 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -474896.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -474902.187500 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -474902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -474910.781250 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -474910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -474916.875000 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -474916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -474919.812500 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -474919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -474924.843750 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -474924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -474930.062500 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -474930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -474933.000000 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -474933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -474933.343750 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -474933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -474935.687500 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -474935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -474939.031250 Penalty: 4013.143311
	Iteration 29Q: 3 clusters Score -474939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -474942.468750 Penalty: 4013.143311
	Iteration 30Q: 3 clusters Score -474942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -474944.531250 Penalty: 4013.143311
	Iteration 31Q: 3 clusters Score -474944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -474947.406250 Penalty: 4013.143311
	Iteration 32Q: 3 clusters Score -474947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -474950.218750 Penalty: 4013.143311
	Iteration 33Q: 3 clusters Score -474950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -474954.375000 Penalty: 4013.143311
	Iteration 34Q: 3 clusters Score -474954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -474958.000000 Penalty: 4013.143311
	Iteration 35Q: 3 clusters Score -474958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -474961.812500 Penalty: 4013.143311
	Iteration 36Q: 3 clusters Score -474961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -474966.281250 Penalty: 4013.143311
	Iteration 37Q: 3 clusters Score -474966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -474970.000000 Penalty: 4013.143311
	Iteration 38Q: 3 clusters Score -474970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -474973.406250 Penalty: 4013.143311
	Iteration 39Q: 3 clusters Score -474973.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -474978.875000 Penalty: 4013.143311
	Iteration 40F: 3 clusters Score -474978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -474983.031250 Penalty: 4013.143311
	Iteration 41Q: 3 clusters Score -474983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -474986.187500 Penalty: 4013.143311
	Iteration 42Q: 3 clusters Score -474986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -474989.812500 Penalty: 4013.143311
	Iteration 43Q: 3 clusters Score -474989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -474992.375000 Penalty: 4013.143311
	Iteration 44Q: 3 clusters Score -474992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -474996.687500 Penalty: 4013.143311
	Iteration 45Q: 3 clusters Score -474996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -475001.343750 Penalty: 4013.143311
	Iteration 46Q: 3 clusters Score -475001.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -475004.812500 Penalty: 4013.143311
	Iteration 47Q: 3 clusters Score -475004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -475008.593750 Penalty: 4013.143311
	Iteration 48Q: 3 clusters Score -475008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -475011.000000 Penalty: 4013.143311
	Iteration 49Q: 3 clusters Score -475011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -475011.218750 Penalty: 4013.143311
	Iteration 50Q: 3 clusters Score -475011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -475012.343750 Penalty: 4013.143311
	Iteration 51Q: 3 clusters Score -475012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -475012.875000 Penalty: 4013.143311
	Iteration 52Q: 3 clusters Score -475012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -475012.875000 Penalty: 4013.143311
	Iteration 53F: 3 clusters Score -475012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Entering Unmasked Estep 
Score: -3994782.750000 Penalty: 2523.391113
	Iteration 0F: 2 clusters Score -3994783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3976671.500000 Penalty: 5046.782227
	Iteration 0F: 3 clusters Score -3976672 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3983018.750000 Penalty: 5046.782227
	Iteration 1F: 3 clusters Score -3983019 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3983522.000000 Penalty: 5046.782227
	Iteration 2F: 3 clusters Score -3983522 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3983947.250000 Penalty: 5046.782227
	Iteration 3Q: 3 clusters Score -3983947 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3984387.500000 Penalty: 5046.782227
	Iteration 4Q: 3 clusters Score -3984388 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3984952.000000 Penalty: 5046.782227
	Iteration 5Q: 3 clusters Score -3984952 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3985703.750000 Penalty: 5046.782227
	Iteration 6Q: 3 clusters Score -3985704 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3986715.000000 Penalty: 5046.782227
	Iteration 7F: 3 clusters Score -3986715 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3988063.750000 Penalty: 5046.782227
	Iteration 8F: 3 clusters Score -3988064 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3989500.000000 Penalty: 5046.782227
	Iteration 9F: 3 clusters Score -3989500 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3990742.500000 Penalty: 5046.782227
	Iteration 10F: 3 clusters Score -3990742 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3991607.250000 Penalty: 5046.782227
	Iteration 11Q: 3 clusters Score -3991607 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3992083.500000 Penalty: 5046.782227
	Iteration 12Q: 3 clusters Score -3992084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3992313.000000 Penalty: 5046.782227
	Iteration 13Q: 3 clusters Score -3992313 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3992437.750000 Penalty: 5046.782227
	Iteration 14Q: 3 clusters Score -3992438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3992495.000000 Penalty: 5046.782227
	Iteration 15Q: 3 clusters Score -3992495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3992524.000000 Penalty: 5046.782227
	Iteration 16Q: 3 clusters Score -3992524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3992550.500000 Penalty: 5046.782227
	Iteration 17Q: 3 clusters Score -3992550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3992566.250000 Penalty: 5046.782227
	Iteration 18Q: 3 clusters Score -3992566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3992578.500000 Penalty: 5046.782227
	Iteration 19Q: 3 clusters Score -3992578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3992593.500000 Penalty: 5046.782227
	Iteration 20F: 3 clusters Score -3992594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3992595.250000 Penalty: 5046.782227
	Iteration 21Q: 3 clusters Score -3992595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3992601.000000 Penalty: 5046.782227
	Iteration 22Q: 3 clusters Score -3992601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3992609.250000 Penalty: 5046.782227
	Iteration 23Q: 3 clusters Score -3992609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3992618.250000 Penalty: 5046.782227
	Iteration 24Q: 3 clusters Score -3992618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3992625.500000 Penalty: 5046.782227
	Iteration 25Q: 3 clusters Score -3992626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3992635.750000 Penalty: 5046.782227
	Iteration 26Q: 3 clusters Score -3992636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3992640.250000 Penalty: 5046.782227
	Iteration 27Q: 3 clusters Score -3992640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3992641.000000 Penalty: 5046.782227
	Iteration 28Q: 3 clusters Score -3992641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3992640.750000 Penalty: 5046.782227
	Iteration 29Q: 3 clusters Score -3992641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3992640.750000 Penalty: 5046.782227
	Iteration 30F: 3 clusters Score -3992641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1467482.625000 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1467483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1460068.750000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1460069 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1462283.625000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1462284 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1462672.750000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1462673 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1463005.000000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1463005 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1463340.625000 Penalty: 4554.600098
	Iteration 4F: 3 clusters Score -1463341 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1463757.500000 Penalty: 4554.600098
	Iteration 5F: 3 clusters Score -1463758 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1464216.125000 Penalty: 4554.600098
	Iteration 6F: 3 clusters Score -1464216 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1464735.000000 Penalty: 4554.600098
	Iteration 7F: 3 clusters Score -1464735 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1465227.875000 Penalty: 4554.600098
	Iteration 8F: 3 clusters Score -1465228 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1465596.000000 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1465596 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1465811.875000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1465812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1465945.500000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1465946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1466025.875000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1466026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1466063.250000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1466063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1466084.375000 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1466084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1466099.750000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1466100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1466105.625000 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1466106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1466110.000000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1466110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1466110.875000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1466111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1466114.500000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1466114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1466115.125000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1466115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Entering Unmasked Estep 
Score: -354325.406250 Penalty: 1929.100342
	Iteration 0F: 2 clusters Score -354325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -351446.281250 Penalty: 3858.200684
	Iteration 0F: 3 clusters Score -351446.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -351968.937500 Penalty: 3858.200684
	Iteration 1F: 3 clusters Score -351968.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -352097.500000 Penalty: 3858.200684
	Iteration 2F: 3 clusters Score -352097.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -352174.500000 Penalty: 3858.200684
	Iteration 3Q: 3 clusters Score -352174.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -352227.062500 Penalty: 3858.200684
	Iteration 4Q: 3 clusters Score -352227.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352278.218750 Penalty: 3858.200684
	Iteration 5Q: 3 clusters Score -352278.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -352323.031250 Penalty: 3858.200684
	Iteration 6Q: 3 clusters Score -352323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352364.562500 Penalty: 3858.200684
	Iteration 7Q: 3 clusters Score -352364.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -352392.093750 Penalty: 3858.200684
	Iteration 8Q: 3 clusters Score -352392.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -352411.906250 Penalty: 3858.200684
	Iteration 9Q: 3 clusters Score -352411.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -352438.062500 Penalty: 3858.200684
	Iteration 10Q: 3 clusters Score -352438.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -352456.375000 Penalty: 3858.200684
	Iteration 11Q: 3 clusters Score -352456.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -352477.718750 Penalty: 3858.200684
	Iteration 12Q: 3 clusters Score -352477.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -352500.500000 Penalty: 3858.200684
	Iteration 13Q: 3 clusters Score -352500.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -352515.656250 Penalty: 3858.200684
	Iteration 14Q: 3 clusters Score -352515.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -352529.375000 Penalty: 3858.200684
	Iteration 15Q: 3 clusters Score -352529.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -352539.968750 Penalty: 3858.200684
	Iteration 16Q: 3 clusters Score -352540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -352548.468750 Penalty: 3858.200684
	Iteration 17Q: 3 clusters Score -352548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -352557.000000 Penalty: 3858.200684
	Iteration 18Q: 3 clusters Score -352557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -352565.562500 Penalty: 3858.200684
	Iteration 19Q: 3 clusters Score -352565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -352572.500000 Penalty: 3858.200684
	Iteration 20F: 3 clusters Score -352572.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -352579.125000 Penalty: 3858.200684
	Iteration 21Q: 3 clusters Score -352579.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -352586.062500 Penalty: 3858.200684
	Iteration 22Q: 3 clusters Score -352586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -352594.093750 Penalty: 3858.200684
	Iteration 23Q: 3 clusters Score -352594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -352601.781250 Penalty: 3858.200684
	Iteration 24Q: 3 clusters Score -352601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -352607.437500 Penalty: 3858.200684
	Iteration 25Q: 3 clusters Score -352607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -352612.781250 Penalty: 3858.200684
	Iteration 26Q: 3 clusters Score -352612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -352617.593750 Penalty: 3858.200684
	Iteration 27Q: 3 clusters Score -352617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -352622.000000 Penalty: 3858.200684
	Iteration 28Q: 3 clusters Score -352622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -352628.968750 Penalty: 3858.200684
	Iteration 29Q: 3 clusters Score -352629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -352630.937500 Penalty: 3858.200684
	Iteration 30Q: 3 clusters Score -352630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -352634.718750 Penalty: 3858.200684
	Iteration 31Q: 3 clusters Score -352634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -352638.968750 Penalty: 3858.200684
	Iteration 32Q: 3 clusters Score -352639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -352640.531250 Penalty: 3858.200684
	Iteration 33Q: 3 clusters Score -352640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -352640.531250 Penalty: 3858.200684
	Iteration 34F: 3 clusters Score -352640.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -877798.937500 Penalty: 2152.932861
	Iteration 0F: 2 clusters Score -877798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -872725.437500 Penalty: 4305.865723
	Iteration 0F: 3 clusters Score -872725.4 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -873952.437500 Penalty: 4305.865723
	Iteration 1F: 3 clusters Score -873952.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -874209.812500 Penalty: 4305.865723
	Iteration 2F: 3 clusters Score -874209.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -874396.250000 Penalty: 4305.865723
	Iteration 3F: 3 clusters Score -874396.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -874546.062500 Penalty: 4305.865723
	Iteration 4Q: 3 clusters Score -874546.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -874667.375000 Penalty: 4305.865723
	Iteration 5Q: 3 clusters Score -874667.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -874766.625000 Penalty: 4305.865723
	Iteration 6Q: 3 clusters Score -874766.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -874852.000000 Penalty: 4305.865723
	Iteration 7Q: 3 clusters Score -874852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -874936.625000 Penalty: 4305.865723
	Iteration 8Q: 3 clusters Score -874936.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -875006.875000 Penalty: 4305.865723
	Iteration 9Q: 3 clusters Score -875006.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -875076.187500 Penalty: 4305.865723
	Iteration 10Q: 3 clusters Score -875076.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -875148.500000 Penalty: 4305.865723
	Iteration 11Q: 3 clusters Score -875148.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -875220.812500 Penalty: 4305.865723
	Iteration 12Q: 3 clusters Score -875220.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -875301.000000 Penalty: 4305.865723
	Iteration 13Q: 3 clusters Score -875301 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -875423.000000 Penalty: 4305.865723
	Iteration 14Q: 3 clusters Score -875423 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -875612.812500 Penalty: 4305.865723
	Iteration 15Q: 3 clusters Score -875612.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -875820.437500 Penalty: 4305.865723
	Iteration 16Q: 3 clusters Score -875820.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -876046.375000 Penalty: 4305.865723
	Iteration 17Q: 3 clusters Score -876046.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -876174.750000 Penalty: 4305.865723
	Iteration 18Q: 3 clusters Score -876174.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -876278.062500 Penalty: 4305.865723
	Iteration 19Q: 3 clusters Score -876278.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -876375.250000 Penalty: 4305.865723
	Iteration 20F: 3 clusters Score -876375.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -876462.375000 Penalty: 4305.865723
	Iteration 21Q: 3 clusters Score -876462.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -876551.625000 Penalty: 4305.865723
	Iteration 22Q: 3 clusters Score -876551.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -876639.750000 Penalty: 4305.865723
	Iteration 23Q: 3 clusters Score -876639.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -876738.375000 Penalty: 4305.865723
	Iteration 24Q: 3 clusters Score -876738.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -876823.750000 Penalty: 4305.865723
	Iteration 25Q: 3 clusters Score -876823.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -876878.062500 Penalty: 4305.865723
	Iteration 26Q: 3 clusters Score -876878.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -876908.750000 Penalty: 4305.865723
	Iteration 27Q: 3 clusters Score -876908.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -876927.625000 Penalty: 4305.865723
	Iteration 28Q: 3 clusters Score -876927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -876946.937500 Penalty: 4305.865723
	Iteration 29Q: 3 clusters Score -876946.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -876960.687500 Penalty: 4305.865723
	Iteration 30Q: 3 clusters Score -876960.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -876979.437500 Penalty: 4305.865723
	Iteration 31Q: 3 clusters Score -876979.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -877007.812500 Penalty: 4305.865723
	Iteration 32Q: 3 clusters Score -877007.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -877038.562500 Penalty: 4305.865723
	Iteration 33Q: 3 clusters Score -877038.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -877088.875000 Penalty: 4305.865723
	Iteration 34Q: 3 clusters Score -877088.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -877135.562500 Penalty: 4305.865723
	Iteration 35Q: 3 clusters Score -877135.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -877164.875000 Penalty: 4305.865723
	Iteration 36Q: 3 clusters Score -877164.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -877184.250000 Penalty: 4305.865723
	Iteration 37Q: 3 clusters Score -877184.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -877205.500000 Penalty: 4305.865723
	Iteration 38Q: 3 clusters Score -877205.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -877218.187500 Penalty: 4305.865723
	Iteration 39Q: 3 clusters Score -877218.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -877227.625000 Penalty: 4305.865723
	Iteration 40F: 3 clusters Score -877227.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -877230.312500 Penalty: 4305.865723
	Iteration 41Q: 3 clusters Score -877230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -877235.125000 Penalty: 4305.865723
	Iteration 42Q: 3 clusters Score -877235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -877238.562500 Penalty: 4305.865723
	Iteration 43Q: 3 clusters Score -877238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -877240.500000 Penalty: 4305.865723
	Iteration 44Q: 3 clusters Score -877240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -877244.250000 Penalty: 4305.865723
	Iteration 45Q: 3 clusters Score -877244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -877243.062500 Penalty: 4305.865723
	Iteration 46Q: 3 clusters Score -877243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -877243.937500 Penalty: 4305.865723
	Iteration 47Q: 3 clusters Score -877243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -877245.312500 Penalty: 4305.865723
	Iteration 48Q: 3 clusters Score -877245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -877245.312500 Penalty: 4305.865723
	Iteration 49F: 3 clusters Score -877245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -351371.562500 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -351371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -348529.781250 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -348529.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -349041.531250 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -349041.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -349184.531250 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -349184.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -349262.625000 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -349262.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -349311.593750 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -349311.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -349351.625000 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -349351.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -349375.218750 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -349375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -349394.187500 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -349394.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -349412.375000 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -349412.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -349423.656250 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -349423.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -349436.437500 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -349436.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -349446.156250 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -349446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -349454.218750 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -349454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -349459.687500 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -349459.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -349464.031250 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -349464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -349468.062500 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -349468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -349470.656250 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -349470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -349472.968750 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -349473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -349474.343750 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -349474.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -349476.812500 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -349476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -349479.906250 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -349479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -349487.000000 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -349487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -349491.812500 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -349491.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -349494.687500 Penalty: 3835.906982
	Iteration 23Q: 3 clusters Score -349494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -349497.968750 Penalty: 3835.906982
	Iteration 24Q: 3 clusters Score -349498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -349498.218750 Penalty: 3835.906982
	Iteration 25Q: 3 clusters Score -349498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -349498.218750 Penalty: 3835.906982
	Iteration 26F: 3 clusters Score -349498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -749222.812500 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -749222.8 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 2608 members 
Entering Unmasked Estep 
Score: -744672.312500 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -744672.3 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -745758.250000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -745758.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -745981.250000 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -745981.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -746131.187500 Penalty: 4236.678711
	Iteration 3Q: 3 clusters Score -746131.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -746250.875000 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -746250.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -746345.000000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -746345 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -746473.437500 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -746473.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -746604.750000 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -746604.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -746774.125000 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -746774.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -746985.750000 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -746985.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -747242.062500 Penalty: 4236.678711
	Iteration 10F: 3 clusters Score -747242.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -747520.562500 Penalty: 4236.678711
	Iteration 11F: 3 clusters Score -747520.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -747797.750000 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -747797.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -748020.500000 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -748020.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -748141.125000 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -748141.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -748202.312500 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -748202.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -748247.000000 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -748247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -748266.062500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -748266.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -748276.562500 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -748276.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -748283.375000 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -748283.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -748290.750000 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -748290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -748296.187500 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -748296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -748300.687500 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -748300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -748302.312500 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -748302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -748305.250000 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -748305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -748309.062500 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -748309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -748310.062500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -748310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -748312.062500 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -748312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -748311.750000 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -748311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -748313.562500 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -748313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -748313.562500 Penalty: 4236.678711
	Iteration 30F: 3 clusters Score -748313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Entering Unmasked Estep 
Score: -3432746.500000 Penalty: 2486.977783
	Iteration 0F: 2 clusters Score -3432746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3416938.500000 Penalty: 4973.955566
	Iteration 0F: 3 clusters Score -3416938 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3422425.000000 Penalty: 4973.955566
	Iteration 1F: 3 clusters Score -3422425 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3422872.250000 Penalty: 4973.955566
	Iteration 2F: 3 clusters Score -3422872 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3423290.250000 Penalty: 4973.955566
	Iteration 3F: 3 clusters Score -3423290 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3423699.500000 Penalty: 4973.955566
	Iteration 4Q: 3 clusters Score -3423700 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3424132.000000 Penalty: 4973.955566
	Iteration 5Q: 3 clusters Score -3424132 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3424587.250000 Penalty: 4973.955566
	Iteration 6Q: 3 clusters Score -3424587 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3425053.250000 Penalty: 4973.955566
	Iteration 7Q: 3 clusters Score -3425053 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3425593.000000 Penalty: 4973.955566
	Iteration 8Q: 3 clusters Score -3425593 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3426054.750000 Penalty: 4973.955566
	Iteration 9Q: 3 clusters Score -3426055 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3426516.000000 Penalty: 4973.955566
	Iteration 10Q: 3 clusters Score -3426516 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -3426954.500000 Penalty: 4973.955566
	Iteration 11Q: 3 clusters Score -3426954 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3427426.750000 Penalty: 4973.955566
	Iteration 12Q: 3 clusters Score -3427427 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3427893.500000 Penalty: 4973.955566
	Iteration 13Q: 3 clusters Score -3427894 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3428368.750000 Penalty: 4973.955566
	Iteration 14Q: 3 clusters Score -3428369 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3428861.000000 Penalty: 4973.955566
	Iteration 15Q: 3 clusters Score -3428861 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3429296.000000 Penalty: 4973.955566
	Iteration 16Q: 3 clusters Score -3429296 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3429693.750000 Penalty: 4973.955566
	Iteration 17Q: 3 clusters Score -3429694 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3430021.750000 Penalty: 4973.955566
	Iteration 18Q: 3 clusters Score -3430022 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3430239.250000 Penalty: 4973.955566
	Iteration 19Q: 3 clusters Score -3430239 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3430391.500000 Penalty: 4973.955566
	Iteration 20F: 3 clusters Score -3430392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3430495.500000 Penalty: 4973.955566
	Iteration 21Q: 3 clusters Score -3430496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3430584.750000 Penalty: 4973.955566
	Iteration 22Q: 3 clusters Score -3430585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3430641.500000 Penalty: 4973.955566
	Iteration 23Q: 3 clusters Score -3430642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3430681.500000 Penalty: 4973.955566
	Iteration 24Q: 3 clusters Score -3430682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3430731.000000 Penalty: 4973.955566
	Iteration 25Q: 3 clusters Score -3430731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3430757.750000 Penalty: 4973.955566
	Iteration 26Q: 3 clusters Score -3430758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3430776.250000 Penalty: 4973.955566
	Iteration 27Q: 3 clusters Score -3430776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3430791.750000 Penalty: 4973.955566
	Iteration 28Q: 3 clusters Score -3430792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3430789.500000 Penalty: 4973.955566
	Iteration 29Q: 3 clusters Score -3430790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3430811.000000 Penalty: 4973.955566
	Iteration 30Q: 3 clusters Score -3430811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3430815.500000 Penalty: 4973.955566
	Iteration 31Q: 3 clusters Score -3430816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3430821.000000 Penalty: 4973.955566
	Iteration 32Q: 3 clusters Score -3430821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3430828.000000 Penalty: 4973.955566
	Iteration 33Q: 3 clusters Score -3430828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3430832.500000 Penalty: 4973.955566
	Iteration 34Q: 3 clusters Score -3430832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3430834.250000 Penalty: 4973.955566
	Iteration 35Q: 3 clusters Score -3430834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3430840.250000 Penalty: 4973.955566
	Iteration 36Q: 3 clusters Score -3430840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3430838.750000 Penalty: 4973.955566
	Iteration 37Q: 3 clusters Score -3430839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3430840.750000 Penalty: 4973.955566
	Iteration 38Q: 3 clusters Score -3430841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3430840.750000 Penalty: 4973.955566
	Iteration 39Q: 3 clusters Score -3430841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3430840.750000 Penalty: 4973.955566
	Iteration 40F: 3 clusters Score -3430841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -551512.500000 Penalty: 2071.258057
	Iteration 0F: 2 clusters Score -551512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -547483.375000 Penalty: 4142.516113
	Iteration 0F: 3 clusters Score -547483.4 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -548568.062500 Penalty: 4142.516113
	Iteration 1F: 3 clusters Score -548568.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -548987.125000 Penalty: 4142.516113
	Iteration 2F: 3 clusters Score -548987.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -549338.250000 Penalty: 4142.516113
	Iteration 3F: 3 clusters Score -549338.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -549635.000000 Penalty: 4142.516113
	Iteration 4F: 3 clusters Score -549635 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -549871.250000 Penalty: 4142.516113
	Iteration 5F: 3 clusters Score -549871.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -550085.437500 Penalty: 4142.516113
	Iteration 6Q: 3 clusters Score -550085.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -550301.750000 Penalty: 4142.516113
	Iteration 7Q: 3 clusters Score -550301.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -550493.812500 Penalty: 4142.516113
	Iteration 8Q: 3 clusters Score -550493.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -550697.875000 Penalty: 4142.516113
	Iteration 9Q: 3 clusters Score -550697.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -550869.875000 Penalty: 4142.516113
	Iteration 10Q: 3 clusters Score -550869.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -550987.625000 Penalty: 4142.516113
	Iteration 11Q: 3 clusters Score -550987.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -551105.562500 Penalty: 4142.516113
	Iteration 12Q: 3 clusters Score -551105.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -551172.875000 Penalty: 4142.516113
	Iteration 13Q: 3 clusters Score -551172.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -551202.812500 Penalty: 4142.516113
	Iteration 14Q: 3 clusters Score -551202.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -551225.062500 Penalty: 4142.516113
	Iteration 15Q: 3 clusters Score -551225.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -551246.937500 Penalty: 4142.516113
	Iteration 16Q: 3 clusters Score -551246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -551267.937500 Penalty: 4142.516113
	Iteration 17Q: 3 clusters Score -551267.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -551278.687500 Penalty: 4142.516113
	Iteration 18Q: 3 clusters Score -551278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -551288.375000 Penalty: 4142.516113
	Iteration 19Q: 3 clusters Score -551288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -551292.625000 Penalty: 4142.516113
	Iteration 20F: 3 clusters Score -551292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -551296.250000 Penalty: 4142.516113
	Iteration 21Q: 3 clusters Score -551296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -551298.687500 Penalty: 4142.516113
	Iteration 22Q: 3 clusters Score -551298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -551299.937500 Penalty: 4142.516113
	Iteration 23Q: 3 clusters Score -551299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -551300.812500 Penalty: 4142.516113
	Iteration 24Q: 3 clusters Score -551300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -551304.187500 Penalty: 4142.516113
	Iteration 25Q: 3 clusters Score -551304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -551305.375000 Penalty: 4142.516113
	Iteration 26Q: 3 clusters Score -551305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -551307.625000 Penalty: 4142.516113
	Iteration 27Q: 3 clusters Score -551307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -551309.312500 Penalty: 4142.516113
	Iteration 28Q: 3 clusters Score -551309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -551310.437500 Penalty: 4142.516113
	Iteration 29Q: 3 clusters Score -551310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -551311.000000 Penalty: 4142.516113
	Iteration 30Q: 3 clusters Score -551311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -551311.000000 Penalty: 4142.516113
	Iteration 31F: 3 clusters Score -551311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Entering Unmasked Estep 
Score: -2267011.750000 Penalty: 2397.794189
	Iteration 0F: 2 clusters Score -2267012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2255628.500000 Penalty: 4795.588379
	Iteration 0F: 3 clusters Score -2255628 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2259249.000000 Penalty: 4795.588379
	Iteration 1F: 3 clusters Score -2259249 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2259781.250000 Penalty: 4795.588379
	Iteration 2F: 3 clusters Score -2259781 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2260268.500000 Penalty: 4795.588379
	Iteration 3F: 3 clusters Score -2260268 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2260766.250000 Penalty: 4795.588379
	Iteration 4F: 3 clusters Score -2260766 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2261313.750000 Penalty: 4795.588379
	Iteration 5F: 3 clusters Score -2261314 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2261835.750000 Penalty: 4795.588379
	Iteration 6F: 3 clusters Score -2261836 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2262314.000000 Penalty: 4795.588379
	Iteration 7Q: 3 clusters Score -2262314 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2262747.500000 Penalty: 4795.588379
	Iteration 8Q: 3 clusters Score -2262748 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2263162.000000 Penalty: 4795.588379
	Iteration 9Q: 3 clusters Score -2263162 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2263603.000000 Penalty: 4795.588379
	Iteration 10Q: 3 clusters Score -2263603 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2263954.250000 Penalty: 4795.588379
	Iteration 11Q: 3 clusters Score -2263954 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2264222.000000 Penalty: 4795.588379
	Iteration 12Q: 3 clusters Score -2264222 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2264447.500000 Penalty: 4795.588379
	Iteration 13Q: 3 clusters Score -2264448 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2264630.000000 Penalty: 4795.588379
	Iteration 14Q: 3 clusters Score -2264630 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2264757.500000 Penalty: 4795.588379
	Iteration 15Q: 3 clusters Score -2264758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2264866.250000 Penalty: 4795.588379
	Iteration 16Q: 3 clusters Score -2264866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2264945.250000 Penalty: 4795.588379
	Iteration 17Q: 3 clusters Score -2264945 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2264995.500000 Penalty: 4795.588379
	Iteration 18Q: 3 clusters Score -2264996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2265032.250000 Penalty: 4795.588379
	Iteration 19Q: 3 clusters Score -2265032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2265057.250000 Penalty: 4795.588379
	Iteration 20F: 3 clusters Score -2265057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2265087.250000 Penalty: 4795.588379
	Iteration 21Q: 3 clusters Score -2265087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2265101.250000 Penalty: 4795.588379
	Iteration 22Q: 3 clusters Score -2265101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2265118.750000 Penalty: 4795.588379
	Iteration 23Q: 3 clusters Score -2265119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2265128.000000 Penalty: 4795.588379
	Iteration 24Q: 3 clusters Score -2265128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2265143.000000 Penalty: 4795.588379
	Iteration 25Q: 3 clusters Score -2265143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2265160.500000 Penalty: 4795.588379
	Iteration 26Q: 3 clusters Score -2265160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2265171.750000 Penalty: 4795.588379
	Iteration 27Q: 3 clusters Score -2265172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2265180.750000 Penalty: 4795.588379
	Iteration 28Q: 3 clusters Score -2265181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2265195.750000 Penalty: 4795.588379
	Iteration 29Q: 3 clusters Score -2265196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2265202.750000 Penalty: 4795.588379
	Iteration 30Q: 3 clusters Score -2265203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2265213.000000 Penalty: 4795.588379
	Iteration 31Q: 3 clusters Score -2265213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2265219.500000 Penalty: 4795.588379
	Iteration 32Q: 3 clusters Score -2265220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2265219.000000 Penalty: 4795.588379
	Iteration 33Q: 3 clusters Score -2265219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2265221.000000 Penalty: 4795.588379
	Iteration 34Q: 3 clusters Score -2265221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2265226.500000 Penalty: 4795.588379
	Iteration 35Q: 3 clusters Score -2265226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2265228.000000 Penalty: 4795.588379
	Iteration 36Q: 3 clusters Score -2265228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2265232.500000 Penalty: 4795.588379
	Iteration 37Q: 3 clusters Score -2265232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2265234.000000 Penalty: 4795.588379
	Iteration 38Q: 3 clusters Score -2265234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2265232.500000 Penalty: 4795.588379
	Iteration 39Q: 3 clusters Score -2265232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2265235.000000 Penalty: 4795.588379
	Iteration 40F: 3 clusters Score -2265235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2265235.750000 Penalty: 4795.588379
	Iteration 41Q: 3 clusters Score -2265236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2265233.750000 Penalty: 4795.588379
	Iteration 42Q: 3 clusters Score -2265234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2265236.000000 Penalty: 4795.588379
	Iteration 43Q: 3 clusters Score -2265236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2265237.750000 Penalty: 4795.588379
	Iteration 44Q: 3 clusters Score -2265238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2265236.750000 Penalty: 4795.588379
	Iteration 45Q: 3 clusters Score -2265237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2265236.750000 Penalty: 4795.588379
	Iteration 46F: 3 clusters Score -2265237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Entering Unmasked Estep 
Score: -2314046.000000 Penalty: 2387.857666
	Iteration 0F: 2 clusters Score -2314046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2302996.000000 Penalty: 4775.715332
	Iteration 0F: 3 clusters Score -2302996 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2306536.500000 Penalty: 4775.715332
	Iteration 1F: 3 clusters Score -2306536 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2306940.250000 Penalty: 4775.715332
	Iteration 2F: 3 clusters Score -2306940 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2307314.000000 Penalty: 4775.715332
	Iteration 3F: 3 clusters Score -2307314 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2307764.250000 Penalty: 4775.715332
	Iteration 4F: 3 clusters Score -2307764 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2308365.000000 Penalty: 4775.715332
	Iteration 5F: 3 clusters Score -2308365 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2309149.750000 Penalty: 4775.715332
	Iteration 6F: 3 clusters Score -2309150 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2310002.000000 Penalty: 4775.715332
	Iteration 7F: 3 clusters Score -2310002 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2310832.750000 Penalty: 4775.715332
	Iteration 8F: 3 clusters Score -2310833 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2311396.000000 Penalty: 4775.715332
	Iteration 9F: 3 clusters Score -2311396 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2311767.000000 Penalty: 4775.715332
	Iteration 10Q: 3 clusters Score -2311767 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2311958.750000 Penalty: 4775.715332
	Iteration 11Q: 3 clusters Score -2311959 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2312068.000000 Penalty: 4775.715332
	Iteration 12Q: 3 clusters Score -2312068 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2312152.750000 Penalty: 4775.715332
	Iteration 13Q: 3 clusters Score -2312153 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2312199.000000 Penalty: 4775.715332
	Iteration 14Q: 3 clusters Score -2312199 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2312241.250000 Penalty: 4775.715332
	Iteration 15Q: 3 clusters Score -2312241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2312274.500000 Penalty: 4775.715332
	Iteration 16Q: 3 clusters Score -2312274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2312315.000000 Penalty: 4775.715332
	Iteration 17Q: 3 clusters Score -2312315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2312345.000000 Penalty: 4775.715332
	Iteration 18Q: 3 clusters Score -2312345 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2312360.250000 Penalty: 4775.715332
	Iteration 19Q: 3 clusters Score -2312360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2312384.000000 Penalty: 4775.715332
	Iteration 20F: 3 clusters Score -2312384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2312391.250000 Penalty: 4775.715332
	Iteration 21Q: 3 clusters Score -2312391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2312404.500000 Penalty: 4775.715332
	Iteration 22Q: 3 clusters Score -2312404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2312410.250000 Penalty: 4775.715332
	Iteration 23Q: 3 clusters Score -2312410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2312413.750000 Penalty: 4775.715332
	Iteration 24Q: 3 clusters Score -2312414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2312427.500000 Penalty: 4775.715332
	Iteration 25Q: 3 clusters Score -2312428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2312439.500000 Penalty: 4775.715332
	Iteration 26Q: 3 clusters Score -2312440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2312444.250000 Penalty: 4775.715332
	Iteration 27Q: 3 clusters Score -2312444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2312456.500000 Penalty: 4775.715332
	Iteration 28Q: 3 clusters Score -2312456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2312464.750000 Penalty: 4775.715332
	Iteration 29Q: 3 clusters Score -2312465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2312482.500000 Penalty: 4775.715332
	Iteration 30Q: 3 clusters Score -2312482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2312490.750000 Penalty: 4775.715332
	Iteration 31Q: 3 clusters Score -2312491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2312499.500000 Penalty: 4775.715332
	Iteration 32Q: 3 clusters Score -2312500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2312510.500000 Penalty: 4775.715332
	Iteration 33Q: 3 clusters Score -2312510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2312514.750000 Penalty: 4775.715332
	Iteration 34Q: 3 clusters Score -2312515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2312516.500000 Penalty: 4775.715332
	Iteration 35Q: 3 clusters Score -2312516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2312525.750000 Penalty: 4775.715332
	Iteration 36Q: 3 clusters Score -2312526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2312530.500000 Penalty: 4775.715332
	Iteration 37Q: 3 clusters Score -2312530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2312534.500000 Penalty: 4775.715332
	Iteration 38Q: 3 clusters Score -2312534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2312536.250000 Penalty: 4775.715332
	Iteration 39Q: 3 clusters Score -2312536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2312549.000000 Penalty: 4775.715332
	Iteration 40F: 3 clusters Score -2312549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2312550.500000 Penalty: 4775.715332
	Iteration 41Q: 3 clusters Score -2312550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2312555.000000 Penalty: 4775.715332
	Iteration 42Q: 3 clusters Score -2312555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2312557.000000 Penalty: 4775.715332
	Iteration 43Q: 3 clusters Score -2312557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2312562.000000 Penalty: 4775.715332
	Iteration 44Q: 3 clusters Score -2312562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2312571.500000 Penalty: 4775.715332
	Iteration 45Q: 3 clusters Score -2312572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2312573.750000 Penalty: 4775.715332
	Iteration 46Q: 3 clusters Score -2312574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2312577.750000 Penalty: 4775.715332
	Iteration 47Q: 3 clusters Score -2312578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2312584.750000 Penalty: 4775.715332
	Iteration 48Q: 3 clusters Score -2312585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2312586.500000 Penalty: 4775.715332
	Iteration 49Q: 3 clusters Score -2312586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2312594.750000 Penalty: 4775.715332
	Iteration 50Q: 3 clusters Score -2312595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2312600.750000 Penalty: 4775.715332
	Iteration 51Q: 3 clusters Score -2312601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2312604.500000 Penalty: 4775.715332
	Iteration 52Q: 3 clusters Score -2312604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2312610.750000 Penalty: 4775.715332
	Iteration 53Q: 3 clusters Score -2312611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2312618.500000 Penalty: 4775.715332
	Iteration 54Q: 3 clusters Score -2312618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2312621.500000 Penalty: 4775.715332
	Iteration 55Q: 3 clusters Score -2312622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2312637.750000 Penalty: 4775.715332
	Iteration 56Q: 3 clusters Score -2312638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2312644.500000 Penalty: 4775.715332
	Iteration 57Q: 3 clusters Score -2312644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2312652.250000 Penalty: 4775.715332
	Iteration 58Q: 3 clusters Score -2312652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2312672.250000 Penalty: 4775.715332
	Iteration 59Q: 3 clusters Score -2312672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2312680.000000 Penalty: 4775.715332
	Iteration 60F: 3 clusters Score -2312680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2312692.250000 Penalty: 4775.715332
	Iteration 61Q: 3 clusters Score -2312692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2312706.750000 Penalty: 4775.715332
	Iteration 62Q: 3 clusters Score -2312707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2312711.750000 Penalty: 4775.715332
	Iteration 63Q: 3 clusters Score -2312712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2312720.750000 Penalty: 4775.715332
	Iteration 64Q: 3 clusters Score -2312721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2312745.500000 Penalty: 4775.715332
	Iteration 65Q: 3 clusters Score -2312746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2312772.250000 Penalty: 4775.715332
	Iteration 66Q: 3 clusters Score -2312772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2312802.500000 Penalty: 4775.715332
	Iteration 67Q: 3 clusters Score -2312802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2312839.750000 Penalty: 4775.715332
	Iteration 68Q: 3 clusters Score -2312840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2312881.500000 Penalty: 4775.715332
	Iteration 69Q: 3 clusters Score -2312882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2312962.000000 Penalty: 4775.715332
	Iteration 70Q: 3 clusters Score -2312962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2313057.000000 Penalty: 4775.715332
	Iteration 71Q: 3 clusters Score -2313057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2313199.500000 Penalty: 4775.715332
	Iteration 72Q: 3 clusters Score -2313200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2313277.500000 Penalty: 4775.715332
	Iteration 73Q: 3 clusters Score -2313278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2313313.750000 Penalty: 4775.715332
	Iteration 74Q: 3 clusters Score -2313314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2313325.500000 Penalty: 4775.715332
	Iteration 75Q: 3 clusters Score -2313326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2313343.500000 Penalty: 4775.715332
	Iteration 76Q: 3 clusters Score -2313344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2313356.250000 Penalty: 4775.715332
	Iteration 77Q: 3 clusters Score -2313356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2313361.750000 Penalty: 4775.715332
	Iteration 78Q: 3 clusters Score -2313362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2313363.250000 Penalty: 4775.715332
	Iteration 79Q: 3 clusters Score -2313363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2313364.250000 Penalty: 4775.715332
	Iteration 80F: 3 clusters Score -2313364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313365.000000 Penalty: 4775.715332
	Iteration 81Q: 3 clusters Score -2313365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313365.000000 Penalty: 4775.715332
	Iteration 82F: 3 clusters Score -2313365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -321011.625000 Penalty: 1901.223022
	Iteration 0F: 2 clusters Score -321011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -318325.125000 Penalty: 3802.446045
	Iteration 0F: 3 clusters Score -318325.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -318860.531250 Penalty: 3802.446045
	Iteration 1F: 3 clusters Score -318860.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -319026.218750 Penalty: 3802.446045
	Iteration 2F: 3 clusters Score -319026.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -319158.218750 Penalty: 3802.446045
	Iteration 3F: 3 clusters Score -319158.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -319256.281250 Penalty: 3802.446045
	Iteration 4Q: 3 clusters Score -319256.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -319343.187500 Penalty: 3802.446045
	Iteration 5Q: 3 clusters Score -319343.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -319414.500000 Penalty: 3802.446045
	Iteration 6Q: 3 clusters Score -319414.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -319477.062500 Penalty: 3802.446045
	Iteration 7Q: 3 clusters Score -319477.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -319517.687500 Penalty: 3802.446045
	Iteration 8Q: 3 clusters Score -319517.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -319555.718750 Penalty: 3802.446045
	Iteration 9Q: 3 clusters Score -319555.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -319586.562500 Penalty: 3802.446045
	Iteration 10Q: 3 clusters Score -319586.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -319616.812500 Penalty: 3802.446045
	Iteration 11Q: 3 clusters Score -319616.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -319639.906250 Penalty: 3802.446045
	Iteration 12Q: 3 clusters Score -319639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -319648.343750 Penalty: 3802.446045
	Iteration 13Q: 3 clusters Score -319648.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -319653.625000 Penalty: 3802.446045
	Iteration 14Q: 3 clusters Score -319653.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -319654.812500 Penalty: 3802.446045
	Iteration 15Q: 3 clusters Score -319654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -319657.562500 Penalty: 3802.446045
	Iteration 16Q: 3 clusters Score -319657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319657.343750 Penalty: 3802.446045
	Iteration 17Q: 3 clusters Score -319657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319659.375000 Penalty: 3802.446045
	Iteration 18Q: 3 clusters Score -319659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319660.687500 Penalty: 3802.446045
	Iteration 19Q: 3 clusters Score -319660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319661.375000 Penalty: 3802.446045
	Iteration 20F: 3 clusters Score -319661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319662.000000 Penalty: 3802.446045
	Iteration 21Q: 3 clusters Score -319662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -319664.250000 Penalty: 3802.446045
	Iteration 22Q: 3 clusters Score -319664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -319665.187500 Penalty: 3802.446045
	Iteration 23Q: 3 clusters Score -319665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319665.562500 Penalty: 3802.446045
	Iteration 24Q: 3 clusters Score -319665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319665.562500 Penalty: 3802.446045
	Iteration 25F: 3 clusters Score -319665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -110110.484375 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -110110.5 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 417 members 
Entering Unmasked Estep 
Score: -108394.695312 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -108394.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108738.953125 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -108739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108867.828125 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -108867.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108954.023438 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -108954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -109042.406250 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -109042.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109145.335938 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -109145.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109346.328125 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -109346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109442.109375 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -109442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109491.492188 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -109491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -109514.148438 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -109514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109554.664062 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -109554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109580.570312 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -109580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109617.109375 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -109617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -109689.812500 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -109689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109739.085938 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -109739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109752.289062 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -109752.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109790.343750 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -109790.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109805.375000 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -109805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -109813.382812 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -109813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109815.695312 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -109815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109818.781250 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -109818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109825.875000 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -109825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109825.875000 Penalty: 3325.996826
	Iteration 22F: 3 clusters Score -109825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -352051.562500 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -352051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -349233.250000 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -349233.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -349835.750000 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -349835.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -350148.375000 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -350148.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -350467.875000 Penalty: 3840.446777
	Iteration 3F: 3 clusters Score -350467.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -350712.718750 Penalty: 3840.446777
	Iteration 4F: 3 clusters Score -350712.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -350886.093750 Penalty: 3840.446777
	Iteration 5F: 3 clusters Score -350886.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -351009.406250 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -351009.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -351096.281250 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -351096.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -351157.562500 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -351157.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -351200.687500 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -351200.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -351231.250000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -351231.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -351256.750000 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -351256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -351277.000000 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -351277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -351300.843750 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -351300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -351315.562500 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -351315.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -351336.562500 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -351336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -351346.968750 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -351347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -351352.593750 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -351352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -351358.031250 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -351358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -351360.750000 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -351360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -351362.843750 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -351362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -351363.156250 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -351363.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -351366.656250 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -351366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -351369.062500 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -351369.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -351370.875000 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -351370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -351372.937500 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -351372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -351374.468750 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -351374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -351377.687500 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -351377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -351377.687500 Penalty: 3840.446777
	Iteration 28F: 3 clusters Score -351377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -20118.011719 Penalty: 1287.853271
	Iteration 0F: 2 clusters Score -20118.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19154.531250 Penalty: 2575.706543
	Iteration 0F: 3 clusters Score -19154.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19196.691406 Penalty: 2575.706543
	Iteration 1F: 3 clusters Score -19196.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19207.058594 Penalty: 2575.706543
	Iteration 2Q: 3 clusters Score -19207.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19212.962891 Penalty: 2575.706543
	Iteration 3Q: 3 clusters Score -19212.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19223.599609 Penalty: 2575.706543
	Iteration 4Q: 3 clusters Score -19223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19223.599609 Penalty: 2575.706543
	Iteration 5F: 3 clusters Score -19223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -339118.093750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -339118.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -336211.500000 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -336211.5 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -336831.406250 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -336831.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -337008.218750 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -337008.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -337110.531250 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -337110.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -337181.718750 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -337181.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -337247.468750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -337247.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -337311.781250 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -337311.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -337371.718750 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -337371.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -337438.656250 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -337438.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -337496.718750 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -337496.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -337554.406250 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -337554.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -337608.187500 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -337608.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -337650.031250 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -337650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -337682.968750 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -337683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337706.750000 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -337706.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337719.093750 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -337719.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -337737.875000 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -337737.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337765.750000 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -337765.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -337793.031250 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -337793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -337822.343750 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -337822.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -337839.062500 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -337839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -337851.531250 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -337851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -337862.062500 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -337862.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337881.000000 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -337881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -337902.968750 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -337903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -337931.500000 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -337931.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -337957.500000 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -337957.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -337984.531250 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -337984.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -338007.781250 Penalty: 3863.979980
	Iteration 28Q: 3 clusters Score -338007.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -338022.000000 Penalty: 3863.979980
	Iteration 29Q: 3 clusters Score -338022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -338036.468750 Penalty: 3863.979980
	Iteration 30Q: 3 clusters Score -338036.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -338048.562500 Penalty: 3863.979980
	Iteration 31Q: 3 clusters Score -338048.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -338056.125000 Penalty: 3863.979980
	Iteration 32Q: 3 clusters Score -338056.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -338067.250000 Penalty: 3863.979980
	Iteration 33Q: 3 clusters Score -338067.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338079.968750 Penalty: 3863.979980
	Iteration 34Q: 3 clusters Score -338080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -338090.687500 Penalty: 3863.979980
	Iteration 35Q: 3 clusters Score -338090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -338094.718750 Penalty: 3863.979980
	Iteration 36Q: 3 clusters Score -338094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -338098.312500 Penalty: 3863.979980
	Iteration 37Q: 3 clusters Score -338098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -338100.000000 Penalty: 3863.979980
	Iteration 38Q: 3 clusters Score -338100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -338101.125000 Penalty: 3863.979980
	Iteration 39Q: 3 clusters Score -338101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -338101.281250 Penalty: 3863.979980
	Iteration 40F: 3 clusters Score -338101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -647800.500000 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -647800.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -643615.000000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -643615 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -644629.000000 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -644629 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -644838.250000 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -644838.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -644974.437500 Penalty: 4167.172852
	Iteration 3Q: 3 clusters Score -644974.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -645079.437500 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -645079.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -645166.000000 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -645166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -645227.750000 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -645227.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -645272.187500 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -645272.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -645316.312500 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -645316.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -645344.875000 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -645344.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -645364.375000 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -645364.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -645384.312500 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -645384.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -645396.875000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -645396.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -645406.562500 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -645406.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -645410.937500 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -645410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -645414.375000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -645414.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -645418.062500 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -645418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -645420.187500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -645420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -645423.187500 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -645423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -645423.500000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -645423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -645424.937500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -645424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -645426.000000 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -645426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -645427.625000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -645427.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -645427.687500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -645427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -645428.062500 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -645428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -645428.875000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -645428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -645430.500000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -645430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -645432.687500 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -645432.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -645433.812500 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -645433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -645435.500000 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -645435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -645436.562500 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -645436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -645437.250000 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -645437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -645437.062500 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -645437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -645438.125000 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -645438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -645438.125000 Penalty: 4167.172852
	Iteration 34F: 3 clusters Score -645438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Entering Unmasked Estep 
Score: -5729903.000000 Penalty: 2614.407959
	Iteration 0F: 2 clusters Score -5729903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5704115.000000 Penalty: 5228.815918
	Iteration 0F: 3 clusters Score -5704115 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5713384.000000 Penalty: 5228.815918
	Iteration 1F: 3 clusters Score -5713384 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -5713916.000000 Penalty: 5228.815918
	Iteration 2Q: 3 clusters Score -5713916 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5714485.500000 Penalty: 5228.815918
	Iteration 3Q: 3 clusters Score -5714486 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -5715211.000000 Penalty: 5228.815918
	Iteration 4Q: 3 clusters Score -5715211 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5716311.000000 Penalty: 5228.815918
	Iteration 5F: 3 clusters Score -5716311 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5717963.500000 Penalty: 5228.815918
	Iteration 6F: 3 clusters Score -5717964 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -5720031.500000 Penalty: 5228.815918
	Iteration 7F: 3 clusters Score -5720032 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5722426.500000 Penalty: 5228.815918
	Iteration 8F: 3 clusters Score -5722426 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5724542.500000 Penalty: 5228.815918
	Iteration 9F: 3 clusters Score -5724542 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5726004.500000 Penalty: 5228.815918
	Iteration 10Q: 3 clusters Score -5726004 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5726717.500000 Penalty: 5228.815918
	Iteration 11Q: 3 clusters Score -5726718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5727075.500000 Penalty: 5228.815918
	Iteration 12Q: 3 clusters Score -5727076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5727276.500000 Penalty: 5228.815918
	Iteration 13Q: 3 clusters Score -5727276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5727409.500000 Penalty: 5228.815918
	Iteration 14Q: 3 clusters Score -5727410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5727500.500000 Penalty: 5228.815918
	Iteration 15Q: 3 clusters Score -5727500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5727557.500000 Penalty: 5228.815918
	Iteration 16Q: 3 clusters Score -5727558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5727604.500000 Penalty: 5228.815918
	Iteration 17Q: 3 clusters Score -5727604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5727648.000000 Penalty: 5228.815918
	Iteration 18Q: 3 clusters Score -5727648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5727679.000000 Penalty: 5228.815918
	Iteration 19Q: 3 clusters Score -5727679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5727730.000000 Penalty: 5228.815918
	Iteration 20F: 3 clusters Score -5727730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5727755.000000 Penalty: 5228.815918
	Iteration 21Q: 3 clusters Score -5727755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5727760.500000 Penalty: 5228.815918
	Iteration 22Q: 3 clusters Score -5727760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5727769.500000 Penalty: 5228.815918
	Iteration 23Q: 3 clusters Score -5727770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5727774.000000 Penalty: 5228.815918
	Iteration 24Q: 3 clusters Score -5727774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5727772.500000 Penalty: 5228.815918
	Iteration 25Q: 3 clusters Score -5727772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5727781.000000 Penalty: 5228.815918
	Iteration 26Q: 3 clusters Score -5727781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5727793.000000 Penalty: 5228.815918
	Iteration 27Q: 3 clusters Score -5727793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5727787.500000 Penalty: 5228.815918
	Iteration 28Q: 3 clusters Score -5727788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5727803.500000 Penalty: 5228.815918
	Iteration 29Q: 3 clusters Score -5727804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5727796.500000 Penalty: 5228.815918
	Iteration 30Q: 3 clusters Score -5727796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5727797.000000 Penalty: 5228.815918
	Iteration 31Q: 3 clusters Score -5727797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5727801.500000 Penalty: 5228.815918
	Iteration 32Q: 3 clusters Score -5727802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5727801.500000 Penalty: 5228.815918
	Iteration 33F: 3 clusters Score -5727802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -650746.500000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -650746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -646628.437500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -646628.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -647554.875000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -647554.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -647776.812500 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -647776.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -647904.562500 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -647904.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -647975.062500 Penalty: 4156.820312
	Iteration 4Q: 3 clusters Score -647975.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -648028.812500 Penalty: 4156.820312
	Iteration 5Q: 3 clusters Score -648028.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -648062.875000 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -648062.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -648102.437500 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -648102.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -648152.062500 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -648152.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -648192.000000 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -648192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -648231.687500 Penalty: 4156.820312
	Iteration 10Q: 3 clusters Score -648231.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -648275.812500 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -648275.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -648313.437500 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -648313.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -648349.000000 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -648349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -648377.062500 Penalty: 4156.820312
	Iteration 14Q: 3 clusters Score -648377.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -648414.312500 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -648414.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -648455.875000 Penalty: 4156.820312
	Iteration 16Q: 3 clusters Score -648455.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -648495.437500 Penalty: 4156.820312
	Iteration 17Q: 3 clusters Score -648495.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -648525.312500 Penalty: 4156.820312
	Iteration 18Q: 3 clusters Score -648525.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -648558.875000 Penalty: 4156.820312
	Iteration 19Q: 3 clusters Score -648558.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -648602.937500 Penalty: 4156.820312
	Iteration 20F: 3 clusters Score -648602.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -648639.250000 Penalty: 4156.820312
	Iteration 21Q: 3 clusters Score -648639.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -648674.250000 Penalty: 4156.820312
	Iteration 22Q: 3 clusters Score -648674.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -648715.500000 Penalty: 4156.820312
	Iteration 23Q: 3 clusters Score -648715.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -648751.375000 Penalty: 4156.820312
	Iteration 24Q: 3 clusters Score -648751.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -648790.250000 Penalty: 4156.820312
	Iteration 25Q: 3 clusters Score -648790.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -648821.812500 Penalty: 4156.820312
	Iteration 26Q: 3 clusters Score -648821.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -648849.062500 Penalty: 4156.820312
	Iteration 27Q: 3 clusters Score -648849.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -648877.312500 Penalty: 4156.820312
	Iteration 28Q: 3 clusters Score -648877.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -648902.625000 Penalty: 4156.820312
	Iteration 29Q: 3 clusters Score -648902.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -648928.750000 Penalty: 4156.820312
	Iteration 30Q: 3 clusters Score -648928.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -648960.125000 Penalty: 4156.820312
	Iteration 31Q: 3 clusters Score -648960.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -648994.187500 Penalty: 4156.820312
	Iteration 32Q: 3 clusters Score -648994.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -649018.437500 Penalty: 4156.820312
	Iteration 33Q: 3 clusters Score -649018.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -649032.250000 Penalty: 4156.820312
	Iteration 34Q: 3 clusters Score -649032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -649041.687500 Penalty: 4156.820312
	Iteration 35Q: 3 clusters Score -649041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -649049.375000 Penalty: 4156.820312
	Iteration 36Q: 3 clusters Score -649049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -649061.625000 Penalty: 4156.820312
	Iteration 37Q: 3 clusters Score -649061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -649069.000000 Penalty: 4156.820312
	Iteration 38Q: 3 clusters Score -649069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -649075.000000 Penalty: 4156.820312
	Iteration 39Q: 3 clusters Score -649075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -649077.562500 Penalty: 4156.820312
	Iteration 40F: 3 clusters Score -649077.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -649078.750000 Penalty: 4156.820312
	Iteration 41Q: 3 clusters Score -649078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -649079.812500 Penalty: 4156.820312
	Iteration 42Q: 3 clusters Score -649079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -649079.062500 Penalty: 4156.820312
	Iteration 43Q: 3 clusters Score -649079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -649079.062500 Penalty: 4156.820312
	Iteration 44F: 3 clusters Score -649079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Entering Unmasked Estep 
Score: -6166743.500000 Penalty: 2632.839844
	Iteration 0F: 2 clusters Score -6166744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -6139233.000000 Penalty: 5265.679688
	Iteration 0F: 3 clusters Score -6139233 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6149458.500000 Penalty: 5265.679688
	Iteration 1F: 3 clusters Score -6149458 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6150001.500000 Penalty: 5265.679688
	Iteration 2Q: 3 clusters Score -6150002 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -6150643.000000 Penalty: 5265.679688
	Iteration 3Q: 3 clusters Score -6150643 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6151490.000000 Penalty: 5265.679688
	Iteration 4Q: 3 clusters Score -6151490 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6152811.000000 Penalty: 5265.679688
	Iteration 5F: 3 clusters Score -6152811 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -6154951.000000 Penalty: 5265.679688
	Iteration 6F: 3 clusters Score -6154951 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6157784.000000 Penalty: 5265.679688
	Iteration 7F: 3 clusters Score -6157784 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -6160780.500000 Penalty: 5265.679688
	Iteration 8F: 3 clusters Score -6160780 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6162945.000000 Penalty: 5265.679688
	Iteration 9F: 3 clusters Score -6162945 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -6163841.500000 Penalty: 5265.679688
	Iteration 10Q: 3 clusters Score -6163842 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -6164139.000000 Penalty: 5265.679688
	Iteration 11Q: 3 clusters Score -6164139 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -6164273.000000 Penalty: 5265.679688
	Iteration 12Q: 3 clusters Score -6164273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -6164337.000000 Penalty: 5265.679688
	Iteration 13Q: 3 clusters Score -6164337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -6164361.000000 Penalty: 5265.679688
	Iteration 14Q: 3 clusters Score -6164361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -6164382.500000 Penalty: 5265.679688
	Iteration 15Q: 3 clusters Score -6164382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -6164403.500000 Penalty: 5265.679688
	Iteration 16Q: 3 clusters Score -6164404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -6164403.500000 Penalty: 5265.679688
	Iteration 17Q: 3 clusters Score -6164404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -6164412.000000 Penalty: 5265.679688
	Iteration 18Q: 3 clusters Score -6164412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6164415.500000 Penalty: 5265.679688
	Iteration 19Q: 3 clusters Score -6164416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -6164417.500000 Penalty: 5265.679688
	Iteration 20F: 3 clusters Score -6164418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -6164426.500000 Penalty: 5265.679688
	Iteration 21Q: 3 clusters Score -6164426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6164421.000000 Penalty: 5265.679688
	Iteration 22Q: 3 clusters Score -6164421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -6164426.500000 Penalty: 5265.679688
	Iteration 23Q: 3 clusters Score -6164426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6164427.000000 Penalty: 5265.679688
	Iteration 24Q: 3 clusters Score -6164427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6164427.000000 Penalty: 5265.679688
	Iteration 25F: 3 clusters Score -6164427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Entering Unmasked Estep 
Score: -2651488.000000 Penalty: 2419.323242
	Iteration 0F: 2 clusters Score -2651488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2639239.250000 Penalty: 4838.646484
	Iteration 0F: 3 clusters Score -2639239 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2643157.250000 Penalty: 4838.646484
	Iteration 1F: 3 clusters Score -2643157 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2643470.000000 Penalty: 4838.646484
	Iteration 2F: 3 clusters Score -2643470 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2643698.750000 Penalty: 4838.646484
	Iteration 3Q: 3 clusters Score -2643699 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2643900.750000 Penalty: 4838.646484
	Iteration 4Q: 3 clusters Score -2643901 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2644102.000000 Penalty: 4838.646484
	Iteration 5Q: 3 clusters Score -2644102 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2644333.250000 Penalty: 4838.646484
	Iteration 6Q: 3 clusters Score -2644333 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2644598.500000 Penalty: 4838.646484
	Iteration 7Q: 3 clusters Score -2644598 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2645008.000000 Penalty: 4838.646484
	Iteration 8Q: 3 clusters Score -2645008 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2645565.250000 Penalty: 4838.646484
	Iteration 9F: 3 clusters Score -2645565 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2646261.250000 Penalty: 4838.646484
	Iteration 10F: 3 clusters Score -2646261 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2647075.250000 Penalty: 4838.646484
	Iteration 11F: 3 clusters Score -2647075 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2647888.500000 Penalty: 4838.646484
	Iteration 12F: 3 clusters Score -2647888 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2648465.000000 Penalty: 4838.646484
	Iteration 13Q: 3 clusters Score -2648465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2648864.250000 Penalty: 4838.646484
	Iteration 14Q: 3 clusters Score -2648864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2649082.750000 Penalty: 4838.646484
	Iteration 15Q: 3 clusters Score -2649083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2649186.250000 Penalty: 4838.646484
	Iteration 16Q: 3 clusters Score -2649186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2649246.500000 Penalty: 4838.646484
	Iteration 17Q: 3 clusters Score -2649246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2649270.500000 Penalty: 4838.646484
	Iteration 18Q: 3 clusters Score -2649270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2649289.500000 Penalty: 4838.646484
	Iteration 19Q: 3 clusters Score -2649290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2649301.500000 Penalty: 4838.646484
	Iteration 20F: 3 clusters Score -2649302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2649312.750000 Penalty: 4838.646484
	Iteration 21Q: 3 clusters Score -2649313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2649319.250000 Penalty: 4838.646484
	Iteration 22Q: 3 clusters Score -2649319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2649323.250000 Penalty: 4838.646484
	Iteration 23Q: 3 clusters Score -2649323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2649323.500000 Penalty: 4838.646484
	Iteration 24Q: 3 clusters Score -2649324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2649323.500000 Penalty: 4838.646484
	Iteration 25F: 3 clusters Score -2649324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Entering Unmasked Estep 
Score: -1616438.125000 Penalty: 2301.568848
	Iteration 0F: 2 clusters Score -1616438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1608423.000000 Penalty: 4603.137695
	Iteration 0F: 3 clusters Score -1608423 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1610928.750000 Penalty: 4603.137695
	Iteration 1F: 3 clusters Score -1610929 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1611422.375000 Penalty: 4603.137695
	Iteration 2F: 3 clusters Score -1611422 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1611872.625000 Penalty: 4603.137695
	Iteration 3F: 3 clusters Score -1611873 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1612365.125000 Penalty: 4603.137695
	Iteration 4F: 3 clusters Score -1612365 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1612870.500000 Penalty: 4603.137695
	Iteration 5F: 3 clusters Score -1612870 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1613349.625000 Penalty: 4603.137695
	Iteration 6F: 3 clusters Score -1613350 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1613719.875000 Penalty: 4603.137695
	Iteration 7F: 3 clusters Score -1613720 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1613956.750000 Penalty: 4603.137695
	Iteration 8Q: 3 clusters Score -1613957 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1614092.000000 Penalty: 4603.137695
	Iteration 9Q: 3 clusters Score -1614092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1614166.375000 Penalty: 4603.137695
	Iteration 10Q: 3 clusters Score -1614166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1614208.750000 Penalty: 4603.137695
	Iteration 11Q: 3 clusters Score -1614209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1614235.625000 Penalty: 4603.137695
	Iteration 12Q: 3 clusters Score -1614236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1614261.000000 Penalty: 4603.137695
	Iteration 13Q: 3 clusters Score -1614261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1614271.750000 Penalty: 4603.137695
	Iteration 14Q: 3 clusters Score -1614272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1614289.875000 Penalty: 4603.137695
	Iteration 15Q: 3 clusters Score -1614290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1614303.625000 Penalty: 4603.137695
	Iteration 16Q: 3 clusters Score -1614304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1614311.000000 Penalty: 4603.137695
	Iteration 17Q: 3 clusters Score -1614311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1614316.250000 Penalty: 4603.137695
	Iteration 18Q: 3 clusters Score -1614316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1614320.375000 Penalty: 4603.137695
	Iteration 19Q: 3 clusters Score -1614320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1614331.500000 Penalty: 4603.137695
	Iteration 20F: 3 clusters Score -1614332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1614339.750000 Penalty: 4603.137695
	Iteration 21Q: 3 clusters Score -1614340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1614345.375000 Penalty: 4603.137695
	Iteration 22Q: 3 clusters Score -1614345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1614356.625000 Penalty: 4603.137695
	Iteration 23Q: 3 clusters Score -1614357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1614364.375000 Penalty: 4603.137695
	Iteration 24Q: 3 clusters Score -1614364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1614373.750000 Penalty: 4603.137695
	Iteration 25Q: 3 clusters Score -1614374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1614383.250000 Penalty: 4603.137695
	Iteration 26Q: 3 clusters Score -1614383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1614393.000000 Penalty: 4603.137695
	Iteration 27Q: 3 clusters Score -1614393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1614402.125000 Penalty: 4603.137695
	Iteration 28Q: 3 clusters Score -1614402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1614407.875000 Penalty: 4603.137695
	Iteration 29Q: 3 clusters Score -1614408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1614416.750000 Penalty: 4603.137695
	Iteration 30Q: 3 clusters Score -1614417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1614425.875000 Penalty: 4603.137695
	Iteration 31Q: 3 clusters Score -1614426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1614436.250000 Penalty: 4603.137695
	Iteration 32Q: 3 clusters Score -1614436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1614441.125000 Penalty: 4603.137695
	Iteration 33Q: 3 clusters Score -1614441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1614449.250000 Penalty: 4603.137695
	Iteration 34Q: 3 clusters Score -1614449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1614451.375000 Penalty: 4603.137695
	Iteration 35Q: 3 clusters Score -1614451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1614456.500000 Penalty: 4603.137695
	Iteration 36Q: 3 clusters Score -1614456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1614460.625000 Penalty: 4603.137695
	Iteration 37Q: 3 clusters Score -1614461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1614457.750000 Penalty: 4603.137695
	Iteration 38Q: 3 clusters Score -1614458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1614460.125000 Penalty: 4603.137695
	Iteration 39Q: 3 clusters Score -1614460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1614463.000000 Penalty: 4603.137695
	Iteration 40F: 3 clusters Score -1614463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1614466.625000 Penalty: 4603.137695
	Iteration 41Q: 3 clusters Score -1614467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1614467.500000 Penalty: 4603.137695
	Iteration 42Q: 3 clusters Score -1614468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1614467.000000 Penalty: 4603.137695
	Iteration 43Q: 3 clusters Score -1614467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1614468.125000 Penalty: 4603.137695
	Iteration 44Q: 3 clusters Score -1614468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1614474.875000 Penalty: 4603.137695
	Iteration 45Q: 3 clusters Score -1614475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1614476.375000 Penalty: 4603.137695
	Iteration 46Q: 3 clusters Score -1614476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1614479.875000 Penalty: 4603.137695
	Iteration 47Q: 3 clusters Score -1614480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1614479.625000 Penalty: 4603.137695
	Iteration 48Q: 3 clusters Score -1614480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1614476.875000 Penalty: 4603.137695
	Iteration 49Q: 3 clusters Score -1614477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1614480.250000 Penalty: 4603.137695
	Iteration 50Q: 3 clusters Score -1614480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1614484.750000 Penalty: 4603.137695
	Iteration 51Q: 3 clusters Score -1614485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1614480.250000 Penalty: 4603.137695
	Iteration 52Q: 3 clusters Score -1614480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1614483.500000 Penalty: 4603.137695
	Iteration 53Q: 3 clusters Score -1614484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1614484.625000 Penalty: 4603.137695
	Iteration 54Q: 3 clusters Score -1614485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1614482.000000 Penalty: 4603.137695
	Iteration 55Q: 3 clusters Score -1614482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1614490.500000 Penalty: 4603.137695
	Iteration 56Q: 3 clusters Score -1614490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1614493.125000 Penalty: 4603.137695
	Iteration 57Q: 3 clusters Score -1614493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1614492.250000 Penalty: 4603.137695
	Iteration 58Q: 3 clusters Score -1614492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1614496.500000 Penalty: 4603.137695
	Iteration 59Q: 3 clusters Score -1614496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1614500.250000 Penalty: 4603.137695
	Iteration 60F: 3 clusters Score -1614500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1614503.000000 Penalty: 4603.137695
	Iteration 61Q: 3 clusters Score -1614503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1614505.625000 Penalty: 4603.137695
	Iteration 62Q: 3 clusters Score -1614506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1614505.500000 Penalty: 4603.137695
	Iteration 63Q: 3 clusters Score -1614506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1614508.500000 Penalty: 4603.137695
	Iteration 64Q: 3 clusters Score -1614508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1614508.250000 Penalty: 4603.137695
	Iteration 65Q: 3 clusters Score -1614508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1614508.125000 Penalty: 4603.137695
	Iteration 66Q: 3 clusters Score -1614508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1614509.750000 Penalty: 4603.137695
	Iteration 67Q: 3 clusters Score -1614510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1614509.750000 Penalty: 4603.137695
	Iteration 68Q: 3 clusters Score -1614510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1614509.875000 Penalty: 4603.137695
	Iteration 69Q: 3 clusters Score -1614510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1614514.875000 Penalty: 4603.137695
	Iteration 70Q: 3 clusters Score -1614515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1614516.875000 Penalty: 4603.137695
	Iteration 71Q: 3 clusters Score -1614517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1614517.000000 Penalty: 4603.137695
	Iteration 72Q: 3 clusters Score -1614517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1614520.500000 Penalty: 4603.137695
	Iteration 73Q: 3 clusters Score -1614520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1614521.125000 Penalty: 4603.137695
	Iteration 74Q: 3 clusters Score -1614521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1614521.125000 Penalty: 4603.137695
	Iteration 75F: 3 clusters Score -1614521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -287047.781250 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -287047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -284340.593750 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -284340.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -284991.062500 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -284991.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -285235.687500 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -285235.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -285452.125000 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -285452.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -285687.531250 Penalty: 3823.148926
	Iteration 4F: 3 clusters Score -285687.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -285895.000000 Penalty: 3823.148926
	Iteration 5F: 3 clusters Score -285895 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -286091.031250 Penalty: 3823.148926
	Iteration 6F: 3 clusters Score -286091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -286284.687500 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -286284.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -286446.250000 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -286446.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -286524.343750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -286524.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -286570.281250 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -286570.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -286607.062500 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -286607.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -286632.062500 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -286632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -286638.093750 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -286638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -286645.968750 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -286646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -286651.375000 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -286651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -286655.500000 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -286655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -286657.468750 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -286657.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -286657.468750 Penalty: 3823.148926
	Iteration 18F: 3 clusters Score -286657.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Entering Unmasked Estep 
Score: -471747.375000 Penalty: 1996.020264
	Iteration 0F: 2 clusters Score -471747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -468456.656250 Penalty: 3992.040527
	Iteration 0F: 3 clusters Score -468456.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -469072.562500 Penalty: 3992.040527
	Iteration 1F: 3 clusters Score -469072.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -469209.000000 Penalty: 3992.040527
	Iteration 2F: 3 clusters Score -469209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -469291.062500 Penalty: 3992.040527
	Iteration 3Q: 3 clusters Score -469291.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -469367.656250 Penalty: 3992.040527
	Iteration 4Q: 3 clusters Score -469367.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -469412.531250 Penalty: 3992.040527
	Iteration 5Q: 3 clusters Score -469412.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -469452.593750 Penalty: 3992.040527
	Iteration 6Q: 3 clusters Score -469452.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -469491.718750 Penalty: 3992.040527
	Iteration 7Q: 3 clusters Score -469491.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -469523.625000 Penalty: 3992.040527
	Iteration 8Q: 3 clusters Score -469523.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -469552.000000 Penalty: 3992.040527
	Iteration 9Q: 3 clusters Score -469552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -469576.906250 Penalty: 3992.040527
	Iteration 10Q: 3 clusters Score -469576.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -469600.406250 Penalty: 3992.040527
	Iteration 11Q: 3 clusters Score -469600.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -469620.093750 Penalty: 3992.040527
	Iteration 12Q: 3 clusters Score -469620.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -469633.843750 Penalty: 3992.040527
	Iteration 13Q: 3 clusters Score -469633.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -469651.718750 Penalty: 3992.040527
	Iteration 14Q: 3 clusters Score -469651.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -469667.125000 Penalty: 3992.040527
	Iteration 15Q: 3 clusters Score -469667.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -469678.687500 Penalty: 3992.040527
	Iteration 16Q: 3 clusters Score -469678.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -469692.375000 Penalty: 3992.040527
	Iteration 17Q: 3 clusters Score -469692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -469700.437500 Penalty: 3992.040527
	Iteration 18Q: 3 clusters Score -469700.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -469710.218750 Penalty: 3992.040527
	Iteration 19Q: 3 clusters Score -469710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -469715.781250 Penalty: 3992.040527
	Iteration 20F: 3 clusters Score -469715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -469721.812500 Penalty: 3992.040527
	Iteration 21Q: 3 clusters Score -469721.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -469734.062500 Penalty: 3992.040527
	Iteration 22Q: 3 clusters Score -469734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -469747.000000 Penalty: 3992.040527
	Iteration 23Q: 3 clusters Score -469747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -469765.031250 Penalty: 3992.040527
	Iteration 24Q: 3 clusters Score -469765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -469784.843750 Penalty: 3992.040527
	Iteration 25Q: 3 clusters Score -469784.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -469810.062500 Penalty: 3992.040527
	Iteration 26Q: 3 clusters Score -469810.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -469827.906250 Penalty: 3992.040527
	Iteration 27Q: 3 clusters Score -469827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -469844.156250 Penalty: 3992.040527
	Iteration 28Q: 3 clusters Score -469844.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -469861.531250 Penalty: 3992.040527
	Iteration 29Q: 3 clusters Score -469861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -469875.250000 Penalty: 3992.040527
	Iteration 30Q: 3 clusters Score -469875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -469885.156250 Penalty: 3992.040527
	Iteration 31Q: 3 clusters Score -469885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -469898.343750 Penalty: 3992.040527
	Iteration 32Q: 3 clusters Score -469898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -469917.625000 Penalty: 3992.040527
	Iteration 33Q: 3 clusters Score -469917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -469930.125000 Penalty: 3992.040527
	Iteration 34Q: 3 clusters Score -469930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -469940.750000 Penalty: 3992.040527
	Iteration 35Q: 3 clusters Score -469940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -469946.718750 Penalty: 3992.040527
	Iteration 36Q: 3 clusters Score -469946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -469949.000000 Penalty: 3992.040527
	Iteration 37Q: 3 clusters Score -469949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -469950.375000 Penalty: 3992.040527
	Iteration 38Q: 3 clusters Score -469950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -469951.406250 Penalty: 3992.040527
	Iteration 39Q: 3 clusters Score -469951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -469951.406250 Penalty: 3992.040527
	Iteration 40F: 3 clusters Score -469951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -40711.601562 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -40711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39456.148438 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -39456.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39641.390625 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -39641.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39721.621094 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -39721.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39803.437500 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -39803.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39825.863281 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -39825.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39858.238281 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -39858.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39874.207031 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -39874.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39886.156250 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -39886.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39893.628906 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -39893.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39896.664062 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -39896.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39896.664062 Penalty: 2880.838867
	Iteration 10F: 3 clusters Score -39896.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Entering Unmasked Estep 
Score: -2185896.000000 Penalty: 2374.423584
	Iteration 0F: 2 clusters Score -2185896 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 7303 members 
Entering Unmasked Estep 
Score: -2175529.000000 Penalty: 4748.847168
	Iteration 0F: 3 clusters Score -2175529 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2178779.750000 Penalty: 4748.847168
	Iteration 1F: 3 clusters Score -2178780 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2179134.500000 Penalty: 4748.847168
	Iteration 2F: 3 clusters Score -2179134 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2179390.750000 Penalty: 4748.847168
	Iteration 3Q: 3 clusters Score -2179391 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2179648.000000 Penalty: 4748.847168
	Iteration 4Q: 3 clusters Score -2179648 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2180024.000000 Penalty: 4748.847168
	Iteration 5Q: 3 clusters Score -2180024 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2180444.500000 Penalty: 4748.847168
	Iteration 6Q: 3 clusters Score -2180444 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2181015.750000 Penalty: 4748.847168
	Iteration 7F: 3 clusters Score -2181016 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2181654.500000 Penalty: 4748.847168
	Iteration 8F: 3 clusters Score -2181654 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2182303.500000 Penalty: 4748.847168
	Iteration 9F: 3 clusters Score -2182304 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2182846.250000 Penalty: 4748.847168
	Iteration 10Q: 3 clusters Score -2182846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2183223.000000 Penalty: 4748.847168
	Iteration 11Q: 3 clusters Score -2183223 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2183484.250000 Penalty: 4748.847168
	Iteration 12Q: 3 clusters Score -2183484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2183667.750000 Penalty: 4748.847168
	Iteration 13Q: 3 clusters Score -2183668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2183750.750000 Penalty: 4748.847168
	Iteration 14Q: 3 clusters Score -2183751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2183817.000000 Penalty: 4748.847168
	Iteration 15Q: 3 clusters Score -2183817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2183835.500000 Penalty: 4748.847168
	Iteration 16Q: 3 clusters Score -2183836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2183853.250000 Penalty: 4748.847168
	Iteration 17Q: 3 clusters Score -2183853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2183861.250000 Penalty: 4748.847168
	Iteration 18Q: 3 clusters Score -2183861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2183862.000000 Penalty: 4748.847168
	Iteration 19Q: 3 clusters Score -2183862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2183865.000000 Penalty: 4748.847168
	Iteration 20F: 3 clusters Score -2183865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2183869.250000 Penalty: 4748.847168
	Iteration 21Q: 3 clusters Score -2183869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2183873.000000 Penalty: 4748.847168
	Iteration 22Q: 3 clusters Score -2183873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2183881.250000 Penalty: 4748.847168
	Iteration 23Q: 3 clusters Score -2183881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2183884.250000 Penalty: 4748.847168
	Iteration 24Q: 3 clusters Score -2183884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2183884.250000 Penalty: 4748.847168
	Iteration 25F: 3 clusters Score -2183884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -1257271.250000 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -1257271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1250826.500000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -1250826 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1252557.500000 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -1252558 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1252783.625000 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -1252784 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1252931.125000 Penalty: 4463.259766
	Iteration 3Q: 3 clusters Score -1252931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1253050.375000 Penalty: 4463.259766
	Iteration 4Q: 3 clusters Score -1253050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1253130.625000 Penalty: 4463.259766
	Iteration 5Q: 3 clusters Score -1253131 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1253208.875000 Penalty: 4463.259766
	Iteration 6Q: 3 clusters Score -1253209 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1253270.250000 Penalty: 4463.259766
	Iteration 7Q: 3 clusters Score -1253270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1253319.875000 Penalty: 4463.259766
	Iteration 8Q: 3 clusters Score -1253320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1253369.250000 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -1253369 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1253415.500000 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -1253416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1253463.375000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -1253463 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1253511.125000 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -1253511 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1253565.500000 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -1253566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1253615.250000 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -1253615 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1253681.750000 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -1253682 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1253762.625000 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -1253763 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1253853.875000 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -1253854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1253951.250000 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -1253951 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1254051.000000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -1254051 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1254164.625000 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -1254165 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1254269.250000 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -1254269 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1254383.250000 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -1254383 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1254481.375000 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -1254481 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1254577.500000 Penalty: 4463.259766
	Iteration 24Q: 3 clusters Score -1254578 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1254677.500000 Penalty: 4463.259766
	Iteration 25Q: 3 clusters Score -1254678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1254764.750000 Penalty: 4463.259766
	Iteration 26Q: 3 clusters Score -1254765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1254846.500000 Penalty: 4463.259766
	Iteration 27Q: 3 clusters Score -1254846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1254922.625000 Penalty: 4463.259766
	Iteration 28Q: 3 clusters Score -1254923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1254990.125000 Penalty: 4463.259766
	Iteration 29Q: 3 clusters Score -1254990 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1255049.750000 Penalty: 4463.259766
	Iteration 30Q: 3 clusters Score -1255050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1255096.000000 Penalty: 4463.259766
	Iteration 31Q: 3 clusters Score -1255096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1255129.875000 Penalty: 4463.259766
	Iteration 32Q: 3 clusters Score -1255130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1255162.125000 Penalty: 4463.259766
	Iteration 33Q: 3 clusters Score -1255162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1255182.500000 Penalty: 4463.259766
	Iteration 34Q: 3 clusters Score -1255182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1255213.875000 Penalty: 4463.259766
	Iteration 35Q: 3 clusters Score -1255214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1255232.875000 Penalty: 4463.259766
	Iteration 36Q: 3 clusters Score -1255233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1255251.875000 Penalty: 4463.259766
	Iteration 37Q: 3 clusters Score -1255252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1255261.500000 Penalty: 4463.259766
	Iteration 38Q: 3 clusters Score -1255262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1255271.500000 Penalty: 4463.259766
	Iteration 39Q: 3 clusters Score -1255272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1255277.000000 Penalty: 4463.259766
	Iteration 40F: 3 clusters Score -1255277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1255284.625000 Penalty: 4463.259766
	Iteration 41Q: 3 clusters Score -1255285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1255295.625000 Penalty: 4463.259766
	Iteration 42Q: 3 clusters Score -1255296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1255300.625000 Penalty: 4463.259766
	Iteration 43Q: 3 clusters Score -1255301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1255308.125000 Penalty: 4463.259766
	Iteration 44Q: 3 clusters Score -1255308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1255316.375000 Penalty: 4463.259766
	Iteration 45Q: 3 clusters Score -1255316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1255320.625000 Penalty: 4463.259766
	Iteration 46Q: 3 clusters Score -1255321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1255326.625000 Penalty: 4463.259766
	Iteration 47Q: 3 clusters Score -1255327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1255329.875000 Penalty: 4463.259766
	Iteration 48Q: 3 clusters Score -1255330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1255336.000000 Penalty: 4463.259766
	Iteration 49Q: 3 clusters Score -1255336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1255338.625000 Penalty: 4463.259766
	Iteration 50Q: 3 clusters Score -1255339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1255343.750000 Penalty: 4463.259766
	Iteration 51Q: 3 clusters Score -1255344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1255347.500000 Penalty: 4463.259766
	Iteration 52Q: 3 clusters Score -1255348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1255346.000000 Penalty: 4463.259766
	Iteration 53Q: 3 clusters Score -1255346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1255346.500000 Penalty: 4463.259766
	Iteration 54Q: 3 clusters Score -1255346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1255346.500000 Penalty: 4463.259766
	Iteration 55F: 3 clusters Score -1255346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -185843.953125 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -185844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183698.468750 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -183698.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184110.812500 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -184110.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -184253.312500 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -184253.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -184342.640625 Penalty: 3552.549072
	Iteration 3Q: 3 clusters Score -184342.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -184426.140625 Penalty: 3552.549072
	Iteration 4Q: 3 clusters Score -184426.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -184494.343750 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -184494.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -184549.546875 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -184549.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -184590.203125 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -184590.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -184609.921875 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -184609.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -184632.015625 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -184632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -184656.703125 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -184656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -184678.296875 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -184678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184701.187500 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -184701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184714.234375 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -184714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -184727.375000 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -184727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184737.375000 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -184737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -184745.671875 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -184745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184752.718750 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -184752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -184758.984375 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -184759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184767.531250 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -184767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184770.765625 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -184770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184772.015625 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -184772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184772.015625 Penalty: 3552.549072
	Iteration 22F: 3 clusters Score -184772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101797.562500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101797.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102193.125000 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102193.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102461.351562 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102461.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102610.117188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102610.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102708.828125 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102708.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102794.382812 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102858.445312 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103015.046875 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -103015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103166.515625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -103166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103270.265625 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -103270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103304.250000 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -103304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -103368.414062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -103368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103415.523438 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -103415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -103449.906250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -103449.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103487.093750 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -103487.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103521.085938 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -103521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103553.820312 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -103553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103558.007812 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -103558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103559.828125 Penalty: 3306.179199
	Iteration 18F: 3 clusters Score -103559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -103582.242188 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -103582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103604.390625 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -103604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103614.507812 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -103614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103626.062500 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -103626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -103630.429688 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -103630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103641.804688 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -103641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103641.804688 Penalty: 3306.179199
	Iteration 25F: 3 clusters Score -103641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 132701 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26238 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 4362 members 
Mstep: Class 25 contains 40794 members 
Mstep: Class 26 contains 17246 members 
Mstep: Class 27 contains 10727 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14390 members 
Mstep: Class 32 contains 8091 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119651 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119831 members 
Mstep: Class 43 contains 60 members 
Mstep: Class 44 contains 535 members 
Entering Unmasked Estep 
Score: -104153064.000000 Penalty: 146824.781250
Splitting cluster 34 changes total score from -104154856.000000 to -104153064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -88411.171875 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -88411.17 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 341 members 
Entering Unmasked Estep 
Score: -86786.687500 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -86786.69 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87172.085938 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -87172.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87550.140625 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -87550.14 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87844.640625 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -87844.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87996.804688 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -87996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88050.437500 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -88050.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88100.562500 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -88100.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88112.648438 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -88112.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88116.203125 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -88116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88117.070312 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -88117.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88117.070312 Penalty: 3229.825684
	Iteration 10F: 3 clusters Score -88117.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13754.394531 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13754.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13865.332031 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13865.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13927.515625 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -13927.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13996.172852 Penalty: 2447.499023
	Iteration 3F: 3 clusters Score -13996.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -14031.866211 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -14031.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -14044.465820 Penalty: 2447.499023
	Iteration 5Q: 3 clusters Score -14044.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -14044.465820 Penalty: 2447.499023
	Iteration 6F: 3 clusters Score -14044.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (119651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Entering Unmasked Estep 
Score: -18459368.000000 Penalty: 2899.698975
	Iteration 0F: 2 clusters Score -1.845937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -18386798.000000 Penalty: 5799.397949
	Iteration 0F: 3 clusters Score -1.83868e+07 nChanged 56736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -18419476.000000 Penalty: 5799.397949
	Iteration 1F: 3 clusters Score -1.841948e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -18420954.000000 Penalty: 5799.397949
	Iteration 2Q: 3 clusters Score -1.842095e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -18423174.000000 Penalty: 5799.397949
	Iteration 3Q: 3 clusters Score -1.842317e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 63848 members 
Entering Unmasked Estep 
Score: -18426102.000000 Penalty: 5799.397949
	Iteration 4Q: 3 clusters Score -1.84261e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -18430492.000000 Penalty: 5799.397949
	Iteration 5F: 3 clusters Score -1.843049e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -18436542.000000 Penalty: 5799.397949
	Iteration 6F: 3 clusters Score -1.843654e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -18443580.000000 Penalty: 5799.397949
	Iteration 7F: 3 clusters Score -1.844358e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -18448828.000000 Penalty: 5799.397949
	Iteration 8F: 3 clusters Score -1.844883e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -18451262.000000 Penalty: 5799.397949
	Iteration 9Q: 3 clusters Score -1.845126e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -18452436.000000 Penalty: 5799.397949
	Iteration 10Q: 3 clusters Score -1.845244e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -18453146.000000 Penalty: 5799.397949
	Iteration 11Q: 3 clusters Score -1.845315e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -18453880.000000 Penalty: 5799.397949
	Iteration 12Q: 3 clusters Score -1.845388e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -18454510.000000 Penalty: 5799.397949
	Iteration 13Q: 3 clusters Score -1.845451e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -18455070.000000 Penalty: 5799.397949
	Iteration 14Q: 3 clusters Score -1.845507e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -18455524.000000 Penalty: 5799.397949
	Iteration 15Q: 3 clusters Score -1.845552e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -18455852.000000 Penalty: 5799.397949
	Iteration 16Q: 3 clusters Score -1.845585e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -18456250.000000 Penalty: 5799.397949
	Iteration 17Q: 3 clusters Score -1.845625e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -18456480.000000 Penalty: 5799.397949
	Iteration 18Q: 3 clusters Score -1.845648e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -18456620.000000 Penalty: 5799.397949
	Iteration 19Q: 3 clusters Score -1.845662e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -18456772.000000 Penalty: 5799.397949
	Iteration 20F: 3 clusters Score -1.845677e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -18456850.000000 Penalty: 5799.397949
	Iteration 21Q: 3 clusters Score -1.845685e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -18456912.000000 Penalty: 5799.397949
	Iteration 22Q: 3 clusters Score -1.845691e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -18457012.000000 Penalty: 5799.397949
	Iteration 23Q: 3 clusters Score -1.845701e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -18456992.000000 Penalty: 5799.397949
	Iteration 24Q: 3 clusters Score -1.845699e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -18457052.000000 Penalty: 5799.397949
	Iteration 25Q: 3 clusters Score -1.845705e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -18457074.000000 Penalty: 5799.397949
	Iteration 26Q: 3 clusters Score -1.845707e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -18457100.000000 Penalty: 5799.397949
	Iteration 27Q: 3 clusters Score -1.84571e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -18457104.000000 Penalty: 5799.397949
	Iteration 28Q: 3 clusters Score -1.84571e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -18457104.000000 Penalty: 5799.397949
	Iteration 29Q: 3 clusters Score -1.84571e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -18457138.000000 Penalty: 5799.397949
	Iteration 30Q: 3 clusters Score -1.845714e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -18457164.000000 Penalty: 5799.397949
	Iteration 31Q: 3 clusters Score -1.845716e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -18457192.000000 Penalty: 5799.397949
	Iteration 32Q: 3 clusters Score -1.845719e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -18457180.000000 Penalty: 5799.397949
	Iteration 33Q: 3 clusters Score -1.845718e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -18457194.000000 Penalty: 5799.397949
	Iteration 34Q: 3 clusters Score -1.845719e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -18457184.000000 Penalty: 5799.397949
	Iteration 35Q: 3 clusters Score -1.845718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -18457192.000000 Penalty: 5799.397949
	Iteration 36Q: 3 clusters Score -1.845719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -18457188.000000 Penalty: 5799.397949
	Iteration 37Q: 3 clusters Score -1.845719e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -18457192.000000 Penalty: 5799.397949
	Iteration 38Q: 3 clusters Score -1.845719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -18457192.000000 Penalty: 5799.397949
	Iteration 39Q: 3 clusters Score -1.845719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -18457190.000000 Penalty: 5799.397949
	Iteration 40F: 3 clusters Score -1.845719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -18457186.000000 Penalty: 5799.397949
	Iteration 41Q: 3 clusters Score -1.845719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -18457188.000000 Penalty: 5799.397949
	Iteration 42Q: 3 clusters Score -1.845719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -18457200.000000 Penalty: 5799.397949
	Iteration 43Q: 3 clusters Score -1.84572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -18457196.000000 Penalty: 5799.397949
	Iteration 44Q: 3 clusters Score -1.84572e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -18457188.000000 Penalty: 5799.397949
	Iteration 45Q: 3 clusters Score -1.845719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -18457216.000000 Penalty: 5799.397949
	Iteration 46Q: 3 clusters Score -1.845722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -18457190.000000 Penalty: 5799.397949
	Iteration 47Q: 3 clusters Score -1.845719e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -18457196.000000 Penalty: 5799.397949
	Iteration 48Q: 3 clusters Score -1.84572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -18457182.000000 Penalty: 5799.397949
	Iteration 49Q: 3 clusters Score -1.845718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -18457178.000000 Penalty: 5799.397949
	Iteration 50Q: 3 clusters Score -1.845718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -18457180.000000 Penalty: 5799.397949
	Iteration 51Q: 3 clusters Score -1.845718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 62474 members 
Entering Unmasked Estep 
Score: -18457184.000000 Penalty: 5799.397949
	Iteration 52Q: 3 clusters Score -1.845718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -18457176.000000 Penalty: 5799.397949
	Iteration 53Q: 3 clusters Score -1.845718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -18457186.000000 Penalty: 5799.397949
	Iteration 54Q: 3 clusters Score -1.845719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -18457184.000000 Penalty: 5799.397949
	Iteration 55Q: 3 clusters Score -1.845718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -18457182.000000 Penalty: 5799.397949
	Iteration 56Q: 3 clusters Score -1.845718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -18457204.000000 Penalty: 5799.397949
	Iteration 57Q: 3 clusters Score -1.84572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -18457210.000000 Penalty: 5799.397949
	Iteration 58Q: 3 clusters Score -1.845721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -18457206.000000 Penalty: 5799.397949
	Iteration 59Q: 3 clusters Score -1.845721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -18457214.000000 Penalty: 5799.397949
	Iteration 60F: 3 clusters Score -1.845721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -18457214.000000 Penalty: 5799.397949
	Iteration 61Q: 3 clusters Score -1.845721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -18457228.000000 Penalty: 5799.397949
	Iteration 62Q: 3 clusters Score -1.845723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -18457226.000000 Penalty: 5799.397949
	Iteration 63Q: 3 clusters Score -1.845723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -18457238.000000 Penalty: 5799.397949
	Iteration 64Q: 3 clusters Score -1.845724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -18457220.000000 Penalty: 5799.397949
	Iteration 65Q: 3 clusters Score -1.845722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -18457230.000000 Penalty: 5799.397949
	Iteration 66Q: 3 clusters Score -1.845723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -18457228.000000 Penalty: 5799.397949
	Iteration 67Q: 3 clusters Score -1.845723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -18457224.000000 Penalty: 5799.397949
	Iteration 68Q: 3 clusters Score -1.845722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -18457212.000000 Penalty: 5799.397949
	Iteration 69Q: 3 clusters Score -1.845721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -18457214.000000 Penalty: 5799.397949
	Iteration 70Q: 3 clusters Score -1.845721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -18457214.000000 Penalty: 5799.397949
	Iteration 71F: 3 clusters Score -1.845721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -84415.914062 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -84415.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82802.992188 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -82802.99 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83040.437500 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -83040.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83174.484375 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -83174.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83251.859375 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -83251.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -83319.000000 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -83319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83371.679688 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -83371.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83428.820312 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -83428.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83484.804688 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -83484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83537.218750 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -83537.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83592.757812 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -83592.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83657.617188 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -83657.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83704.539062 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -83704.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83783.406250 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -83783.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83829.843750 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -83829.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83863.304688 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -83863.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83895.171875 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -83895.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83918.742188 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -83918.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83936.468750 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -83936.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83943.273438 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -83943.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83945.953125 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -83945.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83953.187500 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -83953.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83968.429688 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -83968.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83971.539062 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -83971.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83971.539062 Penalty: 3179.446777
	Iteration 23F: 3 clusters Score -83971.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -77801.359375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -77801.36 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 371 members 
Entering Unmasked Estep 
Score: -76301.890625 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -76301.89 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76758.906250 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -76758.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76882.960938 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -76882.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76954.570312 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -76954.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77043.390625 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77043.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77092.757812 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77092.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77110.414062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77110.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77123.296875 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77132.750000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77132.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77137.570312 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77137.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77142.187500 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -77142.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77142.187500 Penalty: 3246.493408
	Iteration 11F: 3 clusters Score -77142.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -180498.578125 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -180498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178353.906250 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -178353.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178659.531250 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -178659.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178743.921875 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -178743.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178807.796875 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -178807.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178869.687500 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -178869.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178935.578125 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -178935.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -179013.546875 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -179013.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179103.343750 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -179103.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179213.953125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -179214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -179301.859375 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -179301.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179370.859375 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -179370.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179472.062500 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -179472.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179587.750000 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -179587.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179681.687500 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -179681.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -179757.375000 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -179757.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179805.640625 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -179805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -179842.953125 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -179843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -179894.390625 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -179894.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -179933.281250 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -179933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -179948.031250 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -179948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -179957.171875 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -179957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -179968.703125 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -179968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -179978.203125 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -179978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -179987.234375 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -179987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -179991.984375 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -179992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -179991.984375 Penalty: 3535.734131
	Iteration 25F: 3 clusters Score -179992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19755.117188 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19755.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19920.240234 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19920.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19975.978516 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19975.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20002.837891 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -20002.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20015.632812 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -20015.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20027.597656 Penalty: 2583.905029
	Iteration 5Q: 3 clusters Score -20027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -20045.302734 Penalty: 2583.905029
	Iteration 6Q: 3 clusters Score -20045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -20082.623047 Penalty: 2583.905029
	Iteration 7Q: 3 clusters Score -20082.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -20178.062500 Penalty: 2583.905029
	Iteration 8Q: 3 clusters Score -20178.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20185.796875 Penalty: 2583.905029
	Iteration 9Q: 3 clusters Score -20185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -20185.796875 Penalty: 2583.905029
	Iteration 10F: 3 clusters Score -20185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (119831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119831 members 
Entering Unmasked Estep 
Score: -18457946.000000 Penalty: 2900.071777
	Iteration 0F: 2 clusters Score -1.845795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -18382818.000000 Penalty: 5800.143555
	Iteration 0F: 3 clusters Score -1.838282e+07 nChanged 56588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -18415588.000000 Penalty: 5800.143555
	Iteration 1F: 3 clusters Score -1.841559e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -18417122.000000 Penalty: 5800.143555
	Iteration 2Q: 3 clusters Score -1.841712e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -18419424.000000 Penalty: 5800.143555
	Iteration 3Q: 3 clusters Score -1.841942e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -18423194.000000 Penalty: 5800.143555
	Iteration 4F: 3 clusters Score -1.842319e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -18428842.000000 Penalty: 5800.143555
	Iteration 5F: 3 clusters Score -1.842884e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -18436502.000000 Penalty: 5800.143555
	Iteration 6F: 3 clusters Score -1.84365e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -18444130.000000 Penalty: 5800.143555
	Iteration 7F: 3 clusters Score -1.844413e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 111466 members 
Entering Unmasked Estep 
Score: -18449692.000000 Penalty: 5800.143555
	Iteration 8F: 3 clusters Score -1.844969e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -18452800.000000 Penalty: 5800.143555
	Iteration 9Q: 3 clusters Score -1.84528e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 117956 members 
Entering Unmasked Estep 
Score: -18454228.000000 Penalty: 5800.143555
	Iteration 10Q: 3 clusters Score -1.845423e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -18454830.000000 Penalty: 5800.143555
	Iteration 11Q: 3 clusters Score -1.845483e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 119157 members 
Entering Unmasked Estep 
Score: -18455064.000000 Penalty: 5800.143555
	Iteration 12Q: 3 clusters Score -1.845506e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -18455232.000000 Penalty: 5800.143555
	Iteration 13Q: 3 clusters Score -1.845523e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -18455294.000000 Penalty: 5800.143555
	Iteration 14Q: 3 clusters Score -1.845529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -18455340.000000 Penalty: 5800.143555
	Iteration 15Q: 3 clusters Score -1.845534e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
Score: -18455370.000000 Penalty: 5800.143555
	Iteration 16Q: 3 clusters Score -1.845537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -18455370.000000 Penalty: 5800.143555
	Iteration 17Q: 3 clusters Score -1.845537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -18455406.000000 Penalty: 5800.143555
	Iteration 18Q: 3 clusters Score -1.845541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -18455398.000000 Penalty: 5800.143555
	Iteration 19Q: 3 clusters Score -1.84554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -18455424.000000 Penalty: 5800.143555
	Iteration 20F: 3 clusters Score -1.845542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -18455444.000000 Penalty: 5800.143555
	Iteration 21Q: 3 clusters Score -1.845544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -18455476.000000 Penalty: 5800.143555
	Iteration 22Q: 3 clusters Score -1.845548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -18455490.000000 Penalty: 5800.143555
	Iteration 23Q: 3 clusters Score -1.845549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -18455504.000000 Penalty: 5800.143555
	Iteration 24Q: 3 clusters Score -1.84555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -18455506.000000 Penalty: 5800.143555
	Iteration 25Q: 3 clusters Score -1.845551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -18455522.000000 Penalty: 5800.143555
	Iteration 26Q: 3 clusters Score -1.845552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -18455522.000000 Penalty: 5800.143555
	Iteration 27Q: 3 clusters Score -1.845552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -18455536.000000 Penalty: 5800.143555
	Iteration 28Q: 3 clusters Score -1.845554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -18455540.000000 Penalty: 5800.143555
	Iteration 29Q: 3 clusters Score -1.845554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -18455550.000000 Penalty: 5800.143555
	Iteration 30Q: 3 clusters Score -1.845555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 119454 members 
Entering Unmasked Estep 
Score: -18455550.000000 Penalty: 5800.143555
	Iteration 31F: 3 clusters Score -1.845555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: 34500.246094 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 34500.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 132701 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26238 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22655 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 4362 members 
Mstep: Class 25 contains 40794 members 
Mstep: Class 26 contains 17246 members 
Mstep: Class 27 contains 10727 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14390 members 
Mstep: Class 32 contains 8091 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119651 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1247 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119831 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154464.000000 Penalty: 143487.859375
Iteration 279Q: 44 clusters Score -1.041545e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 132773 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 26237 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4457 members 
Mstep: Class 23 contains 37874 members 
Mstep: Class 24 contains 4366 members 
Mstep: Class 25 contains 40815 members 
Mstep: Class 26 contains 17240 members 
Mstep: Class 27 contains 10725 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14388 members 
Mstep: Class 32 contains 7870 members 
Mstep: Class 33 contains 1290 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119646 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119987 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154312.000000 Penalty: 143487.859375
Iteration 280F: 44 clusters Score -1.041543e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 132900 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 26233 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2383 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22644 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4457 members 
Mstep: Class 23 contains 37875 members 
Mstep: Class 24 contains 4369 members 
Mstep: Class 25 contains 40811 members 
Mstep: Class 26 contains 17222 members 
Mstep: Class 27 contains 10731 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14385 members 
Mstep: Class 32 contains 7637 members 
Mstep: Class 33 contains 1292 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119576 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120195 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154072.000000 Penalty: 143487.859375
Iteration 281Q: 44 clusters Score -1.041541e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 133011 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 26233 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 2266 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15816 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4459 members 
Mstep: Class 23 contains 37870 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 40822 members 
Mstep: Class 26 contains 17217 members 
Mstep: Class 27 contains 10738 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 32 contains 7403 members 
Mstep: Class 33 contains 1294 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 673 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119511 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1242 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120381 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153848.000000 Penalty: 143487.859375
Iteration 282Q: 44 clusters Score -1.041538e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 133154 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 26230 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 5882 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22641 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4462 members 
Mstep: Class 23 contains 37863 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 40834 members 
Mstep: Class 26 contains 17217 members 
Mstep: Class 27 contains 10747 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 3135 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 32 contains 7142 members 
Mstep: Class 33 contains 1298 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119430 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1239 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120587 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153536.000000 Penalty: 143487.859375
Iteration 283Q: 44 clusters Score -1.041535e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 133338 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 26222 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15806 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4465 members 
Mstep: Class 23 contains 37861 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 17214 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3137 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14380 members 
Mstep: Class 32 contains 6897 members 
Mstep: Class 33 contains 1302 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119361 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120733 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153416.000000 Penalty: 143487.859375
Iteration 284Q: 44 clusters Score -1.041534e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 133529 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 26219 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22641 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4469 members 
Mstep: Class 23 contains 37857 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 40850 members 
Mstep: Class 26 contains 17194 members 
Mstep: Class 27 contains 10755 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14378 members 
Mstep: Class 32 contains 6667 members 
Mstep: Class 33 contains 1306 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119299 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120870 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153336.000000 Penalty: 143487.859375
Iteration 285Q: 44 clusters Score -1.041533e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 133724 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3268 members 
Mstep: Class 7 contains 26210 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 5860 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15806 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 37857 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 40852 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3146 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 32 contains 6442 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119240 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1234 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121005 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153152.000000 Penalty: 143487.859375
Iteration 286Q: 44 clusters Score -1.041532e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 133960 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26199 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22640 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4469 members 
Mstep: Class 23 contains 37859 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 40856 members 
Mstep: Class 26 contains 17191 members 
Mstep: Class 27 contains 10755 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 6200 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119159 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121129 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153152.000000 Penalty: 143487.859375
Iteration 287Q: 44 clusters Score -1.041532e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 134225 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26193 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22634 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 37860 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 40863 members 
Mstep: Class 26 contains 17196 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 5949 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 119053 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121231 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152816.000000 Penalty: 143487.859375
Iteration 288Q: 44 clusters Score -1.041528e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 134503 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26184 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22633 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15809 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 37859 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 40856 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 10767 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 32 contains 5693 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118978 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121328 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152400.000000 Penalty: 143487.859375
Iteration 289Q: 44 clusters Score -1.041524e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 134710 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26185 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22637 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4467 members 
Mstep: Class 23 contains 37857 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 40870 members 
Mstep: Class 26 contains 17183 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14371 members 
Mstep: Class 32 contains 5457 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118882 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121475 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152152.000000 Penalty: 143487.859375
Iteration 290Q: 44 clusters Score -1.041522e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 134991 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26191 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22637 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15796 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4464 members 
Mstep: Class 23 contains 37850 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40871 members 
Mstep: Class 26 contains 17178 members 
Mstep: Class 27 contains 10777 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 3150 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 5212 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118821 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121547 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151792.000000 Penalty: 143487.859375
Iteration 291Q: 44 clusters Score -1.041518e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 135261 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26192 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22633 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4461 members 
Mstep: Class 23 contains 37846 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 40885 members 
Mstep: Class 26 contains 17175 members 
Mstep: Class 27 contains 10779 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14368 members 
Mstep: Class 32 contains 4967 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118787 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121593 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151816.000000 Penalty: 143487.859375
Iteration 292Q: 44 clusters Score -1.041518e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 135535 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26196 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 5825 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15792 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 37840 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 40885 members 
Mstep: Class 26 contains 17182 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 4673 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118696 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121731 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151608.000000 Penalty: 143487.859375
Iteration 293Q: 44 clusters Score -1.041516e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 135803 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26203 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 5812 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22642 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15796 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 37842 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40880 members 
Mstep: Class 26 contains 17185 members 
Mstep: Class 27 contains 10788 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118637 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121857 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151072.000000 Penalty: 143487.859375
Iteration 294Q: 44 clusters Score -1.041511e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 136062 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26209 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 5807 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22638 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15798 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 37835 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 40867 members 
Mstep: Class 26 contains 17194 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14374 members 
Mstep: Class 32 contains 4106 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118590 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121978 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150872.000000 Penalty: 143487.859375
Iteration 295Q: 44 clusters Score -1.041509e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 136299 members 
Mstep: Class 3 contains 4276 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22631 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 37829 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40846 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 10803 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14376 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118561 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122110 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150888.000000 Penalty: 143487.859375
Iteration 296Q: 44 clusters Score -1.041509e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 136514 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26220 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22627 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 37830 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 40837 members 
Mstep: Class 26 contains 17190 members 
Mstep: Class 27 contains 10809 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14373 members 
Mstep: Class 32 contains 3647 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118541 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122220 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150368.000000 Penalty: 143487.859375
Iteration 297Q: 44 clusters Score -1.041504e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 136744 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26224 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22624 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37837 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 40850 members 
Mstep: Class 26 contains 17185 members 
Mstep: Class 27 contains 10808 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 3464 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118505 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122272 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150240.000000 Penalty: 143487.859375
Iteration 298Q: 44 clusters Score -1.041502e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 137015 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26231 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22621 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15794 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37839 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 40862 members 
Mstep: Class 26 contains 17198 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14364 members 
Mstep: Class 32 contains 3285 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118383 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122337 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149928.000000 Penalty: 143487.859375
Iteration 299Q: 44 clusters Score -1.041499e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 137241 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26237 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2312 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 37837 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 40877 members 
Mstep: Class 26 contains 17203 members 
Mstep: Class 27 contains 10816 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3161 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14360 members 
Mstep: Class 32 contains 3122 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118275 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122439 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149496.000000 Penalty: 143487.859375
Iteration 300F: 44 clusters Score -1.041495e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 137499 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26234 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22615 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37832 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40868 members 
Mstep: Class 26 contains 17205 members 
Mstep: Class 27 contains 10816 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14363 members 
Mstep: Class 32 contains 2982 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118154 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122547 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149256.000000 Penalty: 143487.859375
Iteration 301Q: 44 clusters Score -1.041493e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 137792 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26247 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22617 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37832 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40854 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 10825 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 2851 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 118052 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122577 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149104.000000 Penalty: 143487.859375
Iteration 302Q: 44 clusters Score -1.041491e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 138094 members 
Mstep: Class 3 contains 3798 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37826 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 40841 members 
Mstep: Class 26 contains 17187 members 
Mstep: Class 27 contains 10831 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3160 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117922 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122639 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148496.000000 Penalty: 143487.859375
Iteration 303Q: 44 clusters Score -1.041485e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 138352 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 5771 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 37828 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 40854 members 
Mstep: Class 26 contains 17193 members 
Mstep: Class 27 contains 10835 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14369 members 
Mstep: Class 32 contains 2572 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117759 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122788 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 3234.033691 but Gain 3336.921875
Score: -104148216.000000 Penalty: 140150.937500
Iteration 304Q: 43 clusters Score -1.041482e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 138640 members 
Mstep: Class 3 contains 3715 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 26291 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 2113 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22621 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15792 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 37826 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 40876 members 
Mstep: Class 26 contains 17284 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3176 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14366 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117632 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 125013 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149736.000000 Penalty: 140150.937500
Iteration 305Q: 43 clusters Score -1.041497e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 139112 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26298 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22624 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 37828 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 40894 members 
Mstep: Class 26 contains 17240 members 
Mstep: Class 27 contains 10864 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3168 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117661 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124883 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149568.000000 Penalty: 140150.937500
Iteration 306Q: 43 clusters Score -1.041496e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 139582 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15788 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 37823 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 40916 members 
Mstep: Class 26 contains 17215 members 
Mstep: Class 27 contains 10873 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14368 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117667 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124704 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148968.000000 Penalty: 140150.937500
Iteration 307Q: 43 clusters Score -1.04149e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 140016 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22615 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15786 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 37824 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 40924 members 
Mstep: Class 26 contains 17211 members 
Mstep: Class 27 contains 10880 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117711 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124501 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148736.000000 Penalty: 140150.937500
Iteration 308Q: 43 clusters Score -1.041487e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 140421 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22616 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15783 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 37825 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 40927 members 
Mstep: Class 26 contains 17195 members 
Mstep: Class 27 contains 10890 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14366 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117797 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124258 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148920.000000 Penalty: 140150.937500
Iteration 309Q: 43 clusters Score -1.041489e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 140790 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26322 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 5743 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22611 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15795 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37821 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 40947 members 
Mstep: Class 26 contains 17169 members 
Mstep: Class 27 contains 10894 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117845 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124030 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148720.000000 Penalty: 140150.937500
Iteration 310Q: 43 clusters Score -1.041487e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 141179 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15808 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2300 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 40939 members 
Mstep: Class 26 contains 17155 members 
Mstep: Class 27 contains 10897 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3167 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117840 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123823 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3266.608154 but Gain 3336.937500
Score: -104148520.000000 Penalty: 136814.000000
Iteration 311Q: 42 clusters Score -1.041485e+08 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 141579 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26351 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15824 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 37814 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 40956 members 
Mstep: Class 26 contains 17204 members 
Mstep: Class 27 contains 10927 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3196 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14375 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117785 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 125525 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150496.000000 Penalty: 136814.000000
Iteration 312Q: 42 clusters Score -1.041505e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 142173 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26372 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 5734 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22604 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 40956 members 
Mstep: Class 26 contains 17178 members 
Mstep: Class 27 contains 10937 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117810 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 125021 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150120.000000 Penalty: 136814.000000
Iteration 313Q: 42 clusters Score -1.041501e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 142717 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26393 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 1966 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 4238 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37811 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 40948 members 
Mstep: Class 26 contains 17155 members 
Mstep: Class 27 contains 10943 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14369 members 
Mstep: Class 33 contains 1311 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117796 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124577 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149768.000000 Penalty: 136814.000000
Iteration 314Q: 42 clusters Score -1.041498e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 143245 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26408 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15823 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 37809 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 40946 members 
Mstep: Class 26 contains 17149 members 
Mstep: Class 27 contains 10937 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3174 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14370 members 
Mstep: Class 33 contains 1312 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117780 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124119 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149424.000000 Penalty: 136814.000000
Iteration 315Q: 42 clusters Score -1.041494e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 143728 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26410 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22609 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15820 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 40936 members 
Mstep: Class 26 contains 17133 members 
Mstep: Class 27 contains 10936 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117834 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123684 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149008.000000 Penalty: 136814.000000
Iteration 316Q: 42 clusters Score -1.04149e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 144167 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26434 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 5725 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 40958 members 
Mstep: Class 26 contains 17127 members 
Mstep: Class 27 contains 10939 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14364 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117756 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123345 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148824.000000 Penalty: 136814.000000
Iteration 317Q: 42 clusters Score -1.041488e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 144630 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 5720 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22597 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 40963 members 
Mstep: Class 26 contains 17115 members 
Mstep: Class 27 contains 10940 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117625 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 696 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123068 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3333.668701 but Gain 3336.921875
Score: -104148536.000000 Penalty: 133477.078125
Iteration 318Q: 41 clusters Score -1.041485e+08 nChanged 3496
Entering ConstructFrom: 
Score: -104148536.000000 Penalty: 133477.078125
Entering ConstructFrom: 
Trying to split cluster 1 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -2316490.250000 Penalty: 2408.116211
	Iteration 0F: 2 clusters Score -2316490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2304725.000000 Penalty: 4816.232422
	Iteration 0F: 3 clusters Score -2304725 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2309150.000000 Penalty: 4816.232422
	Iteration 1F: 3 clusters Score -2309150 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2310221.250000 Penalty: 4816.232422
	Iteration 2F: 3 clusters Score -2310221 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2311221.750000 Penalty: 4816.232422
	Iteration 3F: 3 clusters Score -2311222 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2312052.250000 Penalty: 4816.232422
	Iteration 4F: 3 clusters Score -2312052 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2312729.750000 Penalty: 4816.232422
	Iteration 5F: 3 clusters Score -2312730 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2313225.500000 Penalty: 4816.232422
	Iteration 6Q: 3 clusters Score -2313226 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2313572.000000 Penalty: 4816.232422
	Iteration 7Q: 3 clusters Score -2313572 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2313812.250000 Penalty: 4816.232422
	Iteration 8Q: 3 clusters Score -2313812 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2314017.750000 Penalty: 4816.232422
	Iteration 9Q: 3 clusters Score -2314018 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2314164.250000 Penalty: 4816.232422
	Iteration 10Q: 3 clusters Score -2314164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2314286.750000 Penalty: 4816.232422
	Iteration 11Q: 3 clusters Score -2314287 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2314409.000000 Penalty: 4816.232422
	Iteration 12Q: 3 clusters Score -2314409 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2314510.750000 Penalty: 4816.232422
	Iteration 13Q: 3 clusters Score -2314511 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2314594.750000 Penalty: 4816.232422
	Iteration 14Q: 3 clusters Score -2314595 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2314671.000000 Penalty: 4816.232422
	Iteration 15Q: 3 clusters Score -2314671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2314737.250000 Penalty: 4816.232422
	Iteration 16Q: 3 clusters Score -2314737 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2314780.250000 Penalty: 4816.232422
	Iteration 17Q: 3 clusters Score -2314780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2314835.000000 Penalty: 4816.232422
	Iteration 18Q: 3 clusters Score -2314835 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2314865.000000 Penalty: 4816.232422
	Iteration 19Q: 3 clusters Score -2314865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2314900.500000 Penalty: 4816.232422
	Iteration 20F: 3 clusters Score -2314900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2314930.500000 Penalty: 4816.232422
	Iteration 21Q: 3 clusters Score -2314930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2314951.250000 Penalty: 4816.232422
	Iteration 22Q: 3 clusters Score -2314951 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2314986.250000 Penalty: 4816.232422
	Iteration 23Q: 3 clusters Score -2314986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2315007.750000 Penalty: 4816.232422
	Iteration 24Q: 3 clusters Score -2315008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2315033.250000 Penalty: 4816.232422
	Iteration 25Q: 3 clusters Score -2315033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2315051.750000 Penalty: 4816.232422
	Iteration 26Q: 3 clusters Score -2315052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2315076.750000 Penalty: 4816.232422
	Iteration 27Q: 3 clusters Score -2315077 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2315080.000000 Penalty: 4816.232422
	Iteration 28Q: 3 clusters Score -2315080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2315094.500000 Penalty: 4816.232422
	Iteration 29Q: 3 clusters Score -2315094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2315114.750000 Penalty: 4816.232422
	Iteration 30Q: 3 clusters Score -2315115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2315131.750000 Penalty: 4816.232422
	Iteration 31Q: 3 clusters Score -2315132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2315147.500000 Penalty: 4816.232422
	Iteration 32Q: 3 clusters Score -2315148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2315165.500000 Penalty: 4816.232422
	Iteration 33Q: 3 clusters Score -2315166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2315178.250000 Penalty: 4816.232422
	Iteration 34Q: 3 clusters Score -2315178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2315207.750000 Penalty: 4816.232422
	Iteration 35Q: 3 clusters Score -2315208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2315223.000000 Penalty: 4816.232422
	Iteration 36Q: 3 clusters Score -2315223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2315246.000000 Penalty: 4816.232422
	Iteration 37Q: 3 clusters Score -2315246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2315270.000000 Penalty: 4816.232422
	Iteration 38Q: 3 clusters Score -2315270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2315298.500000 Penalty: 4816.232422
	Iteration 39Q: 3 clusters Score -2315298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2315312.250000 Penalty: 4816.232422
	Iteration 40F: 3 clusters Score -2315312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2315339.500000 Penalty: 4816.232422
	Iteration 41Q: 3 clusters Score -2315340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2315356.750000 Penalty: 4816.232422
	Iteration 42Q: 3 clusters Score -2315357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2315380.500000 Penalty: 4816.232422
	Iteration 43Q: 3 clusters Score -2315380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2315409.500000 Penalty: 4816.232422
	Iteration 44Q: 3 clusters Score -2315410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2315427.000000 Penalty: 4816.232422
	Iteration 45Q: 3 clusters Score -2315427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2315450.750000 Penalty: 4816.232422
	Iteration 46Q: 3 clusters Score -2315451 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2315480.000000 Penalty: 4816.232422
	Iteration 47Q: 3 clusters Score -2315480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2315501.500000 Penalty: 4816.232422
	Iteration 48Q: 3 clusters Score -2315502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2315520.500000 Penalty: 4816.232422
	Iteration 49Q: 3 clusters Score -2315520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2315559.000000 Penalty: 4816.232422
	Iteration 50Q: 3 clusters Score -2315559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2315580.250000 Penalty: 4816.232422
	Iteration 51Q: 3 clusters Score -2315580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2315598.250000 Penalty: 4816.232422
	Iteration 52Q: 3 clusters Score -2315598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2315636.500000 Penalty: 4816.232422
	Iteration 53Q: 3 clusters Score -2315636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2315677.250000 Penalty: 4816.232422
	Iteration 54Q: 3 clusters Score -2315677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2315708.000000 Penalty: 4816.232422
	Iteration 55Q: 3 clusters Score -2315708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2315733.000000 Penalty: 4816.232422
	Iteration 56Q: 3 clusters Score -2315733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2315753.500000 Penalty: 4816.232422
	Iteration 57Q: 3 clusters Score -2315754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2315765.000000 Penalty: 4816.232422
	Iteration 58Q: 3 clusters Score -2315765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2315775.250000 Penalty: 4816.232422
	Iteration 59Q: 3 clusters Score -2315775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2315804.250000 Penalty: 4816.232422
	Iteration 60F: 3 clusters Score -2315804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2315821.250000 Penalty: 4816.232422
	Iteration 61Q: 3 clusters Score -2315821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2315830.250000 Penalty: 4816.232422
	Iteration 62Q: 3 clusters Score -2315830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2315842.750000 Penalty: 4816.232422
	Iteration 63Q: 3 clusters Score -2315843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2315848.000000 Penalty: 4816.232422
	Iteration 64Q: 3 clusters Score -2315848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2315854.500000 Penalty: 4816.232422
	Iteration 65Q: 3 clusters Score -2315854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2315858.000000 Penalty: 4816.232422
	Iteration 66Q: 3 clusters Score -2315858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2315855.500000 Penalty: 4816.232422
	Iteration 67Q: 3 clusters Score -2315856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2315859.000000 Penalty: 4816.232422
	Iteration 68Q: 3 clusters Score -2315859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2315858.500000 Penalty: 4816.232422
	Iteration 69Q: 3 clusters Score -2315858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2315861.500000 Penalty: 4816.232422
	Iteration 70Q: 3 clusters Score -2315862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2315865.250000 Penalty: 4816.232422
	Iteration 71Q: 3 clusters Score -2315865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2315863.000000 Penalty: 4816.232422
	Iteration 72Q: 3 clusters Score -2315863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2315863.000000 Penalty: 4816.232422
	Iteration 73F: 3 clusters Score -2315863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (145105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145105 members 
Entering Unmasked Estep 
Score: -22335382.000000 Penalty: 2947.532715
	Iteration 0F: 2 clusters Score -2.233538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -22245564.000000 Penalty: 5895.065430
	Iteration 0F: 3 clusters Score -2.224556e+07 nChanged 69393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -22285900.000000 Penalty: 5895.065430
	Iteration 1F: 3 clusters Score -2.22859e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72293 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -22286854.000000 Penalty: 5895.065430
	Iteration 2Q: 3 clusters Score -2.228685e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -22288138.000000 Penalty: 5895.065430
	Iteration 3Q: 3 clusters Score -2.228814e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -22290626.000000 Penalty: 5895.065430
	Iteration 4Q: 3 clusters Score -2.229063e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -22294926.000000 Penalty: 5895.065430
	Iteration 5Q: 3 clusters Score -2.229493e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -22301046.000000 Penalty: 5895.065430
	Iteration 6F: 3 clusters Score -2.230105e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -22308982.000000 Penalty: 5895.065430
	Iteration 7F: 3 clusters Score -2.230898e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -22317362.000000 Penalty: 5895.065430
	Iteration 8F: 3 clusters Score -2.231736e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -22323082.000000 Penalty: 5895.065430
	Iteration 9F: 3 clusters Score -2.232308e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -22325298.000000 Penalty: 5895.065430
	Iteration 10Q: 3 clusters Score -2.23253e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -22326404.000000 Penalty: 5895.065430
	Iteration 11Q: 3 clusters Score -2.23264e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -22327150.000000 Penalty: 5895.065430
	Iteration 12Q: 3 clusters Score -2.232715e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 78888 members 
Entering Unmasked Estep 
Score: -22327804.000000 Penalty: 5895.065430
	Iteration 13Q: 3 clusters Score -2.23278e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -22328326.000000 Penalty: 5895.065430
	Iteration 14Q: 3 clusters Score -2.232833e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -22329074.000000 Penalty: 5895.065430
	Iteration 15Q: 3 clusters Score -2.232907e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -22329628.000000 Penalty: 5895.065430
	Iteration 16Q: 3 clusters Score -2.232963e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -22330078.000000 Penalty: 5895.065430
	Iteration 17Q: 3 clusters Score -2.233008e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -22330418.000000 Penalty: 5895.065430
	Iteration 18Q: 3 clusters Score -2.233042e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -22330592.000000 Penalty: 5895.065430
	Iteration 19Q: 3 clusters Score -2.233059e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -22330830.000000 Penalty: 5895.065430
	Iteration 20F: 3 clusters Score -2.233083e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -22330904.000000 Penalty: 5895.065430
	Iteration 21Q: 3 clusters Score -2.23309e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -22330992.000000 Penalty: 5895.065430
	Iteration 22Q: 3 clusters Score -2.233099e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -22331110.000000 Penalty: 5895.065430
	Iteration 23Q: 3 clusters Score -2.233111e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -22331180.000000 Penalty: 5895.065430
	Iteration 24Q: 3 clusters Score -2.233118e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -22331216.000000 Penalty: 5895.065430
	Iteration 25Q: 3 clusters Score -2.233122e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -22331284.000000 Penalty: 5895.065430
	Iteration 26Q: 3 clusters Score -2.233128e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -22331288.000000 Penalty: 5895.065430
	Iteration 27Q: 3 clusters Score -2.233129e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -22331342.000000 Penalty: 5895.065430
	Iteration 28Q: 3 clusters Score -2.233134e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -22331352.000000 Penalty: 5895.065430
	Iteration 29Q: 3 clusters Score -2.233135e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -22331378.000000 Penalty: 5895.065430
	Iteration 30Q: 3 clusters Score -2.233138e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -22331398.000000 Penalty: 5895.065430
	Iteration 31Q: 3 clusters Score -2.23314e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -22331422.000000 Penalty: 5895.065430
	Iteration 32Q: 3 clusters Score -2.233142e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -22331450.000000 Penalty: 5895.065430
	Iteration 33Q: 3 clusters Score -2.233145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -22331460.000000 Penalty: 5895.065430
	Iteration 34Q: 3 clusters Score -2.233146e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -22331478.000000 Penalty: 5895.065430
	Iteration 35Q: 3 clusters Score -2.233148e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -22331526.000000 Penalty: 5895.065430
	Iteration 36Q: 3 clusters Score -2.233153e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -22331534.000000 Penalty: 5895.065430
	Iteration 37Q: 3 clusters Score -2.233153e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -22331544.000000 Penalty: 5895.065430
	Iteration 38Q: 3 clusters Score -2.233154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -22331526.000000 Penalty: 5895.065430
	Iteration 39Q: 3 clusters Score -2.233153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -22331518.000000 Penalty: 5895.065430
	Iteration 40F: 3 clusters Score -2.233152e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -22331518.000000 Penalty: 5895.065430
	Iteration 41Q: 3 clusters Score -2.233152e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -22331500.000000 Penalty: 5895.065430
	Iteration 42Q: 3 clusters Score -2.23315e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -22331494.000000 Penalty: 5895.065430
	Iteration 43Q: 3 clusters Score -2.233149e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -22331488.000000 Penalty: 5895.065430
	Iteration 44Q: 3 clusters Score -2.233149e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -22331520.000000 Penalty: 5895.065430
	Iteration 45Q: 3 clusters Score -2.233152e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -22331522.000000 Penalty: 5895.065430
	Iteration 46Q: 3 clusters Score -2.233152e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -22331564.000000 Penalty: 5895.065430
	Iteration 47Q: 3 clusters Score -2.233156e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -22331556.000000 Penalty: 5895.065430
	Iteration 48Q: 3 clusters Score -2.233156e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -22331606.000000 Penalty: 5895.065430
	Iteration 49Q: 3 clusters Score -2.233161e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -22331596.000000 Penalty: 5895.065430
	Iteration 50Q: 3 clusters Score -2.23316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -22331618.000000 Penalty: 5895.065430
	Iteration 51Q: 3 clusters Score -2.233162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -22331608.000000 Penalty: 5895.065430
	Iteration 52Q: 3 clusters Score -2.233161e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -22331604.000000 Penalty: 5895.065430
	Iteration 53Q: 3 clusters Score -2.23316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -22331618.000000 Penalty: 5895.065430
	Iteration 54Q: 3 clusters Score -2.233162e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -22331612.000000 Penalty: 5895.065430
	Iteration 55Q: 3 clusters Score -2.233161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -22331624.000000 Penalty: 5895.065430
	Iteration 56Q: 3 clusters Score -2.233162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -22331608.000000 Penalty: 5895.065430
	Iteration 57Q: 3 clusters Score -2.233161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -22331602.000000 Penalty: 5895.065430
	Iteration 58Q: 3 clusters Score -2.23316e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -22331588.000000 Penalty: 5895.065430
	Iteration 59Q: 3 clusters Score -2.233159e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -22331602.000000 Penalty: 5895.065430
	Iteration 60F: 3 clusters Score -2.23316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -22331644.000000 Penalty: 5895.065430
	Iteration 61Q: 3 clusters Score -2.233164e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -22331652.000000 Penalty: 5895.065430
	Iteration 62Q: 3 clusters Score -2.233165e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 85832 members 
Entering Unmasked Estep 
Score: -22331640.000000 Penalty: 5895.065430
	Iteration 63Q: 3 clusters Score -2.233164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -22331696.000000 Penalty: 5895.065430
	Iteration 64Q: 3 clusters Score -2.23317e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -22331704.000000 Penalty: 5895.065430
	Iteration 65Q: 3 clusters Score -2.23317e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
Score: -22331718.000000 Penalty: 5895.065430
	Iteration 66Q: 3 clusters Score -2.233172e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -22331734.000000 Penalty: 5895.065430
	Iteration 67Q: 3 clusters Score -2.233173e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -22331734.000000 Penalty: 5895.065430
	Iteration 68Q: 3 clusters Score -2.233173e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -22331732.000000 Penalty: 5895.065430
	Iteration 69Q: 3 clusters Score -2.233173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -22331784.000000 Penalty: 5895.065430
	Iteration 70Q: 3 clusters Score -2.233178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -22331802.000000 Penalty: 5895.065430
	Iteration 71Q: 3 clusters Score -2.23318e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -22331804.000000 Penalty: 5895.065430
	Iteration 72Q: 3 clusters Score -2.23318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -22331816.000000 Penalty: 5895.065430
	Iteration 73Q: 3 clusters Score -2.233182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -22331832.000000 Penalty: 5895.065430
	Iteration 74Q: 3 clusters Score -2.233183e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -22331830.000000 Penalty: 5895.065430
	Iteration 75Q: 3 clusters Score -2.233183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -22331834.000000 Penalty: 5895.065430
	Iteration 76Q: 3 clusters Score -2.233183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -22331860.000000 Penalty: 5895.065430
	Iteration 77Q: 3 clusters Score -2.233186e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -22331822.000000 Penalty: 5895.065430
	Iteration 78Q: 3 clusters Score -2.233182e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -22331840.000000 Penalty: 5895.065430
	Iteration 79Q: 3 clusters Score -2.233184e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -22331868.000000 Penalty: 5895.065430
	Iteration 80F: 3 clusters Score -2.233187e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -22331894.000000 Penalty: 5895.065430
	Iteration 81Q: 3 clusters Score -2.233189e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -22331914.000000 Penalty: 5895.065430
	Iteration 82Q: 3 clusters Score -2.233191e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -22331928.000000 Penalty: 5895.065430
	Iteration 83Q: 3 clusters Score -2.233193e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -22331940.000000 Penalty: 5895.065430
	Iteration 84Q: 3 clusters Score -2.233194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -22331948.000000 Penalty: 5895.065430
	Iteration 85Q: 3 clusters Score -2.233195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -22331918.000000 Penalty: 5895.065430
	Iteration 86Q: 3 clusters Score -2.233192e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -22331944.000000 Penalty: 5895.065430
	Iteration 87Q: 3 clusters Score -2.233194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -22331994.000000 Penalty: 5895.065430
	Iteration 88Q: 3 clusters Score -2.233199e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -22331960.000000 Penalty: 5895.065430
	Iteration 89Q: 3 clusters Score -2.233196e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -22331964.000000 Penalty: 5895.065430
	Iteration 90Q: 3 clusters Score -2.233196e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -22331966.000000 Penalty: 5895.065430
	Iteration 91Q: 3 clusters Score -2.233197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -22331982.000000 Penalty: 5895.065430
	Iteration 92Q: 3 clusters Score -2.233198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 87850 members 
Entering Unmasked Estep 
Score: -22331972.000000 Penalty: 5895.065430
	Iteration 93Q: 3 clusters Score -2.233197e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -22331982.000000 Penalty: 5895.065430
	Iteration 94Q: 3 clusters Score -2.233198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -22332002.000000 Penalty: 5895.065430
	Iteration 95Q: 3 clusters Score -2.2332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -22332030.000000 Penalty: 5895.065430
	Iteration 96Q: 3 clusters Score -2.233203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -22332036.000000 Penalty: 5895.065430
	Iteration 97Q: 3 clusters Score -2.233204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -22332032.000000 Penalty: 5895.065430
	Iteration 98Q: 3 clusters Score -2.233203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -22332024.000000 Penalty: 5895.065430
	Iteration 99Q: 3 clusters Score -2.233202e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -22331990.000000 Penalty: 5895.065430
	Iteration 100F: 3 clusters Score -2.233199e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -22331982.000000 Penalty: 5895.065430
	Iteration 101Q: 3 clusters Score -2.233198e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -22331998.000000 Penalty: 5895.065430
	Iteration 102Q: 3 clusters Score -2.2332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -22332020.000000 Penalty: 5895.065430
	Iteration 103Q: 3 clusters Score -2.233202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -22332026.000000 Penalty: 5895.065430
	Iteration 104Q: 3 clusters Score -2.233203e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -22332038.000000 Penalty: 5895.065430
	Iteration 105Q: 3 clusters Score -2.233204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -22332054.000000 Penalty: 5895.065430
	Iteration 106Q: 3 clusters Score -2.233205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -22332066.000000 Penalty: 5895.065430
	Iteration 107Q: 3 clusters Score -2.233207e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -22332086.000000 Penalty: 5895.065430
	Iteration 108Q: 3 clusters Score -2.233209e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -22332098.000000 Penalty: 5895.065430
	Iteration 109Q: 3 clusters Score -2.23321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 88839 members 
Entering Unmasked Estep 
Score: -22332128.000000 Penalty: 5895.065430
	Iteration 110Q: 3 clusters Score -2.233213e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -22332144.000000 Penalty: 5895.065430
	Iteration 111Q: 3 clusters Score -2.233214e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -22332146.000000 Penalty: 5895.065430
	Iteration 112Q: 3 clusters Score -2.233215e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -22332152.000000 Penalty: 5895.065430
	Iteration 113Q: 3 clusters Score -2.233215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56055 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -22332152.000000 Penalty: 5895.065430
	Iteration 114Q: 3 clusters Score -2.233215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 89082 members 
Entering Unmasked Estep 
Score: -22332180.000000 Penalty: 5895.065430
	Iteration 115Q: 3 clusters Score -2.233218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -22332168.000000 Penalty: 5895.065430
	Iteration 116Q: 3 clusters Score -2.233217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -22332184.000000 Penalty: 5895.065430
	Iteration 117Q: 3 clusters Score -2.233218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 89157 members 
Entering Unmasked Estep 
Score: -22332150.000000 Penalty: 5895.065430
	Iteration 118Q: 3 clusters Score -2.233215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -22332166.000000 Penalty: 5895.065430
	Iteration 119Q: 3 clusters Score -2.233217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -22332178.000000 Penalty: 5895.065430
	Iteration 120F: 3 clusters Score -2.233218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -22332188.000000 Penalty: 5895.065430
	Iteration 121Q: 3 clusters Score -2.233219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -22332200.000000 Penalty: 5895.065430
	Iteration 122Q: 3 clusters Score -2.23322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -22332194.000000 Penalty: 5895.065430
	Iteration 123Q: 3 clusters Score -2.233219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -22332188.000000 Penalty: 5895.065430
	Iteration 124Q: 3 clusters Score -2.233219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -22332178.000000 Penalty: 5895.065430
	Iteration 125Q: 3 clusters Score -2.233218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -22332182.000000 Penalty: 5895.065430
	Iteration 126Q: 3 clusters Score -2.233218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -22332216.000000 Penalty: 5895.065430
	Iteration 127Q: 3 clusters Score -2.233222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -22332224.000000 Penalty: 5895.065430
	Iteration 128Q: 3 clusters Score -2.233222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -22332236.000000 Penalty: 5895.065430
	Iteration 129Q: 3 clusters Score -2.233224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -22332242.000000 Penalty: 5895.065430
	Iteration 130Q: 3 clusters Score -2.233224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -22332256.000000 Penalty: 5895.065430
	Iteration 131Q: 3 clusters Score -2.233226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -22332256.000000 Penalty: 5895.065430
	Iteration 132Q: 3 clusters Score -2.233226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -22332298.000000 Penalty: 5895.065430
	Iteration 133Q: 3 clusters Score -2.23323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 89460 members 
Entering Unmasked Estep 
Score: -22332276.000000 Penalty: 5895.065430
	Iteration 134Q: 3 clusters Score -2.233228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -22332274.000000 Penalty: 5895.065430
	Iteration 135Q: 3 clusters Score -2.233227e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -22332280.000000 Penalty: 5895.065430
	Iteration 136Q: 3 clusters Score -2.233228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -22332286.000000 Penalty: 5895.065430
	Iteration 137Q: 3 clusters Score -2.233229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -22332324.000000 Penalty: 5895.065430
	Iteration 138Q: 3 clusters Score -2.233232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -22332318.000000 Penalty: 5895.065430
	Iteration 139Q: 3 clusters Score -2.233232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -22332322.000000 Penalty: 5895.065430
	Iteration 140F: 3 clusters Score -2.233232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -22332326.000000 Penalty: 5895.065430
	Iteration 141Q: 3 clusters Score -2.233233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -22332322.000000 Penalty: 5895.065430
	Iteration 142Q: 3 clusters Score -2.233232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -22332336.000000 Penalty: 5895.065430
	Iteration 143Q: 3 clusters Score -2.233234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -22332324.000000 Penalty: 5895.065430
	Iteration 144Q: 3 clusters Score -2.233232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -22332322.000000 Penalty: 5895.065430
	Iteration 145Q: 3 clusters Score -2.233232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -22332330.000000 Penalty: 5895.065430
	Iteration 146Q: 3 clusters Score -2.233233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -22332330.000000 Penalty: 5895.065430
	Iteration 147F: 3 clusters Score -2.233233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Entering Unmasked Estep 
Score: -4755016.000000 Penalty: 2562.897217
	Iteration 0F: 2 clusters Score -4755016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4733957.000000 Penalty: 5125.794434
	Iteration 0F: 3 clusters Score -4733957 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -4741584.000000 Penalty: 5125.794434
	Iteration 1F: 3 clusters Score -4741584 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -4741978.500000 Penalty: 5125.794434
	Iteration 2Q: 3 clusters Score -4741978 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4742276.500000 Penalty: 5125.794434
	Iteration 3Q: 3 clusters Score -4742276 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4742555.500000 Penalty: 5125.794434
	Iteration 4Q: 3 clusters Score -4742556 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4742841.500000 Penalty: 5125.794434
	Iteration 5Q: 3 clusters Score -4742842 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4743204.500000 Penalty: 5125.794434
	Iteration 6Q: 3 clusters Score -4743204 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4743742.500000 Penalty: 5125.794434
	Iteration 7Q: 3 clusters Score -4743742 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4744478.500000 Penalty: 5125.794434
	Iteration 8Q: 3 clusters Score -4744478 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4745619.000000 Penalty: 5125.794434
	Iteration 9F: 3 clusters Score -4745619 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4747168.500000 Penalty: 5125.794434
	Iteration 10F: 3 clusters Score -4747168 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4749065.500000 Penalty: 5125.794434
	Iteration 11F: 3 clusters Score -4749066 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4750809.000000 Penalty: 5125.794434
	Iteration 12F: 3 clusters Score -4750809 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4751875.500000 Penalty: 5125.794434
	Iteration 13Q: 3 clusters Score -4751876 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4752411.500000 Penalty: 5125.794434
	Iteration 14Q: 3 clusters Score -4752412 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4752660.500000 Penalty: 5125.794434
	Iteration 15Q: 3 clusters Score -4752660 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -4752780.500000 Penalty: 5125.794434
	Iteration 16Q: 3 clusters Score -4752780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4752838.500000 Penalty: 5125.794434
	Iteration 17Q: 3 clusters Score -4752838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4752875.000000 Penalty: 5125.794434
	Iteration 18Q: 3 clusters Score -4752875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -4752898.000000 Penalty: 5125.794434
	Iteration 19Q: 3 clusters Score -4752898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4752929.500000 Penalty: 5125.794434
	Iteration 20F: 3 clusters Score -4752930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4752944.000000 Penalty: 5125.794434
	Iteration 21Q: 3 clusters Score -4752944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4752956.000000 Penalty: 5125.794434
	Iteration 22Q: 3 clusters Score -4752956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4752962.000000 Penalty: 5125.794434
	Iteration 23Q: 3 clusters Score -4752962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4752963.500000 Penalty: 5125.794434
	Iteration 24Q: 3 clusters Score -4752964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4752970.500000 Penalty: 5125.794434
	Iteration 25Q: 3 clusters Score -4752970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4752971.500000 Penalty: 5125.794434
	Iteration 26Q: 3 clusters Score -4752972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4752971.000000 Penalty: 5125.794434
	Iteration 27Q: 3 clusters Score -4752971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4752971.500000 Penalty: 5125.794434
	Iteration 28Q: 3 clusters Score -4752972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4752973.500000 Penalty: 5125.794434
	Iteration 29Q: 3 clusters Score -4752974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4752976.000000 Penalty: 5125.794434
	Iteration 30Q: 3 clusters Score -4752976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4752976.000000 Penalty: 5125.794434
	Iteration 31F: 3 clusters Score -4752976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -503611.656250 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -503611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -500167.812500 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -500167.8 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -500981.968750 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -500982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -501174.406250 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -501174.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -501297.750000 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -501297.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -501406.625000 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -501406.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -501535.406250 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -501535.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -501650.218750 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -501650.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -501736.156250 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -501736.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -501799.406250 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -501799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -501856.531250 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -501856.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -501917.375000 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -501917.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -501965.500000 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -501965.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -501999.187500 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -501999.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -502025.281250 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -502025.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -502040.937500 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -502040.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -502052.093750 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -502052.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -502059.000000 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -502059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -502062.968750 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -502063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -502065.625000 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -502065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -502068.250000 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -502068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -502072.031250 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -502072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -502073.843750 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -502073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -502075.406250 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -502075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -502075.531250 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -502075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -502078.468750 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -502078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -502083.968750 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -502084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -502088.187500 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -502088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -502089.406250 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -502089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -502090.312500 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -502090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -502090.187500 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -502090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -502092.781250 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -502092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -502094.500000 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -502094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -502095.500000 Penalty: 4028.843506
	Iteration 32Q: 3 clusters Score -502095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -502098.000000 Penalty: 4028.843506
	Iteration 33Q: 3 clusters Score -502098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -502100.437500 Penalty: 4028.843506
	Iteration 34Q: 3 clusters Score -502100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -502105.281250 Penalty: 4028.843506
	Iteration 35Q: 3 clusters Score -502105.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -502111.656250 Penalty: 4028.843506
	Iteration 36Q: 3 clusters Score -502111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -502114.781250 Penalty: 4028.843506
	Iteration 37Q: 3 clusters Score -502114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -502120.187500 Penalty: 4028.843506
	Iteration 38Q: 3 clusters Score -502120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -502121.875000 Penalty: 4028.843506
	Iteration 39Q: 3 clusters Score -502121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -502123.281250 Penalty: 4028.843506
	Iteration 40F: 3 clusters Score -502123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -502125.625000 Penalty: 4028.843506
	Iteration 41Q: 3 clusters Score -502125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -502126.187500 Penalty: 4028.843506
	Iteration 42Q: 3 clusters Score -502126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -502126.062500 Penalty: 4028.843506
	Iteration 43Q: 3 clusters Score -502126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -502127.062500 Penalty: 4028.843506
	Iteration 44Q: 3 clusters Score -502127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -502127.250000 Penalty: 4028.843506
	Iteration 45Q: 3 clusters Score -502127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -502127.250000 Penalty: 4028.843506
	Iteration 46F: 3 clusters Score -502127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -476011.937500 Penalty: 2006.647583
	Iteration 0F: 2 clusters Score -476011.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -472571.562500 Penalty: 4013.295166
	Iteration 0F: 3 clusters Score -472571.6 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -473360.000000 Penalty: 4013.295166
	Iteration 1F: 3 clusters Score -473360 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -473574.812500 Penalty: 4013.295166
	Iteration 2F: 3 clusters Score -473574.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -473771.781250 Penalty: 4013.295166
	Iteration 3F: 3 clusters Score -473771.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -474008.312500 Penalty: 4013.295166
	Iteration 4Q: 3 clusters Score -474008.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -474245.687500 Penalty: 4013.295166
	Iteration 5F: 3 clusters Score -474245.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -474466.562500 Penalty: 4013.295166
	Iteration 6F: 3 clusters Score -474466.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -474758.437500 Penalty: 4013.295166
	Iteration 7F: 3 clusters Score -474758.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -475042.750000 Penalty: 4013.295166
	Iteration 8F: 3 clusters Score -475042.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -475205.375000 Penalty: 4013.295166
	Iteration 9Q: 3 clusters Score -475205.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -475276.625000 Penalty: 4013.295166
	Iteration 10Q: 3 clusters Score -475276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -475322.187500 Penalty: 4013.295166
	Iteration 11Q: 3 clusters Score -475322.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -475364.187500 Penalty: 4013.295166
	Iteration 12Q: 3 clusters Score -475364.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -475392.875000 Penalty: 4013.295166
	Iteration 13Q: 3 clusters Score -475392.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -475410.937500 Penalty: 4013.295166
	Iteration 14Q: 3 clusters Score -475410.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -475420.093750 Penalty: 4013.295166
	Iteration 15Q: 3 clusters Score -475420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -475425.187500 Penalty: 4013.295166
	Iteration 16Q: 3 clusters Score -475425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -475429.062500 Penalty: 4013.295166
	Iteration 17Q: 3 clusters Score -475429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -475434.187500 Penalty: 4013.295166
	Iteration 18Q: 3 clusters Score -475434.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -475438.625000 Penalty: 4013.295166
	Iteration 19Q: 3 clusters Score -475438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -475442.187500 Penalty: 4013.295166
	Iteration 20F: 3 clusters Score -475442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -475444.968750 Penalty: 4013.295166
	Iteration 21Q: 3 clusters Score -475445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -475448.562500 Penalty: 4013.295166
	Iteration 22Q: 3 clusters Score -475448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -475448.312500 Penalty: 4013.295166
	Iteration 23Q: 3 clusters Score -475448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -475449.968750 Penalty: 4013.295166
	Iteration 24Q: 3 clusters Score -475450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -475449.968750 Penalty: 4013.295166
	Iteration 25F: 3 clusters Score -475450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Entering Unmasked Estep 
Score: -4031048.250000 Penalty: 2525.621094
	Iteration 0F: 2 clusters Score -4031048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4012688.250000 Penalty: 5051.242188
	Iteration 0F: 3 clusters Score -4012688 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4019359.000000 Penalty: 5051.242188
	Iteration 1F: 3 clusters Score -4019359 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4019746.250000 Penalty: 5051.242188
	Iteration 2Q: 3 clusters Score -4019746 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4019995.750000 Penalty: 5051.242188
	Iteration 3Q: 3 clusters Score -4019996 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4020248.750000 Penalty: 5051.242188
	Iteration 4Q: 3 clusters Score -4020249 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4020485.500000 Penalty: 5051.242188
	Iteration 5Q: 3 clusters Score -4020486 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4020704.250000 Penalty: 5051.242188
	Iteration 6Q: 3 clusters Score -4020704 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4020938.000000 Penalty: 5051.242188
	Iteration 7Q: 3 clusters Score -4020938 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4021210.000000 Penalty: 5051.242188
	Iteration 8Q: 3 clusters Score -4021210 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4021536.500000 Penalty: 5051.242188
	Iteration 9Q: 3 clusters Score -4021536 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4021989.000000 Penalty: 5051.242188
	Iteration 10Q: 3 clusters Score -4021989 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4022662.500000 Penalty: 5051.242188
	Iteration 11Q: 3 clusters Score -4022662 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4023636.500000 Penalty: 5051.242188
	Iteration 12F: 3 clusters Score -4023636 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4024850.000000 Penalty: 5051.242188
	Iteration 13F: 3 clusters Score -4024850 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -4026128.250000 Penalty: 5051.242188
	Iteration 14Q: 3 clusters Score -4026128 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4027119.750000 Penalty: 5051.242188
	Iteration 15Q: 3 clusters Score -4027120 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4027784.750000 Penalty: 5051.242188
	Iteration 16Q: 3 clusters Score -4027785 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4028154.250000 Penalty: 5051.242188
	Iteration 17Q: 3 clusters Score -4028154 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4028327.250000 Penalty: 5051.242188
	Iteration 18Q: 3 clusters Score -4028327 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4028415.000000 Penalty: 5051.242188
	Iteration 19Q: 3 clusters Score -4028415 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4028486.750000 Penalty: 5051.242188
	Iteration 20F: 3 clusters Score -4028487 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4028531.750000 Penalty: 5051.242188
	Iteration 21Q: 3 clusters Score -4028532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -4028571.750000 Penalty: 5051.242188
	Iteration 22Q: 3 clusters Score -4028572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -4028599.250000 Penalty: 5051.242188
	Iteration 23Q: 3 clusters Score -4028599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4028633.250000 Penalty: 5051.242188
	Iteration 24Q: 3 clusters Score -4028633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4028643.250000 Penalty: 5051.242188
	Iteration 25Q: 3 clusters Score -4028643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4028665.000000 Penalty: 5051.242188
	Iteration 26Q: 3 clusters Score -4028665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4028675.750000 Penalty: 5051.242188
	Iteration 27Q: 3 clusters Score -4028676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4028678.000000 Penalty: 5051.242188
	Iteration 28Q: 3 clusters Score -4028678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4028689.000000 Penalty: 5051.242188
	Iteration 29Q: 3 clusters Score -4028689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4028700.000000 Penalty: 5051.242188
	Iteration 30Q: 3 clusters Score -4028700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4028713.750000 Penalty: 5051.242188
	Iteration 31Q: 3 clusters Score -4028714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4028718.250000 Penalty: 5051.242188
	Iteration 32Q: 3 clusters Score -4028718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4028739.250000 Penalty: 5051.242188
	Iteration 33Q: 3 clusters Score -4028739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4028747.000000 Penalty: 5051.242188
	Iteration 34Q: 3 clusters Score -4028747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4028748.000000 Penalty: 5051.242188
	Iteration 35Q: 3 clusters Score -4028748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4028753.750000 Penalty: 5051.242188
	Iteration 36Q: 3 clusters Score -4028754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4028760.250000 Penalty: 5051.242188
	Iteration 37Q: 3 clusters Score -4028760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -4028773.500000 Penalty: 5051.242188
	Iteration 38Q: 3 clusters Score -4028774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4028785.750000 Penalty: 5051.242188
	Iteration 39Q: 3 clusters Score -4028786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4028795.250000 Penalty: 5051.242188
	Iteration 40F: 3 clusters Score -4028795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4028805.250000 Penalty: 5051.242188
	Iteration 41Q: 3 clusters Score -4028805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4028801.750000 Penalty: 5051.242188
	Iteration 42Q: 3 clusters Score -4028802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4028796.500000 Penalty: 5051.242188
	Iteration 43Q: 3 clusters Score -4028796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4028803.500000 Penalty: 5051.242188
	Iteration 44Q: 3 clusters Score -4028804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4028805.500000 Penalty: 5051.242188
	Iteration 45Q: 3 clusters Score -4028806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4028805.000000 Penalty: 5051.242188
	Iteration 46Q: 3 clusters Score -4028805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4028807.500000 Penalty: 5051.242188
	Iteration 47Q: 3 clusters Score -4028808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4028805.750000 Penalty: 5051.242188
	Iteration 48Q: 3 clusters Score -4028806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -4028807.250000 Penalty: 5051.242188
	Iteration 49Q: 3 clusters Score -4028807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4028802.750000 Penalty: 5051.242188
	Iteration 50Q: 3 clusters Score -4028803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4028803.750000 Penalty: 5051.242188
	Iteration 51Q: 3 clusters Score -4028804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4028800.750000 Penalty: 5051.242188
	Iteration 52Q: 3 clusters Score -4028801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4028802.250000 Penalty: 5051.242188
	Iteration 53Q: 3 clusters Score -4028802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4028804.750000 Penalty: 5051.242188
	Iteration 54Q: 3 clusters Score -4028805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4028807.500000 Penalty: 5051.242188
	Iteration 55Q: 3 clusters Score -4028808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4028807.500000 Penalty: 5051.242188
	Iteration 56F: 3 clusters Score -4028808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1467787.375000 Penalty: 2277.350830
	Iteration 0F: 2 clusters Score -1467787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1460310.875000 Penalty: 4554.701660
	Iteration 0F: 3 clusters Score -1460311 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1462512.875000 Penalty: 4554.701660
	Iteration 1F: 3 clusters Score -1462513 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1462908.750000 Penalty: 4554.701660
	Iteration 2F: 3 clusters Score -1462909 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1463282.250000 Penalty: 4554.701660
	Iteration 3F: 3 clusters Score -1463282 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1463635.000000 Penalty: 4554.701660
	Iteration 4F: 3 clusters Score -1463635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1463956.250000 Penalty: 4554.701660
	Iteration 5Q: 3 clusters Score -1463956 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1464267.125000 Penalty: 4554.701660
	Iteration 6Q: 3 clusters Score -1464267 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1464563.625000 Penalty: 4554.701660
	Iteration 7Q: 3 clusters Score -1464564 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1464808.625000 Penalty: 4554.701660
	Iteration 8Q: 3 clusters Score -1464809 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1465027.875000 Penalty: 4554.701660
	Iteration 9Q: 3 clusters Score -1465028 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1465209.250000 Penalty: 4554.701660
	Iteration 10Q: 3 clusters Score -1465209 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1465363.875000 Penalty: 4554.701660
	Iteration 11Q: 3 clusters Score -1465364 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1465533.625000 Penalty: 4554.701660
	Iteration 12Q: 3 clusters Score -1465534 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1465715.250000 Penalty: 4554.701660
	Iteration 13Q: 3 clusters Score -1465715 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1465892.000000 Penalty: 4554.701660
	Iteration 14Q: 3 clusters Score -1465892 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1466051.750000 Penalty: 4554.701660
	Iteration 15Q: 3 clusters Score -1466052 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1466189.875000 Penalty: 4554.701660
	Iteration 16Q: 3 clusters Score -1466190 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1466291.125000 Penalty: 4554.701660
	Iteration 17Q: 3 clusters Score -1466291 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1466361.750000 Penalty: 4554.701660
	Iteration 18Q: 3 clusters Score -1466362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1466406.500000 Penalty: 4554.701660
	Iteration 19Q: 3 clusters Score -1466406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1466441.500000 Penalty: 4554.701660
	Iteration 20F: 3 clusters Score -1466442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1466467.125000 Penalty: 4554.701660
	Iteration 21Q: 3 clusters Score -1466467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1466494.875000 Penalty: 4554.701660
	Iteration 22Q: 3 clusters Score -1466495 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1466513.500000 Penalty: 4554.701660
	Iteration 23Q: 3 clusters Score -1466514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1466525.875000 Penalty: 4554.701660
	Iteration 24Q: 3 clusters Score -1466526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1466536.250000 Penalty: 4554.701660
	Iteration 25Q: 3 clusters Score -1466536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1466540.625000 Penalty: 4554.701660
	Iteration 26Q: 3 clusters Score -1466541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1466545.625000 Penalty: 4554.701660
	Iteration 27Q: 3 clusters Score -1466546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1466553.875000 Penalty: 4554.701660
	Iteration 28Q: 3 clusters Score -1466554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1466560.750000 Penalty: 4554.701660
	Iteration 29Q: 3 clusters Score -1466561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1466559.500000 Penalty: 4554.701660
	Iteration 30Q: 3 clusters Score -1466560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1466567.375000 Penalty: 4554.701660
	Iteration 31Q: 3 clusters Score -1466567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1466567.875000 Penalty: 4554.701660
	Iteration 32Q: 3 clusters Score -1466568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1466567.750000 Penalty: 4554.701660
	Iteration 33Q: 3 clusters Score -1466568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1466575.500000 Penalty: 4554.701660
	Iteration 34Q: 3 clusters Score -1466576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1466578.500000 Penalty: 4554.701660
	Iteration 35Q: 3 clusters Score -1466578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1466580.875000 Penalty: 4554.701660
	Iteration 36Q: 3 clusters Score -1466581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1466584.625000 Penalty: 4554.701660
	Iteration 37Q: 3 clusters Score -1466585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1466586.250000 Penalty: 4554.701660
	Iteration 38Q: 3 clusters Score -1466586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1466588.750000 Penalty: 4554.701660
	Iteration 39Q: 3 clusters Score -1466589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1466592.875000 Penalty: 4554.701660
	Iteration 40F: 3 clusters Score -1466593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1466593.375000 Penalty: 4554.701660
	Iteration 41Q: 3 clusters Score -1466593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1466593.000000 Penalty: 4554.701660
	Iteration 42Q: 3 clusters Score -1466593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1466595.875000 Penalty: 4554.701660
	Iteration 43Q: 3 clusters Score -1466596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1466596.250000 Penalty: 4554.701660
	Iteration 44Q: 3 clusters Score -1466596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1466598.875000 Penalty: 4554.701660
	Iteration 45Q: 3 clusters Score -1466599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1466597.750000 Penalty: 4554.701660
	Iteration 46Q: 3 clusters Score -1466598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1466597.375000 Penalty: 4554.701660
	Iteration 47Q: 3 clusters Score -1466597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1466596.750000 Penalty: 4554.701660
	Iteration 48Q: 3 clusters Score -1466597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1466596.750000 Penalty: 4554.701660
	Iteration 49F: 3 clusters Score -1466597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -345623.156250 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -345623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -342780.250000 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -342780.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -343281.875000 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -343281.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -343419.625000 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -343419.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343502.406250 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -343502.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -343549.781250 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -343549.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343597.906250 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -343597.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -343635.531250 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -343635.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -343662.000000 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -343662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -343690.156250 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -343690.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -343712.250000 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -343712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -343728.781250 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -343728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -343740.593750 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -343740.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -343753.468750 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -343753.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -343761.500000 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -343761.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -343766.812500 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -343766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -343772.750000 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -343772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -343780.593750 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -343780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -343784.406250 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -343784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -343786.781250 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -343786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -343789.562500 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -343789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -343792.812500 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -343792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -343797.625000 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -343797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -343802.375000 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -343802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -343807.062500 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -343807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -343810.843750 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -343810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -343813.750000 Penalty: 3846.010010
	Iteration 25Q: 3 clusters Score -343813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -343817.437500 Penalty: 3846.010010
	Iteration 26Q: 3 clusters Score -343817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -343823.937500 Penalty: 3846.010010
	Iteration 27Q: 3 clusters Score -343823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -343830.968750 Penalty: 3846.010010
	Iteration 28Q: 3 clusters Score -343831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -343845.000000 Penalty: 3846.010010
	Iteration 29Q: 3 clusters Score -343845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -343860.937500 Penalty: 3846.010010
	Iteration 30Q: 3 clusters Score -343860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -343875.093750 Penalty: 3846.010010
	Iteration 31Q: 3 clusters Score -343875.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -343890.062500 Penalty: 3846.010010
	Iteration 32Q: 3 clusters Score -343890.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -343899.531250 Penalty: 3846.010010
	Iteration 33Q: 3 clusters Score -343899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -343907.125000 Penalty: 3846.010010
	Iteration 34Q: 3 clusters Score -343907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -343912.500000 Penalty: 3846.010010
	Iteration 35Q: 3 clusters Score -343912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -343918.062500 Penalty: 3846.010010
	Iteration 36Q: 3 clusters Score -343918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -343928.656250 Penalty: 3846.010010
	Iteration 37Q: 3 clusters Score -343928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -343937.593750 Penalty: 3846.010010
	Iteration 38Q: 3 clusters Score -343937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -343947.156250 Penalty: 3846.010010
	Iteration 39Q: 3 clusters Score -343947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -343953.281250 Penalty: 3846.010010
	Iteration 40F: 3 clusters Score -343953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -343956.687500 Penalty: 3846.010010
	Iteration 41Q: 3 clusters Score -343956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -343958.281250 Penalty: 3846.010010
	Iteration 42Q: 3 clusters Score -343958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -343960.125000 Penalty: 3846.010010
	Iteration 43Q: 3 clusters Score -343960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -343961.281250 Penalty: 3846.010010
	Iteration 44Q: 3 clusters Score -343961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -343961.281250 Penalty: 3846.010010
	Iteration 45F: 3 clusters Score -343961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Entering Unmasked Estep 
Score: -851972.812500 Penalty: 2145.584229
	Iteration 0F: 2 clusters Score -851972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -846948.687500 Penalty: 4291.168457
	Iteration 0F: 3 clusters Score -846948.7 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -848191.875000 Penalty: 4291.168457
	Iteration 1F: 3 clusters Score -848191.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -848420.750000 Penalty: 4291.168457
	Iteration 2F: 3 clusters Score -848420.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -848590.312500 Penalty: 4291.168457
	Iteration 3Q: 3 clusters Score -848590.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -848757.375000 Penalty: 4291.168457
	Iteration 4Q: 3 clusters Score -848757.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -848946.312500 Penalty: 4291.168457
	Iteration 5Q: 3 clusters Score -848946.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -849154.125000 Penalty: 4291.168457
	Iteration 6Q: 3 clusters Score -849154.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -849365.437500 Penalty: 4291.168457
	Iteration 7Q: 3 clusters Score -849365.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -849581.062500 Penalty: 4291.168457
	Iteration 8Q: 3 clusters Score -849581.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -849805.937500 Penalty: 4291.168457
	Iteration 9Q: 3 clusters Score -849805.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -849992.750000 Penalty: 4291.168457
	Iteration 10Q: 3 clusters Score -849992.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -850192.125000 Penalty: 4291.168457
	Iteration 11Q: 3 clusters Score -850192.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -850394.875000 Penalty: 4291.168457
	Iteration 12Q: 3 clusters Score -850394.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -850545.937500 Penalty: 4291.168457
	Iteration 13Q: 3 clusters Score -850545.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -850693.625000 Penalty: 4291.168457
	Iteration 14Q: 3 clusters Score -850693.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -850841.375000 Penalty: 4291.168457
	Iteration 15Q: 3 clusters Score -850841.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -850956.875000 Penalty: 4291.168457
	Iteration 16Q: 3 clusters Score -850956.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -851048.625000 Penalty: 4291.168457
	Iteration 17Q: 3 clusters Score -851048.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -851111.250000 Penalty: 4291.168457
	Iteration 18Q: 3 clusters Score -851111.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -851159.312500 Penalty: 4291.168457
	Iteration 19Q: 3 clusters Score -851159.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -851190.250000 Penalty: 4291.168457
	Iteration 20F: 3 clusters Score -851190.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -851214.250000 Penalty: 4291.168457
	Iteration 21Q: 3 clusters Score -851214.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -851235.875000 Penalty: 4291.168457
	Iteration 22Q: 3 clusters Score -851235.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -851248.562500 Penalty: 4291.168457
	Iteration 23Q: 3 clusters Score -851248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -851258.937500 Penalty: 4291.168457
	Iteration 24Q: 3 clusters Score -851258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -851268.750000 Penalty: 4291.168457
	Iteration 25Q: 3 clusters Score -851268.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -851273.187500 Penalty: 4291.168457
	Iteration 26Q: 3 clusters Score -851273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -851277.562500 Penalty: 4291.168457
	Iteration 27Q: 3 clusters Score -851277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -851278.500000 Penalty: 4291.168457
	Iteration 28Q: 3 clusters Score -851278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -851281.250000 Penalty: 4291.168457
	Iteration 29Q: 3 clusters Score -851281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -851284.312500 Penalty: 4291.168457
	Iteration 30Q: 3 clusters Score -851284.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -851287.125000 Penalty: 4291.168457
	Iteration 31Q: 3 clusters Score -851287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -851288.875000 Penalty: 4291.168457
	Iteration 32Q: 3 clusters Score -851288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -851293.500000 Penalty: 4291.168457
	Iteration 33Q: 3 clusters Score -851293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -851293.937500 Penalty: 4291.168457
	Iteration 34Q: 3 clusters Score -851293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -851294.687500 Penalty: 4291.168457
	Iteration 35Q: 3 clusters Score -851294.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -851299.562500 Penalty: 4291.168457
	Iteration 36Q: 3 clusters Score -851299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -851301.000000 Penalty: 4291.168457
	Iteration 37Q: 3 clusters Score -851301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -851302.062500 Penalty: 4291.168457
	Iteration 38Q: 3 clusters Score -851302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -851302.187500 Penalty: 4291.168457
	Iteration 39Q: 3 clusters Score -851302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -851303.500000 Penalty: 4291.168457
	Iteration 40F: 3 clusters Score -851303.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -851305.250000 Penalty: 4291.168457
	Iteration 41Q: 3 clusters Score -851305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -851303.562500 Penalty: 4291.168457
	Iteration 42Q: 3 clusters Score -851303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -851303.562500 Penalty: 4291.168457
	Iteration 43F: 3 clusters Score -851303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -749222.812500 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -749222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -744687.812500 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -744687.8 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -745798.750000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -745798.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -746014.937500 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -746014.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -746158.125000 Penalty: 4236.678711
	Iteration 3F: 3 clusters Score -746158.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -746275.625000 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -746275.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -746381.250000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -746381.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -746484.625000 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -746484.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -746576.562500 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -746576.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -746707.000000 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -746707 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -746862.187500 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -746862.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -747046.875000 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -747046.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -747222.687500 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -747222.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -747394.312500 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -747394.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -747560.250000 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -747560.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -747706.687500 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -747706.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -747824.562500 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -747824.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -747920.687500 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -747920.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -748000.000000 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -748000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -748068.875000 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -748068.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -748124.750000 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -748124.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -748199.562500 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -748199.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -748316.375000 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -748316.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -748462.312500 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -748462.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -748607.125000 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -748607.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -748697.812500 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -748697.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -748738.062500 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -748738.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -748754.562500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -748754.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -748765.562500 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -748765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -748773.250000 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -748773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -748777.500000 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -748777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -748779.375000 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -748779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -748781.812500 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -748781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -748786.312500 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -748786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -748795.250000 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -748795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -748799.062500 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -748799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -748799.875000 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -748799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -748803.437500 Penalty: 4236.678711
	Iteration 36Q: 3 clusters Score -748803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -748805.250000 Penalty: 4236.678711
	Iteration 37Q: 3 clusters Score -748805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -748806.312500 Penalty: 4236.678711
	Iteration 38Q: 3 clusters Score -748806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -748807.125000 Penalty: 4236.678711
	Iteration 39Q: 3 clusters Score -748807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -748807.437500 Penalty: 4236.678711
	Iteration 40F: 3 clusters Score -748807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Entering Unmasked Estep 
Score: -3421545.250000 Penalty: 2486.177246
	Iteration 0F: 2 clusters Score -3421545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3405826.750000 Penalty: 4972.354492
	Iteration 0F: 3 clusters Score -3405827 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3411223.500000 Penalty: 4972.354492
	Iteration 1F: 3 clusters Score -3411224 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3411679.250000 Penalty: 4972.354492
	Iteration 2F: 3 clusters Score -3411679 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3412049.250000 Penalty: 4972.354492
	Iteration 3Q: 3 clusters Score -3412049 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3412433.250000 Penalty: 4972.354492
	Iteration 4Q: 3 clusters Score -3412433 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3412842.250000 Penalty: 4972.354492
	Iteration 5Q: 3 clusters Score -3412842 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3413292.250000 Penalty: 4972.354492
	Iteration 6Q: 3 clusters Score -3413292 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3413811.000000 Penalty: 4972.354492
	Iteration 7Q: 3 clusters Score -3413811 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3414387.500000 Penalty: 4972.354492
	Iteration 8Q: 3 clusters Score -3414388 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3414996.000000 Penalty: 4972.354492
	Iteration 9Q: 3 clusters Score -3414996 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3415658.750000 Penalty: 4972.354492
	Iteration 10Q: 3 clusters Score -3415659 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3416289.750000 Penalty: 4972.354492
	Iteration 11Q: 3 clusters Score -3416290 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3416805.500000 Penalty: 4972.354492
	Iteration 12Q: 3 clusters Score -3416806 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3417169.500000 Penalty: 4972.354492
	Iteration 13Q: 3 clusters Score -3417170 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3417424.500000 Penalty: 4972.354492
	Iteration 14Q: 3 clusters Score -3417424 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3417579.750000 Penalty: 4972.354492
	Iteration 15Q: 3 clusters Score -3417580 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3417711.750000 Penalty: 4972.354492
	Iteration 16Q: 3 clusters Score -3417712 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3417842.000000 Penalty: 4972.354492
	Iteration 17Q: 3 clusters Score -3417842 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3417942.250000 Penalty: 4972.354492
	Iteration 18Q: 3 clusters Score -3417942 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3418026.750000 Penalty: 4972.354492
	Iteration 19Q: 3 clusters Score -3418027 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3418102.500000 Penalty: 4972.354492
	Iteration 20F: 3 clusters Score -3418102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3418188.000000 Penalty: 4972.354492
	Iteration 21Q: 3 clusters Score -3418188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3418251.250000 Penalty: 4972.354492
	Iteration 22Q: 3 clusters Score -3418251 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -3418290.750000 Penalty: 4972.354492
	Iteration 23Q: 3 clusters Score -3418291 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3418322.000000 Penalty: 4972.354492
	Iteration 24Q: 3 clusters Score -3418322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3418352.500000 Penalty: 4972.354492
	Iteration 25Q: 3 clusters Score -3418352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3418382.500000 Penalty: 4972.354492
	Iteration 26Q: 3 clusters Score -3418382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3418401.000000 Penalty: 4972.354492
	Iteration 27Q: 3 clusters Score -3418401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3418418.000000 Penalty: 4972.354492
	Iteration 28Q: 3 clusters Score -3418418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3418443.500000 Penalty: 4972.354492
	Iteration 29Q: 3 clusters Score -3418444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3418451.250000 Penalty: 4972.354492
	Iteration 30Q: 3 clusters Score -3418451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3418454.000000 Penalty: 4972.354492
	Iteration 31Q: 3 clusters Score -3418454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3418459.250000 Penalty: 4972.354492
	Iteration 32Q: 3 clusters Score -3418459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3418463.500000 Penalty: 4972.354492
	Iteration 33Q: 3 clusters Score -3418464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3418480.000000 Penalty: 4972.354492
	Iteration 34Q: 3 clusters Score -3418480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3418484.000000 Penalty: 4972.354492
	Iteration 35Q: 3 clusters Score -3418484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3418496.750000 Penalty: 4972.354492
	Iteration 36Q: 3 clusters Score -3418497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3418495.500000 Penalty: 4972.354492
	Iteration 37Q: 3 clusters Score -3418496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3418495.250000 Penalty: 4972.354492
	Iteration 38Q: 3 clusters Score -3418495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3418509.750000 Penalty: 4972.354492
	Iteration 39Q: 3 clusters Score -3418510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3418510.250000 Penalty: 4972.354492
	Iteration 40F: 3 clusters Score -3418510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3418502.750000 Penalty: 4972.354492
	Iteration 41Q: 3 clusters Score -3418503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3418509.250000 Penalty: 4972.354492
	Iteration 42Q: 3 clusters Score -3418509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3418518.250000 Penalty: 4972.354492
	Iteration 43Q: 3 clusters Score -3418518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3418517.250000 Penalty: 4972.354492
	Iteration 44Q: 3 clusters Score -3418517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3418515.000000 Penalty: 4972.354492
	Iteration 45Q: 3 clusters Score -3418515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3418520.500000 Penalty: 4972.354492
	Iteration 46Q: 3 clusters Score -3418520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3418527.250000 Penalty: 4972.354492
	Iteration 47Q: 3 clusters Score -3418527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3418524.000000 Penalty: 4972.354492
	Iteration 48Q: 3 clusters Score -3418524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3418523.500000 Penalty: 4972.354492
	Iteration 49Q: 3 clusters Score -3418524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3418524.000000 Penalty: 4972.354492
	Iteration 50Q: 3 clusters Score -3418524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3418528.750000 Penalty: 4972.354492
	Iteration 51Q: 3 clusters Score -3418529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3418530.000000 Penalty: 4972.354492
	Iteration 52Q: 3 clusters Score -3418530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3418528.250000 Penalty: 4972.354492
	Iteration 53Q: 3 clusters Score -3418528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3418528.750000 Penalty: 4972.354492
	Iteration 54Q: 3 clusters Score -3418529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3418533.750000 Penalty: 4972.354492
	Iteration 55Q: 3 clusters Score -3418534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3418530.000000 Penalty: 4972.354492
	Iteration 56Q: 3 clusters Score -3418530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3418528.750000 Penalty: 4972.354492
	Iteration 57Q: 3 clusters Score -3418529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3418528.750000 Penalty: 4972.354492
	Iteration 58F: 3 clusters Score -3418529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -551761.125000 Penalty: 2071.375000
	Iteration 0F: 2 clusters Score -551761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -547733.687500 Penalty: 4142.750000
	Iteration 0F: 3 clusters Score -547733.7 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -548837.625000 Penalty: 4142.750000
	Iteration 1F: 3 clusters Score -548837.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -549299.562500 Penalty: 4142.750000
	Iteration 2F: 3 clusters Score -549299.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -549780.937500 Penalty: 4142.750000
	Iteration 3F: 3 clusters Score -549780.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -550229.562500 Penalty: 4142.750000
	Iteration 4F: 3 clusters Score -550229.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -550514.312500 Penalty: 4142.750000
	Iteration 5F: 3 clusters Score -550514.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -550651.062500 Penalty: 4142.750000
	Iteration 6Q: 3 clusters Score -550651.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -550747.375000 Penalty: 4142.750000
	Iteration 7Q: 3 clusters Score -550747.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -550812.437500 Penalty: 4142.750000
	Iteration 8Q: 3 clusters Score -550812.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -550855.312500 Penalty: 4142.750000
	Iteration 9Q: 3 clusters Score -550855.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -550884.062500 Penalty: 4142.750000
	Iteration 10Q: 3 clusters Score -550884.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -550905.125000 Penalty: 4142.750000
	Iteration 11Q: 3 clusters Score -550905.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -550923.937500 Penalty: 4142.750000
	Iteration 12Q: 3 clusters Score -550923.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -550946.437500 Penalty: 4142.750000
	Iteration 13Q: 3 clusters Score -550946.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -550965.000000 Penalty: 4142.750000
	Iteration 14Q: 3 clusters Score -550965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -550985.187500 Penalty: 4142.750000
	Iteration 15Q: 3 clusters Score -550985.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -551008.375000 Penalty: 4142.750000
	Iteration 16Q: 3 clusters Score -551008.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -551034.875000 Penalty: 4142.750000
	Iteration 17Q: 3 clusters Score -551034.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -551059.000000 Penalty: 4142.750000
	Iteration 18Q: 3 clusters Score -551059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -551085.750000 Penalty: 4142.750000
	Iteration 19Q: 3 clusters Score -551085.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -551105.000000 Penalty: 4142.750000
	Iteration 20F: 3 clusters Score -551105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -551125.875000 Penalty: 4142.750000
	Iteration 21Q: 3 clusters Score -551125.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -551150.312500 Penalty: 4142.750000
	Iteration 22Q: 3 clusters Score -551150.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -551181.875000 Penalty: 4142.750000
	Iteration 23Q: 3 clusters Score -551181.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -551201.875000 Penalty: 4142.750000
	Iteration 24Q: 3 clusters Score -551201.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -551209.187500 Penalty: 4142.750000
	Iteration 25Q: 3 clusters Score -551209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -551215.125000 Penalty: 4142.750000
	Iteration 26Q: 3 clusters Score -551215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -551220.937500 Penalty: 4142.750000
	Iteration 27Q: 3 clusters Score -551220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -551225.187500 Penalty: 4142.750000
	Iteration 28Q: 3 clusters Score -551225.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -551225.562500 Penalty: 4142.750000
	Iteration 29Q: 3 clusters Score -551225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -551227.187500 Penalty: 4142.750000
	Iteration 30Q: 3 clusters Score -551227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -551228.000000 Penalty: 4142.750000
	Iteration 31Q: 3 clusters Score -551228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -551227.250000 Penalty: 4142.750000
	Iteration 32Q: 3 clusters Score -551227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -551226.812500 Penalty: 4142.750000
	Iteration 33Q: 3 clusters Score -551226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -551227.437500 Penalty: 4142.750000
	Iteration 34Q: 3 clusters Score -551227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -551228.187500 Penalty: 4142.750000
	Iteration 35Q: 3 clusters Score -551228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -551228.375000 Penalty: 4142.750000
	Iteration 36Q: 3 clusters Score -551228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -551228.625000 Penalty: 4142.750000
	Iteration 37Q: 3 clusters Score -551228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -551229.125000 Penalty: 4142.750000
	Iteration 38Q: 3 clusters Score -551229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -551229.312500 Penalty: 4142.750000
	Iteration 39Q: 3 clusters Score -551229.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -551229.312500 Penalty: 4142.750000
	Iteration 40F: 3 clusters Score -551229.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Entering Unmasked Estep 
Score: -2271970.750000 Penalty: 2398.311035
	Iteration 0F: 2 clusters Score -2271971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2260496.500000 Penalty: 4796.622070
	Iteration 0F: 3 clusters Score -2260496 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2264125.500000 Penalty: 4796.622070
	Iteration 1F: 3 clusters Score -2264126 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2264621.000000 Penalty: 4796.622070
	Iteration 2F: 3 clusters Score -2264621 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2265004.250000 Penalty: 4796.622070
	Iteration 3F: 3 clusters Score -2265004 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2265376.750000 Penalty: 4796.622070
	Iteration 4Q: 3 clusters Score -2265377 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2265756.000000 Penalty: 4796.622070
	Iteration 5Q: 3 clusters Score -2265756 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2266138.750000 Penalty: 4796.622070
	Iteration 6Q: 3 clusters Score -2266139 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2266477.250000 Penalty: 4796.622070
	Iteration 7Q: 3 clusters Score -2266477 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2266846.500000 Penalty: 4796.622070
	Iteration 8Q: 3 clusters Score -2266846 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2267209.500000 Penalty: 4796.622070
	Iteration 9Q: 3 clusters Score -2267210 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2267568.250000 Penalty: 4796.622070
	Iteration 10Q: 3 clusters Score -2267568 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2267953.750000 Penalty: 4796.622070
	Iteration 11Q: 3 clusters Score -2267954 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2268266.000000 Penalty: 4796.622070
	Iteration 12Q: 3 clusters Score -2268266 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2268529.750000 Penalty: 4796.622070
	Iteration 13Q: 3 clusters Score -2268530 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2268797.000000 Penalty: 4796.622070
	Iteration 14Q: 3 clusters Score -2268797 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2269068.500000 Penalty: 4796.622070
	Iteration 15Q: 3 clusters Score -2269068 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2269334.000000 Penalty: 4796.622070
	Iteration 16Q: 3 clusters Score -2269334 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2269611.750000 Penalty: 4796.622070
	Iteration 17Q: 3 clusters Score -2269612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2269872.750000 Penalty: 4796.622070
	Iteration 18Q: 3 clusters Score -2269873 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2270090.750000 Penalty: 4796.622070
	Iteration 19Q: 3 clusters Score -2270091 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2270234.500000 Penalty: 4796.622070
	Iteration 20F: 3 clusters Score -2270234 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2270314.500000 Penalty: 4796.622070
	Iteration 21Q: 3 clusters Score -2270314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2270374.250000 Penalty: 4796.622070
	Iteration 22Q: 3 clusters Score -2270374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2270428.500000 Penalty: 4796.622070
	Iteration 23Q: 3 clusters Score -2270428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2270486.000000 Penalty: 4796.622070
	Iteration 24Q: 3 clusters Score -2270486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2270533.750000 Penalty: 4796.622070
	Iteration 25Q: 3 clusters Score -2270534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2270556.250000 Penalty: 4796.622070
	Iteration 26Q: 3 clusters Score -2270556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2270582.000000 Penalty: 4796.622070
	Iteration 27Q: 3 clusters Score -2270582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2270605.500000 Penalty: 4796.622070
	Iteration 28Q: 3 clusters Score -2270606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2270618.000000 Penalty: 4796.622070
	Iteration 29Q: 3 clusters Score -2270618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2270638.250000 Penalty: 4796.622070
	Iteration 30Q: 3 clusters Score -2270638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2270659.250000 Penalty: 4796.622070
	Iteration 31Q: 3 clusters Score -2270659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2270670.000000 Penalty: 4796.622070
	Iteration 32Q: 3 clusters Score -2270670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2270681.250000 Penalty: 4796.622070
	Iteration 33Q: 3 clusters Score -2270681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2270695.250000 Penalty: 4796.622070
	Iteration 34Q: 3 clusters Score -2270695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2270700.750000 Penalty: 4796.622070
	Iteration 35Q: 3 clusters Score -2270701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2270712.250000 Penalty: 4796.622070
	Iteration 36Q: 3 clusters Score -2270712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2270717.750000 Penalty: 4796.622070
	Iteration 37Q: 3 clusters Score -2270718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2270723.500000 Penalty: 4796.622070
	Iteration 38Q: 3 clusters Score -2270724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2270727.000000 Penalty: 4796.622070
	Iteration 39Q: 3 clusters Score -2270727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2270736.500000 Penalty: 4796.622070
	Iteration 40F: 3 clusters Score -2270736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2270735.000000 Penalty: 4796.622070
	Iteration 41Q: 3 clusters Score -2270735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2270735.000000 Penalty: 4796.622070
	Iteration 42Q: 3 clusters Score -2270735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2270733.750000 Penalty: 4796.622070
	Iteration 43Q: 3 clusters Score -2270734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2270737.750000 Penalty: 4796.622070
	Iteration 44Q: 3 clusters Score -2270738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2270743.000000 Penalty: 4796.622070
	Iteration 45Q: 3 clusters Score -2270743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2270745.000000 Penalty: 4796.622070
	Iteration 46Q: 3 clusters Score -2270745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2270748.250000 Penalty: 4796.622070
	Iteration 47Q: 3 clusters Score -2270748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2270750.250000 Penalty: 4796.622070
	Iteration 48Q: 3 clusters Score -2270750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2270755.000000 Penalty: 4796.622070
	Iteration 49Q: 3 clusters Score -2270755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2270753.750000 Penalty: 4796.622070
	Iteration 50Q: 3 clusters Score -2270754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2270756.250000 Penalty: 4796.622070
	Iteration 51Q: 3 clusters Score -2270756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2270755.750000 Penalty: 4796.622070
	Iteration 52Q: 3 clusters Score -2270756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2270759.250000 Penalty: 4796.622070
	Iteration 53Q: 3 clusters Score -2270759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2270759.250000 Penalty: 4796.622070
	Iteration 54Q: 3 clusters Score -2270759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2270758.000000 Penalty: 4796.622070
	Iteration 55Q: 3 clusters Score -2270758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2270758.250000 Penalty: 4796.622070
	Iteration 56Q: 3 clusters Score -2270758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2270758.250000 Penalty: 4796.622070
	Iteration 57F: 3 clusters Score -2270758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -2314338.250000 Penalty: 2387.890137
	Iteration 0F: 2 clusters Score -2314338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2303323.750000 Penalty: 4775.780273
	Iteration 0F: 3 clusters Score -2303324 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2306851.000000 Penalty: 4775.780273
	Iteration 1F: 3 clusters Score -2306851 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2307188.250000 Penalty: 4775.780273
	Iteration 2F: 3 clusters Score -2307188 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2307464.750000 Penalty: 4775.780273
	Iteration 3Q: 3 clusters Score -2307465 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2307705.000000 Penalty: 4775.780273
	Iteration 4Q: 3 clusters Score -2307705 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2307985.000000 Penalty: 4775.780273
	Iteration 5Q: 3 clusters Score -2307985 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2308297.250000 Penalty: 4775.780273
	Iteration 6Q: 3 clusters Score -2308297 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2308659.250000 Penalty: 4775.780273
	Iteration 7Q: 3 clusters Score -2308659 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2309060.000000 Penalty: 4775.780273
	Iteration 8Q: 3 clusters Score -2309060 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2309522.250000 Penalty: 4775.780273
	Iteration 9F: 3 clusters Score -2309522 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2310058.000000 Penalty: 4775.780273
	Iteration 10F: 3 clusters Score -2310058 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2310653.750000 Penalty: 4775.780273
	Iteration 11F: 3 clusters Score -2310654 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2311248.750000 Penalty: 4775.780273
	Iteration 12F: 3 clusters Score -2311249 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2311753.500000 Penalty: 4775.780273
	Iteration 13F: 3 clusters Score -2311754 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2312091.750000 Penalty: 4775.780273
	Iteration 14Q: 3 clusters Score -2312092 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2312305.000000 Penalty: 4775.780273
	Iteration 15Q: 3 clusters Score -2312305 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2312406.250000 Penalty: 4775.780273
	Iteration 16Q: 3 clusters Score -2312406 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2312477.750000 Penalty: 4775.780273
	Iteration 17Q: 3 clusters Score -2312478 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2312522.500000 Penalty: 4775.780273
	Iteration 18Q: 3 clusters Score -2312522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2312563.750000 Penalty: 4775.780273
	Iteration 19Q: 3 clusters Score -2312564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2312591.000000 Penalty: 4775.780273
	Iteration 20F: 3 clusters Score -2312591 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2312631.500000 Penalty: 4775.780273
	Iteration 21Q: 3 clusters Score -2312632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2312667.750000 Penalty: 4775.780273
	Iteration 22Q: 3 clusters Score -2312668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2312684.500000 Penalty: 4775.780273
	Iteration 23Q: 3 clusters Score -2312684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2312693.500000 Penalty: 4775.780273
	Iteration 24Q: 3 clusters Score -2312694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2312706.000000 Penalty: 4775.780273
	Iteration 25Q: 3 clusters Score -2312706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2312726.500000 Penalty: 4775.780273
	Iteration 26Q: 3 clusters Score -2312726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2312733.000000 Penalty: 4775.780273
	Iteration 27Q: 3 clusters Score -2312733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2312744.250000 Penalty: 4775.780273
	Iteration 28Q: 3 clusters Score -2312744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2312755.750000 Penalty: 4775.780273
	Iteration 29Q: 3 clusters Score -2312756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2312763.000000 Penalty: 4775.780273
	Iteration 30Q: 3 clusters Score -2312763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2312770.250000 Penalty: 4775.780273
	Iteration 31Q: 3 clusters Score -2312770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2312780.000000 Penalty: 4775.780273
	Iteration 32Q: 3 clusters Score -2312780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2312783.500000 Penalty: 4775.780273
	Iteration 33Q: 3 clusters Score -2312784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2312785.500000 Penalty: 4775.780273
	Iteration 34Q: 3 clusters Score -2312786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2312789.000000 Penalty: 4775.780273
	Iteration 35Q: 3 clusters Score -2312789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2312792.500000 Penalty: 4775.780273
	Iteration 36Q: 3 clusters Score -2312792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2312800.750000 Penalty: 4775.780273
	Iteration 37Q: 3 clusters Score -2312801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2312803.750000 Penalty: 4775.780273
	Iteration 38Q: 3 clusters Score -2312804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2312810.750000 Penalty: 4775.780273
	Iteration 39Q: 3 clusters Score -2312811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2312816.250000 Penalty: 4775.780273
	Iteration 40F: 3 clusters Score -2312816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2312816.250000 Penalty: 4775.780273
	Iteration 41Q: 3 clusters Score -2312816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2312817.750000 Penalty: 4775.780273
	Iteration 42Q: 3 clusters Score -2312818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2312821.500000 Penalty: 4775.780273
	Iteration 43Q: 3 clusters Score -2312822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2312829.250000 Penalty: 4775.780273
	Iteration 44Q: 3 clusters Score -2312829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2312835.000000 Penalty: 4775.780273
	Iteration 45Q: 3 clusters Score -2312835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2312836.750000 Penalty: 4775.780273
	Iteration 46Q: 3 clusters Score -2312837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2312842.500000 Penalty: 4775.780273
	Iteration 47Q: 3 clusters Score -2312842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2312843.500000 Penalty: 4775.780273
	Iteration 48Q: 3 clusters Score -2312844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2312842.750000 Penalty: 4775.780273
	Iteration 49Q: 3 clusters Score -2312843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2312848.250000 Penalty: 4775.780273
	Iteration 50Q: 3 clusters Score -2312848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2312856.500000 Penalty: 4775.780273
	Iteration 51Q: 3 clusters Score -2312856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2312860.500000 Penalty: 4775.780273
	Iteration 52Q: 3 clusters Score -2312860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2312863.750000 Penalty: 4775.780273
	Iteration 53Q: 3 clusters Score -2312864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2312870.750000 Penalty: 4775.780273
	Iteration 54Q: 3 clusters Score -2312871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2312873.000000 Penalty: 4775.780273
	Iteration 55Q: 3 clusters Score -2312873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2312887.500000 Penalty: 4775.780273
	Iteration 56Q: 3 clusters Score -2312888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2312898.750000 Penalty: 4775.780273
	Iteration 57Q: 3 clusters Score -2312899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2312903.750000 Penalty: 4775.780273
	Iteration 58Q: 3 clusters Score -2312904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2312907.500000 Penalty: 4775.780273
	Iteration 59Q: 3 clusters Score -2312908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2312923.500000 Penalty: 4775.780273
	Iteration 60F: 3 clusters Score -2312924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2312930.000000 Penalty: 4775.780273
	Iteration 61Q: 3 clusters Score -2312930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2312943.250000 Penalty: 4775.780273
	Iteration 62Q: 3 clusters Score -2312943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2312954.500000 Penalty: 4775.780273
	Iteration 63Q: 3 clusters Score -2312954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2312961.250000 Penalty: 4775.780273
	Iteration 64Q: 3 clusters Score -2312961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2312973.750000 Penalty: 4775.780273
	Iteration 65Q: 3 clusters Score -2312974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2312985.000000 Penalty: 4775.780273
	Iteration 66Q: 3 clusters Score -2312985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2313000.500000 Penalty: 4775.780273
	Iteration 67Q: 3 clusters Score -2313000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2313008.750000 Penalty: 4775.780273
	Iteration 68Q: 3 clusters Score -2313009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2313033.250000 Penalty: 4775.780273
	Iteration 69Q: 3 clusters Score -2313033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2313054.500000 Penalty: 4775.780273
	Iteration 70Q: 3 clusters Score -2313054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2313087.250000 Penalty: 4775.780273
	Iteration 71Q: 3 clusters Score -2313087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2313139.000000 Penalty: 4775.780273
	Iteration 72Q: 3 clusters Score -2313139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2313194.250000 Penalty: 4775.780273
	Iteration 73Q: 3 clusters Score -2313194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2313268.750000 Penalty: 4775.780273
	Iteration 74Q: 3 clusters Score -2313269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2313385.750000 Penalty: 4775.780273
	Iteration 75Q: 3 clusters Score -2313386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2313527.750000 Penalty: 4775.780273
	Iteration 76Q: 3 clusters Score -2313528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2313581.500000 Penalty: 4775.780273
	Iteration 77Q: 3 clusters Score -2313582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2313608.750000 Penalty: 4775.780273
	Iteration 78Q: 3 clusters Score -2313609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2313620.250000 Penalty: 4775.780273
	Iteration 79Q: 3 clusters Score -2313620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2313634.500000 Penalty: 4775.780273
	Iteration 80F: 3 clusters Score -2313634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2313639.500000 Penalty: 4775.780273
	Iteration 81Q: 3 clusters Score -2313640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2313652.250000 Penalty: 4775.780273
	Iteration 82Q: 3 clusters Score -2313652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313651.500000 Penalty: 4775.780273
	Iteration 83Q: 3 clusters Score -2313652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2313652.250000 Penalty: 4775.780273
	Iteration 84Q: 3 clusters Score -2313652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2313652.000000 Penalty: 4775.780273
	Iteration 85Q: 3 clusters Score -2313652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2313652.000000 Penalty: 4775.780273
	Iteration 86F: 3 clusters Score -2313652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -321164.093750 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -321164.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -318414.250000 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -318414.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -318874.437500 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -318874.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -319012.093750 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -319012.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -319106.156250 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -319106.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319182.312500 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -319182.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -319248.093750 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -319248.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -319306.500000 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -319306.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -319359.000000 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -319359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -319414.125000 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -319414.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -319474.687500 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -319474.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -319534.468750 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -319534.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319581.062500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -319581.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -319632.250000 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -319632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -319656.000000 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -319656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -319676.812500 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -319676.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -319693.281250 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -319693.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319707.218750 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -319707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -319715.000000 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -319715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319726.000000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -319726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -319733.750000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -319733.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319744.781250 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -319744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -319763.187500 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -319763.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -319777.625000 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -319777.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -319790.437500 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -319790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319799.906250 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -319799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -319810.218750 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -319810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -319816.750000 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -319816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -319822.718750 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -319822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -319825.593750 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -319825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -319832.156250 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -319832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -319834.843750 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -319834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -319835.906250 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -319835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -319837.562500 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -319837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -319839.906250 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -319839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -319841.437500 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -319841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -319844.875000 Penalty: 3802.678467
	Iteration 35Q: 3 clusters Score -319844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -319847.593750 Penalty: 3802.678467
	Iteration 36Q: 3 clusters Score -319847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -319849.875000 Penalty: 3802.678467
	Iteration 37Q: 3 clusters Score -319849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -319850.281250 Penalty: 3802.678467
	Iteration 38Q: 3 clusters Score -319850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -319850.281250 Penalty: 3802.678467
	Iteration 39F: 3 clusters Score -319850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -110110.484375 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -110110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108302.093750 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -108302.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108584.906250 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -108584.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108766.890625 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -108766.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108864.765625 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -108864.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109026.796875 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -109026.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -109197.710938 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -109197.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109338.406250 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -109338.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109430.562500 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -109430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109496.710938 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -109496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109532.765625 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -109532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109560.765625 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -109560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109574.312500 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -109574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109586.601562 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -109586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109591.359375 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -109591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109593.820312 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -109593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109597.312500 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -109597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109600.031250 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -109600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109614.375000 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -109614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109619.218750 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -109619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109619.218750 Penalty: 3325.996826
	Iteration 19F: 3 clusters Score -109619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -350043.968750 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -350044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -347203.937500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -347203.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -347723.343750 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -347723.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -347869.781250 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -347869.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -347929.406250 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -347929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -347961.625000 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -347961.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -347985.062500 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -347985.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -348004.437500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -348004.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -348019.562500 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -348019.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -348035.343750 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -348035.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -348042.968750 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -348043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -348047.656250 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -348047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -348052.406250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -348052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -348055.375000 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -348055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -348056.531250 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -348056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -348057.625000 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -348057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -348057.875000 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -348057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -348059.468750 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -348059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -348062.343750 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -348062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -348065.500000 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -348065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -348067.750000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -348067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -348067.750000 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -348067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19992.367188 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19992.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19003.736328 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19003.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19077.818359 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19077.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19105.126953 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19105.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19105.126953 Penalty: 2572.943359
	Iteration 3F: 3 clusters Score -19105.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -340964.375000 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -340964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -338058.906250 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -338058.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -338733.687500 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -338733.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -338975.281250 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -338975.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -339088.843750 Penalty: 3866.640625
	Iteration 3F: 3 clusters Score -339088.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -339143.906250 Penalty: 3866.640625
	Iteration 4Q: 3 clusters Score -339143.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -339189.375000 Penalty: 3866.640625
	Iteration 5Q: 3 clusters Score -339189.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -339217.593750 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -339217.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -339232.687500 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -339232.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -339243.625000 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -339243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -339249.093750 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -339249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -339256.250000 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -339256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -339261.906250 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -339261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -339267.000000 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -339267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -339276.218750 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -339276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -339286.250000 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -339286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -339292.437500 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -339292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -339302.406250 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -339302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -339315.093750 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -339315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -339327.156250 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -339327.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -339339.031250 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -339339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -339353.625000 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -339353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -339366.468750 Penalty: 3866.640625
	Iteration 21Q: 3 clusters Score -339366.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -339385.500000 Penalty: 3866.640625
	Iteration 22Q: 3 clusters Score -339385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -339400.062500 Penalty: 3866.640625
	Iteration 23Q: 3 clusters Score -339400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -339411.906250 Penalty: 3866.640625
	Iteration 24Q: 3 clusters Score -339411.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -339422.656250 Penalty: 3866.640625
	Iteration 25Q: 3 clusters Score -339422.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -339435.437500 Penalty: 3866.640625
	Iteration 26Q: 3 clusters Score -339435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -339440.000000 Penalty: 3866.640625
	Iteration 27Q: 3 clusters Score -339440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -339445.687500 Penalty: 3866.640625
	Iteration 28Q: 3 clusters Score -339445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -339457.375000 Penalty: 3866.640625
	Iteration 29Q: 3 clusters Score -339457.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -339473.281250 Penalty: 3866.640625
	Iteration 30Q: 3 clusters Score -339473.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -339484.281250 Penalty: 3866.640625
	Iteration 31Q: 3 clusters Score -339484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -339492.968750 Penalty: 3866.640625
	Iteration 32Q: 3 clusters Score -339493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -339499.343750 Penalty: 3866.640625
	Iteration 33Q: 3 clusters Score -339499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -339502.437500 Penalty: 3866.640625
	Iteration 34Q: 3 clusters Score -339502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -339506.218750 Penalty: 3866.640625
	Iteration 35Q: 3 clusters Score -339506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -339509.000000 Penalty: 3866.640625
	Iteration 36Q: 3 clusters Score -339509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -339516.812500 Penalty: 3866.640625
	Iteration 37Q: 3 clusters Score -339516.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -339521.937500 Penalty: 3866.640625
	Iteration 38Q: 3 clusters Score -339521.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -339529.156250 Penalty: 3866.640625
	Iteration 39Q: 3 clusters Score -339529.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -339537.812500 Penalty: 3866.640625
	Iteration 40F: 3 clusters Score -339537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -339544.375000 Penalty: 3866.640625
	Iteration 41Q: 3 clusters Score -339544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -339547.750000 Penalty: 3866.640625
	Iteration 42Q: 3 clusters Score -339547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -339550.156250 Penalty: 3866.640625
	Iteration 43Q: 3 clusters Score -339550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -339552.093750 Penalty: 3866.640625
	Iteration 44Q: 3 clusters Score -339552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -339553.968750 Penalty: 3866.640625
	Iteration 45Q: 3 clusters Score -339554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -339555.062500 Penalty: 3866.640625
	Iteration 46Q: 3 clusters Score -339555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -339559.000000 Penalty: 3866.640625
	Iteration 47Q: 3 clusters Score -339559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -339565.000000 Penalty: 3866.640625
	Iteration 48Q: 3 clusters Score -339565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -339569.781250 Penalty: 3866.640625
	Iteration 49Q: 3 clusters Score -339569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -339571.031250 Penalty: 3866.640625
	Iteration 50Q: 3 clusters Score -339571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -339572.656250 Penalty: 3866.640625
	Iteration 51Q: 3 clusters Score -339572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -339573.750000 Penalty: 3866.640625
	Iteration 52Q: 3 clusters Score -339573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -339574.062500 Penalty: 3866.640625
	Iteration 53Q: 3 clusters Score -339574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -339574.187500 Penalty: 3866.640625
	Iteration 54Q: 3 clusters Score -339574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -339574.187500 Penalty: 3866.640625
	Iteration 55Q: 3 clusters Score -339574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -339574.187500 Penalty: 3866.640625
	Iteration 56F: 3 clusters Score -339574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -653698.125000 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -653698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -649562.750000 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -649562.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -650532.562500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -650532.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -650776.312500 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -650776.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -650928.937500 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -650928.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -651064.687500 Penalty: 4171.607422
	Iteration 4Q: 3 clusters Score -651064.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -651184.687500 Penalty: 4171.607422
	Iteration 5Q: 3 clusters Score -651184.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -651294.437500 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -651294.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -651393.750000 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -651393.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -651494.062500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -651494.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -651585.750000 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -651585.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -651668.312500 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -651668.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -651734.000000 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -651734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -651790.625000 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -651790.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -651850.312500 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -651850.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -651902.812500 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -651902.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -651941.375000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -651941.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -651973.187500 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -651973.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -651999.437500 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -651999.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -652021.625000 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -652021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -652043.562500 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -652043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -652054.812500 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -652054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -652059.125000 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -652059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -652063.562500 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -652063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -652064.500000 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -652064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -652065.812500 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -652065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -652065.812500 Penalty: 4171.607422
	Iteration 25F: 3 clusters Score -652065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -5723415.500000 Penalty: 2614.126221
	Iteration 0F: 2 clusters Score -5723416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5697742.500000 Penalty: 5228.252441
	Iteration 0F: 3 clusters Score -5697742 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5707337.500000 Penalty: 5228.252441
	Iteration 1F: 3 clusters Score -5707338 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5707987.500000 Penalty: 5228.252441
	Iteration 2Q: 3 clusters Score -5707988 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5708767.500000 Penalty: 5228.252441
	Iteration 3Q: 3 clusters Score -5708768 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5709756.000000 Penalty: 5228.252441
	Iteration 4F: 3 clusters Score -5709756 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5711138.500000 Penalty: 5228.252441
	Iteration 5F: 3 clusters Score -5711138 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5712859.000000 Penalty: 5228.252441
	Iteration 6F: 3 clusters Score -5712859 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5714747.000000 Penalty: 5228.252441
	Iteration 7F: 3 clusters Score -5714747 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5716561.500000 Penalty: 5228.252441
	Iteration 8F: 3 clusters Score -5716562 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5718124.500000 Penalty: 5228.252441
	Iteration 9Q: 3 clusters Score -5718124 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -5719105.500000 Penalty: 5228.252441
	Iteration 10Q: 3 clusters Score -5719106 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -5719767.500000 Penalty: 5228.252441
	Iteration 11Q: 3 clusters Score -5719768 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5720185.500000 Penalty: 5228.252441
	Iteration 12Q: 3 clusters Score -5720186 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5720484.500000 Penalty: 5228.252441
	Iteration 13Q: 3 clusters Score -5720484 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5720774.000000 Penalty: 5228.252441
	Iteration 14Q: 3 clusters Score -5720774 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5720970.500000 Penalty: 5228.252441
	Iteration 15Q: 3 clusters Score -5720970 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -5721196.500000 Penalty: 5228.252441
	Iteration 16Q: 3 clusters Score -5721196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5721344.500000 Penalty: 5228.252441
	Iteration 17Q: 3 clusters Score -5721344 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5721478.000000 Penalty: 5228.252441
	Iteration 18Q: 3 clusters Score -5721478 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -5721571.500000 Penalty: 5228.252441
	Iteration 19Q: 3 clusters Score -5721572 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5721649.000000 Penalty: 5228.252441
	Iteration 20F: 3 clusters Score -5721649 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -5721755.500000 Penalty: 5228.252441
	Iteration 21Q: 3 clusters Score -5721756 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -5721831.500000 Penalty: 5228.252441
	Iteration 22Q: 3 clusters Score -5721832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5721861.000000 Penalty: 5228.252441
	Iteration 23Q: 3 clusters Score -5721861 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -5721936.000000 Penalty: 5228.252441
	Iteration 24Q: 3 clusters Score -5721936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5721961.000000 Penalty: 5228.252441
	Iteration 25Q: 3 clusters Score -5721961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5722034.500000 Penalty: 5228.252441
	Iteration 26Q: 3 clusters Score -5722034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -5722072.500000 Penalty: 5228.252441
	Iteration 27Q: 3 clusters Score -5722072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -5722114.500000 Penalty: 5228.252441
	Iteration 28Q: 3 clusters Score -5722114 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5722152.500000 Penalty: 5228.252441
	Iteration 29Q: 3 clusters Score -5722152 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5722245.500000 Penalty: 5228.252441
	Iteration 30Q: 3 clusters Score -5722246 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5722316.500000 Penalty: 5228.252441
	Iteration 31Q: 3 clusters Score -5722316 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -5722396.500000 Penalty: 5228.252441
	Iteration 32Q: 3 clusters Score -5722396 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -5722443.500000 Penalty: 5228.252441
	Iteration 33Q: 3 clusters Score -5722444 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5722495.000000 Penalty: 5228.252441
	Iteration 34Q: 3 clusters Score -5722495 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5722575.000000 Penalty: 5228.252441
	Iteration 35Q: 3 clusters Score -5722575 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5722622.500000 Penalty: 5228.252441
	Iteration 36Q: 3 clusters Score -5722622 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5722674.000000 Penalty: 5228.252441
	Iteration 37Q: 3 clusters Score -5722674 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5722689.000000 Penalty: 5228.252441
	Iteration 38Q: 3 clusters Score -5722689 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5722721.500000 Penalty: 5228.252441
	Iteration 39Q: 3 clusters Score -5722722 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5722755.000000 Penalty: 5228.252441
	Iteration 40F: 3 clusters Score -5722755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -5722798.000000 Penalty: 5228.252441
	Iteration 41Q: 3 clusters Score -5722798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5722811.000000 Penalty: 5228.252441
	Iteration 42Q: 3 clusters Score -5722811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5722820.500000 Penalty: 5228.252441
	Iteration 43Q: 3 clusters Score -5722820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5722851.000000 Penalty: 5228.252441
	Iteration 44Q: 3 clusters Score -5722851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5722841.500000 Penalty: 5228.252441
	Iteration 45Q: 3 clusters Score -5722842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -5722851.500000 Penalty: 5228.252441
	Iteration 46Q: 3 clusters Score -5722852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5722859.500000 Penalty: 5228.252441
	Iteration 47Q: 3 clusters Score -5722860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5722886.500000 Penalty: 5228.252441
	Iteration 48Q: 3 clusters Score -5722886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -5722886.500000 Penalty: 5228.252441
	Iteration 49Q: 3 clusters Score -5722886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5722903.500000 Penalty: 5228.252441
	Iteration 50Q: 3 clusters Score -5722904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5722911.000000 Penalty: 5228.252441
	Iteration 51Q: 3 clusters Score -5722911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5722911.500000 Penalty: 5228.252441
	Iteration 52Q: 3 clusters Score -5722912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5722912.500000 Penalty: 5228.252441
	Iteration 53Q: 3 clusters Score -5722912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5722909.000000 Penalty: 5228.252441
	Iteration 54Q: 3 clusters Score -5722909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5722905.500000 Penalty: 5228.252441
	Iteration 55Q: 3 clusters Score -5722906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -5722901.500000 Penalty: 5228.252441
	Iteration 56Q: 3 clusters Score -5722902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -5722912.000000 Penalty: 5228.252441
	Iteration 57Q: 3 clusters Score -5722912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5722914.500000 Penalty: 5228.252441
	Iteration 58Q: 3 clusters Score -5722914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5722915.000000 Penalty: 5228.252441
	Iteration 59Q: 3 clusters Score -5722915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5722921.000000 Penalty: 5228.252441
	Iteration 60F: 3 clusters Score -5722921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5722917.500000 Penalty: 5228.252441
	Iteration 61Q: 3 clusters Score -5722918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5722918.500000 Penalty: 5228.252441
	Iteration 62Q: 3 clusters Score -5722918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5722919.000000 Penalty: 5228.252441
	Iteration 63Q: 3 clusters Score -5722919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5722919.000000 Penalty: 5228.252441
	Iteration 64Q: 3 clusters Score -5722919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5722916.000000 Penalty: 5228.252441
	Iteration 65Q: 3 clusters Score -5722916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5722921.000000 Penalty: 5228.252441
	Iteration 66Q: 3 clusters Score -5722921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5722912.000000 Penalty: 5228.252441
	Iteration 67Q: 3 clusters Score -5722912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5722930.000000 Penalty: 5228.252441
	Iteration 68Q: 3 clusters Score -5722930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5722933.000000 Penalty: 5228.252441
	Iteration 69Q: 3 clusters Score -5722933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5722940.000000 Penalty: 5228.252441
	Iteration 70Q: 3 clusters Score -5722940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5722935.500000 Penalty: 5228.252441
	Iteration 71Q: 3 clusters Score -5722936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5722949.500000 Penalty: 5228.252441
	Iteration 72Q: 3 clusters Score -5722950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5722952.000000 Penalty: 5228.252441
	Iteration 73Q: 3 clusters Score -5722952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5722969.500000 Penalty: 5228.252441
	Iteration 74Q: 3 clusters Score -5722970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -5722974.500000 Penalty: 5228.252441
	Iteration 75Q: 3 clusters Score -5722974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5722978.000000 Penalty: 5228.252441
	Iteration 76Q: 3 clusters Score -5722978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5722978.500000 Penalty: 5228.252441
	Iteration 77Q: 3 clusters Score -5722978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5722968.500000 Penalty: 5228.252441
	Iteration 78Q: 3 clusters Score -5722968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5722981.500000 Penalty: 5228.252441
	Iteration 79Q: 3 clusters Score -5722982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5722975.500000 Penalty: 5228.252441
	Iteration 80F: 3 clusters Score -5722976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5722979.500000 Penalty: 5228.252441
	Iteration 81Q: 3 clusters Score -5722980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5722979.000000 Penalty: 5228.252441
	Iteration 82Q: 3 clusters Score -5722979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5722977.500000 Penalty: 5228.252441
	Iteration 83Q: 3 clusters Score -5722978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5722976.000000 Penalty: 5228.252441
	Iteration 84Q: 3 clusters Score -5722976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5722975.500000 Penalty: 5228.252441
	Iteration 85Q: 3 clusters Score -5722976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -5722973.000000 Penalty: 5228.252441
	Iteration 86Q: 3 clusters Score -5722973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5722966.500000 Penalty: 5228.252441
	Iteration 87Q: 3 clusters Score -5722966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5722966.500000 Penalty: 5228.252441
	Iteration 88F: 3 clusters Score -5722966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -656461.812500 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -656461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -652343.437500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -652343.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -653324.250000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -653324.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -653533.937500 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -653533.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -653673.312500 Penalty: 4161.122070
	Iteration 3Q: 3 clusters Score -653673.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -653770.187500 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -653770.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -653848.750000 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -653848.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -653918.062500 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -653918.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -653977.937500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -653977.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -654023.750000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -654023.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -654065.125000 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -654065.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -654110.000000 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -654110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -654167.312500 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -654167.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -654236.312500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -654236.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -654301.375000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -654301.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -654364.062500 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -654364.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -654441.687500 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -654441.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -654516.312500 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -654516.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -654596.187500 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -654596.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -654681.750000 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -654681.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -654754.812500 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -654754.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -654816.812500 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -654816.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -654866.437500 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -654866.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -654914.687500 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -654914.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -654950.750000 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -654950.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -654971.562500 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -654971.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -654987.250000 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -654987.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -655003.000000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -655003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -655017.125000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -655017.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -655028.562500 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -655028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -655035.312500 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -655035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -655039.250000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -655039.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -655040.687500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -655040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -655043.562500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -655043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -655046.000000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -655046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -655046.500000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -655046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -655047.812500 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -655047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -655049.125000 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -655049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -655051.312500 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -655051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -655053.750000 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -655053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -655055.437500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -655055.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -655059.937500 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -655059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -655061.937500 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -655061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -655062.375000 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -655062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -655062.937500 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -655062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -655062.375000 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -655062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -655062.375000 Penalty: 4161.122070
	Iteration 45F: 3 clusters Score -655062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Entering Unmasked Estep 
Score: -6199309.000000 Penalty: 2634.173828
	Iteration 0F: 2 clusters Score -6199309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6171418.500000 Penalty: 5268.347656
	Iteration 0F: 3 clusters Score -6171418 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6181417.000000 Penalty: 5268.347656
	Iteration 1F: 3 clusters Score -6181417 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -6181849.000000 Penalty: 5268.347656
	Iteration 2Q: 3 clusters Score -6181849 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -6182237.500000 Penalty: 5268.347656
	Iteration 3Q: 3 clusters Score -6182238 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -6182558.000000 Penalty: 5268.347656
	Iteration 4Q: 3 clusters Score -6182558 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -6182847.000000 Penalty: 5268.347656
	Iteration 5Q: 3 clusters Score -6182847 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6183169.500000 Penalty: 5268.347656
	Iteration 6Q: 3 clusters Score -6183170 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -6183535.000000 Penalty: 5268.347656
	Iteration 7Q: 3 clusters Score -6183535 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -6183920.000000 Penalty: 5268.347656
	Iteration 8Q: 3 clusters Score -6183920 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6184447.500000 Penalty: 5268.347656
	Iteration 9Q: 3 clusters Score -6184448 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -6185030.500000 Penalty: 5268.347656
	Iteration 10Q: 3 clusters Score -6185030 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -6185854.000000 Penalty: 5268.347656
	Iteration 11Q: 3 clusters Score -6185854 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6187019.000000 Penalty: 5268.347656
	Iteration 12Q: 3 clusters Score -6187019 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -6188334.000000 Penalty: 5268.347656
	Iteration 13F: 3 clusters Score -6188334 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6189413.500000 Penalty: 5268.347656
	Iteration 14Q: 3 clusters Score -6189414 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6189970.500000 Penalty: 5268.347656
	Iteration 15Q: 3 clusters Score -6189970 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -6190183.000000 Penalty: 5268.347656
	Iteration 16Q: 3 clusters Score -6190183 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -6190331.500000 Penalty: 5268.347656
	Iteration 17Q: 3 clusters Score -6190332 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -6190428.000000 Penalty: 5268.347656
	Iteration 18Q: 3 clusters Score -6190428 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6190520.000000 Penalty: 5268.347656
	Iteration 19Q: 3 clusters Score -6190520 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6190614.000000 Penalty: 5268.347656
	Iteration 20F: 3 clusters Score -6190614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -6190709.500000 Penalty: 5268.347656
	Iteration 21Q: 3 clusters Score -6190710 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -6190810.500000 Penalty: 5268.347656
	Iteration 22Q: 3 clusters Score -6190810 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6190909.500000 Penalty: 5268.347656
	Iteration 23Q: 3 clusters Score -6190910 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -6190960.000000 Penalty: 5268.347656
	Iteration 24Q: 3 clusters Score -6190960 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6191034.500000 Penalty: 5268.347656
	Iteration 25Q: 3 clusters Score -6191034 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6191128.500000 Penalty: 5268.347656
	Iteration 26Q: 3 clusters Score -6191128 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -6191221.500000 Penalty: 5268.347656
	Iteration 27Q: 3 clusters Score -6191222 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -6191318.500000 Penalty: 5268.347656
	Iteration 28Q: 3 clusters Score -6191318 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6191408.000000 Penalty: 5268.347656
	Iteration 29Q: 3 clusters Score -6191408 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -6191513.000000 Penalty: 5268.347656
	Iteration 30Q: 3 clusters Score -6191513 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6191555.500000 Penalty: 5268.347656
	Iteration 31Q: 3 clusters Score -6191556 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -6191620.000000 Penalty: 5268.347656
	Iteration 32Q: 3 clusters Score -6191620 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -6191676.500000 Penalty: 5268.347656
	Iteration 33Q: 3 clusters Score -6191676 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6191763.500000 Penalty: 5268.347656
	Iteration 34Q: 3 clusters Score -6191764 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6191841.500000 Penalty: 5268.347656
	Iteration 35Q: 3 clusters Score -6191842 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -6191897.000000 Penalty: 5268.347656
	Iteration 36Q: 3 clusters Score -6191897 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6191933.000000 Penalty: 5268.347656
	Iteration 37Q: 3 clusters Score -6191933 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6191984.500000 Penalty: 5268.347656
	Iteration 38Q: 3 clusters Score -6191984 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -6192037.000000 Penalty: 5268.347656
	Iteration 39Q: 3 clusters Score -6192037 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -6192104.000000 Penalty: 5268.347656
	Iteration 40F: 3 clusters Score -6192104 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6192172.500000 Penalty: 5268.347656
	Iteration 41Q: 3 clusters Score -6192172 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -6192255.500000 Penalty: 5268.347656
	Iteration 42Q: 3 clusters Score -6192256 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -6192298.500000 Penalty: 5268.347656
	Iteration 43Q: 3 clusters Score -6192298 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -6192393.000000 Penalty: 5268.347656
	Iteration 44Q: 3 clusters Score -6192393 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -6192483.500000 Penalty: 5268.347656
	Iteration 45Q: 3 clusters Score -6192484 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6192622.500000 Penalty: 5268.347656
	Iteration 46Q: 3 clusters Score -6192622 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -6192716.500000 Penalty: 5268.347656
	Iteration 47Q: 3 clusters Score -6192716 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -6192846.000000 Penalty: 5268.347656
	Iteration 48Q: 3 clusters Score -6192846 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6192990 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -6193118.500000 Penalty: 5268.347656
	Iteration 50Q: 3 clusters Score -6193118 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6193267.500000 Penalty: 5268.347656
	Iteration 51Q: 3 clusters Score -6193268 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6193426.500000 Penalty: 5268.347656
	Iteration 52Q: 3 clusters Score -6193426 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -6193637.500000 Penalty: 5268.347656
	Iteration 53Q: 3 clusters Score -6193638 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6193848.000000 Penalty: 5268.347656
	Iteration 54Q: 3 clusters Score -6193848 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6194076.500000 Penalty: 5268.347656
	Iteration 55Q: 3 clusters Score -6194076 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6194295.500000 Penalty: 5268.347656
	Iteration 56Q: 3 clusters Score -6194296 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6194518.500000 Penalty: 5268.347656
	Iteration 57Q: 3 clusters Score -6194518 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6194760.000000 Penalty: 5268.347656
	Iteration 58Q: 3 clusters Score -6194760 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -6194997.500000 Penalty: 5268.347656
	Iteration 59Q: 3 clusters Score -6194998 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -6195275.500000 Penalty: 5268.347656
	Iteration 60F: 3 clusters Score -6195276 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -6195558.500000 Penalty: 5268.347656
	Iteration 61Q: 3 clusters Score -6195558 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -6195858.500000 Penalty: 5268.347656
	Iteration 62Q: 3 clusters Score -6195858 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -6196087.000000 Penalty: 5268.347656
	Iteration 63Q: 3 clusters Score -6196087 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -6196280.000000 Penalty: 5268.347656
	Iteration 64Q: 3 clusters Score -6196280 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -6196468.000000 Penalty: 5268.347656
	Iteration 65Q: 3 clusters Score -6196468 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -6196609.000000 Penalty: 5268.347656
	Iteration 66Q: 3 clusters Score -6196609 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6196724.500000 Penalty: 5268.347656
	Iteration 67Q: 3 clusters Score -6196724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -6196840.000000 Penalty: 5268.347656
	Iteration 68Q: 3 clusters Score -6196840 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -6196889.000000 Penalty: 5268.347656
	Iteration 69Q: 3 clusters Score -6196889 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -6196945.500000 Penalty: 5268.347656
	Iteration 70Q: 3 clusters Score -6196946 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -6196996.000000 Penalty: 5268.347656
	Iteration 71Q: 3 clusters Score -6196996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6197040.500000 Penalty: 5268.347656
	Iteration 72Q: 3 clusters Score -6197040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -6197071.500000 Penalty: 5268.347656
	Iteration 73Q: 3 clusters Score -6197072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -6197097.000000 Penalty: 5268.347656
	Iteration 74Q: 3 clusters Score -6197097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -6197109.500000 Penalty: 5268.347656
	Iteration 75Q: 3 clusters Score -6197110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -6197127.500000 Penalty: 5268.347656
	Iteration 76Q: 3 clusters Score -6197128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -6197147.000000 Penalty: 5268.347656
	Iteration 77Q: 3 clusters Score -6197147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -6197149.500000 Penalty: 5268.347656
	Iteration 78Q: 3 clusters Score -6197150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6197167.000000 Penalty: 5268.347656
	Iteration 79Q: 3 clusters Score -6197167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6197181.000000 Penalty: 5268.347656
	Iteration 80F: 3 clusters Score -6197181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -6197192.000000 Penalty: 5268.347656
	Iteration 81Q: 3 clusters Score -6197192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -6197205.500000 Penalty: 5268.347656
	Iteration 82Q: 3 clusters Score -6197206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -6197216.500000 Penalty: 5268.347656
	Iteration 83Q: 3 clusters Score -6197216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -6197232.500000 Penalty: 5268.347656
	Iteration 84Q: 3 clusters Score -6197232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -6197231.000000 Penalty: 5268.347656
	Iteration 85Q: 3 clusters Score -6197231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -6197240.000000 Penalty: 5268.347656
	Iteration 86Q: 3 clusters Score -6197240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -6197241.000000 Penalty: 5268.347656
	Iteration 87Q: 3 clusters Score -6197241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -6197247.000000 Penalty: 5268.347656
	Iteration 88Q: 3 clusters Score -6197247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -6197253.500000 Penalty: 5268.347656
	Iteration 89Q: 3 clusters Score -6197254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -6197255.500000 Penalty: 5268.347656
	Iteration 90Q: 3 clusters Score -6197256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -6197247.500000 Penalty: 5268.347656
	Iteration 91Q: 3 clusters Score -6197248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -6197251.500000 Penalty: 5268.347656
	Iteration 92Q: 3 clusters Score -6197252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -6197256.000000 Penalty: 5268.347656
	Iteration 93Q: 3 clusters Score -6197256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -6197257.000000 Penalty: 5268.347656
	Iteration 94Q: 3 clusters Score -6197257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -6197256.000000 Penalty: 5268.347656
	Iteration 95Q: 3 clusters Score -6197256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -6197262.000000 Penalty: 5268.347656
	Iteration 96Q: 3 clusters Score -6197262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6197262.500000 Penalty: 5268.347656
	Iteration 97Q: 3 clusters Score -6197262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6197261.000000 Penalty: 5268.347656
	Iteration 98Q: 3 clusters Score -6197261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -6197258.500000 Penalty: 5268.347656
	Iteration 99Q: 3 clusters Score -6197258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -6197258.500000 Penalty: 5268.347656
	Iteration 100F: 3 clusters Score -6197258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -2651242.500000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -2651242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2638888.750000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -2638889 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2642828.250000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -2642828 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2643176.250000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -2643176 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2643487.750000 Penalty: 4838.847656
	Iteration 3Q: 3 clusters Score -2643488 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2643770.000000 Penalty: 4838.847656
	Iteration 4Q: 3 clusters Score -2643770 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2644088.000000 Penalty: 4838.847656
	Iteration 5Q: 3 clusters Score -2644088 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2644448.500000 Penalty: 4838.847656
	Iteration 6Q: 3 clusters Score -2644448 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2644879.750000 Penalty: 4838.847656
	Iteration 7Q: 3 clusters Score -2644880 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2645444.000000 Penalty: 4838.847656
	Iteration 8F: 3 clusters Score -2645444 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2646148.000000 Penalty: 4838.847656
	Iteration 9F: 3 clusters Score -2646148 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2646915.750000 Penalty: 4838.847656
	Iteration 10F: 3 clusters Score -2646916 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2647656.250000 Penalty: 4838.847656
	Iteration 11F: 3 clusters Score -2647656 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2648183.250000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -2648183 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2648531.750000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -2648532 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2648756.000000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -2648756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2648879.750000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -2648880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2648951.000000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -2648951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2648998.500000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -2648998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2649020.250000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -2649020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2649040.000000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -2649040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2649050.500000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -2649050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2649065.000000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -2649065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2649070.250000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -2649070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2649068.000000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -2649068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2649074.000000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -2649074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2649077.000000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -2649077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2649077.750000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -2649078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2649078.000000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -2649078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2649078.000000 Penalty: 4838.847656
	Iteration 28F: 3 clusters Score -2649078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Entering Unmasked Estep 
Score: -1653780.500000 Penalty: 2307.214355
	Iteration 0F: 2 clusters Score -1653780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1645559.750000 Penalty: 4614.428711
	Iteration 0F: 3 clusters Score -1645560 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1648023.875000 Penalty: 4614.428711
	Iteration 1F: 3 clusters Score -1648024 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1648393.125000 Penalty: 4614.428711
	Iteration 2F: 3 clusters Score -1648393 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1648695.875000 Penalty: 4614.428711
	Iteration 3F: 3 clusters Score -1648696 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1648962.750000 Penalty: 4614.428711
	Iteration 4Q: 3 clusters Score -1648963 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1649219.750000 Penalty: 4614.428711
	Iteration 5Q: 3 clusters Score -1649220 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1649494.375000 Penalty: 4614.428711
	Iteration 6Q: 3 clusters Score -1649494 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1649769.125000 Penalty: 4614.428711
	Iteration 7Q: 3 clusters Score -1649769 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1650023.500000 Penalty: 4614.428711
	Iteration 8Q: 3 clusters Score -1650024 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1650282.000000 Penalty: 4614.428711
	Iteration 9Q: 3 clusters Score -1650282 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1650500.750000 Penalty: 4614.428711
	Iteration 10Q: 3 clusters Score -1650501 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1650688.500000 Penalty: 4614.428711
	Iteration 11Q: 3 clusters Score -1650688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1650854.375000 Penalty: 4614.428711
	Iteration 12Q: 3 clusters Score -1650854 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1650997.250000 Penalty: 4614.428711
	Iteration 13Q: 3 clusters Score -1650997 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1651115.750000 Penalty: 4614.428711
	Iteration 14Q: 3 clusters Score -1651116 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1651210.250000 Penalty: 4614.428711
	Iteration 15Q: 3 clusters Score -1651210 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1651255.625000 Penalty: 4614.428711
	Iteration 16Q: 3 clusters Score -1651256 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1651299.500000 Penalty: 4614.428711
	Iteration 17Q: 3 clusters Score -1651300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1651340.750000 Penalty: 4614.428711
	Iteration 18Q: 3 clusters Score -1651341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1651370.750000 Penalty: 4614.428711
	Iteration 19Q: 3 clusters Score -1651371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1651393.125000 Penalty: 4614.428711
	Iteration 20F: 3 clusters Score -1651393 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1651417.000000 Penalty: 4614.428711
	Iteration 21Q: 3 clusters Score -1651417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1651436.500000 Penalty: 4614.428711
	Iteration 22Q: 3 clusters Score -1651436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1651446.250000 Penalty: 4614.428711
	Iteration 23Q: 3 clusters Score -1651446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1651462.625000 Penalty: 4614.428711
	Iteration 24Q: 3 clusters Score -1651463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1651471.250000 Penalty: 4614.428711
	Iteration 25Q: 3 clusters Score -1651471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1651481.500000 Penalty: 4614.428711
	Iteration 26Q: 3 clusters Score -1651482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1651484.125000 Penalty: 4614.428711
	Iteration 27Q: 3 clusters Score -1651484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1651487.250000 Penalty: 4614.428711
	Iteration 28Q: 3 clusters Score -1651487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1651494.375000 Penalty: 4614.428711
	Iteration 29Q: 3 clusters Score -1651494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1651496.500000 Penalty: 4614.428711
	Iteration 30Q: 3 clusters Score -1651496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1651494.125000 Penalty: 4614.428711
	Iteration 31Q: 3 clusters Score -1651494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1651492.750000 Penalty: 4614.428711
	Iteration 32Q: 3 clusters Score -1651493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1651496.000000 Penalty: 4614.428711
	Iteration 33Q: 3 clusters Score -1651496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1651495.375000 Penalty: 4614.428711
	Iteration 34Q: 3 clusters Score -1651495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1651499.375000 Penalty: 4614.428711
	Iteration 35Q: 3 clusters Score -1651499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1651506.250000 Penalty: 4614.428711
	Iteration 36Q: 3 clusters Score -1651506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1651507.500000 Penalty: 4614.428711
	Iteration 37Q: 3 clusters Score -1651508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1651504.500000 Penalty: 4614.428711
	Iteration 38Q: 3 clusters Score -1651504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1651503.125000 Penalty: 4614.428711
	Iteration 39Q: 3 clusters Score -1651503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1651503.875000 Penalty: 4614.428711
	Iteration 40F: 3 clusters Score -1651504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1651503.125000 Penalty: 4614.428711
	Iteration 41Q: 3 clusters Score -1651503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1651504.250000 Penalty: 4614.428711
	Iteration 42Q: 3 clusters Score -1651504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1651503.750000 Penalty: 4614.428711
	Iteration 43Q: 3 clusters Score -1651504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1651506.375000 Penalty: 4614.428711
	Iteration 44Q: 3 clusters Score -1651506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1651505.250000 Penalty: 4614.428711
	Iteration 45Q: 3 clusters Score -1651505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1651506.250000 Penalty: 4614.428711
	Iteration 46Q: 3 clusters Score -1651506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1651504.750000 Penalty: 4614.428711
	Iteration 47Q: 3 clusters Score -1651505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1651503.000000 Penalty: 4614.428711
	Iteration 48Q: 3 clusters Score -1651503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1651504.625000 Penalty: 4614.428711
	Iteration 49Q: 3 clusters Score -1651505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1651504.750000 Penalty: 4614.428711
	Iteration 50Q: 3 clusters Score -1651505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1651504.875000 Penalty: 4614.428711
	Iteration 51Q: 3 clusters Score -1651505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1651504.875000 Penalty: 4614.428711
	Iteration 52F: 3 clusters Score -1651505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -288148.906250 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -288148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -285453.187500 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -285453.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -286008.031250 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -286008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286149.312500 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -286149.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -286240.250000 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -286240.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -286307.250000 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -286307.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -286375.937500 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -286375.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -286442.656250 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -286442.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -286496.875000 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -286496.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286599.437500 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -286599.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -286741.968750 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -286742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -286904.968750 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -286905 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -287094.000000 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -287094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -287274.343750 Penalty: 3824.928223
	Iteration 12F: 3 clusters Score -287274.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -287427.187500 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -287427.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -287529.468750 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -287529.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -287590.156250 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -287590.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -287618.343750 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -287618.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -287640.093750 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -287640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -287651.968750 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -287652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -287655.437500 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -287655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -287659.187500 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -287659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -287664.312500 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -287664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -287674.062500 Penalty: 3824.928223
	Iteration 22Q: 3 clusters Score -287674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -287678.687500 Penalty: 3824.928223
	Iteration 23Q: 3 clusters Score -287678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -287681.593750 Penalty: 3824.928223
	Iteration 24Q: 3 clusters Score -287681.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -287686.625000 Penalty: 3824.928223
	Iteration 25Q: 3 clusters Score -287686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -287687.562500 Penalty: 3824.928223
	Iteration 26Q: 3 clusters Score -287687.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287688.593750 Penalty: 3824.928223
	Iteration 27Q: 3 clusters Score -287688.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -287688.593750 Penalty: 3824.928223
	Iteration 28F: 3 clusters Score -287688.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -490837.343750 Penalty: 2005.811035
	Iteration 0F: 2 clusters Score -490837.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -487411.437500 Penalty: 4011.622070
	Iteration 0F: 3 clusters Score -487411.4 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -488141.875000 Penalty: 4011.622070
	Iteration 1F: 3 clusters Score -488141.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -488334.312500 Penalty: 4011.622070
	Iteration 2F: 3 clusters Score -488334.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -488460.156250 Penalty: 4011.622070
	Iteration 3F: 3 clusters Score -488460.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -488551.406250 Penalty: 4011.622070
	Iteration 4Q: 3 clusters Score -488551.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -488611.468750 Penalty: 4011.622070
	Iteration 5Q: 3 clusters Score -488611.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -488657.937500 Penalty: 4011.622070
	Iteration 6Q: 3 clusters Score -488657.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488692.656250 Penalty: 4011.622070
	Iteration 7Q: 3 clusters Score -488692.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -488716.968750 Penalty: 4011.622070
	Iteration 8Q: 3 clusters Score -488717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488733.093750 Penalty: 4011.622070
	Iteration 9Q: 3 clusters Score -488733.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488747.187500 Penalty: 4011.622070
	Iteration 10Q: 3 clusters Score -488747.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488756.718750 Penalty: 4011.622070
	Iteration 11Q: 3 clusters Score -488756.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -488767.875000 Penalty: 4011.622070
	Iteration 12Q: 3 clusters Score -488767.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -488778.500000 Penalty: 4011.622070
	Iteration 13Q: 3 clusters Score -488778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -488785.593750 Penalty: 4011.622070
	Iteration 14Q: 3 clusters Score -488785.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -488791.875000 Penalty: 4011.622070
	Iteration 15Q: 3 clusters Score -488791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -488797.000000 Penalty: 4011.622070
	Iteration 16Q: 3 clusters Score -488797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -488802.062500 Penalty: 4011.622070
	Iteration 17Q: 3 clusters Score -488802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -488804.937500 Penalty: 4011.622070
	Iteration 18Q: 3 clusters Score -488804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -488809.281250 Penalty: 4011.622070
	Iteration 19Q: 3 clusters Score -488809.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -488811.875000 Penalty: 4011.622070
	Iteration 20F: 3 clusters Score -488811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488814.093750 Penalty: 4011.622070
	Iteration 21Q: 3 clusters Score -488814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -488814.906250 Penalty: 4011.622070
	Iteration 22Q: 3 clusters Score -488814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488815.718750 Penalty: 4011.622070
	Iteration 23Q: 3 clusters Score -488815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -488818.031250 Penalty: 4011.622070
	Iteration 24Q: 3 clusters Score -488818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488817.687500 Penalty: 4011.622070
	Iteration 25Q: 3 clusters Score -488817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -488818.593750 Penalty: 4011.622070
	Iteration 26Q: 3 clusters Score -488818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -488819.125000 Penalty: 4011.622070
	Iteration 27Q: 3 clusters Score -488819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -488821.968750 Penalty: 4011.622070
	Iteration 28Q: 3 clusters Score -488822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -488822.718750 Penalty: 4011.622070
	Iteration 29Q: 3 clusters Score -488822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -488824.781250 Penalty: 4011.622070
	Iteration 30Q: 3 clusters Score -488824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -488826.968750 Penalty: 4011.622070
	Iteration 31Q: 3 clusters Score -488827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -488827.593750 Penalty: 4011.622070
	Iteration 32Q: 3 clusters Score -488827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -488828.375000 Penalty: 4011.622070
	Iteration 33Q: 3 clusters Score -488828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -488830.000000 Penalty: 4011.622070
	Iteration 34Q: 3 clusters Score -488830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -488831.312500 Penalty: 4011.622070
	Iteration 35Q: 3 clusters Score -488831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -488831.406250 Penalty: 4011.622070
	Iteration 36Q: 3 clusters Score -488831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488832.125000 Penalty: 4011.622070
	Iteration 37Q: 3 clusters Score -488832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -488832.125000 Penalty: 4011.622070
	Iteration 38F: 3 clusters Score -488832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -40711.601562 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -40711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39444.617188 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -39444.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39672.992188 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -39672.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39776.882812 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -39776.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39882.195312 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -39882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39961.308594 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -39961.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40046.687500 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -40046.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40156.832031 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -40156.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40306.531250 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -40306.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40520.515625 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -40520.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40602.312500 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -40602.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40621.953125 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -40621.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40626.753906 Penalty: 2880.838867
	Iteration 11Q: 3 clusters Score -40626.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40626.753906 Penalty: 2880.838867
	Iteration 12F: 3 clusters Score -40626.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Entering Unmasked Estep 
Score: -2184113.250000 Penalty: 2374.216797
	Iteration 0F: 2 clusters Score -2184113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2173603.250000 Penalty: 4748.433594
	Iteration 0F: 3 clusters Score -2173603 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2176882.000000 Penalty: 4748.433594
	Iteration 1F: 3 clusters Score -2176882 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2177278.250000 Penalty: 4748.433594
	Iteration 2F: 3 clusters Score -2177278 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2177590.750000 Penalty: 4748.433594
	Iteration 3F: 3 clusters Score -2177591 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2177838.500000 Penalty: 4748.433594
	Iteration 4Q: 3 clusters Score -2177838 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2178032.250000 Penalty: 4748.433594
	Iteration 5Q: 3 clusters Score -2178032 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2178197.500000 Penalty: 4748.433594
	Iteration 6Q: 3 clusters Score -2178198 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2178330.500000 Penalty: 4748.433594
	Iteration 7Q: 3 clusters Score -2178330 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2178480.000000 Penalty: 4748.433594
	Iteration 8Q: 3 clusters Score -2178480 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2178626.000000 Penalty: 4748.433594
	Iteration 9Q: 3 clusters Score -2178626 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2178804.750000 Penalty: 4748.433594
	Iteration 10Q: 3 clusters Score -2178805 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2178953.250000 Penalty: 4748.433594
	Iteration 11Q: 3 clusters Score -2178953 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2179129.000000 Penalty: 4748.433594
	Iteration 12Q: 3 clusters Score -2179129 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2179303.250000 Penalty: 4748.433594
	Iteration 13Q: 3 clusters Score -2179303 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2179493.750000 Penalty: 4748.433594
	Iteration 14Q: 3 clusters Score -2179494 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2179678.000000 Penalty: 4748.433594
	Iteration 15Q: 3 clusters Score -2179678 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2179822.500000 Penalty: 4748.433594
	Iteration 16Q: 3 clusters Score -2179822 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2179955.250000 Penalty: 4748.433594
	Iteration 17Q: 3 clusters Score -2179955 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2180097.250000 Penalty: 4748.433594
	Iteration 18Q: 3 clusters Score -2180097 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2180205.750000 Penalty: 4748.433594
	Iteration 19Q: 3 clusters Score -2180206 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2180296.750000 Penalty: 4748.433594
	Iteration 20F: 3 clusters Score -2180297 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2180363.000000 Penalty: 4748.433594
	Iteration 21Q: 3 clusters Score -2180363 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2180396.500000 Penalty: 4748.433594
	Iteration 22Q: 3 clusters Score -2180396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2180420.250000 Penalty: 4748.433594
	Iteration 23Q: 3 clusters Score -2180420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2180440.250000 Penalty: 4748.433594
	Iteration 24Q: 3 clusters Score -2180440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2180460.250000 Penalty: 4748.433594
	Iteration 25Q: 3 clusters Score -2180460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2180466.500000 Penalty: 4748.433594
	Iteration 26Q: 3 clusters Score -2180466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2180485.250000 Penalty: 4748.433594
	Iteration 27Q: 3 clusters Score -2180485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2180493.750000 Penalty: 4748.433594
	Iteration 28Q: 3 clusters Score -2180494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2180503.250000 Penalty: 4748.433594
	Iteration 29Q: 3 clusters Score -2180503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2180519.500000 Penalty: 4748.433594
	Iteration 30Q: 3 clusters Score -2180520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2180525.500000 Penalty: 4748.433594
	Iteration 31Q: 3 clusters Score -2180526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2180538.500000 Penalty: 4748.433594
	Iteration 32Q: 3 clusters Score -2180538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2180542.500000 Penalty: 4748.433594
	Iteration 33Q: 3 clusters Score -2180542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2180560.000000 Penalty: 4748.433594
	Iteration 34Q: 3 clusters Score -2180560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2180571.000000 Penalty: 4748.433594
	Iteration 35Q: 3 clusters Score -2180571 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2180585.250000 Penalty: 4748.433594
	Iteration 36Q: 3 clusters Score -2180585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2180596.500000 Penalty: 4748.433594
	Iteration 37Q: 3 clusters Score -2180596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2180605.500000 Penalty: 4748.433594
	Iteration 38Q: 3 clusters Score -2180606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2180605.750000 Penalty: 4748.433594
	Iteration 39Q: 3 clusters Score -2180606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2180615.000000 Penalty: 4748.433594
	Iteration 40F: 3 clusters Score -2180615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2180626.250000 Penalty: 4748.433594
	Iteration 41Q: 3 clusters Score -2180626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2180629.250000 Penalty: 4748.433594
	Iteration 42Q: 3 clusters Score -2180629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2180636.000000 Penalty: 4748.433594
	Iteration 43Q: 3 clusters Score -2180636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2180646.250000 Penalty: 4748.433594
	Iteration 44Q: 3 clusters Score -2180646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2180661.750000 Penalty: 4748.433594
	Iteration 45Q: 3 clusters Score -2180662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2180674.500000 Penalty: 4748.433594
	Iteration 46Q: 3 clusters Score -2180674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2180675.500000 Penalty: 4748.433594
	Iteration 47Q: 3 clusters Score -2180676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2180686.500000 Penalty: 4748.433594
	Iteration 48Q: 3 clusters Score -2180686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2180703.500000 Penalty: 4748.433594
	Iteration 49Q: 3 clusters Score -2180704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2180714.250000 Penalty: 4748.433594
	Iteration 50Q: 3 clusters Score -2180714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2180719.250000 Penalty: 4748.433594
	Iteration 51Q: 3 clusters Score -2180719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2180731.500000 Penalty: 4748.433594
	Iteration 52Q: 3 clusters Score -2180732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2180739.250000 Penalty: 4748.433594
	Iteration 53Q: 3 clusters Score -2180739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2180742.750000 Penalty: 4748.433594
	Iteration 54Q: 3 clusters Score -2180743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2180748.500000 Penalty: 4748.433594
	Iteration 55Q: 3 clusters Score -2180748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2180758.250000 Penalty: 4748.433594
	Iteration 56Q: 3 clusters Score -2180758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2180765.000000 Penalty: 4748.433594
	Iteration 57Q: 3 clusters Score -2180765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2180779.500000 Penalty: 4748.433594
	Iteration 58Q: 3 clusters Score -2180780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2180787.500000 Penalty: 4748.433594
	Iteration 59Q: 3 clusters Score -2180788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2180792.500000 Penalty: 4748.433594
	Iteration 60F: 3 clusters Score -2180792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2180809.500000 Penalty: 4748.433594
	Iteration 61Q: 3 clusters Score -2180810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2180823.750000 Penalty: 4748.433594
	Iteration 62Q: 3 clusters Score -2180824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2180840.000000 Penalty: 4748.433594
	Iteration 63Q: 3 clusters Score -2180840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2180840.250000 Penalty: 4748.433594
	Iteration 64Q: 3 clusters Score -2180840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2180860.250000 Penalty: 4748.433594
	Iteration 65Q: 3 clusters Score -2180860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2180882.000000 Penalty: 4748.433594
	Iteration 66Q: 3 clusters Score -2180882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2180902.000000 Penalty: 4748.433594
	Iteration 67Q: 3 clusters Score -2180902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2180912.750000 Penalty: 4748.433594
	Iteration 68Q: 3 clusters Score -2180913 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2180942.500000 Penalty: 4748.433594
	Iteration 69Q: 3 clusters Score -2180942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2180969.000000 Penalty: 4748.433594
	Iteration 70Q: 3 clusters Score -2180969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2180993.250000 Penalty: 4748.433594
	Iteration 71Q: 3 clusters Score -2180993 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2181026.750000 Penalty: 4748.433594
	Iteration 72Q: 3 clusters Score -2181027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2181067.250000 Penalty: 4748.433594
	Iteration 73Q: 3 clusters Score -2181067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2181113.250000 Penalty: 4748.433594
	Iteration 74Q: 3 clusters Score -2181113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2181143.000000 Penalty: 4748.433594
	Iteration 75Q: 3 clusters Score -2181143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2181166.000000 Penalty: 4748.433594
	Iteration 76Q: 3 clusters Score -2181166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2181186.250000 Penalty: 4748.433594
	Iteration 77Q: 3 clusters Score -2181186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2181212.750000 Penalty: 4748.433594
	Iteration 78Q: 3 clusters Score -2181213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2181246.500000 Penalty: 4748.433594
	Iteration 79Q: 3 clusters Score -2181246 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2181267.250000 Penalty: 4748.433594
	Iteration 80F: 3 clusters Score -2181267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2181296.750000 Penalty: 4748.433594
	Iteration 81Q: 3 clusters Score -2181297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2181318.000000 Penalty: 4748.433594
	Iteration 82Q: 3 clusters Score -2181318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2181336.750000 Penalty: 4748.433594
	Iteration 83Q: 3 clusters Score -2181337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2181351.750000 Penalty: 4748.433594
	Iteration 84Q: 3 clusters Score -2181352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2181362.500000 Penalty: 4748.433594
	Iteration 85Q: 3 clusters Score -2181362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2181380.500000 Penalty: 4748.433594
	Iteration 86Q: 3 clusters Score -2181380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2181395.750000 Penalty: 4748.433594
	Iteration 87Q: 3 clusters Score -2181396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2181412.500000 Penalty: 4748.433594
	Iteration 88Q: 3 clusters Score -2181412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2181417.000000 Penalty: 4748.433594
	Iteration 89Q: 3 clusters Score -2181417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2181427.750000 Penalty: 4748.433594
	Iteration 90Q: 3 clusters Score -2181428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2181444.000000 Penalty: 4748.433594
	Iteration 91Q: 3 clusters Score -2181444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2181458.250000 Penalty: 4748.433594
	Iteration 92Q: 3 clusters Score -2181458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2181469.500000 Penalty: 4748.433594
	Iteration 93Q: 3 clusters Score -2181470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2181488.000000 Penalty: 4748.433594
	Iteration 94Q: 3 clusters Score -2181488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2181506.000000 Penalty: 4748.433594
	Iteration 95Q: 3 clusters Score -2181506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2181525.250000 Penalty: 4748.433594
	Iteration 96Q: 3 clusters Score -2181525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2181539.250000 Penalty: 4748.433594
	Iteration 97Q: 3 clusters Score -2181539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2181559.500000 Penalty: 4748.433594
	Iteration 98Q: 3 clusters Score -2181560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2181572.000000 Penalty: 4748.433594
	Iteration 99Q: 3 clusters Score -2181572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2181582.750000 Penalty: 4748.433594
	Iteration 100F: 3 clusters Score -2181583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2181601.250000 Penalty: 4748.433594
	Iteration 101Q: 3 clusters Score -2181601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2181611.750000 Penalty: 4748.433594
	Iteration 102Q: 3 clusters Score -2181612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2181623.250000 Penalty: 4748.433594
	Iteration 103Q: 3 clusters Score -2181623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2181631.250000 Penalty: 4748.433594
	Iteration 104Q: 3 clusters Score -2181631 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2181649.500000 Penalty: 4748.433594
	Iteration 105Q: 3 clusters Score -2181650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2181658.000000 Penalty: 4748.433594
	Iteration 106Q: 3 clusters Score -2181658 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2181675.000000 Penalty: 4748.433594
	Iteration 107Q: 3 clusters Score -2181675 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2181683.250000 Penalty: 4748.433594
	Iteration 108Q: 3 clusters Score -2181683 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2181698.000000 Penalty: 4748.433594
	Iteration 109Q: 3 clusters Score -2181698 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2181699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2181707.500000 Penalty: 4748.433594
	Iteration 111Q: 3 clusters Score -2181708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2181713.750000 Penalty: 4748.433594
	Iteration 112Q: 3 clusters Score -2181714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2181728.500000 Penalty: 4748.433594
	Iteration 113Q: 3 clusters Score -2181728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2181732.500000 Penalty: 4748.433594
	Iteration 114Q: 3 clusters Score -2181732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2181747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2181751.750000 Penalty: 4748.433594
	Iteration 116Q: 3 clusters Score -2181752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2181766.500000 Penalty: 4748.433594
	Iteration 117Q: 3 clusters Score -2181766 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2181776 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2181792.750000 Penalty: 4748.433594
	Iteration 119Q: 3 clusters Score -2181793 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2181807.500000 Penalty: 4748.433594
	Iteration 120F: 3 clusters Score -2181808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2181809.000000 Penalty: 4748.433594
	Iteration 121Q: 3 clusters Score -2181809 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2181824.750000 Penalty: 4748.433594
	Iteration 122Q: 3 clusters Score -2181825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2181824.500000 Penalty: 4748.433594
	Iteration 123Q: 3 clusters Score -2181824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2181834.500000 Penalty: 4748.433594
	Iteration 124Q: 3 clusters Score -2181834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2181841.250000 Penalty: 4748.433594
	Iteration 125Q: 3 clusters Score -2181841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2181850.250000 Penalty: 4748.433594
	Iteration 126Q: 3 clusters Score -2181850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2181852.000000 Penalty: 4748.433594
	Iteration 127Q: 3 clusters Score -2181852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2181860.750000 Penalty: 4748.433594
	Iteration 128Q: 3 clusters Score -2181861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2181861.250000 Penalty: 4748.433594
	Iteration 129Q: 3 clusters Score -2181861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2181869.250000 Penalty: 4748.433594
	Iteration 130Q: 3 clusters Score -2181869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2181871.250000 Penalty: 4748.433594
	Iteration 131Q: 3 clusters Score -2181871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2181883.000000 Penalty: 4748.433594
	Iteration 132Q: 3 clusters Score -2181883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2181881.750000 Penalty: 4748.433594
	Iteration 133Q: 3 clusters Score -2181882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2181880.500000 Penalty: 4748.433594
	Iteration 134Q: 3 clusters Score -2181880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2181885.250000 Penalty: 4748.433594
	Iteration 135Q: 3 clusters Score -2181885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2181893.250000 Penalty: 4748.433594
	Iteration 136Q: 3 clusters Score -2181893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2181905.500000 Penalty: 4748.433594
	Iteration 137Q: 3 clusters Score -2181906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2181917.250000 Penalty: 4748.433594
	Iteration 138Q: 3 clusters Score -2181917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2181921.250000 Penalty: 4748.433594
	Iteration 139Q: 3 clusters Score -2181921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2181924.250000 Penalty: 4748.433594
	Iteration 140F: 3 clusters Score -2181924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2181923.750000 Penalty: 4748.433594
	Iteration 141Q: 3 clusters Score -2181924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2181927.750000 Penalty: 4748.433594
	Iteration 142Q: 3 clusters Score -2181928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2181929.500000 Penalty: 4748.433594
	Iteration 143Q: 3 clusters Score -2181930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2181936.500000 Penalty: 4748.433594
	Iteration 144Q: 3 clusters Score -2181936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2181936.500000 Penalty: 4748.433594
	Iteration 145Q: 3 clusters Score -2181936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2181944.750000 Penalty: 4748.433594
	Iteration 146Q: 3 clusters Score -2181945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2181948.750000 Penalty: 4748.433594
	Iteration 147Q: 3 clusters Score -2181949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2181953.500000 Penalty: 4748.433594
	Iteration 148Q: 3 clusters Score -2181954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2181954.500000 Penalty: 4748.433594
	Iteration 149Q: 3 clusters Score -2181954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2181958.500000 Penalty: 4748.433594
	Iteration 150Q: 3 clusters Score -2181958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2181960.750000 Penalty: 4748.433594
	Iteration 151Q: 3 clusters Score -2181961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2181958.250000 Penalty: 4748.433594
	Iteration 152Q: 3 clusters Score -2181958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2181967.000000 Penalty: 4748.433594
	Iteration 153Q: 3 clusters Score -2181967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2181966.250000 Penalty: 4748.433594
	Iteration 154Q: 3 clusters Score -2181966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2181970.000000 Penalty: 4748.433594
	Iteration 155Q: 3 clusters Score -2181970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2181974.750000 Penalty: 4748.433594
	Iteration 156Q: 3 clusters Score -2181975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2181978.000000 Penalty: 4748.433594
	Iteration 157Q: 3 clusters Score -2181978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2181979.250000 Penalty: 4748.433594
	Iteration 158Q: 3 clusters Score -2181979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2181982.250000 Penalty: 4748.433594
	Iteration 159Q: 3 clusters Score -2181982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2181982.250000 Penalty: 4748.433594
	Iteration 160F: 3 clusters Score -2181982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -189190.531250 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -189190.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -187017.875000 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -187017.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187476.421875 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -187476.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -187686.250000 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -187686.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187819.750000 Penalty: 3561.314697
	Iteration 3F: 3 clusters Score -187819.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187905.156250 Penalty: 3561.314697
	Iteration 4Q: 3 clusters Score -187905.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -187961.656250 Penalty: 3561.314697
	Iteration 5Q: 3 clusters Score -187961.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187998.171875 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -187998.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188036.687500 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -188036.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188073.000000 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -188073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188107.328125 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -188107.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188130.078125 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -188130.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -188145.953125 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -188146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188154.437500 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -188154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188161.562500 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -188161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188164.031250 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -188164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188165.062500 Penalty: 3561.314697
	Iteration 15Q: 3 clusters Score -188165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -188165.812500 Penalty: 3561.314697
	Iteration 16Q: 3 clusters Score -188165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188166.531250 Penalty: 3561.314697
	Iteration 17Q: 3 clusters Score -188166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188166.531250 Penalty: 3561.314697
	Iteration 18F: 3 clusters Score -188166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 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 391 members 
Entering Unmasked Estep 
Score: -101743.976562 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101744 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102136.523438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102136.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102317.304688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102317.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102479.140625 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102479.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102559.429688 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102661.507812 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102661.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102739.851562 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102739.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102792.710938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -102792.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102812.203125 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -102812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102835.843750 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -102835.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102874.195312 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -102874.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102904.523438 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -102904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102914.453125 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -102914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102921.554688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -102921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102923.937500 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -102923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102927.390625 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -102927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102931.992188 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -102932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102934.843750 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -102934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102942.195312 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -102942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102946.031250 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -102946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102953.507812 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -102953.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102956.351562 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -102956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102956.351562 Penalty: 3306.179199
	Iteration 22F: 3 clusters Score -102956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -88245.210938 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -88245.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86624.351562 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -86624.35 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87008.843750 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -87008.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87356.445312 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -87356.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87567.414062 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -87567.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87702.976562 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -87702.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87843.320312 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -87843.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87888.078125 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -87888.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -87904.445312 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -87904.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87915.367188 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -87915.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87916.718750 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -87916.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87916.718750 Penalty: 3229.088135
	Iteration 10F: 3 clusters Score -87916.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13846.540039 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13846.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13957.759766 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13957.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -14042.537109 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -14042.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -14075.652344 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -14075.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -14080.445312 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -14080.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -14080.445312 Penalty: 2447.499023
	Iteration 5F: 3 clusters Score -14080.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (117405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Entering Unmasked Estep 
Score: -18103108.000000 Penalty: 2894.999512
	Iteration 0F: 2 clusters Score -1.810311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -18032754.000000 Penalty: 5789.999023
	Iteration 0F: 3 clusters Score -1.803275e+07 nChanged 55656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -18066174.000000 Penalty: 5789.999023
	Iteration 1F: 3 clusters Score -1.806617e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -18067942.000000 Penalty: 5789.999023
	Iteration 2Q: 3 clusters Score -1.806794e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -18070586.000000 Penalty: 5789.999023
	Iteration 3Q: 3 clusters Score -1.807059e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -18074338.000000 Penalty: 5789.999023
	Iteration 4F: 3 clusters Score -1.807434e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -18079108.000000 Penalty: 5789.999023
	Iteration 5F: 3 clusters Score -1.807911e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -18084728.000000 Penalty: 5789.999023
	Iteration 6F: 3 clusters Score -1.808473e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -18090148.000000 Penalty: 5789.999023
	Iteration 7F: 3 clusters Score -1.809015e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -18093434.000000 Penalty: 5789.999023
	Iteration 8F: 3 clusters Score -1.809343e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -18094846.000000 Penalty: 5789.999023
	Iteration 9Q: 3 clusters Score -1.809485e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -18095632.000000 Penalty: 5789.999023
	Iteration 10Q: 3 clusters Score -1.809563e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -18096280.000000 Penalty: 5789.999023
	Iteration 11Q: 3 clusters Score -1.809628e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -18096718.000000 Penalty: 5789.999023
	Iteration 12Q: 3 clusters Score -1.809672e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -18097170.000000 Penalty: 5789.999023
	Iteration 13Q: 3 clusters Score -1.809717e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -18097698.000000 Penalty: 5789.999023
	Iteration 14Q: 3 clusters Score -1.80977e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -18098152.000000 Penalty: 5789.999023
	Iteration 15Q: 3 clusters Score -1.809815e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -18098602.000000 Penalty: 5789.999023
	Iteration 16Q: 3 clusters Score -1.80986e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -18098842.000000 Penalty: 5789.999023
	Iteration 17Q: 3 clusters Score -1.809884e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -18099168.000000 Penalty: 5789.999023
	Iteration 18Q: 3 clusters Score -1.809917e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -18099360.000000 Penalty: 5789.999023
	Iteration 19Q: 3 clusters Score -1.809936e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -18099580.000000 Penalty: 5789.999023
	Iteration 20F: 3 clusters Score -1.809958e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -18099682.000000 Penalty: 5789.999023
	Iteration 21Q: 3 clusters Score -1.809968e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -18099932.000000 Penalty: 5789.999023
	Iteration 22Q: 3 clusters Score -1.809993e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -18100014.000000 Penalty: 5789.999023
	Iteration 23Q: 3 clusters Score -1.810001e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -18100052.000000 Penalty: 5789.999023
	Iteration 24Q: 3 clusters Score -1.810005e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -18100046.000000 Penalty: 5789.999023
	Iteration 25Q: 3 clusters Score -1.810005e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -18100026.000000 Penalty: 5789.999023
	Iteration 26Q: 3 clusters Score -1.810003e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -18100016.000000 Penalty: 5789.999023
	Iteration 27Q: 3 clusters Score -1.810002e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -18100010.000000 Penalty: 5789.999023
	Iteration 28Q: 3 clusters Score -1.810001e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -18099996.000000 Penalty: 5789.999023
	Iteration 29Q: 3 clusters Score -1.81e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -18100002.000000 Penalty: 5789.999023
	Iteration 30Q: 3 clusters Score -1.81e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -18100052.000000 Penalty: 5789.999023
	Iteration 31Q: 3 clusters Score -1.810005e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -18100018.000000 Penalty: 5789.999023
	Iteration 32Q: 3 clusters Score -1.810002e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -18100010.000000 Penalty: 5789.999023
	Iteration 33Q: 3 clusters Score -1.810001e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -18100026.000000 Penalty: 5789.999023
	Iteration 34Q: 3 clusters Score -1.810003e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -18099954.000000 Penalty: 5789.999023
	Iteration 35Q: 3 clusters Score -1.809995e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -18099946.000000 Penalty: 5789.999023
	Iteration 36Q: 3 clusters Score -1.809995e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -18099966.000000 Penalty: 5789.999023
	Iteration 37Q: 3 clusters Score -1.809997e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -18099926.000000 Penalty: 5789.999023
	Iteration 38Q: 3 clusters Score -1.809993e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -18099922.000000 Penalty: 5789.999023
	Iteration 39Q: 3 clusters Score -1.809992e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -18099924.000000 Penalty: 5789.999023
	Iteration 40F: 3 clusters Score -1.809992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -18099936.000000 Penalty: 5789.999023
	Iteration 41Q: 3 clusters Score -1.809994e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -18099964.000000 Penalty: 5789.999023
	Iteration 42Q: 3 clusters Score -1.809996e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55143 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -18099936.000000 Penalty: 5789.999023
	Iteration 43Q: 3 clusters Score -1.809994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -18099892.000000 Penalty: 5789.999023
	Iteration 44Q: 3 clusters Score -1.809989e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -18099918.000000 Penalty: 5789.999023
	Iteration 45Q: 3 clusters Score -1.809992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -18099942.000000 Penalty: 5789.999023
	Iteration 46Q: 3 clusters Score -1.809994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -18099932.000000 Penalty: 5789.999023
	Iteration 47Q: 3 clusters Score -1.809993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -18099932.000000 Penalty: 5789.999023
	Iteration 48Q: 3 clusters Score -1.809993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -18099952.000000 Penalty: 5789.999023
	Iteration 49Q: 3 clusters Score -1.809995e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -18099944.000000 Penalty: 5789.999023
	Iteration 50Q: 3 clusters Score -1.809994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -18099948.000000 Penalty: 5789.999023
	Iteration 51Q: 3 clusters Score -1.809995e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -18099960.000000 Penalty: 5789.999023
	Iteration 52Q: 3 clusters Score -1.809996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -18099950.000000 Penalty: 5789.999023
	Iteration 53Q: 3 clusters Score -1.809995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -18099958.000000 Penalty: 5789.999023
	Iteration 54Q: 3 clusters Score -1.809996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 62617 members 
Entering Unmasked Estep 
Score: -18099950.000000 Penalty: 5789.999023
	Iteration 55Q: 3 clusters Score -1.809995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -18099942.000000 Penalty: 5789.999023
	Iteration 56Q: 3 clusters Score -1.809994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -18099928.000000 Penalty: 5789.999023
	Iteration 57Q: 3 clusters Score -1.809993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -18099924.000000 Penalty: 5789.999023
	Iteration 58Q: 3 clusters Score -1.809992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -18099930.000000 Penalty: 5789.999023
	Iteration 59Q: 3 clusters Score -1.809993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -18099918.000000 Penalty: 5789.999023
	Iteration 60F: 3 clusters Score -1.809992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -18099932.000000 Penalty: 5789.999023
	Iteration 61Q: 3 clusters Score -1.809993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 62722 members 
Entering Unmasked Estep 
Score: -18099926.000000 Penalty: 5789.999023
	Iteration 62Q: 3 clusters Score -1.809993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -18099900.000000 Penalty: 5789.999023
	Iteration 63Q: 3 clusters Score -1.80999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -18099902.000000 Penalty: 5789.999023
	Iteration 64Q: 3 clusters Score -1.80999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -18099912.000000 Penalty: 5789.999023
	Iteration 65Q: 3 clusters Score -1.809991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -18099894.000000 Penalty: 5789.999023
	Iteration 66Q: 3 clusters Score -1.809989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -18099874.000000 Penalty: 5789.999023
	Iteration 67Q: 3 clusters Score -1.809987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -18099888.000000 Penalty: 5789.999023
	Iteration 68Q: 3 clusters Score -1.809989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -18099880.000000 Penalty: 5789.999023
	Iteration 69Q: 3 clusters Score -1.809988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -18099880.000000 Penalty: 5789.999023
	Iteration 70Q: 3 clusters Score -1.809988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -18099852.000000 Penalty: 5789.999023
	Iteration 71Q: 3 clusters Score -1.809985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -18099866.000000 Penalty: 5789.999023
	Iteration 72Q: 3 clusters Score -1.809987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -18099862.000000 Penalty: 5789.999023
	Iteration 73Q: 3 clusters Score -1.809986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -18099850.000000 Penalty: 5789.999023
	Iteration 74Q: 3 clusters Score -1.809985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -18099854.000000 Penalty: 5789.999023
	Iteration 75Q: 3 clusters Score -1.809985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -18099856.000000 Penalty: 5789.999023
	Iteration 76Q: 3 clusters Score -1.809986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -18099852.000000 Penalty: 5789.999023
	Iteration 77Q: 3 clusters Score -1.809985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -18099856.000000 Penalty: 5789.999023
	Iteration 78Q: 3 clusters Score -1.809986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -18099856.000000 Penalty: 5789.999023
	Iteration 79Q: 3 clusters Score -1.809986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -18099856.000000 Penalty: 5789.999023
	Iteration 80F: 3 clusters Score -1.809986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -84415.914062 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -84415.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82840.718750 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -82840.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83097.703125 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -83097.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83208.132812 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -83208.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83310.945312 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -83310.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83411.859375 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -83411.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83478.835938 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -83478.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83525.273438 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -83525.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83602.445312 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -83602.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83705.023438 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -83705.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83778.929688 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -83778.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83837.406250 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -83837.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83914.367188 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -83914.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84063.437500 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -84063.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84172.843750 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -84172.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84287.359375 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -84287.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84325.429688 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -84325.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84349.718750 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -84349.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84393.882812 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -84393.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84411.718750 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -84411.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84411.718750 Penalty: 3179.446777
	Iteration 19F: 3 clusters Score -84411.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -77801.359375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -77801.36 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 316 members 
Entering Unmasked Estep 
Score: -76185.023438 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -76185.02 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76572.679688 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -76572.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76753.328125 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -76753.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76993.773438 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -76993.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77238.890625 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -77238.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -77341.351562 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -77341.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -77446.421875 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -77446.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77514.937500 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -77514.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77611.789062 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -77611.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -77684.734375 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -77684.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -77774.843750 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -77774.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77867.554688 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -77867.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -77923.320312 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -77923.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -77970.078125 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -77970.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -77987.335938 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -77987.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -78009.257812 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -78009.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -78017.218750 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -78017.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -78023.859375 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -78023.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -78037.523438 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -78037.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -78037.523438 Penalty: 3246.493408
	Iteration 19F: 3 clusters Score -78037.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 145105 members 
Mstep: Class 3 contains 147 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26475 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22582 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4494 members 
Mstep: Class 23 contains 37829 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 41014 members 
Mstep: Class 26 contains 17253 members 
Mstep: Class 27 contains 10974 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14378 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117405 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124078 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
Score: -104148696.000000 Penalty: 136814.000000
Splitting cluster 39 changes total score from -104148536.000000 to -104148696.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 40 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -178715.125000 Penalty: 1765.468994
	Iteration 0F: 2 clusters Score -178715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -176608.343750 Penalty: 3530.937988
	Iteration 0F: 3 clusters Score -176608.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -176921.187500 Penalty: 3530.937988
	Iteration 1F: 3 clusters Score -176921.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177010.468750 Penalty: 3530.937988
	Iteration 2F: 3 clusters Score -177010.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -177059.953125 Penalty: 3530.937988
	Iteration 3Q: 3 clusters Score -177060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177091.562500 Penalty: 3530.937988
	Iteration 4Q: 3 clusters Score -177091.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177109.515625 Penalty: 3530.937988
	Iteration 5Q: 3 clusters Score -177109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -177118.171875 Penalty: 3530.937988
	Iteration 6Q: 3 clusters Score -177118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177125.937500 Penalty: 3530.937988
	Iteration 7Q: 3 clusters Score -177125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -177128.265625 Penalty: 3530.937988
	Iteration 8Q: 3 clusters Score -177128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177133.171875 Penalty: 3530.937988
	Iteration 9Q: 3 clusters Score -177133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -177138.625000 Penalty: 3530.937988
	Iteration 10Q: 3 clusters Score -177138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177139.765625 Penalty: 3530.937988
	Iteration 11Q: 3 clusters Score -177139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -177139.765625 Penalty: 3530.937988
	Iteration 12F: 3 clusters Score -177139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19747.406250 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19747.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19846.837891 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19846.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19870.550781 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19870.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19870.550781 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -19870.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (124078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Entering Unmasked Estep 
Score: -19079808.000000 Penalty: 2908.708984
	Iteration 0F: 2 clusters Score -1.907981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -19003960.000000 Penalty: 5817.417969
	Iteration 0F: 3 clusters Score -1.900396e+07 nChanged 59109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -19038256.000000 Penalty: 5817.417969
	Iteration 1F: 3 clusters Score -1.903826e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -19039714.000000 Penalty: 5817.417969
	Iteration 2Q: 3 clusters Score -1.903971e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -19041836.000000 Penalty: 5817.417969
	Iteration 3Q: 3 clusters Score -1.904184e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -19044916.000000 Penalty: 5817.417969
	Iteration 4Q: 3 clusters Score -1.904492e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -19049356.000000 Penalty: 5817.417969
	Iteration 5F: 3 clusters Score -1.904936e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -19055052.000000 Penalty: 5817.417969
	Iteration 6F: 3 clusters Score -1.905505e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -19061716.000000 Penalty: 5817.417969
	Iteration 7F: 3 clusters Score -1.906172e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -19067126.000000 Penalty: 5817.417969
	Iteration 8F: 3 clusters Score -1.906713e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -19069756.000000 Penalty: 5817.417969
	Iteration 9Q: 3 clusters Score -1.906976e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -19070854.000000 Penalty: 5817.417969
	Iteration 10Q: 3 clusters Score -1.907085e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -19071566.000000 Penalty: 5817.417969
	Iteration 11Q: 3 clusters Score -1.907157e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -19072258.000000 Penalty: 5817.417969
	Iteration 12Q: 3 clusters Score -1.907226e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -19072962.000000 Penalty: 5817.417969
	Iteration 13Q: 3 clusters Score -1.907296e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -19073572.000000 Penalty: 5817.417969
	Iteration 14Q: 3 clusters Score -1.907357e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -19074222.000000 Penalty: 5817.417969
	Iteration 15Q: 3 clusters Score -1.907422e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -19074764.000000 Penalty: 5817.417969
	Iteration 16Q: 3 clusters Score -1.907476e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -19075418.000000 Penalty: 5817.417969
	Iteration 17Q: 3 clusters Score -1.907542e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -19076190.000000 Penalty: 5817.417969
	Iteration 18Q: 3 clusters Score -1.907619e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -19077182.000000 Penalty: 5817.417969
	Iteration 19Q: 3 clusters Score -1.907718e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -19078212.000000 Penalty: 5817.417969
	Iteration 20F: 3 clusters Score -1.907821e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -19079056.000000 Penalty: 5817.417969
	Iteration 21Q: 3 clusters Score -1.907906e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -19079846.000000 Penalty: 5817.417969
	Iteration 22Q: 3 clusters Score -1.907985e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -19080452.000000 Penalty: 5817.417969
	Iteration 23Q: 3 clusters Score -1.908045e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -19080806.000000 Penalty: 5817.417969
	Iteration 24Q: 3 clusters Score -1.908081e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -19081126.000000 Penalty: 5817.417969
	Iteration 25Q: 3 clusters Score -1.908113e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -19081248.000000 Penalty: 5817.417969
	Iteration 26Q: 3 clusters Score -1.908125e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -19081364.000000 Penalty: 5817.417969
	Iteration 27Q: 3 clusters Score -1.908136e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -19081536.000000 Penalty: 5817.417969
	Iteration 28Q: 3 clusters Score -1.908154e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -19081544.000000 Penalty: 5817.417969
	Iteration 29Q: 3 clusters Score -1.908154e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -19081502.000000 Penalty: 5817.417969
	Iteration 30Q: 3 clusters Score -1.90815e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -19081446.000000 Penalty: 5817.417969
	Iteration 31Q: 3 clusters Score -1.908145e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -19081384.000000 Penalty: 5817.417969
	Iteration 32Q: 3 clusters Score -1.908138e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -19081330.000000 Penalty: 5817.417969
	Iteration 33Q: 3 clusters Score -1.908133e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -19081226.000000 Penalty: 5817.417969
	Iteration 34Q: 3 clusters Score -1.908123e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 113804 members 
Entering Unmasked Estep 
Score: -19081046.000000 Penalty: 5817.417969
	Iteration 35Q: 3 clusters Score -1.908105e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -19080888.000000 Penalty: 5817.417969
	Iteration 36Q: 3 clusters Score -1.908089e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -19080702.000000 Penalty: 5817.417969
	Iteration 37Q: 3 clusters Score -1.90807e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -19080570.000000 Penalty: 5817.417969
	Iteration 38Q: 3 clusters Score -1.908057e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 116554 members 
Entering Unmasked Estep 
Score: -19080468.000000 Penalty: 5817.417969
	Iteration 39Q: 3 clusters Score -1.908047e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 117109 members 
Entering Unmasked Estep 
Score: -19080294.000000 Penalty: 5817.417969
	Iteration 40F: 3 clusters Score -1.908029e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -19080164.000000 Penalty: 5817.417969
	Iteration 41Q: 3 clusters Score -1.908016e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 118178 members 
Entering Unmasked Estep 
Score: -19080020.000000 Penalty: 5817.417969
	Iteration 42Q: 3 clusters Score -1.908002e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -19079920.000000 Penalty: 5817.417969
	Iteration 43Q: 3 clusters Score -1.907992e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -19079768.000000 Penalty: 5817.417969
	Iteration 44Q: 3 clusters Score -1.907977e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 119417 members 
Entering Unmasked Estep 
Score: -19079616.000000 Penalty: 5817.417969
	Iteration 45Q: 3 clusters Score -1.907962e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -19079490.000000 Penalty: 5817.417969
	Iteration 46Q: 3 clusters Score -1.907949e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -19079354.000000 Penalty: 5817.417969
	Iteration 47Q: 3 clusters Score -1.907935e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 120230 members 
Entering Unmasked Estep 
Score: -19079284.000000 Penalty: 5817.417969
	Iteration 48Q: 3 clusters Score -1.907928e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -19079188.000000 Penalty: 5817.417969
	Iteration 49Q: 3 clusters Score -1.907919e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 120651 members 
Entering Unmasked Estep 
Score: -19079118.000000 Penalty: 5817.417969
	Iteration 50Q: 3 clusters Score -1.907912e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -19079000.000000 Penalty: 5817.417969
	Iteration 51Q: 3 clusters Score -1.9079e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 121039 members 
Entering Unmasked Estep 
Score: -19078964.000000 Penalty: 5817.417969
	Iteration 52Q: 3 clusters Score -1.907896e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -19078938.000000 Penalty: 5817.417969
	Iteration 53Q: 3 clusters Score -1.907894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -19078838.000000 Penalty: 5817.417969
	Iteration 54Q: 3 clusters Score -1.907884e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -19078824.000000 Penalty: 5817.417969
	Iteration 55Q: 3 clusters Score -1.907882e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -19078780.000000 Penalty: 5817.417969
	Iteration 56Q: 3 clusters Score -1.907878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -19078738.000000 Penalty: 5817.417969
	Iteration 57Q: 3 clusters Score -1.907874e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -19078726.000000 Penalty: 5817.417969
	Iteration 58Q: 3 clusters Score -1.907873e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 121837 members 
Entering Unmasked Estep 
Score: -19078720.000000 Penalty: 5817.417969
	Iteration 59Q: 3 clusters Score -1.907872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 121902 members 
Entering Unmasked Estep 
Score: -19078714.000000 Penalty: 5817.417969
	Iteration 60F: 3 clusters Score -1.907871e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 121952 members 
Entering Unmasked Estep 
Score: -19078714.000000 Penalty: 5817.417969
	Iteration 61Q: 3 clusters Score -1.907871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -19078660.000000 Penalty: 5817.417969
	Iteration 62Q: 3 clusters Score -1.907866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 122021 members 
Entering Unmasked Estep 
Score: -19078648.000000 Penalty: 5817.417969
	Iteration 63Q: 3 clusters Score -1.907865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 122044 members 
Entering Unmasked Estep 
Score: -19078646.000000 Penalty: 5817.417969
	Iteration 64Q: 3 clusters Score -1.907865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -19078632.000000 Penalty: 5817.417969
	Iteration 65Q: 3 clusters Score -1.907863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -19078644.000000 Penalty: 5817.417969
	Iteration 66Q: 3 clusters Score -1.907864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -19078650.000000 Penalty: 5817.417969
	Iteration 67Q: 3 clusters Score -1.907865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 122117 members 
Entering Unmasked Estep 
Score: -19078636.000000 Penalty: 5817.417969
	Iteration 68Q: 3 clusters Score -1.907864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -19078626.000000 Penalty: 5817.417969
	Iteration 69Q: 3 clusters Score -1.907863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -19078618.000000 Penalty: 5817.417969
	Iteration 70Q: 3 clusters Score -1.907862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 122180 members 
Entering Unmasked Estep 
Score: -19078612.000000 Penalty: 5817.417969
	Iteration 71Q: 3 clusters Score -1.907861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -19078614.000000 Penalty: 5817.417969
	Iteration 72Q: 3 clusters Score -1.907861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 122216 members 
Entering Unmasked Estep 
Score: -19078612.000000 Penalty: 5817.417969
	Iteration 73Q: 3 clusters Score -1.907861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -19078628.000000 Penalty: 5817.417969
	Iteration 74Q: 3 clusters Score -1.907863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -19078620.000000 Penalty: 5817.417969
	Iteration 75Q: 3 clusters Score -1.907862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -19078634.000000 Penalty: 5817.417969
	Iteration 76Q: 3 clusters Score -1.907863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -19078644.000000 Penalty: 5817.417969
	Iteration 77Q: 3 clusters Score -1.907864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 122280 members 
Entering Unmasked Estep 
Score: -19078634.000000 Penalty: 5817.417969
	Iteration 78Q: 3 clusters Score -1.907863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -19078620.000000 Penalty: 5817.417969
	Iteration 79Q: 3 clusters Score -1.907862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -19078606.000000 Penalty: 5817.417969
	Iteration 80F: 3 clusters Score -1.907861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 122297 members 
Entering Unmasked Estep 
Score: -19078600.000000 Penalty: 5817.417969
	Iteration 81Q: 3 clusters Score -1.90786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 122298 members 
Entering Unmasked Estep 
Score: -19078588.000000 Penalty: 5817.417969
	Iteration 82Q: 3 clusters Score -1.907859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -19078586.000000 Penalty: 5817.417969
	Iteration 83Q: 3 clusters Score -1.907859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -19078592.000000 Penalty: 5817.417969
	Iteration 84Q: 3 clusters Score -1.907859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -19078596.000000 Penalty: 5817.417969
	Iteration 85Q: 3 clusters Score -1.90786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -19078596.000000 Penalty: 5817.417969
	Iteration 86Q: 3 clusters Score -1.90786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 122313 members 
Entering Unmasked Estep 
Score: -19078590.000000 Penalty: 5817.417969
	Iteration 87Q: 3 clusters Score -1.907859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -19078586.000000 Penalty: 5817.417969
	Iteration 88Q: 3 clusters Score -1.907859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -19078582.000000 Penalty: 5817.417969
	Iteration 89Q: 3 clusters Score -1.907858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 122319 members 
Entering Unmasked Estep 
Score: -19078584.000000 Penalty: 5817.417969
	Iteration 90Q: 3 clusters Score -1.907858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -19078572.000000 Penalty: 5817.417969
	Iteration 91Q: 3 clusters Score -1.907857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -19078560.000000 Penalty: 5817.417969
	Iteration 92Q: 3 clusters Score -1.907856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 122323 members 
Entering Unmasked Estep 
Score: -19078560.000000 Penalty: 5817.417969
	Iteration 93F: 3 clusters Score -1.907856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: 52449.070312 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 52449.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 145105 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26475 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22582 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4494 members 
Mstep: Class 23 contains 37829 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 41014 members 
Mstep: Class 26 contains 17253 members 
Mstep: Class 27 contains 10974 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3255 members 
Mstep: Class 30 contains 333 members 
Mstep: Class 31 contains 14378 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117405 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 124078 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149128.000000 Penalty: 136814.000000
Iteration 319Q: 42 clusters Score -1.041491e+08 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 145674 members 
Mstep: Class 3 contains 147 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26490 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2330 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15834 members 
Mstep: Class 16 contains 15193 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 817 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2430 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 37831 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 41037 members 
Mstep: Class 26 contains 17235 members 
Mstep: Class 27 contains 10975 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3246 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 14382 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 117148 members 
Mstep: Class 38 contains 608 members 
Mstep: Class 39 contains 568 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123851 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148880.000000 Penalty: 136814.000000
Iteration 320F: 42 clusters Score -1.041489e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 146324 members 
Mstep: Class 3 contains 159 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22567 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15833 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 4414 members 
Mstep: Class 23 contains 37830 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 41045 members 
Mstep: Class 26 contains 17208 members 
Mstep: Class 27 contains 10972 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3250 members 
Mstep: Class 30 contains 297 members 
Mstep: Class 31 contains 14385 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 671 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116774 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 582 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123616 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148984.000000 Penalty: 136814.000000
Iteration 321Q: 42 clusters Score -1.04149e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 146986 members 
Mstep: Class 3 contains 162 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26525 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 37827 members 
Mstep: Class 24 contains 4397 members 
Mstep: Class 25 contains 41055 members 
Mstep: Class 26 contains 17181 members 
Mstep: Class 27 contains 10972 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3251 members 
Mstep: Class 30 contains 284 members 
Mstep: Class 31 contains 14383 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116390 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 591 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123367 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149264.000000 Penalty: 136814.000000
Iteration 322Q: 42 clusters Score -1.041493e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 147624 members 
Mstep: Class 3 contains 162 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26530 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 5682 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15838 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 4397 members 
Mstep: Class 25 contains 41074 members 
Mstep: Class 26 contains 17156 members 
Mstep: Class 27 contains 10974 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3251 members 
Mstep: Class 30 contains 279 members 
Mstep: Class 31 contains 14382 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 116018 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 598 members 
Mstep: Class 40 contains 1237 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 123132 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149176.000000 Penalty: 136814.000000
Iteration 323Q: 42 clusters Score -1.041492e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 148266 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 22550 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15843 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37808 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 41091 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 10974 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3256 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 14384 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115638 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 603 members 
Mstep: Class 40 contains 1238 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122881 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149288.000000 Penalty: 136814.000000
Iteration 324Q: 42 clusters Score -1.041493e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 148877 members 
Mstep: Class 3 contains 162 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26550 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 22547 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 37804 members 
Mstep: Class 24 contains 4400 members 
Mstep: Class 25 contains 41117 members 
Mstep: Class 26 contains 17090 members 
Mstep: Class 27 contains 10981 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 272 members 
Mstep: Class 31 contains 14380 members 
Mstep: Class 33 contains 1317 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 115296 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 607 members 
Mstep: Class 40 contains 1235 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122616 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149056.000000 Penalty: 136814.000000
Iteration 325Q: 42 clusters Score -1.041491e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 149468 members 
Mstep: Class 3 contains 160 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26559 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22543 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 37798 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 41133 members 
Mstep: Class 26 contains 17064 members 
Mstep: Class 27 contains 10980 members 
Mstep: Class 28 contains 2229 members 
Mstep: Class 29 contains 3260 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 14379 members 
Mstep: Class 33 contains 1322 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114967 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 1231 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122381 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149040.000000 Penalty: 136814.000000
Iteration 326Q: 42 clusters Score -1.04149e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 150018 members 
Mstep: Class 3 contains 159 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26570 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 37789 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 41169 members 
Mstep: Class 26 contains 17039 members 
Mstep: Class 27 contains 10980 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3263 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114631 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 616 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 122162 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148992.000000 Penalty: 136814.000000
Iteration 327Q: 42 clusters Score -1.04149e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 150567 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22535 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 37784 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 41208 members 
Mstep: Class 26 contains 17016 members 
Mstep: Class 27 contains 10985 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3264 members 
Mstep: Class 30 contains 266 members 
Mstep: Class 31 contains 14374 members 
Mstep: Class 33 contains 1326 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 114262 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 619 members 
Mstep: Class 40 contains 1228 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121970 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148872.000000 Penalty: 136814.000000
Iteration 328Q: 42 clusters Score -1.041489e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 151079 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3263 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22540 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 4375 members 
Mstep: Class 23 contains 37783 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 41248 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 10983 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3268 members 
Mstep: Class 30 contains 264 members 
Mstep: Class 31 contains 14372 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113961 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 621 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121728 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148800.000000 Penalty: 136814.000000
Iteration 329Q: 42 clusters Score -1.041488e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 151622 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30770 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22538 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15190 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4372 members 
Mstep: Class 23 contains 37779 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 41274 members 
Mstep: Class 26 contains 16992 members 
Mstep: Class 27 contains 10983 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3269 members 
Mstep: Class 30 contains 262 members 
Mstep: Class 31 contains 14376 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113659 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 623 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121489 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149072.000000 Penalty: 136814.000000
Iteration 330Q: 42 clusters Score -1.041491e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 152105 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26573 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 37774 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 41308 members 
Mstep: Class 26 contains 16988 members 
Mstep: Class 27 contains 10985 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3271 members 
Mstep: Class 30 contains 259 members 
Mstep: Class 31 contains 14381 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113388 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 626 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121260 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149616.000000 Penalty: 136814.000000
Iteration 331Q: 42 clusters Score -1.041496e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 152513 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 9730 members 
Mstep: Class 9 contains 2315 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22526 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 37768 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 41332 members 
Mstep: Class 26 contains 16984 members 
Mstep: Class 27 contains 10989 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 254 members 
Mstep: Class 31 contains 14385 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 113167 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 630 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 121058 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149656.000000 Penalty: 136814.000000
Iteration 332Q: 42 clusters Score -1.041497e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 152923 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26561 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5617 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22512 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 4382 members 
Mstep: Class 23 contains 37759 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 41364 members 
Mstep: Class 26 contains 16976 members 
Mstep: Class 27 contains 10988 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3279 members 
Mstep: Class 30 contains 252 members 
Mstep: Class 31 contains 14388 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112960 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 632 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120855 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149576.000000 Penalty: 136814.000000
Iteration 333Q: 42 clusters Score -1.041496e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 153311 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26553 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22492 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 37743 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 41398 members 
Mstep: Class 26 contains 16965 members 
Mstep: Class 27 contains 10986 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3285 members 
Mstep: Class 30 contains 250 members 
Mstep: Class 31 contains 14392 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112761 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 634 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120683 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149480.000000 Penalty: 136814.000000
Iteration 334Q: 42 clusters Score -1.041495e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 153697 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26551 members 
Mstep: Class 8 contains 9728 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22482 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 37736 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 41441 members 
Mstep: Class 26 contains 16936 members 
Mstep: Class 27 contains 10989 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 249 members 
Mstep: Class 31 contains 14393 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112529 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 635 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120530 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149664.000000 Penalty: 136814.000000
Iteration 335Q: 42 clusters Score -1.041497e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 154062 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26548 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22472 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15848 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 37729 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 41481 members 
Mstep: Class 26 contains 16924 members 
Mstep: Class 27 contains 10990 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 248 members 
Mstep: Class 31 contains 14391 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112332 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 636 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120347 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149760.000000 Penalty: 136814.000000
Iteration 336Q: 42 clusters Score -1.041498e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 154429 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26538 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22470 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 37714 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 41518 members 
Mstep: Class 26 contains 16919 members 
Mstep: Class 27 contains 10990 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14390 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 112110 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 637 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120190 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149896.000000 Penalty: 136814.000000
Iteration 337Q: 42 clusters Score -1.041499e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 154791 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26539 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4391 members 
Mstep: Class 23 contains 37696 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 41541 members 
Mstep: Class 26 contains 16916 members 
Mstep: Class 27 contains 10991 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14396 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111849 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 120084 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150072.000000 Penalty: 136814.000000
Iteration 338Q: 42 clusters Score -1.041501e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 155055 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26546 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22467 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 37679 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 41585 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 10991 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14397 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111637 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119997 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150032.000000 Penalty: 136814.000000
Iteration 339Q: 42 clusters Score -1.0415e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 155307 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26541 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 5602 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4382 members 
Mstep: Class 23 contains 37665 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 41613 members 
Mstep: Class 26 contains 16907 members 
Mstep: Class 27 contains 10990 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14401 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111437 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119938 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150032.000000 Penalty: 136814.000000
Iteration 340F: 42 clusters Score -1.0415e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 155526 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22477 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 37639 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 41617 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14406 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111263 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119904 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150184.000000 Penalty: 136814.000000
Iteration 341Q: 42 clusters Score -1.041502e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 155733 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26532 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22481 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 37617 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 41601 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 10990 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14414 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 111087 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119903 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150280.000000 Penalty: 136814.000000
Iteration 342Q: 42 clusters Score -1.041503e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 155936 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26524 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22484 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 37605 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 41597 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 10994 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14418 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110986 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119821 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150520.000000 Penalty: 136814.000000
Iteration 343Q: 42 clusters Score -1.041505e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 156101 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26521 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 37593 members 
Mstep: Class 24 contains 4453 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 16897 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110929 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119748 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150456.000000 Penalty: 136814.000000
Iteration 344Q: 42 clusters Score -1.041505e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 156218 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 5590 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22485 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 37585 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 41577 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 10997 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14420 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110905 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119689 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150288.000000 Penalty: 136814.000000
Iteration 345Q: 42 clusters Score -1.041503e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 156335 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26516 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 37574 members 
Mstep: Class 24 contains 4450 members 
Mstep: Class 25 contains 41555 members 
Mstep: Class 26 contains 16884 members 
Mstep: Class 27 contains 10994 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110918 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119600 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150584.000000 Penalty: 136814.000000
Iteration 346Q: 42 clusters Score -1.041506e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 156479 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26512 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 37564 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 41550 members 
Mstep: Class 26 contains 16882 members 
Mstep: Class 27 contains 10994 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14425 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110824 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119563 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150840.000000 Penalty: 136814.000000
Iteration 347Q: 42 clusters Score -1.041508e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 156566 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30746 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26508 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22493 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 37551 members 
Mstep: Class 24 contains 4457 members 
Mstep: Class 25 contains 41543 members 
Mstep: Class 26 contains 16874 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14429 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110796 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119526 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151112.000000 Penalty: 136814.000000
Iteration 348Q: 42 clusters Score -1.041511e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 156658 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26510 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22490 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 37539 members 
Mstep: Class 24 contains 4462 members 
Mstep: Class 25 contains 41544 members 
Mstep: Class 26 contains 16875 members 
Mstep: Class 27 contains 10997 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14430 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110743 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119486 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150960.000000 Penalty: 136814.000000
Iteration 349Q: 42 clusters Score -1.04151e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 156759 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 37528 members 
Mstep: Class 24 contains 4463 members 
Mstep: Class 25 contains 41536 members 
Mstep: Class 26 contains 16870 members 
Mstep: Class 27 contains 10999 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14432 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110742 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119407 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151304.000000 Penalty: 136814.000000
Iteration 350Q: 42 clusters Score -1.041513e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 156885 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26502 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 37528 members 
Mstep: Class 24 contains 4462 members 
Mstep: Class 25 contains 41525 members 
Mstep: Class 26 contains 16862 members 
Mstep: Class 27 contains 11000 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3319 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14432 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110729 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119311 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151336.000000 Penalty: 136814.000000
Iteration 351Q: 42 clusters Score -1.041513e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 156980 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26494 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22480 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 37525 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 41515 members 
Mstep: Class 26 contains 16863 members 
Mstep: Class 27 contains 10999 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14436 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110701 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119272 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151368.000000 Penalty: 136814.000000
Iteration 352Q: 42 clusters Score -1.041514e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 157095 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26492 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22471 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4377 members 
Mstep: Class 23 contains 37521 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 41506 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10999 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14438 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110687 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119199 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151368.000000 Penalty: 136814.000000
Iteration 353Q: 42 clusters Score -1.041514e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 157190 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 8 contains 9724 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22473 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4376 members 
Mstep: Class 23 contains 37505 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 41506 members 
Mstep: Class 26 contains 16849 members 
Mstep: Class 27 contains 11002 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3317 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14443 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110679 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119123 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151296.000000 Penalty: 136814.000000
Iteration 354Q: 42 clusters Score -1.041513e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 157268 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26498 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22468 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4379 members 
Mstep: Class 23 contains 37496 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 41506 members 
Mstep: Class 26 contains 16852 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110726 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 119004 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151376.000000 Penalty: 136814.000000
Iteration 355Q: 42 clusters Score -1.041514e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 157330 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5566 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22465 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 37490 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 41515 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 11001 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110756 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118905 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151400.000000 Penalty: 136814.000000
Iteration 356Q: 42 clusters Score -1.041514e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 157397 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26508 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4381 members 
Mstep: Class 23 contains 37481 members 
Mstep: Class 24 contains 4462 members 
Mstep: Class 25 contains 41514 members 
Mstep: Class 26 contains 16856 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3318 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14448 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110763 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118825 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151536.000000 Penalty: 136814.000000
Iteration 357Q: 42 clusters Score -1.041515e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 157443 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26502 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22459 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4383 members 
Mstep: Class 23 contains 37472 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 41521 members 
Mstep: Class 26 contains 16853 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3316 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110800 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118748 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151496.000000 Penalty: 136814.000000
Iteration 358Q: 42 clusters Score -1.041515e+08 nChanged 712
Entering ConstructFrom: 
Score: -104151496.000000 Penalty: 136814.000000
Entering ConstructFrom: 
Trying to split cluster 1 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -2316587.500000 Penalty: 2408.116211
	Iteration 0F: 2 clusters Score -2316588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2304874.500000 Penalty: 4816.232422
	Iteration 0F: 3 clusters Score -2304874 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2309078.250000 Penalty: 4816.232422
	Iteration 1F: 3 clusters Score -2309078 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2309795.500000 Penalty: 4816.232422
	Iteration 2F: 3 clusters Score -2309796 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2310486.250000 Penalty: 4816.232422
	Iteration 3F: 3 clusters Score -2310486 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2311190.000000 Penalty: 4816.232422
	Iteration 4F: 3 clusters Score -2311190 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2311868.000000 Penalty: 4816.232422
	Iteration 5F: 3 clusters Score -2311868 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2312442.750000 Penalty: 4816.232422
	Iteration 6F: 3 clusters Score -2312443 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2312892.500000 Penalty: 4816.232422
	Iteration 7Q: 3 clusters Score -2312892 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2313230.750000 Penalty: 4816.232422
	Iteration 8Q: 3 clusters Score -2313231 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2313489.250000 Penalty: 4816.232422
	Iteration 9Q: 3 clusters Score -2313489 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2313684.750000 Penalty: 4816.232422
	Iteration 10Q: 3 clusters Score -2313685 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2313777.250000 Penalty: 4816.232422
	Iteration 11Q: 3 clusters Score -2313777 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2313842.750000 Penalty: 4816.232422
	Iteration 12Q: 3 clusters Score -2313843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2313891.500000 Penalty: 4816.232422
	Iteration 13Q: 3 clusters Score -2313892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2313933.500000 Penalty: 4816.232422
	Iteration 14Q: 3 clusters Score -2313934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2313947.750000 Penalty: 4816.232422
	Iteration 15Q: 3 clusters Score -2313948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2313975.750000 Penalty: 4816.232422
	Iteration 16Q: 3 clusters Score -2313976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2313988.250000 Penalty: 4816.232422
	Iteration 17Q: 3 clusters Score -2313988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2313995.750000 Penalty: 4816.232422
	Iteration 18Q: 3 clusters Score -2313996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2314010.250000 Penalty: 4816.232422
	Iteration 19Q: 3 clusters Score -2314010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2314019.250000 Penalty: 4816.232422
	Iteration 20F: 3 clusters Score -2314019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2314033.250000 Penalty: 4816.232422
	Iteration 21Q: 3 clusters Score -2314033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2314041.250000 Penalty: 4816.232422
	Iteration 22Q: 3 clusters Score -2314041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2314047.000000 Penalty: 4816.232422
	Iteration 23Q: 3 clusters Score -2314047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2314052.500000 Penalty: 4816.232422
	Iteration 24Q: 3 clusters Score -2314052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2314069.250000 Penalty: 4816.232422
	Iteration 25Q: 3 clusters Score -2314069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2314070.500000 Penalty: 4816.232422
	Iteration 26Q: 3 clusters Score -2314070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2314080.500000 Penalty: 4816.232422
	Iteration 27Q: 3 clusters Score -2314080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2314080.000000 Penalty: 4816.232422
	Iteration 28Q: 3 clusters Score -2314080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2314098.500000 Penalty: 4816.232422
	Iteration 29Q: 3 clusters Score -2314098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2314104.000000 Penalty: 4816.232422
	Iteration 30Q: 3 clusters Score -2314104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2314106.000000 Penalty: 4816.232422
	Iteration 31Q: 3 clusters Score -2314106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2314104.250000 Penalty: 4816.232422
	Iteration 32Q: 3 clusters Score -2314104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2314111.250000 Penalty: 4816.232422
	Iteration 33Q: 3 clusters Score -2314111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2314126.000000 Penalty: 4816.232422
	Iteration 34Q: 3 clusters Score -2314126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2314130.250000 Penalty: 4816.232422
	Iteration 35Q: 3 clusters Score -2314130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2314128.500000 Penalty: 4816.232422
	Iteration 36Q: 3 clusters Score -2314128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2314142.250000 Penalty: 4816.232422
	Iteration 37Q: 3 clusters Score -2314142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2314142.000000 Penalty: 4816.232422
	Iteration 38Q: 3 clusters Score -2314142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2314164.750000 Penalty: 4816.232422
	Iteration 39Q: 3 clusters Score -2314165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2314175.500000 Penalty: 4816.232422
	Iteration 40F: 3 clusters Score -2314176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2314195.000000 Penalty: 4816.232422
	Iteration 41Q: 3 clusters Score -2314195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2314198.500000 Penalty: 4816.232422
	Iteration 42Q: 3 clusters Score -2314198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2314208.000000 Penalty: 4816.232422
	Iteration 43Q: 3 clusters Score -2314208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2314224.250000 Penalty: 4816.232422
	Iteration 44Q: 3 clusters Score -2314224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2314236.500000 Penalty: 4816.232422
	Iteration 45Q: 3 clusters Score -2314236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2314243.000000 Penalty: 4816.232422
	Iteration 46Q: 3 clusters Score -2314243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2314262.250000 Penalty: 4816.232422
	Iteration 47Q: 3 clusters Score -2314262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2314274.250000 Penalty: 4816.232422
	Iteration 48Q: 3 clusters Score -2314274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2314295.500000 Penalty: 4816.232422
	Iteration 49Q: 3 clusters Score -2314296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2314304.000000 Penalty: 4816.232422
	Iteration 50Q: 3 clusters Score -2314304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2314310.000000 Penalty: 4816.232422
	Iteration 51Q: 3 clusters Score -2314310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2314313.000000 Penalty: 4816.232422
	Iteration 52Q: 3 clusters Score -2314313 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2314328.750000 Penalty: 4816.232422
	Iteration 53Q: 3 clusters Score -2314329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2314339.750000 Penalty: 4816.232422
	Iteration 54Q: 3 clusters Score -2314340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2314347.500000 Penalty: 4816.232422
	Iteration 55Q: 3 clusters Score -2314348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2314358.250000 Penalty: 4816.232422
	Iteration 56Q: 3 clusters Score -2314358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2314371.500000 Penalty: 4816.232422
	Iteration 57Q: 3 clusters Score -2314372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2314394.500000 Penalty: 4816.232422
	Iteration 58Q: 3 clusters Score -2314394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2314422.250000 Penalty: 4816.232422
	Iteration 59Q: 3 clusters Score -2314422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2314435.000000 Penalty: 4816.232422
	Iteration 60F: 3 clusters Score -2314435 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2314453.500000 Penalty: 4816.232422
	Iteration 61Q: 3 clusters Score -2314454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2314484.000000 Penalty: 4816.232422
	Iteration 62Q: 3 clusters Score -2314484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2314504.500000 Penalty: 4816.232422
	Iteration 63Q: 3 clusters Score -2314504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2314530.500000 Penalty: 4816.232422
	Iteration 64Q: 3 clusters Score -2314530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2314564.750000 Penalty: 4816.232422
	Iteration 65Q: 3 clusters Score -2314565 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2314590.750000 Penalty: 4816.232422
	Iteration 66Q: 3 clusters Score -2314591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2314606.250000 Penalty: 4816.232422
	Iteration 67Q: 3 clusters Score -2314606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2314634.500000 Penalty: 4816.232422
	Iteration 68Q: 3 clusters Score -2314634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2314651.000000 Penalty: 4816.232422
	Iteration 69Q: 3 clusters Score -2314651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2314671.000000 Penalty: 4816.232422
	Iteration 70Q: 3 clusters Score -2314671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2314686.000000 Penalty: 4816.232422
	Iteration 71Q: 3 clusters Score -2314686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2314704.750000 Penalty: 4816.232422
	Iteration 72Q: 3 clusters Score -2314705 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2314732.250000 Penalty: 4816.232422
	Iteration 73Q: 3 clusters Score -2314732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2314764.250000 Penalty: 4816.232422
	Iteration 74Q: 3 clusters Score -2314764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2314790.000000 Penalty: 4816.232422
	Iteration 75Q: 3 clusters Score -2314790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2314812.500000 Penalty: 4816.232422
	Iteration 76Q: 3 clusters Score -2314812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2314833.500000 Penalty: 4816.232422
	Iteration 77Q: 3 clusters Score -2314834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2314850.250000 Penalty: 4816.232422
	Iteration 78Q: 3 clusters Score -2314850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2314852.750000 Penalty: 4816.232422
	Iteration 79Q: 3 clusters Score -2314853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2314872.250000 Penalty: 4816.232422
	Iteration 80F: 3 clusters Score -2314872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2314889.000000 Penalty: 4816.232422
	Iteration 81Q: 3 clusters Score -2314889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2314898.000000 Penalty: 4816.232422
	Iteration 82Q: 3 clusters Score -2314898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2314916.000000 Penalty: 4816.232422
	Iteration 83Q: 3 clusters Score -2314916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2314923.250000 Penalty: 4816.232422
	Iteration 84Q: 3 clusters Score -2314923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2314930.750000 Penalty: 4816.232422
	Iteration 85Q: 3 clusters Score -2314931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2314945.500000 Penalty: 4816.232422
	Iteration 86Q: 3 clusters Score -2314946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2314964.500000 Penalty: 4816.232422
	Iteration 87Q: 3 clusters Score -2314964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2314973.500000 Penalty: 4816.232422
	Iteration 88Q: 3 clusters Score -2314974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2314991.250000 Penalty: 4816.232422
	Iteration 89Q: 3 clusters Score -2314991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2315003.000000 Penalty: 4816.232422
	Iteration 90Q: 3 clusters Score -2315003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2315018.750000 Penalty: 4816.232422
	Iteration 91Q: 3 clusters Score -2315019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2315031.500000 Penalty: 4816.232422
	Iteration 92Q: 3 clusters Score -2315032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2315050.000000 Penalty: 4816.232422
	Iteration 93Q: 3 clusters Score -2315050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2315060.250000 Penalty: 4816.232422
	Iteration 94Q: 3 clusters Score -2315060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2315072.000000 Penalty: 4816.232422
	Iteration 95Q: 3 clusters Score -2315072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2315087.500000 Penalty: 4816.232422
	Iteration 96Q: 3 clusters Score -2315088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2315087.500000 Penalty: 4816.232422
	Iteration 97Q: 3 clusters Score -2315088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2315093.750000 Penalty: 4816.232422
	Iteration 98Q: 3 clusters Score -2315094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2315097.500000 Penalty: 4816.232422
	Iteration 99Q: 3 clusters Score -2315098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2315097.500000 Penalty: 4816.232422
	Iteration 100F: 3 clusters Score -2315098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2315098.000000 Penalty: 4816.232422
	Iteration 101Q: 3 clusters Score -2315098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2315091.250000 Penalty: 4816.232422
	Iteration 102Q: 3 clusters Score -2315091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2315097.000000 Penalty: 4816.232422
	Iteration 103Q: 3 clusters Score -2315097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2315101.000000 Penalty: 4816.232422
	Iteration 104Q: 3 clusters Score -2315101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2315102.500000 Penalty: 4816.232422
	Iteration 105Q: 3 clusters Score -2315102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2315108.000000 Penalty: 4816.232422
	Iteration 106Q: 3 clusters Score -2315108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2315107.500000 Penalty: 4816.232422
	Iteration 107Q: 3 clusters Score -2315108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2315110.000000 Penalty: 4816.232422
	Iteration 108Q: 3 clusters Score -2315110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2315108.500000 Penalty: 4816.232422
	Iteration 109Q: 3 clusters Score -2315108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2315109.500000 Penalty: 4816.232422
	Iteration 110Q: 3 clusters Score -2315110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2315108.500000 Penalty: 4816.232422
	Iteration 111Q: 3 clusters Score -2315108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2315115.000000 Penalty: 4816.232422
	Iteration 112Q: 3 clusters Score -2315115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2315113.500000 Penalty: 4816.232422
	Iteration 113Q: 3 clusters Score -2315114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2315117.000000 Penalty: 4816.232422
	Iteration 114Q: 3 clusters Score -2315117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2315121.000000 Penalty: 4816.232422
	Iteration 115Q: 3 clusters Score -2315121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2315122.500000 Penalty: 4816.232422
	Iteration 116Q: 3 clusters Score -2315122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2315122.750000 Penalty: 4816.232422
	Iteration 117Q: 3 clusters Score -2315123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2315127.250000 Penalty: 4816.232422
	Iteration 118Q: 3 clusters Score -2315127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2315129.000000 Penalty: 4816.232422
	Iteration 119Q: 3 clusters Score -2315129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2315135.750000 Penalty: 4816.232422
	Iteration 120F: 3 clusters Score -2315136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2315137.500000 Penalty: 4816.232422
	Iteration 121Q: 3 clusters Score -2315138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2315144.000000 Penalty: 4816.232422
	Iteration 122Q: 3 clusters Score -2315144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2315144.000000 Penalty: 4816.232422
	Iteration 123Q: 3 clusters Score -2315144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2315143.250000 Penalty: 4816.232422
	Iteration 124Q: 3 clusters Score -2315143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2315142.000000 Penalty: 4816.232422
	Iteration 125Q: 3 clusters Score -2315142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2315150.750000 Penalty: 4816.232422
	Iteration 126Q: 3 clusters Score -2315151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2315153.500000 Penalty: 4816.232422
	Iteration 127Q: 3 clusters Score -2315154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2315149.750000 Penalty: 4816.232422
	Iteration 128Q: 3 clusters Score -2315150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2315149.250000 Penalty: 4816.232422
	Iteration 129Q: 3 clusters Score -2315149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2315149.750000 Penalty: 4816.232422
	Iteration 130Q: 3 clusters Score -2315150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2315151.500000 Penalty: 4816.232422
	Iteration 131Q: 3 clusters Score -2315152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2315152.500000 Penalty: 4816.232422
	Iteration 132Q: 3 clusters Score -2315152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2315150.750000 Penalty: 4816.232422
	Iteration 133Q: 3 clusters Score -2315151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2315152.500000 Penalty: 4816.232422
	Iteration 134Q: 3 clusters Score -2315152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2315152.500000 Penalty: 4816.232422
	Iteration 135F: 3 clusters Score -2315152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (157485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Entering Unmasked Estep 
Score: -24231834.000000 Penalty: 2967.837402
	Iteration 0F: 2 clusters Score -2.423183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
Score: -24136050.000000 Penalty: 5935.674805
	Iteration 0F: 3 clusters Score -2.413605e+07 nChanged 75392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -24179522.000000 Penalty: 5935.674805
	Iteration 1F: 3 clusters Score -2.417952e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -24180038.000000 Penalty: 5935.674805
	Iteration 2Q: 3 clusters Score -2.418004e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79583 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -24180730.000000 Penalty: 5935.674805
	Iteration 3Q: 3 clusters Score -2.418073e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -24181510.000000 Penalty: 5935.674805
	Iteration 4Q: 3 clusters Score -2.418151e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81172 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -24182490.000000 Penalty: 5935.674805
	Iteration 5Q: 3 clusters Score -2.418249e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -24183762.000000 Penalty: 5935.674805
	Iteration 6Q: 3 clusters Score -2.418376e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -24185824.000000 Penalty: 5935.674805
	Iteration 7Q: 3 clusters Score -2.418582e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -24188968.000000 Penalty: 5935.674805
	Iteration 8Q: 3 clusters Score -2.418897e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -24194336.000000 Penalty: 5935.674805
	Iteration 9F: 3 clusters Score -2.419434e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -24202084.000000 Penalty: 5935.674805
	Iteration 10F: 3 clusters Score -2.420208e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -24210918.000000 Penalty: 5935.674805
	Iteration 11F: 3 clusters Score -2.421092e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -24217542.000000 Penalty: 5935.674805
	Iteration 12F: 3 clusters Score -2.421754e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -24221136.000000 Penalty: 5935.674805
	Iteration 13Q: 3 clusters Score -2.422114e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -24223268.000000 Penalty: 5935.674805
	Iteration 14Q: 3 clusters Score -2.422327e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -24224834.000000 Penalty: 5935.674805
	Iteration 15Q: 3 clusters Score -2.422483e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -24226096.000000 Penalty: 5935.674805
	Iteration 16Q: 3 clusters Score -2.42261e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136066 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -24227170.000000 Penalty: 5935.674805
	Iteration 17Q: 3 clusters Score -2.422717e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140973 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -24227846.000000 Penalty: 5935.674805
	Iteration 18Q: 3 clusters Score -2.422785e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -24228234.000000 Penalty: 5935.674805
	Iteration 19Q: 3 clusters Score -2.422823e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -24228562.000000 Penalty: 5935.674805
	Iteration 20F: 3 clusters Score -2.422856e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151906 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -24228946.000000 Penalty: 5935.674805
	Iteration 21Q: 3 clusters Score -2.422895e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154032 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -24229150.000000 Penalty: 5935.674805
	Iteration 22Q: 3 clusters Score -2.422915e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -24229188.000000 Penalty: 5935.674805
	Iteration 23Q: 3 clusters Score -2.422919e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -24229318.000000 Penalty: 5935.674805
	Iteration 24Q: 3 clusters Score -2.422932e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156695 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -24229318.000000 Penalty: 5935.674805
	Iteration 25Q: 3 clusters Score -2.422932e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24229416.000000 Penalty: 5935.674805
	Iteration 26Q: 3 clusters Score -2.422942e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -24229452.000000 Penalty: 5935.674805
	Iteration 27Q: 3 clusters Score -2.422945e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157093 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -24229440.000000 Penalty: 5935.674805
	Iteration 28Q: 3 clusters Score -2.422944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24229446.000000 Penalty: 5935.674805
	Iteration 29Q: 3 clusters Score -2.422945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24229472.000000 Penalty: 5935.674805
	Iteration 30Q: 3 clusters Score -2.422947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -24229472.000000 Penalty: 5935.674805
	Iteration 31Q: 3 clusters Score -2.422947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157161 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24229470.000000 Penalty: 5935.674805
	Iteration 32Q: 3 clusters Score -2.422947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24229478.000000 Penalty: 5935.674805
	Iteration 33Q: 3 clusters Score -2.422948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157169 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -24229458.000000 Penalty: 5935.674805
	Iteration 34Q: 3 clusters Score -2.422946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24229478.000000 Penalty: 5935.674805
	Iteration 35Q: 3 clusters Score -2.422948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24229470.000000 Penalty: 5935.674805
	Iteration 36Q: 3 clusters Score -2.422947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24229454.000000 Penalty: 5935.674805
	Iteration 37Q: 3 clusters Score -2.422945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24229474.000000 Penalty: 5935.674805
	Iteration 38Q: 3 clusters Score -2.422947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24229486.000000 Penalty: 5935.674805
	Iteration 39Q: 3 clusters Score -2.422949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24229490.000000 Penalty: 5935.674805
	Iteration 40F: 3 clusters Score -2.422949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24229498.000000 Penalty: 5935.674805
	Iteration 41Q: 3 clusters Score -2.42295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24229490.000000 Penalty: 5935.674805
	Iteration 42Q: 3 clusters Score -2.422949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24229494.000000 Penalty: 5935.674805
	Iteration 43Q: 3 clusters Score -2.422949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24229482.000000 Penalty: 5935.674805
	Iteration 44Q: 3 clusters Score -2.422948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24229482.000000 Penalty: 5935.674805
	Iteration 45Q: 3 clusters Score -2.422948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157194 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24229484.000000 Penalty: 5935.674805
	Iteration 46Q: 3 clusters Score -2.422948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24229480.000000 Penalty: 5935.674805
	Iteration 47Q: 3 clusters Score -2.422948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24229476.000000 Penalty: 5935.674805
	Iteration 48Q: 3 clusters Score -2.422948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24229480.000000 Penalty: 5935.674805
	Iteration 49Q: 3 clusters Score -2.422948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157199 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24229474.000000 Penalty: 5935.674805
	Iteration 50Q: 3 clusters Score -2.422947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24229472.000000 Penalty: 5935.674805
	Iteration 51Q: 3 clusters Score -2.422947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24229458.000000 Penalty: 5935.674805
	Iteration 52Q: 3 clusters Score -2.422946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24229482.000000 Penalty: 5935.674805
	Iteration 53Q: 3 clusters Score -2.422948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24229472.000000 Penalty: 5935.674805
	Iteration 54Q: 3 clusters Score -2.422947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24229480.000000 Penalty: 5935.674805
	Iteration 55Q: 3 clusters Score -2.422948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24229480.000000 Penalty: 5935.674805
	Iteration 56Q: 3 clusters Score -2.422948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24229480.000000 Penalty: 5935.674805
	Iteration 57F: 3 clusters Score -2.422948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -19014.859375 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -19014.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18087.976562 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -18087.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18239.513672 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -18239.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -18301.523438 Penalty: 2511.047119
	Iteration 2F: 3 clusters Score -18301.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18308.339844 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -18308.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -18308.339844 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -18308.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Entering Unmasked Estep 
Score: -4752959.000000 Penalty: 2562.784424
	Iteration 0F: 2 clusters Score -4752959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4731922.000000 Penalty: 5125.568848
	Iteration 0F: 3 clusters Score -4731922 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -4739545.000000 Penalty: 5125.568848
	Iteration 1F: 3 clusters Score -4739545 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4740075.500000 Penalty: 5125.568848
	Iteration 2Q: 3 clusters Score -4740076 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4740530.000000 Penalty: 5125.568848
	Iteration 3Q: 3 clusters Score -4740530 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4741018.000000 Penalty: 5125.568848
	Iteration 4Q: 3 clusters Score -4741018 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4741434.500000 Penalty: 5125.568848
	Iteration 5Q: 3 clusters Score -4741434 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4741881.500000 Penalty: 5125.568848
	Iteration 6Q: 3 clusters Score -4741882 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4742348.000000 Penalty: 5125.568848
	Iteration 7Q: 3 clusters Score -4742348 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4742796.000000 Penalty: 5125.568848
	Iteration 8Q: 3 clusters Score -4742796 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4743273.000000 Penalty: 5125.568848
	Iteration 9Q: 3 clusters Score -4743273 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4743787.500000 Penalty: 5125.568848
	Iteration 10Q: 3 clusters Score -4743788 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4744257.500000 Penalty: 5125.568848
	Iteration 11Q: 3 clusters Score -4744258 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4744676.500000 Penalty: 5125.568848
	Iteration 12Q: 3 clusters Score -4744676 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4745062.000000 Penalty: 5125.568848
	Iteration 13Q: 3 clusters Score -4745062 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4745361.000000 Penalty: 5125.568848
	Iteration 14Q: 3 clusters Score -4745361 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -4745590.000000 Penalty: 5125.568848
	Iteration 15Q: 3 clusters Score -4745590 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4745761.000000 Penalty: 5125.568848
	Iteration 16Q: 3 clusters Score -4745761 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4745936.500000 Penalty: 5125.568848
	Iteration 17Q: 3 clusters Score -4745936 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4746112.500000 Penalty: 5125.568848
	Iteration 18Q: 3 clusters Score -4746112 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4746298.500000 Penalty: 5125.568848
	Iteration 19Q: 3 clusters Score -4746298 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4746508.000000 Penalty: 5125.568848
	Iteration 20F: 3 clusters Score -4746508 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4746749.500000 Penalty: 5125.568848
	Iteration 21Q: 3 clusters Score -4746750 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4747046.500000 Penalty: 5125.568848
	Iteration 22Q: 3 clusters Score -4747046 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4747399.500000 Penalty: 5125.568848
	Iteration 23Q: 3 clusters Score -4747400 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4747792.000000 Penalty: 5125.568848
	Iteration 24Q: 3 clusters Score -4747792 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4748219.000000 Penalty: 5125.568848
	Iteration 25Q: 3 clusters Score -4748219 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4748660.000000 Penalty: 5125.568848
	Iteration 26Q: 3 clusters Score -4748660 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4749086.000000 Penalty: 5125.568848
	Iteration 27Q: 3 clusters Score -4749086 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4749512.000000 Penalty: 5125.568848
	Iteration 28Q: 3 clusters Score -4749512 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4749887.500000 Penalty: 5125.568848
	Iteration 29Q: 3 clusters Score -4749888 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4750211.000000 Penalty: 5125.568848
	Iteration 30Q: 3 clusters Score -4750211 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4750419.500000 Penalty: 5125.568848
	Iteration 31Q: 3 clusters Score -4750420 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4750556.000000 Penalty: 5125.568848
	Iteration 32Q: 3 clusters Score -4750556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4750634.000000 Penalty: 5125.568848
	Iteration 33Q: 3 clusters Score -4750634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4750698.500000 Penalty: 5125.568848
	Iteration 34Q: 3 clusters Score -4750698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4750756.000000 Penalty: 5125.568848
	Iteration 35Q: 3 clusters Score -4750756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4750803.500000 Penalty: 5125.568848
	Iteration 36Q: 3 clusters Score -4750804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4750822.000000 Penalty: 5125.568848
	Iteration 37Q: 3 clusters Score -4750822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4750840.500000 Penalty: 5125.568848
	Iteration 38Q: 3 clusters Score -4750840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4750851.000000 Penalty: 5125.568848
	Iteration 39Q: 3 clusters Score -4750851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4750862.000000 Penalty: 5125.568848
	Iteration 40F: 3 clusters Score -4750862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4750881.000000 Penalty: 5125.568848
	Iteration 41Q: 3 clusters Score -4750881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4750890.500000 Penalty: 5125.568848
	Iteration 42Q: 3 clusters Score -4750890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4750889.000000 Penalty: 5125.568848
	Iteration 43Q: 3 clusters Score -4750889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4750888.500000 Penalty: 5125.568848
	Iteration 44Q: 3 clusters Score -4750888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4750901.500000 Penalty: 5125.568848
	Iteration 45Q: 3 clusters Score -4750902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4750909.000000 Penalty: 5125.568848
	Iteration 46Q: 3 clusters Score -4750909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4750920.000000 Penalty: 5125.568848
	Iteration 47Q: 3 clusters Score -4750920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4750917.500000 Penalty: 5125.568848
	Iteration 48Q: 3 clusters Score -4750918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4750918.500000 Penalty: 5125.568848
	Iteration 49Q: 3 clusters Score -4750918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4750921.000000 Penalty: 5125.568848
	Iteration 50Q: 3 clusters Score -4750921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4750935.500000 Penalty: 5125.568848
	Iteration 51Q: 3 clusters Score -4750936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4750945.000000 Penalty: 5125.568848
	Iteration 52Q: 3 clusters Score -4750945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4750946.500000 Penalty: 5125.568848
	Iteration 53Q: 3 clusters Score -4750946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4750954.000000 Penalty: 5125.568848
	Iteration 54Q: 3 clusters Score -4750954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4750962.500000 Penalty: 5125.568848
	Iteration 55Q: 3 clusters Score -4750962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4750967.000000 Penalty: 5125.568848
	Iteration 56Q: 3 clusters Score -4750967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4750968.000000 Penalty: 5125.568848
	Iteration 57Q: 3 clusters Score -4750968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4750974.500000 Penalty: 5125.568848
	Iteration 58Q: 3 clusters Score -4750974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4750978.500000 Penalty: 5125.568848
	Iteration 59Q: 3 clusters Score -4750978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4750979.000000 Penalty: 5125.568848
	Iteration 60F: 3 clusters Score -4750979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4750979.500000 Penalty: 5125.568848
	Iteration 61Q: 3 clusters Score -4750980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4750984.000000 Penalty: 5125.568848
	Iteration 62Q: 3 clusters Score -4750984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4750985.000000 Penalty: 5125.568848
	Iteration 63Q: 3 clusters Score -4750985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4750989.000000 Penalty: 5125.568848
	Iteration 64Q: 3 clusters Score -4750989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4750994.000000 Penalty: 5125.568848
	Iteration 65Q: 3 clusters Score -4750994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4750997.000000 Penalty: 5125.568848
	Iteration 66Q: 3 clusters Score -4750997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4751002.500000 Penalty: 5125.568848
	Iteration 67Q: 3 clusters Score -4751002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4751004.000000 Penalty: 5125.568848
	Iteration 68Q: 3 clusters Score -4751004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4751005.500000 Penalty: 5125.568848
	Iteration 69Q: 3 clusters Score -4751006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4751004.500000 Penalty: 5125.568848
	Iteration 70Q: 3 clusters Score -4751004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4751003.500000 Penalty: 5125.568848
	Iteration 71Q: 3 clusters Score -4751004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4751006.000000 Penalty: 5125.568848
	Iteration 72Q: 3 clusters Score -4751006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4751008.500000 Penalty: 5125.568848
	Iteration 73Q: 3 clusters Score -4751008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4751008.000000 Penalty: 5125.568848
	Iteration 74Q: 3 clusters Score -4751008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4751010.000000 Penalty: 5125.568848
	Iteration 75Q: 3 clusters Score -4751010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4751009.500000 Penalty: 5125.568848
	Iteration 76Q: 3 clusters Score -4751010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4751011.500000 Penalty: 5125.568848
	Iteration 77Q: 3 clusters Score -4751012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4751009.500000 Penalty: 5125.568848
	Iteration 78Q: 3 clusters Score -4751010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4751010.000000 Penalty: 5125.568848
	Iteration 79Q: 3 clusters Score -4751010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4751010.000000 Penalty: 5125.568848
	Iteration 80F: 3 clusters Score -4751010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -504048.281250 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -504048.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -500602.843750 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -500602.8 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -501329.187500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -501329.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -501521.531250 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -501521.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -501653.125000 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -501653.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -501752.968750 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -501753 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -501866.937500 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -501866.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -501965.812500 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -501965.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -502049.656250 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -502049.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -502106.593750 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -502106.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -502154.875000 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -502154.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -502203.218750 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -502203.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -502250.312500 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -502250.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -502308.687500 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -502308.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -502357.812500 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -502357.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -502396.343750 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -502396.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -502426.218750 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -502426.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -502448.250000 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -502448.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -502460.593750 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -502460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -502469.843750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -502469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -502476.500000 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -502476.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -502483.343750 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -502483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -502489.343750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -502489.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -502495.531250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -502495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -502498.406250 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -502498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -502501.156250 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -502501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -502505.031250 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -502505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -502507.687500 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -502507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -502507.750000 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -502507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -502509.718750 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -502509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -502509.531250 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -502509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -502510.531250 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -502510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -502511.812500 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -502511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -502511.812500 Penalty: 4029.284668
	Iteration 32F: 3 clusters Score -502511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -474758.093750 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -474758.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -471374.781250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -471374.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -472181.593750 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -472181.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -472439.406250 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -472439.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -472685.406250 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -472685.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -473025.437500 Penalty: 4011.926758
	Iteration 4F: 3 clusters Score -473025.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -473403.187500 Penalty: 4011.926758
	Iteration 5F: 3 clusters Score -473403.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -473607.562500 Penalty: 4011.926758
	Iteration 6F: 3 clusters Score -473607.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -473711.531250 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -473711.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -473783.687500 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -473783.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -473846.062500 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -473846.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -473900.812500 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -473900.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -473947.281250 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -473947.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -473977.875000 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -473977.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -474005.000000 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -474005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -474024.406250 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -474024.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -474041.375000 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -474041.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -474056.093750 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -474056.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -474066.875000 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -474066.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -474077.312500 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -474077.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -474086.093750 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -474086.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -474095.312500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -474095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -474106.000000 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -474106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -474116.031250 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -474116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -474122.968750 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -474123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -474126.187500 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -474126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -474129.000000 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -474129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -474132.343750 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -474132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474135.875000 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -474135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -474138.593750 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -474138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -474141.437500 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -474141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -474142.875000 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -474142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -474145.312500 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -474145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -474146.750000 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -474146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -474149.062500 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -474149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -474151.187500 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -474151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -474155.375000 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -474155.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -474158.625000 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -474158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -474163.156250 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -474163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -474166.531250 Penalty: 4011.926758
	Iteration 38Q: 3 clusters Score -474166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -474170.781250 Penalty: 4011.926758
	Iteration 39Q: 3 clusters Score -474170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -474172.250000 Penalty: 4011.926758
	Iteration 40F: 3 clusters Score -474172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -474172.781250 Penalty: 4011.926758
	Iteration 41Q: 3 clusters Score -474172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -474174.593750 Penalty: 4011.926758
	Iteration 42Q: 3 clusters Score -474174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -474174.593750 Penalty: 4011.926758
	Iteration 43F: 3 clusters Score -474174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Entering Unmasked Estep 
Score: -4035223.500000 Penalty: 2525.883301
	Iteration 0F: 2 clusters Score -4035224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4017140.000000 Penalty: 5051.766602
	Iteration 0F: 3 clusters Score -4017140 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4023511.500000 Penalty: 5051.766602
	Iteration 1F: 3 clusters Score -4023512 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4024030.750000 Penalty: 5051.766602
	Iteration 2F: 3 clusters Score -4024031 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4024540.750000 Penalty: 5051.766602
	Iteration 3Q: 3 clusters Score -4024541 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4025078.000000 Penalty: 5051.766602
	Iteration 4Q: 3 clusters Score -4025078 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4025771.500000 Penalty: 5051.766602
	Iteration 5Q: 3 clusters Score -4025772 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4026675.500000 Penalty: 5051.766602
	Iteration 6F: 3 clusters Score -4026676 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4027836.750000 Penalty: 5051.766602
	Iteration 7F: 3 clusters Score -4027837 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4029155.750000 Penalty: 5051.766602
	Iteration 8F: 3 clusters Score -4029156 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -4030408.500000 Penalty: 5051.766602
	Iteration 9F: 3 clusters Score -4030408 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4031347.000000 Penalty: 5051.766602
	Iteration 10Q: 3 clusters Score -4031347 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4031966.750000 Penalty: 5051.766602
	Iteration 11Q: 3 clusters Score -4031967 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4032353.000000 Penalty: 5051.766602
	Iteration 12Q: 3 clusters Score -4032353 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4032596.500000 Penalty: 5051.766602
	Iteration 13Q: 3 clusters Score -4032596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4032771.500000 Penalty: 5051.766602
	Iteration 14Q: 3 clusters Score -4032772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4032846.000000 Penalty: 5051.766602
	Iteration 15Q: 3 clusters Score -4032846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4032886.750000 Penalty: 5051.766602
	Iteration 16Q: 3 clusters Score -4032887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4032920.250000 Penalty: 5051.766602
	Iteration 17Q: 3 clusters Score -4032920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4032944.750000 Penalty: 5051.766602
	Iteration 18Q: 3 clusters Score -4032945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4032978.750000 Penalty: 5051.766602
	Iteration 19Q: 3 clusters Score -4032979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4032991.250000 Penalty: 5051.766602
	Iteration 20F: 3 clusters Score -4032991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4032996.750000 Penalty: 5051.766602
	Iteration 21Q: 3 clusters Score -4032997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4033004.000000 Penalty: 5051.766602
	Iteration 22Q: 3 clusters Score -4033004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4033007.500000 Penalty: 5051.766602
	Iteration 23Q: 3 clusters Score -4033008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4033012.000000 Penalty: 5051.766602
	Iteration 24Q: 3 clusters Score -4033012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4033021.250000 Penalty: 5051.766602
	Iteration 25Q: 3 clusters Score -4033021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4033026.750000 Penalty: 5051.766602
	Iteration 26Q: 3 clusters Score -4033027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4033030.000000 Penalty: 5051.766602
	Iteration 27Q: 3 clusters Score -4033030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4033033.750000 Penalty: 5051.766602
	Iteration 28Q: 3 clusters Score -4033034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4033035.250000 Penalty: 5051.766602
	Iteration 29Q: 3 clusters Score -4033035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4033041.000000 Penalty: 5051.766602
	Iteration 30Q: 3 clusters Score -4033041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4033041.250000 Penalty: 5051.766602
	Iteration 31Q: 3 clusters Score -4033041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4033041.750000 Penalty: 5051.766602
	Iteration 32Q: 3 clusters Score -4033042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4033041.750000 Penalty: 5051.766602
	Iteration 33Q: 3 clusters Score -4033042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4033044.500000 Penalty: 5051.766602
	Iteration 34Q: 3 clusters Score -4033044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4033047.500000 Penalty: 5051.766602
	Iteration 35Q: 3 clusters Score -4033048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4033048.500000 Penalty: 5051.766602
	Iteration 36Q: 3 clusters Score -4033048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4033048.500000 Penalty: 5051.766602
	Iteration 37Q: 3 clusters Score -4033048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4033048.500000 Penalty: 5051.766602
	Iteration 38F: 3 clusters Score -4033048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Entering Unmasked Estep 
Score: -1466768.500000 Penalty: 2277.172363
	Iteration 0F: 2 clusters Score -1466768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1459253.000000 Penalty: 4554.344727
	Iteration 0F: 3 clusters Score -1459253 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1461392.875000 Penalty: 4554.344727
	Iteration 1F: 3 clusters Score -1461393 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1461746.750000 Penalty: 4554.344727
	Iteration 2F: 3 clusters Score -1461747 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1462009.875000 Penalty: 4554.344727
	Iteration 3F: 3 clusters Score -1462010 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1462206.125000 Penalty: 4554.344727
	Iteration 4Q: 3 clusters Score -1462206 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1462407.125000 Penalty: 4554.344727
	Iteration 5Q: 3 clusters Score -1462407 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1462623.500000 Penalty: 4554.344727
	Iteration 6Q: 3 clusters Score -1462624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1462877.875000 Penalty: 4554.344727
	Iteration 7Q: 3 clusters Score -1462878 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1463200.125000 Penalty: 4554.344727
	Iteration 8Q: 3 clusters Score -1463200 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1463562.375000 Penalty: 4554.344727
	Iteration 9Q: 3 clusters Score -1463562 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1463916.625000 Penalty: 4554.344727
	Iteration 10Q: 3 clusters Score -1463917 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1464271.000000 Penalty: 4554.344727
	Iteration 11Q: 3 clusters Score -1464271 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1464577.125000 Penalty: 4554.344727
	Iteration 12Q: 3 clusters Score -1464577 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1464823.125000 Penalty: 4554.344727
	Iteration 13Q: 3 clusters Score -1464823 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1465041.375000 Penalty: 4554.344727
	Iteration 14Q: 3 clusters Score -1465041 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1465229.375000 Penalty: 4554.344727
	Iteration 15Q: 3 clusters Score -1465229 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1465432.250000 Penalty: 4554.344727
	Iteration 16Q: 3 clusters Score -1465432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1465637.250000 Penalty: 4554.344727
	Iteration 17Q: 3 clusters Score -1465637 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1465808.750000 Penalty: 4554.344727
	Iteration 18Q: 3 clusters Score -1465809 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1465886.125000 Penalty: 4554.344727
	Iteration 19Q: 3 clusters Score -1465886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1465913.125000 Penalty: 4554.344727
	Iteration 20F: 3 clusters Score -1465913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1465920.125000 Penalty: 4554.344727
	Iteration 21Q: 3 clusters Score -1465920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1465924.625000 Penalty: 4554.344727
	Iteration 22Q: 3 clusters Score -1465925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1465928.750000 Penalty: 4554.344727
	Iteration 23Q: 3 clusters Score -1465929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1465935.125000 Penalty: 4554.344727
	Iteration 24Q: 3 clusters Score -1465935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1465936.500000 Penalty: 4554.344727
	Iteration 25Q: 3 clusters Score -1465936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1465938.625000 Penalty: 4554.344727
	Iteration 26Q: 3 clusters Score -1465939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1465939.625000 Penalty: 4554.344727
	Iteration 27Q: 3 clusters Score -1465940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1465940.375000 Penalty: 4554.344727
	Iteration 28Q: 3 clusters Score -1465940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1465940.250000 Penalty: 4554.344727
	Iteration 29Q: 3 clusters Score -1465940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1465940.875000 Penalty: 4554.344727
	Iteration 30Q: 3 clusters Score -1465941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1465941.000000 Penalty: 4554.344727
	Iteration 31Q: 3 clusters Score -1465941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1465941.000000 Penalty: 4554.344727
	Iteration 32F: 3 clusters Score -1465941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -341597.687500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -341597.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -338799.000000 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -338799 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -339330.781250 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -339330.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -339464.593750 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -339464.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -339518.375000 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -339518.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -339545.906250 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -339545.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -339572.562500 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -339572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -339603.250000 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -339603.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -339631.531250 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -339631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -339666.000000 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -339666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -339681.500000 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -339681.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -339694.406250 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -339694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -339703.968750 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -339704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -339711.531250 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -339711.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339722.031250 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -339722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -339725.031250 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -339725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339727.500000 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -339727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -339729.562500 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -339729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -339730.531250 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -339730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -339730.531250 Penalty: 3840.231445
	Iteration 18F: 3 clusters Score -339730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -828307.250000 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -828307.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -823423.437500 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -823423.4 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -824699.625000 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -824699.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -825030.750000 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -825030.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -825302.375000 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -825302.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -825560.187500 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -825560.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -825831.250000 Penalty: 4277.361816
	Iteration 5F: 3 clusters Score -825831.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -826123.562500 Penalty: 4277.361816
	Iteration 6F: 3 clusters Score -826123.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -826402.875000 Penalty: 4277.361816
	Iteration 7F: 3 clusters Score -826402.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -826656.000000 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -826656 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -826844.812500 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -826844.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -827021.500000 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -827021.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -827182.000000 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -827182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -827335.062500 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -827335.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -827443.625000 Penalty: 4277.361816
	Iteration 13Q: 3 clusters Score -827443.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -827496.125000 Penalty: 4277.361816
	Iteration 14Q: 3 clusters Score -827496.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -827547.250000 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -827547.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -827587.937500 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -827587.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -827613.687500 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -827613.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -827630.812500 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -827630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -827640.000000 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -827640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -827644.875000 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -827644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -827647.937500 Penalty: 4277.361816
	Iteration 21Q: 3 clusters Score -827647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -827653.125000 Penalty: 4277.361816
	Iteration 22Q: 3 clusters Score -827653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -827657.062500 Penalty: 4277.361816
	Iteration 23Q: 3 clusters Score -827657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -827660.562500 Penalty: 4277.361816
	Iteration 24Q: 3 clusters Score -827660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -827663.500000 Penalty: 4277.361816
	Iteration 25Q: 3 clusters Score -827663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -827666.875000 Penalty: 4277.361816
	Iteration 26Q: 3 clusters Score -827666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -827670.750000 Penalty: 4277.361816
	Iteration 27Q: 3 clusters Score -827670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -827671.312500 Penalty: 4277.361816
	Iteration 28Q: 3 clusters Score -827671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -827674.562500 Penalty: 4277.361816
	Iteration 29Q: 3 clusters Score -827674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -827677.625000 Penalty: 4277.361816
	Iteration 30Q: 3 clusters Score -827677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -827681.500000 Penalty: 4277.361816
	Iteration 31Q: 3 clusters Score -827681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -827683.375000 Penalty: 4277.361816
	Iteration 32Q: 3 clusters Score -827683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -827683.687500 Penalty: 4277.361816
	Iteration 33Q: 3 clusters Score -827683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -827683.687500 Penalty: 4277.361816
	Iteration 34F: 3 clusters Score -827683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -749074.750000 Penalty: 2118.290771
	Iteration 0F: 2 clusters Score -749074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -744481.000000 Penalty: 4236.581543
	Iteration 0F: 3 clusters Score -744481 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -745705.312500 Penalty: 4236.581543
	Iteration 1F: 3 clusters Score -745705.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -746046.437500 Penalty: 4236.581543
	Iteration 2F: 3 clusters Score -746046.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -746387.562500 Penalty: 4236.581543
	Iteration 3F: 3 clusters Score -746387.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -746785.125000 Penalty: 4236.581543
	Iteration 4F: 3 clusters Score -746785.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -747153.062500 Penalty: 4236.581543
	Iteration 5F: 3 clusters Score -747153.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -747444.937500 Penalty: 4236.581543
	Iteration 6F: 3 clusters Score -747444.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -747693.437500 Penalty: 4236.581543
	Iteration 7Q: 3 clusters Score -747693.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -747862.500000 Penalty: 4236.581543
	Iteration 8Q: 3 clusters Score -747862.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -747976.625000 Penalty: 4236.581543
	Iteration 9Q: 3 clusters Score -747976.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -748033.437500 Penalty: 4236.581543
	Iteration 10Q: 3 clusters Score -748033.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -748067.500000 Penalty: 4236.581543
	Iteration 11Q: 3 clusters Score -748067.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -748092.937500 Penalty: 4236.581543
	Iteration 12Q: 3 clusters Score -748092.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -748109.750000 Penalty: 4236.581543
	Iteration 13Q: 3 clusters Score -748109.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -748117.437500 Penalty: 4236.581543
	Iteration 14Q: 3 clusters Score -748117.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -748125.875000 Penalty: 4236.581543
	Iteration 15Q: 3 clusters Score -748125.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -748131.187500 Penalty: 4236.581543
	Iteration 16Q: 3 clusters Score -748131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -748132.375000 Penalty: 4236.581543
	Iteration 17Q: 3 clusters Score -748132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -748135.500000 Penalty: 4236.581543
	Iteration 18Q: 3 clusters Score -748135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -748136.937500 Penalty: 4236.581543
	Iteration 19Q: 3 clusters Score -748136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -748136.062500 Penalty: 4236.581543
	Iteration 20F: 3 clusters Score -748136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -748138.250000 Penalty: 4236.581543
	Iteration 21Q: 3 clusters Score -748138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -748139.437500 Penalty: 4236.581543
	Iteration 22Q: 3 clusters Score -748139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -748140.437500 Penalty: 4236.581543
	Iteration 23Q: 3 clusters Score -748140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -748142.000000 Penalty: 4236.581543
	Iteration 24Q: 3 clusters Score -748142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -748146.062500 Penalty: 4236.581543
	Iteration 25Q: 3 clusters Score -748146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -748145.375000 Penalty: 4236.581543
	Iteration 26Q: 3 clusters Score -748145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -748149.062500 Penalty: 4236.581543
	Iteration 27Q: 3 clusters Score -748149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -748150.250000 Penalty: 4236.581543
	Iteration 28Q: 3 clusters Score -748150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -748150.750000 Penalty: 4236.581543
	Iteration 29Q: 3 clusters Score -748150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -748152.312500 Penalty: 4236.581543
	Iteration 30Q: 3 clusters Score -748152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -748153.437500 Penalty: 4236.581543
	Iteration 31Q: 3 clusters Score -748153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -748155.687500 Penalty: 4236.581543
	Iteration 32Q: 3 clusters Score -748155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -748156.812500 Penalty: 4236.581543
	Iteration 33Q: 3 clusters Score -748156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -748155.250000 Penalty: 4236.581543
	Iteration 34Q: 3 clusters Score -748155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -748156.437500 Penalty: 4236.581543
	Iteration 35Q: 3 clusters Score -748156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -748156.812500 Penalty: 4236.581543
	Iteration 36Q: 3 clusters Score -748156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -748156.812500 Penalty: 4236.581543
	Iteration 37F: 3 clusters Score -748156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Entering Unmasked Estep 
Score: -3401690.750000 Penalty: 2484.734375
	Iteration 0F: 2 clusters Score -3401691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3386049.000000 Penalty: 4969.468750
	Iteration 0F: 3 clusters Score -3386049 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3391416.500000 Penalty: 4969.468750
	Iteration 1F: 3 clusters Score -3391416 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3391850.250000 Penalty: 4969.468750
	Iteration 2F: 3 clusters Score -3391850 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3392190.500000 Penalty: 4969.468750
	Iteration 3Q: 3 clusters Score -3392190 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3392541.000000 Penalty: 4969.468750
	Iteration 4Q: 3 clusters Score -3392541 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3392893.750000 Penalty: 4969.468750
	Iteration 5Q: 3 clusters Score -3392894 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3393265.750000 Penalty: 4969.468750
	Iteration 6Q: 3 clusters Score -3393266 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3393637.000000 Penalty: 4969.468750
	Iteration 7Q: 3 clusters Score -3393637 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3394029.750000 Penalty: 4969.468750
	Iteration 8Q: 3 clusters Score -3394030 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3394371.750000 Penalty: 4969.468750
	Iteration 9Q: 3 clusters Score -3394372 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3394730.000000 Penalty: 4969.468750
	Iteration 10Q: 3 clusters Score -3394730 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3395063.500000 Penalty: 4969.468750
	Iteration 11Q: 3 clusters Score -3395064 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3395462.250000 Penalty: 4969.468750
	Iteration 12Q: 3 clusters Score -3395462 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3395880.000000 Penalty: 4969.468750
	Iteration 13Q: 3 clusters Score -3395880 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3396327.750000 Penalty: 4969.468750
	Iteration 14Q: 3 clusters Score -3396328 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3396790.750000 Penalty: 4969.468750
	Iteration 15Q: 3 clusters Score -3396791 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3397247.000000 Penalty: 4969.468750
	Iteration 16Q: 3 clusters Score -3397247 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3397731.500000 Penalty: 4969.468750
	Iteration 17Q: 3 clusters Score -3397732 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3398123.500000 Penalty: 4969.468750
	Iteration 18Q: 3 clusters Score -3398124 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3398465.250000 Penalty: 4969.468750
	Iteration 19Q: 3 clusters Score -3398465 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3398730.000000 Penalty: 4969.468750
	Iteration 20F: 3 clusters Score -3398730 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3398920.500000 Penalty: 4969.468750
	Iteration 21Q: 3 clusters Score -3398920 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3399110.250000 Penalty: 4969.468750
	Iteration 22Q: 3 clusters Score -3399110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3399225.750000 Penalty: 4969.468750
	Iteration 23Q: 3 clusters Score -3399226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3399299.250000 Penalty: 4969.468750
	Iteration 24Q: 3 clusters Score -3399299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3399349.750000 Penalty: 4969.468750
	Iteration 25Q: 3 clusters Score -3399350 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3399401.000000 Penalty: 4969.468750
	Iteration 26Q: 3 clusters Score -3399401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3399440.500000 Penalty: 4969.468750
	Iteration 27Q: 3 clusters Score -3399440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3399465.250000 Penalty: 4969.468750
	Iteration 28Q: 3 clusters Score -3399465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3399502.250000 Penalty: 4969.468750
	Iteration 29Q: 3 clusters Score -3399502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3399534.250000 Penalty: 4969.468750
	Iteration 30Q: 3 clusters Score -3399534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3399559.750000 Penalty: 4969.468750
	Iteration 31Q: 3 clusters Score -3399560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3399579.000000 Penalty: 4969.468750
	Iteration 32Q: 3 clusters Score -3399579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3399595.250000 Penalty: 4969.468750
	Iteration 33Q: 3 clusters Score -3399595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3399611.250000 Penalty: 4969.468750
	Iteration 34Q: 3 clusters Score -3399611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3399627.250000 Penalty: 4969.468750
	Iteration 35Q: 3 clusters Score -3399627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3399635.000000 Penalty: 4969.468750
	Iteration 36Q: 3 clusters Score -3399635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3399651.250000 Penalty: 4969.468750
	Iteration 37Q: 3 clusters Score -3399651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3399660.500000 Penalty: 4969.468750
	Iteration 38Q: 3 clusters Score -3399660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3399664.750000 Penalty: 4969.468750
	Iteration 39Q: 3 clusters Score -3399665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3399672.250000 Penalty: 4969.468750
	Iteration 40F: 3 clusters Score -3399672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3399676.250000 Penalty: 4969.468750
	Iteration 41Q: 3 clusters Score -3399676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3399679.500000 Penalty: 4969.468750
	Iteration 42Q: 3 clusters Score -3399680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3399681.500000 Penalty: 4969.468750
	Iteration 43Q: 3 clusters Score -3399682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3399685.500000 Penalty: 4969.468750
	Iteration 44Q: 3 clusters Score -3399686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3399689.750000 Penalty: 4969.468750
	Iteration 45Q: 3 clusters Score -3399690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3399692.000000 Penalty: 4969.468750
	Iteration 46Q: 3 clusters Score -3399692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3399694.000000 Penalty: 4969.468750
	Iteration 47Q: 3 clusters Score -3399694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3399689.000000 Penalty: 4969.468750
	Iteration 48Q: 3 clusters Score -3399689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3399693.500000 Penalty: 4969.468750
	Iteration 49Q: 3 clusters Score -3399694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3399697.750000 Penalty: 4969.468750
	Iteration 50Q: 3 clusters Score -3399698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3399700.500000 Penalty: 4969.468750
	Iteration 51Q: 3 clusters Score -3399700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3399701.500000 Penalty: 4969.468750
	Iteration 52Q: 3 clusters Score -3399702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3399701.750000 Penalty: 4969.468750
	Iteration 53Q: 3 clusters Score -3399702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3399706.500000 Penalty: 4969.468750
	Iteration 54Q: 3 clusters Score -3399706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3399704.250000 Penalty: 4969.468750
	Iteration 55Q: 3 clusters Score -3399704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3399703.500000 Penalty: 4969.468750
	Iteration 56Q: 3 clusters Score -3399704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3399706.250000 Penalty: 4969.468750
	Iteration 57Q: 3 clusters Score -3399706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3399706.250000 Penalty: 4969.468750
	Iteration 58F: 3 clusters Score -3399706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -552017.250000 Penalty: 2071.491943
	Iteration 0F: 2 clusters Score -552017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -548024.937500 Penalty: 4142.983887
	Iteration 0F: 3 clusters Score -548024.9 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -549151.812500 Penalty: 4142.983887
	Iteration 1F: 3 clusters Score -549151.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -549499.312500 Penalty: 4142.983887
	Iteration 2F: 3 clusters Score -549499.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -549741.687500 Penalty: 4142.983887
	Iteration 3F: 3 clusters Score -549741.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -549952.500000 Penalty: 4142.983887
	Iteration 4F: 3 clusters Score -549952.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -550112.312500 Penalty: 4142.983887
	Iteration 5Q: 3 clusters Score -550112.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -550233.312500 Penalty: 4142.983887
	Iteration 6Q: 3 clusters Score -550233.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -550349.062500 Penalty: 4142.983887
	Iteration 7Q: 3 clusters Score -550349.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -550442.375000 Penalty: 4142.983887
	Iteration 8Q: 3 clusters Score -550442.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -550523.187500 Penalty: 4142.983887
	Iteration 9Q: 3 clusters Score -550523.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -550592.937500 Penalty: 4142.983887
	Iteration 10Q: 3 clusters Score -550592.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -550670.062500 Penalty: 4142.983887
	Iteration 11Q: 3 clusters Score -550670.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -550772.250000 Penalty: 4142.983887
	Iteration 12Q: 3 clusters Score -550772.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -550875.625000 Penalty: 4142.983887
	Iteration 13Q: 3 clusters Score -550875.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -550970.187500 Penalty: 4142.983887
	Iteration 14Q: 3 clusters Score -550970.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -551044.375000 Penalty: 4142.983887
	Iteration 15Q: 3 clusters Score -551044.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -551106.437500 Penalty: 4142.983887
	Iteration 16Q: 3 clusters Score -551106.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -551148.625000 Penalty: 4142.983887
	Iteration 17Q: 3 clusters Score -551148.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -551176.375000 Penalty: 4142.983887
	Iteration 18Q: 3 clusters Score -551176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -551193.437500 Penalty: 4142.983887
	Iteration 19Q: 3 clusters Score -551193.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -551216.250000 Penalty: 4142.983887
	Iteration 20F: 3 clusters Score -551216.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -551242.437500 Penalty: 4142.983887
	Iteration 21Q: 3 clusters Score -551242.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -551260.062500 Penalty: 4142.983887
	Iteration 22Q: 3 clusters Score -551260.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -551278.750000 Penalty: 4142.983887
	Iteration 23Q: 3 clusters Score -551278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -551294.625000 Penalty: 4142.983887
	Iteration 24Q: 3 clusters Score -551294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -551312.187500 Penalty: 4142.983887
	Iteration 25Q: 3 clusters Score -551312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -551334.187500 Penalty: 4142.983887
	Iteration 26Q: 3 clusters Score -551334.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -551353.750000 Penalty: 4142.983887
	Iteration 27Q: 3 clusters Score -551353.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -551370.250000 Penalty: 4142.983887
	Iteration 28Q: 3 clusters Score -551370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -551389.625000 Penalty: 4142.983887
	Iteration 29Q: 3 clusters Score -551389.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -551408.562500 Penalty: 4142.983887
	Iteration 30Q: 3 clusters Score -551408.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -551428.500000 Penalty: 4142.983887
	Iteration 31Q: 3 clusters Score -551428.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -551438.062500 Penalty: 4142.983887
	Iteration 32Q: 3 clusters Score -551438.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -551447.625000 Penalty: 4142.983887
	Iteration 33Q: 3 clusters Score -551447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -551456.187500 Penalty: 4142.983887
	Iteration 34Q: 3 clusters Score -551456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -551462.687500 Penalty: 4142.983887
	Iteration 35Q: 3 clusters Score -551462.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -551469.437500 Penalty: 4142.983887
	Iteration 36Q: 3 clusters Score -551469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -551474.375000 Penalty: 4142.983887
	Iteration 37Q: 3 clusters Score -551474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -551485.250000 Penalty: 4142.983887
	Iteration 38Q: 3 clusters Score -551485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -551492.875000 Penalty: 4142.983887
	Iteration 39Q: 3 clusters Score -551492.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -551501.750000 Penalty: 4142.983887
	Iteration 40F: 3 clusters Score -551501.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -551509.062500 Penalty: 4142.983887
	Iteration 41Q: 3 clusters Score -551509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -551515.562500 Penalty: 4142.983887
	Iteration 42Q: 3 clusters Score -551515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -551520.562500 Penalty: 4142.983887
	Iteration 43Q: 3 clusters Score -551520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -551529.625000 Penalty: 4142.983887
	Iteration 44Q: 3 clusters Score -551529.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -551534.937500 Penalty: 4142.983887
	Iteration 45Q: 3 clusters Score -551534.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -551537.187500 Penalty: 4142.983887
	Iteration 46Q: 3 clusters Score -551537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -551541.625000 Penalty: 4142.983887
	Iteration 47Q: 3 clusters Score -551541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -551545.062500 Penalty: 4142.983887
	Iteration 48Q: 3 clusters Score -551545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -551545.937500 Penalty: 4142.983887
	Iteration 49Q: 3 clusters Score -551545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -551547.687500 Penalty: 4142.983887
	Iteration 50Q: 3 clusters Score -551547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -551549.375000 Penalty: 4142.983887
	Iteration 51Q: 3 clusters Score -551549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -551550.937500 Penalty: 4142.983887
	Iteration 52Q: 3 clusters Score -551550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -551552.500000 Penalty: 4142.983887
	Iteration 53Q: 3 clusters Score -551552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -551553.062500 Penalty: 4142.983887
	Iteration 54Q: 3 clusters Score -551553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -551553.062500 Penalty: 4142.983887
	Iteration 55F: 3 clusters Score -551553.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Entering Unmasked Estep 
Score: -2277613.750000 Penalty: 2398.905273
	Iteration 0F: 2 clusters Score -2277614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2266247.250000 Penalty: 4797.810547
	Iteration 0F: 3 clusters Score -2266247 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2270061.750000 Penalty: 4797.810547
	Iteration 1F: 3 clusters Score -2270062 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2270694.500000 Penalty: 4797.810547
	Iteration 2F: 3 clusters Score -2270694 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2271287.000000 Penalty: 4797.810547
	Iteration 3F: 3 clusters Score -2271287 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2271831.000000 Penalty: 4797.810547
	Iteration 4F: 3 clusters Score -2271831 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2272396.750000 Penalty: 4797.810547
	Iteration 5F: 3 clusters Score -2272397 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2272900.250000 Penalty: 4797.810547
	Iteration 6F: 3 clusters Score -2272900 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2273381.000000 Penalty: 4797.810547
	Iteration 7Q: 3 clusters Score -2273381 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2273794.250000 Penalty: 4797.810547
	Iteration 8Q: 3 clusters Score -2273794 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2274169.500000 Penalty: 4797.810547
	Iteration 9Q: 3 clusters Score -2274170 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2274506.750000 Penalty: 4797.810547
	Iteration 10Q: 3 clusters Score -2274507 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2274733.250000 Penalty: 4797.810547
	Iteration 11Q: 3 clusters Score -2274733 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2274902.000000 Penalty: 4797.810547
	Iteration 12Q: 3 clusters Score -2274902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2275010.250000 Penalty: 4797.810547
	Iteration 13Q: 3 clusters Score -2275010 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2275095.500000 Penalty: 4797.810547
	Iteration 14Q: 3 clusters Score -2275096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2275177.250000 Penalty: 4797.810547
	Iteration 15Q: 3 clusters Score -2275177 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2275237.500000 Penalty: 4797.810547
	Iteration 16Q: 3 clusters Score -2275238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2275294.750000 Penalty: 4797.810547
	Iteration 17Q: 3 clusters Score -2275295 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2275345.000000 Penalty: 4797.810547
	Iteration 18Q: 3 clusters Score -2275345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2275376.750000 Penalty: 4797.810547
	Iteration 19Q: 3 clusters Score -2275377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2275412.000000 Penalty: 4797.810547
	Iteration 20F: 3 clusters Score -2275412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2275433.250000 Penalty: 4797.810547
	Iteration 21Q: 3 clusters Score -2275433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2275454.000000 Penalty: 4797.810547
	Iteration 22Q: 3 clusters Score -2275454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2275474.000000 Penalty: 4797.810547
	Iteration 23Q: 3 clusters Score -2275474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2275480.000000 Penalty: 4797.810547
	Iteration 24Q: 3 clusters Score -2275480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2275497.750000 Penalty: 4797.810547
	Iteration 25Q: 3 clusters Score -2275498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2275512.500000 Penalty: 4797.810547
	Iteration 26Q: 3 clusters Score -2275512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2275531.250000 Penalty: 4797.810547
	Iteration 27Q: 3 clusters Score -2275531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2275548.500000 Penalty: 4797.810547
	Iteration 28Q: 3 clusters Score -2275548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2275564.250000 Penalty: 4797.810547
	Iteration 29Q: 3 clusters Score -2275564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2275577.250000 Penalty: 4797.810547
	Iteration 30Q: 3 clusters Score -2275577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2275597.750000 Penalty: 4797.810547
	Iteration 31Q: 3 clusters Score -2275598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2275606.000000 Penalty: 4797.810547
	Iteration 32Q: 3 clusters Score -2275606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2275620.000000 Penalty: 4797.810547
	Iteration 33Q: 3 clusters Score -2275620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2275624.750000 Penalty: 4797.810547
	Iteration 34Q: 3 clusters Score -2275625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2275630.750000 Penalty: 4797.810547
	Iteration 35Q: 3 clusters Score -2275631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2275649.250000 Penalty: 4797.810547
	Iteration 36Q: 3 clusters Score -2275649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2275655.500000 Penalty: 4797.810547
	Iteration 37Q: 3 clusters Score -2275656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2275674.250000 Penalty: 4797.810547
	Iteration 38Q: 3 clusters Score -2275674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2275683.750000 Penalty: 4797.810547
	Iteration 39Q: 3 clusters Score -2275684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2275696.000000 Penalty: 4797.810547
	Iteration 40F: 3 clusters Score -2275696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2275716.000000 Penalty: 4797.810547
	Iteration 41Q: 3 clusters Score -2275716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2275732.750000 Penalty: 4797.810547
	Iteration 42Q: 3 clusters Score -2275733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2275739.500000 Penalty: 4797.810547
	Iteration 43Q: 3 clusters Score -2275740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2275750.750000 Penalty: 4797.810547
	Iteration 44Q: 3 clusters Score -2275751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2275766.000000 Penalty: 4797.810547
	Iteration 45Q: 3 clusters Score -2275766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2275776.250000 Penalty: 4797.810547
	Iteration 46Q: 3 clusters Score -2275776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2275789.750000 Penalty: 4797.810547
	Iteration 47Q: 3 clusters Score -2275790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2275803.000000 Penalty: 4797.810547
	Iteration 48Q: 3 clusters Score -2275803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2275809.750000 Penalty: 4797.810547
	Iteration 49Q: 3 clusters Score -2275810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2275818.000000 Penalty: 4797.810547
	Iteration 50Q: 3 clusters Score -2275818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2275821.250000 Penalty: 4797.810547
	Iteration 51Q: 3 clusters Score -2275821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2275834.750000 Penalty: 4797.810547
	Iteration 52Q: 3 clusters Score -2275835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2275842.500000 Penalty: 4797.810547
	Iteration 53Q: 3 clusters Score -2275842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2275849.500000 Penalty: 4797.810547
	Iteration 54Q: 3 clusters Score -2275850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2275859.250000 Penalty: 4797.810547
	Iteration 55Q: 3 clusters Score -2275859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2275871.750000 Penalty: 4797.810547
	Iteration 56Q: 3 clusters Score -2275872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2275887.250000 Penalty: 4797.810547
	Iteration 57Q: 3 clusters Score -2275887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2275918.000000 Penalty: 4797.810547
	Iteration 58Q: 3 clusters Score -2275918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2275938.750000 Penalty: 4797.810547
	Iteration 59Q: 3 clusters Score -2275939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2275948.250000 Penalty: 4797.810547
	Iteration 60F: 3 clusters Score -2275948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2275958.000000 Penalty: 4797.810547
	Iteration 61Q: 3 clusters Score -2275958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2275969.500000 Penalty: 4797.810547
	Iteration 62Q: 3 clusters Score -2275970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2275986.250000 Penalty: 4797.810547
	Iteration 63Q: 3 clusters Score -2275986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2275989.750000 Penalty: 4797.810547
	Iteration 64Q: 3 clusters Score -2275990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2275996.000000 Penalty: 4797.810547
	Iteration 65Q: 3 clusters Score -2275996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2276006.250000 Penalty: 4797.810547
	Iteration 66Q: 3 clusters Score -2276006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2276013.250000 Penalty: 4797.810547
	Iteration 67Q: 3 clusters Score -2276013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2276016.500000 Penalty: 4797.810547
	Iteration 68Q: 3 clusters Score -2276016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2276021.750000 Penalty: 4797.810547
	Iteration 69Q: 3 clusters Score -2276022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2276029.500000 Penalty: 4797.810547
	Iteration 70Q: 3 clusters Score -2276030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2276033.750000 Penalty: 4797.810547
	Iteration 71Q: 3 clusters Score -2276034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2276038.750000 Penalty: 4797.810547
	Iteration 72Q: 3 clusters Score -2276039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2276044.500000 Penalty: 4797.810547
	Iteration 73Q: 3 clusters Score -2276044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2276049.500000 Penalty: 4797.810547
	Iteration 74Q: 3 clusters Score -2276050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2276053.250000 Penalty: 4797.810547
	Iteration 75Q: 3 clusters Score -2276053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2276060.250000 Penalty: 4797.810547
	Iteration 76Q: 3 clusters Score -2276060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2276071.250000 Penalty: 4797.810547
	Iteration 77Q: 3 clusters Score -2276071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2276070.250000 Penalty: 4797.810547
	Iteration 78Q: 3 clusters Score -2276070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2276069.500000 Penalty: 4797.810547
	Iteration 79Q: 3 clusters Score -2276070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2276073.250000 Penalty: 4797.810547
	Iteration 80F: 3 clusters Score -2276073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2276077.250000 Penalty: 4797.810547
	Iteration 81Q: 3 clusters Score -2276077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2276075.250000 Penalty: 4797.810547
	Iteration 82Q: 3 clusters Score -2276075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2276078.750000 Penalty: 4797.810547
	Iteration 83Q: 3 clusters Score -2276079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2276085.750000 Penalty: 4797.810547
	Iteration 84Q: 3 clusters Score -2276086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2276085.750000 Penalty: 4797.810547
	Iteration 85Q: 3 clusters Score -2276086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2276091.750000 Penalty: 4797.810547
	Iteration 86Q: 3 clusters Score -2276092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2276095.250000 Penalty: 4797.810547
	Iteration 87Q: 3 clusters Score -2276095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2276095.750000 Penalty: 4797.810547
	Iteration 88Q: 3 clusters Score -2276096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2276105.750000 Penalty: 4797.810547
	Iteration 89Q: 3 clusters Score -2276106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2276104.500000 Penalty: 4797.810547
	Iteration 90Q: 3 clusters Score -2276104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2276107.250000 Penalty: 4797.810547
	Iteration 91Q: 3 clusters Score -2276107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2276117.250000 Penalty: 4797.810547
	Iteration 92Q: 3 clusters Score -2276117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2276121.000000 Penalty: 4797.810547
	Iteration 93Q: 3 clusters Score -2276121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2276121.250000 Penalty: 4797.810547
	Iteration 94Q: 3 clusters Score -2276121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2276126.250000 Penalty: 4797.810547
	Iteration 95Q: 3 clusters Score -2276126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2276127.250000 Penalty: 4797.810547
	Iteration 96Q: 3 clusters Score -2276127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2276128.250000 Penalty: 4797.810547
	Iteration 97Q: 3 clusters Score -2276128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2276131.500000 Penalty: 4797.810547
	Iteration 98Q: 3 clusters Score -2276132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2276136.750000 Penalty: 4797.810547
	Iteration 99Q: 3 clusters Score -2276137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2276136.500000 Penalty: 4797.810547
	Iteration 100F: 3 clusters Score -2276136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2276139.500000 Penalty: 4797.810547
	Iteration 101Q: 3 clusters Score -2276140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2276147.000000 Penalty: 4797.810547
	Iteration 102Q: 3 clusters Score -2276147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2276149.750000 Penalty: 4797.810547
	Iteration 103Q: 3 clusters Score -2276150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2276156.250000 Penalty: 4797.810547
	Iteration 104Q: 3 clusters Score -2276156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2276166.000000 Penalty: 4797.810547
	Iteration 105Q: 3 clusters Score -2276166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2276166.750000 Penalty: 4797.810547
	Iteration 106Q: 3 clusters Score -2276167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2276175.000000 Penalty: 4797.810547
	Iteration 107Q: 3 clusters Score -2276175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2276177.250000 Penalty: 4797.810547
	Iteration 108Q: 3 clusters Score -2276177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2276177.500000 Penalty: 4797.810547
	Iteration 109Q: 3 clusters Score -2276178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2276178.750000 Penalty: 4797.810547
	Iteration 110Q: 3 clusters Score -2276179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2276181.500000 Penalty: 4797.810547
	Iteration 111Q: 3 clusters Score -2276182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2276182.500000 Penalty: 4797.810547
	Iteration 112Q: 3 clusters Score -2276182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2276192.750000 Penalty: 4797.810547
	Iteration 113Q: 3 clusters Score -2276193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2276192.000000 Penalty: 4797.810547
	Iteration 114Q: 3 clusters Score -2276192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2276192.500000 Penalty: 4797.810547
	Iteration 115Q: 3 clusters Score -2276192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2276197.000000 Penalty: 4797.810547
	Iteration 116Q: 3 clusters Score -2276197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2276201.750000 Penalty: 4797.810547
	Iteration 117Q: 3 clusters Score -2276202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2276205.250000 Penalty: 4797.810547
	Iteration 118Q: 3 clusters Score -2276205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2276205.250000 Penalty: 4797.810547
	Iteration 119F: 3 clusters Score -2276205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2313777.250000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2313777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2302834.500000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2302834 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2306324.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2306324 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2306719.250000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2306719 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2307117.750000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -2307118 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2307601.000000 Penalty: 4775.649902
	Iteration 4Q: 3 clusters Score -2307601 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2308169.250000 Penalty: 4775.649902
	Iteration 5F: 3 clusters Score -2308169 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2308662.000000 Penalty: 4775.649902
	Iteration 6F: 3 clusters Score -2308662 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2309079.250000 Penalty: 4775.649902
	Iteration 7F: 3 clusters Score -2309079 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2309535.500000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -2309536 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2309976.750000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -2309977 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2310399.250000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2310399 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2310792.750000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -2310793 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2311132.000000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -2311132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2311369.250000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2311369 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2311532.500000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2311532 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2311662.750000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2311663 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2311792.250000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2311792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2311867.500000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2311868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2311925.750000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2311926 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2311971.750000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2311972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2312017.000000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2312017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2312066.250000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2312066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2312104.750000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2312105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2312132.250000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2312132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2312161.750000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2312162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2312180.750000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -2312181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2312198.750000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -2312199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2312202.750000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -2312203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2312213.000000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2312213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2312212.250000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -2312212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2312237.000000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -2312237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2312247.250000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2312247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2312249.250000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2312249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2312247.500000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -2312248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2312252.250000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2312252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2312258.250000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -2312258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2312263.500000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2312264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2312268.750000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -2312269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2312268.000000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -2312268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2312275.750000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -2312276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2312284.250000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -2312284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2312287.750000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2312288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2312295.500000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2312296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2312299.500000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2312300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2312310.500000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -2312310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2312324.250000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2312324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2312336.750000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -2312337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2312338.500000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -2312338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2312347.500000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -2312348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2312358.500000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -2312358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2312370.250000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -2312370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2312374.750000 Penalty: 4775.649902
	Iteration 51Q: 3 clusters Score -2312375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2312388.500000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -2312388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2312400.750000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -2312401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2312407.500000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -2312408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2312421.500000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -2312422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2312435.750000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -2312436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2312448.000000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -2312448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2312467.750000 Penalty: 4775.649902
	Iteration 58Q: 3 clusters Score -2312468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2312505.250000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -2312505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2312541.250000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -2312541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2312593.250000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -2312593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2312653.500000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -2312654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2312737.250000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -2312737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2312860.750000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -2312861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2312970.500000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -2312970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2313020.250000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -2313020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2313043.750000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -2313044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2313060.250000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -2313060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2313073.000000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -2313073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2313081.250000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -2313081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2313082.750000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -2313083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313081.250000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -2313081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2313081.250000 Penalty: 4775.649902
	Iteration 73F: 3 clusters Score -2313081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -320717.062500 Penalty: 1900.990601
	Iteration 0F: 2 clusters Score -320717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -317997.250000 Penalty: 3801.981201
	Iteration 0F: 3 clusters Score -317997.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -318513.312500 Penalty: 3801.981201
	Iteration 1F: 3 clusters Score -318513.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -318674.000000 Penalty: 3801.981201
	Iteration 2F: 3 clusters Score -318674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -318754.750000 Penalty: 3801.981201
	Iteration 3Q: 3 clusters Score -318754.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -318801.812500 Penalty: 3801.981201
	Iteration 4Q: 3 clusters Score -318801.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -318832.531250 Penalty: 3801.981201
	Iteration 5Q: 3 clusters Score -318832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -318851.875000 Penalty: 3801.981201
	Iteration 6Q: 3 clusters Score -318851.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -318863.062500 Penalty: 3801.981201
	Iteration 7Q: 3 clusters Score -318863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -318876.593750 Penalty: 3801.981201
	Iteration 8Q: 3 clusters Score -318876.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -318891.875000 Penalty: 3801.981201
	Iteration 9Q: 3 clusters Score -318891.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -318900.937500 Penalty: 3801.981201
	Iteration 10Q: 3 clusters Score -318900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -318905.437500 Penalty: 3801.981201
	Iteration 11Q: 3 clusters Score -318905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -318909.343750 Penalty: 3801.981201
	Iteration 12Q: 3 clusters Score -318909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -318912.781250 Penalty: 3801.981201
	Iteration 13Q: 3 clusters Score -318912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -318916.406250 Penalty: 3801.981201
	Iteration 14Q: 3 clusters Score -318916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318920.750000 Penalty: 3801.981201
	Iteration 15Q: 3 clusters Score -318920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -318923.125000 Penalty: 3801.981201
	Iteration 16Q: 3 clusters Score -318923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -318926.093750 Penalty: 3801.981201
	Iteration 17Q: 3 clusters Score -318926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -318928.031250 Penalty: 3801.981201
	Iteration 18Q: 3 clusters Score -318928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -318930.843750 Penalty: 3801.981201
	Iteration 19Q: 3 clusters Score -318930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -318932.468750 Penalty: 3801.981201
	Iteration 20F: 3 clusters Score -318932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -318934.625000 Penalty: 3801.981201
	Iteration 21Q: 3 clusters Score -318934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -318936.093750 Penalty: 3801.981201
	Iteration 22Q: 3 clusters Score -318936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -318936.625000 Penalty: 3801.981201
	Iteration 23Q: 3 clusters Score -318936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -318936.843750 Penalty: 3801.981201
	Iteration 24Q: 3 clusters Score -318936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -318937.250000 Penalty: 3801.981201
	Iteration 25Q: 3 clusters Score -318937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -318939.156250 Penalty: 3801.981201
	Iteration 26Q: 3 clusters Score -318939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -318939.843750 Penalty: 3801.981201
	Iteration 27Q: 3 clusters Score -318939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -318941.812500 Penalty: 3801.981201
	Iteration 28Q: 3 clusters Score -318941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -318944.125000 Penalty: 3801.981201
	Iteration 29Q: 3 clusters Score -318944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -318946.000000 Penalty: 3801.981201
	Iteration 30Q: 3 clusters Score -318946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -318947.781250 Penalty: 3801.981201
	Iteration 31Q: 3 clusters Score -318947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -318947.781250 Penalty: 3801.981201
	Iteration 32F: 3 clusters Score -318947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -109305.171875 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -109305.2 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 392 members 
Entering Unmasked Estep 
Score: -107523.140625 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -107523.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107852.562500 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -107852.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107993.335938 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -107993.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108102.570312 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -108102.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108203.781250 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -108203.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108275.359375 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -108275.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108348.867188 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -108348.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108415.476562 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -108415.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108482.625000 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -108482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108540.937500 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -108540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108592.656250 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -108592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108650.859375 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -108650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -108717.921875 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -108717.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108758.125000 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -108758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108795.593750 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -108795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108816.929688 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -108816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -108830.296875 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -108830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108844.171875 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -108844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108854.343750 Penalty: 3321.729004
	Iteration 18Q: 3 clusters Score -108854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108858.593750 Penalty: 3321.729004
	Iteration 19Q: 3 clusters Score -108858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108862.281250 Penalty: 3321.729004
	Iteration 20F: 3 clusters Score -108862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108864.085938 Penalty: 3321.729004
	Iteration 21Q: 3 clusters Score -108864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108875.789062 Penalty: 3321.729004
	Iteration 22Q: 3 clusters Score -108875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108884.265625 Penalty: 3321.729004
	Iteration 23Q: 3 clusters Score -108884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108892.007812 Penalty: 3321.729004
	Iteration 24Q: 3 clusters Score -108892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108899.882812 Penalty: 3321.729004
	Iteration 25Q: 3 clusters Score -108899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108899.882812 Penalty: 3321.729004
	Iteration 26F: 3 clusters Score -108899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -349438.218750 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -349438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -346633.906250 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -346633.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -347163.437500 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -347163.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -347321.781250 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -347321.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -347485.125000 Penalty: 3836.775146
	Iteration 3F: 3 clusters Score -347485.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -347638.187500 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -347638.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -347789.562500 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -347789.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -347963.093750 Penalty: 3836.775146
	Iteration 6F: 3 clusters Score -347963.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -348109.906250 Penalty: 3836.775146
	Iteration 7F: 3 clusters Score -348109.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -348217.093750 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -348217.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -348298.000000 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -348298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -348374.343750 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -348374.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -348438.656250 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -348438.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348522.843750 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -348522.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -348584.343750 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -348584.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -348633.906250 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -348633.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -348664.750000 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -348664.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348687.656250 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -348687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -348705.343750 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -348705.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -348727.718750 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -348727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -348736.750000 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -348736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -348750.250000 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -348750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -348757.531250 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -348757.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -348765.250000 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -348765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -348778.031250 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -348778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -348787.593750 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -348787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -348792.843750 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -348792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -348798.343750 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -348798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -348802.750000 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -348802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348803.187500 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -348803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -348803.187500 Penalty: 3836.775146
	Iteration 29F: 3 clusters Score -348803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19992.367188 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19992.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19005.529297 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19005.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19091.855469 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19091.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19112.783203 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19112.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19117.826172 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -19117.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19117.826172 Penalty: 2572.943359
	Iteration 4F: 3 clusters Score -19117.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -341786.937500 Penalty: 1933.830078
	Iteration 0F: 2 clusters Score -341786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -338936.781250 Penalty: 3867.660156
	Iteration 0F: 3 clusters Score -338936.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -339591.531250 Penalty: 3867.660156
	Iteration 1F: 3 clusters Score -339591.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -339775.000000 Penalty: 3867.660156
	Iteration 2F: 3 clusters Score -339775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -339897.812500 Penalty: 3867.660156
	Iteration 3Q: 3 clusters Score -339897.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -339986.343750 Penalty: 3867.660156
	Iteration 4Q: 3 clusters Score -339986.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -340047.843750 Penalty: 3867.660156
	Iteration 5Q: 3 clusters Score -340047.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -340094.687500 Penalty: 3867.660156
	Iteration 6Q: 3 clusters Score -340094.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -340145.500000 Penalty: 3867.660156
	Iteration 7Q: 3 clusters Score -340145.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -340185.125000 Penalty: 3867.660156
	Iteration 8Q: 3 clusters Score -340185.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -340223.750000 Penalty: 3867.660156
	Iteration 9Q: 3 clusters Score -340223.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -340265.718750 Penalty: 3867.660156
	Iteration 10Q: 3 clusters Score -340265.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -340326.875000 Penalty: 3867.660156
	Iteration 11Q: 3 clusters Score -340326.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340373.750000 Penalty: 3867.660156
	Iteration 12Q: 3 clusters Score -340373.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -340416.593750 Penalty: 3867.660156
	Iteration 13Q: 3 clusters Score -340416.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -340441.875000 Penalty: 3867.660156
	Iteration 14Q: 3 clusters Score -340441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -340457.093750 Penalty: 3867.660156
	Iteration 15Q: 3 clusters Score -340457.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -340467.781250 Penalty: 3867.660156
	Iteration 16Q: 3 clusters Score -340467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -340473.687500 Penalty: 3867.660156
	Iteration 17Q: 3 clusters Score -340473.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -340478.750000 Penalty: 3867.660156
	Iteration 18Q: 3 clusters Score -340478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -340482.406250 Penalty: 3867.660156
	Iteration 19Q: 3 clusters Score -340482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -340485.250000 Penalty: 3867.660156
	Iteration 20F: 3 clusters Score -340485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -340489.156250 Penalty: 3867.660156
	Iteration 21Q: 3 clusters Score -340489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -340492.093750 Penalty: 3867.660156
	Iteration 22Q: 3 clusters Score -340492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -340497.656250 Penalty: 3867.660156
	Iteration 23Q: 3 clusters Score -340497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -340507.250000 Penalty: 3867.660156
	Iteration 24Q: 3 clusters Score -340507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -340516.437500 Penalty: 3867.660156
	Iteration 25Q: 3 clusters Score -340516.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -340521.656250 Penalty: 3867.660156
	Iteration 26Q: 3 clusters Score -340521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -340523.125000 Penalty: 3867.660156
	Iteration 27Q: 3 clusters Score -340523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -340524.750000 Penalty: 3867.660156
	Iteration 28Q: 3 clusters Score -340524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -340526.562500 Penalty: 3867.660156
	Iteration 29Q: 3 clusters Score -340526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -340529.625000 Penalty: 3867.660156
	Iteration 30Q: 3 clusters Score -340529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -340534.250000 Penalty: 3867.660156
	Iteration 31Q: 3 clusters Score -340534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -340535.593750 Penalty: 3867.660156
	Iteration 32Q: 3 clusters Score -340535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -340536.906250 Penalty: 3867.660156
	Iteration 33Q: 3 clusters Score -340536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -340536.843750 Penalty: 3867.660156
	Iteration 34Q: 3 clusters Score -340536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -340537.875000 Penalty: 3867.660156
	Iteration 35Q: 3 clusters Score -340537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -340541.968750 Penalty: 3867.660156
	Iteration 36Q: 3 clusters Score -340542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -340546.156250 Penalty: 3867.660156
	Iteration 37Q: 3 clusters Score -340546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -340550.156250 Penalty: 3867.660156
	Iteration 38Q: 3 clusters Score -340550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -340554.281250 Penalty: 3867.660156
	Iteration 39Q: 3 clusters Score -340554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -340555.562500 Penalty: 3867.660156
	Iteration 40F: 3 clusters Score -340555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -340556.500000 Penalty: 3867.660156
	Iteration 41Q: 3 clusters Score -340556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340557.125000 Penalty: 3867.660156
	Iteration 42Q: 3 clusters Score -340557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340557.125000 Penalty: 3867.660156
	Iteration 43F: 3 clusters Score -340557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -637768.000000 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -637768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -633631.562500 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -633631.6 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -634549.625000 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -634549.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -634742.375000 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -634742.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -634857.875000 Penalty: 4159.654785
	Iteration 3Q: 3 clusters Score -634857.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -634942.250000 Penalty: 4159.654785
	Iteration 4Q: 3 clusters Score -634942.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -635004.562500 Penalty: 4159.654785
	Iteration 5Q: 3 clusters Score -635004.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -635058.375000 Penalty: 4159.654785
	Iteration 6Q: 3 clusters Score -635058.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -635098.312500 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -635098.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -635122.125000 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -635122.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -635143.125000 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -635143.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -635159.562500 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -635159.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -635180.562500 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -635180.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -635195.062500 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -635195.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -635208.312500 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -635208.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -635218.875000 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -635218.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -635226.500000 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -635226.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -635234.687500 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -635234.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -635243.750000 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -635243.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -635254.375000 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -635254.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -635264.187500 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -635264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -635271.625000 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -635271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -635276.562500 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -635276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -635280.875000 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -635280.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -635284.625000 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -635284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -635289.562500 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -635289.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -635300.812500 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -635300.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -635311.312500 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -635311.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -635320.000000 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -635320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -635329.125000 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -635329.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -635338.937500 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -635338.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -635349.500000 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -635349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -635354.562500 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -635354.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -635358.437500 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -635358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -635365.125000 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -635365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -635371.437500 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -635371.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -635380.812500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -635380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -635390.187500 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -635390.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -635398.187500 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -635398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -635407.937500 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -635407.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -635413.000000 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -635413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -635416.687500 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -635416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -635418.937500 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -635418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -635423.812500 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -635423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -635429.062500 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -635429.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -635435.625000 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -635435.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -635441.187500 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -635441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -635443.750000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -635443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -635445.562500 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -635445.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -635448.375000 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -635448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -635451.125000 Penalty: 4159.654785
	Iteration 49Q: 3 clusters Score -635451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -635454.687500 Penalty: 4159.654785
	Iteration 50Q: 3 clusters Score -635454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -635455.937500 Penalty: 4159.654785
	Iteration 51Q: 3 clusters Score -635455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -635457.312500 Penalty: 4159.654785
	Iteration 52Q: 3 clusters Score -635457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -635460.062500 Penalty: 4159.654785
	Iteration 53Q: 3 clusters Score -635460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -635463.062500 Penalty: 4159.654785
	Iteration 54Q: 3 clusters Score -635463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -635466.625000 Penalty: 4159.654785
	Iteration 55Q: 3 clusters Score -635466.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -635470.250000 Penalty: 4159.654785
	Iteration 56Q: 3 clusters Score -635470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -635473.875000 Penalty: 4159.654785
	Iteration 57Q: 3 clusters Score -635473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -635476.375000 Penalty: 4159.654785
	Iteration 58Q: 3 clusters Score -635476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -635481.812500 Penalty: 4159.654785
	Iteration 59Q: 3 clusters Score -635481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -635484.875000 Penalty: 4159.654785
	Iteration 60F: 3 clusters Score -635484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -635487.375000 Penalty: 4159.654785
	Iteration 61Q: 3 clusters Score -635487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -635492.375000 Penalty: 4159.654785
	Iteration 62Q: 3 clusters Score -635492.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -635494.750000 Penalty: 4159.654785
	Iteration 63Q: 3 clusters Score -635494.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -635497.187500 Penalty: 4159.654785
	Iteration 64Q: 3 clusters Score -635497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -635501.625000 Penalty: 4159.654785
	Iteration 65Q: 3 clusters Score -635501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -635503.875000 Penalty: 4159.654785
	Iteration 66Q: 3 clusters Score -635503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -635508.750000 Penalty: 4159.654785
	Iteration 67Q: 3 clusters Score -635508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -635514.812500 Penalty: 4159.654785
	Iteration 68Q: 3 clusters Score -635514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -635520.187500 Penalty: 4159.654785
	Iteration 69Q: 3 clusters Score -635520.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -635525.687500 Penalty: 4159.654785
	Iteration 70Q: 3 clusters Score -635525.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -635535.562500 Penalty: 4159.654785
	Iteration 71Q: 3 clusters Score -635535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -635541.500000 Penalty: 4159.654785
	Iteration 72Q: 3 clusters Score -635541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -635549.687500 Penalty: 4159.654785
	Iteration 73Q: 3 clusters Score -635549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -635553.437500 Penalty: 4159.654785
	Iteration 74Q: 3 clusters Score -635553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -635557.625000 Penalty: 4159.654785
	Iteration 75Q: 3 clusters Score -635557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -635561.937500 Penalty: 4159.654785
	Iteration 76Q: 3 clusters Score -635561.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -635565.687500 Penalty: 4159.654785
	Iteration 77Q: 3 clusters Score -635565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -635571.687500 Penalty: 4159.654785
	Iteration 78Q: 3 clusters Score -635571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -635572.562500 Penalty: 4159.654785
	Iteration 79Q: 3 clusters Score -635572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -635574.187500 Penalty: 4159.654785
	Iteration 80F: 3 clusters Score -635574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -635576.000000 Penalty: 4159.654785
	Iteration 81Q: 3 clusters Score -635576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -635576.812500 Penalty: 4159.654785
	Iteration 82Q: 3 clusters Score -635576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -635580.375000 Penalty: 4159.654785
	Iteration 83Q: 3 clusters Score -635580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -635580.250000 Penalty: 4159.654785
	Iteration 84Q: 3 clusters Score -635580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -635580.562500 Penalty: 4159.654785
	Iteration 85Q: 3 clusters Score -635580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -635582.687500 Penalty: 4159.654785
	Iteration 86Q: 3 clusters Score -635582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -635583.250000 Penalty: 4159.654785
	Iteration 87Q: 3 clusters Score -635583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -635583.937500 Penalty: 4159.654785
	Iteration 88Q: 3 clusters Score -635583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -635584.875000 Penalty: 4159.654785
	Iteration 89Q: 3 clusters Score -635584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -635586.750000 Penalty: 4159.654785
	Iteration 90Q: 3 clusters Score -635586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -635586.125000 Penalty: 4159.654785
	Iteration 91Q: 3 clusters Score -635586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -635586.125000 Penalty: 4159.654785
	Iteration 92F: 3 clusters Score -635586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Entering Unmasked Estep 
Score: -5667991.500000 Penalty: 2611.708496
	Iteration 0F: 2 clusters Score -5667992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -5642505.500000 Penalty: 5223.416992
	Iteration 0F: 3 clusters Score -5642506 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -5651990.000000 Penalty: 5223.416992
	Iteration 1F: 3 clusters Score -5651990 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5652451.500000 Penalty: 5223.416992
	Iteration 2Q: 3 clusters Score -5652452 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -5652810.000000 Penalty: 5223.416992
	Iteration 3Q: 3 clusters Score -5652810 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -5653175.000000 Penalty: 5223.416992
	Iteration 4Q: 3 clusters Score -5653175 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5653426.000000 Penalty: 5223.416992
	Iteration 5Q: 3 clusters Score -5653426 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5653787.000000 Penalty: 5223.416992
	Iteration 6Q: 3 clusters Score -5653787 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5654118.500000 Penalty: 5223.416992
	Iteration 7Q: 3 clusters Score -5654118 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5654571.000000 Penalty: 5223.416992
	Iteration 8Q: 3 clusters Score -5654571 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5655055.500000 Penalty: 5223.416992
	Iteration 9Q: 3 clusters Score -5655056 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5655737.500000 Penalty: 5223.416992
	Iteration 10Q: 3 clusters Score -5655738 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -5656660.500000 Penalty: 5223.416992
	Iteration 11Q: 3 clusters Score -5656660 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5657933.000000 Penalty: 5223.416992
	Iteration 12F: 3 clusters Score -5657933 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -5659578.500000 Penalty: 5223.416992
	Iteration 13F: 3 clusters Score -5659578 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5661442.000000 Penalty: 5223.416992
	Iteration 14F: 3 clusters Score -5661442 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5663045.500000 Penalty: 5223.416992
	Iteration 15F: 3 clusters Score -5663046 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5664184.000000 Penalty: 5223.416992
	Iteration 16Q: 3 clusters Score -5664184 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5664856.500000 Penalty: 5223.416992
	Iteration 17Q: 3 clusters Score -5664856 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5665252.000000 Penalty: 5223.416992
	Iteration 18Q: 3 clusters Score -5665252 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5665430.000000 Penalty: 5223.416992
	Iteration 19Q: 3 clusters Score -5665430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5665533.000000 Penalty: 5223.416992
	Iteration 20F: 3 clusters Score -5665533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5665600.000000 Penalty: 5223.416992
	Iteration 21Q: 3 clusters Score -5665600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5665647.500000 Penalty: 5223.416992
	Iteration 22Q: 3 clusters Score -5665648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5665684.500000 Penalty: 5223.416992
	Iteration 23Q: 3 clusters Score -5665684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5665710.000000 Penalty: 5223.416992
	Iteration 24Q: 3 clusters Score -5665710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5665736.000000 Penalty: 5223.416992
	Iteration 25Q: 3 clusters Score -5665736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5665747.000000 Penalty: 5223.416992
	Iteration 26Q: 3 clusters Score -5665747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5665755.000000 Penalty: 5223.416992
	Iteration 27Q: 3 clusters Score -5665755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5665760.000000 Penalty: 5223.416992
	Iteration 28Q: 3 clusters Score -5665760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5665764.000000 Penalty: 5223.416992
	Iteration 29Q: 3 clusters Score -5665764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5665758.000000 Penalty: 5223.416992
	Iteration 30Q: 3 clusters Score -5665758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5665758.000000 Penalty: 5223.416992
	Iteration 31F: 3 clusters Score -5665758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Entering Unmasked Estep 
Score: -666105.000000 Penalty: 2084.197998
	Iteration 0F: 2 clusters Score -666105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -661897.062500 Penalty: 4168.395996
	Iteration 0F: 3 clusters Score -661897.1 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -662853.812500 Penalty: 4168.395996
	Iteration 1F: 3 clusters Score -662853.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -663028.750000 Penalty: 4168.395996
	Iteration 2F: 3 clusters Score -663028.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -663134.437500 Penalty: 4168.395996
	Iteration 3Q: 3 clusters Score -663134.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -663201.312500 Penalty: 4168.395996
	Iteration 4Q: 3 clusters Score -663201.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -663252.875000 Penalty: 4168.395996
	Iteration 5Q: 3 clusters Score -663252.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -663290.375000 Penalty: 4168.395996
	Iteration 6Q: 3 clusters Score -663290.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -663319.875000 Penalty: 4168.395996
	Iteration 7Q: 3 clusters Score -663319.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -663344.625000 Penalty: 4168.395996
	Iteration 8Q: 3 clusters Score -663344.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -663362.812500 Penalty: 4168.395996
	Iteration 9Q: 3 clusters Score -663362.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -663379.125000 Penalty: 4168.395996
	Iteration 10Q: 3 clusters Score -663379.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -663394.125000 Penalty: 4168.395996
	Iteration 11Q: 3 clusters Score -663394.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -663403.125000 Penalty: 4168.395996
	Iteration 12Q: 3 clusters Score -663403.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -663415.000000 Penalty: 4168.395996
	Iteration 13Q: 3 clusters Score -663415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -663422.687500 Penalty: 4168.395996
	Iteration 14Q: 3 clusters Score -663422.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -663432.250000 Penalty: 4168.395996
	Iteration 15Q: 3 clusters Score -663432.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -663438.250000 Penalty: 4168.395996
	Iteration 16Q: 3 clusters Score -663438.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -663449.125000 Penalty: 4168.395996
	Iteration 17Q: 3 clusters Score -663449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -663457.750000 Penalty: 4168.395996
	Iteration 18Q: 3 clusters Score -663457.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -663464.625000 Penalty: 4168.395996
	Iteration 19Q: 3 clusters Score -663464.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -663476.500000 Penalty: 4168.395996
	Iteration 20F: 3 clusters Score -663476.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -663487.875000 Penalty: 4168.395996
	Iteration 21Q: 3 clusters Score -663487.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -663497.750000 Penalty: 4168.395996
	Iteration 22Q: 3 clusters Score -663497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -663501.687500 Penalty: 4168.395996
	Iteration 23Q: 3 clusters Score -663501.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -663509.500000 Penalty: 4168.395996
	Iteration 24Q: 3 clusters Score -663509.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -663519.937500 Penalty: 4168.395996
	Iteration 25Q: 3 clusters Score -663519.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -663530.937500 Penalty: 4168.395996
	Iteration 26Q: 3 clusters Score -663530.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -663548.375000 Penalty: 4168.395996
	Iteration 27Q: 3 clusters Score -663548.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -663562.937500 Penalty: 4168.395996
	Iteration 28Q: 3 clusters Score -663562.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -663573.812500 Penalty: 4168.395996
	Iteration 29Q: 3 clusters Score -663573.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -663587.187500 Penalty: 4168.395996
	Iteration 30Q: 3 clusters Score -663587.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -663603.312500 Penalty: 4168.395996
	Iteration 31Q: 3 clusters Score -663603.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -663628.937500 Penalty: 4168.395996
	Iteration 32Q: 3 clusters Score -663628.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -663653.562500 Penalty: 4168.395996
	Iteration 33Q: 3 clusters Score -663653.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -663669.250000 Penalty: 4168.395996
	Iteration 34Q: 3 clusters Score -663669.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -663690.812500 Penalty: 4168.395996
	Iteration 35Q: 3 clusters Score -663690.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -663706.687500 Penalty: 4168.395996
	Iteration 36Q: 3 clusters Score -663706.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -663719.250000 Penalty: 4168.395996
	Iteration 37Q: 3 clusters Score -663719.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -663733.312500 Penalty: 4168.395996
	Iteration 38Q: 3 clusters Score -663733.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -663746.125000 Penalty: 4168.395996
	Iteration 39Q: 3 clusters Score -663746.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -663757.937500 Penalty: 4168.395996
	Iteration 40F: 3 clusters Score -663757.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -663768.062500 Penalty: 4168.395996
	Iteration 41Q: 3 clusters Score -663768.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -663780.437500 Penalty: 4168.395996
	Iteration 42Q: 3 clusters Score -663780.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -663789.937500 Penalty: 4168.395996
	Iteration 43Q: 3 clusters Score -663789.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -663800.875000 Penalty: 4168.395996
	Iteration 44Q: 3 clusters Score -663800.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -663809.875000 Penalty: 4168.395996
	Iteration 45Q: 3 clusters Score -663809.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -663822.812500 Penalty: 4168.395996
	Iteration 46Q: 3 clusters Score -663822.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -663838.437500 Penalty: 4168.395996
	Iteration 47Q: 3 clusters Score -663838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -663850.937500 Penalty: 4168.395996
	Iteration 48Q: 3 clusters Score -663850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -663859.437500 Penalty: 4168.395996
	Iteration 49Q: 3 clusters Score -663859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -663870.250000 Penalty: 4168.395996
	Iteration 50Q: 3 clusters Score -663870.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -663879.750000 Penalty: 4168.395996
	Iteration 51Q: 3 clusters Score -663879.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -663890.562500 Penalty: 4168.395996
	Iteration 52Q: 3 clusters Score -663890.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -663900.500000 Penalty: 4168.395996
	Iteration 53Q: 3 clusters Score -663900.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -663910.937500 Penalty: 4168.395996
	Iteration 54Q: 3 clusters Score -663910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -663916.187500 Penalty: 4168.395996
	Iteration 55Q: 3 clusters Score -663916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -663923.375000 Penalty: 4168.395996
	Iteration 56Q: 3 clusters Score -663923.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -663932.312500 Penalty: 4168.395996
	Iteration 57Q: 3 clusters Score -663932.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -663939.812500 Penalty: 4168.395996
	Iteration 58Q: 3 clusters Score -663939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -663953.250000 Penalty: 4168.395996
	Iteration 59Q: 3 clusters Score -663953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -663965.562500 Penalty: 4168.395996
	Iteration 60F: 3 clusters Score -663965.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -663976.125000 Penalty: 4168.395996
	Iteration 61Q: 3 clusters Score -663976.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -663987.312500 Penalty: 4168.395996
	Iteration 62Q: 3 clusters Score -663987.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -664002.312500 Penalty: 4168.395996
	Iteration 63Q: 3 clusters Score -664002.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -664022.500000 Penalty: 4168.395996
	Iteration 64Q: 3 clusters Score -664022.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -664040.625000 Penalty: 4168.395996
	Iteration 65Q: 3 clusters Score -664040.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -664052.375000 Penalty: 4168.395996
	Iteration 66Q: 3 clusters Score -664052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -664064.937500 Penalty: 4168.395996
	Iteration 67Q: 3 clusters Score -664064.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -664076.187500 Penalty: 4168.395996
	Iteration 68Q: 3 clusters Score -664076.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -664088.437500 Penalty: 4168.395996
	Iteration 69Q: 3 clusters Score -664088.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -664102.125000 Penalty: 4168.395996
	Iteration 70Q: 3 clusters Score -664102.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -664110.500000 Penalty: 4168.395996
	Iteration 71Q: 3 clusters Score -664110.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -664121.750000 Penalty: 4168.395996
	Iteration 72Q: 3 clusters Score -664121.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -664135.125000 Penalty: 4168.395996
	Iteration 73Q: 3 clusters Score -664135.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -664150.437500 Penalty: 4168.395996
	Iteration 74Q: 3 clusters Score -664150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -664162.750000 Penalty: 4168.395996
	Iteration 75Q: 3 clusters Score -664162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -664175.500000 Penalty: 4168.395996
	Iteration 76Q: 3 clusters Score -664175.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -664186.375000 Penalty: 4168.395996
	Iteration 77Q: 3 clusters Score -664186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -664195.875000 Penalty: 4168.395996
	Iteration 78Q: 3 clusters Score -664195.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -664202.437500 Penalty: 4168.395996
	Iteration 79Q: 3 clusters Score -664202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -664207.375000 Penalty: 4168.395996
	Iteration 80F: 3 clusters Score -664207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -664211.375000 Penalty: 4168.395996
	Iteration 81Q: 3 clusters Score -664211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -664215.812500 Penalty: 4168.395996
	Iteration 82Q: 3 clusters Score -664215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -664219.937500 Penalty: 4168.395996
	Iteration 83Q: 3 clusters Score -664219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -664222.312500 Penalty: 4168.395996
	Iteration 84Q: 3 clusters Score -664222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -664225.625000 Penalty: 4168.395996
	Iteration 85Q: 3 clusters Score -664225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -664228.375000 Penalty: 4168.395996
	Iteration 86Q: 3 clusters Score -664228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -664228.812500 Penalty: 4168.395996
	Iteration 87Q: 3 clusters Score -664228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -664230.125000 Penalty: 4168.395996
	Iteration 88Q: 3 clusters Score -664230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -664230.687500 Penalty: 4168.395996
	Iteration 89Q: 3 clusters Score -664230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -664230.687500 Penalty: 4168.395996
	Iteration 90F: 3 clusters Score -664230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Entering Unmasked Estep 
Score: -6277554.000000 Penalty: 2637.244629
	Iteration 0F: 2 clusters Score -6277554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -6249450.000000 Penalty: 5274.489258
	Iteration 0F: 3 clusters Score -6249450 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -6259689.000000 Penalty: 5274.489258
	Iteration 1F: 3 clusters Score -6259689 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -6260144.000000 Penalty: 5274.489258
	Iteration 2Q: 3 clusters Score -6260144 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -6260540.000000 Penalty: 5274.489258
	Iteration 3Q: 3 clusters Score -6260540 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -6260899.000000 Penalty: 5274.489258
	Iteration 4Q: 3 clusters Score -6260899 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -6261394.500000 Penalty: 5274.489258
	Iteration 5Q: 3 clusters Score -6261394 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -6262143.000000 Penalty: 5274.489258
	Iteration 6Q: 3 clusters Score -6262143 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -6263287.500000 Penalty: 5274.489258
	Iteration 7F: 3 clusters Score -6263288 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -6265093.500000 Penalty: 5274.489258
	Iteration 8F: 3 clusters Score -6265094 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -6267910.500000 Penalty: 5274.489258
	Iteration 9F: 3 clusters Score -6267910 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6271119.500000 Penalty: 5274.489258
	Iteration 10F: 3 clusters Score -6271120 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6273499.500000 Penalty: 5274.489258
	Iteration 11F: 3 clusters Score -6273500 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6274592.500000 Penalty: 5274.489258
	Iteration 12Q: 3 clusters Score -6274592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6274972.500000 Penalty: 5274.489258
	Iteration 13Q: 3 clusters Score -6274972 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6275085.500000 Penalty: 5274.489258
	Iteration 14Q: 3 clusters Score -6275086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6275136.000000 Penalty: 5274.489258
	Iteration 15Q: 3 clusters Score -6275136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6275169.000000 Penalty: 5274.489258
	Iteration 16Q: 3 clusters Score -6275169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6275201.000000 Penalty: 5274.489258
	Iteration 17Q: 3 clusters Score -6275201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6275204.500000 Penalty: 5274.489258
	Iteration 18Q: 3 clusters Score -6275204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6275210.000000 Penalty: 5274.489258
	Iteration 19Q: 3 clusters Score -6275210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6275221.000000 Penalty: 5274.489258
	Iteration 20F: 3 clusters Score -6275221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6275227.500000 Penalty: 5274.489258
	Iteration 21Q: 3 clusters Score -6275228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6275241.000000 Penalty: 5274.489258
	Iteration 22Q: 3 clusters Score -6275241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6275235.500000 Penalty: 5274.489258
	Iteration 23Q: 3 clusters Score -6275236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6275237.500000 Penalty: 5274.489258
	Iteration 24Q: 3 clusters Score -6275238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6275242.500000 Penalty: 5274.489258
	Iteration 25Q: 3 clusters Score -6275242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6275242.500000 Penalty: 5274.489258
	Iteration 26F: 3 clusters Score -6275242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Entering Unmasked Estep 
Score: -2588936.000000 Penalty: 2413.606445
	Iteration 0F: 2 clusters Score -2588936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2576934.250000 Penalty: 4827.212891
	Iteration 0F: 3 clusters Score -2576934 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2580767.500000 Penalty: 4827.212891
	Iteration 1F: 3 clusters Score -2580768 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2581097.500000 Penalty: 4827.212891
	Iteration 2F: 3 clusters Score -2581098 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2581327.250000 Penalty: 4827.212891
	Iteration 3Q: 3 clusters Score -2581327 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2581506.250000 Penalty: 4827.212891
	Iteration 4Q: 3 clusters Score -2581506 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2581658.250000 Penalty: 4827.212891
	Iteration 5Q: 3 clusters Score -2581658 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2581790.500000 Penalty: 4827.212891
	Iteration 6Q: 3 clusters Score -2581790 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2581933.250000 Penalty: 4827.212891
	Iteration 7Q: 3 clusters Score -2581933 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2582104.500000 Penalty: 4827.212891
	Iteration 8Q: 3 clusters Score -2582104 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2582294.000000 Penalty: 4827.212891
	Iteration 9Q: 3 clusters Score -2582294 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2582536.000000 Penalty: 4827.212891
	Iteration 10Q: 3 clusters Score -2582536 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2582873.000000 Penalty: 4827.212891
	Iteration 11Q: 3 clusters Score -2582873 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2583325.250000 Penalty: 4827.212891
	Iteration 12Q: 3 clusters Score -2583325 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2583897.250000 Penalty: 4827.212891
	Iteration 13F: 3 clusters Score -2583897 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2584619.750000 Penalty: 4827.212891
	Iteration 14F: 3 clusters Score -2584620 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2585332.250000 Penalty: 4827.212891
	Iteration 15Q: 3 clusters Score -2585332 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2585938.500000 Penalty: 4827.212891
	Iteration 16Q: 3 clusters Score -2585938 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2586355.750000 Penalty: 4827.212891
	Iteration 17Q: 3 clusters Score -2586356 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2586561.250000 Penalty: 4827.212891
	Iteration 18Q: 3 clusters Score -2586561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2586681.250000 Penalty: 4827.212891
	Iteration 19Q: 3 clusters Score -2586681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2586752.250000 Penalty: 4827.212891
	Iteration 20F: 3 clusters Score -2586752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2586789.000000 Penalty: 4827.212891
	Iteration 21Q: 3 clusters Score -2586789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2586804.250000 Penalty: 4827.212891
	Iteration 22Q: 3 clusters Score -2586804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2586818.750000 Penalty: 4827.212891
	Iteration 23Q: 3 clusters Score -2586819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2586834.250000 Penalty: 4827.212891
	Iteration 24Q: 3 clusters Score -2586834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2586846.000000 Penalty: 4827.212891
	Iteration 25Q: 3 clusters Score -2586846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2586856.000000 Penalty: 4827.212891
	Iteration 26Q: 3 clusters Score -2586856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2586861.750000 Penalty: 4827.212891
	Iteration 27Q: 3 clusters Score -2586862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2586865.500000 Penalty: 4827.212891
	Iteration 28Q: 3 clusters Score -2586866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2586868.250000 Penalty: 4827.212891
	Iteration 29Q: 3 clusters Score -2586868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2586866.250000 Penalty: 4827.212891
	Iteration 30Q: 3 clusters Score -2586866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2586866.250000 Penalty: 4827.212891
	Iteration 31F: 3 clusters Score -2586866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Entering Unmasked Estep 
Score: -1659779.125000 Penalty: 2308.116943
	Iteration 0F: 2 clusters Score -1659779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1651522.500000 Penalty: 4616.233887
	Iteration 0F: 3 clusters Score -1651522 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1653961.375000 Penalty: 4616.233887
	Iteration 1F: 3 clusters Score -1653961 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1654353.375000 Penalty: 4616.233887
	Iteration 2F: 3 clusters Score -1654353 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1654690.000000 Penalty: 4616.233887
	Iteration 3F: 3 clusters Score -1654690 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1655015.875000 Penalty: 4616.233887
	Iteration 4F: 3 clusters Score -1655016 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1655344.500000 Penalty: 4616.233887
	Iteration 5F: 3 clusters Score -1655344 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1655695.500000 Penalty: 4616.233887
	Iteration 6F: 3 clusters Score -1655696 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1656064.125000 Penalty: 4616.233887
	Iteration 7F: 3 clusters Score -1656064 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1656442.750000 Penalty: 4616.233887
	Iteration 8F: 3 clusters Score -1656443 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1656792.125000 Penalty: 4616.233887
	Iteration 9Q: 3 clusters Score -1656792 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1657054.500000 Penalty: 4616.233887
	Iteration 10Q: 3 clusters Score -1657054 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1657243.250000 Penalty: 4616.233887
	Iteration 11Q: 3 clusters Score -1657243 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1657372.625000 Penalty: 4616.233887
	Iteration 12Q: 3 clusters Score -1657373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1657469.000000 Penalty: 4616.233887
	Iteration 13Q: 3 clusters Score -1657469 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1657562.375000 Penalty: 4616.233887
	Iteration 14Q: 3 clusters Score -1657562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1657657.750000 Penalty: 4616.233887
	Iteration 15Q: 3 clusters Score -1657658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1657745.750000 Penalty: 4616.233887
	Iteration 16Q: 3 clusters Score -1657746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1657820.375000 Penalty: 4616.233887
	Iteration 17Q: 3 clusters Score -1657820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1657877.625000 Penalty: 4616.233887
	Iteration 18Q: 3 clusters Score -1657878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1657920.375000 Penalty: 4616.233887
	Iteration 19Q: 3 clusters Score -1657920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1657949.875000 Penalty: 4616.233887
	Iteration 20F: 3 clusters Score -1657950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1657971.500000 Penalty: 4616.233887
	Iteration 21Q: 3 clusters Score -1657972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1657994.375000 Penalty: 4616.233887
	Iteration 22Q: 3 clusters Score -1657994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1658005.750000 Penalty: 4616.233887
	Iteration 23Q: 3 clusters Score -1658006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1658018.125000 Penalty: 4616.233887
	Iteration 24Q: 3 clusters Score -1658018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1658025.125000 Penalty: 4616.233887
	Iteration 25Q: 3 clusters Score -1658025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1658037.750000 Penalty: 4616.233887
	Iteration 26Q: 3 clusters Score -1658038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1658048.375000 Penalty: 4616.233887
	Iteration 27Q: 3 clusters Score -1658048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1658061.750000 Penalty: 4616.233887
	Iteration 28Q: 3 clusters Score -1658062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1658075.625000 Penalty: 4616.233887
	Iteration 29Q: 3 clusters Score -1658076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1658093.750000 Penalty: 4616.233887
	Iteration 30Q: 3 clusters Score -1658094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1658107.750000 Penalty: 4616.233887
	Iteration 31Q: 3 clusters Score -1658108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1658119.750000 Penalty: 4616.233887
	Iteration 32Q: 3 clusters Score -1658120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1658133.000000 Penalty: 4616.233887
	Iteration 33Q: 3 clusters Score -1658133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1658140.250000 Penalty: 4616.233887
	Iteration 34Q: 3 clusters Score -1658140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1658155.625000 Penalty: 4616.233887
	Iteration 35Q: 3 clusters Score -1658156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1658156.125000 Penalty: 4616.233887
	Iteration 36Q: 3 clusters Score -1658156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1658162.125000 Penalty: 4616.233887
	Iteration 37Q: 3 clusters Score -1658162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1658161.500000 Penalty: 4616.233887
	Iteration 38Q: 3 clusters Score -1658162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1658162.500000 Penalty: 4616.233887
	Iteration 39Q: 3 clusters Score -1658162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1658170.250000 Penalty: 4616.233887
	Iteration 40F: 3 clusters Score -1658170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1658174.375000 Penalty: 4616.233887
	Iteration 41Q: 3 clusters Score -1658174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1658174.125000 Penalty: 4616.233887
	Iteration 42Q: 3 clusters Score -1658174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1658181.500000 Penalty: 4616.233887
	Iteration 43Q: 3 clusters Score -1658182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1658182.750000 Penalty: 4616.233887
	Iteration 44Q: 3 clusters Score -1658183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1658181.500000 Penalty: 4616.233887
	Iteration 45Q: 3 clusters Score -1658182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1658182.500000 Penalty: 4616.233887
	Iteration 46Q: 3 clusters Score -1658182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1658183.250000 Penalty: 4616.233887
	Iteration 47Q: 3 clusters Score -1658183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1658183.250000 Penalty: 4616.233887
	Iteration 48F: 3 clusters Score -1658183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -288059.375000 Penalty: 1912.353027
	Iteration 0F: 2 clusters Score -288059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285410.531250 Penalty: 3824.706055
	Iteration 0F: 3 clusters Score -285410.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -286220.281250 Penalty: 3824.706055
	Iteration 1F: 3 clusters Score -286220.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -286796.218750 Penalty: 3824.706055
	Iteration 2F: 3 clusters Score -286796.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -287176.843750 Penalty: 3824.706055
	Iteration 3F: 3 clusters Score -287176.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287365.906250 Penalty: 3824.706055
	Iteration 4F: 3 clusters Score -287365.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -287485.593750 Penalty: 3824.706055
	Iteration 5Q: 3 clusters Score -287485.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -287536.343750 Penalty: 3824.706055
	Iteration 6Q: 3 clusters Score -287536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -287559.375000 Penalty: 3824.706055
	Iteration 7Q: 3 clusters Score -287559.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -287571.000000 Penalty: 3824.706055
	Iteration 8Q: 3 clusters Score -287571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -287576.156250 Penalty: 3824.706055
	Iteration 9Q: 3 clusters Score -287576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -287579.218750 Penalty: 3824.706055
	Iteration 10Q: 3 clusters Score -287579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287585.031250 Penalty: 3824.706055
	Iteration 11Q: 3 clusters Score -287585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -287589.812500 Penalty: 3824.706055
	Iteration 12Q: 3 clusters Score -287589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287591.125000 Penalty: 3824.706055
	Iteration 13Q: 3 clusters Score -287591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -287591.687500 Penalty: 3824.706055
	Iteration 14Q: 3 clusters Score -287591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -287595.062500 Penalty: 3824.706055
	Iteration 15Q: 3 clusters Score -287595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -287596.250000 Penalty: 3824.706055
	Iteration 16Q: 3 clusters Score -287596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -287596.250000 Penalty: 3824.706055
	Iteration 17F: 3 clusters Score -287596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -499938.687500 Penalty: 2010.340698
	Iteration 0F: 2 clusters Score -499938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -496494.125000 Penalty: 4020.681396
	Iteration 0F: 3 clusters Score -496494.1 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -497236.843750 Penalty: 4020.681396
	Iteration 1F: 3 clusters Score -497236.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -497389.906250 Penalty: 4020.681396
	Iteration 2F: 3 clusters Score -497389.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -497466.093750 Penalty: 4020.681396
	Iteration 3Q: 3 clusters Score -497466.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -497509.281250 Penalty: 4020.681396
	Iteration 4Q: 3 clusters Score -497509.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -497543.656250 Penalty: 4020.681396
	Iteration 5Q: 3 clusters Score -497543.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -497565.343750 Penalty: 4020.681396
	Iteration 6Q: 3 clusters Score -497565.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497580.312500 Penalty: 4020.681396
	Iteration 7Q: 3 clusters Score -497580.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -497597.093750 Penalty: 4020.681396
	Iteration 8Q: 3 clusters Score -497597.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -497608.343750 Penalty: 4020.681396
	Iteration 9Q: 3 clusters Score -497608.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -497618.468750 Penalty: 4020.681396
	Iteration 10Q: 3 clusters Score -497618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -497626.281250 Penalty: 4020.681396
	Iteration 11Q: 3 clusters Score -497626.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -497632.781250 Penalty: 4020.681396
	Iteration 12Q: 3 clusters Score -497632.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -497638.343750 Penalty: 4020.681396
	Iteration 13Q: 3 clusters Score -497638.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -497642.343750 Penalty: 4020.681396
	Iteration 14Q: 3 clusters Score -497642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -497644.000000 Penalty: 4020.681396
	Iteration 15Q: 3 clusters Score -497644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -497644.875000 Penalty: 4020.681396
	Iteration 16Q: 3 clusters Score -497644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -497647.218750 Penalty: 4020.681396
	Iteration 17Q: 3 clusters Score -497647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -497648.343750 Penalty: 4020.681396
	Iteration 18Q: 3 clusters Score -497648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -497648.562500 Penalty: 4020.681396
	Iteration 19Q: 3 clusters Score -497648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -497648.562500 Penalty: 4020.681396
	Iteration 20F: 3 clusters Score -497648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -30254.011719 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -30254.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29085.710938 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -29085.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29174.617188 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -29174.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29242.375000 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -29242.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29277.496094 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -29277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29308.591797 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -29308.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29317.357422 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -29317.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29317.357422 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -29317.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Entering Unmasked Estep 
Score: -2195589.500000 Penalty: 2375.507080
	Iteration 0F: 2 clusters Score -2195590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2185057.250000 Penalty: 4751.014160
	Iteration 0F: 3 clusters Score -2185057 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2188354.750000 Penalty: 4751.014160
	Iteration 1F: 3 clusters Score -2188355 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2188671.250000 Penalty: 4751.014160
	Iteration 2F: 3 clusters Score -2188671 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2188958.000000 Penalty: 4751.014160
	Iteration 3Q: 3 clusters Score -2188958 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2189227.250000 Penalty: 4751.014160
	Iteration 4Q: 3 clusters Score -2189227 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2189502.500000 Penalty: 4751.014160
	Iteration 5Q: 3 clusters Score -2189502 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2189812.750000 Penalty: 4751.014160
	Iteration 6Q: 3 clusters Score -2189813 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2190135.500000 Penalty: 4751.014160
	Iteration 7Q: 3 clusters Score -2190136 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2190459.500000 Penalty: 4751.014160
	Iteration 8Q: 3 clusters Score -2190460 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2190822.750000 Penalty: 4751.014160
	Iteration 9Q: 3 clusters Score -2190823 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2191250.000000 Penalty: 4751.014160
	Iteration 10Q: 3 clusters Score -2191250 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2191684.500000 Penalty: 4751.014160
	Iteration 11Q: 3 clusters Score -2191684 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2192077.250000 Penalty: 4751.014160
	Iteration 12Q: 3 clusters Score -2192077 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2192354.750000 Penalty: 4751.014160
	Iteration 13Q: 3 clusters Score -2192355 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2192601.500000 Penalty: 4751.014160
	Iteration 14Q: 3 clusters Score -2192602 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2192796.750000 Penalty: 4751.014160
	Iteration 15Q: 3 clusters Score -2192797 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2192959.500000 Penalty: 4751.014160
	Iteration 16Q: 3 clusters Score -2192960 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2193073.250000 Penalty: 4751.014160
	Iteration 17Q: 3 clusters Score -2193073 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2193155.500000 Penalty: 4751.014160
	Iteration 18Q: 3 clusters Score -2193156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2193224.750000 Penalty: 4751.014160
	Iteration 19Q: 3 clusters Score -2193225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2193289.750000 Penalty: 4751.014160
	Iteration 20F: 3 clusters Score -2193290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2193337.750000 Penalty: 4751.014160
	Iteration 21Q: 3 clusters Score -2193338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2193374.750000 Penalty: 4751.014160
	Iteration 22Q: 3 clusters Score -2193375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2193410.500000 Penalty: 4751.014160
	Iteration 23Q: 3 clusters Score -2193410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2193424.500000 Penalty: 4751.014160
	Iteration 24Q: 3 clusters Score -2193424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2193443.500000 Penalty: 4751.014160
	Iteration 25Q: 3 clusters Score -2193444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2193459.750000 Penalty: 4751.014160
	Iteration 26Q: 3 clusters Score -2193460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2193480.000000 Penalty: 4751.014160
	Iteration 27Q: 3 clusters Score -2193480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2193494.250000 Penalty: 4751.014160
	Iteration 28Q: 3 clusters Score -2193494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2193507.500000 Penalty: 4751.014160
	Iteration 29Q: 3 clusters Score -2193508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2193511.750000 Penalty: 4751.014160
	Iteration 30Q: 3 clusters Score -2193512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2193518.750000 Penalty: 4751.014160
	Iteration 31Q: 3 clusters Score -2193519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2193529.500000 Penalty: 4751.014160
	Iteration 32Q: 3 clusters Score -2193530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2193535.000000 Penalty: 4751.014160
	Iteration 33Q: 3 clusters Score -2193535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2193538.500000 Penalty: 4751.014160
	Iteration 34Q: 3 clusters Score -2193538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2193544.250000 Penalty: 4751.014160
	Iteration 35Q: 3 clusters Score -2193544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2193549.500000 Penalty: 4751.014160
	Iteration 36Q: 3 clusters Score -2193550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2193552.500000 Penalty: 4751.014160
	Iteration 37Q: 3 clusters Score -2193552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2193561.750000 Penalty: 4751.014160
	Iteration 38Q: 3 clusters Score -2193562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2193562.750000 Penalty: 4751.014160
	Iteration 39Q: 3 clusters Score -2193563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2193569.500000 Penalty: 4751.014160
	Iteration 40F: 3 clusters Score -2193570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2193573.500000 Penalty: 4751.014160
	Iteration 41Q: 3 clusters Score -2193574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2193579.250000 Penalty: 4751.014160
	Iteration 42Q: 3 clusters Score -2193579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2193585.250000 Penalty: 4751.014160
	Iteration 43Q: 3 clusters Score -2193585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2193587.750000 Penalty: 4751.014160
	Iteration 44Q: 3 clusters Score -2193588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2193588.250000 Penalty: 4751.014160
	Iteration 45Q: 3 clusters Score -2193588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2193590.500000 Penalty: 4751.014160
	Iteration 46Q: 3 clusters Score -2193590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2193589.250000 Penalty: 4751.014160
	Iteration 47Q: 3 clusters Score -2193589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2193595.000000 Penalty: 4751.014160
	Iteration 48Q: 3 clusters Score -2193595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2193595.250000 Penalty: 4751.014160
	Iteration 49Q: 3 clusters Score -2193595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2193595.500000 Penalty: 4751.014160
	Iteration 50Q: 3 clusters Score -2193596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2193596.000000 Penalty: 4751.014160
	Iteration 51Q: 3 clusters Score -2193596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2193596.000000 Penalty: 4751.014160
	Iteration 52F: 3 clusters Score -2193596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -191222.171875 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -191222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189052.671875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -189052.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189418.890625 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -189418.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189503.781250 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -189503.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189551.046875 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -189551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189582.250000 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -189582.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189629.687500 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -189629.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189689.390625 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -189689.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189733.140625 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -189733.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -189801.078125 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -189801.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -189860.718750 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -189860.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189906.406250 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -189906.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -189936.671875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -189936.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189965.609375 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -189965.6 nChanged 21
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: -189991.500000 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -189991.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -190009.062500 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -190009.1 nChanged 13
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: -190020.500000 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -190020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -190038.093750 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -190038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190045.875000 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -190045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -190047.625000 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -190047.6 nChanged 1
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: -190049.406250 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -190049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -190052.875000 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -190052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -190059.703125 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -190059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -190062.109375 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -190062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190063.312500 Penalty: 3566.575439
	Iteration 23Q: 3 clusters Score -190063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190065.812500 Penalty: 3566.575439
	Iteration 24Q: 3 clusters Score -190065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -190067.578125 Penalty: 3566.575439
	Iteration 25Q: 3 clusters Score -190067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -190068.546875 Penalty: 3566.575439
	Iteration 26Q: 3 clusters Score -190068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -190072.921875 Penalty: 3566.575439
	Iteration 27Q: 3 clusters Score -190072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -190075.406250 Penalty: 3566.575439
	Iteration 28Q: 3 clusters Score -190075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -190078.125000 Penalty: 3566.575439
	Iteration 29Q: 3 clusters Score -190078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -190082.765625 Penalty: 3566.575439
	Iteration 30Q: 3 clusters Score -190082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -190084.656250 Penalty: 3566.575439
	Iteration 31Q: 3 clusters Score -190084.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -190084.656250 Penalty: 3566.575439
	Iteration 32F: 3 clusters Score -190084.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 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 383 members 
Entering Unmasked Estep 
Score: -101789.867188 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101789.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102160.406250 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102160.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102363.039062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102571.367188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102571.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102815.445312 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -102815.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102952.414062 Penalty: 3306.179199
	Iteration 5F: 3 clusters Score -102952.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103010.835938 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -103010.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103044.984375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -103045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103101.437500 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -103101.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103143.234375 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -103143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103163.007812 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -103163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103175.937500 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -103175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103188.164062 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -103188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103191.554688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -103191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103199.789062 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -103199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103203.070312 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -103203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103206.078125 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -103206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103208.125000 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -103208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -103215.156250 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -103215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103226.562500 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -103226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103232.382812 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -103232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103235.281250 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -103235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103239.335938 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -103239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103241.437500 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -103241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103242.414062 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -103242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103242.414062 Penalty: 3306.179199
	Iteration 25F: 3 clusters Score -103242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Entering Unmasked Estep 
Score: -87838.992188 Penalty: 1613.434448
	Iteration 0F: 2 clusters Score -87838.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86210.539062 Penalty: 3226.868896
	Iteration 0F: 3 clusters Score -86210.54 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86609.867188 Penalty: 3226.868896
	Iteration 1F: 3 clusters Score -86609.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86942.710938 Penalty: 3226.868896
	Iteration 2F: 3 clusters Score -86942.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87117.609375 Penalty: 3226.868896
	Iteration 3F: 3 clusters Score -87117.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87258.265625 Penalty: 3226.868896
	Iteration 4F: 3 clusters Score -87258.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87352.343750 Penalty: 3226.868896
	Iteration 5Q: 3 clusters Score -87352.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87399.718750 Penalty: 3226.868896
	Iteration 6Q: 3 clusters Score -87399.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87432.664062 Penalty: 3226.868896
	Iteration 7Q: 3 clusters Score -87432.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87437.554688 Penalty: 3226.868896
	Iteration 8Q: 3 clusters Score -87437.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87446.656250 Penalty: 3226.868896
	Iteration 9Q: 3 clusters Score -87446.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87450.320312 Penalty: 3226.868896
	Iteration 10Q: 3 clusters Score -87450.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87456.375000 Penalty: 3226.868896
	Iteration 11Q: 3 clusters Score -87456.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87462.179688 Penalty: 3226.868896
	Iteration 12Q: 3 clusters Score -87462.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87464.898438 Penalty: 3226.868896
	Iteration 13Q: 3 clusters Score -87464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87467.859375 Penalty: 3226.868896
	Iteration 14Q: 3 clusters Score -87467.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87470.515625 Penalty: 3226.868896
	Iteration 15Q: 3 clusters Score -87470.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87470.515625 Penalty: 3226.868896
	Iteration 16F: 3 clusters Score -87470.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13736.118164 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13736.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13840.410156 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13840.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13893.344727 Penalty: 2447.499023
	Iteration 2F: 3 clusters Score -13893.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (110815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Entering Unmasked Estep 
Score: -17086888.000000 Penalty: 2880.673096
	Iteration 0F: 2 clusters Score -1.708689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -17017604.000000 Penalty: 5761.346191
	Iteration 0F: 3 clusters Score -1.70176e+07 nChanged 52677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -17047618.000000 Penalty: 5761.346191
	Iteration 1F: 3 clusters Score -1.704762e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -17048736.000000 Penalty: 5761.346191
	Iteration 2Q: 3 clusters Score -1.704874e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -17050296.000000 Penalty: 5761.346191
	Iteration 3Q: 3 clusters Score -1.70503e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -17052354.000000 Penalty: 5761.346191
	Iteration 4Q: 3 clusters Score -1.705235e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -17054988.000000 Penalty: 5761.346191
	Iteration 5Q: 3 clusters Score -1.705499e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -17058252.000000 Penalty: 5761.346191
	Iteration 6F: 3 clusters Score -1.705825e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -17062130.000000 Penalty: 5761.346191
	Iteration 7F: 3 clusters Score -1.706213e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -17066704.000000 Penalty: 5761.346191
	Iteration 8F: 3 clusters Score -1.70667e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -17071104.000000 Penalty: 5761.346191
	Iteration 9F: 3 clusters Score -1.70711e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -17074250.000000 Penalty: 5761.346191
	Iteration 10F: 3 clusters Score -1.707425e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -17075624.000000 Penalty: 5761.346191
	Iteration 11Q: 3 clusters Score -1.707562e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -17076262.000000 Penalty: 5761.346191
	Iteration 12Q: 3 clusters Score -1.707626e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -17076684.000000 Penalty: 5761.346191
	Iteration 13Q: 3 clusters Score -1.707668e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -17076928.000000 Penalty: 5761.346191
	Iteration 14Q: 3 clusters Score -1.707693e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -17077118.000000 Penalty: 5761.346191
	Iteration 15Q: 3 clusters Score -1.707712e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -17077376.000000 Penalty: 5761.346191
	Iteration 16Q: 3 clusters Score -1.707738e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -17077576.000000 Penalty: 5761.346191
	Iteration 17Q: 3 clusters Score -1.707758e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -17077794.000000 Penalty: 5761.346191
	Iteration 18Q: 3 clusters Score -1.707779e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -17077948.000000 Penalty: 5761.346191
	Iteration 19Q: 3 clusters Score -1.707795e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -17078186.000000 Penalty: 5761.346191
	Iteration 20F: 3 clusters Score -1.707819e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -17078316.000000 Penalty: 5761.346191
	Iteration 21Q: 3 clusters Score -1.707832e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -17078516.000000 Penalty: 5761.346191
	Iteration 22Q: 3 clusters Score -1.707852e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -17078736.000000 Penalty: 5761.346191
	Iteration 23Q: 3 clusters Score -1.707874e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -17079042.000000 Penalty: 5761.346191
	Iteration 24Q: 3 clusters Score -1.707904e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -17079254.000000 Penalty: 5761.346191
	Iteration 25Q: 3 clusters Score -1.707925e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -17079468.000000 Penalty: 5761.346191
	Iteration 26Q: 3 clusters Score -1.707947e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -17079646.000000 Penalty: 5761.346191
	Iteration 27Q: 3 clusters Score -1.707965e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -17079944.000000 Penalty: 5761.346191
	Iteration 28Q: 3 clusters Score -1.707994e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -17080256.000000 Penalty: 5761.346191
	Iteration 29Q: 3 clusters Score -1.708026e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -17080480.000000 Penalty: 5761.346191
	Iteration 30Q: 3 clusters Score -1.708048e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -17080800.000000 Penalty: 5761.346191
	Iteration 31Q: 3 clusters Score -1.70808e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -17081200.000000 Penalty: 5761.346191
	Iteration 32Q: 3 clusters Score -1.70812e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -17081630.000000 Penalty: 5761.346191
	Iteration 33Q: 3 clusters Score -1.708163e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -17082050.000000 Penalty: 5761.346191
	Iteration 34Q: 3 clusters Score -1.708205e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -17082646.000000 Penalty: 5761.346191
	Iteration 35Q: 3 clusters Score -1.708265e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -17083074.000000 Penalty: 5761.346191
	Iteration 36Q: 3 clusters Score -1.708307e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -17083624.000000 Penalty: 5761.346191
	Iteration 37Q: 3 clusters Score -1.708362e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -17084184.000000 Penalty: 5761.346191
	Iteration 38Q: 3 clusters Score -1.708418e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -17084628.000000 Penalty: 5761.346191
	Iteration 39Q: 3 clusters Score -1.708463e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -17085036.000000 Penalty: 5761.346191
	Iteration 40F: 3 clusters Score -1.708504e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -17085322.000000 Penalty: 5761.346191
	Iteration 41Q: 3 clusters Score -1.708532e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -17085516.000000 Penalty: 5761.346191
	Iteration 42Q: 3 clusters Score -1.708552e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94889 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -17085770.000000 Penalty: 5761.346191
	Iteration 43Q: 3 clusters Score -1.708577e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -17085888.000000 Penalty: 5761.346191
	Iteration 44Q: 3 clusters Score -1.708589e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -17086004.000000 Penalty: 5761.346191
	Iteration 45Q: 3 clusters Score -1.7086e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -17086154.000000 Penalty: 5761.346191
	Iteration 46Q: 3 clusters Score -1.708615e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -17086284.000000 Penalty: 5761.346191
	Iteration 47Q: 3 clusters Score -1.708628e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -17086270.000000 Penalty: 5761.346191
	Iteration 48Q: 3 clusters Score -1.708627e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -17086282.000000 Penalty: 5761.346191
	Iteration 49Q: 3 clusters Score -1.708628e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -17086344.000000 Penalty: 5761.346191
	Iteration 50Q: 3 clusters Score -1.708634e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -17086362.000000 Penalty: 5761.346191
	Iteration 51Q: 3 clusters Score -1.708636e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -17086320.000000 Penalty: 5761.346191
	Iteration 52Q: 3 clusters Score -1.708632e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -17086278.000000 Penalty: 5761.346191
	Iteration 53Q: 3 clusters Score -1.708628e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -17086200.000000 Penalty: 5761.346191
	Iteration 54Q: 3 clusters Score -1.70862e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -17086160.000000 Penalty: 5761.346191
	Iteration 55Q: 3 clusters Score -1.708616e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -17086082.000000 Penalty: 5761.346191
	Iteration 56Q: 3 clusters Score -1.708608e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -17086012.000000 Penalty: 5761.346191
	Iteration 57Q: 3 clusters Score -1.708601e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -17085986.000000 Penalty: 5761.346191
	Iteration 58Q: 3 clusters Score -1.708599e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105370 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -17085876.000000 Penalty: 5761.346191
	Iteration 59Q: 3 clusters Score -1.708588e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105767 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -17085804.000000 Penalty: 5761.346191
	Iteration 60F: 3 clusters Score -1.70858e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106110 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -17085686.000000 Penalty: 5761.346191
	Iteration 61Q: 3 clusters Score -1.708569e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -17085676.000000 Penalty: 5761.346191
	Iteration 62Q: 3 clusters Score -1.708568e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -17085620.000000 Penalty: 5761.346191
	Iteration 63Q: 3 clusters Score -1.708562e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -17085614.000000 Penalty: 5761.346191
	Iteration 64Q: 3 clusters Score -1.708561e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17085602.000000 Penalty: 5761.346191
	Iteration 65Q: 3 clusters Score -1.70856e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -17085578.000000 Penalty: 5761.346191
	Iteration 66Q: 3 clusters Score -1.708558e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107417 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -17085516.000000 Penalty: 5761.346191
	Iteration 67Q: 3 clusters Score -1.708552e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -17085468.000000 Penalty: 5761.346191
	Iteration 68Q: 3 clusters Score -1.708547e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -17085432.000000 Penalty: 5761.346191
	Iteration 69Q: 3 clusters Score -1.708543e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -17085418.000000 Penalty: 5761.346191
	Iteration 70Q: 3 clusters Score -1.708542e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -17085348.000000 Penalty: 5761.346191
	Iteration 71Q: 3 clusters Score -1.708535e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -17085318.000000 Penalty: 5761.346191
	Iteration 72Q: 3 clusters Score -1.708532e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -17085326.000000 Penalty: 5761.346191
	Iteration 73Q: 3 clusters Score -1.708533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -17085296.000000 Penalty: 5761.346191
	Iteration 74Q: 3 clusters Score -1.70853e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -17085294.000000 Penalty: 5761.346191
	Iteration 75Q: 3 clusters Score -1.708529e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -17085264.000000 Penalty: 5761.346191
	Iteration 76Q: 3 clusters Score -1.708526e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -17085300.000000 Penalty: 5761.346191
	Iteration 77Q: 3 clusters Score -1.70853e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -17085254.000000 Penalty: 5761.346191
	Iteration 78Q: 3 clusters Score -1.708525e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17085246.000000 Penalty: 5761.346191
	Iteration 79Q: 3 clusters Score -1.708525e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -17085256.000000 Penalty: 5761.346191
	Iteration 80F: 3 clusters Score -1.708526e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17085222.000000 Penalty: 5761.346191
	Iteration 81Q: 3 clusters Score -1.708522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -17085224.000000 Penalty: 5761.346191
	Iteration 82Q: 3 clusters Score -1.708522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17085224.000000 Penalty: 5761.346191
	Iteration 83Q: 3 clusters Score -1.708522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17085238.000000 Penalty: 5761.346191
	Iteration 84Q: 3 clusters Score -1.708524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -17085224.000000 Penalty: 5761.346191
	Iteration 85Q: 3 clusters Score -1.708522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -17085206.000000 Penalty: 5761.346191
	Iteration 86Q: 3 clusters Score -1.708521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -17085190.000000 Penalty: 5761.346191
	Iteration 87Q: 3 clusters Score -1.708519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -17085186.000000 Penalty: 5761.346191
	Iteration 88Q: 3 clusters Score -1.708519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -17085172.000000 Penalty: 5761.346191
	Iteration 89Q: 3 clusters Score -1.708517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -17085188.000000 Penalty: 5761.346191
	Iteration 90Q: 3 clusters Score -1.708519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -17085194.000000 Penalty: 5761.346191
	Iteration 91Q: 3 clusters Score -1.708519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -17085200.000000 Penalty: 5761.346191
	Iteration 92Q: 3 clusters Score -1.70852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -17085200.000000 Penalty: 5761.346191
	Iteration 93Q: 3 clusters Score -1.70852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17085190.000000 Penalty: 5761.346191
	Iteration 94Q: 3 clusters Score -1.708519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17085174.000000 Penalty: 5761.346191
	Iteration 95Q: 3 clusters Score -1.708517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109062 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -17085160.000000 Penalty: 5761.346191
	Iteration 96Q: 3 clusters Score -1.708516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17085166.000000 Penalty: 5761.346191
	Iteration 97Q: 3 clusters Score -1.708517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109077 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -17085164.000000 Penalty: 5761.346191
	Iteration 98Q: 3 clusters Score -1.708516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -17085152.000000 Penalty: 5761.346191
	Iteration 99Q: 3 clusters Score -1.708515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -17085168.000000 Penalty: 5761.346191
	Iteration 100F: 3 clusters Score -1.708517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -17085158.000000 Penalty: 5761.346191
	Iteration 101Q: 3 clusters Score -1.708516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -17085166.000000 Penalty: 5761.346191
	Iteration 102Q: 3 clusters Score -1.708517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17085158.000000 Penalty: 5761.346191
	Iteration 103Q: 3 clusters Score -1.708516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -17085168.000000 Penalty: 5761.346191
	Iteration 104Q: 3 clusters Score -1.708517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -17085162.000000 Penalty: 5761.346191
	Iteration 105Q: 3 clusters Score -1.708516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17085158.000000 Penalty: 5761.346191
	Iteration 106Q: 3 clusters Score -1.708516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -17085156.000000 Penalty: 5761.346191
	Iteration 107Q: 3 clusters Score -1.708516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -17085158.000000 Penalty: 5761.346191
	Iteration 108Q: 3 clusters Score -1.708516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17085154.000000 Penalty: 5761.346191
	Iteration 109Q: 3 clusters Score -1.708515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17085154.000000 Penalty: 5761.346191
	Iteration 110F: 3 clusters Score -1.708515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -84146.828125 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -84146.83 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 306 members 
Entering Unmasked Estep 
Score: -82570.507812 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -82570.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82820.960938 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -82820.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82930.617188 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -82930.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83003.562500 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -83003.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83070.375000 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -83070.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83170.976562 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -83170.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83286.093750 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -83286.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83391.703125 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -83391.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83431.382812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -83431.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83462.718750 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -83462.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83524.257812 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -83524.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83548.875000 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -83548.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83563.320312 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -83563.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83586.859375 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -83586.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83607.703125 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -83607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83649.289062 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -83649.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83668.273438 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -83668.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83694.148438 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -83694.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83702.078125 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -83702.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83704.242188 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -83704.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83705.007812 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -83705.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83706.734375 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -83706.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83707.148438 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -83707.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83707.148438 Penalty: 3177.812500
	Iteration 23F: 3 clusters Score -83707.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72454.890625 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -72454.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70919.546875 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -70919.55 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71241.554688 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -71241.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71356.703125 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -71356.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71423.765625 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -71423.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71501.929688 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -71501.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71536.375000 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -71536.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71543.867188 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -71543.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71564.484375 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -71564.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71582.093750 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -71582.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71598.453125 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -71598.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71612.679688 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -71612.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71622.070312 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -71622.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71631.039062 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -71631.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71646.718750 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -71646.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71665.968750 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -71665.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71689.085938 Penalty: 3203.335693
	Iteration 15Q: 3 clusters Score -71689.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71692.015625 Penalty: 3203.335693
	Iteration 16Q: 3 clusters Score -71692.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71696.031250 Penalty: 3203.335693
	Iteration 17Q: 3 clusters Score -71696.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71696.031250 Penalty: 3203.335693
	Iteration 18F: 3 clusters Score -71696.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -177378.046875 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -177378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175312.671875 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -175312.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -175636.562500 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -175636.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175726.187500 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -175726.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175784.843750 Penalty: 3527.310059
	Iteration 3Q: 3 clusters Score -175784.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -175840.265625 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -175840.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175883.375000 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -175883.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -175941.093750 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -175941.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175980.203125 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -175980.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176043.703125 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -176043.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -176128.921875 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -176128.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -176257.296875 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -176257.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176371.421875 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -176371.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176501.406250 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -176501.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -176562.859375 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -176562.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -176633.062500 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -176633.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -176685.281250 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -176685.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -176721.781250 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -176721.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -176743.109375 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -176743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -176752.312500 Penalty: 3527.310059
	Iteration 18Q: 3 clusters Score -176752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -176755.984375 Penalty: 3527.310059
	Iteration 19Q: 3 clusters Score -176756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176759.046875 Penalty: 3527.310059
	Iteration 20F: 3 clusters Score -176759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -176760.500000 Penalty: 3527.310059
	Iteration 21Q: 3 clusters Score -176760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176764.656250 Penalty: 3527.310059
	Iteration 22Q: 3 clusters Score -176764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -176768.140625 Penalty: 3527.310059
	Iteration 23Q: 3 clusters Score -176768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -176773.468750 Penalty: 3527.310059
	Iteration 24Q: 3 clusters Score -176773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -176777.140625 Penalty: 3527.310059
	Iteration 25Q: 3 clusters Score -176777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -176781.031250 Penalty: 3527.310059
	Iteration 26Q: 3 clusters Score -176781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176785.296875 Penalty: 3527.310059
	Iteration 27Q: 3 clusters Score -176785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176791.671875 Penalty: 3527.310059
	Iteration 28Q: 3 clusters Score -176791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -176797.656250 Penalty: 3527.310059
	Iteration 29Q: 3 clusters Score -176797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -176802.312500 Penalty: 3527.310059
	Iteration 30Q: 3 clusters Score -176802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -176804.578125 Penalty: 3527.310059
	Iteration 31Q: 3 clusters Score -176804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -176805.546875 Penalty: 3527.310059
	Iteration 32Q: 3 clusters Score -176805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -176809.671875 Penalty: 3527.310059
	Iteration 33Q: 3 clusters Score -176809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -176815.140625 Penalty: 3527.310059
	Iteration 34Q: 3 clusters Score -176815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -176818.406250 Penalty: 3527.310059
	Iteration 35Q: 3 clusters Score -176818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176820.937500 Penalty: 3527.310059
	Iteration 36Q: 3 clusters Score -176820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -176820.937500 Penalty: 3527.310059
	Iteration 37F: 3 clusters Score -176820.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19661.164062 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19661.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19841.529297 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19841.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -19941.679688 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19941.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -19994.687500 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19994.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -20016.773438 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -20016.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -20016.773438 Penalty: 2583.905029
	Iteration 5F: 3 clusters Score -20016.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (118686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118686 members 
Entering Unmasked Estep 
Score: -18257854.000000 Penalty: 2897.690674
	Iteration 0F: 2 clusters Score -1.825785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -18184742.000000 Penalty: 5795.381348
	Iteration 0F: 3 clusters Score -1.818474e+07 nChanged 56302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -18216502.000000 Penalty: 5795.381348
	Iteration 1F: 3 clusters Score -1.82165e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -18217506.000000 Penalty: 5795.381348
	Iteration 2Q: 3 clusters Score -1.821751e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -18218882.000000 Penalty: 5795.381348
	Iteration 3Q: 3 clusters Score -1.821888e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -18220920.000000 Penalty: 5795.381348
	Iteration 4Q: 3 clusters Score -1.822092e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -18223664.000000 Penalty: 5795.381348
	Iteration 5Q: 3 clusters Score -1.822366e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -18227582.000000 Penalty: 5795.381348
	Iteration 6F: 3 clusters Score -1.822758e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -18232324.000000 Penalty: 5795.381348
	Iteration 7F: 3 clusters Score -1.823232e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -18237992.000000 Penalty: 5795.381348
	Iteration 8F: 3 clusters Score -1.823799e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63929 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -18242182.000000 Penalty: 5795.381348
	Iteration 9F: 3 clusters Score -1.824218e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -18244626.000000 Penalty: 5795.381348
	Iteration 10Q: 3 clusters Score -1.824463e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -18245788.000000 Penalty: 5795.381348
	Iteration 11Q: 3 clusters Score -1.824579e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -18246322.000000 Penalty: 5795.381348
	Iteration 12Q: 3 clusters Score -1.824632e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -18246550.000000 Penalty: 5795.381348
	Iteration 13Q: 3 clusters Score -1.824655e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -18246598.000000 Penalty: 5795.381348
	Iteration 14Q: 3 clusters Score -1.82466e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -18246596.000000 Penalty: 5795.381348
	Iteration 15Q: 3 clusters Score -1.82466e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -18246692.000000 Penalty: 5795.381348
	Iteration 16Q: 3 clusters Score -1.824669e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -18246690.000000 Penalty: 5795.381348
	Iteration 17Q: 3 clusters Score -1.824669e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -18246750.000000 Penalty: 5795.381348
	Iteration 18Q: 3 clusters Score -1.824675e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -18246864.000000 Penalty: 5795.381348
	Iteration 19Q: 3 clusters Score -1.824686e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -18246952.000000 Penalty: 5795.381348
	Iteration 20F: 3 clusters Score -1.824695e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70521 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -18247070.000000 Penalty: 5795.381348
	Iteration 21Q: 3 clusters Score -1.824707e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -18247170.000000 Penalty: 5795.381348
	Iteration 22Q: 3 clusters Score -1.824717e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -18247238.000000 Penalty: 5795.381348
	Iteration 23Q: 3 clusters Score -1.824724e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -18247376.000000 Penalty: 5795.381348
	Iteration 24Q: 3 clusters Score -1.824738e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -18247620.000000 Penalty: 5795.381348
	Iteration 25Q: 3 clusters Score -1.824762e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -18247842.000000 Penalty: 5795.381348
	Iteration 26Q: 3 clusters Score -1.824784e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -18248036.000000 Penalty: 5795.381348
	Iteration 27Q: 3 clusters Score -1.824804e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -18248258.000000 Penalty: 5795.381348
	Iteration 28Q: 3 clusters Score -1.824826e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -18248458.000000 Penalty: 5795.381348
	Iteration 29Q: 3 clusters Score -1.824846e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -18248774.000000 Penalty: 5795.381348
	Iteration 30Q: 3 clusters Score -1.824877e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -18249228.000000 Penalty: 5795.381348
	Iteration 31Q: 3 clusters Score -1.824923e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -18249654.000000 Penalty: 5795.381348
	Iteration 32Q: 3 clusters Score -1.824965e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -18250112.000000 Penalty: 5795.381348
	Iteration 33Q: 3 clusters Score -1.825011e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -18250566.000000 Penalty: 5795.381348
	Iteration 34Q: 3 clusters Score -1.825057e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88452 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -18251142.000000 Penalty: 5795.381348
	Iteration 35Q: 3 clusters Score -1.825114e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -18251802.000000 Penalty: 5795.381348
	Iteration 36Q: 3 clusters Score -1.82518e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -18252486.000000 Penalty: 5795.381348
	Iteration 37Q: 3 clusters Score -1.825249e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -18253308.000000 Penalty: 5795.381348
	Iteration 38Q: 3 clusters Score -1.825331e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -18254170.000000 Penalty: 5795.381348
	Iteration 39Q: 3 clusters Score -1.825417e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -18254966.000000 Penalty: 5795.381348
	Iteration 40F: 3 clusters Score -1.825497e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -18255726.000000 Penalty: 5795.381348
	Iteration 41Q: 3 clusters Score -1.825573e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -18256352.000000 Penalty: 5795.381348
	Iteration 42Q: 3 clusters Score -1.825635e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -18256828.000000 Penalty: 5795.381348
	Iteration 43Q: 3 clusters Score -1.825683e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -18257220.000000 Penalty: 5795.381348
	Iteration 44Q: 3 clusters Score -1.825722e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -18257576.000000 Penalty: 5795.381348
	Iteration 45Q: 3 clusters Score -1.825758e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -18257694.000000 Penalty: 5795.381348
	Iteration 46Q: 3 clusters Score -1.825769e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -18257768.000000 Penalty: 5795.381348
	Iteration 47Q: 3 clusters Score -1.825777e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -18257728.000000 Penalty: 5795.381348
	Iteration 48Q: 3 clusters Score -1.825773e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -18257840.000000 Penalty: 5795.381348
	Iteration 49Q: 3 clusters Score -1.825784e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -18257796.000000 Penalty: 5795.381348
	Iteration 50Q: 3 clusters Score -1.82578e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112426 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -18257754.000000 Penalty: 5795.381348
	Iteration 51Q: 3 clusters Score -1.825775e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -18257668.000000 Penalty: 5795.381348
	Iteration 52Q: 3 clusters Score -1.825767e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -18257584.000000 Penalty: 5795.381348
	Iteration 53Q: 3 clusters Score -1.825758e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -18257468.000000 Penalty: 5795.381348
	Iteration 54Q: 3 clusters Score -1.825747e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -18257354.000000 Penalty: 5795.381348
	Iteration 55Q: 3 clusters Score -1.825735e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -18257372.000000 Penalty: 5795.381348
	Iteration 56Q: 3 clusters Score -1.825737e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -18257228.000000 Penalty: 5795.381348
	Iteration 57Q: 3 clusters Score -1.825723e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115478 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -18257148.000000 Penalty: 5795.381348
	Iteration 58Q: 3 clusters Score -1.825715e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -18257070.000000 Penalty: 5795.381348
	Iteration 59Q: 3 clusters Score -1.825707e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -18257002.000000 Penalty: 5795.381348
	Iteration 60F: 3 clusters Score -1.8257e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18256932.000000 Penalty: 5795.381348
	Iteration 61Q: 3 clusters Score -1.825693e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116194 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -18256918.000000 Penalty: 5795.381348
	Iteration 62Q: 3 clusters Score -1.825692e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18256886.000000 Penalty: 5795.381348
	Iteration 63Q: 3 clusters Score -1.825689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -18256848.000000 Penalty: 5795.381348
	Iteration 64Q: 3 clusters Score -1.825685e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -18256808.000000 Penalty: 5795.381348
	Iteration 65Q: 3 clusters Score -1.825681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -18256734.000000 Penalty: 5795.381348
	Iteration 66Q: 3 clusters Score -1.825673e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18256728.000000 Penalty: 5795.381348
	Iteration 67Q: 3 clusters Score -1.825673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18256754.000000 Penalty: 5795.381348
	Iteration 68Q: 3 clusters Score -1.825675e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18256742.000000 Penalty: 5795.381348
	Iteration 69Q: 3 clusters Score -1.825674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -18256738.000000 Penalty: 5795.381348
	Iteration 70Q: 3 clusters Score -1.825674e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116907 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18256710.000000 Penalty: 5795.381348
	Iteration 71Q: 3 clusters Score -1.825671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -18256714.000000 Penalty: 5795.381348
	Iteration 72Q: 3 clusters Score -1.825671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -18256704.000000 Penalty: 5795.381348
	Iteration 73Q: 3 clusters Score -1.82567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -18256702.000000 Penalty: 5795.381348
	Iteration 74Q: 3 clusters Score -1.82567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116986 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18256698.000000 Penalty: 5795.381348
	Iteration 75Q: 3 clusters Score -1.82567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116996 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18256688.000000 Penalty: 5795.381348
	Iteration 76Q: 3 clusters Score -1.825669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18256682.000000 Penalty: 5795.381348
	Iteration 77Q: 3 clusters Score -1.825668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117012 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18256686.000000 Penalty: 5795.381348
	Iteration 78Q: 3 clusters Score -1.825669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117020 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -18256680.000000 Penalty: 5795.381348
	Iteration 79Q: 3 clusters Score -1.825668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -18256666.000000 Penalty: 5795.381348
	Iteration 80F: 3 clusters Score -1.825667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117045 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -18256676.000000 Penalty: 5795.381348
	Iteration 81Q: 3 clusters Score -1.825668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -18256672.000000 Penalty: 5795.381348
	Iteration 82Q: 3 clusters Score -1.825667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -18256664.000000 Penalty: 5795.381348
	Iteration 83Q: 3 clusters Score -1.825666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18256652.000000 Penalty: 5795.381348
	Iteration 84Q: 3 clusters Score -1.825665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18256636.000000 Penalty: 5795.381348
	Iteration 85Q: 3 clusters Score -1.825664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -18256634.000000 Penalty: 5795.381348
	Iteration 86Q: 3 clusters Score -1.825663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -18256634.000000 Penalty: 5795.381348
	Iteration 87Q: 3 clusters Score -1.825663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -18256638.000000 Penalty: 5795.381348
	Iteration 88Q: 3 clusters Score -1.825664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117143 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18256642.000000 Penalty: 5795.381348
	Iteration 89Q: 3 clusters Score -1.825664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117151 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -18256642.000000 Penalty: 5795.381348
	Iteration 90Q: 3 clusters Score -1.825664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -18256638.000000 Penalty: 5795.381348
	Iteration 91Q: 3 clusters Score -1.825664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18256636.000000 Penalty: 5795.381348
	Iteration 92Q: 3 clusters Score -1.825664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18256628.000000 Penalty: 5795.381348
	Iteration 93Q: 3 clusters Score -1.825663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117169 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 94Q: 3 clusters Score -1.825662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117172 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -18256624.000000 Penalty: 5795.381348
	Iteration 95Q: 3 clusters Score -1.825662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117175 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 96Q: 3 clusters Score -1.825662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117177 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -18256604.000000 Penalty: 5795.381348
	Iteration 97Q: 3 clusters Score -1.82566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -18256598.000000 Penalty: 5795.381348
	Iteration 98Q: 3 clusters Score -1.82566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -18256604.000000 Penalty: 5795.381348
	Iteration 99Q: 3 clusters Score -1.82566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -18256598.000000 Penalty: 5795.381348
	Iteration 100F: 3 clusters Score -1.82566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -18256612.000000 Penalty: 5795.381348
	Iteration 101Q: 3 clusters Score -1.825661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -18256620.000000 Penalty: 5795.381348
	Iteration 102Q: 3 clusters Score -1.825662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 103Q: 3 clusters Score -1.825662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -18256622.000000 Penalty: 5795.381348
	Iteration 104Q: 3 clusters Score -1.825662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18256620.000000 Penalty: 5795.381348
	Iteration 105Q: 3 clusters Score -1.825662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117210 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 106Q: 3 clusters Score -1.825662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117218 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -18256620.000000 Penalty: 5795.381348
	Iteration 107Q: 3 clusters Score -1.825662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117231 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 108Q: 3 clusters Score -1.825662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -18256620.000000 Penalty: 5795.381348
	Iteration 109Q: 3 clusters Score -1.825662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117240 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -18256630.000000 Penalty: 5795.381348
	Iteration 110Q: 3 clusters Score -1.825663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -18256626.000000 Penalty: 5795.381348
	Iteration 111Q: 3 clusters Score -1.825663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 112Q: 3 clusters Score -1.825662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18256618.000000 Penalty: 5795.381348
	Iteration 113F: 3 clusters Score -1.825662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: 37934.906250 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 37934.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 157485 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26503 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 4242 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 37462 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 41525 members 
Mstep: Class 26 contains 16853 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110815 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118686 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151320.000000 Penalty: 136814.000000
Iteration 359Q: 42 clusters Score -1.041513e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 157532 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26498 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4243 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4388 members 
Mstep: Class 23 contains 37451 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 41519 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3314 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110860 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118621 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151384.000000 Penalty: 136814.000000
Iteration 360F: 42 clusters Score -1.041514e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 157598 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22446 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37439 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 41498 members 
Mstep: Class 26 contains 16845 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3308 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110857 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118604 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151416.000000 Penalty: 136814.000000
Iteration 361Q: 42 clusters Score -1.041514e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 157666 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 8 contains 9721 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37425 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 41488 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14459 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110861 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118563 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151416.000000 Penalty: 136814.000000
Iteration 362Q: 42 clusters Score -1.041514e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 157727 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26501 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22448 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 37412 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 41472 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 247 members 
Mstep: Class 31 contains 14458 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110847 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118544 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151456.000000 Penalty: 136814.000000
Iteration 363Q: 42 clusters Score -1.041515e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 157766 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26509 members 
Mstep: Class 8 contains 9722 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22448 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 37402 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 41462 members 
Mstep: Class 26 contains 16834 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14459 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110809 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118560 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151784.000000 Penalty: 136814.000000
Iteration 364Q: 42 clusters Score -1.041518e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 157804 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2289 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37388 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41450 members 
Mstep: Class 26 contains 16832 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14461 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110816 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118536 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151800.000000 Penalty: 136814.000000
Iteration 365Q: 42 clusters Score -1.041518e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 157808 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 12 contains 5123 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 37382 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41438 members 
Mstep: Class 26 contains 16830 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14463 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110863 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118501 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151872.000000 Penalty: 136814.000000
Iteration 366Q: 42 clusters Score -1.041519e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 157836 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 12 contains 5122 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37377 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41434 members 
Mstep: Class 26 contains 16828 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14469 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110883 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118461 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151984.000000 Penalty: 136814.000000
Iteration 367Q: 42 clusters Score -1.04152e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 157865 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26527 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 22445 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37372 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41435 members 
Mstep: Class 26 contains 16832 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14468 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110891 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118432 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151920.000000 Penalty: 136814.000000
Iteration 368Q: 42 clusters Score -1.041519e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 157951 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26532 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 12 contains 5119 members 
Mstep: Class 13 contains 22449 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2287 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37368 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41430 members 
Mstep: Class 26 contains 16837 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14470 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110841 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118392 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151960.000000 Penalty: 136814.000000
Iteration 369Q: 42 clusters Score -1.04152e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 158001 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22452 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4388 members 
Mstep: Class 23 contains 37359 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41429 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14472 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110791 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118392 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152112.000000 Penalty: 136814.000000
Iteration 370Q: 42 clusters Score -1.041521e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 158056 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 26534 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22450 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4388 members 
Mstep: Class 23 contains 37350 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41438 members 
Mstep: Class 26 contains 16842 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14473 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110742 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118385 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152144.000000 Penalty: 136814.000000
Iteration 371Q: 42 clusters Score -1.041521e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 158129 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22454 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2288 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 37343 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41429 members 
Mstep: Class 26 contains 16841 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14473 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110679 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118391 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151952.000000 Penalty: 136814.000000
Iteration 372Q: 42 clusters Score -1.04152e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 158181 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37334 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41418 members 
Mstep: Class 26 contains 16844 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14475 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110651 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118387 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152184.000000 Penalty: 136814.000000
Iteration 373Q: 42 clusters Score -1.041522e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 158208 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26529 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22448 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 37320 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41415 members 
Mstep: Class 26 contains 16847 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3305 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14478 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110672 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118350 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152216.000000 Penalty: 136814.000000
Iteration 374Q: 42 clusters Score -1.041522e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158249 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 26524 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 37314 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41417 members 
Mstep: Class 26 contains 16847 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14483 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110689 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118295 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152488.000000 Penalty: 136814.000000
Iteration 375Q: 42 clusters Score -1.041525e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 158277 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 26522 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4389 members 
Mstep: Class 23 contains 37306 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41402 members 
Mstep: Class 26 contains 16849 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110728 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118243 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152408.000000 Penalty: 136814.000000
Iteration 376Q: 42 clusters Score -1.041524e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158301 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26514 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4392 members 
Mstep: Class 23 contains 37302 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41393 members 
Mstep: Class 26 contains 16852 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2232 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110745 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118211 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152424.000000 Penalty: 136814.000000
Iteration 377Q: 42 clusters Score -1.041524e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158350 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4396 members 
Mstep: Class 23 contains 37295 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41381 members 
Mstep: Class 26 contains 16853 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110741 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118184 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152472.000000 Penalty: 136814.000000
Iteration 378Q: 42 clusters Score -1.041525e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158380 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30749 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3253 members 
Mstep: Class 7 contains 26500 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 37289 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41370 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110721 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118186 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152616.000000 Penalty: 136814.000000
Iteration 379Q: 42 clusters Score -1.041526e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 158433 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 26496 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 4398 members 
Mstep: Class 23 contains 37281 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41348 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3313 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110737 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118153 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152672.000000 Penalty: 136814.000000
Iteration 380F: 42 clusters Score -1.041527e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 158496 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 26488 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22441 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37280 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41330 members 
Mstep: Class 26 contains 16857 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3312 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110730 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118116 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152744.000000 Penalty: 136814.000000
Iteration 381Q: 42 clusters Score -1.041527e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158546 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 26485 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22439 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 37274 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41315 members 
Mstep: Class 26 contains 16855 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110725 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118094 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152776.000000 Penalty: 136814.000000
Iteration 382Q: 42 clusters Score -1.041528e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158600 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 26480 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 37272 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41306 members 
Mstep: Class 26 contains 16857 members 
Mstep: Class 27 contains 11022 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14490 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110706 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118083 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152904.000000 Penalty: 136814.000000
Iteration 383Q: 42 clusters Score -1.041529e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 158661 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3254 members 
Mstep: Class 7 contains 26478 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2291 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 37265 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41287 members 
Mstep: Class 26 contains 16856 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14489 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110671 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118080 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152920.000000 Penalty: 136814.000000
Iteration 384Q: 42 clusters Score -1.041529e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 158722 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 26471 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22438 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37262 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41276 members 
Mstep: Class 26 contains 16862 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110665 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 118034 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152928.000000 Penalty: 136814.000000
Iteration 385Q: 42 clusters Score -1.041529e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 158752 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 5537 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22436 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37259 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41271 members 
Mstep: Class 26 contains 16864 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14493 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110703 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117980 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152832.000000 Penalty: 136814.000000
Iteration 386Q: 42 clusters Score -1.041528e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 158804 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26459 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37253 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41257 members 
Mstep: Class 26 contains 16865 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14496 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110730 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117920 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152832.000000 Penalty: 136814.000000
Iteration 387Q: 42 clusters Score -1.041528e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 158854 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3256 members 
Mstep: Class 7 contains 26453 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37249 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41252 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110757 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117868 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152920.000000 Penalty: 136814.000000
Iteration 388Q: 42 clusters Score -1.041529e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 158894 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 3370 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22427 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37245 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 41247 members 
Mstep: Class 26 contains 16862 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14497 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110768 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117822 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152784.000000 Penalty: 136814.000000
Iteration 389Q: 42 clusters Score -1.041528e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 158941 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26448 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22427 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2294 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37242 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 41235 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110760 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117800 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153000.000000 Penalty: 136814.000000
Iteration 390Q: 42 clusters Score -1.04153e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 158981 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30751 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26446 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 37238 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 41220 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3310 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14501 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110758 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117777 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153168.000000 Penalty: 136814.000000
Iteration 391Q: 42 clusters Score -1.041532e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 159015 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26440 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22427 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 37235 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 41195 members 
Mstep: Class 26 contains 16862 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110734 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117792 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153392.000000 Penalty: 136814.000000
Iteration 392Q: 42 clusters Score -1.041534e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 159070 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 37228 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 41181 members 
Mstep: Class 26 contains 16866 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3309 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110684 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117813 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153456.000000 Penalty: 136814.000000
Iteration 393Q: 42 clusters Score -1.041535e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 159132 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26422 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 37215 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41167 members 
Mstep: Class 26 contains 16872 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14504 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110644 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1225 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117826 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153520.000000 Penalty: 136814.000000
Iteration 394Q: 42 clusters Score -1.041535e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159218 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30756 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26414 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 37211 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41142 members 
Mstep: Class 26 contains 16876 members 
Mstep: Class 27 contains 11020 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110628 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1224 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117792 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153448.000000 Penalty: 136814.000000
Iteration 395Q: 42 clusters Score -1.041534e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159293 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30757 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26409 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 37209 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41114 members 
Mstep: Class 26 contains 16873 members 
Mstep: Class 27 contains 11018 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14500 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110603 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1223 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117782 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153560.000000 Penalty: 136814.000000
Iteration 396Q: 42 clusters Score -1.041536e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159358 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30758 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26401 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37201 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41095 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 11017 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14500 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110558 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1222 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117790 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153784.000000 Penalty: 136814.000000
Iteration 397Q: 42 clusters Score -1.041538e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159428 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26387 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15890 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37198 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41070 members 
Mstep: Class 26 contains 16873 members 
Mstep: Class 27 contains 11017 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110496 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1223 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117825 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153880.000000 Penalty: 136814.000000
Iteration 398Q: 42 clusters Score -1.041539e+08 nChanged 410
Entering ConstructFrom: 
Score: -104153880.000000 Penalty: 136814.000000
Entering ConstructFrom: 
Trying to split cluster 1 (16485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Entering Unmasked Estep 
Score: -2316774.000000 Penalty: 2408.131104
	Iteration 0F: 2 clusters Score -2316774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2304975.250000 Penalty: 4816.262207
	Iteration 0F: 3 clusters Score -2304975 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2309240.500000 Penalty: 4816.262207
	Iteration 1F: 3 clusters Score -2309240 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2310139.250000 Penalty: 4816.262207
	Iteration 2F: 3 clusters Score -2310139 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2311000.750000 Penalty: 4816.262207
	Iteration 3F: 3 clusters Score -2311001 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2311841.250000 Penalty: 4816.262207
	Iteration 4F: 3 clusters Score -2311841 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2312531.000000 Penalty: 4816.262207
	Iteration 5F: 3 clusters Score -2312531 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2313000.750000 Penalty: 4816.262207
	Iteration 6Q: 3 clusters Score -2313001 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2313373.000000 Penalty: 4816.262207
	Iteration 7Q: 3 clusters Score -2313373 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2313632.500000 Penalty: 4816.262207
	Iteration 8Q: 3 clusters Score -2313632 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2313805.000000 Penalty: 4816.262207
	Iteration 9Q: 3 clusters Score -2313805 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2313945.500000 Penalty: 4816.262207
	Iteration 10Q: 3 clusters Score -2313946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2314055.250000 Penalty: 4816.262207
	Iteration 11Q: 3 clusters Score -2314055 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2314126.000000 Penalty: 4816.262207
	Iteration 12Q: 3 clusters Score -2314126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2314175.750000 Penalty: 4816.262207
	Iteration 13Q: 3 clusters Score -2314176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2314210.750000 Penalty: 4816.262207
	Iteration 14Q: 3 clusters Score -2314211 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2314237.000000 Penalty: 4816.262207
	Iteration 15Q: 3 clusters Score -2314237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2314272.750000 Penalty: 4816.262207
	Iteration 16Q: 3 clusters Score -2314273 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2314298.000000 Penalty: 4816.262207
	Iteration 17Q: 3 clusters Score -2314298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2314325.750000 Penalty: 4816.262207
	Iteration 18Q: 3 clusters Score -2314326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2314375.500000 Penalty: 4816.262207
	Iteration 19Q: 3 clusters Score -2314376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2314415.250000 Penalty: 4816.262207
	Iteration 20F: 3 clusters Score -2314415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2314446.500000 Penalty: 4816.262207
	Iteration 21Q: 3 clusters Score -2314446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2314484.500000 Penalty: 4816.262207
	Iteration 22Q: 3 clusters Score -2314484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2314517.750000 Penalty: 4816.262207
	Iteration 23Q: 3 clusters Score -2314518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2314560.000000 Penalty: 4816.262207
	Iteration 24Q: 3 clusters Score -2314560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2314604.500000 Penalty: 4816.262207
	Iteration 25Q: 3 clusters Score -2314604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2314653.500000 Penalty: 4816.262207
	Iteration 26Q: 3 clusters Score -2314654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2314691.750000 Penalty: 4816.262207
	Iteration 27Q: 3 clusters Score -2314692 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2314749.250000 Penalty: 4816.262207
	Iteration 28Q: 3 clusters Score -2314749 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2314786.000000 Penalty: 4816.262207
	Iteration 29Q: 3 clusters Score -2314786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2314823.000000 Penalty: 4816.262207
	Iteration 30Q: 3 clusters Score -2314823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2314881.250000 Penalty: 4816.262207
	Iteration 31Q: 3 clusters Score -2314881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2314951.500000 Penalty: 4816.262207
	Iteration 32Q: 3 clusters Score -2314952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2315014.250000 Penalty: 4816.262207
	Iteration 33Q: 3 clusters Score -2315014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2315090.750000 Penalty: 4816.262207
	Iteration 34Q: 3 clusters Score -2315091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2315160.500000 Penalty: 4816.262207
	Iteration 35Q: 3 clusters Score -2315160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2315203.750000 Penalty: 4816.262207
	Iteration 36Q: 3 clusters Score -2315204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2315256.750000 Penalty: 4816.262207
	Iteration 37Q: 3 clusters Score -2315257 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2315302.750000 Penalty: 4816.262207
	Iteration 38Q: 3 clusters Score -2315303 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2315345.000000 Penalty: 4816.262207
	Iteration 39Q: 3 clusters Score -2315345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2315381.500000 Penalty: 4816.262207
	Iteration 40F: 3 clusters Score -2315382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2315419.750000 Penalty: 4816.262207
	Iteration 41Q: 3 clusters Score -2315420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2315453.000000 Penalty: 4816.262207
	Iteration 42Q: 3 clusters Score -2315453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2315482.500000 Penalty: 4816.262207
	Iteration 43Q: 3 clusters Score -2315482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2315522.000000 Penalty: 4816.262207
	Iteration 44Q: 3 clusters Score -2315522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2315556.750000 Penalty: 4816.262207
	Iteration 45Q: 3 clusters Score -2315557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2315594.500000 Penalty: 4816.262207
	Iteration 46Q: 3 clusters Score -2315594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2315639.500000 Penalty: 4816.262207
	Iteration 47Q: 3 clusters Score -2315640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2315663.250000 Penalty: 4816.262207
	Iteration 48Q: 3 clusters Score -2315663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2315689.500000 Penalty: 4816.262207
	Iteration 49Q: 3 clusters Score -2315690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2315710.250000 Penalty: 4816.262207
	Iteration 50Q: 3 clusters Score -2315710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2315715.250000 Penalty: 4816.262207
	Iteration 51Q: 3 clusters Score -2315715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2315725.500000 Penalty: 4816.262207
	Iteration 52Q: 3 clusters Score -2315726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2315736.500000 Penalty: 4816.262207
	Iteration 53Q: 3 clusters Score -2315736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2315740.500000 Penalty: 4816.262207
	Iteration 54Q: 3 clusters Score -2315740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2315742.750000 Penalty: 4816.262207
	Iteration 55Q: 3 clusters Score -2315743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2315745.750000 Penalty: 4816.262207
	Iteration 56Q: 3 clusters Score -2315746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2315747.750000 Penalty: 4816.262207
	Iteration 57Q: 3 clusters Score -2315748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2315753.750000 Penalty: 4816.262207
	Iteration 58Q: 3 clusters Score -2315754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2315753.250000 Penalty: 4816.262207
	Iteration 59Q: 3 clusters Score -2315753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2315753.000000 Penalty: 4816.262207
	Iteration 60F: 3 clusters Score -2315753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2315751.500000 Penalty: 4816.262207
	Iteration 61Q: 3 clusters Score -2315752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2315754.750000 Penalty: 4816.262207
	Iteration 62Q: 3 clusters Score -2315755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2315753.000000 Penalty: 4816.262207
	Iteration 63Q: 3 clusters Score -2315753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2315753.000000 Penalty: 4816.262207
	Iteration 64F: 3 clusters Score -2315753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (159493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Entering Unmasked Estep 
Score: -24538264.000000 Penalty: 2970.979248
	Iteration 0F: 2 clusters Score -2.453826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -24441934.000000 Penalty: 5941.958496
	Iteration 0F: 3 clusters Score -2.444193e+07 nChanged 76328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -24485666.000000 Penalty: 5941.958496
	Iteration 1F: 3 clusters Score -2.448567e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -24486680.000000 Penalty: 5941.958496
	Iteration 2Q: 3 clusters Score -2.448668e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -24487646.000000 Penalty: 5941.958496
	Iteration 3Q: 3 clusters Score -2.448765e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -24488948.000000 Penalty: 5941.958496
	Iteration 4Q: 3 clusters Score -2.448895e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -24490904.000000 Penalty: 5941.958496
	Iteration 5Q: 3 clusters Score -2.44909e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -24493640.000000 Penalty: 5941.958496
	Iteration 6Q: 3 clusters Score -2.449364e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -24497816.000000 Penalty: 5941.958496
	Iteration 7F: 3 clusters Score -2.449782e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -24503992.000000 Penalty: 5941.958496
	Iteration 8F: 3 clusters Score -2.450399e+07 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -24511176.000000 Penalty: 5941.958496
	Iteration 9F: 3 clusters Score -2.451118e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128395 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -24518398.000000 Penalty: 5941.958496
	Iteration 10F: 3 clusters Score -2.45184e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135332 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -24523802.000000 Penalty: 5941.958496
	Iteration 11Q: 3 clusters Score -2.45238e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -24527086.000000 Penalty: 5941.958496
	Iteration 12Q: 3 clusters Score -2.452709e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -24529036.000000 Penalty: 5941.958496
	Iteration 13Q: 3 clusters Score -2.452904e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -24530322.000000 Penalty: 5941.958496
	Iteration 14Q: 3 clusters Score -2.453032e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148311 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -24531372.000000 Penalty: 5941.958496
	Iteration 15Q: 3 clusters Score -2.453137e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -24532186.000000 Penalty: 5941.958496
	Iteration 16Q: 3 clusters Score -2.453219e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -24532868.000000 Penalty: 5941.958496
	Iteration 17Q: 3 clusters Score -2.453287e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -24533332.000000 Penalty: 5941.958496
	Iteration 18Q: 3 clusters Score -2.453333e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153444 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -24533728.000000 Penalty: 5941.958496
	Iteration 19Q: 3 clusters Score -2.453373e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -24534140.000000 Penalty: 5941.958496
	Iteration 20F: 3 clusters Score -2.453414e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -24534450.000000 Penalty: 5941.958496
	Iteration 21Q: 3 clusters Score -2.453445e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155376 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -24534652.000000 Penalty: 5941.958496
	Iteration 22Q: 3 clusters Score -2.453465e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -24534842.000000 Penalty: 5941.958496
	Iteration 23Q: 3 clusters Score -2.453484e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156152 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -24534982.000000 Penalty: 5941.958496
	Iteration 24Q: 3 clusters Score -2.453498e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156427 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -24535066.000000 Penalty: 5941.958496
	Iteration 25Q: 3 clusters Score -2.453507e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156654 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -24535222.000000 Penalty: 5941.958496
	Iteration 26Q: 3 clusters Score -2.453522e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -24535266.000000 Penalty: 5941.958496
	Iteration 27Q: 3 clusters Score -2.453527e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -24535384.000000 Penalty: 5941.958496
	Iteration 28Q: 3 clusters Score -2.453538e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -24535418.000000 Penalty: 5941.958496
	Iteration 29Q: 3 clusters Score -2.453542e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -24535488.000000 Penalty: 5941.958496
	Iteration 30Q: 3 clusters Score -2.453549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -24535516.000000 Penalty: 5941.958496
	Iteration 31Q: 3 clusters Score -2.453552e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157422 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -24535534.000000 Penalty: 5941.958496
	Iteration 32Q: 3 clusters Score -2.453553e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -24535610.000000 Penalty: 5941.958496
	Iteration 33Q: 3 clusters Score -2.453561e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -24535636.000000 Penalty: 5941.958496
	Iteration 34Q: 3 clusters Score -2.453564e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157650 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -24535682.000000 Penalty: 5941.958496
	Iteration 35Q: 3 clusters Score -2.453568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -24535682.000000 Penalty: 5941.958496
	Iteration 36Q: 3 clusters Score -2.453568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -24535722.000000 Penalty: 5941.958496
	Iteration 37Q: 3 clusters Score -2.453572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -24535694.000000 Penalty: 5941.958496
	Iteration 38Q: 3 clusters Score -2.453569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -24535686.000000 Penalty: 5941.958496
	Iteration 39Q: 3 clusters Score -2.453569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -24535722.000000 Penalty: 5941.958496
	Iteration 40F: 3 clusters Score -2.453572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -24535696.000000 Penalty: 5941.958496
	Iteration 41Q: 3 clusters Score -2.45357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157859 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24535704.000000 Penalty: 5941.958496
	Iteration 42Q: 3 clusters Score -2.45357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -24535728.000000 Penalty: 5941.958496
	Iteration 43Q: 3 clusters Score -2.453573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157894 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -24535742.000000 Penalty: 5941.958496
	Iteration 44Q: 3 clusters Score -2.453574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24535754.000000 Penalty: 5941.958496
	Iteration 45Q: 3 clusters Score -2.453575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157925 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24535766.000000 Penalty: 5941.958496
	Iteration 46Q: 3 clusters Score -2.453577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157932 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24535782.000000 Penalty: 5941.958496
	Iteration 47Q: 3 clusters Score -2.453578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24535802.000000 Penalty: 5941.958496
	Iteration 48Q: 3 clusters Score -2.45358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24535812.000000 Penalty: 5941.958496
	Iteration 49Q: 3 clusters Score -2.453581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -24535800.000000 Penalty: 5941.958496
	Iteration 50Q: 3 clusters Score -2.45358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -24535806.000000 Penalty: 5941.958496
	Iteration 51Q: 3 clusters Score -2.453581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157954 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24535804.000000 Penalty: 5941.958496
	Iteration 52Q: 3 clusters Score -2.45358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -24535808.000000 Penalty: 5941.958496
	Iteration 53Q: 3 clusters Score -2.453581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24535786.000000 Penalty: 5941.958496
	Iteration 54Q: 3 clusters Score -2.453579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24535792.000000 Penalty: 5941.958496
	Iteration 55Q: 3 clusters Score -2.453579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157966 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -24535778.000000 Penalty: 5941.958496
	Iteration 56Q: 3 clusters Score -2.453578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24535788.000000 Penalty: 5941.958496
	Iteration 57Q: 3 clusters Score -2.453579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -24535788.000000 Penalty: 5941.958496
	Iteration 58F: 3 clusters Score -2.453579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -19014.859375 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -19014.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18102.482422 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -18102.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18193.728516 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -18193.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18223.042969 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -18223.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18231.648438 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -18231.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18238.062500 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -18238.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18238.062500 Penalty: 2511.047119
	Iteration 5F: 3 clusters Score -18238.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Entering Unmasked Estep 
Score: -4754025.500000 Penalty: 2562.840820
	Iteration 0F: 2 clusters Score -4754026 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 15249 members 
Entering Unmasked Estep 
Score: -4732984.500000 Penalty: 5125.681641
	Iteration 0F: 3 clusters Score -4732984 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4740537.500000 Penalty: 5125.681641
	Iteration 1F: 3 clusters Score -4740538 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4741287.500000 Penalty: 5125.681641
	Iteration 2F: 3 clusters Score -4741288 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4742270.500000 Penalty: 5125.681641
	Iteration 3F: 3 clusters Score -4742270 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4743746.500000 Penalty: 5125.681641
	Iteration 4F: 3 clusters Score -4743746 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -4745515.500000 Penalty: 5125.681641
	Iteration 5F: 3 clusters Score -4745516 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4747162.000000 Penalty: 5125.681641
	Iteration 6F: 3 clusters Score -4747162 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4748525.500000 Penalty: 5125.681641
	Iteration 7F: 3 clusters Score -4748526 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4749619.000000 Penalty: 5125.681641
	Iteration 8Q: 3 clusters Score -4749619 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4750424.000000 Penalty: 5125.681641
	Iteration 9Q: 3 clusters Score -4750424 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4750925.500000 Penalty: 5125.681641
	Iteration 10Q: 3 clusters Score -4750926 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4751247.000000 Penalty: 5125.681641
	Iteration 11Q: 3 clusters Score -4751247 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4751435.000000 Penalty: 5125.681641
	Iteration 12Q: 3 clusters Score -4751435 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4751587.000000 Penalty: 5125.681641
	Iteration 13Q: 3 clusters Score -4751587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4751676.000000 Penalty: 5125.681641
	Iteration 14Q: 3 clusters Score -4751676 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4751771.500000 Penalty: 5125.681641
	Iteration 15Q: 3 clusters Score -4751772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4751837.000000 Penalty: 5125.681641
	Iteration 16Q: 3 clusters Score -4751837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4751874.000000 Penalty: 5125.681641
	Iteration 17Q: 3 clusters Score -4751874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4751900.000000 Penalty: 5125.681641
	Iteration 18Q: 3 clusters Score -4751900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4751918.500000 Penalty: 5125.681641
	Iteration 19Q: 3 clusters Score -4751918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4751931.000000 Penalty: 5125.681641
	Iteration 20F: 3 clusters Score -4751931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4751953.000000 Penalty: 5125.681641
	Iteration 21Q: 3 clusters Score -4751953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4751973.000000 Penalty: 5125.681641
	Iteration 22Q: 3 clusters Score -4751973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4751977.500000 Penalty: 5125.681641
	Iteration 23Q: 3 clusters Score -4751978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4751992.500000 Penalty: 5125.681641
	Iteration 24Q: 3 clusters Score -4751992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4751996.500000 Penalty: 5125.681641
	Iteration 25Q: 3 clusters Score -4751996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4751995.500000 Penalty: 5125.681641
	Iteration 26Q: 3 clusters Score -4751996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4751998.000000 Penalty: 5125.681641
	Iteration 27Q: 3 clusters Score -4751998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4752001.000000 Penalty: 5125.681641
	Iteration 28Q: 3 clusters Score -4752001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4752017.000000 Penalty: 5125.681641
	Iteration 29Q: 3 clusters Score -4752017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4752018.500000 Penalty: 5125.681641
	Iteration 30Q: 3 clusters Score -4752018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4752022.000000 Penalty: 5125.681641
	Iteration 31Q: 3 clusters Score -4752022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4752025.000000 Penalty: 5125.681641
	Iteration 32Q: 3 clusters Score -4752025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4752027.500000 Penalty: 5125.681641
	Iteration 33Q: 3 clusters Score -4752028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4752024.000000 Penalty: 5125.681641
	Iteration 34Q: 3 clusters Score -4752024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4752032.000000 Penalty: 5125.681641
	Iteration 35Q: 3 clusters Score -4752032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4752032.000000 Penalty: 5125.681641
	Iteration 36Q: 3 clusters Score -4752032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4752031.000000 Penalty: 5125.681641
	Iteration 37Q: 3 clusters Score -4752031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4752035.500000 Penalty: 5125.681641
	Iteration 38Q: 3 clusters Score -4752036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4752041.500000 Penalty: 5125.681641
	Iteration 39Q: 3 clusters Score -4752042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4752045.500000 Penalty: 5125.681641
	Iteration 40F: 3 clusters Score -4752046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4752045.500000 Penalty: 5125.681641
	Iteration 41Q: 3 clusters Score -4752046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4752048.000000 Penalty: 5125.681641
	Iteration 42Q: 3 clusters Score -4752048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4752048.000000 Penalty: 5125.681641
	Iteration 43Q: 3 clusters Score -4752048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4752048.500000 Penalty: 5125.681641
	Iteration 44Q: 3 clusters Score -4752048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4752048.500000 Penalty: 5125.681641
	Iteration 45F: 3 clusters Score -4752048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -503865.468750 Penalty: 2014.568848
	Iteration 0F: 2 clusters Score -503865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -500341.031250 Penalty: 4029.137695
	Iteration 0F: 3 clusters Score -500341 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -501085.906250 Penalty: 4029.137695
	Iteration 1F: 3 clusters Score -501085.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -501270.687500 Penalty: 4029.137695
	Iteration 2F: 3 clusters Score -501270.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -501396.437500 Penalty: 4029.137695
	Iteration 3F: 3 clusters Score -501396.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -501517.281250 Penalty: 4029.137695
	Iteration 4Q: 3 clusters Score -501517.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -501616.562500 Penalty: 4029.137695
	Iteration 5Q: 3 clusters Score -501616.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -501729.343750 Penalty: 4029.137695
	Iteration 6Q: 3 clusters Score -501729.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -501830.875000 Penalty: 4029.137695
	Iteration 7Q: 3 clusters Score -501830.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -501949.625000 Penalty: 4029.137695
	Iteration 8Q: 3 clusters Score -501949.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -502044.125000 Penalty: 4029.137695
	Iteration 9Q: 3 clusters Score -502044.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -502112.718750 Penalty: 4029.137695
	Iteration 10Q: 3 clusters Score -502112.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -502157.031250 Penalty: 4029.137695
	Iteration 11Q: 3 clusters Score -502157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -502195.750000 Penalty: 4029.137695
	Iteration 12Q: 3 clusters Score -502195.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -502223.343750 Penalty: 4029.137695
	Iteration 13Q: 3 clusters Score -502223.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -502249.031250 Penalty: 4029.137695
	Iteration 14Q: 3 clusters Score -502249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -502272.906250 Penalty: 4029.137695
	Iteration 15Q: 3 clusters Score -502272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -502292.781250 Penalty: 4029.137695
	Iteration 16Q: 3 clusters Score -502292.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -502302.968750 Penalty: 4029.137695
	Iteration 17Q: 3 clusters Score -502303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -502311.187500 Penalty: 4029.137695
	Iteration 18Q: 3 clusters Score -502311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -502317.687500 Penalty: 4029.137695
	Iteration 19Q: 3 clusters Score -502317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -502322.937500 Penalty: 4029.137695
	Iteration 20F: 3 clusters Score -502322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -502326.031250 Penalty: 4029.137695
	Iteration 21Q: 3 clusters Score -502326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -502328.968750 Penalty: 4029.137695
	Iteration 22Q: 3 clusters Score -502329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -502331.031250 Penalty: 4029.137695
	Iteration 23Q: 3 clusters Score -502331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -502332.281250 Penalty: 4029.137695
	Iteration 24Q: 3 clusters Score -502332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -502333.406250 Penalty: 4029.137695
	Iteration 25Q: 3 clusters Score -502333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -502335.125000 Penalty: 4029.137695
	Iteration 26Q: 3 clusters Score -502335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -502335.750000 Penalty: 4029.137695
	Iteration 27Q: 3 clusters Score -502335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -502336.000000 Penalty: 4029.137695
	Iteration 28Q: 3 clusters Score -502336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -502336.000000 Penalty: 4029.137695
	Iteration 29F: 3 clusters Score -502336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -475547.937500 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -475547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -472117.031250 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -472117 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -472835.343750 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -472835.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -473047.312500 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -473047.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -473208.531250 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -473208.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -473353.375000 Penalty: 4012.687500
	Iteration 4Q: 3 clusters Score -473353.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -473508.312500 Penalty: 4012.687500
	Iteration 5Q: 3 clusters Score -473508.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -473647.125000 Penalty: 4012.687500
	Iteration 6Q: 3 clusters Score -473647.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -473797.406250 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -473797.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -473985.906250 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -473985.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -474178.750000 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -474178.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -474380.875000 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -474380.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -474509.781250 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -474509.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -474596.000000 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -474596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -474653.593750 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -474653.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -474683.750000 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -474683.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -474702.968750 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -474703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -474723.250000 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -474723.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -474738.656250 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -474738.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -474756.843750 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -474756.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -474770.187500 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -474770.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -474785.281250 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -474785.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -474800.875000 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -474800.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -474809.968750 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -474810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -474816.656250 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -474816.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -474824.187500 Penalty: 4012.687500
	Iteration 24Q: 3 clusters Score -474824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -474834.531250 Penalty: 4012.687500
	Iteration 25Q: 3 clusters Score -474834.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -474843.031250 Penalty: 4012.687500
	Iteration 26Q: 3 clusters Score -474843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -474853.406250 Penalty: 4012.687500
	Iteration 27Q: 3 clusters Score -474853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -474864.000000 Penalty: 4012.687500
	Iteration 28Q: 3 clusters Score -474864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -474870.031250 Penalty: 4012.687500
	Iteration 29Q: 3 clusters Score -474870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -474875.625000 Penalty: 4012.687500
	Iteration 30Q: 3 clusters Score -474875.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -474879.968750 Penalty: 4012.687500
	Iteration 31Q: 3 clusters Score -474880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -474883.875000 Penalty: 4012.687500
	Iteration 32Q: 3 clusters Score -474883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -474888.312500 Penalty: 4012.687500
	Iteration 33Q: 3 clusters Score -474888.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -474891.875000 Penalty: 4012.687500
	Iteration 34Q: 3 clusters Score -474891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -474897.125000 Penalty: 4012.687500
	Iteration 35Q: 3 clusters Score -474897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -474902.875000 Penalty: 4012.687500
	Iteration 36Q: 3 clusters Score -474902.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -474908.656250 Penalty: 4012.687500
	Iteration 37Q: 3 clusters Score -474908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -474911.187500 Penalty: 4012.687500
	Iteration 38Q: 3 clusters Score -474911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -474913.406250 Penalty: 4012.687500
	Iteration 39Q: 3 clusters Score -474913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -474916.281250 Penalty: 4012.687500
	Iteration 40F: 3 clusters Score -474916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -474918.812500 Penalty: 4012.687500
	Iteration 41Q: 3 clusters Score -474918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -474922.718750 Penalty: 4012.687500
	Iteration 42Q: 3 clusters Score -474922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -474924.125000 Penalty: 4012.687500
	Iteration 43Q: 3 clusters Score -474924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -474926.968750 Penalty: 4012.687500
	Iteration 44Q: 3 clusters Score -474927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -474929.843750 Penalty: 4012.687500
	Iteration 45Q: 3 clusters Score -474929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -474931.968750 Penalty: 4012.687500
	Iteration 46Q: 3 clusters Score -474932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -474934.062500 Penalty: 4012.687500
	Iteration 47Q: 3 clusters Score -474934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -474935.062500 Penalty: 4012.687500
	Iteration 48Q: 3 clusters Score -474935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -474935.437500 Penalty: 4012.687500
	Iteration 49Q: 3 clusters Score -474935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -474935.437500 Penalty: 4012.687500
	Iteration 50F: 3 clusters Score -474935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Entering Unmasked Estep 
Score: -4016926.250000 Penalty: 2524.748291
	Iteration 0F: 2 clusters Score -4016926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3998657.250000 Penalty: 5049.496582
	Iteration 0F: 3 clusters Score -3998657 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4004936.000000 Penalty: 5049.496582
	Iteration 1F: 3 clusters Score -4004936 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4005370.500000 Penalty: 5049.496582
	Iteration 2Q: 3 clusters Score -4005370 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4005761.500000 Penalty: 5049.496582
	Iteration 3Q: 3 clusters Score -4005762 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4006139.750000 Penalty: 5049.496582
	Iteration 4Q: 3 clusters Score -4006140 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4006503.000000 Penalty: 5049.496582
	Iteration 5Q: 3 clusters Score -4006503 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -4006973.500000 Penalty: 5049.496582
	Iteration 6Q: 3 clusters Score -4006974 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4007502.500000 Penalty: 5049.496582
	Iteration 7Q: 3 clusters Score -4007502 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4008150.250000 Penalty: 5049.496582
	Iteration 8Q: 3 clusters Score -4008150 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4008988.000000 Penalty: 5049.496582
	Iteration 9Q: 3 clusters Score -4008988 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4009965.750000 Penalty: 5049.496582
	Iteration 10F: 3 clusters Score -4009966 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4011058.750000 Penalty: 5049.496582
	Iteration 11Q: 3 clusters Score -4011059 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4012098.750000 Penalty: 5049.496582
	Iteration 12Q: 3 clusters Score -4012099 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -4012781.750000 Penalty: 5049.496582
	Iteration 13Q: 3 clusters Score -4012782 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -4013195.500000 Penalty: 5049.496582
	Iteration 14Q: 3 clusters Score -4013196 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4013470.000000 Penalty: 5049.496582
	Iteration 15Q: 3 clusters Score -4013470 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4013670.000000 Penalty: 5049.496582
	Iteration 16Q: 3 clusters Score -4013670 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4013792.250000 Penalty: 5049.496582
	Iteration 17Q: 3 clusters Score -4013792 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4013918.250000 Penalty: 5049.496582
	Iteration 18Q: 3 clusters Score -4013918 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4013990.000000 Penalty: 5049.496582
	Iteration 19Q: 3 clusters Score -4013990 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4014074.000000 Penalty: 5049.496582
	Iteration 20F: 3 clusters Score -4014074 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4014146.000000 Penalty: 5049.496582
	Iteration 21Q: 3 clusters Score -4014146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4014204.500000 Penalty: 5049.496582
	Iteration 22Q: 3 clusters Score -4014204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4014261.750000 Penalty: 5049.496582
	Iteration 23Q: 3 clusters Score -4014262 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4014330.250000 Penalty: 5049.496582
	Iteration 24Q: 3 clusters Score -4014330 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4014385.500000 Penalty: 5049.496582
	Iteration 25Q: 3 clusters Score -4014386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4014438.250000 Penalty: 5049.496582
	Iteration 26Q: 3 clusters Score -4014438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -4014469.250000 Penalty: 5049.496582
	Iteration 27Q: 3 clusters Score -4014469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4014518.500000 Penalty: 5049.496582
	Iteration 28Q: 3 clusters Score -4014518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4014542.500000 Penalty: 5049.496582
	Iteration 29Q: 3 clusters Score -4014542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4014560.500000 Penalty: 5049.496582
	Iteration 30Q: 3 clusters Score -4014560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4014565.500000 Penalty: 5049.496582
	Iteration 31Q: 3 clusters Score -4014566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4014580.750000 Penalty: 5049.496582
	Iteration 32Q: 3 clusters Score -4014581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4014608.500000 Penalty: 5049.496582
	Iteration 33Q: 3 clusters Score -4014608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4014627.500000 Penalty: 5049.496582
	Iteration 34Q: 3 clusters Score -4014628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4014642.750000 Penalty: 5049.496582
	Iteration 35Q: 3 clusters Score -4014643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -4014658.750000 Penalty: 5049.496582
	Iteration 36Q: 3 clusters Score -4014659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4014667.250000 Penalty: 5049.496582
	Iteration 37Q: 3 clusters Score -4014667 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4014685.000000 Penalty: 5049.496582
	Iteration 38Q: 3 clusters Score -4014685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4014692.000000 Penalty: 5049.496582
	Iteration 39Q: 3 clusters Score -4014692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4014692.750000 Penalty: 5049.496582
	Iteration 40F: 3 clusters Score -4014693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4014700.250000 Penalty: 5049.496582
	Iteration 41Q: 3 clusters Score -4014700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -4014707.500000 Penalty: 5049.496582
	Iteration 42Q: 3 clusters Score -4014708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4014717.250000 Penalty: 5049.496582
	Iteration 43Q: 3 clusters Score -4014717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4014722.500000 Penalty: 5049.496582
	Iteration 44Q: 3 clusters Score -4014722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4014743.500000 Penalty: 5049.496582
	Iteration 45Q: 3 clusters Score -4014744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4014747.000000 Penalty: 5049.496582
	Iteration 46Q: 3 clusters Score -4014747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4014754.750000 Penalty: 5049.496582
	Iteration 47Q: 3 clusters Score -4014755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4014759.500000 Penalty: 5049.496582
	Iteration 48Q: 3 clusters Score -4014760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4014758.750000 Penalty: 5049.496582
	Iteration 49Q: 3 clusters Score -4014759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4014763.500000 Penalty: 5049.496582
	Iteration 50Q: 3 clusters Score -4014764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4014777.250000 Penalty: 5049.496582
	Iteration 51Q: 3 clusters Score -4014777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -4014777.500000 Penalty: 5049.496582
	Iteration 52Q: 3 clusters Score -4014778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4014790.000000 Penalty: 5049.496582
	Iteration 53Q: 3 clusters Score -4014790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4014792.750000 Penalty: 5049.496582
	Iteration 54Q: 3 clusters Score -4014793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4014805.500000 Penalty: 5049.496582
	Iteration 55Q: 3 clusters Score -4014806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4014810.250000 Penalty: 5049.496582
	Iteration 56Q: 3 clusters Score -4014810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4014818.750000 Penalty: 5049.496582
	Iteration 57Q: 3 clusters Score -4014819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4014822.250000 Penalty: 5049.496582
	Iteration 58Q: 3 clusters Score -4014822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -4014824.000000 Penalty: 5049.496582
	Iteration 59Q: 3 clusters Score -4014824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4014821.250000 Penalty: 5049.496582
	Iteration 60F: 3 clusters Score -4014821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4014823.250000 Penalty: 5049.496582
	Iteration 61Q: 3 clusters Score -4014823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4014825.000000 Penalty: 5049.496582
	Iteration 62Q: 3 clusters Score -4014825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4014828.750000 Penalty: 5049.496582
	Iteration 63Q: 3 clusters Score -4014829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4014827.500000 Penalty: 5049.496582
	Iteration 64Q: 3 clusters Score -4014828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4014827.500000 Penalty: 5049.496582
	Iteration 65F: 3 clusters Score -4014828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1467526.875000 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1467527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1460049.000000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1460049 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1462258.500000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1462258 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1462665.000000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1462665 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1463096.875000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1463097 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1463572.250000 Penalty: 4554.600098
	Iteration 4F: 3 clusters Score -1463572 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1464030.625000 Penalty: 4554.600098
	Iteration 5F: 3 clusters Score -1464031 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1464442.625000 Penalty: 4554.600098
	Iteration 6F: 3 clusters Score -1464443 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1464792.125000 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1464792 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1465064.500000 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1465064 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1465234.875000 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1465235 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1465347.000000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1465347 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1465424.750000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1465425 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1465480.625000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1465481 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1465526.000000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1465526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1465584.625000 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1465585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1465643.375000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1465643 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1465703.500000 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1465704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1465766.625000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1465767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1465817.000000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1465817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1465854.250000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1465854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1465880.750000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1465881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1465899.375000 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1465899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1465903.500000 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1465904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1465915.625000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1465916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1465924.000000 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1465924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1465929.625000 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1465930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1465932.750000 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1465933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1465936.750000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1465937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1465938.500000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1465938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1465939.375000 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1465939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1465940.375000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1465940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1465942.000000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1465942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1465946.750000 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1465947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1465944.875000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1465945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1465943.750000 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1465944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1465947.625000 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1465948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1465947.625000 Penalty: 4554.600098
	Iteration 36F: 3 clusters Score -1465948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Entering Unmasked Estep 
Score: -339668.906250 Penalty: 1918.712402
	Iteration 0F: 2 clusters Score -339668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -336856.500000 Penalty: 3837.424805
	Iteration 0F: 3 clusters Score -336856.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337315.968750 Penalty: 3837.424805
	Iteration 1F: 3 clusters Score -337316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -337426.750000 Penalty: 3837.424805
	Iteration 2F: 3 clusters Score -337426.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -337510.312500 Penalty: 3837.424805
	Iteration 3Q: 3 clusters Score -337510.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -337582.718750 Penalty: 3837.424805
	Iteration 4Q: 3 clusters Score -337582.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -337641.593750 Penalty: 3837.424805
	Iteration 5Q: 3 clusters Score -337641.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -337685.812500 Penalty: 3837.424805
	Iteration 6Q: 3 clusters Score -337685.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -337720.531250 Penalty: 3837.424805
	Iteration 7Q: 3 clusters Score -337720.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -337750.125000 Penalty: 3837.424805
	Iteration 8Q: 3 clusters Score -337750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -337764.312500 Penalty: 3837.424805
	Iteration 9Q: 3 clusters Score -337764.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -337784.968750 Penalty: 3837.424805
	Iteration 10Q: 3 clusters Score -337785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -337796.750000 Penalty: 3837.424805
	Iteration 11Q: 3 clusters Score -337796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -337806.093750 Penalty: 3837.424805
	Iteration 12Q: 3 clusters Score -337806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337813.156250 Penalty: 3837.424805
	Iteration 13Q: 3 clusters Score -337813.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -337821.500000 Penalty: 3837.424805
	Iteration 14Q: 3 clusters Score -337821.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -337829.125000 Penalty: 3837.424805
	Iteration 15Q: 3 clusters Score -337829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -337836.687500 Penalty: 3837.424805
	Iteration 16Q: 3 clusters Score -337836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -337842.562500 Penalty: 3837.424805
	Iteration 17Q: 3 clusters Score -337842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -337846.593750 Penalty: 3837.424805
	Iteration 18Q: 3 clusters Score -337846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -337849.531250 Penalty: 3837.424805
	Iteration 19Q: 3 clusters Score -337849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -337851.843750 Penalty: 3837.424805
	Iteration 20F: 3 clusters Score -337851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -337853.593750 Penalty: 3837.424805
	Iteration 21Q: 3 clusters Score -337853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -337857.062500 Penalty: 3837.424805
	Iteration 22Q: 3 clusters Score -337857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -337859.750000 Penalty: 3837.424805
	Iteration 23Q: 3 clusters Score -337859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -337865.718750 Penalty: 3837.424805
	Iteration 24Q: 3 clusters Score -337865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -337868.000000 Penalty: 3837.424805
	Iteration 25Q: 3 clusters Score -337868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -337869.687500 Penalty: 3837.424805
	Iteration 26Q: 3 clusters Score -337869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -337872.375000 Penalty: 3837.424805
	Iteration 27Q: 3 clusters Score -337872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -337873.937500 Penalty: 3837.424805
	Iteration 28Q: 3 clusters Score -337873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -337874.593750 Penalty: 3837.424805
	Iteration 29Q: 3 clusters Score -337874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -337874.250000 Penalty: 3837.424805
	Iteration 30Q: 3 clusters Score -337874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -337875.093750 Penalty: 3837.424805
	Iteration 31Q: 3 clusters Score -337875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -337875.093750 Penalty: 3837.424805
	Iteration 32F: 3 clusters Score -337875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -824408.812500 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -824408.8 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 2824 members 
Entering Unmasked Estep 
Score: -819629.062500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -819629.1 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -820818.937500 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -820818.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -821027.750000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -821027.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -821159.437500 Penalty: 4275.037598
	Iteration 3Q: 3 clusters Score -821159.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -821253.500000 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -821253.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -821330.687500 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -821330.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -821422.062500 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -821422.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -821513.250000 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -821513.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -821615.312500 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -821615.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -821758.875000 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -821758.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -821913.500000 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -821913.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -822102.625000 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -822102.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -822290.312500 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -822290.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -822501.187500 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -822501.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -822713.062500 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -822713.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -822915.750000 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -822915.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -823084.562500 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -823084.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -823262.750000 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -823262.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -823444.312500 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -823444.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -823563.062500 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -823563.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -823636.812500 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -823636.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -823686.562500 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -823686.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -823724.312500 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -823724.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -823757.437500 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -823757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -823768.687500 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -823768.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -823776.625000 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -823776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -823782.812500 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -823782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -823787.062500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -823787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -823795.375000 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -823795.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -823800.375000 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -823800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -823802.875000 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -823802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -823806.500000 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -823806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -823806.187500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -823806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -823806.187500 Penalty: 4275.037598
	Iteration 33F: 3 clusters Score -823806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -748249.750000 Penalty: 2118.000244
	Iteration 0F: 2 clusters Score -748249.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -743609.750000 Penalty: 4236.000488
	Iteration 0F: 3 clusters Score -743609.8 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -744720.000000 Penalty: 4236.000488
	Iteration 1F: 3 clusters Score -744720 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -745092.500000 Penalty: 4236.000488
	Iteration 2F: 3 clusters Score -745092.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -745521.187500 Penalty: 4236.000488
	Iteration 3F: 3 clusters Score -745521.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -746103.625000 Penalty: 4236.000488
	Iteration 4F: 3 clusters Score -746103.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -746668.562500 Penalty: 4236.000488
	Iteration 5F: 3 clusters Score -746668.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -747140.937500 Penalty: 4236.000488
	Iteration 6F: 3 clusters Score -747140.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -747449.812500 Penalty: 4236.000488
	Iteration 7F: 3 clusters Score -747449.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -747570.250000 Penalty: 4236.000488
	Iteration 8Q: 3 clusters Score -747570.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -747630.312500 Penalty: 4236.000488
	Iteration 9Q: 3 clusters Score -747630.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -747665.125000 Penalty: 4236.000488
	Iteration 10Q: 3 clusters Score -747665.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -747683.437500 Penalty: 4236.000488
	Iteration 11Q: 3 clusters Score -747683.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -747692.062500 Penalty: 4236.000488
	Iteration 12Q: 3 clusters Score -747692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -747696.625000 Penalty: 4236.000488
	Iteration 13Q: 3 clusters Score -747696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -747703.000000 Penalty: 4236.000488
	Iteration 14Q: 3 clusters Score -747703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -747708.375000 Penalty: 4236.000488
	Iteration 15Q: 3 clusters Score -747708.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -747713.687500 Penalty: 4236.000488
	Iteration 16Q: 3 clusters Score -747713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -747718.625000 Penalty: 4236.000488
	Iteration 17Q: 3 clusters Score -747718.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -747721.562500 Penalty: 4236.000488
	Iteration 18Q: 3 clusters Score -747721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -747725.500000 Penalty: 4236.000488
	Iteration 19Q: 3 clusters Score -747725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -747730.812500 Penalty: 4236.000488
	Iteration 20F: 3 clusters Score -747730.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -747732.625000 Penalty: 4236.000488
	Iteration 21Q: 3 clusters Score -747732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -747737.187500 Penalty: 4236.000488
	Iteration 22Q: 3 clusters Score -747737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747743.312500 Penalty: 4236.000488
	Iteration 23Q: 3 clusters Score -747743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -747746.750000 Penalty: 4236.000488
	Iteration 24Q: 3 clusters Score -747746.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -747753.062500 Penalty: 4236.000488
	Iteration 25Q: 3 clusters Score -747753.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -747763.000000 Penalty: 4236.000488
	Iteration 26Q: 3 clusters Score -747763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -747775.812500 Penalty: 4236.000488
	Iteration 27Q: 3 clusters Score -747775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -747790.750000 Penalty: 4236.000488
	Iteration 28Q: 3 clusters Score -747790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -747801.437500 Penalty: 4236.000488
	Iteration 29Q: 3 clusters Score -747801.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -747816.875000 Penalty: 4236.000488
	Iteration 30Q: 3 clusters Score -747816.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -747826.500000 Penalty: 4236.000488
	Iteration 31Q: 3 clusters Score -747826.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -747832.562500 Penalty: 4236.000488
	Iteration 32Q: 3 clusters Score -747832.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -747839.437500 Penalty: 4236.000488
	Iteration 33Q: 3 clusters Score -747839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -747842.375000 Penalty: 4236.000488
	Iteration 34Q: 3 clusters Score -747842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -747844.500000 Penalty: 4236.000488
	Iteration 35Q: 3 clusters Score -747844.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -747846.937500 Penalty: 4236.000488
	Iteration 36Q: 3 clusters Score -747846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -747848.250000 Penalty: 4236.000488
	Iteration 37Q: 3 clusters Score -747848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -747850.375000 Penalty: 4236.000488
	Iteration 38Q: 3 clusters Score -747850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -747850.875000 Penalty: 4236.000488
	Iteration 39Q: 3 clusters Score -747850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -747852.375000 Penalty: 4236.000488
	Iteration 40F: 3 clusters Score -747852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -747853.312500 Penalty: 4236.000488
	Iteration 41Q: 3 clusters Score -747853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -747855.375000 Penalty: 4236.000488
	Iteration 42Q: 3 clusters Score -747855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -747853.812500 Penalty: 4236.000488
	Iteration 43Q: 3 clusters Score -747853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -747855.125000 Penalty: 4236.000488
	Iteration 44Q: 3 clusters Score -747855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -747855.187500 Penalty: 4236.000488
	Iteration 45Q: 3 clusters Score -747855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -747854.187500 Penalty: 4236.000488
	Iteration 46Q: 3 clusters Score -747854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -747854.187500 Penalty: 4236.000488
	Iteration 47F: 3 clusters Score -747854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Entering Unmasked Estep 
Score: -3398039.500000 Penalty: 2484.480225
	Iteration 0F: 2 clusters Score -3398040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3382391.250000 Penalty: 4968.960449
	Iteration 0F: 3 clusters Score -3382391 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3387755.250000 Penalty: 4968.960449
	Iteration 1F: 3 clusters Score -3387755 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3388226.750000 Penalty: 4968.960449
	Iteration 2F: 3 clusters Score -3388227 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3388769.750000 Penalty: 4968.960449
	Iteration 3F: 3 clusters Score -3388770 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3389331.250000 Penalty: 4968.960449
	Iteration 4F: 3 clusters Score -3389331 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3390012.250000 Penalty: 4968.960449
	Iteration 5F: 3 clusters Score -3390012 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3390786.500000 Penalty: 4968.960449
	Iteration 6F: 3 clusters Score -3390786 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3391669.750000 Penalty: 4968.960449
	Iteration 7F: 3 clusters Score -3391670 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3392568.250000 Penalty: 4968.960449
	Iteration 8F: 3 clusters Score -3392568 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3393352.750000 Penalty: 4968.960449
	Iteration 9F: 3 clusters Score -3393353 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3394004.000000 Penalty: 4968.960449
	Iteration 10Q: 3 clusters Score -3394004 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3394526.000000 Penalty: 4968.960449
	Iteration 11Q: 3 clusters Score -3394526 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3394965.750000 Penalty: 4968.960449
	Iteration 12Q: 3 clusters Score -3394966 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3395278.250000 Penalty: 4968.960449
	Iteration 13Q: 3 clusters Score -3395278 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3395513.000000 Penalty: 4968.960449
	Iteration 14Q: 3 clusters Score -3395513 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3395685.250000 Penalty: 4968.960449
	Iteration 15Q: 3 clusters Score -3395685 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3395783.750000 Penalty: 4968.960449
	Iteration 16Q: 3 clusters Score -3395784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3395850.500000 Penalty: 4968.960449
	Iteration 17Q: 3 clusters Score -3395850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3395889.750000 Penalty: 4968.960449
	Iteration 18Q: 3 clusters Score -3395890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3395912.000000 Penalty: 4968.960449
	Iteration 19Q: 3 clusters Score -3395912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3395923.250000 Penalty: 4968.960449
	Iteration 20F: 3 clusters Score -3395923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3395933.750000 Penalty: 4968.960449
	Iteration 21Q: 3 clusters Score -3395934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3395950.250000 Penalty: 4968.960449
	Iteration 22Q: 3 clusters Score -3395950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3395953.000000 Penalty: 4968.960449
	Iteration 23Q: 3 clusters Score -3395953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3395962.500000 Penalty: 4968.960449
	Iteration 24Q: 3 clusters Score -3395962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3395967.000000 Penalty: 4968.960449
	Iteration 25Q: 3 clusters Score -3395967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3395980.500000 Penalty: 4968.960449
	Iteration 26Q: 3 clusters Score -3395980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3395989.500000 Penalty: 4968.960449
	Iteration 27Q: 3 clusters Score -3395990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3395988.500000 Penalty: 4968.960449
	Iteration 28Q: 3 clusters Score -3395988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3396001.500000 Penalty: 4968.960449
	Iteration 29Q: 3 clusters Score -3396002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3396001.000000 Penalty: 4968.960449
	Iteration 30Q: 3 clusters Score -3396001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -3396004.500000 Penalty: 4968.960449
	Iteration 31Q: 3 clusters Score -3396004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3396002.000000 Penalty: 4968.960449
	Iteration 32Q: 3 clusters Score -3396002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3396006.250000 Penalty: 4968.960449
	Iteration 33Q: 3 clusters Score -3396006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3396011.000000 Penalty: 4968.960449
	Iteration 34Q: 3 clusters Score -3396011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3396020.000000 Penalty: 4968.960449
	Iteration 35Q: 3 clusters Score -3396020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3396020.250000 Penalty: 4968.960449
	Iteration 36Q: 3 clusters Score -3396020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3396020.500000 Penalty: 4968.960449
	Iteration 37Q: 3 clusters Score -3396020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3396021.250000 Penalty: 4968.960449
	Iteration 38Q: 3 clusters Score -3396021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3396020.250000 Penalty: 4968.960449
	Iteration 39Q: 3 clusters Score -3396020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3396022.500000 Penalty: 4968.960449
	Iteration 40F: 3 clusters Score -3396022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3396025.500000 Penalty: 4968.960449
	Iteration 41Q: 3 clusters Score -3396026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3396025.500000 Penalty: 4968.960449
	Iteration 42F: 3 clusters Score -3396026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -553369.875000 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -553369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -549433.375000 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -549433.4 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -550608.125000 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -550608.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -551271.250000 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -551271.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -551930.187500 Penalty: 4144.151855
	Iteration 3F: 3 clusters Score -551930.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -552292.687500 Penalty: 4144.151855
	Iteration 4F: 3 clusters Score -552292.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -552491.500000 Penalty: 4144.151855
	Iteration 5F: 3 clusters Score -552491.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -552613.250000 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -552613.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -552690.500000 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -552690.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -552750.125000 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -552750.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -552793.312500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -552793.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -552827.937500 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -552827.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -552849.125000 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -552849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -552864.437500 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -552864.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -552880.062500 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -552880.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -552893.187500 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -552893.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -552903.000000 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -552903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -552911.000000 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -552911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -552920.187500 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -552920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -552924.625000 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -552924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -552928.625000 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -552928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -552935.250000 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -552935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -552942.250000 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -552942.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -552946.562500 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -552946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -552951.875000 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -552951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -552958.687500 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -552958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -552966.562500 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -552966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -552970.937500 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -552970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -552972.125000 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -552972.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -552976.687500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -552976.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -552982.625000 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -552982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -552983.312500 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -552983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -552984.875000 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -552984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -552985.187500 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -552985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -552985.562500 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -552985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -552985.250000 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -552985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -552986.437500 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -552986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -552988.250000 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -552988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -552988.062500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -552988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -552988.250000 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -552988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -552988.875000 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -552988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -552989.062500 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -552989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Entering Unmasked Estep 
Score: -2278273.000000 Penalty: 2398.967773
	Iteration 0F: 2 clusters Score -2278273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2266896.500000 Penalty: 4797.935547
	Iteration 0F: 3 clusters Score -2266896 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2270785.750000 Penalty: 4797.935547
	Iteration 1F: 3 clusters Score -2270786 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2271393.250000 Penalty: 4797.935547
	Iteration 2F: 3 clusters Score -2271393 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2271934.500000 Penalty: 4797.935547
	Iteration 3F: 3 clusters Score -2271934 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2272475.000000 Penalty: 4797.935547
	Iteration 4F: 3 clusters Score -2272475 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2272975.500000 Penalty: 4797.935547
	Iteration 5F: 3 clusters Score -2272976 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2273472.250000 Penalty: 4797.935547
	Iteration 6F: 3 clusters Score -2273472 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2273915.750000 Penalty: 4797.935547
	Iteration 7Q: 3 clusters Score -2273916 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2274300.500000 Penalty: 4797.935547
	Iteration 8Q: 3 clusters Score -2274300 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2274564.000000 Penalty: 4797.935547
	Iteration 9Q: 3 clusters Score -2274564 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2274768.500000 Penalty: 4797.935547
	Iteration 10Q: 3 clusters Score -2274768 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2274925.250000 Penalty: 4797.935547
	Iteration 11Q: 3 clusters Score -2274925 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2275056.750000 Penalty: 4797.935547
	Iteration 12Q: 3 clusters Score -2275057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2275157.500000 Penalty: 4797.935547
	Iteration 13Q: 3 clusters Score -2275158 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2275259.250000 Penalty: 4797.935547
	Iteration 14Q: 3 clusters Score -2275259 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2275352.750000 Penalty: 4797.935547
	Iteration 15Q: 3 clusters Score -2275353 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2275450.750000 Penalty: 4797.935547
	Iteration 16Q: 3 clusters Score -2275451 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2275548.000000 Penalty: 4797.935547
	Iteration 17Q: 3 clusters Score -2275548 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2275633.000000 Penalty: 4797.935547
	Iteration 18Q: 3 clusters Score -2275633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2275704.750000 Penalty: 4797.935547
	Iteration 19Q: 3 clusters Score -2275705 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2275768.250000 Penalty: 4797.935547
	Iteration 20F: 3 clusters Score -2275768 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2275853.250000 Penalty: 4797.935547
	Iteration 21Q: 3 clusters Score -2275853 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2275936.500000 Penalty: 4797.935547
	Iteration 22Q: 3 clusters Score -2275936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2276010.250000 Penalty: 4797.935547
	Iteration 23Q: 3 clusters Score -2276010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2276070.250000 Penalty: 4797.935547
	Iteration 24Q: 3 clusters Score -2276070 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2276146.500000 Penalty: 4797.935547
	Iteration 25Q: 3 clusters Score -2276146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2276214.250000 Penalty: 4797.935547
	Iteration 26Q: 3 clusters Score -2276214 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2276267.500000 Penalty: 4797.935547
	Iteration 27Q: 3 clusters Score -2276268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2276311.000000 Penalty: 4797.935547
	Iteration 28Q: 3 clusters Score -2276311 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2276356.750000 Penalty: 4797.935547
	Iteration 29Q: 3 clusters Score -2276357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2276410.000000 Penalty: 4797.935547
	Iteration 30Q: 3 clusters Score -2276410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2276462.500000 Penalty: 4797.935547
	Iteration 31Q: 3 clusters Score -2276462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2276533.750000 Penalty: 4797.935547
	Iteration 32Q: 3 clusters Score -2276534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2276602.250000 Penalty: 4797.935547
	Iteration 33Q: 3 clusters Score -2276602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2276672.250000 Penalty: 4797.935547
	Iteration 34Q: 3 clusters Score -2276672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2276747.750000 Penalty: 4797.935547
	Iteration 35Q: 3 clusters Score -2276748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2276799.500000 Penalty: 4797.935547
	Iteration 36Q: 3 clusters Score -2276800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2276852.500000 Penalty: 4797.935547
	Iteration 37Q: 3 clusters Score -2276852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2276897.000000 Penalty: 4797.935547
	Iteration 38Q: 3 clusters Score -2276897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2276930.250000 Penalty: 4797.935547
	Iteration 39Q: 3 clusters Score -2276930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2276964.500000 Penalty: 4797.935547
	Iteration 40F: 3 clusters Score -2276964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2276987.250000 Penalty: 4797.935547
	Iteration 41Q: 3 clusters Score -2276987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2276998.500000 Penalty: 4797.935547
	Iteration 42Q: 3 clusters Score -2276998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2277005.750000 Penalty: 4797.935547
	Iteration 43Q: 3 clusters Score -2277006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2277022.000000 Penalty: 4797.935547
	Iteration 44Q: 3 clusters Score -2277022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2277031.750000 Penalty: 4797.935547
	Iteration 45Q: 3 clusters Score -2277032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2277039.000000 Penalty: 4797.935547
	Iteration 46Q: 3 clusters Score -2277039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2277044.750000 Penalty: 4797.935547
	Iteration 47Q: 3 clusters Score -2277045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2277053.000000 Penalty: 4797.935547
	Iteration 48Q: 3 clusters Score -2277053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2277062.750000 Penalty: 4797.935547
	Iteration 49Q: 3 clusters Score -2277063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2277076.250000 Penalty: 4797.935547
	Iteration 50Q: 3 clusters Score -2277076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2277081.000000 Penalty: 4797.935547
	Iteration 51Q: 3 clusters Score -2277081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2277088.750000 Penalty: 4797.935547
	Iteration 52Q: 3 clusters Score -2277089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2277089.250000 Penalty: 4797.935547
	Iteration 53Q: 3 clusters Score -2277089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2277092.500000 Penalty: 4797.935547
	Iteration 54Q: 3 clusters Score -2277092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2277097.500000 Penalty: 4797.935547
	Iteration 55Q: 3 clusters Score -2277098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2277100.500000 Penalty: 4797.935547
	Iteration 56Q: 3 clusters Score -2277100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2277098.750000 Penalty: 4797.935547
	Iteration 57Q: 3 clusters Score -2277099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2277098.500000 Penalty: 4797.935547
	Iteration 58Q: 3 clusters Score -2277098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2277102.250000 Penalty: 4797.935547
	Iteration 59Q: 3 clusters Score -2277102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2277103.500000 Penalty: 4797.935547
	Iteration 60F: 3 clusters Score -2277104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2277112.000000 Penalty: 4797.935547
	Iteration 61Q: 3 clusters Score -2277112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2277109.000000 Penalty: 4797.935547
	Iteration 62Q: 3 clusters Score -2277109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2277111.750000 Penalty: 4797.935547
	Iteration 63Q: 3 clusters Score -2277112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2277111.750000 Penalty: 4797.935547
	Iteration 64F: 3 clusters Score -2277112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -2313777.250000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -2313777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2302843.250000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -2302843 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2306311.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -2306311 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2306620.000000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -2306620 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2307984 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -2308294 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2308524.250000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -2308524 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2309033.500000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -2309034 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2309264 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2309506 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2309731.000000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -2309731 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2309917.250000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -2309917 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2310075.500000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -2310076 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2310210.750000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -2310211 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2310320.250000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -2310320 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2310403.750000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -2310404 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2310479.750000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -2310480 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2310532.750000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -2310533 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2310578.250000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -2310578 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2310609.250000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -2310609 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2310639.250000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -2310639 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2310653.250000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -2310653 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2310669 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2310684 nChanged 67
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Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2310694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2310702.250000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -2310702 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2310720 nChanged 78
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Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2310734 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2310752.500000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -2310752 nChanged 70
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2310758.250000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -2310758 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2310772 nChanged 72
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Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2310791.250000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -2310791 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2310797 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2310806.500000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -2310806 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2310810 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2310818 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2310833 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2310847 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2310845.750000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -2310846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2310852.750000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -2310853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2310866.250000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -2310866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2310874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2310886.250000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -2310886 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2310905.750000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -2310906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2310921.250000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -2310921 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2310930.500000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -2310930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2310952.000000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -2310952 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2310960 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2310973 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4337 members 
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Entering Unmasked Estep 
Score: -2310983.500000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -2310984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2311001.750000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -2311002 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2311017.500000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -2311018 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2311035.000000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -2311035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
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Entering Unmasked Estep 
Score: -2311040.250000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -2311040 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2311053.000000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -2311053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2311065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2311082.750000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -2311083 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
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Entering Unmasked Estep 
Score: -2311094.500000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -2311094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2311111.000000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -2311111 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2311131.500000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -2311132 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2311147.000000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -2311147 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2311157.500000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -2311158 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2311162.500000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -2311162 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2311181.000000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -2311181 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2311192.250000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -2311192 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2311197.750000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -2311198 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2311222.750000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -2311223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2311233.750000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -2311234 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2311249.500000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -2311250 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2311264.000000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -2311264 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2311279.250000 Penalty: 4775.649902
	Iteration 73Q: 3 clusters Score -2311279 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2311291.750000 Penalty: 4775.649902
	Iteration 74Q: 3 clusters Score -2311292 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2880 members 
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Entering Unmasked Estep 
Score: -2311314.000000 Penalty: 4775.649902
	Iteration 75Q: 3 clusters Score -2311314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2311326.000000 Penalty: 4775.649902
	Iteration 76Q: 3 clusters Score -2311326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
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Entering Unmasked Estep 
Score: -2311342.750000 Penalty: 4775.649902
	Iteration 77Q: 3 clusters Score -2311343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2311356.250000 Penalty: 4775.649902
	Iteration 78Q: 3 clusters Score -2311356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2311367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2311377.000000 Penalty: 4775.649902
	Iteration 80F: 3 clusters Score -2311377 nChanged 49
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Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2311390.750000 Penalty: 4775.649902
	Iteration 81Q: 3 clusters Score -2311391 nChanged 45
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2311398.000000 Penalty: 4775.649902
	Iteration 82Q: 3 clusters Score -2311398 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2482 members 
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Entering Unmasked Estep 
Score: -2311412.250000 Penalty: 4775.649902
	Iteration 83Q: 3 clusters Score -2311412 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2430 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2311424 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2376 members 
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Entering Unmasked Estep 
Score: -2311447.000000 Penalty: 4775.649902
	Iteration 85Q: 3 clusters Score -2311447 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2311463.250000 Penalty: 4775.649902
	Iteration 86Q: 3 clusters Score -2311463 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2262 members 
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Entering Unmasked Estep 
Score: -2311482.500000 Penalty: 4775.649902
	Iteration 87Q: 3 clusters Score -2311482 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2311493.500000 Penalty: 4775.649902
	Iteration 88Q: 3 clusters Score -2311494 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2311505.250000 Penalty: 4775.649902
	Iteration 89Q: 3 clusters Score -2311505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2311521.000000 Penalty: 4775.649902
	Iteration 90Q: 3 clusters Score -2311521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
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Entering Unmasked Estep 
Score: -2311532.250000 Penalty: 4775.649902
	Iteration 91Q: 3 clusters Score -2311532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2311541.750000 Penalty: 4775.649902
	Iteration 92Q: 3 clusters Score -2311542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2311557.250000 Penalty: 4775.649902
	Iteration 93Q: 3 clusters Score -2311557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2311572.000000 Penalty: 4775.649902
	Iteration 94Q: 3 clusters Score -2311572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2311577.500000 Penalty: 4775.649902
	Iteration 95Q: 3 clusters Score -2311578 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2311586.500000 Penalty: 4775.649902
	Iteration 96Q: 3 clusters Score -2311586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2311594.750000 Penalty: 4775.649902
	Iteration 97Q: 3 clusters Score -2311595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2311604.250000 Penalty: 4775.649902
	Iteration 98Q: 3 clusters Score -2311604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2311615.250000 Penalty: 4775.649902
	Iteration 99Q: 3 clusters Score -2311615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2311620.500000 Penalty: 4775.649902
	Iteration 100F: 3 clusters Score -2311620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2311638.000000 Penalty: 4775.649902
	Iteration 101Q: 3 clusters Score -2311638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2311654.500000 Penalty: 4775.649902
	Iteration 102Q: 3 clusters Score -2311654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2311668.500000 Penalty: 4775.649902
	Iteration 103Q: 3 clusters Score -2311668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2311677.000000 Penalty: 4775.649902
	Iteration 104Q: 3 clusters Score -2311677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2311687.250000 Penalty: 4775.649902
	Iteration 105Q: 3 clusters Score -2311687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2311690.000000 Penalty: 4775.649902
	Iteration 106Q: 3 clusters Score -2311690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2311696.500000 Penalty: 4775.649902
	Iteration 107Q: 3 clusters Score -2311696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2311703.000000 Penalty: 4775.649902
	Iteration 108Q: 3 clusters Score -2311703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2311708.500000 Penalty: 4775.649902
	Iteration 109Q: 3 clusters Score -2311708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2311705.500000 Penalty: 4775.649902
	Iteration 110Q: 3 clusters Score -2311706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2311715.500000 Penalty: 4775.649902
	Iteration 111Q: 3 clusters Score -2311716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2311727.250000 Penalty: 4775.649902
	Iteration 112Q: 3 clusters Score -2311727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2311732.750000 Penalty: 4775.649902
	Iteration 113Q: 3 clusters Score -2311733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2311737.000000 Penalty: 4775.649902
	Iteration 114Q: 3 clusters Score -2311737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2311740.500000 Penalty: 4775.649902
	Iteration 115Q: 3 clusters Score -2311740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2311745.000000 Penalty: 4775.649902
	Iteration 116Q: 3 clusters Score -2311745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2311753.250000 Penalty: 4775.649902
	Iteration 117Q: 3 clusters Score -2311753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2311766.000000 Penalty: 4775.649902
	Iteration 118Q: 3 clusters Score -2311766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2311767.000000 Penalty: 4775.649902
	Iteration 119Q: 3 clusters Score -2311767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2311770.250000 Penalty: 4775.649902
	Iteration 120F: 3 clusters Score -2311770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2311768.000000 Penalty: 4775.649902
	Iteration 121Q: 3 clusters Score -2311768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2311772.000000 Penalty: 4775.649902
	Iteration 122Q: 3 clusters Score -2311772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2311773.250000 Penalty: 4775.649902
	Iteration 123Q: 3 clusters Score -2311773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2311771.750000 Penalty: 4775.649902
	Iteration 124Q: 3 clusters Score -2311772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2311771.500000 Penalty: 4775.649902
	Iteration 125Q: 3 clusters Score -2311772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2311772.500000 Penalty: 4775.649902
	Iteration 126Q: 3 clusters Score -2311772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2311772.500000 Penalty: 4775.649902
	Iteration 127F: 3 clusters Score -2311772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -320711.687500 Penalty: 1900.990601
	Iteration 0F: 2 clusters Score -320711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -317962.843750 Penalty: 3801.981201
	Iteration 0F: 3 clusters Score -317962.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -318487.250000 Penalty: 3801.981201
	Iteration 1F: 3 clusters Score -318487.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -318697.000000 Penalty: 3801.981201
	Iteration 2F: 3 clusters Score -318697 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -318853.750000 Penalty: 3801.981201
	Iteration 3F: 3 clusters Score -318853.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -318958.125000 Penalty: 3801.981201
	Iteration 4Q: 3 clusters Score -318958.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -319043.812500 Penalty: 3801.981201
	Iteration 5Q: 3 clusters Score -319043.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -319126.687500 Penalty: 3801.981201
	Iteration 6Q: 3 clusters Score -319126.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -319192.812500 Penalty: 3801.981201
	Iteration 7Q: 3 clusters Score -319192.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -319249.531250 Penalty: 3801.981201
	Iteration 8Q: 3 clusters Score -319249.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -319303.312500 Penalty: 3801.981201
	Iteration 9Q: 3 clusters Score -319303.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -319331.312500 Penalty: 3801.981201
	Iteration 10Q: 3 clusters Score -319331.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -319351.187500 Penalty: 3801.981201
	Iteration 11Q: 3 clusters Score -319351.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -319367.937500 Penalty: 3801.981201
	Iteration 12Q: 3 clusters Score -319367.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -319377.281250 Penalty: 3801.981201
	Iteration 13Q: 3 clusters Score -319377.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -319390.812500 Penalty: 3801.981201
	Iteration 14Q: 3 clusters Score -319390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -319402.218750 Penalty: 3801.981201
	Iteration 15Q: 3 clusters Score -319402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -319406.625000 Penalty: 3801.981201
	Iteration 16Q: 3 clusters Score -319406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -319409.250000 Penalty: 3801.981201
	Iteration 17Q: 3 clusters Score -319409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -319410.781250 Penalty: 3801.981201
	Iteration 18Q: 3 clusters Score -319410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -319411.625000 Penalty: 3801.981201
	Iteration 19Q: 3 clusters Score -319411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -319416.500000 Penalty: 3801.981201
	Iteration 20F: 3 clusters Score -319416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -319419.125000 Penalty: 3801.981201
	Iteration 21Q: 3 clusters Score -319419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -319419.750000 Penalty: 3801.981201
	Iteration 22Q: 3 clusters Score -319419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319421.031250 Penalty: 3801.981201
	Iteration 23Q: 3 clusters Score -319421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -319421.875000 Penalty: 3801.981201
	Iteration 24Q: 3 clusters Score -319421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -319422.562500 Penalty: 3801.981201
	Iteration 25Q: 3 clusters Score -319422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -319422.625000 Penalty: 3801.981201
	Iteration 26Q: 3 clusters Score -319422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -319422.625000 Penalty: 3801.981201
	Iteration 27F: 3 clusters Score -319422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -109305.171875 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -109305.2 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 390 members 
Entering Unmasked Estep 
Score: -107544.218750 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -107544.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107887.679688 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -107887.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108040.281250 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -108040.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -108144.375000 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -108144.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108231.031250 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -108231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -108316.132812 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -108316.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108409.906250 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -108409.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108541.640625 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -108541.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108637.820312 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -108637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -108707.242188 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -108707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108790.703125 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -108790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108851.804688 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -108851.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -108896.031250 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -108896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108933.351562 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -108933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108948.187500 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -108948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108956.742188 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -108956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108969.750000 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -108969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108971.234375 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -108971.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108971.234375 Penalty: 3321.729004
	Iteration 18F: 3 clusters Score -108971.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -350813.718750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -350813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -347996.000000 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -347996 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -348493.187500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -348493.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -348616.343750 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -348616.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -348727.281250 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -348727.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -348829.593750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -348829.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -348955.500000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -348955.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -349061.375000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -349061.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -349182.593750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -349182.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -349295.468750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -349295.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -349384.093750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -349384.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -349468.625000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -349468.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -349548.343750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -349548.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -349618.437500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -349618.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -349695.750000 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -349695.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -349774.031250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -349774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -349836.656250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -349836.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -349904.375000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -349904.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -349950.437500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -349950.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -349992.843750 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -349992.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -350021.781250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -350021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -350042.250000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -350042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -350061.156250 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -350061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -350071.343750 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -350071.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -350083.218750 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -350083.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -350095.062500 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -350095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -350102.093750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -350102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -350109.406250 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -350109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -350126.250000 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -350126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -350138.250000 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -350138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -350146.375000 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -350146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -350153.687500 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -350153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -350159.781250 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -350159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -350164.281250 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -350164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -350166.718750 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -350166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -350167.468750 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -350167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -350167.468750 Penalty: 3838.722168
	Iteration 35F: 3 clusters Score -350167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19992.367188 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19992.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18987.871094 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18987.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19033.851562 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19033.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19066.818359 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19066.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19083.605469 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -19083.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19092.601562 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -19092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19098.705078 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -19098.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19108.949219 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -19108.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19111.535156 Penalty: 2572.943359
	Iteration 7Q: 3 clusters Score -19111.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19111.535156 Penalty: 2572.943359
	Iteration 8F: 3 clusters Score -19111.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -343374.187500 Penalty: 1934.947876
	Iteration 0F: 2 clusters Score -343374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -340459.906250 Penalty: 3869.895752
	Iteration 0F: 3 clusters Score -340459.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -341085.906250 Penalty: 3869.895752
	Iteration 1F: 3 clusters Score -341085.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -341333.218750 Penalty: 3869.895752
	Iteration 2F: 3 clusters Score -341333.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -341511.968750 Penalty: 3869.895752
	Iteration 3F: 3 clusters Score -341512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -341688.312500 Penalty: 3869.895752
	Iteration 4F: 3 clusters Score -341688.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -341816.062500 Penalty: 3869.895752
	Iteration 5Q: 3 clusters Score -341816.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -341898.312500 Penalty: 3869.895752
	Iteration 6Q: 3 clusters Score -341898.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -341955.125000 Penalty: 3869.895752
	Iteration 7Q: 3 clusters Score -341955.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -341995.062500 Penalty: 3869.895752
	Iteration 8Q: 3 clusters Score -341995.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -342029.375000 Penalty: 3869.895752
	Iteration 9Q: 3 clusters Score -342029.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -342056.718750 Penalty: 3869.895752
	Iteration 10Q: 3 clusters Score -342056.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -342099.906250 Penalty: 3869.895752
	Iteration 11Q: 3 clusters Score -342099.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -342127.531250 Penalty: 3869.895752
	Iteration 12Q: 3 clusters Score -342127.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342151.343750 Penalty: 3869.895752
	Iteration 13Q: 3 clusters Score -342151.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342166.406250 Penalty: 3869.895752
	Iteration 14Q: 3 clusters Score -342166.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -342174.437500 Penalty: 3869.895752
	Iteration 15Q: 3 clusters Score -342174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -342182.312500 Penalty: 3869.895752
	Iteration 16Q: 3 clusters Score -342182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342192.312500 Penalty: 3869.895752
	Iteration 17Q: 3 clusters Score -342192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342205.125000 Penalty: 3869.895752
	Iteration 18Q: 3 clusters Score -342205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -342214.625000 Penalty: 3869.895752
	Iteration 19Q: 3 clusters Score -342214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342220.437500 Penalty: 3869.895752
	Iteration 20F: 3 clusters Score -342220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342223.718750 Penalty: 3869.895752
	Iteration 21Q: 3 clusters Score -342223.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -342226.656250 Penalty: 3869.895752
	Iteration 22Q: 3 clusters Score -342226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342230.406250 Penalty: 3869.895752
	Iteration 23Q: 3 clusters Score -342230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -342233.156250 Penalty: 3869.895752
	Iteration 24Q: 3 clusters Score -342233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -342235.656250 Penalty: 3869.895752
	Iteration 25Q: 3 clusters Score -342235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342238.156250 Penalty: 3869.895752
	Iteration 26Q: 3 clusters Score -342238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -342241.781250 Penalty: 3869.895752
	Iteration 27Q: 3 clusters Score -342241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342244.531250 Penalty: 3869.895752
	Iteration 28Q: 3 clusters Score -342244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -342244.875000 Penalty: 3869.895752
	Iteration 29Q: 3 clusters Score -342244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342244.875000 Penalty: 3869.895752
	Iteration 30Q: 3 clusters Score -342244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -342244.875000 Penalty: 3869.895752
	Iteration 31F: 3 clusters Score -342244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -641802.562500 Penalty: 2081.405273
	Iteration 0F: 2 clusters Score -641802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -637637.250000 Penalty: 4162.810547
	Iteration 0F: 3 clusters Score -637637.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -638617.000000 Penalty: 4162.810547
	Iteration 1F: 3 clusters Score -638617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -638803.437500 Penalty: 4162.810547
	Iteration 2F: 3 clusters Score -638803.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -638944.062500 Penalty: 4162.810547
	Iteration 3Q: 3 clusters Score -638944.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -639050.875000 Penalty: 4162.810547
	Iteration 4Q: 3 clusters Score -639050.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -639139.562500 Penalty: 4162.810547
	Iteration 5Q: 3 clusters Score -639139.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -639210.875000 Penalty: 4162.810547
	Iteration 6Q: 3 clusters Score -639210.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -639261.687500 Penalty: 4162.810547
	Iteration 7Q: 3 clusters Score -639261.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -639301.812500 Penalty: 4162.810547
	Iteration 8Q: 3 clusters Score -639301.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -639337.937500 Penalty: 4162.810547
	Iteration 9Q: 3 clusters Score -639337.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -639375.875000 Penalty: 4162.810547
	Iteration 10Q: 3 clusters Score -639375.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -639415.187500 Penalty: 4162.810547
	Iteration 11Q: 3 clusters Score -639415.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -639455.687500 Penalty: 4162.810547
	Iteration 12Q: 3 clusters Score -639455.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -639495.562500 Penalty: 4162.810547
	Iteration 13Q: 3 clusters Score -639495.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -639532.062500 Penalty: 4162.810547
	Iteration 14Q: 3 clusters Score -639532.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -639570.750000 Penalty: 4162.810547
	Iteration 15Q: 3 clusters Score -639570.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -639603.812500 Penalty: 4162.810547
	Iteration 16Q: 3 clusters Score -639603.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -639634.187500 Penalty: 4162.810547
	Iteration 17Q: 3 clusters Score -639634.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -639671.812500 Penalty: 4162.810547
	Iteration 18Q: 3 clusters Score -639671.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -639713.750000 Penalty: 4162.810547
	Iteration 19Q: 3 clusters Score -639713.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -639753.750000 Penalty: 4162.810547
	Iteration 20F: 3 clusters Score -639753.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -639794.875000 Penalty: 4162.810547
	Iteration 21Q: 3 clusters Score -639794.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -639846.687500 Penalty: 4162.810547
	Iteration 22Q: 3 clusters Score -639846.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -639893.125000 Penalty: 4162.810547
	Iteration 23Q: 3 clusters Score -639893.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -639928.125000 Penalty: 4162.810547
	Iteration 24Q: 3 clusters Score -639928.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -639950.750000 Penalty: 4162.810547
	Iteration 25Q: 3 clusters Score -639950.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -639966.750000 Penalty: 4162.810547
	Iteration 26Q: 3 clusters Score -639966.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -639985.687500 Penalty: 4162.810547
	Iteration 27Q: 3 clusters Score -639985.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -640006.000000 Penalty: 4162.810547
	Iteration 28Q: 3 clusters Score -640006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -640018.375000 Penalty: 4162.810547
	Iteration 29Q: 3 clusters Score -640018.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -640034.687500 Penalty: 4162.810547
	Iteration 30Q: 3 clusters Score -640034.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -640050.437500 Penalty: 4162.810547
	Iteration 31Q: 3 clusters Score -640050.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -640066.500000 Penalty: 4162.810547
	Iteration 32Q: 3 clusters Score -640066.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -640077.812500 Penalty: 4162.810547
	Iteration 33Q: 3 clusters Score -640077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -640088.250000 Penalty: 4162.810547
	Iteration 34Q: 3 clusters Score -640088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -640095.937500 Penalty: 4162.810547
	Iteration 35Q: 3 clusters Score -640095.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -640106.062500 Penalty: 4162.810547
	Iteration 36Q: 3 clusters Score -640106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -640116.000000 Penalty: 4162.810547
	Iteration 37Q: 3 clusters Score -640116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -640122.062500 Penalty: 4162.810547
	Iteration 38Q: 3 clusters Score -640122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -640128.437500 Penalty: 4162.810547
	Iteration 39Q: 3 clusters Score -640128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -640132.812500 Penalty: 4162.810547
	Iteration 40F: 3 clusters Score -640132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -640136.687500 Penalty: 4162.810547
	Iteration 41Q: 3 clusters Score -640136.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -640141.250000 Penalty: 4162.810547
	Iteration 42Q: 3 clusters Score -640141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -640151.125000 Penalty: 4162.810547
	Iteration 43Q: 3 clusters Score -640151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -640156.062500 Penalty: 4162.810547
	Iteration 44Q: 3 clusters Score -640156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -640164.875000 Penalty: 4162.810547
	Iteration 45Q: 3 clusters Score -640164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -640166.687500 Penalty: 4162.810547
	Iteration 46Q: 3 clusters Score -640166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -640171.062500 Penalty: 4162.810547
	Iteration 47Q: 3 clusters Score -640171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -640178.375000 Penalty: 4162.810547
	Iteration 48Q: 3 clusters Score -640178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -640182.750000 Penalty: 4162.810547
	Iteration 49Q: 3 clusters Score -640182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -640189.000000 Penalty: 4162.810547
	Iteration 50Q: 3 clusters Score -640189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -640192.437500 Penalty: 4162.810547
	Iteration 51Q: 3 clusters Score -640192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -640192.437500 Penalty: 4162.810547
	Iteration 52Q: 3 clusters Score -640192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -640192.437500 Penalty: 4162.810547
	Iteration 53F: 3 clusters Score -640192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Entering Unmasked Estep 
Score: -5627572.500000 Penalty: 2609.927979
	Iteration 0F: 2 clusters Score -5627572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -5602271.000000 Penalty: 5219.855957
	Iteration 0F: 3 clusters Score -5602271 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5611306.500000 Penalty: 5219.855957
	Iteration 1F: 3 clusters Score -5611306 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -5611690.000000 Penalty: 5219.855957
	Iteration 2Q: 3 clusters Score -5611690 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5612054.500000 Penalty: 5219.855957
	Iteration 3Q: 3 clusters Score -5612054 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5612414.500000 Penalty: 5219.855957
	Iteration 4Q: 3 clusters Score -5612414 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5612814.500000 Penalty: 5219.855957
	Iteration 5Q: 3 clusters Score -5612814 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5613198.000000 Penalty: 5219.855957
	Iteration 6Q: 3 clusters Score -5613198 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5613819.500000 Penalty: 5219.855957
	Iteration 7Q: 3 clusters Score -5613820 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5614604.000000 Penalty: 5219.855957
	Iteration 8Q: 3 clusters Score -5614604 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -5615865.000000 Penalty: 5219.855957
	Iteration 9F: 3 clusters Score -5615865 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5617804.500000 Penalty: 5219.855957
	Iteration 10F: 3 clusters Score -5617804 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5620271.500000 Penalty: 5219.855957
	Iteration 11F: 3 clusters Score -5620272 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -5622489.500000 Penalty: 5219.855957
	Iteration 12F: 3 clusters Score -5622490 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5624038.500000 Penalty: 5219.855957
	Iteration 13Q: 3 clusters Score -5624038 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5625020.500000 Penalty: 5219.855957
	Iteration 14Q: 3 clusters Score -5625020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5625579.000000 Penalty: 5219.855957
	Iteration 15Q: 3 clusters Score -5625579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5625839.500000 Penalty: 5219.855957
	Iteration 16Q: 3 clusters Score -5625840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5625969.500000 Penalty: 5219.855957
	Iteration 17Q: 3 clusters Score -5625970 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5626027.000000 Penalty: 5219.855957
	Iteration 18Q: 3 clusters Score -5626027 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5626059.500000 Penalty: 5219.855957
	Iteration 19Q: 3 clusters Score -5626060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5626067.000000 Penalty: 5219.855957
	Iteration 20F: 3 clusters Score -5626067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5626086.500000 Penalty: 5219.855957
	Iteration 21Q: 3 clusters Score -5626086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5626089.000000 Penalty: 5219.855957
	Iteration 22Q: 3 clusters Score -5626089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5626094.000000 Penalty: 5219.855957
	Iteration 23Q: 3 clusters Score -5626094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5626094.500000 Penalty: 5219.855957
	Iteration 24Q: 3 clusters Score -5626094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5626089.500000 Penalty: 5219.855957
	Iteration 25Q: 3 clusters Score -5626090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5626097.000000 Penalty: 5219.855957
	Iteration 26Q: 3 clusters Score -5626097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5626100.500000 Penalty: 5219.855957
	Iteration 27Q: 3 clusters Score -5626100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5626100.000000 Penalty: 5219.855957
	Iteration 28Q: 3 clusters Score -5626100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5626100.000000 Penalty: 5219.855957
	Iteration 29Q: 3 clusters Score -5626100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5626100.000000 Penalty: 5219.855957
	Iteration 30F: 3 clusters Score -5626100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -666553.500000 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -666553.5 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 2256 members 
Entering Unmasked Estep 
Score: -662379.062500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -662379.1 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -663346.062500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -663346.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -663538.187500 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -663538.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -663659.437500 Penalty: 4168.729492
	Iteration 3Q: 3 clusters Score -663659.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -663741.250000 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -663741.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -663795.750000 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -663795.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -663839.750000 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -663839.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -663878.687500 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -663878.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -663907.625000 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -663907.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -663933.500000 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -663933.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -663950.500000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -663950.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -663970.500000 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -663970.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -663994.187500 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -663994.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -664019.125000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -664019.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -664039.687500 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -664039.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -664065.750000 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -664065.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -664088.437500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -664088.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -664112.312500 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -664112.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -664133.875000 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -664133.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -664157.937500 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -664157.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -664176.000000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -664176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -664195.125000 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -664195.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -664213.125000 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -664213.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -664228.625000 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -664228.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -664247.875000 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -664247.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -664265.312500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -664265.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -664281.000000 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -664281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -664300.625000 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -664300.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -664324.312500 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -664324.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -664343.375000 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -664343.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -664356.562500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -664356.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -664370.187500 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -664370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -664382.562500 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -664382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -664390.312500 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -664390.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -664395.312500 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -664395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -664402.500000 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -664402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -664409.062500 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -664409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -664415.875000 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -664415.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -664423.375000 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -664423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -664429.312500 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -664429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -664433.562500 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -664433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -664437.937500 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -664437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -664442.500000 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -664442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -664445.125000 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -664445.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -664450.500000 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -664450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -664452.687500 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -664452.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -664456.187500 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -664456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -664464.750000 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -664464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -664473.625000 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -664473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -664480.187500 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -664480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -664486.812500 Penalty: 4168.729492
	Iteration 50Q: 3 clusters Score -664486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -664490.062500 Penalty: 4168.729492
	Iteration 51Q: 3 clusters Score -664490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -664494.500000 Penalty: 4168.729492
	Iteration 52Q: 3 clusters Score -664494.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -664499.937500 Penalty: 4168.729492
	Iteration 53Q: 3 clusters Score -664499.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -664505.562500 Penalty: 4168.729492
	Iteration 54Q: 3 clusters Score -664505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -664511.062500 Penalty: 4168.729492
	Iteration 55Q: 3 clusters Score -664511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -664517.875000 Penalty: 4168.729492
	Iteration 56Q: 3 clusters Score -664517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -664519.125000 Penalty: 4168.729492
	Iteration 57Q: 3 clusters Score -664519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -664525.437500 Penalty: 4168.729492
	Iteration 58Q: 3 clusters Score -664525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -664530.437500 Penalty: 4168.729492
	Iteration 59Q: 3 clusters Score -664530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -664538.937500 Penalty: 4168.729492
	Iteration 60F: 3 clusters Score -664538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -664543.000000 Penalty: 4168.729492
	Iteration 61Q: 3 clusters Score -664543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -664547.437500 Penalty: 4168.729492
	Iteration 62Q: 3 clusters Score -664547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -664550.062500 Penalty: 4168.729492
	Iteration 63Q: 3 clusters Score -664550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -664552.750000 Penalty: 4168.729492
	Iteration 64Q: 3 clusters Score -664552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -664552.875000 Penalty: 4168.729492
	Iteration 65Q: 3 clusters Score -664552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -664554.187500 Penalty: 4168.729492
	Iteration 66Q: 3 clusters Score -664554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -664555.500000 Penalty: 4168.729492
	Iteration 67Q: 3 clusters Score -664555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -664556.875000 Penalty: 4168.729492
	Iteration 68Q: 3 clusters Score -664556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -664557.250000 Penalty: 4168.729492
	Iteration 69Q: 3 clusters Score -664557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -664557.312500 Penalty: 4168.729492
	Iteration 70Q: 3 clusters Score -664557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -664557.312500 Penalty: 4168.729492
	Iteration 71F: 3 clusters Score -664557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Entering Unmasked Estep 
Score: -6205052.500000 Penalty: 2634.373291
	Iteration 0F: 2 clusters Score -6205052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -6177157.000000 Penalty: 5268.746582
	Iteration 0F: 3 clusters Score -6177157 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -6187376.000000 Penalty: 5268.746582
	Iteration 1F: 3 clusters Score -6187376 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6187854.000000 Penalty: 5268.746582
	Iteration 2Q: 3 clusters Score -6187854 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -6188308.000000 Penalty: 5268.746582
	Iteration 3Q: 3 clusters Score -6188308 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -6188890.500000 Penalty: 5268.746582
	Iteration 4Q: 3 clusters Score -6188890 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -6189775.500000 Penalty: 5268.746582
	Iteration 5Q: 3 clusters Score -6189776 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -6191152.000000 Penalty: 5268.746582
	Iteration 6F: 3 clusters Score -6191152 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -6193337.500000 Penalty: 5268.746582
	Iteration 7F: 3 clusters Score -6193338 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -6196308.000000 Penalty: 5268.746582
	Iteration 8F: 3 clusters Score -6196308 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6199328.500000 Penalty: 5268.746582
	Iteration 9F: 3 clusters Score -6199328 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6201286.500000 Penalty: 5268.746582
	Iteration 10Q: 3 clusters Score -6201286 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6202180.000000 Penalty: 5268.746582
	Iteration 11Q: 3 clusters Score -6202180 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6202450.000000 Penalty: 5268.746582
	Iteration 12Q: 3 clusters Score -6202450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6202579.500000 Penalty: 5268.746582
	Iteration 13Q: 3 clusters Score -6202580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6202640.000000 Penalty: 5268.746582
	Iteration 14Q: 3 clusters Score -6202640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6202681.000000 Penalty: 5268.746582
	Iteration 15Q: 3 clusters Score -6202681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6202699.500000 Penalty: 5268.746582
	Iteration 16Q: 3 clusters Score -6202700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6202707.500000 Penalty: 5268.746582
	Iteration 17Q: 3 clusters Score -6202708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6202725.500000 Penalty: 5268.746582
	Iteration 18Q: 3 clusters Score -6202726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6202729.500000 Penalty: 5268.746582
	Iteration 19Q: 3 clusters Score -6202730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6202729.500000 Penalty: 5268.746582
	Iteration 20F: 3 clusters Score -6202730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Entering Unmasked Estep 
Score: -2591943.000000 Penalty: 2413.915283
	Iteration 0F: 2 clusters Score -2591943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2579882.750000 Penalty: 4827.830566
	Iteration 0F: 3 clusters Score -2579883 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2583689.500000 Penalty: 4827.830566
	Iteration 1F: 3 clusters Score -2583690 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2584049.250000 Penalty: 4827.830566
	Iteration 2F: 3 clusters Score -2584049 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2584313.750000 Penalty: 4827.830566
	Iteration 3Q: 3 clusters Score -2584314 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2584554.000000 Penalty: 4827.830566
	Iteration 4Q: 3 clusters Score -2584554 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2584788.500000 Penalty: 4827.830566
	Iteration 5Q: 3 clusters Score -2584788 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2585064.750000 Penalty: 4827.830566
	Iteration 6Q: 3 clusters Score -2585065 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2585370.000000 Penalty: 4827.830566
	Iteration 7Q: 3 clusters Score -2585370 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2585730.750000 Penalty: 4827.830566
	Iteration 8Q: 3 clusters Score -2585731 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2586148.750000 Penalty: 4827.830566
	Iteration 9Q: 3 clusters Score -2586149 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2586662.750000 Penalty: 4827.830566
	Iteration 10Q: 3 clusters Score -2586663 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2587297.250000 Penalty: 4827.830566
	Iteration 11F: 3 clusters Score -2587297 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2587960.500000 Penalty: 4827.830566
	Iteration 12Q: 3 clusters Score -2587960 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2588540.250000 Penalty: 4827.830566
	Iteration 13Q: 3 clusters Score -2588540 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2589041.500000 Penalty: 4827.830566
	Iteration 14Q: 3 clusters Score -2589042 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2589333.750000 Penalty: 4827.830566
	Iteration 15Q: 3 clusters Score -2589334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2589511.000000 Penalty: 4827.830566
	Iteration 16Q: 3 clusters Score -2589511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2589610.000000 Penalty: 4827.830566
	Iteration 17Q: 3 clusters Score -2589610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2589662.250000 Penalty: 4827.830566
	Iteration 18Q: 3 clusters Score -2589662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2589696.250000 Penalty: 4827.830566
	Iteration 19Q: 3 clusters Score -2589696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2589716.500000 Penalty: 4827.830566
	Iteration 20F: 3 clusters Score -2589716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2589736.500000 Penalty: 4827.830566
	Iteration 21Q: 3 clusters Score -2589736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2589749.250000 Penalty: 4827.830566
	Iteration 22Q: 3 clusters Score -2589749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2589760.500000 Penalty: 4827.830566
	Iteration 23Q: 3 clusters Score -2589760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2589763.500000 Penalty: 4827.830566
	Iteration 24Q: 3 clusters Score -2589764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2589766.500000 Penalty: 4827.830566
	Iteration 25Q: 3 clusters Score -2589766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2589769.000000 Penalty: 4827.830566
	Iteration 26Q: 3 clusters Score -2589769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2589771.250000 Penalty: 4827.830566
	Iteration 27Q: 3 clusters Score -2589771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2589772.750000 Penalty: 4827.830566
	Iteration 28Q: 3 clusters Score -2589773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2589775.000000 Penalty: 4827.830566
	Iteration 29Q: 3 clusters Score -2589775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2589775.750000 Penalty: 4827.830566
	Iteration 30Q: 3 clusters Score -2589776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2589775.500000 Penalty: 4827.830566
	Iteration 31Q: 3 clusters Score -2589776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2589775.500000 Penalty: 4827.830566
	Iteration 32F: 3 clusters Score -2589776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1659671.250000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1659671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1651298.750000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1651299 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1653719.125000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1653719 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1654043.375000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1654043 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1654317.875000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1654318 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1654586.500000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1654586 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1654904.250000 Penalty: 4616.188477
	Iteration 5F: 3 clusters Score -1654904 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1655323.625000 Penalty: 4616.188477
	Iteration 6F: 3 clusters Score -1655324 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1655881.750000 Penalty: 4616.188477
	Iteration 7F: 3 clusters Score -1655882 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1656436.125000 Penalty: 4616.188477
	Iteration 8F: 3 clusters Score -1656436 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1656875.750000 Penalty: 4616.188477
	Iteration 9F: 3 clusters Score -1656876 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1657141.125000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1657141 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1657292.875000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1657293 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1657381.375000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1657381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1657415.375000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1657415 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1657444.125000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1657444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1657456.625000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1657457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1657470.625000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1657471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1657475.250000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1657475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1657485.375000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1657485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1657491.375000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1657491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1657489.625000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1657490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1657492.500000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1657492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1657493.125000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1657493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1657496.250000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1657496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1657495.250000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1657495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1657497.375000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1657497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1657503.375000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1657503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1657506.875000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1657507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1657505.375000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1657505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1657506.000000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1657506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1657505.750000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1657506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1657504.250000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1657504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1657507.875000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1657508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1657510.875000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1657511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1657509.875000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1657510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1657512.000000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1657512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1657510.000000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1657510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1657519.250000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1657519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1657516.250000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1657516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1657516.250000 Penalty: 4616.188477
	Iteration 39F: 3 clusters Score -1657516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -288195.562500 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -288195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285490.562500 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -285490.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -286098.312500 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -286098.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286293.843750 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -286293.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286445.156250 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -286445.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -286672.656250 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -286672.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286930.218750 Penalty: 3824.928223
	Iteration 5F: 3 clusters Score -286930.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287187.125000 Penalty: 3824.928223
	Iteration 6F: 3 clusters Score -287187.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -287411.843750 Penalty: 3824.928223
	Iteration 7F: 3 clusters Score -287411.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287562.968750 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -287563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287650.093750 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -287650.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -287698.375000 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -287698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -287722.531250 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -287722.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -287733.875000 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -287733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -287746.218750 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -287746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -287754.218750 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -287754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -287757.187500 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -287757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -287760.125000 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -287760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -287765.718750 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -287765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287766.687500 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -287766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -287766.906250 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -287766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -287766.906250 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -287766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -498545.187500 Penalty: 2009.666626
	Iteration 0F: 2 clusters Score -498545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -495082.375000 Penalty: 4019.333252
	Iteration 0F: 3 clusters Score -495082.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -495712.812500 Penalty: 4019.333252
	Iteration 1F: 3 clusters Score -495712.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -495900.000000 Penalty: 4019.333252
	Iteration 2F: 3 clusters Score -495900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -496047.875000 Penalty: 4019.333252
	Iteration 3F: 3 clusters Score -496047.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -496157.343750 Penalty: 4019.333252
	Iteration 4Q: 3 clusters Score -496157.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -496240.593750 Penalty: 4019.333252
	Iteration 5Q: 3 clusters Score -496240.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -496312.687500 Penalty: 4019.333252
	Iteration 6Q: 3 clusters Score -496312.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -496390.312500 Penalty: 4019.333252
	Iteration 7Q: 3 clusters Score -496390.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496451.937500 Penalty: 4019.333252
	Iteration 8Q: 3 clusters Score -496451.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -496519.625000 Penalty: 4019.333252
	Iteration 9Q: 3 clusters Score -496519.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -496577.593750 Penalty: 4019.333252
	Iteration 10Q: 3 clusters Score -496577.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -496624.718750 Penalty: 4019.333252
	Iteration 11Q: 3 clusters Score -496624.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -496668.281250 Penalty: 4019.333252
	Iteration 12Q: 3 clusters Score -496668.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -496692.687500 Penalty: 4019.333252
	Iteration 13Q: 3 clusters Score -496692.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -496708.781250 Penalty: 4019.333252
	Iteration 14Q: 3 clusters Score -496708.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -496722.093750 Penalty: 4019.333252
	Iteration 15Q: 3 clusters Score -496722.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -496734.718750 Penalty: 4019.333252
	Iteration 16Q: 3 clusters Score -496734.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496745.593750 Penalty: 4019.333252
	Iteration 17Q: 3 clusters Score -496745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -496753.218750 Penalty: 4019.333252
	Iteration 18Q: 3 clusters Score -496753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -496761.187500 Penalty: 4019.333252
	Iteration 19Q: 3 clusters Score -496761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -496767.312500 Penalty: 4019.333252
	Iteration 20F: 3 clusters Score -496767.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -496770.375000 Penalty: 4019.333252
	Iteration 21Q: 3 clusters Score -496770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496773.531250 Penalty: 4019.333252
	Iteration 22Q: 3 clusters Score -496773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -496775.718750 Penalty: 4019.333252
	Iteration 23Q: 3 clusters Score -496775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -496777.781250 Penalty: 4019.333252
	Iteration 24Q: 3 clusters Score -496777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -496779.562500 Penalty: 4019.333252
	Iteration 25Q: 3 clusters Score -496779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -496781.343750 Penalty: 4019.333252
	Iteration 26Q: 3 clusters Score -496781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -496781.281250 Penalty: 4019.333252
	Iteration 27Q: 3 clusters Score -496781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -496781.281250 Penalty: 4019.333252
	Iteration 28F: 3 clusters Score -496781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -30123.550781 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -30123.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28978.796875 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -28978.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29135.849609 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -29135.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29174.812500 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -29174.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29194.519531 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -29194.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29215.505859 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -29215.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29215.505859 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -29215.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2202792.500000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -2202792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -2192207.750000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -2192208 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2195566.500000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -2195566 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2195892.750000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -2195893 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2196097.500000 Penalty: 4752.658691
	Iteration 3Q: 3 clusters Score -2196098 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2196265.000000 Penalty: 4752.658691
	Iteration 4Q: 3 clusters Score -2196265 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2196418.250000 Penalty: 4752.658691
	Iteration 5Q: 3 clusters Score -2196418 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2196540.000000 Penalty: 4752.658691
	Iteration 6Q: 3 clusters Score -2196540 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2196666.500000 Penalty: 4752.658691
	Iteration 7Q: 3 clusters Score -2196666 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2196793.250000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -2196793 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2196958.750000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -2196959 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2197114.500000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -2197114 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2197271.750000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -2197272 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2197491.250000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -2197491 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2197742.750000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -2197743 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2198022.750000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -2198023 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2198365.500000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -2198366 nChanged 609
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: -2198739.750000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -2198740 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2199106.500000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -2199106 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2199453.500000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -2199454 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2199756.250000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -2199756 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2200023.500000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -2200024 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2200218.500000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -2200218 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2200342.500000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -2200342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2200440.250000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -2200440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2200518.500000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -2200518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2200589.750000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -2200590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2200635.500000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -2200636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2200669.500000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -2200670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2200697.500000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -2200698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2200713.000000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -2200713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2200722.000000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -2200722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2200737.000000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -2200737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2200747.250000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -2200747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2200748.000000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -2200748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2200751.500000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -2200752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2200756.000000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -2200756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2200761.750000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -2200762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2200764.250000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -2200764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2200767.250000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -2200767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2200770.750000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -2200771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2200771.500000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -2200772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -191370.250000 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -191370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -189206.796875 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -189206.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -189595.234375 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -189595.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -189749.000000 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -189749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -189843.046875 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -189843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189933.640625 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -189933.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -189990.812500 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -189990.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -190035.203125 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -190035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -190068.718750 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -190068.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190096.953125 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -190097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -190115.218750 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -190115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -190127.859375 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -190127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190141.765625 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -190141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190159.218750 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -190159.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -190171.234375 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -190171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -190186.859375 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -190186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -190196.562500 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -190196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -190204.000000 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -190204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190214.140625 Penalty: 3566.948730
	Iteration 17Q: 3 clusters Score -190214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -190224.984375 Penalty: 3566.948730
	Iteration 18Q: 3 clusters Score -190225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -190234.281250 Penalty: 3566.948730
	Iteration 19Q: 3 clusters Score -190234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -190237.750000 Penalty: 3566.948730
	Iteration 20F: 3 clusters Score -190237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -190242.171875 Penalty: 3566.948730
	Iteration 21Q: 3 clusters Score -190242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190254.484375 Penalty: 3566.948730
	Iteration 22Q: 3 clusters Score -190254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190257.500000 Penalty: 3566.948730
	Iteration 23Q: 3 clusters Score -190257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -190261.953125 Penalty: 3566.948730
	Iteration 24Q: 3 clusters Score -190262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -190265.906250 Penalty: 3566.948730
	Iteration 25Q: 3 clusters Score -190265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -190269.625000 Penalty: 3566.948730
	Iteration 26Q: 3 clusters Score -190269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190270.625000 Penalty: 3566.948730
	Iteration 27Q: 3 clusters Score -190270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190270.625000 Penalty: 3566.948730
	Iteration 28F: 3 clusters Score -190270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 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 380 members 
Entering Unmasked Estep 
Score: -101747.085938 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101747.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102125.554688 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102125.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102347.429688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102347.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102523.937500 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102523.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102734.335938 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102734.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102907.343750 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102907.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102982.234375 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102982.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103043.820312 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -103043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103079.539062 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -103079.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103117.828125 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -103117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103145.093750 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -103145.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103174.218750 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -103174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103210.328125 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -103210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103247.320312 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -103247.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103281.882812 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -103281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103327.710938 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -103327.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103369.445312 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -103369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103403.445312 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -103403.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103418.484375 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -103418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103436.273438 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -103436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103451.687500 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -103451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103497.867188 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -103497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103538.593750 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -103538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103576.460938 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -103576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103591.195312 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -103591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103608.750000 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -103608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103627.882812 Penalty: 3306.179199
	Iteration 26Q: 3 clusters Score -103627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103640.039062 Penalty: 3306.179199
	Iteration 27Q: 3 clusters Score -103640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -103650.109375 Penalty: 3306.179199
	Iteration 28Q: 3 clusters Score -103650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103655.046875 Penalty: 3306.179199
	Iteration 29Q: 3 clusters Score -103655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103658.367188 Penalty: 3306.179199
	Iteration 30Q: 3 clusters Score -103658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103660.585938 Penalty: 3306.179199
	Iteration 31Q: 3 clusters Score -103660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103660.585938 Penalty: 3306.179199
	Iteration 32F: 3 clusters Score -103660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159493 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 11 contains 564 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37194 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41047 members 
Mstep: Class 26 contains 16874 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14501 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110462 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1224 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117828 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
Score: -104152728.000000 Penalty: 140150.937500
Splitting cluster 34 changes total score from -104153880.000000 to -104152728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -87555.164062 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -87555.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85955.273438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -85955.27 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86338.695312 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -86338.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86464.117188 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -86464.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86531.867188 Penalty: 3225.383789
	Iteration 3Q: 3 clusters Score -86531.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86575.507812 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -86575.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86629.664062 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -86629.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86684.140625 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -86684.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86768.835938 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -86768.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86844.171875 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -86844.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86884.554688 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -86884.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86922.507812 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -86922.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86954.257812 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -86954.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86983.898438 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -86983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87001.203125 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -87001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87007.679688 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -87007.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87016.437500 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -87016.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87028.882812 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -87028.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87031.328125 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -87031.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87031.328125 Penalty: 3225.383789
	Iteration 18F: 3 clusters Score -87031.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13680.586914 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13680.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13818.162109 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13818.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13867.287109 Penalty: 2447.499023
	Iteration 2F: 3 clusters Score -13867.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13916.114258 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -13916.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13922.583008 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -13922.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13922.583008 Penalty: 2447.499023
	Iteration 5F: 3 clusters Score -13922.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (110462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Entering Unmasked Estep 
Score: -17030208.000000 Penalty: 2879.881836
	Iteration 0F: 2 clusters Score -1.703021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -16960582.000000 Penalty: 5759.763672
	Iteration 0F: 3 clusters Score -1.696058e+07 nChanged 52576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -16990766.000000 Penalty: 5759.763672
	Iteration 1F: 3 clusters Score -1.699077e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -16991788.000000 Penalty: 5759.763672
	Iteration 2Q: 3 clusters Score -1.699179e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -16993022.000000 Penalty: 5759.763672
	Iteration 3Q: 3 clusters Score -1.699302e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -16994854.000000 Penalty: 5759.763672
	Iteration 4Q: 3 clusters Score -1.699485e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -16997848.000000 Penalty: 5759.763672
	Iteration 5Q: 3 clusters Score -1.699785e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -17002436.000000 Penalty: 5759.763672
	Iteration 6F: 3 clusters Score -1.700244e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -17008132.000000 Penalty: 5759.763672
	Iteration 7F: 3 clusters Score -1.700813e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -17013976.000000 Penalty: 5759.763672
	Iteration 8F: 3 clusters Score -1.701398e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -17017934.000000 Penalty: 5759.763672
	Iteration 9F: 3 clusters Score -1.701793e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -17019718.000000 Penalty: 5759.763672
	Iteration 10Q: 3 clusters Score -1.701972e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -17020654.000000 Penalty: 5759.763672
	Iteration 11Q: 3 clusters Score -1.702065e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -17021198.000000 Penalty: 5759.763672
	Iteration 12Q: 3 clusters Score -1.70212e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -17021556.000000 Penalty: 5759.763672
	Iteration 13Q: 3 clusters Score -1.702156e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -17021940.000000 Penalty: 5759.763672
	Iteration 14Q: 3 clusters Score -1.702194e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -17022190.000000 Penalty: 5759.763672
	Iteration 15Q: 3 clusters Score -1.702219e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -17022572.000000 Penalty: 5759.763672
	Iteration 16Q: 3 clusters Score -1.702257e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -17022798.000000 Penalty: 5759.763672
	Iteration 17Q: 3 clusters Score -1.70228e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -17023114.000000 Penalty: 5759.763672
	Iteration 18Q: 3 clusters Score -1.702311e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -17023412.000000 Penalty: 5759.763672
	Iteration 19Q: 3 clusters Score -1.702341e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -17023632.000000 Penalty: 5759.763672
	Iteration 20F: 3 clusters Score -1.702363e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -17023944.000000 Penalty: 5759.763672
	Iteration 21Q: 3 clusters Score -1.702394e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -17024236.000000 Penalty: 5759.763672
	Iteration 22Q: 3 clusters Score -1.702424e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -17024504.000000 Penalty: 5759.763672
	Iteration 23Q: 3 clusters Score -1.70245e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -17024762.000000 Penalty: 5759.763672
	Iteration 24Q: 3 clusters Score -1.702476e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -17025008.000000 Penalty: 5759.763672
	Iteration 25Q: 3 clusters Score -1.702501e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 87603 members 
Entering Unmasked Estep 
Score: -17025246.000000 Penalty: 5759.763672
	Iteration 26Q: 3 clusters Score -1.702525e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -17025502.000000 Penalty: 5759.763672
	Iteration 27Q: 3 clusters Score -1.70255e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -17025764.000000 Penalty: 5759.763672
	Iteration 28Q: 3 clusters Score -1.702576e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -17026078.000000 Penalty: 5759.763672
	Iteration 29Q: 3 clusters Score -1.702608e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -17026324.000000 Penalty: 5759.763672
	Iteration 30Q: 3 clusters Score -1.702632e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -17026652.000000 Penalty: 5759.763672
	Iteration 31Q: 3 clusters Score -1.702665e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -17026926.000000 Penalty: 5759.763672
	Iteration 32Q: 3 clusters Score -1.702693e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -17027158.000000 Penalty: 5759.763672
	Iteration 33Q: 3 clusters Score -1.702716e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -17027332.000000 Penalty: 5759.763672
	Iteration 34Q: 3 clusters Score -1.702733e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -17027570.000000 Penalty: 5759.763672
	Iteration 35Q: 3 clusters Score -1.702757e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 97289 members 
Entering Unmasked Estep 
Score: -17027640.000000 Penalty: 5759.763672
	Iteration 36Q: 3 clusters Score -1.702764e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -17027726.000000 Penalty: 5759.763672
	Iteration 37Q: 3 clusters Score -1.702773e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -17027772.000000 Penalty: 5759.763672
	Iteration 38Q: 3 clusters Score -1.702777e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -17027864.000000 Penalty: 5759.763672
	Iteration 39Q: 3 clusters Score -1.702786e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -17027966.000000 Penalty: 5759.763672
	Iteration 40F: 3 clusters Score -1.702797e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
Score: -17028042.000000 Penalty: 5759.763672
	Iteration 41Q: 3 clusters Score -1.702804e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 100278 members 
Entering Unmasked Estep 
Score: -17028114.000000 Penalty: 5759.763672
	Iteration 42Q: 3 clusters Score -1.702811e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -17028138.000000 Penalty: 5759.763672
	Iteration 43Q: 3 clusters Score -1.702814e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -17028148.000000 Penalty: 5759.763672
	Iteration 44Q: 3 clusters Score -1.702815e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -17028172.000000 Penalty: 5759.763672
	Iteration 45Q: 3 clusters Score -1.702817e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -17028208.000000 Penalty: 5759.763672
	Iteration 46Q: 3 clusters Score -1.702821e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 101929 members 
Entering Unmasked Estep 
Score: -17028228.000000 Penalty: 5759.763672
	Iteration 47Q: 3 clusters Score -1.702823e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -17028248.000000 Penalty: 5759.763672
	Iteration 48Q: 3 clusters Score -1.702825e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 102457 members 
Entering Unmasked Estep 
Score: -17028250.000000 Penalty: 5759.763672
	Iteration 49Q: 3 clusters Score -1.702825e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -17028248.000000 Penalty: 5759.763672
	Iteration 50Q: 3 clusters Score -1.702825e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -17028282.000000 Penalty: 5759.763672
	Iteration 51Q: 3 clusters Score -1.702828e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 103112 members 
Entering Unmasked Estep 
Score: -17028298.000000 Penalty: 5759.763672
	Iteration 52Q: 3 clusters Score -1.70283e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -17028332.000000 Penalty: 5759.763672
	Iteration 53Q: 3 clusters Score -1.702833e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -17028360.000000 Penalty: 5759.763672
	Iteration 54Q: 3 clusters Score -1.702836e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 103665 members 
Entering Unmasked Estep 
Score: -17028366.000000 Penalty: 5759.763672
	Iteration 55Q: 3 clusters Score -1.702837e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -17028388.000000 Penalty: 5759.763672
	Iteration 56Q: 3 clusters Score -1.702839e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -17028404.000000 Penalty: 5759.763672
	Iteration 57Q: 3 clusters Score -1.70284e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -17028402.000000 Penalty: 5759.763672
	Iteration 58Q: 3 clusters Score -1.70284e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 104213 members 
Entering Unmasked Estep 
Score: -17028400.000000 Penalty: 5759.763672
	Iteration 59Q: 3 clusters Score -1.70284e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -17028426.000000 Penalty: 5759.763672
	Iteration 60F: 3 clusters Score -1.702843e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 104409 members 
Entering Unmasked Estep 
Score: -17028454.000000 Penalty: 5759.763672
	Iteration 61Q: 3 clusters Score -1.702845e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -17028442.000000 Penalty: 5759.763672
	Iteration 62Q: 3 clusters Score -1.702844e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -17028444.000000 Penalty: 5759.763672
	Iteration 63Q: 3 clusters Score -1.702844e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 104713 members 
Entering Unmasked Estep 
Score: -17028472.000000 Penalty: 5759.763672
	Iteration 64Q: 3 clusters Score -1.702847e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 65Q: 3 clusters Score -1.702848e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -17028496.000000 Penalty: 5759.763672
	Iteration 66Q: 3 clusters Score -1.70285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -17028466.000000 Penalty: 5759.763672
	Iteration 67Q: 3 clusters Score -1.702847e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -17028482.000000 Penalty: 5759.763672
	Iteration 68Q: 3 clusters Score -1.702848e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -17028478.000000 Penalty: 5759.763672
	Iteration 69Q: 3 clusters Score -1.702848e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -17028474.000000 Penalty: 5759.763672
	Iteration 70Q: 3 clusters Score -1.702847e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -17028464.000000 Penalty: 5759.763672
	Iteration 71Q: 3 clusters Score -1.702846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -17028458.000000 Penalty: 5759.763672
	Iteration 72Q: 3 clusters Score -1.702846e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -17028470.000000 Penalty: 5759.763672
	Iteration 73Q: 3 clusters Score -1.702847e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 105261 members 
Entering Unmasked Estep 
Score: -17028458.000000 Penalty: 5759.763672
	Iteration 74Q: 3 clusters Score -1.702846e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -17028444.000000 Penalty: 5759.763672
	Iteration 75Q: 3 clusters Score -1.702844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 76Q: 3 clusters Score -1.702848e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -17028478.000000 Penalty: 5759.763672
	Iteration 77Q: 3 clusters Score -1.702848e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 78Q: 3 clusters Score -1.702848e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 105431 members 
Entering Unmasked Estep 
Score: -17028454.000000 Penalty: 5759.763672
	Iteration 79Q: 3 clusters Score -1.702845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -17028470.000000 Penalty: 5759.763672
	Iteration 80F: 3 clusters Score -1.702847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 81Q: 3 clusters Score -1.702848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 82Q: 3 clusters Score -1.702848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -17028482.000000 Penalty: 5759.763672
	Iteration 83Q: 3 clusters Score -1.702848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -17028492.000000 Penalty: 5759.763672
	Iteration 84Q: 3 clusters Score -1.702849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -17028490.000000 Penalty: 5759.763672
	Iteration 85Q: 3 clusters Score -1.702849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 86Q: 3 clusters Score -1.702851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -17028484.000000 Penalty: 5759.763672
	Iteration 87Q: 3 clusters Score -1.702848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -17028494.000000 Penalty: 5759.763672
	Iteration 88Q: 3 clusters Score -1.702849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -17028470.000000 Penalty: 5759.763672
	Iteration 89Q: 3 clusters Score -1.702847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -17028450.000000 Penalty: 5759.763672
	Iteration 90Q: 3 clusters Score -1.702845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -17028460.000000 Penalty: 5759.763672
	Iteration 91Q: 3 clusters Score -1.702846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 105674 members 
Entering Unmasked Estep 
Score: -17028462.000000 Penalty: 5759.763672
	Iteration 92Q: 3 clusters Score -1.702846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -17028464.000000 Penalty: 5759.763672
	Iteration 93Q: 3 clusters Score -1.702846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -17028466.000000 Penalty: 5759.763672
	Iteration 94Q: 3 clusters Score -1.702847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 105720 members 
Entering Unmasked Estep 
Score: -17028484.000000 Penalty: 5759.763672
	Iteration 95Q: 3 clusters Score -1.702848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -17028456.000000 Penalty: 5759.763672
	Iteration 96Q: 3 clusters Score -1.702846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -17028464.000000 Penalty: 5759.763672
	Iteration 97Q: 3 clusters Score -1.702846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -17028454.000000 Penalty: 5759.763672
	Iteration 98Q: 3 clusters Score -1.702845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -17028448.000000 Penalty: 5759.763672
	Iteration 99Q: 3 clusters Score -1.702845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -17028460.000000 Penalty: 5759.763672
	Iteration 100F: 3 clusters Score -1.702846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -17028458.000000 Penalty: 5759.763672
	Iteration 101Q: 3 clusters Score -1.702846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -17028470.000000 Penalty: 5759.763672
	Iteration 102Q: 3 clusters Score -1.702847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -17028480.000000 Penalty: 5759.763672
	Iteration 103Q: 3 clusters Score -1.702848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -17028484.000000 Penalty: 5759.763672
	Iteration 104Q: 3 clusters Score -1.702848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 105800 members 
Entering Unmasked Estep 
Score: -17028504.000000 Penalty: 5759.763672
	Iteration 105Q: 3 clusters Score -1.70285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -17028492.000000 Penalty: 5759.763672
	Iteration 106Q: 3 clusters Score -1.702849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -17028508.000000 Penalty: 5759.763672
	Iteration 107Q: 3 clusters Score -1.702851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -17028498.000000 Penalty: 5759.763672
	Iteration 108Q: 3 clusters Score -1.70285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -17028502.000000 Penalty: 5759.763672
	Iteration 109Q: 3 clusters Score -1.70285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 110Q: 3 clusters Score -1.702851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -17028504.000000 Penalty: 5759.763672
	Iteration 111Q: 3 clusters Score -1.70285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -17028508.000000 Penalty: 5759.763672
	Iteration 112Q: 3 clusters Score -1.702851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 105875 members 
Entering Unmasked Estep 
Score: -17028492.000000 Penalty: 5759.763672
	Iteration 113Q: 3 clusters Score -1.702849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 105885 members 
Entering Unmasked Estep 
Score: -17028494.000000 Penalty: 5759.763672
	Iteration 114Q: 3 clusters Score -1.702849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -17028514.000000 Penalty: 5759.763672
	Iteration 115Q: 3 clusters Score -1.702851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 116Q: 3 clusters Score -1.702851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -17028512.000000 Penalty: 5759.763672
	Iteration 117Q: 3 clusters Score -1.702851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -17028520.000000 Penalty: 5759.763672
	Iteration 118Q: 3 clusters Score -1.702852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -17028522.000000 Penalty: 5759.763672
	Iteration 119Q: 3 clusters Score -1.702852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -17028514.000000 Penalty: 5759.763672
	Iteration 120F: 3 clusters Score -1.702851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -17028524.000000 Penalty: 5759.763672
	Iteration 121Q: 3 clusters Score -1.702852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 122Q: 3 clusters Score -1.702851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -17028512.000000 Penalty: 5759.763672
	Iteration 123Q: 3 clusters Score -1.702851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 124Q: 3 clusters Score -1.702851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -17028508.000000 Penalty: 5759.763672
	Iteration 125Q: 3 clusters Score -1.702851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -17028504.000000 Penalty: 5759.763672
	Iteration 126Q: 3 clusters Score -1.70285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -17028514.000000 Penalty: 5759.763672
	Iteration 127Q: 3 clusters Score -1.702851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -17028504.000000 Penalty: 5759.763672
	Iteration 128Q: 3 clusters Score -1.70285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -17028508.000000 Penalty: 5759.763672
	Iteration 129Q: 3 clusters Score -1.702851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -17028506.000000 Penalty: 5759.763672
	Iteration 130Q: 3 clusters Score -1.702851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -17028494.000000 Penalty: 5759.763672
	Iteration 131Q: 3 clusters Score -1.702849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -17028510.000000 Penalty: 5759.763672
	Iteration 132Q: 3 clusters Score -1.702851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -17028516.000000 Penalty: 5759.763672
	Iteration 133Q: 3 clusters Score -1.702852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -17028516.000000 Penalty: 5759.763672
	Iteration 134Q: 3 clusters Score -1.702852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -17028506.000000 Penalty: 5759.763672
	Iteration 135Q: 3 clusters Score -1.702851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -17028502.000000 Penalty: 5759.763672
	Iteration 136Q: 3 clusters Score -1.70285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -17028512.000000 Penalty: 5759.763672
	Iteration 137Q: 3 clusters Score -1.702851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -17028514.000000 Penalty: 5759.763672
	Iteration 138Q: 3 clusters Score -1.702851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -17028514.000000 Penalty: 5759.763672
	Iteration 139F: 3 clusters Score -1.702851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -84146.828125 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -84146.83 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 303 members 
Entering Unmasked Estep 
Score: -82511.437500 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -82511.44 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82743.023438 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -82743.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82831.328125 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -82831.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82878.828125 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -82878.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82917.617188 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -82917.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82991.117188 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -82991.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83133.921875 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -83133.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83226.570312 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -83226.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83267.484375 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -83267.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83293.726562 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -83293.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83299.101562 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -83299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83303.140625 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -83303.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83305.281250 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -83305.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83305.281250 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -83305.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72454.890625 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -72454.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70846.132812 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -70846.13 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71118.023438 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -71118.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71247.367188 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -71247.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71355.453125 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -71355.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71435.304688 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -71435.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71479.945312 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -71479.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71496.375000 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -71496.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71515.320312 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -71515.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71528.750000 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -71528.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71540.484375 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -71540.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71551.820312 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -71551.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71571.531250 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -71571.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71593.500000 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -71593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71619.000000 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -71619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71634.750000 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -71634.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71655.398438 Penalty: 3203.335693
	Iteration 15Q: 3 clusters Score -71655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71661.882812 Penalty: 3203.335693
	Iteration 16Q: 3 clusters Score -71661.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71669.976562 Penalty: 3203.335693
	Iteration 17Q: 3 clusters Score -71669.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71675.171875 Penalty: 3203.335693
	Iteration 18Q: 3 clusters Score -71675.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71677.460938 Penalty: 3203.335693
	Iteration 19Q: 3 clusters Score -71677.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71680.921875 Penalty: 3203.335693
	Iteration 20F: 3 clusters Score -71680.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -177068.921875 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -177068.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -174959.328125 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -174959.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175259.625000 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -175259.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175366.890625 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -175366.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -175419.609375 Penalty: 3526.500244
	Iteration 3Q: 3 clusters Score -175419.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175453.765625 Penalty: 3526.500244
	Iteration 4Q: 3 clusters Score -175453.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175482.734375 Penalty: 3526.500244
	Iteration 5Q: 3 clusters Score -175482.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175494.953125 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -175495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -175500.703125 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -175500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -175504.312500 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -175504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175507.046875 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -175507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175508.843750 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -175508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175509.875000 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -175509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -175510.390625 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -175510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175510.921875 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -175510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175510.921875 Penalty: 3526.500244
	Iteration 14F: 3 clusters Score -175510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19622.593750 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19622.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19819.093750 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19819.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19883.949219 Penalty: 2583.905029
	Iteration 2F: 3 clusters Score -19883.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19904.986328 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19904.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19919.033203 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -19919.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19926.214844 Penalty: 2583.905029
	Iteration 5Q: 3 clusters Score -19926.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19926.214844 Penalty: 2583.905029
	Iteration 6F: 3 clusters Score -19926.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (117828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Entering Unmasked Estep 
Score: -18129962.000000 Penalty: 2895.891357
	Iteration 0F: 2 clusters Score -1.812996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -18056602.000000 Penalty: 5791.782715
	Iteration 0F: 3 clusters Score -1.80566e+07 nChanged 55907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -18089042.000000 Penalty: 5791.782715
	Iteration 1F: 3 clusters Score -1.808904e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -18090230.000000 Penalty: 5791.782715
	Iteration 2Q: 3 clusters Score -1.809023e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -18091912.000000 Penalty: 5791.782715
	Iteration 3Q: 3 clusters Score -1.809191e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -18094670.000000 Penalty: 5791.782715
	Iteration 4Q: 3 clusters Score -1.809467e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -18098554.000000 Penalty: 5791.782715
	Iteration 5F: 3 clusters Score -1.809855e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -18103720.000000 Penalty: 5791.782715
	Iteration 6F: 3 clusters Score -1.810372e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -18109794.000000 Penalty: 5791.782715
	Iteration 7F: 3 clusters Score -1.810979e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -18114896.000000 Penalty: 5791.782715
	Iteration 8F: 3 clusters Score -1.81149e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -18118572.000000 Penalty: 5791.782715
	Iteration 9Q: 3 clusters Score -1.811857e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -18120592.000000 Penalty: 5791.782715
	Iteration 10Q: 3 clusters Score -1.812059e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 94834 members 
Entering Unmasked Estep 
Score: -18121606.000000 Penalty: 5791.782715
	Iteration 11Q: 3 clusters Score -1.812161e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -18122420.000000 Penalty: 5791.782715
	Iteration 12Q: 3 clusters Score -1.812242e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -18123040.000000 Penalty: 5791.782715
	Iteration 13Q: 3 clusters Score -1.812304e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -18123558.000000 Penalty: 5791.782715
	Iteration 14Q: 3 clusters Score -1.812356e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -18124040.000000 Penalty: 5791.782715
	Iteration 15Q: 3 clusters Score -1.812404e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -18124436.000000 Penalty: 5791.782715
	Iteration 16Q: 3 clusters Score -1.812444e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 102884 members 
Entering Unmasked Estep 
Score: -18124802.000000 Penalty: 5791.782715
	Iteration 17Q: 3 clusters Score -1.81248e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -18125130.000000 Penalty: 5791.782715
	Iteration 18Q: 3 clusters Score -1.812513e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -18125446.000000 Penalty: 5791.782715
	Iteration 19Q: 3 clusters Score -1.812545e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 106158 members 
Entering Unmasked Estep 
Score: -18125722.000000 Penalty: 5791.782715
	Iteration 20F: 3 clusters Score -1.812572e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -18125976.000000 Penalty: 5791.782715
	Iteration 21Q: 3 clusters Score -1.812598e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -18126206.000000 Penalty: 5791.782715
	Iteration 22Q: 3 clusters Score -1.812621e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -18126358.000000 Penalty: 5791.782715
	Iteration 23Q: 3 clusters Score -1.812636e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 109271 members 
Entering Unmasked Estep 
Score: -18126504.000000 Penalty: 5791.782715
	Iteration 24Q: 3 clusters Score -1.81265e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 109853 members 
Entering Unmasked Estep 
Score: -18126670.000000 Penalty: 5791.782715
	Iteration 25Q: 3 clusters Score -1.812667e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -18126816.000000 Penalty: 5791.782715
	Iteration 26Q: 3 clusters Score -1.812682e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -18126926.000000 Penalty: 5791.782715
	Iteration 27Q: 3 clusters Score -1.812693e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -18127006.000000 Penalty: 5791.782715
	Iteration 28Q: 3 clusters Score -1.812701e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -18127116.000000 Penalty: 5791.782715
	Iteration 29Q: 3 clusters Score -1.812712e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -18127246.000000 Penalty: 5791.782715
	Iteration 30Q: 3 clusters Score -1.812725e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 112532 members 
Entering Unmasked Estep 
Score: -18127340.000000 Penalty: 5791.782715
	Iteration 31Q: 3 clusters Score -1.812734e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -18127390.000000 Penalty: 5791.782715
	Iteration 32Q: 3 clusters Score -1.812739e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -18127432.000000 Penalty: 5791.782715
	Iteration 33Q: 3 clusters Score -1.812743e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 113312 members 
Entering Unmasked Estep 
Score: -18127442.000000 Penalty: 5791.782715
	Iteration 34Q: 3 clusters Score -1.812744e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -18127422.000000 Penalty: 5791.782715
	Iteration 35Q: 3 clusters Score -1.812742e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -18127508.000000 Penalty: 5791.782715
	Iteration 36Q: 3 clusters Score -1.812751e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -18127540.000000 Penalty: 5791.782715
	Iteration 37Q: 3 clusters Score -1.812754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -18127572.000000 Penalty: 5791.782715
	Iteration 38Q: 3 clusters Score -1.812757e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -18127620.000000 Penalty: 5791.782715
	Iteration 39Q: 3 clusters Score -1.812762e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 114180 members 
Entering Unmasked Estep 
Score: -18127620.000000 Penalty: 5791.782715
	Iteration 40F: 3 clusters Score -1.812762e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -18127650.000000 Penalty: 5791.782715
	Iteration 41Q: 3 clusters Score -1.812765e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -18127648.000000 Penalty: 5791.782715
	Iteration 42Q: 3 clusters Score -1.812765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -18127654.000000 Penalty: 5791.782715
	Iteration 43Q: 3 clusters Score -1.812765e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
Score: -18127648.000000 Penalty: 5791.782715
	Iteration 44Q: 3 clusters Score -1.812765e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -18127664.000000 Penalty: 5791.782715
	Iteration 45Q: 3 clusters Score -1.812766e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -18127672.000000 Penalty: 5791.782715
	Iteration 46Q: 3 clusters Score -1.812767e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 114764 members 
Entering Unmasked Estep 
Score: -18127676.000000 Penalty: 5791.782715
	Iteration 47Q: 3 clusters Score -1.812768e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -18127694.000000 Penalty: 5791.782715
	Iteration 48Q: 3 clusters Score -1.812769e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 114889 members 
Entering Unmasked Estep 
Score: -18127678.000000 Penalty: 5791.782715
	Iteration 49Q: 3 clusters Score -1.812768e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 114941 members 
Entering Unmasked Estep 
Score: -18127662.000000 Penalty: 5791.782715
	Iteration 50Q: 3 clusters Score -1.812766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 114998 members 
Entering Unmasked Estep 
Score: -18127668.000000 Penalty: 5791.782715
	Iteration 51Q: 3 clusters Score -1.812767e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -18127652.000000 Penalty: 5791.782715
	Iteration 52Q: 3 clusters Score -1.812765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -18127674.000000 Penalty: 5791.782715
	Iteration 53Q: 3 clusters Score -1.812767e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 115134 members 
Entering Unmasked Estep 
Score: -18127694.000000 Penalty: 5791.782715
	Iteration 54Q: 3 clusters Score -1.812769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 115181 members 
Entering Unmasked Estep 
Score: -18127712.000000 Penalty: 5791.782715
	Iteration 55Q: 3 clusters Score -1.812771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -18127730.000000 Penalty: 5791.782715
	Iteration 56Q: 3 clusters Score -1.812773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -18127728.000000 Penalty: 5791.782715
	Iteration 57Q: 3 clusters Score -1.812773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 115325 members 
Entering Unmasked Estep 
Score: -18127734.000000 Penalty: 5791.782715
	Iteration 58Q: 3 clusters Score -1.812773e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -18127758.000000 Penalty: 5791.782715
	Iteration 59Q: 3 clusters Score -1.812776e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -18127764.000000 Penalty: 5791.782715
	Iteration 60F: 3 clusters Score -1.812776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 115445 members 
Entering Unmasked Estep 
Score: -18127758.000000 Penalty: 5791.782715
	Iteration 61Q: 3 clusters Score -1.812776e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -18127772.000000 Penalty: 5791.782715
	Iteration 62Q: 3 clusters Score -1.812777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 115492 members 
Entering Unmasked Estep 
Score: -18127778.000000 Penalty: 5791.782715
	Iteration 63Q: 3 clusters Score -1.812778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -18127784.000000 Penalty: 5791.782715
	Iteration 64Q: 3 clusters Score -1.812778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -18127796.000000 Penalty: 5791.782715
	Iteration 65Q: 3 clusters Score -1.81278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -18127776.000000 Penalty: 5791.782715
	Iteration 66Q: 3 clusters Score -1.812778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -18127796.000000 Penalty: 5791.782715
	Iteration 67Q: 3 clusters Score -1.81278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 115566 members 
Entering Unmasked Estep 
Score: -18127782.000000 Penalty: 5791.782715
	Iteration 68Q: 3 clusters Score -1.812778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -18127790.000000 Penalty: 5791.782715
	Iteration 69Q: 3 clusters Score -1.812779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -18127782.000000 Penalty: 5791.782715
	Iteration 70Q: 3 clusters Score -1.812778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 115578 members 
Entering Unmasked Estep 
Score: -18127786.000000 Penalty: 5791.782715
	Iteration 71Q: 3 clusters Score -1.812779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 115584 members 
Entering Unmasked Estep 
Score: -18127796.000000 Penalty: 5791.782715
	Iteration 72Q: 3 clusters Score -1.81278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -18127788.000000 Penalty: 5791.782715
	Iteration 73Q: 3 clusters Score -1.812779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 115607 members 
Entering Unmasked Estep 
Score: -18127806.000000 Penalty: 5791.782715
	Iteration 74Q: 3 clusters Score -1.812781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -18127794.000000 Penalty: 5791.782715
	Iteration 75Q: 3 clusters Score -1.812779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 115619 members 
Entering Unmasked Estep 
Score: -18127798.000000 Penalty: 5791.782715
	Iteration 76Q: 3 clusters Score -1.81278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -18127788.000000 Penalty: 5791.782715
	Iteration 77Q: 3 clusters Score -1.812779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -18127790.000000 Penalty: 5791.782715
	Iteration 78Q: 3 clusters Score -1.812779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -18127794.000000 Penalty: 5791.782715
	Iteration 79Q: 3 clusters Score -1.812779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 115623 members 
Entering Unmasked Estep 
Score: -18127792.000000 Penalty: 5791.782715
	Iteration 80F: 3 clusters Score -1.812779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -18127800.000000 Penalty: 5791.782715
	Iteration 81Q: 3 clusters Score -1.81278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -18127796.000000 Penalty: 5791.782715
	Iteration 82Q: 3 clusters Score -1.81278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -18127796.000000 Penalty: 5791.782715
	Iteration 83F: 3 clusters Score -1.81278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 30 members 
Deleted class 2: not enough members
Entering Unmasked Estep 
Score: 246.652283 Penalty: 0.000000
	Iteration 0F: 1 clusters Score 246.6523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Entering Unmasked Estep 
Score: 0.000000 Penalty: 0.000000
	Iteration 1F: 1 clusters Score 0 nChanged 0
Split failed - leaving alone
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159493 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37194 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 41047 members 
Mstep: Class 26 contains 16874 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3306 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14501 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110462 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1224 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117828 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153976.000000 Penalty: 136814.000000
Iteration 399Q: 42 clusters Score -1.04154e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 159565 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15889 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37190 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 41022 members 
Mstep: Class 26 contains 16875 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3304 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14500 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110443 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117805 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154064.000000 Penalty: 136814.000000
Iteration 400F: 42 clusters Score -1.041541e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 159590 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30761 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26377 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15890 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 37190 members 
Mstep: Class 24 contains 4470 members 
Mstep: Class 25 contains 41010 members 
Mstep: Class 26 contains 16874 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110430 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117811 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154072.000000 Penalty: 136814.000000
Iteration 401Q: 42 clusters Score -1.041541e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 159627 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30762 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37185 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 40996 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110390 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117835 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154232.000000 Penalty: 136814.000000
Iteration 402Q: 42 clusters Score -1.041542e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 159686 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30764 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 15189 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 37180 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40973 members 
Mstep: Class 26 contains 16880 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110376 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117823 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154192.000000 Penalty: 136814.000000
Iteration 403Q: 42 clusters Score -1.041542e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 159747 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30765 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37177 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 40955 members 
Mstep: Class 26 contains 16883 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110332 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117821 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154160.000000 Penalty: 136814.000000
Iteration 404Q: 42 clusters Score -1.041542e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159782 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37167 members 
Mstep: Class 24 contains 4477 members 
Mstep: Class 25 contains 40936 members 
Mstep: Class 26 contains 16885 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3299 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110302 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117842 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154296.000000 Penalty: 136814.000000
Iteration 405Q: 42 clusters Score -1.041543e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159808 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26373 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22430 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2299 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37159 members 
Mstep: Class 24 contains 4477 members 
Mstep: Class 25 contains 40917 members 
Mstep: Class 26 contains 16884 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110316 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117840 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154432.000000 Penalty: 136814.000000
Iteration 406Q: 42 clusters Score -1.041544e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159825 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22431 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 37154 members 
Mstep: Class 24 contains 4477 members 
Mstep: Class 25 contains 40904 members 
Mstep: Class 26 contains 16880 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3297 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110352 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117813 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154544.000000 Penalty: 136814.000000
Iteration 407Q: 42 clusters Score -1.041545e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 159839 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26368 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37148 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40897 members 
Mstep: Class 26 contains 16878 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110365 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117806 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154520.000000 Penalty: 136814.000000
Iteration 408Q: 42 clusters Score -1.041545e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159848 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26364 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22435 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4418 members 
Mstep: Class 23 contains 37144 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40885 members 
Mstep: Class 26 contains 16879 members 
Mstep: Class 27 contains 11003 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14504 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110378 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117805 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154432.000000 Penalty: 136814.000000
Iteration 409Q: 42 clusters Score -1.041544e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159831 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26366 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15870 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4416 members 
Mstep: Class 23 contains 37138 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40882 members 
Mstep: Class 26 contains 16882 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3301 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14504 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110397 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117800 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154536.000000 Penalty: 136814.000000
Iteration 410Q: 42 clusters Score -1.041545e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159812 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 15188 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4413 members 
Mstep: Class 23 contains 37129 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40872 members 
Mstep: Class 26 contains 16885 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110438 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117790 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154728.000000 Penalty: 136814.000000
Iteration 411Q: 42 clusters Score -1.041547e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159799 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26369 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 37122 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40864 members 
Mstep: Class 26 contains 16888 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3300 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14508 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110473 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117781 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154704.000000 Penalty: 136814.000000
Iteration 412Q: 42 clusters Score -1.041547e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159799 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22434 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4412 members 
Mstep: Class 23 contains 37115 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40849 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3298 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14513 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110462 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117806 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154768.000000 Penalty: 136814.000000
Iteration 413Q: 42 clusters Score -1.041548e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159795 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 5536 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22431 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 37110 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40839 members 
Mstep: Class 26 contains 16884 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14513 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110475 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117818 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154824.000000 Penalty: 136814.000000
Iteration 414Q: 42 clusters Score -1.041548e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 159792 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26371 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40830 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110500 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117809 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154752.000000 Penalty: 136814.000000
Iteration 415Q: 42 clusters Score -1.041548e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 159801 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26369 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22431 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 37093 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40819 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14512 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110517 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117807 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154648.000000 Penalty: 136814.000000
Iteration 416Q: 42 clusters Score -1.041546e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 159812 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26368 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37087 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40811 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14513 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110537 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117791 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154728.000000 Penalty: 136814.000000
Iteration 417Q: 42 clusters Score -1.041547e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 159831 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26367 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22433 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37082 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40791 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14514 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110519 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117815 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154664.000000 Penalty: 136814.000000
Iteration 418Q: 42 clusters Score -1.041547e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 159881 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37079 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 40781 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14516 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110503 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117800 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154688.000000 Penalty: 136814.000000
Iteration 419Q: 42 clusters Score -1.041547e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 159925 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26360 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22425 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37075 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 40776 members 
Mstep: Class 26 contains 16890 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14517 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110473 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117797 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154856.000000 Penalty: 136814.000000
Iteration 420F: 42 clusters Score -1.041549e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 159950 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26358 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 4473 members 
Mstep: Class 25 contains 40771 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14519 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110444 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117813 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154976.000000 Penalty: 136814.000000
Iteration 421Q: 42 clusters Score -1.04155e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 159993 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26353 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4410 members 
Mstep: Class 23 contains 37066 members 
Mstep: Class 24 contains 4473 members 
Mstep: Class 25 contains 40770 members 
Mstep: Class 26 contains 16894 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14519 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110410 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117809 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154824.000000 Penalty: 136814.000000
Iteration 422Q: 42 clusters Score -1.041548e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160012 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30767 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26356 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4409 members 
Mstep: Class 23 contains 37061 members 
Mstep: Class 24 contains 4474 members 
Mstep: Class 25 contains 40760 members 
Mstep: Class 26 contains 16896 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3294 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14517 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110392 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117821 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154912.000000 Penalty: 136814.000000
Iteration 423Q: 42 clusters Score -1.041549e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160027 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30768 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26354 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2273 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22421 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 37059 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40746 members 
Mstep: Class 26 contains 16898 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14516 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110388 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117835 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154968.000000 Penalty: 136814.000000
Iteration 424Q: 42 clusters Score -1.04155e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160032 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26353 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15869 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4407 members 
Mstep: Class 23 contains 37057 members 
Mstep: Class 24 contains 4475 members 
Mstep: Class 25 contains 40740 members 
Mstep: Class 26 contains 16900 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14515 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110396 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117834 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155056.000000 Penalty: 136814.000000
Iteration 425Q: 42 clusters Score -1.041551e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160049 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30769 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26351 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 4406 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40734 members 
Mstep: Class 26 contains 16901 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14517 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110379 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117840 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155176.000000 Penalty: 136814.000000
Iteration 426Q: 42 clusters Score -1.041552e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160059 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26347 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40727 members 
Mstep: Class 26 contains 16899 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14518 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110364 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117856 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155168.000000 Penalty: 136814.000000
Iteration 427Q: 42 clusters Score -1.041552e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 160083 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 37053 members 
Mstep: Class 24 contains 4481 members 
Mstep: Class 25 contains 40711 members 
Mstep: Class 26 contains 16897 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14518 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110347 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117880 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155320.000000 Penalty: 136814.000000
Iteration 428Q: 42 clusters Score -1.041553e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 160121 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 37052 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40702 members 
Mstep: Class 26 contains 16895 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14518 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110307 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117901 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155248.000000 Penalty: 136814.000000
Iteration 429Q: 42 clusters Score -1.041552e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 160143 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3258 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 37050 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40696 members 
Mstep: Class 26 contains 16895 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110292 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117909 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155272.000000 Penalty: 136814.000000
Iteration 430Q: 42 clusters Score -1.041553e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 160171 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22425 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15868 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 37046 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40692 members 
Mstep: Class 26 contains 16890 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110284 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117905 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155352.000000 Penalty: 136814.000000
Iteration 431Q: 42 clusters Score -1.041554e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160191 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26339 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22425 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15867 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 37041 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40689 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110269 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117915 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155456.000000 Penalty: 136814.000000
Iteration 432Q: 42 clusters Score -1.041555e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 160214 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3259 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37041 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40676 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110277 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117910 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155504.000000 Penalty: 136814.000000
Iteration 433Q: 42 clusters Score -1.041555e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160232 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22419 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37042 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40656 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3292 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110278 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117912 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155576.000000 Penalty: 136814.000000
Iteration 434Q: 42 clusters Score -1.041556e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160253 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26336 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40633 members 
Mstep: Class 26 contains 16888 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110291 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117907 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155448.000000 Penalty: 136814.000000
Iteration 435Q: 42 clusters Score -1.041554e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160273 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37038 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40610 members 
Mstep: Class 26 contains 16889 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110308 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117896 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155408.000000 Penalty: 136814.000000
Iteration 436Q: 42 clusters Score -1.041554e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160281 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26337 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37035 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 40593 members 
Mstep: Class 26 contains 16890 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110333 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117880 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155336.000000 Penalty: 136814.000000
Iteration 437Q: 42 clusters Score -1.041553e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160299 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30771 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37034 members 
Mstep: Class 24 contains 4477 members 
Mstep: Class 25 contains 40579 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110340 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117870 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155336.000000 Penalty: 136814.000000
Iteration 438Q: 42 clusters Score -1.041553e+08 nChanged 101
Entering ConstructFrom: 
Score: -104155336.000000 Penalty: 136814.000000
Entering ConstructFrom: 
Trying to split cluster 1 (16494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Entering Unmasked Estep 
Score: -2318050.500000 Penalty: 2408.266357
	Iteration 0F: 2 clusters Score -2318050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2306248.000000 Penalty: 4816.532715
	Iteration 0F: 3 clusters Score -2306248 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2310580.750000 Penalty: 4816.532715
	Iteration 1F: 3 clusters Score -2310581 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2311515.250000 Penalty: 4816.532715
	Iteration 2F: 3 clusters Score -2311515 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2312277.250000 Penalty: 4816.532715
	Iteration 3F: 3 clusters Score -2312277 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2312927.750000 Penalty: 4816.532715
	Iteration 4F: 3 clusters Score -2312928 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2313476.500000 Penalty: 4816.532715
	Iteration 5F: 3 clusters Score -2313476 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2313923.500000 Penalty: 4816.532715
	Iteration 6Q: 3 clusters Score -2313924 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2314236.250000 Penalty: 4816.532715
	Iteration 7Q: 3 clusters Score -2314236 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2314514.500000 Penalty: 4816.532715
	Iteration 8Q: 3 clusters Score -2314514 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2314802.750000 Penalty: 4816.532715
	Iteration 9Q: 3 clusters Score -2314803 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2315078.750000 Penalty: 4816.532715
	Iteration 10Q: 3 clusters Score -2315079 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2315333.750000 Penalty: 4816.532715
	Iteration 11Q: 3 clusters Score -2315334 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2315550.250000 Penalty: 4816.532715
	Iteration 12Q: 3 clusters Score -2315550 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2315707.000000 Penalty: 4816.532715
	Iteration 13Q: 3 clusters Score -2315707 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2315833.750000 Penalty: 4816.532715
	Iteration 14Q: 3 clusters Score -2315834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2315918.250000 Penalty: 4816.532715
	Iteration 15Q: 3 clusters Score -2315918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2315979.750000 Penalty: 4816.532715
	Iteration 16Q: 3 clusters Score -2315980 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2316032.250000 Penalty: 4816.532715
	Iteration 17Q: 3 clusters Score -2316032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2316074.750000 Penalty: 4816.532715
	Iteration 18Q: 3 clusters Score -2316075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2316119.500000 Penalty: 4816.532715
	Iteration 19Q: 3 clusters Score -2316120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2316147.500000 Penalty: 4816.532715
	Iteration 20F: 3 clusters Score -2316148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2316166.250000 Penalty: 4816.532715
	Iteration 21Q: 3 clusters Score -2316166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2316193.250000 Penalty: 4816.532715
	Iteration 22Q: 3 clusters Score -2316193 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2316214.000000 Penalty: 4816.532715
	Iteration 23Q: 3 clusters Score -2316214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2316234.000000 Penalty: 4816.532715
	Iteration 24Q: 3 clusters Score -2316234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2316253.000000 Penalty: 4816.532715
	Iteration 25Q: 3 clusters Score -2316253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2316265.750000 Penalty: 4816.532715
	Iteration 26Q: 3 clusters Score -2316266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2316279.750000 Penalty: 4816.532715
	Iteration 27Q: 3 clusters Score -2316280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2316296.500000 Penalty: 4816.532715
	Iteration 28Q: 3 clusters Score -2316296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2316316.250000 Penalty: 4816.532715
	Iteration 29Q: 3 clusters Score -2316316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2316336.000000 Penalty: 4816.532715
	Iteration 30Q: 3 clusters Score -2316336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2316348.500000 Penalty: 4816.532715
	Iteration 31Q: 3 clusters Score -2316348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2316385.500000 Penalty: 4816.532715
	Iteration 32Q: 3 clusters Score -2316386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2316406.750000 Penalty: 4816.532715
	Iteration 33Q: 3 clusters Score -2316407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2316423.250000 Penalty: 4816.532715
	Iteration 34Q: 3 clusters Score -2316423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2316440.750000 Penalty: 4816.532715
	Iteration 35Q: 3 clusters Score -2316441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2316440.250000 Penalty: 4816.532715
	Iteration 36Q: 3 clusters Score -2316440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2316447.250000 Penalty: 4816.532715
	Iteration 37Q: 3 clusters Score -2316447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2316455.000000 Penalty: 4816.532715
	Iteration 38Q: 3 clusters Score -2316455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2316465.750000 Penalty: 4816.532715
	Iteration 39Q: 3 clusters Score -2316466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2316488.000000 Penalty: 4816.532715
	Iteration 40F: 3 clusters Score -2316488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2316491.500000 Penalty: 4816.532715
	Iteration 41Q: 3 clusters Score -2316492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2316503.000000 Penalty: 4816.532715
	Iteration 42Q: 3 clusters Score -2316503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2316508.250000 Penalty: 4816.532715
	Iteration 43Q: 3 clusters Score -2316508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2316513.250000 Penalty: 4816.532715
	Iteration 44Q: 3 clusters Score -2316513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2316514.250000 Penalty: 4816.532715
	Iteration 45Q: 3 clusters Score -2316514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2316515.250000 Penalty: 4816.532715
	Iteration 46Q: 3 clusters Score -2316515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2316523.750000 Penalty: 4816.532715
	Iteration 47Q: 3 clusters Score -2316524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2316523.250000 Penalty: 4816.532715
	Iteration 48Q: 3 clusters Score -2316523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2316524.750000 Penalty: 4816.532715
	Iteration 49Q: 3 clusters Score -2316525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2316531.500000 Penalty: 4816.532715
	Iteration 50Q: 3 clusters Score -2316532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2316529.250000 Penalty: 4816.532715
	Iteration 51Q: 3 clusters Score -2316529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2316533.500000 Penalty: 4816.532715
	Iteration 52Q: 3 clusters Score -2316534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2316538.750000 Penalty: 4816.532715
	Iteration 53Q: 3 clusters Score -2316539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2316541.250000 Penalty: 4816.532715
	Iteration 54Q: 3 clusters Score -2316541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2316552.000000 Penalty: 4816.532715
	Iteration 55Q: 3 clusters Score -2316552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2316558.500000 Penalty: 4816.532715
	Iteration 56Q: 3 clusters Score -2316558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2316566.500000 Penalty: 4816.532715
	Iteration 57Q: 3 clusters Score -2316566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2316570.000000 Penalty: 4816.532715
	Iteration 58Q: 3 clusters Score -2316570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2316575.000000 Penalty: 4816.532715
	Iteration 59Q: 3 clusters Score -2316575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2316578.250000 Penalty: 4816.532715
	Iteration 60F: 3 clusters Score -2316578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2316578.250000 Penalty: 4816.532715
	Iteration 61Q: 3 clusters Score -2316578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2316577.000000 Penalty: 4816.532715
	Iteration 62Q: 3 clusters Score -2316577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2316581.500000 Penalty: 4816.532715
	Iteration 63Q: 3 clusters Score -2316582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2316578.500000 Penalty: 4816.532715
	Iteration 64Q: 3 clusters Score -2316578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2316581.000000 Penalty: 4816.532715
	Iteration 65Q: 3 clusters Score -2316581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2316585.500000 Penalty: 4816.532715
	Iteration 66Q: 3 clusters Score -2316586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2316596.750000 Penalty: 4816.532715
	Iteration 67Q: 3 clusters Score -2316597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2316604.750000 Penalty: 4816.532715
	Iteration 68Q: 3 clusters Score -2316605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2316610.000000 Penalty: 4816.532715
	Iteration 69Q: 3 clusters Score -2316610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2316613.750000 Penalty: 4816.532715
	Iteration 70Q: 3 clusters Score -2316614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2316614.750000 Penalty: 4816.532715
	Iteration 71Q: 3 clusters Score -2316615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2316617.750000 Penalty: 4816.532715
	Iteration 72Q: 3 clusters Score -2316618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2316620.000000 Penalty: 4816.532715
	Iteration 73Q: 3 clusters Score -2316620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2316621.250000 Penalty: 4816.532715
	Iteration 74Q: 3 clusters Score -2316621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2316625.750000 Penalty: 4816.532715
	Iteration 75Q: 3 clusters Score -2316626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2316628.000000 Penalty: 4816.532715
	Iteration 76Q: 3 clusters Score -2316628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2316634.250000 Penalty: 4816.532715
	Iteration 77Q: 3 clusters Score -2316634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2316636.000000 Penalty: 4816.532715
	Iteration 78Q: 3 clusters Score -2316636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2316640.000000 Penalty: 4816.532715
	Iteration 79Q: 3 clusters Score -2316640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2316647.750000 Penalty: 4816.532715
	Iteration 80F: 3 clusters Score -2316648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2316651.750000 Penalty: 4816.532715
	Iteration 81Q: 3 clusters Score -2316652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2316655.750000 Penalty: 4816.532715
	Iteration 82Q: 3 clusters Score -2316656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2316660.250000 Penalty: 4816.532715
	Iteration 83Q: 3 clusters Score -2316660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2316662.000000 Penalty: 4816.532715
	Iteration 84Q: 3 clusters Score -2316662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2316667.500000 Penalty: 4816.532715
	Iteration 85Q: 3 clusters Score -2316668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2316669.250000 Penalty: 4816.532715
	Iteration 86Q: 3 clusters Score -2316669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2316674.000000 Penalty: 4816.532715
	Iteration 87Q: 3 clusters Score -2316674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2316673.750000 Penalty: 4816.532715
	Iteration 88Q: 3 clusters Score -2316674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2316680.750000 Penalty: 4816.532715
	Iteration 89Q: 3 clusters Score -2316681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2316683.500000 Penalty: 4816.532715
	Iteration 90Q: 3 clusters Score -2316684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2316691.500000 Penalty: 4816.532715
	Iteration 91Q: 3 clusters Score -2316692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2316693.000000 Penalty: 4816.532715
	Iteration 92Q: 3 clusters Score -2316693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2316695.750000 Penalty: 4816.532715
	Iteration 93Q: 3 clusters Score -2316696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2316700.250000 Penalty: 4816.532715
	Iteration 94Q: 3 clusters Score -2316700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2316698.250000 Penalty: 4816.532715
	Iteration 95Q: 3 clusters Score -2316698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2316698.500000 Penalty: 4816.532715
	Iteration 96Q: 3 clusters Score -2316698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2316698.500000 Penalty: 4816.532715
	Iteration 97F: 3 clusters Score -2316698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160327 members 
Entering Unmasked Estep 
Score: -24664634.000000 Penalty: 2972.272705
	Iteration 0F: 2 clusters Score -2.466463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -24567402.000000 Penalty: 5944.545410
	Iteration 0F: 3 clusters Score -2.45674e+07 nChanged 76723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -24611484.000000 Penalty: 5944.545410
	Iteration 1F: 3 clusters Score -2.461148e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 72161 members 
Entering Unmasked Estep 
Score: -24612686.000000 Penalty: 5944.545410
	Iteration 2Q: 3 clusters Score -2.461269e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -24614822.000000 Penalty: 5944.545410
	Iteration 3Q: 3 clusters Score -2.461482e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -24618548.000000 Penalty: 5944.545410
	Iteration 4Q: 3 clusters Score -2.461855e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -24624584.000000 Penalty: 5944.545410
	Iteration 5F: 3 clusters Score -2.462458e+07 nChanged 12278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -24633256.000000 Penalty: 5944.545410
	Iteration 6F: 3 clusters Score -2.463326e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134604 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -24642642.000000 Penalty: 5944.545410
	Iteration 7F: 3 clusters Score -2.464264e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -24650224.000000 Penalty: 5944.545410
	Iteration 8F: 3 clusters Score -2.465022e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -24655226.000000 Penalty: 5944.545410
	Iteration 9Q: 3 clusters Score -2.465523e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -24658252.000000 Penalty: 5944.545410
	Iteration 10Q: 3 clusters Score -2.465825e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -24659922.000000 Penalty: 5944.545410
	Iteration 11Q: 3 clusters Score -2.465992e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -24660912.000000 Penalty: 5944.545410
	Iteration 12Q: 3 clusters Score -2.466091e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -24661326.000000 Penalty: 5944.545410
	Iteration 13Q: 3 clusters Score -2.466133e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158845 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -24661542.000000 Penalty: 5944.545410
	Iteration 14Q: 3 clusters Score -2.466154e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159043 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24661724.000000 Penalty: 5944.545410
	Iteration 15Q: 3 clusters Score -2.466172e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159166 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -24661826.000000 Penalty: 5944.545410
	Iteration 16Q: 3 clusters Score -2.466183e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159244 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -24661886.000000 Penalty: 5944.545410
	Iteration 17Q: 3 clusters Score -2.466189e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159305 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -24661970.000000 Penalty: 5944.545410
	Iteration 18Q: 3 clusters Score -2.466197e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159343 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -24661992.000000 Penalty: 5944.545410
	Iteration 19Q: 3 clusters Score -2.466199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24662010.000000 Penalty: 5944.545410
	Iteration 20F: 3 clusters Score -2.466201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159418 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -24662020.000000 Penalty: 5944.545410
	Iteration 21Q: 3 clusters Score -2.466202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -24662060.000000 Penalty: 5944.545410
	Iteration 22Q: 3 clusters Score -2.466206e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -24662066.000000 Penalty: 5944.545410
	Iteration 23Q: 3 clusters Score -2.466207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -24662062.000000 Penalty: 5944.545410
	Iteration 24Q: 3 clusters Score -2.466206e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159456 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -24662078.000000 Penalty: 5944.545410
	Iteration 25Q: 3 clusters Score -2.466208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -24662102.000000 Penalty: 5944.545410
	Iteration 26Q: 3 clusters Score -2.46621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -24662068.000000 Penalty: 5944.545410
	Iteration 27Q: 3 clusters Score -2.466207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -24662088.000000 Penalty: 5944.545410
	Iteration 28Q: 3 clusters Score -2.466209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -24662098.000000 Penalty: 5944.545410
	Iteration 29Q: 3 clusters Score -2.46621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -24662112.000000 Penalty: 5944.545410
	Iteration 30Q: 3 clusters Score -2.466211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24662116.000000 Penalty: 5944.545410
	Iteration 31Q: 3 clusters Score -2.466212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -24662122.000000 Penalty: 5944.545410
	Iteration 32Q: 3 clusters Score -2.466212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -24662128.000000 Penalty: 5944.545410
	Iteration 33Q: 3 clusters Score -2.466213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24662122.000000 Penalty: 5944.545410
	Iteration 34Q: 3 clusters Score -2.466212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -24662120.000000 Penalty: 5944.545410
	Iteration 35Q: 3 clusters Score -2.466212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -24662128.000000 Penalty: 5944.545410
	Iteration 36Q: 3 clusters Score -2.466213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -24662120.000000 Penalty: 5944.545410
	Iteration 37Q: 3 clusters Score -2.466212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -24662118.000000 Penalty: 5944.545410
	Iteration 38Q: 3 clusters Score -2.466212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24662122.000000 Penalty: 5944.545410
	Iteration 39Q: 3 clusters Score -2.466212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24662126.000000 Penalty: 5944.545410
	Iteration 40F: 3 clusters Score -2.466213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159524 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -24662128.000000 Penalty: 5944.545410
	Iteration 41Q: 3 clusters Score -2.466213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24662138.000000 Penalty: 5944.545410
	Iteration 42Q: 3 clusters Score -2.466214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159525 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -24662132.000000 Penalty: 5944.545410
	Iteration 43Q: 3 clusters Score -2.466213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -24662132.000000 Penalty: 5944.545410
	Iteration 44Q: 3 clusters Score -2.466213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -24662130.000000 Penalty: 5944.545410
	Iteration 45Q: 3 clusters Score -2.466213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -24662130.000000 Penalty: 5944.545410
	Iteration 46F: 3 clusters Score -2.466213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -19014.859375 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -19014.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18064.730469 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -18064.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18197.857422 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -18197.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18225.632812 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -18225.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18235.390625 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -18235.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18235.390625 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -18235.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Entering Unmasked Estep 
Score: -4755692.500000 Penalty: 2562.929443
	Iteration 0F: 2 clusters Score -4755692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4734549.500000 Penalty: 5125.858887
	Iteration 0F: 3 clusters Score -4734550 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4742157.500000 Penalty: 5125.858887
	Iteration 1F: 3 clusters Score -4742158 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4742723.500000 Penalty: 5125.858887
	Iteration 2F: 3 clusters Score -4742724 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -4743327.500000 Penalty: 5125.858887
	Iteration 3Q: 3 clusters Score -4743328 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4743952.000000 Penalty: 5125.858887
	Iteration 4Q: 3 clusters Score -4743952 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4744667.500000 Penalty: 5125.858887
	Iteration 5Q: 3 clusters Score -4744668 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4745378.500000 Penalty: 5125.858887
	Iteration 6Q: 3 clusters Score -4745378 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4746111.000000 Penalty: 5125.858887
	Iteration 7Q: 3 clusters Score -4746111 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4746807.500000 Penalty: 5125.858887
	Iteration 8Q: 3 clusters Score -4746808 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4747490.500000 Penalty: 5125.858887
	Iteration 9Q: 3 clusters Score -4747490 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4747962.000000 Penalty: 5125.858887
	Iteration 10Q: 3 clusters Score -4747962 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4748342.000000 Penalty: 5125.858887
	Iteration 11Q: 3 clusters Score -4748342 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4748709.500000 Penalty: 5125.858887
	Iteration 12Q: 3 clusters Score -4748710 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4749069.000000 Penalty: 5125.858887
	Iteration 13Q: 3 clusters Score -4749069 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4749378.500000 Penalty: 5125.858887
	Iteration 14Q: 3 clusters Score -4749378 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4749775.500000 Penalty: 5125.858887
	Iteration 15Q: 3 clusters Score -4749776 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4750169.000000 Penalty: 5125.858887
	Iteration 16Q: 3 clusters Score -4750169 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4750613.000000 Penalty: 5125.858887
	Iteration 17Q: 3 clusters Score -4750613 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4751092.000000 Penalty: 5125.858887
	Iteration 18Q: 3 clusters Score -4751092 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4751571.500000 Penalty: 5125.858887
	Iteration 19Q: 3 clusters Score -4751572 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4752017.500000 Penalty: 5125.858887
	Iteration 20F: 3 clusters Score -4752018 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4752399.000000 Penalty: 5125.858887
	Iteration 21Q: 3 clusters Score -4752399 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4752688.500000 Penalty: 5125.858887
	Iteration 22Q: 3 clusters Score -4752688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4752887.000000 Penalty: 5125.858887
	Iteration 23Q: 3 clusters Score -4752887 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4753061.000000 Penalty: 5125.858887
	Iteration 24Q: 3 clusters Score -4753061 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4753192.500000 Penalty: 5125.858887
	Iteration 25Q: 3 clusters Score -4753192 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4753310.000000 Penalty: 5125.858887
	Iteration 26Q: 3 clusters Score -4753310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4753424.000000 Penalty: 5125.858887
	Iteration 27Q: 3 clusters Score -4753424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4753487.000000 Penalty: 5125.858887
	Iteration 28Q: 3 clusters Score -4753487 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4753570.500000 Penalty: 5125.858887
	Iteration 29Q: 3 clusters Score -4753570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4753624.500000 Penalty: 5125.858887
	Iteration 30Q: 3 clusters Score -4753624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4753695.000000 Penalty: 5125.858887
	Iteration 31Q: 3 clusters Score -4753695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4753761.500000 Penalty: 5125.858887
	Iteration 32Q: 3 clusters Score -4753762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4753840.000000 Penalty: 5125.858887
	Iteration 33Q: 3 clusters Score -4753840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4753882.500000 Penalty: 5125.858887
	Iteration 34Q: 3 clusters Score -4753882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4753951.000000 Penalty: 5125.858887
	Iteration 35Q: 3 clusters Score -4753951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4754005.500000 Penalty: 5125.858887
	Iteration 36Q: 3 clusters Score -4754006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4754048.500000 Penalty: 5125.858887
	Iteration 37Q: 3 clusters Score -4754048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4754062.500000 Penalty: 5125.858887
	Iteration 38Q: 3 clusters Score -4754062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4754080.000000 Penalty: 5125.858887
	Iteration 39Q: 3 clusters Score -4754080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4754079.000000 Penalty: 5125.858887
	Iteration 40F: 3 clusters Score -4754079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4754078.500000 Penalty: 5125.858887
	Iteration 41Q: 3 clusters Score -4754078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4754074.500000 Penalty: 5125.858887
	Iteration 42Q: 3 clusters Score -4754074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4754079.500000 Penalty: 5125.858887
	Iteration 43Q: 3 clusters Score -4754080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4754080.000000 Penalty: 5125.858887
	Iteration 44Q: 3 clusters Score -4754080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4754078.500000 Penalty: 5125.858887
	Iteration 45Q: 3 clusters Score -4754078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4754079.000000 Penalty: 5125.858887
	Iteration 46Q: 3 clusters Score -4754079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4754083.000000 Penalty: 5125.858887
	Iteration 47Q: 3 clusters Score -4754083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4754081.500000 Penalty: 5125.858887
	Iteration 48Q: 3 clusters Score -4754082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4754081.000000 Penalty: 5125.858887
	Iteration 49Q: 3 clusters Score -4754081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4754083.500000 Penalty: 5125.858887
	Iteration 50Q: 3 clusters Score -4754084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4754085.000000 Penalty: 5125.858887
	Iteration 51Q: 3 clusters Score -4754085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4754093.500000 Penalty: 5125.858887
	Iteration 52Q: 3 clusters Score -4754094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4754092.000000 Penalty: 5125.858887
	Iteration 53Q: 3 clusters Score -4754092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4754094.000000 Penalty: 5125.858887
	Iteration 54Q: 3 clusters Score -4754094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4754101.500000 Penalty: 5125.858887
	Iteration 55Q: 3 clusters Score -4754102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4754109.500000 Penalty: 5125.858887
	Iteration 56Q: 3 clusters Score -4754110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4754104.000000 Penalty: 5125.858887
	Iteration 57Q: 3 clusters Score -4754104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4754102.500000 Penalty: 5125.858887
	Iteration 58Q: 3 clusters Score -4754102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4754104.000000 Penalty: 5125.858887
	Iteration 59Q: 3 clusters Score -4754104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4754104.000000 Penalty: 5125.858887
	Iteration 60F: 3 clusters Score -4754104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -504029.156250 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -504029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -500518.437500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -500518.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -501195.062500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -501195.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -501366.218750 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -501366.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -501450.343750 Penalty: 4029.284668
	Iteration 3Q: 3 clusters Score -501450.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -501504.281250 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -501504.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -501543.937500 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -501543.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -501574.593750 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -501574.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -501595.531250 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -501595.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -501609.718750 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -501609.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -501624.562500 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -501624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -501646.500000 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -501646.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -501671.468750 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -501671.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -501705.375000 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -501705.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -501735.781250 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -501735.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -501765.687500 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -501765.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -501799.312500 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -501799.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -501839.625000 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -501839.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -501887.562500 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -501887.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -501937.843750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -501937.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -502000.843750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -502000.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -502066.218750 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -502066.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -502125.656250 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -502125.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -502192.062500 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -502192.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -502249.593750 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -502249.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -502295.437500 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -502295.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -502333.312500 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -502333.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -502370.437500 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -502370.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -502393.843750 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -502393.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -502411.281250 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -502411.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -502431.187500 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -502431.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -502447.125000 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -502447.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -502460.312500 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -502460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -502472.687500 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -502472.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -502480.281250 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -502480.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -502486.625000 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -502486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -502493.937500 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -502493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -502498.000000 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -502498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -502499.937500 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -502499.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -502499.937500 Penalty: 4029.284668
	Iteration 38F: 3 clusters Score -502499.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -475390.468750 Penalty: 2006.267822
	Iteration 0F: 2 clusters Score -475390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -472024.781250 Penalty: 4012.535645
	Iteration 0F: 3 clusters Score -472024.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -472825.000000 Penalty: 4012.535645
	Iteration 1F: 3 clusters Score -472825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -473015.343750 Penalty: 4012.535645
	Iteration 2F: 3 clusters Score -473015.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -473147.343750 Penalty: 4012.535645
	Iteration 3Q: 3 clusters Score -473147.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -473322.718750 Penalty: 4012.535645
	Iteration 4Q: 3 clusters Score -473322.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -473582.875000 Penalty: 4012.535645
	Iteration 5Q: 3 clusters Score -473582.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -473963.343750 Penalty: 4012.535645
	Iteration 6F: 3 clusters Score -473963.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474331.218750 Penalty: 4012.535645
	Iteration 7F: 3 clusters Score -474331.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -474545.031250 Penalty: 4012.535645
	Iteration 8F: 3 clusters Score -474545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -474663.781250 Penalty: 4012.535645
	Iteration 9Q: 3 clusters Score -474663.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -474742.750000 Penalty: 4012.535645
	Iteration 10Q: 3 clusters Score -474742.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -474782.218750 Penalty: 4012.535645
	Iteration 11Q: 3 clusters Score -474782.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -474801.531250 Penalty: 4012.535645
	Iteration 12Q: 3 clusters Score -474801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -474816.437500 Penalty: 4012.535645
	Iteration 13Q: 3 clusters Score -474816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -474825.843750 Penalty: 4012.535645
	Iteration 14Q: 3 clusters Score -474825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -474830.031250 Penalty: 4012.535645
	Iteration 15Q: 3 clusters Score -474830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -474831.968750 Penalty: 4012.535645
	Iteration 16Q: 3 clusters Score -474832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -474833.218750 Penalty: 4012.535645
	Iteration 17Q: 3 clusters Score -474833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -474834.000000 Penalty: 4012.535645
	Iteration 18Q: 3 clusters Score -474834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -474835.156250 Penalty: 4012.535645
	Iteration 19Q: 3 clusters Score -474835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -474837.187500 Penalty: 4012.535645
	Iteration 20F: 3 clusters Score -474837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -474838.937500 Penalty: 4012.535645
	Iteration 21Q: 3 clusters Score -474838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -474838.562500 Penalty: 4012.535645
	Iteration 22Q: 3 clusters Score -474838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -474839.312500 Penalty: 4012.535645
	Iteration 23Q: 3 clusters Score -474839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -474839.093750 Penalty: 4012.535645
	Iteration 24Q: 3 clusters Score -474839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -474840.031250 Penalty: 4012.535645
	Iteration 25Q: 3 clusters Score -474840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -474840.031250 Penalty: 4012.535645
	Iteration 26F: 3 clusters Score -474840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Entering Unmasked Estep 
Score: -4009264.500000 Penalty: 2524.268555
	Iteration 0F: 2 clusters Score -4009264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3990998.750000 Penalty: 5048.537109
	Iteration 0F: 3 clusters Score -3990999 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3997472.250000 Penalty: 5048.537109
	Iteration 1F: 3 clusters Score -3997472 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3997876.750000 Penalty: 5048.537109
	Iteration 2Q: 3 clusters Score -3997877 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3998221.750000 Penalty: 5048.537109
	Iteration 3Q: 3 clusters Score -3998222 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3998534.000000 Penalty: 5048.537109
	Iteration 4Q: 3 clusters Score -3998534 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3998841.250000 Penalty: 5048.537109
	Iteration 5Q: 3 clusters Score -3998841 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3999185.000000 Penalty: 5048.537109
	Iteration 6Q: 3 clusters Score -3999185 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3999620.500000 Penalty: 5048.537109
	Iteration 7Q: 3 clusters Score -3999620 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4000166.250000 Penalty: 5048.537109
	Iteration 8Q: 3 clusters Score -4000166 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4000960.000000 Penalty: 5048.537109
	Iteration 9F: 3 clusters Score -4000960 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4002047.500000 Penalty: 5048.537109
	Iteration 10F: 3 clusters Score -4002048 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4003315.500000 Penalty: 5048.537109
	Iteration 11F: 3 clusters Score -4003316 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4004586.500000 Penalty: 5048.537109
	Iteration 12F: 3 clusters Score -4004586 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4005534.250000 Penalty: 5048.537109
	Iteration 13Q: 3 clusters Score -4005534 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4006153.500000 Penalty: 5048.537109
	Iteration 14Q: 3 clusters Score -4006154 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -4006550.000000 Penalty: 5048.537109
	Iteration 15Q: 3 clusters Score -4006550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4006739.500000 Penalty: 5048.537109
	Iteration 16Q: 3 clusters Score -4006740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4006841.000000 Penalty: 5048.537109
	Iteration 17Q: 3 clusters Score -4006841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4006921.000000 Penalty: 5048.537109
	Iteration 18Q: 3 clusters Score -4006921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4006961.750000 Penalty: 5048.537109
	Iteration 19Q: 3 clusters Score -4006962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4006989.000000 Penalty: 5048.537109
	Iteration 20F: 3 clusters Score -4006989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4007006.000000 Penalty: 5048.537109
	Iteration 21Q: 3 clusters Score -4007006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4007018.750000 Penalty: 5048.537109
	Iteration 22Q: 3 clusters Score -4007019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -4007028.500000 Penalty: 5048.537109
	Iteration 23Q: 3 clusters Score -4007028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -4007039.500000 Penalty: 5048.537109
	Iteration 24Q: 3 clusters Score -4007040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4007051.750000 Penalty: 5048.537109
	Iteration 25Q: 3 clusters Score -4007052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4007060.250000 Penalty: 5048.537109
	Iteration 26Q: 3 clusters Score -4007060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4007063.750000 Penalty: 5048.537109
	Iteration 27Q: 3 clusters Score -4007064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4007069.250000 Penalty: 5048.537109
	Iteration 28Q: 3 clusters Score -4007069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4007071.250000 Penalty: 5048.537109
	Iteration 29Q: 3 clusters Score -4007071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4007071.250000 Penalty: 5048.537109
	Iteration 30F: 3 clusters Score -4007071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Entering Unmasked Estep 
Score: -1468442.250000 Penalty: 2277.452637
	Iteration 0F: 2 clusters Score -1468442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1460870.500000 Penalty: 4554.905273
	Iteration 0F: 3 clusters Score -1460870 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1463053.250000 Penalty: 4554.905273
	Iteration 1F: 3 clusters Score -1463053 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1463355.625000 Penalty: 4554.905273
	Iteration 2F: 3 clusters Score -1463356 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1463581.250000 Penalty: 4554.905273
	Iteration 3F: 3 clusters Score -1463581 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1463791.625000 Penalty: 4554.905273
	Iteration 4Q: 3 clusters Score -1463792 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1463967.750000 Penalty: 4554.905273
	Iteration 5Q: 3 clusters Score -1463968 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1464113.625000 Penalty: 4554.905273
	Iteration 6Q: 3 clusters Score -1464114 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1464287.750000 Penalty: 4554.905273
	Iteration 7Q: 3 clusters Score -1464288 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1464480.125000 Penalty: 4554.905273
	Iteration 8Q: 3 clusters Score -1464480 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1464708.125000 Penalty: 4554.905273
	Iteration 9Q: 3 clusters Score -1464708 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1465021.750000 Penalty: 4554.905273
	Iteration 10Q: 3 clusters Score -1465022 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1465289.875000 Penalty: 4554.905273
	Iteration 11Q: 3 clusters Score -1465290 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1465524.875000 Penalty: 4554.905273
	Iteration 12Q: 3 clusters Score -1465525 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1465723.375000 Penalty: 4554.905273
	Iteration 13Q: 3 clusters Score -1465723 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1465898.625000 Penalty: 4554.905273
	Iteration 14Q: 3 clusters Score -1465899 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1466035.875000 Penalty: 4554.905273
	Iteration 15Q: 3 clusters Score -1466036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1466122.375000 Penalty: 4554.905273
	Iteration 16Q: 3 clusters Score -1466122 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1466180.000000 Penalty: 4554.905273
	Iteration 17Q: 3 clusters Score -1466180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1466225.000000 Penalty: 4554.905273
	Iteration 18Q: 3 clusters Score -1466225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1466255.750000 Penalty: 4554.905273
	Iteration 19Q: 3 clusters Score -1466256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1466283.125000 Penalty: 4554.905273
	Iteration 20F: 3 clusters Score -1466283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1466296.625000 Penalty: 4554.905273
	Iteration 21Q: 3 clusters Score -1466297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1466305.250000 Penalty: 4554.905273
	Iteration 22Q: 3 clusters Score -1466305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1466310.125000 Penalty: 4554.905273
	Iteration 23Q: 3 clusters Score -1466310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1466322.250000 Penalty: 4554.905273
	Iteration 24Q: 3 clusters Score -1466322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1466325.375000 Penalty: 4554.905273
	Iteration 25Q: 3 clusters Score -1466325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1466342.375000 Penalty: 4554.905273
	Iteration 26Q: 3 clusters Score -1466342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1466351.375000 Penalty: 4554.905273
	Iteration 27Q: 3 clusters Score -1466351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1466355.375000 Penalty: 4554.905273
	Iteration 28Q: 3 clusters Score -1466355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1466372.125000 Penalty: 4554.905273
	Iteration 29Q: 3 clusters Score -1466372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1466385.250000 Penalty: 4554.905273
	Iteration 30Q: 3 clusters Score -1466385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1466393.875000 Penalty: 4554.905273
	Iteration 31Q: 3 clusters Score -1466394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1466400.750000 Penalty: 4554.905273
	Iteration 32Q: 3 clusters Score -1466401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1466405.875000 Penalty: 4554.905273
	Iteration 33Q: 3 clusters Score -1466406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1466407.500000 Penalty: 4554.905273
	Iteration 34Q: 3 clusters Score -1466408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1466415.625000 Penalty: 4554.905273
	Iteration 35Q: 3 clusters Score -1466416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1466412.375000 Penalty: 4554.905273
	Iteration 36Q: 3 clusters Score -1466412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1466417.375000 Penalty: 4554.905273
	Iteration 37Q: 3 clusters Score -1466417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1466416.750000 Penalty: 4554.905273
	Iteration 38Q: 3 clusters Score -1466417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1466416.125000 Penalty: 4554.905273
	Iteration 39Q: 3 clusters Score -1466416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1466419.875000 Penalty: 4554.905273
	Iteration 40F: 3 clusters Score -1466420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1466421.000000 Penalty: 4554.905273
	Iteration 41Q: 3 clusters Score -1466421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1466427.250000 Penalty: 4554.905273
	Iteration 42Q: 3 clusters Score -1466427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1466427.000000 Penalty: 4554.905273
	Iteration 43Q: 3 clusters Score -1466427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1466430.875000 Penalty: 4554.905273
	Iteration 44Q: 3 clusters Score -1466431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1466434.750000 Penalty: 4554.905273
	Iteration 45Q: 3 clusters Score -1466435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1466438.125000 Penalty: 4554.905273
	Iteration 46Q: 3 clusters Score -1466438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1466439.125000 Penalty: 4554.905273
	Iteration 47Q: 3 clusters Score -1466439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1466442.375000 Penalty: 4554.905273
	Iteration 48Q: 3 clusters Score -1466442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1466441.875000 Penalty: 4554.905273
	Iteration 49Q: 3 clusters Score -1466442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1466443.625000 Penalty: 4554.905273
	Iteration 50Q: 3 clusters Score -1466444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1466445.875000 Penalty: 4554.905273
	Iteration 51Q: 3 clusters Score -1466446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1466449.375000 Penalty: 4554.905273
	Iteration 52Q: 3 clusters Score -1466449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1466451.500000 Penalty: 4554.905273
	Iteration 53Q: 3 clusters Score -1466452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1466451.750000 Penalty: 4554.905273
	Iteration 54Q: 3 clusters Score -1466452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1466452.875000 Penalty: 4554.905273
	Iteration 55Q: 3 clusters Score -1466453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1466452.125000 Penalty: 4554.905273
	Iteration 56Q: 3 clusters Score -1466452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1466455.125000 Penalty: 4554.905273
	Iteration 57Q: 3 clusters Score -1466455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1466455.375000 Penalty: 4554.905273
	Iteration 58Q: 3 clusters Score -1466455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1466455.250000 Penalty: 4554.905273
	Iteration 59Q: 3 clusters Score -1466455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1466455.250000 Penalty: 4554.905273
	Iteration 60F: 3 clusters Score -1466455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -332953.062500 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -332953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -330248.062500 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -330248.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -330768.000000 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -330768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330955.718750 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -330955.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -331033.937500 Penalty: 3827.585449
	Iteration 3Q: 3 clusters Score -331033.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -331080.000000 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -331080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -331107.750000 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -331107.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -331128.125000 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -331128.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -331144.250000 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -331144.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -331166.156250 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -331166.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -331188.375000 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -331188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -331202.781250 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -331202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -331209.812500 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -331209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -331217.937500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -331217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -331224.687500 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -331224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -331229.125000 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -331229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -331231.156250 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -331231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331231.656250 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -331231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -331233.812500 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -331233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -331234.312500 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -331234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -331234.312500 Penalty: 3827.585449
	Iteration 19F: 3 clusters Score -331234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -823085.062500 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -823085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -818275.250000 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -818275.2 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -819500.312500 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -819500.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -819829.000000 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -819829 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -820119.500000 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -820119.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -820385.312500 Penalty: 4274.230469
	Iteration 4F: 3 clusters Score -820385.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -820643.250000 Penalty: 4274.230469
	Iteration 5F: 3 clusters Score -820643.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -820868.125000 Penalty: 4274.230469
	Iteration 6Q: 3 clusters Score -820868.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -821073.687500 Penalty: 4274.230469
	Iteration 7Q: 3 clusters Score -821073.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -821243.000000 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -821243 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -821394.250000 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -821394.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -821542.812500 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -821542.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -821673.500000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -821673.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -821793.062500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -821793.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -821893.562500 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -821893.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -821968.750000 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -821968.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -822030.750000 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -822030.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -822070.187500 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -822070.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -822093.937500 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -822093.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -822119.312500 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -822119.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -822142.000000 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -822142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -822175.125000 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -822175.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -822216.562500 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -822216.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -822247.625000 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -822247.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -822277.250000 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -822277.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -822301.187500 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -822301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -822311.937500 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -822311.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -822323.875000 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -822323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -822328.125000 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -822328.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -822332.750000 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -822332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -822337.500000 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -822337.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -822341.750000 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -822341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -822348.875000 Penalty: 4274.230469
	Iteration 31Q: 3 clusters Score -822348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -822355.250000 Penalty: 4274.230469
	Iteration 32Q: 3 clusters Score -822355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -822363.562500 Penalty: 4274.230469
	Iteration 33Q: 3 clusters Score -822363.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -822371.250000 Penalty: 4274.230469
	Iteration 34Q: 3 clusters Score -822371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -822376.687500 Penalty: 4274.230469
	Iteration 35Q: 3 clusters Score -822376.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -822382.000000 Penalty: 4274.230469
	Iteration 36Q: 3 clusters Score -822382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -822385.250000 Penalty: 4274.230469
	Iteration 37Q: 3 clusters Score -822385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -822390.687500 Penalty: 4274.230469
	Iteration 38Q: 3 clusters Score -822390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -822393.500000 Penalty: 4274.230469
	Iteration 39Q: 3 clusters Score -822393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -822404.750000 Penalty: 4274.230469
	Iteration 40F: 3 clusters Score -822404.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -822408.250000 Penalty: 4274.230469
	Iteration 41Q: 3 clusters Score -822408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -822411.187500 Penalty: 4274.230469
	Iteration 42Q: 3 clusters Score -822411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -822418.062500 Penalty: 4274.230469
	Iteration 43Q: 3 clusters Score -822418.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -822419.937500 Penalty: 4274.230469
	Iteration 44Q: 3 clusters Score -822419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -822422.812500 Penalty: 4274.230469
	Iteration 45Q: 3 clusters Score -822422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -822424.812500 Penalty: 4274.230469
	Iteration 46Q: 3 clusters Score -822424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -822426.125000 Penalty: 4274.230469
	Iteration 47Q: 3 clusters Score -822426.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -822428.750000 Penalty: 4274.230469
	Iteration 48Q: 3 clusters Score -822428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -822431.500000 Penalty: 4274.230469
	Iteration 49Q: 3 clusters Score -822431.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -822434.625000 Penalty: 4274.230469
	Iteration 50Q: 3 clusters Score -822434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -822435.687500 Penalty: 4274.230469
	Iteration 51Q: 3 clusters Score -822435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -822438.750000 Penalty: 4274.230469
	Iteration 52Q: 3 clusters Score -822438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -822437.437500 Penalty: 4274.230469
	Iteration 53Q: 3 clusters Score -822437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -822437.437500 Penalty: 4274.230469
	Iteration 54F: 3 clusters Score -822437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -748249.750000 Penalty: 2118.000244
	Iteration 0F: 2 clusters Score -748249.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -743726.375000 Penalty: 4236.000488
	Iteration 0F: 3 clusters Score -743726.4 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -744861.625000 Penalty: 4236.000488
	Iteration 1F: 3 clusters Score -744861.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -745074.500000 Penalty: 4236.000488
	Iteration 2F: 3 clusters Score -745074.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -745231.437500 Penalty: 4236.000488
	Iteration 3F: 3 clusters Score -745231.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -745393.937500 Penalty: 4236.000488
	Iteration 4Q: 3 clusters Score -745393.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -745603.125000 Penalty: 4236.000488
	Iteration 5F: 3 clusters Score -745603.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -745889.000000 Penalty: 4236.000488
	Iteration 6F: 3 clusters Score -745889 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -746211.250000 Penalty: 4236.000488
	Iteration 7F: 3 clusters Score -746211.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -746473.062500 Penalty: 4236.000488
	Iteration 8F: 3 clusters Score -746473.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -746675.687500 Penalty: 4236.000488
	Iteration 9Q: 3 clusters Score -746675.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -746826.000000 Penalty: 4236.000488
	Iteration 10Q: 3 clusters Score -746826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -746929.750000 Penalty: 4236.000488
	Iteration 11Q: 3 clusters Score -746929.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -747018.125000 Penalty: 4236.000488
	Iteration 12Q: 3 clusters Score -747018.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -747076.875000 Penalty: 4236.000488
	Iteration 13Q: 3 clusters Score -747076.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -747121.687500 Penalty: 4236.000488
	Iteration 14Q: 3 clusters Score -747121.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -747158.562500 Penalty: 4236.000488
	Iteration 15Q: 3 clusters Score -747158.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -747174.875000 Penalty: 4236.000488
	Iteration 16Q: 3 clusters Score -747174.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -747180.312500 Penalty: 4236.000488
	Iteration 17Q: 3 clusters Score -747180.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -747185.812500 Penalty: 4236.000488
	Iteration 18Q: 3 clusters Score -747185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -747188.625000 Penalty: 4236.000488
	Iteration 19Q: 3 clusters Score -747188.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -747191.250000 Penalty: 4236.000488
	Iteration 20F: 3 clusters Score -747191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -747193.687500 Penalty: 4236.000488
	Iteration 21Q: 3 clusters Score -747193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -747195.500000 Penalty: 4236.000488
	Iteration 22Q: 3 clusters Score -747195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -747195.750000 Penalty: 4236.000488
	Iteration 23Q: 3 clusters Score -747195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -747196.312500 Penalty: 4236.000488
	Iteration 24Q: 3 clusters Score -747196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -747198.375000 Penalty: 4236.000488
	Iteration 25Q: 3 clusters Score -747198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -747200.750000 Penalty: 4236.000488
	Iteration 26Q: 3 clusters Score -747200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -747202.875000 Penalty: 4236.000488
	Iteration 27Q: 3 clusters Score -747202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -747204.250000 Penalty: 4236.000488
	Iteration 28Q: 3 clusters Score -747204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -747207.687500 Penalty: 4236.000488
	Iteration 29Q: 3 clusters Score -747207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -747208.562500 Penalty: 4236.000488
	Iteration 30Q: 3 clusters Score -747208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -747211.687500 Penalty: 4236.000488
	Iteration 31Q: 3 clusters Score -747211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -747213.250000 Penalty: 4236.000488
	Iteration 32Q: 3 clusters Score -747213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -747213.562500 Penalty: 4236.000488
	Iteration 33Q: 3 clusters Score -747213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -747215.937500 Penalty: 4236.000488
	Iteration 34Q: 3 clusters Score -747215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -747217.312500 Penalty: 4236.000488
	Iteration 35Q: 3 clusters Score -747217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -747218.187500 Penalty: 4236.000488
	Iteration 36Q: 3 clusters Score -747218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -747217.375000 Penalty: 4236.000488
	Iteration 37Q: 3 clusters Score -747217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -747217.375000 Penalty: 4236.000488
	Iteration 38F: 3 clusters Score -747217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Entering Unmasked Estep 
Score: -3395668.500000 Penalty: 2484.303223
	Iteration 0F: 2 clusters Score -3395668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3379907.250000 Penalty: 4968.606445
	Iteration 0F: 3 clusters Score -3379907 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3385309.500000 Penalty: 4968.606445
	Iteration 1F: 3 clusters Score -3385310 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3385723.750000 Penalty: 4968.606445
	Iteration 2F: 3 clusters Score -3385724 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3386083.750000 Penalty: 4968.606445
	Iteration 3Q: 3 clusters Score -3386084 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3386434.750000 Penalty: 4968.606445
	Iteration 4Q: 3 clusters Score -3386435 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3386835.500000 Penalty: 4968.606445
	Iteration 5Q: 3 clusters Score -3386836 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3387304.750000 Penalty: 4968.606445
	Iteration 6Q: 3 clusters Score -3387305 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3387933.750000 Penalty: 4968.606445
	Iteration 7Q: 3 clusters Score -3387934 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3388766.500000 Penalty: 4968.606445
	Iteration 8F: 3 clusters Score -3388766 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3389792.000000 Penalty: 4968.606445
	Iteration 9F: 3 clusters Score -3389792 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3390927.500000 Penalty: 4968.606445
	Iteration 10F: 3 clusters Score -3390928 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3391881.500000 Penalty: 4968.606445
	Iteration 11Q: 3 clusters Score -3391882 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3392567.250000 Penalty: 4968.606445
	Iteration 12Q: 3 clusters Score -3392567 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3392974.500000 Penalty: 4968.606445
	Iteration 13Q: 3 clusters Score -3392974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3393212.250000 Penalty: 4968.606445
	Iteration 14Q: 3 clusters Score -3393212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3393340.000000 Penalty: 4968.606445
	Iteration 15Q: 3 clusters Score -3393340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3393386.500000 Penalty: 4968.606445
	Iteration 16Q: 3 clusters Score -3393386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3393421.500000 Penalty: 4968.606445
	Iteration 17Q: 3 clusters Score -3393422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3393448.250000 Penalty: 4968.606445
	Iteration 18Q: 3 clusters Score -3393448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3393468.000000 Penalty: 4968.606445
	Iteration 19Q: 3 clusters Score -3393468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3393500.000000 Penalty: 4968.606445
	Iteration 20F: 3 clusters Score -3393500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3393516.250000 Penalty: 4968.606445
	Iteration 21Q: 3 clusters Score -3393516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3393537.500000 Penalty: 4968.606445
	Iteration 22Q: 3 clusters Score -3393538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3393547.000000 Penalty: 4968.606445
	Iteration 23Q: 3 clusters Score -3393547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3393552.250000 Penalty: 4968.606445
	Iteration 24Q: 3 clusters Score -3393552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3393551.750000 Penalty: 4968.606445
	Iteration 25Q: 3 clusters Score -3393552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3393551.750000 Penalty: 4968.606445
	Iteration 26F: 3 clusters Score -3393552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -553507.375000 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -553507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -549440.312500 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -549440.3 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -550422.437500 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -550422.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -550725.500000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -550725.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -550988.875000 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -550988.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -551237.187500 Penalty: 4144.268555
	Iteration 4F: 3 clusters Score -551237.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -551454.875000 Penalty: 4144.268555
	Iteration 5F: 3 clusters Score -551454.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -551636.750000 Penalty: 4144.268555
	Iteration 6F: 3 clusters Score -551636.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -551801.500000 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -551801.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -551922.062500 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -551922.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -552030.437500 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -552030.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -552133.812500 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -552133.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -552197.750000 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -552197.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -552253.125000 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -552253.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -552304.875000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -552304.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -552365.812500 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -552365.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -552452.625000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -552452.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -552517.875000 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -552517.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -552572.312500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -552572.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -552608.687500 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -552608.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -552638.500000 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -552638.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -552679.687500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -552679.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -552719.062500 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -552719.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -552746.687500 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -552746.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -552768.000000 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -552768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -552793.750000 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -552793.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -552813.562500 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -552813.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -552833.187500 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -552833.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -552857.312500 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -552857.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -552896.062500 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -552896.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -552928.187500 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -552928.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -552959.812500 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -552959.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -552982.875000 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -552982.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -553004.562500 Penalty: 4144.268555
	Iteration 32Q: 3 clusters Score -553004.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -553021.687500 Penalty: 4144.268555
	Iteration 33Q: 3 clusters Score -553021.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -553034.812500 Penalty: 4144.268555
	Iteration 34Q: 3 clusters Score -553034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -553051.062500 Penalty: 4144.268555
	Iteration 35Q: 3 clusters Score -553051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -553068.062500 Penalty: 4144.268555
	Iteration 36Q: 3 clusters Score -553068.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -553086.562500 Penalty: 4144.268555
	Iteration 37Q: 3 clusters Score -553086.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -553103.062500 Penalty: 4144.268555
	Iteration 38Q: 3 clusters Score -553103.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -553108.812500 Penalty: 4144.268555
	Iteration 39Q: 3 clusters Score -553108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -553112.812500 Penalty: 4144.268555
	Iteration 40F: 3 clusters Score -553112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -553115.187500 Penalty: 4144.268555
	Iteration 41Q: 3 clusters Score -553115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -553115.812500 Penalty: 4144.268555
	Iteration 42Q: 3 clusters Score -553115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -553115.812500 Penalty: 4144.268555
	Iteration 43Q: 3 clusters Score -553115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -553116.250000 Penalty: 4144.268555
	Iteration 44Q: 3 clusters Score -553116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -553116.250000 Penalty: 4144.268555
	Iteration 45F: 3 clusters Score -553116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Entering Unmasked Estep 
Score: -2274516.500000 Penalty: 2398.561279
	Iteration 0F: 2 clusters Score -2274516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2263124.250000 Penalty: 4797.122559
	Iteration 0F: 3 clusters Score -2263124 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2266881.500000 Penalty: 4797.122559
	Iteration 1F: 3 clusters Score -2266882 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2267402.750000 Penalty: 4797.122559
	Iteration 2F: 3 clusters Score -2267403 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2267890.000000 Penalty: 4797.122559
	Iteration 3F: 3 clusters Score -2267890 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2268305.750000 Penalty: 4797.122559
	Iteration 4F: 3 clusters Score -2268306 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2268664.500000 Penalty: 4797.122559
	Iteration 5Q: 3 clusters Score -2268664 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2268978.500000 Penalty: 4797.122559
	Iteration 6Q: 3 clusters Score -2268978 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2269275.250000 Penalty: 4797.122559
	Iteration 7Q: 3 clusters Score -2269275 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2269546.500000 Penalty: 4797.122559
	Iteration 8Q: 3 clusters Score -2269546 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2269804.500000 Penalty: 4797.122559
	Iteration 9Q: 3 clusters Score -2269804 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2270099.750000 Penalty: 4797.122559
	Iteration 10Q: 3 clusters Score -2270100 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2270394.750000 Penalty: 4797.122559
	Iteration 11Q: 3 clusters Score -2270395 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2270658.000000 Penalty: 4797.122559
	Iteration 12Q: 3 clusters Score -2270658 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2270881.250000 Penalty: 4797.122559
	Iteration 13Q: 3 clusters Score -2270881 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2271115.000000 Penalty: 4797.122559
	Iteration 14Q: 3 clusters Score -2271115 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2271364.750000 Penalty: 4797.122559
	Iteration 15Q: 3 clusters Score -2271365 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2271650.750000 Penalty: 4797.122559
	Iteration 16Q: 3 clusters Score -2271651 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2271926.000000 Penalty: 4797.122559
	Iteration 17Q: 3 clusters Score -2271926 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2272125.250000 Penalty: 4797.122559
	Iteration 18Q: 3 clusters Score -2272125 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2272265.500000 Penalty: 4797.122559
	Iteration 19Q: 3 clusters Score -2272266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2272369.000000 Penalty: 4797.122559
	Iteration 20F: 3 clusters Score -2272369 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2272439.500000 Penalty: 4797.122559
	Iteration 21Q: 3 clusters Score -2272440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2272502.750000 Penalty: 4797.122559
	Iteration 22Q: 3 clusters Score -2272503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2272558.500000 Penalty: 4797.122559
	Iteration 23Q: 3 clusters Score -2272558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2272612.500000 Penalty: 4797.122559
	Iteration 24Q: 3 clusters Score -2272612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2272644.000000 Penalty: 4797.122559
	Iteration 25Q: 3 clusters Score -2272644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2272677.250000 Penalty: 4797.122559
	Iteration 26Q: 3 clusters Score -2272677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2272723.750000 Penalty: 4797.122559
	Iteration 27Q: 3 clusters Score -2272724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2272768.500000 Penalty: 4797.122559
	Iteration 28Q: 3 clusters Score -2272768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2272791.750000 Penalty: 4797.122559
	Iteration 29Q: 3 clusters Score -2272792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2272815.500000 Penalty: 4797.122559
	Iteration 30Q: 3 clusters Score -2272816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2272842.500000 Penalty: 4797.122559
	Iteration 31Q: 3 clusters Score -2272842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2272875.500000 Penalty: 4797.122559
	Iteration 32Q: 3 clusters Score -2272876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2272908.250000 Penalty: 4797.122559
	Iteration 33Q: 3 clusters Score -2272908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2272941.250000 Penalty: 4797.122559
	Iteration 34Q: 3 clusters Score -2272941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2272984.000000 Penalty: 4797.122559
	Iteration 35Q: 3 clusters Score -2272984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2273016.250000 Penalty: 4797.122559
	Iteration 36Q: 3 clusters Score -2273016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2273043.750000 Penalty: 4797.122559
	Iteration 37Q: 3 clusters Score -2273044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2273064.250000 Penalty: 4797.122559
	Iteration 38Q: 3 clusters Score -2273064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2273090.500000 Penalty: 4797.122559
	Iteration 39Q: 3 clusters Score -2273090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2273111.250000 Penalty: 4797.122559
	Iteration 40F: 3 clusters Score -2273111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2273135.000000 Penalty: 4797.122559
	Iteration 41Q: 3 clusters Score -2273135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2273151.500000 Penalty: 4797.122559
	Iteration 42Q: 3 clusters Score -2273152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2273165.750000 Penalty: 4797.122559
	Iteration 43Q: 3 clusters Score -2273166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2273181.500000 Penalty: 4797.122559
	Iteration 44Q: 3 clusters Score -2273182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2273196.250000 Penalty: 4797.122559
	Iteration 45Q: 3 clusters Score -2273196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2273209.500000 Penalty: 4797.122559
	Iteration 46Q: 3 clusters Score -2273210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2273215.750000 Penalty: 4797.122559
	Iteration 47Q: 3 clusters Score -2273216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2273220.000000 Penalty: 4797.122559
	Iteration 48Q: 3 clusters Score -2273220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2273222.500000 Penalty: 4797.122559
	Iteration 49Q: 3 clusters Score -2273222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2273226.500000 Penalty: 4797.122559
	Iteration 50Q: 3 clusters Score -2273226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2273231.500000 Penalty: 4797.122559
	Iteration 51Q: 3 clusters Score -2273232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2273233.000000 Penalty: 4797.122559
	Iteration 52Q: 3 clusters Score -2273233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2273236.750000 Penalty: 4797.122559
	Iteration 53Q: 3 clusters Score -2273237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2273236.500000 Penalty: 4797.122559
	Iteration 54Q: 3 clusters Score -2273236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2273237.000000 Penalty: 4797.122559
	Iteration 55Q: 3 clusters Score -2273237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2273240.750000 Penalty: 4797.122559
	Iteration 56Q: 3 clusters Score -2273241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2273242.000000 Penalty: 4797.122559
	Iteration 57Q: 3 clusters Score -2273242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2273241.500000 Penalty: 4797.122559
	Iteration 58Q: 3 clusters Score -2273242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2273244.000000 Penalty: 4797.122559
	Iteration 59Q: 3 clusters Score -2273244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2273247.500000 Penalty: 4797.122559
	Iteration 60F: 3 clusters Score -2273248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2273248.750000 Penalty: 4797.122559
	Iteration 61Q: 3 clusters Score -2273249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2273248.750000 Penalty: 4797.122559
	Iteration 62Q: 3 clusters Score -2273249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2273255.250000 Penalty: 4797.122559
	Iteration 63Q: 3 clusters Score -2273255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2273254.750000 Penalty: 4797.122559
	Iteration 64Q: 3 clusters Score -2273255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2273255.750000 Penalty: 4797.122559
	Iteration 65Q: 3 clusters Score -2273256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2273258.250000 Penalty: 4797.122559
	Iteration 66Q: 3 clusters Score -2273258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2273258.250000 Penalty: 4797.122559
	Iteration 67F: 3 clusters Score -2273258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -2313471.250000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -2313471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2302562.250000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -2302562 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2305978.750000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -2305979 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2306359.000000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -2306359 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2306787.000000 Penalty: 4775.584473
	Iteration 3F: 3 clusters Score -2306787 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2307312.750000 Penalty: 4775.584473
	Iteration 4F: 3 clusters Score -2307313 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2308034.250000 Penalty: 4775.584473
	Iteration 5F: 3 clusters Score -2308034 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2308880.250000 Penalty: 4775.584473
	Iteration 6F: 3 clusters Score -2308880 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2309648.000000 Penalty: 4775.584473
	Iteration 7F: 3 clusters Score -2309648 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2310254.000000 Penalty: 4775.584473
	Iteration 8F: 3 clusters Score -2310254 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2310631.500000 Penalty: 4775.584473
	Iteration 9Q: 3 clusters Score -2310632 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2310868.750000 Penalty: 4775.584473
	Iteration 10Q: 3 clusters Score -2310869 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2311037.250000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -2311037 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2311159.000000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -2311159 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2311251.000000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -2311251 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2311322.000000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -2311322 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2311384.000000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -2311384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2311428.500000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -2311428 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2311478.000000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -2311478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2311532.500000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -2311532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2311563.000000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -2311563 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2311610.250000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -2311610 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2311649.750000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -2311650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2311679.750000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -2311680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2311715.500000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -2311716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2311747.000000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -2311747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2311769.250000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -2311769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2311786.250000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -2311786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2311802.250000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -2311802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2311812.750000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -2311813 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2311828.750000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -2311829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2311835.750000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -2311836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2311843.000000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -2311843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2311861.500000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -2311862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2311871.750000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -2311872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2311873.000000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -2311873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2311887.000000 Penalty: 4775.584473
	Iteration 35Q: 3 clusters Score -2311887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2311893.750000 Penalty: 4775.584473
	Iteration 36Q: 3 clusters Score -2311894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2311908.000000 Penalty: 4775.584473
	Iteration 37Q: 3 clusters Score -2311908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2311919.750000 Penalty: 4775.584473
	Iteration 38Q: 3 clusters Score -2311920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2311922.000000 Penalty: 4775.584473
	Iteration 39Q: 3 clusters Score -2311922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2311934.500000 Penalty: 4775.584473
	Iteration 40F: 3 clusters Score -2311934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2311938.750000 Penalty: 4775.584473
	Iteration 41Q: 3 clusters Score -2311939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2311943.250000 Penalty: 4775.584473
	Iteration 42Q: 3 clusters Score -2311943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2311956.500000 Penalty: 4775.584473
	Iteration 43Q: 3 clusters Score -2311956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2311962.250000 Penalty: 4775.584473
	Iteration 44Q: 3 clusters Score -2311962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2311973.250000 Penalty: 4775.584473
	Iteration 45Q: 3 clusters Score -2311973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2311984.250000 Penalty: 4775.584473
	Iteration 46Q: 3 clusters Score -2311984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2311990.250000 Penalty: 4775.584473
	Iteration 47Q: 3 clusters Score -2311990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2311999.000000 Penalty: 4775.584473
	Iteration 48Q: 3 clusters Score -2311999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2312003.750000 Penalty: 4775.584473
	Iteration 49Q: 3 clusters Score -2312004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2312008.250000 Penalty: 4775.584473
	Iteration 50Q: 3 clusters Score -2312008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2312019.750000 Penalty: 4775.584473
	Iteration 51Q: 3 clusters Score -2312020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2312029.500000 Penalty: 4775.584473
	Iteration 52Q: 3 clusters Score -2312030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2312043.250000 Penalty: 4775.584473
	Iteration 53Q: 3 clusters Score -2312043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2312048.750000 Penalty: 4775.584473
	Iteration 54Q: 3 clusters Score -2312049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2312054.500000 Penalty: 4775.584473
	Iteration 55Q: 3 clusters Score -2312054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2312065.000000 Penalty: 4775.584473
	Iteration 56Q: 3 clusters Score -2312065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2312067.750000 Penalty: 4775.584473
	Iteration 57Q: 3 clusters Score -2312068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2312076.750000 Penalty: 4775.584473
	Iteration 58Q: 3 clusters Score -2312077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2312082.500000 Penalty: 4775.584473
	Iteration 59Q: 3 clusters Score -2312082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2312103.750000 Penalty: 4775.584473
	Iteration 60F: 3 clusters Score -2312104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2312114.500000 Penalty: 4775.584473
	Iteration 61Q: 3 clusters Score -2312114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2312131.250000 Penalty: 4775.584473
	Iteration 62Q: 3 clusters Score -2312131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2312149.000000 Penalty: 4775.584473
	Iteration 63Q: 3 clusters Score -2312149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2312178.750000 Penalty: 4775.584473
	Iteration 64Q: 3 clusters Score -2312179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2312192.000000 Penalty: 4775.584473
	Iteration 65Q: 3 clusters Score -2312192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2312232.000000 Penalty: 4775.584473
	Iteration 66Q: 3 clusters Score -2312232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2312278.000000 Penalty: 4775.584473
	Iteration 67Q: 3 clusters Score -2312278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2312336.000000 Penalty: 4775.584473
	Iteration 68Q: 3 clusters Score -2312336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2312406.000000 Penalty: 4775.584473
	Iteration 69Q: 3 clusters Score -2312406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2312517.750000 Penalty: 4775.584473
	Iteration 70Q: 3 clusters Score -2312518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2312642.000000 Penalty: 4775.584473
	Iteration 71Q: 3 clusters Score -2312642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2312708.250000 Penalty: 4775.584473
	Iteration 72Q: 3 clusters Score -2312708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2312738.000000 Penalty: 4775.584473
	Iteration 73Q: 3 clusters Score -2312738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2312748.750000 Penalty: 4775.584473
	Iteration 74Q: 3 clusters Score -2312749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2312769.500000 Penalty: 4775.584473
	Iteration 75Q: 3 clusters Score -2312770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2312772.750000 Penalty: 4775.584473
	Iteration 76Q: 3 clusters Score -2312773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2312780.750000 Penalty: 4775.584473
	Iteration 77Q: 3 clusters Score -2312781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2312779.500000 Penalty: 4775.584473
	Iteration 78Q: 3 clusters Score -2312780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2312780.250000 Penalty: 4775.584473
	Iteration 79Q: 3 clusters Score -2312780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2312784.250000 Penalty: 4775.584473
	Iteration 80F: 3 clusters Score -2312784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -320561.125000 Penalty: 1900.874390
	Iteration 0F: 2 clusters Score -320561.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -317827.968750 Penalty: 3801.748779
	Iteration 0F: 3 clusters Score -317828 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -318372.937500 Penalty: 3801.748779
	Iteration 1F: 3 clusters Score -318372.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -318526.687500 Penalty: 3801.748779
	Iteration 2F: 3 clusters Score -318526.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -318626.281250 Penalty: 3801.748779
	Iteration 3Q: 3 clusters Score -318626.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -318709.343750 Penalty: 3801.748779
	Iteration 4Q: 3 clusters Score -318709.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -318775.156250 Penalty: 3801.748779
	Iteration 5Q: 3 clusters Score -318775.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -318826.781250 Penalty: 3801.748779
	Iteration 6Q: 3 clusters Score -318826.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -318857.593750 Penalty: 3801.748779
	Iteration 7Q: 3 clusters Score -318857.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -318894.218750 Penalty: 3801.748779
	Iteration 8Q: 3 clusters Score -318894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -318920.500000 Penalty: 3801.748779
	Iteration 9Q: 3 clusters Score -318920.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -318947.531250 Penalty: 3801.748779
	Iteration 10Q: 3 clusters Score -318947.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -318989.093750 Penalty: 3801.748779
	Iteration 11Q: 3 clusters Score -318989.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -319033.062500 Penalty: 3801.748779
	Iteration 12Q: 3 clusters Score -319033.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -319066.781250 Penalty: 3801.748779
	Iteration 13Q: 3 clusters Score -319066.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -319103.500000 Penalty: 3801.748779
	Iteration 14Q: 3 clusters Score -319103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -319139.093750 Penalty: 3801.748779
	Iteration 15Q: 3 clusters Score -319139.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -319164.375000 Penalty: 3801.748779
	Iteration 16Q: 3 clusters Score -319164.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -319183.187500 Penalty: 3801.748779
	Iteration 17Q: 3 clusters Score -319183.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -319215.687500 Penalty: 3801.748779
	Iteration 18Q: 3 clusters Score -319215.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -319254.281250 Penalty: 3801.748779
	Iteration 19Q: 3 clusters Score -319254.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -319268.906250 Penalty: 3801.748779
	Iteration 20F: 3 clusters Score -319268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -319283.093750 Penalty: 3801.748779
	Iteration 21Q: 3 clusters Score -319283.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -319299.687500 Penalty: 3801.748779
	Iteration 22Q: 3 clusters Score -319299.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -319318.093750 Penalty: 3801.748779
	Iteration 23Q: 3 clusters Score -319318.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -319333.250000 Penalty: 3801.748779
	Iteration 24Q: 3 clusters Score -319333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -319337.406250 Penalty: 3801.748779
	Iteration 25Q: 3 clusters Score -319337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -319340.656250 Penalty: 3801.748779
	Iteration 26Q: 3 clusters Score -319340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -319340.812500 Penalty: 3801.748779
	Iteration 27Q: 3 clusters Score -319340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -319340.812500 Penalty: 3801.748779
	Iteration 28F: 3 clusters Score -319340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -109305.171875 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -109305.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107564.500000 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -107564.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107977.507812 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -107977.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -108209.937500 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -108209.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108330.851562 Penalty: 3321.729004
	Iteration 3F: 3 clusters Score -108330.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108400.187500 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -108400.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108433.960938 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -108434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108461.257812 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -108461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108481.859375 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -108481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108502.914062 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -108502.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108522.617188 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -108522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108540.476562 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -108540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108546.570312 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -108546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108558.273438 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -108558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108578.843750 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -108578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108596.757812 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -108596.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108618.828125 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -108618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108641.445312 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -108641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108660.007812 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -108660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108690.750000 Penalty: 3321.729004
	Iteration 18Q: 3 clusters Score -108690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108701.093750 Penalty: 3321.729004
	Iteration 19Q: 3 clusters Score -108701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108712.734375 Penalty: 3321.729004
	Iteration 20F: 3 clusters Score -108712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108720.757812 Penalty: 3321.729004
	Iteration 21Q: 3 clusters Score -108720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108720.757812 Penalty: 3321.729004
	Iteration 22F: 3 clusters Score -108720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -350655.812500 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -350655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -347811.406250 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -347811.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -348346.062500 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -348346.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -348467.375000 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -348467.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -348531.750000 Penalty: 3838.506104
	Iteration 3Q: 3 clusters Score -348531.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -348582.375000 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -348582.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -348638.281250 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -348638.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -348685.656250 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -348685.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -348714.750000 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -348714.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -348741.968750 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -348742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -348776.781250 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -348776.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -348824.343750 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -348824.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -348898.500000 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -348898.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -348983.031250 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -348983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -349112.343750 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -349112.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -349247.468750 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -349247.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -349347.843750 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -349347.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -349444.281250 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -349444.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -349546.437500 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -349546.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -349636.187500 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -349636.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -349707.031250 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -349707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -349778.687500 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -349778.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -349828.468750 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -349828.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -349848.906250 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -349848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -349858.500000 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -349858.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -349862.937500 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -349862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -349870.750000 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -349870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -349876.437500 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -349876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -349880.281250 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -349880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -349883.437500 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -349883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -349887.437500 Penalty: 3838.506104
	Iteration 29Q: 3 clusters Score -349887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -349890.281250 Penalty: 3838.506104
	Iteration 30Q: 3 clusters Score -349890.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -349894.250000 Penalty: 3838.506104
	Iteration 31Q: 3 clusters Score -349894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -349897.187500 Penalty: 3838.506104
	Iteration 32Q: 3 clusters Score -349897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -349905.656250 Penalty: 3838.506104
	Iteration 33Q: 3 clusters Score -349905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -349912.343750 Penalty: 3838.506104
	Iteration 34Q: 3 clusters Score -349912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -349914.343750 Penalty: 3838.506104
	Iteration 35Q: 3 clusters Score -349914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -349915.750000 Penalty: 3838.506104
	Iteration 36Q: 3 clusters Score -349915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -349915.843750 Penalty: 3838.506104
	Iteration 37Q: 3 clusters Score -349915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -349917.218750 Penalty: 3838.506104
	Iteration 38Q: 3 clusters Score -349917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -349918.968750 Penalty: 3838.506104
	Iteration 39Q: 3 clusters Score -349919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -349920.468750 Penalty: 3838.506104
	Iteration 40F: 3 clusters Score -349920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -349922.875000 Penalty: 3838.506104
	Iteration 41Q: 3 clusters Score -349922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -349926.218750 Penalty: 3838.506104
	Iteration 42Q: 3 clusters Score -349926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -349929.562500 Penalty: 3838.506104
	Iteration 43Q: 3 clusters Score -349929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -349932.093750 Penalty: 3838.506104
	Iteration 44Q: 3 clusters Score -349932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -349937.500000 Penalty: 3838.506104
	Iteration 45Q: 3 clusters Score -349937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -349941.406250 Penalty: 3838.506104
	Iteration 46Q: 3 clusters Score -349941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -349946.281250 Penalty: 3838.506104
	Iteration 47Q: 3 clusters Score -349946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -349947.468750 Penalty: 3838.506104
	Iteration 48Q: 3 clusters Score -349947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -349947.468750 Penalty: 3838.506104
	Iteration 49F: 3 clusters Score -349947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19992.367188 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19992.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19047.150391 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19047.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19122.888672 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19122.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19159.173828 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19159.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19168.138672 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -19168.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19178.802734 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -19178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19190.476562 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -19190.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19192.492188 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -19192.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19192.492188 Penalty: 2572.943359
	Iteration 7F: 3 clusters Score -19192.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -344099.625000 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -344099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -341215.750000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -341215.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -341891.187500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -341891.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -342122.906250 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -342122.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -342260.375000 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -342260.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -342369.187500 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -342369.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -342461.281250 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -342461.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -342522.500000 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -342522.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -342582.000000 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -342582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -342639.062500 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -342639.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -342685.250000 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -342685.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -342726.312500 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -342726.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -342765.062500 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -342765.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -342805.281250 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -342805.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -342834.812500 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -342834.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -342872.531250 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -342872.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -342893.718750 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -342893.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -342920.250000 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -342920.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -342944.125000 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -342944.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -342967.843750 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -342967.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -342987.250000 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -342987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -342998.343750 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -342998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -343008.375000 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -343008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -343017.656250 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -343017.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -343028.531250 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -343028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -343039.656250 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -343039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -343050.843750 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -343050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -343055.375000 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -343055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -343056.375000 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -343056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -343057.937500 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -343057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -343058.156250 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -343058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -343058.156250 Penalty: 3870.908691
	Iteration 30F: 3 clusters Score -343058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -639881.000000 Penalty: 2080.674072
	Iteration 0F: 2 clusters Score -639881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -635748.437500 Penalty: 4161.348145
	Iteration 0F: 3 clusters Score -635748.4 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -636655.437500 Penalty: 4161.348145
	Iteration 1F: 3 clusters Score -636655.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -636846.750000 Penalty: 4161.348145
	Iteration 2F: 3 clusters Score -636846.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -636993.437500 Penalty: 4161.348145
	Iteration 3F: 3 clusters Score -636993.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -637084.125000 Penalty: 4161.348145
	Iteration 4Q: 3 clusters Score -637084.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -637148.562500 Penalty: 4161.348145
	Iteration 5Q: 3 clusters Score -637148.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -637202.250000 Penalty: 4161.348145
	Iteration 6Q: 3 clusters Score -637202.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -637250.375000 Penalty: 4161.348145
	Iteration 7Q: 3 clusters Score -637250.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -637287.875000 Penalty: 4161.348145
	Iteration 8Q: 3 clusters Score -637287.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -637306.562500 Penalty: 4161.348145
	Iteration 9Q: 3 clusters Score -637306.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -637324.250000 Penalty: 4161.348145
	Iteration 10Q: 3 clusters Score -637324.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -637341.187500 Penalty: 4161.348145
	Iteration 11Q: 3 clusters Score -637341.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -637360.250000 Penalty: 4161.348145
	Iteration 12Q: 3 clusters Score -637360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -637381.750000 Penalty: 4161.348145
	Iteration 13Q: 3 clusters Score -637381.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -637405.062500 Penalty: 4161.348145
	Iteration 14Q: 3 clusters Score -637405.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -637430.125000 Penalty: 4161.348145
	Iteration 15Q: 3 clusters Score -637430.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -637454.125000 Penalty: 4161.348145
	Iteration 16Q: 3 clusters Score -637454.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -637480.875000 Penalty: 4161.348145
	Iteration 17Q: 3 clusters Score -637480.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -637507.500000 Penalty: 4161.348145
	Iteration 18Q: 3 clusters Score -637507.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -637529.187500 Penalty: 4161.348145
	Iteration 19Q: 3 clusters Score -637529.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -637554.062500 Penalty: 4161.348145
	Iteration 20F: 3 clusters Score -637554.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -637577.437500 Penalty: 4161.348145
	Iteration 21Q: 3 clusters Score -637577.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -637600.125000 Penalty: 4161.348145
	Iteration 22Q: 3 clusters Score -637600.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -637628.687500 Penalty: 4161.348145
	Iteration 23Q: 3 clusters Score -637628.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -637665.125000 Penalty: 4161.348145
	Iteration 24Q: 3 clusters Score -637665.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -637704.562500 Penalty: 4161.348145
	Iteration 25Q: 3 clusters Score -637704.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -637738.437500 Penalty: 4161.348145
	Iteration 26Q: 3 clusters Score -637738.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -637776.937500 Penalty: 4161.348145
	Iteration 27Q: 3 clusters Score -637776.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -637810.562500 Penalty: 4161.348145
	Iteration 28Q: 3 clusters Score -637810.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -637844.562500 Penalty: 4161.348145
	Iteration 29Q: 3 clusters Score -637844.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -637882.125000 Penalty: 4161.348145
	Iteration 30Q: 3 clusters Score -637882.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -637911.250000 Penalty: 4161.348145
	Iteration 31Q: 3 clusters Score -637911.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -637947.500000 Penalty: 4161.348145
	Iteration 32Q: 3 clusters Score -637947.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -637981.562500 Penalty: 4161.348145
	Iteration 33Q: 3 clusters Score -637981.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -638011.375000 Penalty: 4161.348145
	Iteration 34Q: 3 clusters Score -638011.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -638036.500000 Penalty: 4161.348145
	Iteration 35Q: 3 clusters Score -638036.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -638052.875000 Penalty: 4161.348145
	Iteration 36Q: 3 clusters Score -638052.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -638072.375000 Penalty: 4161.348145
	Iteration 37Q: 3 clusters Score -638072.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -638091.000000 Penalty: 4161.348145
	Iteration 38Q: 3 clusters Score -638091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -638100.312500 Penalty: 4161.348145
	Iteration 39Q: 3 clusters Score -638100.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -638108.562500 Penalty: 4161.348145
	Iteration 40F: 3 clusters Score -638108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -638120.000000 Penalty: 4161.348145
	Iteration 41Q: 3 clusters Score -638120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -638126.062500 Penalty: 4161.348145
	Iteration 42Q: 3 clusters Score -638126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -638131.750000 Penalty: 4161.348145
	Iteration 43Q: 3 clusters Score -638131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -638138.625000 Penalty: 4161.348145
	Iteration 44Q: 3 clusters Score -638138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -638146.937500 Penalty: 4161.348145
	Iteration 45Q: 3 clusters Score -638146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -638154.875000 Penalty: 4161.348145
	Iteration 46Q: 3 clusters Score -638154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -638161.750000 Penalty: 4161.348145
	Iteration 47Q: 3 clusters Score -638161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -638166.437500 Penalty: 4161.348145
	Iteration 48Q: 3 clusters Score -638166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -638170.625000 Penalty: 4161.348145
	Iteration 49Q: 3 clusters Score -638170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -638173.812500 Penalty: 4161.348145
	Iteration 50Q: 3 clusters Score -638173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -638174.812500 Penalty: 4161.348145
	Iteration 51Q: 3 clusters Score -638174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -638179.312500 Penalty: 4161.348145
	Iteration 52Q: 3 clusters Score -638179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -638182.125000 Penalty: 4161.348145
	Iteration 53Q: 3 clusters Score -638182.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -638184.375000 Penalty: 4161.348145
	Iteration 54Q: 3 clusters Score -638184.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -638187.562500 Penalty: 4161.348145
	Iteration 55Q: 3 clusters Score -638187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -638188.562500 Penalty: 4161.348145
	Iteration 56Q: 3 clusters Score -638188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -638188.937500 Penalty: 4161.348145
	Iteration 57Q: 3 clusters Score -638188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -638188.937500 Penalty: 4161.348145
	Iteration 58F: 3 clusters Score -638188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Entering Unmasked Estep 
Score: -5603411.000000 Penalty: 2608.852051
	Iteration 0F: 2 clusters Score -5603411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5578254.500000 Penalty: 5217.704102
	Iteration 0F: 3 clusters Score -5578254 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5587421.000000 Penalty: 5217.704102
	Iteration 1F: 3 clusters Score -5587421 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5588027.500000 Penalty: 5217.704102
	Iteration 2Q: 3 clusters Score -5588028 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5588665.500000 Penalty: 5217.704102
	Iteration 3Q: 3 clusters Score -5588666 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5589515.000000 Penalty: 5217.704102
	Iteration 4Q: 3 clusters Score -5589515 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -5590982.000000 Penalty: 5217.704102
	Iteration 5F: 3 clusters Score -5590982 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5592689.500000 Penalty: 5217.704102
	Iteration 6F: 3 clusters Score -5592690 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5594838.000000 Penalty: 5217.704102
	Iteration 7F: 3 clusters Score -5594838 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5596928.000000 Penalty: 5217.704102
	Iteration 8F: 3 clusters Score -5596928 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5598692.000000 Penalty: 5217.704102
	Iteration 9F: 3 clusters Score -5598692 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5599967.500000 Penalty: 5217.704102
	Iteration 10Q: 3 clusters Score -5599968 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5600825.500000 Penalty: 5217.704102
	Iteration 11Q: 3 clusters Score -5600826 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5601284.500000 Penalty: 5217.704102
	Iteration 12Q: 3 clusters Score -5601284 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5601519.000000 Penalty: 5217.704102
	Iteration 13Q: 3 clusters Score -5601519 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5601649.000000 Penalty: 5217.704102
	Iteration 14Q: 3 clusters Score -5601649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5601728.500000 Penalty: 5217.704102
	Iteration 15Q: 3 clusters Score -5601728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5601807.000000 Penalty: 5217.704102
	Iteration 16Q: 3 clusters Score -5601807 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5601881.500000 Penalty: 5217.704102
	Iteration 17Q: 3 clusters Score -5601882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5601926.500000 Penalty: 5217.704102
	Iteration 18Q: 3 clusters Score -5601926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5601959.000000 Penalty: 5217.704102
	Iteration 19Q: 3 clusters Score -5601959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5601988.000000 Penalty: 5217.704102
	Iteration 20F: 3 clusters Score -5601988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5602023.500000 Penalty: 5217.704102
	Iteration 21Q: 3 clusters Score -5602024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5602051.000000 Penalty: 5217.704102
	Iteration 22Q: 3 clusters Score -5602051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5602071.500000 Penalty: 5217.704102
	Iteration 23Q: 3 clusters Score -5602072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5602106.500000 Penalty: 5217.704102
	Iteration 24Q: 3 clusters Score -5602106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5602125.500000 Penalty: 5217.704102
	Iteration 25Q: 3 clusters Score -5602126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5602135.000000 Penalty: 5217.704102
	Iteration 26Q: 3 clusters Score -5602135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5602140.000000 Penalty: 5217.704102
	Iteration 27Q: 3 clusters Score -5602140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5602138.500000 Penalty: 5217.704102
	Iteration 28Q: 3 clusters Score -5602138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5602140.000000 Penalty: 5217.704102
	Iteration 29Q: 3 clusters Score -5602140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5602140.000000 Penalty: 5217.704102
	Iteration 30F: 3 clusters Score -5602140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -667742.500000 Penalty: 2084.808105
	Iteration 0F: 2 clusters Score -667742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -663548.187500 Penalty: 4169.616211
	Iteration 0F: 3 clusters Score -663548.2 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -664506.500000 Penalty: 4169.616211
	Iteration 1F: 3 clusters Score -664506.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -664707.750000 Penalty: 4169.616211
	Iteration 2F: 3 clusters Score -664707.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -664827.500000 Penalty: 4169.616211
	Iteration 3Q: 3 clusters Score -664827.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -664912.750000 Penalty: 4169.616211
	Iteration 4Q: 3 clusters Score -664912.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -664982.625000 Penalty: 4169.616211
	Iteration 5Q: 3 clusters Score -664982.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -665030.875000 Penalty: 4169.616211
	Iteration 6Q: 3 clusters Score -665030.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -665064.625000 Penalty: 4169.616211
	Iteration 7Q: 3 clusters Score -665064.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -665096.250000 Penalty: 4169.616211
	Iteration 8Q: 3 clusters Score -665096.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -665120.625000 Penalty: 4169.616211
	Iteration 9Q: 3 clusters Score -665120.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -665142.500000 Penalty: 4169.616211
	Iteration 10Q: 3 clusters Score -665142.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -665161.562500 Penalty: 4169.616211
	Iteration 11Q: 3 clusters Score -665161.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -665176.250000 Penalty: 4169.616211
	Iteration 12Q: 3 clusters Score -665176.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -665185.750000 Penalty: 4169.616211
	Iteration 13Q: 3 clusters Score -665185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -665192.875000 Penalty: 4169.616211
	Iteration 14Q: 3 clusters Score -665192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -665200.125000 Penalty: 4169.616211
	Iteration 15Q: 3 clusters Score -665200.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -665207.812500 Penalty: 4169.616211
	Iteration 16Q: 3 clusters Score -665207.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -665217.062500 Penalty: 4169.616211
	Iteration 17Q: 3 clusters Score -665217.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -665229.250000 Penalty: 4169.616211
	Iteration 18Q: 3 clusters Score -665229.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -665242.500000 Penalty: 4169.616211
	Iteration 19Q: 3 clusters Score -665242.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -665259.062500 Penalty: 4169.616211
	Iteration 20F: 3 clusters Score -665259.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -665277.937500 Penalty: 4169.616211
	Iteration 21Q: 3 clusters Score -665277.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -665297.000000 Penalty: 4169.616211
	Iteration 22Q: 3 clusters Score -665297 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -665321.562500 Penalty: 4169.616211
	Iteration 23Q: 3 clusters Score -665321.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -665343.562500 Penalty: 4169.616211
	Iteration 24Q: 3 clusters Score -665343.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -665364.062500 Penalty: 4169.616211
	Iteration 25Q: 3 clusters Score -665364.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -665383.000000 Penalty: 4169.616211
	Iteration 26Q: 3 clusters Score -665383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -665402.437500 Penalty: 4169.616211
	Iteration 27Q: 3 clusters Score -665402.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -665423.062500 Penalty: 4169.616211
	Iteration 28Q: 3 clusters Score -665423.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -665445.187500 Penalty: 4169.616211
	Iteration 29Q: 3 clusters Score -665445.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -665463.312500 Penalty: 4169.616211
	Iteration 30Q: 3 clusters Score -665463.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -665486.500000 Penalty: 4169.616211
	Iteration 31Q: 3 clusters Score -665486.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -665508.437500 Penalty: 4169.616211
	Iteration 32Q: 3 clusters Score -665508.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -665527.250000 Penalty: 4169.616211
	Iteration 33Q: 3 clusters Score -665527.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -665540.750000 Penalty: 4169.616211
	Iteration 34Q: 3 clusters Score -665540.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -665554.375000 Penalty: 4169.616211
	Iteration 35Q: 3 clusters Score -665554.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -665574.937500 Penalty: 4169.616211
	Iteration 36Q: 3 clusters Score -665574.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -665590.437500 Penalty: 4169.616211
	Iteration 37Q: 3 clusters Score -665590.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -665607.312500 Penalty: 4169.616211
	Iteration 38Q: 3 clusters Score -665607.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -665628.437500 Penalty: 4169.616211
	Iteration 39Q: 3 clusters Score -665628.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -665651.437500 Penalty: 4169.616211
	Iteration 40F: 3 clusters Score -665651.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -665668.375000 Penalty: 4169.616211
	Iteration 41Q: 3 clusters Score -665668.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -665680.875000 Penalty: 4169.616211
	Iteration 42Q: 3 clusters Score -665680.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -665689.625000 Penalty: 4169.616211
	Iteration 43Q: 3 clusters Score -665689.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -665704.375000 Penalty: 4169.616211
	Iteration 44Q: 3 clusters Score -665704.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -665727.500000 Penalty: 4169.616211
	Iteration 45Q: 3 clusters Score -665727.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -665752.937500 Penalty: 4169.616211
	Iteration 46Q: 3 clusters Score -665752.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -665778.375000 Penalty: 4169.616211
	Iteration 47Q: 3 clusters Score -665778.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -665801.250000 Penalty: 4169.616211
	Iteration 48Q: 3 clusters Score -665801.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -665826.375000 Penalty: 4169.616211
	Iteration 49Q: 3 clusters Score -665826.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -665856.250000 Penalty: 4169.616211
	Iteration 50Q: 3 clusters Score -665856.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -665889.187500 Penalty: 4169.616211
	Iteration 51Q: 3 clusters Score -665889.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -665929.687500 Penalty: 4169.616211
	Iteration 52Q: 3 clusters Score -665929.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -665975.687500 Penalty: 4169.616211
	Iteration 53Q: 3 clusters Score -665975.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -666017.937500 Penalty: 4169.616211
	Iteration 54Q: 3 clusters Score -666017.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -666057.000000 Penalty: 4169.616211
	Iteration 55Q: 3 clusters Score -666057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666091.125000 Penalty: 4169.616211
	Iteration 56Q: 3 clusters Score -666091.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -666124.437500 Penalty: 4169.616211
	Iteration 57Q: 3 clusters Score -666124.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -666155.437500 Penalty: 4169.616211
	Iteration 58Q: 3 clusters Score -666155.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -666196.937500 Penalty: 4169.616211
	Iteration 59Q: 3 clusters Score -666196.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666229.937500 Penalty: 4169.616211
	Iteration 60F: 3 clusters Score -666229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -666250.062500 Penalty: 4169.616211
	Iteration 61Q: 3 clusters Score -666250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -666263.687500 Penalty: 4169.616211
	Iteration 62Q: 3 clusters Score -666263.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -666274.875000 Penalty: 4169.616211
	Iteration 63Q: 3 clusters Score -666274.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -666285.437500 Penalty: 4169.616211
	Iteration 64Q: 3 clusters Score -666285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -666293.375000 Penalty: 4169.616211
	Iteration 65Q: 3 clusters Score -666293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -666298.687500 Penalty: 4169.616211
	Iteration 66Q: 3 clusters Score -666298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -666301.125000 Penalty: 4169.616211
	Iteration 67Q: 3 clusters Score -666301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -666303.625000 Penalty: 4169.616211
	Iteration 68Q: 3 clusters Score -666303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -666305.250000 Penalty: 4169.616211
	Iteration 69Q: 3 clusters Score -666305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -666306.875000 Penalty: 4169.616211
	Iteration 70Q: 3 clusters Score -666306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -666310.562500 Penalty: 4169.616211
	Iteration 71Q: 3 clusters Score -666310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -666310.687500 Penalty: 4169.616211
	Iteration 72Q: 3 clusters Score -666310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -666310.687500 Penalty: 4169.616211
	Iteration 73F: 3 clusters Score -666310.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Entering Unmasked Estep 
Score: -6130946.000000 Penalty: 2631.425537
	Iteration 0F: 2 clusters Score -6130946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -6103571.500000 Penalty: 5262.851074
	Iteration 0F: 3 clusters Score -6103572 nChanged 18571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -6113779.500000 Penalty: 5262.851074
	Iteration 1F: 3 clusters Score -6113780 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -6114317.500000 Penalty: 5262.851074
	Iteration 2Q: 3 clusters Score -6114318 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6114793.000000 Penalty: 5262.851074
	Iteration 3Q: 3 clusters Score -6114793 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -6115354.500000 Penalty: 5262.851074
	Iteration 4Q: 3 clusters Score -6115354 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6116251.000000 Penalty: 5262.851074
	Iteration 5Q: 3 clusters Score -6116251 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -6117764.500000 Penalty: 5262.851074
	Iteration 6F: 3 clusters Score -6117764 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6120175.000000 Penalty: 5262.851074
	Iteration 7F: 3 clusters Score -6120175 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -6123108.500000 Penalty: 5262.851074
	Iteration 8F: 3 clusters Score -6123108 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -6125928.000000 Penalty: 5262.851074
	Iteration 9F: 3 clusters Score -6125928 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -6127537.500000 Penalty: 5262.851074
	Iteration 10Q: 3 clusters Score -6127538 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -6128204.500000 Penalty: 5262.851074
	Iteration 11Q: 3 clusters Score -6128204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -6128437.000000 Penalty: 5262.851074
	Iteration 12Q: 3 clusters Score -6128437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -6128527.500000 Penalty: 5262.851074
	Iteration 13Q: 3 clusters Score -6128528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -6128564.000000 Penalty: 5262.851074
	Iteration 14Q: 3 clusters Score -6128564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -6128576.500000 Penalty: 5262.851074
	Iteration 15Q: 3 clusters Score -6128576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -6128591.500000 Penalty: 5262.851074
	Iteration 16Q: 3 clusters Score -6128592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -6128600.500000 Penalty: 5262.851074
	Iteration 17Q: 3 clusters Score -6128600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -6128602.500000 Penalty: 5262.851074
	Iteration 18Q: 3 clusters Score -6128602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -6128603.000000 Penalty: 5262.851074
	Iteration 19Q: 3 clusters Score -6128603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -6128608.500000 Penalty: 5262.851074
	Iteration 20F: 3 clusters Score -6128608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Entering Unmasked Estep 
Score: -2595494.500000 Penalty: 2414.252930
	Iteration 0F: 2 clusters Score -2595494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2583443.750000 Penalty: 4828.505859
	Iteration 0F: 3 clusters Score -2583444 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2587301.750000 Penalty: 4828.505859
	Iteration 1F: 3 clusters Score -2587302 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2587695.250000 Penalty: 4828.505859
	Iteration 2F: 3 clusters Score -2587695 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2588012.250000 Penalty: 4828.505859
	Iteration 3F: 3 clusters Score -2588012 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2588310.000000 Penalty: 4828.505859
	Iteration 4Q: 3 clusters Score -2588310 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2588658.750000 Penalty: 4828.505859
	Iteration 5Q: 3 clusters Score -2588659 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2589106.000000 Penalty: 4828.505859
	Iteration 6Q: 3 clusters Score -2589106 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2589714.500000 Penalty: 4828.505859
	Iteration 7F: 3 clusters Score -2589714 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2590478.750000 Penalty: 4828.505859
	Iteration 8F: 3 clusters Score -2590479 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2591207.750000 Penalty: 4828.505859
	Iteration 9F: 3 clusters Score -2591208 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2591893.750000 Penalty: 4828.505859
	Iteration 10Q: 3 clusters Score -2591894 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2592470.500000 Penalty: 4828.505859
	Iteration 11Q: 3 clusters Score -2592470 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2592824.000000 Penalty: 4828.505859
	Iteration 12Q: 3 clusters Score -2592824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2593028.250000 Penalty: 4828.505859
	Iteration 13Q: 3 clusters Score -2593028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2593176.500000 Penalty: 4828.505859
	Iteration 14Q: 3 clusters Score -2593176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2593242.000000 Penalty: 4828.505859
	Iteration 15Q: 3 clusters Score -2593242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2593294.250000 Penalty: 4828.505859
	Iteration 16Q: 3 clusters Score -2593294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2593320.500000 Penalty: 4828.505859
	Iteration 17Q: 3 clusters Score -2593320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2593328.000000 Penalty: 4828.505859
	Iteration 18Q: 3 clusters Score -2593328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2593336.750000 Penalty: 4828.505859
	Iteration 19Q: 3 clusters Score -2593337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2593350.000000 Penalty: 4828.505859
	Iteration 20F: 3 clusters Score -2593350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2593358.750000 Penalty: 4828.505859
	Iteration 21Q: 3 clusters Score -2593359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2593369.000000 Penalty: 4828.505859
	Iteration 22Q: 3 clusters Score -2593369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2593377.250000 Penalty: 4828.505859
	Iteration 23Q: 3 clusters Score -2593377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2593384.500000 Penalty: 4828.505859
	Iteration 24Q: 3 clusters Score -2593384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2593384.500000 Penalty: 4828.505859
	Iteration 25Q: 3 clusters Score -2593384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2593384.500000 Penalty: 4828.505859
	Iteration 26F: 3 clusters Score -2593384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1659632.625000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1659633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1651321.125000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1651321 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1653796.750000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1653797 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1654144.250000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1654144 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1654428.250000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1654428 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1654727.125000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1654727 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1655078.500000 Penalty: 4616.188477
	Iteration 5F: 3 clusters Score -1655078 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1655531.750000 Penalty: 4616.188477
	Iteration 6F: 3 clusters Score -1655532 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1656058.250000 Penalty: 4616.188477
	Iteration 7F: 3 clusters Score -1656058 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1656587.750000 Penalty: 4616.188477
	Iteration 8F: 3 clusters Score -1656588 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1656979.125000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1656979 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1657264.125000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1657264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1657454.250000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1657454 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1657578.875000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1657579 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1657659.250000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1657659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1657726.125000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1657726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1657773.750000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1657774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1657791.750000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1657792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1657814.250000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1657814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1657823.250000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1657823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1657832.375000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1657832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1657849.875000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1657850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1657861.125000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1657861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1657879.500000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1657880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1657892.625000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1657893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1657908.500000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1657908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1657929.875000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1657930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1657944.375000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1657944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1657954.875000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1657955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1657961.000000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1657961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1657968.750000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1657969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1657975.750000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1657976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1657985.875000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1657986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1657995.250000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1657995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1657996.750000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1657997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1658001.250000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1658001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1658009.500000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1658010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1658014.000000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1658014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1658021.250000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1658021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1658029.250000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1658029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1658031.250000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1658031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1658034.000000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1658034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1658036.625000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1658037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1658038.375000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1658038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1658037.500000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1658038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1658040.125000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1658040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1658040.375000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1658040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1658044.250000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1658044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1658041.250000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1658041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1658041.250000 Penalty: 4616.188477
	Iteration 48Q: 3 clusters Score -1658041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1658040.375000 Penalty: 4616.188477
	Iteration 49Q: 3 clusters Score -1658040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1658041.250000 Penalty: 4616.188477
	Iteration 50Q: 3 clusters Score -1658041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1658041.250000 Penalty: 4616.188477
	Iteration 51F: 3 clusters Score -1658041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -288195.562500 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -288195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285493.656250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -285493.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -286177.156250 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -286177.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -286534.781250 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -286534.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -286883.625000 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -286883.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -287223.750000 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -287223.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -287462.906250 Penalty: 3824.928223
	Iteration 5F: 3 clusters Score -287462.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -287586.000000 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -287586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -287653.718750 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -287653.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -287684.562500 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -287684.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -287704.406250 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -287704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -287716.375000 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -287716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -287729.375000 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -287729.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -287739.093750 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -287739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -287742.718750 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -287742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -287745.656250 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -287745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -287747.812500 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -287747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -287748.156250 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -287748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -287748.593750 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -287748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -287749.750000 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -287749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -287749.750000 Penalty: 3824.928223
	Iteration 19F: 3 clusters Score -287749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -495917.343750 Penalty: 2008.388062
	Iteration 0F: 2 clusters Score -495917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -492496.875000 Penalty: 4016.776123
	Iteration 0F: 3 clusters Score -492496.9 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -493234.531250 Penalty: 4016.776123
	Iteration 1F: 3 clusters Score -493234.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -493394.468750 Penalty: 4016.776123
	Iteration 2F: 3 clusters Score -493394.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -493505.468750 Penalty: 4016.776123
	Iteration 3Q: 3 clusters Score -493505.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -493589.437500 Penalty: 4016.776123
	Iteration 4Q: 3 clusters Score -493589.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -493651.750000 Penalty: 4016.776123
	Iteration 5Q: 3 clusters Score -493651.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -493709.843750 Penalty: 4016.776123
	Iteration 6Q: 3 clusters Score -493709.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -493773.531250 Penalty: 4016.776123
	Iteration 7Q: 3 clusters Score -493773.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -493824.562500 Penalty: 4016.776123
	Iteration 8Q: 3 clusters Score -493824.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -493882.250000 Penalty: 4016.776123
	Iteration 9Q: 3 clusters Score -493882.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -493938.000000 Penalty: 4016.776123
	Iteration 10Q: 3 clusters Score -493938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -493990.562500 Penalty: 4016.776123
	Iteration 11Q: 3 clusters Score -493990.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -494035.781250 Penalty: 4016.776123
	Iteration 12Q: 3 clusters Score -494035.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -494073.281250 Penalty: 4016.776123
	Iteration 13Q: 3 clusters Score -494073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -494107.562500 Penalty: 4016.776123
	Iteration 14Q: 3 clusters Score -494107.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -494130.062500 Penalty: 4016.776123
	Iteration 15Q: 3 clusters Score -494130.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -494148.500000 Penalty: 4016.776123
	Iteration 16Q: 3 clusters Score -494148.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -494167.406250 Penalty: 4016.776123
	Iteration 17Q: 3 clusters Score -494167.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -494184.000000 Penalty: 4016.776123
	Iteration 18Q: 3 clusters Score -494184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -494200.093750 Penalty: 4016.776123
	Iteration 19Q: 3 clusters Score -494200.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -494219.906250 Penalty: 4016.776123
	Iteration 20F: 3 clusters Score -494219.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -494237.812500 Penalty: 4016.776123
	Iteration 21Q: 3 clusters Score -494237.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -494252.250000 Penalty: 4016.776123
	Iteration 22Q: 3 clusters Score -494252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -494270.031250 Penalty: 4016.776123
	Iteration 23Q: 3 clusters Score -494270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -494279.687500 Penalty: 4016.776123
	Iteration 24Q: 3 clusters Score -494279.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -494286.406250 Penalty: 4016.776123
	Iteration 25Q: 3 clusters Score -494286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -494291.500000 Penalty: 4016.776123
	Iteration 26Q: 3 clusters Score -494291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -494293.125000 Penalty: 4016.776123
	Iteration 27Q: 3 clusters Score -494293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -494298.593750 Penalty: 4016.776123
	Iteration 28Q: 3 clusters Score -494298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -494301.375000 Penalty: 4016.776123
	Iteration 29Q: 3 clusters Score -494301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -494301.375000 Penalty: 4016.776123
	Iteration 30F: 3 clusters Score -494301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -30123.550781 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -30123.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28975.003906 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -28975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29095.339844 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -29095.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29131.457031 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -29131.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29142.087891 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -29142.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29142.087891 Penalty: 2730.644531
	Iteration 4F: 3 clusters Score -29142.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Entering Unmasked Estep 
Score: -2205927.750000 Penalty: 2376.687988
	Iteration 0F: 2 clusters Score -2205928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2195413.500000 Penalty: 4753.375977
	Iteration 0F: 3 clusters Score -2195414 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2198640.750000 Penalty: 4753.375977
	Iteration 1F: 3 clusters Score -2198641 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2199002.500000 Penalty: 4753.375977
	Iteration 2F: 3 clusters Score -2199002 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2199273.500000 Penalty: 4753.375977
	Iteration 3Q: 3 clusters Score -2199274 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2199492.250000 Penalty: 4753.375977
	Iteration 4Q: 3 clusters Score -2199492 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2199686.500000 Penalty: 4753.375977
	Iteration 5Q: 3 clusters Score -2199686 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2199897.750000 Penalty: 4753.375977
	Iteration 6Q: 3 clusters Score -2199898 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2200125.500000 Penalty: 4753.375977
	Iteration 7Q: 3 clusters Score -2200126 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2200419.750000 Penalty: 4753.375977
	Iteration 8Q: 3 clusters Score -2200420 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2200750.250000 Penalty: 4753.375977
	Iteration 9Q: 3 clusters Score -2200750 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2201132.750000 Penalty: 4753.375977
	Iteration 10Q: 3 clusters Score -2201133 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2201550.000000 Penalty: 4753.375977
	Iteration 11Q: 3 clusters Score -2201550 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2201982.250000 Penalty: 4753.375977
	Iteration 12Q: 3 clusters Score -2201982 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2202412.250000 Penalty: 4753.375977
	Iteration 13Q: 3 clusters Score -2202412 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2202799.250000 Penalty: 4753.375977
	Iteration 14Q: 3 clusters Score -2202799 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2203087.250000 Penalty: 4753.375977
	Iteration 15Q: 3 clusters Score -2203087 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2203322.000000 Penalty: 4753.375977
	Iteration 16Q: 3 clusters Score -2203322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2203477.000000 Penalty: 4753.375977
	Iteration 17Q: 3 clusters Score -2203477 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2203570.500000 Penalty: 4753.375977
	Iteration 18Q: 3 clusters Score -2203570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2203657.250000 Penalty: 4753.375977
	Iteration 19Q: 3 clusters Score -2203657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2203715.500000 Penalty: 4753.375977
	Iteration 20F: 3 clusters Score -2203716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2203758.250000 Penalty: 4753.375977
	Iteration 21Q: 3 clusters Score -2203758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2203783.500000 Penalty: 4753.375977
	Iteration 22Q: 3 clusters Score -2203784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2203800.500000 Penalty: 4753.375977
	Iteration 23Q: 3 clusters Score -2203800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2203819.250000 Penalty: 4753.375977
	Iteration 24Q: 3 clusters Score -2203819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2203836.750000 Penalty: 4753.375977
	Iteration 25Q: 3 clusters Score -2203837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2203852.750000 Penalty: 4753.375977
	Iteration 26Q: 3 clusters Score -2203853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2203863.000000 Penalty: 4753.375977
	Iteration 27Q: 3 clusters Score -2203863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2203870.000000 Penalty: 4753.375977
	Iteration 28Q: 3 clusters Score -2203870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2203882.500000 Penalty: 4753.375977
	Iteration 29Q: 3 clusters Score -2203882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2203881.250000 Penalty: 4753.375977
	Iteration 30Q: 3 clusters Score -2203881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2203886.500000 Penalty: 4753.375977
	Iteration 31Q: 3 clusters Score -2203886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2203888.750000 Penalty: 4753.375977
	Iteration 32Q: 3 clusters Score -2203889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2203894.250000 Penalty: 4753.375977
	Iteration 33Q: 3 clusters Score -2203894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2203897.750000 Penalty: 4753.375977
	Iteration 34Q: 3 clusters Score -2203898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2203899.000000 Penalty: 4753.375977
	Iteration 35Q: 3 clusters Score -2203899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2203899.000000 Penalty: 4753.375977
	Iteration 36F: 3 clusters Score -2203899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -191370.250000 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -191370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189221.468750 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -189221.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -189622.750000 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -189622.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -189780.140625 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -189780.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189884.093750 Penalty: 3566.948730
	Iteration 3F: 3 clusters Score -189884.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189955.015625 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -189955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -190027.968750 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -190028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190092.937500 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -190092.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -190141.093750 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -190141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -190178.156250 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -190178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190203.250000 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -190203.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190242.718750 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -190242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -190280.406250 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -190280.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190302.843750 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -190302.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190323.953125 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -190324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -190340.640625 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -190340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -190353.453125 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -190353.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190359.828125 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -190359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190363.718750 Penalty: 3566.948730
	Iteration 17Q: 3 clusters Score -190363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -190366.468750 Penalty: 3566.948730
	Iteration 18Q: 3 clusters Score -190366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -190367.875000 Penalty: 3566.948730
	Iteration 19Q: 3 clusters Score -190367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -190369.265625 Penalty: 3566.948730
	Iteration 20F: 3 clusters Score -190369.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -190371.000000 Penalty: 3566.948730
	Iteration 21Q: 3 clusters Score -190371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -190371.453125 Penalty: 3566.948730
	Iteration 22Q: 3 clusters Score -190371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -190372.296875 Penalty: 3566.948730
	Iteration 23Q: 3 clusters Score -190372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190372.812500 Penalty: 3566.948730
	Iteration 24Q: 3 clusters Score -190372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190372.812500 Penalty: 3566.948730
	Iteration 25F: 3 clusters Score -190372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 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 380 members 
Entering Unmasked Estep 
Score: -101776.328125 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101776.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -102109.289062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102109.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -102343.578125 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102343.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102602.757812 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -102602.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -102875.609375 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -102875.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -102998.460938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102998.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103063.765625 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -103063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103096.515625 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -103096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103113.101562 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -103113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -103125.820312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -103125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103141.054688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -103141.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103161.648438 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -103161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103177.101562 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -103177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103189.539062 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -103189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103201.078125 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -103201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103208.328125 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -103208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103212.523438 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -103212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103214.054688 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -103214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103219.953125 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -103220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103221.710938 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -103221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103221.710938 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -103221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -87273.539062 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -87273.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85697.156250 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -85697.16 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86207.828125 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -86207.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86444.804688 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -86444.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -86566.015625 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -86566.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -86653.187500 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -86653.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86697.203125 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -86697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -86707.000000 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -86707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -86715.781250 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -86715.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -86720.507812 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -86720.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -86720.507812 Penalty: 3223.894287
	Iteration 9F: 3 clusters Score -86720.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 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 72 members 
Entering Unmasked Estep 
Score: -13797.529297 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13797.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13945.474609 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13945.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -14012.306641 Penalty: 2447.499023
	Iteration 2F: 3 clusters Score -14012.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -14056.682617 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -14056.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -14056.682617 Penalty: 2447.499023
	Iteration 4F: 3 clusters Score -14056.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (110339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110339 members 
Entering Unmasked Estep 
Score: -17008894.000000 Penalty: 2879.605469
	Iteration 0F: 2 clusters Score -1.700889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -16939338.000000 Penalty: 5759.210938
	Iteration 0F: 3 clusters Score -1.693934e+07 nChanged 52444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -16970118.000000 Penalty: 5759.210938
	Iteration 1F: 3 clusters Score -1.697012e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -16971514.000000 Penalty: 5759.210938
	Iteration 2Q: 3 clusters Score -1.697151e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -16973282.000000 Penalty: 5759.210938
	Iteration 3Q: 3 clusters Score -1.697328e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -16975748.000000 Penalty: 5759.210938
	Iteration 4Q: 3 clusters Score -1.697575e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -16979398.000000 Penalty: 5759.210938
	Iteration 5F: 3 clusters Score -1.69794e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -16985020.000000 Penalty: 5759.210938
	Iteration 6F: 3 clusters Score -1.698502e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -16992324.000000 Penalty: 5759.210938
	Iteration 7F: 3 clusters Score -1.699232e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -16998000.000000 Penalty: 5759.210938
	Iteration 8F: 3 clusters Score -1.6998e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -17000360.000000 Penalty: 5759.210938
	Iteration 9Q: 3 clusters Score -1.700036e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -17001256.000000 Penalty: 5759.210938
	Iteration 10Q: 3 clusters Score -1.700126e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -17001864.000000 Penalty: 5759.210938
	Iteration 11Q: 3 clusters Score -1.700186e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -17002284.000000 Penalty: 5759.210938
	Iteration 12Q: 3 clusters Score -1.700228e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -17002618.000000 Penalty: 5759.210938
	Iteration 13Q: 3 clusters Score -1.700262e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74821 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -17003072.000000 Penalty: 5759.210938
	Iteration 14Q: 3 clusters Score -1.700307e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -17003304.000000 Penalty: 5759.210938
	Iteration 15Q: 3 clusters Score -1.70033e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -17003438.000000 Penalty: 5759.210938
	Iteration 16Q: 3 clusters Score -1.700344e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -17003556.000000 Penalty: 5759.210938
	Iteration 17Q: 3 clusters Score -1.700356e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -17003654.000000 Penalty: 5759.210938
	Iteration 18Q: 3 clusters Score -1.700365e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -17003732.000000 Penalty: 5759.210938
	Iteration 19Q: 3 clusters Score -1.700373e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -17003804.000000 Penalty: 5759.210938
	Iteration 20F: 3 clusters Score -1.70038e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -17003814.000000 Penalty: 5759.210938
	Iteration 21Q: 3 clusters Score -1.700381e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -17003846.000000 Penalty: 5759.210938
	Iteration 22Q: 3 clusters Score -1.700385e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -17003854.000000 Penalty: 5759.210938
	Iteration 23Q: 3 clusters Score -1.700385e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -17003874.000000 Penalty: 5759.210938
	Iteration 24Q: 3 clusters Score -1.700387e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -17003904.000000 Penalty: 5759.210938
	Iteration 25Q: 3 clusters Score -1.70039e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -17003952.000000 Penalty: 5759.210938
	Iteration 26Q: 3 clusters Score -1.700395e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -17003976.000000 Penalty: 5759.210938
	Iteration 27Q: 3 clusters Score -1.700398e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -17003992.000000 Penalty: 5759.210938
	Iteration 28Q: 3 clusters Score -1.700399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -17003988.000000 Penalty: 5759.210938
	Iteration 29Q: 3 clusters Score -1.700399e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -17004004.000000 Penalty: 5759.210938
	Iteration 30Q: 3 clusters Score -1.7004e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -17004030.000000 Penalty: 5759.210938
	Iteration 31Q: 3 clusters Score -1.700403e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -17004036.000000 Penalty: 5759.210938
	Iteration 32Q: 3 clusters Score -1.700404e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -17004068.000000 Penalty: 5759.210938
	Iteration 33Q: 3 clusters Score -1.700407e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -17004074.000000 Penalty: 5759.210938
	Iteration 34Q: 3 clusters Score -1.700407e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -17004116.000000 Penalty: 5759.210938
	Iteration 35Q: 3 clusters Score -1.700412e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -17004122.000000 Penalty: 5759.210938
	Iteration 36Q: 3 clusters Score -1.700412e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -17004132.000000 Penalty: 5759.210938
	Iteration 37Q: 3 clusters Score -1.700413e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -17004146.000000 Penalty: 5759.210938
	Iteration 38Q: 3 clusters Score -1.700415e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -17004200.000000 Penalty: 5759.210938
	Iteration 39Q: 3 clusters Score -1.70042e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -17004200.000000 Penalty: 5759.210938
	Iteration 40F: 3 clusters Score -1.70042e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -17004202.000000 Penalty: 5759.210938
	Iteration 41Q: 3 clusters Score -1.70042e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -17004236.000000 Penalty: 5759.210938
	Iteration 42Q: 3 clusters Score -1.700424e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -17004266.000000 Penalty: 5759.210938
	Iteration 43Q: 3 clusters Score -1.700427e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -17004264.000000 Penalty: 5759.210938
	Iteration 44Q: 3 clusters Score -1.700426e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -17004280.000000 Penalty: 5759.210938
	Iteration 45Q: 3 clusters Score -1.700428e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -17004356.000000 Penalty: 5759.210938
	Iteration 46Q: 3 clusters Score -1.700436e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -17004380.000000 Penalty: 5759.210938
	Iteration 47Q: 3 clusters Score -1.700438e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -17004448.000000 Penalty: 5759.210938
	Iteration 48Q: 3 clusters Score -1.700445e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -17004426.000000 Penalty: 5759.210938
	Iteration 49Q: 3 clusters Score -1.700443e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -17004476.000000 Penalty: 5759.210938
	Iteration 50Q: 3 clusters Score -1.700448e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -17004530.000000 Penalty: 5759.210938
	Iteration 51Q: 3 clusters Score -1.700453e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -17004550.000000 Penalty: 5759.210938
	Iteration 52Q: 3 clusters Score -1.700455e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -17004600.000000 Penalty: 5759.210938
	Iteration 53Q: 3 clusters Score -1.70046e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -17004636.000000 Penalty: 5759.210938
	Iteration 54Q: 3 clusters Score -1.700464e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -17004672.000000 Penalty: 5759.210938
	Iteration 55Q: 3 clusters Score -1.700467e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -17004702.000000 Penalty: 5759.210938
	Iteration 56Q: 3 clusters Score -1.70047e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -17004706.000000 Penalty: 5759.210938
	Iteration 57Q: 3 clusters Score -1.700471e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -17004752.000000 Penalty: 5759.210938
	Iteration 58Q: 3 clusters Score -1.700475e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -17004800.000000 Penalty: 5759.210938
	Iteration 59Q: 3 clusters Score -1.70048e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -17004884.000000 Penalty: 5759.210938
	Iteration 60F: 3 clusters Score -1.700488e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -17004920.000000 Penalty: 5759.210938
	Iteration 61Q: 3 clusters Score -1.700492e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -17004974.000000 Penalty: 5759.210938
	Iteration 62Q: 3 clusters Score -1.700497e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -17005010.000000 Penalty: 5759.210938
	Iteration 63Q: 3 clusters Score -1.700501e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -17005064.000000 Penalty: 5759.210938
	Iteration 64Q: 3 clusters Score -1.700506e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -17005142.000000 Penalty: 5759.210938
	Iteration 65Q: 3 clusters Score -1.700514e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -17005166.000000 Penalty: 5759.210938
	Iteration 66Q: 3 clusters Score -1.700517e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -17005196.000000 Penalty: 5759.210938
	Iteration 67Q: 3 clusters Score -1.70052e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -17005236.000000 Penalty: 5759.210938
	Iteration 68Q: 3 clusters Score -1.700524e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -17005306.000000 Penalty: 5759.210938
	Iteration 69Q: 3 clusters Score -1.700531e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -17005348.000000 Penalty: 5759.210938
	Iteration 70Q: 3 clusters Score -1.700535e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -17005422.000000 Penalty: 5759.210938
	Iteration 71Q: 3 clusters Score -1.700542e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -17005438.000000 Penalty: 5759.210938
	Iteration 72Q: 3 clusters Score -1.700544e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -17005484.000000 Penalty: 5759.210938
	Iteration 73Q: 3 clusters Score -1.700548e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -17005584.000000 Penalty: 5759.210938
	Iteration 74Q: 3 clusters Score -1.700558e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -17005630.000000 Penalty: 5759.210938
	Iteration 75Q: 3 clusters Score -1.700563e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -17005714.000000 Penalty: 5759.210938
	Iteration 76Q: 3 clusters Score -1.700571e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -17005782.000000 Penalty: 5759.210938
	Iteration 77Q: 3 clusters Score -1.700578e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -17005818.000000 Penalty: 5759.210938
	Iteration 78Q: 3 clusters Score -1.700582e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -17005906.000000 Penalty: 5759.210938
	Iteration 79Q: 3 clusters Score -1.700591e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -17005972.000000 Penalty: 5759.210938
	Iteration 80F: 3 clusters Score -1.700597e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -17006016.000000 Penalty: 5759.210938
	Iteration 81Q: 3 clusters Score -1.700602e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -17006136.000000 Penalty: 5759.210938
	Iteration 82Q: 3 clusters Score -1.700614e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -17006236.000000 Penalty: 5759.210938
	Iteration 83Q: 3 clusters Score -1.700624e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -17006348.000000 Penalty: 5759.210938
	Iteration 84Q: 3 clusters Score -1.700635e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -17006408.000000 Penalty: 5759.210938
	Iteration 85Q: 3 clusters Score -1.700641e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88668 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -17006522.000000 Penalty: 5759.210938
	Iteration 86Q: 3 clusters Score -1.700652e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -17006656.000000 Penalty: 5759.210938
	Iteration 87Q: 3 clusters Score -1.700666e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -17006800.000000 Penalty: 5759.210938
	Iteration 88Q: 3 clusters Score -1.70068e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -17006858.000000 Penalty: 5759.210938
	Iteration 89Q: 3 clusters Score -1.700686e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -17006934.000000 Penalty: 5759.210938
	Iteration 90Q: 3 clusters Score -1.700693e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -17007086.000000 Penalty: 5759.210938
	Iteration 91Q: 3 clusters Score -1.700709e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -17007224.000000 Penalty: 5759.210938
	Iteration 92Q: 3 clusters Score -1.700722e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92605 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -17007404.000000 Penalty: 5759.210938
	Iteration 93Q: 3 clusters Score -1.70074e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -17007580.000000 Penalty: 5759.210938
	Iteration 94Q: 3 clusters Score -1.700758e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94126 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -17007842.000000 Penalty: 5759.210938
	Iteration 95Q: 3 clusters Score -1.700784e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -17008018.000000 Penalty: 5759.210938
	Iteration 96Q: 3 clusters Score -1.700802e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -17008124.000000 Penalty: 5759.210938
	Iteration 97Q: 3 clusters Score -1.700812e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97510 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -17008308.000000 Penalty: 5759.210938
	Iteration 98Q: 3 clusters Score -1.700831e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -17008162.000000 Penalty: 5759.210938
	Iteration 99Q: 3 clusters Score -1.700816e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -17008110.000000 Penalty: 5759.210938
	Iteration 100F: 3 clusters Score -1.700811e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -17008018.000000 Penalty: 5759.210938
	Iteration 101Q: 3 clusters Score -1.700802e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103769 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -17007870.000000 Penalty: 5759.210938
	Iteration 102Q: 3 clusters Score -1.700787e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -17007642.000000 Penalty: 5759.210938
	Iteration 103Q: 3 clusters Score -1.700764e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -17007502.000000 Penalty: 5759.210938
	Iteration 104Q: 3 clusters Score -1.70075e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -17007344.000000 Penalty: 5759.210938
	Iteration 105Q: 3 clusters Score -1.700734e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -17007228.000000 Penalty: 5759.210938
	Iteration 106Q: 3 clusters Score -1.700723e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -17007142.000000 Penalty: 5759.210938
	Iteration 107Q: 3 clusters Score -1.700714e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17007070.000000 Penalty: 5759.210938
	Iteration 108Q: 3 clusters Score -1.700707e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17006994.000000 Penalty: 5759.210938
	Iteration 109Q: 3 clusters Score -1.700699e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109186 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -17006902.000000 Penalty: 5759.210938
	Iteration 110Q: 3 clusters Score -1.70069e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17006908.000000 Penalty: 5759.210938
	Iteration 111Q: 3 clusters Score -1.700691e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109423 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17006860.000000 Penalty: 5759.210938
	Iteration 112Q: 3 clusters Score -1.700686e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -17006852.000000 Penalty: 5759.210938
	Iteration 113Q: 3 clusters Score -1.700685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -17006874.000000 Penalty: 5759.210938
	Iteration 114Q: 3 clusters Score -1.700687e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -17006844.000000 Penalty: 5759.210938
	Iteration 115Q: 3 clusters Score -1.700684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -17006818.000000 Penalty: 5759.210938
	Iteration 116Q: 3 clusters Score -1.700682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17006804.000000 Penalty: 5759.210938
	Iteration 117Q: 3 clusters Score -1.70068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 5759.210938
	Iteration 118Q: 3 clusters Score -1.700681e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -17006796.000000 Penalty: 5759.210938
	Iteration 119Q: 3 clusters Score -1.70068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109688 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -17006804.000000 Penalty: 5759.210938
	Iteration 120F: 3 clusters Score -1.70068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109696 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -17006804.000000 Penalty: 5759.210938
	Iteration 121Q: 3 clusters Score -1.70068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -17006804.000000 Penalty: 5759.210938
	Iteration 122Q: 3 clusters Score -1.70068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 5759.210938
	Iteration 123Q: 3 clusters Score -1.700681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17006794.000000 Penalty: 5759.210938
	Iteration 124Q: 3 clusters Score -1.700679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -17006804.000000 Penalty: 5759.210938
	Iteration 125Q: 3 clusters Score -1.70068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -17006806.000000 Penalty: 5759.210938
	Iteration 126Q: 3 clusters Score -1.700681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 5759.210938
	Iteration 127Q: 3 clusters Score -1.700681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17006800.000000 Penalty: 5759.210938
	Iteration 128Q: 3 clusters Score -1.70068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -17006810.000000 Penalty: 5759.210938
	Iteration 129Q: 3 clusters Score -1.700681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17006808.000000 Penalty: 5759.210938
	Iteration 130Q: 3 clusters Score -1.700681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17006798.000000 Penalty: 5759.210938
	Iteration 131Q: 3 clusters Score -1.70068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -17006798.000000 Penalty: 5759.210938
	Iteration 132F: 3 clusters Score -1.70068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -84146.828125 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -84146.83 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 306 members 
Entering Unmasked Estep 
Score: -82536.687500 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -82536.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82757.718750 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -82757.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82845.242188 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -82845.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82901.718750 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -82901.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82934.265625 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -82934.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82965.328125 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -82965.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83011.984375 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -83011.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83081.773438 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -83081.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83126.070312 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -83126.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83172.171875 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -83172.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83261.859375 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -83261.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83389.203125 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -83389.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83532.203125 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -83532.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83601.031250 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -83601.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83670.671875 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -83670.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83697.226562 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -83697.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83711.179688 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -83711.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83711.179688 Penalty: 3177.812500
	Iteration 17F: 3 clusters Score -83711.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72454.890625 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -72454.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70902.546875 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -70902.55 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71096.484375 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -71096.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71167.359375 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -71167.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71200.906250 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -71200.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71221.617188 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -71221.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71241.796875 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -71241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -71259.906250 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -71259.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71274.054688 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -71274.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71290.828125 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -71290.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71297.093750 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -71297.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71299.960938 Penalty: 3203.335693
	Iteration 10Q: 3 clusters Score -71299.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71308.468750 Penalty: 3203.335693
	Iteration 11Q: 3 clusters Score -71308.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71323.539062 Penalty: 3203.335693
	Iteration 12Q: 3 clusters Score -71323.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71342.984375 Penalty: 3203.335693
	Iteration 13Q: 3 clusters Score -71342.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71373.359375 Penalty: 3203.335693
	Iteration 14Q: 3 clusters Score -71373.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71395.671875 Penalty: 3203.335693
	Iteration 15Q: 3 clusters Score -71395.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71403.234375 Penalty: 3203.335693
	Iteration 16Q: 3 clusters Score -71403.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71406.367188 Penalty: 3203.335693
	Iteration 17Q: 3 clusters Score -71406.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71408.875000 Penalty: 3203.335693
	Iteration 18Q: 3 clusters Score -71408.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71408.875000 Penalty: 3203.335693
	Iteration 19F: 3 clusters Score -71408.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -177350.921875 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -177350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175224.421875 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -175224.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -175525.750000 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -175525.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -175628.140625 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -175628.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175701.437500 Penalty: 3527.310059
	Iteration 3Q: 3 clusters Score -175701.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175754.312500 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -175754.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -175795.031250 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -175795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -175815.781250 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -175815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175830.015625 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -175830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175836.796875 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -175836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -175842.484375 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -175842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -175846.421875 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -175846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175848.906250 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -175848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -175852.484375 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -175852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -175853.078125 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -175853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175853.937500 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -175853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -175853.937500 Penalty: 3527.310059
	Iteration 15F: 3 clusters Score -175853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19711.792969 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19711.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19863.273438 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19863.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19913.031250 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19913.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19958.148438 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19958.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19971.562500 Penalty: 2583.905029
	Iteration 4Q: 3 clusters Score -19971.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19976.896484 Penalty: 2583.905029
	Iteration 5Q: 3 clusters Score -19976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -19985.646484 Penalty: 2583.905029
	Iteration 6Q: 3 clusters Score -19985.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19991.117188 Penalty: 2583.905029
	Iteration 7Q: 3 clusters Score -19991.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19991.117188 Penalty: 2583.905029
	Iteration 8F: 3 clusters Score -19991.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (117860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Entering Unmasked Estep 
Score: -18137522.000000 Penalty: 2895.958740
	Iteration 0F: 2 clusters Score -1.813752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -18064090.000000 Penalty: 5791.917480
	Iteration 0F: 3 clusters Score -1.806409e+07 nChanged 56065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -18096654.000000 Penalty: 5791.917480
	Iteration 1F: 3 clusters Score -1.809665e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -18097996.000000 Penalty: 5791.917480
	Iteration 2Q: 3 clusters Score -1.8098e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -18099652.000000 Penalty: 5791.917480
	Iteration 3Q: 3 clusters Score -1.809965e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -18101950.000000 Penalty: 5791.917480
	Iteration 4Q: 3 clusters Score -1.810195e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -18105060.000000 Penalty: 5791.917480
	Iteration 5F: 3 clusters Score -1.810506e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -18108886.000000 Penalty: 5791.917480
	Iteration 6F: 3 clusters Score -1.810889e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -18113568.000000 Penalty: 5791.917480
	Iteration 7F: 3 clusters Score -1.811357e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -18118490.000000 Penalty: 5791.917480
	Iteration 8F: 3 clusters Score -1.811849e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -18121794.000000 Penalty: 5791.917480
	Iteration 9F: 3 clusters Score -1.812179e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -18123346.000000 Penalty: 5791.917480
	Iteration 10Q: 3 clusters Score -1.812335e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -18124042.000000 Penalty: 5791.917480
	Iteration 11Q: 3 clusters Score -1.812404e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -18124168.000000 Penalty: 5791.917480
	Iteration 12Q: 3 clusters Score -1.812417e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -18124300.000000 Penalty: 5791.917480
	Iteration 13Q: 3 clusters Score -1.81243e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -18124308.000000 Penalty: 5791.917480
	Iteration 14Q: 3 clusters Score -1.812431e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -18124362.000000 Penalty: 5791.917480
	Iteration 15Q: 3 clusters Score -1.812436e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -18124452.000000 Penalty: 5791.917480
	Iteration 16Q: 3 clusters Score -1.812445e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -18124490.000000 Penalty: 5791.917480
	Iteration 17Q: 3 clusters Score -1.812449e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -18124600.000000 Penalty: 5791.917480
	Iteration 18Q: 3 clusters Score -1.81246e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -18124682.000000 Penalty: 5791.917480
	Iteration 19Q: 3 clusters Score -1.812468e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -18124766.000000 Penalty: 5791.917480
	Iteration 20F: 3 clusters Score -1.812477e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -18124838.000000 Penalty: 5791.917480
	Iteration 21Q: 3 clusters Score -1.812484e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -18124980.000000 Penalty: 5791.917480
	Iteration 22Q: 3 clusters Score -1.812498e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -18125042.000000 Penalty: 5791.917480
	Iteration 23Q: 3 clusters Score -1.812504e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -18125130.000000 Penalty: 5791.917480
	Iteration 24Q: 3 clusters Score -1.812513e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -18125196.000000 Penalty: 5791.917480
	Iteration 25Q: 3 clusters Score -1.81252e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -18125312.000000 Penalty: 5791.917480
	Iteration 26Q: 3 clusters Score -1.812531e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -18125408.000000 Penalty: 5791.917480
	Iteration 27Q: 3 clusters Score -1.812541e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -18125462.000000 Penalty: 5791.917480
	Iteration 28Q: 3 clusters Score -1.812546e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -18125538.000000 Penalty: 5791.917480
	Iteration 29Q: 3 clusters Score -1.812554e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -18125616.000000 Penalty: 5791.917480
	Iteration 30Q: 3 clusters Score -1.812562e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -18125792.000000 Penalty: 5791.917480
	Iteration 31Q: 3 clusters Score -1.812579e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -18125928.000000 Penalty: 5791.917480
	Iteration 32Q: 3 clusters Score -1.812593e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -18126038.000000 Penalty: 5791.917480
	Iteration 33Q: 3 clusters Score -1.812604e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -18126126.000000 Penalty: 5791.917480
	Iteration 34Q: 3 clusters Score -1.812613e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -18126230.000000 Penalty: 5791.917480
	Iteration 35Q: 3 clusters Score -1.812623e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -18126320.000000 Penalty: 5791.917480
	Iteration 36Q: 3 clusters Score -1.812632e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -18126538.000000 Penalty: 5791.917480
	Iteration 37Q: 3 clusters Score -1.812654e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -18126612.000000 Penalty: 5791.917480
	Iteration 38Q: 3 clusters Score -1.812661e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -18126698.000000 Penalty: 5791.917480
	Iteration 39Q: 3 clusters Score -1.81267e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -18126856.000000 Penalty: 5791.917480
	Iteration 40F: 3 clusters Score -1.812686e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -18127082.000000 Penalty: 5791.917480
	Iteration 41Q: 3 clusters Score -1.812708e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -18127256.000000 Penalty: 5791.917480
	Iteration 42Q: 3 clusters Score -1.812726e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -18127378.000000 Penalty: 5791.917480
	Iteration 43Q: 3 clusters Score -1.812738e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -18127650.000000 Penalty: 5791.917480
	Iteration 44Q: 3 clusters Score -1.812765e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -18127852.000000 Penalty: 5791.917480
	Iteration 45Q: 3 clusters Score -1.812785e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -18128218.000000 Penalty: 5791.917480
	Iteration 46Q: 3 clusters Score -1.812822e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -18128602.000000 Penalty: 5791.917480
	Iteration 47Q: 3 clusters Score -1.81286e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -18129078.000000 Penalty: 5791.917480
	Iteration 48Q: 3 clusters Score -1.812908e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -18129766.000000 Penalty: 5791.917480
	Iteration 49Q: 3 clusters Score -1.812977e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -18130426.000000 Penalty: 5791.917480
	Iteration 50Q: 3 clusters Score -1.813043e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -18131134.000000 Penalty: 5791.917480
	Iteration 51Q: 3 clusters Score -1.813113e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -18131932.000000 Penalty: 5791.917480
	Iteration 52Q: 3 clusters Score -1.813193e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -18132594.000000 Penalty: 5791.917480
	Iteration 53Q: 3 clusters Score -1.813259e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -18133220.000000 Penalty: 5791.917480
	Iteration 54Q: 3 clusters Score -1.813322e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -18133838.000000 Penalty: 5791.917480
	Iteration 55Q: 3 clusters Score -1.813384e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 91013 members 
Entering Unmasked Estep 
Score: -18134370.000000 Penalty: 5791.917480
	Iteration 56Q: 3 clusters Score -1.813437e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -18134866.000000 Penalty: 5791.917480
	Iteration 57Q: 3 clusters Score -1.813487e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -18135280.000000 Penalty: 5791.917480
	Iteration 58Q: 3 clusters Score -1.813528e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -18135578.000000 Penalty: 5791.917480
	Iteration 59Q: 3 clusters Score -1.813558e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -18135846.000000 Penalty: 5791.917480
	Iteration 60F: 3 clusters Score -1.813585e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -18136124.000000 Penalty: 5791.917480
	Iteration 61Q: 3 clusters Score -1.813612e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -18136364.000000 Penalty: 5791.917480
	Iteration 62Q: 3 clusters Score -1.813636e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -18136474.000000 Penalty: 5791.917480
	Iteration 63Q: 3 clusters Score -1.813647e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -18136574.000000 Penalty: 5791.917480
	Iteration 64Q: 3 clusters Score -1.813657e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -18136702.000000 Penalty: 5791.917480
	Iteration 65Q: 3 clusters Score -1.81367e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -18136758.000000 Penalty: 5791.917480
	Iteration 66Q: 3 clusters Score -1.813676e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -18136860.000000 Penalty: 5791.917480
	Iteration 67Q: 3 clusters Score -1.813686e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -18136864.000000 Penalty: 5791.917480
	Iteration 68Q: 3 clusters Score -1.813686e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -18136844.000000 Penalty: 5791.917480
	Iteration 69Q: 3 clusters Score -1.813684e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 107223 members 
Entering Unmasked Estep 
Score: -18136812.000000 Penalty: 5791.917480
	Iteration 70Q: 3 clusters Score -1.813681e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -18136672.000000 Penalty: 5791.917480
	Iteration 71Q: 3 clusters Score -1.813667e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -18136672.000000 Penalty: 5791.917480
	Iteration 72Q: 3 clusters Score -1.813667e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -18136680.000000 Penalty: 5791.917480
	Iteration 73Q: 3 clusters Score -1.813668e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -18136596.000000 Penalty: 5791.917480
	Iteration 74Q: 3 clusters Score -1.81366e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -18136676.000000 Penalty: 5791.917480
	Iteration 75Q: 3 clusters Score -1.813668e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -18136670.000000 Penalty: 5791.917480
	Iteration 76Q: 3 clusters Score -1.813667e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 112360 members 
Entering Unmasked Estep 
Score: -18136676.000000 Penalty: 5791.917480
	Iteration 77Q: 3 clusters Score -1.813668e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -18136614.000000 Penalty: 5791.917480
	Iteration 78Q: 3 clusters Score -1.813661e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -18136636.000000 Penalty: 5791.917480
	Iteration 79Q: 3 clusters Score -1.813664e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -18136606.000000 Penalty: 5791.917480
	Iteration 80F: 3 clusters Score -1.813661e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -18136584.000000 Penalty: 5791.917480
	Iteration 81Q: 3 clusters Score -1.813658e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -18136530.000000 Penalty: 5791.917480
	Iteration 82Q: 3 clusters Score -1.813653e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 114539 members 
Entering Unmasked Estep 
Score: -18136482.000000 Penalty: 5791.917480
	Iteration 83Q: 3 clusters Score -1.813648e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 114807 members 
Entering Unmasked Estep 
Score: -18136460.000000 Penalty: 5791.917480
	Iteration 84Q: 3 clusters Score -1.813646e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 115024 members 
Entering Unmasked Estep 
Score: -18136394.000000 Penalty: 5791.917480
	Iteration 85Q: 3 clusters Score -1.813639e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -18136336.000000 Penalty: 5791.917480
	Iteration 86Q: 3 clusters Score -1.813634e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -18136318.000000 Penalty: 5791.917480
	Iteration 87Q: 3 clusters Score -1.813632e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -18136302.000000 Penalty: 5791.917480
	Iteration 88Q: 3 clusters Score -1.81363e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -18136306.000000 Penalty: 5791.917480
	Iteration 89Q: 3 clusters Score -1.813631e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -18136244.000000 Penalty: 5791.917480
	Iteration 90Q: 3 clusters Score -1.813624e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -18136204.000000 Penalty: 5791.917480
	Iteration 91Q: 3 clusters Score -1.81362e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 115911 members 
Entering Unmasked Estep 
Score: -18136146.000000 Penalty: 5791.917480
	Iteration 92Q: 3 clusters Score -1.813615e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 115986 members 
Entering Unmasked Estep 
Score: -18136190.000000 Penalty: 5791.917480
	Iteration 93Q: 3 clusters Score -1.813619e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 116049 members 
Entering Unmasked Estep 
Score: -18136180.000000 Penalty: 5791.917480
	Iteration 94Q: 3 clusters Score -1.813618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -18136174.000000 Penalty: 5791.917480
	Iteration 95Q: 3 clusters Score -1.813617e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 116145 members 
Entering Unmasked Estep 
Score: -18136146.000000 Penalty: 5791.917480
	Iteration 96Q: 3 clusters Score -1.813615e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -18136150.000000 Penalty: 5791.917480
	Iteration 97Q: 3 clusters Score -1.813615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -18136154.000000 Penalty: 5791.917480
	Iteration 98Q: 3 clusters Score -1.813615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -18136140.000000 Penalty: 5791.917480
	Iteration 99Q: 3 clusters Score -1.813614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -18136150.000000 Penalty: 5791.917480
	Iteration 100F: 3 clusters Score -1.813615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 116315 members 
Entering Unmasked Estep 
Score: -18136144.000000 Penalty: 5791.917480
	Iteration 101Q: 3 clusters Score -1.813614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 116344 members 
Entering Unmasked Estep 
Score: -18136140.000000 Penalty: 5791.917480
	Iteration 102Q: 3 clusters Score -1.813614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -18136152.000000 Penalty: 5791.917480
	Iteration 103Q: 3 clusters Score -1.813615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -18136124.000000 Penalty: 5791.917480
	Iteration 104Q: 3 clusters Score -1.813612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -18136110.000000 Penalty: 5791.917480
	Iteration 105Q: 3 clusters Score -1.813611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -18136102.000000 Penalty: 5791.917480
	Iteration 106Q: 3 clusters Score -1.81361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 116463 members 
Entering Unmasked Estep 
Score: -18136098.000000 Penalty: 5791.917480
	Iteration 107Q: 3 clusters Score -1.81361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -18136110.000000 Penalty: 5791.917480
	Iteration 108Q: 3 clusters Score -1.813611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -18136100.000000 Penalty: 5791.917480
	Iteration 109Q: 3 clusters Score -1.81361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -18136112.000000 Penalty: 5791.917480
	Iteration 110Q: 3 clusters Score -1.813611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 116517 members 
Entering Unmasked Estep 
Score: -18136106.000000 Penalty: 5791.917480
	Iteration 111Q: 3 clusters Score -1.813611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -18136112.000000 Penalty: 5791.917480
	Iteration 112Q: 3 clusters Score -1.813611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -18136106.000000 Penalty: 5791.917480
	Iteration 113Q: 3 clusters Score -1.813611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -18136108.000000 Penalty: 5791.917480
	Iteration 114Q: 3 clusters Score -1.813611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -18136106.000000 Penalty: 5791.917480
	Iteration 115Q: 3 clusters Score -1.813611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 116541 members 
Entering Unmasked Estep 
Score: -18136106.000000 Penalty: 5791.917480
	Iteration 116F: 3 clusters Score -1.813611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: 8831.211914 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 8831.212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160327 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30773 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37033 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40562 members 
Mstep: Class 26 contains 16897 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110339 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117860 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155280.000000 Penalty: 136814.000000
Iteration 439Q: 42 clusters Score -1.041553e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160359 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37031 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40545 members 
Mstep: Class 26 contains 16899 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110331 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117856 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155376.000000 Penalty: 136814.000000
Iteration 440F: 42 clusters Score -1.041554e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160383 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26331 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22409 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37030 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40536 members 
Mstep: Class 26 contains 16898 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110324 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117848 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155464.000000 Penalty: 136814.000000
Iteration 441Q: 42 clusters Score -1.041555e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160418 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22409 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37030 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40518 members 
Mstep: Class 26 contains 16900 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110321 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117832 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155480.000000 Penalty: 136814.000000
Iteration 442Q: 42 clusters Score -1.041555e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160454 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22409 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37029 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40503 members 
Mstep: Class 26 contains 16899 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110317 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117822 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155504.000000 Penalty: 136814.000000
Iteration 443Q: 42 clusters Score -1.041555e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160465 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3260 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22411 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37028 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40496 members 
Mstep: Class 26 contains 16900 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110314 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117821 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155512.000000 Penalty: 136814.000000
Iteration 444Q: 42 clusters Score -1.041555e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160490 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37026 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40489 members 
Mstep: Class 26 contains 16902 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110306 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117810 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155544.000000 Penalty: 136814.000000
Iteration 445Q: 42 clusters Score -1.041555e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160505 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26330 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22413 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37025 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40480 members 
Mstep: Class 26 contains 16906 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110289 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117815 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155472.000000 Penalty: 136814.000000
Iteration 446Q: 42 clusters Score -1.041555e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160534 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 37025 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40470 members 
Mstep: Class 26 contains 16906 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110274 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117811 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155552.000000 Penalty: 136814.000000
Iteration 447Q: 42 clusters Score -1.041556e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160553 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22413 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37025 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40467 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110262 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117807 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155544.000000 Penalty: 136814.000000
Iteration 448Q: 42 clusters Score -1.041555e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160563 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26329 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22414 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37023 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40461 members 
Mstep: Class 26 contains 16910 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110238 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117824 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155584.000000 Penalty: 136814.000000
Iteration 449Q: 42 clusters Score -1.041556e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160569 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37019 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40450 members 
Mstep: Class 26 contains 16907 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110238 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117835 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155488.000000 Penalty: 136814.000000
Iteration 450Q: 42 clusters Score -1.041555e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160583 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15865 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37017 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40442 members 
Mstep: Class 26 contains 16906 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110233 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117834 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155400.000000 Penalty: 136814.000000
Iteration 451Q: 42 clusters Score -1.041554e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160585 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37015 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40443 members 
Mstep: Class 26 contains 16907 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110227 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117843 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155432.000000 Penalty: 136814.000000
Iteration 452Q: 42 clusters Score -1.041554e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160595 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15864 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37015 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40439 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110212 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117853 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155416.000000 Penalty: 136814.000000
Iteration 453Q: 42 clusters Score -1.041554e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160608 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37013 members 
Mstep: Class 24 contains 4476 members 
Mstep: Class 25 contains 40431 members 
Mstep: Class 26 contains 16910 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110211 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117852 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155440.000000 Penalty: 136814.000000
Iteration 454Q: 42 clusters Score -1.041554e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160613 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 37014 members 
Mstep: Class 24 contains 4477 members 
Mstep: Class 25 contains 40427 members 
Mstep: Class 26 contains 16908 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110204 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117861 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155448.000000 Penalty: 136814.000000
Iteration 455Q: 42 clusters Score -1.041554e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 160607 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 37013 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40421 members 
Mstep: Class 26 contains 16909 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110208 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117867 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155416.000000 Penalty: 136814.000000
Iteration 456Q: 42 clusters Score -1.041554e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160611 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40417 members 
Mstep: Class 26 contains 16909 members 
Mstep: Class 27 contains 11010 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110195 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117884 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155392.000000 Penalty: 136814.000000
Iteration 457Q: 42 clusters Score -1.041554e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160612 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40416 members 
Mstep: Class 26 contains 16910 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110192 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117888 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155384.000000 Penalty: 136814.000000
Iteration 458Q: 42 clusters Score -1.041554e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160615 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40412 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110198 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117882 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155448.000000 Penalty: 136814.000000
Iteration 459Q: 42 clusters Score -1.041554e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160617 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2296 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40407 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110208 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117877 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155400.000000 Penalty: 136814.000000
Iteration 460F: 42 clusters Score -1.041554e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160630 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40398 members 
Mstep: Class 26 contains 16913 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14520 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110221 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117859 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155336.000000 Penalty: 136814.000000
Iteration 461Q: 42 clusters Score -1.041553e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160641 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40384 members 
Mstep: Class 26 contains 16913 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110225 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117862 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155440.000000 Penalty: 136814.000000
Iteration 462Q: 42 clusters Score -1.041554e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160648 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40374 members 
Mstep: Class 26 contains 16914 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110232 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117855 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155464.000000 Penalty: 136814.000000
Iteration 463Q: 42 clusters Score -1.041555e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160648 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40367 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110235 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117857 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155536.000000 Penalty: 136814.000000
Iteration 464Q: 42 clusters Score -1.041555e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160660 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26328 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22414 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37009 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40362 members 
Mstep: Class 26 contains 16916 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110239 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117846 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155592.000000 Penalty: 136814.000000
Iteration 465Q: 42 clusters Score -1.041556e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160672 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26326 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4399 members 
Mstep: Class 23 contains 37007 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40360 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110245 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117832 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155568.000000 Penalty: 136814.000000
Iteration 466Q: 42 clusters Score -1.041556e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 160697 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30774 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3266 members 
Mstep: Class 7 contains 26324 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4400 members 
Mstep: Class 23 contains 37002 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 40359 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110236 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117819 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155656.000000 Penalty: 136814.000000
Iteration 467Q: 42 clusters Score -1.041557e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160731 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 36998 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40342 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110233 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117814 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155720.000000 Penalty: 136814.000000
Iteration 468Q: 42 clusters Score -1.041557e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160749 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 36995 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40335 members 
Mstep: Class 26 contains 16916 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14524 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110232 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117809 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155704.000000 Penalty: 136814.000000
Iteration 469Q: 42 clusters Score -1.041557e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160778 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22416 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 36995 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40327 members 
Mstep: Class 26 contains 16916 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110227 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117794 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155696.000000 Penalty: 136814.000000
Iteration 470Q: 42 clusters Score -1.041557e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160801 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40322 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110212 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117791 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155648.000000 Penalty: 136814.000000
Iteration 471Q: 42 clusters Score -1.041556e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160810 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40316 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110207 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117788 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155632.000000 Penalty: 136814.000000
Iteration 472Q: 42 clusters Score -1.041556e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160822 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40311 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110197 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117787 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155712.000000 Penalty: 136814.000000
Iteration 473Q: 42 clusters Score -1.041557e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160826 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40305 members 
Mstep: Class 26 contains 16922 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110196 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117791 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155664.000000 Penalty: 136814.000000
Iteration 474Q: 42 clusters Score -1.041557e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160835 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40301 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110191 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117792 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155624.000000 Penalty: 136814.000000
Iteration 475Q: 42 clusters Score -1.041556e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160841 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40302 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110183 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117794 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155640.000000 Penalty: 136814.000000
Iteration 476Q: 42 clusters Score -1.041556e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160846 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40297 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110182 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117796 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155672.000000 Penalty: 136814.000000
Iteration 477Q: 42 clusters Score -1.041557e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160849 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40293 members 
Mstep: Class 26 contains 16921 members 
Mstep: Class 27 contains 11005 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110177 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117804 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155640.000000 Penalty: 136814.000000
Iteration 478Q: 42 clusters Score -1.041556e+08 nChanged 38
Entering ConstructFrom: 
Score: -104155640.000000 Penalty: 136814.000000
Entering ConstructFrom: 
Trying to split cluster 1 (16494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Entering Unmasked Estep 
Score: -2318045.000000 Penalty: 2408.266357
	Iteration 0F: 2 clusters Score -2318045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2306307.750000 Penalty: 4816.532715
	Iteration 0F: 3 clusters Score -2306308 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2310645.500000 Penalty: 4816.532715
	Iteration 1F: 3 clusters Score -2310646 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2311568.000000 Penalty: 4816.532715
	Iteration 2F: 3 clusters Score -2311568 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2312389.750000 Penalty: 4816.532715
	Iteration 3F: 3 clusters Score -2312390 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2313105.250000 Penalty: 4816.532715
	Iteration 4F: 3 clusters Score -2313105 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2313786.500000 Penalty: 4816.532715
	Iteration 5F: 3 clusters Score -2313786 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2314397.000000 Penalty: 4816.532715
	Iteration 6Q: 3 clusters Score -2314397 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2314884.000000 Penalty: 4816.532715
	Iteration 7Q: 3 clusters Score -2314884 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2315274.500000 Penalty: 4816.532715
	Iteration 8Q: 3 clusters Score -2315274 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2315560.500000 Penalty: 4816.532715
	Iteration 9Q: 3 clusters Score -2315560 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2315811.500000 Penalty: 4816.532715
	Iteration 10Q: 3 clusters Score -2315812 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2316025.500000 Penalty: 4816.532715
	Iteration 11Q: 3 clusters Score -2316026 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2316211.500000 Penalty: 4816.532715
	Iteration 12Q: 3 clusters Score -2316212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2316342.500000 Penalty: 4816.532715
	Iteration 13Q: 3 clusters Score -2316342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2316442.000000 Penalty: 4816.532715
	Iteration 14Q: 3 clusters Score -2316442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2316509.750000 Penalty: 4816.532715
	Iteration 15Q: 3 clusters Score -2316510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2316568.250000 Penalty: 4816.532715
	Iteration 16Q: 3 clusters Score -2316568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2316609.000000 Penalty: 4816.532715
	Iteration 17Q: 3 clusters Score -2316609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2316622.500000 Penalty: 4816.532715
	Iteration 18Q: 3 clusters Score -2316622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2316641.000000 Penalty: 4816.532715
	Iteration 19Q: 3 clusters Score -2316641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2316655.750000 Penalty: 4816.532715
	Iteration 20F: 3 clusters Score -2316656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2316668.500000 Penalty: 4816.532715
	Iteration 21Q: 3 clusters Score -2316668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2316679.250000 Penalty: 4816.532715
	Iteration 22Q: 3 clusters Score -2316679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2316692.000000 Penalty: 4816.532715
	Iteration 23Q: 3 clusters Score -2316692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2316697.750000 Penalty: 4816.532715
	Iteration 24Q: 3 clusters Score -2316698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2316714.250000 Penalty: 4816.532715
	Iteration 25Q: 3 clusters Score -2316714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2316721.250000 Penalty: 4816.532715
	Iteration 26Q: 3 clusters Score -2316721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2316730.250000 Penalty: 4816.532715
	Iteration 27Q: 3 clusters Score -2316730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2316745.250000 Penalty: 4816.532715
	Iteration 28Q: 3 clusters Score -2316745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2316755.250000 Penalty: 4816.532715
	Iteration 29Q: 3 clusters Score -2316755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2316761.250000 Penalty: 4816.532715
	Iteration 30Q: 3 clusters Score -2316761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2316769.000000 Penalty: 4816.532715
	Iteration 31Q: 3 clusters Score -2316769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2316776.500000 Penalty: 4816.532715
	Iteration 32Q: 3 clusters Score -2316776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2316779.750000 Penalty: 4816.532715
	Iteration 33Q: 3 clusters Score -2316780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2316782.500000 Penalty: 4816.532715
	Iteration 34Q: 3 clusters Score -2316782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2316787.500000 Penalty: 4816.532715
	Iteration 35Q: 3 clusters Score -2316788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2316789.750000 Penalty: 4816.532715
	Iteration 36Q: 3 clusters Score -2316790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2316793.500000 Penalty: 4816.532715
	Iteration 37Q: 3 clusters Score -2316794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2316795.750000 Penalty: 4816.532715
	Iteration 38Q: 3 clusters Score -2316796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2316801.750000 Penalty: 4816.532715
	Iteration 39Q: 3 clusters Score -2316802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2316805.250000 Penalty: 4816.532715
	Iteration 40F: 3 clusters Score -2316805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2316803.250000 Penalty: 4816.532715
	Iteration 41Q: 3 clusters Score -2316803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2316805.250000 Penalty: 4816.532715
	Iteration 42Q: 3 clusters Score -2316805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2316805.000000 Penalty: 4816.532715
	Iteration 43Q: 3 clusters Score -2316805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2316808.250000 Penalty: 4816.532715
	Iteration 44Q: 3 clusters Score -2316808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2316805.750000 Penalty: 4816.532715
	Iteration 45Q: 3 clusters Score -2316806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2316812.000000 Penalty: 4816.532715
	Iteration 46Q: 3 clusters Score -2316812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2316813.000000 Penalty: 4816.532715
	Iteration 47Q: 3 clusters Score -2316813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2316818.000000 Penalty: 4816.532715
	Iteration 48Q: 3 clusters Score -2316818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2316823.000000 Penalty: 4816.532715
	Iteration 49Q: 3 clusters Score -2316823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2316822.250000 Penalty: 4816.532715
	Iteration 50Q: 3 clusters Score -2316822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2316823.250000 Penalty: 4816.532715
	Iteration 51Q: 3 clusters Score -2316823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2316823.750000 Penalty: 4816.532715
	Iteration 52Q: 3 clusters Score -2316824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2316824.750000 Penalty: 4816.532715
	Iteration 53Q: 3 clusters Score -2316825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2316827.500000 Penalty: 4816.532715
	Iteration 54Q: 3 clusters Score -2316828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2316827.500000 Penalty: 4816.532715
	Iteration 55F: 3 clusters Score -2316828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160854 members 
Entering Unmasked Estep 
Score: -24744882.000000 Penalty: 2973.086670
	Iteration 0F: 2 clusters Score -2.474488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -24647982.000000 Penalty: 5946.173340
	Iteration 0F: 3 clusters Score -2.464798e+07 nChanged 76873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -24693472.000000 Penalty: 5946.173340
	Iteration 1F: 3 clusters Score -2.469347e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -24695858.000000 Penalty: 5946.173340
	Iteration 2Q: 3 clusters Score -2.469586e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -24699464.000000 Penalty: 5946.173340
	Iteration 3Q: 3 clusters Score -2.469946e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -24704694.000000 Penalty: 5946.173340
	Iteration 4F: 3 clusters Score -2.470469e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -24712152.000000 Penalty: 5946.173340
	Iteration 5F: 3 clusters Score -2.471215e+07 nChanged 11638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -24721098.000000 Penalty: 5946.173340
	Iteration 6F: 3 clusters Score -2.47211e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -24728150.000000 Penalty: 5946.173340
	Iteration 7F: 3 clusters Score -2.472815e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -24731290.000000 Penalty: 5946.173340
	Iteration 8F: 3 clusters Score -2.473129e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -24732338.000000 Penalty: 5946.173340
	Iteration 9Q: 3 clusters Score -2.473234e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 81491 members 
Entering Unmasked Estep 
Score: -24732862.000000 Penalty: 5946.173340
	Iteration 10Q: 3 clusters Score -2.473286e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -24733116.000000 Penalty: 5946.173340
	Iteration 11Q: 3 clusters Score -2.473312e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -24733360.000000 Penalty: 5946.173340
	Iteration 12Q: 3 clusters Score -2.473336e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -24733634.000000 Penalty: 5946.173340
	Iteration 13Q: 3 clusters Score -2.473363e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -24733856.000000 Penalty: 5946.173340
	Iteration 14Q: 3 clusters Score -2.473386e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76354 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -24734198.000000 Penalty: 5946.173340
	Iteration 15Q: 3 clusters Score -2.47342e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -24734546.000000 Penalty: 5946.173340
	Iteration 16Q: 3 clusters Score -2.473455e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -24734830.000000 Penalty: 5946.173340
	Iteration 17Q: 3 clusters Score -2.473483e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -24735048.000000 Penalty: 5946.173340
	Iteration 18Q: 3 clusters Score -2.473505e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -24735182.000000 Penalty: 5946.173340
	Iteration 19Q: 3 clusters Score -2.473518e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -24735416.000000 Penalty: 5946.173340
	Iteration 20F: 3 clusters Score -2.473542e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -24735812.000000 Penalty: 5946.173340
	Iteration 21Q: 3 clusters Score -2.473581e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -24736006.000000 Penalty: 5946.173340
	Iteration 22Q: 3 clusters Score -2.473601e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -24736256.000000 Penalty: 5946.173340
	Iteration 23Q: 3 clusters Score -2.473626e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -24736584.000000 Penalty: 5946.173340
	Iteration 24Q: 3 clusters Score -2.473658e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -24736870.000000 Penalty: 5946.173340
	Iteration 25Q: 3 clusters Score -2.473687e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 84893 members 
Entering Unmasked Estep 
Score: -24737222.000000 Penalty: 5946.173340
	Iteration 26Q: 3 clusters Score -2.473722e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -24737544.000000 Penalty: 5946.173340
	Iteration 27Q: 3 clusters Score -2.473754e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -24737778.000000 Penalty: 5946.173340
	Iteration 28Q: 3 clusters Score -2.473778e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76687 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -24737932.000000 Penalty: 5946.173340
	Iteration 29Q: 3 clusters Score -2.473793e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -24738062.000000 Penalty: 5946.173340
	Iteration 30Q: 3 clusters Score -2.473806e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -24738210.000000 Penalty: 5946.173340
	Iteration 31Q: 3 clusters Score -2.473821e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -24738380.000000 Penalty: 5946.173340
	Iteration 32Q: 3 clusters Score -2.473838e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77470 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -24738454.000000 Penalty: 5946.173340
	Iteration 33Q: 3 clusters Score -2.473845e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -24738470.000000 Penalty: 5946.173340
	Iteration 34Q: 3 clusters Score -2.473847e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -24738510.000000 Penalty: 5946.173340
	Iteration 35Q: 3 clusters Score -2.473851e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -24738568.000000 Penalty: 5946.173340
	Iteration 36Q: 3 clusters Score -2.473857e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -24738636.000000 Penalty: 5946.173340
	Iteration 37Q: 3 clusters Score -2.473864e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -24738662.000000 Penalty: 5946.173340
	Iteration 38Q: 3 clusters Score -2.473866e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -24738636.000000 Penalty: 5946.173340
	Iteration 39Q: 3 clusters Score -2.473864e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -24738684.000000 Penalty: 5946.173340
	Iteration 40F: 3 clusters Score -2.473868e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -24738720.000000 Penalty: 5946.173340
	Iteration 41Q: 3 clusters Score -2.473872e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -24738744.000000 Penalty: 5946.173340
	Iteration 42Q: 3 clusters Score -2.473874e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -24738758.000000 Penalty: 5946.173340
	Iteration 43Q: 3 clusters Score -2.473876e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -24738762.000000 Penalty: 5946.173340
	Iteration 44Q: 3 clusters Score -2.473876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -24738760.000000 Penalty: 5946.173340
	Iteration 45Q: 3 clusters Score -2.473876e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -24738772.000000 Penalty: 5946.173340
	Iteration 46Q: 3 clusters Score -2.473877e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -24738812.000000 Penalty: 5946.173340
	Iteration 47Q: 3 clusters Score -2.473881e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -24738774.000000 Penalty: 5946.173340
	Iteration 48Q: 3 clusters Score -2.473877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -24738760.000000 Penalty: 5946.173340
	Iteration 49Q: 3 clusters Score -2.473876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -24738782.000000 Penalty: 5946.173340
	Iteration 50Q: 3 clusters Score -2.473878e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -24738778.000000 Penalty: 5946.173340
	Iteration 51Q: 3 clusters Score -2.473878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -24738808.000000 Penalty: 5946.173340
	Iteration 52Q: 3 clusters Score -2.473881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -24738800.000000 Penalty: 5946.173340
	Iteration 53Q: 3 clusters Score -2.47388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -24738798.000000 Penalty: 5946.173340
	Iteration 54Q: 3 clusters Score -2.47388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -24738784.000000 Penalty: 5946.173340
	Iteration 55Q: 3 clusters Score -2.473878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -24738776.000000 Penalty: 5946.173340
	Iteration 56Q: 3 clusters Score -2.473878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -24738788.000000 Penalty: 5946.173340
	Iteration 57Q: 3 clusters Score -2.473879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -24738784.000000 Penalty: 5946.173340
	Iteration 58Q: 3 clusters Score -2.473878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78081 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -24738780.000000 Penalty: 5946.173340
	Iteration 59Q: 3 clusters Score -2.473878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -24738778.000000 Penalty: 5946.173340
	Iteration 60F: 3 clusters Score -2.473878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -24738790.000000 Penalty: 5946.173340
	Iteration 61Q: 3 clusters Score -2.473879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -24738784.000000 Penalty: 5946.173340
	Iteration 62Q: 3 clusters Score -2.473878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -24738808.000000 Penalty: 5946.173340
	Iteration 63Q: 3 clusters Score -2.473881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -24738776.000000 Penalty: 5946.173340
	Iteration 64Q: 3 clusters Score -2.473878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -24738794.000000 Penalty: 5946.173340
	Iteration 65Q: 3 clusters Score -2.473879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -24738796.000000 Penalty: 5946.173340
	Iteration 66Q: 3 clusters Score -2.47388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -24738794.000000 Penalty: 5946.173340
	Iteration 67Q: 3 clusters Score -2.473879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -24738814.000000 Penalty: 5946.173340
	Iteration 68Q: 3 clusters Score -2.473881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -24738798.000000 Penalty: 5946.173340
	Iteration 69Q: 3 clusters Score -2.47388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -24738786.000000 Penalty: 5946.173340
	Iteration 70Q: 3 clusters Score -2.473879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -24738774.000000 Penalty: 5946.173340
	Iteration 71Q: 3 clusters Score -2.473877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -24738758.000000 Penalty: 5946.173340
	Iteration 72Q: 3 clusters Score -2.473876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78106 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -24738764.000000 Penalty: 5946.173340
	Iteration 73Q: 3 clusters Score -2.473876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 82755 members 
Entering Unmasked Estep 
Score: -24738768.000000 Penalty: 5946.173340
	Iteration 74Q: 3 clusters Score -2.473877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -24738776.000000 Penalty: 5946.173340
	Iteration 75Q: 3 clusters Score -2.473878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -24738782.000000 Penalty: 5946.173340
	Iteration 76Q: 3 clusters Score -2.473878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -24738782.000000 Penalty: 5946.173340
	Iteration 77F: 3 clusters Score -2.473878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -19014.859375 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -19014.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18110.222656 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -18110.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18148.626953 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -18148.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18170.529297 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -18170.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18211.794922 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -18211.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18211.794922 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -18211.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Entering Unmasked Estep 
Score: -4755994.000000 Penalty: 2562.945557
	Iteration 0F: 2 clusters Score -4755994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4734941.500000 Penalty: 5125.891113
	Iteration 0F: 3 clusters Score -4734942 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4743035.000000 Penalty: 5125.891113
	Iteration 1F: 3 clusters Score -4743035 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4744060.000000 Penalty: 5125.891113
	Iteration 2F: 3 clusters Score -4744060 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4745238.500000 Penalty: 5125.891113
	Iteration 3F: 3 clusters Score -4745238 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4746589.000000 Penalty: 5125.891113
	Iteration 4F: 3 clusters Score -4746589 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4747943.500000 Penalty: 5125.891113
	Iteration 5F: 3 clusters Score -4747944 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4749111.000000 Penalty: 5125.891113
	Iteration 6F: 3 clusters Score -4749111 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4750054.000000 Penalty: 5125.891113
	Iteration 7Q: 3 clusters Score -4750054 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4750749.500000 Penalty: 5125.891113
	Iteration 8Q: 3 clusters Score -4750750 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4751342.000000 Penalty: 5125.891113
	Iteration 9Q: 3 clusters Score -4751342 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4751866.500000 Penalty: 5125.891113
	Iteration 10Q: 3 clusters Score -4751866 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4752356.000000 Penalty: 5125.891113
	Iteration 11Q: 3 clusters Score -4752356 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4752826.000000 Penalty: 5125.891113
	Iteration 12Q: 3 clusters Score -4752826 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4753135.000000 Penalty: 5125.891113
	Iteration 13Q: 3 clusters Score -4753135 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -4753335.000000 Penalty: 5125.891113
	Iteration 14Q: 3 clusters Score -4753335 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4753479.000000 Penalty: 5125.891113
	Iteration 15Q: 3 clusters Score -4753479 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4753589.000000 Penalty: 5125.891113
	Iteration 16Q: 3 clusters Score -4753589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4753644.500000 Penalty: 5125.891113
	Iteration 17Q: 3 clusters Score -4753644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4753691.500000 Penalty: 5125.891113
	Iteration 18Q: 3 clusters Score -4753692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4753714.500000 Penalty: 5125.891113
	Iteration 19Q: 3 clusters Score -4753714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4753735.500000 Penalty: 5125.891113
	Iteration 20F: 3 clusters Score -4753736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4753749.000000 Penalty: 5125.891113
	Iteration 21Q: 3 clusters Score -4753749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4753768.000000 Penalty: 5125.891113
	Iteration 22Q: 3 clusters Score -4753768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4753782.000000 Penalty: 5125.891113
	Iteration 23Q: 3 clusters Score -4753782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4753798.500000 Penalty: 5125.891113
	Iteration 24Q: 3 clusters Score -4753798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4753810.500000 Penalty: 5125.891113
	Iteration 25Q: 3 clusters Score -4753810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4753815.500000 Penalty: 5125.891113
	Iteration 26Q: 3 clusters Score -4753816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -4753824.500000 Penalty: 5125.891113
	Iteration 27Q: 3 clusters Score -4753824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4753831.000000 Penalty: 5125.891113
	Iteration 28Q: 3 clusters Score -4753831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4753840.500000 Penalty: 5125.891113
	Iteration 29Q: 3 clusters Score -4753840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4753843.000000 Penalty: 5125.891113
	Iteration 30Q: 3 clusters Score -4753843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4753849.500000 Penalty: 5125.891113
	Iteration 31Q: 3 clusters Score -4753850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4753849.000000 Penalty: 5125.891113
	Iteration 32Q: 3 clusters Score -4753849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4753861.500000 Penalty: 5125.891113
	Iteration 33Q: 3 clusters Score -4753862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4753869.500000 Penalty: 5125.891113
	Iteration 34Q: 3 clusters Score -4753870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4753884.000000 Penalty: 5125.891113
	Iteration 35Q: 3 clusters Score -4753884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4753888.500000 Penalty: 5125.891113
	Iteration 36Q: 3 clusters Score -4753888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4753889.500000 Penalty: 5125.891113
	Iteration 37Q: 3 clusters Score -4753890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4753893.500000 Penalty: 5125.891113
	Iteration 38Q: 3 clusters Score -4753894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4753899.500000 Penalty: 5125.891113
	Iteration 39Q: 3 clusters Score -4753900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4753894.500000 Penalty: 5125.891113
	Iteration 40F: 3 clusters Score -4753894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4753902.000000 Penalty: 5125.891113
	Iteration 41Q: 3 clusters Score -4753902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -4753903.000000 Penalty: 5125.891113
	Iteration 42Q: 3 clusters Score -4753903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4753901.500000 Penalty: 5125.891113
	Iteration 43Q: 3 clusters Score -4753902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4753901.500000 Penalty: 5125.891113
	Iteration 44Q: 3 clusters Score -4753902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4753901.500000 Penalty: 5125.891113
	Iteration 45F: 3 clusters Score -4753902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -504029.156250 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -504029.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -500564.375000 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -500564.4 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -501236.468750 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -501236.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -501419.000000 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -501419 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -501521.781250 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -501521.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -501612.625000 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -501612.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -501699.062500 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -501699.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -501773.406250 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -501773.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -501845.250000 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -501845.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -501910.531250 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -501910.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -501975.343750 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -501975.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -502034.625000 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -502034.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -502070.031250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -502070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -502099.125000 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -502099.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -502135.406250 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -502135.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -502178.218750 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -502178.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -502215.250000 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -502215.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -502240.906250 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -502240.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -502270.500000 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -502270.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -502291.031250 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -502291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -502303.250000 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -502303.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -502315.500000 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -502315.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -502328.031250 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -502328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -502344.281250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -502344.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -502357.406250 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -502357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -502372.500000 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -502372.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -502387.718750 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -502387.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -502401.093750 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -502401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -502414.406250 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -502414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -502426.250000 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -502426.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -502433.625000 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -502433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -502440.000000 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -502440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -502442.500000 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -502442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -502443.437500 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -502443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502444.218750 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -502444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502444.218750 Penalty: 4029.284668
	Iteration 34F: 3 clusters Score -502444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -475970.406250 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -475970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -472580.375000 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -472580.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -473376.218750 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -473376.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -473752.843750 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -473752.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -474133.687500 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -474133.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -474552.000000 Penalty: 4013.143311
	Iteration 4F: 3 clusters Score -474552 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -474845.500000 Penalty: 4013.143311
	Iteration 5F: 3 clusters Score -474845.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -475031.156250 Penalty: 4013.143311
	Iteration 6F: 3 clusters Score -475031.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -475149.437500 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -475149.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -475239.437500 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -475239.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -475290.312500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -475290.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -475333.218750 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -475333.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -475365.718750 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -475365.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -475392.125000 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -475392.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -475409.281250 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -475409.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -475416.187500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -475416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -475421.125000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -475421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -475422.937500 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -475422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -475424.906250 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -475424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -475425.375000 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -475425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -475425.375000 Penalty: 4013.143311
	Iteration 19F: 3 clusters Score -475425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Entering Unmasked Estep 
Score: -4006876.250000 Penalty: 2524.117920
	Iteration 0F: 2 clusters Score -4006876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3988611.750000 Penalty: 5048.235840
	Iteration 0F: 3 clusters Score -3988612 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3994936.000000 Penalty: 5048.235840
	Iteration 1F: 3 clusters Score -3994936 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3995340.250000 Penalty: 5048.235840
	Iteration 2Q: 3 clusters Score -3995340 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3995668.750000 Penalty: 5048.235840
	Iteration 3Q: 3 clusters Score -3995669 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3995987.750000 Penalty: 5048.235840
	Iteration 4Q: 3 clusters Score -3995988 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3996268.000000 Penalty: 5048.235840
	Iteration 5Q: 3 clusters Score -3996268 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3996585.250000 Penalty: 5048.235840
	Iteration 6Q: 3 clusters Score -3996585 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3996913.000000 Penalty: 5048.235840
	Iteration 7Q: 3 clusters Score -3996913 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3997352.000000 Penalty: 5048.235840
	Iteration 8Q: 3 clusters Score -3997352 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3997986.500000 Penalty: 5048.235840
	Iteration 9Q: 3 clusters Score -3997986 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3998841.250000 Penalty: 5048.235840
	Iteration 10Q: 3 clusters Score -3998841 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3999902.000000 Penalty: 5048.235840
	Iteration 11F: 3 clusters Score -3999902 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4001042.500000 Penalty: 5048.235840
	Iteration 12F: 3 clusters Score -4001042 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -4001928.500000 Penalty: 5048.235840
	Iteration 13Q: 3 clusters Score -4001928 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4002572.250000 Penalty: 5048.235840
	Iteration 14Q: 3 clusters Score -4002572 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4003059.750000 Penalty: 5048.235840
	Iteration 15Q: 3 clusters Score -4003060 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4003438.750000 Penalty: 5048.235840
	Iteration 16Q: 3 clusters Score -4003439 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4003674.500000 Penalty: 5048.235840
	Iteration 17Q: 3 clusters Score -4003674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4003860.250000 Penalty: 5048.235840
	Iteration 18Q: 3 clusters Score -4003860 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -4003969.750000 Penalty: 5048.235840
	Iteration 19Q: 3 clusters Score -4003970 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4004046.750000 Penalty: 5048.235840
	Iteration 20F: 3 clusters Score -4004047 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4004107.750000 Penalty: 5048.235840
	Iteration 21Q: 3 clusters Score -4004108 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4004161.750000 Penalty: 5048.235840
	Iteration 22Q: 3 clusters Score -4004162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4004185.500000 Penalty: 5048.235840
	Iteration 23Q: 3 clusters Score -4004186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4004220.750000 Penalty: 5048.235840
	Iteration 24Q: 3 clusters Score -4004221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4004220.500000 Penalty: 5048.235840
	Iteration 25Q: 3 clusters Score -4004220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4004241.750000 Penalty: 5048.235840
	Iteration 26Q: 3 clusters Score -4004242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4004252.250000 Penalty: 5048.235840
	Iteration 27Q: 3 clusters Score -4004252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4004269.500000 Penalty: 5048.235840
	Iteration 28Q: 3 clusters Score -4004270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4004280.750000 Penalty: 5048.235840
	Iteration 29Q: 3 clusters Score -4004281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4004281.000000 Penalty: 5048.235840
	Iteration 30Q: 3 clusters Score -4004281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4004272.500000 Penalty: 5048.235840
	Iteration 31Q: 3 clusters Score -4004272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4004281.250000 Penalty: 5048.235840
	Iteration 32Q: 3 clusters Score -4004281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4004282.000000 Penalty: 5048.235840
	Iteration 33Q: 3 clusters Score -4004282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4004293.500000 Penalty: 5048.235840
	Iteration 34Q: 3 clusters Score -4004294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4004295.250000 Penalty: 5048.235840
	Iteration 35Q: 3 clusters Score -4004295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4004305.750000 Penalty: 5048.235840
	Iteration 36Q: 3 clusters Score -4004306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4004310.500000 Penalty: 5048.235840
	Iteration 37Q: 3 clusters Score -4004310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4004310.750000 Penalty: 5048.235840
	Iteration 38Q: 3 clusters Score -4004311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4004320.250000 Penalty: 5048.235840
	Iteration 39Q: 3 clusters Score -4004320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4004312.250000 Penalty: 5048.235840
	Iteration 40F: 3 clusters Score -4004312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -4004317.250000 Penalty: 5048.235840
	Iteration 41Q: 3 clusters Score -4004317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4004307.750000 Penalty: 5048.235840
	Iteration 42Q: 3 clusters Score -4004308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4004309.750000 Penalty: 5048.235840
	Iteration 43Q: 3 clusters Score -4004310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4004312.000000 Penalty: 5048.235840
	Iteration 44Q: 3 clusters Score -4004312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4004305.000000 Penalty: 5048.235840
	Iteration 45Q: 3 clusters Score -4004305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4004306.750000 Penalty: 5048.235840
	Iteration 46Q: 3 clusters Score -4004307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4004309.000000 Penalty: 5048.235840
	Iteration 47Q: 3 clusters Score -4004309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4004308.000000 Penalty: 5048.235840
	Iteration 48Q: 3 clusters Score -4004308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4004310.000000 Penalty: 5048.235840
	Iteration 49Q: 3 clusters Score -4004310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4004308.250000 Penalty: 5048.235840
	Iteration 50Q: 3 clusters Score -4004308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4004305.500000 Penalty: 5048.235840
	Iteration 51Q: 3 clusters Score -4004306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4004307.500000 Penalty: 5048.235840
	Iteration 52Q: 3 clusters Score -4004308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4004304.000000 Penalty: 5048.235840
	Iteration 53Q: 3 clusters Score -4004304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4004304.000000 Penalty: 5048.235840
	Iteration 54F: 3 clusters Score -4004304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Entering Unmasked Estep 
Score: -1468442.250000 Penalty: 2277.452637
	Iteration 0F: 2 clusters Score -1468442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1460927.625000 Penalty: 4554.905273
	Iteration 0F: 3 clusters Score -1460928 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1463306.250000 Penalty: 4554.905273
	Iteration 1F: 3 clusters Score -1463306 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1463718.500000 Penalty: 4554.905273
	Iteration 2F: 3 clusters Score -1463718 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1464105.750000 Penalty: 4554.905273
	Iteration 3F: 3 clusters Score -1464106 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1464493.000000 Penalty: 4554.905273
	Iteration 4F: 3 clusters Score -1464493 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1464936.625000 Penalty: 4554.905273
	Iteration 5F: 3 clusters Score -1464937 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1465333.375000 Penalty: 4554.905273
	Iteration 6Q: 3 clusters Score -1465333 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1465673.750000 Penalty: 4554.905273
	Iteration 7Q: 3 clusters Score -1465674 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1465970.500000 Penalty: 4554.905273
	Iteration 8Q: 3 clusters Score -1465970 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1466232.625000 Penalty: 4554.905273
	Iteration 9Q: 3 clusters Score -1466233 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1466429.750000 Penalty: 4554.905273
	Iteration 10Q: 3 clusters Score -1466430 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1466560.250000 Penalty: 4554.905273
	Iteration 11Q: 3 clusters Score -1466560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1466643.875000 Penalty: 4554.905273
	Iteration 12Q: 3 clusters Score -1466644 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1466698.875000 Penalty: 4554.905273
	Iteration 13Q: 3 clusters Score -1466699 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1466736.875000 Penalty: 4554.905273
	Iteration 14Q: 3 clusters Score -1466737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1466774.125000 Penalty: 4554.905273
	Iteration 15Q: 3 clusters Score -1466774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1466795.250000 Penalty: 4554.905273
	Iteration 16Q: 3 clusters Score -1466795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1466812.625000 Penalty: 4554.905273
	Iteration 17Q: 3 clusters Score -1466813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1466822.750000 Penalty: 4554.905273
	Iteration 18Q: 3 clusters Score -1466823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1466832.750000 Penalty: 4554.905273
	Iteration 19Q: 3 clusters Score -1466833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1466842.125000 Penalty: 4554.905273
	Iteration 20F: 3 clusters Score -1466842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1466840.875000 Penalty: 4554.905273
	Iteration 21Q: 3 clusters Score -1466841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1466848.625000 Penalty: 4554.905273
	Iteration 22Q: 3 clusters Score -1466849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1466851.500000 Penalty: 4554.905273
	Iteration 23Q: 3 clusters Score -1466852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1466852.000000 Penalty: 4554.905273
	Iteration 24Q: 3 clusters Score -1466852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1466848.500000 Penalty: 4554.905273
	Iteration 25Q: 3 clusters Score -1466848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1466849.875000 Penalty: 4554.905273
	Iteration 26Q: 3 clusters Score -1466850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1466852.375000 Penalty: 4554.905273
	Iteration 27Q: 3 clusters Score -1466852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1466851.750000 Penalty: 4554.905273
	Iteration 28Q: 3 clusters Score -1466852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1466851.875000 Penalty: 4554.905273
	Iteration 29Q: 3 clusters Score -1466852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1466850.375000 Penalty: 4554.905273
	Iteration 30Q: 3 clusters Score -1466850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1466851.375000 Penalty: 4554.905273
	Iteration 31Q: 3 clusters Score -1466851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1466852.750000 Penalty: 4554.905273
	Iteration 32Q: 3 clusters Score -1466853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1466853.750000 Penalty: 4554.905273
	Iteration 33Q: 3 clusters Score -1466854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1466852.125000 Penalty: 4554.905273
	Iteration 34Q: 3 clusters Score -1466852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1466849.750000 Penalty: 4554.905273
	Iteration 35Q: 3 clusters Score -1466850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1466849.750000 Penalty: 4554.905273
	Iteration 36F: 3 clusters Score -1466850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -331913.031250 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -331913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -329161.406250 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -329161.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -329726.875000 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -329726.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -329843.062500 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -329843.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -329900.000000 Penalty: 3826.037109
	Iteration 3Q: 3 clusters Score -329900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -329936.156250 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -329936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -329953.625000 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -329953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329964.562500 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -329964.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -329975.312500 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -329975.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -329981.343750 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -329981.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -329989.937500 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -329989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -329997.281250 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -329997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -330003.593750 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -330003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -330009.875000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -330009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -330014.468750 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -330014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -330016.156250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -330016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -330017.812500 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -330017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -330019.406250 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -330019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -330021.375000 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -330021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -330021.812500 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -330021.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -330022.625000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -330022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -330022.781250 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -330022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -330022.843750 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -330022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -330024.250000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -330024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -330025.750000 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -330025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -330026.718750 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -330026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -330028.156250 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -330028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330030.562500 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -330030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330031.687500 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -330031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -330033.093750 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -330033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -330034.750000 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -330034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330034.500000 Penalty: 3826.037109
	Iteration 30Q: 3 clusters Score -330034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330034.500000 Penalty: 3826.037109
	Iteration 31F: 3 clusters Score -330034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -823085.062500 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -823085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -818222.812500 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -818222.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -819354.687500 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -819354.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -819588.750000 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -819588.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -819770.312500 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -819770.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -819926.187500 Penalty: 4274.230469
	Iteration 4Q: 3 clusters Score -819926.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -820078.000000 Penalty: 4274.230469
	Iteration 5Q: 3 clusters Score -820078 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -820204.437500 Penalty: 4274.230469
	Iteration 6Q: 3 clusters Score -820204.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -820337.125000 Penalty: 4274.230469
	Iteration 7Q: 3 clusters Score -820337.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -820484.687500 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -820484.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -820634.062500 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -820634.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -820771.562500 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -820771.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -820877.750000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -820877.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -820971.312500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -820971.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -821027.812500 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -821027.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -821072.937500 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -821072.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -821109.187500 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -821109.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -821135.187500 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -821135.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -821156.687500 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -821156.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -821179.312500 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -821179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -821191.187500 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -821191.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -821203.625000 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -821203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -821210.562500 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -821210.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -821215.687500 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -821215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -821221.750000 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -821221.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -821225.875000 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -821225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -821235.500000 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -821235.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -821243.125000 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -821243.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -821252.437500 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -821252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -821260.812500 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -821260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -821268.500000 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -821268.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -821278.437500 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -821278.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -821284.875000 Penalty: 4274.230469
	Iteration 31Q: 3 clusters Score -821284.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -821296.187500 Penalty: 4274.230469
	Iteration 32Q: 3 clusters Score -821296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -821308.625000 Penalty: 4274.230469
	Iteration 33Q: 3 clusters Score -821308.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -821317.250000 Penalty: 4274.230469
	Iteration 34Q: 3 clusters Score -821317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -821323.250000 Penalty: 4274.230469
	Iteration 35Q: 3 clusters Score -821323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -821328.875000 Penalty: 4274.230469
	Iteration 36Q: 3 clusters Score -821328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -821332.437500 Penalty: 4274.230469
	Iteration 37Q: 3 clusters Score -821332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -821339.437500 Penalty: 4274.230469
	Iteration 38Q: 3 clusters Score -821339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -821344.187500 Penalty: 4274.230469
	Iteration 39Q: 3 clusters Score -821344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -821347.750000 Penalty: 4274.230469
	Iteration 40F: 3 clusters Score -821347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -821350.750000 Penalty: 4274.230469
	Iteration 41Q: 3 clusters Score -821350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -821354.562500 Penalty: 4274.230469
	Iteration 42Q: 3 clusters Score -821354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -821357.562500 Penalty: 4274.230469
	Iteration 43Q: 3 clusters Score -821357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -821357.125000 Penalty: 4274.230469
	Iteration 44Q: 3 clusters Score -821357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -821358.562500 Penalty: 4274.230469
	Iteration 45Q: 3 clusters Score -821358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -821359.625000 Penalty: 4274.230469
	Iteration 46Q: 3 clusters Score -821359.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -821359.625000 Penalty: 4274.230469
	Iteration 47F: 3 clusters Score -821359.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -748249.750000 Penalty: 2118.000244
	Iteration 0F: 2 clusters Score -748249.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -743650.125000 Penalty: 4236.000488
	Iteration 0F: 3 clusters Score -743650.1 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -744844.875000 Penalty: 4236.000488
	Iteration 1F: 3 clusters Score -744844.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -745092.125000 Penalty: 4236.000488
	Iteration 2F: 3 clusters Score -745092.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -745290.625000 Penalty: 4236.000488
	Iteration 3F: 3 clusters Score -745290.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -745467.562500 Penalty: 4236.000488
	Iteration 4Q: 3 clusters Score -745467.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -745615.625000 Penalty: 4236.000488
	Iteration 5Q: 3 clusters Score -745615.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -745742.500000 Penalty: 4236.000488
	Iteration 6Q: 3 clusters Score -745742.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -745904.437500 Penalty: 4236.000488
	Iteration 7Q: 3 clusters Score -745904.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -746107.562500 Penalty: 4236.000488
	Iteration 8Q: 3 clusters Score -746107.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -746332.812500 Penalty: 4236.000488
	Iteration 9Q: 3 clusters Score -746332.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -746548.687500 Penalty: 4236.000488
	Iteration 10Q: 3 clusters Score -746548.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -746747.500000 Penalty: 4236.000488
	Iteration 11Q: 3 clusters Score -746747.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -746890.812500 Penalty: 4236.000488
	Iteration 12Q: 3 clusters Score -746890.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -746974.562500 Penalty: 4236.000488
	Iteration 13Q: 3 clusters Score -746974.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -747033.625000 Penalty: 4236.000488
	Iteration 14Q: 3 clusters Score -747033.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -747070.937500 Penalty: 4236.000488
	Iteration 15Q: 3 clusters Score -747070.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -747100.000000 Penalty: 4236.000488
	Iteration 16Q: 3 clusters Score -747100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -747124.500000 Penalty: 4236.000488
	Iteration 17Q: 3 clusters Score -747124.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -747146.750000 Penalty: 4236.000488
	Iteration 18Q: 3 clusters Score -747146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -747170.812500 Penalty: 4236.000488
	Iteration 19Q: 3 clusters Score -747170.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -747195.062500 Penalty: 4236.000488
	Iteration 20F: 3 clusters Score -747195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -747210.937500 Penalty: 4236.000488
	Iteration 21Q: 3 clusters Score -747210.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -747225.437500 Penalty: 4236.000488
	Iteration 22Q: 3 clusters Score -747225.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -747236.625000 Penalty: 4236.000488
	Iteration 23Q: 3 clusters Score -747236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -747242.937500 Penalty: 4236.000488
	Iteration 24Q: 3 clusters Score -747242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -747246.750000 Penalty: 4236.000488
	Iteration 25Q: 3 clusters Score -747246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -747249.000000 Penalty: 4236.000488
	Iteration 26Q: 3 clusters Score -747249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -747252.687500 Penalty: 4236.000488
	Iteration 27Q: 3 clusters Score -747252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -747254.625000 Penalty: 4236.000488
	Iteration 28Q: 3 clusters Score -747254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -747254.812500 Penalty: 4236.000488
	Iteration 29Q: 3 clusters Score -747254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -747257.500000 Penalty: 4236.000488
	Iteration 30Q: 3 clusters Score -747257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -747261.625000 Penalty: 4236.000488
	Iteration 31Q: 3 clusters Score -747261.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -747264.437500 Penalty: 4236.000488
	Iteration 32Q: 3 clusters Score -747264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -747268.375000 Penalty: 4236.000488
	Iteration 33Q: 3 clusters Score -747268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -747271.500000 Penalty: 4236.000488
	Iteration 34Q: 3 clusters Score -747271.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -747271.250000 Penalty: 4236.000488
	Iteration 35Q: 3 clusters Score -747271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -747273.500000 Penalty: 4236.000488
	Iteration 36Q: 3 clusters Score -747273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -747271.000000 Penalty: 4236.000488
	Iteration 37Q: 3 clusters Score -747271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -747274.625000 Penalty: 4236.000488
	Iteration 38Q: 3 clusters Score -747274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -747275.625000 Penalty: 4236.000488
	Iteration 39Q: 3 clusters Score -747275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -747275.250000 Penalty: 4236.000488
	Iteration 40F: 3 clusters Score -747275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -747276.437500 Penalty: 4236.000488
	Iteration 41Q: 3 clusters Score -747276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -747280.250000 Penalty: 4236.000488
	Iteration 42Q: 3 clusters Score -747280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -747281.625000 Penalty: 4236.000488
	Iteration 43Q: 3 clusters Score -747281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -747283.687500 Penalty: 4236.000488
	Iteration 44Q: 3 clusters Score -747283.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -747288.562500 Penalty: 4236.000488
	Iteration 45Q: 3 clusters Score -747288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -747293.812500 Penalty: 4236.000488
	Iteration 46Q: 3 clusters Score -747293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -747300.250000 Penalty: 4236.000488
	Iteration 47Q: 3 clusters Score -747300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -747301.625000 Penalty: 4236.000488
	Iteration 48Q: 3 clusters Score -747301.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -747306.625000 Penalty: 4236.000488
	Iteration 49Q: 3 clusters Score -747306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -747307.312500 Penalty: 4236.000488
	Iteration 50Q: 3 clusters Score -747307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -747307.437500 Penalty: 4236.000488
	Iteration 51Q: 3 clusters Score -747307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -747306.812500 Penalty: 4236.000488
	Iteration 52Q: 3 clusters Score -747306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -747310.312500 Penalty: 4236.000488
	Iteration 53Q: 3 clusters Score -747310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -747310.500000 Penalty: 4236.000488
	Iteration 54Q: 3 clusters Score -747310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -747312.625000 Penalty: 4236.000488
	Iteration 55Q: 3 clusters Score -747312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -747317.062500 Penalty: 4236.000488
	Iteration 56Q: 3 clusters Score -747317.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -747316.000000 Penalty: 4236.000488
	Iteration 57Q: 3 clusters Score -747316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -747317.250000 Penalty: 4236.000488
	Iteration 58Q: 3 clusters Score -747317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -747317.250000 Penalty: 4236.000488
	Iteration 59F: 3 clusters Score -747317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Entering Unmasked Estep 
Score: -3396741.500000 Penalty: 2484.380615
	Iteration 0F: 2 clusters Score -3396742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3381072.250000 Penalty: 4968.761230
	Iteration 0F: 3 clusters Score -3381072 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3386412.500000 Penalty: 4968.761230
	Iteration 1F: 3 clusters Score -3386412 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3386899.750000 Penalty: 4968.761230
	Iteration 2F: 3 clusters Score -3386900 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3387393.250000 Penalty: 4968.761230
	Iteration 3Q: 3 clusters Score -3387393 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3387944.500000 Penalty: 4968.761230
	Iteration 4Q: 3 clusters Score -3387944 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3388512.750000 Penalty: 4968.761230
	Iteration 5Q: 3 clusters Score -3388513 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3389213.250000 Penalty: 4968.761230
	Iteration 6F: 3 clusters Score -3389213 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3390126.250000 Penalty: 4968.761230
	Iteration 7F: 3 clusters Score -3390126 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3391125.500000 Penalty: 4968.761230
	Iteration 8F: 3 clusters Score -3391126 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3392110.750000 Penalty: 4968.761230
	Iteration 9F: 3 clusters Score -3392111 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3392960.750000 Penalty: 4968.761230
	Iteration 10Q: 3 clusters Score -3392961 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3393599.750000 Penalty: 4968.761230
	Iteration 11Q: 3 clusters Score -3393600 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3394043.250000 Penalty: 4968.761230
	Iteration 12Q: 3 clusters Score -3394043 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3394330.250000 Penalty: 4968.761230
	Iteration 13Q: 3 clusters Score -3394330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3394488.750000 Penalty: 4968.761230
	Iteration 14Q: 3 clusters Score -3394489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3394604.250000 Penalty: 4968.761230
	Iteration 15Q: 3 clusters Score -3394604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3394671.750000 Penalty: 4968.761230
	Iteration 16Q: 3 clusters Score -3394672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3394710.500000 Penalty: 4968.761230
	Iteration 17Q: 3 clusters Score -3394710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3394738.000000 Penalty: 4968.761230
	Iteration 18Q: 3 clusters Score -3394738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3394753.250000 Penalty: 4968.761230
	Iteration 19Q: 3 clusters Score -3394753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3394763.000000 Penalty: 4968.761230
	Iteration 20F: 3 clusters Score -3394763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3394773.750000 Penalty: 4968.761230
	Iteration 21Q: 3 clusters Score -3394774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3394779.750000 Penalty: 4968.761230
	Iteration 22Q: 3 clusters Score -3394780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3394790.500000 Penalty: 4968.761230
	Iteration 23Q: 3 clusters Score -3394790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3394799.250000 Penalty: 4968.761230
	Iteration 24Q: 3 clusters Score -3394799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3394802.500000 Penalty: 4968.761230
	Iteration 25Q: 3 clusters Score -3394802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3394809.000000 Penalty: 4968.761230
	Iteration 26Q: 3 clusters Score -3394809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3394815.000000 Penalty: 4968.761230
	Iteration 27Q: 3 clusters Score -3394815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3394814.000000 Penalty: 4968.761230
	Iteration 28Q: 3 clusters Score -3394814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3394815.250000 Penalty: 4968.761230
	Iteration 29Q: 3 clusters Score -3394815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3394819.000000 Penalty: 4968.761230
	Iteration 30Q: 3 clusters Score -3394819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3394818.750000 Penalty: 4968.761230
	Iteration 31Q: 3 clusters Score -3394819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3394818.750000 Penalty: 4968.761230
	Iteration 32F: 3 clusters Score -3394819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -553507.375000 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -553507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -549524.750000 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -549524.8 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -550688.125000 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -550688.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -551115.937500 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -551115.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -551498.187500 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -551498.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -551767.437500 Penalty: 4144.268555
	Iteration 4F: 3 clusters Score -551767.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -551996.375000 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -551996.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -552212.875000 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -552212.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -552410.937500 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -552410.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -552600.562500 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -552600.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -552755.375000 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -552755.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -552848.562500 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -552848.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -552910.187500 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -552910.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -552950.937500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -552950.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -552986.437500 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -552986.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -553016.062500 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -553016.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -553028.000000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -553028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -553037.062500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -553037.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -553045.312500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -553045.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -553051.187500 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -553051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -553057.625000 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -553057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -553060.250000 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -553060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -553061.562500 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -553061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -553065.125000 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -553065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -553066.437500 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -553066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -553068.937500 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -553068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -553073.500000 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -553073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -553075.750000 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -553075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -553078.375000 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -553078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -553080.750000 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -553080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -553083.875000 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -553083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -553085.312500 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -553085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -553086.437500 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -553086.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -553086.437500 Penalty: 4144.268555
	Iteration 32F: 3 clusters Score -553086.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Entering Unmasked Estep 
Score: -2273509.000000 Penalty: 2398.451904
	Iteration 0F: 2 clusters Score -2273509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2262196.500000 Penalty: 4796.903809
	Iteration 0F: 3 clusters Score -2262196 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2266045.500000 Penalty: 4796.903809
	Iteration 1F: 3 clusters Score -2266046 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2266707.750000 Penalty: 4796.903809
	Iteration 2F: 3 clusters Score -2266708 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2267370.750000 Penalty: 4796.903809
	Iteration 3F: 3 clusters Score -2267371 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2268084.000000 Penalty: 4796.903809
	Iteration 4F: 3 clusters Score -2268084 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2268792.000000 Penalty: 4796.903809
	Iteration 5F: 3 clusters Score -2268792 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2269368.750000 Penalty: 4796.903809
	Iteration 6F: 3 clusters Score -2269369 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2269706.250000 Penalty: 4796.903809
	Iteration 7Q: 3 clusters Score -2269706 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2269894.000000 Penalty: 4796.903809
	Iteration 8Q: 3 clusters Score -2269894 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2270016.250000 Penalty: 4796.903809
	Iteration 9Q: 3 clusters Score -2270016 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2270089.750000 Penalty: 4796.903809
	Iteration 10Q: 3 clusters Score -2270090 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2270151.500000 Penalty: 4796.903809
	Iteration 11Q: 3 clusters Score -2270152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2270196.750000 Penalty: 4796.903809
	Iteration 12Q: 3 clusters Score -2270197 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2270225.750000 Penalty: 4796.903809
	Iteration 13Q: 3 clusters Score -2270226 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2270267.250000 Penalty: 4796.903809
	Iteration 14Q: 3 clusters Score -2270267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2270308.250000 Penalty: 4796.903809
	Iteration 15Q: 3 clusters Score -2270308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2270340.000000 Penalty: 4796.903809
	Iteration 16Q: 3 clusters Score -2270340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2270349.000000 Penalty: 4796.903809
	Iteration 17Q: 3 clusters Score -2270349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2270384.000000 Penalty: 4796.903809
	Iteration 18Q: 3 clusters Score -2270384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2270405.250000 Penalty: 4796.903809
	Iteration 19Q: 3 clusters Score -2270405 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2270435.250000 Penalty: 4796.903809
	Iteration 20F: 3 clusters Score -2270435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2270454.750000 Penalty: 4796.903809
	Iteration 21Q: 3 clusters Score -2270455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2270481.250000 Penalty: 4796.903809
	Iteration 22Q: 3 clusters Score -2270481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2270503.250000 Penalty: 4796.903809
	Iteration 23Q: 3 clusters Score -2270503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2270531.250000 Penalty: 4796.903809
	Iteration 24Q: 3 clusters Score -2270531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2270569.250000 Penalty: 4796.903809
	Iteration 25Q: 3 clusters Score -2270569 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2270610.000000 Penalty: 4796.903809
	Iteration 26Q: 3 clusters Score -2270610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2270663.500000 Penalty: 4796.903809
	Iteration 27Q: 3 clusters Score -2270664 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2270713.250000 Penalty: 4796.903809
	Iteration 28Q: 3 clusters Score -2270713 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2270776.250000 Penalty: 4796.903809
	Iteration 29Q: 3 clusters Score -2270776 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2270857.000000 Penalty: 4796.903809
	Iteration 30Q: 3 clusters Score -2270857 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2270916.750000 Penalty: 4796.903809
	Iteration 31Q: 3 clusters Score -2270917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2270966.250000 Penalty: 4796.903809
	Iteration 32Q: 3 clusters Score -2270966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2271020.500000 Penalty: 4796.903809
	Iteration 33Q: 3 clusters Score -2271020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2271089.750000 Penalty: 4796.903809
	Iteration 34Q: 3 clusters Score -2271090 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2271147.000000 Penalty: 4796.903809
	Iteration 35Q: 3 clusters Score -2271147 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2271198.750000 Penalty: 4796.903809
	Iteration 36Q: 3 clusters Score -2271199 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2271253.500000 Penalty: 4796.903809
	Iteration 37Q: 3 clusters Score -2271254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2271317.000000 Penalty: 4796.903809
	Iteration 38Q: 3 clusters Score -2271317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2271381.000000 Penalty: 4796.903809
	Iteration 39Q: 3 clusters Score -2271381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2271437.250000 Penalty: 4796.903809
	Iteration 40F: 3 clusters Score -2271437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2271484.750000 Penalty: 4796.903809
	Iteration 41Q: 3 clusters Score -2271485 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2271528.000000 Penalty: 4796.903809
	Iteration 42Q: 3 clusters Score -2271528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2271563.500000 Penalty: 4796.903809
	Iteration 43Q: 3 clusters Score -2271564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2271598.000000 Penalty: 4796.903809
	Iteration 44Q: 3 clusters Score -2271598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2271625.000000 Penalty: 4796.903809
	Iteration 45Q: 3 clusters Score -2271625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2271663.250000 Penalty: 4796.903809
	Iteration 46Q: 3 clusters Score -2271663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2271688.750000 Penalty: 4796.903809
	Iteration 47Q: 3 clusters Score -2271689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2271713.250000 Penalty: 4796.903809
	Iteration 48Q: 3 clusters Score -2271713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2271729.250000 Penalty: 4796.903809
	Iteration 49Q: 3 clusters Score -2271729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2271743.500000 Penalty: 4796.903809
	Iteration 50Q: 3 clusters Score -2271744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2271754.750000 Penalty: 4796.903809
	Iteration 51Q: 3 clusters Score -2271755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2271762.000000 Penalty: 4796.903809
	Iteration 52Q: 3 clusters Score -2271762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2271773.750000 Penalty: 4796.903809
	Iteration 53Q: 3 clusters Score -2271774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2271778.250000 Penalty: 4796.903809
	Iteration 54Q: 3 clusters Score -2271778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2271778.000000 Penalty: 4796.903809
	Iteration 55Q: 3 clusters Score -2271778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2271784.000000 Penalty: 4796.903809
	Iteration 56Q: 3 clusters Score -2271784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2271783.250000 Penalty: 4796.903809
	Iteration 57Q: 3 clusters Score -2271783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2271781.500000 Penalty: 4796.903809
	Iteration 58Q: 3 clusters Score -2271782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2271781.750000 Penalty: 4796.903809
	Iteration 59Q: 3 clusters Score -2271782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2271781.750000 Penalty: 4796.903809
	Iteration 60F: 3 clusters Score -2271782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -2313471.250000 Penalty: 2387.792236
	Iteration 0F: 2 clusters Score -2313471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2302478.250000 Penalty: 4775.584473
	Iteration 0F: 3 clusters Score -2302478 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2306064.500000 Penalty: 4775.584473
	Iteration 1F: 3 clusters Score -2306064 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2306553.750000 Penalty: 4775.584473
	Iteration 2F: 3 clusters Score -2306554 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2306983.250000 Penalty: 4775.584473
	Iteration 3F: 3 clusters Score -2306983 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2307349.500000 Penalty: 4775.584473
	Iteration 4Q: 3 clusters Score -2307350 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2307669.250000 Penalty: 4775.584473
	Iteration 5Q: 3 clusters Score -2307669 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2307934.500000 Penalty: 4775.584473
	Iteration 6Q: 3 clusters Score -2307934 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2308134.750000 Penalty: 4775.584473
	Iteration 7Q: 3 clusters Score -2308135 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2308297.500000 Penalty: 4775.584473
	Iteration 8Q: 3 clusters Score -2308298 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2308434.000000 Penalty: 4775.584473
	Iteration 9Q: 3 clusters Score -2308434 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2308568.250000 Penalty: 4775.584473
	Iteration 10Q: 3 clusters Score -2308568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2308685.750000 Penalty: 4775.584473
	Iteration 11Q: 3 clusters Score -2308686 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2308802.000000 Penalty: 4775.584473
	Iteration 12Q: 3 clusters Score -2308802 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2308927.750000 Penalty: 4775.584473
	Iteration 13Q: 3 clusters Score -2308928 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2309041.750000 Penalty: 4775.584473
	Iteration 14Q: 3 clusters Score -2309042 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2309120.250000 Penalty: 4775.584473
	Iteration 15Q: 3 clusters Score -2309120 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2309210.500000 Penalty: 4775.584473
	Iteration 16Q: 3 clusters Score -2309210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2309291.250000 Penalty: 4775.584473
	Iteration 17Q: 3 clusters Score -2309291 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2309375.750000 Penalty: 4775.584473
	Iteration 18Q: 3 clusters Score -2309376 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2309468.500000 Penalty: 4775.584473
	Iteration 19Q: 3 clusters Score -2309468 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2309563.000000 Penalty: 4775.584473
	Iteration 20F: 3 clusters Score -2309563 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2309655.250000 Penalty: 4775.584473
	Iteration 21Q: 3 clusters Score -2309655 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2309739.000000 Penalty: 4775.584473
	Iteration 22Q: 3 clusters Score -2309739 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2309838.500000 Penalty: 4775.584473
	Iteration 23Q: 3 clusters Score -2309838 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2309951.250000 Penalty: 4775.584473
	Iteration 24Q: 3 clusters Score -2309951 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2310082.250000 Penalty: 4775.584473
	Iteration 25Q: 3 clusters Score -2310082 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2310204.500000 Penalty: 4775.584473
	Iteration 26Q: 3 clusters Score -2310204 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2310329.750000 Penalty: 4775.584473
	Iteration 27Q: 3 clusters Score -2310330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2310465.750000 Penalty: 4775.584473
	Iteration 28Q: 3 clusters Score -2310466 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2310623.750000 Penalty: 4775.584473
	Iteration 29Q: 3 clusters Score -2310624 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2310755.250000 Penalty: 4775.584473
	Iteration 30Q: 3 clusters Score -2310755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2310884.750000 Penalty: 4775.584473
	Iteration 31Q: 3 clusters Score -2310885 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2310981.750000 Penalty: 4775.584473
	Iteration 32Q: 3 clusters Score -2310982 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2311080.250000 Penalty: 4775.584473
	Iteration 33Q: 3 clusters Score -2311080 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2311163.750000 Penalty: 4775.584473
	Iteration 34Q: 3 clusters Score -2311164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2311235.250000 Penalty: 4775.584473
	Iteration 35Q: 3 clusters Score -2311235 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2311297.500000 Penalty: 4775.584473
	Iteration 36Q: 3 clusters Score -2311298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2311341.000000 Penalty: 4775.584473
	Iteration 37Q: 3 clusters Score -2311341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2311363.500000 Penalty: 4775.584473
	Iteration 38Q: 3 clusters Score -2311364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2311403.250000 Penalty: 4775.584473
	Iteration 39Q: 3 clusters Score -2311403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2311423.000000 Penalty: 4775.584473
	Iteration 40F: 3 clusters Score -2311423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2311445.250000 Penalty: 4775.584473
	Iteration 41Q: 3 clusters Score -2311445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2311470.250000 Penalty: 4775.584473
	Iteration 42Q: 3 clusters Score -2311470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2311491.750000 Penalty: 4775.584473
	Iteration 43Q: 3 clusters Score -2311492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2311508.000000 Penalty: 4775.584473
	Iteration 44Q: 3 clusters Score -2311508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2311517.250000 Penalty: 4775.584473
	Iteration 45Q: 3 clusters Score -2311517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2311529.000000 Penalty: 4775.584473
	Iteration 46Q: 3 clusters Score -2311529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2311539.500000 Penalty: 4775.584473
	Iteration 47Q: 3 clusters Score -2311540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2311549.000000 Penalty: 4775.584473
	Iteration 48Q: 3 clusters Score -2311549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2311556.000000 Penalty: 4775.584473
	Iteration 49Q: 3 clusters Score -2311556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2311562.750000 Penalty: 4775.584473
	Iteration 50Q: 3 clusters Score -2311563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2311564.750000 Penalty: 4775.584473
	Iteration 51Q: 3 clusters Score -2311565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2311570.000000 Penalty: 4775.584473
	Iteration 52Q: 3 clusters Score -2311570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2311574.500000 Penalty: 4775.584473
	Iteration 53Q: 3 clusters Score -2311574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2311575.500000 Penalty: 4775.584473
	Iteration 54Q: 3 clusters Score -2311576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2311577.000000 Penalty: 4775.584473
	Iteration 55Q: 3 clusters Score -2311577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2311581.500000 Penalty: 4775.584473
	Iteration 56Q: 3 clusters Score -2311582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2311582.500000 Penalty: 4775.584473
	Iteration 57Q: 3 clusters Score -2311582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2311592.000000 Penalty: 4775.584473
	Iteration 58Q: 3 clusters Score -2311592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2311595.250000 Penalty: 4775.584473
	Iteration 59Q: 3 clusters Score -2311595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2311608.750000 Penalty: 4775.584473
	Iteration 60F: 3 clusters Score -2311609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2311611.750000 Penalty: 4775.584473
	Iteration 61Q: 3 clusters Score -2311612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2311615.000000 Penalty: 4775.584473
	Iteration 62Q: 3 clusters Score -2311615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2311621.000000 Penalty: 4775.584473
	Iteration 63Q: 3 clusters Score -2311621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2311621.000000 Penalty: 4775.584473
	Iteration 64Q: 3 clusters Score -2311621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2311622.750000 Penalty: 4775.584473
	Iteration 65Q: 3 clusters Score -2311623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2311622.750000 Penalty: 4775.584473
	Iteration 66F: 3 clusters Score -2311623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -320707.125000 Penalty: 1900.990601
	Iteration 0F: 2 clusters Score -320707.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -318042.093750 Penalty: 3801.981201
	Iteration 0F: 3 clusters Score -318042.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -318488.437500 Penalty: 3801.981201
	Iteration 1F: 3 clusters Score -318488.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318591.250000 Penalty: 3801.981201
	Iteration 2F: 3 clusters Score -318591.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -318651.750000 Penalty: 3801.981201
	Iteration 3Q: 3 clusters Score -318651.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318687.093750 Penalty: 3801.981201
	Iteration 4Q: 3 clusters Score -318687.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318705.093750 Penalty: 3801.981201
	Iteration 5Q: 3 clusters Score -318705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -318719.000000 Penalty: 3801.981201
	Iteration 6Q: 3 clusters Score -318719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318730.718750 Penalty: 3801.981201
	Iteration 7Q: 3 clusters Score -318730.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318744.781250 Penalty: 3801.981201
	Iteration 8Q: 3 clusters Score -318744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318758.093750 Penalty: 3801.981201
	Iteration 9Q: 3 clusters Score -318758.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318773.750000 Penalty: 3801.981201
	Iteration 10Q: 3 clusters Score -318773.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -318786.468750 Penalty: 3801.981201
	Iteration 11Q: 3 clusters Score -318786.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318799.812500 Penalty: 3801.981201
	Iteration 12Q: 3 clusters Score -318799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318806.531250 Penalty: 3801.981201
	Iteration 13Q: 3 clusters Score -318806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318817.156250 Penalty: 3801.981201
	Iteration 14Q: 3 clusters Score -318817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -318825.406250 Penalty: 3801.981201
	Iteration 15Q: 3 clusters Score -318825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -318829.968750 Penalty: 3801.981201
	Iteration 16Q: 3 clusters Score -318830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -318837.718750 Penalty: 3801.981201
	Iteration 17Q: 3 clusters Score -318837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -318841.125000 Penalty: 3801.981201
	Iteration 18Q: 3 clusters Score -318841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -318846.437500 Penalty: 3801.981201
	Iteration 19Q: 3 clusters Score -318846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318849.406250 Penalty: 3801.981201
	Iteration 20F: 3 clusters Score -318849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -318854.000000 Penalty: 3801.981201
	Iteration 21Q: 3 clusters Score -318854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318856.218750 Penalty: 3801.981201
	Iteration 22Q: 3 clusters Score -318856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318857.625000 Penalty: 3801.981201
	Iteration 23Q: 3 clusters Score -318857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318858.843750 Penalty: 3801.981201
	Iteration 24Q: 3 clusters Score -318858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -318860.218750 Penalty: 3801.981201
	Iteration 25Q: 3 clusters Score -318860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318861.250000 Penalty: 3801.981201
	Iteration 26Q: 3 clusters Score -318861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -318861.250000 Penalty: 3801.981201
	Iteration 27F: 3 clusters Score -318861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -109305.171875 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -109305.2 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 424 members 
Entering Unmasked Estep 
Score: -107509.492188 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -107509.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107872.226562 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -107872.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108083.195312 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -108083.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108155.867188 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -108155.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108201.218750 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -108201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -108257.125000 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -108257.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108296.851562 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -108296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108350.703125 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -108350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108419.843750 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -108419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -108486.476562 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -108486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108507.250000 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -108507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108527.203125 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -108527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108556.320312 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -108556.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108588.718750 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -108588.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108629.468750 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -108629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108676.679688 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -108676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108718.546875 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -108718.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108759.359375 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -108759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108783.437500 Penalty: 3321.729004
	Iteration 18Q: 3 clusters Score -108783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108805.710938 Penalty: 3321.729004
	Iteration 19Q: 3 clusters Score -108805.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108851.562500 Penalty: 3321.729004
	Iteration 20F: 3 clusters Score -108851.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108972.328125 Penalty: 3321.729004
	Iteration 21Q: 3 clusters Score -108972.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109136.289062 Penalty: 3321.729004
	Iteration 22Q: 3 clusters Score -109136.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109267.585938 Penalty: 3321.729004
	Iteration 23Q: 3 clusters Score -109267.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109414.632812 Penalty: 3321.729004
	Iteration 24Q: 3 clusters Score -109414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109486.921875 Penalty: 3321.729004
	Iteration 25Q: 3 clusters Score -109486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109512.218750 Penalty: 3321.729004
	Iteration 26Q: 3 clusters Score -109512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109519.343750 Penalty: 3321.729004
	Iteration 27Q: 3 clusters Score -109519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109519.343750 Penalty: 3321.729004
	Iteration 28F: 3 clusters Score -109519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160854 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22419 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40286 members 
Mstep: Class 26 contains 16922 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110167 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117816 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
Score: -104154240.000000 Penalty: 140150.937500
Splitting cluster 18 changes total score from -104155640.000000 to -104154240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -350960.968750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -350961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -348130.312500 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -348130.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -348724.156250 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -348724.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -348879.906250 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -348879.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -348970.718750 Penalty: 3838.937988
	Iteration 3Q: 3 clusters Score -348970.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -349042.000000 Penalty: 3838.937988
	Iteration 4Q: 3 clusters Score -349042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -349132.656250 Penalty: 3838.937988
	Iteration 5Q: 3 clusters Score -349132.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -349234.750000 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -349234.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -349334.906250 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -349334.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -349459.468750 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -349459.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -349556.218750 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -349556.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349627.218750 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -349627.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349682.468750 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -349682.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -349741.875000 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -349741.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -349807.156250 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -349807.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -349875.437500 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -349875.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -349942.656250 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -349942.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -350005.968750 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -350006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -350053.250000 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -350053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -350075.218750 Penalty: 3838.937988
	Iteration 18Q: 3 clusters Score -350075.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -350094.843750 Penalty: 3838.937988
	Iteration 19Q: 3 clusters Score -350094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -350109.437500 Penalty: 3838.937988
	Iteration 20F: 3 clusters Score -350109.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -350128.937500 Penalty: 3838.937988
	Iteration 21Q: 3 clusters Score -350128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -350141.312500 Penalty: 3838.937988
	Iteration 22Q: 3 clusters Score -350141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -350145.625000 Penalty: 3838.937988
	Iteration 23Q: 3 clusters Score -350145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -350150.937500 Penalty: 3838.937988
	Iteration 24Q: 3 clusters Score -350150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -350159.687500 Penalty: 3838.937988
	Iteration 25Q: 3 clusters Score -350159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -350167.718750 Penalty: 3838.937988
	Iteration 26Q: 3 clusters Score -350167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -350175.375000 Penalty: 3838.937988
	Iteration 27Q: 3 clusters Score -350175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -350184.812500 Penalty: 3838.937988
	Iteration 28Q: 3 clusters Score -350184.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350197.875000 Penalty: 3838.937988
	Iteration 29Q: 3 clusters Score -350197.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -350212.031250 Penalty: 3838.937988
	Iteration 30Q: 3 clusters Score -350212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -350225.968750 Penalty: 3838.937988
	Iteration 31Q: 3 clusters Score -350226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -350244.687500 Penalty: 3838.937988
	Iteration 32Q: 3 clusters Score -350244.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -350257.531250 Penalty: 3838.937988
	Iteration 33Q: 3 clusters Score -350257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -350262.468750 Penalty: 3838.937988
	Iteration 34Q: 3 clusters Score -350262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -350265.406250 Penalty: 3838.937988
	Iteration 35Q: 3 clusters Score -350265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -350271.812500 Penalty: 3838.937988
	Iteration 36Q: 3 clusters Score -350271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -350276.218750 Penalty: 3838.937988
	Iteration 37Q: 3 clusters Score -350276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -350280.750000 Penalty: 3838.937988
	Iteration 38Q: 3 clusters Score -350280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -350285.937500 Penalty: 3838.937988
	Iteration 39Q: 3 clusters Score -350285.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -350286.343750 Penalty: 3838.937988
	Iteration 40F: 3 clusters Score -350286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -350286.312500 Penalty: 3838.937988
	Iteration 41Q: 3 clusters Score -350286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -350288.187500 Penalty: 3838.937988
	Iteration 42Q: 3 clusters Score -350288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -350290.062500 Penalty: 3838.937988
	Iteration 43Q: 3 clusters Score -350290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -350291.468750 Penalty: 3838.937988
	Iteration 44Q: 3 clusters Score -350291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -350293.437500 Penalty: 3838.937988
	Iteration 45Q: 3 clusters Score -350293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -350294.750000 Penalty: 3838.937988
	Iteration 46Q: 3 clusters Score -350294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -350296.062500 Penalty: 3838.937988
	Iteration 47Q: 3 clusters Score -350296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -350296.562500 Penalty: 3838.937988
	Iteration 48Q: 3 clusters Score -350296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -350296.562500 Penalty: 3838.937988
	Iteration 49F: 3 clusters Score -350296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -19992.367188 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -19992.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18981.820312 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -18981.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19094.662109 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -19094.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19110.263672 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -19110.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19163.921875 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -19163.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19185.558594 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -19185.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19190.681641 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -19190.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19193.632812 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -19193.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19193.632812 Penalty: 2572.943359
	Iteration 7F: 3 clusters Score -19193.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -344107.156250 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -344107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -341240.875000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -341240.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341867.062500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -341867.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342082.375000 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -342082.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -342229.218750 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -342229.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -342336.875000 Penalty: 3870.908691
	Iteration 4Q: 3 clusters Score -342336.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -342413.906250 Penalty: 3870.908691
	Iteration 5Q: 3 clusters Score -342413.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342482.250000 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -342482.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342547.718750 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -342547.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -342596.187500 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -342596.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -342654.156250 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -342654.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -342699.187500 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -342699.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -342751.718750 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -342751.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -342800.937500 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -342800.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -342852.812500 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -342852.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -342897.750000 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -342897.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -342929.718750 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -342929.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342948.312500 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -342948.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -342959.750000 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -342959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -342967.968750 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -342968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -342974.500000 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -342974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -342978.781250 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -342978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342982.687500 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -342982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -342983.593750 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -342983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -342983.781250 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -342983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -342983.781250 Penalty: 3870.908691
	Iteration 24F: 3 clusters Score -342983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -640155.125000 Penalty: 2080.786621
	Iteration 0F: 2 clusters Score -640155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -636018.812500 Penalty: 4161.573242
	Iteration 0F: 3 clusters Score -636018.8 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -636942.937500 Penalty: 4161.573242
	Iteration 1F: 3 clusters Score -636942.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -637120.125000 Penalty: 4161.573242
	Iteration 2F: 3 clusters Score -637120.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -637206.437500 Penalty: 4161.573242
	Iteration 3Q: 3 clusters Score -637206.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -637273.250000 Penalty: 4161.573242
	Iteration 4Q: 3 clusters Score -637273.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -637328.000000 Penalty: 4161.573242
	Iteration 5Q: 3 clusters Score -637328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -637379.250000 Penalty: 4161.573242
	Iteration 6Q: 3 clusters Score -637379.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -637423.875000 Penalty: 4161.573242
	Iteration 7Q: 3 clusters Score -637423.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -637457.187500 Penalty: 4161.573242
	Iteration 8Q: 3 clusters Score -637457.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -637484.375000 Penalty: 4161.573242
	Iteration 9Q: 3 clusters Score -637484.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -637510.875000 Penalty: 4161.573242
	Iteration 10Q: 3 clusters Score -637510.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -637529.187500 Penalty: 4161.573242
	Iteration 11Q: 3 clusters Score -637529.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -637545.687500 Penalty: 4161.573242
	Iteration 12Q: 3 clusters Score -637545.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -637557.250000 Penalty: 4161.573242
	Iteration 13Q: 3 clusters Score -637557.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -637566.375000 Penalty: 4161.573242
	Iteration 14Q: 3 clusters Score -637566.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -637575.312500 Penalty: 4161.573242
	Iteration 15Q: 3 clusters Score -637575.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -637585.562500 Penalty: 4161.573242
	Iteration 16Q: 3 clusters Score -637585.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -637595.687500 Penalty: 4161.573242
	Iteration 17Q: 3 clusters Score -637595.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -637600.750000 Penalty: 4161.573242
	Iteration 18Q: 3 clusters Score -637600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -637609.187500 Penalty: 4161.573242
	Iteration 19Q: 3 clusters Score -637609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -637618.187500 Penalty: 4161.573242
	Iteration 20F: 3 clusters Score -637618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -637622.812500 Penalty: 4161.573242
	Iteration 21Q: 3 clusters Score -637622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -637628.062500 Penalty: 4161.573242
	Iteration 22Q: 3 clusters Score -637628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -637631.562500 Penalty: 4161.573242
	Iteration 23Q: 3 clusters Score -637631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -637633.875000 Penalty: 4161.573242
	Iteration 24Q: 3 clusters Score -637633.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -637638.625000 Penalty: 4161.573242
	Iteration 25Q: 3 clusters Score -637638.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -637645.625000 Penalty: 4161.573242
	Iteration 26Q: 3 clusters Score -637645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -637647.375000 Penalty: 4161.573242
	Iteration 27Q: 3 clusters Score -637647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -637650.250000 Penalty: 4161.573242
	Iteration 28Q: 3 clusters Score -637650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -637653.000000 Penalty: 4161.573242
	Iteration 29Q: 3 clusters Score -637653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -637655.437500 Penalty: 4161.573242
	Iteration 30Q: 3 clusters Score -637655.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -637661.250000 Penalty: 4161.573242
	Iteration 31Q: 3 clusters Score -637661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -637664.000000 Penalty: 4161.573242
	Iteration 32Q: 3 clusters Score -637664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -637669.187500 Penalty: 4161.573242
	Iteration 33Q: 3 clusters Score -637669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -637672.687500 Penalty: 4161.573242
	Iteration 34Q: 3 clusters Score -637672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -637677.875000 Penalty: 4161.573242
	Iteration 35Q: 3 clusters Score -637677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -637682.187500 Penalty: 4161.573242
	Iteration 36Q: 3 clusters Score -637682.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -637686.000000 Penalty: 4161.573242
	Iteration 37Q: 3 clusters Score -637686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -637690.437500 Penalty: 4161.573242
	Iteration 38Q: 3 clusters Score -637690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -637698.312500 Penalty: 4161.573242
	Iteration 39Q: 3 clusters Score -637698.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -637705.687500 Penalty: 4161.573242
	Iteration 40F: 3 clusters Score -637705.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -637712.187500 Penalty: 4161.573242
	Iteration 41Q: 3 clusters Score -637712.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -637716.937500 Penalty: 4161.573242
	Iteration 42Q: 3 clusters Score -637716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -637718.500000 Penalty: 4161.573242
	Iteration 43Q: 3 clusters Score -637718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -637722.250000 Penalty: 4161.573242
	Iteration 44Q: 3 clusters Score -637722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -637726.562500 Penalty: 4161.573242
	Iteration 45Q: 3 clusters Score -637726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -637732.250000 Penalty: 4161.573242
	Iteration 46Q: 3 clusters Score -637732.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -637738.937500 Penalty: 4161.573242
	Iteration 47Q: 3 clusters Score -637738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -637746.937500 Penalty: 4161.573242
	Iteration 48Q: 3 clusters Score -637746.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -637755.187500 Penalty: 4161.573242
	Iteration 49Q: 3 clusters Score -637755.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -637766.562500 Penalty: 4161.573242
	Iteration 50Q: 3 clusters Score -637766.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -637785.937500 Penalty: 4161.573242
	Iteration 51Q: 3 clusters Score -637785.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -637804.437500 Penalty: 4161.573242
	Iteration 52Q: 3 clusters Score -637804.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -637829.000000 Penalty: 4161.573242
	Iteration 53Q: 3 clusters Score -637829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -637853.562500 Penalty: 4161.573242
	Iteration 54Q: 3 clusters Score -637853.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -637876.937500 Penalty: 4161.573242
	Iteration 55Q: 3 clusters Score -637876.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -637903.125000 Penalty: 4161.573242
	Iteration 56Q: 3 clusters Score -637903.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -637925.562500 Penalty: 4161.573242
	Iteration 57Q: 3 clusters Score -637925.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -637948.812500 Penalty: 4161.573242
	Iteration 58Q: 3 clusters Score -637948.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -637980.812500 Penalty: 4161.573242
	Iteration 59Q: 3 clusters Score -637980.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -638026.125000 Penalty: 4161.573242
	Iteration 60F: 3 clusters Score -638026.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -638065.062500 Penalty: 4161.573242
	Iteration 61Q: 3 clusters Score -638065.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -638114.812500 Penalty: 4161.573242
	Iteration 62Q: 3 clusters Score -638114.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -638165.812500 Penalty: 4161.573242
	Iteration 63Q: 3 clusters Score -638165.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -638227.437500 Penalty: 4161.573242
	Iteration 64Q: 3 clusters Score -638227.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -638284.500000 Penalty: 4161.573242
	Iteration 65Q: 3 clusters Score -638284.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -638338.687500 Penalty: 4161.573242
	Iteration 66Q: 3 clusters Score -638338.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -638380.375000 Penalty: 4161.573242
	Iteration 67Q: 3 clusters Score -638380.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -638414.437500 Penalty: 4161.573242
	Iteration 68Q: 3 clusters Score -638414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -638438.937500 Penalty: 4161.573242
	Iteration 69Q: 3 clusters Score -638438.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -638457.562500 Penalty: 4161.573242
	Iteration 70Q: 3 clusters Score -638457.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -638473.937500 Penalty: 4161.573242
	Iteration 71Q: 3 clusters Score -638473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -638484.875000 Penalty: 4161.573242
	Iteration 72Q: 3 clusters Score -638484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -638490.875000 Penalty: 4161.573242
	Iteration 73Q: 3 clusters Score -638490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -638496.687500 Penalty: 4161.573242
	Iteration 74Q: 3 clusters Score -638496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -638500.187500 Penalty: 4161.573242
	Iteration 75Q: 3 clusters Score -638500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -638503.375000 Penalty: 4161.573242
	Iteration 76Q: 3 clusters Score -638503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -638507.125000 Penalty: 4161.573242
	Iteration 77Q: 3 clusters Score -638507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -638508.375000 Penalty: 4161.573242
	Iteration 78Q: 3 clusters Score -638508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -638508.375000 Penalty: 4161.573242
	Iteration 79F: 3 clusters Score -638508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Entering Unmasked Estep 
Score: -5597547.000000 Penalty: 2608.590576
	Iteration 0F: 2 clusters Score -5597547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -5572306.500000 Penalty: 5217.181152
	Iteration 0F: 3 clusters Score -5572306 nChanged 16802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5581662.000000 Penalty: 5217.181152
	Iteration 1F: 3 clusters Score -5581662 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5582156.500000 Penalty: 5217.181152
	Iteration 2Q: 3 clusters Score -5582156 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5582698.500000 Penalty: 5217.181152
	Iteration 3Q: 3 clusters Score -5582698 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5583316.500000 Penalty: 5217.181152
	Iteration 4Q: 3 clusters Score -5583316 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5583981.500000 Penalty: 5217.181152
	Iteration 5Q: 3 clusters Score -5583982 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5584814.000000 Penalty: 5217.181152
	Iteration 6Q: 3 clusters Score -5584814 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5585755.500000 Penalty: 5217.181152
	Iteration 7F: 3 clusters Score -5585756 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5586842.500000 Penalty: 5217.181152
	Iteration 8F: 3 clusters Score -5586842 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5588112.500000 Penalty: 5217.181152
	Iteration 9F: 3 clusters Score -5588112 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -5589562.000000 Penalty: 5217.181152
	Iteration 10F: 3 clusters Score -5589562 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -5591012.000000 Penalty: 5217.181152
	Iteration 11F: 3 clusters Score -5591012 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5592280.000000 Penalty: 5217.181152
	Iteration 12Q: 3 clusters Score -5592280 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5593284.500000 Penalty: 5217.181152
	Iteration 13Q: 3 clusters Score -5593284 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5594044.500000 Penalty: 5217.181152
	Iteration 14Q: 3 clusters Score -5594044 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5594601.000000 Penalty: 5217.181152
	Iteration 15Q: 3 clusters Score -5594601 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5595001.000000 Penalty: 5217.181152
	Iteration 16Q: 3 clusters Score -5595001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5595286.500000 Penalty: 5217.181152
	Iteration 17Q: 3 clusters Score -5595286 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5595509.000000 Penalty: 5217.181152
	Iteration 18Q: 3 clusters Score -5595509 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5595623.000000 Penalty: 5217.181152
	Iteration 19Q: 3 clusters Score -5595623 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5595710.000000 Penalty: 5217.181152
	Iteration 20F: 3 clusters Score -5595710 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5595774.500000 Penalty: 5217.181152
	Iteration 21Q: 3 clusters Score -5595774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5595845.500000 Penalty: 5217.181152
	Iteration 22Q: 3 clusters Score -5595846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5595880.500000 Penalty: 5217.181152
	Iteration 23Q: 3 clusters Score -5595880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5595891.000000 Penalty: 5217.181152
	Iteration 24Q: 3 clusters Score -5595891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5595909.500000 Penalty: 5217.181152
	Iteration 25Q: 3 clusters Score -5595910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5595934.500000 Penalty: 5217.181152
	Iteration 26Q: 3 clusters Score -5595934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5595959.000000 Penalty: 5217.181152
	Iteration 27Q: 3 clusters Score -5595959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5595969.000000 Penalty: 5217.181152
	Iteration 28Q: 3 clusters Score -5595969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5595985.000000 Penalty: 5217.181152
	Iteration 29Q: 3 clusters Score -5595985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5596004.000000 Penalty: 5217.181152
	Iteration 30Q: 3 clusters Score -5596004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5596024.500000 Penalty: 5217.181152
	Iteration 31Q: 3 clusters Score -5596024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5596034.000000 Penalty: 5217.181152
	Iteration 32Q: 3 clusters Score -5596034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5596033.500000 Penalty: 5217.181152
	Iteration 33Q: 3 clusters Score -5596034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5596067.000000 Penalty: 5217.181152
	Iteration 34Q: 3 clusters Score -5596067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5596086.500000 Penalty: 5217.181152
	Iteration 35Q: 3 clusters Score -5596086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5596101.500000 Penalty: 5217.181152
	Iteration 36Q: 3 clusters Score -5596102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5596105.500000 Penalty: 5217.181152
	Iteration 37Q: 3 clusters Score -5596106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5596128.000000 Penalty: 5217.181152
	Iteration 38Q: 3 clusters Score -5596128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5596148.500000 Penalty: 5217.181152
	Iteration 39Q: 3 clusters Score -5596148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5596165.500000 Penalty: 5217.181152
	Iteration 40F: 3 clusters Score -5596166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5596174.500000 Penalty: 5217.181152
	Iteration 41Q: 3 clusters Score -5596174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5596199.500000 Penalty: 5217.181152
	Iteration 42Q: 3 clusters Score -5596200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5596218.000000 Penalty: 5217.181152
	Iteration 43Q: 3 clusters Score -5596218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5596233.500000 Penalty: 5217.181152
	Iteration 44Q: 3 clusters Score -5596234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5596247.500000 Penalty: 5217.181152
	Iteration 45Q: 3 clusters Score -5596248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5596255.500000 Penalty: 5217.181152
	Iteration 46Q: 3 clusters Score -5596256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5596264.000000 Penalty: 5217.181152
	Iteration 47Q: 3 clusters Score -5596264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5596269.000000 Penalty: 5217.181152
	Iteration 48Q: 3 clusters Score -5596269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5596269.500000 Penalty: 5217.181152
	Iteration 49Q: 3 clusters Score -5596270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5596268.000000 Penalty: 5217.181152
	Iteration 50Q: 3 clusters Score -5596268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5596264.500000 Penalty: 5217.181152
	Iteration 51Q: 3 clusters Score -5596264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5596264.500000 Penalty: 5217.181152
	Iteration 52F: 3 clusters Score -5596264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -668194.687500 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -668194.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -663973.687500 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -663973.7 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -664972.187500 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -664972.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -665204.187500 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -665204.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -665349.687500 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -665349.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -665460.000000 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -665460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -665538.750000 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -665538.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -665593.562500 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -665593.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -665634.500000 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -665634.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -665681.312500 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -665681.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -665716.937500 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -665716.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -665759.500000 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -665759.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -665820.312500 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -665820.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -665898.562500 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -665898.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -665980.187500 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -665980.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -666030.437500 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -666030.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -666075.375000 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -666075.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -666119.125000 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -666119.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -666158.812500 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -666158.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -666190.062500 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -666190.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -666221.187500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -666221.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -666251.250000 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -666251.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -666272.250000 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -666272.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -666293.375000 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -666293.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -666319.437500 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -666319.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -666346.500000 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -666346.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -666372.000000 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -666372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -666403.000000 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -666403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -666433.250000 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -666433.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -666452.625000 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -666452.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -666478.187500 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -666478.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -666493.812500 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -666493.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -666510.937500 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -666510.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -666532.687500 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -666532.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -666556.437500 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -666556.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -666575.437500 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -666575.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -666589.562500 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -666589.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -666602.937500 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -666602.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -666612.500000 Penalty: 4169.948730
	Iteration 37Q: 3 clusters Score -666612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -666618.562500 Penalty: 4169.948730
	Iteration 38Q: 3 clusters Score -666618.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -666623.937500 Penalty: 4169.948730
	Iteration 39Q: 3 clusters Score -666623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -666628.812500 Penalty: 4169.948730
	Iteration 40F: 3 clusters Score -666628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -666635.750000 Penalty: 4169.948730
	Iteration 41Q: 3 clusters Score -666635.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -666643.937500 Penalty: 4169.948730
	Iteration 42Q: 3 clusters Score -666643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -666652.375000 Penalty: 4169.948730
	Iteration 43Q: 3 clusters Score -666652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -666661.312500 Penalty: 4169.948730
	Iteration 44Q: 3 clusters Score -666661.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -666677.562500 Penalty: 4169.948730
	Iteration 45Q: 3 clusters Score -666677.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -666693.125000 Penalty: 4169.948730
	Iteration 46Q: 3 clusters Score -666693.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -666713.937500 Penalty: 4169.948730
	Iteration 47Q: 3 clusters Score -666713.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -666736.125000 Penalty: 4169.948730
	Iteration 48Q: 3 clusters Score -666736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -666750.125000 Penalty: 4169.948730
	Iteration 49Q: 3 clusters Score -666750.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -666759.812500 Penalty: 4169.948730
	Iteration 50Q: 3 clusters Score -666759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -666766.687500 Penalty: 4169.948730
	Iteration 51Q: 3 clusters Score -666766.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -666771.437500 Penalty: 4169.948730
	Iteration 52Q: 3 clusters Score -666771.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666774.625000 Penalty: 4169.948730
	Iteration 53Q: 3 clusters Score -666774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -666777.187500 Penalty: 4169.948730
	Iteration 54Q: 3 clusters Score -666777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -666780.062500 Penalty: 4169.948730
	Iteration 55Q: 3 clusters Score -666780.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -666784.500000 Penalty: 4169.948730
	Iteration 56Q: 3 clusters Score -666784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -666784.062500 Penalty: 4169.948730
	Iteration 57Q: 3 clusters Score -666784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -666785.062500 Penalty: 4169.948730
	Iteration 58Q: 3 clusters Score -666785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -666788.125000 Penalty: 4169.948730
	Iteration 59Q: 3 clusters Score -666788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -666786.562500 Penalty: 4169.948730
	Iteration 60F: 3 clusters Score -666786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -666788.687500 Penalty: 4169.948730
	Iteration 61Q: 3 clusters Score -666788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -666790.437500 Penalty: 4169.948730
	Iteration 62Q: 3 clusters Score -666790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -666790.562500 Penalty: 4169.948730
	Iteration 63Q: 3 clusters Score -666790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -666791.750000 Penalty: 4169.948730
	Iteration 64Q: 3 clusters Score -666791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -666790.812500 Penalty: 4169.948730
	Iteration 65Q: 3 clusters Score -666790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -666791.687500 Penalty: 4169.948730
	Iteration 66Q: 3 clusters Score -666791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -666791.687500 Penalty: 4169.948730
	Iteration 67F: 3 clusters Score -666791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Entering Unmasked Estep 
Score: -6089006.500000 Penalty: 2629.732422
	Iteration 0F: 2 clusters Score -6089006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -6061805.000000 Penalty: 5259.464844
	Iteration 0F: 3 clusters Score -6061805 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6071608.000000 Penalty: 5259.464844
	Iteration 1F: 3 clusters Score -6071608 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -6072110.000000 Penalty: 5259.464844
	Iteration 2Q: 3 clusters Score -6072110 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -6072671.500000 Penalty: 5259.464844
	Iteration 3Q: 3 clusters Score -6072672 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6073400.500000 Penalty: 5259.464844
	Iteration 4Q: 3 clusters Score -6073400 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6074520.500000 Penalty: 5259.464844
	Iteration 5F: 3 clusters Score -6074520 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -6076318.500000 Penalty: 5259.464844
	Iteration 6F: 3 clusters Score -6076318 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -6078898.500000 Penalty: 5259.464844
	Iteration 7F: 3 clusters Score -6078898 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -6081934.000000 Penalty: 5259.464844
	Iteration 8F: 3 clusters Score -6081934 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -6084482.500000 Penalty: 5259.464844
	Iteration 9F: 3 clusters Score -6084482 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -6085787.500000 Penalty: 5259.464844
	Iteration 10Q: 3 clusters Score -6085788 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -6086284.000000 Penalty: 5259.464844
	Iteration 11Q: 3 clusters Score -6086284 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -6086475.500000 Penalty: 5259.464844
	Iteration 12Q: 3 clusters Score -6086476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -6086561.500000 Penalty: 5259.464844
	Iteration 13Q: 3 clusters Score -6086562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -6086616.000000 Penalty: 5259.464844
	Iteration 14Q: 3 clusters Score -6086616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -6086643.000000 Penalty: 5259.464844
	Iteration 15Q: 3 clusters Score -6086643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -6086660.000000 Penalty: 5259.464844
	Iteration 16Q: 3 clusters Score -6086660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -6086674.500000 Penalty: 5259.464844
	Iteration 17Q: 3 clusters Score -6086674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -6086694.500000 Penalty: 5259.464844
	Iteration 18Q: 3 clusters Score -6086694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -6086692.500000 Penalty: 5259.464844
	Iteration 19Q: 3 clusters Score -6086692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -6086696.000000 Penalty: 5259.464844
	Iteration 20F: 3 clusters Score -6086696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -6086700.000000 Penalty: 5259.464844
	Iteration 21Q: 3 clusters Score -6086700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -6086700.500000 Penalty: 5259.464844
	Iteration 22Q: 3 clusters Score -6086700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6086702.500000 Penalty: 5259.464844
	Iteration 23Q: 3 clusters Score -6086702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -6086702.500000 Penalty: 5259.464844
	Iteration 24Q: 3 clusters Score -6086702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -6086702.500000 Penalty: 5259.464844
	Iteration 25F: 3 clusters Score -6086702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Entering Unmasked Estep 
Score: -2599423.250000 Penalty: 2414.619873
	Iteration 0F: 2 clusters Score -2599423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2587238.500000 Penalty: 4829.239746
	Iteration 0F: 3 clusters Score -2587238 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2591029.250000 Penalty: 4829.239746
	Iteration 1F: 3 clusters Score -2591029 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2591333.000000 Penalty: 4829.239746
	Iteration 2Q: 3 clusters Score -2591333 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2591576.750000 Penalty: 4829.239746
	Iteration 3Q: 3 clusters Score -2591577 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2591797.000000 Penalty: 4829.239746
	Iteration 4Q: 3 clusters Score -2591797 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2592011.500000 Penalty: 4829.239746
	Iteration 5Q: 3 clusters Score -2592012 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2592281.750000 Penalty: 4829.239746
	Iteration 6Q: 3 clusters Score -2592282 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2592589.500000 Penalty: 4829.239746
	Iteration 7Q: 3 clusters Score -2592590 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2593019.250000 Penalty: 4829.239746
	Iteration 8Q: 3 clusters Score -2593019 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2593647.500000 Penalty: 4829.239746
	Iteration 9F: 3 clusters Score -2593648 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2594499.000000 Penalty: 4829.239746
	Iteration 10F: 3 clusters Score -2594499 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2595389.750000 Penalty: 4829.239746
	Iteration 11F: 3 clusters Score -2595390 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2596139.250000 Penalty: 4829.239746
	Iteration 12Q: 3 clusters Score -2596139 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2596651.000000 Penalty: 4829.239746
	Iteration 13Q: 3 clusters Score -2596651 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2596946.750000 Penalty: 4829.239746
	Iteration 14Q: 3 clusters Score -2596947 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2597099.750000 Penalty: 4829.239746
	Iteration 15Q: 3 clusters Score -2597100 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2597179.250000 Penalty: 4829.239746
	Iteration 16Q: 3 clusters Score -2597179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2597225.500000 Penalty: 4829.239746
	Iteration 17Q: 3 clusters Score -2597226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2597251.500000 Penalty: 4829.239746
	Iteration 18Q: 3 clusters Score -2597252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2597274.250000 Penalty: 4829.239746
	Iteration 19Q: 3 clusters Score -2597274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2597288.750000 Penalty: 4829.239746
	Iteration 20F: 3 clusters Score -2597289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2597290.500000 Penalty: 4829.239746
	Iteration 21Q: 3 clusters Score -2597290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2597296.750000 Penalty: 4829.239746
	Iteration 22Q: 3 clusters Score -2597297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2597300.750000 Penalty: 4829.239746
	Iteration 23Q: 3 clusters Score -2597301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2597300.750000 Penalty: 4829.239746
	Iteration 24F: 3 clusters Score -2597301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Entering Unmasked Estep 
Score: -1658262.000000 Penalty: 2307.891602
	Iteration 0F: 2 clusters Score -1658262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1649938.750000 Penalty: 4615.783203
	Iteration 0F: 3 clusters Score -1649939 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1652525.750000 Penalty: 4615.783203
	Iteration 1F: 3 clusters Score -1652526 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1652997.000000 Penalty: 4615.783203
	Iteration 2F: 3 clusters Score -1652997 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1653548.250000 Penalty: 4615.783203
	Iteration 3F: 3 clusters Score -1653548 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1654181.125000 Penalty: 4615.783203
	Iteration 4F: 3 clusters Score -1654181 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1654831.250000 Penalty: 4615.783203
	Iteration 5F: 3 clusters Score -1654831 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1655383.000000 Penalty: 4615.783203
	Iteration 6F: 3 clusters Score -1655383 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1655804.625000 Penalty: 4615.783203
	Iteration 7F: 3 clusters Score -1655805 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1656045.375000 Penalty: 4615.783203
	Iteration 8Q: 3 clusters Score -1656045 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1656198.000000 Penalty: 4615.783203
	Iteration 9Q: 3 clusters Score -1656198 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1656299.875000 Penalty: 4615.783203
	Iteration 10Q: 3 clusters Score -1656300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1656372.750000 Penalty: 4615.783203
	Iteration 11Q: 3 clusters Score -1656373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1656419.375000 Penalty: 4615.783203
	Iteration 12Q: 3 clusters Score -1656419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1656452.125000 Penalty: 4615.783203
	Iteration 13Q: 3 clusters Score -1656452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1656476.125000 Penalty: 4615.783203
	Iteration 14Q: 3 clusters Score -1656476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1656502.625000 Penalty: 4615.783203
	Iteration 15Q: 3 clusters Score -1656503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1656522.250000 Penalty: 4615.783203
	Iteration 16Q: 3 clusters Score -1656522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1656535.125000 Penalty: 4615.783203
	Iteration 17Q: 3 clusters Score -1656535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1656548.500000 Penalty: 4615.783203
	Iteration 18Q: 3 clusters Score -1656548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1656558.000000 Penalty: 4615.783203
	Iteration 19Q: 3 clusters Score -1656558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1656570.000000 Penalty: 4615.783203
	Iteration 20F: 3 clusters Score -1656570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1656585.750000 Penalty: 4615.783203
	Iteration 21Q: 3 clusters Score -1656586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1656597.375000 Penalty: 4615.783203
	Iteration 22Q: 3 clusters Score -1656597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1656606.375000 Penalty: 4615.783203
	Iteration 23Q: 3 clusters Score -1656606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1656616.000000 Penalty: 4615.783203
	Iteration 24Q: 3 clusters Score -1656616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1656623.625000 Penalty: 4615.783203
	Iteration 25Q: 3 clusters Score -1656624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1656623.875000 Penalty: 4615.783203
	Iteration 26Q: 3 clusters Score -1656624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1656631.000000 Penalty: 4615.783203
	Iteration 27Q: 3 clusters Score -1656631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1656633.125000 Penalty: 4615.783203
	Iteration 28Q: 3 clusters Score -1656633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1656635.500000 Penalty: 4615.783203
	Iteration 29Q: 3 clusters Score -1656636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1656637.500000 Penalty: 4615.783203
	Iteration 30Q: 3 clusters Score -1656638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1656640.250000 Penalty: 4615.783203
	Iteration 31Q: 3 clusters Score -1656640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1656642.375000 Penalty: 4615.783203
	Iteration 32Q: 3 clusters Score -1656642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1656640.250000 Penalty: 4615.783203
	Iteration 33Q: 3 clusters Score -1656640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1656642.625000 Penalty: 4615.783203
	Iteration 34Q: 3 clusters Score -1656643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1656641.875000 Penalty: 4615.783203
	Iteration 35Q: 3 clusters Score -1656642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1656645.125000 Penalty: 4615.783203
	Iteration 36Q: 3 clusters Score -1656645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1656645.750000 Penalty: 4615.783203
	Iteration 37Q: 3 clusters Score -1656646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1656645.500000 Penalty: 4615.783203
	Iteration 38Q: 3 clusters Score -1656646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1656648.750000 Penalty: 4615.783203
	Iteration 39Q: 3 clusters Score -1656649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1656646.750000 Penalty: 4615.783203
	Iteration 40F: 3 clusters Score -1656647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -288195.562500 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -288195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285517.656250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -285517.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -286153.625000 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -286153.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -286487.468750 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -286487.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -286825.312500 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -286825.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -287162.000000 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -287162 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -287407.625000 Penalty: 3824.928223
	Iteration 5F: 3 clusters Score -287407.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -287574.906250 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -287574.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -287672.218750 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -287672.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -287713.625000 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -287713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -287732.312500 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -287732.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -287742.187500 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -287742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -287748.062500 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -287748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -287754.312500 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -287754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -287761.343750 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -287761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -287765.343750 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -287765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -287768.656250 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -287768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -287769.593750 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -287769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -287769.593750 Penalty: 3824.928223
	Iteration 17F: 3 clusters Score -287769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -495607.218750 Penalty: 2008.237183
	Iteration 0F: 2 clusters Score -495607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -492160.187500 Penalty: 4016.474365
	Iteration 0F: 3 clusters Score -492160.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -492891.437500 Penalty: 4016.474365
	Iteration 1F: 3 clusters Score -492891.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -493049.343750 Penalty: 4016.474365
	Iteration 2F: 3 clusters Score -493049.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -493158.718750 Penalty: 4016.474365
	Iteration 3Q: 3 clusters Score -493158.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -493233.250000 Penalty: 4016.474365
	Iteration 4Q: 3 clusters Score -493233.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -493277.875000 Penalty: 4016.474365
	Iteration 5Q: 3 clusters Score -493277.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -493319.375000 Penalty: 4016.474365
	Iteration 6Q: 3 clusters Score -493319.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -493347.718750 Penalty: 4016.474365
	Iteration 7Q: 3 clusters Score -493347.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -493372.062500 Penalty: 4016.474365
	Iteration 8Q: 3 clusters Score -493372.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -493398.968750 Penalty: 4016.474365
	Iteration 9Q: 3 clusters Score -493399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -493416.937500 Penalty: 4016.474365
	Iteration 10Q: 3 clusters Score -493416.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -493430.000000 Penalty: 4016.474365
	Iteration 11Q: 3 clusters Score -493430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -493450.343750 Penalty: 4016.474365
	Iteration 12Q: 3 clusters Score -493450.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -493469.656250 Penalty: 4016.474365
	Iteration 13Q: 3 clusters Score -493469.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -493490.281250 Penalty: 4016.474365
	Iteration 14Q: 3 clusters Score -493490.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -493507.156250 Penalty: 4016.474365
	Iteration 15Q: 3 clusters Score -493507.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -493520.125000 Penalty: 4016.474365
	Iteration 16Q: 3 clusters Score -493520.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -493538.312500 Penalty: 4016.474365
	Iteration 17Q: 3 clusters Score -493538.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -493565.125000 Penalty: 4016.474365
	Iteration 18Q: 3 clusters Score -493565.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -493590.437500 Penalty: 4016.474365
	Iteration 19Q: 3 clusters Score -493590.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -493614.500000 Penalty: 4016.474365
	Iteration 20F: 3 clusters Score -493614.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -493634.812500 Penalty: 4016.474365
	Iteration 21Q: 3 clusters Score -493634.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -493657.312500 Penalty: 4016.474365
	Iteration 22Q: 3 clusters Score -493657.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -493676.062500 Penalty: 4016.474365
	Iteration 23Q: 3 clusters Score -493676.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -493698.281250 Penalty: 4016.474365
	Iteration 24Q: 3 clusters Score -493698.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -493720.281250 Penalty: 4016.474365
	Iteration 25Q: 3 clusters Score -493720.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -493740.156250 Penalty: 4016.474365
	Iteration 26Q: 3 clusters Score -493740.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -493761.937500 Penalty: 4016.474365
	Iteration 27Q: 3 clusters Score -493761.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -493781.781250 Penalty: 4016.474365
	Iteration 28Q: 3 clusters Score -493781.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -493802.125000 Penalty: 4016.474365
	Iteration 29Q: 3 clusters Score -493802.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -493817.593750 Penalty: 4016.474365
	Iteration 30Q: 3 clusters Score -493817.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -493826.750000 Penalty: 4016.474365
	Iteration 31Q: 3 clusters Score -493826.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -493832.906250 Penalty: 4016.474365
	Iteration 32Q: 3 clusters Score -493832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -493844.187500 Penalty: 4016.474365
	Iteration 33Q: 3 clusters Score -493844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -493854.625000 Penalty: 4016.474365
	Iteration 34Q: 3 clusters Score -493854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -493864.218750 Penalty: 4016.474365
	Iteration 35Q: 3 clusters Score -493864.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -493873.906250 Penalty: 4016.474365
	Iteration 36Q: 3 clusters Score -493873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -493885.625000 Penalty: 4016.474365
	Iteration 37Q: 3 clusters Score -493885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -493892.562500 Penalty: 4016.474365
	Iteration 38Q: 3 clusters Score -493892.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -493901.812500 Penalty: 4016.474365
	Iteration 39Q: 3 clusters Score -493901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -493910.656250 Penalty: 4016.474365
	Iteration 40F: 3 clusters Score -493910.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -493914.250000 Penalty: 4016.474365
	Iteration 41Q: 3 clusters Score -493914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -493916.250000 Penalty: 4016.474365
	Iteration 42Q: 3 clusters Score -493916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -493916.250000 Penalty: 4016.474365
	Iteration 43F: 3 clusters Score -493916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -30123.550781 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -30123.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29042.707031 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -29042.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29186.087891 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -29186.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29228.250000 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -29228.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29247.429688 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -29247.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29254.197266 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -29254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29262.908203 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -29262.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29292.955078 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -29292.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29305.203125 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -29305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29323.650391 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -29323.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29345.550781 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -29345.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29352.435547 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -29352.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29353.265625 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -29353.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29353.265625 Penalty: 2730.644531
	Iteration 12F: 3 clusters Score -29353.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Entering Unmasked Estep 
Score: -2206078.250000 Penalty: 2376.705078
	Iteration 0F: 2 clusters Score -2206078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2195614.750000 Penalty: 4753.410156
	Iteration 0F: 3 clusters Score -2195615 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2198877.000000 Penalty: 4753.410156
	Iteration 1F: 3 clusters Score -2198877 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2199204.250000 Penalty: 4753.410156
	Iteration 2F: 3 clusters Score -2199204 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2199484.000000 Penalty: 4753.410156
	Iteration 3Q: 3 clusters Score -2199484 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2199727.000000 Penalty: 4753.410156
	Iteration 4Q: 3 clusters Score -2199727 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2199924.500000 Penalty: 4753.410156
	Iteration 5Q: 3 clusters Score -2199924 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2200124.750000 Penalty: 4753.410156
	Iteration 6Q: 3 clusters Score -2200125 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2200314.500000 Penalty: 4753.410156
	Iteration 7Q: 3 clusters Score -2200314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2200501.000000 Penalty: 4753.410156
	Iteration 8Q: 3 clusters Score -2200501 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2200679.750000 Penalty: 4753.410156
	Iteration 9Q: 3 clusters Score -2200680 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2200882.250000 Penalty: 4753.410156
	Iteration 10Q: 3 clusters Score -2200882 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2201114.500000 Penalty: 4753.410156
	Iteration 11Q: 3 clusters Score -2201114 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2201345.750000 Penalty: 4753.410156
	Iteration 12Q: 3 clusters Score -2201346 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2201603.500000 Penalty: 4753.410156
	Iteration 13Q: 3 clusters Score -2201604 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2201896.250000 Penalty: 4753.410156
	Iteration 14Q: 3 clusters Score -2201896 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2202200.750000 Penalty: 4753.410156
	Iteration 15Q: 3 clusters Score -2202201 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2202530.500000 Penalty: 4753.410156
	Iteration 16Q: 3 clusters Score -2202530 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2202832.000000 Penalty: 4753.410156
	Iteration 17Q: 3 clusters Score -2202832 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2203109.750000 Penalty: 4753.410156
	Iteration 18Q: 3 clusters Score -2203110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2203359.750000 Penalty: 4753.410156
	Iteration 19Q: 3 clusters Score -2203360 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2203550.000000 Penalty: 4753.410156
	Iteration 20F: 3 clusters Score -2203550 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2203692.250000 Penalty: 4753.410156
	Iteration 21Q: 3 clusters Score -2203692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2203819.750000 Penalty: 4753.410156
	Iteration 22Q: 3 clusters Score -2203820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2203879.500000 Penalty: 4753.410156
	Iteration 23Q: 3 clusters Score -2203880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2203930.500000 Penalty: 4753.410156
	Iteration 24Q: 3 clusters Score -2203930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2203964.250000 Penalty: 4753.410156
	Iteration 25Q: 3 clusters Score -2203964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2203989.500000 Penalty: 4753.410156
	Iteration 26Q: 3 clusters Score -2203990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2204005.750000 Penalty: 4753.410156
	Iteration 27Q: 3 clusters Score -2204006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2204014.750000 Penalty: 4753.410156
	Iteration 28Q: 3 clusters Score -2204015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2204027.750000 Penalty: 4753.410156
	Iteration 29Q: 3 clusters Score -2204028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2204041.750000 Penalty: 4753.410156
	Iteration 30Q: 3 clusters Score -2204042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2204049.000000 Penalty: 4753.410156
	Iteration 31Q: 3 clusters Score -2204049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2204053.000000 Penalty: 4753.410156
	Iteration 32Q: 3 clusters Score -2204053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2204055.750000 Penalty: 4753.410156
	Iteration 33Q: 3 clusters Score -2204056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2204061.750000 Penalty: 4753.410156
	Iteration 34Q: 3 clusters Score -2204062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2204067.750000 Penalty: 4753.410156
	Iteration 35Q: 3 clusters Score -2204068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2204068.500000 Penalty: 4753.410156
	Iteration 36Q: 3 clusters Score -2204068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2204072.500000 Penalty: 4753.410156
	Iteration 37Q: 3 clusters Score -2204072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2204074.500000 Penalty: 4753.410156
	Iteration 38Q: 3 clusters Score -2204074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2204080.500000 Penalty: 4753.410156
	Iteration 39Q: 3 clusters Score -2204080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2204085.500000 Penalty: 4753.410156
	Iteration 40F: 3 clusters Score -2204086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2204090.250000 Penalty: 4753.410156
	Iteration 41Q: 3 clusters Score -2204090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2204092.750000 Penalty: 4753.410156
	Iteration 42Q: 3 clusters Score -2204093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2204100.000000 Penalty: 4753.410156
	Iteration 43Q: 3 clusters Score -2204100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2204100.250000 Penalty: 4753.410156
	Iteration 44Q: 3 clusters Score -2204100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2204100.250000 Penalty: 4753.410156
	Iteration 45F: 3 clusters Score -2204100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -191370.250000 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -191370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -189253.593750 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -189253.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -189629.546875 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -189629.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -189749.640625 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -189749.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189837.625000 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -189837.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -189921.218750 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -189921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189994.062500 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -189994.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -190058.468750 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -190058.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -190113.203125 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -190113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190140.625000 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -190140.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -190154.156250 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -190154.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -190168.625000 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -190168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190185.343750 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -190185.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190195.953125 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -190196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190198.750000 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -190198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -190204.328125 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -190204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190211.906250 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -190211.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -190221.984375 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -190222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -190232.437500 Penalty: 3566.948730
	Iteration 17Q: 3 clusters Score -190232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -190242.375000 Penalty: 3566.948730
	Iteration 18Q: 3 clusters Score -190242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190247.531250 Penalty: 3566.948730
	Iteration 19Q: 3 clusters Score -190247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190249.921875 Penalty: 3566.948730
	Iteration 20F: 3 clusters Score -190249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -190251.484375 Penalty: 3566.948730
	Iteration 21Q: 3 clusters Score -190251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -190252.421875 Penalty: 3566.948730
	Iteration 22Q: 3 clusters Score -190252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -190254.015625 Penalty: 3566.948730
	Iteration 23Q: 3 clusters Score -190254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -190255.625000 Penalty: 3566.948730
	Iteration 24Q: 3 clusters Score -190255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190257.859375 Penalty: 3566.948730
	Iteration 25Q: 3 clusters Score -190257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190257.859375 Penalty: 3566.948730
	Iteration 26F: 3 clusters Score -190257.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -103501.742188 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -103501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101775.921875 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -101775.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102112.468750 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -102112.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102283.554688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -102283.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102376.906250 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -102376.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102434.445312 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -102434.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -102477.679688 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -102477.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -102518.687500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -102518.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102567.835938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -102567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -102602.890625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -102602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102627.796875 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -102627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102653.945312 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -102653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102667.515625 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -102667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102678.875000 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -102678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -102685.117188 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -102685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -102690.523438 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -102690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102692.367188 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -102692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102692.367188 Penalty: 3306.179199
	Iteration 16F: 3 clusters Score -102692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -87002.546875 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -87002.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85431.882812 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -85431.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85744.523438 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -85744.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85939.898438 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -85939.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86118.796875 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -86118.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86257.265625 Penalty: 3222.400391
	Iteration 4Q: 3 clusters Score -86257.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86356.898438 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -86356.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86439.625000 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -86439.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86488.773438 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -86488.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86514.406250 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -86514.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86542.570312 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -86542.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86552.578125 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -86552.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86558.468750 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -86558.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86564.632812 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -86564.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86570.226562 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -86570.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86570.679688 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -86570.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86570.679688 Penalty: 3222.400391
	Iteration 15F: 3 clusters Score -86570.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -14455.440430 Penalty: 1223.749512
	Iteration 0F: 2 clusters Score -14455.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13705.193359 Penalty: 2447.499023
	Iteration 0F: 3 clusters Score -13705.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13793.393555 Penalty: 2447.499023
	Iteration 1F: 3 clusters Score -13793.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13828.247070 Penalty: 2447.499023
	Iteration 2Q: 3 clusters Score -13828.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13840.065430 Penalty: 2447.499023
	Iteration 3Q: 3 clusters Score -13840.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13841.750977 Penalty: 2447.499023
	Iteration 4Q: 3 clusters Score -13841.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13843.026367 Penalty: 2447.499023
	Iteration 5Q: 3 clusters Score -13843.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13843.026367 Penalty: 2447.499023
	Iteration 6F: 3 clusters Score -13843.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (110167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Entering Unmasked Estep 
Score: -16982006.000000 Penalty: 2879.218750
	Iteration 0F: 2 clusters Score -1.698201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -16912566.000000 Penalty: 5758.437500
	Iteration 0F: 3 clusters Score -1.691257e+07 nChanged 52127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -16941878.000000 Penalty: 5758.437500
	Iteration 1F: 3 clusters Score -1.694188e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -16942858.000000 Penalty: 5758.437500
	Iteration 2Q: 3 clusters Score -1.694286e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -16944086.000000 Penalty: 5758.437500
	Iteration 3Q: 3 clusters Score -1.694409e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -16945834.000000 Penalty: 5758.437500
	Iteration 4Q: 3 clusters Score -1.694583e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -16948544.000000 Penalty: 5758.437500
	Iteration 5Q: 3 clusters Score -1.694854e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -16952712.000000 Penalty: 5758.437500
	Iteration 6F: 3 clusters Score -1.695271e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -16958940.000000 Penalty: 5758.437500
	Iteration 7F: 3 clusters Score -1.695894e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -16966840.000000 Penalty: 5758.437500
	Iteration 8F: 3 clusters Score -1.696684e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -16973136.000000 Penalty: 5758.437500
	Iteration 9F: 3 clusters Score -1.697314e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -16976584.000000 Penalty: 5758.437500
	Iteration 10Q: 3 clusters Score -1.697658e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -16978072.000000 Penalty: 5758.437500
	Iteration 11Q: 3 clusters Score -1.697807e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -16978764.000000 Penalty: 5758.437500
	Iteration 12Q: 3 clusters Score -1.697876e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -16979194.000000 Penalty: 5758.437500
	Iteration 13Q: 3 clusters Score -1.697919e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -16979456.000000 Penalty: 5758.437500
	Iteration 14Q: 3 clusters Score -1.697946e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -16979612.000000 Penalty: 5758.437500
	Iteration 15Q: 3 clusters Score -1.697961e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -16979698.000000 Penalty: 5758.437500
	Iteration 16Q: 3 clusters Score -1.69797e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -16979758.000000 Penalty: 5758.437500
	Iteration 17Q: 3 clusters Score -1.697976e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -16979800.000000 Penalty: 5758.437500
	Iteration 18Q: 3 clusters Score -1.69798e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -16979816.000000 Penalty: 5758.437500
	Iteration 19Q: 3 clusters Score -1.697982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -16979864.000000 Penalty: 5758.437500
	Iteration 20F: 3 clusters Score -1.697986e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 108125 members 
Entering Unmasked Estep 
Score: -16979864.000000 Penalty: 5758.437500
	Iteration 21Q: 3 clusters Score -1.697986e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -16979910.000000 Penalty: 5758.437500
	Iteration 22Q: 3 clusters Score -1.697991e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -16979926.000000 Penalty: 5758.437500
	Iteration 23Q: 3 clusters Score -1.697993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -16979938.000000 Penalty: 5758.437500
	Iteration 24Q: 3 clusters Score -1.697994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 108294 members 
Entering Unmasked Estep 
Score: -16979958.000000 Penalty: 5758.437500
	Iteration 25Q: 3 clusters Score -1.697996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -16979942.000000 Penalty: 5758.437500
	Iteration 26Q: 3 clusters Score -1.697994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -16979940.000000 Penalty: 5758.437500
	Iteration 27Q: 3 clusters Score -1.697994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -16979936.000000 Penalty: 5758.437500
	Iteration 28Q: 3 clusters Score -1.697994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 108384 members 
Entering Unmasked Estep 
Score: -16979932.000000 Penalty: 5758.437500
	Iteration 29Q: 3 clusters Score -1.697993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -16979918.000000 Penalty: 5758.437500
	Iteration 30Q: 3 clusters Score -1.697992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -16979922.000000 Penalty: 5758.437500
	Iteration 31Q: 3 clusters Score -1.697992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -16979924.000000 Penalty: 5758.437500
	Iteration 32Q: 3 clusters Score -1.697992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 108409 members 
Entering Unmasked Estep 
Score: -16979930.000000 Penalty: 5758.437500
	Iteration 33Q: 3 clusters Score -1.697993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -16979942.000000 Penalty: 5758.437500
	Iteration 34Q: 3 clusters Score -1.697994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -16979968.000000 Penalty: 5758.437500
	Iteration 35Q: 3 clusters Score -1.697997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -16979976.000000 Penalty: 5758.437500
	Iteration 36Q: 3 clusters Score -1.697998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -16979988.000000 Penalty: 5758.437500
	Iteration 37Q: 3 clusters Score -1.697999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -16979980.000000 Penalty: 5758.437500
	Iteration 38Q: 3 clusters Score -1.697998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -16979986.000000 Penalty: 5758.437500
	Iteration 39Q: 3 clusters Score -1.697999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -16979992.000000 Penalty: 5758.437500
	Iteration 40F: 3 clusters Score -1.697999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -84146.828125 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -84146.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82564.718750 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -82564.72 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82782.968750 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -82782.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82850.046875 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -82850.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82899.132812 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -82899.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82957.812500 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -82957.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83041.265625 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -83041.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83150.687500 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -83150.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83235.953125 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -83235.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83267.257812 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -83267.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83278.093750 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -83278.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83294.671875 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -83294.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83311.296875 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -83311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83319.226562 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -83319.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83322.789062 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -83322.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83322.789062 Penalty: 3177.812500
	Iteration 14F: 3 clusters Score -83322.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -72454.890625 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -72454.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70943.984375 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -70943.98 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71202.398438 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -71202.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71303.609375 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -71303.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71370.515625 Penalty: 3203.335693
	Iteration 3Q: 3 clusters Score -71370.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71428.640625 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -71428.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71464.718750 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -71464.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71483.117188 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -71483.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71506.429688 Penalty: 3203.335693
	Iteration 7Q: 3 clusters Score -71506.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71516.148438 Penalty: 3203.335693
	Iteration 8Q: 3 clusters Score -71516.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71519.203125 Penalty: 3203.335693
	Iteration 9Q: 3 clusters Score -71519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71519.203125 Penalty: 3203.335693
	Iteration 10F: 3 clusters Score -71519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -177350.921875 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -177350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -175230.859375 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -175230.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -175561.921875 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -175561.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -175678.937500 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -175678.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175753.453125 Penalty: 3527.310059
	Iteration 3Q: 3 clusters Score -175753.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175813.828125 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -175813.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175850.000000 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -175850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175870.187500 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -175870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -175890.187500 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -175890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175915.546875 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -175915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175951.406250 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -175951.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -176008.421875 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -176008.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -176065.703125 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -176065.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -176144.375000 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -176144.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -176269.015625 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -176269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -176414.109375 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -176414.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -176526.203125 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -176526.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -176586.328125 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -176586.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -176647.390625 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -176647.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -176694.578125 Penalty: 3527.310059
	Iteration 18Q: 3 clusters Score -176694.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -176721.921875 Penalty: 3527.310059
	Iteration 19Q: 3 clusters Score -176721.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176750.000000 Penalty: 3527.310059
	Iteration 20F: 3 clusters Score -176750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -176771.078125 Penalty: 3527.310059
	Iteration 21Q: 3 clusters Score -176771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -176781.890625 Penalty: 3527.310059
	Iteration 22Q: 3 clusters Score -176781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -176792.171875 Penalty: 3527.310059
	Iteration 23Q: 3 clusters Score -176792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -176799.718750 Penalty: 3527.310059
	Iteration 24Q: 3 clusters Score -176799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -176803.203125 Penalty: 3527.310059
	Iteration 25Q: 3 clusters Score -176803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -176804.328125 Penalty: 3527.310059
	Iteration 26Q: 3 clusters Score -176804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176805.062500 Penalty: 3527.310059
	Iteration 27Q: 3 clusters Score -176805.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -176805.062500 Penalty: 3527.310059
	Iteration 28F: 3 clusters Score -176805.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -20492.191406 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -20492.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19604.218750 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -19604.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19741.945312 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -19741.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19796.691406 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -19796.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19825.863281 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -19825.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19825.863281 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -19825.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (117816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117816 members 
Entering Unmasked Estep 
Score: -18130882.000000 Penalty: 2895.865967
	Iteration 0F: 2 clusters Score -1.813088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -18057490.000000 Penalty: 5791.731934
	Iteration 0F: 3 clusters Score -1.805749e+07 nChanged 56019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -18089980.000000 Penalty: 5791.731934
	Iteration 1F: 3 clusters Score -1.808998e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -18091322.000000 Penalty: 5791.731934
	Iteration 2Q: 3 clusters Score -1.809132e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -18093046.000000 Penalty: 5791.731934
	Iteration 3Q: 3 clusters Score -1.809305e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -18095484.000000 Penalty: 5791.731934
	Iteration 4Q: 3 clusters Score -1.809548e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -18099026.000000 Penalty: 5791.731934
	Iteration 5F: 3 clusters Score -1.809903e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -18103904.000000 Penalty: 5791.731934
	Iteration 6F: 3 clusters Score -1.81039e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -18109494.000000 Penalty: 5791.731934
	Iteration 7F: 3 clusters Score -1.810949e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -18115000.000000 Penalty: 5791.731934
	Iteration 8F: 3 clusters Score -1.8115e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -18118990.000000 Penalty: 5791.731934
	Iteration 9F: 3 clusters Score -1.811899e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -18121514.000000 Penalty: 5791.731934
	Iteration 10Q: 3 clusters Score -1.812151e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -18122856.000000 Penalty: 5791.731934
	Iteration 11Q: 3 clusters Score -1.812286e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91820 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -18123680.000000 Penalty: 5791.731934
	Iteration 12Q: 3 clusters Score -1.812368e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -18124360.000000 Penalty: 5791.731934
	Iteration 13Q: 3 clusters Score -1.812436e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -18125168.000000 Penalty: 5791.731934
	Iteration 14Q: 3 clusters Score -1.812517e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97492 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -18125880.000000 Penalty: 5791.731934
	Iteration 15Q: 3 clusters Score -1.812588e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -18126520.000000 Penalty: 5791.731934
	Iteration 16Q: 3 clusters Score -1.812652e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -18127096.000000 Penalty: 5791.731934
	Iteration 17Q: 3 clusters Score -1.81271e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -18127710.000000 Penalty: 5791.731934
	Iteration 18Q: 3 clusters Score -1.812771e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -18128278.000000 Penalty: 5791.731934
	Iteration 19Q: 3 clusters Score -1.812828e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -18128612.000000 Penalty: 5791.731934
	Iteration 20F: 3 clusters Score -1.812861e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -18129010.000000 Penalty: 5791.731934
	Iteration 21Q: 3 clusters Score -1.812901e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -18129350.000000 Penalty: 5791.731934
	Iteration 22Q: 3 clusters Score -1.812935e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112351 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -18129564.000000 Penalty: 5791.731934
	Iteration 23Q: 3 clusters Score -1.812956e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -18129632.000000 Penalty: 5791.731934
	Iteration 24Q: 3 clusters Score -1.812963e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -18129650.000000 Penalty: 5791.731934
	Iteration 25Q: 3 clusters Score -1.812965e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114464 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -18129668.000000 Penalty: 5791.731934
	Iteration 26Q: 3 clusters Score -1.812967e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114892 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -18129708.000000 Penalty: 5791.731934
	Iteration 27Q: 3 clusters Score -1.812971e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -18129700.000000 Penalty: 5791.731934
	Iteration 28Q: 3 clusters Score -1.81297e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115499 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -18129650.000000 Penalty: 5791.731934
	Iteration 29Q: 3 clusters Score -1.812965e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115712 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18129602.000000 Penalty: 5791.731934
	Iteration 30Q: 3 clusters Score -1.81296e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115884 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -18129600.000000 Penalty: 5791.731934
	Iteration 31Q: 3 clusters Score -1.81296e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18129562.000000 Penalty: 5791.731934
	Iteration 32Q: 3 clusters Score -1.812956e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -18129556.000000 Penalty: 5791.731934
	Iteration 33Q: 3 clusters Score -1.812956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -18129494.000000 Penalty: 5791.731934
	Iteration 34Q: 3 clusters Score -1.812949e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -18129490.000000 Penalty: 5791.731934
	Iteration 35Q: 3 clusters Score -1.812949e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18129472.000000 Penalty: 5791.731934
	Iteration 36Q: 3 clusters Score -1.812947e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -18129474.000000 Penalty: 5791.731934
	Iteration 37Q: 3 clusters Score -1.812947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116412 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -18129480.000000 Penalty: 5791.731934
	Iteration 38Q: 3 clusters Score -1.812948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -18129496.000000 Penalty: 5791.731934
	Iteration 39Q: 3 clusters Score -1.81295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -18129478.000000 Penalty: 5791.731934
	Iteration 40F: 3 clusters Score -1.812948e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116484 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -18129456.000000 Penalty: 5791.731934
	Iteration 41Q: 3 clusters Score -1.812946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116499 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -18129478.000000 Penalty: 5791.731934
	Iteration 42Q: 3 clusters Score -1.812948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116515 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18129486.000000 Penalty: 5791.731934
	Iteration 43Q: 3 clusters Score -1.812949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -18129462.000000 Penalty: 5791.731934
	Iteration 44Q: 3 clusters Score -1.812946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -18129462.000000 Penalty: 5791.731934
	Iteration 45Q: 3 clusters Score -1.812946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116535 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18129464.000000 Penalty: 5791.731934
	Iteration 46Q: 3 clusters Score -1.812946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18129460.000000 Penalty: 5791.731934
	Iteration 47Q: 3 clusters Score -1.812946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18129462.000000 Penalty: 5791.731934
	Iteration 48Q: 3 clusters Score -1.812946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18129462.000000 Penalty: 5791.731934
	Iteration 49F: 3 clusters Score -1.812946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (60 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score -5879.174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Deleted class 1: not enough members
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: 113129.625000 Penalty: 1015.397461
	Iteration 0F: 2 clusters Score 113129.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5879.174316 Penalty: 1015.397461
	Iteration 1F: 2 clusters Score -5879.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160854 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22419 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40286 members 
Mstep: Class 26 contains 16922 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110167 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117816 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155664.000000 Penalty: 136814.000000
Iteration 479Q: 42 clusters Score -1.041557e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160861 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22419 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40280 members 
Mstep: Class 26 contains 16923 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110162 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117821 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155712.000000 Penalty: 136814.000000
Iteration 480F: 42 clusters Score -1.041557e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160872 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22419 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40276 members 
Mstep: Class 26 contains 16924 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14522 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110160 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117818 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155736.000000 Penalty: 136814.000000
Iteration 481Q: 42 clusters Score -1.041557e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160878 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36995 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40276 members 
Mstep: Class 26 contains 16923 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110152 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117820 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155664.000000 Penalty: 136814.000000
Iteration 482Q: 42 clusters Score -1.041557e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160879 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36993 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40276 members 
Mstep: Class 26 contains 16923 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110150 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117824 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155664.000000 Penalty: 136814.000000
Iteration 483Q: 42 clusters Score -1.041557e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160882 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36993 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40274 members 
Mstep: Class 26 contains 16924 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110150 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117824 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155720.000000 Penalty: 136814.000000
Iteration 484Q: 42 clusters Score -1.041557e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160881 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40269 members 
Mstep: Class 26 contains 16924 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110151 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117828 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155768.000000 Penalty: 136814.000000
Iteration 485Q: 42 clusters Score -1.041558e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160884 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22423 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4404 members 
Mstep: Class 23 contains 36992 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40265 members 
Mstep: Class 26 contains 16925 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110151 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117829 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155728.000000 Penalty: 136814.000000
Iteration 486Q: 42 clusters Score -1.041557e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160882 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36991 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40262 members 
Mstep: Class 26 contains 16925 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110153 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117834 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155656.000000 Penalty: 136814.000000
Iteration 487Q: 42 clusters Score -1.041557e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160875 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36991 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40261 members 
Mstep: Class 26 contains 16926 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110158 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117837 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155688.000000 Penalty: 136814.000000
Iteration 488Q: 42 clusters Score -1.041557e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160871 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36991 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40261 members 
Mstep: Class 26 contains 16927 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110160 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117838 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155704.000000 Penalty: 136814.000000
Iteration 489Q: 42 clusters Score -1.041557e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160865 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40260 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110169 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117835 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155688.000000 Penalty: 136814.000000
Iteration 490Q: 42 clusters Score -1.041557e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160860 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40259 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110172 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117838 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155624.000000 Penalty: 136814.000000
Iteration 491Q: 42 clusters Score -1.041556e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 160854 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26316 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40254 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14524 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110178 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117842 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155640.000000 Penalty: 136814.000000
Iteration 492Q: 42 clusters Score -1.041556e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160855 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40250 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110182 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117841 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155704.000000 Penalty: 136814.000000
Iteration 493Q: 42 clusters Score -1.041557e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160857 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40247 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3287 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110186 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117838 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155712.000000 Penalty: 136814.000000
Iteration 494Q: 42 clusters Score -1.041557e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160857 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26315 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40240 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110195 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117835 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155712.000000 Penalty: 136814.000000
Iteration 495Q: 42 clusters Score -1.041557e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160867 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26314 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40235 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110196 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117830 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155664.000000 Penalty: 136814.000000
Iteration 496Q: 42 clusters Score -1.041557e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160871 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40232 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110195 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117831 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155648.000000 Penalty: 136814.000000
Iteration 497Q: 42 clusters Score -1.041556e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160873 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40229 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110196 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117831 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155688.000000 Penalty: 136814.000000
Iteration 498Q: 42 clusters Score -1.041557e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160877 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40227 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110195 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117830 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155672.000000 Penalty: 136814.000000
Iteration 499Q: 42 clusters Score -1.041557e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160880 members 
Mstep: Class 3 contains 158 members 
Mstep: Class 4 contains 30775 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 22424 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 15187 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 2298 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 4403 members 
Mstep: Class 23 contains 36990 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 40225 members 
Mstep: Class 26 contains 16929 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 785 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 139 members 
Mstep: Class 37 contains 110198 members 
Mstep: Class 38 contains 606 members 
Mstep: Class 39 contains 638 members 
Mstep: Class 40 contains 1226 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 117826 members 
Mstep: Class 43 contains 60 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155696.000000 Penalty: 136814.000000
Iteration 500F: 42 clusters Score -1.041557e+08 nChanged 13
Maximum iterations exceeded
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -313720288.000000 Penalty: 147984.718750
24->42 Clusters: Score -313720288.000000, best is -314844288.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 697565 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 28834 members 
Mstep: Class 3 contains 29132 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 29198 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 29339 members 
Mstep: Class 8 contains 29308 members 
Mstep: Class 9 contains 29449 members 
Mstep: Class 10 contains 28891 members 
Mstep: Class 11 contains 29403 members 
Mstep: Class 12 contains 29331 members 
Mstep: Class 13 contains 29170 members 
Mstep: Class 14 contains 28719 members 
Mstep: Class 15 contains 28774 members 
Mstep: Class 16 contains 28870 members 
Mstep: Class 17 contains 28971 members 
Mstep: Class 18 contains 29111 members 
Mstep: Class 19 contains 29280 members 
Mstep: Class 20 contains 29002 members 
Mstep: Class 21 contains 29138 members 
Mstep: Class 22 contains 28920 members 
Mstep: Class 23 contains 29022 members 
Mstep: Class 24 contains 29118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1240.584839 but Gain 3336.929688
Score: -97364664.000000 Penalty: 76749.320312
Iteration 0F: 24 clusters Score -9.736466e+07 nChanged 668111
Entering Unmasked Mstep 
Mstep: Class 0 contains 3515 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 4 contains 7449 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 41309 members 
Mstep: Class 8 contains 11162 members 
Mstep: Class 9 contains 12175 members 
Mstep: Class 10 contains 21312 members 
Mstep: Class 11 contains 103575 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 11264 members 
Mstep: Class 15 contains 12283 members 
Mstep: Class 16 contains 44284 members 
Mstep: Class 17 contains 161514 members 
Mstep: Class 18 contains 64527 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 35061 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 31251 members 
Mstep: Class 24 contains 31310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101716448.000000 Penalty: 76749.320312
Iteration 1F: 24 clusters Score -1.017164e+08 nChanged 335374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2674 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 27170 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 13596 members 
Mstep: Class 11 contains 109088 members 
Mstep: Class 12 contains 10478 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 8934 members 
Mstep: Class 15 contains 6668 members 
Mstep: Class 16 contains 31615 members 
Mstep: Class 17 contains 275974 members 
Mstep: Class 18 contains 30705 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 27507 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 25761 members 
Mstep: Class 24 contains 28984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102883352.000000 Penalty: 76749.320312
Iteration 2F: 24 clusters Score -1.028834e+08 nChanged 195333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2362 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 16957 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 7867 members 
Mstep: Class 7 contains 23409 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 94647 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 14 contains 8726 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 47543 members 
Mstep: Class 17 contains 292005 members 
Mstep: Class 18 contains 22002 members 
Mstep: Class 19 contains 14164 members 
Mstep: Class 20 contains 4916 members 
Mstep: Class 21 contains 21760 members 
Mstep: Class 22 contains 5590 members 
Mstep: Class 23 contains 14461 members 
Mstep: Class 24 contains 25677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103356952.000000 Penalty: 76749.320312
Iteration 3F: 24 clusters Score -1.03357e+08 nChanged 121100
Entering Unmasked Mstep 
Mstep: Class 0 contains 2198 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 21944 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 9538 members 
Mstep: Class 7 contains 16941 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 20487 members 
Mstep: Class 11 contains 103894 members 
Mstep: Class 12 contains 1773 members 
Mstep: Class 13 contains 4207 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 53104 members 
Mstep: Class 17 contains 280583 members 
Mstep: Class 18 contains 17341 members 
Mstep: Class 19 contains 16216 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 18646 members 
Mstep: Class 22 contains 3706 members 
Mstep: Class 23 contains 8961 members 
Mstep: Class 24 contains 21814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103604064.000000 Penalty: 76749.320312
Iteration 4F: 24 clusters Score -1.036041e+08 nChanged 86257
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 24154 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 3126 members 
Mstep: Class 6 contains 9555 members 
Mstep: Class 7 contains 11132 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 28474 members 
Mstep: Class 11 contains 126609 members 
Mstep: Class 12 contains 2762 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 6520 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 54320 members 
Mstep: Class 17 contains 258217 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 18450 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 6182 members 
Mstep: Class 24 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103848344.000000 Penalty: 76749.320312
Iteration 5F: 24 clusters Score -1.038483e+08 nChanged 65860
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 25535 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 7225 members 
Mstep: Class 10 contains 34088 members 
Mstep: Class 11 contains 146144 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 6643 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 54497 members 
Mstep: Class 17 contains 240111 members 
Mstep: Class 18 contains 13660 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 18641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103916304.000000 Penalty: 76749.320312
Iteration 6F: 24 clusters Score -1.039163e+08 nChanged 50204
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 3277 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 36644 members 
Mstep: Class 11 contains 155411 members 
Mstep: Class 12 contains 2622 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 231859 members 
Mstep: Class 18 contains 13024 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 7522 members 
Mstep: Class 21 contains 18981 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 18602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103951608.000000 Penalty: 76749.320312
Iteration 7F: 24 clusters Score -1.039516e+08 nChanged 38884
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 27187 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 7031 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 37575 members 
Mstep: Class 11 contains 158793 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 8579 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 53663 members 
Mstep: Class 17 contains 229267 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 13603 members 
Mstep: Class 20 contains 8412 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 4136 members 
Mstep: Class 24 contains 19064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103970224.000000 Penalty: 76749.320312
Iteration 8F: 24 clusters Score -1.039702e+08 nChanged 28885
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 27631 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 38127 members 
Mstep: Class 11 contains 160454 members 
Mstep: Class 12 contains 2587 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 9763 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 53039 members 
Mstep: Class 17 contains 227499 members 
Mstep: Class 18 contains 12230 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 18645 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 19815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103981120.000000 Penalty: 76749.320312
Iteration 9Q: 24 clusters Score -1.039811e+08 nChanged 21801
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 27933 members 
Mstep: Class 4 contains 2930 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 4257 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 6291 members 
Mstep: Class 10 contains 38741 members 
Mstep: Class 11 contains 161387 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 9558 members 
Mstep: Class 14 contains 10578 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 52458 members 
Mstep: Class 17 contains 225798 members 
Mstep: Class 18 contains 12017 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 10040 members 
Mstep: Class 21 contains 18316 members 
Mstep: Class 22 contains 1421 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 20682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103988888.000000 Penalty: 76749.320312
Iteration 10Q: 24 clusters Score -1.039889e+08 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 28103 members 
Mstep: Class 4 contains 2868 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 4232 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 9 contains 6180 members 
Mstep: Class 10 contains 39473 members 
Mstep: Class 11 contains 162007 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 51908 members 
Mstep: Class 17 contains 224034 members 
Mstep: Class 18 contains 11933 members 
Mstep: Class 19 contains 10968 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 18059 members 
Mstep: Class 22 contains 1360 members 
Mstep: Class 23 contains 5094 members 
Mstep: Class 24 contains 21608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103995184.000000 Penalty: 76749.320312
Iteration 11Q: 24 clusters Score -1.039952e+08 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 28124 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 4262 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 40245 members 
Mstep: Class 11 contains 162459 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 9972 members 
Mstep: Class 14 contains 11964 members 
Mstep: Class 15 contains 2722 members 
Mstep: Class 16 contains 51412 members 
Mstep: Class 17 contains 222389 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 10174 members 
Mstep: Class 20 contains 11291 members 
Mstep: Class 21 contains 17787 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 22477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104001168.000000 Penalty: 76749.320312
Iteration 12Q: 24 clusters Score -1.040012e+08 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 28034 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 4724 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 6065 members 
Mstep: Class 10 contains 40986 members 
Mstep: Class 11 contains 162610 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 9980 members 
Mstep: Class 14 contains 12542 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 51011 members 
Mstep: Class 17 contains 221151 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 11836 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 1287 members 
Mstep: Class 23 contains 6137 members 
Mstep: Class 24 contains 23207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104006504.000000 Penalty: 76749.320312
Iteration 13Q: 24 clusters Score -1.040065e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 27872 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 4727 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 41657 members 
Mstep: Class 11 contains 162613 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 50714 members 
Mstep: Class 17 contains 220155 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 8811 members 
Mstep: Class 20 contains 12162 members 
Mstep: Class 21 contains 17493 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 23796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104010472.000000 Penalty: 76749.320312
Iteration 14Q: 24 clusters Score -1.040105e+08 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 27686 members 
Mstep: Class 4 contains 2699 members 
Mstep: Class 5 contains 3471 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 11 contains 162505 members 
Mstep: Class 12 contains 2580 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 50477 members 
Mstep: Class 17 contains 219418 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 17488 members 
Mstep: Class 22 contains 1248 members 
Mstep: Class 23 contains 7094 members 
Mstep: Class 24 contains 24259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104013184.000000 Penalty: 76749.320312
Iteration 15Q: 24 clusters Score -1.040132e+08 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 27511 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 4924 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 42778 members 
Mstep: Class 11 contains 162304 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 9586 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 50362 members 
Mstep: Class 17 contains 218882 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 7803 members 
Mstep: Class 20 contains 12524 members 
Mstep: Class 21 contains 17487 members 
Mstep: Class 22 contains 1239 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 24569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104016464.000000 Penalty: 76749.320312
Iteration 16Q: 24 clusters Score -1.040165e+08 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 27332 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 5077 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 43206 members 
Mstep: Class 11 contains 162033 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 13972 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 50277 members 
Mstep: Class 17 contains 218638 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 12672 members 
Mstep: Class 21 contains 17485 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 7895 members 
Mstep: Class 24 contains 24824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104021456.000000 Penalty: 76749.320312
Iteration 17Q: 24 clusters Score -1.040215e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 27169 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 3544 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 43583 members 
Mstep: Class 11 contains 161786 members 
Mstep: Class 12 contains 2584 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 50203 members 
Mstep: Class 17 contains 218371 members 
Mstep: Class 18 contains 10859 members 
Mstep: Class 19 contains 7148 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 17480 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 8252 members 
Mstep: Class 24 contains 25012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104027104.000000 Penalty: 76749.320312
Iteration 18Q: 24 clusters Score -1.040271e+08 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 27023 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 4906 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 5788 members 
Mstep: Class 10 contains 43894 members 
Mstep: Class 11 contains 161431 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 8347 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 16 contains 50165 members 
Mstep: Class 17 contains 218262 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 6919 members 
Mstep: Class 20 contains 12902 members 
Mstep: Class 21 contains 17500 members 
Mstep: Class 22 contains 1234 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 25154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104029224.000000 Penalty: 76749.320312
Iteration 19Q: 24 clusters Score -1.040292e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 26867 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 7908 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 2425 members 
Mstep: Class 9 contains 5717 members 
Mstep: Class 10 contains 44153 members 
Mstep: Class 11 contains 161156 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 7858 members 
Mstep: Class 14 contains 14480 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 50134 members 
Mstep: Class 17 contains 218236 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 17598 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 25243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104033072.000000 Penalty: 76749.320312
Iteration 20F: 24 clusters Score -1.040331e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 26633 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 5183 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 44359 members 
Mstep: Class 11 contains 160913 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 7440 members 
Mstep: Class 14 contains 14600 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 50103 members 
Mstep: Class 17 contains 218276 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 6549 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 17627 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 25327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104036272.000000 Penalty: 76749.320312
Iteration 21Q: 24 clusters Score -1.040363e+08 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 26348 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 5355 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 44552 members 
Mstep: Class 11 contains 160665 members 
Mstep: Class 12 contains 2568 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 2388 members 
Mstep: Class 16 contains 50075 members 
Mstep: Class 17 contains 218476 members 
Mstep: Class 18 contains 9496 members 
Mstep: Class 19 contains 6338 members 
Mstep: Class 20 contains 12893 members 
Mstep: Class 21 contains 17745 members 
Mstep: Class 22 contains 1192 members 
Mstep: Class 23 contains 9673 members 
Mstep: Class 24 contains 25405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104037688.000000 Penalty: 76749.320312
Iteration 22Q: 24 clusters Score -1.040377e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 26039 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 10860 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 44705 members 
Mstep: Class 11 contains 160436 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 6815 members 
Mstep: Class 14 contains 14773 members 
Mstep: Class 15 contains 2375 members 
Mstep: Class 16 contains 50066 members 
Mstep: Class 17 contains 218700 members 
Mstep: Class 18 contains 9176 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 17812 members 
Mstep: Class 22 contains 1180 members 
Mstep: Class 23 contains 10052 members 
Mstep: Class 24 contains 25448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104038616.000000 Penalty: 76749.320312
Iteration 23Q: 24 clusters Score -1.040386e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 25719 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 11729 members 
Mstep: Class 7 contains 5784 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 44861 members 
Mstep: Class 11 contains 160291 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 50063 members 
Mstep: Class 17 contains 218829 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 12679 members 
Mstep: Class 21 contains 17863 members 
Mstep: Class 22 contains 1170 members 
Mstep: Class 23 contains 10405 members 
Mstep: Class 24 contains 25485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104039832.000000 Penalty: 76749.320312
Iteration 24Q: 24 clusters Score -1.040398e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 25350 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 12509 members 
Mstep: Class 7 contains 6038 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 45014 members 
Mstep: Class 11 contains 160165 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 14892 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 50085 members 
Mstep: Class 17 contains 218955 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 5896 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 17907 members 
Mstep: Class 22 contains 1164 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 25472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104040152.000000 Penalty: 76749.320312
Iteration 25Q: 24 clusters Score -1.040402e+08 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 24954 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 13211 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 5512 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 160058 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 14922 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 50115 members 
Mstep: Class 17 contains 219108 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 5791 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 17922 members 
Mstep: Class 22 contains 1162 members 
Mstep: Class 23 contains 11127 members 
Mstep: Class 24 contains 25420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104040760.000000 Penalty: 76749.320312
Iteration 26Q: 24 clusters Score -1.040408e+08 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 24509 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 2914 members 
Mstep: Class 6 contains 13874 members 
Mstep: Class 7 contains 6732 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 159963 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 6203 members 
Mstep: Class 14 contains 14933 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 50136 members 
Mstep: Class 17 contains 219273 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 12209 members 
Mstep: Class 21 contains 17937 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 11488 members 
Mstep: Class 24 contains 25373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104041704.000000 Penalty: 76749.320312
Iteration 27Q: 24 clusters Score -1.040417e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 24063 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 7180 members 
Mstep: Class 8 contains 2547 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 45376 members 
Mstep: Class 11 contains 159902 members 
Mstep: Class 12 contains 2562 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 14929 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 50161 members 
Mstep: Class 17 contains 219505 members 
Mstep: Class 18 contains 7664 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 17958 members 
Mstep: Class 22 contains 1156 members 
Mstep: Class 23 contains 11828 members 
Mstep: Class 24 contains 25326 members 
Entering Unmasked Estep 
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Iteration 28Q: 24 clusters Score -1.040429e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 23598 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 7715 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 45474 members 
Mstep: Class 11 contains 159844 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 14896 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 50193 members 
Mstep: Class 17 contains 219710 members 
Mstep: Class 18 contains 7331 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 20 contains 11753 members 
Mstep: Class 21 contains 17973 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 12155 members 
Mstep: Class 24 contains 25257 members 
Entering Unmasked Estep 
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Iteration 29Q: 24 clusters Score -1.040436e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 23110 members 
Mstep: Class 4 contains 2540 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 15402 members 
Mstep: Class 7 contains 8329 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 45582 members 
Mstep: Class 11 contains 159866 members 
Mstep: Class 12 contains 2557 members 
Mstep: Class 13 contains 6060 members 
Mstep: Class 14 contains 14843 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 50236 members 
Mstep: Class 17 contains 219797 members 
Mstep: Class 18 contains 7004 members 
Mstep: Class 19 contains 5583 members 
Mstep: Class 20 contains 11477 members 
Mstep: Class 21 contains 17985 members 
Mstep: Class 22 contains 1151 members 
Mstep: Class 23 contains 12514 members 
Mstep: Class 24 contains 25164 members 
Entering Unmasked Estep 
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Iteration 30Q: 24 clusters Score -1.040444e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 22602 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 45683 members 
Mstep: Class 11 contains 159902 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 14774 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 50281 members 
Mstep: Class 17 contains 219866 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 21 contains 17982 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 12909 members 
Mstep: Class 24 contains 25093 members 
Entering Unmasked Estep 
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Iteration 31Q: 24 clusters Score -1.040449e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 22074 members 
Mstep: Class 4 contains 2510 members 
Mstep: Class 5 contains 2711 members 
Mstep: Class 6 contains 16067 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 159883 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 14700 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 50317 members 
Mstep: Class 17 contains 219915 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 5529 members 
Mstep: Class 20 contains 10996 members 
Mstep: Class 21 contains 17969 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 13313 members 
Mstep: Class 24 contains 25020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104045552.000000 Penalty: 76749.320312
Iteration 32Q: 24 clusters Score -1.040456e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 21467 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 16318 members 
Mstep: Class 7 contains 9985 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 5428 members 
Mstep: Class 10 contains 45900 members 
Mstep: Class 11 contains 159860 members 
Mstep: Class 12 contains 2552 members 
Mstep: Class 13 contains 6000 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 50352 members 
Mstep: Class 17 contains 220056 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 5506 members 
Mstep: Class 20 contains 10813 members 
Mstep: Class 21 contains 17960 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 13720 members 
Mstep: Class 24 contains 24920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104046152.000000 Penalty: 76749.320312
Iteration 33Q: 24 clusters Score -1.040462e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 20821 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 16520 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 5421 members 
Mstep: Class 10 contains 45982 members 
Mstep: Class 11 contains 159877 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 14476 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 50384 members 
Mstep: Class 17 contains 220132 members 
Mstep: Class 18 contains 5752 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 17928 members 
Mstep: Class 22 contains 1154 members 
Mstep: Class 23 contains 14134 members 
Mstep: Class 24 contains 24840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104046680.000000 Penalty: 76749.320312
Iteration 34Q: 24 clusters Score -1.040467e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 20095 members 
Mstep: Class 4 contains 2477 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 16688 members 
Mstep: Class 7 contains 10782 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 46058 members 
Mstep: Class 11 contains 159897 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 14322 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 50413 members 
Mstep: Class 17 contains 220233 members 
Mstep: Class 18 contains 5548 members 
Mstep: Class 19 contains 5477 members 
Mstep: Class 20 contains 10546 members 
Mstep: Class 21 contains 17907 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 14531 members 
Mstep: Class 24 contains 24778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104047688.000000 Penalty: 76749.320312
Iteration 35Q: 24 clusters Score -1.040477e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 159949 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5955 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 50447 members 
Mstep: Class 17 contains 220344 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 17882 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 14930 members 
Mstep: Class 24 contains 24731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104049112.000000 Penalty: 76749.320312
Iteration 36Q: 24 clusters Score -1.040491e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 4 contains 2459 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 11354 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 46237 members 
Mstep: Class 11 contains 160022 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5953 members 
Mstep: Class 14 contains 13956 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 50473 members 
Mstep: Class 17 contains 220451 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 10413 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 15320 members 
Mstep: Class 24 contains 24677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104050432.000000 Penalty: 76749.320312
Iteration 37Q: 24 clusters Score -1.040504e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 17458 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 17027 members 
Mstep: Class 7 contains 11587 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46335 members 
Mstep: Class 11 contains 160116 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5945 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 50492 members 
Mstep: Class 17 contains 220550 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 17839 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 15648 members 
Mstep: Class 24 contains 24636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104052360.000000 Penalty: 76749.320312
Iteration 38Q: 24 clusters Score -1.040524e+08 nChanged 3596
Entering ConstructFrom: 
Score: -104052360.000000 Penalty: 76749.320312
Entering ConstructFrom: 
Trying to split cluster 1 (56242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Entering Unmasked Estep 
Score: -8468113.000000 Penalty: 2712.479980
	Iteration 0F: 2 clusters Score -8468113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -8430352.000000 Penalty: 5424.959961
	Iteration 0F: 3 clusters Score -8430352 nChanged 26122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -8444795.000000 Penalty: 5424.959961
	Iteration 1F: 3 clusters Score -8444795 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8445707.000000 Penalty: 5424.959961
	Iteration 2Q: 3 clusters Score -8445707 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -8446993.000000 Penalty: 5424.959961
	Iteration 3Q: 3 clusters Score -8446993 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -8449030.000000 Penalty: 5424.959961
	Iteration 4F: 3 clusters Score -8449030 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -8452392.000000 Penalty: 5424.959961
	Iteration 5F: 3 clusters Score -8452392 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -8457161.000000 Penalty: 5424.959961
	Iteration 6F: 3 clusters Score -8457161 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8462218.000000 Penalty: 5424.959961
	Iteration 7F: 3 clusters Score -8462218 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8466247.000000 Penalty: 5424.959961
	Iteration 8F: 3 clusters Score -8466247 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -8468648.000000 Penalty: 5424.959961
	Iteration 9Q: 3 clusters Score -8468648 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -8469723.000000 Penalty: 5424.959961
	Iteration 10Q: 3 clusters Score -8469723 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -8470244.000000 Penalty: 5424.959961
	Iteration 11Q: 3 clusters Score -8470244 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -8470515.000000 Penalty: 5424.959961
	Iteration 12Q: 3 clusters Score -8470515 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -8470755.000000 Penalty: 5424.959961
	Iteration 13Q: 3 clusters Score -8470755 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -8470893.000000 Penalty: 5424.959961
	Iteration 14Q: 3 clusters Score -8470893 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -8470998.000000 Penalty: 5424.959961
	Iteration 15Q: 3 clusters Score -8470998 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -8471051.000000 Penalty: 5424.959961
	Iteration 16Q: 3 clusters Score -8471051 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -8471126.000000 Penalty: 5424.959961
	Iteration 17Q: 3 clusters Score -8471126 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8471154.000000 Penalty: 5424.959961
	Iteration 18Q: 3 clusters Score -8471154 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8471185.000000 Penalty: 5424.959961
	Iteration 19Q: 3 clusters Score -8471185 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -8471240.000000 Penalty: 5424.959961
	Iteration 20F: 3 clusters Score -8471240 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -8471280.000000 Penalty: 5424.959961
	Iteration 21Q: 3 clusters Score -8471280 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -8471268.000000 Penalty: 5424.959961
	Iteration 22Q: 3 clusters Score -8471268 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -8471314.000000 Penalty: 5424.959961
	Iteration 23Q: 3 clusters Score -8471314 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -8471338.000000 Penalty: 5424.959961
	Iteration 24Q: 3 clusters Score -8471338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -8471354.000000 Penalty: 5424.959961
	Iteration 25Q: 3 clusters Score -8471354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -8471383.000000 Penalty: 5424.959961
	Iteration 26Q: 3 clusters Score -8471383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8471421.000000 Penalty: 5424.959961
	Iteration 27Q: 3 clusters Score -8471421 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8471447.000000 Penalty: 5424.959961
	Iteration 28Q: 3 clusters Score -8471447 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -8471444.000000 Penalty: 5424.959961
	Iteration 29Q: 3 clusters Score -8471444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -8471470.000000 Penalty: 5424.959961
	Iteration 30Q: 3 clusters Score -8471470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -8471480.000000 Penalty: 5424.959961
	Iteration 31Q: 3 clusters Score -8471480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -8471492.000000 Penalty: 5424.959961
	Iteration 32Q: 3 clusters Score -8471492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -8471509.000000 Penalty: 5424.959961
	Iteration 33Q: 3 clusters Score -8471509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8471521.000000 Penalty: 5424.959961
	Iteration 34Q: 3 clusters Score -8471521 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -8471534.000000 Penalty: 5424.959961
	Iteration 35Q: 3 clusters Score -8471534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -8471536.000000 Penalty: 5424.959961
	Iteration 36Q: 3 clusters Score -8471536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -8471551.000000 Penalty: 5424.959961
	Iteration 37Q: 3 clusters Score -8471551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -8471546.000000 Penalty: 5424.959961
	Iteration 38Q: 3 clusters Score -8471546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -8471554.000000 Penalty: 5424.959961
	Iteration 39Q: 3 clusters Score -8471554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -8471534.000000 Penalty: 5424.959961
	Iteration 40F: 3 clusters Score -8471534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -8471536.000000 Penalty: 5424.959961
	Iteration 41Q: 3 clusters Score -8471536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8471544.000000 Penalty: 5424.959961
	Iteration 42Q: 3 clusters Score -8471544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8471533.000000 Penalty: 5424.959961
	Iteration 43Q: 3 clusters Score -8471533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -8471527.000000 Penalty: 5424.959961
	Iteration 44Q: 3 clusters Score -8471527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8471530.000000 Penalty: 5424.959961
	Iteration 45Q: 3 clusters Score -8471530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -8471534.000000 Penalty: 5424.959961
	Iteration 46Q: 3 clusters Score -8471534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -8471535.000000 Penalty: 5424.959961
	Iteration 47Q: 3 clusters Score -8471535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -8471547.000000 Penalty: 5424.959961
	Iteration 48Q: 3 clusters Score -8471547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -8471564.000000 Penalty: 5424.959961
	Iteration 49Q: 3 clusters Score -8471564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -8471560.000000 Penalty: 5424.959961
	Iteration 50Q: 3 clusters Score -8471560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8471564.000000 Penalty: 5424.959961
	Iteration 51Q: 3 clusters Score -8471564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8471566.000000 Penalty: 5424.959961
	Iteration 52Q: 3 clusters Score -8471566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -8471574.000000 Penalty: 5424.959961
	Iteration 53Q: 3 clusters Score -8471574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -8471585.000000 Penalty: 5424.959961
	Iteration 54Q: 3 clusters Score -8471585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -8471577.000000 Penalty: 5424.959961
	Iteration 55Q: 3 clusters Score -8471577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -8471583.000000 Penalty: 5424.959961
	Iteration 56Q: 3 clusters Score -8471583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8471581.000000 Penalty: 5424.959961
	Iteration 57Q: 3 clusters Score -8471581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -8471576.000000 Penalty: 5424.959961
	Iteration 58Q: 3 clusters Score -8471576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -8471583.000000 Penalty: 5424.959961
	Iteration 59Q: 3 clusters Score -8471583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -8471584.000000 Penalty: 5424.959961
	Iteration 60F: 3 clusters Score -8471584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -8471589.000000 Penalty: 5424.959961
	Iteration 61Q: 3 clusters Score -8471589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -8471594.000000 Penalty: 5424.959961
	Iteration 62Q: 3 clusters Score -8471594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -8471595.000000 Penalty: 5424.959961
	Iteration 63Q: 3 clusters Score -8471595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -8471596.000000 Penalty: 5424.959961
	Iteration 64Q: 3 clusters Score -8471596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -8471598.000000 Penalty: 5424.959961
	Iteration 65Q: 3 clusters Score -8471598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8471589.000000 Penalty: 5424.959961
	Iteration 66Q: 3 clusters Score -8471589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -8471590.000000 Penalty: 5424.959961
	Iteration 67Q: 3 clusters Score -8471590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -8471594.000000 Penalty: 5424.959961
	Iteration 68Q: 3 clusters Score -8471594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -8471596.000000 Penalty: 5424.959961
	Iteration 69Q: 3 clusters Score -8471596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8471591.000000 Penalty: 5424.959961
	Iteration 70Q: 3 clusters Score -8471591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8471588.000000 Penalty: 5424.959961
	Iteration 71Q: 3 clusters Score -8471588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8471592.000000 Penalty: 5424.959961
	Iteration 72Q: 3 clusters Score -8471592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8471586.000000 Penalty: 5424.959961
	Iteration 73Q: 3 clusters Score -8471586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8471586.000000 Penalty: 5424.959961
	Iteration 74F: 3 clusters Score -8471586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 50511 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Entering Unmasked Estep 
Score: -104056080.000000 Penalty: 80086.250000
Splitting cluster 1 changes total score from -104052360.000000 to -104056080.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (16558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Entering Unmasked Estep 
Score: -2515997.000000 Penalty: 2409.226807
	Iteration 0F: 2 clusters Score -2515997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2504180.500000 Penalty: 4818.453613
	Iteration 0F: 3 clusters Score -2504180 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2508140.000000 Penalty: 4818.453613
	Iteration 1F: 3 clusters Score -2508140 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2508793.750000 Penalty: 4818.453613
	Iteration 2F: 3 clusters Score -2508794 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2509689.000000 Penalty: 4818.453613
	Iteration 3F: 3 clusters Score -2509689 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2510671.000000 Penalty: 4818.453613
	Iteration 4F: 3 clusters Score -2510671 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2511636.000000 Penalty: 4818.453613
	Iteration 5F: 3 clusters Score -2511636 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2512409.000000 Penalty: 4818.453613
	Iteration 6F: 3 clusters Score -2512409 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2512958.250000 Penalty: 4818.453613
	Iteration 7F: 3 clusters Score -2512958 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2513306.500000 Penalty: 4818.453613
	Iteration 8Q: 3 clusters Score -2513306 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2513511.500000 Penalty: 4818.453613
	Iteration 9Q: 3 clusters Score -2513512 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2513669.750000 Penalty: 4818.453613
	Iteration 10Q: 3 clusters Score -2513670 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2513811.250000 Penalty: 4818.453613
	Iteration 11Q: 3 clusters Score -2513811 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2513929.750000 Penalty: 4818.453613
	Iteration 12Q: 3 clusters Score -2513930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2514017.750000 Penalty: 4818.453613
	Iteration 13Q: 3 clusters Score -2514018 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2514110.000000 Penalty: 4818.453613
	Iteration 14Q: 3 clusters Score -2514110 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2514185.250000 Penalty: 4818.453613
	Iteration 15Q: 3 clusters Score -2514185 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2514255.750000 Penalty: 4818.453613
	Iteration 16Q: 3 clusters Score -2514256 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2514342.000000 Penalty: 4818.453613
	Iteration 17Q: 3 clusters Score -2514342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2514398.500000 Penalty: 4818.453613
	Iteration 18Q: 3 clusters Score -2514398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2514448.000000 Penalty: 4818.453613
	Iteration 19Q: 3 clusters Score -2514448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2514485.500000 Penalty: 4818.453613
	Iteration 20F: 3 clusters Score -2514486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2514523.500000 Penalty: 4818.453613
	Iteration 21Q: 3 clusters Score -2514524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2514558.750000 Penalty: 4818.453613
	Iteration 22Q: 3 clusters Score -2514559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2514581.000000 Penalty: 4818.453613
	Iteration 23Q: 3 clusters Score -2514581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2514597.500000 Penalty: 4818.453613
	Iteration 24Q: 3 clusters Score -2514598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2514612.500000 Penalty: 4818.453613
	Iteration 25Q: 3 clusters Score -2514612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2514625.250000 Penalty: 4818.453613
	Iteration 26Q: 3 clusters Score -2514625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2514639.250000 Penalty: 4818.453613
	Iteration 27Q: 3 clusters Score -2514639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2514657.250000 Penalty: 4818.453613
	Iteration 28Q: 3 clusters Score -2514657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2514668.750000 Penalty: 4818.453613
	Iteration 29Q: 3 clusters Score -2514669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2514679.000000 Penalty: 4818.453613
	Iteration 30Q: 3 clusters Score -2514679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2514680.000000 Penalty: 4818.453613
	Iteration 31Q: 3 clusters Score -2514680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2514680.750000 Penalty: 4818.453613
	Iteration 32Q: 3 clusters Score -2514681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2514684.250000 Penalty: 4818.453613
	Iteration 33Q: 3 clusters Score -2514684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2514686.750000 Penalty: 4818.453613
	Iteration 34Q: 3 clusters Score -2514687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2514691.750000 Penalty: 4818.453613
	Iteration 35Q: 3 clusters Score -2514692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2514696.000000 Penalty: 4818.453613
	Iteration 36Q: 3 clusters Score -2514696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2514699.750000 Penalty: 4818.453613
	Iteration 37Q: 3 clusters Score -2514700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2514710.000000 Penalty: 4818.453613
	Iteration 38Q: 3 clusters Score -2514710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2514706.750000 Penalty: 4818.453613
	Iteration 39Q: 3 clusters Score -2514707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2514706.250000 Penalty: 4818.453613
	Iteration 40F: 3 clusters Score -2514706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2514709.250000 Penalty: 4818.453613
	Iteration 41Q: 3 clusters Score -2514709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2514710.000000 Penalty: 4818.453613
	Iteration 42Q: 3 clusters Score -2514710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2514715.250000 Penalty: 4818.453613
	Iteration 43Q: 3 clusters Score -2514715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2514723.000000 Penalty: 4818.453613
	Iteration 44Q: 3 clusters Score -2514723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2514726.250000 Penalty: 4818.453613
	Iteration 45Q: 3 clusters Score -2514726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2514733.250000 Penalty: 4818.453613
	Iteration 46Q: 3 clusters Score -2514733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2514735.500000 Penalty: 4818.453613
	Iteration 47Q: 3 clusters Score -2514736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2514743.500000 Penalty: 4818.453613
	Iteration 48Q: 3 clusters Score -2514744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2514747.500000 Penalty: 4818.453613
	Iteration 49Q: 3 clusters Score -2514748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2514751.500000 Penalty: 4818.453613
	Iteration 50Q: 3 clusters Score -2514752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2514755.750000 Penalty: 4818.453613
	Iteration 51Q: 3 clusters Score -2514756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2514764.750000 Penalty: 4818.453613
	Iteration 52Q: 3 clusters Score -2514765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2514767.500000 Penalty: 4818.453613
	Iteration 53Q: 3 clusters Score -2514768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2514772.750000 Penalty: 4818.453613
	Iteration 54Q: 3 clusters Score -2514773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2514778.750000 Penalty: 4818.453613
	Iteration 55Q: 3 clusters Score -2514779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2514782.000000 Penalty: 4818.453613
	Iteration 56Q: 3 clusters Score -2514782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2514791.000000 Penalty: 4818.453613
	Iteration 57Q: 3 clusters Score -2514791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2514791.500000 Penalty: 4818.453613
	Iteration 58Q: 3 clusters Score -2514792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2514799.250000 Penalty: 4818.453613
	Iteration 59Q: 3 clusters Score -2514799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2514801.500000 Penalty: 4818.453613
	Iteration 60F: 3 clusters Score -2514802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2514809.000000 Penalty: 4818.453613
	Iteration 61Q: 3 clusters Score -2514809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2514833.500000 Penalty: 4818.453613
	Iteration 62Q: 3 clusters Score -2514834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2514847.750000 Penalty: 4818.453613
	Iteration 63Q: 3 clusters Score -2514848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2514875.000000 Penalty: 4818.453613
	Iteration 64Q: 3 clusters Score -2514875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2514918.750000 Penalty: 4818.453613
	Iteration 65Q: 3 clusters Score -2514919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2515024.750000 Penalty: 4818.453613
	Iteration 66Q: 3 clusters Score -2515025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2515126.000000 Penalty: 4818.453613
	Iteration 67Q: 3 clusters Score -2515126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2515203.750000 Penalty: 4818.453613
	Iteration 68Q: 3 clusters Score -2515204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2515249.500000 Penalty: 4818.453613
	Iteration 69Q: 3 clusters Score -2515250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2515282.500000 Penalty: 4818.453613
	Iteration 70Q: 3 clusters Score -2515282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2515308.500000 Penalty: 4818.453613
	Iteration 71Q: 3 clusters Score -2515308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2515318.750000 Penalty: 4818.453613
	Iteration 72Q: 3 clusters Score -2515319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2515330.500000 Penalty: 4818.453613
	Iteration 73Q: 3 clusters Score -2515330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2515334.250000 Penalty: 4818.453613
	Iteration 74Q: 3 clusters Score -2515334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2515339.500000 Penalty: 4818.453613
	Iteration 75Q: 3 clusters Score -2515340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2515342.500000 Penalty: 4818.453613
	Iteration 76Q: 3 clusters Score -2515342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2515339.750000 Penalty: 4818.453613
	Iteration 77Q: 3 clusters Score -2515340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2515341.000000 Penalty: 4818.453613
	Iteration 78Q: 3 clusters Score -2515341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2515346.000000 Penalty: 4818.453613
	Iteration 79Q: 3 clusters Score -2515346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2515346.000000 Penalty: 4818.453613
	Iteration 80F: 3 clusters Score -2515346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -367271.093750 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -367271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -364381.937500 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -364381.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -364969.625000 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -364969.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -365161.937500 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -365161.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -365309.343750 Penalty: 3869.692871
	Iteration 3F: 3 clusters Score -365309.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -365423.687500 Penalty: 3869.692871
	Iteration 4Q: 3 clusters Score -365423.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -365537.812500 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -365537.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -365638.406250 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -365638.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -365728.718750 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -365728.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -365830.250000 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -365830.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -365959.218750 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -365959.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -366120.375000 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -366120.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366294.593750 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -366294.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -366583.031250 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -366583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -367105.375000 Penalty: 3869.692871
	Iteration 13F: 3 clusters Score -367105.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -368646.218750 Penalty: 3869.692871
	Iteration 14F: 3 clusters Score -368646.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -370254.656250 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -370254.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -370757.937500 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -370757.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -370956.375000 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -370956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -370964.468750 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -370964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -370964.468750 Penalty: 3869.692871
	Iteration 19F: 3 clusters Score -370964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 50511 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Entering Unmasked Estep 
Score: -104058376.000000 Penalty: 83423.171875
Splitting cluster 4 changes total score from -104052360.000000 to -104058376.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -355781.218750 Penalty: 1952.274414
	Iteration 0F: 2 clusters Score -355781.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -353201.281250 Penalty: 3904.548828
	Iteration 0F: 3 clusters Score -353201.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -354832.968750 Penalty: 3904.548828
	Iteration 1F: 3 clusters Score -354833 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -356132.812500 Penalty: 3904.548828
	Iteration 2F: 3 clusters Score -356132.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -356909.500000 Penalty: 3904.548828
	Iteration 3F: 3 clusters Score -356909.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -358019.125000 Penalty: 3904.548828
	Iteration 4F: 3 clusters Score -358019.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -358643.031250 Penalty: 3904.548828
	Iteration 5F: 3 clusters Score -358643 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -358965.468750 Penalty: 3904.548828
	Iteration 6Q: 3 clusters Score -358965.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -359072.312500 Penalty: 3904.548828
	Iteration 7Q: 3 clusters Score -359072.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -359129.468750 Penalty: 3904.548828
	Iteration 8Q: 3 clusters Score -359129.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -359161.906250 Penalty: 3904.548828
	Iteration 9Q: 3 clusters Score -359161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -359185.812500 Penalty: 3904.548828
	Iteration 10Q: 3 clusters Score -359185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -359198.500000 Penalty: 3904.548828
	Iteration 11Q: 3 clusters Score -359198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -359208.718750 Penalty: 3904.548828
	Iteration 12Q: 3 clusters Score -359208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -359224.656250 Penalty: 3904.548828
	Iteration 13Q: 3 clusters Score -359224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -359235.656250 Penalty: 3904.548828
	Iteration 14Q: 3 clusters Score -359235.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -359245.843750 Penalty: 3904.548828
	Iteration 15Q: 3 clusters Score -359245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -359253.562500 Penalty: 3904.548828
	Iteration 16Q: 3 clusters Score -359253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -359271.750000 Penalty: 3904.548828
	Iteration 17Q: 3 clusters Score -359271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -359281.718750 Penalty: 3904.548828
	Iteration 18Q: 3 clusters Score -359281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -359286.312500 Penalty: 3904.548828
	Iteration 19Q: 3 clusters Score -359286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -359396.937500 Penalty: 3904.548828
	Iteration 20F: 3 clusters Score -359396.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -359750.500000 Penalty: 3904.548828
	Iteration 21Q: 3 clusters Score -359750.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -359908.343750 Penalty: 3904.548828
	Iteration 22Q: 3 clusters Score -359908.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -360030.500000 Penalty: 3904.548828
	Iteration 23Q: 3 clusters Score -360030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -360072.656250 Penalty: 3904.548828
	Iteration 24Q: 3 clusters Score -360072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -360083.093750 Penalty: 3904.548828
	Iteration 25Q: 3 clusters Score -360083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -360114.062500 Penalty: 3904.548828
	Iteration 26Q: 3 clusters Score -360114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -360126.875000 Penalty: 3904.548828
	Iteration 27Q: 3 clusters Score -360126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -360156.593750 Penalty: 3904.548828
	Iteration 28Q: 3 clusters Score -360156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -360166.000000 Penalty: 3904.548828
	Iteration 29Q: 3 clusters Score -360166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -360184.250000 Penalty: 3904.548828
	Iteration 30Q: 3 clusters Score -360184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -360188.562500 Penalty: 3904.548828
	Iteration 31Q: 3 clusters Score -360188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -360193.000000 Penalty: 3904.548828
	Iteration 32Q: 3 clusters Score -360193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -360197.406250 Penalty: 3904.548828
	Iteration 33Q: 3 clusters Score -360197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -360204.437500 Penalty: 3904.548828
	Iteration 34Q: 3 clusters Score -360204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -360207.093750 Penalty: 3904.548828
	Iteration 35Q: 3 clusters Score -360207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -360208.343750 Penalty: 3904.548828
	Iteration 36Q: 3 clusters Score -360208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -360209.843750 Penalty: 3904.548828
	Iteration 37Q: 3 clusters Score -360209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -360210.500000 Penalty: 3904.548828
	Iteration 38Q: 3 clusters Score -360210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -360218.937500 Penalty: 3904.548828
	Iteration 39F: 3 clusters Score -360218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -360221.343750 Penalty: 3904.548828
	Iteration 40F: 3 clusters Score -360221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -360223.000000 Penalty: 3904.548828
	Iteration 41Q: 3 clusters Score -360223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360224.468750 Penalty: 3904.548828
	Iteration 42Q: 3 clusters Score -360224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -360225.281250 Penalty: 3904.548828
	Iteration 43Q: 3 clusters Score -360225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -360226.781250 Penalty: 3904.548828
	Iteration 44Q: 3 clusters Score -360226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -360226.781250 Penalty: 3904.548828
	Iteration 45F: 3 clusters Score -360226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 50511 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Entering Unmasked Estep 
Score: -104061648.000000 Penalty: 86760.101562
Splitting cluster 5 changes total score from -104052360.000000 to -104061648.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (17124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Entering Unmasked Estep 
Score: -2583469.000000 Penalty: 2417.562744
	Iteration 0F: 2 clusters Score -2583469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2571256.000000 Penalty: 4835.125488
	Iteration 0F: 3 clusters Score -2571256 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2575428.500000 Penalty: 4835.125488
	Iteration 1F: 3 clusters Score -2575428 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2575900.000000 Penalty: 4835.125488
	Iteration 2F: 3 clusters Score -2575900 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2576390.500000 Penalty: 4835.125488
	Iteration 3F: 3 clusters Score -2576390 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2577037.250000 Penalty: 4835.125488
	Iteration 4F: 3 clusters Score -2577037 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2577830.250000 Penalty: 4835.125488
	Iteration 5F: 3 clusters Score -2577830 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2578680.000000 Penalty: 4835.125488
	Iteration 6F: 3 clusters Score -2578680 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2579456.500000 Penalty: 4835.125488
	Iteration 7F: 3 clusters Score -2579456 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2580031.250000 Penalty: 4835.125488
	Iteration 8F: 3 clusters Score -2580031 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2580396.000000 Penalty: 4835.125488
	Iteration 9Q: 3 clusters Score -2580396 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2580614.500000 Penalty: 4835.125488
	Iteration 10Q: 3 clusters Score -2580614 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2580778.250000 Penalty: 4835.125488
	Iteration 11Q: 3 clusters Score -2580778 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2580930.250000 Penalty: 4835.125488
	Iteration 12Q: 3 clusters Score -2580930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2581049.000000 Penalty: 4835.125488
	Iteration 13Q: 3 clusters Score -2581049 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2581155.000000 Penalty: 4835.125488
	Iteration 14Q: 3 clusters Score -2581155 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2581234.750000 Penalty: 4835.125488
	Iteration 15Q: 3 clusters Score -2581235 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2581287.750000 Penalty: 4835.125488
	Iteration 16Q: 3 clusters Score -2581288 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2581347.750000 Penalty: 4835.125488
	Iteration 17Q: 3 clusters Score -2581348 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2581419.500000 Penalty: 4835.125488
	Iteration 18Q: 3 clusters Score -2581420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2581474.000000 Penalty: 4835.125488
	Iteration 19Q: 3 clusters Score -2581474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2581516.500000 Penalty: 4835.125488
	Iteration 20F: 3 clusters Score -2581516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2581558.000000 Penalty: 4835.125488
	Iteration 21Q: 3 clusters Score -2581558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2581608.750000 Penalty: 4835.125488
	Iteration 22Q: 3 clusters Score -2581609 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2581633.750000 Penalty: 4835.125488
	Iteration 23Q: 3 clusters Score -2581634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2581664.250000 Penalty: 4835.125488
	Iteration 24Q: 3 clusters Score -2581664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2581686.750000 Penalty: 4835.125488
	Iteration 25Q: 3 clusters Score -2581687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2581710.250000 Penalty: 4835.125488
	Iteration 26Q: 3 clusters Score -2581710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2581737.000000 Penalty: 4835.125488
	Iteration 27Q: 3 clusters Score -2581737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2581759.250000 Penalty: 4835.125488
	Iteration 28Q: 3 clusters Score -2581759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2581782.250000 Penalty: 4835.125488
	Iteration 29Q: 3 clusters Score -2581782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2581789.000000 Penalty: 4835.125488
	Iteration 30Q: 3 clusters Score -2581789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2581801.250000 Penalty: 4835.125488
	Iteration 31Q: 3 clusters Score -2581801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2581807.000000 Penalty: 4835.125488
	Iteration 32Q: 3 clusters Score -2581807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2581818.250000 Penalty: 4835.125488
	Iteration 33Q: 3 clusters Score -2581818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2581823.000000 Penalty: 4835.125488
	Iteration 34Q: 3 clusters Score -2581823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2581826.750000 Penalty: 4835.125488
	Iteration 35Q: 3 clusters Score -2581827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2581834.750000 Penalty: 4835.125488
	Iteration 36Q: 3 clusters Score -2581835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2581837.000000 Penalty: 4835.125488
	Iteration 37Q: 3 clusters Score -2581837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2581845.750000 Penalty: 4835.125488
	Iteration 38Q: 3 clusters Score -2581846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2581840.500000 Penalty: 4835.125488
	Iteration 39Q: 3 clusters Score -2581840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2581841.500000 Penalty: 4835.125488
	Iteration 40F: 3 clusters Score -2581842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2581842.250000 Penalty: 4835.125488
	Iteration 41Q: 3 clusters Score -2581842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2581851.250000 Penalty: 4835.125488
	Iteration 42Q: 3 clusters Score -2581851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2581849.500000 Penalty: 4835.125488
	Iteration 43Q: 3 clusters Score -2581850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2581853.750000 Penalty: 4835.125488
	Iteration 44Q: 3 clusters Score -2581854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2581851.750000 Penalty: 4835.125488
	Iteration 45Q: 3 clusters Score -2581852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2581856.500000 Penalty: 4835.125488
	Iteration 46Q: 3 clusters Score -2581856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2581855.750000 Penalty: 4835.125488
	Iteration 47Q: 3 clusters Score -2581856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2581856.250000 Penalty: 4835.125488
	Iteration 48Q: 3 clusters Score -2581856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2581856.500000 Penalty: 4835.125488
	Iteration 49Q: 3 clusters Score -2581856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2581853.250000 Penalty: 4835.125488
	Iteration 50Q: 3 clusters Score -2581853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2581853.750000 Penalty: 4835.125488
	Iteration 51Q: 3 clusters Score -2581854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2581853.500000 Penalty: 4835.125488
	Iteration 52Q: 3 clusters Score -2581854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2581852.500000 Penalty: 4835.125488
	Iteration 53Q: 3 clusters Score -2581852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2581853.000000 Penalty: 4835.125488
	Iteration 54Q: 3 clusters Score -2581853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2581849.750000 Penalty: 4835.125488
	Iteration 55Q: 3 clusters Score -2581850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2581853.250000 Penalty: 4835.125488
	Iteration 56Q: 3 clusters Score -2581853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2581854.500000 Penalty: 4835.125488
	Iteration 57Q: 3 clusters Score -2581854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2581854.500000 Penalty: 4835.125488
	Iteration 58F: 3 clusters Score -2581854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -1830356.250000 Penalty: 2325.715820
	Iteration 0F: 2 clusters Score -1830356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1821505.125000 Penalty: 4651.431641
	Iteration 0F: 3 clusters Score -1821505 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1824073.375000 Penalty: 4651.431641
	Iteration 1F: 3 clusters Score -1824073 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1824428.250000 Penalty: 4651.431641
	Iteration 2F: 3 clusters Score -1824428 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1824675.500000 Penalty: 4651.431641
	Iteration 3F: 3 clusters Score -1824676 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1824863.000000 Penalty: 4651.431641
	Iteration 4Q: 3 clusters Score -1824863 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1825020.625000 Penalty: 4651.431641
	Iteration 5Q: 3 clusters Score -1825021 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1825210.125000 Penalty: 4651.431641
	Iteration 6Q: 3 clusters Score -1825210 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1825423.750000 Penalty: 4651.431641
	Iteration 7Q: 3 clusters Score -1825424 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1825684.625000 Penalty: 4651.431641
	Iteration 8Q: 3 clusters Score -1825685 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1826052.000000 Penalty: 4651.431641
	Iteration 9Q: 3 clusters Score -1826052 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1826473.750000 Penalty: 4651.431641
	Iteration 10Q: 3 clusters Score -1826474 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1826905.125000 Penalty: 4651.431641
	Iteration 11Q: 3 clusters Score -1826905 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1827274.250000 Penalty: 4651.431641
	Iteration 12Q: 3 clusters Score -1827274 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1827583.875000 Penalty: 4651.431641
	Iteration 13Q: 3 clusters Score -1827584 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1827822.375000 Penalty: 4651.431641
	Iteration 14Q: 3 clusters Score -1827822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1827991.125000 Penalty: 4651.431641
	Iteration 15Q: 3 clusters Score -1827991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1828093.875000 Penalty: 4651.431641
	Iteration 16Q: 3 clusters Score -1828094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1828155.125000 Penalty: 4651.431641
	Iteration 17Q: 3 clusters Score -1828155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1828203.500000 Penalty: 4651.431641
	Iteration 18Q: 3 clusters Score -1828204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1828230.125000 Penalty: 4651.431641
	Iteration 19Q: 3 clusters Score -1828230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1828261.125000 Penalty: 4651.431641
	Iteration 20F: 3 clusters Score -1828261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1828279.375000 Penalty: 4651.431641
	Iteration 21Q: 3 clusters Score -1828279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1828292.250000 Penalty: 4651.431641
	Iteration 22Q: 3 clusters Score -1828292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1828301.375000 Penalty: 4651.431641
	Iteration 23Q: 3 clusters Score -1828301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1828301.125000 Penalty: 4651.431641
	Iteration 24Q: 3 clusters Score -1828301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1828301.125000 Penalty: 4651.431641
	Iteration 25F: 3 clusters Score -1828301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -389522.093750 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -389522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -386496.937500 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -386496.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -387189.656250 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -387189.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -387411.625000 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -387411.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -387561.843750 Penalty: 3917.427734
	Iteration 3F: 3 clusters Score -387561.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -387666.812500 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -387666.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -387758.312500 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -387758.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -387816.625000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -387816.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -387862.593750 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -387862.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -387913.000000 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -387913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -387964.031250 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -387964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -387999.781250 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -387999.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -388031.468750 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -388031.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -388064.562500 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -388064.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -388089.625000 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -388089.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -388112.250000 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -388112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -388136.156250 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -388136.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -388159.687500 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -388159.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -388186.656250 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -388186.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -388222.281250 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -388222.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -388261.437500 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -388261.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -388288.343750 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -388288.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -388305.750000 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -388305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -388323.656250 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -388323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -388336.375000 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -388336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -388352.531250 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -388352.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -388375.062500 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -388375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -388390.156250 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -388390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -388402.656250 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -388402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -388410.718750 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -388410.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -388421.531250 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -388421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -388435.468750 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -388435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -388446.718750 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -388446.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -388457.187500 Penalty: 3917.427734
	Iteration 32Q: 3 clusters Score -388457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -388460.031250 Penalty: 3917.427734
	Iteration 33Q: 3 clusters Score -388460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -388463.656250 Penalty: 3917.427734
	Iteration 34Q: 3 clusters Score -388463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -388471.250000 Penalty: 3917.427734
	Iteration 35Q: 3 clusters Score -388471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -388497.156250 Penalty: 3917.427734
	Iteration 36Q: 3 clusters Score -388497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -388522.437500 Penalty: 3917.427734
	Iteration 37Q: 3 clusters Score -388522.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -388541.593750 Penalty: 3917.427734
	Iteration 38Q: 3 clusters Score -388541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -388554.500000 Penalty: 3917.427734
	Iteration 39Q: 3 clusters Score -388554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -388559.937500 Penalty: 3917.427734
	Iteration 40F: 3 clusters Score -388559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -388567.875000 Penalty: 3917.427734
	Iteration 41Q: 3 clusters Score -388567.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -388574.187500 Penalty: 3917.427734
	Iteration 42Q: 3 clusters Score -388574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -388578.218750 Penalty: 3917.427734
	Iteration 43Q: 3 clusters Score -388578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -388582.187500 Penalty: 3917.427734
	Iteration 44Q: 3 clusters Score -388582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -388582.906250 Penalty: 3917.427734
	Iteration 45Q: 3 clusters Score -388582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -388585.531250 Penalty: 3917.427734
	Iteration 46Q: 3 clusters Score -388585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -388587.500000 Penalty: 3917.427734
	Iteration 47Q: 3 clusters Score -388587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -388588.343750 Penalty: 3917.427734
	Iteration 48Q: 3 clusters Score -388588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -388590.937500 Penalty: 3917.427734
	Iteration 49Q: 3 clusters Score -388590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -388596.218750 Penalty: 3917.427734
	Iteration 50Q: 3 clusters Score -388596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -388600.062500 Penalty: 3917.427734
	Iteration 51Q: 3 clusters Score -388600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -388604.718750 Penalty: 3917.427734
	Iteration 52Q: 3 clusters Score -388604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -388609.031250 Penalty: 3917.427734
	Iteration 53Q: 3 clusters Score -388609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -388622.062500 Penalty: 3917.427734
	Iteration 54Q: 3 clusters Score -388622.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -388631.968750 Penalty: 3917.427734
	Iteration 55Q: 3 clusters Score -388632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -388639.375000 Penalty: 3917.427734
	Iteration 56Q: 3 clusters Score -388639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -388651.156250 Penalty: 3917.427734
	Iteration 57Q: 3 clusters Score -388651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -388653.968750 Penalty: 3917.427734
	Iteration 58Q: 3 clusters Score -388654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -388656.906250 Penalty: 3917.427734
	Iteration 59Q: 3 clusters Score -388656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -388659.156250 Penalty: 3917.427734
	Iteration 60F: 3 clusters Score -388659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -388660.437500 Penalty: 3917.427734
	Iteration 61Q: 3 clusters Score -388660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -388660.562500 Penalty: 3917.427734
	Iteration 62Q: 3 clusters Score -388660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -388660.562500 Penalty: 3917.427734
	Iteration 63F: 3 clusters Score -388660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -788680.062500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -788680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -783945.875000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -783945.9 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -785178.187500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -785178.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -785519.187500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -785519.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -785798.562500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -785798.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -786141.250000 Penalty: 4262.884277
	Iteration 4F: 3 clusters Score -786141.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -786516.250000 Penalty: 4262.884277
	Iteration 5F: 3 clusters Score -786516.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -786790.500000 Penalty: 4262.884277
	Iteration 6F: 3 clusters Score -786790.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -787039.812500 Penalty: 4262.884277
	Iteration 7F: 3 clusters Score -787039.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -787271.125000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -787271.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -787431.562500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -787431.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -787550.000000 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -787550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -787624.562500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -787624.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -787679.250000 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -787679.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -787728.250000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -787728.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -787762.812500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -787762.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -787784.375000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -787784.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -787799.187500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -787799.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -787813.625000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -787813.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -787818.125000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -787818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -787824.687500 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -787824.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -787826.125000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -787826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -787828.250000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -787828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -787830.250000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -787830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -787829.812500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -787829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -787829.812500 Penalty: 4262.884277
	Iteration 24F: 3 clusters Score -787829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Entering Unmasked Estep 
Score: -7020569.500000 Penalty: 2664.944336
	Iteration 0F: 2 clusters Score -7020570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -6989217.500000 Penalty: 5329.888672
	Iteration 0F: 3 clusters Score -6989218 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -7000930.500000 Penalty: 5329.888672
	Iteration 1F: 3 clusters Score -7000930 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -7001324.000000 Penalty: 5329.888672
	Iteration 2Q: 3 clusters Score -7001324 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -7001608.000000 Penalty: 5329.888672
	Iteration 3Q: 3 clusters Score -7001608 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -7001886.500000 Penalty: 5329.888672
	Iteration 4Q: 3 clusters Score -7001886 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -7002110.500000 Penalty: 5329.888672
	Iteration 5Q: 3 clusters Score -7002110 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -7002279.000000 Penalty: 5329.888672
	Iteration 6Q: 3 clusters Score -7002279 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -7002448.000000 Penalty: 5329.888672
	Iteration 7Q: 3 clusters Score -7002448 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7002591.000000 Penalty: 5329.888672
	Iteration 8Q: 3 clusters Score -7002591 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -7002684.000000 Penalty: 5329.888672
	Iteration 9Q: 3 clusters Score -7002684 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -7002833.000000 Penalty: 5329.888672
	Iteration 10Q: 3 clusters Score -7002833 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -7002988.500000 Penalty: 5329.888672
	Iteration 11Q: 3 clusters Score -7002988 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -7003118.500000 Penalty: 5329.888672
	Iteration 12Q: 3 clusters Score -7003118 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -7003300.500000 Penalty: 5329.888672
	Iteration 13Q: 3 clusters Score -7003300 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -7003508.000000 Penalty: 5329.888672
	Iteration 14Q: 3 clusters Score -7003508 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7003731.000000 Penalty: 5329.888672
	Iteration 15Q: 3 clusters Score -7003731 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -7004087.500000 Penalty: 5329.888672
	Iteration 16Q: 3 clusters Score -7004088 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7004608.500000 Penalty: 5329.888672
	Iteration 17Q: 3 clusters Score -7004608 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -7005409.000000 Penalty: 5329.888672
	Iteration 18Q: 3 clusters Score -7005409 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -7006569.000000 Penalty: 5329.888672
	Iteration 19Q: 3 clusters Score -7006569 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -7008265.500000 Penalty: 5329.888672
	Iteration 20F: 3 clusters Score -7008266 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -7010367.000000 Penalty: 5329.888672
	Iteration 21F: 3 clusters Score -7010367 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -7012559.000000 Penalty: 5329.888672
	Iteration 22F: 3 clusters Score -7012559 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7014480.500000 Penalty: 5329.888672
	Iteration 23Q: 3 clusters Score -7014480 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7015842.500000 Penalty: 5329.888672
	Iteration 24Q: 3 clusters Score -7015842 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7016851.500000 Penalty: 5329.888672
	Iteration 25Q: 3 clusters Score -7016852 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -7017552.000000 Penalty: 5329.888672
	Iteration 26Q: 3 clusters Score -7017552 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7017981.500000 Penalty: 5329.888672
	Iteration 27Q: 3 clusters Score -7017982 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7018218.500000 Penalty: 5329.888672
	Iteration 28Q: 3 clusters Score -7018218 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7018400.500000 Penalty: 5329.888672
	Iteration 29Q: 3 clusters Score -7018400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7018486.500000 Penalty: 5329.888672
	Iteration 30Q: 3 clusters Score -7018486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7018543.500000 Penalty: 5329.888672
	Iteration 31Q: 3 clusters Score -7018544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7018569.000000 Penalty: 5329.888672
	Iteration 32Q: 3 clusters Score -7018569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7018586.000000 Penalty: 5329.888672
	Iteration 33Q: 3 clusters Score -7018586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7018625.000000 Penalty: 5329.888672
	Iteration 34Q: 3 clusters Score -7018625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7018643.500000 Penalty: 5329.888672
	Iteration 35Q: 3 clusters Score -7018644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7018649.000000 Penalty: 5329.888672
	Iteration 36Q: 3 clusters Score -7018649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7018664.500000 Penalty: 5329.888672
	Iteration 37Q: 3 clusters Score -7018664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7018669.500000 Penalty: 5329.888672
	Iteration 38Q: 3 clusters Score -7018670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7018667.000000 Penalty: 5329.888672
	Iteration 39Q: 3 clusters Score -7018667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7018661.500000 Penalty: 5329.888672
	Iteration 40F: 3 clusters Score -7018662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7018667.500000 Penalty: 5329.888672
	Iteration 41Q: 3 clusters Score -7018668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7018671.000000 Penalty: 5329.888672
	Iteration 42Q: 3 clusters Score -7018671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7018664.500000 Penalty: 5329.888672
	Iteration 43Q: 3 clusters Score -7018664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7018664.500000 Penalty: 5329.888672
	Iteration 44Q: 3 clusters Score -7018664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7018677.000000 Penalty: 5329.888672
	Iteration 45Q: 3 clusters Score -7018677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7018674.500000 Penalty: 5329.888672
	Iteration 46Q: 3 clusters Score -7018674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7018677.500000 Penalty: 5329.888672
	Iteration 47Q: 3 clusters Score -7018678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7018682.000000 Penalty: 5329.888672
	Iteration 48Q: 3 clusters Score -7018682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7018676.000000 Penalty: 5329.888672
	Iteration 49Q: 3 clusters Score -7018676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7018689.500000 Penalty: 5329.888672
	Iteration 50Q: 3 clusters Score -7018690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7018691.500000 Penalty: 5329.888672
	Iteration 51Q: 3 clusters Score -7018692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7018693.000000 Penalty: 5329.888672
	Iteration 52Q: 3 clusters Score -7018693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7018693.000000 Penalty: 5329.888672
	Iteration 53Q: 3 clusters Score -7018693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7018689.000000 Penalty: 5329.888672
	Iteration 54Q: 3 clusters Score -7018689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7018688.000000 Penalty: 5329.888672
	Iteration 55Q: 3 clusters Score -7018688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7018691.500000 Penalty: 5329.888672
	Iteration 56Q: 3 clusters Score -7018692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7018694.000000 Penalty: 5329.888672
	Iteration 57Q: 3 clusters Score -7018694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7018694.500000 Penalty: 5329.888672
	Iteration 58Q: 3 clusters Score -7018694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7018701.000000 Penalty: 5329.888672
	Iteration 59Q: 3 clusters Score -7018701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7018701.000000 Penalty: 5329.888672
	Iteration 60F: 3 clusters Score -7018701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160162 members 
Entering Unmasked Estep 
Score: -24579778.000000 Penalty: 2972.017334
	Iteration 0F: 2 clusters Score -2.457978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -24504212.000000 Penalty: 5944.034668
	Iteration 0F: 3 clusters Score -2.450421e+07 nChanged 76522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -24548798.000000 Penalty: 5944.034668
	Iteration 1F: 3 clusters Score -2.45488e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -24550646.000000 Penalty: 5944.034668
	Iteration 2Q: 3 clusters Score -2.455065e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -24552998.000000 Penalty: 5944.034668
	Iteration 3Q: 3 clusters Score -2.4553e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 91447 members 
Entering Unmasked Estep 
Score: -24556502.000000 Penalty: 5944.034668
	Iteration 4Q: 3 clusters Score -2.45565e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -24560890.000000 Penalty: 5944.034668
	Iteration 5F: 3 clusters Score -2.456089e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -24565592.000000 Penalty: 5944.034668
	Iteration 6F: 3 clusters Score -2.456559e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -24571300.000000 Penalty: 5944.034668
	Iteration 7F: 3 clusters Score -2.45713e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -24577312.000000 Penalty: 5944.034668
	Iteration 8F: 3 clusters Score -2.457731e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -24581654.000000 Penalty: 5944.034668
	Iteration 9F: 3 clusters Score -2.458165e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -24584282.000000 Penalty: 5944.034668
	Iteration 10Q: 3 clusters Score -2.458428e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -24585356.000000 Penalty: 5944.034668
	Iteration 11Q: 3 clusters Score -2.458536e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -24585852.000000 Penalty: 5944.034668
	Iteration 12Q: 3 clusters Score -2.458585e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -24586240.000000 Penalty: 5944.034668
	Iteration 13Q: 3 clusters Score -2.458624e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -24586478.000000 Penalty: 5944.034668
	Iteration 14Q: 3 clusters Score -2.458648e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -24586678.000000 Penalty: 5944.034668
	Iteration 15Q: 3 clusters Score -2.458668e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -24586890.000000 Penalty: 5944.034668
	Iteration 16Q: 3 clusters Score -2.458689e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -24586992.000000 Penalty: 5944.034668
	Iteration 17Q: 3 clusters Score -2.458699e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -24587352.000000 Penalty: 5944.034668
	Iteration 18Q: 3 clusters Score -2.458735e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -24587450.000000 Penalty: 5944.034668
	Iteration 19Q: 3 clusters Score -2.458745e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -24587712.000000 Penalty: 5944.034668
	Iteration 20F: 3 clusters Score -2.458771e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -24587732.000000 Penalty: 5944.034668
	Iteration 21Q: 3 clusters Score -2.458773e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -24587834.000000 Penalty: 5944.034668
	Iteration 22Q: 3 clusters Score -2.458783e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -24587966.000000 Penalty: 5944.034668
	Iteration 23Q: 3 clusters Score -2.458797e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -24588180.000000 Penalty: 5944.034668
	Iteration 24Q: 3 clusters Score -2.458818e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -24588222.000000 Penalty: 5944.034668
	Iteration 25Q: 3 clusters Score -2.458822e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -24588324.000000 Penalty: 5944.034668
	Iteration 26Q: 3 clusters Score -2.458832e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -24588424.000000 Penalty: 5944.034668
	Iteration 27Q: 3 clusters Score -2.458842e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -24588532.000000 Penalty: 5944.034668
	Iteration 28Q: 3 clusters Score -2.458853e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 99245 members 
Entering Unmasked Estep 
Score: -24588592.000000 Penalty: 5944.034668
	Iteration 29Q: 3 clusters Score -2.458859e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -24588584.000000 Penalty: 5944.034668
	Iteration 30Q: 3 clusters Score -2.458858e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 97162 members 
Entering Unmasked Estep 
Score: -24588618.000000 Penalty: 5944.034668
	Iteration 31Q: 3 clusters Score -2.458862e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -24588704.000000 Penalty: 5944.034668
	Iteration 32Q: 3 clusters Score -2.45887e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -24588770.000000 Penalty: 5944.034668
	Iteration 33Q: 3 clusters Score -2.458877e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -24588802.000000 Penalty: 5944.034668
	Iteration 34Q: 3 clusters Score -2.45888e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -24588882.000000 Penalty: 5944.034668
	Iteration 35Q: 3 clusters Score -2.458888e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -24588852.000000 Penalty: 5944.034668
	Iteration 36Q: 3 clusters Score -2.458885e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -24588948.000000 Penalty: 5944.034668
	Iteration 37Q: 3 clusters Score -2.458895e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -24589024.000000 Penalty: 5944.034668
	Iteration 38Q: 3 clusters Score -2.458902e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73211 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -24589056.000000 Penalty: 5944.034668
	Iteration 39Q: 3 clusters Score -2.458906e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 85229 members 
Entering Unmasked Estep 
Score: -24589276.000000 Penalty: 5944.034668
	Iteration 40F: 3 clusters Score -2.458928e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -24589548.000000 Penalty: 5944.034668
	Iteration 41Q: 3 clusters Score -2.458955e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -24589682.000000 Penalty: 5944.034668
	Iteration 42Q: 3 clusters Score -2.458968e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -24589752.000000 Penalty: 5944.034668
	Iteration 43Q: 3 clusters Score -2.458975e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
Score: -24590030.000000 Penalty: 5944.034668
	Iteration 44Q: 3 clusters Score -2.459003e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -24590388.000000 Penalty: 5944.034668
	Iteration 45Q: 3 clusters Score -2.459039e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -24590732.000000 Penalty: 5944.034668
	Iteration 46Q: 3 clusters Score -2.459073e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -24591048.000000 Penalty: 5944.034668
	Iteration 47Q: 3 clusters Score -2.459105e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -24591348.000000 Penalty: 5944.034668
	Iteration 48Q: 3 clusters Score -2.459135e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -24591266.000000 Penalty: 5944.034668
	Iteration 49Q: 3 clusters Score -2.459127e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -24590448.000000 Penalty: 5944.034668
	Iteration 50Q: 3 clusters Score -2.459045e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108552 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -24589364.000000 Penalty: 5944.034668
	Iteration 51Q: 3 clusters Score -2.458936e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114604 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -24587762.000000 Penalty: 5944.034668
	Iteration 52Q: 3 clusters Score -2.458776e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -24585800.000000 Penalty: 5944.034668
	Iteration 53Q: 3 clusters Score -2.45858e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125063 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -24584056.000000 Penalty: 5944.034668
	Iteration 54Q: 3 clusters Score -2.458406e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -24582334.000000 Penalty: 5944.034668
	Iteration 55Q: 3 clusters Score -2.458233e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -24581416.000000 Penalty: 5944.034668
	Iteration 56Q: 3 clusters Score -2.458142e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -24580584.000000 Penalty: 5944.034668
	Iteration 57Q: 3 clusters Score -2.458058e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -24579956.000000 Penalty: 5944.034668
	Iteration 58Q: 3 clusters Score -2.457996e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -24579454.000000 Penalty: 5944.034668
	Iteration 59Q: 3 clusters Score -2.457945e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -24581724.000000 Penalty: 5944.034668
	Iteration 60F: 3 clusters Score -2.458172e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140931 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -24580524.000000 Penalty: 5944.034668
	Iteration 61Q: 3 clusters Score -2.458052e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143765 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -24580076.000000 Penalty: 5944.034668
	Iteration 62Q: 3 clusters Score -2.458008e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -24579558.000000 Penalty: 5944.034668
	Iteration 63Q: 3 clusters Score -2.457956e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147546 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -24579314.000000 Penalty: 5944.034668
	Iteration 64Q: 3 clusters Score -2.457931e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -24579348.000000 Penalty: 5944.034668
	Iteration 65Q: 3 clusters Score -2.457935e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -24579448.000000 Penalty: 5944.034668
	Iteration 66Q: 3 clusters Score -2.457945e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -24579770.000000 Penalty: 5944.034668
	Iteration 67Q: 3 clusters Score -2.457977e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150956 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -24580144.000000 Penalty: 5944.034668
	Iteration 68Q: 3 clusters Score -2.458014e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -24580306.000000 Penalty: 5944.034668
	Iteration 69Q: 3 clusters Score -2.458031e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151539 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -24580390.000000 Penalty: 5944.034668
	Iteration 70Q: 3 clusters Score -2.458039e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -24580672.000000 Penalty: 5944.034668
	Iteration 71Q: 3 clusters Score -2.458067e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -24580762.000000 Penalty: 5944.034668
	Iteration 72Q: 3 clusters Score -2.458076e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -24580898.000000 Penalty: 5944.034668
	Iteration 73Q: 3 clusters Score -2.45809e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -24581090.000000 Penalty: 5944.034668
	Iteration 74Q: 3 clusters Score -2.458109e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151386 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -24581228.000000 Penalty: 5944.034668
	Iteration 75Q: 3 clusters Score -2.458123e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151264 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -24581404.000000 Penalty: 5944.034668
	Iteration 76Q: 3 clusters Score -2.45814e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -24581528.000000 Penalty: 5944.034668
	Iteration 77Q: 3 clusters Score -2.458153e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -24581596.000000 Penalty: 5944.034668
	Iteration 78Q: 3 clusters Score -2.45816e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -24581758.000000 Penalty: 5944.034668
	Iteration 79Q: 3 clusters Score -2.458176e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -24581938.000000 Penalty: 5944.034668
	Iteration 80F: 3 clusters Score -2.458194e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -24582034.000000 Penalty: 5944.034668
	Iteration 81Q: 3 clusters Score -2.458203e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -24582082.000000 Penalty: 5944.034668
	Iteration 82Q: 3 clusters Score -2.458208e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150128 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -24582226.000000 Penalty: 5944.034668
	Iteration 83Q: 3 clusters Score -2.458223e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149910 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -24582330.000000 Penalty: 5944.034668
	Iteration 84Q: 3 clusters Score -2.458233e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -24582452.000000 Penalty: 5944.034668
	Iteration 85Q: 3 clusters Score -2.458245e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -24582580.000000 Penalty: 5944.034668
	Iteration 86Q: 3 clusters Score -2.458258e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -24582654.000000 Penalty: 5944.034668
	Iteration 87Q: 3 clusters Score -2.458265e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148949 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -24582750.000000 Penalty: 5944.034668
	Iteration 88Q: 3 clusters Score -2.458275e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -24582868.000000 Penalty: 5944.034668
	Iteration 89Q: 3 clusters Score -2.458287e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -24582924.000000 Penalty: 5944.034668
	Iteration 90Q: 3 clusters Score -2.458292e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -24583032.000000 Penalty: 5944.034668
	Iteration 91Q: 3 clusters Score -2.458303e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -24583062.000000 Penalty: 5944.034668
	Iteration 92Q: 3 clusters Score -2.458306e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147667 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -24583114.000000 Penalty: 5944.034668
	Iteration 93Q: 3 clusters Score -2.458311e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -24583178.000000 Penalty: 5944.034668
	Iteration 94Q: 3 clusters Score -2.458318e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -24583254.000000 Penalty: 5944.034668
	Iteration 95Q: 3 clusters Score -2.458325e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -24583374.000000 Penalty: 5944.034668
	Iteration 96Q: 3 clusters Score -2.458337e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146571 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -24583450.000000 Penalty: 5944.034668
	Iteration 97Q: 3 clusters Score -2.458345e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146324 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -24583568.000000 Penalty: 5944.034668
	Iteration 98Q: 3 clusters Score -2.458357e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146026 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -24583696.000000 Penalty: 5944.034668
	Iteration 99Q: 3 clusters Score -2.45837e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -24583786.000000 Penalty: 5944.034668
	Iteration 100F: 3 clusters Score -2.458379e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -24583870.000000 Penalty: 5944.034668
	Iteration 101Q: 3 clusters Score -2.458387e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -24583906.000000 Penalty: 5944.034668
	Iteration 102Q: 3 clusters Score -2.458391e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -24584008.000000 Penalty: 5944.034668
	Iteration 103Q: 3 clusters Score -2.458401e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144508 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -24584152.000000 Penalty: 5944.034668
	Iteration 104Q: 3 clusters Score -2.458415e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144211 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -24584196.000000 Penalty: 5944.034668
	Iteration 105Q: 3 clusters Score -2.45842e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -24584310.000000 Penalty: 5944.034668
	Iteration 106Q: 3 clusters Score -2.458431e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143652 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -24584332.000000 Penalty: 5944.034668
	Iteration 107Q: 3 clusters Score -2.458433e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143347 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -24584410.000000 Penalty: 5944.034668
	Iteration 108Q: 3 clusters Score -2.458441e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143028 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -24584472.000000 Penalty: 5944.034668
	Iteration 109Q: 3 clusters Score -2.458447e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -24584546.000000 Penalty: 5944.034668
	Iteration 110Q: 3 clusters Score -2.458455e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -24584704.000000 Penalty: 5944.034668
	Iteration 111Q: 3 clusters Score -2.45847e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141949 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -24584820.000000 Penalty: 5944.034668
	Iteration 112Q: 3 clusters Score -2.458482e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141552 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -24584876.000000 Penalty: 5944.034668
	Iteration 113Q: 3 clusters Score -2.458488e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141120 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -24584918.000000 Penalty: 5944.034668
	Iteration 114Q: 3 clusters Score -2.458492e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140685 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -24585008.000000 Penalty: 5944.034668
	Iteration 115Q: 3 clusters Score -2.458501e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140238 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -24585108.000000 Penalty: 5944.034668
	Iteration 116Q: 3 clusters Score -2.458511e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139753 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -24585232.000000 Penalty: 5944.034668
	Iteration 117Q: 3 clusters Score -2.458523e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139282 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -24585334.000000 Penalty: 5944.034668
	Iteration 118Q: 3 clusters Score -2.458533e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138779 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -24585374.000000 Penalty: 5944.034668
	Iteration 119Q: 3 clusters Score -2.458537e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138213 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -24585572.000000 Penalty: 5944.034668
	Iteration 120F: 3 clusters Score -2.458557e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137601 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -24585748.000000 Penalty: 5944.034668
	Iteration 121Q: 3 clusters Score -2.458575e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -24585800.000000 Penalty: 5944.034668
	Iteration 122Q: 3 clusters Score -2.45858e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136272 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -24585934.000000 Penalty: 5944.034668
	Iteration 123Q: 3 clusters Score -2.458593e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135513 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -24586008.000000 Penalty: 5944.034668
	Iteration 124Q: 3 clusters Score -2.458601e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -24586096.000000 Penalty: 5944.034668
	Iteration 125Q: 3 clusters Score -2.45861e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -24586194.000000 Penalty: 5944.034668
	Iteration 126Q: 3 clusters Score -2.458619e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -24586402.000000 Penalty: 5944.034668
	Iteration 127Q: 3 clusters Score -2.45864e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -24586652.000000 Penalty: 5944.034668
	Iteration 128Q: 3 clusters Score -2.458665e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -24587086.000000 Penalty: 5944.034668
	Iteration 129Q: 3 clusters Score -2.458709e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129318 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -24587404.000000 Penalty: 5944.034668
	Iteration 130Q: 3 clusters Score -2.45874e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -24587662.000000 Penalty: 5944.034668
	Iteration 131Q: 3 clusters Score -2.458766e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -24587992.000000 Penalty: 5944.034668
	Iteration 132Q: 3 clusters Score -2.458799e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -24588318.000000 Penalty: 5944.034668
	Iteration 133Q: 3 clusters Score -2.458832e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -24588736.000000 Penalty: 5944.034668
	Iteration 134Q: 3 clusters Score -2.458874e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -24588942.000000 Penalty: 5944.034668
	Iteration 135Q: 3 clusters Score -2.458894e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -24589224.000000 Penalty: 5944.034668
	Iteration 136Q: 3 clusters Score -2.458922e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118379 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -24589432.000000 Penalty: 5944.034668
	Iteration 137Q: 3 clusters Score -2.458943e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -24589492.000000 Penalty: 5944.034668
	Iteration 138Q: 3 clusters Score -2.458949e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -24589782.000000 Penalty: 5944.034668
	Iteration 139Q: 3 clusters Score -2.458978e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -24590136.000000 Penalty: 5944.034668
	Iteration 140F: 3 clusters Score -2.459014e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -24590344.000000 Penalty: 5944.034668
	Iteration 141Q: 3 clusters Score -2.459034e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -24590648.000000 Penalty: 5944.034668
	Iteration 142Q: 3 clusters Score -2.459065e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110012 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -24590858.000000 Penalty: 5944.034668
	Iteration 143Q: 3 clusters Score -2.459086e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108758 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -24590906.000000 Penalty: 5944.034668
	Iteration 144Q: 3 clusters Score -2.459091e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -24591048.000000 Penalty: 5944.034668
	Iteration 145Q: 3 clusters Score -2.459105e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -24591150.000000 Penalty: 5944.034668
	Iteration 146Q: 3 clusters Score -2.459115e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -24591228.000000 Penalty: 5944.034668
	Iteration 147Q: 3 clusters Score -2.459123e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -24591270.000000 Penalty: 5944.034668
	Iteration 148Q: 3 clusters Score -2.459127e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -24591390.000000 Penalty: 5944.034668
	Iteration 149Q: 3 clusters Score -2.459139e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -24591542.000000 Penalty: 5944.034668
	Iteration 150Q: 3 clusters Score -2.459154e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -24591624.000000 Penalty: 5944.034668
	Iteration 151Q: 3 clusters Score -2.459162e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -24591664.000000 Penalty: 5944.034668
	Iteration 152Q: 3 clusters Score -2.459166e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98999 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -24591686.000000 Penalty: 5944.034668
	Iteration 153Q: 3 clusters Score -2.459169e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -24591670.000000 Penalty: 5944.034668
	Iteration 154Q: 3 clusters Score -2.459167e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -24591604.000000 Penalty: 5944.034668
	Iteration 155Q: 3 clusters Score -2.45916e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -24591604.000000 Penalty: 5944.034668
	Iteration 156Q: 3 clusters Score -2.45916e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -24591624.000000 Penalty: 5944.034668
	Iteration 157Q: 3 clusters Score -2.459162e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -24591626.000000 Penalty: 5944.034668
	Iteration 158Q: 3 clusters Score -2.459163e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -24591634.000000 Penalty: 5944.034668
	Iteration 159Q: 3 clusters Score -2.459163e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -24591678.000000 Penalty: 5944.034668
	Iteration 160F: 3 clusters Score -2.459168e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -24591590.000000 Penalty: 5944.034668
	Iteration 161Q: 3 clusters Score -2.459159e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -24591428.000000 Penalty: 5944.034668
	Iteration 162Q: 3 clusters Score -2.459143e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -24591402.000000 Penalty: 5944.034668
	Iteration 163Q: 3 clusters Score -2.45914e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -24591374.000000 Penalty: 5944.034668
	Iteration 164Q: 3 clusters Score -2.459137e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -24591458.000000 Penalty: 5944.034668
	Iteration 165Q: 3 clusters Score -2.459146e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -24591490.000000 Penalty: 5944.034668
	Iteration 166Q: 3 clusters Score -2.459149e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -24591584.000000 Penalty: 5944.034668
	Iteration 167Q: 3 clusters Score -2.459158e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -24591696.000000 Penalty: 5944.034668
	Iteration 168Q: 3 clusters Score -2.45917e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -24591908.000000 Penalty: 5944.034668
	Iteration 169Q: 3 clusters Score -2.459191e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
Score: -24591996.000000 Penalty: 5944.034668
	Iteration 170Q: 3 clusters Score -2.4592e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -24592268.000000 Penalty: 5944.034668
	Iteration 171Q: 3 clusters Score -2.459227e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -24592560.000000 Penalty: 5944.034668
	Iteration 172Q: 3 clusters Score -2.459256e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -24592956.000000 Penalty: 5944.034668
	Iteration 173Q: 3 clusters Score -2.459296e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -24593142.000000 Penalty: 5944.034668
	Iteration 174Q: 3 clusters Score -2.459314e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -24592492.000000 Penalty: 5944.034668
	Iteration 175Q: 3 clusters Score -2.459249e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -24590778.000000 Penalty: 5944.034668
	Iteration 176Q: 3 clusters Score -2.459078e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -24587652.000000 Penalty: 5944.034668
	Iteration 177Q: 3 clusters Score -2.458765e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -24585442.000000 Penalty: 5944.034668
	Iteration 178F: 3 clusters Score -2.458544e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 131532 members 
Entering Unmasked Estep 
Score: -24582658.000000 Penalty: 5944.034668
	Iteration 179F: 3 clusters Score -2.458266e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 140175 members 
Entering Unmasked Estep 
Score: -24580512.000000 Penalty: 5944.034668
	Iteration 180F: 3 clusters Score -2.458051e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 146394 members 
Entering Unmasked Estep 
Score: -24579084.000000 Penalty: 5944.034668
	Iteration 181Q: 3 clusters Score -2.457908e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -24578080.000000 Penalty: 5944.034668
	Iteration 182Q: 3 clusters Score -2.457808e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -24577746.000000 Penalty: 5944.034668
	Iteration 183Q: 3 clusters Score -2.457775e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 154888 members 
Entering Unmasked Estep 
Score: -24577578.000000 Penalty: 5944.034668
	Iteration 184Q: 3 clusters Score -2.457758e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -24577422.000000 Penalty: 5944.034668
	Iteration 185Q: 3 clusters Score -2.457742e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -24577530.000000 Penalty: 5944.034668
	Iteration 186Q: 3 clusters Score -2.457753e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -24577580.000000 Penalty: 5944.034668
	Iteration 187Q: 3 clusters Score -2.457758e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 158064 members 
Entering Unmasked Estep 
Score: -24577612.000000 Penalty: 5944.034668
	Iteration 188Q: 3 clusters Score -2.457761e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -24577674.000000 Penalty: 5944.034668
	Iteration 189Q: 3 clusters Score -2.457767e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 158545 members 
Entering Unmasked Estep 
Score: -24577644.000000 Penalty: 5944.034668
	Iteration 190Q: 3 clusters Score -2.457764e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -24577692.000000 Penalty: 5944.034668
	Iteration 191Q: 3 clusters Score -2.457769e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -24577704.000000 Penalty: 5944.034668
	Iteration 192Q: 3 clusters Score -2.45777e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -24577714.000000 Penalty: 5944.034668
	Iteration 193Q: 3 clusters Score -2.457771e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -24577728.000000 Penalty: 5944.034668
	Iteration 194Q: 3 clusters Score -2.457773e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -24577766.000000 Penalty: 5944.034668
	Iteration 195Q: 3 clusters Score -2.457777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -24577808.000000 Penalty: 5944.034668
	Iteration 196Q: 3 clusters Score -2.457781e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -24577852.000000 Penalty: 5944.034668
	Iteration 197Q: 3 clusters Score -2.457785e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -24577842.000000 Penalty: 5944.034668
	Iteration 198Q: 3 clusters Score -2.457784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 159071 members 
Entering Unmasked Estep 
Score: -24577872.000000 Penalty: 5944.034668
	Iteration 199Q: 3 clusters Score -2.457787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 159082 members 
Entering Unmasked Estep 
Score: -24577858.000000 Penalty: 5944.034668
	Iteration 200F: 3 clusters Score -2.457786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 159092 members 
Entering Unmasked Estep 
Score: -24577880.000000 Penalty: 5944.034668
	Iteration 201Q: 3 clusters Score -2.457788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -24577882.000000 Penalty: 5944.034668
	Iteration 202Q: 3 clusters Score -2.457788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -24577894.000000 Penalty: 5944.034668
	Iteration 203Q: 3 clusters Score -2.457789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 159117 members 
Entering Unmasked Estep 
Score: -24577902.000000 Penalty: 5944.034668
	Iteration 204Q: 3 clusters Score -2.45779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -24577908.000000 Penalty: 5944.034668
	Iteration 205Q: 3 clusters Score -2.457791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 159135 members 
Entering Unmasked Estep 
Score: -24577898.000000 Penalty: 5944.034668
	Iteration 206Q: 3 clusters Score -2.45779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 159146 members 
Entering Unmasked Estep 
Score: -24577880.000000 Penalty: 5944.034668
	Iteration 207Q: 3 clusters Score -2.457788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -24577876.000000 Penalty: 5944.034668
	Iteration 208Q: 3 clusters Score -2.457788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -24577888.000000 Penalty: 5944.034668
	Iteration 209Q: 3 clusters Score -2.457789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -24577892.000000 Penalty: 5944.034668
	Iteration 210Q: 3 clusters Score -2.457789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -24577870.000000 Penalty: 5944.034668
	Iteration 211Q: 3 clusters Score -2.457787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -24577886.000000 Penalty: 5944.034668
	Iteration 212Q: 3 clusters Score -2.457789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -24577882.000000 Penalty: 5944.034668
	Iteration 213Q: 3 clusters Score -2.457788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -24577888.000000 Penalty: 5944.034668
	Iteration 214Q: 3 clusters Score -2.457789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -24577904.000000 Penalty: 5944.034668
	Iteration 215Q: 3 clusters Score -2.45779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -24577912.000000 Penalty: 5944.034668
	Iteration 216Q: 3 clusters Score -2.457791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -24577912.000000 Penalty: 5944.034668
	Iteration 217F: 3 clusters Score -2.457791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -316898.312500 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -316898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -314123.812500 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -314123.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -316271.250000 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -316271.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -318284.781250 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -318284.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -320105.250000 Penalty: 3890.354248
	Iteration 3F: 3 clusters Score -320105.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320959.718750 Penalty: 3890.354248
	Iteration 4F: 3 clusters Score -320959.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -321299.531250 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -321299.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -321487.156250 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -321487.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -321550.218750 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -321550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321567.031250 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -321567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -321617.656250 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -321617.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -321673.500000 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -321673.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321804.156250 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -321804.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321912.625000 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -321912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321918.718750 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -321918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321922.343750 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -321922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -321933.031250 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -321933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321942.500000 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -321942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321943.750000 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -321943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321954.656250 Penalty: 3890.354248
	Iteration 18F: 3 clusters Score -321954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321961.531250 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -321961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321961.531250 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -321961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 50511 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Entering Unmasked Estep 
Score: -104065328.000000 Penalty: 90097.031250
Splitting cluster 12 changes total score from -104052360.000000 to -104065328.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -854226.562500 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -854226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -849177.375000 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -849177.4 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -850612.750000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -850612.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -851145.250000 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -851145.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -851687.125000 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -851687.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -852206.812500 Penalty: 4310.725098
	Iteration 4F: 3 clusters Score -852206.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -852720.437500 Penalty: 4310.725098
	Iteration 5F: 3 clusters Score -852720.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -853120.812500 Penalty: 4310.725098
	Iteration 6F: 3 clusters Score -853120.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -853407.312500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -853407.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -853573.062500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -853573.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -853653.812500 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -853653.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -853693.500000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -853693.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -853721.562500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -853721.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -853735.750000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -853735.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -853745.062500 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -853745.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -853755.187500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -853755.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -853761.000000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -853761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -853771.812500 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -853771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -853781.687500 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -853781.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -853789.625000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -853789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -853790.125000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -853790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -853790.812500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -853790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Entering Unmasked Estep 
Score: -2032177.250000 Penalty: 2360.201660
	Iteration 0F: 2 clusters Score -2032177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2022195.625000 Penalty: 4720.403320
	Iteration 0F: 3 clusters Score -2022196 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2025323.750000 Penalty: 4720.403320
	Iteration 1F: 3 clusters Score -2025324 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2025823.750000 Penalty: 4720.403320
	Iteration 2F: 3 clusters Score -2025824 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2026317.625000 Penalty: 4720.403320
	Iteration 3F: 3 clusters Score -2026318 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2026880.000000 Penalty: 4720.403320
	Iteration 4F: 3 clusters Score -2026880 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2027524.500000 Penalty: 4720.403320
	Iteration 5F: 3 clusters Score -2027524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2028212.750000 Penalty: 4720.403320
	Iteration 6F: 3 clusters Score -2028213 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2028861.000000 Penalty: 4720.403320
	Iteration 7F: 3 clusters Score -2028861 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2029478.750000 Penalty: 4720.403320
	Iteration 8F: 3 clusters Score -2029479 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2029988.500000 Penalty: 4720.403320
	Iteration 9Q: 3 clusters Score -2029988 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2030350.875000 Penalty: 4720.403320
	Iteration 10Q: 3 clusters Score -2030351 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2030616.000000 Penalty: 4720.403320
	Iteration 11Q: 3 clusters Score -2030616 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2030874.000000 Penalty: 4720.403320
	Iteration 12Q: 3 clusters Score -2030874 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2031169.750000 Penalty: 4720.403320
	Iteration 13Q: 3 clusters Score -2031170 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2031391.125000 Penalty: 4720.403320
	Iteration 14Q: 3 clusters Score -2031391 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2031522.750000 Penalty: 4720.403320
	Iteration 15Q: 3 clusters Score -2031523 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2031604.375000 Penalty: 4720.403320
	Iteration 16Q: 3 clusters Score -2031604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2031652.500000 Penalty: 4720.403320
	Iteration 17Q: 3 clusters Score -2031652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2031683.125000 Penalty: 4720.403320
	Iteration 18Q: 3 clusters Score -2031683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2031722.500000 Penalty: 4720.403320
	Iteration 19Q: 3 clusters Score -2031722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2031741.000000 Penalty: 4720.403320
	Iteration 20F: 3 clusters Score -2031741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2031756.875000 Penalty: 4720.403320
	Iteration 21Q: 3 clusters Score -2031757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2031776.500000 Penalty: 4720.403320
	Iteration 22Q: 3 clusters Score -2031776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2031791.875000 Penalty: 4720.403320
	Iteration 23Q: 3 clusters Score -2031792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2031801.750000 Penalty: 4720.403320
	Iteration 24Q: 3 clusters Score -2031802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2031801.875000 Penalty: 4720.403320
	Iteration 25Q: 3 clusters Score -2031802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2031812.125000 Penalty: 4720.403320
	Iteration 26Q: 3 clusters Score -2031812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2031822.000000 Penalty: 4720.403320
	Iteration 27Q: 3 clusters Score -2031822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2031834.500000 Penalty: 4720.403320
	Iteration 28Q: 3 clusters Score -2031834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2031843.250000 Penalty: 4720.403320
	Iteration 29Q: 3 clusters Score -2031843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2031858.375000 Penalty: 4720.403320
	Iteration 30Q: 3 clusters Score -2031858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2031870.625000 Penalty: 4720.403320
	Iteration 31Q: 3 clusters Score -2031871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2031879.250000 Penalty: 4720.403320
	Iteration 32Q: 3 clusters Score -2031879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2031895.250000 Penalty: 4720.403320
	Iteration 33Q: 3 clusters Score -2031895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2031904.625000 Penalty: 4720.403320
	Iteration 34Q: 3 clusters Score -2031905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2031918.000000 Penalty: 4720.403320
	Iteration 35Q: 3 clusters Score -2031918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2031931.625000 Penalty: 4720.403320
	Iteration 36Q: 3 clusters Score -2031932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2031938.375000 Penalty: 4720.403320
	Iteration 37Q: 3 clusters Score -2031938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2031942.375000 Penalty: 4720.403320
	Iteration 38Q: 3 clusters Score -2031942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2031952.500000 Penalty: 4720.403320
	Iteration 39Q: 3 clusters Score -2031952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2031961.375000 Penalty: 4720.403320
	Iteration 40F: 3 clusters Score -2031961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2031967.875000 Penalty: 4720.403320
	Iteration 41Q: 3 clusters Score -2031968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2031967.750000 Penalty: 4720.403320
	Iteration 42Q: 3 clusters Score -2031968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2031992.250000 Penalty: 4720.403320
	Iteration 43Q: 3 clusters Score -2031992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2032005.750000 Penalty: 4720.403320
	Iteration 44Q: 3 clusters Score -2032006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2032024.875000 Penalty: 4720.403320
	Iteration 45Q: 3 clusters Score -2032025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2032046.000000 Penalty: 4720.403320
	Iteration 46Q: 3 clusters Score -2032046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2032066.000000 Penalty: 4720.403320
	Iteration 47Q: 3 clusters Score -2032066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2032095.125000 Penalty: 4720.403320
	Iteration 48Q: 3 clusters Score -2032095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2032126.750000 Penalty: 4720.403320
	Iteration 49Q: 3 clusters Score -2032127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2032159.750000 Penalty: 4720.403320
	Iteration 50Q: 3 clusters Score -2032160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2032192.250000 Penalty: 4720.403320
	Iteration 51Q: 3 clusters Score -2032192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2032222.500000 Penalty: 4720.403320
	Iteration 52Q: 3 clusters Score -2032222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2032249.250000 Penalty: 4720.403320
	Iteration 53Q: 3 clusters Score -2032249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2032274.375000 Penalty: 4720.403320
	Iteration 54Q: 3 clusters Score -2032274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2032299.500000 Penalty: 4720.403320
	Iteration 55Q: 3 clusters Score -2032300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2032316.625000 Penalty: 4720.403320
	Iteration 56Q: 3 clusters Score -2032317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2032339.375000 Penalty: 4720.403320
	Iteration 57Q: 3 clusters Score -2032339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2032346.625000 Penalty: 4720.403320
	Iteration 58Q: 3 clusters Score -2032347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2032353.750000 Penalty: 4720.403320
	Iteration 59Q: 3 clusters Score -2032354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2032371.000000 Penalty: 4720.403320
	Iteration 60F: 3 clusters Score -2032371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2032387.875000 Penalty: 4720.403320
	Iteration 61Q: 3 clusters Score -2032388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2032387.000000 Penalty: 4720.403320
	Iteration 62Q: 3 clusters Score -2032387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2032390.625000 Penalty: 4720.403320
	Iteration 63Q: 3 clusters Score -2032391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2032410.500000 Penalty: 4720.403320
	Iteration 64Q: 3 clusters Score -2032410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2032414.000000 Penalty: 4720.403320
	Iteration 65Q: 3 clusters Score -2032414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2032413.250000 Penalty: 4720.403320
	Iteration 66Q: 3 clusters Score -2032413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2032428.750000 Penalty: 4720.403320
	Iteration 67Q: 3 clusters Score -2032429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2032432.625000 Penalty: 4720.403320
	Iteration 68Q: 3 clusters Score -2032433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2032432.875000 Penalty: 4720.403320
	Iteration 69Q: 3 clusters Score -2032433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2032433.250000 Penalty: 4720.403320
	Iteration 70Q: 3 clusters Score -2032433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2032438.500000 Penalty: 4720.403320
	Iteration 71Q: 3 clusters Score -2032438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2032441.250000 Penalty: 4720.403320
	Iteration 72Q: 3 clusters Score -2032441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2032444.750000 Penalty: 4720.403320
	Iteration 73Q: 3 clusters Score -2032445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2032443.625000 Penalty: 4720.403320
	Iteration 74Q: 3 clusters Score -2032444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2032444.375000 Penalty: 4720.403320
	Iteration 75Q: 3 clusters Score -2032444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2032449.625000 Penalty: 4720.403320
	Iteration 76Q: 3 clusters Score -2032450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2032454.125000 Penalty: 4720.403320
	Iteration 77Q: 3 clusters Score -2032454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2032453.125000 Penalty: 4720.403320
	Iteration 78Q: 3 clusters Score -2032453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2032451.875000 Penalty: 4720.403320
	Iteration 79Q: 3 clusters Score -2032452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2032455.125000 Penalty: 4720.403320
	Iteration 80F: 3 clusters Score -2032455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2032452.500000 Penalty: 4720.403320
	Iteration 81Q: 3 clusters Score -2032452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2032449.750000 Penalty: 4720.403320
	Iteration 82Q: 3 clusters Score -2032450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2032451.750000 Penalty: 4720.403320
	Iteration 83Q: 3 clusters Score -2032452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2032454.750000 Penalty: 4720.403320
	Iteration 84Q: 3 clusters Score -2032455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2032455.000000 Penalty: 4720.403320
	Iteration 85Q: 3 clusters Score -2032455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2032454.625000 Penalty: 4720.403320
	Iteration 86Q: 3 clusters Score -2032455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2032454.625000 Penalty: 4720.403320
	Iteration 87F: 3 clusters Score -2032455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 50511 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Entering Unmasked Estep 
Score: -104064400.000000 Penalty: 93433.953125
Splitting cluster 14 changes total score from -104052360.000000 to -104064400.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -337915.343750 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -337915.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -335107.906250 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -335107.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -335674.062500 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -335674.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -335851.375000 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -335851.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -336030.218750 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -336030.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -336274.468750 Penalty: 3847.072998
	Iteration 4F: 3 clusters Score -336274.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -336635.968750 Penalty: 3847.072998
	Iteration 5F: 3 clusters Score -336636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -337014.187500 Penalty: 3847.072998
	Iteration 6F: 3 clusters Score -337014.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -337337.343750 Penalty: 3847.072998
	Iteration 7F: 3 clusters Score -337337.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -337540.375000 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -337540.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337612.937500 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -337612.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -337658.312500 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -337658.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -337696.000000 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -337696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -337711.187500 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -337711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -337723.875000 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -337723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337734.750000 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -337734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -337756.406250 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -337756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -337779.250000 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -337779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -337799.343750 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -337799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -337803.687500 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -337803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -337804.156250 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -337804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -337804.156250 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -337804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Entering Unmasked Estep 
Score: -7742148.000000 Penalty: 2685.826660
	Iteration 0F: 2 clusters Score -7742148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -7708131.000000 Penalty: 5371.653320
	Iteration 0F: 3 clusters Score -7708131 nChanged 23237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7721182.500000 Penalty: 5371.653320
	Iteration 1F: 3 clusters Score -7721182 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -7722338.000000 Penalty: 5371.653320
	Iteration 2Q: 3 clusters Score -7722338 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -7723702.000000 Penalty: 5371.653320
	Iteration 3F: 3 clusters Score -7723702 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -7725379.500000 Penalty: 5371.653320
	Iteration 4F: 3 clusters Score -7725380 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -7727351.000000 Penalty: 5371.653320
	Iteration 5F: 3 clusters Score -7727351 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -7729722.500000 Penalty: 5371.653320
	Iteration 6F: 3 clusters Score -7729722 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7732216.500000 Penalty: 5371.653320
	Iteration 7F: 3 clusters Score -7732216 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -7734795.500000 Penalty: 5371.653320
	Iteration 8F: 3 clusters Score -7734796 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -7737023.000000 Penalty: 5371.653320
	Iteration 9F: 3 clusters Score -7737023 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -7739013.500000 Penalty: 5371.653320
	Iteration 10Q: 3 clusters Score -7739014 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -7740519.000000 Penalty: 5371.653320
	Iteration 11Q: 3 clusters Score -7740519 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -7741687.500000 Penalty: 5371.653320
	Iteration 12Q: 3 clusters Score -7741688 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -7742400.000000 Penalty: 5371.653320
	Iteration 13Q: 3 clusters Score -7742400 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -7742824.000000 Penalty: 5371.653320
	Iteration 14Q: 3 clusters Score -7742824 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -7743097.000000 Penalty: 5371.653320
	Iteration 15Q: 3 clusters Score -7743097 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -7743317.000000 Penalty: 5371.653320
	Iteration 16Q: 3 clusters Score -7743317 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -7743392.500000 Penalty: 5371.653320
	Iteration 17Q: 3 clusters Score -7743392 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -7743444.000000 Penalty: 5371.653320
	Iteration 18Q: 3 clusters Score -7743444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -7743492.500000 Penalty: 5371.653320
	Iteration 19Q: 3 clusters Score -7743492 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -7743523.000000 Penalty: 5371.653320
	Iteration 20F: 3 clusters Score -7743523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -7743542.500000 Penalty: 5371.653320
	Iteration 21Q: 3 clusters Score -7743542 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7743550.500000 Penalty: 5371.653320
	Iteration 22Q: 3 clusters Score -7743550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7743559.500000 Penalty: 5371.653320
	Iteration 23Q: 3 clusters Score -7743560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7743560.500000 Penalty: 5371.653320
	Iteration 24Q: 3 clusters Score -7743560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -7743559.000000 Penalty: 5371.653320
	Iteration 25Q: 3 clusters Score -7743559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -7743553.000000 Penalty: 5371.653320
	Iteration 26Q: 3 clusters Score -7743553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7743564.000000 Penalty: 5371.653320
	Iteration 27Q: 3 clusters Score -7743564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -7743565.500000 Penalty: 5371.653320
	Iteration 28Q: 3 clusters Score -7743566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -7743578.500000 Penalty: 5371.653320
	Iteration 29Q: 3 clusters Score -7743578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -7743577.500000 Penalty: 5371.653320
	Iteration 30Q: 3 clusters Score -7743578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -7743582.500000 Penalty: 5371.653320
	Iteration 31Q: 3 clusters Score -7743582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -7743580.000000 Penalty: 5371.653320
	Iteration 32Q: 3 clusters Score -7743580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -7743579.500000 Penalty: 5371.653320
	Iteration 33Q: 3 clusters Score -7743580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -7743591.000000 Penalty: 5371.653320
	Iteration 34Q: 3 clusters Score -7743591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -7743582.500000 Penalty: 5371.653320
	Iteration 35Q: 3 clusters Score -7743582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -7743582.500000 Penalty: 5371.653320
	Iteration 36Q: 3 clusters Score -7743582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -7743579.000000 Penalty: 5371.653320
	Iteration 37Q: 3 clusters Score -7743579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7743575.000000 Penalty: 5371.653320
	Iteration 38Q: 3 clusters Score -7743575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -7743570.500000 Penalty: 5371.653320
	Iteration 39Q: 3 clusters Score -7743570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -7743582.000000 Penalty: 5371.653320
	Iteration 40F: 3 clusters Score -7743582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -7743590.000000 Penalty: 5371.653320
	Iteration 41Q: 3 clusters Score -7743590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -7743585.500000 Penalty: 5371.653320
	Iteration 42Q: 3 clusters Score -7743586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7743580.000000 Penalty: 5371.653320
	Iteration 43Q: 3 clusters Score -7743580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -7743583.000000 Penalty: 5371.653320
	Iteration 44Q: 3 clusters Score -7743583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -7743584.500000 Penalty: 5371.653320
	Iteration 45Q: 3 clusters Score -7743584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -7743584.500000 Penalty: 5371.653320
	Iteration 46Q: 3 clusters Score -7743584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -7743588.000000 Penalty: 5371.653320
	Iteration 47Q: 3 clusters Score -7743588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -7743582.500000 Penalty: 5371.653320
	Iteration 48Q: 3 clusters Score -7743582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -7743595.000000 Penalty: 5371.653320
	Iteration 49Q: 3 clusters Score -7743595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -7743586.000000 Penalty: 5371.653320
	Iteration 50Q: 3 clusters Score -7743586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -7743593.500000 Penalty: 5371.653320
	Iteration 51Q: 3 clusters Score -7743594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -7743593.000000 Penalty: 5371.653320
	Iteration 52Q: 3 clusters Score -7743593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -7743592.000000 Penalty: 5371.653320
	Iteration 53Q: 3 clusters Score -7743592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -7743594.000000 Penalty: 5371.653320
	Iteration 54Q: 3 clusters Score -7743594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -7743603.500000 Penalty: 5371.653320
	Iteration 55Q: 3 clusters Score -7743604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -7743603.000000 Penalty: 5371.653320
	Iteration 56Q: 3 clusters Score -7743603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -7743623.000000 Penalty: 5371.653320
	Iteration 57Q: 3 clusters Score -7743623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -7743622.000000 Penalty: 5371.653320
	Iteration 58Q: 3 clusters Score -7743622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7743613.000000 Penalty: 5371.653320
	Iteration 59Q: 3 clusters Score -7743613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -7743598.500000 Penalty: 5371.653320
	Iteration 60F: 3 clusters Score -7743598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -7743608.000000 Penalty: 5371.653320
	Iteration 61Q: 3 clusters Score -7743608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -7743614.000000 Penalty: 5371.653320
	Iteration 62Q: 3 clusters Score -7743614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -7743617.000000 Penalty: 5371.653320
	Iteration 63Q: 3 clusters Score -7743617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -7743621.500000 Penalty: 5371.653320
	Iteration 64Q: 3 clusters Score -7743622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -7743626.000000 Penalty: 5371.653320
	Iteration 65Q: 3 clusters Score -7743626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -7743630.500000 Penalty: 5371.653320
	Iteration 66Q: 3 clusters Score -7743630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -7743628.000000 Penalty: 5371.653320
	Iteration 67Q: 3 clusters Score -7743628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -7743628.500000 Penalty: 5371.653320
	Iteration 68Q: 3 clusters Score -7743628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -7743636.000000 Penalty: 5371.653320
	Iteration 69Q: 3 clusters Score -7743636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -7743636.500000 Penalty: 5371.653320
	Iteration 70Q: 3 clusters Score -7743636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -7743631.500000 Penalty: 5371.653320
	Iteration 71Q: 3 clusters Score -7743632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -7743631.500000 Penalty: 5371.653320
	Iteration 72Q: 3 clusters Score -7743632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -7743640.000000 Penalty: 5371.653320
	Iteration 73Q: 3 clusters Score -7743640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -7743644.500000 Penalty: 5371.653320
	Iteration 74Q: 3 clusters Score -7743644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -7743650.000000 Penalty: 5371.653320
	Iteration 75Q: 3 clusters Score -7743650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -7743643.500000 Penalty: 5371.653320
	Iteration 76Q: 3 clusters Score -7743644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -7743637.500000 Penalty: 5371.653320
	Iteration 77Q: 3 clusters Score -7743638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -7743632.500000 Penalty: 5371.653320
	Iteration 78Q: 3 clusters Score -7743632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -7743636.000000 Penalty: 5371.653320
	Iteration 79Q: 3 clusters Score -7743636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -7743636.000000 Penalty: 5371.653320
	Iteration 80F: 3 clusters Score -7743636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -7743629.000000 Penalty: 5371.653320
	Iteration 81Q: 3 clusters Score -7743629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -7743634.000000 Penalty: 5371.653320
	Iteration 82Q: 3 clusters Score -7743634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -7743638.500000 Penalty: 5371.653320
	Iteration 83Q: 3 clusters Score -7743638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -7743629.500000 Penalty: 5371.653320
	Iteration 84Q: 3 clusters Score -7743630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -7743621.500000 Penalty: 5371.653320
	Iteration 85Q: 3 clusters Score -7743622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -7743628.500000 Penalty: 5371.653320
	Iteration 86Q: 3 clusters Score -7743628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -7743626.500000 Penalty: 5371.653320
	Iteration 87Q: 3 clusters Score -7743626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -7743632.500000 Penalty: 5371.653320
	Iteration 88Q: 3 clusters Score -7743632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7743628.500000 Penalty: 5371.653320
	Iteration 89Q: 3 clusters Score -7743628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -7743632.000000 Penalty: 5371.653320
	Iteration 90Q: 3 clusters Score -7743632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -7743629.000000 Penalty: 5371.653320
	Iteration 91Q: 3 clusters Score -7743629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -7743626.500000 Penalty: 5371.653320
	Iteration 92Q: 3 clusters Score -7743626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -7743617.500000 Penalty: 5371.653320
	Iteration 93Q: 3 clusters Score -7743618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -7743620.000000 Penalty: 5371.653320
	Iteration 94Q: 3 clusters Score -7743620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -7743620.000000 Penalty: 5371.653320
	Iteration 95Q: 3 clusters Score -7743620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7743626.000000 Penalty: 5371.653320
	Iteration 96Q: 3 clusters Score -7743626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7743626.000000 Penalty: 5371.653320
	Iteration 97F: 3 clusters Score -7743626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 220693 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Entering Unmasked Estep 
Score: -104065744.000000 Penalty: 96770.882812
Splitting cluster 16 changes total score from -104052360.000000 to -104065744.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (220693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220693 members 
Entering Unmasked Estep 
Score: -33872740.000000 Penalty: 3051.522949
	Iteration 0F: 2 clusters Score -3.387274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -33775084.000000 Penalty: 6103.045898
	Iteration 0F: 3 clusters Score -3.377508e+07 nChanged 106501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -33838784.000000 Penalty: 6103.045898
	Iteration 1F: 3 clusters Score -3.383878e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -33841344.000000 Penalty: 6103.045898
	Iteration 2Q: 3 clusters Score -3.384134e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116012 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -33845436.000000 Penalty: 6103.045898
	Iteration 3Q: 3 clusters Score -3.384544e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116356 members 
Mstep: Class 2 contains 104337 members 
Entering Unmasked Estep 
Score: -33851332.000000 Penalty: 6103.045898
	Iteration 4Q: 3 clusters Score -3.385133e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -33859264.000000 Penalty: 6103.045898
	Iteration 5F: 3 clusters Score -3.385926e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -33870080.000000 Penalty: 6103.045898
	Iteration 6F: 3 clusters Score -3.387008e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 112216 members 
Entering Unmasked Estep 
Score: -33882360.000000 Penalty: 6103.045898
	Iteration 7F: 3 clusters Score -3.388236e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 116467 members 
Entering Unmasked Estep 
Score: -33889948.000000 Penalty: 6103.045898
	Iteration 8F: 3 clusters Score -3.388995e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 119181 members 
Entering Unmasked Estep 
Score: -33892956.000000 Penalty: 6103.045898
	Iteration 9Q: 3 clusters Score -3.389296e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -33894036.000000 Penalty: 6103.045898
	Iteration 10Q: 3 clusters Score -3.389404e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -33894700.000000 Penalty: 6103.045898
	Iteration 11Q: 3 clusters Score -3.38947e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -33895280.000000 Penalty: 6103.045898
	Iteration 12Q: 3 clusters Score -3.389528e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -33895476.000000 Penalty: 6103.045898
	Iteration 13Q: 3 clusters Score -3.389548e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -33895712.000000 Penalty: 6103.045898
	Iteration 14Q: 3 clusters Score -3.389571e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 120719 members 
Entering Unmasked Estep 
Score: -33895852.000000 Penalty: 6103.045898
	Iteration 15Q: 3 clusters Score -3.389585e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 119598 members 
Entering Unmasked Estep 
Score: -33895952.000000 Penalty: 6103.045898
	Iteration 16Q: 3 clusters Score -3.389595e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102306 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -33896128.000000 Penalty: 6103.045898
	Iteration 17Q: 3 clusters Score -3.389613e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 117213 members 
Entering Unmasked Estep 
Score: -33896184.000000 Penalty: 6103.045898
	Iteration 18Q: 3 clusters Score -3.389618e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104401 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -33896324.000000 Penalty: 6103.045898
	Iteration 19Q: 3 clusters Score -3.389632e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105222 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -33896572.000000 Penalty: 6103.045898
	Iteration 20F: 3 clusters Score -3.389657e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -33896640.000000 Penalty: 6103.045898
	Iteration 21Q: 3 clusters Score -3.389664e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -33896752.000000 Penalty: 6103.045898
	Iteration 22Q: 3 clusters Score -3.389675e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -33896828.000000 Penalty: 6103.045898
	Iteration 23Q: 3 clusters Score -3.389683e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -33896984.000000 Penalty: 6103.045898
	Iteration 24Q: 3 clusters Score -3.389698e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107210 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -33897036.000000 Penalty: 6103.045898
	Iteration 25Q: 3 clusters Score -3.389704e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -33897028.000000 Penalty: 6103.045898
	Iteration 26Q: 3 clusters Score -3.389703e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 113366 members 
Entering Unmasked Estep 
Score: -33897076.000000 Penalty: 6103.045898
	Iteration 27Q: 3 clusters Score -3.389708e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -33897096.000000 Penalty: 6103.045898
	Iteration 28Q: 3 clusters Score -3.38971e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 113313 members 
Entering Unmasked Estep 
Score: -33897112.000000 Penalty: 6103.045898
	Iteration 29Q: 3 clusters Score -3.389711e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -33897068.000000 Penalty: 6103.045898
	Iteration 30Q: 3 clusters Score -3.389707e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107399 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -33897096.000000 Penalty: 6103.045898
	Iteration 31Q: 3 clusters Score -3.38971e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107398 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -33897084.000000 Penalty: 6103.045898
	Iteration 32Q: 3 clusters Score -3.389708e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 33Q: 3 clusters Score -3.389706e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107393 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -33897028.000000 Penalty: 6103.045898
	Iteration 34Q: 3 clusters Score -3.389703e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -33897068.000000 Penalty: 6103.045898
	Iteration 35Q: 3 clusters Score -3.389707e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -33897048.000000 Penalty: 6103.045898
	Iteration 36Q: 3 clusters Score -3.389705e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107368 members 
Mstep: Class 2 contains 113325 members 
Entering Unmasked Estep 
Score: -33897044.000000 Penalty: 6103.045898
	Iteration 37Q: 3 clusters Score -3.389704e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107374 members 
Mstep: Class 2 contains 113319 members 
Entering Unmasked Estep 
Score: -33897004.000000 Penalty: 6103.045898
	Iteration 38Q: 3 clusters Score -3.3897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -33897000.000000 Penalty: 6103.045898
	Iteration 39Q: 3 clusters Score -3.3897e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 113317 members 
Entering Unmasked Estep 
Score: -33897008.000000 Penalty: 6103.045898
	Iteration 40F: 3 clusters Score -3.389701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 113333 members 
Entering Unmasked Estep 
Score: -33897012.000000 Penalty: 6103.045898
	Iteration 41Q: 3 clusters Score -3.389701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -33897012.000000 Penalty: 6103.045898
	Iteration 42Q: 3 clusters Score -3.389701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -33897020.000000 Penalty: 6103.045898
	Iteration 43Q: 3 clusters Score -3.389702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 113337 members 
Entering Unmasked Estep 
Score: -33897016.000000 Penalty: 6103.045898
	Iteration 44Q: 3 clusters Score -3.389702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -33897028.000000 Penalty: 6103.045898
	Iteration 45Q: 3 clusters Score -3.389703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -33897032.000000 Penalty: 6103.045898
	Iteration 46Q: 3 clusters Score -3.389703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 113352 members 
Entering Unmasked Estep 
Score: -33897044.000000 Penalty: 6103.045898
	Iteration 47Q: 3 clusters Score -3.389704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -33897044.000000 Penalty: 6103.045898
	Iteration 48Q: 3 clusters Score -3.389704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -33897040.000000 Penalty: 6103.045898
	Iteration 49Q: 3 clusters Score -3.389704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -33897056.000000 Penalty: 6103.045898
	Iteration 50Q: 3 clusters Score -3.389706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -33897052.000000 Penalty: 6103.045898
	Iteration 51Q: 3 clusters Score -3.389705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -33897052.000000 Penalty: 6103.045898
	Iteration 52Q: 3 clusters Score -3.389705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -33897040.000000 Penalty: 6103.045898
	Iteration 53Q: 3 clusters Score -3.389704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 113351 members 
Entering Unmasked Estep 
Score: -33897056.000000 Penalty: 6103.045898
	Iteration 54Q: 3 clusters Score -3.389706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 113353 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 55Q: 3 clusters Score -3.389706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -33897052.000000 Penalty: 6103.045898
	Iteration 56Q: 3 clusters Score -3.389705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 57Q: 3 clusters Score -3.389706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -33897048.000000 Penalty: 6103.045898
	Iteration 58Q: 3 clusters Score -3.389705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -33897052.000000 Penalty: 6103.045898
	Iteration 59Q: 3 clusters Score -3.389705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 60F: 3 clusters Score -3.389706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 61Q: 3 clusters Score -3.389706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -33897060.000000 Penalty: 6103.045898
	Iteration 62F: 3 clusters Score -3.389706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Mstep: Class 30 contains 113358 members 
Entering Unmasked Estep 
Score: -104089928.000000 Penalty: 100107.812500
Splitting cluster 17 changes total score from -104052360.000000 to -104089928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (4887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Entering Unmasked Estep 
Score: -741797.937500 Penalty: 2106.594971
	Iteration 0F: 2 clusters Score -741797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -737353.000000 Penalty: 4213.189941
	Iteration 0F: 3 clusters Score -737353 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -738406.500000 Penalty: 4213.189941
	Iteration 1F: 3 clusters Score -738406.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -738614.125000 Penalty: 4213.189941
	Iteration 2F: 3 clusters Score -738614.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -738756.437500 Penalty: 4213.189941
	Iteration 3Q: 3 clusters Score -738756.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -738861.125000 Penalty: 4213.189941
	Iteration 4Q: 3 clusters Score -738861.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -738939.812500 Penalty: 4213.189941
	Iteration 5Q: 3 clusters Score -738939.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -738996.312500 Penalty: 4213.189941
	Iteration 6Q: 3 clusters Score -738996.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -739040.937500 Penalty: 4213.189941
	Iteration 7Q: 3 clusters Score -739040.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -739082.500000 Penalty: 4213.189941
	Iteration 8Q: 3 clusters Score -739082.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -739125.625000 Penalty: 4213.189941
	Iteration 9Q: 3 clusters Score -739125.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -739160.812500 Penalty: 4213.189941
	Iteration 10Q: 3 clusters Score -739160.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -739198.687500 Penalty: 4213.189941
	Iteration 11Q: 3 clusters Score -739198.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -739231.437500 Penalty: 4213.189941
	Iteration 12Q: 3 clusters Score -739231.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -739267.812500 Penalty: 4213.189941
	Iteration 13Q: 3 clusters Score -739267.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -739310.562500 Penalty: 4213.189941
	Iteration 14Q: 3 clusters Score -739310.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -739342.812500 Penalty: 4213.189941
	Iteration 15Q: 3 clusters Score -739342.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -739376.437500 Penalty: 4213.189941
	Iteration 16Q: 3 clusters Score -739376.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -739421.062500 Penalty: 4213.189941
	Iteration 17Q: 3 clusters Score -739421.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -739455.437500 Penalty: 4213.189941
	Iteration 18Q: 3 clusters Score -739455.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -739500.000000 Penalty: 4213.189941
	Iteration 19Q: 3 clusters Score -739500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -739540.125000 Penalty: 4213.189941
	Iteration 20F: 3 clusters Score -739540.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -739583.937500 Penalty: 4213.189941
	Iteration 21Q: 3 clusters Score -739583.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -739618.000000 Penalty: 4213.189941
	Iteration 22Q: 3 clusters Score -739618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -739644.812500 Penalty: 4213.189941
	Iteration 23Q: 3 clusters Score -739644.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -739668.437500 Penalty: 4213.189941
	Iteration 24Q: 3 clusters Score -739668.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -739695.000000 Penalty: 4213.189941
	Iteration 25Q: 3 clusters Score -739695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -739723.062500 Penalty: 4213.189941
	Iteration 26Q: 3 clusters Score -739723.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -739754.812500 Penalty: 4213.189941
	Iteration 27Q: 3 clusters Score -739754.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -739793.062500 Penalty: 4213.189941
	Iteration 28Q: 3 clusters Score -739793.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -739835.687500 Penalty: 4213.189941
	Iteration 29Q: 3 clusters Score -739835.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -739875.375000 Penalty: 4213.189941
	Iteration 30Q: 3 clusters Score -739875.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -739906.125000 Penalty: 4213.189941
	Iteration 31Q: 3 clusters Score -739906.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -739935.250000 Penalty: 4213.189941
	Iteration 32Q: 3 clusters Score -739935.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -739961.562500 Penalty: 4213.189941
	Iteration 33Q: 3 clusters Score -739961.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -739979.000000 Penalty: 4213.189941
	Iteration 34Q: 3 clusters Score -739979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -739993.875000 Penalty: 4213.189941
	Iteration 35Q: 3 clusters Score -739993.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -740009.500000 Penalty: 4213.189941
	Iteration 36Q: 3 clusters Score -740009.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -740019.687500 Penalty: 4213.189941
	Iteration 37Q: 3 clusters Score -740019.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -740028.250000 Penalty: 4213.189941
	Iteration 38Q: 3 clusters Score -740028.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -740039.000000 Penalty: 4213.189941
	Iteration 39Q: 3 clusters Score -740039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -740047.812500 Penalty: 4213.189941
	Iteration 40F: 3 clusters Score -740047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -740059.437500 Penalty: 4213.189941
	Iteration 41Q: 3 clusters Score -740059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -740066.875000 Penalty: 4213.189941
	Iteration 42Q: 3 clusters Score -740066.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -740071.937500 Penalty: 4213.189941
	Iteration 43Q: 3 clusters Score -740071.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -740078.625000 Penalty: 4213.189941
	Iteration 44Q: 3 clusters Score -740078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -740080.250000 Penalty: 4213.189941
	Iteration 45Q: 3 clusters Score -740080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -740080.125000 Penalty: 4213.189941
	Iteration 46Q: 3 clusters Score -740080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -740082.250000 Penalty: 4213.189941
	Iteration 47Q: 3 clusters Score -740082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -740083.375000 Penalty: 4213.189941
	Iteration 48Q: 3 clusters Score -740083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -740082.812500 Penalty: 4213.189941
	Iteration 49Q: 3 clusters Score -740082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -740084.687500 Penalty: 4213.189941
	Iteration 50Q: 3 clusters Score -740084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -740084.937500 Penalty: 4213.189941
	Iteration 51Q: 3 clusters Score -740084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -740084.937500 Penalty: 4213.189941
	Iteration 52F: 3 clusters Score -740084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -701802.312500 Penalty: 2132.769775
	Iteration 0F: 2 clusters Score -701802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -697129.437500 Penalty: 4265.539551
	Iteration 0F: 3 clusters Score -697129.4 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -698810.687500 Penalty: 4265.539551
	Iteration 1F: 3 clusters Score -698810.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -699586.312500 Penalty: 4265.539551
	Iteration 2F: 3 clusters Score -699586.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -700416.250000 Penalty: 4265.539551
	Iteration 3F: 3 clusters Score -700416.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -701138.250000 Penalty: 4265.539551
	Iteration 4F: 3 clusters Score -701138.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -701650.312500 Penalty: 4265.539551
	Iteration 5F: 3 clusters Score -701650.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -701974.625000 Penalty: 4265.539551
	Iteration 6F: 3 clusters Score -701974.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -702190.187500 Penalty: 4265.539551
	Iteration 7Q: 3 clusters Score -702190.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -702346.437500 Penalty: 4265.539551
	Iteration 8Q: 3 clusters Score -702346.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -702472.375000 Penalty: 4265.539551
	Iteration 9Q: 3 clusters Score -702472.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -702583.062500 Penalty: 4265.539551
	Iteration 10Q: 3 clusters Score -702583.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -702654.312500 Penalty: 4265.539551
	Iteration 11Q: 3 clusters Score -702654.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -702690.937500 Penalty: 4265.539551
	Iteration 12Q: 3 clusters Score -702690.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -702719.687500 Penalty: 4265.539551
	Iteration 13Q: 3 clusters Score -702719.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -702739.687500 Penalty: 4265.539551
	Iteration 14Q: 3 clusters Score -702739.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -702757.937500 Penalty: 4265.539551
	Iteration 15Q: 3 clusters Score -702757.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -702769.250000 Penalty: 4265.539551
	Iteration 16Q: 3 clusters Score -702769.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -702780.125000 Penalty: 4265.539551
	Iteration 17Q: 3 clusters Score -702780.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -702794.062500 Penalty: 4265.539551
	Iteration 18Q: 3 clusters Score -702794.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -702801.312500 Penalty: 4265.539551
	Iteration 19Q: 3 clusters Score -702801.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -702811.312500 Penalty: 4265.539551
	Iteration 20F: 3 clusters Score -702811.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -702818.625000 Penalty: 4265.539551
	Iteration 21Q: 3 clusters Score -702818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -702823.750000 Penalty: 4265.539551
	Iteration 22Q: 3 clusters Score -702823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -702833.437500 Penalty: 4265.539551
	Iteration 23Q: 3 clusters Score -702833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -702838.312500 Penalty: 4265.539551
	Iteration 24Q: 3 clusters Score -702838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -702841.437500 Penalty: 4265.539551
	Iteration 25Q: 3 clusters Score -702841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -702843.000000 Penalty: 4265.539551
	Iteration 26Q: 3 clusters Score -702843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -702842.437500 Penalty: 4265.539551
	Iteration 27Q: 3 clusters Score -702842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -702842.312500 Penalty: 4265.539551
	Iteration 28Q: 3 clusters Score -702842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -702842.312500 Penalty: 4265.539551
	Iteration 29F: 3 clusters Score -702842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 10348 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Mstep: Class 30 contains 113358 members 
Mstep: Class 31 contains 3178 members 
Entering Unmasked Estep 
Score: -104090016.000000 Penalty: 103444.734375
Splitting cluster 19 changes total score from -104052360.000000 to -104090016.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (10348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Entering Unmasked Estep 
Score: -1547874.250000 Penalty: 2292.648193
	Iteration 0F: 2 clusters Score -1547874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1539972.000000 Penalty: 4585.296387
	Iteration 0F: 3 clusters Score -1539972 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1542619.250000 Penalty: 4585.296387
	Iteration 1F: 3 clusters Score -1542619 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1543746.750000 Penalty: 4585.296387
	Iteration 2F: 3 clusters Score -1543747 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1544861.500000 Penalty: 4585.296387
	Iteration 3F: 3 clusters Score -1544862 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1545866.875000 Penalty: 4585.296387
	Iteration 4F: 3 clusters Score -1545867 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1546662.375000 Penalty: 4585.296387
	Iteration 5F: 3 clusters Score -1546662 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1547135.375000 Penalty: 4585.296387
	Iteration 6F: 3 clusters Score -1547135 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1547404.250000 Penalty: 4585.296387
	Iteration 7Q: 3 clusters Score -1547404 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1547577.000000 Penalty: 4585.296387
	Iteration 8Q: 3 clusters Score -1547577 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1547672.250000 Penalty: 4585.296387
	Iteration 9Q: 3 clusters Score -1547672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1547730.750000 Penalty: 4585.296387
	Iteration 10Q: 3 clusters Score -1547731 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1547771.750000 Penalty: 4585.296387
	Iteration 11Q: 3 clusters Score -1547772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1547796.250000 Penalty: 4585.296387
	Iteration 12Q: 3 clusters Score -1547796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1547820.375000 Penalty: 4585.296387
	Iteration 13Q: 3 clusters Score -1547820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1547841.625000 Penalty: 4585.296387
	Iteration 14Q: 3 clusters Score -1547842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1547856.250000 Penalty: 4585.296387
	Iteration 15Q: 3 clusters Score -1547856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1547865.000000 Penalty: 4585.296387
	Iteration 16Q: 3 clusters Score -1547865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1547874.125000 Penalty: 4585.296387
	Iteration 17Q: 3 clusters Score -1547874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1547879.000000 Penalty: 4585.296387
	Iteration 18Q: 3 clusters Score -1547879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1547880.875000 Penalty: 4585.296387
	Iteration 19Q: 3 clusters Score -1547881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1547884.875000 Penalty: 4585.296387
	Iteration 20F: 3 clusters Score -1547885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1547889.875000 Penalty: 4585.296387
	Iteration 21Q: 3 clusters Score -1547890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1547888.375000 Penalty: 4585.296387
	Iteration 22Q: 3 clusters Score -1547888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1547894.625000 Penalty: 4585.296387
	Iteration 23Q: 3 clusters Score -1547895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1547894.875000 Penalty: 4585.296387
	Iteration 24Q: 3 clusters Score -1547895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1547896.750000 Penalty: 4585.296387
	Iteration 25Q: 3 clusters Score -1547897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1547895.750000 Penalty: 4585.296387
	Iteration 26Q: 3 clusters Score -1547896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1547896.875000 Penalty: 4585.296387
	Iteration 27Q: 3 clusters Score -1547897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1547896.875000 Penalty: 4585.296387
	Iteration 28F: 3 clusters Score -1547897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Mstep: Class 30 contains 113358 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 2086 members 
Entering Unmasked Estep 
Score: -104089088.000000 Penalty: 106781.664062
Splitting cluster 20 changes total score from -104052360.000000 to -104089088.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (17808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Entering Unmasked Estep 
Score: -2473929.500000 Penalty: 2427.275879
	Iteration 0F: 2 clusters Score -2473930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2461332.500000 Penalty: 4854.551758
	Iteration 0F: 3 clusters Score -2461332 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2466092.250000 Penalty: 4854.551758
	Iteration 1F: 3 clusters Score -2466092 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2467416.000000 Penalty: 4854.551758
	Iteration 2F: 3 clusters Score -2467416 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2469276.500000 Penalty: 4854.551758
	Iteration 3F: 3 clusters Score -2469276 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2471368.500000 Penalty: 4854.551758
	Iteration 4F: 3 clusters Score -2471368 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2472931.250000 Penalty: 4854.551758
	Iteration 5F: 3 clusters Score -2472931 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2473896.000000 Penalty: 4854.551758
	Iteration 6F: 3 clusters Score -2473896 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2474507.250000 Penalty: 4854.551758
	Iteration 7Q: 3 clusters Score -2474507 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2474850.250000 Penalty: 4854.551758
	Iteration 8Q: 3 clusters Score -2474850 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2475048.750000 Penalty: 4854.551758
	Iteration 9Q: 3 clusters Score -2475049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2475172.500000 Penalty: 4854.551758
	Iteration 10Q: 3 clusters Score -2475172 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2475247.250000 Penalty: 4854.551758
	Iteration 11Q: 3 clusters Score -2475247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2475313.250000 Penalty: 4854.551758
	Iteration 12Q: 3 clusters Score -2475313 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2475364.250000 Penalty: 4854.551758
	Iteration 13Q: 3 clusters Score -2475364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2475419.750000 Penalty: 4854.551758
	Iteration 14Q: 3 clusters Score -2475420 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2475449.750000 Penalty: 4854.551758
	Iteration 15Q: 3 clusters Score -2475450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2475493.750000 Penalty: 4854.551758
	Iteration 16Q: 3 clusters Score -2475494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2475515.250000 Penalty: 4854.551758
	Iteration 17Q: 3 clusters Score -2475515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2475552.000000 Penalty: 4854.551758
	Iteration 18Q: 3 clusters Score -2475552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2475575.000000 Penalty: 4854.551758
	Iteration 19Q: 3 clusters Score -2475575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2475585.500000 Penalty: 4854.551758
	Iteration 20F: 3 clusters Score -2475586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2475608.750000 Penalty: 4854.551758
	Iteration 21Q: 3 clusters Score -2475609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2475609.000000 Penalty: 4854.551758
	Iteration 22Q: 3 clusters Score -2475609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2475619.250000 Penalty: 4854.551758
	Iteration 23Q: 3 clusters Score -2475619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2475630.250000 Penalty: 4854.551758
	Iteration 24Q: 3 clusters Score -2475630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2475632.750000 Penalty: 4854.551758
	Iteration 25Q: 3 clusters Score -2475633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2475647.500000 Penalty: 4854.551758
	Iteration 26Q: 3 clusters Score -2475648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2475648.750000 Penalty: 4854.551758
	Iteration 27Q: 3 clusters Score -2475649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2475650.500000 Penalty: 4854.551758
	Iteration 28Q: 3 clusters Score -2475650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2475667.250000 Penalty: 4854.551758
	Iteration 29Q: 3 clusters Score -2475667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2475664.250000 Penalty: 4854.551758
	Iteration 30Q: 3 clusters Score -2475664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2475670.500000 Penalty: 4854.551758
	Iteration 31Q: 3 clusters Score -2475670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2475674.000000 Penalty: 4854.551758
	Iteration 32Q: 3 clusters Score -2475674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2475677.500000 Penalty: 4854.551758
	Iteration 33Q: 3 clusters Score -2475678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2475676.000000 Penalty: 4854.551758
	Iteration 34Q: 3 clusters Score -2475676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2475672.750000 Penalty: 4854.551758
	Iteration 35Q: 3 clusters Score -2475673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2475671.250000 Penalty: 4854.551758
	Iteration 36Q: 3 clusters Score -2475671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2475673.500000 Penalty: 4854.551758
	Iteration 37Q: 3 clusters Score -2475674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2475673.500000 Penalty: 4854.551758
	Iteration 38Q: 3 clusters Score -2475674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2475675.250000 Penalty: 4854.551758
	Iteration 39Q: 3 clusters Score -2475675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2475677.750000 Penalty: 4854.551758
	Iteration 40F: 3 clusters Score -2475678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 13622 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Mstep: Class 30 contains 113358 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 2086 members 
Mstep: Class 33 contains 4186 members 
Entering Unmasked Estep 
Score: -104089944.000000 Penalty: 110118.593750
Splitting cluster 21 changes total score from -104052360.000000 to -104089944.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -119582.156250 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -119582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118152.593750 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -118152.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119627.460938 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -119627.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119969.500000 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -119969.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120240.179688 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -120240.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120712.851562 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -120712.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121082.789062 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -121082.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121670.250000 Penalty: 3496.860840
	Iteration 6F: 3 clusters Score -121670.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121984.953125 Penalty: 3496.860840
	Iteration 7F: 3 clusters Score -121985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122366.226562 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -122366.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122598.140625 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -122598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122700.414062 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -122700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122713.078125 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -122713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122717.007812 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -122717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122717.210938 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -122717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122720.367188 Penalty: 3496.860840
	Iteration 14F: 3 clusters Score -122720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122728.250000 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -122728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122728.250000 Penalty: 3496.860840
	Iteration 16F: 3 clusters Score -122728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 18553 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 13622 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 9735 members 
Mstep: Class 30 contains 113358 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 2086 members 
Mstep: Class 33 contains 4186 members 
Mstep: Class 34 contains 809 members 
Entering Unmasked Estep 
Score: -104091296.000000 Penalty: 113455.515625
Splitting cluster 22 changes total score from -104052360.000000 to -104091296.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (16008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Entering Unmasked Estep 
Score: -2432254.000000 Penalty: 2400.849365
	Iteration 0F: 2 clusters Score -2432254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2420648.500000 Penalty: 4801.698730
	Iteration 0F: 3 clusters Score -2420648 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2424377.750000 Penalty: 4801.698730
	Iteration 1F: 3 clusters Score -2424378 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2424795.250000 Penalty: 4801.698730
	Iteration 2F: 3 clusters Score -2424795 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2425239.750000 Penalty: 4801.698730
	Iteration 3F: 3 clusters Score -2425240 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2425688.250000 Penalty: 4801.698730
	Iteration 4F: 3 clusters Score -2425688 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2426193.750000 Penalty: 4801.698730
	Iteration 5F: 3 clusters Score -2426194 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2426877.000000 Penalty: 4801.698730
	Iteration 6F: 3 clusters Score -2426877 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2427658.250000 Penalty: 4801.698730
	Iteration 7F: 3 clusters Score -2427658 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2428397.000000 Penalty: 4801.698730
	Iteration 8F: 3 clusters Score -2428397 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2428977.500000 Penalty: 4801.698730
	Iteration 9Q: 3 clusters Score -2428978 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2429406.000000 Penalty: 4801.698730
	Iteration 10Q: 3 clusters Score -2429406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2429705.000000 Penalty: 4801.698730
	Iteration 11Q: 3 clusters Score -2429705 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2429893.250000 Penalty: 4801.698730
	Iteration 12Q: 3 clusters Score -2429893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2429974.750000 Penalty: 4801.698730
	Iteration 13Q: 3 clusters Score -2429975 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2430052.000000 Penalty: 4801.698730
	Iteration 14Q: 3 clusters Score -2430052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2430098.250000 Penalty: 4801.698730
	Iteration 15Q: 3 clusters Score -2430098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2430120.750000 Penalty: 4801.698730
	Iteration 16Q: 3 clusters Score -2430121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2430153.250000 Penalty: 4801.698730
	Iteration 17Q: 3 clusters Score -2430153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2430167.500000 Penalty: 4801.698730
	Iteration 18Q: 3 clusters Score -2430168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2430171.250000 Penalty: 4801.698730
	Iteration 19Q: 3 clusters Score -2430171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2430182.750000 Penalty: 4801.698730
	Iteration 20F: 3 clusters Score -2430183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2430193.250000 Penalty: 4801.698730
	Iteration 21Q: 3 clusters Score -2430193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2430202.500000 Penalty: 4801.698730
	Iteration 22Q: 3 clusters Score -2430202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2430207.000000 Penalty: 4801.698730
	Iteration 23Q: 3 clusters Score -2430207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2430209.000000 Penalty: 4801.698730
	Iteration 24Q: 3 clusters Score -2430209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2430221.250000 Penalty: 4801.698730
	Iteration 25Q: 3 clusters Score -2430221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2430220.750000 Penalty: 4801.698730
	Iteration 26Q: 3 clusters Score -2430221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2430224.000000 Penalty: 4801.698730
	Iteration 27Q: 3 clusters Score -2430224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2430228.000000 Penalty: 4801.698730
	Iteration 28Q: 3 clusters Score -2430228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2430230.250000 Penalty: 4801.698730
	Iteration 29Q: 3 clusters Score -2430230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2430232.750000 Penalty: 4801.698730
	Iteration 30Q: 3 clusters Score -2430233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2430233.500000 Penalty: 4801.698730
	Iteration 31Q: 3 clusters Score -2430234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2430237.750000 Penalty: 4801.698730
	Iteration 32Q: 3 clusters Score -2430238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2430238.250000 Penalty: 4801.698730
	Iteration 33Q: 3 clusters Score -2430238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2430238.250000 Penalty: 4801.698730
	Iteration 34F: 3 clusters Score -2430238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Entering Unmasked Estep 
Score: -3567681.000000 Penalty: 2507.112061
	Iteration 0F: 2 clusters Score -3567681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3550661.250000 Penalty: 5014.224121
	Iteration 0F: 3 clusters Score -3550661 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3556668.500000 Penalty: 5014.224121
	Iteration 1F: 3 clusters Score -3556668 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3557369.000000 Penalty: 5014.224121
	Iteration 2F: 3 clusters Score -3557369 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -3558147.250000 Penalty: 5014.224121
	Iteration 3F: 3 clusters Score -3558147 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3559160.250000 Penalty: 5014.224121
	Iteration 4F: 3 clusters Score -3559160 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3560262.750000 Penalty: 5014.224121
	Iteration 5F: 3 clusters Score -3560263 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3561366.500000 Penalty: 5014.224121
	Iteration 6F: 3 clusters Score -3561366 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3562254.250000 Penalty: 5014.224121
	Iteration 7F: 3 clusters Score -3562254 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3562959.750000 Penalty: 5014.224121
	Iteration 8F: 3 clusters Score -3562960 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3563463.000000 Penalty: 5014.224121
	Iteration 9Q: 3 clusters Score -3563463 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3563821.000000 Penalty: 5014.224121
	Iteration 10Q: 3 clusters Score -3563821 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3564067.000000 Penalty: 5014.224121
	Iteration 11Q: 3 clusters Score -3564067 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3564227.750000 Penalty: 5014.224121
	Iteration 12Q: 3 clusters Score -3564228 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3564386.750000 Penalty: 5014.224121
	Iteration 13Q: 3 clusters Score -3564387 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3564512.000000 Penalty: 5014.224121
	Iteration 14Q: 3 clusters Score -3564512 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3564619.500000 Penalty: 5014.224121
	Iteration 15Q: 3 clusters Score -3564620 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3564693.500000 Penalty: 5014.224121
	Iteration 16Q: 3 clusters Score -3564694 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3564780.000000 Penalty: 5014.224121
	Iteration 17Q: 3 clusters Score -3564780 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3564879.750000 Penalty: 5014.224121
	Iteration 18Q: 3 clusters Score -3564880 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3564929.250000 Penalty: 5014.224121
	Iteration 19Q: 3 clusters Score -3564929 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3564976.000000 Penalty: 5014.224121
	Iteration 20F: 3 clusters Score -3564976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3565029.750000 Penalty: 5014.224121
	Iteration 21Q: 3 clusters Score -3565030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3565069.250000 Penalty: 5014.224121
	Iteration 22Q: 3 clusters Score -3565069 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3565109.750000 Penalty: 5014.224121
	Iteration 23Q: 3 clusters Score -3565110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3565128.000000 Penalty: 5014.224121
	Iteration 24Q: 3 clusters Score -3565128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3565144.250000 Penalty: 5014.224121
	Iteration 25Q: 3 clusters Score -3565144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3565151.250000 Penalty: 5014.224121
	Iteration 26Q: 3 clusters Score -3565151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3565169.500000 Penalty: 5014.224121
	Iteration 27Q: 3 clusters Score -3565170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3565196.250000 Penalty: 5014.224121
	Iteration 28Q: 3 clusters Score -3565196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3565220.500000 Penalty: 5014.224121
	Iteration 29Q: 3 clusters Score -3565220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3565249.500000 Penalty: 5014.224121
	Iteration 30Q: 3 clusters Score -3565250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3565272.250000 Penalty: 5014.224121
	Iteration 31Q: 3 clusters Score -3565272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3565307.250000 Penalty: 5014.224121
	Iteration 32Q: 3 clusters Score -3565307 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3565338.750000 Penalty: 5014.224121
	Iteration 33Q: 3 clusters Score -3565339 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3565375.250000 Penalty: 5014.224121
	Iteration 34Q: 3 clusters Score -3565375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3565429.750000 Penalty: 5014.224121
	Iteration 35Q: 3 clusters Score -3565430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3565456.250000 Penalty: 5014.224121
	Iteration 36Q: 3 clusters Score -3565456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3565501.500000 Penalty: 5014.224121
	Iteration 37Q: 3 clusters Score -3565502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3565541.750000 Penalty: 5014.224121
	Iteration 38Q: 3 clusters Score -3565542 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3565573.750000 Penalty: 5014.224121
	Iteration 39Q: 3 clusters Score -3565574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3565601.000000 Penalty: 5014.224121
	Iteration 40F: 3 clusters Score -3565601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3565619.250000 Penalty: 5014.224121
	Iteration 41Q: 3 clusters Score -3565619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3565639.000000 Penalty: 5014.224121
	Iteration 42Q: 3 clusters Score -3565639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3565648.500000 Penalty: 5014.224121
	Iteration 43Q: 3 clusters Score -3565648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3565665.250000 Penalty: 5014.224121
	Iteration 44Q: 3 clusters Score -3565665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3565682.500000 Penalty: 5014.224121
	Iteration 45Q: 3 clusters Score -3565682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3565719.000000 Penalty: 5014.224121
	Iteration 46Q: 3 clusters Score -3565719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3565741.000000 Penalty: 5014.224121
	Iteration 47Q: 3 clusters Score -3565741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3565757.000000 Penalty: 5014.224121
	Iteration 48Q: 3 clusters Score -3565757 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3565785.750000 Penalty: 5014.224121
	Iteration 49Q: 3 clusters Score -3565786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3565789.750000 Penalty: 5014.224121
	Iteration 50Q: 3 clusters Score -3565790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3565800.250000 Penalty: 5014.224121
	Iteration 51Q: 3 clusters Score -3565800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3565807.500000 Penalty: 5014.224121
	Iteration 52Q: 3 clusters Score -3565808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3565805.250000 Penalty: 5014.224121
	Iteration 53Q: 3 clusters Score -3565805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3565813.750000 Penalty: 5014.224121
	Iteration 54Q: 3 clusters Score -3565814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3565814.000000 Penalty: 5014.224121
	Iteration 55Q: 3 clusters Score -3565814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3565817.500000 Penalty: 5014.224121
	Iteration 56Q: 3 clusters Score -3565818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3565819.500000 Penalty: 5014.224121
	Iteration 57Q: 3 clusters Score -3565820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3565823.750000 Penalty: 5014.224121
	Iteration 58Q: 3 clusters Score -3565824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3565817.250000 Penalty: 5014.224121
	Iteration 59Q: 3 clusters Score -3565817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3565826.000000 Penalty: 5014.224121
	Iteration 60F: 3 clusters Score -3565826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3565838.250000 Penalty: 5014.224121
	Iteration 61Q: 3 clusters Score -3565838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3565841.250000 Penalty: 5014.224121
	Iteration 62Q: 3 clusters Score -3565841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3565841.000000 Penalty: 5014.224121
	Iteration 63Q: 3 clusters Score -3565841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3565842.500000 Penalty: 5014.224121
	Iteration 64Q: 3 clusters Score -3565842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3565840.250000 Penalty: 5014.224121
	Iteration 65Q: 3 clusters Score -3565840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3565845.000000 Penalty: 5014.224121
	Iteration 66Q: 3 clusters Score -3565845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3565847.000000 Penalty: 5014.224121
	Iteration 67Q: 3 clusters Score -3565847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3565855.500000 Penalty: 5014.224121
	Iteration 68Q: 3 clusters Score -3565856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3565858.750000 Penalty: 5014.224121
	Iteration 69Q: 3 clusters Score -3565859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3565868.750000 Penalty: 5014.224121
	Iteration 70Q: 3 clusters Score -3565869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3565875.750000 Penalty: 5014.224121
	Iteration 71Q: 3 clusters Score -3565876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -3565879.500000 Penalty: 5014.224121
	Iteration 72Q: 3 clusters Score -3565880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3565882.750000 Penalty: 5014.224121
	Iteration 73Q: 3 clusters Score -3565883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3565892.000000 Penalty: 5014.224121
	Iteration 74Q: 3 clusters Score -3565892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3565903.500000 Penalty: 5014.224121
	Iteration 75Q: 3 clusters Score -3565904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3565909.000000 Penalty: 5014.224121
	Iteration 76Q: 3 clusters Score -3565909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3565913.750000 Penalty: 5014.224121
	Iteration 77Q: 3 clusters Score -3565914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3565918.000000 Penalty: 5014.224121
	Iteration 78Q: 3 clusters Score -3565918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3565923.250000 Penalty: 5014.224121
	Iteration 79Q: 3 clusters Score -3565923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3565928.750000 Penalty: 5014.224121
	Iteration 80F: 3 clusters Score -3565929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3565928.000000 Penalty: 5014.224121
	Iteration 81Q: 3 clusters Score -3565928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3565931.000000 Penalty: 5014.224121
	Iteration 82Q: 3 clusters Score -3565931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3565932.250000 Penalty: 5014.224121
	Iteration 83Q: 3 clusters Score -3565932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3565936.250000 Penalty: 5014.224121
	Iteration 84Q: 3 clusters Score -3565936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3565937.000000 Penalty: 5014.224121
	Iteration 85Q: 3 clusters Score -3565937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3565946.000000 Penalty: 5014.224121
	Iteration 86Q: 3 clusters Score -3565946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3565954.750000 Penalty: 5014.224121
	Iteration 87Q: 3 clusters Score -3565955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3565963.000000 Penalty: 5014.224121
	Iteration 88Q: 3 clusters Score -3565963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3565974.750000 Penalty: 5014.224121
	Iteration 89Q: 3 clusters Score -3565975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3565988.250000 Penalty: 5014.224121
	Iteration 90Q: 3 clusters Score -3565988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3565982.000000 Penalty: 5014.224121
	Iteration 91Q: 3 clusters Score -3565982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3565994.250000 Penalty: 5014.224121
	Iteration 92Q: 3 clusters Score -3565994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3565997.500000 Penalty: 5014.224121
	Iteration 93Q: 3 clusters Score -3565998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3565998.500000 Penalty: 5014.224121
	Iteration 94Q: 3 clusters Score -3565998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3565996.250000 Penalty: 5014.224121
	Iteration 95Q: 3 clusters Score -3565996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3566007.500000 Penalty: 5014.224121
	Iteration 96Q: 3 clusters Score -3566008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3566000.500000 Penalty: 5014.224121
	Iteration 97Q: 3 clusters Score -3566000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3565998.500000 Penalty: 5014.224121
	Iteration 98Q: 3 clusters Score -3565998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3565996.500000 Penalty: 5014.224121
	Iteration 99Q: 3 clusters Score -3565996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3565997.000000 Penalty: 5014.224121
	Iteration 100F: 3 clusters Score -3565997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3566004.750000 Penalty: 5014.224121
	Iteration 101Q: 3 clusters Score -3566005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3566009.000000 Penalty: 5014.224121
	Iteration 102Q: 3 clusters Score -3566009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3566013.750000 Penalty: 5014.224121
	Iteration 103Q: 3 clusters Score -3566014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3566025.500000 Penalty: 5014.224121
	Iteration 104Q: 3 clusters Score -3566026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3566028.750000 Penalty: 5014.224121
	Iteration 105Q: 3 clusters Score -3566029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3566032.500000 Penalty: 5014.224121
	Iteration 106Q: 3 clusters Score -3566032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3566033.750000 Penalty: 5014.224121
	Iteration 107Q: 3 clusters Score -3566034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3566036.500000 Penalty: 5014.224121
	Iteration 108Q: 3 clusters Score -3566036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3566040.500000 Penalty: 5014.224121
	Iteration 109Q: 3 clusters Score -3566040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3566041.000000 Penalty: 5014.224121
	Iteration 110Q: 3 clusters Score -3566041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3566035.500000 Penalty: 5014.224121
	Iteration 111Q: 3 clusters Score -3566036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3566038.250000 Penalty: 5014.224121
	Iteration 112Q: 3 clusters Score -3566038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3566046.000000 Penalty: 5014.224121
	Iteration 113Q: 3 clusters Score -3566046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3566039.250000 Penalty: 5014.224121
	Iteration 114Q: 3 clusters Score -3566039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3566043.500000 Penalty: 5014.224121
	Iteration 115Q: 3 clusters Score -3566044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3566040.500000 Penalty: 5014.224121
	Iteration 116Q: 3 clusters Score -3566040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3566045.500000 Penalty: 5014.224121
	Iteration 117Q: 3 clusters Score -3566046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3566047.250000 Penalty: 5014.224121
	Iteration 118Q: 3 clusters Score -3566047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3566052.250000 Penalty: 5014.224121
	Iteration 119Q: 3 clusters Score -3566052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3566055.250000 Penalty: 5014.224121
	Iteration 120F: 3 clusters Score -3566055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3566058.000000 Penalty: 5014.224121
	Iteration 121Q: 3 clusters Score -3566058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3566059.250000 Penalty: 5014.224121
	Iteration 122Q: 3 clusters Score -3566059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3566058.500000 Penalty: 5014.224121
	Iteration 123Q: 3 clusters Score -3566058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3566059.000000 Penalty: 5014.224121
	Iteration 124Q: 3 clusters Score -3566059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3566059.250000 Penalty: 5014.224121
	Iteration 125Q: 3 clusters Score -3566059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3566064.750000 Penalty: 5014.224121
	Iteration 126Q: 3 clusters Score -3566065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3566067.250000 Penalty: 5014.224121
	Iteration 127Q: 3 clusters Score -3566067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3566069.750000 Penalty: 5014.224121
	Iteration 128Q: 3 clusters Score -3566070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3566072.250000 Penalty: 5014.224121
	Iteration 129Q: 3 clusters Score -3566072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3566067.750000 Penalty: 5014.224121
	Iteration 130Q: 3 clusters Score -3566068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3566066.250000 Penalty: 5014.224121
	Iteration 131Q: 3 clusters Score -3566066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3566065.500000 Penalty: 5014.224121
	Iteration 132Q: 3 clusters Score -3566066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3566063.750000 Penalty: 5014.224121
	Iteration 133Q: 3 clusters Score -3566064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3566060.250000 Penalty: 5014.224121
	Iteration 134Q: 3 clusters Score -3566060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3566062.750000 Penalty: 5014.224121
	Iteration 135Q: 3 clusters Score -3566063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3566063.500000 Penalty: 5014.224121
	Iteration 136Q: 3 clusters Score -3566064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3566061.250000 Penalty: 5014.224121
	Iteration 137Q: 3 clusters Score -3566061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3566060.250000 Penalty: 5014.224121
	Iteration 138Q: 3 clusters Score -3566060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3566065.250000 Penalty: 5014.224121
	Iteration 139Q: 3 clusters Score -3566065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3566065.250000 Penalty: 5014.224121
	Iteration 140F: 3 clusters Score -3566065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 17124 members 
Mstep: Class 7 contains 11824 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 46432 members 
Mstep: Class 11 contains 160162 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 107335 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 13622 members 
Mstep: Class 22 contains 344 members 
Mstep: Class 23 contains 16008 members 
Mstep: Class 24 contains 24571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104152.000000 Penalty: 113455.515625
Iteration 39Q: 35 clusters Score -1.041042e+08 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 524 members 
Mstep: Class 6 contains 17573 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 46151 members 
Mstep: Class 11 contains 161571 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 40306 members 
Mstep: Class 17 contains 106717 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 2283 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 14284 members 
Mstep: Class 22 contains 353 members 
Mstep: Class 23 contains 15743 members 
Mstep: Class 24 contains 25533 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 1215 members 
Mstep: Class 28 contains 8062 members 
Mstep: Class 29 contains 9071 members 
Mstep: Class 30 contains 112290 members 
Mstep: Class 31 contains 3074 members 
Mstep: Class 32 contains 2168 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127048.000000 Penalty: 113455.515625
Iteration 40F: 35 clusters Score -1.04127e+08 nChanged 30340
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 15517 members 
Mstep: Class 3 contains 18704 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 5 contains 530 members 
Mstep: Class 6 contains 16919 members 
Mstep: Class 7 contains 13192 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 145306 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 6050 members 
Mstep: Class 14 contains 4658 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 39958 members 
Mstep: Class 17 contains 106252 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 2310 members 
Mstep: Class 20 contains 8752 members 
Mstep: Class 21 contains 14350 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 15515 members 
Mstep: Class 24 contains 25033 members 
Mstep: Class 25 contains 1767 members 
Mstep: Class 26 contains 1764 members 
Mstep: Class 27 contains 1216 members 
Mstep: Class 28 contains 8201 members 
Mstep: Class 29 contains 9778 members 
Mstep: Class 30 contains 130639 members 
Mstep: Class 31 contains 3271 members 
Mstep: Class 32 contains 2196 members 
Mstep: Class 33 contains 4281 members 
Mstep: Class 34 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104141152.000000 Penalty: 113455.515625
Iteration 41Q: 35 clusters Score -1.041412e+08 nChanged 32379
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 13788 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 44616 members 
Mstep: Class 11 contains 126134 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 39818 members 
Mstep: Class 17 contains 110328 members 
Mstep: Class 18 contains 4089 members 
Mstep: Class 19 contains 2328 members 
Mstep: Class 20 contains 8704 members 
Mstep: Class 21 contains 14468 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 24645 members 
Mstep: Class 25 contains 1793 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 8239 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 146702 members 
Mstep: Class 31 contains 3397 members 
Mstep: Class 32 contains 2181 members 
Mstep: Class 33 contains 4396 members 
Mstep: Class 34 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104141984.000000 Penalty: 113455.515625
Iteration 42Q: 35 clusters Score -1.04142e+08 nChanged 31946
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 15284 members 
Mstep: Class 3 contains 19557 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 14282 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 10 contains 44098 members 
Mstep: Class 11 contains 106190 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 5954 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 39742 members 
Mstep: Class 17 contains 115797 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 14572 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 15293 members 
Mstep: Class 24 contains 24368 members 
Mstep: Class 25 contains 1799 members 
Mstep: Class 26 contains 1629 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 8264 members 
Mstep: Class 29 contains 10644 members 
Mstep: Class 30 contains 161694 members 
Mstep: Class 31 contains 3463 members 
Mstep: Class 32 contains 2132 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104131800.000000 Penalty: 113455.515625
Iteration 43Q: 35 clusters Score -1.041318e+08 nChanged 25194
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 15244 members 
Mstep: Class 3 contains 19998 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 474 members 
Mstep: Class 6 contains 15827 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 92210 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 5987 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 39708 members 
Mstep: Class 17 contains 121533 members 
Mstep: Class 18 contains 3762 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 8725 members 
Mstep: Class 21 contains 14657 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 15267 members 
Mstep: Class 24 contains 24124 members 
Mstep: Class 25 contains 1798 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 1217 members 
Mstep: Class 28 contains 8281 members 
Mstep: Class 29 contains 10935 members 
Mstep: Class 30 contains 169865 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 2082 members 
Mstep: Class 33 contains 4441 members 
Mstep: Class 34 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120768.000000 Penalty: 113455.515625
Iteration 44Q: 35 clusters Score -1.041208e+08 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 15222 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 15506 members 
Mstep: Class 7 contains 15208 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 43641 members 
Mstep: Class 11 contains 85466 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 39728 members 
Mstep: Class 17 contains 127333 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 15300 members 
Mstep: Class 24 contains 23923 members 
Mstep: Class 25 contains 1796 members 
Mstep: Class 26 contains 1547 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 8302 members 
Mstep: Class 29 contains 11251 members 
Mstep: Class 30 contains 170293 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 2041 members 
Mstep: Class 33 contains 4469 members 
Mstep: Class 34 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116008.000000 Penalty: 113455.515625
Iteration 45Q: 35 clusters Score -1.04116e+08 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 15213 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 15186 members 
Mstep: Class 7 contains 15593 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 5135 members 
Mstep: Class 10 contains 43411 members 
Mstep: Class 11 contains 81573 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 4483 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 39756 members 
Mstep: Class 17 contains 133146 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 8802 members 
Mstep: Class 21 contains 14731 members 
Mstep: Class 22 contains 329 members 
Mstep: Class 23 contains 15345 members 
Mstep: Class 24 contains 23695 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8314 members 
Mstep: Class 29 contains 11523 members 
Mstep: Class 30 contains 168131 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4492 members 
Mstep: Class 34 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115512.000000 Penalty: 113455.515625
Iteration 46Q: 35 clusters Score -1.041155e+08 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 15202 members 
Mstep: Class 3 contains 21183 members 
Mstep: Class 4 contains 1306 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 14908 members 
Mstep: Class 7 contains 15877 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5123 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 79042 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6055 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 39813 members 
Mstep: Class 17 contains 138970 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 2401 members 
Mstep: Class 20 contains 8823 members 
Mstep: Class 21 contains 14762 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 15410 members 
Mstep: Class 24 contains 23428 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 1520 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8324 members 
Mstep: Class 29 contains 11753 members 
Mstep: Class 30 contains 164781 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 1951 members 
Mstep: Class 33 contains 4503 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116760.000000 Penalty: 113455.515625
Iteration 47Q: 35 clusters Score -1.041168e+08 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 21539 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 14607 members 
Mstep: Class 7 contains 16055 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 5113 members 
Mstep: Class 10 contains 42791 members 
Mstep: Class 11 contains 76958 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6037 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 39875 members 
Mstep: Class 17 contains 144818 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 326 members 
Mstep: Class 23 contains 15462 members 
Mstep: Class 24 contains 23163 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 1511 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 11937 members 
Mstep: Class 30 contains 161200 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 1915 members 
Mstep: Class 33 contains 4520 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118104.000000 Penalty: 113455.515625
Iteration 48Q: 35 clusters Score -1.041181e+08 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 15181 members 
Mstep: Class 3 contains 21840 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 14355 members 
Mstep: Class 7 contains 16225 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5108 members 
Mstep: Class 10 contains 42478 members 
Mstep: Class 11 contains 75083 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 39927 members 
Mstep: Class 17 contains 150614 members 
Mstep: Class 18 contains 3534 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 14795 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 15504 members 
Mstep: Class 24 contains 22967 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8331 members 
Mstep: Class 29 contains 12096 members 
Mstep: Class 30 contains 157456 members 
Mstep: Class 31 contains 3477 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 4534 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119840.000000 Penalty: 113455.515625
Iteration 49Q: 35 clusters Score -1.041198e+08 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 15177 members 
Mstep: Class 3 contains 22110 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 14124 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 42271 members 
Mstep: Class 11 contains 73226 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 40008 members 
Mstep: Class 17 contains 156422 members 
Mstep: Class 18 contains 3523 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 8882 members 
Mstep: Class 21 contains 14815 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 15567 members 
Mstep: Class 24 contains 22753 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 1514 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8340 members 
Mstep: Class 29 contains 12247 members 
Mstep: Class 30 contains 153605 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 1858 members 
Mstep: Class 33 contains 4543 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104121104.000000 Penalty: 113455.515625
Iteration 50Q: 35 clusters Score -1.041211e+08 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 15176 members 
Mstep: Class 3 contains 22334 members 
Mstep: Class 4 contains 1377 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 13914 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 42144 members 
Mstep: Class 11 contains 71334 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 40073 members 
Mstep: Class 17 contains 162159 members 
Mstep: Class 18 contains 3512 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 14815 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 15631 members 
Mstep: Class 24 contains 22542 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 1511 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8346 members 
Mstep: Class 29 contains 12390 members 
Mstep: Class 30 contains 149872 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1844 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104122840.000000 Penalty: 113455.515625
Iteration 51Q: 35 clusters Score -1.041228e+08 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 22553 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 13706 members 
Mstep: Class 7 contains 16433 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 69451 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 5925 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 40138 members 
Mstep: Class 17 contains 167801 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 8924 members 
Mstep: Class 21 contains 14810 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 15694 members 
Mstep: Class 24 contains 22364 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8356 members 
Mstep: Class 29 contains 12513 members 
Mstep: Class 30 contains 146188 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123576.000000 Penalty: 113455.515625
Iteration 52Q: 35 clusters Score -1.041236e+08 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 15172 members 
Mstep: Class 3 contains 22797 members 
Mstep: Class 4 contains 1389 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 42041 members 
Mstep: Class 11 contains 67548 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 40203 members 
Mstep: Class 17 contains 173585 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 14803 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 15763 members 
Mstep: Class 24 contains 22182 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 12630 members 
Mstep: Class 30 contains 142389 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 1822 members 
Mstep: Class 33 contains 4556 members 
Mstep: Class 34 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124952.000000 Penalty: 113455.515625
Iteration 53Q: 35 clusters Score -1.04125e+08 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 23042 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 16413 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 5092 members 
Mstep: Class 10 contains 42062 members 
Mstep: Class 11 contains 65772 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5822 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 40257 members 
Mstep: Class 17 contains 179286 members 
Mstep: Class 18 contains 3520 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 8963 members 
Mstep: Class 21 contains 14805 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 15828 members 
Mstep: Class 24 contains 22050 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 12719 members 
Mstep: Class 30 contains 138471 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104127072.000000 Penalty: 113455.515625
Iteration 54Q: 35 clusters Score -1.041271e+08 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 23263 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 16365 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 42153 members 
Mstep: Class 11 contains 64111 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5753 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 40305 members 
Mstep: Class 17 contains 184900 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 14807 members 
Mstep: Class 22 contains 320 members 
Mstep: Class 23 contains 15906 members 
Mstep: Class 24 contains 21940 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8383 members 
Mstep: Class 29 contains 12805 members 
Mstep: Class 30 contains 134483 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 1807 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104128024.000000 Penalty: 113455.515625
Iteration 55Q: 35 clusters Score -1.04128e+08 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 15166 members 
Mstep: Class 3 contains 23447 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 16328 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 42347 members 
Mstep: Class 11 contains 62711 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 40358 members 
Mstep: Class 17 contains 190397 members 
Mstep: Class 18 contains 3538 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 14805 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 15977 members 
Mstep: Class 24 contains 21825 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 130260 members 
Mstep: Class 31 contains 3487 members 
Mstep: Class 32 contains 1804 members 
Mstep: Class 33 contains 4535 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104126576.000000 Penalty: 113455.515625
Iteration 56Q: 35 clusters Score -1.041266e+08 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 15164 members 
Mstep: Class 3 contains 23581 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 12709 members 
Mstep: Class 7 contains 16235 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 61748 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 40413 members 
Mstep: Class 17 contains 194766 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 2397 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 14806 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 16054 members 
Mstep: Class 24 contains 21734 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1522 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 12934 members 
Mstep: Class 30 contains 126662 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 4538 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124816.000000 Penalty: 113455.515625
Iteration 57Q: 35 clusters Score -1.041248e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 23698 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 42862 members 
Mstep: Class 11 contains 61096 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 40453 members 
Mstep: Class 17 contains 198240 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 9059 members 
Mstep: Class 21 contains 14809 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 16131 members 
Mstep: Class 24 contains 21651 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 1523 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8419 members 
Mstep: Class 29 contains 13019 members 
Mstep: Class 30 contains 123653 members 
Mstep: Class 31 contains 3482 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 4537 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104124176.000000 Penalty: 113455.515625
Iteration 58Q: 35 clusters Score -1.041242e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 15158 members 
Mstep: Class 3 contains 23829 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 12432 members 
Mstep: Class 7 contains 15955 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 43168 members 
Mstep: Class 11 contains 60669 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5557 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 16 contains 40504 members 
Mstep: Class 17 contains 201200 members 
Mstep: Class 18 contains 3540 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 9078 members 
Mstep: Class 21 contains 14808 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 16189 members 
Mstep: Class 24 contains 21576 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 1523 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 13069 members 
Mstep: Class 30 contains 120929 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 4534 members 
Mstep: Class 34 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104123096.000000 Penalty: 113455.515625
Iteration 59Q: 35 clusters Score -1.041231e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 12344 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 60393 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 40552 members 
Mstep: Class 17 contains 203662 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 2396 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 14811 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 16250 members 
Mstep: Class 24 contains 21506 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 1524 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 13114 members 
Mstep: Class 30 contains 118514 members 
Mstep: Class 31 contains 3480 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 4529 members 
Mstep: Class 34 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104132632.000000 Penalty: 113455.515625
Iteration 60F: 35 clusters Score -1.041326e+08 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 23965 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 15611 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 43849 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 40593 members 
Mstep: Class 17 contains 205610 members 
Mstep: Class 18 contains 3565 members 
Mstep: Class 19 contains 2394 members 
Mstep: Class 20 contains 9124 members 
Mstep: Class 21 contains 14792 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 16299 members 
Mstep: Class 24 contains 21300 members 
Mstep: Class 25 contains 1827 members 
Mstep: Class 26 contains 1474 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 13276 members 
Mstep: Class 30 contains 129441 members 
Mstep: Class 31 contains 3476 members 
Mstep: Class 32 contains 1831 members 
Mstep: Class 33 contains 4533 members 
Mstep: Class 34 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104125168.000000 Penalty: 113455.515625
Iteration 61Q: 35 clusters Score -1.041252e+08 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 24091 members 
Mstep: Class 4 contains 1443 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 12170 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 5088 members 
Mstep: Class 10 contains 44251 members 
Mstep: Class 11 contains 35725 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5440 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 208632 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 9128 members 
Mstep: Class 21 contains 14765 members 
Mstep: Class 22 contains 321 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 21124 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 1449 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8451 members 
Mstep: Class 29 contains 13501 members 
Mstep: Class 30 contains 137601 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 1846 members 
Mstep: Class 33 contains 4534 members 
Mstep: Class 34 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117648.000000 Penalty: 113455.515625
Iteration 62Q: 35 clusters Score -1.041176e+08 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 15158 members 
Mstep: Class 3 contains 24203 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 12125 members 
Mstep: Class 7 contains 15368 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 44669 members 
Mstep: Class 11 contains 27221 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 211177 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 14734 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 21005 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8458 members 
Mstep: Class 29 contains 13693 members 
Mstep: Class 30 contains 143111 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 1859 members 
Mstep: Class 33 contains 4528 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104113688.000000 Penalty: 113455.515625
Iteration 63Q: 35 clusters Score -1.041137e+08 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 24314 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 417 members 
Mstep: Class 6 contains 12068 members 
Mstep: Class 7 contains 15271 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 5085 members 
Mstep: Class 10 contains 45027 members 
Mstep: Class 11 contains 21556 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 40685 members 
Mstep: Class 17 contains 212927 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 14687 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 16486 members 
Mstep: Class 24 contains 20924 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8462 members 
Mstep: Class 29 contains 13831 members 
Mstep: Class 30 contains 146615 members 
Mstep: Class 31 contains 3479 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 4517 members 
Mstep: Class 34 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104111528.000000 Penalty: 113455.515625
Iteration 64Q: 35 clusters Score -1.041115e+08 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 24423 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 413 members 
Mstep: Class 6 contains 12007 members 
Mstep: Class 7 contains 15210 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 17766 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5314 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 213897 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 9083 members 
Mstep: Class 21 contains 14665 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 16561 members 
Mstep: Class 24 contains 20831 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1369 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8471 members 
Mstep: Class 29 contains 13941 members 
Mstep: Class 30 contains 149122 members 
Mstep: Class 31 contains 3473 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 4525 members 
Mstep: Class 34 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104109792.000000 Penalty: 113455.515625
Iteration 65Q: 35 clusters Score -1.041098e+08 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 15155 members 
Mstep: Class 3 contains 24516 members 
Mstep: Class 4 contains 1550 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 5080 members 
Mstep: Class 10 contains 45572 members 
Mstep: Class 11 contains 15249 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5267 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 214496 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 9086 members 
Mstep: Class 21 contains 14648 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 16621 members 
Mstep: Class 24 contains 20718 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 1343 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8471 members 
Mstep: Class 29 contains 14071 members 
Mstep: Class 30 contains 150806 members 
Mstep: Class 31 contains 3471 members 
Mstep: Class 32 contains 1871 members 
Mstep: Class 33 contains 4521 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104108344.000000 Penalty: 113455.515625
Iteration 66Q: 35 clusters Score -1.041083e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 15158 members 
Mstep: Class 3 contains 24590 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 15138 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 5078 members 
Mstep: Class 10 contains 45678 members 
Mstep: Class 11 contains 13483 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 214851 members 
Mstep: Class 18 contains 3699 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 14634 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 16679 members 
Mstep: Class 24 contains 20608 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8470 members 
Mstep: Class 29 contains 14204 members 
Mstep: Class 30 contains 152118 members 
Mstep: Class 31 contains 3464 members 
Mstep: Class 32 contains 1871 members 
Mstep: Class 33 contains 4522 members 
Mstep: Class 34 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104107904.000000 Penalty: 113455.515625
Iteration 67Q: 35 clusters Score -1.041079e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 15161 members 
Mstep: Class 3 contains 24638 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 408 members 
Mstep: Class 6 contains 11860 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 45740 members 
Mstep: Class 11 contains 12183 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 5187 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 2288 members 
Mstep: Class 16 contains 40772 members 
Mstep: Class 17 contains 215078 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 9080 members 
Mstep: Class 21 contains 14606 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 16725 members 
Mstep: Class 24 contains 20510 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 1311 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8470 members 
Mstep: Class 29 contains 14297 members 
Mstep: Class 30 contains 153161 members 
Mstep: Class 31 contains 3450 members 
Mstep: Class 32 contains 1870 members 
Mstep: Class 33 contains 4529 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104107344.000000 Penalty: 113455.515625
Iteration 68Q: 35 clusters Score -1.041073e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 24684 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 405 members 
Mstep: Class 6 contains 11808 members 
Mstep: Class 7 contains 15117 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 45766 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 215345 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 2430 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 14605 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16777 members 
Mstep: Class 24 contains 20423 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1299 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 14379 members 
Mstep: Class 30 contains 153897 members 
Mstep: Class 31 contains 3439 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 4522 members 
Mstep: Class 34 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104107384.000000 Penalty: 113455.515625
Iteration 69Q: 35 clusters Score -1.041074e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 15160 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 403 members 
Mstep: Class 6 contains 11767 members 
Mstep: Class 7 contains 15097 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 45749 members 
Mstep: Class 11 contains 10368 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 215604 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 14605 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16813 members 
Mstep: Class 24 contains 20360 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8455 members 
Mstep: Class 29 contains 14439 members 
Mstep: Class 30 contains 154465 members 
Mstep: Class 31 contains 3428 members 
Mstep: Class 32 contains 1877 members 
Mstep: Class 33 contains 4509 members 
Mstep: Class 34 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104107288.000000 Penalty: 113455.515625
Iteration 70Q: 35 clusters Score -1.041073e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 15160 members 
Mstep: Class 3 contains 24759 members 
Mstep: Class 4 contains 1619 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11731 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5167 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 215901 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 2455 members 
Mstep: Class 20 contains 9100 members 
Mstep: Class 21 contains 14603 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16856 members 
Mstep: Class 24 contains 20295 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8456 members 
Mstep: Class 29 contains 14501 members 
Mstep: Class 30 contains 154866 members 
Mstep: Class 31 contains 3415 members 
Mstep: Class 32 contains 1878 members 
Mstep: Class 33 contains 4504 members 
Mstep: Class 34 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104106840.000000 Penalty: 113455.515625
Iteration 71Q: 35 clusters Score -1.041068e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 24785 members 
Mstep: Class 4 contains 1626 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 15070 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 45698 members 
Mstep: Class 11 contains 9137 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 216270 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 2470 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 14591 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16891 members 
Mstep: Class 24 contains 20238 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8456 members 
Mstep: Class 29 contains 14555 members 
Mstep: Class 30 contains 155071 members 
Mstep: Class 31 contains 3400 members 
Mstep: Class 32 contains 1880 members 
Mstep: Class 33 contains 4496 members 
Mstep: Class 34 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104106456.000000 Penalty: 113455.515625
Iteration 72Q: 35 clusters Score -1.041065e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 15158 members 
Mstep: Class 3 contains 24797 members 
Mstep: Class 4 contains 1629 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11675 members 
Mstep: Class 7 contains 15074 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 5070 members 
Mstep: Class 10 contains 45669 members 
Mstep: Class 11 contains 8622 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 216660 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16919 members 
Mstep: Class 24 contains 20189 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8455 members 
Mstep: Class 29 contains 14586 members 
Mstep: Class 30 contains 155219 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1882 members 
Mstep: Class 33 contains 4492 members 
Mstep: Class 34 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104105616.000000 Penalty: 113455.515625
Iteration 73Q: 35 clusters Score -1.041056e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 24816 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 15061 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 45649 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 40797 members 
Mstep: Class 17 contains 217058 members 
Mstep: Class 18 contains 3715 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16946 members 
Mstep: Class 24 contains 20159 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14618 members 
Mstep: Class 30 contains 155283 members 
Mstep: Class 31 contains 3377 members 
Mstep: Class 32 contains 1882 members 
Mstep: Class 33 contains 4489 members 
Mstep: Class 34 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104105496.000000 Penalty: 113455.515625
Iteration 74Q: 35 clusters Score -1.041055e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 24830 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11609 members 
Mstep: Class 7 contains 15049 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 45629 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 40799 members 
Mstep: Class 17 contains 217492 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 20 contains 9147 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 16975 members 
Mstep: Class 24 contains 20127 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 14647 members 
Mstep: Class 30 contains 155232 members 
Mstep: Class 31 contains 3367 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 4486 members 
Mstep: Class 34 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104105216.000000 Penalty: 113455.515625
Iteration 75Q: 35 clusters Score -1.041052e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 15155 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 2736 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 7460 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 217899 members 
Mstep: Class 18 contains 3722 members 
Mstep: Class 19 contains 2525 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 17002 members 
Mstep: Class 24 contains 20109 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 14649 members 
Mstep: Class 30 contains 155189 members 
Mstep: Class 31 contains 3360 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104760.000000 Penalty: 113455.515625
Iteration 76Q: 35 clusters Score -1.041048e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24815 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 14987 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 45601 members 
Mstep: Class 11 contains 7188 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 218308 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 14591 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 17031 members 
Mstep: Class 24 contains 20104 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1250 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 14664 members 
Mstep: Class 30 contains 155053 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 1888 members 
Mstep: Class 33 contains 4482 members 
Mstep: Class 34 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104264.000000 Penalty: 113455.515625
Iteration 77Q: 35 clusters Score -1.041043e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24814 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11535 members 
Mstep: Class 7 contains 14956 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 45588 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5123 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 218740 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 14584 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 17057 members 
Mstep: Class 24 contains 20091 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1245 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 14675 members 
Mstep: Class 30 contains 154868 members 
Mstep: Class 31 contains 3352 members 
Mstep: Class 32 contains 1890 members 
Mstep: Class 33 contains 4479 members 
Mstep: Class 34 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104104064.000000 Penalty: 113455.515625
Iteration 78Q: 35 clusters Score -1.041041e+08 nChanged 1264
Entering ConstructFrom: 
Score: -104104064.000000 Penalty: 113455.515625
Entering ConstructFrom: 
Trying to split cluster 1 (35297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Entering Unmasked Estep 
Score: -5341695.500000 Penalty: 2596.945068
	Iteration 0F: 2 clusters Score -5341696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5317691.000000 Penalty: 5193.890137
	Iteration 0F: 3 clusters Score -5317691 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5326562.000000 Penalty: 5193.890137
	Iteration 1F: 3 clusters Score -5326562 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5327168.500000 Penalty: 5193.890137
	Iteration 2Q: 3 clusters Score -5327168 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5327866.500000 Penalty: 5193.890137
	Iteration 3Q: 3 clusters Score -5327866 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5328785.000000 Penalty: 5193.890137
	Iteration 4F: 3 clusters Score -5328785 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5329892.500000 Penalty: 5193.890137
	Iteration 5F: 3 clusters Score -5329892 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5331386.000000 Penalty: 5193.890137
	Iteration 6F: 3 clusters Score -5331386 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5333096.500000 Penalty: 5193.890137
	Iteration 7F: 3 clusters Score -5333096 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5335266.500000 Penalty: 5193.890137
	Iteration 8F: 3 clusters Score -5335266 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5337638.000000 Penalty: 5193.890137
	Iteration 9F: 3 clusters Score -5337638 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5339589.000000 Penalty: 5193.890137
	Iteration 10F: 3 clusters Score -5339589 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5340679.000000 Penalty: 5193.890137
	Iteration 11Q: 3 clusters Score -5340679 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5341210.000000 Penalty: 5193.890137
	Iteration 12Q: 3 clusters Score -5341210 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5341599.500000 Penalty: 5193.890137
	Iteration 13Q: 3 clusters Score -5341600 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5341752.000000 Penalty: 5193.890137
	Iteration 14Q: 3 clusters Score -5341752 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5341884.500000 Penalty: 5193.890137
	Iteration 15Q: 3 clusters Score -5341884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5341941.500000 Penalty: 5193.890137
	Iteration 16Q: 3 clusters Score -5341942 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5341976.500000 Penalty: 5193.890137
	Iteration 17Q: 3 clusters Score -5341976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5341999.000000 Penalty: 5193.890137
	Iteration 18Q: 3 clusters Score -5341999 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5342011.500000 Penalty: 5193.890137
	Iteration 19Q: 3 clusters Score -5342012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5342022.500000 Penalty: 5193.890137
	Iteration 20F: 3 clusters Score -5342022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -5342040.000000 Penalty: 5193.890137
	Iteration 21Q: 3 clusters Score -5342040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5342054.500000 Penalty: 5193.890137
	Iteration 22Q: 3 clusters Score -5342054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -5342062.500000 Penalty: 5193.890137
	Iteration 23Q: 3 clusters Score -5342062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5342070.000000 Penalty: 5193.890137
	Iteration 24Q: 3 clusters Score -5342070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5342070.500000 Penalty: 5193.890137
	Iteration 25Q: 3 clusters Score -5342070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5342065.000000 Penalty: 5193.890137
	Iteration 26Q: 3 clusters Score -5342065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5342063.500000 Penalty: 5193.890137
	Iteration 27Q: 3 clusters Score -5342064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5342061.500000 Penalty: 5193.890137
	Iteration 28Q: 3 clusters Score -5342062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5342065.500000 Penalty: 5193.890137
	Iteration 29Q: 3 clusters Score -5342066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5342067.500000 Penalty: 5193.890137
	Iteration 30Q: 3 clusters Score -5342068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5342067.500000 Penalty: 5193.890137
	Iteration 31F: 3 clusters Score -5342068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 899 members 
Mstep: Class 35 contains 22317 members 
Entering Unmasked Estep 
Score: -104103456.000000 Penalty: 116792.445312
Splitting cluster 1 changes total score from -104104064.000000 to -104103456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -2308559.500000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -2308560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2297598.750000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -2297599 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2301064.500000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -2301064 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2301411.000000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -2301411 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2301742.250000 Penalty: 4774.505859
	Iteration 3Q: 3 clusters Score -2301742 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2302078.000000 Penalty: 4774.505859
	Iteration 4Q: 3 clusters Score -2302078 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2302494.000000 Penalty: 4774.505859
	Iteration 5Q: 3 clusters Score -2302494 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2303101.500000 Penalty: 4774.505859
	Iteration 6F: 3 clusters Score -2303102 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2303789.250000 Penalty: 4774.505859
	Iteration 7F: 3 clusters Score -2303789 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2304458.250000 Penalty: 4774.505859
	Iteration 8F: 3 clusters Score -2304458 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2304991.750000 Penalty: 4774.505859
	Iteration 9F: 3 clusters Score -2304992 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2305384.750000 Penalty: 4774.505859
	Iteration 10Q: 3 clusters Score -2305385 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2305681.000000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -2305681 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2305879.500000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -2305880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2306028.750000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -2306029 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2306152.250000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -2306152 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2306278.000000 Penalty: 4774.505859
	Iteration 15Q: 3 clusters Score -2306278 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2306407.000000 Penalty: 4774.505859
	Iteration 16Q: 3 clusters Score -2306407 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2306516.500000 Penalty: 4774.505859
	Iteration 17Q: 3 clusters Score -2306516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2306632.000000 Penalty: 4774.505859
	Iteration 18Q: 3 clusters Score -2306632 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2306739.000000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -2306739 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2306809.000000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -2306809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2306865.000000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -2306865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2306905.500000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -2306906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2306940.000000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -2306940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2306969.000000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -2306969 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2307012.750000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -2307013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2307029.000000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -2307029 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2307067.500000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -2307068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2307079.000000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -2307079 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2307099.500000 Penalty: 4774.505859
	Iteration 29Q: 3 clusters Score -2307100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2307113.500000 Penalty: 4774.505859
	Iteration 30Q: 3 clusters Score -2307114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2307123.750000 Penalty: 4774.505859
	Iteration 31Q: 3 clusters Score -2307124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2307138.000000 Penalty: 4774.505859
	Iteration 32Q: 3 clusters Score -2307138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2307140.500000 Penalty: 4774.505859
	Iteration 33Q: 3 clusters Score -2307140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2307144.250000 Penalty: 4774.505859
	Iteration 34Q: 3 clusters Score -2307144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2307152.000000 Penalty: 4774.505859
	Iteration 35Q: 3 clusters Score -2307152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2307160.750000 Penalty: 4774.505859
	Iteration 36Q: 3 clusters Score -2307161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2307160.000000 Penalty: 4774.505859
	Iteration 37Q: 3 clusters Score -2307160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2307163.250000 Penalty: 4774.505859
	Iteration 38Q: 3 clusters Score -2307163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2307167.250000 Penalty: 4774.505859
	Iteration 39Q: 3 clusters Score -2307167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2307174.500000 Penalty: 4774.505859
	Iteration 40F: 3 clusters Score -2307174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2307175.750000 Penalty: 4774.505859
	Iteration 41Q: 3 clusters Score -2307176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2307179.750000 Penalty: 4774.505859
	Iteration 42Q: 3 clusters Score -2307180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2307177.500000 Penalty: 4774.505859
	Iteration 43Q: 3 clusters Score -2307178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2307181.250000 Penalty: 4774.505859
	Iteration 44Q: 3 clusters Score -2307181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2307184.250000 Penalty: 4774.505859
	Iteration 45Q: 3 clusters Score -2307184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2307186.250000 Penalty: 4774.505859
	Iteration 46Q: 3 clusters Score -2307186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2307188.250000 Penalty: 4774.505859
	Iteration 47Q: 3 clusters Score -2307188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2307183.000000 Penalty: 4774.505859
	Iteration 48Q: 3 clusters Score -2307183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2307187.000000 Penalty: 4774.505859
	Iteration 49Q: 3 clusters Score -2307187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2307189.750000 Penalty: 4774.505859
	Iteration 50Q: 3 clusters Score -2307190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2307194.750000 Penalty: 4774.505859
	Iteration 51Q: 3 clusters Score -2307195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2307194.750000 Penalty: 4774.505859
	Iteration 52Q: 3 clusters Score -2307195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2307201.000000 Penalty: 4774.505859
	Iteration 53Q: 3 clusters Score -2307201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2307202.750000 Penalty: 4774.505859
	Iteration 54Q: 3 clusters Score -2307203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2307206.000000 Penalty: 4774.505859
	Iteration 55Q: 3 clusters Score -2307206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2307208.500000 Penalty: 4774.505859
	Iteration 56Q: 3 clusters Score -2307208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2307211.750000 Penalty: 4774.505859
	Iteration 57Q: 3 clusters Score -2307212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2307216.250000 Penalty: 4774.505859
	Iteration 58Q: 3 clusters Score -2307216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2307215.000000 Penalty: 4774.505859
	Iteration 59Q: 3 clusters Score -2307215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2307216.500000 Penalty: 4774.505859
	Iteration 60F: 3 clusters Score -2307216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2307217.250000 Penalty: 4774.505859
	Iteration 61Q: 3 clusters Score -2307217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2307219.750000 Penalty: 4774.505859
	Iteration 62Q: 3 clusters Score -2307220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2307222.250000 Penalty: 4774.505859
	Iteration 63Q: 3 clusters Score -2307222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2307222.500000 Penalty: 4774.505859
	Iteration 64Q: 3 clusters Score -2307222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2307231.250000 Penalty: 4774.505859
	Iteration 65Q: 3 clusters Score -2307231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2307230.000000 Penalty: 4774.505859
	Iteration 66Q: 3 clusters Score -2307230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2307233.750000 Penalty: 4774.505859
	Iteration 67Q: 3 clusters Score -2307234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2307231.000000 Penalty: 4774.505859
	Iteration 68Q: 3 clusters Score -2307231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2307233.000000 Penalty: 4774.505859
	Iteration 69Q: 3 clusters Score -2307233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2307235.500000 Penalty: 4774.505859
	Iteration 70Q: 3 clusters Score -2307236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2307240.500000 Penalty: 4774.505859
	Iteration 71Q: 3 clusters Score -2307240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2307247.500000 Penalty: 4774.505859
	Iteration 72Q: 3 clusters Score -2307248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2307249.250000 Penalty: 4774.505859
	Iteration 73Q: 3 clusters Score -2307249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2307249.750000 Penalty: 4774.505859
	Iteration 74Q: 3 clusters Score -2307250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2307254.500000 Penalty: 4774.505859
	Iteration 75Q: 3 clusters Score -2307254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2307255.000000 Penalty: 4774.505859
	Iteration 76Q: 3 clusters Score -2307255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2307254.000000 Penalty: 4774.505859
	Iteration 77Q: 3 clusters Score -2307254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2307261.000000 Penalty: 4774.505859
	Iteration 78Q: 3 clusters Score -2307261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2307262.250000 Penalty: 4774.505859
	Iteration 79Q: 3 clusters Score -2307262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2307264.250000 Penalty: 4774.505859
	Iteration 80F: 3 clusters Score -2307264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2307264.500000 Penalty: 4774.505859
	Iteration 81Q: 3 clusters Score -2307264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2307262.750000 Penalty: 4774.505859
	Iteration 82Q: 3 clusters Score -2307263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2307263.750000 Penalty: 4774.505859
	Iteration 83Q: 3 clusters Score -2307264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2307270.500000 Penalty: 4774.505859
	Iteration 84Q: 3 clusters Score -2307270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2307275.000000 Penalty: 4774.505859
	Iteration 85Q: 3 clusters Score -2307275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2307273.000000 Penalty: 4774.505859
	Iteration 86Q: 3 clusters Score -2307273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2307272.500000 Penalty: 4774.505859
	Iteration 87Q: 3 clusters Score -2307272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2307281.000000 Penalty: 4774.505859
	Iteration 88Q: 3 clusters Score -2307281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2307280.000000 Penalty: 4774.505859
	Iteration 89Q: 3 clusters Score -2307280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2307277.250000 Penalty: 4774.505859
	Iteration 90Q: 3 clusters Score -2307277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2307279.750000 Penalty: 4774.505859
	Iteration 91Q: 3 clusters Score -2307280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2307283.000000 Penalty: 4774.505859
	Iteration 92Q: 3 clusters Score -2307283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2307283.000000 Penalty: 4774.505859
	Iteration 93F: 3 clusters Score -2307283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Entering Unmasked Estep 
Score: -3758618.750000 Penalty: 2509.532471
	Iteration 0F: 2 clusters Score -3758619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3741405.500000 Penalty: 5019.064941
	Iteration 0F: 3 clusters Score -3741406 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3747480.750000 Penalty: 5019.064941
	Iteration 1F: 3 clusters Score -3747481 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3748194.000000 Penalty: 5019.064941
	Iteration 2F: 3 clusters Score -3748194 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3749139.000000 Penalty: 5019.064941
	Iteration 3F: 3 clusters Score -3749139 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3750216.000000 Penalty: 5019.064941
	Iteration 4F: 3 clusters Score -3750216 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3751401.250000 Penalty: 5019.064941
	Iteration 5F: 3 clusters Score -3751401 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3752740.000000 Penalty: 5019.064941
	Iteration 6F: 3 clusters Score -3752740 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3753984.750000 Penalty: 5019.064941
	Iteration 7F: 3 clusters Score -3753985 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3755098.250000 Penalty: 5019.064941
	Iteration 8F: 3 clusters Score -3755098 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3755928.750000 Penalty: 5019.064941
	Iteration 9Q: 3 clusters Score -3755929 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3756518.500000 Penalty: 5019.064941
	Iteration 10Q: 3 clusters Score -3756518 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3756967.500000 Penalty: 5019.064941
	Iteration 11Q: 3 clusters Score -3756968 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3757353.750000 Penalty: 5019.064941
	Iteration 12Q: 3 clusters Score -3757354 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3757647.250000 Penalty: 5019.064941
	Iteration 13Q: 3 clusters Score -3757647 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3757896.250000 Penalty: 5019.064941
	Iteration 14Q: 3 clusters Score -3757896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3758048.500000 Penalty: 5019.064941
	Iteration 15Q: 3 clusters Score -3758048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3758143.250000 Penalty: 5019.064941
	Iteration 16Q: 3 clusters Score -3758143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3758230.500000 Penalty: 5019.064941
	Iteration 17Q: 3 clusters Score -3758230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3758290.250000 Penalty: 5019.064941
	Iteration 18Q: 3 clusters Score -3758290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3758327.000000 Penalty: 5019.064941
	Iteration 19Q: 3 clusters Score -3758327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3758332.250000 Penalty: 5019.064941
	Iteration 20F: 3 clusters Score -3758332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3758353.750000 Penalty: 5019.064941
	Iteration 21Q: 3 clusters Score -3758354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3758379.750000 Penalty: 5019.064941
	Iteration 22Q: 3 clusters Score -3758380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3758411.500000 Penalty: 5019.064941
	Iteration 23Q: 3 clusters Score -3758412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3758427.000000 Penalty: 5019.064941
	Iteration 24Q: 3 clusters Score -3758427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3758438.500000 Penalty: 5019.064941
	Iteration 25Q: 3 clusters Score -3758438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3758440.750000 Penalty: 5019.064941
	Iteration 26Q: 3 clusters Score -3758441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3758438.250000 Penalty: 5019.064941
	Iteration 27Q: 3 clusters Score -3758438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3758440.750000 Penalty: 5019.064941
	Iteration 28Q: 3 clusters Score -3758441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3758441.750000 Penalty: 5019.064941
	Iteration 29Q: 3 clusters Score -3758442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3758442.000000 Penalty: 5019.064941
	Iteration 30Q: 3 clusters Score -3758442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3758442.000000 Penalty: 5019.064941
	Iteration 31F: 3 clusters Score -3758442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -246486.140625 Penalty: 1838.963379
	Iteration 0F: 2 clusters Score -246486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -244131.046875 Penalty: 3677.926758
	Iteration 0F: 3 clusters Score -244131 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244516.546875 Penalty: 3677.926758
	Iteration 1F: 3 clusters Score -244516.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -244650.093750 Penalty: 3677.926758
	Iteration 2F: 3 clusters Score -244650.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -244718.187500 Penalty: 3677.926758
	Iteration 3Q: 3 clusters Score -244718.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -244766.843750 Penalty: 3677.926758
	Iteration 4Q: 3 clusters Score -244766.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -244800.468750 Penalty: 3677.926758
	Iteration 5Q: 3 clusters Score -244800.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -244828.093750 Penalty: 3677.926758
	Iteration 6Q: 3 clusters Score -244828.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -244845.171875 Penalty: 3677.926758
	Iteration 7Q: 3 clusters Score -244845.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244874.281250 Penalty: 3677.926758
	Iteration 8Q: 3 clusters Score -244874.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -244900.625000 Penalty: 3677.926758
	Iteration 9Q: 3 clusters Score -244900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -244929.171875 Penalty: 3677.926758
	Iteration 10Q: 3 clusters Score -244929.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244958.578125 Penalty: 3677.926758
	Iteration 11Q: 3 clusters Score -244958.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -244986.703125 Penalty: 3677.926758
	Iteration 12Q: 3 clusters Score -244986.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -245013.156250 Penalty: 3677.926758
	Iteration 13Q: 3 clusters Score -245013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -245048.171875 Penalty: 3677.926758
	Iteration 14Q: 3 clusters Score -245048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -245072.968750 Penalty: 3677.926758
	Iteration 15Q: 3 clusters Score -245073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -245089.234375 Penalty: 3677.926758
	Iteration 16Q: 3 clusters Score -245089.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -245097.281250 Penalty: 3677.926758
	Iteration 17Q: 3 clusters Score -245097.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -245112.281250 Penalty: 3677.926758
	Iteration 18Q: 3 clusters Score -245112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -245126.234375 Penalty: 3677.926758
	Iteration 19Q: 3 clusters Score -245126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -245132.046875 Penalty: 3677.926758
	Iteration 20F: 3 clusters Score -245132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -245137.671875 Penalty: 3677.926758
	Iteration 21Q: 3 clusters Score -245137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -245142.890625 Penalty: 3677.926758
	Iteration 22Q: 3 clusters Score -245142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -245146.859375 Penalty: 3677.926758
	Iteration 23Q: 3 clusters Score -245146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -245149.031250 Penalty: 3677.926758
	Iteration 24Q: 3 clusters Score -245149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -245150.062500 Penalty: 3677.926758
	Iteration 25Q: 3 clusters Score -245150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -245151.046875 Penalty: 3677.926758
	Iteration 26Q: 3 clusters Score -245151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -245151.656250 Penalty: 3677.926758
	Iteration 27Q: 3 clusters Score -245151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -245151.656250 Penalty: 3677.926758
	Iteration 28F: 3 clusters Score -245151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -48758.304688 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -48758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47477.257812 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -47477.26 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47730.531250 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -47730.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47838.375000 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -47838.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47871.835938 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -47871.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47879.984375 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -47879.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47883.851562 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -47883.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47883.851562 Penalty: 2973.004883
	Iteration 6F: 3 clusters Score -47883.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Entering Unmasked Estep 
Score: -1738545.125000 Penalty: 2318.674316
	Iteration 0F: 2 clusters Score -1738545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1729914.250000 Penalty: 4637.348633
	Iteration 0F: 3 clusters Score -1729914 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1732479.750000 Penalty: 4637.348633
	Iteration 1F: 3 clusters Score -1732480 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1732878.250000 Penalty: 4637.348633
	Iteration 2F: 3 clusters Score -1732878 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1733144.250000 Penalty: 4637.348633
	Iteration 3F: 3 clusters Score -1733144 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1733369.000000 Penalty: 4637.348633
	Iteration 4Q: 3 clusters Score -1733369 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1733568.750000 Penalty: 4637.348633
	Iteration 5Q: 3 clusters Score -1733569 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1733765.000000 Penalty: 4637.348633
	Iteration 6Q: 3 clusters Score -1733765 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1733980.625000 Penalty: 4637.348633
	Iteration 7Q: 3 clusters Score -1733981 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1734205.625000 Penalty: 4637.348633
	Iteration 8Q: 3 clusters Score -1734206 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1734420.875000 Penalty: 4637.348633
	Iteration 9Q: 3 clusters Score -1734421 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1734621.125000 Penalty: 4637.348633
	Iteration 10Q: 3 clusters Score -1734621 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1734813.125000 Penalty: 4637.348633
	Iteration 11Q: 3 clusters Score -1734813 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1735009.000000 Penalty: 4637.348633
	Iteration 12Q: 3 clusters Score -1735009 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1735155.500000 Penalty: 4637.348633
	Iteration 13Q: 3 clusters Score -1735156 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1735278.500000 Penalty: 4637.348633
	Iteration 14Q: 3 clusters Score -1735278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1735362.500000 Penalty: 4637.348633
	Iteration 15Q: 3 clusters Score -1735362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1735429.625000 Penalty: 4637.348633
	Iteration 16Q: 3 clusters Score -1735430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1735487.375000 Penalty: 4637.348633
	Iteration 17Q: 3 clusters Score -1735487 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1735542.000000 Penalty: 4637.348633
	Iteration 18Q: 3 clusters Score -1735542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1735574.625000 Penalty: 4637.348633
	Iteration 19Q: 3 clusters Score -1735575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1735609.125000 Penalty: 4637.348633
	Iteration 20F: 3 clusters Score -1735609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1735647.125000 Penalty: 4637.348633
	Iteration 21Q: 3 clusters Score -1735647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1735674.750000 Penalty: 4637.348633
	Iteration 22Q: 3 clusters Score -1735675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1735699.125000 Penalty: 4637.348633
	Iteration 23Q: 3 clusters Score -1735699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1735721.750000 Penalty: 4637.348633
	Iteration 24Q: 3 clusters Score -1735722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1735750.375000 Penalty: 4637.348633
	Iteration 25Q: 3 clusters Score -1735750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1735764.750000 Penalty: 4637.348633
	Iteration 26Q: 3 clusters Score -1735765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1735778.750000 Penalty: 4637.348633
	Iteration 27Q: 3 clusters Score -1735779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1735788.250000 Penalty: 4637.348633
	Iteration 28Q: 3 clusters Score -1735788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1735796.750000 Penalty: 4637.348633
	Iteration 29Q: 3 clusters Score -1735797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1735805.500000 Penalty: 4637.348633
	Iteration 30Q: 3 clusters Score -1735806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1735811.000000 Penalty: 4637.348633
	Iteration 31Q: 3 clusters Score -1735811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1735828.375000 Penalty: 4637.348633
	Iteration 32Q: 3 clusters Score -1735828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1735834.875000 Penalty: 4637.348633
	Iteration 33Q: 3 clusters Score -1735835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1735849.750000 Penalty: 4637.348633
	Iteration 34Q: 3 clusters Score -1735850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1735854.500000 Penalty: 4637.348633
	Iteration 35Q: 3 clusters Score -1735854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1735869.125000 Penalty: 4637.348633
	Iteration 36Q: 3 clusters Score -1735869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1735880.250000 Penalty: 4637.348633
	Iteration 37Q: 3 clusters Score -1735880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1735889.000000 Penalty: 4637.348633
	Iteration 38Q: 3 clusters Score -1735889 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1735897.625000 Penalty: 4637.348633
	Iteration 39Q: 3 clusters Score -1735898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1735903.875000 Penalty: 4637.348633
	Iteration 40F: 3 clusters Score -1735904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1735913.250000 Penalty: 4637.348633
	Iteration 41Q: 3 clusters Score -1735913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1735914.125000 Penalty: 4637.348633
	Iteration 42Q: 3 clusters Score -1735914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1735917.375000 Penalty: 4637.348633
	Iteration 43Q: 3 clusters Score -1735917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1735918.375000 Penalty: 4637.348633
	Iteration 44Q: 3 clusters Score -1735918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1735926.500000 Penalty: 4637.348633
	Iteration 45Q: 3 clusters Score -1735926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1735929.375000 Penalty: 4637.348633
	Iteration 46Q: 3 clusters Score -1735929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1735940.375000 Penalty: 4637.348633
	Iteration 47Q: 3 clusters Score -1735940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1735937.125000 Penalty: 4637.348633
	Iteration 48Q: 3 clusters Score -1735937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1735939.000000 Penalty: 4637.348633
	Iteration 49Q: 3 clusters Score -1735939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1735941.000000 Penalty: 4637.348633
	Iteration 50Q: 3 clusters Score -1735941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1735941.500000 Penalty: 4637.348633
	Iteration 51Q: 3 clusters Score -1735942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1735941.000000 Penalty: 4637.348633
	Iteration 52Q: 3 clusters Score -1735941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1735943.625000 Penalty: 4637.348633
	Iteration 53Q: 3 clusters Score -1735944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1735943.625000 Penalty: 4637.348633
	Iteration 54Q: 3 clusters Score -1735944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1735943.625000 Penalty: 4637.348633
	Iteration 55Q: 3 clusters Score -1735944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1735948.875000 Penalty: 4637.348633
	Iteration 56Q: 3 clusters Score -1735949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1735945.375000 Penalty: 4637.348633
	Iteration 57Q: 3 clusters Score -1735945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1735944.125000 Penalty: 4637.348633
	Iteration 58Q: 3 clusters Score -1735944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1735946.375000 Penalty: 4637.348633
	Iteration 59Q: 3 clusters Score -1735946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1735947.375000 Penalty: 4637.348633
	Iteration 60F: 3 clusters Score -1735947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1735949.375000 Penalty: 4637.348633
	Iteration 61Q: 3 clusters Score -1735949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1735955.750000 Penalty: 4637.348633
	Iteration 62Q: 3 clusters Score -1735956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1735953.625000 Penalty: 4637.348633
	Iteration 63Q: 3 clusters Score -1735954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1735957.125000 Penalty: 4637.348633
	Iteration 64Q: 3 clusters Score -1735957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1735953.375000 Penalty: 4637.348633
	Iteration 65Q: 3 clusters Score -1735953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1735957.625000 Penalty: 4637.348633
	Iteration 66Q: 3 clusters Score -1735958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1735960.500000 Penalty: 4637.348633
	Iteration 67Q: 3 clusters Score -1735960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1735961.375000 Penalty: 4637.348633
	Iteration 68Q: 3 clusters Score -1735961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1735961.375000 Penalty: 4637.348633
	Iteration 69Q: 3 clusters Score -1735961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1735962.250000 Penalty: 4637.348633
	Iteration 70Q: 3 clusters Score -1735962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1735966.000000 Penalty: 4637.348633
	Iteration 71Q: 3 clusters Score -1735966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1735972.750000 Penalty: 4637.348633
	Iteration 72Q: 3 clusters Score -1735973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1735975.000000 Penalty: 4637.348633
	Iteration 73Q: 3 clusters Score -1735975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1735973.250000 Penalty: 4637.348633
	Iteration 74Q: 3 clusters Score -1735973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1735978.375000 Penalty: 4637.348633
	Iteration 75Q: 3 clusters Score -1735978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1735979.500000 Penalty: 4637.348633
	Iteration 76Q: 3 clusters Score -1735980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1735982.125000 Penalty: 4637.348633
	Iteration 77Q: 3 clusters Score -1735982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1735983.875000 Penalty: 4637.348633
	Iteration 78Q: 3 clusters Score -1735984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1735986.000000 Penalty: 4637.348633
	Iteration 79Q: 3 clusters Score -1735986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1735986.875000 Penalty: 4637.348633
	Iteration 80F: 3 clusters Score -1735987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1735991.000000 Penalty: 4637.348633
	Iteration 81Q: 3 clusters Score -1735991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1735991.375000 Penalty: 4637.348633
	Iteration 82Q: 3 clusters Score -1735991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1735991.250000 Penalty: 4637.348633
	Iteration 83Q: 3 clusters Score -1735991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1735992.875000 Penalty: 4637.348633
	Iteration 84Q: 3 clusters Score -1735993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1735991.875000 Penalty: 4637.348633
	Iteration 85Q: 3 clusters Score -1735992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1735992.375000 Penalty: 4637.348633
	Iteration 86Q: 3 clusters Score -1735992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1735993.625000 Penalty: 4637.348633
	Iteration 87Q: 3 clusters Score -1735994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1735995.750000 Penalty: 4637.348633
	Iteration 88Q: 3 clusters Score -1735996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1736001.125000 Penalty: 4637.348633
	Iteration 89Q: 3 clusters Score -1736001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1736002.500000 Penalty: 4637.348633
	Iteration 90Q: 3 clusters Score -1736002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1736003.625000 Penalty: 4637.348633
	Iteration 91Q: 3 clusters Score -1736004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1736005.250000 Penalty: 4637.348633
	Iteration 92Q: 3 clusters Score -1736005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1736008.375000 Penalty: 4637.348633
	Iteration 93Q: 3 clusters Score -1736008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1736009.375000 Penalty: 4637.348633
	Iteration 94Q: 3 clusters Score -1736009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1736009.500000 Penalty: 4637.348633
	Iteration 95Q: 3 clusters Score -1736010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1736007.875000 Penalty: 4637.348633
	Iteration 96Q: 3 clusters Score -1736008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1736006.125000 Penalty: 4637.348633
	Iteration 97Q: 3 clusters Score -1736006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1736006.125000 Penalty: 4637.348633
	Iteration 98F: 3 clusters Score -1736006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -2315717.250000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -2315717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2304925.750000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -2304926 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2308415.250000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -2308415 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2308810.000000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -2308810 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2309108.250000 Penalty: 4767.451660
	Iteration 3Q: 3 clusters Score -2309108 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2309370.250000 Penalty: 4767.451660
	Iteration 4Q: 3 clusters Score -2309370 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2309689.750000 Penalty: 4767.451660
	Iteration 5Q: 3 clusters Score -2309690 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2310141.000000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -2310141 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2310734.750000 Penalty: 4767.451660
	Iteration 7F: 3 clusters Score -2310735 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2311407.500000 Penalty: 4767.451660
	Iteration 8F: 3 clusters Score -2311408 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2312018.000000 Penalty: 4767.451660
	Iteration 9F: 3 clusters Score -2312018 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2312519.000000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -2312519 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2312910.250000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -2312910 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2313188.000000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -2313188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2313331.000000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -2313331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2313434.000000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -2313434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2313499.000000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -2313499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2313525.250000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -2313525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2313551.000000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -2313551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2313570.500000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -2313570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2313587.250000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -2313587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2313595.250000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -2313595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2313603.750000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -2313604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2313611.000000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -2313611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2313612.750000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -2313613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2313612.750000 Penalty: 4767.451660
	Iteration 24F: 3 clusters Score -2313613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -395111.937500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -395111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -392016.468750 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -392016.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -392678.625000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -392678.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -392889.718750 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -392889.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -393044.468750 Penalty: 3924.198486
	Iteration 3F: 3 clusters Score -393044.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -393162.593750 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -393162.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -393269.593750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -393269.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -393397.843750 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -393397.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -393539.343750 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -393539.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -393735.687500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -393735.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -393990.375000 Penalty: 3924.198486
	Iteration 9F: 3 clusters Score -393990.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -394271.875000 Penalty: 3924.198486
	Iteration 10F: 3 clusters Score -394271.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -394494.375000 Penalty: 3924.198486
	Iteration 11F: 3 clusters Score -394494.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -394627.687500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -394627.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -394702.343750 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -394702.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -394749.031250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -394749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -394767.531250 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -394767.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -394777.562500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -394777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -394786.500000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -394786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394789.437500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -394789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -394791.937500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -394791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -394794.250000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -394794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -394794.500000 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -394794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -394796.281250 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -394796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -394796.281250 Penalty: 3924.198486
	Iteration 23F: 3 clusters Score -394796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -741726.875000 Penalty: 2115.564941
	Iteration 0F: 2 clusters Score -741726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -737122.937500 Penalty: 4231.129883
	Iteration 0F: 3 clusters Score -737122.9 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -738326.750000 Penalty: 4231.129883
	Iteration 1F: 3 clusters Score -738326.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -738688.625000 Penalty: 4231.129883
	Iteration 2F: 3 clusters Score -738688.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -739087.875000 Penalty: 4231.129883
	Iteration 3F: 3 clusters Score -739087.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -739535.812500 Penalty: 4231.129883
	Iteration 4F: 3 clusters Score -739535.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -739911.437500 Penalty: 4231.129883
	Iteration 5F: 3 clusters Score -739911.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -740152.062500 Penalty: 4231.129883
	Iteration 6F: 3 clusters Score -740152.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -740330.625000 Penalty: 4231.129883
	Iteration 7Q: 3 clusters Score -740330.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -740434.375000 Penalty: 4231.129883
	Iteration 8Q: 3 clusters Score -740434.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -740502.312500 Penalty: 4231.129883
	Iteration 9Q: 3 clusters Score -740502.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -740533.062500 Penalty: 4231.129883
	Iteration 10Q: 3 clusters Score -740533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -740556.500000 Penalty: 4231.129883
	Iteration 11Q: 3 clusters Score -740556.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -740568.062500 Penalty: 4231.129883
	Iteration 12Q: 3 clusters Score -740568.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -740577.375000 Penalty: 4231.129883
	Iteration 13Q: 3 clusters Score -740577.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -740581.312500 Penalty: 4231.129883
	Iteration 14Q: 3 clusters Score -740581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -740585.125000 Penalty: 4231.129883
	Iteration 15Q: 3 clusters Score -740585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -740586.187500 Penalty: 4231.129883
	Iteration 16Q: 3 clusters Score -740586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -740588.125000 Penalty: 4231.129883
	Iteration 17Q: 3 clusters Score -740588.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -740591.625000 Penalty: 4231.129883
	Iteration 18Q: 3 clusters Score -740591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -740593.562500 Penalty: 4231.129883
	Iteration 19Q: 3 clusters Score -740593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -740593.562500 Penalty: 4231.129883
	Iteration 20F: 3 clusters Score -740593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Entering Unmasked Estep 
Score: -6889723.000000 Penalty: 2660.455078
	Iteration 0F: 2 clusters Score -6889723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6858966.000000 Penalty: 5320.910156
	Iteration 0F: 3 clusters Score -6858966 nChanged 21006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -6870242.500000 Penalty: 5320.910156
	Iteration 1F: 3 clusters Score -6870242 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6870693.500000 Penalty: 5320.910156
	Iteration 2Q: 3 clusters Score -6870694 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -6871066.500000 Penalty: 5320.910156
	Iteration 3Q: 3 clusters Score -6871066 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6871469.000000 Penalty: 5320.910156
	Iteration 4Q: 3 clusters Score -6871469 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -6872023.000000 Penalty: 5320.910156
	Iteration 5Q: 3 clusters Score -6872023 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6872866.000000 Penalty: 5320.910156
	Iteration 6Q: 3 clusters Score -6872866 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6873987.500000 Penalty: 5320.910156
	Iteration 7F: 3 clusters Score -6873988 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6875771.000000 Penalty: 5320.910156
	Iteration 8F: 3 clusters Score -6875771 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -6878251.000000 Penalty: 5320.910156
	Iteration 9F: 3 clusters Score -6878251 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -6881060.500000 Penalty: 5320.910156
	Iteration 10F: 3 clusters Score -6881060 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -6883732.500000 Penalty: 5320.910156
	Iteration 11F: 3 clusters Score -6883732 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6885985.500000 Penalty: 5320.910156
	Iteration 12Q: 3 clusters Score -6885986 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -6887630.500000 Penalty: 5320.910156
	Iteration 13Q: 3 clusters Score -6887630 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -6888100.000000 Penalty: 5320.910156
	Iteration 14Q: 3 clusters Score -6888100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -6888250.500000 Penalty: 5320.910156
	Iteration 15Q: 3 clusters Score -6888250 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -6888291.000000 Penalty: 5320.910156
	Iteration 16Q: 3 clusters Score -6888291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -6888333.500000 Penalty: 5320.910156
	Iteration 17Q: 3 clusters Score -6888334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -6888355.000000 Penalty: 5320.910156
	Iteration 18Q: 3 clusters Score -6888355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6888357.500000 Penalty: 5320.910156
	Iteration 19Q: 3 clusters Score -6888358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -6888382.000000 Penalty: 5320.910156
	Iteration 20F: 3 clusters Score -6888382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6888380.000000 Penalty: 5320.910156
	Iteration 21Q: 3 clusters Score -6888380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -6888381.500000 Penalty: 5320.910156
	Iteration 22Q: 3 clusters Score -6888382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -6888400.500000 Penalty: 5320.910156
	Iteration 23Q: 3 clusters Score -6888400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6888388.500000 Penalty: 5320.910156
	Iteration 24Q: 3 clusters Score -6888388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -6888397.500000 Penalty: 5320.910156
	Iteration 25Q: 3 clusters Score -6888398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -6888402.500000 Penalty: 5320.910156
	Iteration 26Q: 3 clusters Score -6888402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6888410.000000 Penalty: 5320.910156
	Iteration 27Q: 3 clusters Score -6888410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -6888409.000000 Penalty: 5320.910156
	Iteration 28Q: 3 clusters Score -6888409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -6888404.000000 Penalty: 5320.910156
	Iteration 29Q: 3 clusters Score -6888404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6888403.000000 Penalty: 5320.910156
	Iteration 30Q: 3 clusters Score -6888403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6888403.000000 Penalty: 5320.910156
	Iteration 31F: 3 clusters Score -6888403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -1037172.625000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -1037173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1031573.812500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -1031574 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1033005.625000 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -1033006 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1033209.875000 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -1033210 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1033357.562500 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -1033358 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1033456.812500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -1033457 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1033541.937500 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -1033542 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1033607.250000 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -1033607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1033671.812500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -1033672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1033730.375000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -1033730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1033798.750000 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -1033799 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1033882.500000 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -1033882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1033985.062500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -1033985 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1034096.312500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -1034096 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1034204.687500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -1034205 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1034327.000000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -1034327 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1034433.812500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -1034434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1034517.125000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -1034517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1034585.062500 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -1034585 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1034643.562500 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -1034644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1034702.562500 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -1034703 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1034779.187500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -1034779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1034857.937500 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -1034858 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1034914.750000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -1034915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1034960.000000 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -1034960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1034996.500000 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -1034996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1035027.562500 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -1035028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1035054.562500 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -1035055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1035078.562500 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -1035079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1035092.625000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -1035093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1035105.500000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -1035106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1035118.750000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -1035119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1035124.625000 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -1035125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1035135.250000 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -1035135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1035138.562500 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -1035139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1035144.000000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -1035144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1035148.750000 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -1035149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1035152.875000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -1035153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1035157.687500 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -1035158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1035163.375000 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -1035163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1035168.750000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -1035169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1035172.187500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -1035172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1035179.375000 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -1035179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1035180.437500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -1035180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1035183.375000 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -1035183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1035186.187500 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -1035186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1035187.812500 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -1035188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1035189.437500 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -1035189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1035189.625000 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -1035190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1035190.312500 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -1035190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1035189.500000 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -1035190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1035191.750000 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -1035192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1035193.187500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -1035193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1035192.312500 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -1035192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1035192.062500 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -1035192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1035193.937500 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -1035194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1035196.562500 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -1035197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1035196.000000 Penalty: 4372.202637
	Iteration 56Q: 3 clusters Score -1035196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1035195.750000 Penalty: 4372.202637
	Iteration 57Q: 3 clusters Score -1035196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1035197.187500 Penalty: 4372.202637
	Iteration 58Q: 3 clusters Score -1035197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1035197.187500 Penalty: 4372.202637
	Iteration 59F: 3 clusters Score -1035197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -155783.031250 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -155783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153793.328125 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -153793.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -154576.656250 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -154576.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -155143.546875 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -155143.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -155638.671875 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -155638.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -156258.281250 Penalty: 3516.264404
	Iteration 4F: 3 clusters Score -156258.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157110.593750 Penalty: 3516.264404
	Iteration 5F: 3 clusters Score -157110.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -157571.500000 Penalty: 3516.264404
	Iteration 6F: 3 clusters Score -157571.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -158125.546875 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -158125.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -159288.390625 Penalty: 3516.264404
	Iteration 8F: 3 clusters Score -159288.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160242.609375 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -160242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160430.031250 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -160430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160430.031250 Penalty: 3516.264404
	Iteration 11F: 3 clusters Score -160430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 305 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 899 members 
Mstep: Class 35 contains 544 members 
Entering Unmasked Estep 
Score: -104106800.000000 Penalty: 116792.445312
Splitting cluster 12 changes total score from -104104064.000000 to -104106800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -739841.937500 Penalty: 2117.854736
	Iteration 0F: 2 clusters Score -739841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -735309.000000 Penalty: 4235.709473
	Iteration 0F: 3 clusters Score -735309 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -736437.500000 Penalty: 4235.709473
	Iteration 1F: 3 clusters Score -736437.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -736777.312500 Penalty: 4235.709473
	Iteration 2F: 3 clusters Score -736777.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -737030.562500 Penalty: 4235.709473
	Iteration 3F: 3 clusters Score -737030.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -737210.937500 Penalty: 4235.709473
	Iteration 4F: 3 clusters Score -737210.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -737333.000000 Penalty: 4235.709473
	Iteration 5Q: 3 clusters Score -737333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -737428.250000 Penalty: 4235.709473
	Iteration 6Q: 3 clusters Score -737428.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -737508.437500 Penalty: 4235.709473
	Iteration 7Q: 3 clusters Score -737508.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -737580.625000 Penalty: 4235.709473
	Iteration 8Q: 3 clusters Score -737580.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -737629.437500 Penalty: 4235.709473
	Iteration 9Q: 3 clusters Score -737629.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -737666.062500 Penalty: 4235.709473
	Iteration 10Q: 3 clusters Score -737666.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -737688.875000 Penalty: 4235.709473
	Iteration 11Q: 3 clusters Score -737688.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -737724.000000 Penalty: 4235.709473
	Iteration 12Q: 3 clusters Score -737724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -737761.812500 Penalty: 4235.709473
	Iteration 13Q: 3 clusters Score -737761.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -737799.500000 Penalty: 4235.709473
	Iteration 14Q: 3 clusters Score -737799.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -737840.375000 Penalty: 4235.709473
	Iteration 15Q: 3 clusters Score -737840.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -737879.187500 Penalty: 4235.709473
	Iteration 16Q: 3 clusters Score -737879.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -737925.750000 Penalty: 4235.709473
	Iteration 17Q: 3 clusters Score -737925.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -737968.375000 Penalty: 4235.709473
	Iteration 18Q: 3 clusters Score -737968.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -738012.000000 Penalty: 4235.709473
	Iteration 19Q: 3 clusters Score -738012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -738050.250000 Penalty: 4235.709473
	Iteration 20F: 3 clusters Score -738050.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -738086.437500 Penalty: 4235.709473
	Iteration 21Q: 3 clusters Score -738086.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -738122.562500 Penalty: 4235.709473
	Iteration 22Q: 3 clusters Score -738122.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -738158.125000 Penalty: 4235.709473
	Iteration 23Q: 3 clusters Score -738158.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -738194.687500 Penalty: 4235.709473
	Iteration 24Q: 3 clusters Score -738194.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -738238.125000 Penalty: 4235.709473
	Iteration 25Q: 3 clusters Score -738238.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -738284.562500 Penalty: 4235.709473
	Iteration 26Q: 3 clusters Score -738284.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -738352.875000 Penalty: 4235.709473
	Iteration 27Q: 3 clusters Score -738352.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -738424.875000 Penalty: 4235.709473
	Iteration 28Q: 3 clusters Score -738424.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -738524.875000 Penalty: 4235.709473
	Iteration 29Q: 3 clusters Score -738524.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -738644.625000 Penalty: 4235.709473
	Iteration 30Q: 3 clusters Score -738644.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -738768.875000 Penalty: 4235.709473
	Iteration 31Q: 3 clusters Score -738768.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -738887.562500 Penalty: 4235.709473
	Iteration 32Q: 3 clusters Score -738887.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -739006.625000 Penalty: 4235.709473
	Iteration 33Q: 3 clusters Score -739006.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -739124.000000 Penalty: 4235.709473
	Iteration 34Q: 3 clusters Score -739124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -739217.812500 Penalty: 4235.709473
	Iteration 35Q: 3 clusters Score -739217.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -739280.000000 Penalty: 4235.709473
	Iteration 36Q: 3 clusters Score -739280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -739351.500000 Penalty: 4235.709473
	Iteration 37Q: 3 clusters Score -739351.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -739400.437500 Penalty: 4235.709473
	Iteration 38Q: 3 clusters Score -739400.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -739441.062500 Penalty: 4235.709473
	Iteration 39Q: 3 clusters Score -739441.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -739470.812500 Penalty: 4235.709473
	Iteration 40F: 3 clusters Score -739470.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -739486.312500 Penalty: 4235.709473
	Iteration 41Q: 3 clusters Score -739486.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -739500.187500 Penalty: 4235.709473
	Iteration 42Q: 3 clusters Score -739500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -739511.312500 Penalty: 4235.709473
	Iteration 43Q: 3 clusters Score -739511.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -739523.812500 Penalty: 4235.709473
	Iteration 44Q: 3 clusters Score -739523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -739530.125000 Penalty: 4235.709473
	Iteration 45Q: 3 clusters Score -739530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -739532.312500 Penalty: 4235.709473
	Iteration 46Q: 3 clusters Score -739532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -739535.000000 Penalty: 4235.709473
	Iteration 47Q: 3 clusters Score -739535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -739539.125000 Penalty: 4235.709473
	Iteration 48Q: 3 clusters Score -739539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -739545.625000 Penalty: 4235.709473
	Iteration 49Q: 3 clusters Score -739545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -739546.937500 Penalty: 4235.709473
	Iteration 50Q: 3 clusters Score -739546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -739546.562500 Penalty: 4235.709473
	Iteration 51Q: 3 clusters Score -739546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -739547.875000 Penalty: 4235.709473
	Iteration 52Q: 3 clusters Score -739547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -739549.187500 Penalty: 4235.709473
	Iteration 53Q: 3 clusters Score -739549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -739549.625000 Penalty: 4235.709473
	Iteration 54Q: 3 clusters Score -739549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -739549.625000 Penalty: 4235.709473
	Iteration 55F: 3 clusters Score -739549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -699537.062500 Penalty: 2096.654785
	Iteration 0F: 2 clusters Score -699537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -695178.375000 Penalty: 4193.309570
	Iteration 0F: 3 clusters Score -695178.4 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -696180.375000 Penalty: 4193.309570
	Iteration 1F: 3 clusters Score -696180.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -696376.375000 Penalty: 4193.309570
	Iteration 2F: 3 clusters Score -696376.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -696505.500000 Penalty: 4193.309570
	Iteration 3F: 3 clusters Score -696505.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -696599.937500 Penalty: 4193.309570
	Iteration 4Q: 3 clusters Score -696599.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -696673.062500 Penalty: 4193.309570
	Iteration 5Q: 3 clusters Score -696673.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -696742.375000 Penalty: 4193.309570
	Iteration 6Q: 3 clusters Score -696742.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -696805.625000 Penalty: 4193.309570
	Iteration 7Q: 3 clusters Score -696805.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -696857.312500 Penalty: 4193.309570
	Iteration 8Q: 3 clusters Score -696857.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -696906.000000 Penalty: 4193.309570
	Iteration 9Q: 3 clusters Score -696906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -696964.812500 Penalty: 4193.309570
	Iteration 10Q: 3 clusters Score -696964.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -697029.500000 Penalty: 4193.309570
	Iteration 11Q: 3 clusters Score -697029.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -697104.750000 Penalty: 4193.309570
	Iteration 12Q: 3 clusters Score -697104.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -697168.125000 Penalty: 4193.309570
	Iteration 13Q: 3 clusters Score -697168.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -697227.375000 Penalty: 4193.309570
	Iteration 14Q: 3 clusters Score -697227.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -697273.187500 Penalty: 4193.309570
	Iteration 15Q: 3 clusters Score -697273.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -697308.562500 Penalty: 4193.309570
	Iteration 16Q: 3 clusters Score -697308.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -697343.937500 Penalty: 4193.309570
	Iteration 17Q: 3 clusters Score -697343.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -697382.062500 Penalty: 4193.309570
	Iteration 18Q: 3 clusters Score -697382.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -697427.937500 Penalty: 4193.309570
	Iteration 19Q: 3 clusters Score -697427.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -697485.375000 Penalty: 4193.309570
	Iteration 20F: 3 clusters Score -697485.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -697564.437500 Penalty: 4193.309570
	Iteration 21Q: 3 clusters Score -697564.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -697642.062500 Penalty: 4193.309570
	Iteration 22Q: 3 clusters Score -697642.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -697699.437500 Penalty: 4193.309570
	Iteration 23Q: 3 clusters Score -697699.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -697741.062500 Penalty: 4193.309570
	Iteration 24Q: 3 clusters Score -697741.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -697762.500000 Penalty: 4193.309570
	Iteration 25Q: 3 clusters Score -697762.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -697771.187500 Penalty: 4193.309570
	Iteration 26Q: 3 clusters Score -697771.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -697780.125000 Penalty: 4193.309570
	Iteration 27Q: 3 clusters Score -697780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -697789.000000 Penalty: 4193.309570
	Iteration 28Q: 3 clusters Score -697789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -697795.375000 Penalty: 4193.309570
	Iteration 29Q: 3 clusters Score -697795.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -697800.750000 Penalty: 4193.309570
	Iteration 30Q: 3 clusters Score -697800.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -697807.500000 Penalty: 4193.309570
	Iteration 31Q: 3 clusters Score -697807.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -697810.187500 Penalty: 4193.309570
	Iteration 32Q: 3 clusters Score -697810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -697814.937500 Penalty: 4193.309570
	Iteration 33Q: 3 clusters Score -697814.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -697818.500000 Penalty: 4193.309570
	Iteration 34Q: 3 clusters Score -697818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -697823.000000 Penalty: 4193.309570
	Iteration 35Q: 3 clusters Score -697823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -697822.812500 Penalty: 4193.309570
	Iteration 36Q: 3 clusters Score -697822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -697823.500000 Penalty: 4193.309570
	Iteration 37Q: 3 clusters Score -697823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -697823.500000 Penalty: 4193.309570
	Iteration 38F: 3 clusters Score -697823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -324170.687500 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -324170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -321442.031250 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -321442 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -322230.593750 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -322230.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -322552.031250 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -322552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -322774.250000 Penalty: 3835.472656
	Iteration 3F: 3 clusters Score -322774.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -322973.250000 Penalty: 3835.472656
	Iteration 4F: 3 clusters Score -322973.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -323111.187500 Penalty: 3835.472656
	Iteration 5Q: 3 clusters Score -323111.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -323213.218750 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -323213.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -323309.750000 Penalty: 3835.472656
	Iteration 7Q: 3 clusters Score -323309.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -323399.656250 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -323399.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -323500.875000 Penalty: 3835.472656
	Iteration 9Q: 3 clusters Score -323500.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -323604.312500 Penalty: 3835.472656
	Iteration 10Q: 3 clusters Score -323604.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -323702.906250 Penalty: 3835.472656
	Iteration 11Q: 3 clusters Score -323702.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -323813.156250 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -323813.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -323876.906250 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -323876.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -323908.625000 Penalty: 3835.472656
	Iteration 14Q: 3 clusters Score -323908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -323918.343750 Penalty: 3835.472656
	Iteration 15Q: 3 clusters Score -323918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -323923.281250 Penalty: 3835.472656
	Iteration 16Q: 3 clusters Score -323923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -323926.250000 Penalty: 3835.472656
	Iteration 17Q: 3 clusters Score -323926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -323928.000000 Penalty: 3835.472656
	Iteration 18Q: 3 clusters Score -323928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -323928.906250 Penalty: 3835.472656
	Iteration 19Q: 3 clusters Score -323928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -323931.375000 Penalty: 3835.472656
	Iteration 20F: 3 clusters Score -323931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -323933.500000 Penalty: 3835.472656
	Iteration 21Q: 3 clusters Score -323933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -323935.062500 Penalty: 3835.472656
	Iteration 22Q: 3 clusters Score -323935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -323936.125000 Penalty: 3835.472656
	Iteration 23Q: 3 clusters Score -323936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -323936.531250 Penalty: 3835.472656
	Iteration 24Q: 3 clusters Score -323936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -323936.531250 Penalty: 3835.472656
	Iteration 25F: 3 clusters Score -323936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Entering Unmasked Estep 
Score: -6273509.500000 Penalty: 2632.894775
	Iteration 0F: 2 clusters Score -6273510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6245914.000000 Penalty: 5265.789551
	Iteration 0F: 3 clusters Score -6245914 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -6256983.000000 Penalty: 5265.789551
	Iteration 1F: 3 clusters Score -6256983 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6258347.500000 Penalty: 5265.789551
	Iteration 2F: 3 clusters Score -6258348 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -6260093.500000 Penalty: 5265.789551
	Iteration 3F: 3 clusters Score -6260094 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -6262158.000000 Penalty: 5265.789551
	Iteration 4F: 3 clusters Score -6262158 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -6264109.500000 Penalty: 5265.789551
	Iteration 5F: 3 clusters Score -6264110 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -6265611.000000 Penalty: 5265.789551
	Iteration 6F: 3 clusters Score -6265611 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -6266691.500000 Penalty: 5265.789551
	Iteration 7Q: 3 clusters Score -6266692 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -6267420.000000 Penalty: 5265.789551
	Iteration 8Q: 3 clusters Score -6267420 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -6268068.000000 Penalty: 5265.789551
	Iteration 9Q: 3 clusters Score -6268068 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -6268706.000000 Penalty: 5265.789551
	Iteration 10Q: 3 clusters Score -6268706 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -6269316.000000 Penalty: 5265.789551
	Iteration 11Q: 3 clusters Score -6269316 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -6269844.000000 Penalty: 5265.789551
	Iteration 12Q: 3 clusters Score -6269844 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -6270247.000000 Penalty: 5265.789551
	Iteration 13Q: 3 clusters Score -6270247 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -6270543.000000 Penalty: 5265.789551
	Iteration 14Q: 3 clusters Score -6270543 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -6270742.500000 Penalty: 5265.789551
	Iteration 15Q: 3 clusters Score -6270742 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -6270848.000000 Penalty: 5265.789551
	Iteration 16Q: 3 clusters Score -6270848 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -6270970.000000 Penalty: 5265.789551
	Iteration 17Q: 3 clusters Score -6270970 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -6271034.000000 Penalty: 5265.789551
	Iteration 18Q: 3 clusters Score -6271034 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -6271110.500000 Penalty: 5265.789551
	Iteration 19Q: 3 clusters Score -6271110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -6271158.500000 Penalty: 5265.789551
	Iteration 20F: 3 clusters Score -6271158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -6271193.500000 Penalty: 5265.789551
	Iteration 21Q: 3 clusters Score -6271194 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6271211.500000 Penalty: 5265.789551
	Iteration 22Q: 3 clusters Score -6271212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -6271214.000000 Penalty: 5265.789551
	Iteration 23Q: 3 clusters Score -6271214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -6271242.000000 Penalty: 5265.789551
	Iteration 24Q: 3 clusters Score -6271242 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -6271234.000000 Penalty: 5265.789551
	Iteration 25Q: 3 clusters Score -6271234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6271243.000000 Penalty: 5265.789551
	Iteration 26Q: 3 clusters Score -6271243 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -6271231.000000 Penalty: 5265.789551
	Iteration 27Q: 3 clusters Score -6271231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -6271238.500000 Penalty: 5265.789551
	Iteration 28Q: 3 clusters Score -6271238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -6271253.500000 Penalty: 5265.789551
	Iteration 29Q: 3 clusters Score -6271254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -6271260.000000 Penalty: 5265.789551
	Iteration 30Q: 3 clusters Score -6271260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -6271251.000000 Penalty: 5265.789551
	Iteration 31Q: 3 clusters Score -6271251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6271255.500000 Penalty: 5265.789551
	Iteration 32Q: 3 clusters Score -6271256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -6271245.500000 Penalty: 5265.789551
	Iteration 33Q: 3 clusters Score -6271246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -6271262.000000 Penalty: 5265.789551
	Iteration 34Q: 3 clusters Score -6271262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -6271257.000000 Penalty: 5265.789551
	Iteration 35Q: 3 clusters Score -6271257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6271272.500000 Penalty: 5265.789551
	Iteration 36Q: 3 clusters Score -6271272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -6271276.000000 Penalty: 5265.789551
	Iteration 37Q: 3 clusters Score -6271276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -6271286.500000 Penalty: 5265.789551
	Iteration 38Q: 3 clusters Score -6271286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -6271277.000000 Penalty: 5265.789551
	Iteration 39Q: 3 clusters Score -6271277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6271288.000000 Penalty: 5265.789551
	Iteration 40F: 3 clusters Score -6271288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -6271281.500000 Penalty: 5265.789551
	Iteration 41Q: 3 clusters Score -6271282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -6271265.500000 Penalty: 5265.789551
	Iteration 42Q: 3 clusters Score -6271266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -6271257.000000 Penalty: 5265.789551
	Iteration 43Q: 3 clusters Score -6271257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -6271269.500000 Penalty: 5265.789551
	Iteration 44Q: 3 clusters Score -6271270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6271301.000000 Penalty: 5265.789551
	Iteration 45Q: 3 clusters Score -6271301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6271287.500000 Penalty: 5265.789551
	Iteration 46Q: 3 clusters Score -6271288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -6271288.000000 Penalty: 5265.789551
	Iteration 47Q: 3 clusters Score -6271288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -6271295.500000 Penalty: 5265.789551
	Iteration 48Q: 3 clusters Score -6271296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -6271312.500000 Penalty: 5265.789551
	Iteration 49Q: 3 clusters Score -6271312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -6271304.000000 Penalty: 5265.789551
	Iteration 50Q: 3 clusters Score -6271304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -6271294.500000 Penalty: 5265.789551
	Iteration 51Q: 3 clusters Score -6271294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -6271303.500000 Penalty: 5265.789551
	Iteration 52Q: 3 clusters Score -6271304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -6271310.500000 Penalty: 5265.789551
	Iteration 53Q: 3 clusters Score -6271310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -6271321.500000 Penalty: 5265.789551
	Iteration 54Q: 3 clusters Score -6271322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6271329.500000 Penalty: 5265.789551
	Iteration 55Q: 3 clusters Score -6271330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -6271327.000000 Penalty: 5265.789551
	Iteration 56Q: 3 clusters Score -6271327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -6271337.000000 Penalty: 5265.789551
	Iteration 57Q: 3 clusters Score -6271337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -6271325.000000 Penalty: 5265.789551
	Iteration 58Q: 3 clusters Score -6271325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6271340.000000 Penalty: 5265.789551
	Iteration 59Q: 3 clusters Score -6271340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6271342.000000 Penalty: 5265.789551
	Iteration 60F: 3 clusters Score -6271342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -6271332.000000 Penalty: 5265.789551
	Iteration 61Q: 3 clusters Score -6271332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -6271335.000000 Penalty: 5265.789551
	Iteration 62Q: 3 clusters Score -6271335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -6271343.500000 Penalty: 5265.789551
	Iteration 63Q: 3 clusters Score -6271344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -6271343.000000 Penalty: 5265.789551
	Iteration 64Q: 3 clusters Score -6271343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -6271340.500000 Penalty: 5265.789551
	Iteration 65Q: 3 clusters Score -6271340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6271337.000000 Penalty: 5265.789551
	Iteration 66Q: 3 clusters Score -6271337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -6271341.000000 Penalty: 5265.789551
	Iteration 67Q: 3 clusters Score -6271341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -6271331.000000 Penalty: 5265.789551
	Iteration 68Q: 3 clusters Score -6271331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6271326.500000 Penalty: 5265.789551
	Iteration 69Q: 3 clusters Score -6271326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -6271332.000000 Penalty: 5265.789551
	Iteration 70Q: 3 clusters Score -6271332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -6271334.500000 Penalty: 5265.789551
	Iteration 71Q: 3 clusters Score -6271334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -6271339.000000 Penalty: 5265.789551
	Iteration 72Q: 3 clusters Score -6271339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6271339.500000 Penalty: 5265.789551
	Iteration 73Q: 3 clusters Score -6271340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6271338.500000 Penalty: 5265.789551
	Iteration 74Q: 3 clusters Score -6271338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -6271337.000000 Penalty: 5265.789551
	Iteration 75Q: 3 clusters Score -6271337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -6271333.500000 Penalty: 5265.789551
	Iteration 76Q: 3 clusters Score -6271334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -6271342.000000 Penalty: 5265.789551
	Iteration 77Q: 3 clusters Score -6271342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6271345.000000 Penalty: 5265.789551
	Iteration 78Q: 3 clusters Score -6271345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -6271342.000000 Penalty: 5265.789551
	Iteration 79Q: 3 clusters Score -6271342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -6271351.000000 Penalty: 5265.789551
	Iteration 80F: 3 clusters Score -6271351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6271354.500000 Penalty: 5265.789551
	Iteration 81Q: 3 clusters Score -6271354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -6271353.500000 Penalty: 5265.789551
	Iteration 82Q: 3 clusters Score -6271354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6271346.000000 Penalty: 5265.789551
	Iteration 83Q: 3 clusters Score -6271346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -6271351.000000 Penalty: 5265.789551
	Iteration 84Q: 3 clusters Score -6271351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6271350.500000 Penalty: 5265.789551
	Iteration 85Q: 3 clusters Score -6271350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6271345.000000 Penalty: 5265.789551
	Iteration 86Q: 3 clusters Score -6271345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6271353.000000 Penalty: 5265.789551
	Iteration 87Q: 3 clusters Score -6271353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -6271345.000000 Penalty: 5265.789551
	Iteration 88Q: 3 clusters Score -6271345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6271346.000000 Penalty: 5265.789551
	Iteration 89Q: 3 clusters Score -6271346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -6271355.500000 Penalty: 5265.789551
	Iteration 90Q: 3 clusters Score -6271356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -6271356.500000 Penalty: 5265.789551
	Iteration 91Q: 3 clusters Score -6271356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -6271352.500000 Penalty: 5265.789551
	Iteration 92Q: 3 clusters Score -6271352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -6271345.500000 Penalty: 5265.789551
	Iteration 93Q: 3 clusters Score -6271346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -6271339.500000 Penalty: 5265.789551
	Iteration 94Q: 3 clusters Score -6271340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -6271337.500000 Penalty: 5265.789551
	Iteration 95Q: 3 clusters Score -6271338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6271339.000000 Penalty: 5265.789551
	Iteration 96Q: 3 clusters Score -6271339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6271339.000000 Penalty: 5265.789551
	Iteration 97F: 3 clusters Score -6271339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (219132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219132 members 
Entering Unmasked Estep 
Score: -33630804.000000 Penalty: 3049.762695
	Iteration 0F: 2 clusters Score -3.36308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -33532580.000000 Penalty: 6099.525391
	Iteration 0F: 3 clusters Score -3.353258e+07 nChanged 105570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -33594316.000000 Penalty: 6099.525391
	Iteration 1F: 3 clusters Score -3.359432e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -33596552.000000 Penalty: 6099.525391
	Iteration 2Q: 3 clusters Score -3.359655e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 129495 members 
Entering Unmasked Estep 
Score: -33599756.000000 Penalty: 6099.525391
	Iteration 3Q: 3 clusters Score -3.359976e+07 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -33604896.000000 Penalty: 6099.525391
	Iteration 4F: 3 clusters Score -3.36049e+07 nChanged 15724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 154585 members 
Entering Unmasked Estep 
Score: -33613924.000000 Penalty: 6099.525391
	Iteration 5F: 3 clusters Score -3.361392e+07 nChanged 18109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -33624768.000000 Penalty: 6099.525391
	Iteration 6F: 3 clusters Score -3.362477e+07 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -33633392.000000 Penalty: 6099.525391
	Iteration 7F: 3 clusters Score -3.363339e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 200708 members 
Entering Unmasked Estep 
Score: -33636388.000000 Penalty: 6099.525391
	Iteration 8F: 3 clusters Score -3.363639e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 209382 members 
Entering Unmasked Estep 
Score: -33633532.000000 Penalty: 6099.525391
	Iteration 9Q: 3 clusters Score -3.363353e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 214533 members 
Entering Unmasked Estep 
Score: -33630956.000000 Penalty: 6099.525391
	Iteration 10Q: 3 clusters Score -3.363096e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 217115 members 
Entering Unmasked Estep 
Score: -33629320.000000 Penalty: 6099.525391
	Iteration 11Q: 3 clusters Score -3.362932e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 218204 members 
Entering Unmasked Estep 
Score: -33628740.000000 Penalty: 6099.525391
	Iteration 12Q: 3 clusters Score -3.362874e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 218596 members 
Entering Unmasked Estep 
Score: -33628520.000000 Penalty: 6099.525391
	Iteration 13Q: 3 clusters Score -3.362852e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 218735 members 
Entering Unmasked Estep 
Score: -33628508.000000 Penalty: 6099.525391
	Iteration 14Q: 3 clusters Score -3.362851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218790 members 
Entering Unmasked Estep 
Score: -33628472.000000 Penalty: 6099.525391
	Iteration 15Q: 3 clusters Score -3.362847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 218822 members 
Entering Unmasked Estep 
Score: -33628476.000000 Penalty: 6099.525391
	Iteration 16Q: 3 clusters Score -3.362848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 218838 members 
Entering Unmasked Estep 
Score: -33628492.000000 Penalty: 6099.525391
	Iteration 17Q: 3 clusters Score -3.362849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218849 members 
Entering Unmasked Estep 
Score: -33628492.000000 Penalty: 6099.525391
	Iteration 18Q: 3 clusters Score -3.362849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 218855 members 
Entering Unmasked Estep 
Score: -33628512.000000 Penalty: 6099.525391
	Iteration 19Q: 3 clusters Score -3.362851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 218858 members 
Entering Unmasked Estep 
Score: -33628504.000000 Penalty: 6099.525391
	Iteration 20F: 3 clusters Score -3.36285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 218859 members 
Entering Unmasked Estep 
Score: -33628492.000000 Penalty: 6099.525391
	Iteration 21Q: 3 clusters Score -3.362849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218860 members 
Entering Unmasked Estep 
Score: -33628496.000000 Penalty: 6099.525391
	Iteration 22Q: 3 clusters Score -3.36285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -33628508.000000 Penalty: 6099.525391
	Iteration 23Q: 3 clusters Score -3.362851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -33628508.000000 Penalty: 6099.525391
	Iteration 24F: 3 clusters Score -3.362851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -568042.687500 Penalty: 2040.190308
	Iteration 0F: 2 clusters Score -568042.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -564312.562500 Penalty: 4080.380615
	Iteration 0F: 3 clusters Score -564312.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -565120.562500 Penalty: 4080.380615
	Iteration 1F: 3 clusters Score -565120.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -565290.437500 Penalty: 4080.380615
	Iteration 2F: 3 clusters Score -565290.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -565389.500000 Penalty: 4080.380615
	Iteration 3Q: 3 clusters Score -565389.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -565466.500000 Penalty: 4080.380615
	Iteration 4Q: 3 clusters Score -565466.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -565523.937500 Penalty: 4080.380615
	Iteration 5Q: 3 clusters Score -565523.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -565578.062500 Penalty: 4080.380615
	Iteration 6Q: 3 clusters Score -565578.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -565616.625000 Penalty: 4080.380615
	Iteration 7Q: 3 clusters Score -565616.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -565652.562500 Penalty: 4080.380615
	Iteration 8Q: 3 clusters Score -565652.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -565684.187500 Penalty: 4080.380615
	Iteration 9Q: 3 clusters Score -565684.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -565713.312500 Penalty: 4080.380615
	Iteration 10Q: 3 clusters Score -565713.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -565746.812500 Penalty: 4080.380615
	Iteration 11Q: 3 clusters Score -565746.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -565786.812500 Penalty: 4080.380615
	Iteration 12Q: 3 clusters Score -565786.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -565816.625000 Penalty: 4080.380615
	Iteration 13Q: 3 clusters Score -565816.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -565845.500000 Penalty: 4080.380615
	Iteration 14Q: 3 clusters Score -565845.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -565880.625000 Penalty: 4080.380615
	Iteration 15Q: 3 clusters Score -565880.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -565908.812500 Penalty: 4080.380615
	Iteration 16Q: 3 clusters Score -565908.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -565935.125000 Penalty: 4080.380615
	Iteration 17Q: 3 clusters Score -565935.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -565961.937500 Penalty: 4080.380615
	Iteration 18Q: 3 clusters Score -565961.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -565985.625000 Penalty: 4080.380615
	Iteration 19Q: 3 clusters Score -565985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -566008.562500 Penalty: 4080.380615
	Iteration 20F: 3 clusters Score -566008.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -566029.187500 Penalty: 4080.380615
	Iteration 21Q: 3 clusters Score -566029.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -566044.875000 Penalty: 4080.380615
	Iteration 22Q: 3 clusters Score -566044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -566058.937500 Penalty: 4080.380615
	Iteration 23Q: 3 clusters Score -566058.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -566075.687500 Penalty: 4080.380615
	Iteration 24Q: 3 clusters Score -566075.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -566097.125000 Penalty: 4080.380615
	Iteration 25Q: 3 clusters Score -566097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -566117.625000 Penalty: 4080.380615
	Iteration 26Q: 3 clusters Score -566117.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -566134.375000 Penalty: 4080.380615
	Iteration 27Q: 3 clusters Score -566134.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -566144.937500 Penalty: 4080.380615
	Iteration 28Q: 3 clusters Score -566144.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -566155.562500 Penalty: 4080.380615
	Iteration 29Q: 3 clusters Score -566155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -566162.437500 Penalty: 4080.380615
	Iteration 30Q: 3 clusters Score -566162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -566169.687500 Penalty: 4080.380615
	Iteration 31Q: 3 clusters Score -566169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -566181.062500 Penalty: 4080.380615
	Iteration 32Q: 3 clusters Score -566181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -566199.875000 Penalty: 4080.380615
	Iteration 33Q: 3 clusters Score -566199.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -566214.062500 Penalty: 4080.380615
	Iteration 34Q: 3 clusters Score -566214.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -566228.187500 Penalty: 4080.380615
	Iteration 35Q: 3 clusters Score -566228.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -566234.562500 Penalty: 4080.380615
	Iteration 36Q: 3 clusters Score -566234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -566240.062500 Penalty: 4080.380615
	Iteration 37Q: 3 clusters Score -566240.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -566246.937500 Penalty: 4080.380615
	Iteration 38Q: 3 clusters Score -566246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -566252.500000 Penalty: 4080.380615
	Iteration 39Q: 3 clusters Score -566252.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -566258.750000 Penalty: 4080.380615
	Iteration 40F: 3 clusters Score -566258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -566264.625000 Penalty: 4080.380615
	Iteration 41Q: 3 clusters Score -566264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -566268.750000 Penalty: 4080.380615
	Iteration 42Q: 3 clusters Score -566268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -566271.062500 Penalty: 4080.380615
	Iteration 43Q: 3 clusters Score -566271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -566272.125000 Penalty: 4080.380615
	Iteration 44Q: 3 clusters Score -566272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -566272.375000 Penalty: 4080.380615
	Iteration 45Q: 3 clusters Score -566272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -566272.375000 Penalty: 4080.380615
	Iteration 46F: 3 clusters Score -566272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -335435.375000 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -335435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -332492.000000 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -332492 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333113.718750 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -333113.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -333326.843750 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -333326.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -333491.687500 Penalty: 3890.354248
	Iteration 3F: 3 clusters Score -333491.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -333597.843750 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -333597.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -333699.062500 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -333699.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -333793.375000 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -333793.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -333879.281250 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -333879.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -333963.812500 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -333963.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -334017.968750 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -334018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -334064.906250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -334064.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -334101.781250 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -334101.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -334141.593750 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -334141.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -334175.906250 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -334175.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -334195.468750 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -334195.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -334218.687500 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -334218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -334227.562500 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -334227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -334231.593750 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -334231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -334234.781250 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -334234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -334241.093750 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -334241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334244.656250 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -334244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -334248.156250 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -334248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -334249.093750 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -334249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -334250.312500 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -334250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334253.343750 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -334253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -334255.031250 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -334255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334254.656250 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -334254.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -334254.656250 Penalty: 3890.354248
	Iteration 27F: 3 clusters Score -334254.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Entering Unmasked Estep 
Score: -1388531.000000 Penalty: 2263.836182
	Iteration 0F: 2 clusters Score -1388531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1381403.500000 Penalty: 4527.672363
	Iteration 0F: 3 clusters Score -1381404 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1383410.375000 Penalty: 4527.672363
	Iteration 1F: 3 clusters Score -1383410 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1383694.750000 Penalty: 4527.672363
	Iteration 2F: 3 clusters Score -1383695 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1383851.875000 Penalty: 4527.672363
	Iteration 3Q: 3 clusters Score -1383852 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1383964.625000 Penalty: 4527.672363
	Iteration 4Q: 3 clusters Score -1383965 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1384058.250000 Penalty: 4527.672363
	Iteration 5Q: 3 clusters Score -1384058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1384133.000000 Penalty: 4527.672363
	Iteration 6Q: 3 clusters Score -1384133 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1384205.875000 Penalty: 4527.672363
	Iteration 7Q: 3 clusters Score -1384206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1384289.625000 Penalty: 4527.672363
	Iteration 8Q: 3 clusters Score -1384290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1384382.875000 Penalty: 4527.672363
	Iteration 9Q: 3 clusters Score -1384383 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1384514.125000 Penalty: 4527.672363
	Iteration 10Q: 3 clusters Score -1384514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1384649.375000 Penalty: 4527.672363
	Iteration 11Q: 3 clusters Score -1384649 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1384813.750000 Penalty: 4527.672363
	Iteration 12Q: 3 clusters Score -1384814 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1385018.750000 Penalty: 4527.672363
	Iteration 13Q: 3 clusters Score -1385019 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1385259.625000 Penalty: 4527.672363
	Iteration 14Q: 3 clusters Score -1385260 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1385512.000000 Penalty: 4527.672363
	Iteration 15Q: 3 clusters Score -1385512 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1385799.750000 Penalty: 4527.672363
	Iteration 16Q: 3 clusters Score -1385800 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1386064.000000 Penalty: 4527.672363
	Iteration 17Q: 3 clusters Score -1386064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1386272.125000 Penalty: 4527.672363
	Iteration 18Q: 3 clusters Score -1386272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1386404.125000 Penalty: 4527.672363
	Iteration 19Q: 3 clusters Score -1386404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1386462.375000 Penalty: 4527.672363
	Iteration 20F: 3 clusters Score -1386462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1386506.750000 Penalty: 4527.672363
	Iteration 21Q: 3 clusters Score -1386507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1386540.125000 Penalty: 4527.672363
	Iteration 22Q: 3 clusters Score -1386540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1386568.750000 Penalty: 4527.672363
	Iteration 23Q: 3 clusters Score -1386569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1386581.750000 Penalty: 4527.672363
	Iteration 24Q: 3 clusters Score -1386582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1386595.750000 Penalty: 4527.672363
	Iteration 25Q: 3 clusters Score -1386596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1386602.875000 Penalty: 4527.672363
	Iteration 26Q: 3 clusters Score -1386603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1386607.500000 Penalty: 4527.672363
	Iteration 27Q: 3 clusters Score -1386608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1386610.500000 Penalty: 4527.672363
	Iteration 28Q: 3 clusters Score -1386610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1386611.750000 Penalty: 4527.672363
	Iteration 29Q: 3 clusters Score -1386612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1386614.875000 Penalty: 4527.672363
	Iteration 30Q: 3 clusters Score -1386615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1386617.625000 Penalty: 4527.672363
	Iteration 31Q: 3 clusters Score -1386618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1386620.125000 Penalty: 4527.672363
	Iteration 32Q: 3 clusters Score -1386620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1386620.125000 Penalty: 4527.672363
	Iteration 33F: 3 clusters Score -1386620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -2051742.750000 Penalty: 2377.795654
	Iteration 0F: 2 clusters Score -2051743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2041050.500000 Penalty: 4755.591309
	Iteration 0F: 3 clusters Score -2041050 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2044703.625000 Penalty: 4755.591309
	Iteration 1F: 3 clusters Score -2044704 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2045404.000000 Penalty: 4755.591309
	Iteration 2F: 3 clusters Score -2045404 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2046015.875000 Penalty: 4755.591309
	Iteration 3F: 3 clusters Score -2046016 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2046567.875000 Penalty: 4755.591309
	Iteration 4F: 3 clusters Score -2046568 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2047074.125000 Penalty: 4755.591309
	Iteration 5F: 3 clusters Score -2047074 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2047499.625000 Penalty: 4755.591309
	Iteration 6F: 3 clusters Score -2047500 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2047826.500000 Penalty: 4755.591309
	Iteration 7Q: 3 clusters Score -2047826 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2048088.000000 Penalty: 4755.591309
	Iteration 8Q: 3 clusters Score -2048088 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2048282.000000 Penalty: 4755.591309
	Iteration 9Q: 3 clusters Score -2048282 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2048418.500000 Penalty: 4755.591309
	Iteration 10Q: 3 clusters Score -2048418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2048518.875000 Penalty: 4755.591309
	Iteration 11Q: 3 clusters Score -2048519 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2048620.000000 Penalty: 4755.591309
	Iteration 12Q: 3 clusters Score -2048620 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2048683.625000 Penalty: 4755.591309
	Iteration 13Q: 3 clusters Score -2048684 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2048737.875000 Penalty: 4755.591309
	Iteration 14Q: 3 clusters Score -2048738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2048755.125000 Penalty: 4755.591309
	Iteration 15Q: 3 clusters Score -2048755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2048777.625000 Penalty: 4755.591309
	Iteration 16Q: 3 clusters Score -2048778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2048802.750000 Penalty: 4755.591309
	Iteration 17Q: 3 clusters Score -2048803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2048810.375000 Penalty: 4755.591309
	Iteration 18Q: 3 clusters Score -2048810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2048825.125000 Penalty: 4755.591309
	Iteration 19Q: 3 clusters Score -2048825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2048841.875000 Penalty: 4755.591309
	Iteration 20F: 3 clusters Score -2048842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2048853.750000 Penalty: 4755.591309
	Iteration 21Q: 3 clusters Score -2048854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2048876.000000 Penalty: 4755.591309
	Iteration 22Q: 3 clusters Score -2048876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2048887.750000 Penalty: 4755.591309
	Iteration 23Q: 3 clusters Score -2048888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2048910.875000 Penalty: 4755.591309
	Iteration 24Q: 3 clusters Score -2048911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2048917.250000 Penalty: 4755.591309
	Iteration 25Q: 3 clusters Score -2048917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2048930.125000 Penalty: 4755.591309
	Iteration 26Q: 3 clusters Score -2048930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2048938.000000 Penalty: 4755.591309
	Iteration 27Q: 3 clusters Score -2048938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2048947.500000 Penalty: 4755.591309
	Iteration 28Q: 3 clusters Score -2048948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2048952.500000 Penalty: 4755.591309
	Iteration 29Q: 3 clusters Score -2048952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2048960.000000 Penalty: 4755.591309
	Iteration 30Q: 3 clusters Score -2048960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2048965.250000 Penalty: 4755.591309
	Iteration 31Q: 3 clusters Score -2048965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2048974.125000 Penalty: 4755.591309
	Iteration 32Q: 3 clusters Score -2048974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2048981.250000 Penalty: 4755.591309
	Iteration 33Q: 3 clusters Score -2048981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2048989.875000 Penalty: 4755.591309
	Iteration 34Q: 3 clusters Score -2048990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2048995.625000 Penalty: 4755.591309
	Iteration 35Q: 3 clusters Score -2048996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2049005.875000 Penalty: 4755.591309
	Iteration 36Q: 3 clusters Score -2049006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2049011.625000 Penalty: 4755.591309
	Iteration 37Q: 3 clusters Score -2049012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2049023.625000 Penalty: 4755.591309
	Iteration 38Q: 3 clusters Score -2049024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2049040.750000 Penalty: 4755.591309
	Iteration 39Q: 3 clusters Score -2049041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2049050.375000 Penalty: 4755.591309
	Iteration 40F: 3 clusters Score -2049050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2049069.750000 Penalty: 4755.591309
	Iteration 41Q: 3 clusters Score -2049070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2049081.250000 Penalty: 4755.591309
	Iteration 42Q: 3 clusters Score -2049081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2049093.250000 Penalty: 4755.591309
	Iteration 43Q: 3 clusters Score -2049093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2049105.375000 Penalty: 4755.591309
	Iteration 44Q: 3 clusters Score -2049105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2049115.875000 Penalty: 4755.591309
	Iteration 45Q: 3 clusters Score -2049116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2049125.625000 Penalty: 4755.591309
	Iteration 46Q: 3 clusters Score -2049126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2049141.875000 Penalty: 4755.591309
	Iteration 47Q: 3 clusters Score -2049142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2049171.875000 Penalty: 4755.591309
	Iteration 48Q: 3 clusters Score -2049172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2049194.875000 Penalty: 4755.591309
	Iteration 49Q: 3 clusters Score -2049195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2049216.875000 Penalty: 4755.591309
	Iteration 50Q: 3 clusters Score -2049217 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2049237.125000 Penalty: 4755.591309
	Iteration 51Q: 3 clusters Score -2049237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2049268.375000 Penalty: 4755.591309
	Iteration 52Q: 3 clusters Score -2049268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2049295.375000 Penalty: 4755.591309
	Iteration 53Q: 3 clusters Score -2049295 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2049320.750000 Penalty: 4755.591309
	Iteration 54Q: 3 clusters Score -2049321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2049355.750000 Penalty: 4755.591309
	Iteration 55Q: 3 clusters Score -2049356 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2049412.750000 Penalty: 4755.591309
	Iteration 56Q: 3 clusters Score -2049413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2049469.500000 Penalty: 4755.591309
	Iteration 57Q: 3 clusters Score -2049470 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2049538.750000 Penalty: 4755.591309
	Iteration 58Q: 3 clusters Score -2049539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2049603.375000 Penalty: 4755.591309
	Iteration 59Q: 3 clusters Score -2049603 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2049666.625000 Penalty: 4755.591309
	Iteration 60F: 3 clusters Score -2049667 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2049730.375000 Penalty: 4755.591309
	Iteration 61Q: 3 clusters Score -2049730 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2049797.250000 Penalty: 4755.591309
	Iteration 62Q: 3 clusters Score -2049797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2049868.000000 Penalty: 4755.591309
	Iteration 63Q: 3 clusters Score -2049868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2049950.375000 Penalty: 4755.591309
	Iteration 64Q: 3 clusters Score -2049950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2050030.875000 Penalty: 4755.591309
	Iteration 65Q: 3 clusters Score -2050031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2050104.875000 Penalty: 4755.591309
	Iteration 66Q: 3 clusters Score -2050105 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2050167.750000 Penalty: 4755.591309
	Iteration 67Q: 3 clusters Score -2050168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2050220.500000 Penalty: 4755.591309
	Iteration 68Q: 3 clusters Score -2050220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2050254.750000 Penalty: 4755.591309
	Iteration 69Q: 3 clusters Score -2050255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2050285.500000 Penalty: 4755.591309
	Iteration 70Q: 3 clusters Score -2050286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2050319.750000 Penalty: 4755.591309
	Iteration 71Q: 3 clusters Score -2050320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2050348.000000 Penalty: 4755.591309
	Iteration 72Q: 3 clusters Score -2050348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2050366.625000 Penalty: 4755.591309
	Iteration 73Q: 3 clusters Score -2050367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2050384.125000 Penalty: 4755.591309
	Iteration 74Q: 3 clusters Score -2050384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2050399.000000 Penalty: 4755.591309
	Iteration 75Q: 3 clusters Score -2050399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2050410.750000 Penalty: 4755.591309
	Iteration 76Q: 3 clusters Score -2050411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2050418.375000 Penalty: 4755.591309
	Iteration 77Q: 3 clusters Score -2050418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2050423.125000 Penalty: 4755.591309
	Iteration 78Q: 3 clusters Score -2050423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2050427.000000 Penalty: 4755.591309
	Iteration 79Q: 3 clusters Score -2050427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2050434.250000 Penalty: 4755.591309
	Iteration 80F: 3 clusters Score -2050434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2050443.000000 Penalty: 4755.591309
	Iteration 81Q: 3 clusters Score -2050443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2050447.875000 Penalty: 4755.591309
	Iteration 82Q: 3 clusters Score -2050448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2050451.375000 Penalty: 4755.591309
	Iteration 83Q: 3 clusters Score -2050451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2050451.375000 Penalty: 4755.591309
	Iteration 84Q: 3 clusters Score -2050451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2050456.875000 Penalty: 4755.591309
	Iteration 85Q: 3 clusters Score -2050457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2050457.000000 Penalty: 4755.591309
	Iteration 86Q: 3 clusters Score -2050457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2050457.875000 Penalty: 4755.591309
	Iteration 87Q: 3 clusters Score -2050458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2050460.125000 Penalty: 4755.591309
	Iteration 88Q: 3 clusters Score -2050460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2050460.125000 Penalty: 4755.591309
	Iteration 89Q: 3 clusters Score -2050460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2050460.250000 Penalty: 4755.591309
	Iteration 90Q: 3 clusters Score -2050460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2050460.625000 Penalty: 4755.591309
	Iteration 91Q: 3 clusters Score -2050461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2050460.875000 Penalty: 4755.591309
	Iteration 92Q: 3 clusters Score -2050461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2050460.875000 Penalty: 4755.591309
	Iteration 93F: 3 clusters Score -2050461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -30070.283203 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -30070.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29085.828125 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -29085.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -29579.900391 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -29579.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29892.960938 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -29892.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30083.818359 Penalty: 2837.274658
	Iteration 3Q: 3 clusters Score -30083.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30320.769531 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -30320.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30446.751953 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -30446.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30482.035156 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -30482.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30495.949219 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -30495.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30509.953125 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -30509.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30525.517578 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -30525.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30525.517578 Penalty: 2837.274658
	Iteration 10F: 3 clusters Score -30525.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 899 members 
Mstep: Class 35 contains 544 members 
Mstep: Class 36 contains 103 members 
Entering Unmasked Estep 
Score: -104105344.000000 Penalty: 120129.375000
Splitting cluster 22 changes total score from -104104064.000000 to -104105344.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (17097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Entering Unmasked Estep 
Score: -2594682.750000 Penalty: 2417.171387
	Iteration 0F: 2 clusters Score -2594683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2582476.250000 Penalty: 4834.342773
	Iteration 0F: 3 clusters Score -2582476 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2586529.000000 Penalty: 4834.342773
	Iteration 1F: 3 clusters Score -2586529 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2586938.750000 Penalty: 4834.342773
	Iteration 2F: 3 clusters Score -2586939 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2587239.000000 Penalty: 4834.342773
	Iteration 3Q: 3 clusters Score -2587239 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2587508.250000 Penalty: 4834.342773
	Iteration 4Q: 3 clusters Score -2587508 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2587758.750000 Penalty: 4834.342773
	Iteration 5Q: 3 clusters Score -2587759 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2588098.250000 Penalty: 4834.342773
	Iteration 6Q: 3 clusters Score -2588098 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2588512.500000 Penalty: 4834.342773
	Iteration 7Q: 3 clusters Score -2588512 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2589045.750000 Penalty: 4834.342773
	Iteration 8Q: 3 clusters Score -2589046 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2589738.500000 Penalty: 4834.342773
	Iteration 9F: 3 clusters Score -2589738 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2590475.000000 Penalty: 4834.342773
	Iteration 10F: 3 clusters Score -2590475 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2591140.750000 Penalty: 4834.342773
	Iteration 11Q: 3 clusters Score -2591141 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2591691.000000 Penalty: 4834.342773
	Iteration 12Q: 3 clusters Score -2591691 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2592072.750000 Penalty: 4834.342773
	Iteration 13Q: 3 clusters Score -2592073 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2592286.750000 Penalty: 4834.342773
	Iteration 14Q: 3 clusters Score -2592287 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2592388.250000 Penalty: 4834.342773
	Iteration 15Q: 3 clusters Score -2592388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2592459.000000 Penalty: 4834.342773
	Iteration 16Q: 3 clusters Score -2592459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2592510.750000 Penalty: 4834.342773
	Iteration 17Q: 3 clusters Score -2592511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2592551.500000 Penalty: 4834.342773
	Iteration 18Q: 3 clusters Score -2592552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2592576.750000 Penalty: 4834.342773
	Iteration 19Q: 3 clusters Score -2592577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2592602.000000 Penalty: 4834.342773
	Iteration 20F: 3 clusters Score -2592602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2592618.000000 Penalty: 4834.342773
	Iteration 21Q: 3 clusters Score -2592618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2592625.750000 Penalty: 4834.342773
	Iteration 22Q: 3 clusters Score -2592626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2592639.750000 Penalty: 4834.342773
	Iteration 23Q: 3 clusters Score -2592640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2592644.250000 Penalty: 4834.342773
	Iteration 24Q: 3 clusters Score -2592644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2592648.250000 Penalty: 4834.342773
	Iteration 25Q: 3 clusters Score -2592648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2592651.500000 Penalty: 4834.342773
	Iteration 26Q: 3 clusters Score -2592652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2592655.500000 Penalty: 4834.342773
	Iteration 27Q: 3 clusters Score -2592656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2592659.250000 Penalty: 4834.342773
	Iteration 28Q: 3 clusters Score -2592659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2592661.500000 Penalty: 4834.342773
	Iteration 29Q: 3 clusters Score -2592662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2592660.750000 Penalty: 4834.342773
	Iteration 30Q: 3 clusters Score -2592661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2592660.750000 Penalty: 4834.342773
	Iteration 31F: 3 clusters Score -2592661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Entering Unmasked Estep 
Score: -2896218.000000 Penalty: 2457.141357
	Iteration 0F: 2 clusters Score -2896218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2882075.500000 Penalty: 4914.282715
	Iteration 0F: 3 clusters Score -2882076 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2886813.500000 Penalty: 4914.282715
	Iteration 1F: 3 clusters Score -2886814 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2887305.000000 Penalty: 4914.282715
	Iteration 2F: 3 clusters Score -2887305 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2887791.250000 Penalty: 4914.282715
	Iteration 3F: 3 clusters Score -2887791 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2888223.500000 Penalty: 4914.282715
	Iteration 4Q: 3 clusters Score -2888224 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2888639.250000 Penalty: 4914.282715
	Iteration 5Q: 3 clusters Score -2888639 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2889087.750000 Penalty: 4914.282715
	Iteration 6Q: 3 clusters Score -2889088 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2889516.750000 Penalty: 4914.282715
	Iteration 7Q: 3 clusters Score -2889517 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2889972.000000 Penalty: 4914.282715
	Iteration 8Q: 3 clusters Score -2889972 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2890480.750000 Penalty: 4914.282715
	Iteration 9Q: 3 clusters Score -2890481 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2891050.500000 Penalty: 4914.282715
	Iteration 10Q: 3 clusters Score -2891050 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2891645.500000 Penalty: 4914.282715
	Iteration 11Q: 3 clusters Score -2891646 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2892197.750000 Penalty: 4914.282715
	Iteration 12Q: 3 clusters Score -2892198 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2892657.500000 Penalty: 4914.282715
	Iteration 13Q: 3 clusters Score -2892658 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2893061.250000 Penalty: 4914.282715
	Iteration 14Q: 3 clusters Score -2893061 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2893375.250000 Penalty: 4914.282715
	Iteration 15Q: 3 clusters Score -2893375 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2893609.250000 Penalty: 4914.282715
	Iteration 16Q: 3 clusters Score -2893609 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2893757.250000 Penalty: 4914.282715
	Iteration 17Q: 3 clusters Score -2893757 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2893876.750000 Penalty: 4914.282715
	Iteration 18Q: 3 clusters Score -2893877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2893951.750000 Penalty: 4914.282715
	Iteration 19Q: 3 clusters Score -2893952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2894016.500000 Penalty: 4914.282715
	Iteration 20F: 3 clusters Score -2894016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2894072.500000 Penalty: 4914.282715
	Iteration 21Q: 3 clusters Score -2894072 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2894124.750000 Penalty: 4914.282715
	Iteration 22Q: 3 clusters Score -2894125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2894155.500000 Penalty: 4914.282715
	Iteration 23Q: 3 clusters Score -2894156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2894184.500000 Penalty: 4914.282715
	Iteration 24Q: 3 clusters Score -2894184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2894209.750000 Penalty: 4914.282715
	Iteration 25Q: 3 clusters Score -2894210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2894247.250000 Penalty: 4914.282715
	Iteration 26Q: 3 clusters Score -2894247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2894270.250000 Penalty: 4914.282715
	Iteration 27Q: 3 clusters Score -2894270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2894289.500000 Penalty: 4914.282715
	Iteration 28Q: 3 clusters Score -2894290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2894316.750000 Penalty: 4914.282715
	Iteration 29Q: 3 clusters Score -2894317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2894326.250000 Penalty: 4914.282715
	Iteration 30Q: 3 clusters Score -2894326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2894341.000000 Penalty: 4914.282715
	Iteration 31Q: 3 clusters Score -2894341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2894356.750000 Penalty: 4914.282715
	Iteration 32Q: 3 clusters Score -2894357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2894374.750000 Penalty: 4914.282715
	Iteration 33Q: 3 clusters Score -2894375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2894391.500000 Penalty: 4914.282715
	Iteration 34Q: 3 clusters Score -2894392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2894405.250000 Penalty: 4914.282715
	Iteration 35Q: 3 clusters Score -2894405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2894412.000000 Penalty: 4914.282715
	Iteration 36Q: 3 clusters Score -2894412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2894422.500000 Penalty: 4914.282715
	Iteration 37Q: 3 clusters Score -2894422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2894431.250000 Penalty: 4914.282715
	Iteration 38Q: 3 clusters Score -2894431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2894441.250000 Penalty: 4914.282715
	Iteration 39Q: 3 clusters Score -2894441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2894442.750000 Penalty: 4914.282715
	Iteration 40F: 3 clusters Score -2894443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2894445.250000 Penalty: 4914.282715
	Iteration 41Q: 3 clusters Score -2894445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2894445.500000 Penalty: 4914.282715
	Iteration 42Q: 3 clusters Score -2894446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2894444.750000 Penalty: 4914.282715
	Iteration 43Q: 3 clusters Score -2894445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2894446.750000 Penalty: 4914.282715
	Iteration 44Q: 3 clusters Score -2894447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2894445.000000 Penalty: 4914.282715
	Iteration 45Q: 3 clusters Score -2894445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2894447.000000 Penalty: 4914.282715
	Iteration 46Q: 3 clusters Score -2894447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2894448.250000 Penalty: 4914.282715
	Iteration 47Q: 3 clusters Score -2894448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2894447.500000 Penalty: 4914.282715
	Iteration 48Q: 3 clusters Score -2894448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2894447.500000 Penalty: 4914.282715
	Iteration 49F: 3 clusters Score -2894448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -279882.906250 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -279882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -277346.437500 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -277346.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -277770.500000 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -277770.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -277899.375000 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -277899.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -277961.093750 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -277961.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -278004.843750 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -278004.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -278023.625000 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -278023.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -278032.625000 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -278032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -278041.562500 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -278041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278046.625000 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -278046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278050.718750 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -278050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278053.843750 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -278053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -278053.625000 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -278053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -278055.500000 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -278055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -278056.843750 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -278056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278057.468750 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -278057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -278058.125000 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -278058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -278059.906250 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -278059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -278061.718750 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -278061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -278064.718750 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -278064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278068.812500 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -278068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -278072.875000 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -278072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278078.500000 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -278078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -278081.843750 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -278081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -278085.375000 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -278085.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -278088.375000 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -278088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -278088.437500 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -278088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -278089.281250 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -278089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -278089.562500 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -278089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -278089.593750 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -278089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -278089.593750 Penalty: 3723.814209
	Iteration 29F: 3 clusters Score -278089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -171528.390625 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -171528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -169409.359375 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -169409.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169898.515625 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -169898.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170137.890625 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -170137.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -170306.937500 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -170306.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -170476.218750 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -170476.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -170615.640625 Penalty: 3532.941895
	Iteration 5Q: 3 clusters Score -170615.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -170702.750000 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -170702.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170767.000000 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -170767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -170830.625000 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -170830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170864.843750 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -170864.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -170886.343750 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -170886.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170910.312500 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -170910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170930.156250 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -170930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170944.671875 Penalty: 3532.941895
	Iteration 13Q: 3 clusters Score -170944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170951.859375 Penalty: 3532.941895
	Iteration 14Q: 3 clusters Score -170951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170958.718750 Penalty: 3532.941895
	Iteration 15Q: 3 clusters Score -170958.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -170965.656250 Penalty: 3532.941895
	Iteration 16Q: 3 clusters Score -170965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170967.984375 Penalty: 3532.941895
	Iteration 17Q: 3 clusters Score -170968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170968.703125 Penalty: 3532.941895
	Iteration 18Q: 3 clusters Score -170968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170968.703125 Penalty: 3532.941895
	Iteration 19F: 3 clusters Score -170968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -155711.218750 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -155711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -153655.312500 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -153655.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154405.718750 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -154405.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155271.312500 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -155271.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156941.984375 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -156942 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -159463.578125 Penalty: 3525.283203
	Iteration 4F: 3 clusters Score -159463.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -160539.078125 Penalty: 3525.283203
	Iteration 5F: 3 clusters Score -160539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160993.734375 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -160993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -161100.546875 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -161100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -161250.203125 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -161250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -161622.453125 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -161622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -161756.718750 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -161756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -161756.718750 Penalty: 3525.283203
	Iteration 11F: 3 clusters Score -161756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 899 members 
Mstep: Class 35 contains 544 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 411 members 
Entering Unmasked Estep 
Score: -104109488.000000 Penalty: 123466.296875
Splitting cluster 27 changes total score from -104104064.000000 to -104109488.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -1278993.500000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -1278994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1272268.875000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -1272269 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1274104.750000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -1274105 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1274428.250000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -1274428 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1274704.500000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -1274704 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1274984.625000 Penalty: 4484.969238
	Iteration 4F: 3 clusters Score -1274985 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1275290.250000 Penalty: 4484.969238
	Iteration 5F: 3 clusters Score -1275290 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1275616.000000 Penalty: 4484.969238
	Iteration 6F: 3 clusters Score -1275616 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1275961.000000 Penalty: 4484.969238
	Iteration 7F: 3 clusters Score -1275961 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1276286.125000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -1276286 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1276588.500000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -1276588 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1276805.375000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -1276805 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1276942.125000 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -1276942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1277036.125000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -1277036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1277096.250000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -1277096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1277134.375000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -1277134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1277155.375000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -1277155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1277166.375000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -1277166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1277179.625000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -1277180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1277182.500000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -1277182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1277191.125000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -1277191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1277200.000000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -1277200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1277200.375000 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -1277200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1277204.500000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -1277204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1277207.375000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -1277207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1277210.375000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -1277210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1277209.875000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -1277210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1277210.625000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -1277211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1277213.750000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -1277214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1277214.875000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -1277215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1277217.000000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -1277217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1277219.500000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -1277220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1277218.500000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -1277218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1277220.250000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -1277220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1277222.250000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -1277222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1277226.375000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -1277226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1277227.750000 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -1277228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1277228.000000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -1277228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1277231.125000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -1277231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1277233.375000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -1277233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1277233.375000 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -1277233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1277232.750000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -1277233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1277232.000000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -1277232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1277232.750000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -1277233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1277235.500000 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -1277236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1277236.625000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -1277237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1277234.875000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -1277235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1277237.500000 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -1277238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1277239.250000 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -1277239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1277238.875000 Penalty: 4484.969238
	Iteration 48Q: 3 clusters Score -1277239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1277239.625000 Penalty: 4484.969238
	Iteration 49Q: 3 clusters Score -1277240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1277239.625000 Penalty: 4484.969238
	Iteration 50F: 3 clusters Score -1277240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Entering Unmasked Estep 
Score: -2240260.750000 Penalty: 2379.473145
	Iteration 0F: 2 clusters Score -2240261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2229563.500000 Penalty: 4758.946289
	Iteration 0F: 3 clusters Score -2229564 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2232854.750000 Penalty: 4758.946289
	Iteration 1F: 3 clusters Score -2232855 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2233171.750000 Penalty: 4758.946289
	Iteration 2F: 3 clusters Score -2233172 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2233418.000000 Penalty: 4758.946289
	Iteration 3Q: 3 clusters Score -2233418 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2233663.750000 Penalty: 4758.946289
	Iteration 4Q: 3 clusters Score -2233664 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2234015.750000 Penalty: 4758.946289
	Iteration 5Q: 3 clusters Score -2234016 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2234583.250000 Penalty: 4758.946289
	Iteration 6Q: 3 clusters Score -2234583 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2235347.000000 Penalty: 4758.946289
	Iteration 7F: 3 clusters Score -2235347 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2236172.000000 Penalty: 4758.946289
	Iteration 8F: 3 clusters Score -2236172 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2236967.250000 Penalty: 4758.946289
	Iteration 9F: 3 clusters Score -2236967 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2237732.750000 Penalty: 4758.946289
	Iteration 10F: 3 clusters Score -2237733 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2238315.750000 Penalty: 4758.946289
	Iteration 11F: 3 clusters Score -2238316 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2238715.250000 Penalty: 4758.946289
	Iteration 12Q: 3 clusters Score -2238715 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2239046.750000 Penalty: 4758.946289
	Iteration 13Q: 3 clusters Score -2239047 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2239296.250000 Penalty: 4758.946289
	Iteration 14Q: 3 clusters Score -2239296 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2239449.500000 Penalty: 4758.946289
	Iteration 15Q: 3 clusters Score -2239450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2239530.000000 Penalty: 4758.946289
	Iteration 16Q: 3 clusters Score -2239530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2239596.250000 Penalty: 4758.946289
	Iteration 17Q: 3 clusters Score -2239596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2239653.000000 Penalty: 4758.946289
	Iteration 18Q: 3 clusters Score -2239653 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2239693.750000 Penalty: 4758.946289
	Iteration 19Q: 3 clusters Score -2239694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2239721.500000 Penalty: 4758.946289
	Iteration 20F: 3 clusters Score -2239722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2239745.500000 Penalty: 4758.946289
	Iteration 21Q: 3 clusters Score -2239746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2239780.500000 Penalty: 4758.946289
	Iteration 22Q: 3 clusters Score -2239780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2239810.000000 Penalty: 4758.946289
	Iteration 23Q: 3 clusters Score -2239810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2239838.000000 Penalty: 4758.946289
	Iteration 24Q: 3 clusters Score -2239838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2239857.000000 Penalty: 4758.946289
	Iteration 25Q: 3 clusters Score -2239857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2239869.250000 Penalty: 4758.946289
	Iteration 26Q: 3 clusters Score -2239869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2239874.500000 Penalty: 4758.946289
	Iteration 27Q: 3 clusters Score -2239874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2239881.750000 Penalty: 4758.946289
	Iteration 28Q: 3 clusters Score -2239882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2239885.250000 Penalty: 4758.946289
	Iteration 29Q: 3 clusters Score -2239885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2239893.250000 Penalty: 4758.946289
	Iteration 30Q: 3 clusters Score -2239893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2239902.000000 Penalty: 4758.946289
	Iteration 31Q: 3 clusters Score -2239902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2239900.750000 Penalty: 4758.946289
	Iteration 32Q: 3 clusters Score -2239901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2239903.000000 Penalty: 4758.946289
	Iteration 33Q: 3 clusters Score -2239903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2239906.250000 Penalty: 4758.946289
	Iteration 34Q: 3 clusters Score -2239906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2239907.000000 Penalty: 4758.946289
	Iteration 35Q: 3 clusters Score -2239907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2239911.000000 Penalty: 4758.946289
	Iteration 36Q: 3 clusters Score -2239911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2239915.500000 Penalty: 4758.946289
	Iteration 37Q: 3 clusters Score -2239916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2239916.000000 Penalty: 4758.946289
	Iteration 38Q: 3 clusters Score -2239916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2239918.000000 Penalty: 4758.946289
	Iteration 39Q: 3 clusters Score -2239918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2239918.750000 Penalty: 4758.946289
	Iteration 40F: 3 clusters Score -2239919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2239917.000000 Penalty: 4758.946289
	Iteration 41Q: 3 clusters Score -2239917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2239917.000000 Penalty: 4758.946289
	Iteration 42F: 3 clusters Score -2239917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (154668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Entering Unmasked Estep 
Score: -23759030.000000 Penalty: 2963.361084
	Iteration 0F: 2 clusters Score -2.375903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -23686672.000000 Penalty: 5926.722168
	Iteration 0F: 3 clusters Score -2.368667e+07 nChanged 74161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -23730078.000000 Penalty: 5926.722168
	Iteration 1F: 3 clusters Score -2.373008e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -23731428.000000 Penalty: 5926.722168
	Iteration 2Q: 3 clusters Score -2.373143e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -23733024.000000 Penalty: 5926.722168
	Iteration 3Q: 3 clusters Score -2.373302e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -23735222.000000 Penalty: 5926.722168
	Iteration 4Q: 3 clusters Score -2.373522e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -23737988.000000 Penalty: 5926.722168
	Iteration 5Q: 3 clusters Score -2.373799e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -23741234.000000 Penalty: 5926.722168
	Iteration 6Q: 3 clusters Score -2.374123e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -23745648.000000 Penalty: 5926.722168
	Iteration 7F: 3 clusters Score -2.374565e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -23750640.000000 Penalty: 5926.722168
	Iteration 8F: 3 clusters Score -2.375064e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -23756148.000000 Penalty: 5926.722168
	Iteration 9F: 3 clusters Score -2.375615e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -23760930.000000 Penalty: 5926.722168
	Iteration 10F: 3 clusters Score -2.376093e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -23763700.000000 Penalty: 5926.722168
	Iteration 11Q: 3 clusters Score -2.37637e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -23764662.000000 Penalty: 5926.722168
	Iteration 12Q: 3 clusters Score -2.376466e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -23765008.000000 Penalty: 5926.722168
	Iteration 13Q: 3 clusters Score -2.376501e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -23765280.000000 Penalty: 5926.722168
	Iteration 14Q: 3 clusters Score -2.376528e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -23765244.000000 Penalty: 5926.722168
	Iteration 15Q: 3 clusters Score -2.376524e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -23765184.000000 Penalty: 5926.722168
	Iteration 16Q: 3 clusters Score -2.376518e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -23765252.000000 Penalty: 5926.722168
	Iteration 17Q: 3 clusters Score -2.376525e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -23765308.000000 Penalty: 5926.722168
	Iteration 18Q: 3 clusters Score -2.376531e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105470 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -23765170.000000 Penalty: 5926.722168
	Iteration 19Q: 3 clusters Score -2.376517e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -23765144.000000 Penalty: 5926.722168
	Iteration 20F: 3 clusters Score -2.376514e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -23765206.000000 Penalty: 5926.722168
	Iteration 21Q: 3 clusters Score -2.376521e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -23765138.000000 Penalty: 5926.722168
	Iteration 22Q: 3 clusters Score -2.376514e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -23764992.000000 Penalty: 5926.722168
	Iteration 23Q: 3 clusters Score -2.376499e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -23764972.000000 Penalty: 5926.722168
	Iteration 24Q: 3 clusters Score -2.376497e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -23765004.000000 Penalty: 5926.722168
	Iteration 25Q: 3 clusters Score -2.3765e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -23765030.000000 Penalty: 5926.722168
	Iteration 26Q: 3 clusters Score -2.376503e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -23765072.000000 Penalty: 5926.722168
	Iteration 27Q: 3 clusters Score -2.376507e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -23765138.000000 Penalty: 5926.722168
	Iteration 28Q: 3 clusters Score -2.376514e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -23764996.000000 Penalty: 5926.722168
	Iteration 29Q: 3 clusters Score -2.3765e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -23765182.000000 Penalty: 5926.722168
	Iteration 30Q: 3 clusters Score -2.376518e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -23765198.000000 Penalty: 5926.722168
	Iteration 31Q: 3 clusters Score -2.37652e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -23765196.000000 Penalty: 5926.722168
	Iteration 32Q: 3 clusters Score -2.37652e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -23765322.000000 Penalty: 5926.722168
	Iteration 33Q: 3 clusters Score -2.376532e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -23765468.000000 Penalty: 5926.722168
	Iteration 34Q: 3 clusters Score -2.376547e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105090 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -23765558.000000 Penalty: 5926.722168
	Iteration 35Q: 3 clusters Score -2.376556e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -23765636.000000 Penalty: 5926.722168
	Iteration 36Q: 3 clusters Score -2.376564e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -23765662.000000 Penalty: 5926.722168
	Iteration 37Q: 3 clusters Score -2.376566e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -23765638.000000 Penalty: 5926.722168
	Iteration 38Q: 3 clusters Score -2.376564e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -23765696.000000 Penalty: 5926.722168
	Iteration 39Q: 3 clusters Score -2.37657e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -23765844.000000 Penalty: 5926.722168
	Iteration 40F: 3 clusters Score -2.376584e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -23765984.000000 Penalty: 5926.722168
	Iteration 41Q: 3 clusters Score -2.376598e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -23766186.000000 Penalty: 5926.722168
	Iteration 42Q: 3 clusters Score -2.376619e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -23766190.000000 Penalty: 5926.722168
	Iteration 43Q: 3 clusters Score -2.376619e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -23766256.000000 Penalty: 5926.722168
	Iteration 44Q: 3 clusters Score -2.376626e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -23766286.000000 Penalty: 5926.722168
	Iteration 45Q: 3 clusters Score -2.376629e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -23766324.000000 Penalty: 5926.722168
	Iteration 46Q: 3 clusters Score -2.376632e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -23766316.000000 Penalty: 5926.722168
	Iteration 47Q: 3 clusters Score -2.376632e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -23766306.000000 Penalty: 5926.722168
	Iteration 48Q: 3 clusters Score -2.376631e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -23766302.000000 Penalty: 5926.722168
	Iteration 49Q: 3 clusters Score -2.37663e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -23766366.000000 Penalty: 5926.722168
	Iteration 50Q: 3 clusters Score -2.376637e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -23766460.000000 Penalty: 5926.722168
	Iteration 51Q: 3 clusters Score -2.376646e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -23766448.000000 Penalty: 5926.722168
	Iteration 52Q: 3 clusters Score -2.376645e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -23766608.000000 Penalty: 5926.722168
	Iteration 53Q: 3 clusters Score -2.376661e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -23766636.000000 Penalty: 5926.722168
	Iteration 54Q: 3 clusters Score -2.376664e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -23766676.000000 Penalty: 5926.722168
	Iteration 55Q: 3 clusters Score -2.376668e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91256 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -23766720.000000 Penalty: 5926.722168
	Iteration 56Q: 3 clusters Score -2.376672e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90622 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -23766670.000000 Penalty: 5926.722168
	Iteration 57Q: 3 clusters Score -2.376667e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -23766706.000000 Penalty: 5926.722168
	Iteration 58Q: 3 clusters Score -2.376671e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -23766692.000000 Penalty: 5926.722168
	Iteration 59Q: 3 clusters Score -2.376669e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -23766726.000000 Penalty: 5926.722168
	Iteration 60F: 3 clusters Score -2.376673e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -23766692.000000 Penalty: 5926.722168
	Iteration 61Q: 3 clusters Score -2.376669e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -23766754.000000 Penalty: 5926.722168
	Iteration 62Q: 3 clusters Score -2.376675e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -23766848.000000 Penalty: 5926.722168
	Iteration 63Q: 3 clusters Score -2.376685e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -23766906.000000 Penalty: 5926.722168
	Iteration 64Q: 3 clusters Score -2.376691e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -23766976.000000 Penalty: 5926.722168
	Iteration 65Q: 3 clusters Score -2.376698e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -23767370.000000 Penalty: 5926.722168
	Iteration 66Q: 3 clusters Score -2.376737e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -23767708.000000 Penalty: 5926.722168
	Iteration 67Q: 3 clusters Score -2.376771e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -23768024.000000 Penalty: 5926.722168
	Iteration 68Q: 3 clusters Score -2.376802e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73944 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -23768428.000000 Penalty: 5926.722168
	Iteration 69Q: 3 clusters Score -2.376843e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -23769092.000000 Penalty: 5926.722168
	Iteration 70Q: 3 clusters Score -2.376909e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -23769844.000000 Penalty: 5926.722168
	Iteration 71Q: 3 clusters Score -2.376984e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -23770876.000000 Penalty: 5926.722168
	Iteration 72Q: 3 clusters Score -2.377088e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -23772240.000000 Penalty: 5926.722168
	Iteration 73Q: 3 clusters Score -2.377224e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -23773670.000000 Penalty: 5926.722168
	Iteration 74Q: 3 clusters Score -2.377367e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -23774556.000000 Penalty: 5926.722168
	Iteration 75Q: 3 clusters Score -2.377456e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -23774510.000000 Penalty: 5926.722168
	Iteration 76Q: 3 clusters Score -2.377451e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 105163 members 
Entering Unmasked Estep 
Score: -23773512.000000 Penalty: 5926.722168
	Iteration 77Q: 3 clusters Score -2.377351e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 110484 members 
Entering Unmasked Estep 
Score: -23771510.000000 Penalty: 5926.722168
	Iteration 78Q: 3 clusters Score -2.377151e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 115935 members 
Entering Unmasked Estep 
Score: -23769080.000000 Penalty: 5926.722168
	Iteration 79Q: 3 clusters Score -2.376908e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 120852 members 
Entering Unmasked Estep 
Score: -23768354.000000 Penalty: 5926.722168
	Iteration 80F: 3 clusters Score -2.376835e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 127178 members 
Entering Unmasked Estep 
Score: -23766660.000000 Penalty: 5926.722168
	Iteration 81Q: 3 clusters Score -2.376666e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -23764372.000000 Penalty: 5926.722168
	Iteration 82Q: 3 clusters Score -2.376437e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -23762626.000000 Penalty: 5926.722168
	Iteration 83Q: 3 clusters Score -2.376263e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
Score: -23761120.000000 Penalty: 5926.722168
	Iteration 84Q: 3 clusters Score -2.376112e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -23759908.000000 Penalty: 5926.722168
	Iteration 85Q: 3 clusters Score -2.375991e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -23758830.000000 Penalty: 5926.722168
	Iteration 86Q: 3 clusters Score -2.375883e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 147755 members 
Entering Unmasked Estep 
Score: -23758244.000000 Penalty: 5926.722168
	Iteration 87Q: 3 clusters Score -2.375824e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -23757788.000000 Penalty: 5926.722168
	Iteration 88Q: 3 clusters Score -2.375779e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -23757536.000000 Penalty: 5926.722168
	Iteration 89Q: 3 clusters Score -2.375754e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 151113 members 
Entering Unmasked Estep 
Score: -23757326.000000 Penalty: 5926.722168
	Iteration 90Q: 3 clusters Score -2.375733e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -23757240.000000 Penalty: 5926.722168
	Iteration 91Q: 3 clusters Score -2.375724e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -23757188.000000 Penalty: 5926.722168
	Iteration 92Q: 3 clusters Score -2.375719e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 152684 members 
Entering Unmasked Estep 
Score: -23757128.000000 Penalty: 5926.722168
	Iteration 93Q: 3 clusters Score -2.375713e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -23757124.000000 Penalty: 5926.722168
	Iteration 94Q: 3 clusters Score -2.375712e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -23757108.000000 Penalty: 5926.722168
	Iteration 95Q: 3 clusters Score -2.375711e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 153329 members 
Entering Unmasked Estep 
Score: -23757126.000000 Penalty: 5926.722168
	Iteration 96Q: 3 clusters Score -2.375713e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -23757088.000000 Penalty: 5926.722168
	Iteration 97Q: 3 clusters Score -2.375709e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 153499 members 
Entering Unmasked Estep 
Score: -23757048.000000 Penalty: 5926.722168
	Iteration 98Q: 3 clusters Score -2.375705e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -23757052.000000 Penalty: 5926.722168
	Iteration 99Q: 3 clusters Score -2.375705e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -23757052.000000 Penalty: 5926.722168
	Iteration 100F: 3 clusters Score -2.375705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -23757074.000000 Penalty: 5926.722168
	Iteration 101Q: 3 clusters Score -2.375707e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -23757082.000000 Penalty: 5926.722168
	Iteration 102Q: 3 clusters Score -2.375708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 153753 members 
Entering Unmasked Estep 
Score: -23757078.000000 Penalty: 5926.722168
	Iteration 103Q: 3 clusters Score -2.375708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -23757082.000000 Penalty: 5926.722168
	Iteration 104Q: 3 clusters Score -2.375708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -23757088.000000 Penalty: 5926.722168
	Iteration 105Q: 3 clusters Score -2.375709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -23757116.000000 Penalty: 5926.722168
	Iteration 106Q: 3 clusters Score -2.375712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -23757102.000000 Penalty: 5926.722168
	Iteration 107Q: 3 clusters Score -2.37571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 153836 members 
Entering Unmasked Estep 
Score: -23757118.000000 Penalty: 5926.722168
	Iteration 108Q: 3 clusters Score -2.375712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -23757126.000000 Penalty: 5926.722168
	Iteration 109Q: 3 clusters Score -2.375713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -23757130.000000 Penalty: 5926.722168
	Iteration 110Q: 3 clusters Score -2.375713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -23757122.000000 Penalty: 5926.722168
	Iteration 111Q: 3 clusters Score -2.375712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -23757120.000000 Penalty: 5926.722168
	Iteration 112Q: 3 clusters Score -2.375712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 153866 members 
Entering Unmasked Estep 
Score: -23757110.000000 Penalty: 5926.722168
	Iteration 113Q: 3 clusters Score -2.375711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 153864 members 
Entering Unmasked Estep 
Score: -23757116.000000 Penalty: 5926.722168
	Iteration 114Q: 3 clusters Score -2.375712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -23757128.000000 Penalty: 5926.722168
	Iteration 115Q: 3 clusters Score -2.375713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 153873 members 
Entering Unmasked Estep 
Score: -23757102.000000 Penalty: 5926.722168
	Iteration 116Q: 3 clusters Score -2.37571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -23757092.000000 Penalty: 5926.722168
	Iteration 117Q: 3 clusters Score -2.375709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -23757100.000000 Penalty: 5926.722168
	Iteration 118Q: 3 clusters Score -2.37571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -23757106.000000 Penalty: 5926.722168
	Iteration 119Q: 3 clusters Score -2.375711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 153887 members 
Entering Unmasked Estep 
Score: -23757104.000000 Penalty: 5926.722168
	Iteration 120F: 3 clusters Score -2.37571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -23757108.000000 Penalty: 5926.722168
	Iteration 121Q: 3 clusters Score -2.375711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -23757108.000000 Penalty: 5926.722168
	Iteration 122F: 3 clusters Score -2.375711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -429114.656250 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -429114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425634.593750 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -425634.6 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -426505.875000 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -426505.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -426986.000000 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -426986 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -427426.687500 Penalty: 4025.150146
	Iteration 3F: 3 clusters Score -427426.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -427859.718750 Penalty: 4025.150146
	Iteration 4F: 3 clusters Score -427859.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -428115.218750 Penalty: 4025.150146
	Iteration 5F: 3 clusters Score -428115.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428290.218750 Penalty: 4025.150146
	Iteration 6F: 3 clusters Score -428290.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -428387.625000 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -428387.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -428465.093750 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -428465.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -428504.312500 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -428504.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -428529.625000 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -428529.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -428547.437500 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -428547.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -428559.562500 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -428559.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428566.062500 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -428566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428566.750000 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -428566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -428567.312500 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -428567.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -428567.312500 Penalty: 4025.150146
	Iteration 16F: 3 clusters Score -428567.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -278558.125000 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -278558.1 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 951 members 
Entering Unmasked Estep 
Score: -275991.812500 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -275991.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -276438.437500 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -276438.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -276567.625000 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -276567.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -276645.937500 Penalty: 3742.513184
	Iteration 3Q: 3 clusters Score -276645.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -276693.375000 Penalty: 3742.513184
	Iteration 4Q: 3 clusters Score -276693.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -276740.937500 Penalty: 3742.513184
	Iteration 5Q: 3 clusters Score -276740.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -276781.750000 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -276781.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -276825.656250 Penalty: 3742.513184
	Iteration 7Q: 3 clusters Score -276825.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -276858.781250 Penalty: 3742.513184
	Iteration 8Q: 3 clusters Score -276858.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -276878.625000 Penalty: 3742.513184
	Iteration 9Q: 3 clusters Score -276878.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -276901.656250 Penalty: 3742.513184
	Iteration 10Q: 3 clusters Score -276901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -276919.875000 Penalty: 3742.513184
	Iteration 11Q: 3 clusters Score -276919.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -276938.250000 Penalty: 3742.513184
	Iteration 12Q: 3 clusters Score -276938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -276950.375000 Penalty: 3742.513184
	Iteration 13Q: 3 clusters Score -276950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276967.531250 Penalty: 3742.513184
	Iteration 14Q: 3 clusters Score -276967.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276984.562500 Penalty: 3742.513184
	Iteration 15Q: 3 clusters Score -276984.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -276994.968750 Penalty: 3742.513184
	Iteration 16Q: 3 clusters Score -276995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277001.906250 Penalty: 3742.513184
	Iteration 17Q: 3 clusters Score -277001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -277008.218750 Penalty: 3742.513184
	Iteration 18Q: 3 clusters Score -277008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -277014.593750 Penalty: 3742.513184
	Iteration 19Q: 3 clusters Score -277014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277021.875000 Penalty: 3742.513184
	Iteration 20F: 3 clusters Score -277021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277026.406250 Penalty: 3742.513184
	Iteration 21Q: 3 clusters Score -277026.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -277030.250000 Penalty: 3742.513184
	Iteration 22Q: 3 clusters Score -277030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -277033.093750 Penalty: 3742.513184
	Iteration 23Q: 3 clusters Score -277033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -277035.343750 Penalty: 3742.513184
	Iteration 24Q: 3 clusters Score -277035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277036.812500 Penalty: 3742.513184
	Iteration 25Q: 3 clusters Score -277036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277037.531250 Penalty: 3742.513184
	Iteration 26Q: 3 clusters Score -277037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277039.000000 Penalty: 3742.513184
	Iteration 27Q: 3 clusters Score -277039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -277040.125000 Penalty: 3742.513184
	Iteration 28Q: 3 clusters Score -277040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -277040.125000 Penalty: 3742.513184
	Iteration 29F: 3 clusters Score -277040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -628215.250000 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -628215.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -624047.187500 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -624047.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -625142.125000 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -625142.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -625422.000000 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -625422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -625615.687500 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -625615.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -625754.875000 Penalty: 4170.612793
	Iteration 4Q: 3 clusters Score -625754.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -625872.625000 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -625872.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -625947.875000 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -625947.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -626016.750000 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -626016.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -626078.187500 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -626078.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -626135.312500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -626135.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -626189.125000 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -626189.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -626232.187500 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -626232.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -626263.250000 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -626263.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -626298.375000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -626298.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -626332.250000 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -626332.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -626370.625000 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -626370.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -626409.125000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -626409.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -626442.125000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -626442.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -626472.437500 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -626472.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -626492.000000 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -626492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -626517.625000 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -626517.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -626556.500000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -626556.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -626601.187500 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -626601.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -626639.500000 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -626639.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -626663.500000 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -626663.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -626679.937500 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -626679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -626692.625000 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -626692.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -626705.187500 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -626705.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -626719.062500 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -626719.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -626730.000000 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -626730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -626736.312500 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -626736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -626742.000000 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -626742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -626749.375000 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -626749.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -626756.437500 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -626756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -626759.875000 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -626759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -626767.875000 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -626767.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -626774.437500 Penalty: 4170.612793
	Iteration 36Q: 3 clusters Score -626774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -626778.562500 Penalty: 4170.612793
	Iteration 37Q: 3 clusters Score -626778.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -626782.812500 Penalty: 4170.612793
	Iteration 38Q: 3 clusters Score -626782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -626784.062500 Penalty: 4170.612793
	Iteration 39Q: 3 clusters Score -626784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -626788.562500 Penalty: 4170.612793
	Iteration 40F: 3 clusters Score -626788.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -626792.812500 Penalty: 4170.612793
	Iteration 41Q: 3 clusters Score -626792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -626794.812500 Penalty: 4170.612793
	Iteration 42Q: 3 clusters Score -626794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -626795.562500 Penalty: 4170.612793
	Iteration 43Q: 3 clusters Score -626795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -626796.187500 Penalty: 4170.612793
	Iteration 44Q: 3 clusters Score -626796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -626797.750000 Penalty: 4170.612793
	Iteration 45Q: 3 clusters Score -626797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -626799.312500 Penalty: 4170.612793
	Iteration 46Q: 3 clusters Score -626799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -626799.500000 Penalty: 4170.612793
	Iteration 47Q: 3 clusters Score -626799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -626799.500000 Penalty: 4170.612793
	Iteration 48F: 3 clusters Score -626799.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -98502.109375 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -98502.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97017.570312 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -97017.57 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98825.953125 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -98825.95 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -99728.679688 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -99728.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -100794.125000 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -100794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -101247.953125 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -101248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -101631.523438 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -101631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -101831.945312 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -101831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -101831.945312 Penalty: 3373.436279
	Iteration 7F: 3 clusters Score -101831.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 142 members 
Mstep: Class 35 contains 544 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 411 members 
Mstep: Class 38 contains 757 members 
Entering Unmasked Estep 
Score: -104111208.000000 Penalty: 126803.226562
Splitting cluster 34 changes total score from -104104064.000000 to -104111208.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24812 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 219132 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 2549 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 14587 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17097 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1240 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 14686 members 
Mstep: Class 30 contains 154668 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 4485 members 
Mstep: Class 34 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104111936.000000 Penalty: 126803.226562
Iteration 79Q: 39 clusters Score -1.041119e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 24825 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 401 members 
Mstep: Class 6 contains 11441 members 
Mstep: Class 7 contains 14920 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 5066 members 
Mstep: Class 10 contains 45614 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 653 members 
Mstep: Class 13 contains 5102 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 219484 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 14572 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 17135 members 
Mstep: Class 24 contains 20092 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8455 members 
Mstep: Class 29 contains 14694 members 
Mstep: Class 30 contains 154477 members 
Mstep: Class 31 contains 3343 members 
Mstep: Class 32 contains 1894 members 
Mstep: Class 33 contains 4498 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 535 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 417 members 
Mstep: Class 38 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115144.000000 Penalty: 126803.226562
Iteration 80F: 39 clusters Score -1.041151e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 15150 members 
Mstep: Class 3 contains 24830 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 11385 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 45639 members 
Mstep: Class 11 contains 4813 members 
Mstep: Class 12 contains 641 members 
Mstep: Class 13 contains 5080 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 40810 members 
Mstep: Class 17 contains 219851 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 14536 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17167 members 
Mstep: Class 24 contains 20071 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 14703 members 
Mstep: Class 30 contains 155803 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 1895 members 
Mstep: Class 33 contains 4511 members 
Mstep: Class 34 contains 174 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 106 members 
Mstep: Class 37 contains 422 members 
Mstep: Class 38 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115464.000000 Penalty: 126803.226562
Iteration 81Q: 39 clusters Score -1.041155e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 15154 members 
Mstep: Class 3 contains 24785 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 11327 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 5064 members 
Mstep: Class 10 contains 45691 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 40815 members 
Mstep: Class 17 contains 219764 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 2552 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 14474 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17211 members 
Mstep: Class 24 contains 20081 members 
Mstep: Class 25 contains 1821 members 
Mstep: Class 26 contains 1221 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8469 members 
Mstep: Class 29 contains 14730 members 
Mstep: Class 30 contains 156788 members 
Mstep: Class 31 contains 3292 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 4531 members 
Mstep: Class 34 contains 175 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 424 members 
Mstep: Class 38 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104115728.000000 Penalty: 126803.226562
Iteration 82Q: 39 clusters Score -1.041157e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 15159 members 
Mstep: Class 3 contains 24743 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 380 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 14879 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 45717 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 40822 members 
Mstep: Class 17 contains 219446 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 2563 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 14414 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17268 members 
Mstep: Class 24 contains 20075 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1210 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8472 members 
Mstep: Class 29 contains 14760 members 
Mstep: Class 30 contains 157598 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 427 members 
Mstep: Class 38 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116552.000000 Penalty: 126803.226562
Iteration 83Q: 39 clusters Score -1.041166e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 24620 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 5062 members 
Mstep: Class 10 contains 45705 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 219094 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 14364 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17343 members 
Mstep: Class 24 contains 20080 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1201 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 14783 members 
Mstep: Class 30 contains 158311 members 
Mstep: Class 31 contains 3268 members 
Mstep: Class 32 contains 1909 members 
Mstep: Class 33 contains 4576 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 523 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 429 members 
Mstep: Class 38 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116832.000000 Penalty: 126803.226562
Iteration 84Q: 39 clusters Score -1.041168e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 15168 members 
Mstep: Class 3 contains 24497 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 371 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 5061 members 
Mstep: Class 10 contains 45670 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 5065 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 218816 members 
Mstep: Class 18 contains 3759 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 9268 members 
Mstep: Class 21 contains 14295 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17435 members 
Mstep: Class 24 contains 20070 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1193 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 14802 members 
Mstep: Class 30 contains 158890 members 
Mstep: Class 31 contains 3263 members 
Mstep: Class 32 contains 1914 members 
Mstep: Class 33 contains 4593 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 433 members 
Mstep: Class 38 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117472.000000 Penalty: 126803.226562
Iteration 85Q: 39 clusters Score -1.041175e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 15171 members 
Mstep: Class 3 contains 24376 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 14902 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5060 members 
Mstep: Class 10 contains 45604 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 40837 members 
Mstep: Class 17 contains 218605 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 9278 members 
Mstep: Class 21 contains 14255 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17530 members 
Mstep: Class 24 contains 20054 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1187 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8495 members 
Mstep: Class 29 contains 14839 members 
Mstep: Class 30 contains 159333 members 
Mstep: Class 31 contains 3255 members 
Mstep: Class 32 contains 1917 members 
Mstep: Class 33 contains 4622 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3117.196777 but Gain 3336.929688
Score: -104117688.000000 Penalty: 123466.296875
Iteration 86Q: 38 clusters Score -1.041177e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 15174 members 
Mstep: Class 3 contains 24324 members 
Mstep: Class 4 contains 1733 members 
Mstep: Class 5 contains 365 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 14970 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 45551 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 5130 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 40858 members 
Mstep: Class 17 contains 218450 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 2604 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 14207 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17640 members 
Mstep: Class 24 contains 20055 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1180 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8511 members 
Mstep: Class 29 contains 14904 members 
Mstep: Class 30 contains 161477 members 
Mstep: Class 31 contains 3252 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 4646 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119712.000000 Penalty: 123466.296875
Iteration 87Q: 38 clusters Score -1.041197e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 24305 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 361 members 
Mstep: Class 6 contains 11043 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 5055 members 
Mstep: Class 10 contains 45477 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 218065 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 9327 members 
Mstep: Class 21 contains 14178 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17748 members 
Mstep: Class 24 contains 20020 members 
Mstep: Class 25 contains 1819 members 
Mstep: Class 26 contains 1168 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 14963 members 
Mstep: Class 30 contains 161936 members 
Mstep: Class 31 contains 3243 members 
Mstep: Class 32 contains 1933 members 
Mstep: Class 33 contains 4661 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104120008.000000 Penalty: 123466.296875
Iteration 88Q: 38 clusters Score -1.0412e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 15183 members 
Mstep: Class 3 contains 24304 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 10984 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 5054 members 
Mstep: Class 10 contains 45356 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 40855 members 
Mstep: Class 17 contains 218061 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 9324 members 
Mstep: Class 21 contains 14168 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17859 members 
Mstep: Class 24 contains 19985 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1156 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8523 members 
Mstep: Class 29 contains 15011 members 
Mstep: Class 30 contains 162042 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 1943 members 
Mstep: Class 33 contains 4667 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119560.000000 Penalty: 123466.296875
Iteration 89Q: 38 clusters Score -1.041196e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 15183 members 
Mstep: Class 3 contains 24300 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 15003 members 
Mstep: Class 8 contains 2720 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 218206 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 2654 members 
Mstep: Class 20 contains 9339 members 
Mstep: Class 21 contains 14155 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 17944 members 
Mstep: Class 24 contains 19965 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 1152 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8534 members 
Mstep: Class 29 contains 15074 members 
Mstep: Class 30 contains 161977 members 
Mstep: Class 31 contains 3214 members 
Mstep: Class 32 contains 1947 members 
Mstep: Class 33 contains 4675 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119496.000000 Penalty: 123466.296875
Iteration 90Q: 38 clusters Score -1.041195e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 15187 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 10895 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 45116 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5082 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 40851 members 
Mstep: Class 17 contains 218453 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 2663 members 
Mstep: Class 20 contains 9354 members 
Mstep: Class 21 contains 14139 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18025 members 
Mstep: Class 24 contains 19953 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 161774 members 
Mstep: Class 31 contains 3203 members 
Mstep: Class 32 contains 1951 members 
Mstep: Class 33 contains 4684 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119592.000000 Penalty: 123466.296875
Iteration 91Q: 38 clusters Score -1.041196e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 15187 members 
Mstep: Class 3 contains 24344 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 336 members 
Mstep: Class 6 contains 10866 members 
Mstep: Class 7 contains 15004 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 45037 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 40849 members 
Mstep: Class 17 contains 218783 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 9370 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18106 members 
Mstep: Class 24 contains 19929 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8549 members 
Mstep: Class 29 contains 15187 members 
Mstep: Class 30 contains 161481 members 
Mstep: Class 31 contains 3192 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119304.000000 Penalty: 123466.296875
Iteration 92Q: 38 clusters Score -1.041193e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 15187 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 10833 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 44973 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 40844 members 
Mstep: Class 17 contains 219141 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 9381 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18169 members 
Mstep: Class 24 contains 19919 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8554 members 
Mstep: Class 29 contains 15232 members 
Mstep: Class 30 contains 161155 members 
Mstep: Class 31 contains 3179 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104119048.000000 Penalty: 123466.296875
Iteration 93Q: 38 clusters Score -1.04119e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 15188 members 
Mstep: Class 3 contains 24384 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 331 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 14993 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 44925 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 219507 members 
Mstep: Class 18 contains 3777 members 
Mstep: Class 19 contains 2710 members 
Mstep: Class 20 contains 9390 members 
Mstep: Class 21 contains 14119 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18242 members 
Mstep: Class 24 contains 19911 members 
Mstep: Class 25 contains 1814 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8560 members 
Mstep: Class 29 contains 15268 members 
Mstep: Class 30 contains 160824 members 
Mstep: Class 31 contains 3158 members 
Mstep: Class 32 contains 1959 members 
Mstep: Class 33 contains 4691 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118800.000000 Penalty: 123466.296875
Iteration 94Q: 38 clusters Score -1.041188e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 24402 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 14983 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 44901 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 17 contains 219875 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 2735 members 
Mstep: Class 20 contains 9401 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18303 members 
Mstep: Class 24 contains 19900 members 
Mstep: Class 25 contains 1815 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 15305 members 
Mstep: Class 30 contains 160456 members 
Mstep: Class 31 contains 3130 members 
Mstep: Class 32 contains 1960 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 104 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118336.000000 Penalty: 123466.296875
Iteration 95Q: 38 clusters Score -1.041183e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 24424 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 14973 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 44888 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 40832 members 
Mstep: Class 17 contains 220153 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 9409 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18377 members 
Mstep: Class 24 contains 19904 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 15335 members 
Mstep: Class 30 contains 160138 members 
Mstep: Class 31 contains 3107 members 
Mstep: Class 32 contains 1964 members 
Mstep: Class 33 contains 4688 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118536.000000 Penalty: 123466.296875
Iteration 96Q: 38 clusters Score -1.041185e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 24458 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 44901 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 40827 members 
Mstep: Class 17 contains 220401 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18464 members 
Mstep: Class 24 contains 19910 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 15355 members 
Mstep: Class 30 contains 159844 members 
Mstep: Class 31 contains 3085 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 4682 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118056.000000 Penalty: 123466.296875
Iteration 97Q: 38 clusters Score -1.041181e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 24481 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 14948 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 44921 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40823 members 
Mstep: Class 17 contains 220683 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 9429 members 
Mstep: Class 21 contains 14105 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18534 members 
Mstep: Class 24 contains 19909 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 15374 members 
Mstep: Class 30 contains 159524 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 1966 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117744.000000 Penalty: 123466.296875
Iteration 98Q: 38 clusters Score -1.041177e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 24495 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 44950 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5026 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 40814 members 
Mstep: Class 17 contains 220937 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 9437 members 
Mstep: Class 21 contains 14098 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18589 members 
Mstep: Class 24 contains 19912 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 15409 members 
Mstep: Class 30 contains 159212 members 
Mstep: Class 31 contains 3050 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 103 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117504.000000 Penalty: 123466.296875
Iteration 99Q: 38 clusters Score -1.041175e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 15187 members 
Mstep: Class 3 contains 24514 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 10719 members 
Mstep: Class 7 contains 14934 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 44999 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 221194 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 9442 members 
Mstep: Class 21 contains 14095 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18647 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8568 members 
Mstep: Class 29 contains 15443 members 
Mstep: Class 30 contains 158899 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 1968 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 176 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117920.000000 Penalty: 123466.296875
Iteration 100F: 38 clusters Score -1.041179e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 15185 members 
Mstep: Class 3 contains 24550 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 14935 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 45042 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 221445 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 9447 members 
Mstep: Class 21 contains 14076 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18710 members 
Mstep: Class 24 contains 19910 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8569 members 
Mstep: Class 29 contains 15472 members 
Mstep: Class 30 contains 158566 members 
Mstep: Class 31 contains 3024 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 4683 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118208.000000 Penalty: 123466.296875
Iteration 101Q: 38 clusters Score -1.041182e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 15183 members 
Mstep: Class 3 contains 24602 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 10684 members 
Mstep: Class 7 contains 14937 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 45108 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 40799 members 
Mstep: Class 17 contains 221636 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 9454 members 
Mstep: Class 21 contains 14063 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18775 members 
Mstep: Class 24 contains 19917 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8570 members 
Mstep: Class 29 contains 15499 members 
Mstep: Class 30 contains 158261 members 
Mstep: Class 31 contains 3005 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 4685 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118016.000000 Penalty: 123466.296875
Iteration 102Q: 38 clusters Score -1.04118e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 24631 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 45180 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 221831 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 9462 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18834 members 
Mstep: Class 24 contains 19912 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 15521 members 
Mstep: Class 30 contains 157988 members 
Mstep: Class 31 contains 2989 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 4689 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118024.000000 Penalty: 123466.296875
Iteration 103Q: 38 clusters Score -1.04118e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 14926 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 5044 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 40793 members 
Mstep: Class 17 contains 222009 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 9470 members 
Mstep: Class 21 contains 14051 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18886 members 
Mstep: Class 24 contains 19910 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1114 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8577 members 
Mstep: Class 29 contains 15547 members 
Mstep: Class 30 contains 157706 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 1981 members 
Mstep: Class 33 contains 4692 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117960.000000 Penalty: 123466.296875
Iteration 104Q: 38 clusters Score -1.04118e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 15186 members 
Mstep: Class 3 contains 24698 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 5042 members 
Mstep: Class 10 contains 45325 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 222146 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 9476 members 
Mstep: Class 21 contains 14046 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 18954 members 
Mstep: Class 24 contains 19914 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8580 members 
Mstep: Class 29 contains 15567 members 
Mstep: Class 30 contains 157446 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 102 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104118144.000000 Penalty: 123466.296875
Iteration 105Q: 38 clusters Score -1.041181e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 24723 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 222345 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 9486 members 
Mstep: Class 21 contains 14043 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19015 members 
Mstep: Class 24 contains 19908 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1096 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 15584 members 
Mstep: Class 30 contains 157144 members 
Mstep: Class 31 contains 2919 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 4696 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117984.000000 Penalty: 123466.296875
Iteration 106Q: 38 clusters Score -1.04118e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 3 contains 24741 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10645 members 
Mstep: Class 7 contains 14924 members 
Mstep: Class 8 contains 2705 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 45470 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 222508 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 9499 members 
Mstep: Class 21 contains 14035 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19100 members 
Mstep: Class 24 contains 19907 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1089 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 15601 members 
Mstep: Class 30 contains 156889 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 4694 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117896.000000 Penalty: 123466.296875
Iteration 107Q: 38 clusters Score -1.041179e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 15193 members 
Mstep: Class 3 contains 24744 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 40786 members 
Mstep: Class 17 contains 222716 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 14030 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19172 members 
Mstep: Class 24 contains 19911 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1080 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8584 members 
Mstep: Class 29 contains 15619 members 
Mstep: Class 30 contains 156603 members 
Mstep: Class 31 contains 2877 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 4695 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117784.000000 Penalty: 123466.296875
Iteration 108Q: 38 clusters Score -1.041178e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 15195 members 
Mstep: Class 3 contains 24736 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 40784 members 
Mstep: Class 17 contains 222869 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 9518 members 
Mstep: Class 21 contains 14024 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19237 members 
Mstep: Class 24 contains 19917 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8584 members 
Mstep: Class 29 contains 15630 members 
Mstep: Class 30 contains 156358 members 
Mstep: Class 31 contains 2865 members 
Mstep: Class 32 contains 2003 members 
Mstep: Class 33 contains 4699 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117696.000000 Penalty: 123466.296875
Iteration 109Q: 38 clusters Score -1.041177e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 15198 members 
Mstep: Class 3 contains 24739 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10633 members 
Mstep: Class 7 contains 14912 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 45704 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 222963 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 9522 members 
Mstep: Class 21 contains 14018 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19294 members 
Mstep: Class 24 contains 19905 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8585 members 
Mstep: Class 29 contains 15649 members 
Mstep: Class 30 contains 156164 members 
Mstep: Class 31 contains 2854 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4699 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117496.000000 Penalty: 123466.296875
Iteration 110Q: 38 clusters Score -1.041175e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 15198 members 
Mstep: Class 3 contains 24737 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 5042 members 
Mstep: Class 10 contains 45791 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 40774 members 
Mstep: Class 17 contains 223080 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 9524 members 
Mstep: Class 21 contains 14005 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19360 members 
Mstep: Class 24 contains 19900 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8587 members 
Mstep: Class 29 contains 15663 members 
Mstep: Class 30 contains 155959 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4702 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117456.000000 Penalty: 123466.296875
Iteration 111Q: 38 clusters Score -1.041175e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 15199 members 
Mstep: Class 3 contains 24737 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 2695 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 45865 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 40773 members 
Mstep: Class 17 contains 223212 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 20 contains 9530 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19418 members 
Mstep: Class 24 contains 19889 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8588 members 
Mstep: Class 29 contains 15671 members 
Mstep: Class 30 contains 155751 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4702 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117240.000000 Penalty: 123466.296875
Iteration 112Q: 38 clusters Score -1.041172e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 15201 members 
Mstep: Class 3 contains 24734 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10630 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 45942 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4973 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 223335 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 9533 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 19880 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8590 members 
Mstep: Class 29 contains 15677 members 
Mstep: Class 30 contains 155542 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116960.000000 Penalty: 123466.296875
Iteration 113Q: 38 clusters Score -1.04117e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 15203 members 
Mstep: Class 3 contains 24740 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10628 members 
Mstep: Class 7 contains 14905 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46022 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 40768 members 
Mstep: Class 17 contains 223465 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 9536 members 
Mstep: Class 21 contains 13989 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19531 members 
Mstep: Class 24 contains 19869 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8590 members 
Mstep: Class 29 contains 15691 members 
Mstep: Class 30 contains 155322 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4707 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116744.000000 Penalty: 123466.296875
Iteration 114Q: 38 clusters Score -1.041167e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 24744 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10621 members 
Mstep: Class 7 contains 14898 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46091 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 223583 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 20 contains 9536 members 
Mstep: Class 21 contains 13981 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19594 members 
Mstep: Class 24 contains 19861 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15703 members 
Mstep: Class 30 contains 155148 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4708 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116664.000000 Penalty: 123466.296875
Iteration 115Q: 38 clusters Score -1.041167e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 15207 members 
Mstep: Class 3 contains 24740 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10617 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46168 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 223712 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 9539 members 
Mstep: Class 21 contains 13977 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19669 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8592 members 
Mstep: Class 29 contains 15708 members 
Mstep: Class 30 contains 154964 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4707 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116728.000000 Penalty: 123466.296875
Iteration 116Q: 38 clusters Score -1.041167e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 15209 members 
Mstep: Class 3 contains 24741 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46246 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 223797 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 9544 members 
Mstep: Class 21 contains 13983 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19756 members 
Mstep: Class 24 contains 19841 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8592 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 154798 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104116712.000000 Penalty: 123466.296875
Iteration 117Q: 38 clusters Score -1.041167e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 15210 members 
Mstep: Class 3 contains 24736 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10617 members 
Mstep: Class 7 contains 14890 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46330 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 223868 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 9549 members 
Mstep: Class 21 contains 13982 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19838 members 
Mstep: Class 24 contains 19844 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 15717 members 
Mstep: Class 30 contains 154638 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4706 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104117008.000000 Penalty: 123466.296875
Iteration 118Q: 38 clusters Score -1.04117e+08 nChanged 930
Entering ConstructFrom: 
Score: -104117008.000000 Penalty: 123466.296875
Entering ConstructFrom: 
Trying to split cluster 1 (34077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Entering Unmasked Estep 
Score: -5150897.000000 Penalty: 2588.221680
	Iteration 0F: 2 clusters Score -5150897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5127694.500000 Penalty: 5176.443359
	Iteration 0F: 3 clusters Score -5127694 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5136160.500000 Penalty: 5176.443359
	Iteration 1F: 3 clusters Score -5136160 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5136944.000000 Penalty: 5176.443359
	Iteration 2F: 3 clusters Score -5136944 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5137857.000000 Penalty: 5176.443359
	Iteration 3F: 3 clusters Score -5137857 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5139059.500000 Penalty: 5176.443359
	Iteration 4F: 3 clusters Score -5139060 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5140560.000000 Penalty: 5176.443359
	Iteration 5F: 3 clusters Score -5140560 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -5142256.000000 Penalty: 5176.443359
	Iteration 6F: 3 clusters Score -5142256 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -5144076.500000 Penalty: 5176.443359
	Iteration 7F: 3 clusters Score -5144076 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5145776.500000 Penalty: 5176.443359
	Iteration 8F: 3 clusters Score -5145776 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5147187.500000 Penalty: 5176.443359
	Iteration 9Q: 3 clusters Score -5147188 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -5148290.000000 Penalty: 5176.443359
	Iteration 10Q: 3 clusters Score -5148290 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5149187.500000 Penalty: 5176.443359
	Iteration 11Q: 3 clusters Score -5149188 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5149779.000000 Penalty: 5176.443359
	Iteration 12Q: 3 clusters Score -5149779 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5150161.500000 Penalty: 5176.443359
	Iteration 13Q: 3 clusters Score -5150162 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -5150352.500000 Penalty: 5176.443359
	Iteration 14Q: 3 clusters Score -5150352 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -5150465.500000 Penalty: 5176.443359
	Iteration 15Q: 3 clusters Score -5150466 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5150557.000000 Penalty: 5176.443359
	Iteration 16Q: 3 clusters Score -5150557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -5150600.500000 Penalty: 5176.443359
	Iteration 17Q: 3 clusters Score -5150600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5150617.500000 Penalty: 5176.443359
	Iteration 18Q: 3 clusters Score -5150618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -5150651.000000 Penalty: 5176.443359
	Iteration 19Q: 3 clusters Score -5150651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -5150677.000000 Penalty: 5176.443359
	Iteration 20F: 3 clusters Score -5150677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -5150717.500000 Penalty: 5176.443359
	Iteration 21Q: 3 clusters Score -5150718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -5150744.000000 Penalty: 5176.443359
	Iteration 22Q: 3 clusters Score -5150744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5150777.500000 Penalty: 5176.443359
	Iteration 23Q: 3 clusters Score -5150778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5150809.500000 Penalty: 5176.443359
	Iteration 24Q: 3 clusters Score -5150810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -5150853.500000 Penalty: 5176.443359
	Iteration 25Q: 3 clusters Score -5150854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5150875.500000 Penalty: 5176.443359
	Iteration 26Q: 3 clusters Score -5150876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -5150914.000000 Penalty: 5176.443359
	Iteration 27Q: 3 clusters Score -5150914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5150929.000000 Penalty: 5176.443359
	Iteration 28Q: 3 clusters Score -5150929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -5150932.500000 Penalty: 5176.443359
	Iteration 29Q: 3 clusters Score -5150932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5150948.000000 Penalty: 5176.443359
	Iteration 30Q: 3 clusters Score -5150948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -5150942.500000 Penalty: 5176.443359
	Iteration 31Q: 3 clusters Score -5150942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -5150949.500000 Penalty: 5176.443359
	Iteration 32Q: 3 clusters Score -5150950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5150955.500000 Penalty: 5176.443359
	Iteration 33Q: 3 clusters Score -5150956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5150953.500000 Penalty: 5176.443359
	Iteration 34Q: 3 clusters Score -5150954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5150951.500000 Penalty: 5176.443359
	Iteration 35Q: 3 clusters Score -5150952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5150951.500000 Penalty: 5176.443359
	Iteration 36F: 3 clusters Score -5150952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24746 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 32457 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 223922 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 154497 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
Score: -104116080.000000 Penalty: 126803.226562
Splitting cluster 1 changes total score from -104117008.000000 to -104116080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Entering Unmasked Estep 
Score: -2316328.250000 Penalty: 2388.135010
	Iteration 0F: 2 clusters Score -2316328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2305242.000000 Penalty: 4776.270020
	Iteration 0F: 3 clusters Score -2305242 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2308764.000000 Penalty: 4776.270020
	Iteration 1F: 3 clusters Score -2308764 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2309177.250000 Penalty: 4776.270020
	Iteration 2F: 3 clusters Score -2309177 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2309536.750000 Penalty: 4776.270020
	Iteration 3F: 3 clusters Score -2309537 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2309822.250000 Penalty: 4776.270020
	Iteration 4Q: 3 clusters Score -2309822 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2310129.250000 Penalty: 4776.270020
	Iteration 5Q: 3 clusters Score -2310129 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2310479.250000 Penalty: 4776.270020
	Iteration 6Q: 3 clusters Score -2310479 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2310941.750000 Penalty: 4776.270020
	Iteration 7F: 3 clusters Score -2310942 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2311547.750000 Penalty: 4776.270020
	Iteration 8F: 3 clusters Score -2311548 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2312263.250000 Penalty: 4776.270020
	Iteration 9F: 3 clusters Score -2312263 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2312939.000000 Penalty: 4776.270020
	Iteration 10F: 3 clusters Score -2312939 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2313466.500000 Penalty: 4776.270020
	Iteration 11Q: 3 clusters Score -2313466 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2313806.500000 Penalty: 4776.270020
	Iteration 12Q: 3 clusters Score -2313806 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2314041.250000 Penalty: 4776.270020
	Iteration 13Q: 3 clusters Score -2314041 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2314210.750000 Penalty: 4776.270020
	Iteration 14Q: 3 clusters Score -2314211 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2314320.250000 Penalty: 4776.270020
	Iteration 15Q: 3 clusters Score -2314320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2314423.750000 Penalty: 4776.270020
	Iteration 16Q: 3 clusters Score -2314424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2314498.000000 Penalty: 4776.270020
	Iteration 17Q: 3 clusters Score -2314498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2314553.500000 Penalty: 4776.270020
	Iteration 18Q: 3 clusters Score -2314554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2314579.500000 Penalty: 4776.270020
	Iteration 19Q: 3 clusters Score -2314580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2314604.000000 Penalty: 4776.270020
	Iteration 20F: 3 clusters Score -2314604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2314626.000000 Penalty: 4776.270020
	Iteration 21Q: 3 clusters Score -2314626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2314642.000000 Penalty: 4776.270020
	Iteration 22Q: 3 clusters Score -2314642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2314651.750000 Penalty: 4776.270020
	Iteration 23Q: 3 clusters Score -2314652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2314662.500000 Penalty: 4776.270020
	Iteration 24Q: 3 clusters Score -2314662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2314672.500000 Penalty: 4776.270020
	Iteration 25Q: 3 clusters Score -2314672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2314679.250000 Penalty: 4776.270020
	Iteration 26Q: 3 clusters Score -2314679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2314683.250000 Penalty: 4776.270020
	Iteration 27Q: 3 clusters Score -2314683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2314683.000000 Penalty: 4776.270020
	Iteration 28Q: 3 clusters Score -2314683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2314689.000000 Penalty: 4776.270020
	Iteration 29Q: 3 clusters Score -2314689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2314691.000000 Penalty: 4776.270020
	Iteration 30Q: 3 clusters Score -2314691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2314692.250000 Penalty: 4776.270020
	Iteration 31Q: 3 clusters Score -2314692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314695.000000 Penalty: 4776.270020
	Iteration 32Q: 3 clusters Score -2314695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2314696.000000 Penalty: 4776.270020
	Iteration 33Q: 3 clusters Score -2314696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2314698.500000 Penalty: 4776.270020
	Iteration 34Q: 3 clusters Score -2314698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314698.750000 Penalty: 4776.270020
	Iteration 35Q: 3 clusters Score -2314699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2314701.000000 Penalty: 4776.270020
	Iteration 36Q: 3 clusters Score -2314701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2314705.000000 Penalty: 4776.270020
	Iteration 37Q: 3 clusters Score -2314705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2314708.250000 Penalty: 4776.270020
	Iteration 38Q: 3 clusters Score -2314708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2314713.250000 Penalty: 4776.270020
	Iteration 39Q: 3 clusters Score -2314713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2314711.500000 Penalty: 4776.270020
	Iteration 40F: 3 clusters Score -2314712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314712.500000 Penalty: 4776.270020
	Iteration 41Q: 3 clusters Score -2314712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314718.000000 Penalty: 4776.270020
	Iteration 42Q: 3 clusters Score -2314718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314719.750000 Penalty: 4776.270020
	Iteration 43Q: 3 clusters Score -2314720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2314720.750000 Penalty: 4776.270020
	Iteration 44Q: 3 clusters Score -2314721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2314721.500000 Penalty: 4776.270020
	Iteration 45Q: 3 clusters Score -2314722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314722.000000 Penalty: 4776.270020
	Iteration 46Q: 3 clusters Score -2314722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2314725.750000 Penalty: 4776.270020
	Iteration 47Q: 3 clusters Score -2314726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2314724.000000 Penalty: 4776.270020
	Iteration 48Q: 3 clusters Score -2314724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2314725.250000 Penalty: 4776.270020
	Iteration 49Q: 3 clusters Score -2314725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2314725.250000 Penalty: 4776.270020
	Iteration 50F: 3 clusters Score -2314725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Entering Unmasked Estep 
Score: -3754131.750000 Penalty: 2508.871826
	Iteration 0F: 2 clusters Score -3754132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3737071.750000 Penalty: 5017.743652
	Iteration 0F: 3 clusters Score -3737072 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3742896.750000 Penalty: 5017.743652
	Iteration 1F: 3 clusters Score -3742897 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3743326.000000 Penalty: 5017.743652
	Iteration 2F: 3 clusters Score -3743326 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3743704.000000 Penalty: 5017.743652
	Iteration 3Q: 3 clusters Score -3743704 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3744034.250000 Penalty: 5017.743652
	Iteration 4Q: 3 clusters Score -3744034 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3744398.250000 Penalty: 5017.743652
	Iteration 5Q: 3 clusters Score -3744398 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3744766.000000 Penalty: 5017.743652
	Iteration 6Q: 3 clusters Score -3744766 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3745145.500000 Penalty: 5017.743652
	Iteration 7Q: 3 clusters Score -3745146 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3745519.250000 Penalty: 5017.743652
	Iteration 8Q: 3 clusters Score -3745519 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3745966.000000 Penalty: 5017.743652
	Iteration 9Q: 3 clusters Score -3745966 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3746412.250000 Penalty: 5017.743652
	Iteration 10Q: 3 clusters Score -3746412 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3746915.250000 Penalty: 5017.743652
	Iteration 11Q: 3 clusters Score -3746915 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3747469.000000 Penalty: 5017.743652
	Iteration 12Q: 3 clusters Score -3747469 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3747991.750000 Penalty: 5017.743652
	Iteration 13Q: 3 clusters Score -3747992 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3748520.000000 Penalty: 5017.743652
	Iteration 14Q: 3 clusters Score -3748520 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3748884.500000 Penalty: 5017.743652
	Iteration 15Q: 3 clusters Score -3748884 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3749175.250000 Penalty: 5017.743652
	Iteration 16Q: 3 clusters Score -3749175 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3749400.000000 Penalty: 5017.743652
	Iteration 17Q: 3 clusters Score -3749400 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3749581.750000 Penalty: 5017.743652
	Iteration 18Q: 3 clusters Score -3749582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3749746.250000 Penalty: 5017.743652
	Iteration 19Q: 3 clusters Score -3749746 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3749877.250000 Penalty: 5017.743652
	Iteration 20F: 3 clusters Score -3749877 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3750013.500000 Penalty: 5017.743652
	Iteration 21Q: 3 clusters Score -3750014 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3750158.250000 Penalty: 5017.743652
	Iteration 22Q: 3 clusters Score -3750158 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3750292.750000 Penalty: 5017.743652
	Iteration 23Q: 3 clusters Score -3750293 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3750418.000000 Penalty: 5017.743652
	Iteration 24Q: 3 clusters Score -3750418 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3750568.500000 Penalty: 5017.743652
	Iteration 25Q: 3 clusters Score -3750568 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3750714.000000 Penalty: 5017.743652
	Iteration 26Q: 3 clusters Score -3750714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3750822.500000 Penalty: 5017.743652
	Iteration 27Q: 3 clusters Score -3750822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3750966.500000 Penalty: 5017.743652
	Iteration 28Q: 3 clusters Score -3750966 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3751102.250000 Penalty: 5017.743652
	Iteration 29Q: 3 clusters Score -3751102 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3751237.250000 Penalty: 5017.743652
	Iteration 30Q: 3 clusters Score -3751237 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3751335.500000 Penalty: 5017.743652
	Iteration 31Q: 3 clusters Score -3751336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3751415.250000 Penalty: 5017.743652
	Iteration 32Q: 3 clusters Score -3751415 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3751496.250000 Penalty: 5017.743652
	Iteration 33Q: 3 clusters Score -3751496 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3751550.000000 Penalty: 5017.743652
	Iteration 34Q: 3 clusters Score -3751550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3751577.250000 Penalty: 5017.743652
	Iteration 35Q: 3 clusters Score -3751577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3751595.000000 Penalty: 5017.743652
	Iteration 36Q: 3 clusters Score -3751595 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3751629.250000 Penalty: 5017.743652
	Iteration 37Q: 3 clusters Score -3751629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3751639.250000 Penalty: 5017.743652
	Iteration 38Q: 3 clusters Score -3751639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3751658.500000 Penalty: 5017.743652
	Iteration 39Q: 3 clusters Score -3751658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3751663.750000 Penalty: 5017.743652
	Iteration 40F: 3 clusters Score -3751664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3751676.500000 Penalty: 5017.743652
	Iteration 41Q: 3 clusters Score -3751676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3751683.250000 Penalty: 5017.743652
	Iteration 42Q: 3 clusters Score -3751683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3751712.250000 Penalty: 5017.743652
	Iteration 43Q: 3 clusters Score -3751712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3751741.000000 Penalty: 5017.743652
	Iteration 44Q: 3 clusters Score -3751741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3751769.000000 Penalty: 5017.743652
	Iteration 45Q: 3 clusters Score -3751769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3751771.500000 Penalty: 5017.743652
	Iteration 46Q: 3 clusters Score -3751772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3751796.500000 Penalty: 5017.743652
	Iteration 47Q: 3 clusters Score -3751796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3751801.750000 Penalty: 5017.743652
	Iteration 48Q: 3 clusters Score -3751802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3751805.750000 Penalty: 5017.743652
	Iteration 49Q: 3 clusters Score -3751806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3751805.500000 Penalty: 5017.743652
	Iteration 50Q: 3 clusters Score -3751806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3751811.500000 Penalty: 5017.743652
	Iteration 51Q: 3 clusters Score -3751812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3751809.000000 Penalty: 5017.743652
	Iteration 52Q: 3 clusters Score -3751809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3751814.750000 Penalty: 5017.743652
	Iteration 53Q: 3 clusters Score -3751815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3751819.500000 Penalty: 5017.743652
	Iteration 54Q: 3 clusters Score -3751820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3751830.000000 Penalty: 5017.743652
	Iteration 55Q: 3 clusters Score -3751830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3751831.500000 Penalty: 5017.743652
	Iteration 56Q: 3 clusters Score -3751832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3751829.500000 Penalty: 5017.743652
	Iteration 57Q: 3 clusters Score -3751830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3751829.750000 Penalty: 5017.743652
	Iteration 58Q: 3 clusters Score -3751830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3751836.000000 Penalty: 5017.743652
	Iteration 59Q: 3 clusters Score -3751836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3751833.250000 Penalty: 5017.743652
	Iteration 60F: 3 clusters Score -3751833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3751837.500000 Penalty: 5017.743652
	Iteration 61Q: 3 clusters Score -3751838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3751842.250000 Penalty: 5017.743652
	Iteration 62Q: 3 clusters Score -3751842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3751843.500000 Penalty: 5017.743652
	Iteration 63Q: 3 clusters Score -3751844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3751841.000000 Penalty: 5017.743652
	Iteration 64Q: 3 clusters Score -3751841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3751842.500000 Penalty: 5017.743652
	Iteration 65Q: 3 clusters Score -3751842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3751842.250000 Penalty: 5017.743652
	Iteration 66Q: 3 clusters Score -3751842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -3751845.000000 Penalty: 5017.743652
	Iteration 67Q: 3 clusters Score -3751845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3751842.250000 Penalty: 5017.743652
	Iteration 68Q: 3 clusters Score -3751842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3751843.500000 Penalty: 5017.743652
	Iteration 69Q: 3 clusters Score -3751844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3751842.750000 Penalty: 5017.743652
	Iteration 70Q: 3 clusters Score -3751843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3751841.750000 Penalty: 5017.743652
	Iteration 71Q: 3 clusters Score -3751842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3751844.750000 Penalty: 5017.743652
	Iteration 72Q: 3 clusters Score -3751845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3751840.250000 Penalty: 5017.743652
	Iteration 73Q: 3 clusters Score -3751840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3751842.000000 Penalty: 5017.743652
	Iteration 74Q: 3 clusters Score -3751842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3751841.750000 Penalty: 5017.743652
	Iteration 75Q: 3 clusters Score -3751842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3751841.250000 Penalty: 5017.743652
	Iteration 76Q: 3 clusters Score -3751841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3751840.250000 Penalty: 5017.743652
	Iteration 77Q: 3 clusters Score -3751840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3751840.250000 Penalty: 5017.743652
	Iteration 78Q: 3 clusters Score -3751840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3751836.750000 Penalty: 5017.743652
	Iteration 79Q: 3 clusters Score -3751837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3751847.250000 Penalty: 5017.743652
	Iteration 80F: 3 clusters Score -3751847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3751850.000000 Penalty: 5017.743652
	Iteration 81Q: 3 clusters Score -3751850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3751852.250000 Penalty: 5017.743652
	Iteration 82Q: 3 clusters Score -3751852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3751858.500000 Penalty: 5017.743652
	Iteration 83Q: 3 clusters Score -3751858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3751852.750000 Penalty: 5017.743652
	Iteration 84Q: 3 clusters Score -3751853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3751853.250000 Penalty: 5017.743652
	Iteration 85Q: 3 clusters Score -3751853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3751856.250000 Penalty: 5017.743652
	Iteration 86Q: 3 clusters Score -3751856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3751856.500000 Penalty: 5017.743652
	Iteration 87Q: 3 clusters Score -3751856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -3751855.750000 Penalty: 5017.743652
	Iteration 88Q: 3 clusters Score -3751856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3751855.750000 Penalty: 5017.743652
	Iteration 89Q: 3 clusters Score -3751856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3751859.000000 Penalty: 5017.743652
	Iteration 90Q: 3 clusters Score -3751859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3751859.000000 Penalty: 5017.743652
	Iteration 91F: 3 clusters Score -3751859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -265960.468750 Penalty: 1858.480713
	Iteration 0F: 2 clusters Score -265960.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263474.156250 Penalty: 3716.961426
	Iteration 0F: 3 clusters Score -263474.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -263929.312500 Penalty: 3716.961426
	Iteration 1F: 3 clusters Score -263929.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -264061.468750 Penalty: 3716.961426
	Iteration 2F: 3 clusters Score -264061.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -264119.125000 Penalty: 3716.961426
	Iteration 3Q: 3 clusters Score -264119.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264163.093750 Penalty: 3716.961426
	Iteration 4Q: 3 clusters Score -264163.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -264206.468750 Penalty: 3716.961426
	Iteration 5Q: 3 clusters Score -264206.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264234.843750 Penalty: 3716.961426
	Iteration 6Q: 3 clusters Score -264234.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -264269.812500 Penalty: 3716.961426
	Iteration 7Q: 3 clusters Score -264269.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264303.093750 Penalty: 3716.961426
	Iteration 8Q: 3 clusters Score -264303.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -264326.781250 Penalty: 3716.961426
	Iteration 9Q: 3 clusters Score -264326.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -264346.656250 Penalty: 3716.961426
	Iteration 10Q: 3 clusters Score -264346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -264362.718750 Penalty: 3716.961426
	Iteration 11Q: 3 clusters Score -264362.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -264389.406250 Penalty: 3716.961426
	Iteration 12Q: 3 clusters Score -264389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -264406.031250 Penalty: 3716.961426
	Iteration 13Q: 3 clusters Score -264406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -264420.406250 Penalty: 3716.961426
	Iteration 14Q: 3 clusters Score -264420.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -264427.718750 Penalty: 3716.961426
	Iteration 15Q: 3 clusters Score -264427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -264432.281250 Penalty: 3716.961426
	Iteration 16Q: 3 clusters Score -264432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -264438.031250 Penalty: 3716.961426
	Iteration 17Q: 3 clusters Score -264438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -264445.031250 Penalty: 3716.961426
	Iteration 18Q: 3 clusters Score -264445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -264454.125000 Penalty: 3716.961426
	Iteration 19Q: 3 clusters Score -264454.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -264462.343750 Penalty: 3716.961426
	Iteration 20F: 3 clusters Score -264462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -264471.218750 Penalty: 3716.961426
	Iteration 21Q: 3 clusters Score -264471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -264481.687500 Penalty: 3716.961426
	Iteration 22Q: 3 clusters Score -264481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -264487.531250 Penalty: 3716.961426
	Iteration 23Q: 3 clusters Score -264487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -264491.718750 Penalty: 3716.961426
	Iteration 24Q: 3 clusters Score -264491.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -264497.843750 Penalty: 3716.961426
	Iteration 25Q: 3 clusters Score -264497.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264506.312500 Penalty: 3716.961426
	Iteration 26Q: 3 clusters Score -264506.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -264523.062500 Penalty: 3716.961426
	Iteration 27Q: 3 clusters Score -264523.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264538.250000 Penalty: 3716.961426
	Iteration 28Q: 3 clusters Score -264538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -264551.656250 Penalty: 3716.961426
	Iteration 29Q: 3 clusters Score -264551.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -264564.187500 Penalty: 3716.961426
	Iteration 30Q: 3 clusters Score -264564.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -264579.562500 Penalty: 3716.961426
	Iteration 31Q: 3 clusters Score -264579.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -264599.406250 Penalty: 3716.961426
	Iteration 32Q: 3 clusters Score -264599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -264616.031250 Penalty: 3716.961426
	Iteration 33Q: 3 clusters Score -264616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -264636.843750 Penalty: 3716.961426
	Iteration 34Q: 3 clusters Score -264636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -264656.750000 Penalty: 3716.961426
	Iteration 35Q: 3 clusters Score -264656.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264671.125000 Penalty: 3716.961426
	Iteration 36Q: 3 clusters Score -264671.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -264689.968750 Penalty: 3716.961426
	Iteration 37Q: 3 clusters Score -264690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -264712.593750 Penalty: 3716.961426
	Iteration 38Q: 3 clusters Score -264712.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -264733.531250 Penalty: 3716.961426
	Iteration 39Q: 3 clusters Score -264733.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -264756.406250 Penalty: 3716.961426
	Iteration 40F: 3 clusters Score -264756.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -264787.093750 Penalty: 3716.961426
	Iteration 41Q: 3 clusters Score -264787.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -264803.718750 Penalty: 3716.961426
	Iteration 42Q: 3 clusters Score -264803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -264813.031250 Penalty: 3716.961426
	Iteration 43Q: 3 clusters Score -264813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -264826.031250 Penalty: 3716.961426
	Iteration 44Q: 3 clusters Score -264826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -264830.156250 Penalty: 3716.961426
	Iteration 45Q: 3 clusters Score -264830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -264834.437500 Penalty: 3716.961426
	Iteration 46Q: 3 clusters Score -264834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -264835.593750 Penalty: 3716.961426
	Iteration 47Q: 3 clusters Score -264835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -264836.500000 Penalty: 3716.961426
	Iteration 48Q: 3 clusters Score -264836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -264836.500000 Penalty: 3716.961426
	Iteration 49F: 3 clusters Score -264836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -36267.757812 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -36267.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -35138.128906 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -35138.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35407.902344 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -35407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35531.546875 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -35531.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -35601.699219 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -35601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35614.257812 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -35614.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -35614.257812 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -35614.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1607230.250000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1607230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1599144.625000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1599145 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1601515.500000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1601516 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1601840.875000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1601841 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1602040.125000 Penalty: 4598.071777
	Iteration 3Q: 3 clusters Score -1602040 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1602201.000000 Penalty: 4598.071777
	Iteration 4Q: 3 clusters Score -1602201 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1602319.000000 Penalty: 4598.071777
	Iteration 5Q: 3 clusters Score -1602319 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1602436.625000 Penalty: 4598.071777
	Iteration 6Q: 3 clusters Score -1602437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1602528.500000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1602528 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1602622.250000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1602622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1602721.375000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1602721 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1602846.750000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1602847 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1603028.750000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1603029 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1603244.000000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1603244 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1603519.625000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1603520 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1603840.500000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1603840 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1604193.875000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1604194 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1604519.875000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1604520 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1604800.125000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1604800 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1605007.625000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1605008 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1605150.750000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1605151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1605271.875000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1605272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1605359.125000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1605359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1605446.000000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1605446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1605500.000000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1605500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1605535.750000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1605536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1605557.875000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1605558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1605572.125000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1605572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1605582.625000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1605583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1605591.875000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1605592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1605596.500000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1605596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1605602.125000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1605602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1605608.125000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1605608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1605612.500000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1605612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1605617.250000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1605617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1605620.125000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1605620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1605625.250000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1605625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1605627.750000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1605628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1605626.750000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1605627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1605627.625000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1605628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1605627.625000 Penalty: 4598.071777
	Iteration 39F: 3 clusters Score -1605628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Entering Unmasked Estep 
Score: -2308260.000000 Penalty: 2382.777832
	Iteration 0F: 2 clusters Score -2308260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2297437.500000 Penalty: 4765.555664
	Iteration 0F: 3 clusters Score -2297438 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2300829.750000 Penalty: 4765.555664
	Iteration 1F: 3 clusters Score -2300830 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2301155.000000 Penalty: 4765.555664
	Iteration 2F: 3 clusters Score -2301155 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2301396.500000 Penalty: 4765.555664
	Iteration 3Q: 3 clusters Score -2301396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2301616.250000 Penalty: 4765.555664
	Iteration 4Q: 3 clusters Score -2301616 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2301825.000000 Penalty: 4765.555664
	Iteration 5Q: 3 clusters Score -2301825 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2302042.750000 Penalty: 4765.555664
	Iteration 6Q: 3 clusters Score -2302043 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2302286.750000 Penalty: 4765.555664
	Iteration 7Q: 3 clusters Score -2302287 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2302642.750000 Penalty: 4765.555664
	Iteration 8Q: 3 clusters Score -2302643 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2303128.250000 Penalty: 4765.555664
	Iteration 9F: 3 clusters Score -2303128 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2303759.250000 Penalty: 4765.555664
	Iteration 10F: 3 clusters Score -2303759 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2304468.500000 Penalty: 4765.555664
	Iteration 11F: 3 clusters Score -2304468 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2305090.500000 Penalty: 4765.555664
	Iteration 12Q: 3 clusters Score -2305090 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2305522.250000 Penalty: 4765.555664
	Iteration 13Q: 3 clusters Score -2305522 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2305801.000000 Penalty: 4765.555664
	Iteration 14Q: 3 clusters Score -2305801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2305942.500000 Penalty: 4765.555664
	Iteration 15Q: 3 clusters Score -2305942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2306015.500000 Penalty: 4765.555664
	Iteration 16Q: 3 clusters Score -2306016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2306062.500000 Penalty: 4765.555664
	Iteration 17Q: 3 clusters Score -2306062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2306102.750000 Penalty: 4765.555664
	Iteration 18Q: 3 clusters Score -2306103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2306125.750000 Penalty: 4765.555664
	Iteration 19Q: 3 clusters Score -2306126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2306138.750000 Penalty: 4765.555664
	Iteration 20F: 3 clusters Score -2306139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2306145.250000 Penalty: 4765.555664
	Iteration 21Q: 3 clusters Score -2306145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2306145.250000 Penalty: 4765.555664
	Iteration 22Q: 3 clusters Score -2306145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2306145.500000 Penalty: 4765.555664
	Iteration 23Q: 3 clusters Score -2306146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2306148.000000 Penalty: 4765.555664
	Iteration 24Q: 3 clusters Score -2306148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2306156.250000 Penalty: 4765.555664
	Iteration 25Q: 3 clusters Score -2306156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2306154.750000 Penalty: 4765.555664
	Iteration 26Q: 3 clusters Score -2306155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2306156.000000 Penalty: 4765.555664
	Iteration 27Q: 3 clusters Score -2306156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2306156.000000 Penalty: 4765.555664
	Iteration 28F: 3 clusters Score -2306156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -389455.125000 Penalty: 1958.806030
	Iteration 0F: 2 clusters Score -389455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -386415.187500 Penalty: 3917.612061
	Iteration 0F: 3 clusters Score -386415.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -387142.687500 Penalty: 3917.612061
	Iteration 1F: 3 clusters Score -387142.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -387403.687500 Penalty: 3917.612061
	Iteration 2F: 3 clusters Score -387403.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387641.625000 Penalty: 3917.612061
	Iteration 3F: 3 clusters Score -387641.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -387899.000000 Penalty: 3917.612061
	Iteration 4F: 3 clusters Score -387899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -388273.562500 Penalty: 3917.612061
	Iteration 5F: 3 clusters Score -388273.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -388698.593750 Penalty: 3917.612061
	Iteration 6F: 3 clusters Score -388698.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -388988.125000 Penalty: 3917.612061
	Iteration 7F: 3 clusters Score -388988.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -389142.281250 Penalty: 3917.612061
	Iteration 8Q: 3 clusters Score -389142.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -389219.750000 Penalty: 3917.612061
	Iteration 9Q: 3 clusters Score -389219.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -389251.156250 Penalty: 3917.612061
	Iteration 10Q: 3 clusters Score -389251.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389280.156250 Penalty: 3917.612061
	Iteration 11Q: 3 clusters Score -389280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -389292.406250 Penalty: 3917.612061
	Iteration 12Q: 3 clusters Score -389292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389300.781250 Penalty: 3917.612061
	Iteration 13Q: 3 clusters Score -389300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389303.625000 Penalty: 3917.612061
	Iteration 14Q: 3 clusters Score -389303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -389307.000000 Penalty: 3917.612061
	Iteration 15Q: 3 clusters Score -389307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -389308.812500 Penalty: 3917.612061
	Iteration 16Q: 3 clusters Score -389308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -389308.812500 Penalty: 3917.612061
	Iteration 17F: 3 clusters Score -389308.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -737957.437500 Penalty: 2114.240234
	Iteration 0F: 2 clusters Score -737957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -733373.062500 Penalty: 4228.480469
	Iteration 0F: 3 clusters Score -733373.1 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -734605.500000 Penalty: 4228.480469
	Iteration 1F: 3 clusters Score -734605.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -735038.375000 Penalty: 4228.480469
	Iteration 2F: 3 clusters Score -735038.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -735552.250000 Penalty: 4228.480469
	Iteration 3F: 3 clusters Score -735552.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -736073.812500 Penalty: 4228.480469
	Iteration 4F: 3 clusters Score -736073.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -736479.000000 Penalty: 4228.480469
	Iteration 5F: 3 clusters Score -736479 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -736749.500000 Penalty: 4228.480469
	Iteration 6F: 3 clusters Score -736749.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -736895.375000 Penalty: 4228.480469
	Iteration 7Q: 3 clusters Score -736895.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -736988.625000 Penalty: 4228.480469
	Iteration 8Q: 3 clusters Score -736988.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -737059.687500 Penalty: 4228.480469
	Iteration 9Q: 3 clusters Score -737059.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -737133.937500 Penalty: 4228.480469
	Iteration 10Q: 3 clusters Score -737133.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -737234.562500 Penalty: 4228.480469
	Iteration 11Q: 3 clusters Score -737234.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -737362.562500 Penalty: 4228.480469
	Iteration 12Q: 3 clusters Score -737362.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -737517.375000 Penalty: 4228.480469
	Iteration 13Q: 3 clusters Score -737517.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -737602.812500 Penalty: 4228.480469
	Iteration 14Q: 3 clusters Score -737602.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -737634.500000 Penalty: 4228.480469
	Iteration 15Q: 3 clusters Score -737634.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -737644.750000 Penalty: 4228.480469
	Iteration 16Q: 3 clusters Score -737644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -737645.437500 Penalty: 4228.480469
	Iteration 17Q: 3 clusters Score -737645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -737646.687500 Penalty: 4228.480469
	Iteration 18Q: 3 clusters Score -737646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -737647.625000 Penalty: 4228.480469
	Iteration 19Q: 3 clusters Score -737647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -737649.812500 Penalty: 4228.480469
	Iteration 20F: 3 clusters Score -737649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -737651.375000 Penalty: 4228.480469
	Iteration 21Q: 3 clusters Score -737651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -737652.250000 Penalty: 4228.480469
	Iteration 22Q: 3 clusters Score -737652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -737650.312500 Penalty: 4228.480469
	Iteration 23Q: 3 clusters Score -737650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -737650.312500 Penalty: 4228.480469
	Iteration 24F: 3 clusters Score -737650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Entering Unmasked Estep 
Score: -7011439.000000 Penalty: 2664.875244
	Iteration 0F: 2 clusters Score -7011439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6979986.500000 Penalty: 5329.750488
	Iteration 0F: 3 clusters Score -6979986 nChanged 21490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -6992595.000000 Penalty: 5329.750488
	Iteration 1F: 3 clusters Score -6992595 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -6993886.500000 Penalty: 5329.750488
	Iteration 2F: 3 clusters Score -6993886 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -6995506.500000 Penalty: 5329.750488
	Iteration 3F: 3 clusters Score -6995506 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6997101.000000 Penalty: 5329.750488
	Iteration 4F: 3 clusters Score -6997101 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6998642.000000 Penalty: 5329.750488
	Iteration 5F: 3 clusters Score -6998642 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7000061.500000 Penalty: 5329.750488
	Iteration 6F: 3 clusters Score -7000062 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7001120.500000 Penalty: 5329.750488
	Iteration 7F: 3 clusters Score -7001120 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -7001983.000000 Penalty: 5329.750488
	Iteration 8Q: 3 clusters Score -7001983 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -7002621.000000 Penalty: 5329.750488
	Iteration 9Q: 3 clusters Score -7002621 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7003157.500000 Penalty: 5329.750488
	Iteration 10Q: 3 clusters Score -7003158 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -7003593.500000 Penalty: 5329.750488
	Iteration 11Q: 3 clusters Score -7003594 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -7004021.000000 Penalty: 5329.750488
	Iteration 12Q: 3 clusters Score -7004021 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -7004503.500000 Penalty: 5329.750488
	Iteration 13Q: 3 clusters Score -7004504 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7005033.500000 Penalty: 5329.750488
	Iteration 14Q: 3 clusters Score -7005034 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7005655.000000 Penalty: 5329.750488
	Iteration 15Q: 3 clusters Score -7005655 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -7006515.500000 Penalty: 5329.750488
	Iteration 16Q: 3 clusters Score -7006516 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7007706.500000 Penalty: 5329.750488
	Iteration 17Q: 3 clusters Score -7007706 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7009275.500000 Penalty: 5329.750488
	Iteration 18Q: 3 clusters Score -7009276 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -7010039.000000 Penalty: 5329.750488
	Iteration 19Q: 3 clusters Score -7010039 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -7010236.000000 Penalty: 5329.750488
	Iteration 20F: 3 clusters Score -7010236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7010349.000000 Penalty: 5329.750488
	Iteration 21Q: 3 clusters Score -7010349 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -7010415.500000 Penalty: 5329.750488
	Iteration 22Q: 3 clusters Score -7010416 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -7010459.000000 Penalty: 5329.750488
	Iteration 23Q: 3 clusters Score -7010459 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -7010478.500000 Penalty: 5329.750488
	Iteration 24Q: 3 clusters Score -7010478 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -7010475.500000 Penalty: 5329.750488
	Iteration 25Q: 3 clusters Score -7010476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7010484.500000 Penalty: 5329.750488
	Iteration 26Q: 3 clusters Score -7010484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -7010503.000000 Penalty: 5329.750488
	Iteration 27Q: 3 clusters Score -7010503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -7010527.000000 Penalty: 5329.750488
	Iteration 28Q: 3 clusters Score -7010527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -7010527.000000 Penalty: 5329.750488
	Iteration 29Q: 3 clusters Score -7010527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -7010527.000000 Penalty: 5329.750488
	Iteration 30Q: 3 clusters Score -7010527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -7010549.500000 Penalty: 5329.750488
	Iteration 31Q: 3 clusters Score -7010550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -7010542.500000 Penalty: 5329.750488
	Iteration 32Q: 3 clusters Score -7010542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -7010554.500000 Penalty: 5329.750488
	Iteration 33Q: 3 clusters Score -7010554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -7010542.500000 Penalty: 5329.750488
	Iteration 34Q: 3 clusters Score -7010542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -7010546.500000 Penalty: 5329.750488
	Iteration 35Q: 3 clusters Score -7010546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -7010557.500000 Penalty: 5329.750488
	Iteration 36Q: 3 clusters Score -7010558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -7010554.500000 Penalty: 5329.750488
	Iteration 37Q: 3 clusters Score -7010554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7010565.500000 Penalty: 5329.750488
	Iteration 38Q: 3 clusters Score -7010566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -7010562.500000 Penalty: 5329.750488
	Iteration 39Q: 3 clusters Score -7010562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -7010559.500000 Penalty: 5329.750488
	Iteration 40F: 3 clusters Score -7010560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -7010570.000000 Penalty: 5329.750488
	Iteration 41Q: 3 clusters Score -7010570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -7010575.500000 Penalty: 5329.750488
	Iteration 42Q: 3 clusters Score -7010576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -7010570.500000 Penalty: 5329.750488
	Iteration 43Q: 3 clusters Score -7010570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -7010565.500000 Penalty: 5329.750488
	Iteration 44Q: 3 clusters Score -7010566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -7010572.000000 Penalty: 5329.750488
	Iteration 45Q: 3 clusters Score -7010572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -7010570.500000 Penalty: 5329.750488
	Iteration 46Q: 3 clusters Score -7010570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -7010568.500000 Penalty: 5329.750488
	Iteration 47Q: 3 clusters Score -7010568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -7010568.500000 Penalty: 5329.750488
	Iteration 48F: 3 clusters Score -7010568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88134.429688 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -88134.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86519.468750 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -86519.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86767.445312 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -86767.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86886.648438 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -86886.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86980.984375 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -86980.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87102.929688 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -87102.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87219.562500 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -87219.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87375.023438 Penalty: 3200.998047
	Iteration 6F: 3 clusters Score -87375.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87529.320312 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -87529.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87651.179688 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -87651.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87779.820312 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -87779.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87936.109375 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -87936.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88102.968750 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -88102.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88413.523438 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -88413.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88493.960938 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -88493.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88531.093750 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -88531.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88543.453125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -88543.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88543.453125 Penalty: 3200.998047
	Iteration 16F: 3 clusters Score -88543.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24746 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 338 members 
Mstep: Class 12 contains 297 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 223922 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 154497 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
Score: -104115616.000000 Penalty: 126803.226562
Splitting cluster 12 changes total score from -104117008.000000 to -104115616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -719709.125000 Penalty: 2110.571777
	Iteration 0F: 2 clusters Score -719709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -715226.500000 Penalty: 4221.143555
	Iteration 0F: 3 clusters Score -715226.5 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -716312.625000 Penalty: 4221.143555
	Iteration 1F: 3 clusters Score -716312.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -716618.562500 Penalty: 4221.143555
	Iteration 2F: 3 clusters Score -716618.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -716879.437500 Penalty: 4221.143555
	Iteration 3F: 3 clusters Score -716879.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -717055.562500 Penalty: 4221.143555
	Iteration 4F: 3 clusters Score -717055.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -717144.250000 Penalty: 4221.143555
	Iteration 5Q: 3 clusters Score -717144.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -717230.937500 Penalty: 4221.143555
	Iteration 6Q: 3 clusters Score -717230.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -717301.000000 Penalty: 4221.143555
	Iteration 7Q: 3 clusters Score -717301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -717386.125000 Penalty: 4221.143555
	Iteration 8Q: 3 clusters Score -717386.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -717478.062500 Penalty: 4221.143555
	Iteration 9Q: 3 clusters Score -717478.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -717547.312500 Penalty: 4221.143555
	Iteration 10Q: 3 clusters Score -717547.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -717629.375000 Penalty: 4221.143555
	Iteration 11Q: 3 clusters Score -717629.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -717716.562500 Penalty: 4221.143555
	Iteration 12Q: 3 clusters Score -717716.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -717816.937500 Penalty: 4221.143555
	Iteration 13Q: 3 clusters Score -717816.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -717931.875000 Penalty: 4221.143555
	Iteration 14Q: 3 clusters Score -717931.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -718040.375000 Penalty: 4221.143555
	Iteration 15Q: 3 clusters Score -718040.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -718138.250000 Penalty: 4221.143555
	Iteration 16Q: 3 clusters Score -718138.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -718237.937500 Penalty: 4221.143555
	Iteration 17Q: 3 clusters Score -718237.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -718326.312500 Penalty: 4221.143555
	Iteration 18Q: 3 clusters Score -718326.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -718416.625000 Penalty: 4221.143555
	Iteration 19Q: 3 clusters Score -718416.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -718505.125000 Penalty: 4221.143555
	Iteration 20F: 3 clusters Score -718505.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -718582.687500 Penalty: 4221.143555
	Iteration 21Q: 3 clusters Score -718582.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -718660.562500 Penalty: 4221.143555
	Iteration 22Q: 3 clusters Score -718660.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -718747.625000 Penalty: 4221.143555
	Iteration 23Q: 3 clusters Score -718747.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -718820.187500 Penalty: 4221.143555
	Iteration 24Q: 3 clusters Score -718820.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -718870.250000 Penalty: 4221.143555
	Iteration 25Q: 3 clusters Score -718870.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -718897.375000 Penalty: 4221.143555
	Iteration 26Q: 3 clusters Score -718897.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -718932.187500 Penalty: 4221.143555
	Iteration 27Q: 3 clusters Score -718932.2 nChanged 32
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: -718970.125000 Penalty: 4221.143555
	Iteration 28Q: 3 clusters Score -718970.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -719004.500000 Penalty: 4221.143555
	Iteration 29Q: 3 clusters Score -719004.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -719039.312500 Penalty: 4221.143555
	Iteration 30Q: 3 clusters Score -719039.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -719072.312500 Penalty: 4221.143555
	Iteration 31Q: 3 clusters Score -719072.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -719102.187500 Penalty: 4221.143555
	Iteration 32Q: 3 clusters Score -719102.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -719131.312500 Penalty: 4221.143555
	Iteration 33Q: 3 clusters Score -719131.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -719193.687500 Penalty: 4221.143555
	Iteration 34Q: 3 clusters Score -719193.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -719246.312500 Penalty: 4221.143555
	Iteration 35Q: 3 clusters Score -719246.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -719291.937500 Penalty: 4221.143555
	Iteration 36Q: 3 clusters Score -719291.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -719340.500000 Penalty: 4221.143555
	Iteration 37Q: 3 clusters Score -719340.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -719379.500000 Penalty: 4221.143555
	Iteration 38Q: 3 clusters Score -719379.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -719401.500000 Penalty: 4221.143555
	Iteration 39Q: 3 clusters Score -719401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -719418.562500 Penalty: 4221.143555
	Iteration 40F: 3 clusters Score -719418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -719453.500000 Penalty: 4221.143555
	Iteration 41Q: 3 clusters Score -719453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -719474.625000 Penalty: 4221.143555
	Iteration 42Q: 3 clusters Score -719474.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -719496.000000 Penalty: 4221.143555
	Iteration 43Q: 3 clusters Score -719496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -719518.750000 Penalty: 4221.143555
	Iteration 44Q: 3 clusters Score -719518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -719532.187500 Penalty: 4221.143555
	Iteration 45Q: 3 clusters Score -719532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -719540.875000 Penalty: 4221.143555
	Iteration 46Q: 3 clusters Score -719540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -719543.750000 Penalty: 4221.143555
	Iteration 47Q: 3 clusters Score -719543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -719543.750000 Penalty: 4221.143555
	Iteration 48F: 3 clusters Score -719543.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -680770.500000 Penalty: 2089.908203
	Iteration 0F: 2 clusters Score -680770.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -676502.125000 Penalty: 4179.816406
	Iteration 0F: 3 clusters Score -676502.1 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -677557.125000 Penalty: 4179.816406
	Iteration 1F: 3 clusters Score -677557.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -677767.125000 Penalty: 4179.816406
	Iteration 2F: 3 clusters Score -677767.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -677918.375000 Penalty: 4179.816406
	Iteration 3Q: 3 clusters Score -677918.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -678049.687500 Penalty: 4179.816406
	Iteration 4Q: 3 clusters Score -678049.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -678163.562500 Penalty: 4179.816406
	Iteration 5Q: 3 clusters Score -678163.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -678254.812500 Penalty: 4179.816406
	Iteration 6Q: 3 clusters Score -678254.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -678344.750000 Penalty: 4179.816406
	Iteration 7Q: 3 clusters Score -678344.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -678442.500000 Penalty: 4179.816406
	Iteration 8Q: 3 clusters Score -678442.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -678531.125000 Penalty: 4179.816406
	Iteration 9Q: 3 clusters Score -678531.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -678639.937500 Penalty: 4179.816406
	Iteration 10Q: 3 clusters Score -678639.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -678735.062500 Penalty: 4179.816406
	Iteration 11Q: 3 clusters Score -678735.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -678825.562500 Penalty: 4179.816406
	Iteration 12Q: 3 clusters Score -678825.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -678908.625000 Penalty: 4179.816406
	Iteration 13Q: 3 clusters Score -678908.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -678984.625000 Penalty: 4179.816406
	Iteration 14Q: 3 clusters Score -678984.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -679039.875000 Penalty: 4179.816406
	Iteration 15Q: 3 clusters Score -679039.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -679091.937500 Penalty: 4179.816406
	Iteration 16Q: 3 clusters Score -679091.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -679134.750000 Penalty: 4179.816406
	Iteration 17Q: 3 clusters Score -679134.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -679176.500000 Penalty: 4179.816406
	Iteration 18Q: 3 clusters Score -679176.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -679213.250000 Penalty: 4179.816406
	Iteration 19Q: 3 clusters Score -679213.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -679248.000000 Penalty: 4179.816406
	Iteration 20F: 3 clusters Score -679248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -679267.125000 Penalty: 4179.816406
	Iteration 21Q: 3 clusters Score -679267.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -679277.125000 Penalty: 4179.816406
	Iteration 22Q: 3 clusters Score -679277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -679287.375000 Penalty: 4179.816406
	Iteration 23Q: 3 clusters Score -679287.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -679302.250000 Penalty: 4179.816406
	Iteration 24Q: 3 clusters Score -679302.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -679316.062500 Penalty: 4179.816406
	Iteration 25Q: 3 clusters Score -679316.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -679330.375000 Penalty: 4179.816406
	Iteration 26Q: 3 clusters Score -679330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -679344.687500 Penalty: 4179.816406
	Iteration 27Q: 3 clusters Score -679344.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -679356.937500 Penalty: 4179.816406
	Iteration 28Q: 3 clusters Score -679356.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -679374.187500 Penalty: 4179.816406
	Iteration 29Q: 3 clusters Score -679374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -679389.750000 Penalty: 4179.816406
	Iteration 30Q: 3 clusters Score -679389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -679407.625000 Penalty: 4179.816406
	Iteration 31Q: 3 clusters Score -679407.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -679424.187500 Penalty: 4179.816406
	Iteration 32Q: 3 clusters Score -679424.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -679437.875000 Penalty: 4179.816406
	Iteration 33Q: 3 clusters Score -679437.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -679450.937500 Penalty: 4179.816406
	Iteration 34Q: 3 clusters Score -679450.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -679465.500000 Penalty: 4179.816406
	Iteration 35Q: 3 clusters Score -679465.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -679492.687500 Penalty: 4179.816406
	Iteration 36Q: 3 clusters Score -679492.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -679524.687500 Penalty: 4179.816406
	Iteration 37Q: 3 clusters Score -679524.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -679545.375000 Penalty: 4179.816406
	Iteration 38Q: 3 clusters Score -679545.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -679571.562500 Penalty: 4179.816406
	Iteration 39Q: 3 clusters Score -679571.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -679606.937500 Penalty: 4179.816406
	Iteration 40F: 3 clusters Score -679606.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -679634.312500 Penalty: 4179.816406
	Iteration 41Q: 3 clusters Score -679634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -679653.000000 Penalty: 4179.816406
	Iteration 42Q: 3 clusters Score -679653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -679666.812500 Penalty: 4179.816406
	Iteration 43Q: 3 clusters Score -679666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -679672.937500 Penalty: 4179.816406
	Iteration 44Q: 3 clusters Score -679672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -679677.937500 Penalty: 4179.816406
	Iteration 45Q: 3 clusters Score -679677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -679685.250000 Penalty: 4179.816406
	Iteration 46Q: 3 clusters Score -679685.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -679693.937500 Penalty: 4179.816406
	Iteration 47Q: 3 clusters Score -679693.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -679697.750000 Penalty: 4179.816406
	Iteration 48Q: 3 clusters Score -679697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -679702.500000 Penalty: 4179.816406
	Iteration 49Q: 3 clusters Score -679702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -679704.687500 Penalty: 4179.816406
	Iteration 50Q: 3 clusters Score -679704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -679704.437500 Penalty: 4179.816406
	Iteration 51Q: 3 clusters Score -679704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -679707.437500 Penalty: 4179.816406
	Iteration 52Q: 3 clusters Score -679707.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -679711.312500 Penalty: 4179.816406
	Iteration 53Q: 3 clusters Score -679711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -679711.500000 Penalty: 4179.816406
	Iteration 54Q: 3 clusters Score -679711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -679711.500000 Penalty: 4179.816406
	Iteration 55F: 3 clusters Score -679711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -325886.343750 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -325886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -323072.156250 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -323072.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -323707.062500 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -323707.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -323928.656250 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -323928.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -324116.031250 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -324116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -324255.718750 Penalty: 3841.736084
	Iteration 4F: 3 clusters Score -324255.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -324370.843750 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -324370.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -324485.625000 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -324485.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -324637.562500 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -324637.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -324794.468750 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -324794.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -325000.125000 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -325000.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -325208.187500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -325208.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -325419.531250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -325419.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -325663.281250 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -325663.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -325887.000000 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -325887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -326045.687500 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -326045.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326102.125000 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -326102.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326124.531250 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -326124.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326146.343750 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -326146.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -326158.062500 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -326158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326163.281250 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -326163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -326170.468750 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -326170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -326174.531250 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -326174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -326175.250000 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -326175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -326177.843750 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -326177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326179.593750 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -326179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -326179.781250 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -326179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -326180.812500 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -326180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -326182.093750 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -326182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -326182.093750 Penalty: 3841.736084
	Iteration 28F: 3 clusters Score -326182.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24746 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 223922 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 154497 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
Score: -104115736.000000 Penalty: 126803.226562
Splitting cluster 15 changes total score from -104117008.000000 to -104115736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Entering Unmasked Estep 
Score: -6267072.000000 Penalty: 2632.639404
	Iteration 0F: 2 clusters Score -6267072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6239515.000000 Penalty: 5265.278809
	Iteration 0F: 3 clusters Score -6239515 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -6249738.000000 Penalty: 5265.278809
	Iteration 1F: 3 clusters Score -6249738 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -6250823.000000 Penalty: 5265.278809
	Iteration 2F: 3 clusters Score -6250823 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -6251908.000000 Penalty: 5265.278809
	Iteration 3F: 3 clusters Score -6251908 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -6253146.500000 Penalty: 5265.278809
	Iteration 4F: 3 clusters Score -6253146 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -6254486.000000 Penalty: 5265.278809
	Iteration 5F: 3 clusters Score -6254486 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6256077.000000 Penalty: 5265.278809
	Iteration 6F: 3 clusters Score -6256077 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6257675.500000 Penalty: 5265.278809
	Iteration 7F: 3 clusters Score -6257676 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6259117.000000 Penalty: 5265.278809
	Iteration 8F: 3 clusters Score -6259117 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -6260388.500000 Penalty: 5265.278809
	Iteration 9Q: 3 clusters Score -6260388 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -6261453.500000 Penalty: 5265.278809
	Iteration 10Q: 3 clusters Score -6261454 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6262271.000000 Penalty: 5265.278809
	Iteration 11Q: 3 clusters Score -6262271 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -6262936.500000 Penalty: 5265.278809
	Iteration 12Q: 3 clusters Score -6262936 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6263395.000000 Penalty: 5265.278809
	Iteration 13Q: 3 clusters Score -6263395 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6263742.500000 Penalty: 5265.278809
	Iteration 14Q: 3 clusters Score -6263742 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6263947.000000 Penalty: 5265.278809
	Iteration 15Q: 3 clusters Score -6263947 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -6264158.500000 Penalty: 5265.278809
	Iteration 16Q: 3 clusters Score -6264158 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -6264273.000000 Penalty: 5265.278809
	Iteration 17Q: 3 clusters Score -6264273 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -6264391.000000 Penalty: 5265.278809
	Iteration 18Q: 3 clusters Score -6264391 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -6264503.500000 Penalty: 5265.278809
	Iteration 19Q: 3 clusters Score -6264504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -6264562.500000 Penalty: 5265.278809
	Iteration 20F: 3 clusters Score -6264562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -6264613.500000 Penalty: 5265.278809
	Iteration 21Q: 3 clusters Score -6264614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -6264669.000000 Penalty: 5265.278809
	Iteration 22Q: 3 clusters Score -6264669 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6264712.500000 Penalty: 5265.278809
	Iteration 23Q: 3 clusters Score -6264712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -6264734.000000 Penalty: 5265.278809
	Iteration 24Q: 3 clusters Score -6264734 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -6264787.000000 Penalty: 5265.278809
	Iteration 25Q: 3 clusters Score -6264787 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -6264850.000000 Penalty: 5265.278809
	Iteration 26Q: 3 clusters Score -6264850 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -6264894.000000 Penalty: 5265.278809
	Iteration 27Q: 3 clusters Score -6264894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6264913.000000 Penalty: 5265.278809
	Iteration 28Q: 3 clusters Score -6264913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -6264955.500000 Penalty: 5265.278809
	Iteration 29Q: 3 clusters Score -6264956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6264998.500000 Penalty: 5265.278809
	Iteration 30Q: 3 clusters Score -6264998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -6265054.000000 Penalty: 5265.278809
	Iteration 31Q: 3 clusters Score -6265054 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -6265120.500000 Penalty: 5265.278809
	Iteration 32Q: 3 clusters Score -6265120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -6265181.500000 Penalty: 5265.278809
	Iteration 33Q: 3 clusters Score -6265182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -6265198.500000 Penalty: 5265.278809
	Iteration 34Q: 3 clusters Score -6265198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6265232.500000 Penalty: 5265.278809
	Iteration 35Q: 3 clusters Score -6265232 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6265318.000000 Penalty: 5265.278809
	Iteration 36Q: 3 clusters Score -6265318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6265356.500000 Penalty: 5265.278809
	Iteration 37Q: 3 clusters Score -6265356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6265403.000000 Penalty: 5265.278809
	Iteration 38Q: 3 clusters Score -6265403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -6265416.500000 Penalty: 5265.278809
	Iteration 39Q: 3 clusters Score -6265416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6265466.500000 Penalty: 5265.278809
	Iteration 40F: 3 clusters Score -6265466 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6265503.500000 Penalty: 5265.278809
	Iteration 41Q: 3 clusters Score -6265504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -6265524.500000 Penalty: 5265.278809
	Iteration 42Q: 3 clusters Score -6265524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6265544.500000 Penalty: 5265.278809
	Iteration 43Q: 3 clusters Score -6265544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -6265569.500000 Penalty: 5265.278809
	Iteration 44Q: 3 clusters Score -6265570 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -6265608.000000 Penalty: 5265.278809
	Iteration 45Q: 3 clusters Score -6265608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -6265635.500000 Penalty: 5265.278809
	Iteration 46Q: 3 clusters Score -6265636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6265658.000000 Penalty: 5265.278809
	Iteration 47Q: 3 clusters Score -6265658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -6265665.000000 Penalty: 5265.278809
	Iteration 48Q: 3 clusters Score -6265665 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -6265703.500000 Penalty: 5265.278809
	Iteration 49Q: 3 clusters Score -6265704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -6265735.000000 Penalty: 5265.278809
	Iteration 50Q: 3 clusters Score -6265735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6265763.500000 Penalty: 5265.278809
	Iteration 51Q: 3 clusters Score -6265764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -6265784.500000 Penalty: 5265.278809
	Iteration 52Q: 3 clusters Score -6265784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -6265830.000000 Penalty: 5265.278809
	Iteration 53Q: 3 clusters Score -6265830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -6265848.500000 Penalty: 5265.278809
	Iteration 54Q: 3 clusters Score -6265848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -6265855.000000 Penalty: 5265.278809
	Iteration 55Q: 3 clusters Score -6265855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -6265866.500000 Penalty: 5265.278809
	Iteration 56Q: 3 clusters Score -6265866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -6265885.000000 Penalty: 5265.278809
	Iteration 57Q: 3 clusters Score -6265885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -6265880.000000 Penalty: 5265.278809
	Iteration 58Q: 3 clusters Score -6265880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -6265907.000000 Penalty: 5265.278809
	Iteration 59Q: 3 clusters Score -6265907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -6265912.500000 Penalty: 5265.278809
	Iteration 60F: 3 clusters Score -6265912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -6265927.000000 Penalty: 5265.278809
	Iteration 61Q: 3 clusters Score -6265927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -6265931.500000 Penalty: 5265.278809
	Iteration 62Q: 3 clusters Score -6265932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6265916.000000 Penalty: 5265.278809
	Iteration 63Q: 3 clusters Score -6265916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -6265899.500000 Penalty: 5265.278809
	Iteration 64Q: 3 clusters Score -6265900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -6265903.000000 Penalty: 5265.278809
	Iteration 65Q: 3 clusters Score -6265903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -6265907.000000 Penalty: 5265.278809
	Iteration 66Q: 3 clusters Score -6265907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6265929.500000 Penalty: 5265.278809
	Iteration 67Q: 3 clusters Score -6265930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6265920.500000 Penalty: 5265.278809
	Iteration 68Q: 3 clusters Score -6265920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -6265921.000000 Penalty: 5265.278809
	Iteration 69Q: 3 clusters Score -6265921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -6265929.000000 Penalty: 5265.278809
	Iteration 70Q: 3 clusters Score -6265929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -6265928.000000 Penalty: 5265.278809
	Iteration 71Q: 3 clusters Score -6265928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -6265941.500000 Penalty: 5265.278809
	Iteration 72Q: 3 clusters Score -6265942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -6265929.500000 Penalty: 5265.278809
	Iteration 73Q: 3 clusters Score -6265930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -6265934.500000 Penalty: 5265.278809
	Iteration 74Q: 3 clusters Score -6265934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -6265925.000000 Penalty: 5265.278809
	Iteration 75Q: 3 clusters Score -6265925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -6265920.500000 Penalty: 5265.278809
	Iteration 76Q: 3 clusters Score -6265920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -6265937.500000 Penalty: 5265.278809
	Iteration 77Q: 3 clusters Score -6265938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6265942.000000 Penalty: 5265.278809
	Iteration 78Q: 3 clusters Score -6265942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -6265948.500000 Penalty: 5265.278809
	Iteration 79Q: 3 clusters Score -6265948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -6265939.000000 Penalty: 5265.278809
	Iteration 80F: 3 clusters Score -6265939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -6265934.500000 Penalty: 5265.278809
	Iteration 81Q: 3 clusters Score -6265934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -6265941.500000 Penalty: 5265.278809
	Iteration 82Q: 3 clusters Score -6265942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -6265945.000000 Penalty: 5265.278809
	Iteration 83Q: 3 clusters Score -6265945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -6265945.500000 Penalty: 5265.278809
	Iteration 84Q: 3 clusters Score -6265946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -6265955.000000 Penalty: 5265.278809
	Iteration 85Q: 3 clusters Score -6265955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -6265956.000000 Penalty: 5265.278809
	Iteration 86Q: 3 clusters Score -6265956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -6265956.000000 Penalty: 5265.278809
	Iteration 87F: 3 clusters Score -6265956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (223922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223922 members 
Entering Unmasked Estep 
Score: -34358992.000000 Penalty: 3055.125000
	Iteration 0F: 2 clusters Score -3.435899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -34264516.000000 Penalty: 6110.250000
	Iteration 0F: 3 clusters Score -3.426452e+07 nChanged 108062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 106028 members 
Entering Unmasked Estep 
Score: -34328520.000000 Penalty: 6110.250000
	Iteration 1F: 3 clusters Score -3.432852e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 101650 members 
Entering Unmasked Estep 
Score: -34331116.000000 Penalty: 6110.250000
	Iteration 2Q: 3 clusters Score -3.433112e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -34335356.000000 Penalty: 6110.250000
	Iteration 3Q: 3 clusters Score -3.433536e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -34342096.000000 Penalty: 6110.250000
	Iteration 4F: 3 clusters Score -3.43421e+07 nChanged 15106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -34351304.000000 Penalty: 6110.250000
	Iteration 5F: 3 clusters Score -3.43513e+07 nChanged 15956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -34361976.000000 Penalty: 6110.250000
	Iteration 6F: 3 clusters Score -3.436198e+07 nChanged 14529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164139 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -34371408.000000 Penalty: 6110.250000
	Iteration 7F: 3 clusters Score -3.437141e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167328 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -34376532.000000 Penalty: 6110.250000
	Iteration 8Q: 3 clusters Score -3.437653e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -34378236.000000 Penalty: 6110.250000
	Iteration 9Q: 3 clusters Score -3.437824e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -34378664.000000 Penalty: 6110.250000
	Iteration 10Q: 3 clusters Score -3.437866e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170169 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -34378848.000000 Penalty: 6110.250000
	Iteration 11Q: 3 clusters Score -3.437885e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -34379232.000000 Penalty: 6110.250000
	Iteration 12Q: 3 clusters Score -3.437923e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -34379488.000000 Penalty: 6110.250000
	Iteration 13Q: 3 clusters Score -3.437949e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -34379768.000000 Penalty: 6110.250000
	Iteration 14Q: 3 clusters Score -3.437977e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170642 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -34379996.000000 Penalty: 6110.250000
	Iteration 15Q: 3 clusters Score -3.438e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170384 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -34380228.000000 Penalty: 6110.250000
	Iteration 16Q: 3 clusters Score -3.438023e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -34380632.000000 Penalty: 6110.250000
	Iteration 17Q: 3 clusters Score -3.438063e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -34381044.000000 Penalty: 6110.250000
	Iteration 18Q: 3 clusters Score -3.438104e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168824 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -34381288.000000 Penalty: 6110.250000
	Iteration 19Q: 3 clusters Score -3.438129e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -34381376.000000 Penalty: 6110.250000
	Iteration 20F: 3 clusters Score -3.438138e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -34381408.000000 Penalty: 6110.250000
	Iteration 21Q: 3 clusters Score -3.438141e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -34381732.000000 Penalty: 6110.250000
	Iteration 22Q: 3 clusters Score -3.438173e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -34381824.000000 Penalty: 6110.250000
	Iteration 23Q: 3 clusters Score -3.438182e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163385 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -34382136.000000 Penalty: 6110.250000
	Iteration 24Q: 3 clusters Score -3.438214e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -34382296.000000 Penalty: 6110.250000
	Iteration 25Q: 3 clusters Score -3.43823e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -34382256.000000 Penalty: 6110.250000
	Iteration 26Q: 3 clusters Score -3.438226e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -34382316.000000 Penalty: 6110.250000
	Iteration 27Q: 3 clusters Score -3.438232e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156118 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -34382192.000000 Penalty: 6110.250000
	Iteration 28Q: 3 clusters Score -3.438219e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -34382596.000000 Penalty: 6110.250000
	Iteration 29Q: 3 clusters Score -3.43826e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -34382744.000000 Penalty: 6110.250000
	Iteration 30Q: 3 clusters Score -3.438274e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -34383144.000000 Penalty: 6110.250000
	Iteration 31Q: 3 clusters Score -3.438314e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144816 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -34382912.000000 Penalty: 6110.250000
	Iteration 32Q: 3 clusters Score -3.438291e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141235 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -34382904.000000 Penalty: 6110.250000
	Iteration 33Q: 3 clusters Score -3.43829e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137302 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -34383016.000000 Penalty: 6110.250000
	Iteration 34Q: 3 clusters Score -3.438302e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133104 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -34383160.000000 Penalty: 6110.250000
	Iteration 35Q: 3 clusters Score -3.438316e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -34383400.000000 Penalty: 6110.250000
	Iteration 36Q: 3 clusters Score -3.43834e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -34383628.000000 Penalty: 6110.250000
	Iteration 37Q: 3 clusters Score -3.438363e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -34384056.000000 Penalty: 6110.250000
	Iteration 38Q: 3 clusters Score -3.438406e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -34384036.000000 Penalty: 6110.250000
	Iteration 39Q: 3 clusters Score -3.438404e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -34384144.000000 Penalty: 6110.250000
	Iteration 40F: 3 clusters Score -3.438414e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -34384420.000000 Penalty: 6110.250000
	Iteration 41Q: 3 clusters Score -3.438442e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -34384660.000000 Penalty: 6110.250000
	Iteration 42Q: 3 clusters Score -3.438466e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -34384848.000000 Penalty: 6110.250000
	Iteration 43Q: 3 clusters Score -3.438485e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -34385164.000000 Penalty: 6110.250000
	Iteration 44Q: 3 clusters Score -3.438516e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113803 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -34385340.000000 Penalty: 6110.250000
	Iteration 45Q: 3 clusters Score -3.438534e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -34385320.000000 Penalty: 6110.250000
	Iteration 46Q: 3 clusters Score -3.438532e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113527 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -34385468.000000 Penalty: 6110.250000
	Iteration 47Q: 3 clusters Score -3.438547e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 110430 members 
Entering Unmasked Estep 
Score: -34385660.000000 Penalty: 6110.250000
	Iteration 48Q: 3 clusters Score -3.438566e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113547 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -34385724.000000 Penalty: 6110.250000
	Iteration 49Q: 3 clusters Score -3.438572e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -34385856.000000 Penalty: 6110.250000
	Iteration 50Q: 3 clusters Score -3.438586e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -34385796.000000 Penalty: 6110.250000
	Iteration 51Q: 3 clusters Score -3.43858e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113703 members 
Mstep: Class 2 contains 110219 members 
Entering Unmasked Estep 
Score: -34385904.000000 Penalty: 6110.250000
	Iteration 52Q: 3 clusters Score -3.43859e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -34385932.000000 Penalty: 6110.250000
	Iteration 53Q: 3 clusters Score -3.438593e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 110108 members 
Entering Unmasked Estep 
Score: -34386064.000000 Penalty: 6110.250000
	Iteration 54Q: 3 clusters Score -3.438606e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -34386136.000000 Penalty: 6110.250000
	Iteration 55Q: 3 clusters Score -3.438614e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -34386196.000000 Penalty: 6110.250000
	Iteration 56Q: 3 clusters Score -3.43862e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -34386244.000000 Penalty: 6110.250000
	Iteration 57Q: 3 clusters Score -3.438624e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -34386380.000000 Penalty: 6110.250000
	Iteration 58Q: 3 clusters Score -3.438638e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 109588 members 
Entering Unmasked Estep 
Score: -34386384.000000 Penalty: 6110.250000
	Iteration 59Q: 3 clusters Score -3.438638e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -34386424.000000 Penalty: 6110.250000
	Iteration 60F: 3 clusters Score -3.438642e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 109443 members 
Entering Unmasked Estep 
Score: -34386396.000000 Penalty: 6110.250000
	Iteration 61Q: 3 clusters Score -3.43864e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114509 members 
Mstep: Class 2 contains 109413 members 
Entering Unmasked Estep 
Score: -34386428.000000 Penalty: 6110.250000
	Iteration 62Q: 3 clusters Score -3.438643e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 109339 members 
Entering Unmasked Estep 
Score: -34386452.000000 Penalty: 6110.250000
	Iteration 63Q: 3 clusters Score -3.438645e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -34386496.000000 Penalty: 6110.250000
	Iteration 64Q: 3 clusters Score -3.43865e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114712 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -34386452.000000 Penalty: 6110.250000
	Iteration 65Q: 3 clusters Score -3.438645e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -34386456.000000 Penalty: 6110.250000
	Iteration 66Q: 3 clusters Score -3.438646e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -34386492.000000 Penalty: 6110.250000
	Iteration 67Q: 3 clusters Score -3.438649e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -34386504.000000 Penalty: 6110.250000
	Iteration 68Q: 3 clusters Score -3.43865e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114941 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -34386504.000000 Penalty: 6110.250000
	Iteration 69Q: 3 clusters Score -3.43865e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -34386516.000000 Penalty: 6110.250000
	Iteration 70Q: 3 clusters Score -3.438652e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -34386532.000000 Penalty: 6110.250000
	Iteration 71Q: 3 clusters Score -3.438653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115037 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -34386540.000000 Penalty: 6110.250000
	Iteration 72Q: 3 clusters Score -3.438654e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -34386568.000000 Penalty: 6110.250000
	Iteration 73Q: 3 clusters Score -3.438657e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -34386588.000000 Penalty: 6110.250000
	Iteration 74Q: 3 clusters Score -3.438659e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 108847 members 
Entering Unmasked Estep 
Score: -34386576.000000 Penalty: 6110.250000
	Iteration 75Q: 3 clusters Score -3.438658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115079 members 
Mstep: Class 2 contains 108843 members 
Entering Unmasked Estep 
Score: -34386540.000000 Penalty: 6110.250000
	Iteration 76Q: 3 clusters Score -3.438654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 108840 members 
Entering Unmasked Estep 
Score: -34386540.000000 Penalty: 6110.250000
	Iteration 77Q: 3 clusters Score -3.438654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115088 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -34386548.000000 Penalty: 6110.250000
	Iteration 78Q: 3 clusters Score -3.438655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -34386576.000000 Penalty: 6110.250000
	Iteration 79Q: 3 clusters Score -3.438658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -34386552.000000 Penalty: 6110.250000
	Iteration 80F: 3 clusters Score -3.438655e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -34386552.000000 Penalty: 6110.250000
	Iteration 81Q: 3 clusters Score -3.438655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -34386536.000000 Penalty: 6110.250000
	Iteration 82Q: 3 clusters Score -3.438654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -34386552.000000 Penalty: 6110.250000
	Iteration 83Q: 3 clusters Score -3.438655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115093 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -34386588.000000 Penalty: 6110.250000
	Iteration 84Q: 3 clusters Score -3.438659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -34386564.000000 Penalty: 6110.250000
	Iteration 85Q: 3 clusters Score -3.438656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 108817 members 
Entering Unmasked Estep 
Score: -34386548.000000 Penalty: 6110.250000
	Iteration 86Q: 3 clusters Score -3.438655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -34386556.000000 Penalty: 6110.250000
	Iteration 87Q: 3 clusters Score -3.438656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -34386576.000000 Penalty: 6110.250000
	Iteration 88Q: 3 clusters Score -3.438658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -34386604.000000 Penalty: 6110.250000
	Iteration 89Q: 3 clusters Score -3.43866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -34386600.000000 Penalty: 6110.250000
	Iteration 90Q: 3 clusters Score -3.43866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -34386616.000000 Penalty: 6110.250000
	Iteration 91Q: 3 clusters Score -3.438662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -34386600.000000 Penalty: 6110.250000
	Iteration 92Q: 3 clusters Score -3.43866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -34386604.000000 Penalty: 6110.250000
	Iteration 93Q: 3 clusters Score -3.43866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115106 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -34386604.000000 Penalty: 6110.250000
	Iteration 94Q: 3 clusters Score -3.43866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115104 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -34386600.000000 Penalty: 6110.250000
	Iteration 95Q: 3 clusters Score -3.43866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -34386596.000000 Penalty: 6110.250000
	Iteration 96Q: 3 clusters Score -3.43866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -34386612.000000 Penalty: 6110.250000
	Iteration 97Q: 3 clusters Score -3.438661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 108821 members 
Entering Unmasked Estep 
Score: -34386616.000000 Penalty: 6110.250000
	Iteration 98Q: 3 clusters Score -3.438662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -34386628.000000 Penalty: 6110.250000
	Iteration 99Q: 3 clusters Score -3.438663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -34386624.000000 Penalty: 6110.250000
	Iteration 100F: 3 clusters Score -3.438662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -34386616.000000 Penalty: 6110.250000
	Iteration 101Q: 3 clusters Score -3.438662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -34386624.000000 Penalty: 6110.250000
	Iteration 102Q: 3 clusters Score -3.438662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -34386624.000000 Penalty: 6110.250000
	Iteration 103Q: 3 clusters Score -3.438662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -34386620.000000 Penalty: 6110.250000
	Iteration 104Q: 3 clusters Score -3.438662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -34386620.000000 Penalty: 6110.250000
	Iteration 105F: 3 clusters Score -3.438662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24746 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 108826 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 115096 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 154497 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
Score: -104144816.000000 Penalty: 126803.226562
Splitting cluster 17 changes total score from -104117008.000000 to -104144816.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 18 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -581874.250000 Penalty: 2045.894775
	Iteration 0F: 2 clusters Score -581874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -578039.687500 Penalty: 4091.789551
	Iteration 0F: 3 clusters Score -578039.7 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -578909.812500 Penalty: 4091.789551
	Iteration 1F: 3 clusters Score -578909.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -579088.937500 Penalty: 4091.789551
	Iteration 2F: 3 clusters Score -579088.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -579202.125000 Penalty: 4091.789551
	Iteration 3Q: 3 clusters Score -579202.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -579271.437500 Penalty: 4091.789551
	Iteration 4Q: 3 clusters Score -579271.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -579321.250000 Penalty: 4091.789551
	Iteration 5Q: 3 clusters Score -579321.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -579372.312500 Penalty: 4091.789551
	Iteration 6Q: 3 clusters Score -579372.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -579421.187500 Penalty: 4091.789551
	Iteration 7Q: 3 clusters Score -579421.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -579462.937500 Penalty: 4091.789551
	Iteration 8Q: 3 clusters Score -579462.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -579498.750000 Penalty: 4091.789551
	Iteration 9Q: 3 clusters Score -579498.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -579541.062500 Penalty: 4091.789551
	Iteration 10Q: 3 clusters Score -579541.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -579591.437500 Penalty: 4091.789551
	Iteration 11Q: 3 clusters Score -579591.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -579639.125000 Penalty: 4091.789551
	Iteration 12Q: 3 clusters Score -579639.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -579692.250000 Penalty: 4091.789551
	Iteration 13Q: 3 clusters Score -579692.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -579737.812500 Penalty: 4091.789551
	Iteration 14Q: 3 clusters Score -579737.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -579765.625000 Penalty: 4091.789551
	Iteration 15Q: 3 clusters Score -579765.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -579785.562500 Penalty: 4091.789551
	Iteration 16Q: 3 clusters Score -579785.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -579798.937500 Penalty: 4091.789551
	Iteration 17Q: 3 clusters Score -579798.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -579811.562500 Penalty: 4091.789551
	Iteration 18Q: 3 clusters Score -579811.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -579827.000000 Penalty: 4091.789551
	Iteration 19Q: 3 clusters Score -579827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -579843.437500 Penalty: 4091.789551
	Iteration 20F: 3 clusters Score -579843.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -579866.187500 Penalty: 4091.789551
	Iteration 21Q: 3 clusters Score -579866.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -579887.437500 Penalty: 4091.789551
	Iteration 22Q: 3 clusters Score -579887.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -579914.312500 Penalty: 4091.789551
	Iteration 23Q: 3 clusters Score -579914.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -579937.812500 Penalty: 4091.789551
	Iteration 24Q: 3 clusters Score -579937.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -579956.625000 Penalty: 4091.789551
	Iteration 25Q: 3 clusters Score -579956.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -579970.500000 Penalty: 4091.789551
	Iteration 26Q: 3 clusters Score -579970.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -579985.562500 Penalty: 4091.789551
	Iteration 27Q: 3 clusters Score -579985.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -579998.125000 Penalty: 4091.789551
	Iteration 28Q: 3 clusters Score -579998.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -580009.250000 Penalty: 4091.789551
	Iteration 29Q: 3 clusters Score -580009.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -580021.812500 Penalty: 4091.789551
	Iteration 30Q: 3 clusters Score -580021.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -580033.250000 Penalty: 4091.789551
	Iteration 31Q: 3 clusters Score -580033.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -580042.687500 Penalty: 4091.789551
	Iteration 32Q: 3 clusters Score -580042.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -580053.750000 Penalty: 4091.789551
	Iteration 33Q: 3 clusters Score -580053.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -580064.750000 Penalty: 4091.789551
	Iteration 34Q: 3 clusters Score -580064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -580077.250000 Penalty: 4091.789551
	Iteration 35Q: 3 clusters Score -580077.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -580086.312500 Penalty: 4091.789551
	Iteration 36Q: 3 clusters Score -580086.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -580094.062500 Penalty: 4091.789551
	Iteration 37Q: 3 clusters Score -580094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -580099.062500 Penalty: 4091.789551
	Iteration 38Q: 3 clusters Score -580099.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -580106.125000 Penalty: 4091.789551
	Iteration 39Q: 3 clusters Score -580106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -580111.937500 Penalty: 4091.789551
	Iteration 40F: 3 clusters Score -580111.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -580117.750000 Penalty: 4091.789551
	Iteration 41Q: 3 clusters Score -580117.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -580121.875000 Penalty: 4091.789551
	Iteration 42Q: 3 clusters Score -580121.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -580130.562500 Penalty: 4091.789551
	Iteration 43Q: 3 clusters Score -580130.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -580138.437500 Penalty: 4091.789551
	Iteration 44Q: 3 clusters Score -580138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -580147.750000 Penalty: 4091.789551
	Iteration 45Q: 3 clusters Score -580147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -580158.625000 Penalty: 4091.789551
	Iteration 46Q: 3 clusters Score -580158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -580168.562500 Penalty: 4091.789551
	Iteration 47Q: 3 clusters Score -580168.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -580174.812500 Penalty: 4091.789551
	Iteration 48Q: 3 clusters Score -580174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -580180.062500 Penalty: 4091.789551
	Iteration 49Q: 3 clusters Score -580180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -580181.312500 Penalty: 4091.789551
	Iteration 50Q: 3 clusters Score -580181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -580186.000000 Penalty: 4091.789551
	Iteration 51Q: 3 clusters Score -580186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -580189.562500 Penalty: 4091.789551
	Iteration 52Q: 3 clusters Score -580189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580196.187500 Penalty: 4091.789551
	Iteration 53Q: 3 clusters Score -580196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580201.625000 Penalty: 4091.789551
	Iteration 54Q: 3 clusters Score -580201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -580205.312500 Penalty: 4091.789551
	Iteration 55Q: 3 clusters Score -580205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -580208.375000 Penalty: 4091.789551
	Iteration 56Q: 3 clusters Score -580208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -580210.750000 Penalty: 4091.789551
	Iteration 57Q: 3 clusters Score -580210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580211.250000 Penalty: 4091.789551
	Iteration 58Q: 3 clusters Score -580211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -580212.187500 Penalty: 4091.789551
	Iteration 59Q: 3 clusters Score -580212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -580211.750000 Penalty: 4091.789551
	Iteration 60F: 3 clusters Score -580211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -580213.187500 Penalty: 4091.789551
	Iteration 61Q: 3 clusters Score -580213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -580214.250000 Penalty: 4091.789551
	Iteration 62Q: 3 clusters Score -580214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -580213.625000 Penalty: 4091.789551
	Iteration 63Q: 3 clusters Score -580213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -580213.312500 Penalty: 4091.789551
	Iteration 64Q: 3 clusters Score -580213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -580214.875000 Penalty: 4091.789551
	Iteration 65Q: 3 clusters Score -580214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -580217.062500 Penalty: 4091.789551
	Iteration 66Q: 3 clusters Score -580217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -580218.437500 Penalty: 4091.789551
	Iteration 67Q: 3 clusters Score -580218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -580220.000000 Penalty: 4091.789551
	Iteration 68Q: 3 clusters Score -580220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -580223.250000 Penalty: 4091.789551
	Iteration 69Q: 3 clusters Score -580223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580223.937500 Penalty: 4091.789551
	Iteration 70Q: 3 clusters Score -580223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580226.812500 Penalty: 4091.789551
	Iteration 71Q: 3 clusters Score -580226.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -580230.250000 Penalty: 4091.789551
	Iteration 72Q: 3 clusters Score -580230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -580233.312500 Penalty: 4091.789551
	Iteration 73Q: 3 clusters Score -580233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -580235.687500 Penalty: 4091.789551
	Iteration 74Q: 3 clusters Score -580235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -580236.375000 Penalty: 4091.789551
	Iteration 75Q: 3 clusters Score -580236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -580236.687500 Penalty: 4091.789551
	Iteration 76Q: 3 clusters Score -580236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -580237.500000 Penalty: 4091.789551
	Iteration 77Q: 3 clusters Score -580237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -580238.937500 Penalty: 4091.789551
	Iteration 78Q: 3 clusters Score -580238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -580238.625000 Penalty: 4091.789551
	Iteration 79Q: 3 clusters Score -580238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -580239.000000 Penalty: 4091.789551
	Iteration 80F: 3 clusters Score -580239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -580239.625000 Penalty: 4091.789551
	Iteration 81Q: 3 clusters Score -580239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -580239.125000 Penalty: 4091.789551
	Iteration 82Q: 3 clusters Score -580239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -580239.812500 Penalty: 4091.789551
	Iteration 83Q: 3 clusters Score -580239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -580240.187500 Penalty: 4091.789551
	Iteration 84Q: 3 clusters Score -580240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -580239.437500 Penalty: 4091.789551
	Iteration 85Q: 3 clusters Score -580239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -580239.437500 Penalty: 4091.789551
	Iteration 86F: 3 clusters Score -580239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -403595.968750 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -403596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400381.187500 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -400381.2 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -401114.281250 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -401114.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -401349.156250 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -401349.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -401536.343750 Penalty: 3983.083252
	Iteration 3F: 3 clusters Score -401536.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -401695.750000 Penalty: 3983.083252
	Iteration 4F: 3 clusters Score -401695.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -401804.062500 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -401804.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -401891.406250 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -401891.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -401992.218750 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -401992.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -402113.937500 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -402113.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402243.156250 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -402243.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -402337.468750 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -402337.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -402394.656250 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -402394.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -402436.906250 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -402436.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -402470.968750 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -402471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -402506.125000 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -402506.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -402535.656250 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -402535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -402558.625000 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -402558.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -402577.625000 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -402577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -402588.437500 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -402588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -402603.500000 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -402603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -402623.750000 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -402623.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -402637.906250 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -402637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -402652.656250 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -402652.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -402664.468750 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -402664.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -402672.968750 Penalty: 3983.083252
	Iteration 24Q: 3 clusters Score -402673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -402680.968750 Penalty: 3983.083252
	Iteration 25Q: 3 clusters Score -402681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -402687.968750 Penalty: 3983.083252
	Iteration 26Q: 3 clusters Score -402688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -402692.687500 Penalty: 3983.083252
	Iteration 27Q: 3 clusters Score -402692.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -402697.906250 Penalty: 3983.083252
	Iteration 28Q: 3 clusters Score -402697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -402701.781250 Penalty: 3983.083252
	Iteration 29Q: 3 clusters Score -402701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -402707.375000 Penalty: 3983.083252
	Iteration 30Q: 3 clusters Score -402707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -402714.218750 Penalty: 3983.083252
	Iteration 31Q: 3 clusters Score -402714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -402722.531250 Penalty: 3983.083252
	Iteration 32Q: 3 clusters Score -402722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -402728.406250 Penalty: 3983.083252
	Iteration 33Q: 3 clusters Score -402728.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402740.718750 Penalty: 3983.083252
	Iteration 34Q: 3 clusters Score -402740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -402750.281250 Penalty: 3983.083252
	Iteration 35Q: 3 clusters Score -402750.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -402760.343750 Penalty: 3983.083252
	Iteration 36Q: 3 clusters Score -402760.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -402771.531250 Penalty: 3983.083252
	Iteration 37Q: 3 clusters Score -402771.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -402781.843750 Penalty: 3983.083252
	Iteration 38Q: 3 clusters Score -402781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -402791.750000 Penalty: 3983.083252
	Iteration 39Q: 3 clusters Score -402791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -402800.437500 Penalty: 3983.083252
	Iteration 40F: 3 clusters Score -402800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402806.781250 Penalty: 3983.083252
	Iteration 41Q: 3 clusters Score -402806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -402813.406250 Penalty: 3983.083252
	Iteration 42Q: 3 clusters Score -402813.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -402821.031250 Penalty: 3983.083252
	Iteration 43Q: 3 clusters Score -402821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -402825.437500 Penalty: 3983.083252
	Iteration 44Q: 3 clusters Score -402825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -402826.250000 Penalty: 3983.083252
	Iteration 45Q: 3 clusters Score -402826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -402828.750000 Penalty: 3983.083252
	Iteration 46Q: 3 clusters Score -402828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -402830.468750 Penalty: 3983.083252
	Iteration 47Q: 3 clusters Score -402830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402830.781250 Penalty: 3983.083252
	Iteration 48Q: 3 clusters Score -402830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -402831.687500 Penalty: 3983.083252
	Iteration 49Q: 3 clusters Score -402831.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -402831.906250 Penalty: 3983.083252
	Iteration 50Q: 3 clusters Score -402831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -402832.375000 Penalty: 3983.083252
	Iteration 51Q: 3 clusters Score -402832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -402832.375000 Penalty: 3983.083252
	Iteration 52F: 3 clusters Score -402832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Entering Unmasked Estep 
Score: -1440415.500000 Penalty: 2272.797363
	Iteration 0F: 2 clusters Score -1440416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1433111.375000 Penalty: 4545.594727
	Iteration 0F: 3 clusters Score -1433111 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1435227.750000 Penalty: 4545.594727
	Iteration 1F: 3 clusters Score -1435228 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1435547.250000 Penalty: 4545.594727
	Iteration 2F: 3 clusters Score -1435547 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1435760.750000 Penalty: 4545.594727
	Iteration 3Q: 3 clusters Score -1435761 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1435938.000000 Penalty: 4545.594727
	Iteration 4Q: 3 clusters Score -1435938 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1436073.000000 Penalty: 4545.594727
	Iteration 5Q: 3 clusters Score -1436073 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1436193.250000 Penalty: 4545.594727
	Iteration 6Q: 3 clusters Score -1436193 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1436287.375000 Penalty: 4545.594727
	Iteration 7Q: 3 clusters Score -1436287 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1436386.875000 Penalty: 4545.594727
	Iteration 8Q: 3 clusters Score -1436387 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1436481.500000 Penalty: 4545.594727
	Iteration 9Q: 3 clusters Score -1436482 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1436575.750000 Penalty: 4545.594727
	Iteration 10Q: 3 clusters Score -1436576 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1436670.625000 Penalty: 4545.594727
	Iteration 11Q: 3 clusters Score -1436671 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1436764.000000 Penalty: 4545.594727
	Iteration 12Q: 3 clusters Score -1436764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1436862.375000 Penalty: 4545.594727
	Iteration 13Q: 3 clusters Score -1436862 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1436964.875000 Penalty: 4545.594727
	Iteration 14Q: 3 clusters Score -1436965 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1437092.250000 Penalty: 4545.594727
	Iteration 15Q: 3 clusters Score -1437092 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1437254.750000 Penalty: 4545.594727
	Iteration 16Q: 3 clusters Score -1437255 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1437457.500000 Penalty: 4545.594727
	Iteration 17Q: 3 clusters Score -1437458 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1437679.625000 Penalty: 4545.594727
	Iteration 18Q: 3 clusters Score -1437680 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1437838.125000 Penalty: 4545.594727
	Iteration 19Q: 3 clusters Score -1437838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1437955.000000 Penalty: 4545.594727
	Iteration 20F: 3 clusters Score -1437955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1438049.750000 Penalty: 4545.594727
	Iteration 21Q: 3 clusters Score -1438050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1438118.250000 Penalty: 4545.594727
	Iteration 22Q: 3 clusters Score -1438118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1438171.375000 Penalty: 4545.594727
	Iteration 23Q: 3 clusters Score -1438171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1438212.500000 Penalty: 4545.594727
	Iteration 24Q: 3 clusters Score -1438212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1438244.625000 Penalty: 4545.594727
	Iteration 25Q: 3 clusters Score -1438245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1438259.500000 Penalty: 4545.594727
	Iteration 26Q: 3 clusters Score -1438260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1438271.750000 Penalty: 4545.594727
	Iteration 27Q: 3 clusters Score -1438272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1438283.000000 Penalty: 4545.594727
	Iteration 28Q: 3 clusters Score -1438283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1438293.250000 Penalty: 4545.594727
	Iteration 29Q: 3 clusters Score -1438293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1438302.750000 Penalty: 4545.594727
	Iteration 30Q: 3 clusters Score -1438303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1438307.000000 Penalty: 4545.594727
	Iteration 31Q: 3 clusters Score -1438307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1438312.500000 Penalty: 4545.594727
	Iteration 32Q: 3 clusters Score -1438312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1438318.500000 Penalty: 4545.594727
	Iteration 33Q: 3 clusters Score -1438318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1438325.875000 Penalty: 4545.594727
	Iteration 34Q: 3 clusters Score -1438326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1438330.000000 Penalty: 4545.594727
	Iteration 35Q: 3 clusters Score -1438330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1438331.000000 Penalty: 4545.594727
	Iteration 36Q: 3 clusters Score -1438331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1438331.375000 Penalty: 4545.594727
	Iteration 37Q: 3 clusters Score -1438331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1438331.125000 Penalty: 4545.594727
	Iteration 38Q: 3 clusters Score -1438331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1438330.125000 Penalty: 4545.594727
	Iteration 39Q: 3 clusters Score -1438330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1438330.000000 Penalty: 4545.594727
	Iteration 40F: 3 clusters Score -1438330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1438328.375000 Penalty: 4545.594727
	Iteration 41Q: 3 clusters Score -1438328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1438335.250000 Penalty: 4545.594727
	Iteration 42Q: 3 clusters Score -1438335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1438332.625000 Penalty: 4545.594727
	Iteration 43Q: 3 clusters Score -1438333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1438333.500000 Penalty: 4545.594727
	Iteration 44Q: 3 clusters Score -1438334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1438337.125000 Penalty: 4545.594727
	Iteration 45Q: 3 clusters Score -1438337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1438343.250000 Penalty: 4545.594727
	Iteration 46Q: 3 clusters Score -1438343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1438348.250000 Penalty: 4545.594727
	Iteration 47Q: 3 clusters Score -1438348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1438345.000000 Penalty: 4545.594727
	Iteration 48Q: 3 clusters Score -1438345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1438347.000000 Penalty: 4545.594727
	Iteration 49Q: 3 clusters Score -1438347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1438345.625000 Penalty: 4545.594727
	Iteration 50Q: 3 clusters Score -1438346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1438345.750000 Penalty: 4545.594727
	Iteration 51Q: 3 clusters Score -1438346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1438345.750000 Penalty: 4545.594727
	Iteration 52F: 3 clusters Score -1438346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Entering Unmasked Estep 
Score: -1968236.250000 Penalty: 2367.361328
	Iteration 0F: 2 clusters Score -1968236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1958047.125000 Penalty: 4734.722656
	Iteration 0F: 3 clusters Score -1958047 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1961504.000000 Penalty: 4734.722656
	Iteration 1F: 3 clusters Score -1961504 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1962258.625000 Penalty: 4734.722656
	Iteration 2F: 3 clusters Score -1962259 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1962926.125000 Penalty: 4734.722656
	Iteration 3F: 3 clusters Score -1962926 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1963476.375000 Penalty: 4734.722656
	Iteration 4F: 3 clusters Score -1963476 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1963863.250000 Penalty: 4734.722656
	Iteration 5F: 3 clusters Score -1963863 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1964151.125000 Penalty: 4734.722656
	Iteration 6Q: 3 clusters Score -1964151 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1964367.375000 Penalty: 4734.722656
	Iteration 7Q: 3 clusters Score -1964367 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1964522.500000 Penalty: 4734.722656
	Iteration 8Q: 3 clusters Score -1964522 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1964668.125000 Penalty: 4734.722656
	Iteration 9Q: 3 clusters Score -1964668 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1964799.000000 Penalty: 4734.722656
	Iteration 10Q: 3 clusters Score -1964799 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1964929.625000 Penalty: 4734.722656
	Iteration 11Q: 3 clusters Score -1964930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1965059.625000 Penalty: 4734.722656
	Iteration 12Q: 3 clusters Score -1965060 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1965196.375000 Penalty: 4734.722656
	Iteration 13Q: 3 clusters Score -1965196 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1965336.250000 Penalty: 4734.722656
	Iteration 14Q: 3 clusters Score -1965336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1965468.125000 Penalty: 4734.722656
	Iteration 15Q: 3 clusters Score -1965468 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1965556.500000 Penalty: 4734.722656
	Iteration 16Q: 3 clusters Score -1965556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1965628.625000 Penalty: 4734.722656
	Iteration 17Q: 3 clusters Score -1965629 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1965702.000000 Penalty: 4734.722656
	Iteration 18Q: 3 clusters Score -1965702 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1965737.250000 Penalty: 4734.722656
	Iteration 19Q: 3 clusters Score -1965737 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1965786.500000 Penalty: 4734.722656
	Iteration 20F: 3 clusters Score -1965786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1965830.750000 Penalty: 4734.722656
	Iteration 21Q: 3 clusters Score -1965831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1965874.375000 Penalty: 4734.722656
	Iteration 22Q: 3 clusters Score -1965874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1965927.625000 Penalty: 4734.722656
	Iteration 23Q: 3 clusters Score -1965928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1965988.750000 Penalty: 4734.722656
	Iteration 24Q: 3 clusters Score -1965989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1966034.125000 Penalty: 4734.722656
	Iteration 25Q: 3 clusters Score -1966034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1966077.875000 Penalty: 4734.722656
	Iteration 26Q: 3 clusters Score -1966078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1966115.125000 Penalty: 4734.722656
	Iteration 27Q: 3 clusters Score -1966115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1966158.375000 Penalty: 4734.722656
	Iteration 28Q: 3 clusters Score -1966158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1966199.250000 Penalty: 4734.722656
	Iteration 29Q: 3 clusters Score -1966199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1966249.625000 Penalty: 4734.722656
	Iteration 30Q: 3 clusters Score -1966250 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1966293.375000 Penalty: 4734.722656
	Iteration 31Q: 3 clusters Score -1966293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1966339.375000 Penalty: 4734.722656
	Iteration 32Q: 3 clusters Score -1966339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1966387.875000 Penalty: 4734.722656
	Iteration 33Q: 3 clusters Score -1966388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1966429.000000 Penalty: 4734.722656
	Iteration 34Q: 3 clusters Score -1966429 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1966484.375000 Penalty: 4734.722656
	Iteration 35Q: 3 clusters Score -1966484 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1966531.000000 Penalty: 4734.722656
	Iteration 36Q: 3 clusters Score -1966531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1966576.000000 Penalty: 4734.722656
	Iteration 37Q: 3 clusters Score -1966576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1966610.250000 Penalty: 4734.722656
	Iteration 38Q: 3 clusters Score -1966610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1966642.125000 Penalty: 4734.722656
	Iteration 39Q: 3 clusters Score -1966642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1966669.500000 Penalty: 4734.722656
	Iteration 40F: 3 clusters Score -1966670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1966678.625000 Penalty: 4734.722656
	Iteration 41Q: 3 clusters Score -1966679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1966692.500000 Penalty: 4734.722656
	Iteration 42Q: 3 clusters Score -1966692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1966702.125000 Penalty: 4734.722656
	Iteration 43Q: 3 clusters Score -1966702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1966703.750000 Penalty: 4734.722656
	Iteration 44Q: 3 clusters Score -1966704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1966709.750000 Penalty: 4734.722656
	Iteration 45Q: 3 clusters Score -1966710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1966710.000000 Penalty: 4734.722656
	Iteration 46Q: 3 clusters Score -1966710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1966713.750000 Penalty: 4734.722656
	Iteration 47Q: 3 clusters Score -1966714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1966717.875000 Penalty: 4734.722656
	Iteration 48Q: 3 clusters Score -1966718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1966721.500000 Penalty: 4734.722656
	Iteration 49Q: 3 clusters Score -1966722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1966721.125000 Penalty: 4734.722656
	Iteration 50Q: 3 clusters Score -1966721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1966721.500000 Penalty: 4734.722656
	Iteration 51Q: 3 clusters Score -1966722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1966719.625000 Penalty: 4734.722656
	Iteration 52Q: 3 clusters Score -1966720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1966725.750000 Penalty: 4734.722656
	Iteration 53Q: 3 clusters Score -1966726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1966726.500000 Penalty: 4734.722656
	Iteration 54Q: 3 clusters Score -1966726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1966728.250000 Penalty: 4734.722656
	Iteration 55Q: 3 clusters Score -1966728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1966725.000000 Penalty: 4734.722656
	Iteration 56Q: 3 clusters Score -1966725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1966726.375000 Penalty: 4734.722656
	Iteration 57Q: 3 clusters Score -1966726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1966727.250000 Penalty: 4734.722656
	Iteration 58Q: 3 clusters Score -1966727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1966726.000000 Penalty: 4734.722656
	Iteration 59Q: 3 clusters Score -1966726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1966724.375000 Penalty: 4734.722656
	Iteration 60F: 3 clusters Score -1966724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1966726.125000 Penalty: 4734.722656
	Iteration 61Q: 3 clusters Score -1966726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1966729.000000 Penalty: 4734.722656
	Iteration 62Q: 3 clusters Score -1966729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1966730.375000 Penalty: 4734.722656
	Iteration 63Q: 3 clusters Score -1966730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1966731.250000 Penalty: 4734.722656
	Iteration 64Q: 3 clusters Score -1966731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1966730.125000 Penalty: 4734.722656
	Iteration 65Q: 3 clusters Score -1966730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1966733.125000 Penalty: 4734.722656
	Iteration 66Q: 3 clusters Score -1966733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1966743.375000 Penalty: 4734.722656
	Iteration 67Q: 3 clusters Score -1966743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1966739.875000 Penalty: 4734.722656
	Iteration 68Q: 3 clusters Score -1966740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1966744.000000 Penalty: 4734.722656
	Iteration 69Q: 3 clusters Score -1966744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1966744.500000 Penalty: 4734.722656
	Iteration 70Q: 3 clusters Score -1966744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1966752.750000 Penalty: 4734.722656
	Iteration 71Q: 3 clusters Score -1966753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1966756.250000 Penalty: 4734.722656
	Iteration 72Q: 3 clusters Score -1966756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1966759.500000 Penalty: 4734.722656
	Iteration 73Q: 3 clusters Score -1966760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1966759.875000 Penalty: 4734.722656
	Iteration 74Q: 3 clusters Score -1966760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1966764.500000 Penalty: 4734.722656
	Iteration 75Q: 3 clusters Score -1966764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1966768.750000 Penalty: 4734.722656
	Iteration 76Q: 3 clusters Score -1966769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1966771.625000 Penalty: 4734.722656
	Iteration 77Q: 3 clusters Score -1966772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1966773.375000 Penalty: 4734.722656
	Iteration 78Q: 3 clusters Score -1966773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1966775.125000 Penalty: 4734.722656
	Iteration 79Q: 3 clusters Score -1966775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1966779.625000 Penalty: 4734.722656
	Iteration 80F: 3 clusters Score -1966780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1966780.375000 Penalty: 4734.722656
	Iteration 81Q: 3 clusters Score -1966780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1966782.250000 Penalty: 4734.722656
	Iteration 82Q: 3 clusters Score -1966782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1966785.500000 Penalty: 4734.722656
	Iteration 83Q: 3 clusters Score -1966786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1966789.625000 Penalty: 4734.722656
	Iteration 84Q: 3 clusters Score -1966790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1966791.625000 Penalty: 4734.722656
	Iteration 85Q: 3 clusters Score -1966792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1966794.125000 Penalty: 4734.722656
	Iteration 86Q: 3 clusters Score -1966794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1966798.125000 Penalty: 4734.722656
	Iteration 87Q: 3 clusters Score -1966798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1966802.375000 Penalty: 4734.722656
	Iteration 88Q: 3 clusters Score -1966802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1966800.750000 Penalty: 4734.722656
	Iteration 89Q: 3 clusters Score -1966801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1966804.500000 Penalty: 4734.722656
	Iteration 90Q: 3 clusters Score -1966804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1966805.000000 Penalty: 4734.722656
	Iteration 91Q: 3 clusters Score -1966805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1966814.500000 Penalty: 4734.722656
	Iteration 92Q: 3 clusters Score -1966814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1966814.500000 Penalty: 4734.722656
	Iteration 93Q: 3 clusters Score -1966814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1966813.375000 Penalty: 4734.722656
	Iteration 94Q: 3 clusters Score -1966813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1966815.625000 Penalty: 4734.722656
	Iteration 95Q: 3 clusters Score -1966816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1966816.250000 Penalty: 4734.722656
	Iteration 96Q: 3 clusters Score -1966816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1966819.000000 Penalty: 4734.722656
	Iteration 97Q: 3 clusters Score -1966819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1966820.375000 Penalty: 4734.722656
	Iteration 98Q: 3 clusters Score -1966820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1966825.750000 Penalty: 4734.722656
	Iteration 99Q: 3 clusters Score -1966826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1966830.375000 Penalty: 4734.722656
	Iteration 100F: 3 clusters Score -1966830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1966832.625000 Penalty: 4734.722656
	Iteration 101Q: 3 clusters Score -1966833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1966835.625000 Penalty: 4734.722656
	Iteration 102Q: 3 clusters Score -1966836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1966838.500000 Penalty: 4734.722656
	Iteration 103Q: 3 clusters Score -1966838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1966838.250000 Penalty: 4734.722656
	Iteration 104Q: 3 clusters Score -1966838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1966847.000000 Penalty: 4734.722656
	Iteration 105Q: 3 clusters Score -1966847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1966846.500000 Penalty: 4734.722656
	Iteration 106Q: 3 clusters Score -1966846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1966847.375000 Penalty: 4734.722656
	Iteration 107Q: 3 clusters Score -1966847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1966849.125000 Penalty: 4734.722656
	Iteration 108Q: 3 clusters Score -1966849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1966850.875000 Penalty: 4734.722656
	Iteration 109Q: 3 clusters Score -1966851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1966852.375000 Penalty: 4734.722656
	Iteration 110Q: 3 clusters Score -1966852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1966854.375000 Penalty: 4734.722656
	Iteration 111Q: 3 clusters Score -1966854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1966853.125000 Penalty: 4734.722656
	Iteration 112Q: 3 clusters Score -1966853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1966851.750000 Penalty: 4734.722656
	Iteration 113Q: 3 clusters Score -1966852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1966853.250000 Penalty: 4734.722656
	Iteration 114Q: 3 clusters Score -1966853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1966854.250000 Penalty: 4734.722656
	Iteration 115Q: 3 clusters Score -1966854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1966857.875000 Penalty: 4734.722656
	Iteration 116Q: 3 clusters Score -1966858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1966857.875000 Penalty: 4734.722656
	Iteration 117F: 3 clusters Score -1966858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20545.724609 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20545.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20688.658203 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20688.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20765.154297 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -20765.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20783.494141 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20783.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20813.945312 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20813.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20873.482422 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -20873.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20881.175781 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -20881.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20887.335938 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -20887.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20887.335938 Penalty: 2632.900635
	Iteration 8F: 3 clusters Score -20887.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Entering Unmasked Estep 
Score: -3024225.250000 Penalty: 2455.182861
	Iteration 0F: 2 clusters Score -3024225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3010110.250000 Penalty: 4910.365723
	Iteration 0F: 3 clusters Score -3010110 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3014929.500000 Penalty: 4910.365723
	Iteration 1F: 3 clusters Score -3014930 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3015333.500000 Penalty: 4910.365723
	Iteration 2F: 3 clusters Score -3015334 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3015748.500000 Penalty: 4910.365723
	Iteration 3Q: 3 clusters Score -3015748 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3016144.250000 Penalty: 4910.365723
	Iteration 4Q: 3 clusters Score -3016144 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3016496.250000 Penalty: 4910.365723
	Iteration 5Q: 3 clusters Score -3016496 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3016862.500000 Penalty: 4910.365723
	Iteration 6Q: 3 clusters Score -3016862 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3017216.500000 Penalty: 4910.365723
	Iteration 7Q: 3 clusters Score -3017216 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3017568.500000 Penalty: 4910.365723
	Iteration 8Q: 3 clusters Score -3017568 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3017897.250000 Penalty: 4910.365723
	Iteration 9Q: 3 clusters Score -3017897 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3018180.000000 Penalty: 4910.365723
	Iteration 10Q: 3 clusters Score -3018180 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3018425.000000 Penalty: 4910.365723
	Iteration 11Q: 3 clusters Score -3018425 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3018709.500000 Penalty: 4910.365723
	Iteration 12Q: 3 clusters Score -3018710 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3018962.750000 Penalty: 4910.365723
	Iteration 13Q: 3 clusters Score -3018963 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3019218.250000 Penalty: 4910.365723
	Iteration 14Q: 3 clusters Score -3019218 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3019527.500000 Penalty: 4910.365723
	Iteration 15Q: 3 clusters Score -3019528 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3019846.000000 Penalty: 4910.365723
	Iteration 16Q: 3 clusters Score -3019846 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3020191.750000 Penalty: 4910.365723
	Iteration 17Q: 3 clusters Score -3020192 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3020532.750000 Penalty: 4910.365723
	Iteration 18Q: 3 clusters Score -3020533 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3020880.000000 Penalty: 4910.365723
	Iteration 19Q: 3 clusters Score -3020880 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3021156.000000 Penalty: 4910.365723
	Iteration 20F: 3 clusters Score -3021156 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3021375.500000 Penalty: 4910.365723
	Iteration 21Q: 3 clusters Score -3021376 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3021549.250000 Penalty: 4910.365723
	Iteration 22Q: 3 clusters Score -3021549 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3021681.750000 Penalty: 4910.365723
	Iteration 23Q: 3 clusters Score -3021682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3021780.250000 Penalty: 4910.365723
	Iteration 24Q: 3 clusters Score -3021780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3021856.500000 Penalty: 4910.365723
	Iteration 25Q: 3 clusters Score -3021856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3021904.500000 Penalty: 4910.365723
	Iteration 26Q: 3 clusters Score -3021904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3021962.000000 Penalty: 4910.365723
	Iteration 27Q: 3 clusters Score -3021962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3022007.500000 Penalty: 4910.365723
	Iteration 28Q: 3 clusters Score -3022008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3022036.000000 Penalty: 4910.365723
	Iteration 29Q: 3 clusters Score -3022036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3022050.250000 Penalty: 4910.365723
	Iteration 30Q: 3 clusters Score -3022050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3022067.000000 Penalty: 4910.365723
	Iteration 31Q: 3 clusters Score -3022067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3022079.000000 Penalty: 4910.365723
	Iteration 32Q: 3 clusters Score -3022079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3022091.000000 Penalty: 4910.365723
	Iteration 33Q: 3 clusters Score -3022091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3022099.750000 Penalty: 4910.365723
	Iteration 34Q: 3 clusters Score -3022100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3022103.000000 Penalty: 4910.365723
	Iteration 35Q: 3 clusters Score -3022103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3022105.500000 Penalty: 4910.365723
	Iteration 36Q: 3 clusters Score -3022106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3022106.500000 Penalty: 4910.365723
	Iteration 37Q: 3 clusters Score -3022106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3022106.500000 Penalty: 4910.365723
	Iteration 38F: 3 clusters Score -3022106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Entering Unmasked Estep 
Score: -2856315.250000 Penalty: 2454.047852
	Iteration 0F: 2 clusters Score -2856315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2842424.500000 Penalty: 4908.095703
	Iteration 0F: 3 clusters Score -2842424 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2847197.750000 Penalty: 4908.095703
	Iteration 1F: 3 clusters Score -2847198 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2847703.000000 Penalty: 4908.095703
	Iteration 2F: 3 clusters Score -2847703 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2848126.000000 Penalty: 4908.095703
	Iteration 3F: 3 clusters Score -2848126 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2848527.000000 Penalty: 4908.095703
	Iteration 4Q: 3 clusters Score -2848527 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2848969.500000 Penalty: 4908.095703
	Iteration 5Q: 3 clusters Score -2848970 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2849414.500000 Penalty: 4908.095703
	Iteration 6Q: 3 clusters Score -2849414 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2849835.500000 Penalty: 4908.095703
	Iteration 7Q: 3 clusters Score -2849836 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2850238.750000 Penalty: 4908.095703
	Iteration 8Q: 3 clusters Score -2850239 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2850595.500000 Penalty: 4908.095703
	Iteration 9Q: 3 clusters Score -2850596 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2850903.750000 Penalty: 4908.095703
	Iteration 10Q: 3 clusters Score -2850904 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2851210.000000 Penalty: 4908.095703
	Iteration 11Q: 3 clusters Score -2851210 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2851486.500000 Penalty: 4908.095703
	Iteration 12Q: 3 clusters Score -2851486 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2851736.000000 Penalty: 4908.095703
	Iteration 13Q: 3 clusters Score -2851736 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2851997.750000 Penalty: 4908.095703
	Iteration 14Q: 3 clusters Score -2851998 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2852226.250000 Penalty: 4908.095703
	Iteration 15Q: 3 clusters Score -2852226 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2852448.250000 Penalty: 4908.095703
	Iteration 16Q: 3 clusters Score -2852448 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2852629.250000 Penalty: 4908.095703
	Iteration 17Q: 3 clusters Score -2852629 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2852842.750000 Penalty: 4908.095703
	Iteration 18Q: 3 clusters Score -2852843 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2853062.500000 Penalty: 4908.095703
	Iteration 19Q: 3 clusters Score -2853062 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2853257.500000 Penalty: 4908.095703
	Iteration 20F: 3 clusters Score -2853258 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2853470.750000 Penalty: 4908.095703
	Iteration 21Q: 3 clusters Score -2853471 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2853661.250000 Penalty: 4908.095703
	Iteration 22Q: 3 clusters Score -2853661 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2853837.000000 Penalty: 4908.095703
	Iteration 23Q: 3 clusters Score -2853837 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2853994.750000 Penalty: 4908.095703
	Iteration 24Q: 3 clusters Score -2853995 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2854119.250000 Penalty: 4908.095703
	Iteration 25Q: 3 clusters Score -2854119 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2854205.250000 Penalty: 4908.095703
	Iteration 26Q: 3 clusters Score -2854205 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2854273.250000 Penalty: 4908.095703
	Iteration 27Q: 3 clusters Score -2854273 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2854336.750000 Penalty: 4908.095703
	Iteration 28Q: 3 clusters Score -2854337 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2854397.750000 Penalty: 4908.095703
	Iteration 29Q: 3 clusters Score -2854398 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2854432.000000 Penalty: 4908.095703
	Iteration 30Q: 3 clusters Score -2854432 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2854468.000000 Penalty: 4908.095703
	Iteration 31Q: 3 clusters Score -2854468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2854477.000000 Penalty: 4908.095703
	Iteration 32Q: 3 clusters Score -2854477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2854495.250000 Penalty: 4908.095703
	Iteration 33Q: 3 clusters Score -2854495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2854511.500000 Penalty: 4908.095703
	Iteration 34Q: 3 clusters Score -2854512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2854534.000000 Penalty: 4908.095703
	Iteration 35Q: 3 clusters Score -2854534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2854549.000000 Penalty: 4908.095703
	Iteration 36Q: 3 clusters Score -2854549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2854572.500000 Penalty: 4908.095703
	Iteration 37Q: 3 clusters Score -2854572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2854586.500000 Penalty: 4908.095703
	Iteration 38Q: 3 clusters Score -2854586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2854592.750000 Penalty: 4908.095703
	Iteration 39Q: 3 clusters Score -2854593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2854604.750000 Penalty: 4908.095703
	Iteration 40F: 3 clusters Score -2854605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2854624.250000 Penalty: 4908.095703
	Iteration 41Q: 3 clusters Score -2854624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2854633.000000 Penalty: 4908.095703
	Iteration 42Q: 3 clusters Score -2854633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2854643.750000 Penalty: 4908.095703
	Iteration 43Q: 3 clusters Score -2854644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2854647.750000 Penalty: 4908.095703
	Iteration 44Q: 3 clusters Score -2854648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2854654.750000 Penalty: 4908.095703
	Iteration 45Q: 3 clusters Score -2854655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2854661.500000 Penalty: 4908.095703
	Iteration 46Q: 3 clusters Score -2854662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2854671.750000 Penalty: 4908.095703
	Iteration 47Q: 3 clusters Score -2854672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2854673.000000 Penalty: 4908.095703
	Iteration 48Q: 3 clusters Score -2854673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2854684.500000 Penalty: 4908.095703
	Iteration 49Q: 3 clusters Score -2854684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2854674.250000 Penalty: 4908.095703
	Iteration 50Q: 3 clusters Score -2854674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2854688.000000 Penalty: 4908.095703
	Iteration 51Q: 3 clusters Score -2854688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2854694.750000 Penalty: 4908.095703
	Iteration 52Q: 3 clusters Score -2854695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2854707.750000 Penalty: 4908.095703
	Iteration 53Q: 3 clusters Score -2854708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2854706.000000 Penalty: 4908.095703
	Iteration 54Q: 3 clusters Score -2854706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2854710.250000 Penalty: 4908.095703
	Iteration 55Q: 3 clusters Score -2854710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2854719.000000 Penalty: 4908.095703
	Iteration 56Q: 3 clusters Score -2854719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2854727.000000 Penalty: 4908.095703
	Iteration 57Q: 3 clusters Score -2854727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2854728.250000 Penalty: 4908.095703
	Iteration 58Q: 3 clusters Score -2854728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2854742.000000 Penalty: 4908.095703
	Iteration 59Q: 3 clusters Score -2854742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2854756.000000 Penalty: 4908.095703
	Iteration 60F: 3 clusters Score -2854756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2854756.750000 Penalty: 4908.095703
	Iteration 61Q: 3 clusters Score -2854757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2854769.750000 Penalty: 4908.095703
	Iteration 62Q: 3 clusters Score -2854770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2854774.000000 Penalty: 4908.095703
	Iteration 63Q: 3 clusters Score -2854774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2854775.750000 Penalty: 4908.095703
	Iteration 64Q: 3 clusters Score -2854776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2854773.250000 Penalty: 4908.095703
	Iteration 65Q: 3 clusters Score -2854773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2854781.750000 Penalty: 4908.095703
	Iteration 66Q: 3 clusters Score -2854782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2854784.250000 Penalty: 4908.095703
	Iteration 67Q: 3 clusters Score -2854784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2854787.250000 Penalty: 4908.095703
	Iteration 68Q: 3 clusters Score -2854787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2854789.500000 Penalty: 4908.095703
	Iteration 69Q: 3 clusters Score -2854790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2854800.250000 Penalty: 4908.095703
	Iteration 70Q: 3 clusters Score -2854800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2854802.750000 Penalty: 4908.095703
	Iteration 71Q: 3 clusters Score -2854803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2854803.500000 Penalty: 4908.095703
	Iteration 72Q: 3 clusters Score -2854804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2854806.500000 Penalty: 4908.095703
	Iteration 73Q: 3 clusters Score -2854806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2854807.250000 Penalty: 4908.095703
	Iteration 74Q: 3 clusters Score -2854807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2854803.750000 Penalty: 4908.095703
	Iteration 75Q: 3 clusters Score -2854804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2854806.250000 Penalty: 4908.095703
	Iteration 76Q: 3 clusters Score -2854806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2854802.000000 Penalty: 4908.095703
	Iteration 77Q: 3 clusters Score -2854802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2854816.500000 Penalty: 4908.095703
	Iteration 78Q: 3 clusters Score -2854816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2854814.000000 Penalty: 4908.095703
	Iteration 79Q: 3 clusters Score -2854814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2854812.000000 Penalty: 4908.095703
	Iteration 80F: 3 clusters Score -2854812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2854816.750000 Penalty: 4908.095703
	Iteration 81Q: 3 clusters Score -2854817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2854816.250000 Penalty: 4908.095703
	Iteration 82Q: 3 clusters Score -2854816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2854816.500000 Penalty: 4908.095703
	Iteration 83Q: 3 clusters Score -2854816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2854817.500000 Penalty: 4908.095703
	Iteration 84Q: 3 clusters Score -2854818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2854819.500000 Penalty: 4908.095703
	Iteration 85Q: 3 clusters Score -2854820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2854819.000000 Penalty: 4908.095703
	Iteration 86Q: 3 clusters Score -2854819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2854818.250000 Penalty: 4908.095703
	Iteration 87Q: 3 clusters Score -2854818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2854819.250000 Penalty: 4908.095703
	Iteration 88Q: 3 clusters Score -2854819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2854824.500000 Penalty: 4908.095703
	Iteration 89Q: 3 clusters Score -2854824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2854816.500000 Penalty: 4908.095703
	Iteration 90Q: 3 clusters Score -2854816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2854817.750000 Penalty: 4908.095703
	Iteration 91Q: 3 clusters Score -2854818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2854817.750000 Penalty: 4908.095703
	Iteration 92Q: 3 clusters Score -2854818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2854813.500000 Penalty: 4908.095703
	Iteration 93Q: 3 clusters Score -2854814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2854818.500000 Penalty: 4908.095703
	Iteration 94Q: 3 clusters Score -2854818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2854820.250000 Penalty: 4908.095703
	Iteration 95Q: 3 clusters Score -2854820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2854819.250000 Penalty: 4908.095703
	Iteration 96Q: 3 clusters Score -2854819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2854819.750000 Penalty: 4908.095703
	Iteration 97Q: 3 clusters Score -2854820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2854820.000000 Penalty: 4908.095703
	Iteration 98Q: 3 clusters Score -2854820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2854828.250000 Penalty: 4908.095703
	Iteration 99Q: 3 clusters Score -2854828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2854831.000000 Penalty: 4908.095703
	Iteration 100F: 3 clusters Score -2854831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2854828.000000 Penalty: 4908.095703
	Iteration 101Q: 3 clusters Score -2854828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2854827.000000 Penalty: 4908.095703
	Iteration 102Q: 3 clusters Score -2854827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2854827.250000 Penalty: 4908.095703
	Iteration 103Q: 3 clusters Score -2854827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2854830.750000 Penalty: 4908.095703
	Iteration 104Q: 3 clusters Score -2854831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2854832.750000 Penalty: 4908.095703
	Iteration 105Q: 3 clusters Score -2854833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2854829.750000 Penalty: 4908.095703
	Iteration 106Q: 3 clusters Score -2854830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2854832.500000 Penalty: 4908.095703
	Iteration 107Q: 3 clusters Score -2854832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2854841.250000 Penalty: 4908.095703
	Iteration 108Q: 3 clusters Score -2854841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2854842.250000 Penalty: 4908.095703
	Iteration 109Q: 3 clusters Score -2854842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2854838.250000 Penalty: 4908.095703
	Iteration 110Q: 3 clusters Score -2854838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2854846.250000 Penalty: 4908.095703
	Iteration 111Q: 3 clusters Score -2854846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2854844.750000 Penalty: 4908.095703
	Iteration 112Q: 3 clusters Score -2854845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2854848.500000 Penalty: 4908.095703
	Iteration 113Q: 3 clusters Score -2854848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2854846.750000 Penalty: 4908.095703
	Iteration 114Q: 3 clusters Score -2854847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2854846.000000 Penalty: 4908.095703
	Iteration 115Q: 3 clusters Score -2854846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2854850.500000 Penalty: 4908.095703
	Iteration 116Q: 3 clusters Score -2854850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2854852.500000 Penalty: 4908.095703
	Iteration 117Q: 3 clusters Score -2854852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2854851.250000 Penalty: 4908.095703
	Iteration 118Q: 3 clusters Score -2854851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2854851.000000 Penalty: 4908.095703
	Iteration 119Q: 3 clusters Score -2854851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2854852.750000 Penalty: 4908.095703
	Iteration 120F: 3 clusters Score -2854853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2854847.750000 Penalty: 4908.095703
	Iteration 121Q: 3 clusters Score -2854848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2854853.250000 Penalty: 4908.095703
	Iteration 122Q: 3 clusters Score -2854853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2854851.750000 Penalty: 4908.095703
	Iteration 123Q: 3 clusters Score -2854852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2854856.000000 Penalty: 4908.095703
	Iteration 124Q: 3 clusters Score -2854856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2854856.000000 Penalty: 4908.095703
	Iteration 125F: 3 clusters Score -2854856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -279113.187500 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -279113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276580.750000 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -276580.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -277031.156250 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -277031.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -277133.906250 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -277133.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -277190.250000 Penalty: 3722.451172
	Iteration 3Q: 3 clusters Score -277190.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -277219.968750 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -277220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -277238.718750 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -277238.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -277255.218750 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -277255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277265.625000 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -277265.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -277271.937500 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -277271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277274.937500 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -277274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277277.593750 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -277277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277279.625000 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -277279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277279.625000 Penalty: 3722.451172
	Iteration 12F: 3 clusters Score -277279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -147536.296875 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -147536.3 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 524 members 
Entering Unmasked Estep 
Score: -145591.953125 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -145592 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145966.187500 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -145966.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146169.125000 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -146169.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -146429.046875 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -146429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146655.390625 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -146655.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146780.328125 Penalty: 3463.039551
	Iteration 5F: 3 clusters Score -146780.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146865.078125 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -146865.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146930.859375 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -146930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146965.968750 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -146966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146997.703125 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -146997.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147019.765625 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -147019.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147035.515625 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -147035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147043.390625 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -147043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147053.875000 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -147053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147058.812500 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -147058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147061.171875 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -147061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147062.843750 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -147062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147063.046875 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -147063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147063.046875 Penalty: 3463.039551
	Iteration 18F: 3 clusters Score -147063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 407 members 
Entering Unmasked Estep 
Score: -104860.906250 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104860.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105176.031250 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105361.726562 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105361.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105566.109375 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105566.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105813.296875 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105813.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105979.882812 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105979.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106053.054688 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -106053.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106127.273438 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -106127.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106216.460938 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106216.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106283.710938 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106283.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -106323.148438 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106350.414062 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106405.289062 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106405.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106431.265625 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106431.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106443.945312 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106455.484375 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106478.406250 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106499.281250 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106499.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -106525.320312 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106539.476562 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -106539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106555.070312 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -106555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106560.773438 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -106560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106562.585938 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -106562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106562.585938 Penalty: 3321.116211
	Iteration 23F: 3 clusters Score -106562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -1299325.125000 Penalty: 2246.443115
	Iteration 0F: 2 clusters Score -1299325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1292602.875000 Penalty: 4492.886230
	Iteration 0F: 3 clusters Score -1292603 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1294410.000000 Penalty: 4492.886230
	Iteration 1F: 3 clusters Score -1294410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1294653.750000 Penalty: 4492.886230
	Iteration 2F: 3 clusters Score -1294654 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1294835.750000 Penalty: 4492.886230
	Iteration 3Q: 3 clusters Score -1294836 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1294991.000000 Penalty: 4492.886230
	Iteration 4Q: 3 clusters Score -1294991 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1295114.500000 Penalty: 4492.886230
	Iteration 5Q: 3 clusters Score -1295114 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1295210.625000 Penalty: 4492.886230
	Iteration 6Q: 3 clusters Score -1295211 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1295293.500000 Penalty: 4492.886230
	Iteration 7Q: 3 clusters Score -1295294 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1295365.500000 Penalty: 4492.886230
	Iteration 8Q: 3 clusters Score -1295366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1295431.750000 Penalty: 4492.886230
	Iteration 9Q: 3 clusters Score -1295432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1295494.375000 Penalty: 4492.886230
	Iteration 10Q: 3 clusters Score -1295494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1295554.375000 Penalty: 4492.886230
	Iteration 11Q: 3 clusters Score -1295554 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1295618.000000 Penalty: 4492.886230
	Iteration 12Q: 3 clusters Score -1295618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1295689.625000 Penalty: 4492.886230
	Iteration 13Q: 3 clusters Score -1295690 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1295762.625000 Penalty: 4492.886230
	Iteration 14Q: 3 clusters Score -1295763 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1295844.000000 Penalty: 4492.886230
	Iteration 15Q: 3 clusters Score -1295844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1295937.875000 Penalty: 4492.886230
	Iteration 16Q: 3 clusters Score -1295938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1296068.750000 Penalty: 4492.886230
	Iteration 17Q: 3 clusters Score -1296069 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1296237.125000 Penalty: 4492.886230
	Iteration 18Q: 3 clusters Score -1296237 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1296409.500000 Penalty: 4492.886230
	Iteration 19Q: 3 clusters Score -1296410 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1296570.625000 Penalty: 4492.886230
	Iteration 20F: 3 clusters Score -1296571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1296739.625000 Penalty: 4492.886230
	Iteration 21Q: 3 clusters Score -1296740 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1296877.500000 Penalty: 4492.886230
	Iteration 22Q: 3 clusters Score -1296878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1297006.500000 Penalty: 4492.886230
	Iteration 23Q: 3 clusters Score -1297006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1297108.625000 Penalty: 4492.886230
	Iteration 24Q: 3 clusters Score -1297109 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1297202.250000 Penalty: 4492.886230
	Iteration 25Q: 3 clusters Score -1297202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1297275.625000 Penalty: 4492.886230
	Iteration 26Q: 3 clusters Score -1297276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1297317.375000 Penalty: 4492.886230
	Iteration 27Q: 3 clusters Score -1297317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1297348.750000 Penalty: 4492.886230
	Iteration 28Q: 3 clusters Score -1297349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1297377.625000 Penalty: 4492.886230
	Iteration 29Q: 3 clusters Score -1297378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1297390.875000 Penalty: 4492.886230
	Iteration 30Q: 3 clusters Score -1297391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1297402.750000 Penalty: 4492.886230
	Iteration 31Q: 3 clusters Score -1297403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1297411.000000 Penalty: 4492.886230
	Iteration 32Q: 3 clusters Score -1297411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1297423.250000 Penalty: 4492.886230
	Iteration 33Q: 3 clusters Score -1297423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1297429.625000 Penalty: 4492.886230
	Iteration 34Q: 3 clusters Score -1297430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1297431.875000 Penalty: 4492.886230
	Iteration 35Q: 3 clusters Score -1297432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1297435.000000 Penalty: 4492.886230
	Iteration 36Q: 3 clusters Score -1297435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1297438.250000 Penalty: 4492.886230
	Iteration 37Q: 3 clusters Score -1297438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1297438.500000 Penalty: 4492.886230
	Iteration 38Q: 3 clusters Score -1297438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1297442.875000 Penalty: 4492.886230
	Iteration 39Q: 3 clusters Score -1297443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1297445.875000 Penalty: 4492.886230
	Iteration 40F: 3 clusters Score -1297446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -2396510.000000 Penalty: 2396.378418
	Iteration 0F: 2 clusters Score -2396510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2385098.000000 Penalty: 4792.756836
	Iteration 0F: 3 clusters Score -2385098 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2388830.000000 Penalty: 4792.756836
	Iteration 1F: 3 clusters Score -2388830 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2389143.500000 Penalty: 4792.756836
	Iteration 2F: 3 clusters Score -2389144 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2389385.500000 Penalty: 4792.756836
	Iteration 3Q: 3 clusters Score -2389386 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2389631.250000 Penalty: 4792.756836
	Iteration 4Q: 3 clusters Score -2389631 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2389963.500000 Penalty: 4792.756836
	Iteration 5Q: 3 clusters Score -2389964 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2390368.000000 Penalty: 4792.756836
	Iteration 6Q: 3 clusters Score -2390368 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2390974.000000 Penalty: 4792.756836
	Iteration 7F: 3 clusters Score -2390974 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2391769.250000 Penalty: 4792.756836
	Iteration 8F: 3 clusters Score -2391769 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2392820.000000 Penalty: 4792.756836
	Iteration 9F: 3 clusters Score -2392820 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2393842.250000 Penalty: 4792.756836
	Iteration 10F: 3 clusters Score -2393842 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2394686.750000 Penalty: 4792.756836
	Iteration 11Q: 3 clusters Score -2394687 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2395453.750000 Penalty: 4792.756836
	Iteration 12Q: 3 clusters Score -2395454 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2395827.250000 Penalty: 4792.756836
	Iteration 13Q: 3 clusters Score -2395827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2395934.000000 Penalty: 4792.756836
	Iteration 14Q: 3 clusters Score -2395934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2395980.750000 Penalty: 4792.756836
	Iteration 15Q: 3 clusters Score -2395981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2396006.750000 Penalty: 4792.756836
	Iteration 16Q: 3 clusters Score -2396007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2396015.500000 Penalty: 4792.756836
	Iteration 17Q: 3 clusters Score -2396016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2396022.750000 Penalty: 4792.756836
	Iteration 18Q: 3 clusters Score -2396023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2396024.750000 Penalty: 4792.756836
	Iteration 19Q: 3 clusters Score -2396025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2396028.250000 Penalty: 4792.756836
	Iteration 20F: 3 clusters Score -2396028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2396028.250000 Penalty: 4792.756836
	Iteration 21Q: 3 clusters Score -2396028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2396030.000000 Penalty: 4792.756836
	Iteration 22Q: 3 clusters Score -2396030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2396030.250000 Penalty: 4792.756836
	Iteration 23Q: 3 clusters Score -2396030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2396033.250000 Penalty: 4792.756836
	Iteration 24Q: 3 clusters Score -2396033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2396036.250000 Penalty: 4792.756836
	Iteration 25Q: 3 clusters Score -2396036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2396033.750000 Penalty: 4792.756836
	Iteration 26Q: 3 clusters Score -2396034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2396037.000000 Penalty: 4792.756836
	Iteration 27Q: 3 clusters Score -2396037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2396036.000000 Penalty: 4792.756836
	Iteration 28Q: 3 clusters Score -2396036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2396035.750000 Penalty: 4792.756836
	Iteration 29Q: 3 clusters Score -2396036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2396034.250000 Penalty: 4792.756836
	Iteration 30Q: 3 clusters Score -2396034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2396031.250000 Penalty: 4792.756836
	Iteration 31Q: 3 clusters Score -2396031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2396033.000000 Penalty: 4792.756836
	Iteration 32Q: 3 clusters Score -2396033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2396042.750000 Penalty: 4792.756836
	Iteration 33Q: 3 clusters Score -2396043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2396038.250000 Penalty: 4792.756836
	Iteration 34Q: 3 clusters Score -2396038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2396042.250000 Penalty: 4792.756836
	Iteration 35Q: 3 clusters Score -2396042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2396041.000000 Penalty: 4792.756836
	Iteration 36Q: 3 clusters Score -2396041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2396041.000000 Penalty: 4792.756836
	Iteration 37Q: 3 clusters Score -2396041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2396041.750000 Penalty: 4792.756836
	Iteration 38Q: 3 clusters Score -2396042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2396043.500000 Penalty: 4792.756836
	Iteration 39Q: 3 clusters Score -2396044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2396046.250000 Penalty: 4792.756836
	Iteration 40F: 3 clusters Score -2396046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2396049.000000 Penalty: 4792.756836
	Iteration 41Q: 3 clusters Score -2396049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2396049.000000 Penalty: 4792.756836
	Iteration 42F: 3 clusters Score -2396049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (154497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Entering Unmasked Estep 
Score: -23715620.000000 Penalty: 2963.086670
	Iteration 0F: 2 clusters Score -2.371562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 76917 members 
Entering Unmasked Estep 
Score: -23640476.000000 Penalty: 5926.173340
	Iteration 0F: 3 clusters Score -2.364048e+07 nChanged 73883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -23683822.000000 Penalty: 5926.173340
	Iteration 1F: 3 clusters Score -2.368382e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -23685260.000000 Penalty: 5926.173340
	Iteration 2Q: 3 clusters Score -2.368526e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -23686998.000000 Penalty: 5926.173340
	Iteration 3Q: 3 clusters Score -2.3687e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -23690124.000000 Penalty: 5926.173340
	Iteration 4Q: 3 clusters Score -2.369012e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96203 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -23694232.000000 Penalty: 5926.173340
	Iteration 5F: 3 clusters Score -2.369423e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -23699566.000000 Penalty: 5926.173340
	Iteration 6F: 3 clusters Score -2.369957e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -23705572.000000 Penalty: 5926.173340
	Iteration 7F: 3 clusters Score -2.370557e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -23710048.000000 Penalty: 5926.173340
	Iteration 8F: 3 clusters Score -2.371005e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128004 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -23713150.000000 Penalty: 5926.173340
	Iteration 9F: 3 clusters Score -2.371315e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -23714702.000000 Penalty: 5926.173340
	Iteration 10Q: 3 clusters Score -2.37147e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -23715078.000000 Penalty: 5926.173340
	Iteration 11Q: 3 clusters Score -2.371508e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140939 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -23715150.000000 Penalty: 5926.173340
	Iteration 12Q: 3 clusters Score -2.371515e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -23715094.000000 Penalty: 5926.173340
	Iteration 13Q: 3 clusters Score -2.371509e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144666 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -23714816.000000 Penalty: 5926.173340
	Iteration 14Q: 3 clusters Score -2.371482e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145893 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -23714658.000000 Penalty: 5926.173340
	Iteration 15Q: 3 clusters Score -2.371466e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -23714566.000000 Penalty: 5926.173340
	Iteration 16Q: 3 clusters Score -2.371457e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147603 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -23714522.000000 Penalty: 5926.173340
	Iteration 17Q: 3 clusters Score -2.371452e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -23714424.000000 Penalty: 5926.173340
	Iteration 18Q: 3 clusters Score -2.371442e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -23714410.000000 Penalty: 5926.173340
	Iteration 19Q: 3 clusters Score -2.371441e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -23714366.000000 Penalty: 5926.173340
	Iteration 20F: 3 clusters Score -2.371437e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -23714382.000000 Penalty: 5926.173340
	Iteration 21Q: 3 clusters Score -2.371438e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23714406.000000 Penalty: 5926.173340
	Iteration 22Q: 3 clusters Score -2.371441e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -23714440.000000 Penalty: 5926.173340
	Iteration 23Q: 3 clusters Score -2.371444e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -23714476.000000 Penalty: 5926.173340
	Iteration 24Q: 3 clusters Score -2.371448e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -23714542.000000 Penalty: 5926.173340
	Iteration 25Q: 3 clusters Score -2.371454e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -23714558.000000 Penalty: 5926.173340
	Iteration 26Q: 3 clusters Score -2.371456e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -23714568.000000 Penalty: 5926.173340
	Iteration 27Q: 3 clusters Score -2.371457e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -23714564.000000 Penalty: 5926.173340
	Iteration 28Q: 3 clusters Score -2.371456e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150550 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -23714584.000000 Penalty: 5926.173340
	Iteration 29Q: 3 clusters Score -2.371458e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -23714582.000000 Penalty: 5926.173340
	Iteration 30Q: 3 clusters Score -2.371458e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -23714600.000000 Penalty: 5926.173340
	Iteration 31Q: 3 clusters Score -2.37146e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -23714608.000000 Penalty: 5926.173340
	Iteration 32Q: 3 clusters Score -2.371461e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -23714616.000000 Penalty: 5926.173340
	Iteration 33Q: 3 clusters Score -2.371462e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150583 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23714620.000000 Penalty: 5926.173340
	Iteration 34Q: 3 clusters Score -2.371462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -23714646.000000 Penalty: 5926.173340
	Iteration 35Q: 3 clusters Score -2.371465e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150583 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23714658.000000 Penalty: 5926.173340
	Iteration 36Q: 3 clusters Score -2.371466e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150598 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -23714644.000000 Penalty: 5926.173340
	Iteration 37Q: 3 clusters Score -2.371464e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150604 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23714658.000000 Penalty: 5926.173340
	Iteration 38Q: 3 clusters Score -2.371466e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -23714704.000000 Penalty: 5926.173340
	Iteration 39Q: 3 clusters Score -2.37147e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150626 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -23714706.000000 Penalty: 5926.173340
	Iteration 40F: 3 clusters Score -2.371471e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -23714720.000000 Penalty: 5926.173340
	Iteration 41Q: 3 clusters Score -2.371472e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -23714724.000000 Penalty: 5926.173340
	Iteration 42Q: 3 clusters Score -2.371472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -23714750.000000 Penalty: 5926.173340
	Iteration 43Q: 3 clusters Score -2.371475e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -23714730.000000 Penalty: 5926.173340
	Iteration 44Q: 3 clusters Score -2.371473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -23714708.000000 Penalty: 5926.173340
	Iteration 45Q: 3 clusters Score -2.371471e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -23714674.000000 Penalty: 5926.173340
	Iteration 46Q: 3 clusters Score -2.371467e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -23714724.000000 Penalty: 5926.173340
	Iteration 47Q: 3 clusters Score -2.371472e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -23714720.000000 Penalty: 5926.173340
	Iteration 48Q: 3 clusters Score -2.371472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -23714744.000000 Penalty: 5926.173340
	Iteration 49Q: 3 clusters Score -2.371474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -23714712.000000 Penalty: 5926.173340
	Iteration 50Q: 3 clusters Score -2.371471e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23714726.000000 Penalty: 5926.173340
	Iteration 51Q: 3 clusters Score -2.371473e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23714728.000000 Penalty: 5926.173340
	Iteration 52Q: 3 clusters Score -2.371473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23714720.000000 Penalty: 5926.173340
	Iteration 53Q: 3 clusters Score -2.371472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -23714730.000000 Penalty: 5926.173340
	Iteration 54Q: 3 clusters Score -2.371473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -23714762.000000 Penalty: 5926.173340
	Iteration 55Q: 3 clusters Score -2.371476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -23714770.000000 Penalty: 5926.173340
	Iteration 56Q: 3 clusters Score -2.371477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -23714778.000000 Penalty: 5926.173340
	Iteration 57Q: 3 clusters Score -2.371478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -23714776.000000 Penalty: 5926.173340
	Iteration 58Q: 3 clusters Score -2.371478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -23714796.000000 Penalty: 5926.173340
	Iteration 59Q: 3 clusters Score -2.37148e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -23714818.000000 Penalty: 5926.173340
	Iteration 60F: 3 clusters Score -2.371482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 61Q: 3 clusters Score -2.371481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23714832.000000 Penalty: 5926.173340
	Iteration 62Q: 3 clusters Score -2.371483e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23714796.000000 Penalty: 5926.173340
	Iteration 63Q: 3 clusters Score -2.37148e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 64Q: 3 clusters Score -2.371481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23714788.000000 Penalty: 5926.173340
	Iteration 65Q: 3 clusters Score -2.371479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150687 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -23714786.000000 Penalty: 5926.173340
	Iteration 66Q: 3 clusters Score -2.371479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150695 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23714798.000000 Penalty: 5926.173340
	Iteration 67Q: 3 clusters Score -2.37148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -23714806.000000 Penalty: 5926.173340
	Iteration 68Q: 3 clusters Score -2.371481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -23714798.000000 Penalty: 5926.173340
	Iteration 69Q: 3 clusters Score -2.37148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -23714822.000000 Penalty: 5926.173340
	Iteration 70Q: 3 clusters Score -2.371482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23714842.000000 Penalty: 5926.173340
	Iteration 71Q: 3 clusters Score -2.371484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -23714850.000000 Penalty: 5926.173340
	Iteration 72Q: 3 clusters Score -2.371485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -23714842.000000 Penalty: 5926.173340
	Iteration 73Q: 3 clusters Score -2.371484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -23714850.000000 Penalty: 5926.173340
	Iteration 74Q: 3 clusters Score -2.371485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23714832.000000 Penalty: 5926.173340
	Iteration 75Q: 3 clusters Score -2.371483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23714824.000000 Penalty: 5926.173340
	Iteration 76Q: 3 clusters Score -2.371482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -23714824.000000 Penalty: 5926.173340
	Iteration 77Q: 3 clusters Score -2.371482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -23714834.000000 Penalty: 5926.173340
	Iteration 78Q: 3 clusters Score -2.371483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -23714830.000000 Penalty: 5926.173340
	Iteration 79Q: 3 clusters Score -2.371483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -23714828.000000 Penalty: 5926.173340
	Iteration 80F: 3 clusters Score -2.371483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150686 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -23714826.000000 Penalty: 5926.173340
	Iteration 81Q: 3 clusters Score -2.371483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 82Q: 3 clusters Score -2.371481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 83Q: 3 clusters Score -2.371481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23714804.000000 Penalty: 5926.173340
	Iteration 84Q: 3 clusters Score -2.37148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -23714804.000000 Penalty: 5926.173340
	Iteration 85Q: 3 clusters Score -2.37148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23714802.000000 Penalty: 5926.173340
	Iteration 86Q: 3 clusters Score -2.37148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -23714792.000000 Penalty: 5926.173340
	Iteration 87Q: 3 clusters Score -2.371479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -23714814.000000 Penalty: 5926.173340
	Iteration 88Q: 3 clusters Score -2.371481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -23714814.000000 Penalty: 5926.173340
	Iteration 89Q: 3 clusters Score -2.371481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -23714808.000000 Penalty: 5926.173340
	Iteration 90Q: 3 clusters Score -2.371481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -23714804.000000 Penalty: 5926.173340
	Iteration 91Q: 3 clusters Score -2.37148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -23714800.000000 Penalty: 5926.173340
	Iteration 92Q: 3 clusters Score -2.37148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -23714800.000000 Penalty: 5926.173340
	Iteration 93Q: 3 clusters Score -2.37148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -23714786.000000 Penalty: 5926.173340
	Iteration 94Q: 3 clusters Score -2.371479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -23714800.000000 Penalty: 5926.173340
	Iteration 95Q: 3 clusters Score -2.37148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23714794.000000 Penalty: 5926.173340
	Iteration 96Q: 3 clusters Score -2.371479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -23714794.000000 Penalty: 5926.173340
	Iteration 97Q: 3 clusters Score -2.371479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 98Q: 3 clusters Score -2.371481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -23714802.000000 Penalty: 5926.173340
	Iteration 99Q: 3 clusters Score -2.37148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 100F: 3 clusters Score -2.371481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -23714802.000000 Penalty: 5926.173340
	Iteration 101Q: 3 clusters Score -2.37148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23714816.000000 Penalty: 5926.173340
	Iteration 102Q: 3 clusters Score -2.371482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23714822.000000 Penalty: 5926.173340
	Iteration 103Q: 3 clusters Score -2.371482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23714812.000000 Penalty: 5926.173340
	Iteration 104Q: 3 clusters Score -2.371481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23714816.000000 Penalty: 5926.173340
	Iteration 105Q: 3 clusters Score -2.371482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23714816.000000 Penalty: 5926.173340
	Iteration 106F: 3 clusters Score -2.371482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -360168.125000 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -360168.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357100.000000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -357100 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -357799.031250 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -357799 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358048.562500 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -358048.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358234.781250 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -358234.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -358395.687500 Penalty: 3939.411621
	Iteration 4F: 3 clusters Score -358395.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -358535.437500 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -358535.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -358637.281250 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -358637.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -358742.718750 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -358742.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -358858.468750 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -358858.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -358952.468750 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -358952.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -359030.750000 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -359030.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -359086.906250 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -359086.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -359119.312500 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -359119.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -359151.781250 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -359151.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -359178.937500 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -359178.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -359207.718750 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -359207.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -359237.281250 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -359237.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -359259.156250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -359259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -359274.093750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -359274.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -359283.718750 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -359283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -359290.625000 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -359290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -359300.156250 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -359300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -359306.062500 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -359306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -359312.031250 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -359312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -359316.406250 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -359316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -359320.562500 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -359320.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -359323.937500 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -359323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -359325.593750 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -359325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -359326.156250 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -359326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -359326.750000 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -359326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -359326.750000 Penalty: 3939.411621
	Iteration 30F: 3 clusters Score -359326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -293752.562500 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -293752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -291101.000000 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -291101 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -291604.750000 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -291604.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -291780.000000 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -291780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -291927.718750 Penalty: 3771.286133
	Iteration 3F: 3 clusters Score -291927.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -292046.937500 Penalty: 3771.286133
	Iteration 4F: 3 clusters Score -292046.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -292160.625000 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -292160.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -292281.031250 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -292281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292371.531250 Penalty: 3771.286133
	Iteration 7Q: 3 clusters Score -292371.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -292442.437500 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -292442.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -292503.343750 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -292503.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -292555.843750 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -292555.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292602.843750 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -292602.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292650.000000 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -292650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -292705.562500 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -292705.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292773.750000 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -292773.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292823.093750 Penalty: 3771.286133
	Iteration 15Q: 3 clusters Score -292823.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292868.312500 Penalty: 3771.286133
	Iteration 16Q: 3 clusters Score -292868.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292907.281250 Penalty: 3771.286133
	Iteration 17Q: 3 clusters Score -292907.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292942.156250 Penalty: 3771.286133
	Iteration 18Q: 3 clusters Score -292942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292963.906250 Penalty: 3771.286133
	Iteration 19Q: 3 clusters Score -292963.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292976.781250 Penalty: 3771.286133
	Iteration 20F: 3 clusters Score -292976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -292984.250000 Penalty: 3771.286133
	Iteration 21Q: 3 clusters Score -292984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -292985.218750 Penalty: 3771.286133
	Iteration 22Q: 3 clusters Score -292985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -292988.625000 Penalty: 3771.286133
	Iteration 23Q: 3 clusters Score -292988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -292990.093750 Penalty: 3771.286133
	Iteration 24Q: 3 clusters Score -292990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292994.218750 Penalty: 3771.286133
	Iteration 25Q: 3 clusters Score -292994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292995.218750 Penalty: 3771.286133
	Iteration 26Q: 3 clusters Score -292995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292995.875000 Penalty: 3771.286133
	Iteration 27Q: 3 clusters Score -292995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292996.718750 Penalty: 3771.286133
	Iteration 28Q: 3 clusters Score -292996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292996.718750 Penalty: 3771.286133
	Iteration 29F: 3 clusters Score -292996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -662679.437500 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -662679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -658322.562500 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -658322.6 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -659436.687500 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -659436.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -659696.875000 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -659696.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -659900.125000 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -659900.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -660092.750000 Penalty: 4194.786133
	Iteration 4Q: 3 clusters Score -660092.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -660278.437500 Penalty: 4194.786133
	Iteration 5F: 3 clusters Score -660278.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -660422.750000 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -660422.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -660535.750000 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -660535.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -660625.812500 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -660625.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -660692.875000 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -660692.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -660746.750000 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -660746.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -660807.187500 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -660807.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -660866.437500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -660866.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -660913.562500 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -660913.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -660947.625000 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -660947.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -660972.625000 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -660972.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -660991.625000 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -660991.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661013.437500 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -661013.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -661046.500000 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -661046.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -661087.312500 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -661087.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -661124.687500 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -661124.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -661157.375000 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -661157.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661191.375000 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -661191.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -661229.375000 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -661229.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -661264.437500 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -661264.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -661293.875000 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -661293.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -661317.250000 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -661317.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -661335.312500 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -661335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -661346.875000 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -661346.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -661361.937500 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -661361.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -661375.687500 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -661375.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -661386.000000 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -661386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -661393.250000 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -661393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -661396.875000 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -661396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -661399.562500 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -661399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -661400.000000 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -661400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -661400.000000 Penalty: 4194.786133
	Iteration 36F: 3 clusters Score -661400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20822.166016 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20822.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19930.916016 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19930.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20037.740234 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -20037.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20074.730469 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -20074.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20096.687500 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -20096.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20114.835938 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -20114.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20126.082031 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -20126.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20152.089844 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -20152.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20168.712891 Penalty: 2570.164795
	Iteration 7Q: 3 clusters Score -20168.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20183.341797 Penalty: 2570.164795
	Iteration 8Q: 3 clusters Score -20183.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20185.671875 Penalty: 2570.164795
	Iteration 9Q: 3 clusters Score -20185.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20185.671875 Penalty: 2570.164795
	Iteration 10F: 3 clusters Score -20185.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66414.570312 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66414.57 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66711.742188 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66711.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66868.179688 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66868.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66993.328125 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -66993.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67115.148438 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -67115.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -67231.453125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -67231.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67357.414062 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -67357.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67490.625000 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -67490.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67606.312500 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67606.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -67654.695312 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67654.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -67677.054688 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67677.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67693.359375 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -67693.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -67701.984375 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -67701.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67711.726562 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -67711.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67722.312500 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -67722.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67754.015625 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -67754.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -67763.562500 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -67763.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67785.843750 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -67785.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -67791.843750 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -67791.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -67791.843750 Penalty: 3099.029297
	Iteration 19F: 3 clusters Score -67791.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Entering Unmasked Estep 
Score: -9321.594727 Penalty: 1144.549805
	Iteration 0F: 2 clusters Score -9321.595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8688.613281 Penalty: 2289.099609
	Iteration 0F: 3 clusters Score -8688.613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8774.034180 Penalty: 2289.099609
	Iteration 1F: 3 clusters Score -8774.034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8782.406250 Penalty: 2289.099609
	Iteration 2Q: 3 clusters Score -8782.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8782.406250 Penalty: 2289.099609
	Iteration 3F: 3 clusters Score -8782.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58867.496094 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58867.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59059.058594 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59059.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59103.417969 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59103.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59118.761719 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59118.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59122.777344 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59122.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59128.394531 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59128.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59129.816406 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59129.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59129.816406 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -59129.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -92556.140625 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -92556.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90887.117188 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -90887.12 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91369.507812 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -91369.51 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91602.421875 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -91602.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91740.921875 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -91740.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91835.585938 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -91835.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91916.960938 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -91916.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92035.164062 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -92035.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92157.031250 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -92157.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92224.234375 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -92224.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -92267.898438 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -92267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92286.742188 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -92286.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -92303.453125 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -92303.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92307.984375 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -92307.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92316.976562 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -92316.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92320.617188 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -92320.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92320.617188 Penalty: 3318.657715
	Iteration 15F: 3 clusters Score -92320.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24746 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 14883 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 115096 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13986 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 19838 members 
Mstep: Class 25 contains 1817 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15722 members 
Mstep: Class 30 contains 154497 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4709 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160800.000000 Penalty: 126803.226562
Iteration 119Q: 39 clusters Score -1.041608e+08 nChanged 26375
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 15206 members 
Mstep: Class 3 contains 24453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 311 members 
Mstep: Class 6 contains 10720 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 46965 members 
Mstep: Class 11 contains 105869 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 134401 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 13982 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19906 members 
Mstep: Class 24 contains 19789 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 15506 members 
Mstep: Class 30 contains 137556 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4718 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172448.000000 Penalty: 126803.226562
Iteration 120F: 39 clusters Score -1.041724e+08 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 24170 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 10716 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 45690 members 
Mstep: Class 11 contains 111040 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 40697 members 
Mstep: Class 17 contains 147814 members 
Mstep: Class 18 contains 3720 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 13984 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 19937 members 
Mstep: Class 24 contains 19634 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8593 members 
Mstep: Class 29 contains 15325 members 
Mstep: Class 30 contains 120850 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4726 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172440.000000 Penalty: 126803.226562
Iteration 121Q: 39 clusters Score -1.041724e+08 nChanged 25654
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 24055 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 314 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 15933 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 44868 members 
Mstep: Class 11 contains 116639 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 159288 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 13991 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20009 members 
Mstep: Class 24 contains 19559 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1078 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8594 members 
Mstep: Class 29 contains 15255 members 
Mstep: Class 30 contains 104800 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4735 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165304.000000 Penalty: 126803.226562
Iteration 122Q: 39 clusters Score -1.041653e+08 nChanged 22522
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 15203 members 
Mstep: Class 3 contains 24084 members 
Mstep: Class 4 contains 1804 members 
Mstep: Class 5 contains 310 members 
Mstep: Class 6 contains 10664 members 
Mstep: Class 7 contains 16136 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 44272 members 
Mstep: Class 11 contains 122531 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 167423 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 9630 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20118 members 
Mstep: Class 24 contains 19554 members 
Mstep: Class 25 contains 1825 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8593 members 
Mstep: Class 29 contains 15212 members 
Mstep: Class 30 contains 91254 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4745 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156200.000000 Penalty: 126803.226562
Iteration 123Q: 39 clusters Score -1.041562e+08 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 15205 members 
Mstep: Class 3 contains 24165 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 308 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 43848 members 
Mstep: Class 11 contains 128292 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 170714 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 9625 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20260 members 
Mstep: Class 24 contains 19569 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 1082 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8595 members 
Mstep: Class 29 contains 15229 members 
Mstep: Class 30 contains 82202 members 
Mstep: Class 31 contains 2798 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 4754 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151328.000000 Penalty: 126803.226562
Iteration 124Q: 39 clusters Score -1.041513e+08 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 15208 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 10646 members 
Mstep: Class 7 contains 16605 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 43493 members 
Mstep: Class 11 contains 133657 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 171088 members 
Mstep: Class 18 contains 3694 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 9627 members 
Mstep: Class 21 contains 13992 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20401 members 
Mstep: Class 24 contains 19586 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8598 members 
Mstep: Class 29 contains 15269 members 
Mstep: Class 30 contains 76409 members 
Mstep: Class 31 contains 2792 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 4759 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149432.000000 Penalty: 126803.226562
Iteration 125Q: 39 clusters Score -1.041494e+08 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 15212 members 
Mstep: Class 3 contains 24316 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 10628 members 
Mstep: Class 7 contains 16798 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 43157 members 
Mstep: Class 11 contains 139029 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 16 contains 40805 members 
Mstep: Class 17 contains 169417 members 
Mstep: Class 18 contains 3686 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 9628 members 
Mstep: Class 21 contains 13982 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20536 members 
Mstep: Class 24 contains 19592 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 1077 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8598 members 
Mstep: Class 29 contains 15290 members 
Mstep: Class 30 contains 72747 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 4758 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148944.000000 Penalty: 126803.226562
Iteration 126Q: 39 clusters Score -1.041489e+08 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 15215 members 
Mstep: Class 3 contains 24370 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 16949 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 42826 members 
Mstep: Class 11 contains 144288 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 40812 members 
Mstep: Class 17 contains 166699 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 9631 members 
Mstep: Class 21 contains 13984 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20669 members 
Mstep: Class 24 contains 19582 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8594 members 
Mstep: Class 29 contains 15298 members 
Mstep: Class 30 contains 70337 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 4757 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148864.000000 Penalty: 126803.226562
Iteration 127Q: 39 clusters Score -1.041489e+08 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 15215 members 
Mstep: Class 3 contains 24389 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 10594 members 
Mstep: Class 7 contains 17066 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 149341 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5005 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2226 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 17 contains 163575 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 9623 members 
Mstep: Class 21 contains 13975 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20799 members 
Mstep: Class 24 contains 19574 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 1072 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 15294 members 
Mstep: Class 30 contains 68661 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4752 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149256.000000 Penalty: 126803.226562
Iteration 128Q: 39 clusters Score -1.041493e+08 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 15217 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 17149 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5036 members 
Mstep: Class 10 contains 42224 members 
Mstep: Class 11 contains 154183 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 17 contains 160249 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 9624 members 
Mstep: Class 21 contains 13975 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 20932 members 
Mstep: Class 24 contains 19568 members 
Mstep: Class 25 contains 1826 members 
Mstep: Class 26 contains 1069 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 15291 members 
Mstep: Class 30 contains 67419 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 4746 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150384.000000 Penalty: 126803.226562
Iteration 129Q: 39 clusters Score -1.041504e+08 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 15218 members 
Mstep: Class 3 contains 24383 members 
Mstep: Class 4 contains 1813 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 10575 members 
Mstep: Class 7 contains 17229 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 42006 members 
Mstep: Class 11 contains 158793 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2191 members 
Mstep: Class 16 contains 40816 members 
Mstep: Class 17 contains 156878 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 9631 members 
Mstep: Class 21 contains 13975 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21090 members 
Mstep: Class 24 contains 19556 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 1063 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 15287 members 
Mstep: Class 30 contains 66382 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4747 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 101 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151128.000000 Penalty: 126803.226562
Iteration 130Q: 39 clusters Score -1.041511e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 24388 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 41844 members 
Mstep: Class 11 contains 163230 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 40817 members 
Mstep: Class 17 contains 153471 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 13974 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21234 members 
Mstep: Class 24 contains 19536 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 1059 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8588 members 
Mstep: Class 29 contains 15274 members 
Mstep: Class 30 contains 65517 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4749 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152744.000000 Penalty: 126803.226562
Iteration 131Q: 39 clusters Score -1.041527e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10571 members 
Mstep: Class 7 contains 17341 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 41745 members 
Mstep: Class 11 contains 167437 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 150179 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 13970 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21364 members 
Mstep: Class 24 contains 19518 members 
Mstep: Class 25 contains 1831 members 
Mstep: Class 26 contains 1058 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 15277 members 
Mstep: Class 30 contains 64728 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4745 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104154000.000000 Penalty: 126803.226562
Iteration 132Q: 39 clusters Score -1.04154e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 3 contains 24387 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10570 members 
Mstep: Class 7 contains 17340 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 41674 members 
Mstep: Class 11 contains 171567 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 40823 members 
Mstep: Class 17 contains 146939 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 13967 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21515 members 
Mstep: Class 24 contains 19497 members 
Mstep: Class 25 contains 1832 members 
Mstep: Class 26 contains 1056 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8577 members 
Mstep: Class 29 contains 15270 members 
Mstep: Class 30 contains 63979 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4742 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155256.000000 Penalty: 126803.226562
Iteration 133Q: 39 clusters Score -1.041553e+08 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 17355 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 41680 members 
Mstep: Class 11 contains 175531 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 40819 members 
Mstep: Class 17 contains 143784 members 
Mstep: Class 18 contains 3670 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 9662 members 
Mstep: Class 21 contains 13971 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8575 members 
Mstep: Class 29 contains 15261 members 
Mstep: Class 30 contains 63196 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 4742 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156200.000000 Penalty: 126803.226562
Iteration 134Q: 39 clusters Score -1.041562e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 15221 members 
Mstep: Class 3 contains 24382 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 17372 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5035 members 
Mstep: Class 10 contains 41731 members 
Mstep: Class 11 contains 179352 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 40827 members 
Mstep: Class 17 contains 140741 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 13969 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 21879 members 
Mstep: Class 24 contains 19480 members 
Mstep: Class 25 contains 1838 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8576 members 
Mstep: Class 29 contains 15274 members 
Mstep: Class 30 contains 62343 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4739 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157080.000000 Penalty: 126803.226562
Iteration 135Q: 39 clusters Score -1.041571e+08 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 15223 members 
Mstep: Class 3 contains 24373 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10567 members 
Mstep: Class 7 contains 17381 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 41811 members 
Mstep: Class 11 contains 182903 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4971 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 40828 members 
Mstep: Class 17 contains 138102 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 3079 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 13967 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 22097 members 
Mstep: Class 24 contains 19479 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 61345 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4739 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 100 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157760.000000 Penalty: 126803.226562
Iteration 136Q: 39 clusters Score -1.041578e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 15222 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 17356 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 41935 members 
Mstep: Class 11 contains 186335 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4957 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 40829 members 
Mstep: Class 17 contains 135604 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 13969 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 22348 members 
Mstep: Class 24 contains 19486 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 15278 members 
Mstep: Class 30 contains 60313 members 
Mstep: Class 31 contains 2783 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4741 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157872.000000 Penalty: 126803.226562
Iteration 137Q: 39 clusters Score -1.041579e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 15220 members 
Mstep: Class 3 contains 24364 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10559 members 
Mstep: Class 7 contains 17331 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 42084 members 
Mstep: Class 11 contains 189500 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 40829 members 
Mstep: Class 17 contains 133395 members 
Mstep: Class 18 contains 3670 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 9680 members 
Mstep: Class 21 contains 13965 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 22610 members 
Mstep: Class 24 contains 19476 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 15279 members 
Mstep: Class 30 contains 59256 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4740 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104156728.000000 Penalty: 126803.226562
Iteration 138Q: 39 clusters Score -1.041567e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 15223 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10556 members 
Mstep: Class 7 contains 17295 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 42268 members 
Mstep: Class 11 contains 191735 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 17 contains 132038 members 
Mstep: Class 18 contains 3674 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9686 members 
Mstep: Class 21 contains 13963 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 22925 members 
Mstep: Class 24 contains 19482 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 15286 members 
Mstep: Class 30 contains 58184 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4739 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155448.000000 Penalty: 126803.226562
Iteration 139Q: 39 clusters Score -1.041554e+08 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 15225 members 
Mstep: Class 3 contains 24422 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 17252 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 42461 members 
Mstep: Class 11 contains 193631 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 40830 members 
Mstep: Class 17 contains 130983 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9694 members 
Mstep: Class 21 contains 13956 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 23266 members 
Mstep: Class 24 contains 19485 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 15310 members 
Mstep: Class 30 contains 57117 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4739 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158584.000000 Penalty: 126803.226562
Iteration 140F: 39 clusters Score -1.041586e+08 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 15227 members 
Mstep: Class 3 contains 24465 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 17205 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5032 members 
Mstep: Class 10 contains 42632 members 
Mstep: Class 11 contains 195284 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 40834 members 
Mstep: Class 17 contains 134271 members 
Mstep: Class 18 contains 3672 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 13952 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 23650 members 
Mstep: Class 24 contains 19460 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 15321 members 
Mstep: Class 30 contains 52019 members 
Mstep: Class 31 contains 2779 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4743 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155800.000000 Penalty: 126803.226562
Iteration 141Q: 39 clusters Score -1.041558e+08 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 15227 members 
Mstep: Class 3 contains 24536 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 42827 members 
Mstep: Class 11 contains 196543 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 40844 members 
Mstep: Class 17 contains 136751 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9699 members 
Mstep: Class 21 contains 13958 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 24064 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8562 members 
Mstep: Class 29 contains 15341 members 
Mstep: Class 30 contains 48070 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4740 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152936.000000 Penalty: 126803.226562
Iteration 142Q: 39 clusters Score -1.041529e+08 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 15229 members 
Mstep: Class 3 contains 24617 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10507 members 
Mstep: Class 7 contains 17136 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 5034 members 
Mstep: Class 10 contains 42960 members 
Mstep: Class 11 contains 197472 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 17 contains 138872 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9685 members 
Mstep: Class 21 contains 13958 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 24538 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 1841 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 15379 members 
Mstep: Class 30 contains 44806 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4736 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150536.000000 Penalty: 126803.226562
Iteration 143Q: 39 clusters Score -1.041505e+08 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 24719 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10496 members 
Mstep: Class 7 contains 17097 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 43060 members 
Mstep: Class 11 contains 198085 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 140578 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 13967 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 25060 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8551 members 
Mstep: Class 29 contains 15428 members 
Mstep: Class 30 contains 42294 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149632.000000 Penalty: 126803.226562
Iteration 144Q: 39 clusters Score -1.041496e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 24852 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10485 members 
Mstep: Class 7 contains 17069 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43117 members 
Mstep: Class 11 contains 198420 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 40873 members 
Mstep: Class 17 contains 141927 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 9665 members 
Mstep: Class 21 contains 13966 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 25635 members 
Mstep: Class 24 contains 19433 members 
Mstep: Class 25 contains 1840 members 
Mstep: Class 26 contains 1055 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8546 members 
Mstep: Class 29 contains 15466 members 
Mstep: Class 30 contains 40435 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4736 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148512.000000 Penalty: 126803.226562
Iteration 145Q: 39 clusters Score -1.041485e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 24986 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10472 members 
Mstep: Class 7 contains 17039 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43149 members 
Mstep: Class 11 contains 198627 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 40867 members 
Mstep: Class 17 contains 142897 members 
Mstep: Class 18 contains 3686 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 9663 members 
Mstep: Class 21 contains 13959 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 26254 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 1054 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8542 members 
Mstep: Class 29 contains 15498 members 
Mstep: Class 30 contains 39147 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148216.000000 Penalty: 126803.226562
Iteration 146Q: 39 clusters Score -1.041482e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 15230 members 
Mstep: Class 3 contains 25108 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10458 members 
Mstep: Class 7 contains 17010 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43184 members 
Mstep: Class 11 contains 198677 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 17 contains 143622 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 9668 members 
Mstep: Class 21 contains 13955 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 26886 members 
Mstep: Class 24 contains 19460 members 
Mstep: Class 25 contains 1838 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8543 members 
Mstep: Class 29 contains 15506 members 
Mstep: Class 30 contains 38294 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4733 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147664.000000 Penalty: 126803.226562
Iteration 147Q: 39 clusters Score -1.041477e+08 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 15227 members 
Mstep: Class 3 contains 25216 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10441 members 
Mstep: Class 7 contains 16968 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43219 members 
Mstep: Class 11 contains 198671 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 40862 members 
Mstep: Class 17 contains 143995 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9664 members 
Mstep: Class 21 contains 13968 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 27552 members 
Mstep: Class 24 contains 19474 members 
Mstep: Class 25 contains 1836 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 15510 members 
Mstep: Class 30 contains 37839 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4726 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147008.000000 Penalty: 126803.226562
Iteration 148Q: 39 clusters Score -1.04147e+08 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 15228 members 
Mstep: Class 3 contains 25336 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 16931 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43240 members 
Mstep: Class 11 contains 198526 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 17 contains 144143 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 9656 members 
Mstep: Class 21 contains 13968 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 28252 members 
Mstep: Class 24 contains 19472 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 15527 members 
Mstep: Class 30 contains 37770 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146928.000000 Penalty: 126803.226562
Iteration 149Q: 39 clusters Score -1.041469e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 15232 members 
Mstep: Class 3 contains 25459 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10396 members 
Mstep: Class 7 contains 16859 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43207 members 
Mstep: Class 11 contains 198440 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 40864 members 
Mstep: Class 17 contains 143993 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 9663 members 
Mstep: Class 21 contains 13958 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 29033 members 
Mstep: Class 24 contains 19476 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 1053 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 15531 members 
Mstep: Class 30 contains 38016 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4727 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146536.000000 Penalty: 126803.226562
Iteration 150Q: 39 clusters Score -1.041465e+08 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 15236 members 
Mstep: Class 3 contains 25580 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 16766 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43163 members 
Mstep: Class 11 contains 198322 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 40876 members 
Mstep: Class 17 contains 143499 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9659 members 
Mstep: Class 21 contains 13966 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 29802 members 
Mstep: Class 24 contains 19472 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8532 members 
Mstep: Class 29 contains 15557 members 
Mstep: Class 30 contains 38649 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4725 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146616.000000 Penalty: 126803.226562
Iteration 151Q: 39 clusters Score -1.041466e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 15239 members 
Mstep: Class 3 contains 25693 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 16664 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43126 members 
Mstep: Class 11 contains 198208 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 40885 members 
Mstep: Class 17 contains 142716 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9655 members 
Mstep: Class 21 contains 13972 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 30619 members 
Mstep: Class 24 contains 19474 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8510 members 
Mstep: Class 29 contains 15583 members 
Mstep: Class 30 contains 39604 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4715 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104146856.000000 Penalty: 126803.226562
Iteration 152Q: 39 clusters Score -1.041469e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 15235 members 
Mstep: Class 3 contains 25798 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10328 members 
Mstep: Class 7 contains 16527 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 43074 members 
Mstep: Class 11 contains 198255 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 40891 members 
Mstep: Class 17 contains 141566 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 13958 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 31487 members 
Mstep: Class 24 contains 19491 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8488 members 
Mstep: Class 29 contains 15597 members 
Mstep: Class 30 contains 40849 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4703 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104147400.000000 Penalty: 126803.226562
Iteration 153Q: 39 clusters Score -1.041474e+08 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 15241 members 
Mstep: Class 3 contains 25885 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 16371 members 
Mstep: Class 8 contains 2768 members 
Mstep: Class 9 contains 5030 members 
Mstep: Class 10 contains 43036 members 
Mstep: Class 11 contains 198198 members 
Mstep: Class 12 contains 636 members 
Mstep: Class 13 contains 5002 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 40902 members 
Mstep: Class 17 contains 140271 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 13934 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 32359 members 
Mstep: Class 24 contains 19505 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1052 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8464 members 
Mstep: Class 29 contains 15591 members 
Mstep: Class 30 contains 42353 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4699 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104148816.000000 Penalty: 126803.226562
Iteration 154Q: 39 clusters Score -1.041488e+08 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 15244 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10292 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 5028 members 
Mstep: Class 10 contains 42998 members 
Mstep: Class 11 contains 198197 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 40907 members 
Mstep: Class 17 contains 138751 members 
Mstep: Class 18 contains 3694 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 9634 members 
Mstep: Class 21 contains 13907 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1835 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8443 members 
Mstep: Class 29 contains 15604 members 
Mstep: Class 30 contains 44044 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4687 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104149696.000000 Penalty: 126803.226562
Iteration 155Q: 39 clusters Score -1.041497e+08 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 15246 members 
Mstep: Class 3 contains 26015 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10268 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 42948 members 
Mstep: Class 11 contains 198120 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 40916 members 
Mstep: Class 17 contains 137147 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 20 contains 9622 members 
Mstep: Class 21 contains 13905 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 33998 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1834 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8416 members 
Mstep: Class 29 contains 15607 members 
Mstep: Class 30 contains 45933 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4674 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104150408.000000 Penalty: 126803.226562
Iteration 156Q: 39 clusters Score -1.041504e+08 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 15246 members 
Mstep: Class 3 contains 26051 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10259 members 
Mstep: Class 7 contains 16024 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 42888 members 
Mstep: Class 11 contains 198074 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 135373 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 9608 members 
Mstep: Class 21 contains 13894 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 34651 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1837 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8385 members 
Mstep: Class 29 contains 15625 members 
Mstep: Class 30 contains 47991 members 
Mstep: Class 31 contains 2759 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4659 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151176.000000 Penalty: 126803.226562
Iteration 157Q: 39 clusters Score -1.041512e+08 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 26080 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10253 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 42810 members 
Mstep: Class 11 contains 198038 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5010 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 40941 members 
Mstep: Class 17 contains 133476 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 9593 members 
Mstep: Class 21 contains 13893 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 35205 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8371 members 
Mstep: Class 29 contains 15624 members 
Mstep: Class 30 contains 50191 members 
Mstep: Class 31 contains 2758 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4649 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104151776.000000 Penalty: 126803.226562
Iteration 158Q: 39 clusters Score -1.041518e+08 nChanged 5974
Entering ConstructFrom: 
Score: -104151776.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (17315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Entering Unmasked Estep 
Score: -2613779.000000 Penalty: 2420.313477
	Iteration 0F: 2 clusters Score -2613779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2601550.750000 Penalty: 4840.626953
	Iteration 0F: 3 clusters Score -2601551 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2605491.000000 Penalty: 4840.626953
	Iteration 1F: 3 clusters Score -2605491 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2605896.000000 Penalty: 4840.626953
	Iteration 2F: 3 clusters Score -2605896 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2606331.750000 Penalty: 4840.626953
	Iteration 3Q: 3 clusters Score -2606332 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2607021.250000 Penalty: 4840.626953
	Iteration 4F: 3 clusters Score -2607021 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2607779.250000 Penalty: 4840.626953
	Iteration 5F: 3 clusters Score -2607779 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2608486.750000 Penalty: 4840.626953
	Iteration 6F: 3 clusters Score -2608487 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2609209.500000 Penalty: 4840.626953
	Iteration 7F: 3 clusters Score -2609210 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2609986.500000 Penalty: 4840.626953
	Iteration 8F: 3 clusters Score -2609986 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2610731.000000 Penalty: 4840.626953
	Iteration 9F: 3 clusters Score -2610731 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2611392.250000 Penalty: 4840.626953
	Iteration 10Q: 3 clusters Score -2611392 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2611903.500000 Penalty: 4840.626953
	Iteration 11Q: 3 clusters Score -2611904 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2612340.500000 Penalty: 4840.626953
	Iteration 12Q: 3 clusters Score -2612340 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2612713.250000 Penalty: 4840.626953
	Iteration 13Q: 3 clusters Score -2612713 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2612947.500000 Penalty: 4840.626953
	Iteration 14Q: 3 clusters Score -2612948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2613099.250000 Penalty: 4840.626953
	Iteration 15Q: 3 clusters Score -2613099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2613180.750000 Penalty: 4840.626953
	Iteration 16Q: 3 clusters Score -2613181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2613225.750000 Penalty: 4840.626953
	Iteration 17Q: 3 clusters Score -2613226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2613238.250000 Penalty: 4840.626953
	Iteration 18Q: 3 clusters Score -2613238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2613244.500000 Penalty: 4840.626953
	Iteration 19Q: 3 clusters Score -2613244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2613248.250000 Penalty: 4840.626953
	Iteration 20F: 3 clusters Score -2613248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2613250.500000 Penalty: 4840.626953
	Iteration 21Q: 3 clusters Score -2613250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2613252.500000 Penalty: 4840.626953
	Iteration 22Q: 3 clusters Score -2613252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2613250.750000 Penalty: 4840.626953
	Iteration 23Q: 3 clusters Score -2613251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2613252.250000 Penalty: 4840.626953
	Iteration 24Q: 3 clusters Score -2613252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2613255.750000 Penalty: 4840.626953
	Iteration 25Q: 3 clusters Score -2613256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2613255.750000 Penalty: 4840.626953
	Iteration 26Q: 3 clusters Score -2613256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2613256.000000 Penalty: 4840.626953
	Iteration 27Q: 3 clusters Score -2613256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2613254.500000 Penalty: 4840.626953
	Iteration 28Q: 3 clusters Score -2613254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2613254.000000 Penalty: 4840.626953
	Iteration 29Q: 3 clusters Score -2613254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2613257.250000 Penalty: 4840.626953
	Iteration 30Q: 3 clusters Score -2613257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2613258.000000 Penalty: 4840.626953
	Iteration 31Q: 3 clusters Score -2613258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2613258.500000 Penalty: 4840.626953
	Iteration 32Q: 3 clusters Score -2613258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2613258.500000 Penalty: 4840.626953
	Iteration 33F: 3 clusters Score -2613258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Entering Unmasked Estep 
Score: -2322580.000000 Penalty: 2388.819092
	Iteration 0F: 2 clusters Score -2322580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2311574.250000 Penalty: 4777.638184
	Iteration 0F: 3 clusters Score -2311574 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2315083.000000 Penalty: 4777.638184
	Iteration 1F: 3 clusters Score -2315083 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2315458.000000 Penalty: 4777.638184
	Iteration 2F: 3 clusters Score -2315458 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2315895.000000 Penalty: 4777.638184
	Iteration 3F: 3 clusters Score -2315895 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2316563.750000 Penalty: 4777.638184
	Iteration 4F: 3 clusters Score -2316564 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2317440.500000 Penalty: 4777.638184
	Iteration 5F: 3 clusters Score -2317440 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2318341.250000 Penalty: 4777.638184
	Iteration 6F: 3 clusters Score -2318341 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2319089.750000 Penalty: 4777.638184
	Iteration 7F: 3 clusters Score -2319090 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2319597.750000 Penalty: 4777.638184
	Iteration 8F: 3 clusters Score -2319598 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2319948.000000 Penalty: 4777.638184
	Iteration 9Q: 3 clusters Score -2319948 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2320185.750000 Penalty: 4777.638184
	Iteration 10Q: 3 clusters Score -2320186 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2320343.250000 Penalty: 4777.638184
	Iteration 11Q: 3 clusters Score -2320343 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2320462.000000 Penalty: 4777.638184
	Iteration 12Q: 3 clusters Score -2320462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2320554.500000 Penalty: 4777.638184
	Iteration 13Q: 3 clusters Score -2320554 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2320652.500000 Penalty: 4777.638184
	Iteration 14Q: 3 clusters Score -2320652 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2320737.500000 Penalty: 4777.638184
	Iteration 15Q: 3 clusters Score -2320738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2320797.250000 Penalty: 4777.638184
	Iteration 16Q: 3 clusters Score -2320797 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2320825.750000 Penalty: 4777.638184
	Iteration 17Q: 3 clusters Score -2320826 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2320863.500000 Penalty: 4777.638184
	Iteration 18Q: 3 clusters Score -2320864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2320899.250000 Penalty: 4777.638184
	Iteration 19Q: 3 clusters Score -2320899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2320933.250000 Penalty: 4777.638184
	Iteration 20F: 3 clusters Score -2320933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2320955.000000 Penalty: 4777.638184
	Iteration 21Q: 3 clusters Score -2320955 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2320980.250000 Penalty: 4777.638184
	Iteration 22Q: 3 clusters Score -2320980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2320999.250000 Penalty: 4777.638184
	Iteration 23Q: 3 clusters Score -2320999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2321018.750000 Penalty: 4777.638184
	Iteration 24Q: 3 clusters Score -2321019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2321034.500000 Penalty: 4777.638184
	Iteration 25Q: 3 clusters Score -2321034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2321050.750000 Penalty: 4777.638184
	Iteration 26Q: 3 clusters Score -2321051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2321059.250000 Penalty: 4777.638184
	Iteration 27Q: 3 clusters Score -2321059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2321070.500000 Penalty: 4777.638184
	Iteration 28Q: 3 clusters Score -2321070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2321076.500000 Penalty: 4777.638184
	Iteration 29Q: 3 clusters Score -2321076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2321091.750000 Penalty: 4777.638184
	Iteration 30Q: 3 clusters Score -2321092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2321093.250000 Penalty: 4777.638184
	Iteration 31Q: 3 clusters Score -2321093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2321105.750000 Penalty: 4777.638184
	Iteration 32Q: 3 clusters Score -2321106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2321112.000000 Penalty: 4777.638184
	Iteration 33Q: 3 clusters Score -2321112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2321121.750000 Penalty: 4777.638184
	Iteration 34Q: 3 clusters Score -2321122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2321129.250000 Penalty: 4777.638184
	Iteration 35Q: 3 clusters Score -2321129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2321132.250000 Penalty: 4777.638184
	Iteration 36Q: 3 clusters Score -2321132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2321132.250000 Penalty: 4777.638184
	Iteration 37Q: 3 clusters Score -2321132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2321134.250000 Penalty: 4777.638184
	Iteration 38Q: 3 clusters Score -2321134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2321134.750000 Penalty: 4777.638184
	Iteration 39Q: 3 clusters Score -2321135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2321135.250000 Penalty: 4777.638184
	Iteration 40F: 3 clusters Score -2321135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2321138.500000 Penalty: 4777.638184
	Iteration 41Q: 3 clusters Score -2321138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2321141.750000 Penalty: 4777.638184
	Iteration 42Q: 3 clusters Score -2321142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2321140.000000 Penalty: 4777.638184
	Iteration 43Q: 3 clusters Score -2321140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2321137.250000 Penalty: 4777.638184
	Iteration 44Q: 3 clusters Score -2321137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2321137.000000 Penalty: 4777.638184
	Iteration 45Q: 3 clusters Score -2321137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2321135.000000 Penalty: 4777.638184
	Iteration 46Q: 3 clusters Score -2321135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2321136.500000 Penalty: 4777.638184
	Iteration 47Q: 3 clusters Score -2321136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2321140.250000 Penalty: 4777.638184
	Iteration 48Q: 3 clusters Score -2321140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2321142.500000 Penalty: 4777.638184
	Iteration 49Q: 3 clusters Score -2321142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2321138.000000 Penalty: 4777.638184
	Iteration 50Q: 3 clusters Score -2321138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2321139.250000 Penalty: 4777.638184
	Iteration 51Q: 3 clusters Score -2321139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2321136.500000 Penalty: 4777.638184
	Iteration 52Q: 3 clusters Score -2321136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2321141.000000 Penalty: 4777.638184
	Iteration 53Q: 3 clusters Score -2321141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2321141.000000 Penalty: 4777.638184
	Iteration 54F: 3 clusters Score -2321141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Entering Unmasked Estep 
Score: -3955790.000000 Penalty: 2521.912109
	Iteration 0F: 2 clusters Score -3955790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3937667.750000 Penalty: 5043.824219
	Iteration 0F: 3 clusters Score -3937668 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3943985.750000 Penalty: 5043.824219
	Iteration 1F: 3 clusters Score -3943986 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3944366.000000 Penalty: 5043.824219
	Iteration 2Q: 3 clusters Score -3944366 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3944713.250000 Penalty: 5043.824219
	Iteration 3Q: 3 clusters Score -3944713 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3945001.500000 Penalty: 5043.824219
	Iteration 4Q: 3 clusters Score -3945002 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3945299.000000 Penalty: 5043.824219
	Iteration 5Q: 3 clusters Score -3945299 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3945601.250000 Penalty: 5043.824219
	Iteration 6Q: 3 clusters Score -3945601 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3945925.500000 Penalty: 5043.824219
	Iteration 7Q: 3 clusters Score -3945926 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3946268.250000 Penalty: 5043.824219
	Iteration 8Q: 3 clusters Score -3946268 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3946661.500000 Penalty: 5043.824219
	Iteration 9Q: 3 clusters Score -3946662 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3947106.750000 Penalty: 5043.824219
	Iteration 10Q: 3 clusters Score -3947107 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3947655.500000 Penalty: 5043.824219
	Iteration 11Q: 3 clusters Score -3947656 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3948322.500000 Penalty: 5043.824219
	Iteration 12Q: 3 clusters Score -3948322 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3949098.500000 Penalty: 5043.824219
	Iteration 13Q: 3 clusters Score -3949098 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3949806.250000 Penalty: 5043.824219
	Iteration 14Q: 3 clusters Score -3949806 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3950380.500000 Penalty: 5043.824219
	Iteration 15Q: 3 clusters Score -3950380 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3950794.000000 Penalty: 5043.824219
	Iteration 16Q: 3 clusters Score -3950794 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3951123.750000 Penalty: 5043.824219
	Iteration 17Q: 3 clusters Score -3951124 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3951405.000000 Penalty: 5043.824219
	Iteration 18Q: 3 clusters Score -3951405 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3951676.250000 Penalty: 5043.824219
	Iteration 19Q: 3 clusters Score -3951676 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3951944.000000 Penalty: 5043.824219
	Iteration 20F: 3 clusters Score -3951944 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3952196.000000 Penalty: 5043.824219
	Iteration 21Q: 3 clusters Score -3952196 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3952405.250000 Penalty: 5043.824219
	Iteration 22Q: 3 clusters Score -3952405 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3952620.250000 Penalty: 5043.824219
	Iteration 23Q: 3 clusters Score -3952620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3952752.000000 Penalty: 5043.824219
	Iteration 24Q: 3 clusters Score -3952752 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3952849.750000 Penalty: 5043.824219
	Iteration 25Q: 3 clusters Score -3952850 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3952920.500000 Penalty: 5043.824219
	Iteration 26Q: 3 clusters Score -3952920 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3952988.500000 Penalty: 5043.824219
	Iteration 27Q: 3 clusters Score -3952988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3953027.250000 Penalty: 5043.824219
	Iteration 28Q: 3 clusters Score -3953027 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3953044.750000 Penalty: 5043.824219
	Iteration 29Q: 3 clusters Score -3953045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3953057.750000 Penalty: 5043.824219
	Iteration 30Q: 3 clusters Score -3953058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3953064.000000 Penalty: 5043.824219
	Iteration 31Q: 3 clusters Score -3953064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3953075.250000 Penalty: 5043.824219
	Iteration 32Q: 3 clusters Score -3953075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3953088.500000 Penalty: 5043.824219
	Iteration 33Q: 3 clusters Score -3953088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3953090.000000 Penalty: 5043.824219
	Iteration 34Q: 3 clusters Score -3953090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3953085.500000 Penalty: 5043.824219
	Iteration 35Q: 3 clusters Score -3953086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3953096.500000 Penalty: 5043.824219
	Iteration 36Q: 3 clusters Score -3953096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3953102.500000 Penalty: 5043.824219
	Iteration 37Q: 3 clusters Score -3953102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3953106.000000 Penalty: 5043.824219
	Iteration 38Q: 3 clusters Score -3953106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3953104.500000 Penalty: 5043.824219
	Iteration 39Q: 3 clusters Score -3953104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3953108.000000 Penalty: 5043.824219
	Iteration 40F: 3 clusters Score -3953108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3953114.500000 Penalty: 5043.824219
	Iteration 41Q: 3 clusters Score -3953114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3953115.000000 Penalty: 5043.824219
	Iteration 42Q: 3 clusters Score -3953115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3953117.250000 Penalty: 5043.824219
	Iteration 43Q: 3 clusters Score -3953117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3953120.500000 Penalty: 5043.824219
	Iteration 44Q: 3 clusters Score -3953120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3953130.000000 Penalty: 5043.824219
	Iteration 45Q: 3 clusters Score -3953130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3953121.250000 Penalty: 5043.824219
	Iteration 46Q: 3 clusters Score -3953121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3953129.250000 Penalty: 5043.824219
	Iteration 47Q: 3 clusters Score -3953129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3953125.750000 Penalty: 5043.824219
	Iteration 48Q: 3 clusters Score -3953126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3953133.000000 Penalty: 5043.824219
	Iteration 49Q: 3 clusters Score -3953133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3953132.500000 Penalty: 5043.824219
	Iteration 50Q: 3 clusters Score -3953132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3953135.250000 Penalty: 5043.824219
	Iteration 51Q: 3 clusters Score -3953135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3953131.500000 Penalty: 5043.824219
	Iteration 52Q: 3 clusters Score -3953132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3953133.000000 Penalty: 5043.824219
	Iteration 53Q: 3 clusters Score -3953133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3953134.000000 Penalty: 5043.824219
	Iteration 54Q: 3 clusters Score -3953134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3953137.750000 Penalty: 5043.824219
	Iteration 55Q: 3 clusters Score -3953138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3953135.750000 Penalty: 5043.824219
	Iteration 56Q: 3 clusters Score -3953136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3953135.250000 Penalty: 5043.824219
	Iteration 57Q: 3 clusters Score -3953135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3953134.750000 Penalty: 5043.824219
	Iteration 58Q: 3 clusters Score -3953135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3953134.000000 Penalty: 5043.824219
	Iteration 59Q: 3 clusters Score -3953134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3953133.500000 Penalty: 5043.824219
	Iteration 60F: 3 clusters Score -3953134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3953134.500000 Penalty: 5043.824219
	Iteration 61Q: 3 clusters Score -3953134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3953140.000000 Penalty: 5043.824219
	Iteration 62Q: 3 clusters Score -3953140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3953140.000000 Penalty: 5043.824219
	Iteration 63F: 3 clusters Score -3953140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -268818.656250 Penalty: 1861.225586
	Iteration 0F: 2 clusters Score -268818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -266330.750000 Penalty: 3722.451172
	Iteration 0F: 3 clusters Score -266330.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -266791.281250 Penalty: 3722.451172
	Iteration 1F: 3 clusters Score -266791.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -266932.343750 Penalty: 3722.451172
	Iteration 2F: 3 clusters Score -266932.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -266997.562500 Penalty: 3722.451172
	Iteration 3Q: 3 clusters Score -266997.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267035.281250 Penalty: 3722.451172
	Iteration 4Q: 3 clusters Score -267035.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267051.468750 Penalty: 3722.451172
	Iteration 5Q: 3 clusters Score -267051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267057.656250 Penalty: 3722.451172
	Iteration 6Q: 3 clusters Score -267057.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -267064.656250 Penalty: 3722.451172
	Iteration 7Q: 3 clusters Score -267064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -267071.531250 Penalty: 3722.451172
	Iteration 8Q: 3 clusters Score -267071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -267074.968750 Penalty: 3722.451172
	Iteration 9Q: 3 clusters Score -267075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -267080.687500 Penalty: 3722.451172
	Iteration 10Q: 3 clusters Score -267080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -267086.281250 Penalty: 3722.451172
	Iteration 11Q: 3 clusters Score -267086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267088.906250 Penalty: 3722.451172
	Iteration 12Q: 3 clusters Score -267088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267093.718750 Penalty: 3722.451172
	Iteration 13Q: 3 clusters Score -267093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267094.406250 Penalty: 3722.451172
	Iteration 14Q: 3 clusters Score -267094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267094.718750 Penalty: 3722.451172
	Iteration 15Q: 3 clusters Score -267094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267095.062500 Penalty: 3722.451172
	Iteration 16Q: 3 clusters Score -267095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267095.062500 Penalty: 3722.451172
	Iteration 17F: 3 clusters Score -267095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -34720.324219 Penalty: 1415.363403
	Iteration 0F: 2 clusters Score -34720.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33479.632812 Penalty: 2830.726807
	Iteration 0F: 3 clusters Score -33479.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33705.382812 Penalty: 2830.726807
	Iteration 1F: 3 clusters Score -33705.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33767.238281 Penalty: 2830.726807
	Iteration 2F: 3 clusters Score -33767.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33808.648438 Penalty: 2830.726807
	Iteration 3Q: 3 clusters Score -33808.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33920.335938 Penalty: 2830.726807
	Iteration 4Q: 3 clusters Score -33920.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34012.664062 Penalty: 2830.726807
	Iteration 5Q: 3 clusters Score -34012.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34030.519531 Penalty: 2830.726807
	Iteration 6Q: 3 clusters Score -34030.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34053.234375 Penalty: 2830.726807
	Iteration 7Q: 3 clusters Score -34053.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34061.726562 Penalty: 2830.726807
	Iteration 8Q: 3 clusters Score -34061.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34079.945312 Penalty: 2830.726807
	Iteration 9Q: 3 clusters Score -34079.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34086.812500 Penalty: 2830.726807
	Iteration 10Q: 3 clusters Score -34086.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34086.812500 Penalty: 2830.726807
	Iteration 11F: 3 clusters Score -34086.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -1548610.125000 Penalty: 2289.876465
	Iteration 0F: 2 clusters Score -1548610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1540821.625000 Penalty: 4579.752930
	Iteration 0F: 3 clusters Score -1540822 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1543013.125000 Penalty: 4579.752930
	Iteration 1F: 3 clusters Score -1543013 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1543356.125000 Penalty: 4579.752930
	Iteration 2F: 3 clusters Score -1543356 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1543577.500000 Penalty: 4579.752930
	Iteration 3F: 3 clusters Score -1543578 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1543745.875000 Penalty: 4579.752930
	Iteration 4Q: 3 clusters Score -1543746 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1543879.625000 Penalty: 4579.752930
	Iteration 5Q: 3 clusters Score -1543880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1544021.250000 Penalty: 4579.752930
	Iteration 6Q: 3 clusters Score -1544021 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1544128.500000 Penalty: 4579.752930
	Iteration 7Q: 3 clusters Score -1544128 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1544241.250000 Penalty: 4579.752930
	Iteration 8Q: 3 clusters Score -1544241 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1544382.000000 Penalty: 4579.752930
	Iteration 9Q: 3 clusters Score -1544382 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1544529.375000 Penalty: 4579.752930
	Iteration 10Q: 3 clusters Score -1544529 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1544696.875000 Penalty: 4579.752930
	Iteration 11Q: 3 clusters Score -1544697 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1544888.250000 Penalty: 4579.752930
	Iteration 12Q: 3 clusters Score -1544888 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1545105.000000 Penalty: 4579.752930
	Iteration 13Q: 3 clusters Score -1545105 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1545335.625000 Penalty: 4579.752930
	Iteration 14Q: 3 clusters Score -1545336 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1545548.875000 Penalty: 4579.752930
	Iteration 15Q: 3 clusters Score -1545549 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1545771.750000 Penalty: 4579.752930
	Iteration 16Q: 3 clusters Score -1545772 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1545955.750000 Penalty: 4579.752930
	Iteration 17Q: 3 clusters Score -1545956 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1546135.750000 Penalty: 4579.752930
	Iteration 18Q: 3 clusters Score -1546136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1546303.375000 Penalty: 4579.752930
	Iteration 19Q: 3 clusters Score -1546303 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1546444.375000 Penalty: 4579.752930
	Iteration 20F: 3 clusters Score -1546444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1546557.625000 Penalty: 4579.752930
	Iteration 21Q: 3 clusters Score -1546558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1546625.125000 Penalty: 4579.752930
	Iteration 22Q: 3 clusters Score -1546625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1546669.625000 Penalty: 4579.752930
	Iteration 23Q: 3 clusters Score -1546670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1546695.500000 Penalty: 4579.752930
	Iteration 24Q: 3 clusters Score -1546696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1546726.625000 Penalty: 4579.752930
	Iteration 25Q: 3 clusters Score -1546727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1546741.500000 Penalty: 4579.752930
	Iteration 26Q: 3 clusters Score -1546742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1546759.500000 Penalty: 4579.752930
	Iteration 27Q: 3 clusters Score -1546760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1546766.500000 Penalty: 4579.752930
	Iteration 28Q: 3 clusters Score -1546766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1546772.875000 Penalty: 4579.752930
	Iteration 29Q: 3 clusters Score -1546773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1546780.375000 Penalty: 4579.752930
	Iteration 30Q: 3 clusters Score -1546780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1546782.750000 Penalty: 4579.752930
	Iteration 31Q: 3 clusters Score -1546783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1546784.000000 Penalty: 4579.752930
	Iteration 32Q: 3 clusters Score -1546784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1546787.125000 Penalty: 4579.752930
	Iteration 33Q: 3 clusters Score -1546787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1546792.375000 Penalty: 4579.752930
	Iteration 34Q: 3 clusters Score -1546792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1546797.625000 Penalty: 4579.752930
	Iteration 35Q: 3 clusters Score -1546798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1546798.500000 Penalty: 4579.752930
	Iteration 36Q: 3 clusters Score -1546798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1546801.750000 Penalty: 4579.752930
	Iteration 37Q: 3 clusters Score -1546802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1546802.625000 Penalty: 4579.752930
	Iteration 38Q: 3 clusters Score -1546803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1546802.625000 Penalty: 4579.752930
	Iteration 39F: 3 clusters Score -1546803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Entering Unmasked Estep 
Score: -2448540.750000 Penalty: 2397.542969
	Iteration 0F: 2 clusters Score -2448541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2437181.250000 Penalty: 4795.085938
	Iteration 0F: 3 clusters Score -2437181 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2440695.250000 Penalty: 4795.085938
	Iteration 1F: 3 clusters Score -2440695 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2441012.250000 Penalty: 4795.085938
	Iteration 2F: 3 clusters Score -2441012 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2441235.000000 Penalty: 4795.085938
	Iteration 3Q: 3 clusters Score -2441235 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2441401.250000 Penalty: 4795.085938
	Iteration 4Q: 3 clusters Score -2441401 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2441526.250000 Penalty: 4795.085938
	Iteration 5Q: 3 clusters Score -2441526 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2441648.250000 Penalty: 4795.085938
	Iteration 6Q: 3 clusters Score -2441648 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2441771.000000 Penalty: 4795.085938
	Iteration 7Q: 3 clusters Score -2441771 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2441871.250000 Penalty: 4795.085938
	Iteration 8Q: 3 clusters Score -2441871 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2441954.250000 Penalty: 4795.085938
	Iteration 9Q: 3 clusters Score -2441954 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2442069.500000 Penalty: 4795.085938
	Iteration 10Q: 3 clusters Score -2442070 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2442191.500000 Penalty: 4795.085938
	Iteration 11Q: 3 clusters Score -2442192 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2442295.250000 Penalty: 4795.085938
	Iteration 12Q: 3 clusters Score -2442295 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2442445.500000 Penalty: 4795.085938
	Iteration 13Q: 3 clusters Score -2442446 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2442627.250000 Penalty: 4795.085938
	Iteration 14Q: 3 clusters Score -2442627 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2442858.750000 Penalty: 4795.085938
	Iteration 15Q: 3 clusters Score -2442859 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2443161.500000 Penalty: 4795.085938
	Iteration 16Q: 3 clusters Score -2443162 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2443516.500000 Penalty: 4795.085938
	Iteration 17Q: 3 clusters Score -2443516 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2443931.750000 Penalty: 4795.085938
	Iteration 18Q: 3 clusters Score -2443932 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2444338.000000 Penalty: 4795.085938
	Iteration 19Q: 3 clusters Score -2444338 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2444755.250000 Penalty: 4795.085938
	Iteration 20F: 3 clusters Score -2444755 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2445118.000000 Penalty: 4795.085938
	Iteration 21Q: 3 clusters Score -2445118 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2445436.250000 Penalty: 4795.085938
	Iteration 22Q: 3 clusters Score -2445436 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2445711.500000 Penalty: 4795.085938
	Iteration 23Q: 3 clusters Score -2445712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2445935.250000 Penalty: 4795.085938
	Iteration 24Q: 3 clusters Score -2445935 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2446075.000000 Penalty: 4795.085938
	Iteration 25Q: 3 clusters Score -2446075 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2446174.500000 Penalty: 4795.085938
	Iteration 26Q: 3 clusters Score -2446174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2446239.500000 Penalty: 4795.085938
	Iteration 27Q: 3 clusters Score -2446240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2446270.500000 Penalty: 4795.085938
	Iteration 28Q: 3 clusters Score -2446270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2446291.250000 Penalty: 4795.085938
	Iteration 29Q: 3 clusters Score -2446291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2446309.250000 Penalty: 4795.085938
	Iteration 30Q: 3 clusters Score -2446309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2446327.750000 Penalty: 4795.085938
	Iteration 31Q: 3 clusters Score -2446328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2446354.250000 Penalty: 4795.085938
	Iteration 32Q: 3 clusters Score -2446354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2446374.000000 Penalty: 4795.085938
	Iteration 33Q: 3 clusters Score -2446374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2446407.250000 Penalty: 4795.085938
	Iteration 34Q: 3 clusters Score -2446407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2446426.250000 Penalty: 4795.085938
	Iteration 35Q: 3 clusters Score -2446426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2446428.250000 Penalty: 4795.085938
	Iteration 36Q: 3 clusters Score -2446428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2446433.750000 Penalty: 4795.085938
	Iteration 37Q: 3 clusters Score -2446434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2446440.000000 Penalty: 4795.085938
	Iteration 38Q: 3 clusters Score -2446440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2446438.750000 Penalty: 4795.085938
	Iteration 39Q: 3 clusters Score -2446439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2446442.000000 Penalty: 4795.085938
	Iteration 40F: 3 clusters Score -2446442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2446439.750000 Penalty: 4795.085938
	Iteration 41Q: 3 clusters Score -2446440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2446439.750000 Penalty: 4795.085938
	Iteration 42F: 3 clusters Score -2446440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -400927.843750 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -400927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -397808.437500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -397808.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -398561.531250 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -398561.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -398831.187500 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -398831.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -399070.625000 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -399070.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -399301.531250 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -399301.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -399444.375000 Penalty: 3931.773926
	Iteration 5Q: 3 clusters Score -399444.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -399553.125000 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -399553.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -399637.125000 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -399637.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -399689.437500 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -399689.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -399743.687500 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -399743.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -399826.625000 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -399826.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -400031.156250 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -400031.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -400228.937500 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -400228.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -400360.468750 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -400360.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -400444.906250 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -400444.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -400504.187500 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -400504.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -400546.031250 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -400546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -400580.437500 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -400580.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -400602.250000 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -400602.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -400613.437500 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -400613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -400623.375000 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -400623.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -400631.593750 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -400631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -400637.875000 Penalty: 3931.773926
	Iteration 22Q: 3 clusters Score -400637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -400640.500000 Penalty: 3931.773926
	Iteration 23Q: 3 clusters Score -400640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -400644.093750 Penalty: 3931.773926
	Iteration 24Q: 3 clusters Score -400644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -400648.625000 Penalty: 3931.773926
	Iteration 25Q: 3 clusters Score -400648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -400651.968750 Penalty: 3931.773926
	Iteration 26Q: 3 clusters Score -400652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400654.687500 Penalty: 3931.773926
	Iteration 27Q: 3 clusters Score -400654.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -400657.468750 Penalty: 3931.773926
	Iteration 28Q: 3 clusters Score -400657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -400659.593750 Penalty: 3931.773926
	Iteration 29Q: 3 clusters Score -400659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -400663.750000 Penalty: 3931.773926
	Iteration 30Q: 3 clusters Score -400663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -400668.468750 Penalty: 3931.773926
	Iteration 31Q: 3 clusters Score -400668.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -400673.093750 Penalty: 3931.773926
	Iteration 32Q: 3 clusters Score -400673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -400681.187500 Penalty: 3931.773926
	Iteration 33Q: 3 clusters Score -400681.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -400689.031250 Penalty: 3931.773926
	Iteration 34Q: 3 clusters Score -400689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -400691.937500 Penalty: 3931.773926
	Iteration 35Q: 3 clusters Score -400691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -400693.812500 Penalty: 3931.773926
	Iteration 36Q: 3 clusters Score -400693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -400694.562500 Penalty: 3931.773926
	Iteration 37Q: 3 clusters Score -400694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -400695.468750 Penalty: 3931.773926
	Iteration 38Q: 3 clusters Score -400695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -400698.250000 Penalty: 3931.773926
	Iteration 39Q: 3 clusters Score -400698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -400700.218750 Penalty: 3931.773926
	Iteration 40F: 3 clusters Score -400700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -400701.187500 Penalty: 3931.773926
	Iteration 41Q: 3 clusters Score -400701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -400701.437500 Penalty: 3931.773926
	Iteration 42Q: 3 clusters Score -400701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -400701.437500 Penalty: 3931.773926
	Iteration 43F: 3 clusters Score -400701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -736134.312500 Penalty: 2113.599365
	Iteration 0F: 2 clusters Score -736134.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -731595.750000 Penalty: 4227.198730
	Iteration 0F: 3 clusters Score -731595.8 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -732650.187500 Penalty: 4227.198730
	Iteration 1F: 3 clusters Score -732650.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -732878.187500 Penalty: 4227.198730
	Iteration 2F: 3 clusters Score -732878.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -733036.562500 Penalty: 4227.198730
	Iteration 3F: 3 clusters Score -733036.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -733169.437500 Penalty: 4227.198730
	Iteration 4Q: 3 clusters Score -733169.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -733283.812500 Penalty: 4227.198730
	Iteration 5Q: 3 clusters Score -733283.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -733405.562500 Penalty: 4227.198730
	Iteration 6Q: 3 clusters Score -733405.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -733518.500000 Penalty: 4227.198730
	Iteration 7Q: 3 clusters Score -733518.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -733635.812500 Penalty: 4227.198730
	Iteration 8Q: 3 clusters Score -733635.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -733788.062500 Penalty: 4227.198730
	Iteration 9Q: 3 clusters Score -733788.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -734015.125000 Penalty: 4227.198730
	Iteration 10Q: 3 clusters Score -734015.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -734293.562500 Penalty: 4227.198730
	Iteration 11Q: 3 clusters Score -734293.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -734650.375000 Penalty: 4227.198730
	Iteration 12F: 3 clusters Score -734650.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -735102.562500 Penalty: 4227.198730
	Iteration 13Q: 3 clusters Score -735102.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -735443.875000 Penalty: 4227.198730
	Iteration 14Q: 3 clusters Score -735443.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -735609.750000 Penalty: 4227.198730
	Iteration 15Q: 3 clusters Score -735609.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -735676.687500 Penalty: 4227.198730
	Iteration 16Q: 3 clusters Score -735676.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -735705.062500 Penalty: 4227.198730
	Iteration 17Q: 3 clusters Score -735705.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -735714.437500 Penalty: 4227.198730
	Iteration 18Q: 3 clusters Score -735714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -735722.625000 Penalty: 4227.198730
	Iteration 19Q: 3 clusters Score -735722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -735727.562500 Penalty: 4227.198730
	Iteration 20F: 3 clusters Score -735727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -735733.562500 Penalty: 4227.198730
	Iteration 21Q: 3 clusters Score -735733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -735738.562500 Penalty: 4227.198730
	Iteration 22Q: 3 clusters Score -735738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -735742.312500 Penalty: 4227.198730
	Iteration 23Q: 3 clusters Score -735742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -735742.250000 Penalty: 4227.198730
	Iteration 24Q: 3 clusters Score -735742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -735744.125000 Penalty: 4227.198730
	Iteration 25Q: 3 clusters Score -735744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -735747.312500 Penalty: 4227.198730
	Iteration 26Q: 3 clusters Score -735747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -735747.312500 Penalty: 4227.198730
	Iteration 27F: 3 clusters Score -735747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Entering Unmasked Estep 
Score: -6449375.000000 Penalty: 2644.460693
	Iteration 0F: 2 clusters Score -6449375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -6420517.500000 Penalty: 5288.921387
	Iteration 0F: 3 clusters Score -6420518 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -6431463.000000 Penalty: 5288.921387
	Iteration 1F: 3 clusters Score -6431463 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -6432332.500000 Penalty: 5288.921387
	Iteration 2Q: 3 clusters Score -6432332 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -6433264.000000 Penalty: 5288.921387
	Iteration 3Q: 3 clusters Score -6433264 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -6434368.000000 Penalty: 5288.921387
	Iteration 4Q: 3 clusters Score -6434368 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6435349.500000 Penalty: 5288.921387
	Iteration 5F: 3 clusters Score -6435350 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -6436242.000000 Penalty: 5288.921387
	Iteration 6Q: 3 clusters Score -6436242 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -6437042.000000 Penalty: 5288.921387
	Iteration 7Q: 3 clusters Score -6437042 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -6437730.000000 Penalty: 5288.921387
	Iteration 8Q: 3 clusters Score -6437730 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6438336.500000 Penalty: 5288.921387
	Iteration 9Q: 3 clusters Score -6438336 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -6438918.000000 Penalty: 5288.921387
	Iteration 10Q: 3 clusters Score -6438918 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6439450.500000 Penalty: 5288.921387
	Iteration 11Q: 3 clusters Score -6439450 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -6439932.500000 Penalty: 5288.921387
	Iteration 12Q: 3 clusters Score -6439932 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -6440326.500000 Penalty: 5288.921387
	Iteration 13Q: 3 clusters Score -6440326 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -6440722.500000 Penalty: 5288.921387
	Iteration 14Q: 3 clusters Score -6440722 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -6441112.500000 Penalty: 5288.921387
	Iteration 15Q: 3 clusters Score -6441112 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6441443.500000 Penalty: 5288.921387
	Iteration 16Q: 3 clusters Score -6441444 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -6441867.500000 Penalty: 5288.921387
	Iteration 17Q: 3 clusters Score -6441868 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6442311.000000 Penalty: 5288.921387
	Iteration 18Q: 3 clusters Score -6442311 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -6442874.000000 Penalty: 5288.921387
	Iteration 19Q: 3 clusters Score -6442874 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -6443541.500000 Penalty: 5288.921387
	Iteration 20F: 3 clusters Score -6443542 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -6444402.000000 Penalty: 5288.921387
	Iteration 21Q: 3 clusters Score -6444402 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6445418.500000 Penalty: 5288.921387
	Iteration 22Q: 3 clusters Score -6445418 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6446907.000000 Penalty: 5288.921387
	Iteration 23Q: 3 clusters Score -6446907 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6447749.000000 Penalty: 5288.921387
	Iteration 24Q: 3 clusters Score -6447749 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -6447914.000000 Penalty: 5288.921387
	Iteration 25Q: 3 clusters Score -6447914 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6448041.000000 Penalty: 5288.921387
	Iteration 26Q: 3 clusters Score -6448041 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6448104.000000 Penalty: 5288.921387
	Iteration 27Q: 3 clusters Score -6448104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6448135.500000 Penalty: 5288.921387
	Iteration 28Q: 3 clusters Score -6448136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6448158.000000 Penalty: 5288.921387
	Iteration 29Q: 3 clusters Score -6448158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6448179.500000 Penalty: 5288.921387
	Iteration 30Q: 3 clusters Score -6448180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6448202.500000 Penalty: 5288.921387
	Iteration 31Q: 3 clusters Score -6448202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6448196.000000 Penalty: 5288.921387
	Iteration 32Q: 3 clusters Score -6448196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6448202.000000 Penalty: 5288.921387
	Iteration 33Q: 3 clusters Score -6448202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6448215.500000 Penalty: 5288.921387
	Iteration 34Q: 3 clusters Score -6448216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6448231.000000 Penalty: 5288.921387
	Iteration 35Q: 3 clusters Score -6448231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6448236.500000 Penalty: 5288.921387
	Iteration 36Q: 3 clusters Score -6448236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6448239.000000 Penalty: 5288.921387
	Iteration 37Q: 3 clusters Score -6448239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6448244.000000 Penalty: 5288.921387
	Iteration 38Q: 3 clusters Score -6448244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6448250.000000 Penalty: 5288.921387
	Iteration 39Q: 3 clusters Score -6448250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -6448250.500000 Penalty: 5288.921387
	Iteration 40F: 3 clusters Score -6448250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6448248.500000 Penalty: 5288.921387
	Iteration 41Q: 3 clusters Score -6448248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6448258.000000 Penalty: 5288.921387
	Iteration 42Q: 3 clusters Score -6448258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6448257.500000 Penalty: 5288.921387
	Iteration 43Q: 3 clusters Score -6448258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6448258.500000 Penalty: 5288.921387
	Iteration 44Q: 3 clusters Score -6448258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6448264.500000 Penalty: 5288.921387
	Iteration 45Q: 3 clusters Score -6448264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6448271.500000 Penalty: 5288.921387
	Iteration 46Q: 3 clusters Score -6448272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6448265.500000 Penalty: 5288.921387
	Iteration 47Q: 3 clusters Score -6448266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6448269.500000 Penalty: 5288.921387
	Iteration 48Q: 3 clusters Score -6448270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6448264.500000 Penalty: 5288.921387
	Iteration 49Q: 3 clusters Score -6448264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6448268.500000 Penalty: 5288.921387
	Iteration 50Q: 3 clusters Score -6448268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6448274.500000 Penalty: 5288.921387
	Iteration 51Q: 3 clusters Score -6448274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6448276.500000 Penalty: 5288.921387
	Iteration 52Q: 3 clusters Score -6448276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6448276.500000 Penalty: 5288.921387
	Iteration 53F: 3 clusters Score -6448276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (197813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197813 members 
Entering Unmasked Estep 
Score: -30389710.000000 Penalty: 3024.379395
	Iteration 0F: 2 clusters Score -3.038971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -30280236.000000 Penalty: 6048.758789
	Iteration 0F: 3 clusters Score -3.028024e+07 nChanged 95176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -30336124.000000 Penalty: 6048.758789
	Iteration 1F: 3 clusters Score -3.033612e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -30337474.000000 Penalty: 6048.758789
	Iteration 2Q: 3 clusters Score -3.033747e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -30339592.000000 Penalty: 6048.758789
	Iteration 3Q: 3 clusters Score -3.033959e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -30342846.000000 Penalty: 6048.758789
	Iteration 4Q: 3 clusters Score -3.034285e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122002 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -30348222.000000 Penalty: 6048.758789
	Iteration 5F: 3 clusters Score -3.034822e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132370 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -30356386.000000 Penalty: 6048.758789
	Iteration 6F: 3 clusters Score -3.035639e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -30367078.000000 Penalty: 6048.758789
	Iteration 7F: 3 clusters Score -3.036708e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -30377502.000000 Penalty: 6048.758789
	Iteration 8F: 3 clusters Score -3.03775e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -30384846.000000 Penalty: 6048.758789
	Iteration 9F: 3 clusters Score -3.038485e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171504 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -30389186.000000 Penalty: 6048.758789
	Iteration 10Q: 3 clusters Score -3.038919e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -30391306.000000 Penalty: 6048.758789
	Iteration 11Q: 3 clusters Score -3.039131e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -30392510.000000 Penalty: 6048.758789
	Iteration 12Q: 3 clusters Score -3.039251e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182775 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -30392974.000000 Penalty: 6048.758789
	Iteration 13Q: 3 clusters Score -3.039297e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185324 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -30393126.000000 Penalty: 6048.758789
	Iteration 14Q: 3 clusters Score -3.039313e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -30392626.000000 Penalty: 6048.758789
	Iteration 15Q: 3 clusters Score -3.039263e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189412 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -30391860.000000 Penalty: 6048.758789
	Iteration 16Q: 3 clusters Score -3.039186e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191117 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -30390836.000000 Penalty: 6048.758789
	Iteration 17Q: 3 clusters Score -3.039084e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192564 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -30390106.000000 Penalty: 6048.758789
	Iteration 18Q: 3 clusters Score -3.039011e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193781 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -30389486.000000 Penalty: 6048.758789
	Iteration 19Q: 3 clusters Score -3.038949e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194756 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -30389104.000000 Penalty: 6048.758789
	Iteration 20F: 3 clusters Score -3.03891e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195462 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30388646.000000 Penalty: 6048.758789
	Iteration 21Q: 3 clusters Score -3.038865e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195975 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -30388460.000000 Penalty: 6048.758789
	Iteration 22Q: 3 clusters Score -3.038846e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196343 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -30388246.000000 Penalty: 6048.758789
	Iteration 23Q: 3 clusters Score -3.038825e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196594 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -30388130.000000 Penalty: 6048.758789
	Iteration 24Q: 3 clusters Score -3.038813e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196771 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -30388008.000000 Penalty: 6048.758789
	Iteration 25Q: 3 clusters Score -3.038801e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196891 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -30387966.000000 Penalty: 6048.758789
	Iteration 26Q: 3 clusters Score -3.038797e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196961 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -30387914.000000 Penalty: 6048.758789
	Iteration 27Q: 3 clusters Score -3.038791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197006 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -30387914.000000 Penalty: 6048.758789
	Iteration 28Q: 3 clusters Score -3.038791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -30387918.000000 Penalty: 6048.758789
	Iteration 29Q: 3 clusters Score -3.038792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197067 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -30387884.000000 Penalty: 6048.758789
	Iteration 30Q: 3 clusters Score -3.038788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197086 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -30387874.000000 Penalty: 6048.758789
	Iteration 31Q: 3 clusters Score -3.038787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -30387856.000000 Penalty: 6048.758789
	Iteration 32Q: 3 clusters Score -3.038786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -30387884.000000 Penalty: 6048.758789
	Iteration 33Q: 3 clusters Score -3.038788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -30387842.000000 Penalty: 6048.758789
	Iteration 34Q: 3 clusters Score -3.038784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -30387862.000000 Penalty: 6048.758789
	Iteration 35Q: 3 clusters Score -3.038786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197166 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -30387850.000000 Penalty: 6048.758789
	Iteration 36Q: 3 clusters Score -3.038785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197175 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -30387828.000000 Penalty: 6048.758789
	Iteration 37Q: 3 clusters Score -3.038783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197184 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -30387844.000000 Penalty: 6048.758789
	Iteration 38Q: 3 clusters Score -3.038784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197193 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -30387850.000000 Penalty: 6048.758789
	Iteration 39Q: 3 clusters Score -3.038785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -30387830.000000 Penalty: 6048.758789
	Iteration 40F: 3 clusters Score -3.038783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197211 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -30387848.000000 Penalty: 6048.758789
	Iteration 41Q: 3 clusters Score -3.038785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197218 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -30387858.000000 Penalty: 6048.758789
	Iteration 42Q: 3 clusters Score -3.038786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197224 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -30387854.000000 Penalty: 6048.758789
	Iteration 43Q: 3 clusters Score -3.038785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197227 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -30387828.000000 Penalty: 6048.758789
	Iteration 44Q: 3 clusters Score -3.038783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197233 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -30387832.000000 Penalty: 6048.758789
	Iteration 45Q: 3 clusters Score -3.038783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197241 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30387820.000000 Penalty: 6048.758789
	Iteration 46Q: 3 clusters Score -3.038782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30387834.000000 Penalty: 6048.758789
	Iteration 47Q: 3 clusters Score -3.038783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197251 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30387804.000000 Penalty: 6048.758789
	Iteration 48Q: 3 clusters Score -3.03878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197256 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -30387810.000000 Penalty: 6048.758789
	Iteration 49Q: 3 clusters Score -3.038781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197261 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30387810.000000 Penalty: 6048.758789
	Iteration 50Q: 3 clusters Score -3.038781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197263 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -30387824.000000 Penalty: 6048.758789
	Iteration 51Q: 3 clusters Score -3.038782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -30387822.000000 Penalty: 6048.758789
	Iteration 52Q: 3 clusters Score -3.038782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -30387822.000000 Penalty: 6048.758789
	Iteration 53F: 3 clusters Score -3.038782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -88147.539062 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -88147.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86561.726562 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -86561.73 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86912.937500 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -86912.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87100.476562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -87100.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87305.781250 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -87305.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87461.906250 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -87461.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87606.460938 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -87606.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87726.437500 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -87726.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87796.718750 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -87796.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87834.445312 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -87834.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87848.031250 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -87848.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87851.382812 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -87851.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87857.164062 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -87857.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87864.523438 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -87864.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87873.500000 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -87873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87875.257812 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -87875.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87876.687500 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -87876.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87877.320312 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -87877.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87877.320312 Penalty: 3200.998047
	Iteration 17F: 3 clusters Score -87877.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -726597.250000 Penalty: 2112.709961
	Iteration 0F: 2 clusters Score -726597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -722111.937500 Penalty: 4225.419922
	Iteration 0F: 3 clusters Score -722111.9 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -723336.937500 Penalty: 4225.419922
	Iteration 1F: 3 clusters Score -723336.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -723735.937500 Penalty: 4225.419922
	Iteration 2F: 3 clusters Score -723735.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -723992.250000 Penalty: 4225.419922
	Iteration 3F: 3 clusters Score -723992.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -724218.687500 Penalty: 4225.419922
	Iteration 4F: 3 clusters Score -724218.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -724468.625000 Penalty: 4225.419922
	Iteration 5F: 3 clusters Score -724468.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -724719.437500 Penalty: 4225.419922
	Iteration 6F: 3 clusters Score -724719.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -724999.437500 Penalty: 4225.419922
	Iteration 7F: 3 clusters Score -724999.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -725242.687500 Penalty: 4225.419922
	Iteration 8Q: 3 clusters Score -725242.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -725444.437500 Penalty: 4225.419922
	Iteration 9Q: 3 clusters Score -725444.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -725596.687500 Penalty: 4225.419922
	Iteration 10Q: 3 clusters Score -725596.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -725708.250000 Penalty: 4225.419922
	Iteration 11Q: 3 clusters Score -725708.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -725791.437500 Penalty: 4225.419922
	Iteration 12Q: 3 clusters Score -725791.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -725876.812500 Penalty: 4225.419922
	Iteration 13Q: 3 clusters Score -725876.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -725947.125000 Penalty: 4225.419922
	Iteration 14Q: 3 clusters Score -725947.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -726010.250000 Penalty: 4225.419922
	Iteration 15Q: 3 clusters Score -726010.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -726074.937500 Penalty: 4225.419922
	Iteration 16Q: 3 clusters Score -726074.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -726111.125000 Penalty: 4225.419922
	Iteration 17Q: 3 clusters Score -726111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -726149.437500 Penalty: 4225.419922
	Iteration 18Q: 3 clusters Score -726149.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -726187.750000 Penalty: 4225.419922
	Iteration 19Q: 3 clusters Score -726187.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -726208.062500 Penalty: 4225.419922
	Iteration 20F: 3 clusters Score -726208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -726234.125000 Penalty: 4225.419922
	Iteration 21Q: 3 clusters Score -726234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -726260.562500 Penalty: 4225.419922
	Iteration 22Q: 3 clusters Score -726260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -726282.250000 Penalty: 4225.419922
	Iteration 23Q: 3 clusters Score -726282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -726302.437500 Penalty: 4225.419922
	Iteration 24Q: 3 clusters Score -726302.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -726310.750000 Penalty: 4225.419922
	Iteration 25Q: 3 clusters Score -726310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -726318.437500 Penalty: 4225.419922
	Iteration 26Q: 3 clusters Score -726318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -726327.562500 Penalty: 4225.419922
	Iteration 27Q: 3 clusters Score -726327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -726329.375000 Penalty: 4225.419922
	Iteration 28Q: 3 clusters Score -726329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -726333.437500 Penalty: 4225.419922
	Iteration 29Q: 3 clusters Score -726333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -726334.187500 Penalty: 4225.419922
	Iteration 30Q: 3 clusters Score -726334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -726334.187500 Penalty: 4225.419922
	Iteration 31F: 3 clusters Score -726334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -690265.187500 Penalty: 2093.358154
	Iteration 0F: 2 clusters Score -690265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -686009.312500 Penalty: 4186.716309
	Iteration 0F: 3 clusters Score -686009.3 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -686975.687500 Penalty: 4186.716309
	Iteration 1F: 3 clusters Score -686975.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -687184.937500 Penalty: 4186.716309
	Iteration 2F: 3 clusters Score -687184.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -687337.125000 Penalty: 4186.716309
	Iteration 3F: 3 clusters Score -687337.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -687434.812500 Penalty: 4186.716309
	Iteration 4Q: 3 clusters Score -687434.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -687507.625000 Penalty: 4186.716309
	Iteration 5Q: 3 clusters Score -687507.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -687562.250000 Penalty: 4186.716309
	Iteration 6Q: 3 clusters Score -687562.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -687617.750000 Penalty: 4186.716309
	Iteration 7Q: 3 clusters Score -687617.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -687675.500000 Penalty: 4186.716309
	Iteration 8Q: 3 clusters Score -687675.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -687722.250000 Penalty: 4186.716309
	Iteration 9Q: 3 clusters Score -687722.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -687782.125000 Penalty: 4186.716309
	Iteration 10Q: 3 clusters Score -687782.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -687836.812500 Penalty: 4186.716309
	Iteration 11Q: 3 clusters Score -687836.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -687895.250000 Penalty: 4186.716309
	Iteration 12Q: 3 clusters Score -687895.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -687957.187500 Penalty: 4186.716309
	Iteration 13Q: 3 clusters Score -687957.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -688048.375000 Penalty: 4186.716309
	Iteration 14Q: 3 clusters Score -688048.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -688150.500000 Penalty: 4186.716309
	Iteration 15Q: 3 clusters Score -688150.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -688287.062500 Penalty: 4186.716309
	Iteration 16Q: 3 clusters Score -688287.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -688444.750000 Penalty: 4186.716309
	Iteration 17Q: 3 clusters Score -688444.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -688614.062500 Penalty: 4186.716309
	Iteration 18Q: 3 clusters Score -688614.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -688780.312500 Penalty: 4186.716309
	Iteration 19Q: 3 clusters Score -688780.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -688882.562500 Penalty: 4186.716309
	Iteration 20F: 3 clusters Score -688882.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -688953.750000 Penalty: 4186.716309
	Iteration 21Q: 3 clusters Score -688953.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -688998.750000 Penalty: 4186.716309
	Iteration 22Q: 3 clusters Score -688998.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -689023.250000 Penalty: 4186.716309
	Iteration 23Q: 3 clusters Score -689023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -689037.937500 Penalty: 4186.716309
	Iteration 24Q: 3 clusters Score -689037.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -689049.312500 Penalty: 4186.716309
	Iteration 25Q: 3 clusters Score -689049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -689059.312500 Penalty: 4186.716309
	Iteration 26Q: 3 clusters Score -689059.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -689071.062500 Penalty: 4186.716309
	Iteration 27Q: 3 clusters Score -689071.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -689082.562500 Penalty: 4186.716309
	Iteration 28Q: 3 clusters Score -689082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -689094.312500 Penalty: 4186.716309
	Iteration 29Q: 3 clusters Score -689094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -689101.937500 Penalty: 4186.716309
	Iteration 30Q: 3 clusters Score -689101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -689103.312500 Penalty: 4186.716309
	Iteration 31Q: 3 clusters Score -689103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -689108.500000 Penalty: 4186.716309
	Iteration 32Q: 3 clusters Score -689108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -689113.125000 Penalty: 4186.716309
	Iteration 33Q: 3 clusters Score -689113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -689114.062500 Penalty: 4186.716309
	Iteration 34Q: 3 clusters Score -689114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -689114.187500 Penalty: 4186.716309
	Iteration 35Q: 3 clusters Score -689114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -689114.812500 Penalty: 4186.716309
	Iteration 36Q: 3 clusters Score -689114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -689115.750000 Penalty: 4186.716309
	Iteration 37Q: 3 clusters Score -689115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -689115.750000 Penalty: 4186.716309
	Iteration 38F: 3 clusters Score -689115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -303874.437500 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -303874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -301175.593750 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -301175.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -301983.781250 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -301983.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -302460.625000 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -302460.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -302770.875000 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -302770.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302950.875000 Penalty: 3808.449707
	Iteration 4F: 3 clusters Score -302950.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -303078.875000 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -303078.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303182.500000 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -303182.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -303217.093750 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -303217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303228.406250 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -303228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -303236.500000 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -303236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -303241.437500 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -303241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -303247.625000 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -303247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -303254.343750 Penalty: 3808.449707
	Iteration 12Q: 3 clusters Score -303254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -303260.750000 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -303260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -303267.875000 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -303267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -303273.781250 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -303273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -303279.531250 Penalty: 3808.449707
	Iteration 16Q: 3 clusters Score -303279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -303287.125000 Penalty: 3808.449707
	Iteration 17Q: 3 clusters Score -303287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -303297.062500 Penalty: 3808.449707
	Iteration 18Q: 3 clusters Score -303297.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -303309.656250 Penalty: 3808.449707
	Iteration 19Q: 3 clusters Score -303309.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -303329.687500 Penalty: 3808.449707
	Iteration 20F: 3 clusters Score -303329.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -303346.093750 Penalty: 3808.449707
	Iteration 21Q: 3 clusters Score -303346.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -303362.625000 Penalty: 3808.449707
	Iteration 22Q: 3 clusters Score -303362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -303370.281250 Penalty: 3808.449707
	Iteration 23Q: 3 clusters Score -303370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -303376.187500 Penalty: 3808.449707
	Iteration 24Q: 3 clusters Score -303376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -303377.843750 Penalty: 3808.449707
	Iteration 25Q: 3 clusters Score -303377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -303380.937500 Penalty: 3808.449707
	Iteration 26Q: 3 clusters Score -303380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -303385.750000 Penalty: 3808.449707
	Iteration 27Q: 3 clusters Score -303385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -303389.031250 Penalty: 3808.449707
	Iteration 28Q: 3 clusters Score -303389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -303389.593750 Penalty: 3808.449707
	Iteration 29Q: 3 clusters Score -303389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -303390.656250 Penalty: 3808.449707
	Iteration 30Q: 3 clusters Score -303390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -303392.625000 Penalty: 3808.449707
	Iteration 31Q: 3 clusters Score -303392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -303393.781250 Penalty: 3808.449707
	Iteration 32Q: 3 clusters Score -303393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -303395.406250 Penalty: 3808.449707
	Iteration 33Q: 3 clusters Score -303395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -303397.687500 Penalty: 3808.449707
	Iteration 34Q: 3 clusters Score -303397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -303398.562500 Penalty: 3808.449707
	Iteration 35Q: 3 clusters Score -303398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -303400.093750 Penalty: 3808.449707
	Iteration 36Q: 3 clusters Score -303400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -303401.781250 Penalty: 3808.449707
	Iteration 37Q: 3 clusters Score -303401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -303402.343750 Penalty: 3808.449707
	Iteration 38Q: 3 clusters Score -303402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -303402.843750 Penalty: 3808.449707
	Iteration 39Q: 3 clusters Score -303402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -303402.843750 Penalty: 3808.449707
	Iteration 40F: 3 clusters Score -303402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Entering Unmasked Estep 
Score: -6294574.000000 Penalty: 2633.756104
	Iteration 0F: 2 clusters Score -6294574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -6266909.000000 Penalty: 5267.512207
	Iteration 0F: 3 clusters Score -6266909 nChanged 18865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -6277238.000000 Penalty: 5267.512207
	Iteration 1F: 3 clusters Score -6277238 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -6277863.500000 Penalty: 5267.512207
	Iteration 2Q: 3 clusters Score -6277864 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -6278786.000000 Penalty: 5267.512207
	Iteration 3Q: 3 clusters Score -6278786 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -6280079.500000 Penalty: 5267.512207
	Iteration 4F: 3 clusters Score -6280080 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -6281739.500000 Penalty: 5267.512207
	Iteration 5F: 3 clusters Score -6281740 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6283502.000000 Penalty: 5267.512207
	Iteration 6F: 3 clusters Score -6283502 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -6285062.500000 Penalty: 5267.512207
	Iteration 7F: 3 clusters Score -6285062 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6286199.500000 Penalty: 5267.512207
	Iteration 8F: 3 clusters Score -6286200 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -6287110.500000 Penalty: 5267.512207
	Iteration 9Q: 3 clusters Score -6287110 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -6288073.000000 Penalty: 5267.512207
	Iteration 10Q: 3 clusters Score -6288073 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -6288945.500000 Penalty: 5267.512207
	Iteration 11Q: 3 clusters Score -6288946 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -6289680.000000 Penalty: 5267.512207
	Iteration 12Q: 3 clusters Score -6289680 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6290224.000000 Penalty: 5267.512207
	Iteration 13Q: 3 clusters Score -6290224 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -6290599.500000 Penalty: 5267.512207
	Iteration 14Q: 3 clusters Score -6290600 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6290852.500000 Penalty: 5267.512207
	Iteration 15Q: 3 clusters Score -6290852 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -6291036.000000 Penalty: 5267.512207
	Iteration 16Q: 3 clusters Score -6291036 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -6291164.500000 Penalty: 5267.512207
	Iteration 17Q: 3 clusters Score -6291164 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6291294.000000 Penalty: 5267.512207
	Iteration 18Q: 3 clusters Score -6291294 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -6291355.000000 Penalty: 5267.512207
	Iteration 19Q: 3 clusters Score -6291355 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6291410.500000 Penalty: 5267.512207
	Iteration 20F: 3 clusters Score -6291410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -6291486.500000 Penalty: 5267.512207
	Iteration 21Q: 3 clusters Score -6291486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -6291573.000000 Penalty: 5267.512207
	Iteration 22Q: 3 clusters Score -6291573 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6291658.500000 Penalty: 5267.512207
	Iteration 23Q: 3 clusters Score -6291658 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -6291704.500000 Penalty: 5267.512207
	Iteration 24Q: 3 clusters Score -6291704 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -6291750.500000 Penalty: 5267.512207
	Iteration 25Q: 3 clusters Score -6291750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6291823.500000 Penalty: 5267.512207
	Iteration 26Q: 3 clusters Score -6291824 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6291873.000000 Penalty: 5267.512207
	Iteration 27Q: 3 clusters Score -6291873 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6291925.500000 Penalty: 5267.512207
	Iteration 28Q: 3 clusters Score -6291926 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -6291979.000000 Penalty: 5267.512207
	Iteration 29Q: 3 clusters Score -6291979 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -6292043.000000 Penalty: 5267.512207
	Iteration 30Q: 3 clusters Score -6292043 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6292060.000000 Penalty: 5267.512207
	Iteration 31Q: 3 clusters Score -6292060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -6292082.500000 Penalty: 5267.512207
	Iteration 32Q: 3 clusters Score -6292082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -6292109.000000 Penalty: 5267.512207
	Iteration 33Q: 3 clusters Score -6292109 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6292131.500000 Penalty: 5267.512207
	Iteration 34Q: 3 clusters Score -6292132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6292149.500000 Penalty: 5267.512207
	Iteration 35Q: 3 clusters Score -6292150 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -6292163.500000 Penalty: 5267.512207
	Iteration 36Q: 3 clusters Score -6292164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -6292194.500000 Penalty: 5267.512207
	Iteration 37Q: 3 clusters Score -6292194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6292209.000000 Penalty: 5267.512207
	Iteration 38Q: 3 clusters Score -6292209 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -6292244.000000 Penalty: 5267.512207
	Iteration 39Q: 3 clusters Score -6292244 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -6292260.500000 Penalty: 5267.512207
	Iteration 40F: 3 clusters Score -6292260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6292277.000000 Penalty: 5267.512207
	Iteration 41Q: 3 clusters Score -6292277 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -6292301.500000 Penalty: 5267.512207
	Iteration 42Q: 3 clusters Score -6292302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -6292316.500000 Penalty: 5267.512207
	Iteration 43Q: 3 clusters Score -6292316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6292339.000000 Penalty: 5267.512207
	Iteration 44Q: 3 clusters Score -6292339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -6292338.500000 Penalty: 5267.512207
	Iteration 45Q: 3 clusters Score -6292338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6292346.000000 Penalty: 5267.512207
	Iteration 46Q: 3 clusters Score -6292346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -6292336.000000 Penalty: 5267.512207
	Iteration 47Q: 3 clusters Score -6292336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -6292344.000000 Penalty: 5267.512207
	Iteration 48Q: 3 clusters Score -6292344 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -6292355.000000 Penalty: 5267.512207
	Iteration 49Q: 3 clusters Score -6292355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -6292360.500000 Penalty: 5267.512207
	Iteration 50Q: 3 clusters Score -6292360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6292358.000000 Penalty: 5267.512207
	Iteration 51Q: 3 clusters Score -6292358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -6292354.500000 Penalty: 5267.512207
	Iteration 52Q: 3 clusters Score -6292354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -6292365.000000 Penalty: 5267.512207
	Iteration 53Q: 3 clusters Score -6292365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -6292359.000000 Penalty: 5267.512207
	Iteration 54Q: 3 clusters Score -6292359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -6292362.000000 Penalty: 5267.512207
	Iteration 55Q: 3 clusters Score -6292362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -6292372.500000 Penalty: 5267.512207
	Iteration 56Q: 3 clusters Score -6292372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6292374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6292376 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6292388 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6292385 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6292384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6292396 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6292398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6292400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6292398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6292404 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6292408 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6292416 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6292404 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6292408 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6292408 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6292410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6292424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6292420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6292422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6292412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6292414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6292408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6292407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6292406 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6292416 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6292418 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6292411 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6292406 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6292398 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6292394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6292396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6292404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6292410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6292412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6292414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6292420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -6292426.000000 Penalty: 5267.512207
	Iteration 93Q: 3 clusters Score -6292426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6292434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6292426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6292430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -6292432.000000 Penalty: 5267.512207
	Iteration 97Q: 3 clusters Score -6292432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6292436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6292436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6292446.000000 Penalty: 5267.512207
	Iteration 100F: 3 clusters Score -6292446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -6292449.500000 Penalty: 5267.512207
	Iteration 101Q: 3 clusters Score -6292450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -6292447.000000 Penalty: 5267.512207
	Iteration 102Q: 3 clusters Score -6292447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -6292451.500000 Penalty: 5267.512207
	Iteration 103Q: 3 clusters Score -6292452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -6292448.500000 Penalty: 5267.512207
	Iteration 104Q: 3 clusters Score -6292448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6292451.000000 Penalty: 5267.512207
	Iteration 105Q: 3 clusters Score -6292451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -6292455.500000 Penalty: 5267.512207
	Iteration 106Q: 3 clusters Score -6292456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -6292453.500000 Penalty: 5267.512207
	Iteration 107Q: 3 clusters Score -6292454 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6292458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6292465 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6292452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6292452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6292456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6292468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -6292460.000000 Penalty: 5267.512207
	Iteration 114Q: 3 clusters Score -6292460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -6292467.500000 Penalty: 5267.512207
	Iteration 115Q: 3 clusters Score -6292468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6292473.000000 Penalty: 5267.512207
	Iteration 116Q: 3 clusters Score -6292473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6292473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -6292468.000000 Penalty: 5267.512207
	Iteration 118Q: 3 clusters Score -6292468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6292463.500000 Penalty: 5267.512207
	Iteration 119Q: 3 clusters Score -6292464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -6292466.000000 Penalty: 5267.512207
	Iteration 120F: 3 clusters Score -6292466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6292466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -6292471.500000 Penalty: 5267.512207
	Iteration 122Q: 3 clusters Score -6292472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -6292465.500000 Penalty: 5267.512207
	Iteration 123Q: 3 clusters Score -6292466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6292471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -6292479.500000 Penalty: 5267.512207
	Iteration 125Q: 3 clusters Score -6292480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -6292476.000000 Penalty: 5267.512207
	Iteration 126Q: 3 clusters Score -6292476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6292472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -6292475.000000 Penalty: 5267.512207
	Iteration 128Q: 3 clusters Score -6292475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6292471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -6292474.000000 Penalty: 5267.512207
	Iteration 130Q: 3 clusters Score -6292474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -6292473.500000 Penalty: 5267.512207
	Iteration 131Q: 3 clusters Score -6292474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -6292473.000000 Penalty: 5267.512207
	Iteration 132Q: 3 clusters Score -6292473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6292474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6292476 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
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	Iteration 135F: 3 clusters Score -6292476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (131477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131477 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2.023405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -20159328.000000 Penalty: 5846.146973
	Iteration 0F: 3 clusters Score -2.015933e+07 nChanged 62705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2.019641e+07 nChanged 4848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2.01978e+07 nChanged 5166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2.019942e+07 nChanged 5624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -20201782.000000 Penalty: 5846.146973
	Iteration 4Q: 3 clusters Score -2.020178e+07 nChanged 6342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -20204780.000000 Penalty: 5846.146973
	Iteration 5Q: 3 clusters Score -2.020478e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -20208924.000000 Penalty: 5846.146973
	Iteration 6F: 3 clusters Score -2.020892e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -20214038.000000 Penalty: 5846.146973
	Iteration 7F: 3 clusters Score -2.021404e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -20219854.000000 Penalty: 5846.146973
	Iteration 8F: 3 clusters Score -2.021985e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -20224560.000000 Penalty: 5846.146973
	Iteration 9F: 3 clusters Score -2.022456e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -20227346.000000 Penalty: 5846.146973
	Iteration 10Q: 3 clusters Score -2.022735e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -20228692.000000 Penalty: 5846.146973
	Iteration 11Q: 3 clusters Score -2.022869e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -20229436.000000 Penalty: 5846.146973
	Iteration 12Q: 3 clusters Score -2.022944e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -20230048.000000 Penalty: 5846.146973
	Iteration 13Q: 3 clusters Score -2.023005e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -20230592.000000 Penalty: 5846.146973
	Iteration 14Q: 3 clusters Score -2.023059e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -20231208.000000 Penalty: 5846.146973
	Iteration 15Q: 3 clusters Score -2.023121e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -20231668.000000 Penalty: 5846.146973
	Iteration 16Q: 3 clusters Score -2.023167e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -20232268.000000 Penalty: 5846.146973
	Iteration 17Q: 3 clusters Score -2.023227e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -20232914.000000 Penalty: 5846.146973
	Iteration 18Q: 3 clusters Score -2.023291e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -20233658.000000 Penalty: 5846.146973
	Iteration 19Q: 3 clusters Score -2.023366e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -20234416.000000 Penalty: 5846.146973
	Iteration 20F: 3 clusters Score -2.023442e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -20235224.000000 Penalty: 5846.146973
	Iteration 21Q: 3 clusters Score -2.023522e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -20236046.000000 Penalty: 5846.146973
	Iteration 22Q: 3 clusters Score -2.023605e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -20236972.000000 Penalty: 5846.146973
	Iteration 23Q: 3 clusters Score -2.023697e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -20237702.000000 Penalty: 5846.146973
	Iteration 24Q: 3 clusters Score -2.02377e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -20238400.000000 Penalty: 5846.146973
	Iteration 25Q: 3 clusters Score -2.02384e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -20238838.000000 Penalty: 5846.146973
	Iteration 26Q: 3 clusters Score -2.023884e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -20239012.000000 Penalty: 5846.146973
	Iteration 27Q: 3 clusters Score -2.023901e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -20238936.000000 Penalty: 5846.146973
	Iteration 28Q: 3 clusters Score -2.023894e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107034 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -20238586.000000 Penalty: 5846.146973
	Iteration 29Q: 3 clusters Score -2.023859e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -20238004.000000 Penalty: 5846.146973
	Iteration 30Q: 3 clusters Score -2.0238e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -20237368.000000 Penalty: 5846.146973
	Iteration 31Q: 3 clusters Score -2.023737e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114736 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -20236854.000000 Penalty: 5846.146973
	Iteration 32Q: 3 clusters Score -2.023685e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -20235902.000000 Penalty: 5846.146973
	Iteration 33Q: 3 clusters Score -2.02359e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118733 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -20235124.000000 Penalty: 5846.146973
	Iteration 34Q: 3 clusters Score -2.023512e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -20234678.000000 Penalty: 5846.146973
	Iteration 35Q: 3 clusters Score -2.023468e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -20234294.000000 Penalty: 5846.146973
	Iteration 36Q: 3 clusters Score -2.023429e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -20233894.000000 Penalty: 5846.146973
	Iteration 37Q: 3 clusters Score -2.023389e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -20233626.000000 Penalty: 5846.146973
	Iteration 38Q: 3 clusters Score -2.023363e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124648 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -20233376.000000 Penalty: 5846.146973
	Iteration 39Q: 3 clusters Score -2.023338e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -20233738.000000 Penalty: 5846.146973
	Iteration 40F: 3 clusters Score -2.023374e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -20233240.000000 Penalty: 5846.146973
	Iteration 41Q: 3 clusters Score -2.023324e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20233176.000000 Penalty: 5846.146973
	Iteration 42Q: 3 clusters Score -2.023318e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128454 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -20232904.000000 Penalty: 5846.146973
	Iteration 43Q: 3 clusters Score -2.02329e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129011 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20232744.000000 Penalty: 5846.146973
	Iteration 44Q: 3 clusters Score -2.023274e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20232696.000000 Penalty: 5846.146973
	Iteration 45Q: 3 clusters Score -2.02327e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -20232592.000000 Penalty: 5846.146973
	Iteration 46Q: 3 clusters Score -2.023259e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130070 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20232486.000000 Penalty: 5846.146973
	Iteration 47Q: 3 clusters Score -2.023249e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130268 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20232432.000000 Penalty: 5846.146973
	Iteration 48Q: 3 clusters Score -2.023243e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130400 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20232442.000000 Penalty: 5846.146973
	Iteration 49Q: 3 clusters Score -2.023244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130490 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20232396.000000 Penalty: 5846.146973
	Iteration 50Q: 3 clusters Score -2.02324e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20232374.000000 Penalty: 5846.146973
	Iteration 51Q: 3 clusters Score -2.023237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20232338.000000 Penalty: 5846.146973
	Iteration 52Q: 3 clusters Score -2.023234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130622 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20232320.000000 Penalty: 5846.146973
	Iteration 53Q: 3 clusters Score -2.023232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130648 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20232346.000000 Penalty: 5846.146973
	Iteration 54Q: 3 clusters Score -2.023235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130667 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20232322.000000 Penalty: 5846.146973
	Iteration 55Q: 3 clusters Score -2.023232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20232310.000000 Penalty: 5846.146973
	Iteration 56Q: 3 clusters Score -2.023231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130703 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20232290.000000 Penalty: 5846.146973
	Iteration 57Q: 3 clusters Score -2.023229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20232278.000000 Penalty: 5846.146973
	Iteration 58Q: 3 clusters Score -2.023228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20232266.000000 Penalty: 5846.146973
	Iteration 59Q: 3 clusters Score -2.023227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130741 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20232260.000000 Penalty: 5846.146973
	Iteration 60F: 3 clusters Score -2.023226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130751 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -20232236.000000 Penalty: 5846.146973
	Iteration 61Q: 3 clusters Score -2.023224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130758 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20232236.000000 Penalty: 5846.146973
	Iteration 62Q: 3 clusters Score -2.023224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20232238.000000 Penalty: 5846.146973
	Iteration 63Q: 3 clusters Score -2.023224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20232236.000000 Penalty: 5846.146973
	Iteration 64Q: 3 clusters Score -2.023224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20232234.000000 Penalty: 5846.146973
	Iteration 65Q: 3 clusters Score -2.023223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20232234.000000 Penalty: 5846.146973
	Iteration 66F: 3 clusters Score -2.023223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -559271.187500 Penalty: 2036.178223
	Iteration 0F: 2 clusters Score -559271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -555603.250000 Penalty: 4072.356445
	Iteration 0F: 3 clusters Score -555603.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -556371.437500 Penalty: 4072.356445
	Iteration 1F: 3 clusters Score -556371.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -556544.687500 Penalty: 4072.356445
	Iteration 2F: 3 clusters Score -556544.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -556643.125000 Penalty: 4072.356445
	Iteration 3Q: 3 clusters Score -556643.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -556701.125000 Penalty: 4072.356445
	Iteration 4Q: 3 clusters Score -556701.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -556743.375000 Penalty: 4072.356445
	Iteration 5Q: 3 clusters Score -556743.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -556786.875000 Penalty: 4072.356445
	Iteration 6Q: 3 clusters Score -556786.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -556821.312500 Penalty: 4072.356445
	Iteration 7Q: 3 clusters Score -556821.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -556847.000000 Penalty: 4072.356445
	Iteration 8Q: 3 clusters Score -556847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -556869.750000 Penalty: 4072.356445
	Iteration 9Q: 3 clusters Score -556869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -556885.250000 Penalty: 4072.356445
	Iteration 10Q: 3 clusters Score -556885.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -556895.625000 Penalty: 4072.356445
	Iteration 11Q: 3 clusters Score -556895.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -556904.750000 Penalty: 4072.356445
	Iteration 12Q: 3 clusters Score -556904.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -556914.062500 Penalty: 4072.356445
	Iteration 13Q: 3 clusters Score -556914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556919.250000 Penalty: 4072.356445
	Iteration 14Q: 3 clusters Score -556919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -556926.687500 Penalty: 4072.356445
	Iteration 15Q: 3 clusters Score -556926.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -556932.812500 Penalty: 4072.356445
	Iteration 16Q: 3 clusters Score -556932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -556938.187500 Penalty: 4072.356445
	Iteration 17Q: 3 clusters Score -556938.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556946.687500 Penalty: 4072.356445
	Iteration 18Q: 3 clusters Score -556946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556951.375000 Penalty: 4072.356445
	Iteration 19Q: 3 clusters Score -556951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -556955.812500 Penalty: 4072.356445
	Iteration 20F: 3 clusters Score -556955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -556963.000000 Penalty: 4072.356445
	Iteration 21Q: 3 clusters Score -556963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556967.562500 Penalty: 4072.356445
	Iteration 22Q: 3 clusters Score -556967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -556969.375000 Penalty: 4072.356445
	Iteration 23Q: 3 clusters Score -556969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -556970.812500 Penalty: 4072.356445
	Iteration 24Q: 3 clusters Score -556970.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -556971.250000 Penalty: 4072.356445
	Iteration 25Q: 3 clusters Score -556971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -556972.750000 Penalty: 4072.356445
	Iteration 26Q: 3 clusters Score -556972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -556973.187500 Penalty: 4072.356445
	Iteration 27Q: 3 clusters Score -556973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -556973.437500 Penalty: 4072.356445
	Iteration 28Q: 3 clusters Score -556973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556974.562500 Penalty: 4072.356445
	Iteration 29Q: 3 clusters Score -556974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -556975.812500 Penalty: 4072.356445
	Iteration 30Q: 3 clusters Score -556975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -556976.250000 Penalty: 4072.356445
	Iteration 31Q: 3 clusters Score -556976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556977.312500 Penalty: 4072.356445
	Iteration 32Q: 3 clusters Score -556977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556978.125000 Penalty: 4072.356445
	Iteration 33Q: 3 clusters Score -556978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -556978.125000 Penalty: 4072.356445
	Iteration 34F: 3 clusters Score -556978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Entering Unmasked Estep 
Score: -408544.343750 Penalty: 1994.669312
	Iteration 0F: 2 clusters Score -408544.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405328.250000 Penalty: 3989.338623
	Iteration 0F: 3 clusters Score -405328.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -406133.031250 Penalty: 3989.338623
	Iteration 1F: 3 clusters Score -406133 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -406394.812500 Penalty: 3989.338623
	Iteration 2F: 3 clusters Score -406394.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -406600.031250 Penalty: 3989.338623
	Iteration 3F: 3 clusters Score -406600 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406807.843750 Penalty: 3989.338623
	Iteration 4F: 3 clusters Score -406807.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407009.656250 Penalty: 3989.338623
	Iteration 5F: 3 clusters Score -407009.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -407160.937500 Penalty: 3989.338623
	Iteration 6Q: 3 clusters Score -407160.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -407288.218750 Penalty: 3989.338623
	Iteration 7Q: 3 clusters Score -407288.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -407376.812500 Penalty: 3989.338623
	Iteration 8Q: 3 clusters Score -407376.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -407442.437500 Penalty: 3989.338623
	Iteration 9Q: 3 clusters Score -407442.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -407515.937500 Penalty: 3989.338623
	Iteration 10Q: 3 clusters Score -407515.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -407579.343750 Penalty: 3989.338623
	Iteration 11Q: 3 clusters Score -407579.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -407612.093750 Penalty: 3989.338623
	Iteration 12Q: 3 clusters Score -407612.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -407630.156250 Penalty: 3989.338623
	Iteration 13Q: 3 clusters Score -407630.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -407655.750000 Penalty: 3989.338623
	Iteration 14Q: 3 clusters Score -407655.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -407680.343750 Penalty: 3989.338623
	Iteration 15Q: 3 clusters Score -407680.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -407699.250000 Penalty: 3989.338623
	Iteration 16Q: 3 clusters Score -407699.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -407717.250000 Penalty: 3989.338623
	Iteration 17Q: 3 clusters Score -407717.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -407728.687500 Penalty: 3989.338623
	Iteration 18Q: 3 clusters Score -407728.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -407738.750000 Penalty: 3989.338623
	Iteration 19Q: 3 clusters Score -407738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -407748.593750 Penalty: 3989.338623
	Iteration 20F: 3 clusters Score -407748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -407754.156250 Penalty: 3989.338623
	Iteration 21Q: 3 clusters Score -407754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -407755.750000 Penalty: 3989.338623
	Iteration 22Q: 3 clusters Score -407755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -407757.812500 Penalty: 3989.338623
	Iteration 23Q: 3 clusters Score -407757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -407759.343750 Penalty: 3989.338623
	Iteration 24Q: 3 clusters Score -407759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407761.437500 Penalty: 3989.338623
	Iteration 25Q: 3 clusters Score -407761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407763.937500 Penalty: 3989.338623
	Iteration 26Q: 3 clusters Score -407763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407763.937500 Penalty: 3989.338623
	Iteration 27F: 3 clusters Score -407763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1445347.125000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1445347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1437912.875000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1437913 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1440021.875000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1440022 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1440340.125000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1440340 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1440551.125000 Penalty: 4547.409180
	Iteration 3Q: 3 clusters Score -1440551 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1440731.375000 Penalty: 4547.409180
	Iteration 4Q: 3 clusters Score -1440731 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1440910.375000 Penalty: 4547.409180
	Iteration 5Q: 3 clusters Score -1440910 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1441099.375000 Penalty: 4547.409180
	Iteration 6Q: 3 clusters Score -1441099 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1441293.125000 Penalty: 4547.409180
	Iteration 7Q: 3 clusters Score -1441293 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1441525.875000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1441526 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1441763.750000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1441764 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1442027.625000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1442028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1442299.375000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1442299 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1442553.625000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1442554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1442772.750000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1442773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1442950.625000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1442951 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1443077.250000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1443077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1443152.125000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1443152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1443210.875000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1443211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1443257.500000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1443258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1443294.125000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1443294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1443315.750000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1443316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1443334.000000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1443334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1443341.875000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1443342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1443345.125000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1443345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1443350.500000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1443350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1443352.625000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1443353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1443355.875000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1443356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1443357.125000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1443357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1443358.875000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1443359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1443362.250000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1443362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1443362.250000 Penalty: 4547.409180
	Iteration 30F: 3 clusters Score -1443362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Entering Unmasked Estep 
Score: -1954049.500000 Penalty: 2365.581787
	Iteration 0F: 2 clusters Score -1954050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1943860.875000 Penalty: 4731.163574
	Iteration 0F: 3 clusters Score -1943861 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1947248.625000 Penalty: 4731.163574
	Iteration 1F: 3 clusters Score -1947249 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1947866.625000 Penalty: 4731.163574
	Iteration 2F: 3 clusters Score -1947867 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1948449.125000 Penalty: 4731.163574
	Iteration 3F: 3 clusters Score -1948449 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1949073.875000 Penalty: 4731.163574
	Iteration 4F: 3 clusters Score -1949074 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1949710.625000 Penalty: 4731.163574
	Iteration 5F: 3 clusters Score -1949711 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1950244.875000 Penalty: 4731.163574
	Iteration 6F: 3 clusters Score -1950245 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1950629.875000 Penalty: 4731.163574
	Iteration 7Q: 3 clusters Score -1950630 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1950919.625000 Penalty: 4731.163574
	Iteration 8Q: 3 clusters Score -1950920 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1951143.875000 Penalty: 4731.163574
	Iteration 9Q: 3 clusters Score -1951144 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1951314.625000 Penalty: 4731.163574
	Iteration 10Q: 3 clusters Score -1951315 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1951467.000000 Penalty: 4731.163574
	Iteration 11Q: 3 clusters Score -1951467 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1951592.875000 Penalty: 4731.163574
	Iteration 12Q: 3 clusters Score -1951593 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1951701.875000 Penalty: 4731.163574
	Iteration 13Q: 3 clusters Score -1951702 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1951784.000000 Penalty: 4731.163574
	Iteration 14Q: 3 clusters Score -1951784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1951850.875000 Penalty: 4731.163574
	Iteration 15Q: 3 clusters Score -1951851 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1951899.500000 Penalty: 4731.163574
	Iteration 16Q: 3 clusters Score -1951900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1951934.250000 Penalty: 4731.163574
	Iteration 17Q: 3 clusters Score -1951934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1951972.750000 Penalty: 4731.163574
	Iteration 18Q: 3 clusters Score -1951973 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1952005.375000 Penalty: 4731.163574
	Iteration 19Q: 3 clusters Score -1952005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1952048.125000 Penalty: 4731.163574
	Iteration 20F: 3 clusters Score -1952048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1952097.125000 Penalty: 4731.163574
	Iteration 21Q: 3 clusters Score -1952097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1952138.875000 Penalty: 4731.163574
	Iteration 22Q: 3 clusters Score -1952139 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1952181.750000 Penalty: 4731.163574
	Iteration 23Q: 3 clusters Score -1952182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1952211.625000 Penalty: 4731.163574
	Iteration 24Q: 3 clusters Score -1952212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1952242.250000 Penalty: 4731.163574
	Iteration 25Q: 3 clusters Score -1952242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1952263.750000 Penalty: 4731.163574
	Iteration 26Q: 3 clusters Score -1952264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1952288.750000 Penalty: 4731.163574
	Iteration 27Q: 3 clusters Score -1952289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1952325.750000 Penalty: 4731.163574
	Iteration 28Q: 3 clusters Score -1952326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1952362.875000 Penalty: 4731.163574
	Iteration 29Q: 3 clusters Score -1952363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1952402.625000 Penalty: 4731.163574
	Iteration 30Q: 3 clusters Score -1952403 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1952451.000000 Penalty: 4731.163574
	Iteration 31Q: 3 clusters Score -1952451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1952495.875000 Penalty: 4731.163574
	Iteration 32Q: 3 clusters Score -1952496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1952550.875000 Penalty: 4731.163574
	Iteration 33Q: 3 clusters Score -1952551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1952585.000000 Penalty: 4731.163574
	Iteration 34Q: 3 clusters Score -1952585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1952628.000000 Penalty: 4731.163574
	Iteration 35Q: 3 clusters Score -1952628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1952667.375000 Penalty: 4731.163574
	Iteration 36Q: 3 clusters Score -1952667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1952697.750000 Penalty: 4731.163574
	Iteration 37Q: 3 clusters Score -1952698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1952741.250000 Penalty: 4731.163574
	Iteration 38Q: 3 clusters Score -1952741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1952802.500000 Penalty: 4731.163574
	Iteration 39Q: 3 clusters Score -1952802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1952846.125000 Penalty: 4731.163574
	Iteration 40F: 3 clusters Score -1952846 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1952898.375000 Penalty: 4731.163574
	Iteration 41Q: 3 clusters Score -1952898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1952941.625000 Penalty: 4731.163574
	Iteration 42Q: 3 clusters Score -1952942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1952963.375000 Penalty: 4731.163574
	Iteration 43Q: 3 clusters Score -1952963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1952972.500000 Penalty: 4731.163574
	Iteration 44Q: 3 clusters Score -1952972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1952984.750000 Penalty: 4731.163574
	Iteration 45Q: 3 clusters Score -1952985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1952991.000000 Penalty: 4731.163574
	Iteration 46Q: 3 clusters Score -1952991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1952993.625000 Penalty: 4731.163574
	Iteration 47Q: 3 clusters Score -1952994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1952994.125000 Penalty: 4731.163574
	Iteration 48Q: 3 clusters Score -1952994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1952997.500000 Penalty: 4731.163574
	Iteration 49Q: 3 clusters Score -1952998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1953000.375000 Penalty: 4731.163574
	Iteration 50Q: 3 clusters Score -1953000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1952999.750000 Penalty: 4731.163574
	Iteration 51Q: 3 clusters Score -1953000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1953003.500000 Penalty: 4731.163574
	Iteration 52Q: 3 clusters Score -1953004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1953005.000000 Penalty: 4731.163574
	Iteration 53Q: 3 clusters Score -1953005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1953006.625000 Penalty: 4731.163574
	Iteration 54Q: 3 clusters Score -1953007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1953007.500000 Penalty: 4731.163574
	Iteration 55Q: 3 clusters Score -1953008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1953008.125000 Penalty: 4731.163574
	Iteration 56Q: 3 clusters Score -1953008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1953009.750000 Penalty: 4731.163574
	Iteration 57Q: 3 clusters Score -1953010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1953011.625000 Penalty: 4731.163574
	Iteration 58Q: 3 clusters Score -1953012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1953013.375000 Penalty: 4731.163574
	Iteration 59Q: 3 clusters Score -1953013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1953014.875000 Penalty: 4731.163574
	Iteration 60F: 3 clusters Score -1953015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1953013.500000 Penalty: 4731.163574
	Iteration 61Q: 3 clusters Score -1953014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1953013.500000 Penalty: 4731.163574
	Iteration 62F: 3 clusters Score -1953014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20569.666016 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20569.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20681.441406 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20681.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20709.212891 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -20709.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20720.458984 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20720.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20727.886719 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20727.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20738.851562 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -20738.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20741.916016 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -20741.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20746.146484 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -20746.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20769.826172 Penalty: 2632.900635
	Iteration 8Q: 3 clusters Score -20769.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20807.494141 Penalty: 2632.900635
	Iteration 9Q: 3 clusters Score -20807.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20826.365234 Penalty: 2632.900635
	Iteration 10Q: 3 clusters Score -20826.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20882.388672 Penalty: 2632.900635
	Iteration 11Q: 3 clusters Score -20882.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20923.458984 Penalty: 2632.900635
	Iteration 12Q: 3 clusters Score -20923.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -20949.369141 Penalty: 2632.900635
	Iteration 13Q: 3 clusters Score -20949.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20976.150391 Penalty: 2632.900635
	Iteration 14Q: 3 clusters Score -20976.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20976.150391 Penalty: 2632.900635
	Iteration 15F: 3 clusters Score -20976.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Entering Unmasked Estep 
Score: -5404381.000000 Penalty: 2599.315674
	Iteration 0F: 2 clusters Score -5404381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5380154.000000 Penalty: 5198.631348
	Iteration 0F: 3 clusters Score -5380154 nChanged 16276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5389089.000000 Penalty: 5198.631348
	Iteration 1F: 3 clusters Score -5389089 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5389677.000000 Penalty: 5198.631348
	Iteration 2Q: 3 clusters Score -5389677 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5390270.000000 Penalty: 5198.631348
	Iteration 3Q: 3 clusters Score -5390270 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -5390894.500000 Penalty: 5198.631348
	Iteration 4Q: 3 clusters Score -5390894 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5391515.000000 Penalty: 5198.631348
	Iteration 5Q: 3 clusters Score -5391515 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5392228.000000 Penalty: 5198.631348
	Iteration 6Q: 3 clusters Score -5392228 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5392977.500000 Penalty: 5198.631348
	Iteration 7Q: 3 clusters Score -5392978 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -5393692.000000 Penalty: 5198.631348
	Iteration 8Q: 3 clusters Score -5393692 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -5394421.500000 Penalty: 5198.631348
	Iteration 9Q: 3 clusters Score -5394422 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5395191.000000 Penalty: 5198.631348
	Iteration 10Q: 3 clusters Score -5395191 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5395891.000000 Penalty: 5198.631348
	Iteration 11Q: 3 clusters Score -5395891 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5396610.500000 Penalty: 5198.631348
	Iteration 12Q: 3 clusters Score -5396610 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5397279.000000 Penalty: 5198.631348
	Iteration 13Q: 3 clusters Score -5397279 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -5397777.500000 Penalty: 5198.631348
	Iteration 14Q: 3 clusters Score -5397778 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5398049.000000 Penalty: 5198.631348
	Iteration 15Q: 3 clusters Score -5398049 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5398217.500000 Penalty: 5198.631348
	Iteration 16Q: 3 clusters Score -5398218 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -5398344.000000 Penalty: 5198.631348
	Iteration 17Q: 3 clusters Score -5398344 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5398401.500000 Penalty: 5198.631348
	Iteration 18Q: 3 clusters Score -5398402 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5398427.500000 Penalty: 5198.631348
	Iteration 19Q: 3 clusters Score -5398428 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -5398459.000000 Penalty: 5198.631348
	Iteration 20F: 3 clusters Score -5398459 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -5398508.000000 Penalty: 5198.631348
	Iteration 21Q: 3 clusters Score -5398508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5398514.000000 Penalty: 5198.631348
	Iteration 22Q: 3 clusters Score -5398514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5398524.000000 Penalty: 5198.631348
	Iteration 23Q: 3 clusters Score -5398524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -5398553.000000 Penalty: 5198.631348
	Iteration 24Q: 3 clusters Score -5398553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5398552.500000 Penalty: 5198.631348
	Iteration 25Q: 3 clusters Score -5398552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5398541.000000 Penalty: 5198.631348
	Iteration 26Q: 3 clusters Score -5398541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5398561.000000 Penalty: 5198.631348
	Iteration 27Q: 3 clusters Score -5398561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5398594.000000 Penalty: 5198.631348
	Iteration 28Q: 3 clusters Score -5398594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5398601.500000 Penalty: 5198.631348
	Iteration 29Q: 3 clusters Score -5398602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5398615.000000 Penalty: 5198.631348
	Iteration 30Q: 3 clusters Score -5398615 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5398630.500000 Penalty: 5198.631348
	Iteration 31Q: 3 clusters Score -5398630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5398625.000000 Penalty: 5198.631348
	Iteration 32Q: 3 clusters Score -5398625 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5398621.500000 Penalty: 5198.631348
	Iteration 33Q: 3 clusters Score -5398622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5398638.000000 Penalty: 5198.631348
	Iteration 34Q: 3 clusters Score -5398638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5398661.000000 Penalty: 5198.631348
	Iteration 35Q: 3 clusters Score -5398661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5398660.500000 Penalty: 5198.631348
	Iteration 36Q: 3 clusters Score -5398660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5398673.000000 Penalty: 5198.631348
	Iteration 37Q: 3 clusters Score -5398673 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5398683.500000 Penalty: 5198.631348
	Iteration 38Q: 3 clusters Score -5398684 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5398696 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5398718 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5398729 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5398722 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5398720 nChanged 59
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Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5398730 nChanged 67
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Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5398744 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5398746 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5398760 nChanged 94
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Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5398764 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5398769 nChanged 102
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Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5398784 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5398780 nChanged 107
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Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5398799 nChanged 109
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Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5398816 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5398817 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5398822 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5398844 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5398861 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5398864 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5398864 nChanged 65
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Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5398865 nChanged 75
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Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5398878 nChanged 59
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Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5398872 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5398884 nChanged 71
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Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5398887 nChanged 63
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Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5398901 nChanged 64
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Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5398894 nChanged 66
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Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5398899 nChanged 54
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Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5398906 nChanged 67
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Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5398910 nChanged 72
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Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5398926 nChanged 68
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5398944 nChanged 90
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Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5398954 nChanged 95
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Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5398967 nChanged 121
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Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5398980 nChanged 129
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Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 13866 members 
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	Iteration 75Q: 3 clusters Score -5398998 nChanged 132
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Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5398998 nChanged 160
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Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5399023 nChanged 165
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Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5399050 nChanged 172
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Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 13335 members 
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	Iteration 79Q: 3 clusters Score -5399068 nChanged 150
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Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5399108 nChanged 149
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Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5399140 nChanged 163
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Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5399159 nChanged 191
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Mstep: Class 1 contains 22868 members 
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	Iteration 83Q: 3 clusters Score -5399202 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 12605 members 
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	Iteration 84Q: 3 clusters Score -5399218 nChanged 174
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Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 12443 members 
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	Iteration 85Q: 3 clusters Score -5399253 nChanged 163
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Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5399258 nChanged 165
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Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5399295 nChanged 154
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Mstep: Class 1 contains 23639 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5399306 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5399344 nChanged 129
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Mstep: Class 1 contains 23882 members 
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	Iteration 90Q: 3 clusters Score -5399340 nChanged 123
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Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5399366 nChanged 141
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Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 11496 members 
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	Iteration 92Q: 3 clusters Score -5399373 nChanged 160
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Mstep: Class 1 contains 24294 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5399422 nChanged 164
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Mstep: Class 1 contains 24446 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5399452 nChanged 163
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Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 11041 members 
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	Iteration 95Q: 3 clusters Score -5399484 nChanged 169
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Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5399504 nChanged 161
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Mstep: Class 1 contains 24917 members 
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	Iteration 97Q: 3 clusters Score -5399514 nChanged 185
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Mstep: Class 1 contains 25088 members 
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	Iteration 98Q: 3 clusters Score -5399570 nChanged 216
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Mstep: Class 1 contains 25284 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5399658 nChanged 226
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Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5399724 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5399773 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5399832 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5399876 nChanged 231
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Mstep: Class 1 contains 26322 members 
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	Iteration 104Q: 3 clusters Score -5399925 nChanged 233
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Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 9097 members 
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	Iteration 105Q: 3 clusters Score -5399987 nChanged 223
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Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5400034 nChanged 199
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Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5400078 nChanged 201
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Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5400133 nChanged 193
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Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5400186 nChanged 173
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Mstep: Class 1 contains 27422 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5400226 nChanged 188
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Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5400281 nChanged 177
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Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5400312 nChanged 188
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5400372 nChanged 179
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	Iteration 114Q: 3 clusters Score -5400409 nChanged 156
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	Iteration 115Q: 3 clusters Score -5400440 nChanged 148
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	Iteration 116Q: 3 clusters Score -5400485 nChanged 158
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Mstep: Class 1 contains 28516 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5400528 nChanged 162
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Mstep: Class 1 contains 28676 members 
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	Iteration 118Q: 3 clusters Score -5400596 nChanged 174
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Mstep: Class 1 contains 28836 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5400630 nChanged 183
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Mstep: Class 1 contains 29001 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5400669 nChanged 180
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Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5400705 nChanged 179
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Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5400734 nChanged 190
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Mstep: Class 1 contains 29528 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5400774 nChanged 178
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Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5400826 nChanged 171
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Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5400861 nChanged 177
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Mstep: Class 1 contains 30024 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5400902 nChanged 186
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5400960 nChanged 177
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Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5401015.000000 Penalty: 5198.631348
	Iteration 128Q: 3 clusters Score -5401015 nChanged 170
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5401065 nChanged 161
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Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5401100 nChanged 160
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Mstep: Class 1 contains 30850 members 
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Entering Unmasked Estep 
Score: -5401138.500000 Penalty: 5198.631348
	Iteration 131Q: 3 clusters Score -5401138 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5401179.500000 Penalty: 5198.631348
	Iteration 132Q: 3 clusters Score -5401180 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5401231.500000 Penalty: 5198.631348
	Iteration 133Q: 3 clusters Score -5401232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5401262.500000 Penalty: 5198.631348
	Iteration 134Q: 3 clusters Score -5401262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5401286.500000 Penalty: 5198.631348
	Iteration 135Q: 3 clusters Score -5401286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5401337.500000 Penalty: 5198.631348
	Iteration 136Q: 3 clusters Score -5401338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -5401354.000000 Penalty: 5198.631348
	Iteration 137Q: 3 clusters Score -5401354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5401403.000000 Penalty: 5198.631348
	Iteration 138Q: 3 clusters Score -5401403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5401431.000000 Penalty: 5198.631348
	Iteration 139Q: 3 clusters Score -5401431 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5401477.500000 Penalty: 5198.631348
	Iteration 140F: 3 clusters Score -5401478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5401513.000000 Penalty: 5198.631348
	Iteration 141Q: 3 clusters Score -5401513 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5401551.500000 Penalty: 5198.631348
	Iteration 142Q: 3 clusters Score -5401552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5401602.500000 Penalty: 5198.631348
	Iteration 143Q: 3 clusters Score -5401602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5401662.500000 Penalty: 5198.631348
	Iteration 144Q: 3 clusters Score -5401662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5401690.000000 Penalty: 5198.631348
	Iteration 145Q: 3 clusters Score -5401690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5401725.000000 Penalty: 5198.631348
	Iteration 146Q: 3 clusters Score -5401725 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5401758.000000 Penalty: 5198.631348
	Iteration 147Q: 3 clusters Score -5401758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5401761.500000 Penalty: 5198.631348
	Iteration 148Q: 3 clusters Score -5401762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5401776.000000 Penalty: 5198.631348
	Iteration 149Q: 3 clusters Score -5401776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5401805.500000 Penalty: 5198.631348
	Iteration 150Q: 3 clusters Score -5401806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5401813.000000 Penalty: 5198.631348
	Iteration 151Q: 3 clusters Score -5401813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5401826.500000 Penalty: 5198.631348
	Iteration 152Q: 3 clusters Score -5401826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5401836.500000 Penalty: 5198.631348
	Iteration 153Q: 3 clusters Score -5401836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5401850.000000 Penalty: 5198.631348
	Iteration 154Q: 3 clusters Score -5401850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5401869.500000 Penalty: 5198.631348
	Iteration 155Q: 3 clusters Score -5401870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5401894.000000 Penalty: 5198.631348
	Iteration 156Q: 3 clusters Score -5401894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5401907.500000 Penalty: 5198.631348
	Iteration 157Q: 3 clusters Score -5401908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5401919.500000 Penalty: 5198.631348
	Iteration 158Q: 3 clusters Score -5401920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5401941.500000 Penalty: 5198.631348
	Iteration 159Q: 3 clusters Score -5401942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5401962.500000 Penalty: 5198.631348
	Iteration 160F: 3 clusters Score -5401962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5401977.500000 Penalty: 5198.631348
	Iteration 161Q: 3 clusters Score -5401978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5401995.500000 Penalty: 5198.631348
	Iteration 162Q: 3 clusters Score -5401996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5402002.000000 Penalty: 5198.631348
	Iteration 163Q: 3 clusters Score -5402002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5401998.000000 Penalty: 5198.631348
	Iteration 164Q: 3 clusters Score -5401998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5402014.500000 Penalty: 5198.631348
	Iteration 165Q: 3 clusters Score -5402014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5402023.000000 Penalty: 5198.631348
	Iteration 166Q: 3 clusters Score -5402023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5402023.500000 Penalty: 5198.631348
	Iteration 167Q: 3 clusters Score -5402024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5402032.000000 Penalty: 5198.631348
	Iteration 168Q: 3 clusters Score -5402032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5402050.500000 Penalty: 5198.631348
	Iteration 169Q: 3 clusters Score -5402050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5402053.000000 Penalty: 5198.631348
	Iteration 170Q: 3 clusters Score -5402053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5402059.000000 Penalty: 5198.631348
	Iteration 171Q: 3 clusters Score -5402059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5402078.500000 Penalty: 5198.631348
	Iteration 172Q: 3 clusters Score -5402078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5402077.000000 Penalty: 5198.631348
	Iteration 173Q: 3 clusters Score -5402077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5402101.500000 Penalty: 5198.631348
	Iteration 174Q: 3 clusters Score -5402102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5402107.000000 Penalty: 5198.631348
	Iteration 175Q: 3 clusters Score -5402107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5402119.500000 Penalty: 5198.631348
	Iteration 176Q: 3 clusters Score -5402120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5402124.000000 Penalty: 5198.631348
	Iteration 177Q: 3 clusters Score -5402124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5402129.500000 Penalty: 5198.631348
	Iteration 178Q: 3 clusters Score -5402130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5402131.500000 Penalty: 5198.631348
	Iteration 179Q: 3 clusters Score -5402132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5402139.500000 Penalty: 5198.631348
	Iteration 180F: 3 clusters Score -5402140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5402152.500000 Penalty: 5198.631348
	Iteration 181Q: 3 clusters Score -5402152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5402155.000000 Penalty: 5198.631348
	Iteration 182Q: 3 clusters Score -5402155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5402159.000000 Penalty: 5198.631348
	Iteration 183Q: 3 clusters Score -5402159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5402168.500000 Penalty: 5198.631348
	Iteration 184Q: 3 clusters Score -5402168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5402163.500000 Penalty: 5198.631348
	Iteration 185Q: 3 clusters Score -5402164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5402170.000000 Penalty: 5198.631348
	Iteration 186Q: 3 clusters Score -5402170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5402173.000000 Penalty: 5198.631348
	Iteration 187Q: 3 clusters Score -5402173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5402175.500000 Penalty: 5198.631348
	Iteration 188Q: 3 clusters Score -5402176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5402177.500000 Penalty: 5198.631348
	Iteration 189Q: 3 clusters Score -5402178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5402183.500000 Penalty: 5198.631348
	Iteration 190Q: 3 clusters Score -5402184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5402181.000000 Penalty: 5198.631348
	Iteration 191Q: 3 clusters Score -5402181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5402181.500000 Penalty: 5198.631348
	Iteration 192Q: 3 clusters Score -5402182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5402182.000000 Penalty: 5198.631348
	Iteration 193Q: 3 clusters Score -5402182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5402181.500000 Penalty: 5198.631348
	Iteration 194Q: 3 clusters Score -5402182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5402181.000000 Penalty: 5198.631348
	Iteration 195Q: 3 clusters Score -5402181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5402181.000000 Penalty: 5198.631348
	Iteration 196F: 3 clusters Score -5402181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Entering Unmasked Estep 
Score: -2810011.500000 Penalty: 2450.103760
	Iteration 0F: 2 clusters Score -2810012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2796167.250000 Penalty: 4900.207520
	Iteration 0F: 3 clusters Score -2796167 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2801139.750000 Penalty: 4900.207520
	Iteration 1F: 3 clusters Score -2801140 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2801830.750000 Penalty: 4900.207520
	Iteration 2F: 3 clusters Score -2801831 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2802508.000000 Penalty: 4900.207520
	Iteration 3F: 3 clusters Score -2802508 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2803154.750000 Penalty: 4900.207520
	Iteration 4F: 3 clusters Score -2803155 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2803749.500000 Penalty: 4900.207520
	Iteration 5F: 3 clusters Score -2803750 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2804257.500000 Penalty: 4900.207520
	Iteration 6Q: 3 clusters Score -2804258 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2804753.750000 Penalty: 4900.207520
	Iteration 7Q: 3 clusters Score -2804754 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2805198.750000 Penalty: 4900.207520
	Iteration 8Q: 3 clusters Score -2805199 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2805569.000000 Penalty: 4900.207520
	Iteration 9Q: 3 clusters Score -2805569 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2805866.000000 Penalty: 4900.207520
	Iteration 10Q: 3 clusters Score -2805866 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2806106.250000 Penalty: 4900.207520
	Iteration 11Q: 3 clusters Score -2806106 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2806299.500000 Penalty: 4900.207520
	Iteration 12Q: 3 clusters Score -2806300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2806468.000000 Penalty: 4900.207520
	Iteration 13Q: 3 clusters Score -2806468 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2806640.000000 Penalty: 4900.207520
	Iteration 14Q: 3 clusters Score -2806640 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2806795.000000 Penalty: 4900.207520
	Iteration 15Q: 3 clusters Score -2806795 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2806962.000000 Penalty: 4900.207520
	Iteration 16Q: 3 clusters Score -2806962 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2807096.750000 Penalty: 4900.207520
	Iteration 17Q: 3 clusters Score -2807097 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2807216.250000 Penalty: 4900.207520
	Iteration 18Q: 3 clusters Score -2807216 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2807368.000000 Penalty: 4900.207520
	Iteration 19Q: 3 clusters Score -2807368 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2807474.500000 Penalty: 4900.207520
	Iteration 20F: 3 clusters Score -2807474 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2807572.250000 Penalty: 4900.207520
	Iteration 21Q: 3 clusters Score -2807572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2807671.500000 Penalty: 4900.207520
	Iteration 22Q: 3 clusters Score -2807672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2807755.500000 Penalty: 4900.207520
	Iteration 23Q: 3 clusters Score -2807756 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2807834.750000 Penalty: 4900.207520
	Iteration 24Q: 3 clusters Score -2807835 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2807910.000000 Penalty: 4900.207520
	Iteration 25Q: 3 clusters Score -2807910 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2807974.000000 Penalty: 4900.207520
	Iteration 26Q: 3 clusters Score -2807974 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2808033.500000 Penalty: 4900.207520
	Iteration 27Q: 3 clusters Score -2808034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2808078.000000 Penalty: 4900.207520
	Iteration 28Q: 3 clusters Score -2808078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2808110.750000 Penalty: 4900.207520
	Iteration 29Q: 3 clusters Score -2808111 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2808159.000000 Penalty: 4900.207520
	Iteration 30Q: 3 clusters Score -2808159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2808217.250000 Penalty: 4900.207520
	Iteration 31Q: 3 clusters Score -2808217 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2808265.000000 Penalty: 4900.207520
	Iteration 32Q: 3 clusters Score -2808265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2808305.000000 Penalty: 4900.207520
	Iteration 33Q: 3 clusters Score -2808305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2808350.000000 Penalty: 4900.207520
	Iteration 34Q: 3 clusters Score -2808350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2808390.250000 Penalty: 4900.207520
	Iteration 35Q: 3 clusters Score -2808390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2808416.000000 Penalty: 4900.207520
	Iteration 36Q: 3 clusters Score -2808416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2808453.000000 Penalty: 4900.207520
	Iteration 37Q: 3 clusters Score -2808453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2808477.500000 Penalty: 4900.207520
	Iteration 38Q: 3 clusters Score -2808478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2808492.500000 Penalty: 4900.207520
	Iteration 39Q: 3 clusters Score -2808492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2808523.000000 Penalty: 4900.207520
	Iteration 40F: 3 clusters Score -2808523 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2808533.250000 Penalty: 4900.207520
	Iteration 41Q: 3 clusters Score -2808533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2808540.750000 Penalty: 4900.207520
	Iteration 42Q: 3 clusters Score -2808541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2808556.500000 Penalty: 4900.207520
	Iteration 43Q: 3 clusters Score -2808556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2808573.750000 Penalty: 4900.207520
	Iteration 44Q: 3 clusters Score -2808574 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2808593.500000 Penalty: 4900.207520
	Iteration 45Q: 3 clusters Score -2808594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2808605.000000 Penalty: 4900.207520
	Iteration 46Q: 3 clusters Score -2808605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2808609.750000 Penalty: 4900.207520
	Iteration 47Q: 3 clusters Score -2808610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2808625.000000 Penalty: 4900.207520
	Iteration 48Q: 3 clusters Score -2808625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2808623.750000 Penalty: 4900.207520
	Iteration 49Q: 3 clusters Score -2808624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2808625.750000 Penalty: 4900.207520
	Iteration 50Q: 3 clusters Score -2808626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2808641.750000 Penalty: 4900.207520
	Iteration 51Q: 3 clusters Score -2808642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2808659.750000 Penalty: 4900.207520
	Iteration 52Q: 3 clusters Score -2808660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2808665.500000 Penalty: 4900.207520
	Iteration 53Q: 3 clusters Score -2808666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2808672.750000 Penalty: 4900.207520
	Iteration 54Q: 3 clusters Score -2808673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2808678.500000 Penalty: 4900.207520
	Iteration 55Q: 3 clusters Score -2808678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2808681.500000 Penalty: 4900.207520
	Iteration 56Q: 3 clusters Score -2808682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2808697.750000 Penalty: 4900.207520
	Iteration 57Q: 3 clusters Score -2808698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2808702.000000 Penalty: 4900.207520
	Iteration 58Q: 3 clusters Score -2808702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2808711.250000 Penalty: 4900.207520
	Iteration 59Q: 3 clusters Score -2808711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2808720.250000 Penalty: 4900.207520
	Iteration 60F: 3 clusters Score -2808720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2808734.500000 Penalty: 4900.207520
	Iteration 61Q: 3 clusters Score -2808734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2808746.250000 Penalty: 4900.207520
	Iteration 62Q: 3 clusters Score -2808746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2808755.000000 Penalty: 4900.207520
	Iteration 63Q: 3 clusters Score -2808755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2808754.500000 Penalty: 4900.207520
	Iteration 64Q: 3 clusters Score -2808754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2808760.000000 Penalty: 4900.207520
	Iteration 65Q: 3 clusters Score -2808760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2808759.750000 Penalty: 4900.207520
	Iteration 66Q: 3 clusters Score -2808760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2808761.750000 Penalty: 4900.207520
	Iteration 67Q: 3 clusters Score -2808762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2808763.750000 Penalty: 4900.207520
	Iteration 68Q: 3 clusters Score -2808764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2808761.250000 Penalty: 4900.207520
	Iteration 69Q: 3 clusters Score -2808761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2808759.500000 Penalty: 4900.207520
	Iteration 70Q: 3 clusters Score -2808760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2808760.000000 Penalty: 4900.207520
	Iteration 71Q: 3 clusters Score -2808760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2808761.000000 Penalty: 4900.207520
	Iteration 72Q: 3 clusters Score -2808761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2808764.750000 Penalty: 4900.207520
	Iteration 73Q: 3 clusters Score -2808765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2808769.000000 Penalty: 4900.207520
	Iteration 74Q: 3 clusters Score -2808769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2808765.750000 Penalty: 4900.207520
	Iteration 75Q: 3 clusters Score -2808766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2808763.500000 Penalty: 4900.207520
	Iteration 76Q: 3 clusters Score -2808764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2808762.500000 Penalty: 4900.207520
	Iteration 77Q: 3 clusters Score -2808762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2808763.500000 Penalty: 4900.207520
	Iteration 78Q: 3 clusters Score -2808764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2808765.250000 Penalty: 4900.207520
	Iteration 79Q: 3 clusters Score -2808765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2808766.750000 Penalty: 4900.207520
	Iteration 80F: 3 clusters Score -2808767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2808765.750000 Penalty: 4900.207520
	Iteration 81Q: 3 clusters Score -2808766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2808763.500000 Penalty: 4900.207520
	Iteration 82Q: 3 clusters Score -2808764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2808763.500000 Penalty: 4900.207520
	Iteration 83F: 3 clusters Score -2808764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -282840.250000 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -282840.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -280273.312500 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -280273.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280697.843750 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -280697.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -280799.812500 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -280799.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -280863.375000 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -280863.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -280903.656250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -280903.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -280924.000000 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -280924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -280936.031250 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -280936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -280945.687500 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -280945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -280955.125000 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -280955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -280961.218750 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -280961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280970.531250 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -280970.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -280979.093750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -280979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -280989.312500 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -280989.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -280996.625000 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -280996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -280998.687500 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -280998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -281001.968750 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -281002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -281002.468750 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -281002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -281002.468750 Penalty: 3729.229248
	Iteration 17F: 3 clusters Score -281002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -143595.703125 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -143595.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141664.218750 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -141664.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142089.390625 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -142089.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142411.468750 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -142411.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -142619.500000 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -142619.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142709.421875 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -142709.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142786.578125 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -142786.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142840.687500 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -142840.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142866.078125 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -142866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142882.218750 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -142882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142890.437500 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -142890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142892.765625 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -142892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142894.593750 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -142894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -142901.156250 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -142901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142904.718750 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -142904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142904.718750 Penalty: 3450.918701
	Iteration 14F: 3 clusters Score -142904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104831.328125 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104831.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105268.640625 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105268.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105460.375000 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105460.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105532.757812 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -105532.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105624.554688 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105624.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105706.601562 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105706.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105785.945312 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -105785.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105865.382812 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -105865.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105967.578125 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -105967.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106142.851562 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106142.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106259.468750 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106259.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106343.640625 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106343.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106401.429688 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106435.101562 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106442.570312 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106449.304688 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106456.789062 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106459.765625 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106460.687500 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106460.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106460.687500 Penalty: 3321.116211
	Iteration 19F: 3 clusters Score -106460.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -1265147.875000 Penalty: 2239.800293
	Iteration 0F: 2 clusters Score -1265148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1258515.875000 Penalty: 4479.600586
	Iteration 0F: 3 clusters Score -1258516 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1260320.125000 Penalty: 4479.600586
	Iteration 1F: 3 clusters Score -1260320 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1260588.250000 Penalty: 4479.600586
	Iteration 2F: 3 clusters Score -1260588 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1260765.000000 Penalty: 4479.600586
	Iteration 3F: 3 clusters Score -1260765 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1260896.125000 Penalty: 4479.600586
	Iteration 4Q: 3 clusters Score -1260896 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1261016.250000 Penalty: 4479.600586
	Iteration 5Q: 3 clusters Score -1261016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1261128.375000 Penalty: 4479.600586
	Iteration 6Q: 3 clusters Score -1261128 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1261219.000000 Penalty: 4479.600586
	Iteration 7Q: 3 clusters Score -1261219 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1261319.875000 Penalty: 4479.600586
	Iteration 8Q: 3 clusters Score -1261320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1261416.625000 Penalty: 4479.600586
	Iteration 9Q: 3 clusters Score -1261417 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1261512.000000 Penalty: 4479.600586
	Iteration 10Q: 3 clusters Score -1261512 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1261605.375000 Penalty: 4479.600586
	Iteration 11Q: 3 clusters Score -1261605 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1261722.375000 Penalty: 4479.600586
	Iteration 12Q: 3 clusters Score -1261722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1261859.500000 Penalty: 4479.600586
	Iteration 13Q: 3 clusters Score -1261860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1261996.125000 Penalty: 4479.600586
	Iteration 14Q: 3 clusters Score -1261996 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1262148.375000 Penalty: 4479.600586
	Iteration 15Q: 3 clusters Score -1262148 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1262324.000000 Penalty: 4479.600586
	Iteration 16Q: 3 clusters Score -1262324 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1262480.500000 Penalty: 4479.600586
	Iteration 17Q: 3 clusters Score -1262480 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1262642.000000 Penalty: 4479.600586
	Iteration 18Q: 3 clusters Score -1262642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1262778.625000 Penalty: 4479.600586
	Iteration 19Q: 3 clusters Score -1262779 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1262909.125000 Penalty: 4479.600586
	Iteration 20F: 3 clusters Score -1262909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1263011.875000 Penalty: 4479.600586
	Iteration 21Q: 3 clusters Score -1263012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1263085.375000 Penalty: 4479.600586
	Iteration 22Q: 3 clusters Score -1263085 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1263146.500000 Penalty: 4479.600586
	Iteration 23Q: 3 clusters Score -1263146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1263185.625000 Penalty: 4479.600586
	Iteration 24Q: 3 clusters Score -1263186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1263214.250000 Penalty: 4479.600586
	Iteration 25Q: 3 clusters Score -1263214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1263231.500000 Penalty: 4479.600586
	Iteration 26Q: 3 clusters Score -1263232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1263249.250000 Penalty: 4479.600586
	Iteration 27Q: 3 clusters Score -1263249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1263268.875000 Penalty: 4479.600586
	Iteration 28Q: 3 clusters Score -1263269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1263285.625000 Penalty: 4479.600586
	Iteration 29Q: 3 clusters Score -1263286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1263303.250000 Penalty: 4479.600586
	Iteration 30Q: 3 clusters Score -1263303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1263316.000000 Penalty: 4479.600586
	Iteration 31Q: 3 clusters Score -1263316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1263328.375000 Penalty: 4479.600586
	Iteration 32Q: 3 clusters Score -1263328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1263338.375000 Penalty: 4479.600586
	Iteration 33Q: 3 clusters Score -1263338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1263341.875000 Penalty: 4479.600586
	Iteration 34Q: 3 clusters Score -1263342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1263350.500000 Penalty: 4479.600586
	Iteration 35Q: 3 clusters Score -1263350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1263354.000000 Penalty: 4479.600586
	Iteration 36Q: 3 clusters Score -1263354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1263356.500000 Penalty: 4479.600586
	Iteration 37Q: 3 clusters Score -1263356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1263359.625000 Penalty: 4479.600586
	Iteration 38Q: 3 clusters Score -1263360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1263361.125000 Penalty: 4479.600586
	Iteration 39Q: 3 clusters Score -1263361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1263364.375000 Penalty: 4479.600586
	Iteration 40F: 3 clusters Score -1263364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1263368.500000 Penalty: 4479.600586
	Iteration 41Q: 3 clusters Score -1263368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1263370.000000 Penalty: 4479.600586
	Iteration 42Q: 3 clusters Score -1263370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1263377.750000 Penalty: 4479.600586
	Iteration 43Q: 3 clusters Score -1263378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1263380.000000 Penalty: 4479.600586
	Iteration 44Q: 3 clusters Score -1263380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1263384.125000 Penalty: 4479.600586
	Iteration 45Q: 3 clusters Score -1263384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1263387.250000 Penalty: 4479.600586
	Iteration 46Q: 3 clusters Score -1263387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1263391.125000 Penalty: 4479.600586
	Iteration 47Q: 3 clusters Score -1263391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1263391.750000 Penalty: 4479.600586
	Iteration 48Q: 3 clusters Score -1263392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1263393.250000 Penalty: 4479.600586
	Iteration 49Q: 3 clusters Score -1263393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1263393.250000 Penalty: 4479.600586
	Iteration 50F: 3 clusters Score -1263393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -2381224.000000 Penalty: 2394.938721
	Iteration 0F: 2 clusters Score -2381224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2369966.250000 Penalty: 4789.877441
	Iteration 0F: 3 clusters Score -2369966 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2373581.500000 Penalty: 4789.877441
	Iteration 1F: 3 clusters Score -2373582 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2374024.500000 Penalty: 4789.877441
	Iteration 2F: 3 clusters Score -2374024 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2374375.750000 Penalty: 4789.877441
	Iteration 3F: 3 clusters Score -2374376 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2374661.000000 Penalty: 4789.877441
	Iteration 4Q: 3 clusters Score -2374661 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2374965.000000 Penalty: 4789.877441
	Iteration 5Q: 3 clusters Score -2374965 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2375242.750000 Penalty: 4789.877441
	Iteration 6Q: 3 clusters Score -2375243 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2375516.250000 Penalty: 4789.877441
	Iteration 7Q: 3 clusters Score -2375516 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2375783.500000 Penalty: 4789.877441
	Iteration 8Q: 3 clusters Score -2375784 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2376101.750000 Penalty: 4789.877441
	Iteration 9Q: 3 clusters Score -2376102 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2376545.500000 Penalty: 4789.877441
	Iteration 10Q: 3 clusters Score -2376546 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2376988.500000 Penalty: 4789.877441
	Iteration 11Q: 3 clusters Score -2376988 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2377373.250000 Penalty: 4789.877441
	Iteration 12Q: 3 clusters Score -2377373 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2377749.000000 Penalty: 4789.877441
	Iteration 13Q: 3 clusters Score -2377749 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2378093.000000 Penalty: 4789.877441
	Iteration 14Q: 3 clusters Score -2378093 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2378353.250000 Penalty: 4789.877441
	Iteration 15Q: 3 clusters Score -2378353 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2378556.250000 Penalty: 4789.877441
	Iteration 16Q: 3 clusters Score -2378556 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2378735.000000 Penalty: 4789.877441
	Iteration 17Q: 3 clusters Score -2378735 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2378888.000000 Penalty: 4789.877441
	Iteration 18Q: 3 clusters Score -2378888 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2379015.500000 Penalty: 4789.877441
	Iteration 19Q: 3 clusters Score -2379016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2379161.250000 Penalty: 4789.877441
	Iteration 20F: 3 clusters Score -2379161 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2379279.000000 Penalty: 4789.877441
	Iteration 21Q: 3 clusters Score -2379279 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2379425.750000 Penalty: 4789.877441
	Iteration 22Q: 3 clusters Score -2379426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2379577.750000 Penalty: 4789.877441
	Iteration 23Q: 3 clusters Score -2379578 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2379697.250000 Penalty: 4789.877441
	Iteration 24Q: 3 clusters Score -2379697 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2379803.750000 Penalty: 4789.877441
	Iteration 25Q: 3 clusters Score -2379804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2379907.750000 Penalty: 4789.877441
	Iteration 26Q: 3 clusters Score -2379908 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2379998.250000 Penalty: 4789.877441
	Iteration 27Q: 3 clusters Score -2379998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2380089.750000 Penalty: 4789.877441
	Iteration 28Q: 3 clusters Score -2380090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2380172.250000 Penalty: 4789.877441
	Iteration 29Q: 3 clusters Score -2380172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2380231.750000 Penalty: 4789.877441
	Iteration 30Q: 3 clusters Score -2380232 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2380278.500000 Penalty: 4789.877441
	Iteration 31Q: 3 clusters Score -2380278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2380333.000000 Penalty: 4789.877441
	Iteration 32Q: 3 clusters Score -2380333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2380377.000000 Penalty: 4789.877441
	Iteration 33Q: 3 clusters Score -2380377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2380413.500000 Penalty: 4789.877441
	Iteration 34Q: 3 clusters Score -2380414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2380454.750000 Penalty: 4789.877441
	Iteration 35Q: 3 clusters Score -2380455 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2380483.250000 Penalty: 4789.877441
	Iteration 36Q: 3 clusters Score -2380483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2380513.000000 Penalty: 4789.877441
	Iteration 37Q: 3 clusters Score -2380513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2380542.250000 Penalty: 4789.877441
	Iteration 38Q: 3 clusters Score -2380542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2380565.250000 Penalty: 4789.877441
	Iteration 39Q: 3 clusters Score -2380565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2380601.000000 Penalty: 4789.877441
	Iteration 40F: 3 clusters Score -2380601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2380639.500000 Penalty: 4789.877441
	Iteration 41Q: 3 clusters Score -2380640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2380670.250000 Penalty: 4789.877441
	Iteration 42Q: 3 clusters Score -2380670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2380680.000000 Penalty: 4789.877441
	Iteration 43Q: 3 clusters Score -2380680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2380693.250000 Penalty: 4789.877441
	Iteration 44Q: 3 clusters Score -2380693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2380703.000000 Penalty: 4789.877441
	Iteration 45Q: 3 clusters Score -2380703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2380723.750000 Penalty: 4789.877441
	Iteration 46Q: 3 clusters Score -2380724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2380728.250000 Penalty: 4789.877441
	Iteration 47Q: 3 clusters Score -2380728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2380735.250000 Penalty: 4789.877441
	Iteration 48Q: 3 clusters Score -2380735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2380736.750000 Penalty: 4789.877441
	Iteration 49Q: 3 clusters Score -2380737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2380743.250000 Penalty: 4789.877441
	Iteration 50Q: 3 clusters Score -2380743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2380747.250000 Penalty: 4789.877441
	Iteration 51Q: 3 clusters Score -2380747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2380744.750000 Penalty: 4789.877441
	Iteration 52Q: 3 clusters Score -2380745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2380748.000000 Penalty: 4789.877441
	Iteration 53Q: 3 clusters Score -2380748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2380750.000000 Penalty: 4789.877441
	Iteration 54Q: 3 clusters Score -2380750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2380752.250000 Penalty: 4789.877441
	Iteration 55Q: 3 clusters Score -2380752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2380753.250000 Penalty: 4789.877441
	Iteration 56Q: 3 clusters Score -2380753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2380756.250000 Penalty: 4789.877441
	Iteration 57Q: 3 clusters Score -2380756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2380754.250000 Penalty: 4789.877441
	Iteration 58Q: 3 clusters Score -2380754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2380758.750000 Penalty: 4789.877441
	Iteration 59Q: 3 clusters Score -2380759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2380759.500000 Penalty: 4789.877441
	Iteration 60F: 3 clusters Score -2380760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2380762.750000 Penalty: 4789.877441
	Iteration 61Q: 3 clusters Score -2380763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2380761.500000 Penalty: 4789.877441
	Iteration 62Q: 3 clusters Score -2380762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2380762.250000 Penalty: 4789.877441
	Iteration 63Q: 3 clusters Score -2380762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2380762.250000 Penalty: 4789.877441
	Iteration 64F: 3 clusters Score -2380762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Entering Unmasked Estep 
Score: -8130795.500000 Penalty: 2696.088867
	Iteration 0F: 2 clusters Score -8130796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -8095584.500000 Penalty: 5392.177734
	Iteration 0F: 3 clusters Score -8095584 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -8109089.500000 Penalty: 5392.177734
	Iteration 1F: 3 clusters Score -8109090 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -8109724.500000 Penalty: 5392.177734
	Iteration 2Q: 3 clusters Score -8109724 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -8110402.000000 Penalty: 5392.177734
	Iteration 3Q: 3 clusters Score -8110402 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8111170.500000 Penalty: 5392.177734
	Iteration 4Q: 3 clusters Score -8111170 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -8112085.000000 Penalty: 5392.177734
	Iteration 5Q: 3 clusters Score -8112085 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -8113299.500000 Penalty: 5392.177734
	Iteration 6Q: 3 clusters Score -8113300 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8115162.500000 Penalty: 5392.177734
	Iteration 7F: 3 clusters Score -8115162 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8117489.500000 Penalty: 5392.177734
	Iteration 8F: 3 clusters Score -8117490 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8119996.500000 Penalty: 5392.177734
	Iteration 9F: 3 clusters Score -8119996 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8122099.000000 Penalty: 5392.177734
	Iteration 10F: 3 clusters Score -8122099 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8123612.500000 Penalty: 5392.177734
	Iteration 11Q: 3 clusters Score -8123612 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8124600.500000 Penalty: 5392.177734
	Iteration 12Q: 3 clusters Score -8124600 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8125178.500000 Penalty: 5392.177734
	Iteration 13Q: 3 clusters Score -8125178 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8125652.000000 Penalty: 5392.177734
	Iteration 14Q: 3 clusters Score -8125652 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8126020.500000 Penalty: 5392.177734
	Iteration 15Q: 3 clusters Score -8126020 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -8126355.000000 Penalty: 5392.177734
	Iteration 16Q: 3 clusters Score -8126355 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8126656.000000 Penalty: 5392.177734
	Iteration 17Q: 3 clusters Score -8126656 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -8126910.000000 Penalty: 5392.177734
	Iteration 18Q: 3 clusters Score -8126910 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -8127187.500000 Penalty: 5392.177734
	Iteration 19Q: 3 clusters Score -8127188 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -8127405.500000 Penalty: 5392.177734
	Iteration 20F: 3 clusters Score -8127406 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -8127631.000000 Penalty: 5392.177734
	Iteration 21Q: 3 clusters Score -8127631 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -8127858.000000 Penalty: 5392.177734
	Iteration 22Q: 3 clusters Score -8127858 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -8128068.000000 Penalty: 5392.177734
	Iteration 23Q: 3 clusters Score -8128068 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -8128231.000000 Penalty: 5392.177734
	Iteration 24Q: 3 clusters Score -8128231 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -8128346.500000 Penalty: 5392.177734
	Iteration 25Q: 3 clusters Score -8128346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -8128442.000000 Penalty: 5392.177734
	Iteration 26Q: 3 clusters Score -8128442 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -8128521.500000 Penalty: 5392.177734
	Iteration 27Q: 3 clusters Score -8128522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -8128575.500000 Penalty: 5392.177734
	Iteration 28Q: 3 clusters Score -8128576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -8128604.000000 Penalty: 5392.177734
	Iteration 29Q: 3 clusters Score -8128604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -8128622.500000 Penalty: 5392.177734
	Iteration 30Q: 3 clusters Score -8128622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -8128654.000000 Penalty: 5392.177734
	Iteration 31Q: 3 clusters Score -8128654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -8128659.000000 Penalty: 5392.177734
	Iteration 32Q: 3 clusters Score -8128659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -8128676.500000 Penalty: 5392.177734
	Iteration 33Q: 3 clusters Score -8128676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -8128679.000000 Penalty: 5392.177734
	Iteration 34Q: 3 clusters Score -8128679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -8128694.500000 Penalty: 5392.177734
	Iteration 35Q: 3 clusters Score -8128694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -8128713.500000 Penalty: 5392.177734
	Iteration 36Q: 3 clusters Score -8128714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -8128719.000000 Penalty: 5392.177734
	Iteration 37Q: 3 clusters Score -8128719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -8128711.500000 Penalty: 5392.177734
	Iteration 38Q: 3 clusters Score -8128712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -8128723.500000 Penalty: 5392.177734
	Iteration 39Q: 3 clusters Score -8128724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -8128723.500000 Penalty: 5392.177734
	Iteration 40F: 3 clusters Score -8128724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -8128719.000000 Penalty: 5392.177734
	Iteration 41Q: 3 clusters Score -8128719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -8128721.500000 Penalty: 5392.177734
	Iteration 42Q: 3 clusters Score -8128722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -8128718.000000 Penalty: 5392.177734
	Iteration 43Q: 3 clusters Score -8128718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -8128720.500000 Penalty: 5392.177734
	Iteration 44Q: 3 clusters Score -8128720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -8128722.000000 Penalty: 5392.177734
	Iteration 45Q: 3 clusters Score -8128722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -8128726.000000 Penalty: 5392.177734
	Iteration 46Q: 3 clusters Score -8128726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -8128720.000000 Penalty: 5392.177734
	Iteration 47Q: 3 clusters Score -8128720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -8128724.000000 Penalty: 5392.177734
	Iteration 48Q: 3 clusters Score -8128724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -8128728.000000 Penalty: 5392.177734
	Iteration 49Q: 3 clusters Score -8128728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -8128728.000000 Penalty: 5392.177734
	Iteration 50F: 3 clusters Score -8128728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -352516.812500 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -352516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -349457.781250 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -349457.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -350134.593750 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -350134.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -350350.562500 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -350350.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -350529.343750 Penalty: 3928.901611
	Iteration 3F: 3 clusters Score -350529.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -350709.937500 Penalty: 3928.901611
	Iteration 4F: 3 clusters Score -350709.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -350847.593750 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -350847.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -350987.000000 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -350987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -351120.156250 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -351120.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -351241.125000 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -351241.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -351336.093750 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -351336.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -351422.625000 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -351422.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -351498.125000 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -351498.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -351565.062500 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -351565.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -351617.406250 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -351617.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -351663.531250 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -351663.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -351695.656250 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -351695.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -351713.062500 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -351713.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -351723.125000 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -351723.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -351729.906250 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -351729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -351737.031250 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -351737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -351744.156250 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -351744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -351752.843750 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -351752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -351759.343750 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -351759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -351761.156250 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -351761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -351762.687500 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -351762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -351763.875000 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -351763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -351764.062500 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -351764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -351765.062500 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -351765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -351765.687500 Penalty: 3928.901611
	Iteration 28Q: 3 clusters Score -351765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -351765.687500 Penalty: 3928.901611
	Iteration 29F: 3 clusters Score -351765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -296701.562500 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -296701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -294014.500000 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -294014.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -294510.968750 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -294511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -294651.281250 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -294651.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294742.187500 Penalty: 3776.454102
	Iteration 3Q: 3 clusters Score -294742.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294816.437500 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -294816.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -294871.093750 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -294871.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -294921.468750 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -294921.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -294981.968750 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -294982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -295035.312500 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -295035.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295084.593750 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -295084.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -295122.281250 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -295122.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -295149.781250 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -295149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -295166.468750 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -295166.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -295185.406250 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -295185.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -295205.468750 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -295205.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295227.562500 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -295227.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -295243.656250 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -295243.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295259.375000 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -295259.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -295275.406250 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -295275.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -295289.687500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -295289.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -295305.218750 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -295305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295316.312500 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -295316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -295327.781250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -295327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -295338.125000 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -295338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295349.000000 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -295349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -295359.937500 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -295359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -295372.187500 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -295372.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -295381.375000 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -295381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -295385.968750 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -295386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -295390.843750 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -295390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295396.375000 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -295396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -295403.906250 Penalty: 3776.454102
	Iteration 31Q: 3 clusters Score -295403.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -295411.843750 Penalty: 3776.454102
	Iteration 32Q: 3 clusters Score -295411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295415.750000 Penalty: 3776.454102
	Iteration 33Q: 3 clusters Score -295415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -295419.062500 Penalty: 3776.454102
	Iteration 34Q: 3 clusters Score -295419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -295419.937500 Penalty: 3776.454102
	Iteration 35Q: 3 clusters Score -295419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -295420.937500 Penalty: 3776.454102
	Iteration 36Q: 3 clusters Score -295420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -295421.625000 Penalty: 3776.454102
	Iteration 37Q: 3 clusters Score -295421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -295422.093750 Penalty: 3776.454102
	Iteration 38Q: 3 clusters Score -295422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295422.468750 Penalty: 3776.454102
	Iteration 39Q: 3 clusters Score -295422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295423.781250 Penalty: 3776.454102
	Iteration 40F: 3 clusters Score -295423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295425.500000 Penalty: 3776.454102
	Iteration 41Q: 3 clusters Score -295425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295426.062500 Penalty: 3776.454102
	Iteration 42Q: 3 clusters Score -295426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295427.531250 Penalty: 3776.454102
	Iteration 43Q: 3 clusters Score -295427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295427.625000 Penalty: 3776.454102
	Iteration 44Q: 3 clusters Score -295427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295428.218750 Penalty: 3776.454102
	Iteration 45Q: 3 clusters Score -295428.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295428.218750 Penalty: 3776.454102
	Iteration 46F: 3 clusters Score -295428.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -652958.562500 Penalty: 2093.732422
	Iteration 0F: 2 clusters Score -652958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -648643.250000 Penalty: 4187.464844
	Iteration 0F: 3 clusters Score -648643.2 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -649864.250000 Penalty: 4187.464844
	Iteration 1F: 3 clusters Score -649864.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -650222.750000 Penalty: 4187.464844
	Iteration 2F: 3 clusters Score -650222.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -650513.625000 Penalty: 4187.464844
	Iteration 3F: 3 clusters Score -650513.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -650712.000000 Penalty: 4187.464844
	Iteration 4F: 3 clusters Score -650712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -650884.250000 Penalty: 4187.464844
	Iteration 5Q: 3 clusters Score -650884.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -651044.562500 Penalty: 4187.464844
	Iteration 6Q: 3 clusters Score -651044.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -651181.062500 Penalty: 4187.464844
	Iteration 7Q: 3 clusters Score -651181.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -651290.750000 Penalty: 4187.464844
	Iteration 8Q: 3 clusters Score -651290.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -651375.437500 Penalty: 4187.464844
	Iteration 9Q: 3 clusters Score -651375.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -651427.937500 Penalty: 4187.464844
	Iteration 10Q: 3 clusters Score -651427.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -651471.000000 Penalty: 4187.464844
	Iteration 11Q: 3 clusters Score -651471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -651509.437500 Penalty: 4187.464844
	Iteration 12Q: 3 clusters Score -651509.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -651537.437500 Penalty: 4187.464844
	Iteration 13Q: 3 clusters Score -651537.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -651563.125000 Penalty: 4187.464844
	Iteration 14Q: 3 clusters Score -651563.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -651582.937500 Penalty: 4187.464844
	Iteration 15Q: 3 clusters Score -651582.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -651602.625000 Penalty: 4187.464844
	Iteration 16Q: 3 clusters Score -651602.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -651617.375000 Penalty: 4187.464844
	Iteration 17Q: 3 clusters Score -651617.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -651633.562500 Penalty: 4187.464844
	Iteration 18Q: 3 clusters Score -651633.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -651652.437500 Penalty: 4187.464844
	Iteration 19Q: 3 clusters Score -651652.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -651673.125000 Penalty: 4187.464844
	Iteration 20F: 3 clusters Score -651673.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -651690.562500 Penalty: 4187.464844
	Iteration 21Q: 3 clusters Score -651690.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -651706.062500 Penalty: 4187.464844
	Iteration 22Q: 3 clusters Score -651706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -651715.250000 Penalty: 4187.464844
	Iteration 23Q: 3 clusters Score -651715.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -651724.437500 Penalty: 4187.464844
	Iteration 24Q: 3 clusters Score -651724.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -651731.000000 Penalty: 4187.464844
	Iteration 25Q: 3 clusters Score -651731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -651738.937500 Penalty: 4187.464844
	Iteration 26Q: 3 clusters Score -651738.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -651748.437500 Penalty: 4187.464844
	Iteration 27Q: 3 clusters Score -651748.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -651757.687500 Penalty: 4187.464844
	Iteration 28Q: 3 clusters Score -651757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -651764.812500 Penalty: 4187.464844
	Iteration 29Q: 3 clusters Score -651764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -651772.375000 Penalty: 4187.464844
	Iteration 30Q: 3 clusters Score -651772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -651777.375000 Penalty: 4187.464844
	Iteration 31Q: 3 clusters Score -651777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -651779.250000 Penalty: 4187.464844
	Iteration 32Q: 3 clusters Score -651779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -651782.750000 Penalty: 4187.464844
	Iteration 33Q: 3 clusters Score -651782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -651785.937500 Penalty: 4187.464844
	Iteration 34Q: 3 clusters Score -651785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -651787.750000 Penalty: 4187.464844
	Iteration 35Q: 3 clusters Score -651787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -651788.687500 Penalty: 4187.464844
	Iteration 36Q: 3 clusters Score -651788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -651790.437500 Penalty: 4187.464844
	Iteration 37Q: 3 clusters Score -651790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -651791.250000 Penalty: 4187.464844
	Iteration 38Q: 3 clusters Score -651791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -651793.625000 Penalty: 4187.464844
	Iteration 39Q: 3 clusters Score -651793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -651795.687500 Penalty: 4187.464844
	Iteration 40F: 3 clusters Score -651795.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -651797.375000 Penalty: 4187.464844
	Iteration 41Q: 3 clusters Score -651797.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -651797.937500 Penalty: 4187.464844
	Iteration 42Q: 3 clusters Score -651797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -651800.062500 Penalty: 4187.464844
	Iteration 43Q: 3 clusters Score -651800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -651801.312500 Penalty: 4187.464844
	Iteration 44Q: 3 clusters Score -651801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -651805.250000 Penalty: 4187.464844
	Iteration 45Q: 3 clusters Score -651805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -651810.500000 Penalty: 4187.464844
	Iteration 46Q: 3 clusters Score -651810.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -651816.437500 Penalty: 4187.464844
	Iteration 47Q: 3 clusters Score -651816.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -651821.187500 Penalty: 4187.464844
	Iteration 48Q: 3 clusters Score -651821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -651824.312500 Penalty: 4187.464844
	Iteration 49Q: 3 clusters Score -651824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -651828.062500 Penalty: 4187.464844
	Iteration 50Q: 3 clusters Score -651828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -651834.312500 Penalty: 4187.464844
	Iteration 51Q: 3 clusters Score -651834.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -651839.875000 Penalty: 4187.464844
	Iteration 52Q: 3 clusters Score -651839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -651844.750000 Penalty: 4187.464844
	Iteration 53Q: 3 clusters Score -651844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -651850.187500 Penalty: 4187.464844
	Iteration 54Q: 3 clusters Score -651850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -651853.750000 Penalty: 4187.464844
	Iteration 55Q: 3 clusters Score -651853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -651859.000000 Penalty: 4187.464844
	Iteration 56Q: 3 clusters Score -651859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -651863.562500 Penalty: 4187.464844
	Iteration 57Q: 3 clusters Score -651863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -651870.250000 Penalty: 4187.464844
	Iteration 58Q: 3 clusters Score -651870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -651876.000000 Penalty: 4187.464844
	Iteration 59Q: 3 clusters Score -651876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -651883.000000 Penalty: 4187.464844
	Iteration 60F: 3 clusters Score -651883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -651886.500000 Penalty: 4187.464844
	Iteration 61Q: 3 clusters Score -651886.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -651893.875000 Penalty: 4187.464844
	Iteration 62Q: 3 clusters Score -651893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -651900.250000 Penalty: 4187.464844
	Iteration 63Q: 3 clusters Score -651900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -651909.000000 Penalty: 4187.464844
	Iteration 64Q: 3 clusters Score -651909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -651915.500000 Penalty: 4187.464844
	Iteration 65Q: 3 clusters Score -651915.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -651921.875000 Penalty: 4187.464844
	Iteration 66Q: 3 clusters Score -651921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -651933.187500 Penalty: 4187.464844
	Iteration 67Q: 3 clusters Score -651933.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -651939.125000 Penalty: 4187.464844
	Iteration 68Q: 3 clusters Score -651939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -651955.562500 Penalty: 4187.464844
	Iteration 69Q: 3 clusters Score -651955.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -651963.437500 Penalty: 4187.464844
	Iteration 70Q: 3 clusters Score -651963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -651968.187500 Penalty: 4187.464844
	Iteration 71Q: 3 clusters Score -651968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -651973.875000 Penalty: 4187.464844
	Iteration 72Q: 3 clusters Score -651973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -651981.062500 Penalty: 4187.464844
	Iteration 73Q: 3 clusters Score -651981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -651988.125000 Penalty: 4187.464844
	Iteration 74Q: 3 clusters Score -651988.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -651994.500000 Penalty: 4187.464844
	Iteration 75Q: 3 clusters Score -651994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -651998.000000 Penalty: 4187.464844
	Iteration 76Q: 3 clusters Score -651998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -652003.125000 Penalty: 4187.464844
	Iteration 77Q: 3 clusters Score -652003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -652007.500000 Penalty: 4187.464844
	Iteration 78Q: 3 clusters Score -652007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -652011.437500 Penalty: 4187.464844
	Iteration 79Q: 3 clusters Score -652011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -652013.062500 Penalty: 4187.464844
	Iteration 80F: 3 clusters Score -652013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -652014.812500 Penalty: 4187.464844
	Iteration 81Q: 3 clusters Score -652014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -652016.687500 Penalty: 4187.464844
	Iteration 82Q: 3 clusters Score -652016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -652019.687500 Penalty: 4187.464844
	Iteration 83Q: 3 clusters Score -652019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -652020.937500 Penalty: 4187.464844
	Iteration 84Q: 3 clusters Score -652020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -652019.812500 Penalty: 4187.464844
	Iteration 85Q: 3 clusters Score -652019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -652019.812500 Penalty: 4187.464844
	Iteration 86F: 3 clusters Score -652019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -20881.173828 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -20881.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20025.671875 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -20025.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20131.626953 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -20131.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20171.564453 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -20171.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20195.037109 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -20195.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20209.712891 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -20209.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20212.140625 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -20212.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20212.140625 Penalty: 2572.943359
	Iteration 6F: 3 clusters Score -20212.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66427.539062 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66427.54 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66805.523438 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66805.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67072.843750 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -67072.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67396.703125 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -67396.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67510.054688 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -67510.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67615.359375 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -67615.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67657.679688 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -67657.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -67700.000000 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -67700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67750.539062 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67750.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67777.460938 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67777.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67783.375000 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67783.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67783.375000 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -67783.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -9108.038086 Penalty: 1139.589722
	Iteration 0F: 2 clusters Score -9108.038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8375.089844 Penalty: 2279.179443
	Iteration 0F: 3 clusters Score -8375.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8392.632812 Penalty: 2279.179443
	Iteration 1Q: 3 clusters Score -8392.633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8392.632812 Penalty: 2279.179443
	Iteration 2F: 3 clusters Score -8392.633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58904.773438 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58904.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59089.992188 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59089.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59135.089844 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59135.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59156.898438 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59161.964844 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59161.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59165.414062 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59165.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59167.972656 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59167.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59170.714844 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -59170.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59170.714844 Penalty: 3013.371582
	Iteration 8F: 3 clusters Score -59170.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -93066.031250 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -93066.03 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 448 members 
Entering Unmasked Estep 
Score: -91398.117188 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -91398.12 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91823.906250 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -91823.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91994.414062 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -91994.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92137.054688 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -92137.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92252.507812 Penalty: 3321.116211
	Iteration 4F: 3 clusters Score -92252.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92366.015625 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -92366.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92436.500000 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -92436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92523.609375 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -92523.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92622.812500 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -92622.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92699.171875 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -92699.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92735.148438 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -92735.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92747.218750 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -92747.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92760.460938 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -92760.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92769.171875 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -92769.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92773.101562 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -92773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92773.101562 Penalty: 3321.116211
	Iteration 15F: 3 clusters Score -92773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 15250 members 
Mstep: Class 3 contains 26082 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 42751 members 
Mstep: Class 11 contains 197813 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 40945 members 
Mstep: Class 17 contains 131477 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 20 contains 9587 members 
Mstep: Class 21 contains 13886 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 35636 members 
Mstep: Class 24 contains 19525 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 15631 members 
Mstep: Class 30 contains 52645 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4640 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104152928.000000 Penalty: 126803.226562
Iteration 159Q: 39 clusters Score -1.041529e+08 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 15250 members 
Mstep: Class 3 contains 26084 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 42654 members 
Mstep: Class 11 contains 197414 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 40951 members 
Mstep: Class 17 contains 129532 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 13884 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 35944 members 
Mstep: Class 24 contains 19527 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 15638 members 
Mstep: Class 30 contains 55288 members 
Mstep: Class 31 contains 2753 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4633 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104153912.000000 Penalty: 126803.226562
Iteration 160F: 39 clusters Score -1.041539e+08 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 15250 members 
Mstep: Class 3 contains 26099 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 42570 members 
Mstep: Class 11 contains 196502 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 40939 members 
Mstep: Class 17 contains 127668 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 9576 members 
Mstep: Class 21 contains 13866 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36189 members 
Mstep: Class 24 contains 19528 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 15629 members 
Mstep: Class 30 contains 58364 members 
Mstep: Class 31 contains 2748 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4624 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104155880.000000 Penalty: 126803.226562
Iteration 161Q: 39 clusters Score -1.041559e+08 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 15251 members 
Mstep: Class 3 contains 26111 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 15433 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 42410 members 
Mstep: Class 11 contains 195601 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 16 contains 40936 members 
Mstep: Class 17 contains 125719 members 
Mstep: Class 18 contains 3640 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 9569 members 
Mstep: Class 21 contains 13862 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36352 members 
Mstep: Class 24 contains 19520 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 15598 members 
Mstep: Class 30 contains 61630 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4612 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104157152.000000 Penalty: 126803.226562
Iteration 162Q: 39 clusters Score -1.041572e+08 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 15251 members 
Mstep: Class 3 contains 26110 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 15314 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 42216 members 
Mstep: Class 11 contains 194685 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 40943 members 
Mstep: Class 17 contains 123581 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 9552 members 
Mstep: Class 21 contains 13856 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36470 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8372 members 
Mstep: Class 29 contains 15559 members 
Mstep: Class 30 contains 65136 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4611 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104158672.000000 Penalty: 126803.226562
Iteration 163Q: 39 clusters Score -1.041587e+08 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 41964 members 
Mstep: Class 11 contains 193558 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 121399 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 9515 members 
Mstep: Class 21 contains 13845 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36555 members 
Mstep: Class 24 contains 19529 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 15512 members 
Mstep: Class 30 contains 68937 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4602 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104160344.000000 Penalty: 126803.226562
Iteration 164Q: 39 clusters Score -1.041603e+08 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26088 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10162 members 
Mstep: Class 7 contains 15152 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 41682 members 
Mstep: Class 11 contains 192422 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5003 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 40967 members 
Mstep: Class 17 contains 119082 members 
Mstep: Class 18 contains 3529 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 9484 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36606 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 1051 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 15470 members 
Mstep: Class 30 contains 72913 members 
Mstep: Class 31 contains 2746 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4599 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104161680.000000 Penalty: 126803.226562
Iteration 165Q: 39 clusters Score -1.041617e+08 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26073 members 
Mstep: Class 4 contains 1818 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 15084 members 
Mstep: Class 8 contains 2771 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 41385 members 
Mstep: Class 11 contains 191265 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5007 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 40987 members 
Mstep: Class 17 contains 116615 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 9454 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36633 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 1050 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 15445 members 
Mstep: Class 30 contains 77061 members 
Mstep: Class 31 contains 2745 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4590 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104163768.000000 Penalty: 126803.226562
Iteration 166Q: 39 clusters Score -1.041638e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26075 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 10142 members 
Mstep: Class 7 contains 15054 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 41070 members 
Mstep: Class 11 contains 189829 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 40997 members 
Mstep: Class 17 contains 114335 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 9427 members 
Mstep: Class 21 contains 13830 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36653 members 
Mstep: Class 24 contains 19503 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 1049 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8379 members 
Mstep: Class 29 contains 15445 members 
Mstep: Class 30 contains 81247 members 
Mstep: Class 31 contains 2743 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104165352.000000 Penalty: 126803.226562
Iteration 167Q: 39 clusters Score -1.041654e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26056 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 15065 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 40764 members 
Mstep: Class 11 contains 188168 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 40991 members 
Mstep: Class 17 contains 112165 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 9387 members 
Mstep: Class 21 contains 13826 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36655 members 
Mstep: Class 24 contains 19493 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 1046 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8380 members 
Mstep: Class 29 contains 15440 members 
Mstep: Class 30 contains 85518 members 
Mstep: Class 31 contains 2740 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4583 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167504.000000 Penalty: 126803.226562
Iteration 168Q: 39 clusters Score -1.041675e+08 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26041 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10146 members 
Mstep: Class 7 contains 15101 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 40410 members 
Mstep: Class 11 contains 186497 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 40981 members 
Mstep: Class 17 contains 110129 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 9346 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36663 members 
Mstep: Class 24 contains 19491 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 1045 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 15418 members 
Mstep: Class 30 contains 89706 members 
Mstep: Class 31 contains 2739 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4578 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170008.000000 Penalty: 126803.226562
Iteration 169Q: 39 clusters Score -1.0417e+08 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26022 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 15149 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 40060 members 
Mstep: Class 11 contains 184828 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 40989 members 
Mstep: Class 17 contains 108158 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 9308 members 
Mstep: Class 21 contains 13829 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36660 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 1860 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8383 members 
Mstep: Class 29 contains 15395 members 
Mstep: Class 30 contains 93808 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4580 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171664.000000 Penalty: 126803.226562
Iteration 170Q: 39 clusters Score -1.041717e+08 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26009 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 2760 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 39726 members 
Mstep: Class 11 contains 182980 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 41002 members 
Mstep: Class 17 contains 106395 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 13826 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36668 members 
Mstep: Class 24 contains 19481 members 
Mstep: Class 25 contains 1861 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8385 members 
Mstep: Class 29 contains 15370 members 
Mstep: Class 30 contains 97870 members 
Mstep: Class 31 contains 2732 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4574 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172336.000000 Penalty: 126803.226562
Iteration 171Q: 39 clusters Score -1.041723e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 25997 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10143 members 
Mstep: Class 7 contains 15275 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 39377 members 
Mstep: Class 11 contains 180965 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 41015 members 
Mstep: Class 17 contains 104943 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 13820 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36658 members 
Mstep: Class 24 contains 19477 members 
Mstep: Class 25 contains 1860 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8388 members 
Mstep: Class 29 contains 15339 members 
Mstep: Class 30 contains 101753 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4572 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173200.000000 Penalty: 126803.226562
Iteration 172Q: 39 clusters Score -1.041732e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 25977 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 15352 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 178967 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5061 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 41023 members 
Mstep: Class 17 contains 103650 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 13813 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36637 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 1860 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8390 members 
Mstep: Class 29 contains 15301 members 
Mstep: Class 30 contains 105460 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4568 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173824.000000 Penalty: 126803.226562
Iteration 173Q: 39 clusters Score -1.041738e+08 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 25955 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38721 members 
Mstep: Class 11 contains 176962 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 41020 members 
Mstep: Class 17 contains 102551 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 13810 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36619 members 
Mstep: Class 24 contains 19464 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8390 members 
Mstep: Class 29 contains 15288 members 
Mstep: Class 30 contains 108948 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4570 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174264.000000 Penalty: 126803.226562
Iteration 174Q: 39 clusters Score -1.041743e+08 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38443 members 
Mstep: Class 11 contains 174823 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 2111 members 
Mstep: Class 16 contains 41026 members 
Mstep: Class 17 contains 101600 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 13810 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36612 members 
Mstep: Class 24 contains 19457 members 
Mstep: Class 25 contains 1860 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 15266 members 
Mstep: Class 30 contains 112329 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4568 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174240.000000 Penalty: 126803.226562
Iteration 175Q: 39 clusters Score -1.041742e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 25938 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38189 members 
Mstep: Class 11 contains 172560 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5057 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 16 contains 41038 members 
Mstep: Class 17 contains 100757 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 9072 members 
Mstep: Class 21 contains 13808 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36598 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 15239 members 
Mstep: Class 30 contains 115677 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4569 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174752.000000 Penalty: 126803.226562
Iteration 176Q: 39 clusters Score -1.041748e+08 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 25936 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10258 members 
Mstep: Class 7 contains 15801 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37955 members 
Mstep: Class 11 contains 170405 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 41047 members 
Mstep: Class 17 contains 99997 members 
Mstep: Class 18 contains 3075 members 
Mstep: Class 19 contains 3136 members 
Mstep: Class 20 contains 9037 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36581 members 
Mstep: Class 24 contains 19478 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8393 members 
Mstep: Class 29 contains 15218 members 
Mstep: Class 30 contains 118771 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4571 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104175184.000000 Penalty: 126803.226562
Iteration 177Q: 39 clusters Score -1.041752e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10293 members 
Mstep: Class 7 contains 15928 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37767 members 
Mstep: Class 11 contains 168414 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 41038 members 
Mstep: Class 17 contains 99552 members 
Mstep: Class 18 contains 3055 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 9017 members 
Mstep: Class 21 contains 13799 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36574 members 
Mstep: Class 24 contains 19478 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8395 members 
Mstep: Class 29 contains 15218 members 
Mstep: Class 30 contains 121314 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 4569 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174632.000000 Penalty: 126803.226562
Iteration 178Q: 39 clusters Score -1.041746e+08 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 25991 members 
Mstep: Class 4 contains 1813 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10327 members 
Mstep: Class 7 contains 16008 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 166743 members 
Mstep: Class 12 contains 634 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 41027 members 
Mstep: Class 17 contains 99674 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 9004 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36560 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 1043 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8397 members 
Mstep: Class 29 contains 15226 members 
Mstep: Class 30 contains 122936 members 
Mstep: Class 31 contains 2719 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4566 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174912.000000 Penalty: 126803.226562
Iteration 179Q: 39 clusters Score -1.041749e+08 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 26002 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10353 members 
Mstep: Class 7 contains 16098 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37517 members 
Mstep: Class 11 contains 165332 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 41015 members 
Mstep: Class 17 contains 100273 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 8991 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36552 members 
Mstep: Class 24 contains 19466 members 
Mstep: Class 25 contains 1867 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8398 members 
Mstep: Class 29 contains 15244 members 
Mstep: Class 30 contains 123768 members 
Mstep: Class 31 contains 2714 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4566 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104175096.000000 Penalty: 126803.226562
Iteration 180F: 39 clusters Score -1.041751e+08 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 26023 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10365 members 
Mstep: Class 7 contains 16171 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37450 members 
Mstep: Class 11 contains 163670 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 16 contains 41007 members 
Mstep: Class 17 contains 100722 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 8978 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36544 members 
Mstep: Class 24 contains 19453 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15267 members 
Mstep: Class 30 contains 124985 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174864.000000 Penalty: 126803.226562
Iteration 181Q: 39 clusters Score -1.041749e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15252 members 
Mstep: Class 3 contains 26029 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10389 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37390 members 
Mstep: Class 11 contains 162348 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 41008 members 
Mstep: Class 17 contains 101369 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36535 members 
Mstep: Class 24 contains 19451 members 
Mstep: Class 25 contains 1862 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15293 members 
Mstep: Class 30 contains 125691 members 
Mstep: Class 31 contains 2710 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174616.000000 Penalty: 126803.226562
Iteration 182Q: 39 clusters Score -1.041746e+08 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 26034 members 
Mstep: Class 4 contains 1822 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10400 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 161226 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 41010 members 
Mstep: Class 17 contains 102318 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1857 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15311 members 
Mstep: Class 30 contains 125867 members 
Mstep: Class 31 contains 2708 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174096.000000 Penalty: 126803.226562
Iteration 183Q: 39 clusters Score -1.041741e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 26030 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10404 members 
Mstep: Class 7 contains 16340 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 160220 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 2047 members 
Mstep: Class 16 contains 41013 members 
Mstep: Class 17 contains 103555 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 8942 members 
Mstep: Class 21 contains 13778 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36530 members 
Mstep: Class 24 contains 19455 members 
Mstep: Class 25 contains 1856 members 
Mstep: Class 26 contains 1033 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15319 members 
Mstep: Class 30 contains 125604 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104174056.000000 Penalty: 126803.226562
Iteration 184Q: 39 clusters Score -1.041741e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 26027 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 10410 members 
Mstep: Class 7 contains 16412 members 
Mstep: Class 8 contains 2756 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37310 members 
Mstep: Class 11 contains 159414 members 
Mstep: Class 12 contains 633 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 41015 members 
Mstep: Class 17 contains 104848 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 8943 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36538 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15316 members 
Mstep: Class 30 contains 125091 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 185Q: 39 clusters Score -1.041737e+08 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 26021 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 10420 members 
Mstep: Class 7 contains 16455 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 158836 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 41017 members 
Mstep: Class 17 contains 106033 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36552 members 
Mstep: Class 24 contains 19438 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15326 members 
Mstep: Class 30 contains 124431 members 
Mstep: Class 31 contains 2700 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173328.000000 Penalty: 126803.226562
Iteration 186Q: 39 clusters Score -1.041733e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 26023 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 10427 members 
Mstep: Class 7 contains 16494 members 
Mstep: Class 8 contains 2762 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37300 members 
Mstep: Class 11 contains 158420 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 41021 members 
Mstep: Class 17 contains 107125 members 
Mstep: Class 18 contains 3029 members 
Mstep: Class 19 contains 3163 members 
Mstep: Class 20 contains 8935 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36555 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15354 members 
Mstep: Class 30 contains 123727 members 
Mstep: Class 31 contains 2696 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4566 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173032.000000 Penalty: 126803.226562
Iteration 187Q: 39 clusters Score -1.04173e+08 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 26020 members 
Mstep: Class 4 contains 1840 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 16514 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37302 members 
Mstep: Class 11 contains 158184 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 41020 members 
Mstep: Class 17 contains 108016 members 
Mstep: Class 18 contains 3033 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36578 members 
Mstep: Class 24 contains 19433 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8399 members 
Mstep: Class 29 contains 15374 members 
Mstep: Class 30 contains 123010 members 
Mstep: Class 31 contains 2690 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172864.000000 Penalty: 126803.226562
Iteration 188Q: 39 clusters Score -1.041729e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 26021 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 10459 members 
Mstep: Class 7 contains 16529 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37327 members 
Mstep: Class 11 contains 158064 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 41010 members 
Mstep: Class 17 contains 108872 members 
Mstep: Class 18 contains 3031 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36585 members 
Mstep: Class 24 contains 19440 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 998 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15379 members 
Mstep: Class 30 contains 122233 members 
Mstep: Class 31 contains 2682 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 99 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172440.000000 Penalty: 126803.226562
Iteration 189Q: 39 clusters Score -1.041724e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15256 members 
Mstep: Class 3 contains 26022 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 10467 members 
Mstep: Class 7 contains 16545 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 37350 members 
Mstep: Class 11 contains 157995 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 41008 members 
Mstep: Class 17 contains 109601 members 
Mstep: Class 18 contains 3033 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 8942 members 
Mstep: Class 21 contains 13771 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36597 members 
Mstep: Class 24 contains 19445 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 15398 members 
Mstep: Class 30 contains 121516 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 2017 members 
Mstep: Class 33 contains 4556 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172240.000000 Penalty: 126803.226562
Iteration 190Q: 39 clusters Score -1.041722e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 26011 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 10476 members 
Mstep: Class 7 contains 16528 members 
Mstep: Class 8 contains 2763 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 37384 members 
Mstep: Class 11 contains 158114 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 41004 members 
Mstep: Class 17 contains 110092 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 13772 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36602 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 15409 members 
Mstep: Class 30 contains 120885 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171656.000000 Penalty: 126803.226562
Iteration 191Q: 39 clusters Score -1.041717e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 26000 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 10481 members 
Mstep: Class 7 contains 16497 members 
Mstep: Class 8 contains 2767 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37435 members 
Mstep: Class 11 contains 158218 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 41000 members 
Mstep: Class 17 contains 110502 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 3204 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 13773 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36610 members 
Mstep: Class 24 contains 19447 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 15417 members 
Mstep: Class 30 contains 120354 members 
Mstep: Class 31 contains 2654 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171288.000000 Penalty: 126803.226562
Iteration 192Q: 39 clusters Score -1.041713e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 25982 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 6 contains 10481 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37481 members 
Mstep: Class 11 contains 158360 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40993 members 
Mstep: Class 17 contains 110757 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 8945 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36618 members 
Mstep: Class 24 contains 19449 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15419 members 
Mstep: Class 30 contains 119947 members 
Mstep: Class 31 contains 2642 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171040.000000 Penalty: 126803.226562
Iteration 193Q: 39 clusters Score -1.04171e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 15256 members 
Mstep: Class 3 contains 25974 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 10486 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37530 members 
Mstep: Class 11 contains 158568 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40992 members 
Mstep: Class 17 contains 110923 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 3222 members 
Mstep: Class 20 contains 8941 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36631 members 
Mstep: Class 24 contains 19449 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 968 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15419 members 
Mstep: Class 30 contains 119554 members 
Mstep: Class 31 contains 2634 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170528.000000 Penalty: 126803.226562
Iteration 194Q: 39 clusters Score -1.041705e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15256 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 10489 members 
Mstep: Class 7 contains 16446 members 
Mstep: Class 8 contains 2772 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37582 members 
Mstep: Class 11 contains 158800 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40990 members 
Mstep: Class 17 contains 111038 members 
Mstep: Class 18 contains 3047 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 13779 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36636 members 
Mstep: Class 24 contains 19444 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15430 members 
Mstep: Class 30 contains 119186 members 
Mstep: Class 31 contains 2627 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170056.000000 Penalty: 126803.226562
Iteration 195Q: 39 clusters Score -1.041701e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 15256 members 
Mstep: Class 3 contains 25952 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 10501 members 
Mstep: Class 7 contains 16441 members 
Mstep: Class 8 contains 2775 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37638 members 
Mstep: Class 11 contains 159029 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40981 members 
Mstep: Class 17 contains 111047 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 3230 members 
Mstep: Class 20 contains 8922 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36639 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15445 members 
Mstep: Class 30 contains 118883 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169960.000000 Penalty: 126803.226562
Iteration 196Q: 39 clusters Score -1.0417e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 25955 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 10510 members 
Mstep: Class 7 contains 16443 members 
Mstep: Class 8 contains 2778 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37700 members 
Mstep: Class 11 contains 159226 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40977 members 
Mstep: Class 17 contains 110972 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 3233 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36643 members 
Mstep: Class 24 contains 19457 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15457 members 
Mstep: Class 30 contains 118663 members 
Mstep: Class 31 contains 2619 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169792.000000 Penalty: 126803.226562
Iteration 197Q: 39 clusters Score -1.041698e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 10513 members 
Mstep: Class 7 contains 16435 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37749 members 
Mstep: Class 11 contains 159434 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40966 members 
Mstep: Class 17 contains 110925 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 3235 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 13784 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36643 members 
Mstep: Class 24 contains 19465 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15475 members 
Mstep: Class 30 contains 118430 members 
Mstep: Class 31 contains 2614 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169544.000000 Penalty: 126803.226562
Iteration 198Q: 39 clusters Score -1.041695e+08 nChanged 2191
Entering ConstructFrom: 
Score: -104169544.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -2352396.250000 Penalty: 2394.192139
	Iteration 0F: 2 clusters Score -2352396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2341220.000000 Penalty: 4788.384277
	Iteration 0F: 3 clusters Score -2341220 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2345249.250000 Penalty: 4788.384277
	Iteration 1F: 3 clusters Score -2345249 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2346249.750000 Penalty: 4788.384277
	Iteration 2F: 3 clusters Score -2346250 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2347171.500000 Penalty: 4788.384277
	Iteration 3F: 3 clusters Score -2347172 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2347800.750000 Penalty: 4788.384277
	Iteration 4F: 3 clusters Score -2347801 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2348288.250000 Penalty: 4788.384277
	Iteration 5F: 3 clusters Score -2348288 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2348762.000000 Penalty: 4788.384277
	Iteration 6F: 3 clusters Score -2348762 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2349207.000000 Penalty: 4788.384277
	Iteration 7Q: 3 clusters Score -2349207 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2349661.000000 Penalty: 4788.384277
	Iteration 8Q: 3 clusters Score -2349661 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2350109.000000 Penalty: 4788.384277
	Iteration 9Q: 3 clusters Score -2350109 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2350513.000000 Penalty: 4788.384277
	Iteration 10Q: 3 clusters Score -2350513 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2350854.500000 Penalty: 4788.384277
	Iteration 11Q: 3 clusters Score -2350854 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2351107.000000 Penalty: 4788.384277
	Iteration 12Q: 3 clusters Score -2351107 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2351304.750000 Penalty: 4788.384277
	Iteration 13Q: 3 clusters Score -2351305 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2351462.750000 Penalty: 4788.384277
	Iteration 14Q: 3 clusters Score -2351463 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2351574.000000 Penalty: 4788.384277
	Iteration 15Q: 3 clusters Score -2351574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2351659.250000 Penalty: 4788.384277
	Iteration 16Q: 3 clusters Score -2351659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2351742.500000 Penalty: 4788.384277
	Iteration 17Q: 3 clusters Score -2351742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2351818.250000 Penalty: 4788.384277
	Iteration 18Q: 3 clusters Score -2351818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2351904.250000 Penalty: 4788.384277
	Iteration 19Q: 3 clusters Score -2351904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2351996.500000 Penalty: 4788.384277
	Iteration 20F: 3 clusters Score -2351996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2352069.250000 Penalty: 4788.384277
	Iteration 21Q: 3 clusters Score -2352069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2352106.250000 Penalty: 4788.384277
	Iteration 22Q: 3 clusters Score -2352106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2352125.750000 Penalty: 4788.384277
	Iteration 23Q: 3 clusters Score -2352126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2352132.750000 Penalty: 4788.384277
	Iteration 24Q: 3 clusters Score -2352133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2352138.750000 Penalty: 4788.384277
	Iteration 25Q: 3 clusters Score -2352139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2352138.250000 Penalty: 4788.384277
	Iteration 26Q: 3 clusters Score -2352138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2352138.250000 Penalty: 4788.384277
	Iteration 27F: 3 clusters Score -2352138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Entering Unmasked Estep 
Score: -2323684.750000 Penalty: 2388.932861
	Iteration 0F: 2 clusters Score -2323685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2312707.250000 Penalty: 4777.865723
	Iteration 0F: 3 clusters Score -2312707 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2316266.000000 Penalty: 4777.865723
	Iteration 1F: 3 clusters Score -2316266 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2316858.500000 Penalty: 4777.865723
	Iteration 2F: 3 clusters Score -2316858 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2317494.500000 Penalty: 4777.865723
	Iteration 3F: 3 clusters Score -2317494 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2318232.250000 Penalty: 4777.865723
	Iteration 4F: 3 clusters Score -2318232 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2319030.000000 Penalty: 4777.865723
	Iteration 5F: 3 clusters Score -2319030 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2319804.000000 Penalty: 4777.865723
	Iteration 6F: 3 clusters Score -2319804 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2320347.250000 Penalty: 4777.865723
	Iteration 7F: 3 clusters Score -2320347 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2320686.250000 Penalty: 4777.865723
	Iteration 8Q: 3 clusters Score -2320686 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2320935.000000 Penalty: 4777.865723
	Iteration 9Q: 3 clusters Score -2320935 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2321141.500000 Penalty: 4777.865723
	Iteration 10Q: 3 clusters Score -2321142 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2321297.000000 Penalty: 4777.865723
	Iteration 11Q: 3 clusters Score -2321297 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2321401.000000 Penalty: 4777.865723
	Iteration 12Q: 3 clusters Score -2321401 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2321483.250000 Penalty: 4777.865723
	Iteration 13Q: 3 clusters Score -2321483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2321538.000000 Penalty: 4777.865723
	Iteration 14Q: 3 clusters Score -2321538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2321612.500000 Penalty: 4777.865723
	Iteration 15Q: 3 clusters Score -2321612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2321673.250000 Penalty: 4777.865723
	Iteration 16Q: 3 clusters Score -2321673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2321716.750000 Penalty: 4777.865723
	Iteration 17Q: 3 clusters Score -2321717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2321764.250000 Penalty: 4777.865723
	Iteration 18Q: 3 clusters Score -2321764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2321802.500000 Penalty: 4777.865723
	Iteration 19Q: 3 clusters Score -2321802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2321840.250000 Penalty: 4777.865723
	Iteration 20F: 3 clusters Score -2321840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2321875.250000 Penalty: 4777.865723
	Iteration 21Q: 3 clusters Score -2321875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2321897.500000 Penalty: 4777.865723
	Iteration 22Q: 3 clusters Score -2321898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2321916.250000 Penalty: 4777.865723
	Iteration 23Q: 3 clusters Score -2321916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2321926.750000 Penalty: 4777.865723
	Iteration 24Q: 3 clusters Score -2321927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2321934.250000 Penalty: 4777.865723
	Iteration 25Q: 3 clusters Score -2321934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2321945.000000 Penalty: 4777.865723
	Iteration 26Q: 3 clusters Score -2321945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2321956.750000 Penalty: 4777.865723
	Iteration 27Q: 3 clusters Score -2321957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2321964.500000 Penalty: 4777.865723
	Iteration 28Q: 3 clusters Score -2321964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2321975.500000 Penalty: 4777.865723
	Iteration 29Q: 3 clusters Score -2321976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2321988.000000 Penalty: 4777.865723
	Iteration 30Q: 3 clusters Score -2321988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2321988.250000 Penalty: 4777.865723
	Iteration 31Q: 3 clusters Score -2321988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2321993.500000 Penalty: 4777.865723
	Iteration 32Q: 3 clusters Score -2321994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2321996.250000 Penalty: 4777.865723
	Iteration 33Q: 3 clusters Score -2321996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2322004.750000 Penalty: 4777.865723
	Iteration 34Q: 3 clusters Score -2322005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2322010.000000 Penalty: 4777.865723
	Iteration 35Q: 3 clusters Score -2322010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2322010.500000 Penalty: 4777.865723
	Iteration 36Q: 3 clusters Score -2322010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2322010.750000 Penalty: 4777.865723
	Iteration 37Q: 3 clusters Score -2322011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2322012.500000 Penalty: 4777.865723
	Iteration 38Q: 3 clusters Score -2322012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2322012.000000 Penalty: 4777.865723
	Iteration 39Q: 3 clusters Score -2322012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2322012.000000 Penalty: 4777.865723
	Iteration 40F: 3 clusters Score -2322012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Entering Unmasked Estep 
Score: -3938998.500000 Penalty: 2520.844971
	Iteration 0F: 2 clusters Score -3938998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3921017.750000 Penalty: 5041.689941
	Iteration 0F: 3 clusters Score -3921018 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3927381.500000 Penalty: 5041.689941
	Iteration 1F: 3 clusters Score -3927382 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3927875.250000 Penalty: 5041.689941
	Iteration 2F: 3 clusters Score -3927875 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -3928305.000000 Penalty: 5041.689941
	Iteration 3Q: 3 clusters Score -3928305 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3928720.000000 Penalty: 5041.689941
	Iteration 4Q: 3 clusters Score -3928720 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3929178.250000 Penalty: 5041.689941
	Iteration 5Q: 3 clusters Score -3929178 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3929698.250000 Penalty: 5041.689941
	Iteration 6Q: 3 clusters Score -3929698 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3930399.500000 Penalty: 5041.689941
	Iteration 7Q: 3 clusters Score -3930400 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3931167.000000 Penalty: 5041.689941
	Iteration 8Q: 3 clusters Score -3931167 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3932009.750000 Penalty: 5041.689941
	Iteration 9Q: 3 clusters Score -3932010 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3932808.750000 Penalty: 5041.689941
	Iteration 10Q: 3 clusters Score -3932809 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3933491.000000 Penalty: 5041.689941
	Iteration 11Q: 3 clusters Score -3933491 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3934078.000000 Penalty: 5041.689941
	Iteration 12Q: 3 clusters Score -3934078 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3934529.500000 Penalty: 5041.689941
	Iteration 13Q: 3 clusters Score -3934530 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3934859.500000 Penalty: 5041.689941
	Iteration 14Q: 3 clusters Score -3934860 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3935184.500000 Penalty: 5041.689941
	Iteration 15Q: 3 clusters Score -3935184 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3935468.750000 Penalty: 5041.689941
	Iteration 16Q: 3 clusters Score -3935469 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3935709.000000 Penalty: 5041.689941
	Iteration 17Q: 3 clusters Score -3935709 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3935913.500000 Penalty: 5041.689941
	Iteration 18Q: 3 clusters Score -3935914 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3936079.250000 Penalty: 5041.689941
	Iteration 19Q: 3 clusters Score -3936079 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3936224.250000 Penalty: 5041.689941
	Iteration 20F: 3 clusters Score -3936224 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3936331.250000 Penalty: 5041.689941
	Iteration 21Q: 3 clusters Score -3936331 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3936448.500000 Penalty: 5041.689941
	Iteration 22Q: 3 clusters Score -3936448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3936533.000000 Penalty: 5041.689941
	Iteration 23Q: 3 clusters Score -3936533 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3936611.500000 Penalty: 5041.689941
	Iteration 24Q: 3 clusters Score -3936612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3936667.000000 Penalty: 5041.689941
	Iteration 25Q: 3 clusters Score -3936667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3936722.250000 Penalty: 5041.689941
	Iteration 26Q: 3 clusters Score -3936722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3936760.500000 Penalty: 5041.689941
	Iteration 27Q: 3 clusters Score -3936760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3936803.000000 Penalty: 5041.689941
	Iteration 28Q: 3 clusters Score -3936803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3936837.250000 Penalty: 5041.689941
	Iteration 29Q: 3 clusters Score -3936837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3936847.500000 Penalty: 5041.689941
	Iteration 30Q: 3 clusters Score -3936848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3936865.250000 Penalty: 5041.689941
	Iteration 31Q: 3 clusters Score -3936865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3936870.000000 Penalty: 5041.689941
	Iteration 32Q: 3 clusters Score -3936870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3936871.250000 Penalty: 5041.689941
	Iteration 33Q: 3 clusters Score -3936871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3936876.500000 Penalty: 5041.689941
	Iteration 34Q: 3 clusters Score -3936876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3936883.250000 Penalty: 5041.689941
	Iteration 35Q: 3 clusters Score -3936883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3936882.500000 Penalty: 5041.689941
	Iteration 36Q: 3 clusters Score -3936882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3936887.750000 Penalty: 5041.689941
	Iteration 37Q: 3 clusters Score -3936888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3936892.500000 Penalty: 5041.689941
	Iteration 38Q: 3 clusters Score -3936892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3936897.000000 Penalty: 5041.689941
	Iteration 39Q: 3 clusters Score -3936897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3936895.000000 Penalty: 5041.689941
	Iteration 40F: 3 clusters Score -3936895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3936900.750000 Penalty: 5041.689941
	Iteration 41Q: 3 clusters Score -3936901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3936905.000000 Penalty: 5041.689941
	Iteration 42Q: 3 clusters Score -3936905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3936901.250000 Penalty: 5041.689941
	Iteration 43Q: 3 clusters Score -3936901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3936904.750000 Penalty: 5041.689941
	Iteration 44Q: 3 clusters Score -3936905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3936907.250000 Penalty: 5041.689941
	Iteration 45Q: 3 clusters Score -3936907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3936916.000000 Penalty: 5041.689941
	Iteration 46Q: 3 clusters Score -3936916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3936916.500000 Penalty: 5041.689941
	Iteration 47Q: 3 clusters Score -3936916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3936918.000000 Penalty: 5041.689941
	Iteration 48Q: 3 clusters Score -3936918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3936924.250000 Penalty: 5041.689941
	Iteration 49Q: 3 clusters Score -3936924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3936929.500000 Penalty: 5041.689941
	Iteration 50Q: 3 clusters Score -3936930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3936931.250000 Penalty: 5041.689941
	Iteration 51Q: 3 clusters Score -3936931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3936932.250000 Penalty: 5041.689941
	Iteration 52Q: 3 clusters Score -3936932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3936933.500000 Penalty: 5041.689941
	Iteration 53Q: 3 clusters Score -3936934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3936934.000000 Penalty: 5041.689941
	Iteration 54Q: 3 clusters Score -3936934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3936932.750000 Penalty: 5041.689941
	Iteration 55Q: 3 clusters Score -3936933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3936936.250000 Penalty: 5041.689941
	Iteration 56Q: 3 clusters Score -3936936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3936936.250000 Penalty: 5041.689941
	Iteration 57F: 3 clusters Score -3936936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -275894.812500 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -275894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -273387.125000 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -273387.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -273820.562500 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -273820.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -273988.656250 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -273988.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274108.000000 Penalty: 3736.446777
	Iteration 3F: 3 clusters Score -274108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -274237.625000 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -274237.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -274372.531250 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -274372.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -274499.000000 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -274499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -274622.093750 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -274622.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -274744.531250 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -274744.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -274834.750000 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -274834.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -274874.343750 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -274874.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274899.031250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -274899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -274913.593750 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -274913.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274919.406250 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -274919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274925.156250 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -274925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -274927.812500 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -274927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274929.843750 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -274929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274934.218750 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -274934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274938.187500 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -274938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -274939.656250 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -274939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -274940.750000 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -274940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274941.593750 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -274941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274941.593750 Penalty: 3736.446777
	Iteration 22F: 3 clusters Score -274941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -33357.781250 Penalty: 1406.130493
	Iteration 0F: 2 clusters Score -33357.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32194.777344 Penalty: 2812.260986
	Iteration 0F: 3 clusters Score -32194.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32346.353516 Penalty: 2812.260986
	Iteration 1F: 3 clusters Score -32346.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32488.160156 Penalty: 2812.260986
	Iteration 2F: 3 clusters Score -32488.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32577.886719 Penalty: 2812.260986
	Iteration 3Q: 3 clusters Score -32577.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32616.669922 Penalty: 2812.260986
	Iteration 4Q: 3 clusters Score -32616.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32655.808594 Penalty: 2812.260986
	Iteration 5Q: 3 clusters Score -32655.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32729.533203 Penalty: 2812.260986
	Iteration 6Q: 3 clusters Score -32729.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32742.533203 Penalty: 2812.260986
	Iteration 7Q: 3 clusters Score -32742.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32751.703125 Penalty: 2812.260986
	Iteration 8Q: 3 clusters Score -32751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32777.503906 Penalty: 2812.260986
	Iteration 9Q: 3 clusters Score -32777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32806.851562 Penalty: 2812.260986
	Iteration 10Q: 3 clusters Score -32806.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32807.886719 Penalty: 2812.260986
	Iteration 11Q: 3 clusters Score -32807.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32809.199219 Penalty: 2812.260986
	Iteration 12F: 3 clusters Score -32809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32961.093750 Penalty: 2812.260986
	Iteration 13Q: 3 clusters Score -32961.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32978.265625 Penalty: 2812.260986
	Iteration 14Q: 3 clusters Score -32978.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32980.699219 Penalty: 2812.260986
	Iteration 15Q: 3 clusters Score -32980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32980.699219 Penalty: 2812.260986
	Iteration 16F: 3 clusters Score -32980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Entering Unmasked Estep 
Score: -1592288.125000 Penalty: 2296.759766
	Iteration 0F: 2 clusters Score -1592288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1584157.750000 Penalty: 4593.519531
	Iteration 0F: 3 clusters Score -1584158 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1586566.625000 Penalty: 4593.519531
	Iteration 1F: 3 clusters Score -1586567 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1586912.875000 Penalty: 4593.519531
	Iteration 2F: 3 clusters Score -1586913 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1587197.375000 Penalty: 4593.519531
	Iteration 3F: 3 clusters Score -1587197 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1587463.125000 Penalty: 4593.519531
	Iteration 4Q: 3 clusters Score -1587463 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1587762.375000 Penalty: 4593.519531
	Iteration 5Q: 3 clusters Score -1587762 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1588074.375000 Penalty: 4593.519531
	Iteration 6Q: 3 clusters Score -1588074 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1588417.750000 Penalty: 4593.519531
	Iteration 7Q: 3 clusters Score -1588418 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1588774.750000 Penalty: 4593.519531
	Iteration 8Q: 3 clusters Score -1588775 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1589128.000000 Penalty: 4593.519531
	Iteration 9Q: 3 clusters Score -1589128 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1589444.375000 Penalty: 4593.519531
	Iteration 10Q: 3 clusters Score -1589444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1589669.375000 Penalty: 4593.519531
	Iteration 11Q: 3 clusters Score -1589669 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1589833.375000 Penalty: 4593.519531
	Iteration 12Q: 3 clusters Score -1589833 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1589944.875000 Penalty: 4593.519531
	Iteration 13Q: 3 clusters Score -1589945 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1590054.125000 Penalty: 4593.519531
	Iteration 14Q: 3 clusters Score -1590054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1590167.375000 Penalty: 4593.519531
	Iteration 15Q: 3 clusters Score -1590167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1590243.125000 Penalty: 4593.519531
	Iteration 16Q: 3 clusters Score -1590243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1590302.000000 Penalty: 4593.519531
	Iteration 17Q: 3 clusters Score -1590302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1590353.625000 Penalty: 4593.519531
	Iteration 18Q: 3 clusters Score -1590354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1590396.250000 Penalty: 4593.519531
	Iteration 19Q: 3 clusters Score -1590396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1590435.125000 Penalty: 4593.519531
	Iteration 20F: 3 clusters Score -1590435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1590465.500000 Penalty: 4593.519531
	Iteration 21Q: 3 clusters Score -1590466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1590494.750000 Penalty: 4593.519531
	Iteration 22Q: 3 clusters Score -1590495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1590519.250000 Penalty: 4593.519531
	Iteration 23Q: 3 clusters Score -1590519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1590537.375000 Penalty: 4593.519531
	Iteration 24Q: 3 clusters Score -1590537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1590548.625000 Penalty: 4593.519531
	Iteration 25Q: 3 clusters Score -1590549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1590557.750000 Penalty: 4593.519531
	Iteration 26Q: 3 clusters Score -1590558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1590563.375000 Penalty: 4593.519531
	Iteration 27Q: 3 clusters Score -1590563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1590564.250000 Penalty: 4593.519531
	Iteration 28Q: 3 clusters Score -1590564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1590571.500000 Penalty: 4593.519531
	Iteration 29Q: 3 clusters Score -1590572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1590577.375000 Penalty: 4593.519531
	Iteration 30Q: 3 clusters Score -1590577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1590578.500000 Penalty: 4593.519531
	Iteration 31Q: 3 clusters Score -1590578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1590578.500000 Penalty: 4593.519531
	Iteration 32Q: 3 clusters Score -1590578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1590579.500000 Penalty: 4593.519531
	Iteration 33Q: 3 clusters Score -1590580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1590580.625000 Penalty: 4593.519531
	Iteration 34Q: 3 clusters Score -1590581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1590579.000000 Penalty: 4593.519531
	Iteration 35Q: 3 clusters Score -1590579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1590579.000000 Penalty: 4593.519531
	Iteration 36F: 3 clusters Score -1590579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Entering Unmasked Estep 
Score: -2541126.250000 Penalty: 2407.075684
	Iteration 0F: 2 clusters Score -2541126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2529332.500000 Penalty: 4814.151367
	Iteration 0F: 3 clusters Score -2529332 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2533252.500000 Penalty: 4814.151367
	Iteration 1F: 3 clusters Score -2533252 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2533637.250000 Penalty: 4814.151367
	Iteration 2F: 3 clusters Score -2533637 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2533877.500000 Penalty: 4814.151367
	Iteration 3Q: 3 clusters Score -2533878 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2534064.750000 Penalty: 4814.151367
	Iteration 4Q: 3 clusters Score -2534065 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2534228.750000 Penalty: 4814.151367
	Iteration 5Q: 3 clusters Score -2534229 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2534402.250000 Penalty: 4814.151367
	Iteration 6Q: 3 clusters Score -2534402 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2534576.250000 Penalty: 4814.151367
	Iteration 7Q: 3 clusters Score -2534576 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2534781.250000 Penalty: 4814.151367
	Iteration 8Q: 3 clusters Score -2534781 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2535006.000000 Penalty: 4814.151367
	Iteration 9Q: 3 clusters Score -2535006 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2535250.250000 Penalty: 4814.151367
	Iteration 10Q: 3 clusters Score -2535250 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2535555.750000 Penalty: 4814.151367
	Iteration 11Q: 3 clusters Score -2535556 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2535983.250000 Penalty: 4814.151367
	Iteration 12Q: 3 clusters Score -2535983 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2536447.000000 Penalty: 4814.151367
	Iteration 13Q: 3 clusters Score -2536447 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2536978.000000 Penalty: 4814.151367
	Iteration 14Q: 3 clusters Score -2536978 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2537520.750000 Penalty: 4814.151367
	Iteration 15Q: 3 clusters Score -2537521 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2538005.750000 Penalty: 4814.151367
	Iteration 16Q: 3 clusters Score -2538006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2538338.750000 Penalty: 4814.151367
	Iteration 17Q: 3 clusters Score -2538339 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2538611.250000 Penalty: 4814.151367
	Iteration 18Q: 3 clusters Score -2538611 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2538766.000000 Penalty: 4814.151367
	Iteration 19Q: 3 clusters Score -2538766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2538856.750000 Penalty: 4814.151367
	Iteration 20F: 3 clusters Score -2538857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2538927.500000 Penalty: 4814.151367
	Iteration 21Q: 3 clusters Score -2538928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2538981.750000 Penalty: 4814.151367
	Iteration 22Q: 3 clusters Score -2538982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2539013.250000 Penalty: 4814.151367
	Iteration 23Q: 3 clusters Score -2539013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2539039.500000 Penalty: 4814.151367
	Iteration 24Q: 3 clusters Score -2539040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2539053.750000 Penalty: 4814.151367
	Iteration 25Q: 3 clusters Score -2539054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2539070.500000 Penalty: 4814.151367
	Iteration 26Q: 3 clusters Score -2539070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2539083.750000 Penalty: 4814.151367
	Iteration 27Q: 3 clusters Score -2539084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2539098.000000 Penalty: 4814.151367
	Iteration 28Q: 3 clusters Score -2539098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2539110.750000 Penalty: 4814.151367
	Iteration 29Q: 3 clusters Score -2539111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2539117.000000 Penalty: 4814.151367
	Iteration 30Q: 3 clusters Score -2539117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2539123.750000 Penalty: 4814.151367
	Iteration 31Q: 3 clusters Score -2539124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2539126.500000 Penalty: 4814.151367
	Iteration 32Q: 3 clusters Score -2539126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2539129.500000 Penalty: 4814.151367
	Iteration 33Q: 3 clusters Score -2539130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2539129.250000 Penalty: 4814.151367
	Iteration 34Q: 3 clusters Score -2539129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2539129.250000 Penalty: 4814.151367
	Iteration 35F: 3 clusters Score -2539129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -402839.531250 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -402839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -399681.125000 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -399681.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -400340.593750 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -400340.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -400569.312500 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -400569.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -400758.031250 Penalty: 3934.095459
	Iteration 3F: 3 clusters Score -400758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -400948.000000 Penalty: 3934.095459
	Iteration 4Q: 3 clusters Score -400948 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -401236.187500 Penalty: 3934.095459
	Iteration 5F: 3 clusters Score -401236.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -401686.062500 Penalty: 3934.095459
	Iteration 6F: 3 clusters Score -401686.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -402093.937500 Penalty: 3934.095459
	Iteration 7F: 3 clusters Score -402093.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -402353.781250 Penalty: 3934.095459
	Iteration 8F: 3 clusters Score -402353.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -402474.687500 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -402474.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -402536.812500 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -402536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402564.406250 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -402564.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -402579.718750 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -402579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -402590.656250 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -402590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -402599.281250 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -402599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -402604.406250 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -402604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -402608.312500 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -402608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -402611.375000 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -402611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -402613.687500 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -402613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -402617.937500 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -402617.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -402619.906250 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -402619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -402622.500000 Penalty: 3934.095459
	Iteration 21Q: 3 clusters Score -402622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -402622.500000 Penalty: 3934.095459
	Iteration 22F: 3 clusters Score -402622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -735705.625000 Penalty: 2113.451660
	Iteration 0F: 2 clusters Score -735705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -731172.562500 Penalty: 4226.903320
	Iteration 0F: 3 clusters Score -731172.6 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -732356.750000 Penalty: 4226.903320
	Iteration 1F: 3 clusters Score -732356.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -732690.000000 Penalty: 4226.903320
	Iteration 2F: 3 clusters Score -732690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -732990.125000 Penalty: 4226.903320
	Iteration 3F: 3 clusters Score -732990.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -733361.500000 Penalty: 4226.903320
	Iteration 4F: 3 clusters Score -733361.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -733887.562500 Penalty: 4226.903320
	Iteration 5F: 3 clusters Score -733887.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -734473.125000 Penalty: 4226.903320
	Iteration 6F: 3 clusters Score -734473.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -734915.000000 Penalty: 4226.903320
	Iteration 7F: 3 clusters Score -734915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -735148.250000 Penalty: 4226.903320
	Iteration 8Q: 3 clusters Score -735148.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -735256.812500 Penalty: 4226.903320
	Iteration 9Q: 3 clusters Score -735256.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -735327.312500 Penalty: 4226.903320
	Iteration 10Q: 3 clusters Score -735327.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -735375.812500 Penalty: 4226.903320
	Iteration 11Q: 3 clusters Score -735375.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -735394.125000 Penalty: 4226.903320
	Iteration 12Q: 3 clusters Score -735394.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -735402.000000 Penalty: 4226.903320
	Iteration 13Q: 3 clusters Score -735402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -735407.125000 Penalty: 4226.903320
	Iteration 14Q: 3 clusters Score -735407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -735408.812500 Penalty: 4226.903320
	Iteration 15Q: 3 clusters Score -735408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -735410.937500 Penalty: 4226.903320
	Iteration 16Q: 3 clusters Score -735410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -735412.687500 Penalty: 4226.903320
	Iteration 17Q: 3 clusters Score -735412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -735413.000000 Penalty: 4226.903320
	Iteration 18Q: 3 clusters Score -735413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -735412.250000 Penalty: 4226.903320
	Iteration 19Q: 3 clusters Score -735412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -735412.250000 Penalty: 4226.903320
	Iteration 20F: 3 clusters Score -735412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Entering Unmasked Estep 
Score: -5690195.500000 Penalty: 2613.778564
	Iteration 0F: 2 clusters Score -5690196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5664822.000000 Penalty: 5227.557129
	Iteration 0F: 3 clusters Score -5664822 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -5674054.500000 Penalty: 5227.557129
	Iteration 1F: 3 clusters Score -5674054 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5674437.500000 Penalty: 5227.557129
	Iteration 2Q: 3 clusters Score -5674438 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5674759.500000 Penalty: 5227.557129
	Iteration 3Q: 3 clusters Score -5674760 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -5675076.500000 Penalty: 5227.557129
	Iteration 4Q: 3 clusters Score -5675076 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -5675324.500000 Penalty: 5227.557129
	Iteration 5Q: 3 clusters Score -5675324 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5675613.000000 Penalty: 5227.557129
	Iteration 6Q: 3 clusters Score -5675613 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5675947.000000 Penalty: 5227.557129
	Iteration 7Q: 3 clusters Score -5675947 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -5676416.500000 Penalty: 5227.557129
	Iteration 8Q: 3 clusters Score -5676416 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5677146.500000 Penalty: 5227.557129
	Iteration 9Q: 3 clusters Score -5677146 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5678271.500000 Penalty: 5227.557129
	Iteration 10F: 3 clusters Score -5678272 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -5680066.000000 Penalty: 5227.557129
	Iteration 11F: 3 clusters Score -5680066 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -5682455.000000 Penalty: 5227.557129
	Iteration 12F: 3 clusters Score -5682455 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5685054.500000 Penalty: 5227.557129
	Iteration 13F: 3 clusters Score -5685054 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5686881.500000 Penalty: 5227.557129
	Iteration 14F: 3 clusters Score -5686882 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5687938.000000 Penalty: 5227.557129
	Iteration 15Q: 3 clusters Score -5687938 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5688556.500000 Penalty: 5227.557129
	Iteration 16Q: 3 clusters Score -5688556 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5688922.500000 Penalty: 5227.557129
	Iteration 17Q: 3 clusters Score -5688922 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5689113.000000 Penalty: 5227.557129
	Iteration 18Q: 3 clusters Score -5689113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5689200.000000 Penalty: 5227.557129
	Iteration 19Q: 3 clusters Score -5689200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5689220.000000 Penalty: 5227.557129
	Iteration 20F: 3 clusters Score -5689220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5689234.500000 Penalty: 5227.557129
	Iteration 21Q: 3 clusters Score -5689234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5689235.000000 Penalty: 5227.557129
	Iteration 22Q: 3 clusters Score -5689235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5689244.500000 Penalty: 5227.557129
	Iteration 23Q: 3 clusters Score -5689244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5689255.500000 Penalty: 5227.557129
	Iteration 24Q: 3 clusters Score -5689256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5689257.000000 Penalty: 5227.557129
	Iteration 25Q: 3 clusters Score -5689257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5689247.500000 Penalty: 5227.557129
	Iteration 26Q: 3 clusters Score -5689248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5689249.000000 Penalty: 5227.557129
	Iteration 27Q: 3 clusters Score -5689249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5689247.000000 Penalty: 5227.557129
	Iteration 28Q: 3 clusters Score -5689247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5689248.000000 Penalty: 5227.557129
	Iteration 29Q: 3 clusters Score -5689248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5689247.000000 Penalty: 5227.557129
	Iteration 30Q: 3 clusters Score -5689247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5689247.000000 Penalty: 5227.557129
	Iteration 31F: 3 clusters Score -5689247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159766 members 
Entering Unmasked Estep 
Score: -24564398.000000 Penalty: 2971.403320
	Iteration 0F: 2 clusters Score -2.45644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -24465452.000000 Penalty: 5942.806641
	Iteration 0F: 3 clusters Score -2.446545e+07 nChanged 76274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -24510374.000000 Penalty: 5942.806641
	Iteration 1F: 3 clusters Score -2.451037e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -24512270.000000 Penalty: 5942.806641
	Iteration 2Q: 3 clusters Score -2.451227e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -24515496.000000 Penalty: 5942.806641
	Iteration 3Q: 3 clusters Score -2.45155e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -24520732.000000 Penalty: 5942.806641
	Iteration 4F: 3 clusters Score -2.452073e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -24528330.000000 Penalty: 5942.806641
	Iteration 5F: 3 clusters Score -2.452833e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75163 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -24537822.000000 Penalty: 5942.806641
	Iteration 6F: 3 clusters Score -2.453782e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -24546818.000000 Penalty: 5942.806641
	Iteration 7F: 3 clusters Score -2.454682e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -24552462.000000 Penalty: 5942.806641
	Iteration 8F: 3 clusters Score -2.455246e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 93355 members 
Entering Unmasked Estep 
Score: -24555050.000000 Penalty: 5942.806641
	Iteration 9Q: 3 clusters Score -2.455505e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -24556660.000000 Penalty: 5942.806641
	Iteration 10Q: 3 clusters Score -2.455666e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -24558168.000000 Penalty: 5942.806641
	Iteration 11Q: 3 clusters Score -2.455817e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -24559668.000000 Penalty: 5942.806641
	Iteration 12Q: 3 clusters Score -2.455967e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -24560742.000000 Penalty: 5942.806641
	Iteration 13Q: 3 clusters Score -2.456074e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -24561588.000000 Penalty: 5942.806641
	Iteration 14Q: 3 clusters Score -2.456159e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -24562024.000000 Penalty: 5942.806641
	Iteration 15Q: 3 clusters Score -2.456202e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -24562628.000000 Penalty: 5942.806641
	Iteration 16Q: 3 clusters Score -2.456263e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -24563304.000000 Penalty: 5942.806641
	Iteration 17Q: 3 clusters Score -2.45633e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 119332 members 
Entering Unmasked Estep 
Score: -24563588.000000 Penalty: 5942.806641
	Iteration 18Q: 3 clusters Score -2.456359e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 122439 members 
Entering Unmasked Estep 
Score: -24563874.000000 Penalty: 5942.806641
	Iteration 19Q: 3 clusters Score -2.456387e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -24564082.000000 Penalty: 5942.806641
	Iteration 20F: 3 clusters Score -2.456408e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 129287 members 
Entering Unmasked Estep 
Score: -24563980.000000 Penalty: 5942.806641
	Iteration 21Q: 3 clusters Score -2.456398e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -24564132.000000 Penalty: 5942.806641
	Iteration 22Q: 3 clusters Score -2.456413e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -24563948.000000 Penalty: 5942.806641
	Iteration 23Q: 3 clusters Score -2.456395e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 139457 members 
Entering Unmasked Estep 
Score: -24563744.000000 Penalty: 5942.806641
	Iteration 24Q: 3 clusters Score -2.456374e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 142438 members 
Entering Unmasked Estep 
Score: -24563618.000000 Penalty: 5942.806641
	Iteration 25Q: 3 clusters Score -2.456362e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 145139 members 
Entering Unmasked Estep 
Score: -24563292.000000 Penalty: 5942.806641
	Iteration 26Q: 3 clusters Score -2.456329e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -24563086.000000 Penalty: 5942.806641
	Iteration 27Q: 3 clusters Score -2.456309e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -24562850.000000 Penalty: 5942.806641
	Iteration 28Q: 3 clusters Score -2.456285e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 151128 members 
Entering Unmasked Estep 
Score: -24562826.000000 Penalty: 5942.806641
	Iteration 29Q: 3 clusters Score -2.456283e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -24562680.000000 Penalty: 5942.806641
	Iteration 30Q: 3 clusters Score -2.456268e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 153355 members 
Entering Unmasked Estep 
Score: -24562560.000000 Penalty: 5942.806641
	Iteration 31Q: 3 clusters Score -2.456256e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 154146 members 
Entering Unmasked Estep 
Score: -24562504.000000 Penalty: 5942.806641
	Iteration 32Q: 3 clusters Score -2.45625e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 154809 members 
Entering Unmasked Estep 
Score: -24562468.000000 Penalty: 5942.806641
	Iteration 33Q: 3 clusters Score -2.456247e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 155361 members 
Entering Unmasked Estep 
Score: -24562388.000000 Penalty: 5942.806641
	Iteration 34Q: 3 clusters Score -2.456239e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -24562444.000000 Penalty: 5942.806641
	Iteration 35Q: 3 clusters Score -2.456244e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -24562478.000000 Penalty: 5942.806641
	Iteration 36Q: 3 clusters Score -2.456248e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -24562472.000000 Penalty: 5942.806641
	Iteration 37Q: 3 clusters Score -2.456247e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -24562432.000000 Penalty: 5942.806641
	Iteration 38Q: 3 clusters Score -2.456243e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -24562434.000000 Penalty: 5942.806641
	Iteration 39Q: 3 clusters Score -2.456243e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -24562540.000000 Penalty: 5942.806641
	Iteration 40F: 3 clusters Score -2.456254e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 157602 members 
Entering Unmasked Estep 
Score: -24562472.000000 Penalty: 5942.806641
	Iteration 41Q: 3 clusters Score -2.456247e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -24562398.000000 Penalty: 5942.806641
	Iteration 42Q: 3 clusters Score -2.45624e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -24562308.000000 Penalty: 5942.806641
	Iteration 43Q: 3 clusters Score -2.456231e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 158382 members 
Entering Unmasked Estep 
Score: -24562284.000000 Penalty: 5942.806641
	Iteration 44Q: 3 clusters Score -2.456228e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -24562284.000000 Penalty: 5942.806641
	Iteration 45Q: 3 clusters Score -2.456228e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 158649 members 
Entering Unmasked Estep 
Score: -24562322.000000 Penalty: 5942.806641
	Iteration 46Q: 3 clusters Score -2.456232e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 158749 members 
Entering Unmasked Estep 
Score: -24562326.000000 Penalty: 5942.806641
	Iteration 47Q: 3 clusters Score -2.456233e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -24562288.000000 Penalty: 5942.806641
	Iteration 48Q: 3 clusters Score -2.456229e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -24562288.000000 Penalty: 5942.806641
	Iteration 49Q: 3 clusters Score -2.456229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -24562270.000000 Penalty: 5942.806641
	Iteration 50Q: 3 clusters Score -2.456227e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -24562224.000000 Penalty: 5942.806641
	Iteration 51Q: 3 clusters Score -2.456222e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -24562242.000000 Penalty: 5942.806641
	Iteration 52Q: 3 clusters Score -2.456224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -24562244.000000 Penalty: 5942.806641
	Iteration 53Q: 3 clusters Score -2.456224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -24562222.000000 Penalty: 5942.806641
	Iteration 54Q: 3 clusters Score -2.456222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -24562238.000000 Penalty: 5942.806641
	Iteration 55Q: 3 clusters Score -2.456224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -24562216.000000 Penalty: 5942.806641
	Iteration 56Q: 3 clusters Score -2.456222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 159053 members 
Entering Unmasked Estep 
Score: -24562232.000000 Penalty: 5942.806641
	Iteration 57Q: 3 clusters Score -2.456223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -24562222.000000 Penalty: 5942.806641
	Iteration 58Q: 3 clusters Score -2.456222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 159062 members 
Entering Unmasked Estep 
Score: -24562238.000000 Penalty: 5942.806641
	Iteration 59Q: 3 clusters Score -2.456224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 159063 members 
Entering Unmasked Estep 
Score: -24562250.000000 Penalty: 5942.806641
	Iteration 60F: 3 clusters Score -2.456225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -24562252.000000 Penalty: 5942.806641
	Iteration 61Q: 3 clusters Score -2.456225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -24562268.000000 Penalty: 5942.806641
	Iteration 62Q: 3 clusters Score -2.456227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -24562268.000000 Penalty: 5942.806641
	Iteration 63Q: 3 clusters Score -2.456227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -24562254.000000 Penalty: 5942.806641
	Iteration 64Q: 3 clusters Score -2.456225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 159075 members 
Entering Unmasked Estep 
Score: -24562272.000000 Penalty: 5942.806641
	Iteration 65Q: 3 clusters Score -2.456227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -24562274.000000 Penalty: 5942.806641
	Iteration 66Q: 3 clusters Score -2.456227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 159082 members 
Entering Unmasked Estep 
Score: -24562272.000000 Penalty: 5942.806641
	Iteration 67Q: 3 clusters Score -2.456227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -24562260.000000 Penalty: 5942.806641
	Iteration 68Q: 3 clusters Score -2.456226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 159085 members 
Entering Unmasked Estep 
Score: -24562268.000000 Penalty: 5942.806641
	Iteration 69Q: 3 clusters Score -2.456227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -24562258.000000 Penalty: 5942.806641
	Iteration 70Q: 3 clusters Score -2.456226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -24562264.000000 Penalty: 5942.806641
	Iteration 71Q: 3 clusters Score -2.456226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -24562256.000000 Penalty: 5942.806641
	Iteration 72Q: 3 clusters Score -2.456226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 159092 members 
Entering Unmasked Estep 
Score: -24562272.000000 Penalty: 5942.806641
	Iteration 73Q: 3 clusters Score -2.456227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -24562266.000000 Penalty: 5942.806641
	Iteration 74Q: 3 clusters Score -2.456227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -24562266.000000 Penalty: 5942.806641
	Iteration 75F: 3 clusters Score -2.456227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 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 329 members 
Entering Unmasked Estep 
Score: -86109.445312 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86109.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86385.976562 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86385.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86494.406250 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86494.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86620.429688 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -86620.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86818.250000 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -86818.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87049.187500 Penalty: 3198.649170
	Iteration 5F: 3 clusters Score -87049.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -87169.289062 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -87169.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87209.921875 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -87209.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87235.382812 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -87235.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -87242.398438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -87242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -87246.953125 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -87246.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -87257.554688 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -87257.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87267.656250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -87267.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87276.750000 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -87276.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87284.625000 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -87284.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87290.562500 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -87290.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87317.156250 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -87317.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87354.156250 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -87354.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87369.375000 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -87369.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87388.703125 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -87388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87400.031250 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -87400.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -705403.937500 Penalty: 2105.424805
	Iteration 0F: 2 clusters Score -705403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -701008.750000 Penalty: 4210.849609
	Iteration 0F: 3 clusters Score -701008.8 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -702191.875000 Penalty: 4210.849609
	Iteration 1F: 3 clusters Score -702191.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -702553.187500 Penalty: 4210.849609
	Iteration 2F: 3 clusters Score -702553.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -702788.312500 Penalty: 4210.849609
	Iteration 3F: 3 clusters Score -702788.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -702918.062500 Penalty: 4210.849609
	Iteration 4Q: 3 clusters Score -702918.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -702999.250000 Penalty: 4210.849609
	Iteration 5Q: 3 clusters Score -702999.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -703058.125000 Penalty: 4210.849609
	Iteration 6Q: 3 clusters Score -703058.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -703112.187500 Penalty: 4210.849609
	Iteration 7Q: 3 clusters Score -703112.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -703156.250000 Penalty: 4210.849609
	Iteration 8Q: 3 clusters Score -703156.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -703198.312500 Penalty: 4210.849609
	Iteration 9Q: 3 clusters Score -703198.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -703231.250000 Penalty: 4210.849609
	Iteration 10Q: 3 clusters Score -703231.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -703255.062500 Penalty: 4210.849609
	Iteration 11Q: 3 clusters Score -703255.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -703273.125000 Penalty: 4210.849609
	Iteration 12Q: 3 clusters Score -703273.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -703286.312500 Penalty: 4210.849609
	Iteration 13Q: 3 clusters Score -703286.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -703302.625000 Penalty: 4210.849609
	Iteration 14Q: 3 clusters Score -703302.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -703313.562500 Penalty: 4210.849609
	Iteration 15Q: 3 clusters Score -703313.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -703325.875000 Penalty: 4210.849609
	Iteration 16Q: 3 clusters Score -703325.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -703336.500000 Penalty: 4210.849609
	Iteration 17Q: 3 clusters Score -703336.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -703347.062500 Penalty: 4210.849609
	Iteration 18Q: 3 clusters Score -703347.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -703354.187500 Penalty: 4210.849609
	Iteration 19Q: 3 clusters Score -703354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -703363.062500 Penalty: 4210.849609
	Iteration 20F: 3 clusters Score -703363.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -703371.125000 Penalty: 4210.849609
	Iteration 21Q: 3 clusters Score -703371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -703378.062500 Penalty: 4210.849609
	Iteration 22Q: 3 clusters Score -703378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -703381.250000 Penalty: 4210.849609
	Iteration 23Q: 3 clusters Score -703381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -703384.437500 Penalty: 4210.849609
	Iteration 24Q: 3 clusters Score -703384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -703387.500000 Penalty: 4210.849609
	Iteration 25Q: 3 clusters Score -703387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -703392.937500 Penalty: 4210.849609
	Iteration 26Q: 3 clusters Score -703392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -703396.375000 Penalty: 4210.849609
	Iteration 27Q: 3 clusters Score -703396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -703398.312500 Penalty: 4210.849609
	Iteration 28Q: 3 clusters Score -703398.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -703403.125000 Penalty: 4210.849609
	Iteration 29Q: 3 clusters Score -703403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -703403.375000 Penalty: 4210.849609
	Iteration 30Q: 3 clusters Score -703403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -703404.937500 Penalty: 4210.849609
	Iteration 31Q: 3 clusters Score -703404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -703404.312500 Penalty: 4210.849609
	Iteration 32Q: 3 clusters Score -703404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -703403.937500 Penalty: 4210.849609
	Iteration 33Q: 3 clusters Score -703403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -703405.500000 Penalty: 4210.849609
	Iteration 34Q: 3 clusters Score -703405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -703405.500000 Penalty: 4210.849609
	Iteration 35F: 3 clusters Score -703405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -695885.312500 Penalty: 2095.383789
	Iteration 0F: 2 clusters Score -695885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -691544.750000 Penalty: 4190.767578
	Iteration 0F: 3 clusters Score -691544.8 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -692561.062500 Penalty: 4190.767578
	Iteration 1F: 3 clusters Score -692561.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -692762.875000 Penalty: 4190.767578
	Iteration 2F: 3 clusters Score -692762.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -692879.062500 Penalty: 4190.767578
	Iteration 3Q: 3 clusters Score -692879.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -692960.750000 Penalty: 4190.767578
	Iteration 4Q: 3 clusters Score -692960.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -693017.250000 Penalty: 4190.767578
	Iteration 5Q: 3 clusters Score -693017.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -693063.625000 Penalty: 4190.767578
	Iteration 6Q: 3 clusters Score -693063.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -693094.000000 Penalty: 4190.767578
	Iteration 7Q: 3 clusters Score -693094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -693113.250000 Penalty: 4190.767578
	Iteration 8Q: 3 clusters Score -693113.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -693136.375000 Penalty: 4190.767578
	Iteration 9Q: 3 clusters Score -693136.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -693163.687500 Penalty: 4190.767578
	Iteration 10Q: 3 clusters Score -693163.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -693196.187500 Penalty: 4190.767578
	Iteration 11Q: 3 clusters Score -693196.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -693233.812500 Penalty: 4190.767578
	Iteration 12Q: 3 clusters Score -693233.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -693268.062500 Penalty: 4190.767578
	Iteration 13Q: 3 clusters Score -693268.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -693291.625000 Penalty: 4190.767578
	Iteration 14Q: 3 clusters Score -693291.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -693321.937500 Penalty: 4190.767578
	Iteration 15Q: 3 clusters Score -693321.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -693354.125000 Penalty: 4190.767578
	Iteration 16Q: 3 clusters Score -693354.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -693395.687500 Penalty: 4190.767578
	Iteration 17Q: 3 clusters Score -693395.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -693434.125000 Penalty: 4190.767578
	Iteration 18Q: 3 clusters Score -693434.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -693475.812500 Penalty: 4190.767578
	Iteration 19Q: 3 clusters Score -693475.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -693525.562500 Penalty: 4190.767578
	Iteration 20F: 3 clusters Score -693525.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -693584.625000 Penalty: 4190.767578
	Iteration 21Q: 3 clusters Score -693584.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -693657.437500 Penalty: 4190.767578
	Iteration 22Q: 3 clusters Score -693657.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -693735.187500 Penalty: 4190.767578
	Iteration 23Q: 3 clusters Score -693735.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -693830.937500 Penalty: 4190.767578
	Iteration 24Q: 3 clusters Score -693830.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -693917.562500 Penalty: 4190.767578
	Iteration 25Q: 3 clusters Score -693917.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -694005.562500 Penalty: 4190.767578
	Iteration 26Q: 3 clusters Score -694005.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -694109.812500 Penalty: 4190.767578
	Iteration 27Q: 3 clusters Score -694109.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -694214.437500 Penalty: 4190.767578
	Iteration 28Q: 3 clusters Score -694214.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -694307.250000 Penalty: 4190.767578
	Iteration 29Q: 3 clusters Score -694307.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -694394.812500 Penalty: 4190.767578
	Iteration 30Q: 3 clusters Score -694394.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -694524.562500 Penalty: 4190.767578
	Iteration 31Q: 3 clusters Score -694524.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -694677.187500 Penalty: 4190.767578
	Iteration 32Q: 3 clusters Score -694677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -694809.062500 Penalty: 4190.767578
	Iteration 33Q: 3 clusters Score -694809.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -694887.312500 Penalty: 4190.767578
	Iteration 34Q: 3 clusters Score -694887.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -694929.937500 Penalty: 4190.767578
	Iteration 35Q: 3 clusters Score -694929.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -694943.250000 Penalty: 4190.767578
	Iteration 36Q: 3 clusters Score -694943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -694952.687500 Penalty: 4190.767578
	Iteration 37Q: 3 clusters Score -694952.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -694968.812500 Penalty: 4190.767578
	Iteration 38Q: 3 clusters Score -694968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -694981.875000 Penalty: 4190.767578
	Iteration 39Q: 3 clusters Score -694981.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -694989.812500 Penalty: 4190.767578
	Iteration 40F: 3 clusters Score -694989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -694994.625000 Penalty: 4190.767578
	Iteration 41Q: 3 clusters Score -694994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -694994.875000 Penalty: 4190.767578
	Iteration 42Q: 3 clusters Score -694994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -694994.687500 Penalty: 4190.767578
	Iteration 43Q: 3 clusters Score -694994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -694994.062500 Penalty: 4190.767578
	Iteration 44Q: 3 clusters Score -694994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -694996.187500 Penalty: 4190.767578
	Iteration 45Q: 3 clusters Score -694996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -694996.750000 Penalty: 4190.767578
	Iteration 46Q: 3 clusters Score -694996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -694997.062500 Penalty: 4190.767578
	Iteration 47Q: 3 clusters Score -694997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -694997.312500 Penalty: 4190.767578
	Iteration 48Q: 3 clusters Score -694997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -694997.312500 Penalty: 4190.767578
	Iteration 49F: 3 clusters Score -694997.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -284363.187500 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -284363.2 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 999 members 
Entering Unmasked Estep 
Score: -281808.125000 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -281808.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282631.218750 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -282631.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -282989.375000 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -282989.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283223.406250 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -283223.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283358.593750 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -283358.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283460.531250 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -283460.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283567.593750 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -283567.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283655.562500 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -283655.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283732.437500 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -283732.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283822.343750 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -283822.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283914.843750 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -283914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283971.531250 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -283971.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -284004.500000 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -284004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -284026.968750 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -284027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284035.843750 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -284035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284044.875000 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -284044.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -284050.593750 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -284050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284053.156250 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -284053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284053.562500 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -284053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284053.562500 Penalty: 3776.943359
	Iteration 19F: 3 clusters Score -284053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Entering Unmasked Estep 
Score: -6297044.500000 Penalty: 2633.853271
	Iteration 0F: 2 clusters Score -6297044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6268992.500000 Penalty: 5267.706543
	Iteration 0F: 3 clusters Score -6268992 nChanged 18999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6279673.500000 Penalty: 5267.706543
	Iteration 1F: 3 clusters Score -6279674 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6280483.000000 Penalty: 5267.706543
	Iteration 2Q: 3 clusters Score -6280483 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6281599.500000 Penalty: 5267.706543
	Iteration 3F: 3 clusters Score -6281600 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6283333.000000 Penalty: 5267.706543
	Iteration 4F: 3 clusters Score -6283333 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6286020.000000 Penalty: 5267.706543
	Iteration 5F: 3 clusters Score -6286020 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6289163.000000 Penalty: 5267.706543
	Iteration 6F: 3 clusters Score -6289163 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -6291799.000000 Penalty: 5267.706543
	Iteration 7F: 3 clusters Score -6291799 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -6293383.500000 Penalty: 5267.706543
	Iteration 8Q: 3 clusters Score -6293384 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -6294225.000000 Penalty: 5267.706543
	Iteration 9Q: 3 clusters Score -6294225 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -6294755.000000 Penalty: 5267.706543
	Iteration 10Q: 3 clusters Score -6294755 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -6295053.500000 Penalty: 5267.706543
	Iteration 11Q: 3 clusters Score -6295054 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -6295192.500000 Penalty: 5267.706543
	Iteration 12Q: 3 clusters Score -6295192 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -6295289.500000 Penalty: 5267.706543
	Iteration 13Q: 3 clusters Score -6295290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -6295337.500000 Penalty: 5267.706543
	Iteration 14Q: 3 clusters Score -6295338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -6295371.000000 Penalty: 5267.706543
	Iteration 15Q: 3 clusters Score -6295371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -6295405.000000 Penalty: 5267.706543
	Iteration 16Q: 3 clusters Score -6295405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -6295419.500000 Penalty: 5267.706543
	Iteration 17Q: 3 clusters Score -6295420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -6295427.000000 Penalty: 5267.706543
	Iteration 18Q: 3 clusters Score -6295427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -6295430.500000 Penalty: 5267.706543
	Iteration 19Q: 3 clusters Score -6295430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -6295432.500000 Penalty: 5267.706543
	Iteration 20F: 3 clusters Score -6295432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6295440.500000 Penalty: 5267.706543
	Iteration 21Q: 3 clusters Score -6295440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -6295445.500000 Penalty: 5267.706543
	Iteration 22Q: 3 clusters Score -6295446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6295446.000000 Penalty: 5267.706543
	Iteration 23Q: 3 clusters Score -6295446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6295458.000000 Penalty: 5267.706543
	Iteration 24Q: 3 clusters Score -6295458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -6295458.000000 Penalty: 5267.706543
	Iteration 25Q: 3 clusters Score -6295458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -6295463.000000 Penalty: 5267.706543
	Iteration 26Q: 3 clusters Score -6295463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -6295459.000000 Penalty: 5267.706543
	Iteration 27Q: 3 clusters Score -6295459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -6295460.500000 Penalty: 5267.706543
	Iteration 28Q: 3 clusters Score -6295460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6295457.000000 Penalty: 5267.706543
	Iteration 29Q: 3 clusters Score -6295457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -6295457.000000 Penalty: 5267.706543
	Iteration 30F: 3 clusters Score -6295457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (110738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Entering Unmasked Estep 
Score: -17087514.000000 Penalty: 2880.500732
	Iteration 0F: 2 clusters Score -1.708751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -17018058.000000 Penalty: 5761.001465
	Iteration 0F: 3 clusters Score -1.701806e+07 nChanged 52494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -17048200.000000 Penalty: 5761.001465
	Iteration 1F: 3 clusters Score -1.70482e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -17049186.000000 Penalty: 5761.001465
	Iteration 2Q: 3 clusters Score -1.704919e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -17050536.000000 Penalty: 5761.001465
	Iteration 3Q: 3 clusters Score -1.705054e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -17052410.000000 Penalty: 5761.001465
	Iteration 4Q: 3 clusters Score -1.705241e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -17055390.000000 Penalty: 5761.001465
	Iteration 5Q: 3 clusters Score -1.705539e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -17059874.000000 Penalty: 5761.001465
	Iteration 6F: 3 clusters Score -1.705987e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -17065808.000000 Penalty: 5761.001465
	Iteration 7F: 3 clusters Score -1.706581e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -17072350.000000 Penalty: 5761.001465
	Iteration 8F: 3 clusters Score -1.707235e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -17077802.000000 Penalty: 5761.001465
	Iteration 9F: 3 clusters Score -1.70778e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -17080986.000000 Penalty: 5761.001465
	Iteration 10Q: 3 clusters Score -1.708099e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -17082710.000000 Penalty: 5761.001465
	Iteration 11Q: 3 clusters Score -1.708271e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -17083646.000000 Penalty: 5761.001465
	Iteration 12Q: 3 clusters Score -1.708365e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -17084190.000000 Penalty: 5761.001465
	Iteration 13Q: 3 clusters Score -1.708419e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 104910 members 
Entering Unmasked Estep 
Score: -17084514.000000 Penalty: 5761.001465
	Iteration 14Q: 3 clusters Score -1.708451e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 105663 members 
Entering Unmasked Estep 
Score: -17084672.000000 Penalty: 5761.001465
	Iteration 15Q: 3 clusters Score -1.708467e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 106233 members 
Entering Unmasked Estep 
Score: -17084784.000000 Penalty: 5761.001465
	Iteration 16Q: 3 clusters Score -1.708478e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -17084866.000000 Penalty: 5761.001465
	Iteration 17Q: 3 clusters Score -1.708487e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -17084994.000000 Penalty: 5761.001465
	Iteration 18Q: 3 clusters Score -1.708499e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -17085074.000000 Penalty: 5761.001465
	Iteration 19Q: 3 clusters Score -1.708507e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -17085134.000000 Penalty: 5761.001465
	Iteration 20F: 3 clusters Score -1.708513e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -17085130.000000 Penalty: 5761.001465
	Iteration 21Q: 3 clusters Score -1.708513e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -17085154.000000 Penalty: 5761.001465
	Iteration 22Q: 3 clusters Score -1.708515e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -17085224.000000 Penalty: 5761.001465
	Iteration 23Q: 3 clusters Score -1.708522e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -17085292.000000 Penalty: 5761.001465
	Iteration 24Q: 3 clusters Score -1.708529e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -17085292.000000 Penalty: 5761.001465
	Iteration 25Q: 3 clusters Score -1.708529e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -17085338.000000 Penalty: 5761.001465
	Iteration 26Q: 3 clusters Score -1.708534e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -17085386.000000 Penalty: 5761.001465
	Iteration 27Q: 3 clusters Score -1.708539e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 108572 members 
Entering Unmasked Estep 
Score: -17085410.000000 Penalty: 5761.001465
	Iteration 28Q: 3 clusters Score -1.708541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -17085392.000000 Penalty: 5761.001465
	Iteration 29Q: 3 clusters Score -1.708539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 108660 members 
Entering Unmasked Estep 
Score: -17085420.000000 Penalty: 5761.001465
	Iteration 30Q: 3 clusters Score -1.708542e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -17085430.000000 Penalty: 5761.001465
	Iteration 31Q: 3 clusters Score -1.708543e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -17085424.000000 Penalty: 5761.001465
	Iteration 32Q: 3 clusters Score -1.708542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -17085424.000000 Penalty: 5761.001465
	Iteration 33Q: 3 clusters Score -1.708542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -17085422.000000 Penalty: 5761.001465
	Iteration 34Q: 3 clusters Score -1.708542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -17085426.000000 Penalty: 5761.001465
	Iteration 35Q: 3 clusters Score -1.708543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -17085438.000000 Penalty: 5761.001465
	Iteration 36Q: 3 clusters Score -1.708544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -17085460.000000 Penalty: 5761.001465
	Iteration 37Q: 3 clusters Score -1.708546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 108897 members 
Entering Unmasked Estep 
Score: -17085448.000000 Penalty: 5761.001465
	Iteration 38Q: 3 clusters Score -1.708545e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -17085432.000000 Penalty: 5761.001465
	Iteration 39Q: 3 clusters Score -1.708543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -17085450.000000 Penalty: 5761.001465
	Iteration 40F: 3 clusters Score -1.708545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -17085454.000000 Penalty: 5761.001465
	Iteration 41Q: 3 clusters Score -1.708545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -17085466.000000 Penalty: 5761.001465
	Iteration 42Q: 3 clusters Score -1.708547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -17085468.000000 Penalty: 5761.001465
	Iteration 43Q: 3 clusters Score -1.708547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
Score: -17085468.000000 Penalty: 5761.001465
	Iteration 44Q: 3 clusters Score -1.708547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -17085476.000000 Penalty: 5761.001465
	Iteration 45Q: 3 clusters Score -1.708548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -17085476.000000 Penalty: 5761.001465
	Iteration 46Q: 3 clusters Score -1.708548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 108987 members 
Entering Unmasked Estep 
Score: -17085474.000000 Penalty: 5761.001465
	Iteration 47Q: 3 clusters Score -1.708547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 108989 members 
Entering Unmasked Estep 
Score: -17085470.000000 Penalty: 5761.001465
	Iteration 48Q: 3 clusters Score -1.708547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -17085482.000000 Penalty: 5761.001465
	Iteration 49Q: 3 clusters Score -1.708548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -17085478.000000 Penalty: 5761.001465
	Iteration 50Q: 3 clusters Score -1.708548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -17085474.000000 Penalty: 5761.001465
	Iteration 51Q: 3 clusters Score -1.708547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -17085472.000000 Penalty: 5761.001465
	Iteration 52Q: 3 clusters Score -1.708547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -17085474.000000 Penalty: 5761.001465
	Iteration 53Q: 3 clusters Score -1.708547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 109003 members 
Entering Unmasked Estep 
Score: -17085474.000000 Penalty: 5761.001465
	Iteration 54F: 3 clusters Score -1.708547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -465283.875000 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -465283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -461946.562500 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -461946.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -462611.937500 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -462611.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -462770.062500 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -462770.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -462861.562500 Penalty: 3982.437012
	Iteration 3Q: 3 clusters Score -462861.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -462914.593750 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -462914.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -462944.406250 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -462944.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -462972.031250 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -462972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -463000.281250 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -463000.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -463028.031250 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -463028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -463043.593750 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -463043.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -463060.218750 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -463060.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -463075.843750 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -463075.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -463093.312500 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -463093.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -463105.843750 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -463105.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -463116.406250 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -463116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -463130.718750 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -463130.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -463142.656250 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -463142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -463155.187500 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -463155.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -463168.468750 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -463168.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -463185.531250 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -463185.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -463197.218750 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -463197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -463212.593750 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -463212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -463222.437500 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -463222.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -463235.125000 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -463235.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -463246.125000 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -463246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -463258.093750 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -463258.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -463268.250000 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -463268.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -463273.375000 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -463273.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -463280.000000 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -463280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -463282.531250 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -463282.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -463285.031250 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -463285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -463286.343750 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -463286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -463286.437500 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -463286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -463288.875000 Penalty: 3982.437012
	Iteration 33Q: 3 clusters Score -463288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -463291.375000 Penalty: 3982.437012
	Iteration 34Q: 3 clusters Score -463291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -463291.906250 Penalty: 3982.437012
	Iteration 35Q: 3 clusters Score -463291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -463292.250000 Penalty: 3982.437012
	Iteration 36Q: 3 clusters Score -463292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -463293.312500 Penalty: 3982.437012
	Iteration 37Q: 3 clusters Score -463293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -463294.031250 Penalty: 3982.437012
	Iteration 38Q: 3 clusters Score -463294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -463295.781250 Penalty: 3982.437012
	Iteration 39Q: 3 clusters Score -463295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -463296.406250 Penalty: 3982.437012
	Iteration 40F: 3 clusters Score -463296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -463297.437500 Penalty: 3982.437012
	Iteration 41Q: 3 clusters Score -463297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -463299.218750 Penalty: 3982.437012
	Iteration 42Q: 3 clusters Score -463299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -463300.562500 Penalty: 3982.437012
	Iteration 43Q: 3 clusters Score -463300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -463300.468750 Penalty: 3982.437012
	Iteration 44Q: 3 clusters Score -463300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -463300.156250 Penalty: 3982.437012
	Iteration 45Q: 3 clusters Score -463300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -463302.156250 Penalty: 3982.437012
	Iteration 46Q: 3 clusters Score -463302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -463302.156250 Penalty: 3982.437012
	Iteration 47F: 3 clusters Score -463302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -425181.000000 Penalty: 2004.742065
	Iteration 0F: 2 clusters Score -425181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -421819.750000 Penalty: 4009.484131
	Iteration 0F: 3 clusters Score -421819.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -422575.468750 Penalty: 4009.484131
	Iteration 1F: 3 clusters Score -422575.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -422838.406250 Penalty: 4009.484131
	Iteration 2F: 3 clusters Score -422838.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423095.062500 Penalty: 4009.484131
	Iteration 3F: 3 clusters Score -423095.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -423397.531250 Penalty: 4009.484131
	Iteration 4F: 3 clusters Score -423397.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -423645.375000 Penalty: 4009.484131
	Iteration 5F: 3 clusters Score -423645.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -423822.062500 Penalty: 4009.484131
	Iteration 6F: 3 clusters Score -423822.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -423953.625000 Penalty: 4009.484131
	Iteration 7Q: 3 clusters Score -423953.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -424054.593750 Penalty: 4009.484131
	Iteration 8Q: 3 clusters Score -424054.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -424134.562500 Penalty: 4009.484131
	Iteration 9Q: 3 clusters Score -424134.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -424192.968750 Penalty: 4009.484131
	Iteration 10Q: 3 clusters Score -424193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -424233.062500 Penalty: 4009.484131
	Iteration 11Q: 3 clusters Score -424233.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -424261.468750 Penalty: 4009.484131
	Iteration 12Q: 3 clusters Score -424261.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -424289.468750 Penalty: 4009.484131
	Iteration 13Q: 3 clusters Score -424289.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -424305.781250 Penalty: 4009.484131
	Iteration 14Q: 3 clusters Score -424305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -424323.375000 Penalty: 4009.484131
	Iteration 15Q: 3 clusters Score -424323.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -424338.000000 Penalty: 4009.484131
	Iteration 16Q: 3 clusters Score -424338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -424350.593750 Penalty: 4009.484131
	Iteration 17Q: 3 clusters Score -424350.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -424360.968750 Penalty: 4009.484131
	Iteration 18Q: 3 clusters Score -424361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -424368.968750 Penalty: 4009.484131
	Iteration 19Q: 3 clusters Score -424369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -424380.281250 Penalty: 4009.484131
	Iteration 20F: 3 clusters Score -424380.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -424390.750000 Penalty: 4009.484131
	Iteration 21Q: 3 clusters Score -424390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -424394.656250 Penalty: 4009.484131
	Iteration 22Q: 3 clusters Score -424394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -424396.781250 Penalty: 4009.484131
	Iteration 23Q: 3 clusters Score -424396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424398.625000 Penalty: 4009.484131
	Iteration 24Q: 3 clusters Score -424398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -424403.625000 Penalty: 4009.484131
	Iteration 25Q: 3 clusters Score -424403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -424407.781250 Penalty: 4009.484131
	Iteration 26Q: 3 clusters Score -424407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -424413.062500 Penalty: 4009.484131
	Iteration 27Q: 3 clusters Score -424413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424418.468750 Penalty: 4009.484131
	Iteration 28Q: 3 clusters Score -424418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -424422.500000 Penalty: 4009.484131
	Iteration 29Q: 3 clusters Score -424422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -424424.031250 Penalty: 4009.484131
	Iteration 30Q: 3 clusters Score -424424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -424424.812500 Penalty: 4009.484131
	Iteration 31Q: 3 clusters Score -424424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424424.125000 Penalty: 4009.484131
	Iteration 32Q: 3 clusters Score -424424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424425.406250 Penalty: 4009.484131
	Iteration 33Q: 3 clusters Score -424425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -424425.593750 Penalty: 4009.484131
	Iteration 34Q: 3 clusters Score -424425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -424425.593750 Penalty: 4009.484131
	Iteration 35F: 3 clusters Score -424425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -1343061.250000 Penalty: 2255.625977
	Iteration 0F: 2 clusters Score -1343061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1336140.000000 Penalty: 4511.251953
	Iteration 0F: 3 clusters Score -1336140 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1337937.000000 Penalty: 4511.251953
	Iteration 1F: 3 clusters Score -1337937 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1338177.250000 Penalty: 4511.251953
	Iteration 2F: 3 clusters Score -1338177 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1338332.125000 Penalty: 4511.251953
	Iteration 3Q: 3 clusters Score -1338332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1338462.875000 Penalty: 4511.251953
	Iteration 4Q: 3 clusters Score -1338463 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1338577.375000 Penalty: 4511.251953
	Iteration 5Q: 3 clusters Score -1338577 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1338659.250000 Penalty: 4511.251953
	Iteration 6Q: 3 clusters Score -1338659 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1338737.250000 Penalty: 4511.251953
	Iteration 7Q: 3 clusters Score -1338737 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1338810.125000 Penalty: 4511.251953
	Iteration 8Q: 3 clusters Score -1338810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1338875.625000 Penalty: 4511.251953
	Iteration 9Q: 3 clusters Score -1338876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1338938.750000 Penalty: 4511.251953
	Iteration 10Q: 3 clusters Score -1338939 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1339017.250000 Penalty: 4511.251953
	Iteration 11Q: 3 clusters Score -1339017 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1339118.125000 Penalty: 4511.251953
	Iteration 12Q: 3 clusters Score -1339118 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1339240.125000 Penalty: 4511.251953
	Iteration 13Q: 3 clusters Score -1339240 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1339418.500000 Penalty: 4511.251953
	Iteration 14Q: 3 clusters Score -1339418 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1339621.750000 Penalty: 4511.251953
	Iteration 15Q: 3 clusters Score -1339622 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1339812.625000 Penalty: 4511.251953
	Iteration 16Q: 3 clusters Score -1339813 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1340004.000000 Penalty: 4511.251953
	Iteration 17Q: 3 clusters Score -1340004 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1340205.250000 Penalty: 4511.251953
	Iteration 18Q: 3 clusters Score -1340205 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1340405.750000 Penalty: 4511.251953
	Iteration 19Q: 3 clusters Score -1340406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1340570.250000 Penalty: 4511.251953
	Iteration 20F: 3 clusters Score -1340570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1340705.750000 Penalty: 4511.251953
	Iteration 21Q: 3 clusters Score -1340706 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1340796.125000 Penalty: 4511.251953
	Iteration 22Q: 3 clusters Score -1340796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1340870.625000 Penalty: 4511.251953
	Iteration 23Q: 3 clusters Score -1340871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1340930.000000 Penalty: 4511.251953
	Iteration 24Q: 3 clusters Score -1340930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1340971.625000 Penalty: 4511.251953
	Iteration 25Q: 3 clusters Score -1340972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1341000.500000 Penalty: 4511.251953
	Iteration 26Q: 3 clusters Score -1341000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1341026.750000 Penalty: 4511.251953
	Iteration 27Q: 3 clusters Score -1341027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1341043.000000 Penalty: 4511.251953
	Iteration 28Q: 3 clusters Score -1341043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1341058.500000 Penalty: 4511.251953
	Iteration 29Q: 3 clusters Score -1341058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1341072.250000 Penalty: 4511.251953
	Iteration 30Q: 3 clusters Score -1341072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1341084.250000 Penalty: 4511.251953
	Iteration 31Q: 3 clusters Score -1341084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1341090.750000 Penalty: 4511.251953
	Iteration 32Q: 3 clusters Score -1341091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1341097.625000 Penalty: 4511.251953
	Iteration 33Q: 3 clusters Score -1341098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1341100.250000 Penalty: 4511.251953
	Iteration 34Q: 3 clusters Score -1341100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1341103.375000 Penalty: 4511.251953
	Iteration 35Q: 3 clusters Score -1341103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1341103.375000 Penalty: 4511.251953
	Iteration 36F: 3 clusters Score -1341103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Entering Unmasked Estep 
Score: -1939149.750000 Penalty: 2363.735352
	Iteration 0F: 2 clusters Score -1939150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1929162.125000 Penalty: 4727.470703
	Iteration 0F: 3 clusters Score -1929162 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1932616.875000 Penalty: 4727.470703
	Iteration 1F: 3 clusters Score -1932617 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1933090.750000 Penalty: 4727.470703
	Iteration 2F: 3 clusters Score -1933091 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1933494.750000 Penalty: 4727.470703
	Iteration 3F: 3 clusters Score -1933495 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1933870.125000 Penalty: 4727.470703
	Iteration 4Q: 3 clusters Score -1933870 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1934243.375000 Penalty: 4727.470703
	Iteration 5F: 3 clusters Score -1934243 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1934654.375000 Penalty: 4727.470703
	Iteration 6Q: 3 clusters Score -1934654 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1935049.500000 Penalty: 4727.470703
	Iteration 7Q: 3 clusters Score -1935050 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1935408.875000 Penalty: 4727.470703
	Iteration 8Q: 3 clusters Score -1935409 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1935689.000000 Penalty: 4727.470703
	Iteration 9Q: 3 clusters Score -1935689 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1935952.125000 Penalty: 4727.470703
	Iteration 10Q: 3 clusters Score -1935952 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1936184.500000 Penalty: 4727.470703
	Iteration 11Q: 3 clusters Score -1936184 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1936415.875000 Penalty: 4727.470703
	Iteration 12Q: 3 clusters Score -1936416 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1936618.125000 Penalty: 4727.470703
	Iteration 13Q: 3 clusters Score -1936618 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1936800.750000 Penalty: 4727.470703
	Iteration 14Q: 3 clusters Score -1936801 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1936919.750000 Penalty: 4727.470703
	Iteration 15Q: 3 clusters Score -1936920 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1937028.875000 Penalty: 4727.470703
	Iteration 16Q: 3 clusters Score -1937029 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1937125.375000 Penalty: 4727.470703
	Iteration 17Q: 3 clusters Score -1937125 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1937204.375000 Penalty: 4727.470703
	Iteration 18Q: 3 clusters Score -1937204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1937269.000000 Penalty: 4727.470703
	Iteration 19Q: 3 clusters Score -1937269 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1937323.500000 Penalty: 4727.470703
	Iteration 20F: 3 clusters Score -1937324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1937372.000000 Penalty: 4727.470703
	Iteration 21Q: 3 clusters Score -1937372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1937417.375000 Penalty: 4727.470703
	Iteration 22Q: 3 clusters Score -1937417 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1937447.250000 Penalty: 4727.470703
	Iteration 23Q: 3 clusters Score -1937447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1937484.375000 Penalty: 4727.470703
	Iteration 24Q: 3 clusters Score -1937484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1937506.750000 Penalty: 4727.470703
	Iteration 25Q: 3 clusters Score -1937507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1937532.625000 Penalty: 4727.470703
	Iteration 26Q: 3 clusters Score -1937533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1937546.125000 Penalty: 4727.470703
	Iteration 27Q: 3 clusters Score -1937546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1937562.750000 Penalty: 4727.470703
	Iteration 28Q: 3 clusters Score -1937563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1937573.125000 Penalty: 4727.470703
	Iteration 29Q: 3 clusters Score -1937573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1937584.250000 Penalty: 4727.470703
	Iteration 30Q: 3 clusters Score -1937584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1937593.375000 Penalty: 4727.470703
	Iteration 31Q: 3 clusters Score -1937593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1937597.250000 Penalty: 4727.470703
	Iteration 32Q: 3 clusters Score -1937597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1937603.250000 Penalty: 4727.470703
	Iteration 33Q: 3 clusters Score -1937603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1937610.000000 Penalty: 4727.470703
	Iteration 34Q: 3 clusters Score -1937610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1937619.000000 Penalty: 4727.470703
	Iteration 35Q: 3 clusters Score -1937619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1937620.625000 Penalty: 4727.470703
	Iteration 36Q: 3 clusters Score -1937621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1937621.875000 Penalty: 4727.470703
	Iteration 37Q: 3 clusters Score -1937622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1937623.500000 Penalty: 4727.470703
	Iteration 38Q: 3 clusters Score -1937624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1937630.000000 Penalty: 4727.470703
	Iteration 39Q: 3 clusters Score -1937630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1937634.250000 Penalty: 4727.470703
	Iteration 40F: 3 clusters Score -1937634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1937637.875000 Penalty: 4727.470703
	Iteration 41Q: 3 clusters Score -1937638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1937637.250000 Penalty: 4727.470703
	Iteration 42Q: 3 clusters Score -1937637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1937641.375000 Penalty: 4727.470703
	Iteration 43Q: 3 clusters Score -1937641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1937648.375000 Penalty: 4727.470703
	Iteration 44Q: 3 clusters Score -1937648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1937650.125000 Penalty: 4727.470703
	Iteration 45Q: 3 clusters Score -1937650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1937652.625000 Penalty: 4727.470703
	Iteration 46Q: 3 clusters Score -1937653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1937654.125000 Penalty: 4727.470703
	Iteration 47Q: 3 clusters Score -1937654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1937663.500000 Penalty: 4727.470703
	Iteration 48Q: 3 clusters Score -1937664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1937665.375000 Penalty: 4727.470703
	Iteration 49Q: 3 clusters Score -1937665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1937667.875000 Penalty: 4727.470703
	Iteration 50Q: 3 clusters Score -1937668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1937672.625000 Penalty: 4727.470703
	Iteration 51Q: 3 clusters Score -1937673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1937674.625000 Penalty: 4727.470703
	Iteration 52Q: 3 clusters Score -1937675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1937678.375000 Penalty: 4727.470703
	Iteration 53Q: 3 clusters Score -1937678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1937676.500000 Penalty: 4727.470703
	Iteration 54Q: 3 clusters Score -1937676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1937680.875000 Penalty: 4727.470703
	Iteration 55Q: 3 clusters Score -1937681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1937678.125000 Penalty: 4727.470703
	Iteration 56Q: 3 clusters Score -1937678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1937679.250000 Penalty: 4727.470703
	Iteration 57Q: 3 clusters Score -1937679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1937685.625000 Penalty: 4727.470703
	Iteration 58Q: 3 clusters Score -1937686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1937688.500000 Penalty: 4727.470703
	Iteration 59Q: 3 clusters Score -1937688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1937689.500000 Penalty: 4727.470703
	Iteration 60F: 3 clusters Score -1937690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1937689.125000 Penalty: 4727.470703
	Iteration 61Q: 3 clusters Score -1937689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1937691.500000 Penalty: 4727.470703
	Iteration 62Q: 3 clusters Score -1937692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1937693.000000 Penalty: 4727.470703
	Iteration 63Q: 3 clusters Score -1937693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1937691.375000 Penalty: 4727.470703
	Iteration 64Q: 3 clusters Score -1937691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1937694.875000 Penalty: 4727.470703
	Iteration 65Q: 3 clusters Score -1937695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1937695.625000 Penalty: 4727.470703
	Iteration 66Q: 3 clusters Score -1937696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1937696.625000 Penalty: 4727.470703
	Iteration 67Q: 3 clusters Score -1937697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1937696.375000 Penalty: 4727.470703
	Iteration 68Q: 3 clusters Score -1937696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1937698.750000 Penalty: 4727.470703
	Iteration 69Q: 3 clusters Score -1937699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1937702.750000 Penalty: 4727.470703
	Iteration 70Q: 3 clusters Score -1937703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1937705.750000 Penalty: 4727.470703
	Iteration 71Q: 3 clusters Score -1937706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1937706.000000 Penalty: 4727.470703
	Iteration 72Q: 3 clusters Score -1937706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1937711.625000 Penalty: 4727.470703
	Iteration 73Q: 3 clusters Score -1937712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1937712.625000 Penalty: 4727.470703
	Iteration 74Q: 3 clusters Score -1937713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1937712.625000 Penalty: 4727.470703
	Iteration 75Q: 3 clusters Score -1937713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1937717.500000 Penalty: 4727.470703
	Iteration 76Q: 3 clusters Score -1937718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1937718.500000 Penalty: 4727.470703
	Iteration 77Q: 3 clusters Score -1937718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1937720.625000 Penalty: 4727.470703
	Iteration 78Q: 3 clusters Score -1937721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1937732.375000 Penalty: 4727.470703
	Iteration 79Q: 3 clusters Score -1937732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1937731.875000 Penalty: 4727.470703
	Iteration 80F: 3 clusters Score -1937732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1937736.375000 Penalty: 4727.470703
	Iteration 81Q: 3 clusters Score -1937736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1937738.500000 Penalty: 4727.470703
	Iteration 82Q: 3 clusters Score -1937738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1937739.375000 Penalty: 4727.470703
	Iteration 83Q: 3 clusters Score -1937739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1937741.750000 Penalty: 4727.470703
	Iteration 84Q: 3 clusters Score -1937742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1937737.625000 Penalty: 4727.470703
	Iteration 85Q: 3 clusters Score -1937738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1937741.125000 Penalty: 4727.470703
	Iteration 86Q: 3 clusters Score -1937741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1937742.750000 Penalty: 4727.470703
	Iteration 87Q: 3 clusters Score -1937743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1937740.875000 Penalty: 4727.470703
	Iteration 88Q: 3 clusters Score -1937741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1937740.750000 Penalty: 4727.470703
	Iteration 89Q: 3 clusters Score -1937741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1937741.000000 Penalty: 4727.470703
	Iteration 90Q: 3 clusters Score -1937741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1937744.750000 Penalty: 4727.470703
	Iteration 91Q: 3 clusters Score -1937745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1937743.000000 Penalty: 4727.470703
	Iteration 92Q: 3 clusters Score -1937743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1937746.375000 Penalty: 4727.470703
	Iteration 93Q: 3 clusters Score -1937746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1937747.000000 Penalty: 4727.470703
	Iteration 94Q: 3 clusters Score -1937747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1937748.250000 Penalty: 4727.470703
	Iteration 95Q: 3 clusters Score -1937748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1937749.250000 Penalty: 4727.470703
	Iteration 96Q: 3 clusters Score -1937749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1937749.250000 Penalty: 4727.470703
	Iteration 97F: 3 clusters Score -1937749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20563.541016 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20563.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20715.503906 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20753.757812 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -20753.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20782.662109 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20782.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20811.812500 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20811.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20821.527344 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -20821.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20825.486328 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -20825.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20832.078125 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -20832.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20838.046875 Penalty: 2632.900635
	Iteration 8Q: 3 clusters Score -20838.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20840.171875 Penalty: 2632.900635
	Iteration 9Q: 3 clusters Score -20840.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20843.978516 Penalty: 2632.900635
	Iteration 10Q: 3 clusters Score -20843.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20843.978516 Penalty: 2632.900635
	Iteration 11F: 3 clusters Score -20843.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Entering Unmasked Estep 
Score: -5554470.000000 Penalty: 2606.219727
	Iteration 0F: 2 clusters Score -5554470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5529731.000000 Penalty: 5212.439453
	Iteration 0F: 3 clusters Score -5529731 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -5539122.000000 Penalty: 5212.439453
	Iteration 1F: 3 clusters Score -5539122 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5539807.000000 Penalty: 5212.439453
	Iteration 2Q: 3 clusters Score -5539807 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -5540541.000000 Penalty: 5212.439453
	Iteration 3Q: 3 clusters Score -5540541 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5541356.500000 Penalty: 5212.439453
	Iteration 4Q: 3 clusters Score -5541356 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5542347.000000 Penalty: 5212.439453
	Iteration 5F: 3 clusters Score -5542347 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5543460.500000 Penalty: 5212.439453
	Iteration 6F: 3 clusters Score -5543460 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5544585.000000 Penalty: 5212.439453
	Iteration 7F: 3 clusters Score -5544585 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5545693.500000 Penalty: 5212.439453
	Iteration 8F: 3 clusters Score -5545694 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5546814.000000 Penalty: 5212.439453
	Iteration 9Q: 3 clusters Score -5546814 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -5547792.500000 Penalty: 5212.439453
	Iteration 10Q: 3 clusters Score -5547792 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -5548764.500000 Penalty: 5212.439453
	Iteration 11Q: 3 clusters Score -5548764 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -5549680.000000 Penalty: 5212.439453
	Iteration 12Q: 3 clusters Score -5549680 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5550435.000000 Penalty: 5212.439453
	Iteration 13Q: 3 clusters Score -5550435 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5550988.500000 Penalty: 5212.439453
	Iteration 14Q: 3 clusters Score -5550988 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -5551403.500000 Penalty: 5212.439453
	Iteration 15Q: 3 clusters Score -5551404 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5551678.500000 Penalty: 5212.439453
	Iteration 16Q: 3 clusters Score -5551678 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5551864.000000 Penalty: 5212.439453
	Iteration 17Q: 3 clusters Score -5551864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5552009.000000 Penalty: 5212.439453
	Iteration 18Q: 3 clusters Score -5552009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5552127.500000 Penalty: 5212.439453
	Iteration 19Q: 3 clusters Score -5552128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5552203.500000 Penalty: 5212.439453
	Iteration 20F: 3 clusters Score -5552204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5552256.000000 Penalty: 5212.439453
	Iteration 21Q: 3 clusters Score -5552256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -5552289.500000 Penalty: 5212.439453
	Iteration 22Q: 3 clusters Score -5552290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5552309.000000 Penalty: 5212.439453
	Iteration 23Q: 3 clusters Score -5552309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5552324.000000 Penalty: 5212.439453
	Iteration 24Q: 3 clusters Score -5552324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -5552331.000000 Penalty: 5212.439453
	Iteration 25Q: 3 clusters Score -5552331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5552330.500000 Penalty: 5212.439453
	Iteration 26Q: 3 clusters Score -5552330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5552337.500000 Penalty: 5212.439453
	Iteration 27Q: 3 clusters Score -5552338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5552340.500000 Penalty: 5212.439453
	Iteration 28Q: 3 clusters Score -5552340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5552345.000000 Penalty: 5212.439453
	Iteration 29Q: 3 clusters Score -5552345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5552350.000000 Penalty: 5212.439453
	Iteration 30Q: 3 clusters Score -5552350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5552351.000000 Penalty: 5212.439453
	Iteration 31Q: 3 clusters Score -5552351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5552362.000000 Penalty: 5212.439453
	Iteration 32Q: 3 clusters Score -5552362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5552365.000000 Penalty: 5212.439453
	Iteration 33Q: 3 clusters Score -5552365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5552371.000000 Penalty: 5212.439453
	Iteration 34Q: 3 clusters Score -5552371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5552372.500000 Penalty: 5212.439453
	Iteration 35Q: 3 clusters Score -5552372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5552380.000000 Penalty: 5212.439453
	Iteration 36Q: 3 clusters Score -5552380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5552385.000000 Penalty: 5212.439453
	Iteration 37Q: 3 clusters Score -5552385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5552383.500000 Penalty: 5212.439453
	Iteration 38Q: 3 clusters Score -5552384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5552390.000000 Penalty: 5212.439453
	Iteration 39Q: 3 clusters Score -5552390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5552389.000000 Penalty: 5212.439453
	Iteration 40F: 3 clusters Score -5552389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -2802092.500000 Penalty: 2449.404297
	Iteration 0F: 2 clusters Score -2802092 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 9803 members 
Entering Unmasked Estep 
Score: -2788388.000000 Penalty: 4898.808594
	Iteration 0F: 3 clusters Score -2788388 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2793198.500000 Penalty: 4898.808594
	Iteration 1F: 3 clusters Score -2793198 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2793987.250000 Penalty: 4898.808594
	Iteration 2F: 3 clusters Score -2793987 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2794834.000000 Penalty: 4898.808594
	Iteration 3F: 3 clusters Score -2794834 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2795684.500000 Penalty: 4898.808594
	Iteration 4F: 3 clusters Score -2795684 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2796583.750000 Penalty: 4898.808594
	Iteration 5F: 3 clusters Score -2796584 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2797418.250000 Penalty: 4898.808594
	Iteration 6F: 3 clusters Score -2797418 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2798146.750000 Penalty: 4898.808594
	Iteration 7F: 3 clusters Score -2798147 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2798772.500000 Penalty: 4898.808594
	Iteration 8Q: 3 clusters Score -2798772 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2799314.250000 Penalty: 4898.808594
	Iteration 9Q: 3 clusters Score -2799314 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2799771.750000 Penalty: 4898.808594
	Iteration 10Q: 3 clusters Score -2799772 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2800102.250000 Penalty: 4898.808594
	Iteration 11Q: 3 clusters Score -2800102 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2800315.500000 Penalty: 4898.808594
	Iteration 12Q: 3 clusters Score -2800316 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2800476.000000 Penalty: 4898.808594
	Iteration 13Q: 3 clusters Score -2800476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2800563.750000 Penalty: 4898.808594
	Iteration 14Q: 3 clusters Score -2800564 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2800634.500000 Penalty: 4898.808594
	Iteration 15Q: 3 clusters Score -2800634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2800707.500000 Penalty: 4898.808594
	Iteration 16Q: 3 clusters Score -2800708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2800738.000000 Penalty: 4898.808594
	Iteration 17Q: 3 clusters Score -2800738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2800777.250000 Penalty: 4898.808594
	Iteration 18Q: 3 clusters Score -2800777 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2800805.750000 Penalty: 4898.808594
	Iteration 19Q: 3 clusters Score -2800806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2800804.250000 Penalty: 4898.808594
	Iteration 20F: 3 clusters Score -2800804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2800810.250000 Penalty: 4898.808594
	Iteration 21Q: 3 clusters Score -2800810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2800822.000000 Penalty: 4898.808594
	Iteration 22Q: 3 clusters Score -2800822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2800836.000000 Penalty: 4898.808594
	Iteration 23Q: 3 clusters Score -2800836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2800843.750000 Penalty: 4898.808594
	Iteration 24Q: 3 clusters Score -2800844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2800855.000000 Penalty: 4898.808594
	Iteration 25Q: 3 clusters Score -2800855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2800856.750000 Penalty: 4898.808594
	Iteration 26Q: 3 clusters Score -2800857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2800853.250000 Penalty: 4898.808594
	Iteration 27Q: 3 clusters Score -2800853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2800852.000000 Penalty: 4898.808594
	Iteration 28Q: 3 clusters Score -2800852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2800856.750000 Penalty: 4898.808594
	Iteration 29Q: 3 clusters Score -2800857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2800860.000000 Penalty: 4898.808594
	Iteration 30Q: 3 clusters Score -2800860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2800867.000000 Penalty: 4898.808594
	Iteration 31Q: 3 clusters Score -2800867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2800871.500000 Penalty: 4898.808594
	Iteration 32Q: 3 clusters Score -2800872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2800873.000000 Penalty: 4898.808594
	Iteration 33Q: 3 clusters Score -2800873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2800874.750000 Penalty: 4898.808594
	Iteration 34Q: 3 clusters Score -2800875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2800878.250000 Penalty: 4898.808594
	Iteration 35Q: 3 clusters Score -2800878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2800876.500000 Penalty: 4898.808594
	Iteration 36Q: 3 clusters Score -2800876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2800881.250000 Penalty: 4898.808594
	Iteration 37Q: 3 clusters Score -2800881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2800874.750000 Penalty: 4898.808594
	Iteration 38Q: 3 clusters Score -2800875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2800888.750000 Penalty: 4898.808594
	Iteration 39Q: 3 clusters Score -2800889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2800892.500000 Penalty: 4898.808594
	Iteration 40F: 3 clusters Score -2800892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2800898.250000 Penalty: 4898.808594
	Iteration 41Q: 3 clusters Score -2800898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2800893.000000 Penalty: 4898.808594
	Iteration 42Q: 3 clusters Score -2800893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2800902.750000 Penalty: 4898.808594
	Iteration 43Q: 3 clusters Score -2800903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2800908.750000 Penalty: 4898.808594
	Iteration 44Q: 3 clusters Score -2800909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2800912.000000 Penalty: 4898.808594
	Iteration 45Q: 3 clusters Score -2800912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2800913.500000 Penalty: 4898.808594
	Iteration 46Q: 3 clusters Score -2800914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2800917.000000 Penalty: 4898.808594
	Iteration 47Q: 3 clusters Score -2800917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2800914.500000 Penalty: 4898.808594
	Iteration 48Q: 3 clusters Score -2800914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2800919.500000 Penalty: 4898.808594
	Iteration 49Q: 3 clusters Score -2800920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2800928.000000 Penalty: 4898.808594
	Iteration 50Q: 3 clusters Score -2800928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2800925.500000 Penalty: 4898.808594
	Iteration 51Q: 3 clusters Score -2800926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2800928.000000 Penalty: 4898.808594
	Iteration 52Q: 3 clusters Score -2800928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2800937.750000 Penalty: 4898.808594
	Iteration 53Q: 3 clusters Score -2800938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2800933.250000 Penalty: 4898.808594
	Iteration 54Q: 3 clusters Score -2800933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2800939.750000 Penalty: 4898.808594
	Iteration 55Q: 3 clusters Score -2800940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2800940.750000 Penalty: 4898.808594
	Iteration 56Q: 3 clusters Score -2800941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2800937.750000 Penalty: 4898.808594
	Iteration 57Q: 3 clusters Score -2800938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2800938.000000 Penalty: 4898.808594
	Iteration 58Q: 3 clusters Score -2800938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2800940.250000 Penalty: 4898.808594
	Iteration 59Q: 3 clusters Score -2800940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2800938.000000 Penalty: 4898.808594
	Iteration 60F: 3 clusters Score -2800938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2800941.750000 Penalty: 4898.808594
	Iteration 61Q: 3 clusters Score -2800942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2800942.750000 Penalty: 4898.808594
	Iteration 62Q: 3 clusters Score -2800943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2800942.500000 Penalty: 4898.808594
	Iteration 63Q: 3 clusters Score -2800942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2800945.000000 Penalty: 4898.808594
	Iteration 64Q: 3 clusters Score -2800945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2800946.000000 Penalty: 4898.808594
	Iteration 65Q: 3 clusters Score -2800946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2800943.250000 Penalty: 4898.808594
	Iteration 66Q: 3 clusters Score -2800943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2800943.250000 Penalty: 4898.808594
	Iteration 67F: 3 clusters Score -2800943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -284188.625000 Penalty: 1865.823364
	Iteration 0F: 2 clusters Score -284188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -281637.875000 Penalty: 3731.646729
	Iteration 0F: 3 clusters Score -281637.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -282096.781250 Penalty: 3731.646729
	Iteration 1F: 3 clusters Score -282096.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282220.531250 Penalty: 3731.646729
	Iteration 2F: 3 clusters Score -282220.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282285.906250 Penalty: 3731.646729
	Iteration 3Q: 3 clusters Score -282285.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282330.343750 Penalty: 3731.646729
	Iteration 4Q: 3 clusters Score -282330.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -282361.187500 Penalty: 3731.646729
	Iteration 5Q: 3 clusters Score -282361.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282376.156250 Penalty: 3731.646729
	Iteration 6Q: 3 clusters Score -282376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282390.187500 Penalty: 3731.646729
	Iteration 7Q: 3 clusters Score -282390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282403.062500 Penalty: 3731.646729
	Iteration 8Q: 3 clusters Score -282403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -282409.906250 Penalty: 3731.646729
	Iteration 9Q: 3 clusters Score -282409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282414.000000 Penalty: 3731.646729
	Iteration 10Q: 3 clusters Score -282414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282416.468750 Penalty: 3731.646729
	Iteration 11Q: 3 clusters Score -282416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282417.031250 Penalty: 3731.646729
	Iteration 12Q: 3 clusters Score -282417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282417.031250 Penalty: 3731.646729
	Iteration 13F: 3 clusters Score -282417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -130464.187500 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -130464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128555.601562 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -128555.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -128946.570312 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -128946.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129185.515625 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -129185.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129409.906250 Penalty: 3405.481934
	Iteration 3F: 3 clusters Score -129409.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129598.515625 Penalty: 3405.481934
	Iteration 4F: 3 clusters Score -129598.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129750.898438 Penalty: 3405.481934
	Iteration 5F: 3 clusters Score -129750.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129874.968750 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -129875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -129936.148438 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -129936.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129969.437500 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -129969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129985.335938 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -129985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129986.359375 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -129986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129986.359375 Penalty: 3405.481934
	Iteration 11F: 3 clusters Score -129986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104850.109375 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104850.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105236.539062 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105236.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105567.789062 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105567.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105861.671875 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105861.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106111.820312 Penalty: 3321.116211
	Iteration 4F: 3 clusters Score -106111.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106251.226562 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -106251.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106389.812500 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -106389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106563.195312 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -106563.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106701.054688 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106701.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106786.406250 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106828.304688 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106837.656250 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106858.820312 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106869.796875 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106872.671875 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106872.671875 Penalty: 3321.116211
	Iteration 15F: 3 clusters Score -106872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 25970 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 16415 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37776 members 
Mstep: Class 11 contains 159766 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40961 members 
Mstep: Class 17 contains 110738 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 8913 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36642 members 
Mstep: Class 24 contains 19470 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15494 members 
Mstep: Class 30 contains 118239 members 
Mstep: Class 31 contains 2605 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 550 members 
Entering Unmasked Estep 
Score: -104168096.000000 Penalty: 130140.156250
Splitting cluster 27 changes total score from -104169544.000000 to -104168096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -1271026.750000 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -1271027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1264335.125000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -1264335 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1266147.625000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -1266148 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1266513.375000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -1266513 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1266840.000000 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -1266840 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1267101.000000 Penalty: 4481.849609
	Iteration 4F: 3 clusters Score -1267101 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1267304.125000 Penalty: 4481.849609
	Iteration 5Q: 3 clusters Score -1267304 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1267478.250000 Penalty: 4481.849609
	Iteration 6Q: 3 clusters Score -1267478 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1267630.250000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -1267630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1267736.500000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -1267736 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1267811.000000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -1267811 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1267885.875000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -1267886 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1267962.250000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -1267962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1268036.875000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -1268037 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1268131.375000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -1268131 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1268226.125000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -1268226 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1268297.750000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -1268298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1268370.250000 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -1268370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1268442.250000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -1268442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1268516.250000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -1268516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1268588.125000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -1268588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1268643.625000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -1268644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1268702.250000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -1268702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1268748.375000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -1268748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1268787.125000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -1268787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1268823.625000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -1268824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1268850.000000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -1268850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1268885.875000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -1268886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1268918.875000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -1268919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1268953.000000 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -1268953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1268983.875000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -1268984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1269021.000000 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -1269021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1269043.500000 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -1269044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1269053.500000 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -1269054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1269067.250000 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -1269067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1269081.500000 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -1269082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1269093.875000 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -1269094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1269104.750000 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -1269105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1269116.000000 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -1269116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1269128.625000 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -1269129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1269136.250000 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -1269136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1269144.250000 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -1269144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1269151.750000 Penalty: 4481.849609
	Iteration 41Q: 3 clusters Score -1269152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1269162.375000 Penalty: 4481.849609
	Iteration 42Q: 3 clusters Score -1269162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1269170.250000 Penalty: 4481.849609
	Iteration 43Q: 3 clusters Score -1269170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1269173.250000 Penalty: 4481.849609
	Iteration 44Q: 3 clusters Score -1269173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1269175.625000 Penalty: 4481.849609
	Iteration 45Q: 3 clusters Score -1269176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1269175.375000 Penalty: 4481.849609
	Iteration 46Q: 3 clusters Score -1269175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1269178.375000 Penalty: 4481.849609
	Iteration 47Q: 3 clusters Score -1269178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1269180.250000 Penalty: 4481.849609
	Iteration 48Q: 3 clusters Score -1269180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1269181.625000 Penalty: 4481.849609
	Iteration 49Q: 3 clusters Score -1269182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1269185.250000 Penalty: 4481.849609
	Iteration 50Q: 3 clusters Score -1269185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1269185.250000 Penalty: 4481.849609
	Iteration 51Q: 3 clusters Score -1269185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1269185.750000 Penalty: 4481.849609
	Iteration 52Q: 3 clusters Score -1269186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1269187.125000 Penalty: 4481.849609
	Iteration 53Q: 3 clusters Score -1269187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1269187.125000 Penalty: 4481.849609
	Iteration 54Q: 3 clusters Score -1269187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1269188.500000 Penalty: 4481.849609
	Iteration 55Q: 3 clusters Score -1269188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1269189.000000 Penalty: 4481.849609
	Iteration 56Q: 3 clusters Score -1269189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1269189.125000 Penalty: 4481.849609
	Iteration 57Q: 3 clusters Score -1269189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1269189.125000 Penalty: 4481.849609
	Iteration 58Q: 3 clusters Score -1269189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1269190.625000 Penalty: 4481.849609
	Iteration 59Q: 3 clusters Score -1269191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1269194.625000 Penalty: 4481.849609
	Iteration 60F: 3 clusters Score -1269195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1269193.250000 Penalty: 4481.849609
	Iteration 61Q: 3 clusters Score -1269193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1269194.625000 Penalty: 4481.849609
	Iteration 62Q: 3 clusters Score -1269195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1269197.750000 Penalty: 4481.849609
	Iteration 63Q: 3 clusters Score -1269198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1269200.875000 Penalty: 4481.849609
	Iteration 64Q: 3 clusters Score -1269201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1269201.625000 Penalty: 4481.849609
	Iteration 65Q: 3 clusters Score -1269202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1269202.750000 Penalty: 4481.849609
	Iteration 66Q: 3 clusters Score -1269203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1269202.125000 Penalty: 4481.849609
	Iteration 67Q: 3 clusters Score -1269202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1269203.875000 Penalty: 4481.849609
	Iteration 68Q: 3 clusters Score -1269204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1269204.375000 Penalty: 4481.849609
	Iteration 69Q: 3 clusters Score -1269204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1269206.375000 Penalty: 4481.849609
	Iteration 70Q: 3 clusters Score -1269206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1269205.375000 Penalty: 4481.849609
	Iteration 71Q: 3 clusters Score -1269205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1269207.375000 Penalty: 4481.849609
	Iteration 72Q: 3 clusters Score -1269207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1269209.875000 Penalty: 4481.849609
	Iteration 73Q: 3 clusters Score -1269210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1269212.500000 Penalty: 4481.849609
	Iteration 74Q: 3 clusters Score -1269212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1269217.500000 Penalty: 4481.849609
	Iteration 75Q: 3 clusters Score -1269218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1269226.375000 Penalty: 4481.849609
	Iteration 76Q: 3 clusters Score -1269226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1269228.875000 Penalty: 4481.849609
	Iteration 77Q: 3 clusters Score -1269229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1269230.125000 Penalty: 4481.849609
	Iteration 78Q: 3 clusters Score -1269230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1269231.875000 Penalty: 4481.849609
	Iteration 79Q: 3 clusters Score -1269232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1269234.625000 Penalty: 4481.849609
	Iteration 80F: 3 clusters Score -1269235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1269235.125000 Penalty: 4481.849609
	Iteration 81Q: 3 clusters Score -1269235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1269235.125000 Penalty: 4481.849609
	Iteration 82F: 3 clusters Score -1269235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Entering Unmasked Estep 
Score: -2359904.750000 Penalty: 2392.755615
	Iteration 0F: 2 clusters Score -2359905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2348661.250000 Penalty: 4785.511230
	Iteration 0F: 3 clusters Score -2348661 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2352241.500000 Penalty: 4785.511230
	Iteration 1F: 3 clusters Score -2352242 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2352620.500000 Penalty: 4785.511230
	Iteration 2F: 3 clusters Score -2352620 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2352940.250000 Penalty: 4785.511230
	Iteration 3Q: 3 clusters Score -2352940 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2353299.750000 Penalty: 4785.511230
	Iteration 4Q: 3 clusters Score -2353300 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2353733.750000 Penalty: 4785.511230
	Iteration 5Q: 3 clusters Score -2353734 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2354270.750000 Penalty: 4785.511230
	Iteration 6Q: 3 clusters Score -2354271 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2354797.500000 Penalty: 4785.511230
	Iteration 7F: 3 clusters Score -2354798 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2355324.000000 Penalty: 4785.511230
	Iteration 8F: 3 clusters Score -2355324 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2355780.500000 Penalty: 4785.511230
	Iteration 9F: 3 clusters Score -2355780 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2356283.500000 Penalty: 4785.511230
	Iteration 10F: 3 clusters Score -2356284 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2356740.500000 Penalty: 4785.511230
	Iteration 11Q: 3 clusters Score -2356740 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2357150.000000 Penalty: 4785.511230
	Iteration 12Q: 3 clusters Score -2357150 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2357539.750000 Penalty: 4785.511230
	Iteration 13Q: 3 clusters Score -2357540 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2357916.750000 Penalty: 4785.511230
	Iteration 14Q: 3 clusters Score -2357917 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2358243.250000 Penalty: 4785.511230
	Iteration 15Q: 3 clusters Score -2358243 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2358546.500000 Penalty: 4785.511230
	Iteration 16Q: 3 clusters Score -2358546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2358756.750000 Penalty: 4785.511230
	Iteration 17Q: 3 clusters Score -2358757 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2358864.750000 Penalty: 4785.511230
	Iteration 18Q: 3 clusters Score -2358865 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2358951.250000 Penalty: 4785.511230
	Iteration 19Q: 3 clusters Score -2358951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2359023.000000 Penalty: 4785.511230
	Iteration 20F: 3 clusters Score -2359023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2359081.000000 Penalty: 4785.511230
	Iteration 21Q: 3 clusters Score -2359081 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2359128.000000 Penalty: 4785.511230
	Iteration 22Q: 3 clusters Score -2359128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2359177.250000 Penalty: 4785.511230
	Iteration 23Q: 3 clusters Score -2359177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2359208.500000 Penalty: 4785.511230
	Iteration 24Q: 3 clusters Score -2359208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2359235.750000 Penalty: 4785.511230
	Iteration 25Q: 3 clusters Score -2359236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2359268.500000 Penalty: 4785.511230
	Iteration 26Q: 3 clusters Score -2359268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2359307.500000 Penalty: 4785.511230
	Iteration 27Q: 3 clusters Score -2359308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2359341.000000 Penalty: 4785.511230
	Iteration 28Q: 3 clusters Score -2359341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2359370.250000 Penalty: 4785.511230
	Iteration 29Q: 3 clusters Score -2359370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2359388.500000 Penalty: 4785.511230
	Iteration 30Q: 3 clusters Score -2359388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2359403.250000 Penalty: 4785.511230
	Iteration 31Q: 3 clusters Score -2359403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2359411.250000 Penalty: 4785.511230
	Iteration 32Q: 3 clusters Score -2359411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2359422.750000 Penalty: 4785.511230
	Iteration 33Q: 3 clusters Score -2359423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2359428.250000 Penalty: 4785.511230
	Iteration 34Q: 3 clusters Score -2359428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2359433.250000 Penalty: 4785.511230
	Iteration 35Q: 3 clusters Score -2359433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2359439.750000 Penalty: 4785.511230
	Iteration 36Q: 3 clusters Score -2359440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2359441.250000 Penalty: 4785.511230
	Iteration 37Q: 3 clusters Score -2359441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2359457.750000 Penalty: 4785.511230
	Iteration 38Q: 3 clusters Score -2359458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2359464.750000 Penalty: 4785.511230
	Iteration 39Q: 3 clusters Score -2359465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2359474.500000 Penalty: 4785.511230
	Iteration 40F: 3 clusters Score -2359474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2359479.250000 Penalty: 4785.511230
	Iteration 41Q: 3 clusters Score -2359479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2359486.250000 Penalty: 4785.511230
	Iteration 42Q: 3 clusters Score -2359486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2359487.500000 Penalty: 4785.511230
	Iteration 43Q: 3 clusters Score -2359488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2359485.250000 Penalty: 4785.511230
	Iteration 44Q: 3 clusters Score -2359485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2359485.750000 Penalty: 4785.511230
	Iteration 45Q: 3 clusters Score -2359486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2359483.750000 Penalty: 4785.511230
	Iteration 46Q: 3 clusters Score -2359484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2359486.500000 Penalty: 4785.511230
	Iteration 47Q: 3 clusters Score -2359486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2359490.750000 Penalty: 4785.511230
	Iteration 48Q: 3 clusters Score -2359491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2359490.500000 Penalty: 4785.511230
	Iteration 49Q: 3 clusters Score -2359490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2359493.000000 Penalty: 4785.511230
	Iteration 50Q: 3 clusters Score -2359493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2359494.750000 Penalty: 4785.511230
	Iteration 51Q: 3 clusters Score -2359495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2359489.000000 Penalty: 4785.511230
	Iteration 52Q: 3 clusters Score -2359489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2359491.500000 Penalty: 4785.511230
	Iteration 53Q: 3 clusters Score -2359492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2359493.750000 Penalty: 4785.511230
	Iteration 54Q: 3 clusters Score -2359494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2359492.000000 Penalty: 4785.511230
	Iteration 55Q: 3 clusters Score -2359492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2359492.000000 Penalty: 4785.511230
	Iteration 56F: 3 clusters Score -2359492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (118239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Entering Unmasked Estep 
Score: -18184350.000000 Penalty: 2896.754883
	Iteration 0F: 2 clusters Score -1.818435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -18109952.000000 Penalty: 5793.509766
	Iteration 0F: 3 clusters Score -1.810995e+07 nChanged 56233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -18143112.000000 Penalty: 5793.509766
	Iteration 1F: 3 clusters Score -1.814311e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -18144792.000000 Penalty: 5793.509766
	Iteration 2Q: 3 clusters Score -1.814479e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -18147092.000000 Penalty: 5793.509766
	Iteration 3Q: 3 clusters Score -1.814709e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -18150350.000000 Penalty: 5793.509766
	Iteration 4F: 3 clusters Score -1.815035e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -18154146.000000 Penalty: 5793.509766
	Iteration 5F: 3 clusters Score -1.815415e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -18158466.000000 Penalty: 5793.509766
	Iteration 6F: 3 clusters Score -1.815847e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -18163274.000000 Penalty: 5793.509766
	Iteration 7F: 3 clusters Score -1.816327e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -18167620.000000 Penalty: 5793.509766
	Iteration 8F: 3 clusters Score -1.816762e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -18170818.000000 Penalty: 5793.509766
	Iteration 9F: 3 clusters Score -1.817082e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -18172376.000000 Penalty: 5793.509766
	Iteration 10Q: 3 clusters Score -1.817238e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -18173090.000000 Penalty: 5793.509766
	Iteration 11Q: 3 clusters Score -1.817309e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -18173450.000000 Penalty: 5793.509766
	Iteration 12Q: 3 clusters Score -1.817345e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -18173686.000000 Penalty: 5793.509766
	Iteration 13Q: 3 clusters Score -1.817369e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -18173864.000000 Penalty: 5793.509766
	Iteration 14Q: 3 clusters Score -1.817386e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -18174010.000000 Penalty: 5793.509766
	Iteration 15Q: 3 clusters Score -1.817401e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -18174092.000000 Penalty: 5793.509766
	Iteration 16Q: 3 clusters Score -1.817409e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -18174226.000000 Penalty: 5793.509766
	Iteration 17Q: 3 clusters Score -1.817423e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -18174364.000000 Penalty: 5793.509766
	Iteration 18Q: 3 clusters Score -1.817436e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -18174436.000000 Penalty: 5793.509766
	Iteration 19Q: 3 clusters Score -1.817444e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -18174622.000000 Penalty: 5793.509766
	Iteration 20F: 3 clusters Score -1.817462e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -18174788.000000 Penalty: 5793.509766
	Iteration 21Q: 3 clusters Score -1.817479e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -18174808.000000 Penalty: 5793.509766
	Iteration 22Q: 3 clusters Score -1.817481e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -18174960.000000 Penalty: 5793.509766
	Iteration 23Q: 3 clusters Score -1.817496e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -18175080.000000 Penalty: 5793.509766
	Iteration 24Q: 3 clusters Score -1.817508e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -18175202.000000 Penalty: 5793.509766
	Iteration 25Q: 3 clusters Score -1.81752e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -18175252.000000 Penalty: 5793.509766
	Iteration 26Q: 3 clusters Score -1.817525e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -18175376.000000 Penalty: 5793.509766
	Iteration 27Q: 3 clusters Score -1.817538e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -18175512.000000 Penalty: 5793.509766
	Iteration 28Q: 3 clusters Score -1.817551e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -18175574.000000 Penalty: 5793.509766
	Iteration 29Q: 3 clusters Score -1.817557e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74489 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -18175656.000000 Penalty: 5793.509766
	Iteration 30Q: 3 clusters Score -1.817566e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -18175712.000000 Penalty: 5793.509766
	Iteration 31Q: 3 clusters Score -1.817571e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -18175840.000000 Penalty: 5793.509766
	Iteration 32Q: 3 clusters Score -1.817584e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -18175932.000000 Penalty: 5793.509766
	Iteration 33Q: 3 clusters Score -1.817593e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -18176078.000000 Penalty: 5793.509766
	Iteration 34Q: 3 clusters Score -1.817608e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -18176192.000000 Penalty: 5793.509766
	Iteration 35Q: 3 clusters Score -1.817619e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -18176384.000000 Penalty: 5793.509766
	Iteration 36Q: 3 clusters Score -1.817638e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -18176470.000000 Penalty: 5793.509766
	Iteration 37Q: 3 clusters Score -1.817647e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -18176586.000000 Penalty: 5793.509766
	Iteration 38Q: 3 clusters Score -1.817659e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -18176614.000000 Penalty: 5793.509766
	Iteration 39Q: 3 clusters Score -1.817661e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -18176722.000000 Penalty: 5793.509766
	Iteration 40F: 3 clusters Score -1.817672e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -18176770.000000 Penalty: 5793.509766
	Iteration 41Q: 3 clusters Score -1.817677e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -18176912.000000 Penalty: 5793.509766
	Iteration 42Q: 3 clusters Score -1.817691e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -18176944.000000 Penalty: 5793.509766
	Iteration 43Q: 3 clusters Score -1.817694e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -18177000.000000 Penalty: 5793.509766
	Iteration 44Q: 3 clusters Score -1.8177e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -18177120.000000 Penalty: 5793.509766
	Iteration 45Q: 3 clusters Score -1.817712e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -18177134.000000 Penalty: 5793.509766
	Iteration 46Q: 3 clusters Score -1.817713e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -18177178.000000 Penalty: 5793.509766
	Iteration 47Q: 3 clusters Score -1.817718e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -18177222.000000 Penalty: 5793.509766
	Iteration 48Q: 3 clusters Score -1.817722e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -18177250.000000 Penalty: 5793.509766
	Iteration 49Q: 3 clusters Score -1.817725e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -18177264.000000 Penalty: 5793.509766
	Iteration 50Q: 3 clusters Score -1.817726e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78683 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -18177290.000000 Penalty: 5793.509766
	Iteration 51Q: 3 clusters Score -1.817729e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -18177314.000000 Penalty: 5793.509766
	Iteration 52Q: 3 clusters Score -1.817731e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -18177310.000000 Penalty: 5793.509766
	Iteration 53Q: 3 clusters Score -1.817731e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -18177266.000000 Penalty: 5793.509766
	Iteration 54Q: 3 clusters Score -1.817727e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -18177282.000000 Penalty: 5793.509766
	Iteration 55Q: 3 clusters Score -1.817728e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -18177332.000000 Penalty: 5793.509766
	Iteration 56Q: 3 clusters Score -1.817733e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -18177374.000000 Penalty: 5793.509766
	Iteration 57Q: 3 clusters Score -1.817737e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -18177404.000000 Penalty: 5793.509766
	Iteration 58Q: 3 clusters Score -1.81774e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -18177442.000000 Penalty: 5793.509766
	Iteration 59Q: 3 clusters Score -1.817744e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -18177456.000000 Penalty: 5793.509766
	Iteration 60F: 3 clusters Score -1.817746e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -18177458.000000 Penalty: 5793.509766
	Iteration 61Q: 3 clusters Score -1.817746e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -18177450.000000 Penalty: 5793.509766
	Iteration 62Q: 3 clusters Score -1.817745e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -18177470.000000 Penalty: 5793.509766
	Iteration 63Q: 3 clusters Score -1.817747e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -18177464.000000 Penalty: 5793.509766
	Iteration 64Q: 3 clusters Score -1.817746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -18177486.000000 Penalty: 5793.509766
	Iteration 65Q: 3 clusters Score -1.817749e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -18177544.000000 Penalty: 5793.509766
	Iteration 66Q: 3 clusters Score -1.817754e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -18177512.000000 Penalty: 5793.509766
	Iteration 67Q: 3 clusters Score -1.817751e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -18177526.000000 Penalty: 5793.509766
	Iteration 68Q: 3 clusters Score -1.817753e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -18177556.000000 Penalty: 5793.509766
	Iteration 69Q: 3 clusters Score -1.817756e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -18177566.000000 Penalty: 5793.509766
	Iteration 70Q: 3 clusters Score -1.817757e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -18177590.000000 Penalty: 5793.509766
	Iteration 71Q: 3 clusters Score -1.817759e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -18177576.000000 Penalty: 5793.509766
	Iteration 72Q: 3 clusters Score -1.817758e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -18177608.000000 Penalty: 5793.509766
	Iteration 73Q: 3 clusters Score -1.817761e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -18177582.000000 Penalty: 5793.509766
	Iteration 74Q: 3 clusters Score -1.817758e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -18177640.000000 Penalty: 5793.509766
	Iteration 75Q: 3 clusters Score -1.817764e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -18177658.000000 Penalty: 5793.509766
	Iteration 76Q: 3 clusters Score -1.817766e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -18177664.000000 Penalty: 5793.509766
	Iteration 77Q: 3 clusters Score -1.817766e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -18177670.000000 Penalty: 5793.509766
	Iteration 78Q: 3 clusters Score -1.817767e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -18177660.000000 Penalty: 5793.509766
	Iteration 79Q: 3 clusters Score -1.817766e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -18177668.000000 Penalty: 5793.509766
	Iteration 80F: 3 clusters Score -1.817767e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -18177692.000000 Penalty: 5793.509766
	Iteration 81Q: 3 clusters Score -1.817769e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -18177726.000000 Penalty: 5793.509766
	Iteration 82Q: 3 clusters Score -1.817773e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -18177724.000000 Penalty: 5793.509766
	Iteration 83Q: 3 clusters Score -1.817772e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -18177768.000000 Penalty: 5793.509766
	Iteration 84Q: 3 clusters Score -1.817777e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -18177790.000000 Penalty: 5793.509766
	Iteration 85Q: 3 clusters Score -1.817779e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -18177800.000000 Penalty: 5793.509766
	Iteration 86Q: 3 clusters Score -1.81778e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -18177836.000000 Penalty: 5793.509766
	Iteration 87Q: 3 clusters Score -1.817784e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -18177840.000000 Penalty: 5793.509766
	Iteration 88Q: 3 clusters Score -1.817784e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -18177852.000000 Penalty: 5793.509766
	Iteration 89Q: 3 clusters Score -1.817785e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -18177908.000000 Penalty: 5793.509766
	Iteration 90Q: 3 clusters Score -1.817791e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -18177932.000000 Penalty: 5793.509766
	Iteration 91Q: 3 clusters Score -1.817793e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -18177924.000000 Penalty: 5793.509766
	Iteration 92Q: 3 clusters Score -1.817792e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -18177952.000000 Penalty: 5793.509766
	Iteration 93Q: 3 clusters Score -1.817795e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -18177982.000000 Penalty: 5793.509766
	Iteration 94Q: 3 clusters Score -1.817798e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -18178042.000000 Penalty: 5793.509766
	Iteration 95Q: 3 clusters Score -1.817804e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -18178114.000000 Penalty: 5793.509766
	Iteration 96Q: 3 clusters Score -1.817811e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -18178150.000000 Penalty: 5793.509766
	Iteration 97Q: 3 clusters Score -1.817815e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -18178150.000000 Penalty: 5793.509766
	Iteration 98Q: 3 clusters Score -1.817815e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -18178222.000000 Penalty: 5793.509766
	Iteration 99Q: 3 clusters Score -1.817822e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -18178324.000000 Penalty: 5793.509766
	Iteration 100F: 3 clusters Score -1.817832e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -18178394.000000 Penalty: 5793.509766
	Iteration 101Q: 3 clusters Score -1.817839e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -18178482.000000 Penalty: 5793.509766
	Iteration 102Q: 3 clusters Score -1.817848e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -18178572.000000 Penalty: 5793.509766
	Iteration 103Q: 3 clusters Score -1.817857e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -18178594.000000 Penalty: 5793.509766
	Iteration 104Q: 3 clusters Score -1.817859e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -18178644.000000 Penalty: 5793.509766
	Iteration 105Q: 3 clusters Score -1.817864e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -18178726.000000 Penalty: 5793.509766
	Iteration 106Q: 3 clusters Score -1.817873e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -18178750.000000 Penalty: 5793.509766
	Iteration 107Q: 3 clusters Score -1.817875e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91731 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -18178874.000000 Penalty: 5793.509766
	Iteration 108Q: 3 clusters Score -1.817887e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -18178936.000000 Penalty: 5793.509766
	Iteration 109Q: 3 clusters Score -1.817894e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -18179020.000000 Penalty: 5793.509766
	Iteration 110Q: 3 clusters Score -1.817902e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -18179038.000000 Penalty: 5793.509766
	Iteration 111Q: 3 clusters Score -1.817904e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -18179102.000000 Penalty: 5793.509766
	Iteration 112Q: 3 clusters Score -1.81791e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -18179212.000000 Penalty: 5793.509766
	Iteration 113Q: 3 clusters Score -1.817921e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -18179260.000000 Penalty: 5793.509766
	Iteration 114Q: 3 clusters Score -1.817926e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -18179284.000000 Penalty: 5793.509766
	Iteration 115Q: 3 clusters Score -1.817928e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -18179430.000000 Penalty: 5793.509766
	Iteration 116Q: 3 clusters Score -1.817943e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -18179458.000000 Penalty: 5793.509766
	Iteration 117Q: 3 clusters Score -1.817946e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -18179534.000000 Penalty: 5793.509766
	Iteration 118Q: 3 clusters Score -1.817953e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -18179640.000000 Penalty: 5793.509766
	Iteration 119Q: 3 clusters Score -1.817964e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -18179750.000000 Penalty: 5793.509766
	Iteration 120F: 3 clusters Score -1.817975e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -18179750.000000 Penalty: 5793.509766
	Iteration 121Q: 3 clusters Score -1.817975e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -18179842.000000 Penalty: 5793.509766
	Iteration 122Q: 3 clusters Score -1.817984e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -18179946.000000 Penalty: 5793.509766
	Iteration 123Q: 3 clusters Score -1.817995e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -18180028.000000 Penalty: 5793.509766
	Iteration 124Q: 3 clusters Score -1.818003e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.818006e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -18180108.000000 Penalty: 5793.509766
	Iteration 126Q: 3 clusters Score -1.818011e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -18180158.000000 Penalty: 5793.509766
	Iteration 127Q: 3 clusters Score -1.818016e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100329 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -18180184.000000 Penalty: 5793.509766
	Iteration 128Q: 3 clusters Score -1.818018e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -18180302.000000 Penalty: 5793.509766
	Iteration 129Q: 3 clusters Score -1.81803e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -18180356.000000 Penalty: 5793.509766
	Iteration 130Q: 3 clusters Score -1.818036e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -18180392.000000 Penalty: 5793.509766
	Iteration 131Q: 3 clusters Score -1.818039e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -18180408.000000 Penalty: 5793.509766
	Iteration 132Q: 3 clusters Score -1.818041e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -18180448.000000 Penalty: 5793.509766
	Iteration 133Q: 3 clusters Score -1.818045e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -18180522.000000 Penalty: 5793.509766
	Iteration 134Q: 3 clusters Score -1.818052e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -18180556.000000 Penalty: 5793.509766
	Iteration 135Q: 3 clusters Score -1.818056e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103330 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -18180594.000000 Penalty: 5793.509766
	Iteration 136Q: 3 clusters Score -1.818059e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -18180642.000000 Penalty: 5793.509766
	Iteration 137Q: 3 clusters Score -1.818064e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103971 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -18180736.000000 Penalty: 5793.509766
	Iteration 138Q: 3 clusters Score -1.818074e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104302 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -18180826.000000 Penalty: 5793.509766
	Iteration 139Q: 3 clusters Score -1.818083e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -18180858.000000 Penalty: 5793.509766
	Iteration 140F: 3 clusters Score -1.818086e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -18180876.000000 Penalty: 5793.509766
	Iteration 141Q: 3 clusters Score -1.818088e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -18180874.000000 Penalty: 5793.509766
	Iteration 142Q: 3 clusters Score -1.818087e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105427 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -18180932.000000 Penalty: 5793.509766
	Iteration 143Q: 3 clusters Score -1.818093e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.818099e+07 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -18181072.000000 Penalty: 5793.509766
	Iteration 145Q: 3 clusters Score -1.818107e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.81811e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.818111e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -18181128.000000 Penalty: 5793.509766
	Iteration 148Q: 3 clusters Score -1.818113e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -18181142.000000 Penalty: 5793.509766
	Iteration 149Q: 3 clusters Score -1.818114e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.818117e+07 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.818123e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -18181254.000000 Penalty: 5793.509766
	Iteration 152Q: 3 clusters Score -1.818125e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107559 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.81813e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -18181318.000000 Penalty: 5793.509766
	Iteration 154Q: 3 clusters Score -1.818132e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.818138e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -18181430.000000 Penalty: 5793.509766
	Iteration 156Q: 3 clusters Score -1.818143e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -18181460.000000 Penalty: 5793.509766
	Iteration 157Q: 3 clusters Score -1.818146e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -18181492.000000 Penalty: 5793.509766
	Iteration 158Q: 3 clusters Score -1.818149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -18181486.000000 Penalty: 5793.509766
	Iteration 159Q: 3 clusters Score -1.818149e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -18181498.000000 Penalty: 5793.509766
	Iteration 160F: 3 clusters Score -1.81815e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -18181512.000000 Penalty: 5793.509766
	Iteration 161Q: 3 clusters Score -1.818151e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -18181532.000000 Penalty: 5793.509766
	Iteration 162Q: 3 clusters Score -1.818153e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109145 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -18181590.000000 Penalty: 5793.509766
	Iteration 163Q: 3 clusters Score -1.818159e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -18181608.000000 Penalty: 5793.509766
	Iteration 164Q: 3 clusters Score -1.818161e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -18181638.000000 Penalty: 5793.509766
	Iteration 165Q: 3 clusters Score -1.818164e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -18181646.000000 Penalty: 5793.509766
	Iteration 166Q: 3 clusters Score -1.818165e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -18181682.000000 Penalty: 5793.509766
	Iteration 167Q: 3 clusters Score -1.818168e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -18181680.000000 Penalty: 5793.509766
	Iteration 168Q: 3 clusters Score -1.818168e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -18181670.000000 Penalty: 5793.509766
	Iteration 169Q: 3 clusters Score -1.818167e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -18181664.000000 Penalty: 5793.509766
	Iteration 170Q: 3 clusters Score -1.818166e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -18181680.000000 Penalty: 5793.509766
	Iteration 171Q: 3 clusters Score -1.818168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -18181714.000000 Penalty: 5793.509766
	Iteration 172Q: 3 clusters Score -1.818171e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -18181700.000000 Penalty: 5793.509766
	Iteration 173Q: 3 clusters Score -1.81817e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -18181728.000000 Penalty: 5793.509766
	Iteration 174Q: 3 clusters Score -1.818173e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -18181772.000000 Penalty: 5793.509766
	Iteration 175Q: 3 clusters Score -1.818177e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110439 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -18181806.000000 Penalty: 5793.509766
	Iteration 176Q: 3 clusters Score -1.818181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.818181e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110701 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -18181894.000000 Penalty: 5793.509766
	Iteration 178Q: 3 clusters Score -1.818189e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110835 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -18181894.000000 Penalty: 5793.509766
	Iteration 179Q: 3 clusters Score -1.818189e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -18181890.000000 Penalty: 5793.509766
	Iteration 180F: 3 clusters Score -1.818189e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.818189e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -18181884.000000 Penalty: 5793.509766
	Iteration 182Q: 3 clusters Score -1.818188e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -18181906.000000 Penalty: 5793.509766
	Iteration 183Q: 3 clusters Score -1.818191e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111332 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -18181918.000000 Penalty: 5793.509766
	Iteration 184Q: 3 clusters Score -1.818192e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -18181930.000000 Penalty: 5793.509766
	Iteration 185Q: 3 clusters Score -1.818193e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -18181952.000000 Penalty: 5793.509766
	Iteration 186Q: 3 clusters Score -1.818195e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -18181958.000000 Penalty: 5793.509766
	Iteration 187Q: 3 clusters Score -1.818196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -18181946.000000 Penalty: 5793.509766
	Iteration 188Q: 3 clusters Score -1.818195e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -18181932.000000 Penalty: 5793.509766
	Iteration 189Q: 3 clusters Score -1.818193e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -18181960.000000 Penalty: 5793.509766
	Iteration 190Q: 3 clusters Score -1.818196e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -18181970.000000 Penalty: 5793.509766
	Iteration 191Q: 3 clusters Score -1.818197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -18182000.000000 Penalty: 5793.509766
	Iteration 192Q: 3 clusters Score -1.8182e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -18181996.000000 Penalty: 5793.509766
	Iteration 193Q: 3 clusters Score -1.8182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -18182008.000000 Penalty: 5793.509766
	Iteration 194Q: 3 clusters Score -1.818201e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112000 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -18182030.000000 Penalty: 5793.509766
	Iteration 195Q: 3 clusters Score -1.818203e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -18182040.000000 Penalty: 5793.509766
	Iteration 196Q: 3 clusters Score -1.818204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -18182066.000000 Penalty: 5793.509766
	Iteration 197Q: 3 clusters Score -1.818207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -18182058.000000 Penalty: 5793.509766
	Iteration 198Q: 3 clusters Score -1.818206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -18182078.000000 Penalty: 5793.509766
	Iteration 199Q: 3 clusters Score -1.818208e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -18182114.000000 Penalty: 5793.509766
	Iteration 200F: 3 clusters Score -1.818211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -18182134.000000 Penalty: 5793.509766
	Iteration 201Q: 3 clusters Score -1.818213e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -18182124.000000 Penalty: 5793.509766
	Iteration 202Q: 3 clusters Score -1.818212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -18182140.000000 Penalty: 5793.509766
	Iteration 203Q: 3 clusters Score -1.818214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -18182154.000000 Penalty: 5793.509766
	Iteration 204Q: 3 clusters Score -1.818215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112359 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -18182158.000000 Penalty: 5793.509766
	Iteration 205Q: 3 clusters Score -1.818216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -18182168.000000 Penalty: 5793.509766
	Iteration 206Q: 3 clusters Score -1.818217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -18182182.000000 Penalty: 5793.509766
	Iteration 207Q: 3 clusters Score -1.818218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -18182186.000000 Penalty: 5793.509766
	Iteration 208Q: 3 clusters Score -1.818219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -18182210.000000 Penalty: 5793.509766
	Iteration 209Q: 3 clusters Score -1.818221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112476 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -18182226.000000 Penalty: 5793.509766
	Iteration 210Q: 3 clusters Score -1.818223e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -18182232.000000 Penalty: 5793.509766
	Iteration 211Q: 3 clusters Score -1.818223e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -18182222.000000 Penalty: 5793.509766
	Iteration 212Q: 3 clusters Score -1.818222e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -18182234.000000 Penalty: 5793.509766
	Iteration 213Q: 3 clusters Score -1.818223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -18182240.000000 Penalty: 5793.509766
	Iteration 214Q: 3 clusters Score -1.818224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -18182218.000000 Penalty: 5793.509766
	Iteration 215Q: 3 clusters Score -1.818222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -18182222.000000 Penalty: 5793.509766
	Iteration 216Q: 3 clusters Score -1.818222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112668 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -18182240.000000 Penalty: 5793.509766
	Iteration 217Q: 3 clusters Score -1.818224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -18182240.000000 Penalty: 5793.509766
	Iteration 218Q: 3 clusters Score -1.818224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -18182240.000000 Penalty: 5793.509766
	Iteration 219Q: 3 clusters Score -1.818224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112740 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -18182256.000000 Penalty: 5793.509766
	Iteration 220F: 3 clusters Score -1.818226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -18182262.000000 Penalty: 5793.509766
	Iteration 221Q: 3 clusters Score -1.818226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112778 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -18182258.000000 Penalty: 5793.509766
	Iteration 222Q: 3 clusters Score -1.818226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112799 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -18182254.000000 Penalty: 5793.509766
	Iteration 223Q: 3 clusters Score -1.818225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112824 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -18182264.000000 Penalty: 5793.509766
	Iteration 224Q: 3 clusters Score -1.818226e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -18182264.000000 Penalty: 5793.509766
	Iteration 225Q: 3 clusters Score -1.818226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -18182252.000000 Penalty: 5793.509766
	Iteration 226Q: 3 clusters Score -1.818225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -18182266.000000 Penalty: 5793.509766
	Iteration 227Q: 3 clusters Score -1.818227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -18182256.000000 Penalty: 5793.509766
	Iteration 228Q: 3 clusters Score -1.818226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -18182274.000000 Penalty: 5793.509766
	Iteration 229Q: 3 clusters Score -1.818227e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -18182280.000000 Penalty: 5793.509766
	Iteration 230Q: 3 clusters Score -1.818228e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113082 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -18182276.000000 Penalty: 5793.509766
	Iteration 231Q: 3 clusters Score -1.818228e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113113 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -18182276.000000 Penalty: 5793.509766
	Iteration 232Q: 3 clusters Score -1.818228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113147 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -18182282.000000 Penalty: 5793.509766
	Iteration 233Q: 3 clusters Score -1.818228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -18182282.000000 Penalty: 5793.509766
	Iteration 234Q: 3 clusters Score -1.818228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -18182294.000000 Penalty: 5793.509766
	Iteration 235Q: 3 clusters Score -1.818229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -18182300.000000 Penalty: 5793.509766
	Iteration 236Q: 3 clusters Score -1.81823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -18182292.000000 Penalty: 5793.509766
	Iteration 237Q: 3 clusters Score -1.818229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113254 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -18182300.000000 Penalty: 5793.509766
	Iteration 238Q: 3 clusters Score -1.81823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -18182306.000000 Penalty: 5793.509766
	Iteration 239Q: 3 clusters Score -1.818231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -18182308.000000 Penalty: 5793.509766
	Iteration 240F: 3 clusters Score -1.818231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -18182312.000000 Penalty: 5793.509766
	Iteration 241Q: 3 clusters Score -1.818231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -18182302.000000 Penalty: 5793.509766
	Iteration 242Q: 3 clusters Score -1.81823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -18182314.000000 Penalty: 5793.509766
	Iteration 243Q: 3 clusters Score -1.818231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113326 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -18182308.000000 Penalty: 5793.509766
	Iteration 244Q: 3 clusters Score -1.818231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -18182318.000000 Penalty: 5793.509766
	Iteration 245Q: 3 clusters Score -1.818232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -18182320.000000 Penalty: 5793.509766
	Iteration 246Q: 3 clusters Score -1.818232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -18182338.000000 Penalty: 5793.509766
	Iteration 247Q: 3 clusters Score -1.818234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -18182336.000000 Penalty: 5793.509766
	Iteration 248Q: 3 clusters Score -1.818234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -18182330.000000 Penalty: 5793.509766
	Iteration 249Q: 3 clusters Score -1.818233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -18182330.000000 Penalty: 5793.509766
	Iteration 250F: 3 clusters Score -1.818233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Entering Unmasked Estep 
Score: -333081.968750 Penalty: 1950.566650
	Iteration 0F: 2 clusters Score -333082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330120.218750 Penalty: 3901.133301
	Iteration 0F: 3 clusters Score -330120.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -330844.531250 Penalty: 3901.133301
	Iteration 1F: 3 clusters Score -330844.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -331091.281250 Penalty: 3901.133301
	Iteration 2F: 3 clusters Score -331091.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -331310.125000 Penalty: 3901.133301
	Iteration 3F: 3 clusters Score -331310.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -331490.187500 Penalty: 3901.133301
	Iteration 4F: 3 clusters Score -331490.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -331670.750000 Penalty: 3901.133301
	Iteration 5F: 3 clusters Score -331670.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -331834.531250 Penalty: 3901.133301
	Iteration 6Q: 3 clusters Score -331834.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -331954.750000 Penalty: 3901.133301
	Iteration 7Q: 3 clusters Score -331954.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -332035.000000 Penalty: 3901.133301
	Iteration 8Q: 3 clusters Score -332035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -332100.437500 Penalty: 3901.133301
	Iteration 9Q: 3 clusters Score -332100.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -332141.843750 Penalty: 3901.133301
	Iteration 10Q: 3 clusters Score -332141.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -332182.468750 Penalty: 3901.133301
	Iteration 11Q: 3 clusters Score -332182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -332211.906250 Penalty: 3901.133301
	Iteration 12Q: 3 clusters Score -332211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -332220.062500 Penalty: 3901.133301
	Iteration 13Q: 3 clusters Score -332220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -332226.000000 Penalty: 3901.133301
	Iteration 14Q: 3 clusters Score -332226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -332234.468750 Penalty: 3901.133301
	Iteration 15Q: 3 clusters Score -332234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -332242.218750 Penalty: 3901.133301
	Iteration 16Q: 3 clusters Score -332242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -332247.843750 Penalty: 3901.133301
	Iteration 17Q: 3 clusters Score -332247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -332253.843750 Penalty: 3901.133301
	Iteration 18Q: 3 clusters Score -332253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -332258.500000 Penalty: 3901.133301
	Iteration 19Q: 3 clusters Score -332258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -332263.781250 Penalty: 3901.133301
	Iteration 20F: 3 clusters Score -332263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -332268.468750 Penalty: 3901.133301
	Iteration 21Q: 3 clusters Score -332268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -332273.656250 Penalty: 3901.133301
	Iteration 22Q: 3 clusters Score -332273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -332279.156250 Penalty: 3901.133301
	Iteration 23Q: 3 clusters Score -332279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -332282.250000 Penalty: 3901.133301
	Iteration 24Q: 3 clusters Score -332282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -332285.093750 Penalty: 3901.133301
	Iteration 25Q: 3 clusters Score -332285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -332286.000000 Penalty: 3901.133301
	Iteration 26Q: 3 clusters Score -332286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -332286.906250 Penalty: 3901.133301
	Iteration 27Q: 3 clusters Score -332286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -332286.906250 Penalty: 3901.133301
	Iteration 28F: 3 clusters Score -332286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -296470.906250 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -296470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -293882.062500 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -293882.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -294413.687500 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -294413.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -294576.562500 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -294576.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -294685.250000 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -294685.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -294769.750000 Penalty: 3776.454102
	Iteration 4Q: 3 clusters Score -294769.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -294831.218750 Penalty: 3776.454102
	Iteration 5Q: 3 clusters Score -294831.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -294916.687500 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -294916.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -295019.062500 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -295019.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295132.000000 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -295132 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295229.843750 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -295229.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295316.656250 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -295316.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295392.437500 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -295392.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -295453.156250 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -295453.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295497.218750 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -295497.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -295521.312500 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -295521.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295555.843750 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -295555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295588.968750 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -295589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295609.187500 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -295609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295619.343750 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -295619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -295634.937500 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -295634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -295655.125000 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -295655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295668.500000 Penalty: 3776.454102
	Iteration 21Q: 3 clusters Score -295668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -295675.531250 Penalty: 3776.454102
	Iteration 22Q: 3 clusters Score -295675.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -295680.968750 Penalty: 3776.454102
	Iteration 23Q: 3 clusters Score -295681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295688.406250 Penalty: 3776.454102
	Iteration 24Q: 3 clusters Score -295688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295693.937500 Penalty: 3776.454102
	Iteration 25Q: 3 clusters Score -295693.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -295698.187500 Penalty: 3776.454102
	Iteration 26Q: 3 clusters Score -295698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -295699.875000 Penalty: 3776.454102
	Iteration 27Q: 3 clusters Score -295699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -295700.968750 Penalty: 3776.454102
	Iteration 28Q: 3 clusters Score -295701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295701.656250 Penalty: 3776.454102
	Iteration 29Q: 3 clusters Score -295701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -295704.125000 Penalty: 3776.454102
	Iteration 30Q: 3 clusters Score -295704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -295704.125000 Penalty: 3776.454102
	Iteration 31F: 3 clusters Score -295704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -639945.312500 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -639945.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -635719.187500 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -635719.2 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -636745.812500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -636745.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -637001.125000 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -637001.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -637256.125000 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -637256.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -637548.687500 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -637548.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -637765.687500 Penalty: 4177.531250
	Iteration 5F: 3 clusters Score -637765.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -637924.937500 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -637924.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -638042.875000 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -638042.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -638123.562500 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -638123.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -638185.875000 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -638185.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -638246.625000 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -638246.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -638273.500000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -638273.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -638296.125000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -638296.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -638321.812500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -638321.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -638336.687500 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -638336.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -638351.250000 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -638351.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -638363.125000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -638363.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -638376.875000 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -638376.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -638381.812500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -638381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -638391.000000 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -638391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -638398.750000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -638398.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -638404.375000 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -638404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -638405.062500 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -638405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -638407.250000 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -638407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -638407.500000 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -638407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -638408.000000 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -638408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -638407.375000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -638407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -638410.062500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -638410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -638412.750000 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -638412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -638413.375000 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -638413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -638416.250000 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -638416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -638415.875000 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -638415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -638417.437500 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -638417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -638418.312500 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -638418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -638417.875000 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -638417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -638419.000000 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -638419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -638420.812500 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -638420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -638421.375000 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -638421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -638423.875000 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -638423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -638424.500000 Penalty: 4177.531250
	Iteration 39Q: 3 clusters Score -638424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -638424.500000 Penalty: 4177.531250
	Iteration 40F: 3 clusters Score -638424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -20881.173828 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -20881.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19996.208984 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19996.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20113.025391 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -20113.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20147.156250 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -20147.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20162.412109 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -20162.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20184.962891 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -20184.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20184.962891 Penalty: 2572.943359
	Iteration 5F: 3 clusters Score -20184.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66393.281250 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66393.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66631.265625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66631.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66786.062500 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66786.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66845.976562 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -66845.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66880.437500 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -66880.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66904.835938 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -66904.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66952.773438 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -66952.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66980.539062 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -66980.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67003.164062 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67003.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67006.335938 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67006.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67006.335938 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -67006.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -9003.998047 Penalty: 1137.072021
	Iteration 0F: 2 clusters Score -9003.998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8252.882812 Penalty: 2274.144043
	Iteration 0F: 3 clusters Score -8252.883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8284.339844 Penalty: 2274.144043
	Iteration 1Q: 3 clusters Score -8284.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8286.571289 Penalty: 2274.144043
	Iteration 2Q: 3 clusters Score -8286.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8286.571289 Penalty: 2274.144043
	Iteration 3F: 3 clusters Score -8286.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58877.121094 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58877.12 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59070.160156 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59070.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59145.183594 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -59145.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59167.308594 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59167.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59174.703125 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59182.847656 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59182.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59182.847656 Penalty: 3013.371582
	Iteration 6F: 3 clusters Score -59182.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -93569.781250 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -93569.78 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 421 members 
Entering Unmasked Estep 
Score: -91910.656250 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -91910.66 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92344.796875 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -92344.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92486.507812 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -92486.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -92629.429688 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -92629.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -92700.539062 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -92700.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92784.718750 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -92784.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92909.773438 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -92909.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92984.867188 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -92984.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93068.679688 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -93068.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93117.164062 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -93117.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93160.406250 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -93160.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93212.289062 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -93212.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93280.117188 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -93280.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93314.671875 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -93314.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93357.250000 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -93357.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93388.367188 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -93388.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93410.226562 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -93410.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93442.882812 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -93442.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93463.507812 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -93463.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93464.828125 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -93464.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93477.742188 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -93477.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93509.796875 Penalty: 3323.562744
	Iteration 21Q: 3 clusters Score -93509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93528.265625 Penalty: 3323.562744
	Iteration 22Q: 3 clusters Score -93528.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93547.984375 Penalty: 3323.562744
	Iteration 23Q: 3 clusters Score -93547.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93549.703125 Penalty: 3323.562744
	Iteration 24Q: 3 clusters Score -93549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93549.703125 Penalty: 3323.562744
	Iteration 25F: 3 clusters Score -93549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 15257 members 
Mstep: Class 3 contains 25970 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 16415 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37776 members 
Mstep: Class 11 contains 159766 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40961 members 
Mstep: Class 17 contains 110738 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 20 contains 8913 members 
Mstep: Class 21 contains 13783 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36642 members 
Mstep: Class 24 contains 19470 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15494 members 
Mstep: Class 30 contains 118239 members 
Mstep: Class 31 contains 2605 members 
Mstep: Class 32 contains 2026 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169512.000000 Penalty: 126803.226562
Iteration 199Q: 39 clusters Score -1.041695e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25981 members 
Mstep: Class 4 contains 1870 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 10525 members 
Mstep: Class 7 contains 16401 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 37815 members 
Mstep: Class 11 contains 160098 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4865 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 110613 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3248 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36639 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 953 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15506 members 
Mstep: Class 30 contains 117994 members 
Mstep: Class 31 contains 2593 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169400.000000 Penalty: 126803.226562
Iteration 200F: 39 clusters Score -1.041694e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25975 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 16386 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 37839 members 
Mstep: Class 11 contains 160412 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40950 members 
Mstep: Class 17 contains 110387 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 8911 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36638 members 
Mstep: Class 24 contains 19458 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 952 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15513 members 
Mstep: Class 30 contains 117918 members 
Mstep: Class 31 contains 2582 members 
Mstep: Class 32 contains 2029 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169360.000000 Penalty: 126803.226562
Iteration 201Q: 39 clusters Score -1.041694e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25970 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 16388 members 
Mstep: Class 8 contains 2788 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37860 members 
Mstep: Class 11 contains 160653 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 110176 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 8910 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36651 members 
Mstep: Class 24 contains 19455 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 948 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15524 members 
Mstep: Class 30 contains 117866 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169048.000000 Penalty: 126803.226562
Iteration 202Q: 39 clusters Score -1.04169e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10529 members 
Mstep: Class 7 contains 16365 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 160866 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 110040 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 20 contains 8908 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36658 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15534 members 
Mstep: Class 30 contains 117778 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168952.000000 Penalty: 126803.226562
Iteration 203Q: 39 clusters Score -1.04169e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25961 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 16346 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37911 members 
Mstep: Class 11 contains 161031 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 109872 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 3281 members 
Mstep: Class 20 contains 8904 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36663 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 15545 members 
Mstep: Class 30 contains 117749 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169320.000000 Penalty: 126803.226562
Iteration 204Q: 39 clusters Score -1.041693e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25969 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 16327 members 
Mstep: Class 8 contains 2793 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37933 members 
Mstep: Class 11 contains 161183 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4852 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40942 members 
Mstep: Class 17 contains 109724 members 
Mstep: Class 18 contains 3068 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 8897 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36665 members 
Mstep: Class 24 contains 19448 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 15567 members 
Mstep: Class 30 contains 117718 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 2037 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169320.000000 Penalty: 126803.226562
Iteration 205Q: 39 clusters Score -1.041693e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25968 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 16301 members 
Mstep: Class 8 contains 2792 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37957 members 
Mstep: Class 11 contains 161363 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40933 members 
Mstep: Class 17 contains 109542 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 8896 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36673 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 15586 members 
Mstep: Class 30 contains 117696 members 
Mstep: Class 31 contains 2543 members 
Mstep: Class 32 contains 2035 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 98 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169096.000000 Penalty: 126803.226562
Iteration 206Q: 39 clusters Score -1.041691e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25968 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 11 contains 161500 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40928 members 
Mstep: Class 17 contains 109424 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36671 members 
Mstep: Class 24 contains 19445 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15606 members 
Mstep: Class 30 contains 117680 members 
Mstep: Class 31 contains 2543 members 
Mstep: Class 32 contains 2034 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169016.000000 Penalty: 126803.226562
Iteration 207Q: 39 clusters Score -1.04169e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25962 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10562 members 
Mstep: Class 7 contains 16265 members 
Mstep: Class 8 contains 2796 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 37990 members 
Mstep: Class 11 contains 161660 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4847 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40927 members 
Mstep: Class 17 contains 109341 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 8882 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36666 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15617 members 
Mstep: Class 30 contains 117622 members 
Mstep: Class 31 contains 2543 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168896.000000 Penalty: 126803.226562
Iteration 208Q: 39 clusters Score -1.041689e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25955 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38014 members 
Mstep: Class 11 contains 161815 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4838 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 109257 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 8870 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36658 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15624 members 
Mstep: Class 30 contains 117587 members 
Mstep: Class 31 contains 2542 members 
Mstep: Class 32 contains 2034 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168848.000000 Penalty: 126803.226562
Iteration 209Q: 39 clusters Score -1.041688e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25945 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10568 members 
Mstep: Class 7 contains 16210 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38043 members 
Mstep: Class 11 contains 161895 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40923 members 
Mstep: Class 17 contains 109211 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36660 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15629 members 
Mstep: Class 30 contains 117575 members 
Mstep: Class 31 contains 2541 members 
Mstep: Class 32 contains 2034 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168528.000000 Penalty: 126803.226562
Iteration 210Q: 39 clusters Score -1.041685e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25936 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10580 members 
Mstep: Class 7 contains 16192 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38065 members 
Mstep: Class 11 contains 161953 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 109150 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36657 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15638 members 
Mstep: Class 30 contains 117585 members 
Mstep: Class 31 contains 2541 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168616.000000 Penalty: 126803.226562
Iteration 211Q: 39 clusters Score -1.041686e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25928 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 16175 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38077 members 
Mstep: Class 11 contains 162049 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40924 members 
Mstep: Class 17 contains 109060 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36650 members 
Mstep: Class 24 contains 19431 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15649 members 
Mstep: Class 30 contains 117587 members 
Mstep: Class 31 contains 2540 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168520.000000 Penalty: 126803.226562
Iteration 212Q: 39 clusters Score -1.041685e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25920 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10601 members 
Mstep: Class 7 contains 16163 members 
Mstep: Class 8 contains 2802 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38103 members 
Mstep: Class 11 contains 162112 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40922 members 
Mstep: Class 17 contains 108986 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 8841 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36646 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15661 members 
Mstep: Class 30 contains 117584 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168432.000000 Penalty: 126803.226562
Iteration 213Q: 39 clusters Score -1.041684e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25919 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10603 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38132 members 
Mstep: Class 11 contains 162150 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40921 members 
Mstep: Class 17 contains 108961 members 
Mstep: Class 18 contains 3062 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36634 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15668 members 
Mstep: Class 30 contains 117584 members 
Mstep: Class 31 contains 2535 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168584.000000 Penalty: 126803.226562
Iteration 214Q: 39 clusters Score -1.041686e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25920 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10600 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 2807 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38154 members 
Mstep: Class 11 contains 162187 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40919 members 
Mstep: Class 17 contains 108942 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 8834 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36624 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15678 members 
Mstep: Class 30 contains 117562 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2033 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168632.000000 Penalty: 126803.226562
Iteration 215Q: 39 clusters Score -1.041686e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25920 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38170 members 
Mstep: Class 11 contains 162226 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40911 members 
Mstep: Class 17 contains 108919 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8820 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36622 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15693 members 
Mstep: Class 30 contains 117546 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2032 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168792.000000 Penalty: 126803.226562
Iteration 216Q: 39 clusters Score -1.041688e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10598 members 
Mstep: Class 7 contains 16106 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38187 members 
Mstep: Class 11 contains 162284 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40910 members 
Mstep: Class 17 contains 108935 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36617 members 
Mstep: Class 24 contains 19427 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15697 members 
Mstep: Class 30 contains 117479 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168920.000000 Penalty: 126803.226562
Iteration 217Q: 39 clusters Score -1.041689e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25926 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10596 members 
Mstep: Class 7 contains 16083 members 
Mstep: Class 8 contains 2808 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38206 members 
Mstep: Class 11 contains 162344 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40911 members 
Mstep: Class 17 contains 108942 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8802 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36609 members 
Mstep: Class 24 contains 19419 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15705 members 
Mstep: Class 30 contains 117423 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168696.000000 Penalty: 126803.226562
Iteration 218Q: 39 clusters Score -1.041687e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25926 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10593 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38225 members 
Mstep: Class 11 contains 162451 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40909 members 
Mstep: Class 17 contains 108925 members 
Mstep: Class 18 contains 3066 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8795 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36604 members 
Mstep: Class 24 contains 19411 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 117347 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168712.000000 Penalty: 126803.226562
Iteration 219Q: 39 clusters Score -1.041687e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25919 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10593 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38238 members 
Mstep: Class 11 contains 162547 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40908 members 
Mstep: Class 17 contains 108866 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8793 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36608 members 
Mstep: Class 24 contains 19410 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15715 members 
Mstep: Class 30 contains 117324 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168776.000000 Penalty: 126803.226562
Iteration 220F: 39 clusters Score -1.041688e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25914 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10595 members 
Mstep: Class 7 contains 16017 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38251 members 
Mstep: Class 11 contains 162647 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40905 members 
Mstep: Class 17 contains 108832 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8786 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36606 members 
Mstep: Class 24 contains 19406 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15715 members 
Mstep: Class 30 contains 117290 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2032 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168504.000000 Penalty: 126803.226562
Iteration 221Q: 39 clusters Score -1.041685e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25907 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 15991 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38256 members 
Mstep: Class 11 contains 162764 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4807 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40908 members 
Mstep: Class 17 contains 108741 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8777 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36609 members 
Mstep: Class 24 contains 19401 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 117301 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2032 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168368.000000 Penalty: 126803.226562
Iteration 222Q: 39 clusters Score -1.041684e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25899 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10594 members 
Mstep: Class 7 contains 15969 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38254 members 
Mstep: Class 11 contains 162879 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40905 members 
Mstep: Class 17 contains 108680 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36606 members 
Mstep: Class 24 contains 19403 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15713 members 
Mstep: Class 30 contains 117294 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168168.000000 Penalty: 126803.226562
Iteration 223Q: 39 clusters Score -1.041682e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25895 members 
Mstep: Class 4 contains 1871 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 15941 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38240 members 
Mstep: Class 11 contains 162975 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4799 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40906 members 
Mstep: Class 17 contains 108627 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8758 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36605 members 
Mstep: Class 24 contains 19403 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15712 members 
Mstep: Class 30 contains 117311 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168280.000000 Penalty: 126803.226562
Iteration 224Q: 39 clusters Score -1.041683e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 15906 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38230 members 
Mstep: Class 11 contains 163048 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 108591 members 
Mstep: Class 18 contains 3076 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8754 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36601 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15711 members 
Mstep: Class 30 contains 117349 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168520.000000 Penalty: 126803.226562
Iteration 225Q: 39 clusters Score -1.041685e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25883 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10604 members 
Mstep: Class 7 contains 15888 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38236 members 
Mstep: Class 11 contains 163070 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 108622 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8745 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36596 members 
Mstep: Class 24 contains 19398 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15703 members 
Mstep: Class 30 contains 117327 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168480.000000 Penalty: 126803.226562
Iteration 226Q: 39 clusters Score -1.041685e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25874 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10608 members 
Mstep: Class 7 contains 15866 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38231 members 
Mstep: Class 11 contains 163087 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40904 members 
Mstep: Class 17 contains 108644 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8739 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36594 members 
Mstep: Class 24 contains 19398 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15702 members 
Mstep: Class 30 contains 117330 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168424.000000 Penalty: 126803.226562
Iteration 227Q: 39 clusters Score -1.041684e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25865 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10614 members 
Mstep: Class 7 contains 15852 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38243 members 
Mstep: Class 11 contains 163087 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 108652 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8734 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36592 members 
Mstep: Class 24 contains 19405 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15703 members 
Mstep: Class 30 contains 117322 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168064.000000 Penalty: 126803.226562
Iteration 228Q: 39 clusters Score -1.041681e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25857 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 15840 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38241 members 
Mstep: Class 11 contains 163095 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40895 members 
Mstep: Class 17 contains 108664 members 
Mstep: Class 18 contains 3084 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36592 members 
Mstep: Class 24 contains 19412 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8402 members 
Mstep: Class 29 contains 15699 members 
Mstep: Class 30 contains 117329 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168088.000000 Penalty: 126803.226562
Iteration 229Q: 39 clusters Score -1.041681e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25843 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10622 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38244 members 
Mstep: Class 11 contains 163097 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40896 members 
Mstep: Class 17 contains 108673 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8729 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36591 members 
Mstep: Class 24 contains 19412 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8403 members 
Mstep: Class 29 contains 15693 members 
Mstep: Class 30 contains 117352 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167944.000000 Penalty: 126803.226562
Iteration 230Q: 39 clusters Score -1.041679e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10628 members 
Mstep: Class 7 contains 15815 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38250 members 
Mstep: Class 11 contains 163098 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40896 members 
Mstep: Class 17 contains 108640 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8724 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36590 members 
Mstep: Class 24 contains 19413 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15686 members 
Mstep: Class 30 contains 117397 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167944.000000 Penalty: 126803.226562
Iteration 231Q: 39 clusters Score -1.041679e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 15803 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38260 members 
Mstep: Class 11 contains 163101 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40892 members 
Mstep: Class 17 contains 108578 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8717 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36589 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15684 members 
Mstep: Class 30 contains 117468 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4543 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167800.000000 Penalty: 126803.226562
Iteration 232Q: 39 clusters Score -1.041678e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25820 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 163110 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4801 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40890 members 
Mstep: Class 17 contains 108556 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36579 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15686 members 
Mstep: Class 30 contains 117508 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4543 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167848.000000 Penalty: 126803.226562
Iteration 233Q: 39 clusters Score -1.041678e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25815 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 15778 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38265 members 
Mstep: Class 11 contains 163107 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40888 members 
Mstep: Class 17 contains 108530 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36578 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15686 members 
Mstep: Class 30 contains 117561 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167792.000000 Penalty: 126803.226562
Iteration 234Q: 39 clusters Score -1.041678e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25801 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 15756 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38274 members 
Mstep: Class 11 contains 163079 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4805 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40886 members 
Mstep: Class 17 contains 108570 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36576 members 
Mstep: Class 24 contains 19413 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15688 members 
Mstep: Class 30 contains 117580 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167880.000000 Penalty: 126803.226562
Iteration 235Q: 39 clusters Score -1.041679e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25795 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10640 members 
Mstep: Class 7 contains 15745 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38276 members 
Mstep: Class 11 contains 163067 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 17 contains 108572 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36576 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15687 members 
Mstep: Class 30 contains 117611 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167944.000000 Penalty: 126803.226562
Iteration 236Q: 39 clusters Score -1.041679e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25792 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10641 members 
Mstep: Class 7 contains 15730 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 163044 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 17 contains 108595 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36581 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15693 members 
Mstep: Class 30 contains 117620 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167888.000000 Penalty: 126803.226562
Iteration 237Q: 39 clusters Score -1.041679e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25792 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 15715 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38287 members 
Mstep: Class 11 contains 163049 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40874 members 
Mstep: Class 17 contains 108590 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36574 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15698 members 
Mstep: Class 30 contains 117637 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167952.000000 Penalty: 126803.226562
Iteration 238Q: 39 clusters Score -1.04168e+08 nChanged 575
Entering ConstructFrom: 
Score: -104167952.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -2343012.250000 Penalty: 2393.203369
	Iteration 0F: 2 clusters Score -2343012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2331769.000000 Penalty: 4786.406738
	Iteration 0F: 3 clusters Score -2331769 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2335596.750000 Penalty: 4786.406738
	Iteration 1F: 3 clusters Score -2335597 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2336316.750000 Penalty: 4786.406738
	Iteration 2F: 3 clusters Score -2336317 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2337200.000000 Penalty: 4786.406738
	Iteration 3F: 3 clusters Score -2337200 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2338020.000000 Penalty: 4786.406738
	Iteration 4F: 3 clusters Score -2338020 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2338568.000000 Penalty: 4786.406738
	Iteration 5F: 3 clusters Score -2338568 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2338949.000000 Penalty: 4786.406738
	Iteration 6Q: 3 clusters Score -2338949 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2339235.500000 Penalty: 4786.406738
	Iteration 7Q: 3 clusters Score -2339236 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2339432.000000 Penalty: 4786.406738
	Iteration 8Q: 3 clusters Score -2339432 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2339595.250000 Penalty: 4786.406738
	Iteration 9Q: 3 clusters Score -2339595 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2339713.750000 Penalty: 4786.406738
	Iteration 10Q: 3 clusters Score -2339714 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2339822.500000 Penalty: 4786.406738
	Iteration 11Q: 3 clusters Score -2339822 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2339936.750000 Penalty: 4786.406738
	Iteration 12Q: 3 clusters Score -2339937 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2340050.500000 Penalty: 4786.406738
	Iteration 13Q: 3 clusters Score -2340050 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2340160.750000 Penalty: 4786.406738
	Iteration 14Q: 3 clusters Score -2340161 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2340272.750000 Penalty: 4786.406738
	Iteration 15Q: 3 clusters Score -2340273 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2340360.250000 Penalty: 4786.406738
	Iteration 16Q: 3 clusters Score -2340360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2340430.000000 Penalty: 4786.406738
	Iteration 17Q: 3 clusters Score -2340430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2340513.500000 Penalty: 4786.406738
	Iteration 18Q: 3 clusters Score -2340514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2340581.250000 Penalty: 4786.406738
	Iteration 19Q: 3 clusters Score -2340581 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2340635.750000 Penalty: 4786.406738
	Iteration 20F: 3 clusters Score -2340636 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2340692.250000 Penalty: 4786.406738
	Iteration 21Q: 3 clusters Score -2340692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2340762.000000 Penalty: 4786.406738
	Iteration 22Q: 3 clusters Score -2340762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2340837.250000 Penalty: 4786.406738
	Iteration 23Q: 3 clusters Score -2340837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2340903.750000 Penalty: 4786.406738
	Iteration 24Q: 3 clusters Score -2340904 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2340981.750000 Penalty: 4786.406738
	Iteration 25Q: 3 clusters Score -2340982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2341063.500000 Penalty: 4786.406738
	Iteration 26Q: 3 clusters Score -2341064 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2341144.250000 Penalty: 4786.406738
	Iteration 27Q: 3 clusters Score -2341144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2341229.250000 Penalty: 4786.406738
	Iteration 28Q: 3 clusters Score -2341229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2341305.500000 Penalty: 4786.406738
	Iteration 29Q: 3 clusters Score -2341306 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2341367.750000 Penalty: 4786.406738
	Iteration 30Q: 3 clusters Score -2341368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2341415.000000 Penalty: 4786.406738
	Iteration 31Q: 3 clusters Score -2341415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2341455.250000 Penalty: 4786.406738
	Iteration 32Q: 3 clusters Score -2341455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2341494.500000 Penalty: 4786.406738
	Iteration 33Q: 3 clusters Score -2341494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2341530.000000 Penalty: 4786.406738
	Iteration 34Q: 3 clusters Score -2341530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2341571.500000 Penalty: 4786.406738
	Iteration 35Q: 3 clusters Score -2341572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2341596.750000 Penalty: 4786.406738
	Iteration 36Q: 3 clusters Score -2341597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2341626.750000 Penalty: 4786.406738
	Iteration 37Q: 3 clusters Score -2341627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2341659.000000 Penalty: 4786.406738
	Iteration 38Q: 3 clusters Score -2341659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2341710.000000 Penalty: 4786.406738
	Iteration 39Q: 3 clusters Score -2341710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2341755.250000 Penalty: 4786.406738
	Iteration 40F: 3 clusters Score -2341755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2341812.500000 Penalty: 4786.406738
	Iteration 41Q: 3 clusters Score -2341812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2341860.250000 Penalty: 4786.406738
	Iteration 42Q: 3 clusters Score -2341860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2341891.000000 Penalty: 4786.406738
	Iteration 43Q: 3 clusters Score -2341891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2341920.000000 Penalty: 4786.406738
	Iteration 44Q: 3 clusters Score -2341920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2341931.750000 Penalty: 4786.406738
	Iteration 45Q: 3 clusters Score -2341932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2341943.750000 Penalty: 4786.406738
	Iteration 46Q: 3 clusters Score -2341944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2341958.000000 Penalty: 4786.406738
	Iteration 47Q: 3 clusters Score -2341958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2341969.000000 Penalty: 4786.406738
	Iteration 48Q: 3 clusters Score -2341969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2341978.750000 Penalty: 4786.406738
	Iteration 49Q: 3 clusters Score -2341979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2341992.750000 Penalty: 4786.406738
	Iteration 50Q: 3 clusters Score -2341993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2342001.000000 Penalty: 4786.406738
	Iteration 51Q: 3 clusters Score -2342001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2342004.500000 Penalty: 4786.406738
	Iteration 52Q: 3 clusters Score -2342004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2342012.000000 Penalty: 4786.406738
	Iteration 53Q: 3 clusters Score -2342012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2342012.000000 Penalty: 4786.406738
	Iteration 54Q: 3 clusters Score -2342012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2342022.750000 Penalty: 4786.406738
	Iteration 55Q: 3 clusters Score -2342023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2342025.000000 Penalty: 4786.406738
	Iteration 56Q: 3 clusters Score -2342025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2342030.750000 Penalty: 4786.406738
	Iteration 57Q: 3 clusters Score -2342031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2342035.250000 Penalty: 4786.406738
	Iteration 58Q: 3 clusters Score -2342035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2342039.500000 Penalty: 4786.406738
	Iteration 59Q: 3 clusters Score -2342040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2342047.500000 Penalty: 4786.406738
	Iteration 60F: 3 clusters Score -2342048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2342044.250000 Penalty: 4786.406738
	Iteration 61Q: 3 clusters Score -2342044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2342045.000000 Penalty: 4786.406738
	Iteration 62Q: 3 clusters Score -2342045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2342044.000000 Penalty: 4786.406738
	Iteration 63Q: 3 clusters Score -2342044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2342043.250000 Penalty: 4786.406738
	Iteration 64Q: 3 clusters Score -2342043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2342047.000000 Penalty: 4786.406738
	Iteration 65Q: 3 clusters Score -2342047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2342048.750000 Penalty: 4786.406738
	Iteration 66Q: 3 clusters Score -2342049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2342051.500000 Penalty: 4786.406738
	Iteration 67Q: 3 clusters Score -2342052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2342051.500000 Penalty: 4786.406738
	Iteration 68F: 3 clusters Score -2342052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Entering Unmasked Estep 
Score: -2324121.750000 Penalty: 2388.981445
	Iteration 0F: 2 clusters Score -2324122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2313077.500000 Penalty: 4777.962891
	Iteration 0F: 3 clusters Score -2313078 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2316564.250000 Penalty: 4777.962891
	Iteration 1F: 3 clusters Score -2316564 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2316941.000000 Penalty: 4777.962891
	Iteration 2F: 3 clusters Score -2316941 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2317297.000000 Penalty: 4777.962891
	Iteration 3Q: 3 clusters Score -2317297 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2317708.750000 Penalty: 4777.962891
	Iteration 4Q: 3 clusters Score -2317709 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2318183.000000 Penalty: 4777.962891
	Iteration 5Q: 3 clusters Score -2318183 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2318596.750000 Penalty: 4777.962891
	Iteration 6F: 3 clusters Score -2318597 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2319016.750000 Penalty: 4777.962891
	Iteration 7F: 3 clusters Score -2319017 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2319463.500000 Penalty: 4777.962891
	Iteration 8F: 3 clusters Score -2319464 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2319880.000000 Penalty: 4777.962891
	Iteration 9F: 3 clusters Score -2319880 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2320296.500000 Penalty: 4777.962891
	Iteration 10Q: 3 clusters Score -2320296 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2320725.750000 Penalty: 4777.962891
	Iteration 11Q: 3 clusters Score -2320726 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2321132.750000 Penalty: 4777.962891
	Iteration 12Q: 3 clusters Score -2321133 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2321453.500000 Penalty: 4777.962891
	Iteration 13Q: 3 clusters Score -2321454 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2321724.250000 Penalty: 4777.962891
	Iteration 14Q: 3 clusters Score -2321724 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2321915.500000 Penalty: 4777.962891
	Iteration 15Q: 3 clusters Score -2321916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2322068.750000 Penalty: 4777.962891
	Iteration 16Q: 3 clusters Score -2322069 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2322194.000000 Penalty: 4777.962891
	Iteration 17Q: 3 clusters Score -2322194 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2322286.500000 Penalty: 4777.962891
	Iteration 18Q: 3 clusters Score -2322286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2322341.250000 Penalty: 4777.962891
	Iteration 19Q: 3 clusters Score -2322341 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2322390.750000 Penalty: 4777.962891
	Iteration 20F: 3 clusters Score -2322391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2322423.250000 Penalty: 4777.962891
	Iteration 21Q: 3 clusters Score -2322423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2322454.000000 Penalty: 4777.962891
	Iteration 22Q: 3 clusters Score -2322454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2322474.500000 Penalty: 4777.962891
	Iteration 23Q: 3 clusters Score -2322474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2322489.000000 Penalty: 4777.962891
	Iteration 24Q: 3 clusters Score -2322489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2322505.750000 Penalty: 4777.962891
	Iteration 25Q: 3 clusters Score -2322506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2322517.500000 Penalty: 4777.962891
	Iteration 26Q: 3 clusters Score -2322518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2322529.750000 Penalty: 4777.962891
	Iteration 27Q: 3 clusters Score -2322530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2322539.000000 Penalty: 4777.962891
	Iteration 28Q: 3 clusters Score -2322539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2322559.000000 Penalty: 4777.962891
	Iteration 29Q: 3 clusters Score -2322559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2322567.750000 Penalty: 4777.962891
	Iteration 30Q: 3 clusters Score -2322568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2322585.000000 Penalty: 4777.962891
	Iteration 31Q: 3 clusters Score -2322585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2322594.750000 Penalty: 4777.962891
	Iteration 32Q: 3 clusters Score -2322595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2322604.500000 Penalty: 4777.962891
	Iteration 33Q: 3 clusters Score -2322604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2322617.500000 Penalty: 4777.962891
	Iteration 34Q: 3 clusters Score -2322618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2322622.250000 Penalty: 4777.962891
	Iteration 35Q: 3 clusters Score -2322622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2322622.250000 Penalty: 4777.962891
	Iteration 36Q: 3 clusters Score -2322622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2322626.250000 Penalty: 4777.962891
	Iteration 37Q: 3 clusters Score -2322626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2322630.250000 Penalty: 4777.962891
	Iteration 38Q: 3 clusters Score -2322630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2322639.500000 Penalty: 4777.962891
	Iteration 39Q: 3 clusters Score -2322640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2322647.000000 Penalty: 4777.962891
	Iteration 40F: 3 clusters Score -2322647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2322649.000000 Penalty: 4777.962891
	Iteration 41Q: 3 clusters Score -2322649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2322651.250000 Penalty: 4777.962891
	Iteration 42Q: 3 clusters Score -2322651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2322654.750000 Penalty: 4777.962891
	Iteration 43Q: 3 clusters Score -2322655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2322652.000000 Penalty: 4777.962891
	Iteration 44Q: 3 clusters Score -2322652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2322657.500000 Penalty: 4777.962891
	Iteration 45Q: 3 clusters Score -2322658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2322658.750000 Penalty: 4777.962891
	Iteration 46Q: 3 clusters Score -2322659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2322658.500000 Penalty: 4777.962891
	Iteration 47Q: 3 clusters Score -2322658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2322661.000000 Penalty: 4777.962891
	Iteration 48Q: 3 clusters Score -2322661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2322661.500000 Penalty: 4777.962891
	Iteration 49Q: 3 clusters Score -2322662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2322661.250000 Penalty: 4777.962891
	Iteration 50Q: 3 clusters Score -2322661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2322662.250000 Penalty: 4777.962891
	Iteration 51Q: 3 clusters Score -2322662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2322660.500000 Penalty: 4777.962891
	Iteration 52Q: 3 clusters Score -2322660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2322662.250000 Penalty: 4777.962891
	Iteration 53Q: 3 clusters Score -2322662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2322663.500000 Penalty: 4777.962891
	Iteration 54Q: 3 clusters Score -2322664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2322660.500000 Penalty: 4777.962891
	Iteration 55Q: 3 clusters Score -2322660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2322662.500000 Penalty: 4777.962891
	Iteration 56Q: 3 clusters Score -2322662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2322662.500000 Penalty: 4777.962891
	Iteration 57F: 3 clusters Score -2322662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Entering Unmasked Estep 
Score: -3911432.250000 Penalty: 2519.110352
	Iteration 0F: 2 clusters Score -3911432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3893592.250000 Penalty: 5038.220703
	Iteration 0F: 3 clusters Score -3893592 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3899769.500000 Penalty: 5038.220703
	Iteration 1F: 3 clusters Score -3899770 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3900148.500000 Penalty: 5038.220703
	Iteration 2Q: 3 clusters Score -3900148 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3900502.000000 Penalty: 5038.220703
	Iteration 3Q: 3 clusters Score -3900502 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3900848.250000 Penalty: 5038.220703
	Iteration 4Q: 3 clusters Score -3900848 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3901189.250000 Penalty: 5038.220703
	Iteration 5Q: 3 clusters Score -3901189 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3901598.500000 Penalty: 5038.220703
	Iteration 6Q: 3 clusters Score -3901598 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3902124.500000 Penalty: 5038.220703
	Iteration 7Q: 3 clusters Score -3902124 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3902828.000000 Penalty: 5038.220703
	Iteration 8F: 3 clusters Score -3902828 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3903806.250000 Penalty: 5038.220703
	Iteration 9F: 3 clusters Score -3903806 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3904916.000000 Penalty: 5038.220703
	Iteration 10F: 3 clusters Score -3904916 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3906070.500000 Penalty: 5038.220703
	Iteration 11F: 3 clusters Score -3906070 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3907068.500000 Penalty: 5038.220703
	Iteration 12Q: 3 clusters Score -3907068 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3907888.000000 Penalty: 5038.220703
	Iteration 13Q: 3 clusters Score -3907888 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3908375.000000 Penalty: 5038.220703
	Iteration 14Q: 3 clusters Score -3908375 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3908735.500000 Penalty: 5038.220703
	Iteration 15Q: 3 clusters Score -3908736 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3908915.250000 Penalty: 5038.220703
	Iteration 16Q: 3 clusters Score -3908915 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3909041.500000 Penalty: 5038.220703
	Iteration 17Q: 3 clusters Score -3909042 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3909113.750000 Penalty: 5038.220703
	Iteration 18Q: 3 clusters Score -3909114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3909163.000000 Penalty: 5038.220703
	Iteration 19Q: 3 clusters Score -3909163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3909193.000000 Penalty: 5038.220703
	Iteration 20F: 3 clusters Score -3909193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3909217.250000 Penalty: 5038.220703
	Iteration 21Q: 3 clusters Score -3909217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3909234.750000 Penalty: 5038.220703
	Iteration 22Q: 3 clusters Score -3909235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3909251.000000 Penalty: 5038.220703
	Iteration 23Q: 3 clusters Score -3909251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3909256.750000 Penalty: 5038.220703
	Iteration 24Q: 3 clusters Score -3909257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3909267.500000 Penalty: 5038.220703
	Iteration 25Q: 3 clusters Score -3909268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3909276.250000 Penalty: 5038.220703
	Iteration 26Q: 3 clusters Score -3909276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3909270.750000 Penalty: 5038.220703
	Iteration 27Q: 3 clusters Score -3909271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3909271.500000 Penalty: 5038.220703
	Iteration 28Q: 3 clusters Score -3909272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3909281.000000 Penalty: 5038.220703
	Iteration 29Q: 3 clusters Score -3909281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3909285.500000 Penalty: 5038.220703
	Iteration 30Q: 3 clusters Score -3909286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3909288.750000 Penalty: 5038.220703
	Iteration 31Q: 3 clusters Score -3909289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3909291.250000 Penalty: 5038.220703
	Iteration 32Q: 3 clusters Score -3909291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3909292.500000 Penalty: 5038.220703
	Iteration 33Q: 3 clusters Score -3909292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3909291.000000 Penalty: 5038.220703
	Iteration 34Q: 3 clusters Score -3909291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3909296.500000 Penalty: 5038.220703
	Iteration 35Q: 3 clusters Score -3909296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3909298.750000 Penalty: 5038.220703
	Iteration 36Q: 3 clusters Score -3909299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3909299.250000 Penalty: 5038.220703
	Iteration 37Q: 3 clusters Score -3909299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3909299.250000 Penalty: 5038.220703
	Iteration 38F: 3 clusters Score -3909299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -275845.625000 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -275845.6 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 933 members 
Entering Unmasked Estep 
Score: -273243.156250 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -273243.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -273696.218750 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -273696.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -273819.906250 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -273819.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -273895.875000 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -273895.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -273947.062500 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -273947.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -273981.437500 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -273981.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -274005.906250 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -274005.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -274033.250000 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -274033.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -274059.625000 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -274059.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -274074.625000 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -274074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -274089.250000 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -274089.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -274108.031250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -274108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -274120.843750 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -274120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -274126.312500 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -274126.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -274130.781250 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -274130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274132.468750 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -274132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274132.468750 Penalty: 3736.446777
	Iteration 16F: 3 clusters Score -274132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32284.958984 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32284.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32637.607422 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32637.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32876.566406 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32876.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32920.046875 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32920.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32934.980469 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32934.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32934.980469 Penalty: 2810.547607
	Iteration 5F: 3 clusters Score -32934.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Entering Unmasked Estep 
Score: -1610604.000000 Penalty: 2299.595947
	Iteration 0F: 2 clusters Score -1610604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1602599.125000 Penalty: 4599.191895
	Iteration 0F: 3 clusters Score -1602599 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1604946.000000 Penalty: 4599.191895
	Iteration 1F: 3 clusters Score -1604946 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1605235.875000 Penalty: 4599.191895
	Iteration 2F: 3 clusters Score -1605236 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1605480.375000 Penalty: 4599.191895
	Iteration 3Q: 3 clusters Score -1605480 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1605680.250000 Penalty: 4599.191895
	Iteration 4Q: 3 clusters Score -1605680 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1605858.125000 Penalty: 4599.191895
	Iteration 5Q: 3 clusters Score -1605858 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1606049.375000 Penalty: 4599.191895
	Iteration 6Q: 3 clusters Score -1606049 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1606282.375000 Penalty: 4599.191895
	Iteration 7Q: 3 clusters Score -1606282 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1606570.500000 Penalty: 4599.191895
	Iteration 8Q: 3 clusters Score -1606570 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1606900.250000 Penalty: 4599.191895
	Iteration 9Q: 3 clusters Score -1606900 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1607225.375000 Penalty: 4599.191895
	Iteration 10Q: 3 clusters Score -1607225 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1607494.750000 Penalty: 4599.191895
	Iteration 11Q: 3 clusters Score -1607495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1607710.625000 Penalty: 4599.191895
	Iteration 12Q: 3 clusters Score -1607711 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1607873.375000 Penalty: 4599.191895
	Iteration 13Q: 3 clusters Score -1607873 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1608029.500000 Penalty: 4599.191895
	Iteration 14Q: 3 clusters Score -1608030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1608151.375000 Penalty: 4599.191895
	Iteration 15Q: 3 clusters Score -1608151 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1608234.625000 Penalty: 4599.191895
	Iteration 16Q: 3 clusters Score -1608235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1608285.625000 Penalty: 4599.191895
	Iteration 17Q: 3 clusters Score -1608286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1608321.875000 Penalty: 4599.191895
	Iteration 18Q: 3 clusters Score -1608322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1608344.375000 Penalty: 4599.191895
	Iteration 19Q: 3 clusters Score -1608344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1608376.500000 Penalty: 4599.191895
	Iteration 20F: 3 clusters Score -1608376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1608393.125000 Penalty: 4599.191895
	Iteration 21Q: 3 clusters Score -1608393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1608401.250000 Penalty: 4599.191895
	Iteration 22Q: 3 clusters Score -1608401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1608416.500000 Penalty: 4599.191895
	Iteration 23Q: 3 clusters Score -1608416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1608426.000000 Penalty: 4599.191895
	Iteration 24Q: 3 clusters Score -1608426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1608432.750000 Penalty: 4599.191895
	Iteration 25Q: 3 clusters Score -1608433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1608446.250000 Penalty: 4599.191895
	Iteration 26Q: 3 clusters Score -1608446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1608451.125000 Penalty: 4599.191895
	Iteration 27Q: 3 clusters Score -1608451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1608462.750000 Penalty: 4599.191895
	Iteration 28Q: 3 clusters Score -1608463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1608468.750000 Penalty: 4599.191895
	Iteration 29Q: 3 clusters Score -1608469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1608472.625000 Penalty: 4599.191895
	Iteration 30Q: 3 clusters Score -1608473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1608477.125000 Penalty: 4599.191895
	Iteration 31Q: 3 clusters Score -1608477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1608484.125000 Penalty: 4599.191895
	Iteration 32Q: 3 clusters Score -1608484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1608491.875000 Penalty: 4599.191895
	Iteration 33Q: 3 clusters Score -1608492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1608499.875000 Penalty: 4599.191895
	Iteration 34Q: 3 clusters Score -1608500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1608512.125000 Penalty: 4599.191895
	Iteration 35Q: 3 clusters Score -1608512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1608530.125000 Penalty: 4599.191895
	Iteration 36Q: 3 clusters Score -1608530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1608539.500000 Penalty: 4599.191895
	Iteration 37Q: 3 clusters Score -1608540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1608543.250000 Penalty: 4599.191895
	Iteration 38Q: 3 clusters Score -1608543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1608547.375000 Penalty: 4599.191895
	Iteration 39Q: 3 clusters Score -1608547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1608550.625000 Penalty: 4599.191895
	Iteration 40F: 3 clusters Score -1608551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1608548.875000 Penalty: 4599.191895
	Iteration 41Q: 3 clusters Score -1608549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1608550.125000 Penalty: 4599.191895
	Iteration 42Q: 3 clusters Score -1608550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1608550.625000 Penalty: 4599.191895
	Iteration 43Q: 3 clusters Score -1608551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1608553.625000 Penalty: 4599.191895
	Iteration 44Q: 3 clusters Score -1608554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1608555.250000 Penalty: 4599.191895
	Iteration 45Q: 3 clusters Score -1608555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1608558.625000 Penalty: 4599.191895
	Iteration 46Q: 3 clusters Score -1608559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1608561.375000 Penalty: 4599.191895
	Iteration 47Q: 3 clusters Score -1608561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1608564.500000 Penalty: 4599.191895
	Iteration 48Q: 3 clusters Score -1608564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1608570.500000 Penalty: 4599.191895
	Iteration 49Q: 3 clusters Score -1608570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1608570.625000 Penalty: 4599.191895
	Iteration 50Q: 3 clusters Score -1608571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1608569.625000 Penalty: 4599.191895
	Iteration 51Q: 3 clusters Score -1608570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1608573.875000 Penalty: 4599.191895
	Iteration 52Q: 3 clusters Score -1608574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1608572.250000 Penalty: 4599.191895
	Iteration 53Q: 3 clusters Score -1608572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1608575.625000 Penalty: 4599.191895
	Iteration 54Q: 3 clusters Score -1608576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1608579.125000 Penalty: 4599.191895
	Iteration 55Q: 3 clusters Score -1608579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1608582.750000 Penalty: 4599.191895
	Iteration 56Q: 3 clusters Score -1608583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1608579.000000 Penalty: 4599.191895
	Iteration 57Q: 3 clusters Score -1608579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1608587.375000 Penalty: 4599.191895
	Iteration 58Q: 3 clusters Score -1608587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1608586.625000 Penalty: 4599.191895
	Iteration 59Q: 3 clusters Score -1608587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1608591.125000 Penalty: 4599.191895
	Iteration 60F: 3 clusters Score -1608591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1608590.125000 Penalty: 4599.191895
	Iteration 61Q: 3 clusters Score -1608590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1608591.000000 Penalty: 4599.191895
	Iteration 62Q: 3 clusters Score -1608591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1608597.250000 Penalty: 4599.191895
	Iteration 63Q: 3 clusters Score -1608597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1608603.625000 Penalty: 4599.191895
	Iteration 64Q: 3 clusters Score -1608604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1608603.250000 Penalty: 4599.191895
	Iteration 65Q: 3 clusters Score -1608603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1608609.500000 Penalty: 4599.191895
	Iteration 66Q: 3 clusters Score -1608610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1608606.875000 Penalty: 4599.191895
	Iteration 67Q: 3 clusters Score -1608607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1608606.750000 Penalty: 4599.191895
	Iteration 68Q: 3 clusters Score -1608607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1608605.875000 Penalty: 4599.191895
	Iteration 69Q: 3 clusters Score -1608606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1608610.500000 Penalty: 4599.191895
	Iteration 70Q: 3 clusters Score -1608610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1608610.000000 Penalty: 4599.191895
	Iteration 71Q: 3 clusters Score -1608610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1608610.250000 Penalty: 4599.191895
	Iteration 72Q: 3 clusters Score -1608610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1608611.000000 Penalty: 4599.191895
	Iteration 73Q: 3 clusters Score -1608611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1608611.000000 Penalty: 4599.191895
	Iteration 74F: 3 clusters Score -1608611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -2429634.250000 Penalty: 2395.999512
	Iteration 0F: 2 clusters Score -2429634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2418270.000000 Penalty: 4791.999023
	Iteration 0F: 3 clusters Score -2418270 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2421735.500000 Penalty: 4791.999023
	Iteration 1F: 3 clusters Score -2421736 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2422053.500000 Penalty: 4791.999023
	Iteration 2F: 3 clusters Score -2422054 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2422341.500000 Penalty: 4791.999023
	Iteration 3Q: 3 clusters Score -2422342 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2422572.750000 Penalty: 4791.999023
	Iteration 4Q: 3 clusters Score -2422573 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2422772.500000 Penalty: 4791.999023
	Iteration 5Q: 3 clusters Score -2422772 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2422965.750000 Penalty: 4791.999023
	Iteration 6Q: 3 clusters Score -2422966 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2423171.750000 Penalty: 4791.999023
	Iteration 7Q: 3 clusters Score -2423172 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2423419.000000 Penalty: 4791.999023
	Iteration 8Q: 3 clusters Score -2423419 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2423713.250000 Penalty: 4791.999023
	Iteration 9Q: 3 clusters Score -2423713 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2424140.000000 Penalty: 4791.999023
	Iteration 10Q: 3 clusters Score -2424140 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2424637.750000 Penalty: 4791.999023
	Iteration 11F: 3 clusters Score -2424638 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2425215.500000 Penalty: 4791.999023
	Iteration 12F: 3 clusters Score -2425216 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2425828.750000 Penalty: 4791.999023
	Iteration 13Q: 3 clusters Score -2425829 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2426377.250000 Penalty: 4791.999023
	Iteration 14Q: 3 clusters Score -2426377 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2426794.500000 Penalty: 4791.999023
	Iteration 15Q: 3 clusters Score -2426794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2427070.000000 Penalty: 4791.999023
	Iteration 16Q: 3 clusters Score -2427070 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2427238.500000 Penalty: 4791.999023
	Iteration 17Q: 3 clusters Score -2427238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2427318.250000 Penalty: 4791.999023
	Iteration 18Q: 3 clusters Score -2427318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2427380.250000 Penalty: 4791.999023
	Iteration 19Q: 3 clusters Score -2427380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2427427.000000 Penalty: 4791.999023
	Iteration 20F: 3 clusters Score -2427427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2427442.500000 Penalty: 4791.999023
	Iteration 21Q: 3 clusters Score -2427442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2427459.250000 Penalty: 4791.999023
	Iteration 22Q: 3 clusters Score -2427459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2427472.750000 Penalty: 4791.999023
	Iteration 23Q: 3 clusters Score -2427473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2427484.000000 Penalty: 4791.999023
	Iteration 24Q: 3 clusters Score -2427484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2427494.000000 Penalty: 4791.999023
	Iteration 25Q: 3 clusters Score -2427494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2427499.000000 Penalty: 4791.999023
	Iteration 26Q: 3 clusters Score -2427499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2427500.500000 Penalty: 4791.999023
	Iteration 27Q: 3 clusters Score -2427500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2427504.500000 Penalty: 4791.999023
	Iteration 28Q: 3 clusters Score -2427504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2427503.750000 Penalty: 4791.999023
	Iteration 29Q: 3 clusters Score -2427504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2427503.750000 Penalty: 4791.999023
	Iteration 30F: 3 clusters Score -2427504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -406831.500000 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -406831.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -403704.000000 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -403704 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -404329.687500 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -404329.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -404467.781250 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -404467.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -404558.312500 Penalty: 3938.882568
	Iteration 3Q: 3 clusters Score -404558.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -404612.343750 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -404612.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -404647.781250 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -404647.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -404679.062500 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -404679.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -404708.500000 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -404708.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404741.656250 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -404741.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -404767.906250 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -404767.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -404809.750000 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -404809.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404862.125000 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -404862.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -404918.500000 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -404918.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -405003.812500 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -405003.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -405165.531250 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -405165.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -405411.250000 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -405411.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -405713.437500 Penalty: 3938.882568
	Iteration 16F: 3 clusters Score -405713.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406089.500000 Penalty: 3938.882568
	Iteration 17F: 3 clusters Score -406089.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -406342.375000 Penalty: 3938.882568
	Iteration 18F: 3 clusters Score -406342.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -406497.375000 Penalty: 3938.882568
	Iteration 19Q: 3 clusters Score -406497.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -406573.218750 Penalty: 3938.882568
	Iteration 20F: 3 clusters Score -406573.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -406610.156250 Penalty: 3938.882568
	Iteration 21Q: 3 clusters Score -406610.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -406624.062500 Penalty: 3938.882568
	Iteration 22Q: 3 clusters Score -406624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -406630.281250 Penalty: 3938.882568
	Iteration 23Q: 3 clusters Score -406630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -406633.562500 Penalty: 3938.882568
	Iteration 24Q: 3 clusters Score -406633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -406636.343750 Penalty: 3938.882568
	Iteration 25Q: 3 clusters Score -406636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -406639.218750 Penalty: 3938.882568
	Iteration 26Q: 3 clusters Score -406639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -406639.062500 Penalty: 3938.882568
	Iteration 27Q: 3 clusters Score -406639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406640.843750 Penalty: 3938.882568
	Iteration 28Q: 3 clusters Score -406640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406641.250000 Penalty: 3938.882568
	Iteration 29Q: 3 clusters Score -406641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406641.250000 Penalty: 3938.882568
	Iteration 30F: 3 clusters Score -406641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Entering Unmasked Estep 
Score: -735697.625000 Penalty: 2113.451660
	Iteration 0F: 2 clusters Score -735697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -731197.875000 Penalty: 4226.903320
	Iteration 0F: 3 clusters Score -731197.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -732411.750000 Penalty: 4226.903320
	Iteration 1F: 3 clusters Score -732411.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -732827.250000 Penalty: 4226.903320
	Iteration 2F: 3 clusters Score -732827.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -733266.937500 Penalty: 4226.903320
	Iteration 3F: 3 clusters Score -733266.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -733694.125000 Penalty: 4226.903320
	Iteration 4F: 3 clusters Score -733694.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -734105.875000 Penalty: 4226.903320
	Iteration 5F: 3 clusters Score -734105.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -734465.062500 Penalty: 4226.903320
	Iteration 6F: 3 clusters Score -734465.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -734779.500000 Penalty: 4226.903320
	Iteration 7Q: 3 clusters Score -734779.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -735012.312500 Penalty: 4226.903320
	Iteration 8Q: 3 clusters Score -735012.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -735128.750000 Penalty: 4226.903320
	Iteration 9Q: 3 clusters Score -735128.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -735172.687500 Penalty: 4226.903320
	Iteration 10Q: 3 clusters Score -735172.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -735188.375000 Penalty: 4226.903320
	Iteration 11Q: 3 clusters Score -735188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -735193.250000 Penalty: 4226.903320
	Iteration 12Q: 3 clusters Score -735193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -735197.562500 Penalty: 4226.903320
	Iteration 13Q: 3 clusters Score -735197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -735200.375000 Penalty: 4226.903320
	Iteration 14Q: 3 clusters Score -735200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -735202.500000 Penalty: 4226.903320
	Iteration 15Q: 3 clusters Score -735202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -735203.062500 Penalty: 4226.903320
	Iteration 16Q: 3 clusters Score -735203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -735205.687500 Penalty: 4226.903320
	Iteration 17Q: 3 clusters Score -735205.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -735207.250000 Penalty: 4226.903320
	Iteration 18Q: 3 clusters Score -735207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -735208.875000 Penalty: 4226.903320
	Iteration 19Q: 3 clusters Score -735208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -735211.312500 Penalty: 4226.903320
	Iteration 20F: 3 clusters Score -735211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -735213.000000 Penalty: 4226.903320
	Iteration 21Q: 3 clusters Score -735213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -735211.937500 Penalty: 4226.903320
	Iteration 22Q: 3 clusters Score -735211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -735211.937500 Penalty: 4226.903320
	Iteration 23F: 3 clusters Score -735211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Entering Unmasked Estep 
Score: -5769055.500000 Penalty: 2617.175537
	Iteration 0F: 2 clusters Score -5769056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -5742938.500000 Penalty: 5234.351074
	Iteration 0F: 3 clusters Score -5742938 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5752589.000000 Penalty: 5234.351074
	Iteration 1F: 3 clusters Score -5752589 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5753197.500000 Penalty: 5234.351074
	Iteration 2Q: 3 clusters Score -5753198 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5753916.000000 Penalty: 5234.351074
	Iteration 3Q: 3 clusters Score -5753916 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5754767.500000 Penalty: 5234.351074
	Iteration 4Q: 3 clusters Score -5754768 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5755615.000000 Penalty: 5234.351074
	Iteration 5Q: 3 clusters Score -5755615 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5756459.000000 Penalty: 5234.351074
	Iteration 6F: 3 clusters Score -5756459 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -5757430.500000 Penalty: 5234.351074
	Iteration 7F: 3 clusters Score -5757430 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5758363.500000 Penalty: 5234.351074
	Iteration 8F: 3 clusters Score -5758364 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -5759298.500000 Penalty: 5234.351074
	Iteration 9F: 3 clusters Score -5759298 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -5760116.500000 Penalty: 5234.351074
	Iteration 10Q: 3 clusters Score -5760116 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -5760916.000000 Penalty: 5234.351074
	Iteration 11Q: 3 clusters Score -5760916 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5761676.000000 Penalty: 5234.351074
	Iteration 12Q: 3 clusters Score -5761676 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5762434.500000 Penalty: 5234.351074
	Iteration 13Q: 3 clusters Score -5762434 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -5763231.000000 Penalty: 5234.351074
	Iteration 14Q: 3 clusters Score -5763231 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -5764133.000000 Penalty: 5234.351074
	Iteration 15Q: 3 clusters Score -5764133 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5765124.500000 Penalty: 5234.351074
	Iteration 16Q: 3 clusters Score -5765124 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5766468.500000 Penalty: 5234.351074
	Iteration 17Q: 3 clusters Score -5766468 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5767431.500000 Penalty: 5234.351074
	Iteration 18Q: 3 clusters Score -5767432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -5767699.500000 Penalty: 5234.351074
	Iteration 19Q: 3 clusters Score -5767700 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5767834.000000 Penalty: 5234.351074
	Iteration 20F: 3 clusters Score -5767834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5767881.500000 Penalty: 5234.351074
	Iteration 21Q: 3 clusters Score -5767882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -5767927.500000 Penalty: 5234.351074
	Iteration 22Q: 3 clusters Score -5767928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5767980.000000 Penalty: 5234.351074
	Iteration 23Q: 3 clusters Score -5767980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -5767992.000000 Penalty: 5234.351074
	Iteration 24Q: 3 clusters Score -5767992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -5768018.500000 Penalty: 5234.351074
	Iteration 25Q: 3 clusters Score -5768018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5768028.500000 Penalty: 5234.351074
	Iteration 26Q: 3 clusters Score -5768028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5768046.500000 Penalty: 5234.351074
	Iteration 27Q: 3 clusters Score -5768046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -5768052.500000 Penalty: 5234.351074
	Iteration 28Q: 3 clusters Score -5768052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5768068.000000 Penalty: 5234.351074
	Iteration 29Q: 3 clusters Score -5768068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5768061.000000 Penalty: 5234.351074
	Iteration 30Q: 3 clusters Score -5768061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5768072.000000 Penalty: 5234.351074
	Iteration 31Q: 3 clusters Score -5768072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -5768084.000000 Penalty: 5234.351074
	Iteration 32Q: 3 clusters Score -5768084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5768087.000000 Penalty: 5234.351074
	Iteration 33Q: 3 clusters Score -5768087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5768083.500000 Penalty: 5234.351074
	Iteration 34Q: 3 clusters Score -5768084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5768088.000000 Penalty: 5234.351074
	Iteration 35Q: 3 clusters Score -5768088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5768089.000000 Penalty: 5234.351074
	Iteration 36Q: 3 clusters Score -5768089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -5768086.500000 Penalty: 5234.351074
	Iteration 37Q: 3 clusters Score -5768086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5768088.500000 Penalty: 5234.351074
	Iteration 38Q: 3 clusters Score -5768088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5768091.000000 Penalty: 5234.351074
	Iteration 39Q: 3 clusters Score -5768091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5768090.000000 Penalty: 5234.351074
	Iteration 40F: 3 clusters Score -5768090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5768095.500000 Penalty: 5234.351074
	Iteration 41Q: 3 clusters Score -5768096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5768089.500000 Penalty: 5234.351074
	Iteration 42Q: 3 clusters Score -5768090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5768086.500000 Penalty: 5234.351074
	Iteration 43Q: 3 clusters Score -5768086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -5768087.000000 Penalty: 5234.351074
	Iteration 44Q: 3 clusters Score -5768087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5768090.500000 Penalty: 5234.351074
	Iteration 45Q: 3 clusters Score -5768090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5768090.500000 Penalty: 5234.351074
	Iteration 46F: 3 clusters Score -5768090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Entering Unmasked Estep 
Score: -25062696.000000 Penalty: 2976.409912
	Iteration 0F: 2 clusters Score -2.50627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81763 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -24962016.000000 Penalty: 5952.819824
	Iteration 0F: 3 clusters Score -2.496202e+07 nChanged 77979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -25008078.000000 Penalty: 5952.819824
	Iteration 1F: 3 clusters Score -2.500808e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -25009156.000000 Penalty: 5952.819824
	Iteration 2Q: 3 clusters Score -2.500916e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90086 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -25010622.000000 Penalty: 5952.819824
	Iteration 3Q: 3 clusters Score -2.501062e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 67892 members 
Entering Unmasked Estep 
Score: -25012972.000000 Penalty: 5952.819824
	Iteration 4Q: 3 clusters Score -2.501297e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -25016598.000000 Penalty: 5952.819824
	Iteration 5Q: 3 clusters Score -2.50166e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112855 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -25022492.000000 Penalty: 5952.819824
	Iteration 6F: 3 clusters Score -2.502249e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126304 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -25032102.000000 Penalty: 5952.819824
	Iteration 7F: 3 clusters Score -2.50321e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -25043224.000000 Penalty: 5952.819824
	Iteration 8F: 3 clusters Score -2.504322e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -25051916.000000 Penalty: 5952.819824
	Iteration 9F: 3 clusters Score -2.505192e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -25057006.000000 Penalty: 5952.819824
	Iteration 10Q: 3 clusters Score -2.505701e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161695 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -25059034.000000 Penalty: 5952.819824
	Iteration 11Q: 3 clusters Score -2.505903e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -25059708.000000 Penalty: 5952.819824
	Iteration 12Q: 3 clusters Score -2.505971e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -25059888.000000 Penalty: 5952.819824
	Iteration 13Q: 3 clusters Score -2.505989e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -25059988.000000 Penalty: 5952.819824
	Iteration 14Q: 3 clusters Score -2.505999e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162730 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25060072.000000 Penalty: 5952.819824
	Iteration 15Q: 3 clusters Score -2.506007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162741 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25060102.000000 Penalty: 5952.819824
	Iteration 16Q: 3 clusters Score -2.50601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25060106.000000 Penalty: 5952.819824
	Iteration 17Q: 3 clusters Score -2.506011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162750 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25060134.000000 Penalty: 5952.819824
	Iteration 18Q: 3 clusters Score -2.506013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25060142.000000 Penalty: 5952.819824
	Iteration 19Q: 3 clusters Score -2.506014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25060152.000000 Penalty: 5952.819824
	Iteration 20F: 3 clusters Score -2.506015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25060140.000000 Penalty: 5952.819824
	Iteration 21Q: 3 clusters Score -2.506014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25060140.000000 Penalty: 5952.819824
	Iteration 22F: 3 clusters Score -2.506014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86122.218750 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86122.22 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86373.773438 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86373.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86455.445312 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86455.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86486.265625 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -86486.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86506.210938 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86506.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86527.742188 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86527.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86543.445312 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86543.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86556.921875 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86556.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86565.437500 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86565.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86569.195312 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -86569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86576.609375 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -86576.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86584.320312 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -86584.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86592.101562 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -86592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86592.101562 Penalty: 3198.649170
	Iteration 13F: 3 clusters Score -86592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -697551.062500 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -697551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -693136.562500 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -693136.6 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -694262.562500 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -694262.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -694624.812500 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -694624.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -694918.062500 Penalty: 4205.415527
	Iteration 3F: 3 clusters Score -694918.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -695105.875000 Penalty: 4205.415527
	Iteration 4Q: 3 clusters Score -695105.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -695242.187500 Penalty: 4205.415527
	Iteration 5Q: 3 clusters Score -695242.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -695352.500000 Penalty: 4205.415527
	Iteration 6Q: 3 clusters Score -695352.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -695463.812500 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -695463.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -695587.187500 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -695587.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -695747.250000 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -695747.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -695938.375000 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -695938.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -696128.750000 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -696128.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -696321.000000 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -696321 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -696513.687500 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -696513.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -696694.437500 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -696694.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -696859.000000 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -696859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -696964.000000 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -696964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -697035.000000 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -697035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -697083.812500 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -697083.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -697112.625000 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -697112.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -697135.750000 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -697135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -697171.812500 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -697171.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -697215.375000 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -697215.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -697257.437500 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -697257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -697281.875000 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -697281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -697300.312500 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -697300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -697306.937500 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -697306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -697310.187500 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -697310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -697313.437500 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -697313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -697316.250000 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -697316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -697317.125000 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -697317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -697322.375000 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -697322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -697323.375000 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -697323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -697326.562500 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -697326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -697327.937500 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -697327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -697327.937500 Penalty: 4205.415527
	Iteration 35F: 3 clusters Score -697327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -696781.687500 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -696781.7 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 2405 members 
Entering Unmasked Estep 
Score: -692455.625000 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -692455.6 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -693524.437500 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -693524.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -693775.937500 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -693775.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -693938.750000 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -693938.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -694049.562500 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -694049.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -694151.562500 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -694151.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -694270.625000 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -694270.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -694386.062500 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -694386.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -694514.000000 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -694514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -694661.062500 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -694661.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -694830.812500 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -694830.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -695034.562500 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -695034.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -695244.875000 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -695244.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -695444.312500 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -695444.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -695585.375000 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -695585.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -695706.437500 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -695706.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -695779.625000 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -695779.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -695813.937500 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -695813.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -695845.500000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -695845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -695860.437500 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -695860.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -695869.312500 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -695869.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -695874.625000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -695874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -695877.687500 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -695877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -695880.687500 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -695880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -695881.562500 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -695881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -695883.562500 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -695883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -695883.437500 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -695883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -695886.125000 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -695886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -695888.562500 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -695888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -695888.562500 Penalty: 4191.404297
	Iteration 29F: 3 clusters Score -695888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -284794.000000 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -284794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -282167.406250 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -282167.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282762.125000 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -282762.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -283037.218750 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -283037.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -283257.375000 Penalty: 3777.676514
	Iteration 3F: 3 clusters Score -283257.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -283446.000000 Penalty: 3777.676514
	Iteration 4F: 3 clusters Score -283446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -283603.281250 Penalty: 3777.676514
	Iteration 5F: 3 clusters Score -283603.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -283711.156250 Penalty: 3777.676514
	Iteration 6Q: 3 clusters Score -283711.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -283773.968750 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -283774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -283817.781250 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -283817.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -283867.156250 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -283867.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -283911.375000 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -283911.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -283947.250000 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -283947.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283978.281250 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -283978.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284017.625000 Penalty: 3777.676514
	Iteration 13Q: 3 clusters Score -284017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284046.875000 Penalty: 3777.676514
	Iteration 14Q: 3 clusters Score -284046.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -284072.218750 Penalty: 3777.676514
	Iteration 15Q: 3 clusters Score -284072.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284093.437500 Penalty: 3777.676514
	Iteration 16Q: 3 clusters Score -284093.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284118.062500 Penalty: 3777.676514
	Iteration 17Q: 3 clusters Score -284118.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284137.906250 Penalty: 3777.676514
	Iteration 18Q: 3 clusters Score -284137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284151.281250 Penalty: 3777.676514
	Iteration 19Q: 3 clusters Score -284151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284163.968750 Penalty: 3777.676514
	Iteration 20F: 3 clusters Score -284164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284173.687500 Penalty: 3777.676514
	Iteration 21Q: 3 clusters Score -284173.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284182.312500 Penalty: 3777.676514
	Iteration 22Q: 3 clusters Score -284182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284186.062500 Penalty: 3777.676514
	Iteration 23Q: 3 clusters Score -284186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284190.156250 Penalty: 3777.676514
	Iteration 24Q: 3 clusters Score -284190.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284194.812500 Penalty: 3777.676514
	Iteration 25Q: 3 clusters Score -284194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -284198.093750 Penalty: 3777.676514
	Iteration 26Q: 3 clusters Score -284198.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284199.656250 Penalty: 3777.676514
	Iteration 27Q: 3 clusters Score -284199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -284201.750000 Penalty: 3777.676514
	Iteration 28Q: 3 clusters Score -284201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284202.875000 Penalty: 3777.676514
	Iteration 29Q: 3 clusters Score -284202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284202.875000 Penalty: 3777.676514
	Iteration 30F: 3 clusters Score -284202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Entering Unmasked Estep 
Score: -6283630.500000 Penalty: 2633.313721
	Iteration 0F: 2 clusters Score -6283630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -6255748.500000 Penalty: 5266.627441
	Iteration 0F: 3 clusters Score -6255748 nChanged 18839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -6266312.000000 Penalty: 5266.627441
	Iteration 1F: 3 clusters Score -6266312 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -6266835.500000 Penalty: 5266.627441
	Iteration 2Q: 3 clusters Score -6266836 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -6267337.000000 Penalty: 5266.627441
	Iteration 3Q: 3 clusters Score -6267337 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -6267805.500000 Penalty: 5266.627441
	Iteration 4Q: 3 clusters Score -6267806 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -6268213.500000 Penalty: 5266.627441
	Iteration 5Q: 3 clusters Score -6268214 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -6268722.500000 Penalty: 5266.627441
	Iteration 6Q: 3 clusters Score -6268722 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -6269246.500000 Penalty: 5266.627441
	Iteration 7Q: 3 clusters Score -6269246 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -6269875.500000 Penalty: 5266.627441
	Iteration 8Q: 3 clusters Score -6269876 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -6270522.500000 Penalty: 5266.627441
	Iteration 9Q: 3 clusters Score -6270522 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -6271301.500000 Penalty: 5266.627441
	Iteration 10Q: 3 clusters Score -6271302 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6272084.500000 Penalty: 5266.627441
	Iteration 11Q: 3 clusters Score -6272084 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6272970.500000 Penalty: 5266.627441
	Iteration 12Q: 3 clusters Score -6272970 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -6273771.000000 Penalty: 5266.627441
	Iteration 13Q: 3 clusters Score -6273771 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6274340.500000 Penalty: 5266.627441
	Iteration 14Q: 3 clusters Score -6274340 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -6274734.000000 Penalty: 5266.627441
	Iteration 15Q: 3 clusters Score -6274734 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -6274922.500000 Penalty: 5266.627441
	Iteration 16Q: 3 clusters Score -6274922 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -6275043.500000 Penalty: 5266.627441
	Iteration 17Q: 3 clusters Score -6275044 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6275115.500000 Penalty: 5266.627441
	Iteration 18Q: 3 clusters Score -6275116 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -6275221.500000 Penalty: 5266.627441
	Iteration 19Q: 3 clusters Score -6275222 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -6275285.000000 Penalty: 5266.627441
	Iteration 20F: 3 clusters Score -6275285 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -6275385.500000 Penalty: 5266.627441
	Iteration 21Q: 3 clusters Score -6275386 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -6275467.500000 Penalty: 5266.627441
	Iteration 22Q: 3 clusters Score -6275468 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -6275566.000000 Penalty: 5266.627441
	Iteration 23Q: 3 clusters Score -6275566 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -6275667.500000 Penalty: 5266.627441
	Iteration 24Q: 3 clusters Score -6275668 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -6275844.000000 Penalty: 5266.627441
	Iteration 25Q: 3 clusters Score -6275844 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -6275987.000000 Penalty: 5266.627441
	Iteration 26Q: 3 clusters Score -6275987 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -6276120.500000 Penalty: 5266.627441
	Iteration 27Q: 3 clusters Score -6276120 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -6276327.500000 Penalty: 5266.627441
	Iteration 28Q: 3 clusters Score -6276328 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6276506.500000 Penalty: 5266.627441
	Iteration 29Q: 3 clusters Score -6276506 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -6276685.500000 Penalty: 5266.627441
	Iteration 30Q: 3 clusters Score -6276686 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6276889.500000 Penalty: 5266.627441
	Iteration 31Q: 3 clusters Score -6276890 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -6277132.000000 Penalty: 5266.627441
	Iteration 32Q: 3 clusters Score -6277132 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6277456.000000 Penalty: 5266.627441
	Iteration 33Q: 3 clusters Score -6277456 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -6277867.500000 Penalty: 5266.627441
	Iteration 34Q: 3 clusters Score -6277868 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6278253.000000 Penalty: 5266.627441
	Iteration 35Q: 3 clusters Score -6278253 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -6278650.500000 Penalty: 5266.627441
	Iteration 36Q: 3 clusters Score -6278650 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -6279072.500000 Penalty: 5266.627441
	Iteration 37Q: 3 clusters Score -6279072 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -6279434.000000 Penalty: 5266.627441
	Iteration 38Q: 3 clusters Score -6279434 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -6279743.500000 Penalty: 5266.627441
	Iteration 39Q: 3 clusters Score -6279744 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -6280083.000000 Penalty: 5266.627441
	Iteration 40F: 3 clusters Score -6280083 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -6280384.000000 Penalty: 5266.627441
	Iteration 41Q: 3 clusters Score -6280384 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6280682.500000 Penalty: 5266.627441
	Iteration 42Q: 3 clusters Score -6280682 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -6280900.000000 Penalty: 5266.627441
	Iteration 43Q: 3 clusters Score -6280900 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6281088.000000 Penalty: 5266.627441
	Iteration 44Q: 3 clusters Score -6281088 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -6281205.000000 Penalty: 5266.627441
	Iteration 45Q: 3 clusters Score -6281205 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -6281273.500000 Penalty: 5266.627441
	Iteration 46Q: 3 clusters Score -6281274 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -6281328.000000 Penalty: 5266.627441
	Iteration 47Q: 3 clusters Score -6281328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -6281360.000000 Penalty: 5266.627441
	Iteration 48Q: 3 clusters Score -6281360 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -6281373.000000 Penalty: 5266.627441
	Iteration 49Q: 3 clusters Score -6281373 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -6281395.500000 Penalty: 5266.627441
	Iteration 50Q: 3 clusters Score -6281396 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -6281418.000000 Penalty: 5266.627441
	Iteration 51Q: 3 clusters Score -6281418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -6281428.500000 Penalty: 5266.627441
	Iteration 52Q: 3 clusters Score -6281428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6281423.000000 Penalty: 5266.627441
	Iteration 53Q: 3 clusters Score -6281423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -6281418.000000 Penalty: 5266.627441
	Iteration 54Q: 3 clusters Score -6281418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -6281431.500000 Penalty: 5266.627441
	Iteration 55Q: 3 clusters Score -6281432 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -6281444.000000 Penalty: 5266.627441
	Iteration 56Q: 3 clusters Score -6281444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -6281429.000000 Penalty: 5266.627441
	Iteration 57Q: 3 clusters Score -6281429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -6281455.000000 Penalty: 5266.627441
	Iteration 58Q: 3 clusters Score -6281455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6281457.000000 Penalty: 5266.627441
	Iteration 59Q: 3 clusters Score -6281457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6281455.500000 Penalty: 5266.627441
	Iteration 60F: 3 clusters Score -6281456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -6281467.000000 Penalty: 5266.627441
	Iteration 61Q: 3 clusters Score -6281467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -6281474.500000 Penalty: 5266.627441
	Iteration 62Q: 3 clusters Score -6281474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6281486.000000 Penalty: 5266.627441
	Iteration 63Q: 3 clusters Score -6281486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6281482.000000 Penalty: 5266.627441
	Iteration 64Q: 3 clusters Score -6281482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6281482.500000 Penalty: 5266.627441
	Iteration 65Q: 3 clusters Score -6281482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -6281497.500000 Penalty: 5266.627441
	Iteration 66Q: 3 clusters Score -6281498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -6281498.500000 Penalty: 5266.627441
	Iteration 67Q: 3 clusters Score -6281498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -6281486.500000 Penalty: 5266.627441
	Iteration 68Q: 3 clusters Score -6281486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -6281485.500000 Penalty: 5266.627441
	Iteration 69Q: 3 clusters Score -6281486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -6281481.000000 Penalty: 5266.627441
	Iteration 70Q: 3 clusters Score -6281481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -6281482.000000 Penalty: 5266.627441
	Iteration 71Q: 3 clusters Score -6281482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -6281491.500000 Penalty: 5266.627441
	Iteration 72Q: 3 clusters Score -6281492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6281493.000000 Penalty: 5266.627441
	Iteration 73Q: 3 clusters Score -6281493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -6281489.000000 Penalty: 5266.627441
	Iteration 74Q: 3 clusters Score -6281489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -6281491.500000 Penalty: 5266.627441
	Iteration 75Q: 3 clusters Score -6281492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -6281495.000000 Penalty: 5266.627441
	Iteration 76Q: 3 clusters Score -6281495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -6281498.000000 Penalty: 5266.627441
	Iteration 77Q: 3 clusters Score -6281498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -6281496.000000 Penalty: 5266.627441
	Iteration 78Q: 3 clusters Score -6281496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6281505.500000 Penalty: 5266.627441
	Iteration 79Q: 3 clusters Score -6281506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -6281517.000000 Penalty: 5266.627441
	Iteration 80F: 3 clusters Score -6281517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6281516.500000 Penalty: 5266.627441
	Iteration 81Q: 3 clusters Score -6281516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -6281510.500000 Penalty: 5266.627441
	Iteration 82Q: 3 clusters Score -6281510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -6281513.000000 Penalty: 5266.627441
	Iteration 83Q: 3 clusters Score -6281513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -6281512.000000 Penalty: 5266.627441
	Iteration 84Q: 3 clusters Score -6281512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -6281522.500000 Penalty: 5266.627441
	Iteration 85Q: 3 clusters Score -6281522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6281516.500000 Penalty: 5266.627441
	Iteration 86Q: 3 clusters Score -6281516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -6281524.000000 Penalty: 5266.627441
	Iteration 87Q: 3 clusters Score -6281524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -6281520.500000 Penalty: 5266.627441
	Iteration 88Q: 3 clusters Score -6281520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -6281522.500000 Penalty: 5266.627441
	Iteration 89Q: 3 clusters Score -6281522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -6281521.000000 Penalty: 5266.627441
	Iteration 90Q: 3 clusters Score -6281521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -6281513.500000 Penalty: 5266.627441
	Iteration 91Q: 3 clusters Score -6281514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -6281518.500000 Penalty: 5266.627441
	Iteration 92Q: 3 clusters Score -6281518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -6281523.000000 Penalty: 5266.627441
	Iteration 93Q: 3 clusters Score -6281523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6281525.000000 Penalty: 5266.627441
	Iteration 94Q: 3 clusters Score -6281525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6281531.500000 Penalty: 5266.627441
	Iteration 95Q: 3 clusters Score -6281532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -6281531.000000 Penalty: 5266.627441
	Iteration 96Q: 3 clusters Score -6281531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -6281526.500000 Penalty: 5266.627441
	Iteration 97Q: 3 clusters Score -6281526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -6281527.500000 Penalty: 5266.627441
	Iteration 98Q: 3 clusters Score -6281528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -6281524.500000 Penalty: 5266.627441
	Iteration 99Q: 3 clusters Score -6281524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -6281526.500000 Penalty: 5266.627441
	Iteration 100F: 3 clusters Score -6281526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -6281528.500000 Penalty: 5266.627441
	Iteration 101Q: 3 clusters Score -6281528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -6281517.000000 Penalty: 5266.627441
	Iteration 102Q: 3 clusters Score -6281517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -6281526.500000 Penalty: 5266.627441
	Iteration 103Q: 3 clusters Score -6281526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -6281528.000000 Penalty: 5266.627441
	Iteration 104Q: 3 clusters Score -6281528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -6281522.500000 Penalty: 5266.627441
	Iteration 105Q: 3 clusters Score -6281522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -6281525.500000 Penalty: 5266.627441
	Iteration 106Q: 3 clusters Score -6281526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6281523.500000 Penalty: 5266.627441
	Iteration 107Q: 3 clusters Score -6281524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -6281527.500000 Penalty: 5266.627441
	Iteration 108Q: 3 clusters Score -6281528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -6281527.500000 Penalty: 5266.627441
	Iteration 109F: 3 clusters Score -6281528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108584 members 
Entering Unmasked Estep 
Score: -16753487.000000 Penalty: 2875.629395
	Iteration 0F: 2 clusters Score -1.675349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -16685107.000000 Penalty: 5751.258789
	Iteration 0F: 3 clusters Score -1.668511e+07 nChanged 51406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -16715187.000000 Penalty: 5751.258789
	Iteration 1F: 3 clusters Score -1.671519e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -16716850.000000 Penalty: 5751.258789
	Iteration 2Q: 3 clusters Score -1.671685e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -16719374.000000 Penalty: 5751.258789
	Iteration 3Q: 3 clusters Score -1.671937e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -16723492.000000 Penalty: 5751.258789
	Iteration 4F: 3 clusters Score -1.672349e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -16729440.000000 Penalty: 5751.258789
	Iteration 5F: 3 clusters Score -1.672944e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -16737193.000000 Penalty: 5751.258789
	Iteration 6F: 3 clusters Score -1.673719e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -16743855.000000 Penalty: 5751.258789
	Iteration 7F: 3 clusters Score -1.674386e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -16746520.000000 Penalty: 5751.258789
	Iteration 8Q: 3 clusters Score -1.674652e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -16747256.000000 Penalty: 5751.258789
	Iteration 9Q: 3 clusters Score -1.674726e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -16747698.000000 Penalty: 5751.258789
	Iteration 10Q: 3 clusters Score -1.67477e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -16748004.000000 Penalty: 5751.258789
	Iteration 11Q: 3 clusters Score -1.6748e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -16748180.000000 Penalty: 5751.258789
	Iteration 12Q: 3 clusters Score -1.674818e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -16748373.000000 Penalty: 5751.258789
	Iteration 13Q: 3 clusters Score -1.674837e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -16748576.000000 Penalty: 5751.258789
	Iteration 14Q: 3 clusters Score -1.674858e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -16748691.000000 Penalty: 5751.258789
	Iteration 15Q: 3 clusters Score -1.674869e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -16748921.000000 Penalty: 5751.258789
	Iteration 16Q: 3 clusters Score -1.674892e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -16748970.000000 Penalty: 5751.258789
	Iteration 17Q: 3 clusters Score -1.674897e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76319 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -16749119.000000 Penalty: 5751.258789
	Iteration 18Q: 3 clusters Score -1.674912e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -16749216.000000 Penalty: 5751.258789
	Iteration 19Q: 3 clusters Score -1.674922e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -16749296.000000 Penalty: 5751.258789
	Iteration 20F: 3 clusters Score -1.67493e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -16749308.000000 Penalty: 5751.258789
	Iteration 21Q: 3 clusters Score -1.674931e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -16749394.000000 Penalty: 5751.258789
	Iteration 22Q: 3 clusters Score -1.674939e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -16749465.000000 Penalty: 5751.258789
	Iteration 23Q: 3 clusters Score -1.674946e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -16749525.000000 Penalty: 5751.258789
	Iteration 24Q: 3 clusters Score -1.674952e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -16749579.000000 Penalty: 5751.258789
	Iteration 25Q: 3 clusters Score -1.674958e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -16749653.000000 Penalty: 5751.258789
	Iteration 26Q: 3 clusters Score -1.674965e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -16749701.000000 Penalty: 5751.258789
	Iteration 27Q: 3 clusters Score -1.67497e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -16749749.000000 Penalty: 5751.258789
	Iteration 28Q: 3 clusters Score -1.674975e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -16749755.000000 Penalty: 5751.258789
	Iteration 29Q: 3 clusters Score -1.674976e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -16749821.000000 Penalty: 5751.258789
	Iteration 30Q: 3 clusters Score -1.674982e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -16749882.000000 Penalty: 5751.258789
	Iteration 31Q: 3 clusters Score -1.674988e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -16749940.000000 Penalty: 5751.258789
	Iteration 32Q: 3 clusters Score -1.674994e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -16750034.000000 Penalty: 5751.258789
	Iteration 33Q: 3 clusters Score -1.675003e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -16750098.000000 Penalty: 5751.258789
	Iteration 34Q: 3 clusters Score -1.67501e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -16750200.000000 Penalty: 5751.258789
	Iteration 35Q: 3 clusters Score -1.67502e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -16750242.000000 Penalty: 5751.258789
	Iteration 36Q: 3 clusters Score -1.675024e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -16750295.000000 Penalty: 5751.258789
	Iteration 37Q: 3 clusters Score -1.67503e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -16750305.000000 Penalty: 5751.258789
	Iteration 38Q: 3 clusters Score -1.67503e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -16750403.000000 Penalty: 5751.258789
	Iteration 39Q: 3 clusters Score -1.67504e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -16750468.000000 Penalty: 5751.258789
	Iteration 40F: 3 clusters Score -1.675047e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -16750553.000000 Penalty: 5751.258789
	Iteration 41Q: 3 clusters Score -1.675055e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -16750629.000000 Penalty: 5751.258789
	Iteration 42Q: 3 clusters Score -1.675063e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -16750755.000000 Penalty: 5751.258789
	Iteration 43Q: 3 clusters Score -1.675076e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -16750803.000000 Penalty: 5751.258789
	Iteration 44Q: 3 clusters Score -1.67508e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -16750856.000000 Penalty: 5751.258789
	Iteration 45Q: 3 clusters Score -1.675086e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -16750943.000000 Penalty: 5751.258789
	Iteration 46Q: 3 clusters Score -1.675094e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -16751001.000000 Penalty: 5751.258789
	Iteration 47Q: 3 clusters Score -1.6751e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -16751064.000000 Penalty: 5751.258789
	Iteration 48Q: 3 clusters Score -1.675106e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -16751134.000000 Penalty: 5751.258789
	Iteration 49Q: 3 clusters Score -1.675113e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -16751237.000000 Penalty: 5751.258789
	Iteration 50Q: 3 clusters Score -1.675124e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -16751287.000000 Penalty: 5751.258789
	Iteration 51Q: 3 clusters Score -1.675129e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -16751433.000000 Penalty: 5751.258789
	Iteration 52Q: 3 clusters Score -1.675143e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -16751508.000000 Penalty: 5751.258789
	Iteration 53Q: 3 clusters Score -1.675151e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -16751611.000000 Penalty: 5751.258789
	Iteration 54Q: 3 clusters Score -1.675161e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -16751706.000000 Penalty: 5751.258789
	Iteration 55Q: 3 clusters Score -1.675171e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89511 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -16751723.000000 Penalty: 5751.258789
	Iteration 56Q: 3 clusters Score -1.675172e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -16751742.000000 Penalty: 5751.258789
	Iteration 57Q: 3 clusters Score -1.675174e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -16751823.000000 Penalty: 5751.258789
	Iteration 58Q: 3 clusters Score -1.675182e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -16751915.000000 Penalty: 5751.258789
	Iteration 59Q: 3 clusters Score -1.675192e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -16752046.000000 Penalty: 5751.258789
	Iteration 60F: 3 clusters Score -1.675205e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -16752091.000000 Penalty: 5751.258789
	Iteration 61Q: 3 clusters Score -1.675209e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -16752244.000000 Penalty: 5751.258789
	Iteration 62Q: 3 clusters Score -1.675224e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -16752412.000000 Penalty: 5751.258789
	Iteration 63Q: 3 clusters Score -1.675241e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -16752472.000000 Penalty: 5751.258789
	Iteration 64Q: 3 clusters Score -1.675247e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -16752667.000000 Penalty: 5751.258789
	Iteration 65Q: 3 clusters Score -1.675267e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -16752882.000000 Penalty: 5751.258789
	Iteration 66Q: 3 clusters Score -1.675288e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -16753008.000000 Penalty: 5751.258789
	Iteration 67Q: 3 clusters Score -1.675301e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -16753090.000000 Penalty: 5751.258789
	Iteration 68Q: 3 clusters Score -1.675309e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97447 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -16753163.000000 Penalty: 5751.258789
	Iteration 69Q: 3 clusters Score -1.675316e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -16753136.000000 Penalty: 5751.258789
	Iteration 70Q: 3 clusters Score -1.675314e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -16753128.000000 Penalty: 5751.258789
	Iteration 71Q: 3 clusters Score -1.675313e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -16753004.000000 Penalty: 5751.258789
	Iteration 72Q: 3 clusters Score -1.6753e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -16752926.000000 Penalty: 5751.258789
	Iteration 73Q: 3 clusters Score -1.675293e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -16752848.000000 Penalty: 5751.258789
	Iteration 74Q: 3 clusters Score -1.675285e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -16752642.000000 Penalty: 5751.258789
	Iteration 75Q: 3 clusters Score -1.675264e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -16752453.000000 Penalty: 5751.258789
	Iteration 76Q: 3 clusters Score -1.675245e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -16752159.000000 Penalty: 5751.258789
	Iteration 77Q: 3 clusters Score -1.675216e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -16752005.000000 Penalty: 5751.258789
	Iteration 78Q: 3 clusters Score -1.6752e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -16751955.000000 Penalty: 5751.258789
	Iteration 79Q: 3 clusters Score -1.675196e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16751892.000000 Penalty: 5751.258789
	Iteration 80F: 3 clusters Score -1.675189e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107435 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16751839.000000 Penalty: 5751.258789
	Iteration 81Q: 3 clusters Score -1.675184e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -16751759.000000 Penalty: 5751.258789
	Iteration 82Q: 3 clusters Score -1.675176e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16751712.000000 Penalty: 5751.258789
	Iteration 83Q: 3 clusters Score -1.675171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16751642.000000 Penalty: 5751.258789
	Iteration 84Q: 3 clusters Score -1.675164e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16751629.000000 Penalty: 5751.258789
	Iteration 85Q: 3 clusters Score -1.675163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -16751633.000000 Penalty: 5751.258789
	Iteration 86Q: 3 clusters Score -1.675163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16751629.000000 Penalty: 5751.258789
	Iteration 87Q: 3 clusters Score -1.675163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16751600.000000 Penalty: 5751.258789
	Iteration 88Q: 3 clusters Score -1.67516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16751603.000000 Penalty: 5751.258789
	Iteration 89Q: 3 clusters Score -1.67516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16751600.000000 Penalty: 5751.258789
	Iteration 90Q: 3 clusters Score -1.67516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16751586.000000 Penalty: 5751.258789
	Iteration 91Q: 3 clusters Score -1.675159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107991 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16751589.000000 Penalty: 5751.258789
	Iteration 92Q: 3 clusters Score -1.675159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107994 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16751583.000000 Penalty: 5751.258789
	Iteration 93Q: 3 clusters Score -1.675158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16751588.000000 Penalty: 5751.258789
	Iteration 94Q: 3 clusters Score -1.675159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -16751588.000000 Penalty: 5751.258789
	Iteration 95F: 3 clusters Score -1.675159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -469392.562500 Penalty: 1993.390869
	Iteration 0F: 2 clusters Score -469392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -466076.437500 Penalty: 3986.781738
	Iteration 0F: 3 clusters Score -466076.4 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -466726.968750 Penalty: 3986.781738
	Iteration 1F: 3 clusters Score -466727 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -466887.937500 Penalty: 3986.781738
	Iteration 2F: 3 clusters Score -466887.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -466984.062500 Penalty: 3986.781738
	Iteration 3Q: 3 clusters Score -466984.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -467043.843750 Penalty: 3986.781738
	Iteration 4Q: 3 clusters Score -467043.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -467074.968750 Penalty: 3986.781738
	Iteration 5Q: 3 clusters Score -467075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -467104.281250 Penalty: 3986.781738
	Iteration 6Q: 3 clusters Score -467104.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -467124.375000 Penalty: 3986.781738
	Iteration 7Q: 3 clusters Score -467124.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -467135.843750 Penalty: 3986.781738
	Iteration 8Q: 3 clusters Score -467135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -467143.531250 Penalty: 3986.781738
	Iteration 9Q: 3 clusters Score -467143.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -467151.593750 Penalty: 3986.781738
	Iteration 10Q: 3 clusters Score -467151.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -467160.843750 Penalty: 3986.781738
	Iteration 11Q: 3 clusters Score -467160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -467167.156250 Penalty: 3986.781738
	Iteration 12Q: 3 clusters Score -467167.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -467176.218750 Penalty: 3986.781738
	Iteration 13Q: 3 clusters Score -467176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -467181.312500 Penalty: 3986.781738
	Iteration 14Q: 3 clusters Score -467181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -467185.906250 Penalty: 3986.781738
	Iteration 15Q: 3 clusters Score -467185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -467190.656250 Penalty: 3986.781738
	Iteration 16Q: 3 clusters Score -467190.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -467197.062500 Penalty: 3986.781738
	Iteration 17Q: 3 clusters Score -467197.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -467205.843750 Penalty: 3986.781738
	Iteration 18Q: 3 clusters Score -467205.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -467214.031250 Penalty: 3986.781738
	Iteration 19Q: 3 clusters Score -467214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -467219.531250 Penalty: 3986.781738
	Iteration 20F: 3 clusters Score -467219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -467225.625000 Penalty: 3986.781738
	Iteration 21Q: 3 clusters Score -467225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -467230.781250 Penalty: 3986.781738
	Iteration 22Q: 3 clusters Score -467230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -467234.250000 Penalty: 3986.781738
	Iteration 23Q: 3 clusters Score -467234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -467238.750000 Penalty: 3986.781738
	Iteration 24Q: 3 clusters Score -467238.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -467242.531250 Penalty: 3986.781738
	Iteration 25Q: 3 clusters Score -467242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -467243.250000 Penalty: 3986.781738
	Iteration 26Q: 3 clusters Score -467243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -467245.656250 Penalty: 3986.781738
	Iteration 27Q: 3 clusters Score -467245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -467245.781250 Penalty: 3986.781738
	Iteration 28Q: 3 clusters Score -467245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -467249.250000 Penalty: 3986.781738
	Iteration 29Q: 3 clusters Score -467249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -467251.875000 Penalty: 3986.781738
	Iteration 30Q: 3 clusters Score -467251.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -467252.937500 Penalty: 3986.781738
	Iteration 31Q: 3 clusters Score -467252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -467253.031250 Penalty: 3986.781738
	Iteration 32Q: 3 clusters Score -467253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -467254.468750 Penalty: 3986.781738
	Iteration 33Q: 3 clusters Score -467254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -467253.843750 Penalty: 3986.781738
	Iteration 34Q: 3 clusters Score -467253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -467254.812500 Penalty: 3986.781738
	Iteration 35Q: 3 clusters Score -467254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -467255.468750 Penalty: 3986.781738
	Iteration 36Q: 3 clusters Score -467255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -467256.281250 Penalty: 3986.781738
	Iteration 37Q: 3 clusters Score -467256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -467256.156250 Penalty: 3986.781738
	Iteration 38Q: 3 clusters Score -467256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -467256.406250 Penalty: 3986.781738
	Iteration 39Q: 3 clusters Score -467256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -467257.125000 Penalty: 3986.781738
	Iteration 40F: 3 clusters Score -467257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -467258.125000 Penalty: 3986.781738
	Iteration 41Q: 3 clusters Score -467258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -467259.093750 Penalty: 3986.781738
	Iteration 42Q: 3 clusters Score -467259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -467259.500000 Penalty: 3986.781738
	Iteration 43Q: 3 clusters Score -467259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -467259.718750 Penalty: 3986.781738
	Iteration 44Q: 3 clusters Score -467259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -467259.718750 Penalty: 3986.781738
	Iteration 45F: 3 clusters Score -467259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -432658.593750 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -432658.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -429289.843750 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -429289.8 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -430150.281250 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -430150.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430420.437500 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -430420.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -430622.468750 Penalty: 4018.281738
	Iteration 3F: 3 clusters Score -430622.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -430786.312500 Penalty: 4018.281738
	Iteration 4F: 3 clusters Score -430786.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -430923.375000 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -430923.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -431047.562500 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -431047.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -431157.125000 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -431157.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -431247.656250 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -431247.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -431320.625000 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -431320.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -431372.125000 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -431372.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -431426.906250 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -431426.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -431452.968750 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -431453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -431480.718750 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -431480.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -431507.875000 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -431507.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -431532.125000 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -431532.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -431547.843750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -431547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -431556.593750 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -431556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -431562.500000 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -431562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -431568.000000 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -431568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -431571.187500 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -431571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -431572.781250 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -431572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -431574.437500 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -431574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -431576.093750 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -431576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -431582.218750 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -431582.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -431589.968750 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -431590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -431595.468750 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -431595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -431599.000000 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -431599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -431603.500000 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -431603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -431605.125000 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -431605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -431607.218750 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -431607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -431608.937500 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -431608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -431609.500000 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -431609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -431610.468750 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -431610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -431611.031250 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -431611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -431610.968750 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -431611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -431613.812500 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -431613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -431614.343750 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -431614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -431619.687500 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -431619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -431625.187500 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -431625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -431626.000000 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -431626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -431627.093750 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -431627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -431627.093750 Penalty: 4018.281738
	Iteration 42F: 3 clusters Score -431627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Entering Unmasked Estep 
Score: -1310451.625000 Penalty: 2249.627441
	Iteration 0F: 2 clusters Score -1310452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1303589.125000 Penalty: 4499.254883
	Iteration 0F: 3 clusters Score -1303589 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1305475.375000 Penalty: 4499.254883
	Iteration 1F: 3 clusters Score -1305475 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1305738.000000 Penalty: 4499.254883
	Iteration 2F: 3 clusters Score -1305738 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1305878.625000 Penalty: 4499.254883
	Iteration 3Q: 3 clusters Score -1305879 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1305981.250000 Penalty: 4499.254883
	Iteration 4Q: 3 clusters Score -1305981 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1306070.875000 Penalty: 4499.254883
	Iteration 5Q: 3 clusters Score -1306071 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1306154.500000 Penalty: 4499.254883
	Iteration 6Q: 3 clusters Score -1306154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1306221.625000 Penalty: 4499.254883
	Iteration 7Q: 3 clusters Score -1306222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1306280.000000 Penalty: 4499.254883
	Iteration 8Q: 3 clusters Score -1306280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1306327.875000 Penalty: 4499.254883
	Iteration 9Q: 3 clusters Score -1306328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1306373.375000 Penalty: 4499.254883
	Iteration 10Q: 3 clusters Score -1306373 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1306422.875000 Penalty: 4499.254883
	Iteration 11Q: 3 clusters Score -1306423 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1306479.625000 Penalty: 4499.254883
	Iteration 12Q: 3 clusters Score -1306480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1306531.125000 Penalty: 4499.254883
	Iteration 13Q: 3 clusters Score -1306531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1306587.875000 Penalty: 4499.254883
	Iteration 14Q: 3 clusters Score -1306588 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1306648.625000 Penalty: 4499.254883
	Iteration 15Q: 3 clusters Score -1306649 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1306716.375000 Penalty: 4499.254883
	Iteration 16Q: 3 clusters Score -1306716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1306799.875000 Penalty: 4499.254883
	Iteration 17Q: 3 clusters Score -1306800 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1306916.250000 Penalty: 4499.254883
	Iteration 18Q: 3 clusters Score -1306916 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1307041.375000 Penalty: 4499.254883
	Iteration 19Q: 3 clusters Score -1307041 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1307205.500000 Penalty: 4499.254883
	Iteration 20F: 3 clusters Score -1307206 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1307378.125000 Penalty: 4499.254883
	Iteration 21Q: 3 clusters Score -1307378 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1307552.750000 Penalty: 4499.254883
	Iteration 22Q: 3 clusters Score -1307553 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1307717.250000 Penalty: 4499.254883
	Iteration 23Q: 3 clusters Score -1307717 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1307878.125000 Penalty: 4499.254883
	Iteration 24Q: 3 clusters Score -1307878 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1307996.125000 Penalty: 4499.254883
	Iteration 25Q: 3 clusters Score -1307996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1308092.500000 Penalty: 4499.254883
	Iteration 26Q: 3 clusters Score -1308092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1308169.500000 Penalty: 4499.254883
	Iteration 27Q: 3 clusters Score -1308170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1308221.500000 Penalty: 4499.254883
	Iteration 28Q: 3 clusters Score -1308222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1308253.125000 Penalty: 4499.254883
	Iteration 29Q: 3 clusters Score -1308253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1308278.250000 Penalty: 4499.254883
	Iteration 30Q: 3 clusters Score -1308278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1308307.500000 Penalty: 4499.254883
	Iteration 31Q: 3 clusters Score -1308308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1308327.750000 Penalty: 4499.254883
	Iteration 32Q: 3 clusters Score -1308328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1308349.500000 Penalty: 4499.254883
	Iteration 33Q: 3 clusters Score -1308350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1308368.625000 Penalty: 4499.254883
	Iteration 34Q: 3 clusters Score -1308369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1308387.750000 Penalty: 4499.254883
	Iteration 35Q: 3 clusters Score -1308388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1308402.000000 Penalty: 4499.254883
	Iteration 36Q: 3 clusters Score -1308402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1308411.625000 Penalty: 4499.254883
	Iteration 37Q: 3 clusters Score -1308412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1308423.125000 Penalty: 4499.254883
	Iteration 38Q: 3 clusters Score -1308423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1308428.875000 Penalty: 4499.254883
	Iteration 39Q: 3 clusters Score -1308429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1308433.375000 Penalty: 4499.254883
	Iteration 40F: 3 clusters Score -1308433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1308443.875000 Penalty: 4499.254883
	Iteration 41Q: 3 clusters Score -1308444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1308458.125000 Penalty: 4499.254883
	Iteration 42Q: 3 clusters Score -1308458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1308466.750000 Penalty: 4499.254883
	Iteration 43Q: 3 clusters Score -1308467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1308476.125000 Penalty: 4499.254883
	Iteration 44Q: 3 clusters Score -1308476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1308480.625000 Penalty: 4499.254883
	Iteration 45Q: 3 clusters Score -1308481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1308486.750000 Penalty: 4499.254883
	Iteration 46Q: 3 clusters Score -1308487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1308491.500000 Penalty: 4499.254883
	Iteration 47Q: 3 clusters Score -1308492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1308492.000000 Penalty: 4499.254883
	Iteration 48Q: 3 clusters Score -1308492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1308492.000000 Penalty: 4499.254883
	Iteration 49F: 3 clusters Score -1308492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1940343.500000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -1940344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1930330.625000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -1930331 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1933967.125000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -1933967 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1934760.750000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -1934761 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1935364.500000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -1935364 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1935860.875000 Penalty: 4727.830566
	Iteration 4F: 3 clusters Score -1935861 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1936222.125000 Penalty: 4727.830566
	Iteration 5F: 3 clusters Score -1936222 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1936465.250000 Penalty: 4727.830566
	Iteration 6Q: 3 clusters Score -1936465 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1936667.500000 Penalty: 4727.830566
	Iteration 7Q: 3 clusters Score -1936668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1936816.500000 Penalty: 4727.830566
	Iteration 8Q: 3 clusters Score -1936816 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1936919.000000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -1936919 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1937005.375000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -1937005 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1937082.750000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -1937083 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1937148.875000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -1937149 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1937218.875000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -1937219 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1937265.625000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -1937266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1937313.250000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -1937313 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1937346.750000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -1937347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1937393.125000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -1937393 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1937423.500000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -1937424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1937454.000000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -1937454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1937479.875000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -1937480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1937514.625000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -1937515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1937540.875000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -1937541 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1937565.625000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -1937566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1937598.875000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -1937599 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1937620.750000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -1937621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1937653.500000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -1937654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1937685.625000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -1937686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1937711.500000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -1937712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1937732.250000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -1937732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1937754.500000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -1937754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1937777.250000 Penalty: 4727.830566
	Iteration 31Q: 3 clusters Score -1937777 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1937799.500000 Penalty: 4727.830566
	Iteration 32Q: 3 clusters Score -1937800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1937819.375000 Penalty: 4727.830566
	Iteration 33Q: 3 clusters Score -1937819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1937837.000000 Penalty: 4727.830566
	Iteration 34Q: 3 clusters Score -1937837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1937852.750000 Penalty: 4727.830566
	Iteration 35Q: 3 clusters Score -1937853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1937868.500000 Penalty: 4727.830566
	Iteration 36Q: 3 clusters Score -1937868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1937882.375000 Penalty: 4727.830566
	Iteration 37Q: 3 clusters Score -1937882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1937902.250000 Penalty: 4727.830566
	Iteration 38Q: 3 clusters Score -1937902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1937920.125000 Penalty: 4727.830566
	Iteration 39Q: 3 clusters Score -1937920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1937929.500000 Penalty: 4727.830566
	Iteration 40F: 3 clusters Score -1937930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1937942.750000 Penalty: 4727.830566
	Iteration 41Q: 3 clusters Score -1937943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1937954.000000 Penalty: 4727.830566
	Iteration 42Q: 3 clusters Score -1937954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1937977.875000 Penalty: 4727.830566
	Iteration 43Q: 3 clusters Score -1937978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1937986.500000 Penalty: 4727.830566
	Iteration 44Q: 3 clusters Score -1937986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1937996.625000 Penalty: 4727.830566
	Iteration 45Q: 3 clusters Score -1937997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1938003.875000 Penalty: 4727.830566
	Iteration 46Q: 3 clusters Score -1938004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1938008.375000 Penalty: 4727.830566
	Iteration 47Q: 3 clusters Score -1938008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1938017.000000 Penalty: 4727.830566
	Iteration 48Q: 3 clusters Score -1938017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1938028.375000 Penalty: 4727.830566
	Iteration 49Q: 3 clusters Score -1938028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1938036.250000 Penalty: 4727.830566
	Iteration 50Q: 3 clusters Score -1938036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1938045.250000 Penalty: 4727.830566
	Iteration 51Q: 3 clusters Score -1938045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1938051.875000 Penalty: 4727.830566
	Iteration 52Q: 3 clusters Score -1938052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1938058.625000 Penalty: 4727.830566
	Iteration 53Q: 3 clusters Score -1938059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1938062.500000 Penalty: 4727.830566
	Iteration 54Q: 3 clusters Score -1938062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1938063.625000 Penalty: 4727.830566
	Iteration 55Q: 3 clusters Score -1938064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1938067.500000 Penalty: 4727.830566
	Iteration 56Q: 3 clusters Score -1938068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1938070.500000 Penalty: 4727.830566
	Iteration 57Q: 3 clusters Score -1938070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1938074.875000 Penalty: 4727.830566
	Iteration 58Q: 3 clusters Score -1938075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1938079.625000 Penalty: 4727.830566
	Iteration 59Q: 3 clusters Score -1938080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1938085.625000 Penalty: 4727.830566
	Iteration 60F: 3 clusters Score -1938086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1938090.500000 Penalty: 4727.830566
	Iteration 61Q: 3 clusters Score -1938090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1938096.000000 Penalty: 4727.830566
	Iteration 62Q: 3 clusters Score -1938096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1938095.500000 Penalty: 4727.830566
	Iteration 63Q: 3 clusters Score -1938096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1938100.625000 Penalty: 4727.830566
	Iteration 64Q: 3 clusters Score -1938101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1938106.625000 Penalty: 4727.830566
	Iteration 65Q: 3 clusters Score -1938107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1938101.500000 Penalty: 4727.830566
	Iteration 66Q: 3 clusters Score -1938102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1938102.500000 Penalty: 4727.830566
	Iteration 67Q: 3 clusters Score -1938102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1938104.500000 Penalty: 4727.830566
	Iteration 68Q: 3 clusters Score -1938104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1938105.625000 Penalty: 4727.830566
	Iteration 69Q: 3 clusters Score -1938106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1938106.250000 Penalty: 4727.830566
	Iteration 70Q: 3 clusters Score -1938106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1938102.125000 Penalty: 4727.830566
	Iteration 71Q: 3 clusters Score -1938102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1938105.625000 Penalty: 4727.830566
	Iteration 72Q: 3 clusters Score -1938106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1938103.750000 Penalty: 4727.830566
	Iteration 73Q: 3 clusters Score -1938104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1938107.125000 Penalty: 4727.830566
	Iteration 74Q: 3 clusters Score -1938107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1938114.000000 Penalty: 4727.830566
	Iteration 75Q: 3 clusters Score -1938114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1938114.625000 Penalty: 4727.830566
	Iteration 76Q: 3 clusters Score -1938115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1938121.375000 Penalty: 4727.830566
	Iteration 77Q: 3 clusters Score -1938121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1938120.250000 Penalty: 4727.830566
	Iteration 78Q: 3 clusters Score -1938120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1938121.125000 Penalty: 4727.830566
	Iteration 79Q: 3 clusters Score -1938121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1938119.875000 Penalty: 4727.830566
	Iteration 80F: 3 clusters Score -1938120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1938120.000000 Penalty: 4727.830566
	Iteration 81Q: 3 clusters Score -1938120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1938122.250000 Penalty: 4727.830566
	Iteration 82Q: 3 clusters Score -1938122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1938121.500000 Penalty: 4727.830566
	Iteration 83Q: 3 clusters Score -1938122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1938120.000000 Penalty: 4727.830566
	Iteration 84Q: 3 clusters Score -1938120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1938124.500000 Penalty: 4727.830566
	Iteration 85Q: 3 clusters Score -1938124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1938127.750000 Penalty: 4727.830566
	Iteration 86Q: 3 clusters Score -1938128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1938130.125000 Penalty: 4727.830566
	Iteration 87Q: 3 clusters Score -1938130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1938132.750000 Penalty: 4727.830566
	Iteration 88Q: 3 clusters Score -1938133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1938130.250000 Penalty: 4727.830566
	Iteration 89Q: 3 clusters Score -1938130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1938129.375000 Penalty: 4727.830566
	Iteration 90Q: 3 clusters Score -1938129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1938129.625000 Penalty: 4727.830566
	Iteration 91Q: 3 clusters Score -1938130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1938131.375000 Penalty: 4727.830566
	Iteration 92Q: 3 clusters Score -1938131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1938129.875000 Penalty: 4727.830566
	Iteration 93Q: 3 clusters Score -1938130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1938131.250000 Penalty: 4727.830566
	Iteration 94Q: 3 clusters Score -1938131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1938132.500000 Penalty: 4727.830566
	Iteration 95Q: 3 clusters Score -1938132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1938138.500000 Penalty: 4727.830566
	Iteration 96Q: 3 clusters Score -1938138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1938139.125000 Penalty: 4727.830566
	Iteration 97Q: 3 clusters Score -1938139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1938139.375000 Penalty: 4727.830566
	Iteration 98Q: 3 clusters Score -1938139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1938140.125000 Penalty: 4727.830566
	Iteration 99Q: 3 clusters Score -1938140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1938144.625000 Penalty: 4727.830566
	Iteration 100F: 3 clusters Score -1938145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1938146.750000 Penalty: 4727.830566
	Iteration 101Q: 3 clusters Score -1938147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1938159.375000 Penalty: 4727.830566
	Iteration 102Q: 3 clusters Score -1938159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1938163.625000 Penalty: 4727.830566
	Iteration 103Q: 3 clusters Score -1938164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1938164.625000 Penalty: 4727.830566
	Iteration 104Q: 3 clusters Score -1938165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1938169.000000 Penalty: 4727.830566
	Iteration 105Q: 3 clusters Score -1938169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1938176.500000 Penalty: 4727.830566
	Iteration 106Q: 3 clusters Score -1938176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1938181.625000 Penalty: 4727.830566
	Iteration 107Q: 3 clusters Score -1938182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1938186.625000 Penalty: 4727.830566
	Iteration 108Q: 3 clusters Score -1938187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1938192.250000 Penalty: 4727.830566
	Iteration 109Q: 3 clusters Score -1938192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1938198.250000 Penalty: 4727.830566
	Iteration 110Q: 3 clusters Score -1938198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1938203.000000 Penalty: 4727.830566
	Iteration 111Q: 3 clusters Score -1938203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1938217.750000 Penalty: 4727.830566
	Iteration 112Q: 3 clusters Score -1938218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1938222.125000 Penalty: 4727.830566
	Iteration 113Q: 3 clusters Score -1938222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1938226.250000 Penalty: 4727.830566
	Iteration 114Q: 3 clusters Score -1938226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1938239.625000 Penalty: 4727.830566
	Iteration 115Q: 3 clusters Score -1938240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1938253.750000 Penalty: 4727.830566
	Iteration 116Q: 3 clusters Score -1938254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1938261.875000 Penalty: 4727.830566
	Iteration 117Q: 3 clusters Score -1938262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1938272.750000 Penalty: 4727.830566
	Iteration 118Q: 3 clusters Score -1938273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1938284.125000 Penalty: 4727.830566
	Iteration 119Q: 3 clusters Score -1938284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1938300.125000 Penalty: 4727.830566
	Iteration 120F: 3 clusters Score -1938300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1938309.500000 Penalty: 4727.830566
	Iteration 121Q: 3 clusters Score -1938310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1938329.125000 Penalty: 4727.830566
	Iteration 122Q: 3 clusters Score -1938329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1938336.875000 Penalty: 4727.830566
	Iteration 123Q: 3 clusters Score -1938337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1938358.375000 Penalty: 4727.830566
	Iteration 124Q: 3 clusters Score -1938358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1938383.875000 Penalty: 4727.830566
	Iteration 125Q: 3 clusters Score -1938384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1938410.375000 Penalty: 4727.830566
	Iteration 126Q: 3 clusters Score -1938410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1938443.625000 Penalty: 4727.830566
	Iteration 127Q: 3 clusters Score -1938444 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1938490.750000 Penalty: 4727.830566
	Iteration 128Q: 3 clusters Score -1938491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1938533.625000 Penalty: 4727.830566
	Iteration 129Q: 3 clusters Score -1938534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1938575.375000 Penalty: 4727.830566
	Iteration 130Q: 3 clusters Score -1938575 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1938617.875000 Penalty: 4727.830566
	Iteration 131Q: 3 clusters Score -1938618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1938665.500000 Penalty: 4727.830566
	Iteration 132Q: 3 clusters Score -1938666 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1938700.000000 Penalty: 4727.830566
	Iteration 133Q: 3 clusters Score -1938700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1938733.875000 Penalty: 4727.830566
	Iteration 134Q: 3 clusters Score -1938734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1938758.875000 Penalty: 4727.830566
	Iteration 135Q: 3 clusters Score -1938759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1938786.500000 Penalty: 4727.830566
	Iteration 136Q: 3 clusters Score -1938786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1938804.375000 Penalty: 4727.830566
	Iteration 137Q: 3 clusters Score -1938804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1938822.500000 Penalty: 4727.830566
	Iteration 138Q: 3 clusters Score -1938822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1938841.500000 Penalty: 4727.830566
	Iteration 139Q: 3 clusters Score -1938842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1938853.000000 Penalty: 4727.830566
	Iteration 140F: 3 clusters Score -1938853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1938862.000000 Penalty: 4727.830566
	Iteration 141Q: 3 clusters Score -1938862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1938863.625000 Penalty: 4727.830566
	Iteration 142Q: 3 clusters Score -1938864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1938871.000000 Penalty: 4727.830566
	Iteration 143Q: 3 clusters Score -1938871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1938873.000000 Penalty: 4727.830566
	Iteration 144Q: 3 clusters Score -1938873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1938883.125000 Penalty: 4727.830566
	Iteration 145Q: 3 clusters Score -1938883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1938882.750000 Penalty: 4727.830566
	Iteration 146Q: 3 clusters Score -1938883 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1938885.500000 Penalty: 4727.830566
	Iteration 147Q: 3 clusters Score -1938886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1938890.000000 Penalty: 4727.830566
	Iteration 148Q: 3 clusters Score -1938890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1938891.375000 Penalty: 4727.830566
	Iteration 149Q: 3 clusters Score -1938891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1938894.000000 Penalty: 4727.830566
	Iteration 150Q: 3 clusters Score -1938894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1938897.625000 Penalty: 4727.830566
	Iteration 151Q: 3 clusters Score -1938898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1938894.875000 Penalty: 4727.830566
	Iteration 152Q: 3 clusters Score -1938895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1938895.500000 Penalty: 4727.830566
	Iteration 153Q: 3 clusters Score -1938896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1938900.000000 Penalty: 4727.830566
	Iteration 154Q: 3 clusters Score -1938900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1938899.250000 Penalty: 4727.830566
	Iteration 155Q: 3 clusters Score -1938899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1938901.125000 Penalty: 4727.830566
	Iteration 156Q: 3 clusters Score -1938901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1938901.125000 Penalty: 4727.830566
	Iteration 157F: 3 clusters Score -1938901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20658.380859 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20658.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20922.210938 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20922.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21022.318359 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -21022.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21063.000000 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -21063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21095.802734 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -21095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -21112.818359 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -21112.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -21123.458984 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -21123.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -21127.673828 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -21127.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -21127.673828 Penalty: 2632.900635
	Iteration 8F: 3 clusters Score -21127.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -5543899.500000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -5543900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5519057.000000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -5519057 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5528042.000000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -5528042 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5528580.000000 Penalty: 5211.490723
	Iteration 2Q: 3 clusters Score -5528580 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5529079.500000 Penalty: 5211.490723
	Iteration 3Q: 3 clusters Score -5529080 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5529628.500000 Penalty: 5211.490723
	Iteration 4Q: 3 clusters Score -5529628 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -5530215.500000 Penalty: 5211.490723
	Iteration 5Q: 3 clusters Score -5530216 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5530867.500000 Penalty: 5211.490723
	Iteration 6Q: 3 clusters Score -5530868 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5531702.500000 Penalty: 5211.490723
	Iteration 7Q: 3 clusters Score -5531702 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5532721.000000 Penalty: 5211.490723
	Iteration 8Q: 3 clusters Score -5532721 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5533889.000000 Penalty: 5211.490723
	Iteration 9F: 3 clusters Score -5533889 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5535188.500000 Penalty: 5211.490723
	Iteration 10F: 3 clusters Score -5535188 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5536591.000000 Penalty: 5211.490723
	Iteration 11F: 3 clusters Score -5536591 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5537865.000000 Penalty: 5211.490723
	Iteration 12Q: 3 clusters Score -5537865 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -5538869.500000 Penalty: 5211.490723
	Iteration 13Q: 3 clusters Score -5538870 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -5539713.500000 Penalty: 5211.490723
	Iteration 14Q: 3 clusters Score -5539714 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5540355.000000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -5540355 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5540834.000000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -5540834 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5541195.500000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -5541196 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -5541480.000000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -5541480 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -5541713.500000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -5541714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -5541882.000000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -5541882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -5541986.500000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -5541986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -5542051.000000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -5542051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5542090.000000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -5542090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5542105.000000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -5542105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5542135.500000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -5542136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -5542157.500000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -5542158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -5542174.500000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -5542174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5542188.500000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -5542188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5542197.000000 Penalty: 5211.490723
	Iteration 29Q: 3 clusters Score -5542197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -5542211.500000 Penalty: 5211.490723
	Iteration 30Q: 3 clusters Score -5542212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -5542224.000000 Penalty: 5211.490723
	Iteration 31Q: 3 clusters Score -5542224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5542232.000000 Penalty: 5211.490723
	Iteration 32Q: 3 clusters Score -5542232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -5542229.000000 Penalty: 5211.490723
	Iteration 33Q: 3 clusters Score -5542229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5542237.000000 Penalty: 5211.490723
	Iteration 34Q: 3 clusters Score -5542237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5542237.000000 Penalty: 5211.490723
	Iteration 35Q: 3 clusters Score -5542237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5542237.000000 Penalty: 5211.490723
	Iteration 36Q: 3 clusters Score -5542237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5542242.000000 Penalty: 5211.490723
	Iteration 37Q: 3 clusters Score -5542242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5542243.500000 Penalty: 5211.490723
	Iteration 38Q: 3 clusters Score -5542244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5542242.500000 Penalty: 5211.490723
	Iteration 39Q: 3 clusters Score -5542242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -5542251.000000 Penalty: 5211.490723
	Iteration 40F: 3 clusters Score -5542251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5542252.500000 Penalty: 5211.490723
	Iteration 41Q: 3 clusters Score -5542252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -5542258.500000 Penalty: 5211.490723
	Iteration 42Q: 3 clusters Score -5542258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -5542259.500000 Penalty: 5211.490723
	Iteration 43Q: 3 clusters Score -5542260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -5542254.000000 Penalty: 5211.490723
	Iteration 44Q: 3 clusters Score -5542254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5542262.000000 Penalty: 5211.490723
	Iteration 45Q: 3 clusters Score -5542262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5542267.500000 Penalty: 5211.490723
	Iteration 46Q: 3 clusters Score -5542268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5542267.000000 Penalty: 5211.490723
	Iteration 47Q: 3 clusters Score -5542267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5542266.500000 Penalty: 5211.490723
	Iteration 48Q: 3 clusters Score -5542266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5542266.500000 Penalty: 5211.490723
	Iteration 49F: 3 clusters Score -5542266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Entering Unmasked Estep 
Score: -2793984.000000 Penalty: 2448.689941
	Iteration 0F: 2 clusters Score -2793984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2780371.250000 Penalty: 4897.379883
	Iteration 0F: 3 clusters Score -2780371 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2785172.000000 Penalty: 4897.379883
	Iteration 1F: 3 clusters Score -2785172 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2786052.750000 Penalty: 4897.379883
	Iteration 2F: 3 clusters Score -2786053 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2787170.500000 Penalty: 4897.379883
	Iteration 3F: 3 clusters Score -2787170 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2788238.750000 Penalty: 4897.379883
	Iteration 4F: 3 clusters Score -2788239 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2789021.000000 Penalty: 4897.379883
	Iteration 5F: 3 clusters Score -2789021 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2789666.750000 Penalty: 4897.379883
	Iteration 6F: 3 clusters Score -2789667 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2790136.500000 Penalty: 4897.379883
	Iteration 7Q: 3 clusters Score -2790136 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2790490.000000 Penalty: 4897.379883
	Iteration 8Q: 3 clusters Score -2790490 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2790756.500000 Penalty: 4897.379883
	Iteration 9Q: 3 clusters Score -2790756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2790980.250000 Penalty: 4897.379883
	Iteration 10Q: 3 clusters Score -2790980 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2791156.500000 Penalty: 4897.379883
	Iteration 11Q: 3 clusters Score -2791156 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2791329.500000 Penalty: 4897.379883
	Iteration 12Q: 3 clusters Score -2791330 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2791496.500000 Penalty: 4897.379883
	Iteration 13Q: 3 clusters Score -2791496 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2791641.750000 Penalty: 4897.379883
	Iteration 14Q: 3 clusters Score -2791642 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2791749.250000 Penalty: 4897.379883
	Iteration 15Q: 3 clusters Score -2791749 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2791823.000000 Penalty: 4897.379883
	Iteration 16Q: 3 clusters Score -2791823 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2791897.000000 Penalty: 4897.379883
	Iteration 17Q: 3 clusters Score -2791897 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2791946.500000 Penalty: 4897.379883
	Iteration 18Q: 3 clusters Score -2791946 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2792006.000000 Penalty: 4897.379883
	Iteration 19Q: 3 clusters Score -2792006 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2792034.500000 Penalty: 4897.379883
	Iteration 20F: 3 clusters Score -2792034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2792055.250000 Penalty: 4897.379883
	Iteration 21Q: 3 clusters Score -2792055 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2792063.250000 Penalty: 4897.379883
	Iteration 22Q: 3 clusters Score -2792063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2792080.250000 Penalty: 4897.379883
	Iteration 23Q: 3 clusters Score -2792080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2792097.750000 Penalty: 4897.379883
	Iteration 24Q: 3 clusters Score -2792098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2792114.000000 Penalty: 4897.379883
	Iteration 25Q: 3 clusters Score -2792114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2792128.500000 Penalty: 4897.379883
	Iteration 26Q: 3 clusters Score -2792128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2792135.500000 Penalty: 4897.379883
	Iteration 27Q: 3 clusters Score -2792136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2792152.750000 Penalty: 4897.379883
	Iteration 28Q: 3 clusters Score -2792153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2792153.250000 Penalty: 4897.379883
	Iteration 29Q: 3 clusters Score -2792153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2792158.750000 Penalty: 4897.379883
	Iteration 30Q: 3 clusters Score -2792159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2792165.250000 Penalty: 4897.379883
	Iteration 31Q: 3 clusters Score -2792165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2792167.000000 Penalty: 4897.379883
	Iteration 32Q: 3 clusters Score -2792167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2792173.750000 Penalty: 4897.379883
	Iteration 33Q: 3 clusters Score -2792174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2792190.000000 Penalty: 4897.379883
	Iteration 34Q: 3 clusters Score -2792190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2792204.750000 Penalty: 4897.379883
	Iteration 35Q: 3 clusters Score -2792205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2792200.500000 Penalty: 4897.379883
	Iteration 36Q: 3 clusters Score -2792200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2792212.000000 Penalty: 4897.379883
	Iteration 37Q: 3 clusters Score -2792212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2792232.250000 Penalty: 4897.379883
	Iteration 38Q: 3 clusters Score -2792232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2792234.500000 Penalty: 4897.379883
	Iteration 39Q: 3 clusters Score -2792234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2792253.250000 Penalty: 4897.379883
	Iteration 40F: 3 clusters Score -2792253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2792268.500000 Penalty: 4897.379883
	Iteration 41Q: 3 clusters Score -2792268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2792273.500000 Penalty: 4897.379883
	Iteration 42Q: 3 clusters Score -2792274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2792287.250000 Penalty: 4897.379883
	Iteration 43Q: 3 clusters Score -2792287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2792291.750000 Penalty: 4897.379883
	Iteration 44Q: 3 clusters Score -2792292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2792296.500000 Penalty: 4897.379883
	Iteration 45Q: 3 clusters Score -2792296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2792300.000000 Penalty: 4897.379883
	Iteration 46Q: 3 clusters Score -2792300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2792313.250000 Penalty: 4897.379883
	Iteration 47Q: 3 clusters Score -2792313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2792319.500000 Penalty: 4897.379883
	Iteration 48Q: 3 clusters Score -2792320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2792329.000000 Penalty: 4897.379883
	Iteration 49Q: 3 clusters Score -2792329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2792331.000000 Penalty: 4897.379883
	Iteration 50Q: 3 clusters Score -2792331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2792335.500000 Penalty: 4897.379883
	Iteration 51Q: 3 clusters Score -2792336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2792337.000000 Penalty: 4897.379883
	Iteration 52Q: 3 clusters Score -2792337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2792340.500000 Penalty: 4897.379883
	Iteration 53Q: 3 clusters Score -2792340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2792334.750000 Penalty: 4897.379883
	Iteration 54Q: 3 clusters Score -2792335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2792330.500000 Penalty: 4897.379883
	Iteration 55Q: 3 clusters Score -2792330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2792342.250000 Penalty: 4897.379883
	Iteration 56Q: 3 clusters Score -2792342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2792353.750000 Penalty: 4897.379883
	Iteration 57Q: 3 clusters Score -2792354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2792352.000000 Penalty: 4897.379883
	Iteration 58Q: 3 clusters Score -2792352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2792364.250000 Penalty: 4897.379883
	Iteration 59Q: 3 clusters Score -2792364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2792367.750000 Penalty: 4897.379883
	Iteration 60F: 3 clusters Score -2792368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2792373.000000 Penalty: 4897.379883
	Iteration 61Q: 3 clusters Score -2792373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2792369.750000 Penalty: 4897.379883
	Iteration 62Q: 3 clusters Score -2792370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2792378.250000 Penalty: 4897.379883
	Iteration 63Q: 3 clusters Score -2792378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2792377.750000 Penalty: 4897.379883
	Iteration 64Q: 3 clusters Score -2792378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2792378.500000 Penalty: 4897.379883
	Iteration 65Q: 3 clusters Score -2792378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2792379.750000 Penalty: 4897.379883
	Iteration 66Q: 3 clusters Score -2792380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2792378.250000 Penalty: 4897.379883
	Iteration 67Q: 3 clusters Score -2792378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2792379.500000 Penalty: 4897.379883
	Iteration 68Q: 3 clusters Score -2792380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2792378.000000 Penalty: 4897.379883
	Iteration 69Q: 3 clusters Score -2792378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2792383.500000 Penalty: 4897.379883
	Iteration 70Q: 3 clusters Score -2792384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2792387.000000 Penalty: 4897.379883
	Iteration 71Q: 3 clusters Score -2792387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2792387.000000 Penalty: 4897.379883
	Iteration 72Q: 3 clusters Score -2792387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2792394.750000 Penalty: 4897.379883
	Iteration 73Q: 3 clusters Score -2792395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2792396.750000 Penalty: 4897.379883
	Iteration 74Q: 3 clusters Score -2792397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2792402.000000 Penalty: 4897.379883
	Iteration 75Q: 3 clusters Score -2792402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2792397.250000 Penalty: 4897.379883
	Iteration 76Q: 3 clusters Score -2792397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2792396.750000 Penalty: 4897.379883
	Iteration 77Q: 3 clusters Score -2792397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2792394.500000 Penalty: 4897.379883
	Iteration 78Q: 3 clusters Score -2792394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2792396.500000 Penalty: 4897.379883
	Iteration 79Q: 3 clusters Score -2792396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2792397.250000 Penalty: 4897.379883
	Iteration 80F: 3 clusters Score -2792397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2792394.500000 Penalty: 4897.379883
	Iteration 81Q: 3 clusters Score -2792394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2792392.000000 Penalty: 4897.379883
	Iteration 82Q: 3 clusters Score -2792392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2792390.750000 Penalty: 4897.379883
	Iteration 83Q: 3 clusters Score -2792391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2792400.500000 Penalty: 4897.379883
	Iteration 84Q: 3 clusters Score -2792400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2792400.750000 Penalty: 4897.379883
	Iteration 85Q: 3 clusters Score -2792401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2792401.750000 Penalty: 4897.379883
	Iteration 86Q: 3 clusters Score -2792402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2792403.750000 Penalty: 4897.379883
	Iteration 87Q: 3 clusters Score -2792404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2792402.000000 Penalty: 4897.379883
	Iteration 88Q: 3 clusters Score -2792402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2792406.000000 Penalty: 4897.379883
	Iteration 89Q: 3 clusters Score -2792406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2792411.500000 Penalty: 4897.379883
	Iteration 90Q: 3 clusters Score -2792412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2792410.000000 Penalty: 4897.379883
	Iteration 91Q: 3 clusters Score -2792410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2792407.000000 Penalty: 4897.379883
	Iteration 92Q: 3 clusters Score -2792407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2792408.750000 Penalty: 4897.379883
	Iteration 93Q: 3 clusters Score -2792409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2792411.500000 Penalty: 4897.379883
	Iteration 94Q: 3 clusters Score -2792412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2792416.250000 Penalty: 4897.379883
	Iteration 95Q: 3 clusters Score -2792416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2792422.500000 Penalty: 4897.379883
	Iteration 96Q: 3 clusters Score -2792422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2792429.000000 Penalty: 4897.379883
	Iteration 97Q: 3 clusters Score -2792429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2792430.250000 Penalty: 4897.379883
	Iteration 98Q: 3 clusters Score -2792430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2792438.000000 Penalty: 4897.379883
	Iteration 99Q: 3 clusters Score -2792438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2792436.500000 Penalty: 4897.379883
	Iteration 100F: 3 clusters Score -2792436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2792443.500000 Penalty: 4897.379883
	Iteration 101Q: 3 clusters Score -2792444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2792438.750000 Penalty: 4897.379883
	Iteration 102Q: 3 clusters Score -2792439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2792450.750000 Penalty: 4897.379883
	Iteration 103Q: 3 clusters Score -2792451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2792454.000000 Penalty: 4897.379883
	Iteration 104Q: 3 clusters Score -2792454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2792462.750000 Penalty: 4897.379883
	Iteration 105Q: 3 clusters Score -2792463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2792469.000000 Penalty: 4897.379883
	Iteration 106Q: 3 clusters Score -2792469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2792468.500000 Penalty: 4897.379883
	Iteration 107Q: 3 clusters Score -2792468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2792474.000000 Penalty: 4897.379883
	Iteration 108Q: 3 clusters Score -2792474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2792469.250000 Penalty: 4897.379883
	Iteration 109Q: 3 clusters Score -2792469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2792466.750000 Penalty: 4897.379883
	Iteration 110Q: 3 clusters Score -2792467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2792473.000000 Penalty: 4897.379883
	Iteration 111Q: 3 clusters Score -2792473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2792477.750000 Penalty: 4897.379883
	Iteration 112Q: 3 clusters Score -2792478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2792478.250000 Penalty: 4897.379883
	Iteration 113Q: 3 clusters Score -2792478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2792476.750000 Penalty: 4897.379883
	Iteration 114Q: 3 clusters Score -2792477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2792479.000000 Penalty: 4897.379883
	Iteration 115Q: 3 clusters Score -2792479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2792481.000000 Penalty: 4897.379883
	Iteration 116Q: 3 clusters Score -2792481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2792482.250000 Penalty: 4897.379883
	Iteration 117Q: 3 clusters Score -2792482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2792482.250000 Penalty: 4897.379883
	Iteration 118Q: 3 clusters Score -2792482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2792482.500000 Penalty: 4897.379883
	Iteration 119Q: 3 clusters Score -2792482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2792482.000000 Penalty: 4897.379883
	Iteration 120F: 3 clusters Score -2792482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2792488.000000 Penalty: 4897.379883
	Iteration 121Q: 3 clusters Score -2792488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2792490.000000 Penalty: 4897.379883
	Iteration 122Q: 3 clusters Score -2792490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2792495.000000 Penalty: 4897.379883
	Iteration 123Q: 3 clusters Score -2792495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2792501.250000 Penalty: 4897.379883
	Iteration 124Q: 3 clusters Score -2792501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2792501.250000 Penalty: 4897.379883
	Iteration 125Q: 3 clusters Score -2792501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2792496.000000 Penalty: 4897.379883
	Iteration 126Q: 3 clusters Score -2792496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2792492.500000 Penalty: 4897.379883
	Iteration 127Q: 3 clusters Score -2792492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2792494.000000 Penalty: 4897.379883
	Iteration 128Q: 3 clusters Score -2792494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2792495.500000 Penalty: 4897.379883
	Iteration 129Q: 3 clusters Score -2792496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2792496.250000 Penalty: 4897.379883
	Iteration 130Q: 3 clusters Score -2792496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2792494.250000 Penalty: 4897.379883
	Iteration 131Q: 3 clusters Score -2792494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2792498.250000 Penalty: 4897.379883
	Iteration 132Q: 3 clusters Score -2792498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2792501.500000 Penalty: 4897.379883
	Iteration 133Q: 3 clusters Score -2792502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2792498.250000 Penalty: 4897.379883
	Iteration 134Q: 3 clusters Score -2792498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2792497.500000 Penalty: 4897.379883
	Iteration 135Q: 3 clusters Score -2792498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2792499.500000 Penalty: 4897.379883
	Iteration 136Q: 3 clusters Score -2792500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2792506.750000 Penalty: 4897.379883
	Iteration 137Q: 3 clusters Score -2792507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2792506.500000 Penalty: 4897.379883
	Iteration 138Q: 3 clusters Score -2792506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2792506.750000 Penalty: 4897.379883
	Iteration 139Q: 3 clusters Score -2792507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2792514.500000 Penalty: 4897.379883
	Iteration 140F: 3 clusters Score -2792514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2792513.000000 Penalty: 4897.379883
	Iteration 141Q: 3 clusters Score -2792513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2792514.750000 Penalty: 4897.379883
	Iteration 142Q: 3 clusters Score -2792515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2792512.750000 Penalty: 4897.379883
	Iteration 143Q: 3 clusters Score -2792513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2792514.500000 Penalty: 4897.379883
	Iteration 144Q: 3 clusters Score -2792514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2792510.750000 Penalty: 4897.379883
	Iteration 145Q: 3 clusters Score -2792511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2792510.750000 Penalty: 4897.379883
	Iteration 146Q: 3 clusters Score -2792511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2792513.750000 Penalty: 4897.379883
	Iteration 147Q: 3 clusters Score -2792514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2792510.500000 Penalty: 4897.379883
	Iteration 148Q: 3 clusters Score -2792510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2792515.250000 Penalty: 4897.379883
	Iteration 149Q: 3 clusters Score -2792515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2792512.000000 Penalty: 4897.379883
	Iteration 150Q: 3 clusters Score -2792512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2792514.250000 Penalty: 4897.379883
	Iteration 151Q: 3 clusters Score -2792514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2792512.750000 Penalty: 4897.379883
	Iteration 152Q: 3 clusters Score -2792513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2792513.250000 Penalty: 4897.379883
	Iteration 153Q: 3 clusters Score -2792513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2792509.250000 Penalty: 4897.379883
	Iteration 154Q: 3 clusters Score -2792509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2792513.000000 Penalty: 4897.379883
	Iteration 155Q: 3 clusters Score -2792513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2792516.500000 Penalty: 4897.379883
	Iteration 156Q: 3 clusters Score -2792516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2792516.500000 Penalty: 4897.379883
	Iteration 157F: 3 clusters Score -2792516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -284327.250000 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -284327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281819.343750 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -281819.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -282237.875000 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -282237.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282356.687500 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -282356.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282408.250000 Penalty: 3731.914795
	Iteration 3Q: 3 clusters Score -282408.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282436.250000 Penalty: 3731.914795
	Iteration 4Q: 3 clusters Score -282436.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282454.812500 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -282454.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282470.500000 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -282470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282482.875000 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -282482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282492.656250 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -282492.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282500.218750 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -282500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282504.187500 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -282504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282509.562500 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -282509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282515.593750 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -282515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282520.156250 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -282520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282524.500000 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -282524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282526.968750 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -282527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282531.031250 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -282531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -282532.406250 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -282532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282533.500000 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -282533.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282533.500000 Penalty: 3731.914795
	Iteration 19F: 3 clusters Score -282533.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -128165.421875 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -128165.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126289.406250 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -126289.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126640.453125 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -126640.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126889.070312 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -126889.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127045.937500 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -127045.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127163.351562 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -127163.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -127228.054688 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -127228.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127258.437500 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -127258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127286.351562 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -127286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127312.734375 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -127312.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127331.835938 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -127331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127359.921875 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -127359.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127375.687500 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -127375.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -127405.765625 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -127405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127442.101562 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -127442.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127489.218750 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -127489.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127522.960938 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -127523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -127546.718750 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -127546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -127570.164062 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -127570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127589.484375 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -127589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127594.882812 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -127594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127594.882812 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -127594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 392 members 
Entering Unmasked Estep 
Score: -104864.875000 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104864.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105163.328125 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105163.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105351.109375 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105351.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105521.570312 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105521.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105692.710938 Penalty: 3321.116211
	Iteration 4F: 3 clusters Score -105692.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105883.429688 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105883.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106158.804688 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -106158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -106260.953125 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -106261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106320.929688 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106320.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106362.218750 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106362.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106394.210938 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -106416.531250 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106458.000000 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106497.156250 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106543.609375 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106607.679688 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106607.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106703.656250 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106717.859375 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106727.523438 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106727.523438 Penalty: 3321.116211
	Iteration 19F: 3 clusters Score -106727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25789 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10642 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38297 members 
Mstep: Class 11 contains 163024 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 17 contains 108584 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8700 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36572 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15699 members 
Mstep: Class 30 contains 117678 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 325 members 
Entering Unmasked Estep 
Score: -104166328.000000 Penalty: 130140.156250
Splitting cluster 27 changes total score from -104167952.000000 to -104166328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -1271635.375000 Penalty: 2241.042725
	Iteration 0F: 2 clusters Score -1271635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1264996.500000 Penalty: 4482.085449
	Iteration 0F: 3 clusters Score -1264996 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1266829.625000 Penalty: 4482.085449
	Iteration 1F: 3 clusters Score -1266830 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1267085.250000 Penalty: 4482.085449
	Iteration 2F: 3 clusters Score -1267085 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1267242.500000 Penalty: 4482.085449
	Iteration 3Q: 3 clusters Score -1267242 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1267365.125000 Penalty: 4482.085449
	Iteration 4Q: 3 clusters Score -1267365 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1267454.750000 Penalty: 4482.085449
	Iteration 5Q: 3 clusters Score -1267455 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1267546.000000 Penalty: 4482.085449
	Iteration 6Q: 3 clusters Score -1267546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1267633.250000 Penalty: 4482.085449
	Iteration 7Q: 3 clusters Score -1267633 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1267732.125000 Penalty: 4482.085449
	Iteration 8Q: 3 clusters Score -1267732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1267839.375000 Penalty: 4482.085449
	Iteration 9Q: 3 clusters Score -1267839 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1267953.125000 Penalty: 4482.085449
	Iteration 10Q: 3 clusters Score -1267953 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1268068.375000 Penalty: 4482.085449
	Iteration 11Q: 3 clusters Score -1268068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1268209.750000 Penalty: 4482.085449
	Iteration 12Q: 3 clusters Score -1268210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1268365.000000 Penalty: 4482.085449
	Iteration 13Q: 3 clusters Score -1268365 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1268524.250000 Penalty: 4482.085449
	Iteration 14Q: 3 clusters Score -1268524 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1268708.750000 Penalty: 4482.085449
	Iteration 15Q: 3 clusters Score -1268709 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1268918.375000 Penalty: 4482.085449
	Iteration 16Q: 3 clusters Score -1268918 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1269132.625000 Penalty: 4482.085449
	Iteration 17Q: 3 clusters Score -1269133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1269311.000000 Penalty: 4482.085449
	Iteration 18Q: 3 clusters Score -1269311 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1269460.125000 Penalty: 4482.085449
	Iteration 19Q: 3 clusters Score -1269460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1269565.500000 Penalty: 4482.085449
	Iteration 20F: 3 clusters Score -1269566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1269654.625000 Penalty: 4482.085449
	Iteration 21Q: 3 clusters Score -1269655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1269710.375000 Penalty: 4482.085449
	Iteration 22Q: 3 clusters Score -1269710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1269751.500000 Penalty: 4482.085449
	Iteration 23Q: 3 clusters Score -1269752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1269781.125000 Penalty: 4482.085449
	Iteration 24Q: 3 clusters Score -1269781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1269802.625000 Penalty: 4482.085449
	Iteration 25Q: 3 clusters Score -1269803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1269815.750000 Penalty: 4482.085449
	Iteration 26Q: 3 clusters Score -1269816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1269829.250000 Penalty: 4482.085449
	Iteration 27Q: 3 clusters Score -1269829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1269843.625000 Penalty: 4482.085449
	Iteration 28Q: 3 clusters Score -1269844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1269851.625000 Penalty: 4482.085449
	Iteration 29Q: 3 clusters Score -1269852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1269856.000000 Penalty: 4482.085449
	Iteration 30Q: 3 clusters Score -1269856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1269858.875000 Penalty: 4482.085449
	Iteration 31Q: 3 clusters Score -1269859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1269865.250000 Penalty: 4482.085449
	Iteration 32Q: 3 clusters Score -1269865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1269869.625000 Penalty: 4482.085449
	Iteration 33Q: 3 clusters Score -1269870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1269869.625000 Penalty: 4482.085449
	Iteration 34F: 3 clusters Score -1269870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Entering Unmasked Estep 
Score: -2390729.750000 Penalty: 2396.015381
	Iteration 0F: 2 clusters Score -2390730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2379459.000000 Penalty: 4792.030762
	Iteration 0F: 3 clusters Score -2379459 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2383239.250000 Penalty: 4792.030762
	Iteration 1F: 3 clusters Score -2383239 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2383785.000000 Penalty: 4792.030762
	Iteration 2F: 3 clusters Score -2383785 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2384467.500000 Penalty: 4792.030762
	Iteration 3F: 3 clusters Score -2384468 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2385384.000000 Penalty: 4792.030762
	Iteration 4F: 3 clusters Score -2385384 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2386305.000000 Penalty: 4792.030762
	Iteration 5F: 3 clusters Score -2386305 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2387028.750000 Penalty: 4792.030762
	Iteration 6F: 3 clusters Score -2387029 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2387598.000000 Penalty: 4792.030762
	Iteration 7F: 3 clusters Score -2387598 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2388031.750000 Penalty: 4792.030762
	Iteration 8Q: 3 clusters Score -2388032 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2388315.250000 Penalty: 4792.030762
	Iteration 9Q: 3 clusters Score -2388315 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2388557.250000 Penalty: 4792.030762
	Iteration 10Q: 3 clusters Score -2388557 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2388781.000000 Penalty: 4792.030762
	Iteration 11Q: 3 clusters Score -2388781 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2388980.500000 Penalty: 4792.030762
	Iteration 12Q: 3 clusters Score -2388980 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2389194.750000 Penalty: 4792.030762
	Iteration 13Q: 3 clusters Score -2389195 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2389365.250000 Penalty: 4792.030762
	Iteration 14Q: 3 clusters Score -2389365 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2389511.750000 Penalty: 4792.030762
	Iteration 15Q: 3 clusters Score -2389512 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2389648.000000 Penalty: 4792.030762
	Iteration 16Q: 3 clusters Score -2389648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2389754.750000 Penalty: 4792.030762
	Iteration 17Q: 3 clusters Score -2389755 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2389825.000000 Penalty: 4792.030762
	Iteration 18Q: 3 clusters Score -2389825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2389879.000000 Penalty: 4792.030762
	Iteration 19Q: 3 clusters Score -2389879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2389916.500000 Penalty: 4792.030762
	Iteration 20F: 3 clusters Score -2389916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2389966.750000 Penalty: 4792.030762
	Iteration 21Q: 3 clusters Score -2389967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2390004.000000 Penalty: 4792.030762
	Iteration 22Q: 3 clusters Score -2390004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2390044.500000 Penalty: 4792.030762
	Iteration 23Q: 3 clusters Score -2390044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2390094.000000 Penalty: 4792.030762
	Iteration 24Q: 3 clusters Score -2390094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2390138.500000 Penalty: 4792.030762
	Iteration 25Q: 3 clusters Score -2390138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2390160.500000 Penalty: 4792.030762
	Iteration 26Q: 3 clusters Score -2390160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2390175.250000 Penalty: 4792.030762
	Iteration 27Q: 3 clusters Score -2390175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2390197.000000 Penalty: 4792.030762
	Iteration 28Q: 3 clusters Score -2390197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2390214.500000 Penalty: 4792.030762
	Iteration 29Q: 3 clusters Score -2390214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2390219.500000 Penalty: 4792.030762
	Iteration 30Q: 3 clusters Score -2390220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2390228.250000 Penalty: 4792.030762
	Iteration 31Q: 3 clusters Score -2390228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2390241.250000 Penalty: 4792.030762
	Iteration 32Q: 3 clusters Score -2390241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2390247.250000 Penalty: 4792.030762
	Iteration 33Q: 3 clusters Score -2390247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2390256.750000 Penalty: 4792.030762
	Iteration 34Q: 3 clusters Score -2390257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2390259.250000 Penalty: 4792.030762
	Iteration 35Q: 3 clusters Score -2390259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2390266.250000 Penalty: 4792.030762
	Iteration 36Q: 3 clusters Score -2390266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2390271.000000 Penalty: 4792.030762
	Iteration 37Q: 3 clusters Score -2390271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2390276.750000 Penalty: 4792.030762
	Iteration 38Q: 3 clusters Score -2390277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2390277.500000 Penalty: 4792.030762
	Iteration 39Q: 3 clusters Score -2390278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2390277.750000 Penalty: 4792.030762
	Iteration 40F: 3 clusters Score -2390278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2390274.250000 Penalty: 4792.030762
	Iteration 41Q: 3 clusters Score -2390274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2390272.500000 Penalty: 4792.030762
	Iteration 42Q: 3 clusters Score -2390272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2390272.500000 Penalty: 4792.030762
	Iteration 43F: 3 clusters Score -2390272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (117678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117678 members 
Entering Unmasked Estep 
Score: -18101022.000000 Penalty: 2895.575439
	Iteration 0F: 2 clusters Score -1.810102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -18027044.000000 Penalty: 5791.150879
	Iteration 0F: 3 clusters Score -1.802704e+07 nChanged 56079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -18061026.000000 Penalty: 5791.150879
	Iteration 1F: 3 clusters Score -1.806103e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -18063062.000000 Penalty: 5791.150879
	Iteration 2Q: 3 clusters Score -1.806306e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -18066268.000000 Penalty: 5791.150879
	Iteration 3F: 3 clusters Score -1.806627e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -18070732.000000 Penalty: 5791.150879
	Iteration 4F: 3 clusters Score -1.807073e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -18077086.000000 Penalty: 5791.150879
	Iteration 5F: 3 clusters Score -1.807709e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -18083822.000000 Penalty: 5791.150879
	Iteration 6F: 3 clusters Score -1.808382e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -18088880.000000 Penalty: 5791.150879
	Iteration 7F: 3 clusters Score -1.808888e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -18091450.000000 Penalty: 5791.150879
	Iteration 8Q: 3 clusters Score -1.809145e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -18092824.000000 Penalty: 5791.150879
	Iteration 9Q: 3 clusters Score -1.809282e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -18093674.000000 Penalty: 5791.150879
	Iteration 10Q: 3 clusters Score -1.809367e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -18094372.000000 Penalty: 5791.150879
	Iteration 11Q: 3 clusters Score -1.809437e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 85981 members 
Entering Unmasked Estep 
Score: -18095068.000000 Penalty: 5791.150879
	Iteration 12Q: 3 clusters Score -1.809507e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -18095658.000000 Penalty: 5791.150879
	Iteration 13Q: 3 clusters Score -1.809566e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -18096364.000000 Penalty: 5791.150879
	Iteration 14Q: 3 clusters Score -1.809636e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -18096940.000000 Penalty: 5791.150879
	Iteration 15Q: 3 clusters Score -1.809694e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -18097560.000000 Penalty: 5791.150879
	Iteration 16Q: 3 clusters Score -1.809756e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -18098162.000000 Penalty: 5791.150879
	Iteration 17Q: 3 clusters Score -1.809816e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -18098790.000000 Penalty: 5791.150879
	Iteration 18Q: 3 clusters Score -1.809879e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -18099356.000000 Penalty: 5791.150879
	Iteration 19Q: 3 clusters Score -1.809936e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -18100030.000000 Penalty: 5791.150879
	Iteration 20F: 3 clusters Score -1.810003e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 102943 members 
Entering Unmasked Estep 
Score: -18100300.000000 Penalty: 5791.150879
	Iteration 21Q: 3 clusters Score -1.81003e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -18100674.000000 Penalty: 5791.150879
	Iteration 22Q: 3 clusters Score -1.810067e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 106206 members 
Entering Unmasked Estep 
Score: -18100784.000000 Penalty: 5791.150879
	Iteration 23Q: 3 clusters Score -1.810078e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -18100856.000000 Penalty: 5791.150879
	Iteration 24Q: 3 clusters Score -1.810086e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -18100932.000000 Penalty: 5791.150879
	Iteration 25Q: 3 clusters Score -1.810093e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -18101006.000000 Penalty: 5791.150879
	Iteration 26Q: 3 clusters Score -1.810101e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -18100960.000000 Penalty: 5791.150879
	Iteration 27Q: 3 clusters Score -1.810096e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -18100932.000000 Penalty: 5791.150879
	Iteration 28Q: 3 clusters Score -1.810093e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -18100836.000000 Penalty: 5791.150879
	Iteration 29Q: 3 clusters Score -1.810084e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 113005 members 
Entering Unmasked Estep 
Score: -18100816.000000 Penalty: 5791.150879
	Iteration 30Q: 3 clusters Score -1.810082e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -18100766.000000 Penalty: 5791.150879
	Iteration 31Q: 3 clusters Score -1.810077e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -18100640.000000 Penalty: 5791.150879
	Iteration 32Q: 3 clusters Score -1.810064e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -18100560.000000 Penalty: 5791.150879
	Iteration 33Q: 3 clusters Score -1.810056e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -18100420.000000 Penalty: 5791.150879
	Iteration 34Q: 3 clusters Score -1.810042e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -18100396.000000 Penalty: 5791.150879
	Iteration 35Q: 3 clusters Score -1.81004e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 114902 members 
Entering Unmasked Estep 
Score: -18100280.000000 Penalty: 5791.150879
	Iteration 36Q: 3 clusters Score -1.810028e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -18100242.000000 Penalty: 5791.150879
	Iteration 37Q: 3 clusters Score -1.810024e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -18100180.000000 Penalty: 5791.150879
	Iteration 38Q: 3 clusters Score -1.810018e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -18100164.000000 Penalty: 5791.150879
	Iteration 39Q: 3 clusters Score -1.810016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -18100148.000000 Penalty: 5791.150879
	Iteration 40F: 3 clusters Score -1.810015e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 115468 members 
Entering Unmasked Estep 
Score: -18100118.000000 Penalty: 5791.150879
	Iteration 41Q: 3 clusters Score -1.810012e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -18100088.000000 Penalty: 5791.150879
	Iteration 42Q: 3 clusters Score -1.810009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 115594 members 
Entering Unmasked Estep 
Score: -18100088.000000 Penalty: 5791.150879
	Iteration 43Q: 3 clusters Score -1.810009e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -18100070.000000 Penalty: 5791.150879
	Iteration 44Q: 3 clusters Score -1.810007e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 115700 members 
Entering Unmasked Estep 
Score: -18100040.000000 Penalty: 5791.150879
	Iteration 45Q: 3 clusters Score -1.810004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -18100032.000000 Penalty: 5791.150879
	Iteration 46Q: 3 clusters Score -1.810003e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -18100024.000000 Penalty: 5791.150879
	Iteration 47Q: 3 clusters Score -1.810002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 115837 members 
Entering Unmasked Estep 
Score: -18100014.000000 Penalty: 5791.150879
	Iteration 48Q: 3 clusters Score -1.810001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -18100000.000000 Penalty: 5791.150879
	Iteration 49Q: 3 clusters Score -1.81e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 115896 members 
Entering Unmasked Estep 
Score: -18099970.000000 Penalty: 5791.150879
	Iteration 50Q: 3 clusters Score -1.809997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -18099972.000000 Penalty: 5791.150879
	Iteration 51Q: 3 clusters Score -1.809997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 115922 members 
Entering Unmasked Estep 
Score: -18099928.000000 Penalty: 5791.150879
	Iteration 52Q: 3 clusters Score -1.809993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -18099912.000000 Penalty: 5791.150879
	Iteration 53Q: 3 clusters Score -1.809991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 115951 members 
Entering Unmasked Estep 
Score: -18099900.000000 Penalty: 5791.150879
	Iteration 54Q: 3 clusters Score -1.80999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -18099878.000000 Penalty: 5791.150879
	Iteration 55Q: 3 clusters Score -1.809988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 115976 members 
Entering Unmasked Estep 
Score: -18099882.000000 Penalty: 5791.150879
	Iteration 56Q: 3 clusters Score -1.809988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -18099870.000000 Penalty: 5791.150879
	Iteration 57Q: 3 clusters Score -1.809987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 115990 members 
Entering Unmasked Estep 
Score: -18099868.000000 Penalty: 5791.150879
	Iteration 58Q: 3 clusters Score -1.809987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 115994 members 
Entering Unmasked Estep 
Score: -18099872.000000 Penalty: 5791.150879
	Iteration 59Q: 3 clusters Score -1.809987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -18099868.000000 Penalty: 5791.150879
	Iteration 60F: 3 clusters Score -1.809987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -18099866.000000 Penalty: 5791.150879
	Iteration 61Q: 3 clusters Score -1.809987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -18099872.000000 Penalty: 5791.150879
	Iteration 62Q: 3 clusters Score -1.809987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -18099878.000000 Penalty: 5791.150879
	Iteration 63Q: 3 clusters Score -1.809988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -18099864.000000 Penalty: 5791.150879
	Iteration 64Q: 3 clusters Score -1.809986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -18099870.000000 Penalty: 5791.150879
	Iteration 65Q: 3 clusters Score -1.809987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
Score: -18099872.000000 Penalty: 5791.150879
	Iteration 66Q: 3 clusters Score -1.809987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -18099874.000000 Penalty: 5791.150879
	Iteration 67Q: 3 clusters Score -1.809987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 116026 members 
Entering Unmasked Estep 
Score: -18099864.000000 Penalty: 5791.150879
	Iteration 68Q: 3 clusters Score -1.809986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -18099864.000000 Penalty: 5791.150879
	Iteration 69Q: 3 clusters Score -1.809986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -18099852.000000 Penalty: 5791.150879
	Iteration 70Q: 3 clusters Score -1.809985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -18099862.000000 Penalty: 5791.150879
	Iteration 71Q: 3 clusters Score -1.809986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -18099846.000000 Penalty: 5791.150879
	Iteration 72Q: 3 clusters Score -1.809985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -18099846.000000 Penalty: 5791.150879
	Iteration 73Q: 3 clusters Score -1.809985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -18099846.000000 Penalty: 5791.150879
	Iteration 74F: 3 clusters Score -1.809985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -323839.250000 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -323839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -320892.468750 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -320892.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321497.062500 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -321497.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -321683.281250 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -321683.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -321801.125000 Penalty: 3887.427002
	Iteration 3F: 3 clusters Score -321801.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -321921.093750 Penalty: 3887.427002
	Iteration 4Q: 3 clusters Score -321921.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -322048.156250 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -322048.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -322149.531250 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -322149.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -322274.500000 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -322274.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -322421.093750 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -322421.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322564.781250 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -322564.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -322709.187500 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -322709.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -322806.281250 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -322806.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -322858.406250 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -322858.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -322888.812500 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -322888.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -322912.218750 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -322912.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -322929.406250 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -322929.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -322947.125000 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -322947.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -322960.031250 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -322960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -322970.187500 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -322970.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -322986.531250 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -322986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323004.375000 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -323004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -323015.687500 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -323015.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323026.906250 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -323026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323033.718750 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -323033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323038.312500 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -323038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -323041.187500 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -323041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323042.812500 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -323042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -323042.812500 Penalty: 3887.427002
	Iteration 27F: 3 clusters Score -323042.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -297122.000000 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -297122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -294483.500000 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -294483.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295006.281250 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -295006.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -295223.125000 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -295223.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -295389.656250 Penalty: 3777.676514
	Iteration 3F: 3 clusters Score -295389.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295522.687500 Penalty: 3777.676514
	Iteration 4F: 3 clusters Score -295522.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -295608.937500 Penalty: 3777.676514
	Iteration 5Q: 3 clusters Score -295608.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -295679.281250 Penalty: 3777.676514
	Iteration 6Q: 3 clusters Score -295679.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -295730.281250 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -295730.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295770.656250 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -295770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295805.468750 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -295805.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -295835.687500 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -295835.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -295855.125000 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -295855.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -295884.750000 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -295884.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -295933.062500 Penalty: 3777.676514
	Iteration 13Q: 3 clusters Score -295933.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295974.500000 Penalty: 3777.676514
	Iteration 14Q: 3 clusters Score -295974.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -296007.875000 Penalty: 3777.676514
	Iteration 15Q: 3 clusters Score -296007.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -296042.250000 Penalty: 3777.676514
	Iteration 16Q: 3 clusters Score -296042.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296079.656250 Penalty: 3777.676514
	Iteration 17Q: 3 clusters Score -296079.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -296101.781250 Penalty: 3777.676514
	Iteration 18Q: 3 clusters Score -296101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296124.406250 Penalty: 3777.676514
	Iteration 19Q: 3 clusters Score -296124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -296136.875000 Penalty: 3777.676514
	Iteration 20F: 3 clusters Score -296136.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296148.812500 Penalty: 3777.676514
	Iteration 21Q: 3 clusters Score -296148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -296161.031250 Penalty: 3777.676514
	Iteration 22Q: 3 clusters Score -296161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296173.281250 Penalty: 3777.676514
	Iteration 23Q: 3 clusters Score -296173.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296189.218750 Penalty: 3777.676514
	Iteration 24Q: 3 clusters Score -296189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -296206.406250 Penalty: 3777.676514
	Iteration 25Q: 3 clusters Score -296206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -296220.000000 Penalty: 3777.676514
	Iteration 26Q: 3 clusters Score -296220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -296232.875000 Penalty: 3777.676514
	Iteration 27Q: 3 clusters Score -296232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296238.593750 Penalty: 3777.676514
	Iteration 28Q: 3 clusters Score -296238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -296241.468750 Penalty: 3777.676514
	Iteration 29Q: 3 clusters Score -296241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -296243.562500 Penalty: 3777.676514
	Iteration 30Q: 3 clusters Score -296243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296245.843750 Penalty: 3777.676514
	Iteration 31Q: 3 clusters Score -296245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -296248.843750 Penalty: 3777.676514
	Iteration 32Q: 3 clusters Score -296248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296252.218750 Penalty: 3777.676514
	Iteration 33Q: 3 clusters Score -296252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296256.468750 Penalty: 3777.676514
	Iteration 34Q: 3 clusters Score -296256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296263.500000 Penalty: 3777.676514
	Iteration 35Q: 3 clusters Score -296263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296266.468750 Penalty: 3777.676514
	Iteration 36Q: 3 clusters Score -296266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296266.812500 Penalty: 3777.676514
	Iteration 37Q: 3 clusters Score -296266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296267.500000 Penalty: 3777.676514
	Iteration 38Q: 3 clusters Score -296267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296267.500000 Penalty: 3777.676514
	Iteration 39F: 3 clusters Score -296267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -639444.750000 Penalty: 2088.547607
	Iteration 0F: 2 clusters Score -639444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -635231.062500 Penalty: 4177.095215
	Iteration 0F: 3 clusters Score -635231.1 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -636398.500000 Penalty: 4177.095215
	Iteration 1F: 3 clusters Score -636398.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -636755.937500 Penalty: 4177.095215
	Iteration 2F: 3 clusters Score -636755.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -636923.937500 Penalty: 4177.095215
	Iteration 3F: 3 clusters Score -636923.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -637040.437500 Penalty: 4177.095215
	Iteration 4Q: 3 clusters Score -637040.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -637131.937500 Penalty: 4177.095215
	Iteration 5Q: 3 clusters Score -637131.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -637204.875000 Penalty: 4177.095215
	Iteration 6Q: 3 clusters Score -637204.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -637255.812500 Penalty: 4177.095215
	Iteration 7Q: 3 clusters Score -637255.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -637289.000000 Penalty: 4177.095215
	Iteration 8Q: 3 clusters Score -637289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -637324.187500 Penalty: 4177.095215
	Iteration 9Q: 3 clusters Score -637324.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -637360.250000 Penalty: 4177.095215
	Iteration 10Q: 3 clusters Score -637360.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -637402.812500 Penalty: 4177.095215
	Iteration 11Q: 3 clusters Score -637402.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -637438.312500 Penalty: 4177.095215
	Iteration 12Q: 3 clusters Score -637438.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -637467.000000 Penalty: 4177.095215
	Iteration 13Q: 3 clusters Score -637467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -637486.562500 Penalty: 4177.095215
	Iteration 14Q: 3 clusters Score -637486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -637505.937500 Penalty: 4177.095215
	Iteration 15Q: 3 clusters Score -637505.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -637534.187500 Penalty: 4177.095215
	Iteration 16Q: 3 clusters Score -637534.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -637561.687500 Penalty: 4177.095215
	Iteration 17Q: 3 clusters Score -637561.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -637583.687500 Penalty: 4177.095215
	Iteration 18Q: 3 clusters Score -637583.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -637613.500000 Penalty: 4177.095215
	Iteration 19Q: 3 clusters Score -637613.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -637632.562500 Penalty: 4177.095215
	Iteration 20F: 3 clusters Score -637632.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -637653.187500 Penalty: 4177.095215
	Iteration 21Q: 3 clusters Score -637653.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -637671.500000 Penalty: 4177.095215
	Iteration 22Q: 3 clusters Score -637671.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -637685.062500 Penalty: 4177.095215
	Iteration 23Q: 3 clusters Score -637685.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -637699.500000 Penalty: 4177.095215
	Iteration 24Q: 3 clusters Score -637699.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -637709.812500 Penalty: 4177.095215
	Iteration 25Q: 3 clusters Score -637709.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -637719.625000 Penalty: 4177.095215
	Iteration 26Q: 3 clusters Score -637719.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -637729.375000 Penalty: 4177.095215
	Iteration 27Q: 3 clusters Score -637729.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -637737.812500 Penalty: 4177.095215
	Iteration 28Q: 3 clusters Score -637737.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -637745.125000 Penalty: 4177.095215
	Iteration 29Q: 3 clusters Score -637745.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -637750.500000 Penalty: 4177.095215
	Iteration 30Q: 3 clusters Score -637750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -637757.250000 Penalty: 4177.095215
	Iteration 31Q: 3 clusters Score -637757.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -637765.625000 Penalty: 4177.095215
	Iteration 32Q: 3 clusters Score -637765.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -637771.375000 Penalty: 4177.095215
	Iteration 33Q: 3 clusters Score -637771.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -637778.000000 Penalty: 4177.095215
	Iteration 34Q: 3 clusters Score -637778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -637785.500000 Penalty: 4177.095215
	Iteration 35Q: 3 clusters Score -637785.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -637794.187500 Penalty: 4177.095215
	Iteration 36Q: 3 clusters Score -637794.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -637803.562500 Penalty: 4177.095215
	Iteration 37Q: 3 clusters Score -637803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -637809.312500 Penalty: 4177.095215
	Iteration 38Q: 3 clusters Score -637809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -637816.812500 Penalty: 4177.095215
	Iteration 39Q: 3 clusters Score -637816.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -637823.437500 Penalty: 4177.095215
	Iteration 40F: 3 clusters Score -637823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -637826.437500 Penalty: 4177.095215
	Iteration 41Q: 3 clusters Score -637826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -637833.625000 Penalty: 4177.095215
	Iteration 42Q: 3 clusters Score -637833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -637837.812500 Penalty: 4177.095215
	Iteration 43Q: 3 clusters Score -637837.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -637843.062500 Penalty: 4177.095215
	Iteration 44Q: 3 clusters Score -637843.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -637847.937500 Penalty: 4177.095215
	Iteration 45Q: 3 clusters Score -637847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -637850.625000 Penalty: 4177.095215
	Iteration 46Q: 3 clusters Score -637850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -637855.562500 Penalty: 4177.095215
	Iteration 47Q: 3 clusters Score -637855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -637858.812500 Penalty: 4177.095215
	Iteration 48Q: 3 clusters Score -637858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -637865.812500 Penalty: 4177.095215
	Iteration 49Q: 3 clusters Score -637865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -637874.625000 Penalty: 4177.095215
	Iteration 50Q: 3 clusters Score -637874.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -637880.625000 Penalty: 4177.095215
	Iteration 51Q: 3 clusters Score -637880.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -637886.062500 Penalty: 4177.095215
	Iteration 52Q: 3 clusters Score -637886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -637889.250000 Penalty: 4177.095215
	Iteration 53Q: 3 clusters Score -637889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -637890.562500 Penalty: 4177.095215
	Iteration 54Q: 3 clusters Score -637890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -637893.000000 Penalty: 4177.095215
	Iteration 55Q: 3 clusters Score -637893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -637892.562500 Penalty: 4177.095215
	Iteration 56Q: 3 clusters Score -637892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -637893.187500 Penalty: 4177.095215
	Iteration 57Q: 3 clusters Score -637893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -637894.312500 Penalty: 4177.095215
	Iteration 58Q: 3 clusters Score -637894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -637894.937500 Penalty: 4177.095215
	Iteration 59Q: 3 clusters Score -637894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -637894.625000 Penalty: 4177.095215
	Iteration 60F: 3 clusters Score -637894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -20881.173828 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -20881.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19922.496094 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19922.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20126.146484 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -20126.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20262.853516 Penalty: 2572.943359
	Iteration 2F: 3 clusters Score -20262.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20362.619141 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -20362.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20450.882812 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -20450.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20481.375000 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -20481.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20520.550781 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -20520.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20562.289062 Penalty: 2572.943359
	Iteration 7Q: 3 clusters Score -20562.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20569.402344 Penalty: 2572.943359
	Iteration 8Q: 3 clusters Score -20569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20569.402344 Penalty: 2572.943359
	Iteration 9F: 3 clusters Score -20569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66410.757812 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66410.76 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66631.640625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66631.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66750.125000 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66750.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66833.031250 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -66833.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66864.609375 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -66864.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66880.304688 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -66880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66904.625000 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -66904.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66950.960938 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -66950.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66985.046875 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -66985.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67027.500000 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67106.890625 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67106.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67156.445312 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -67156.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67170.679688 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -67170.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67177.820312 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -67177.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67204.164062 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -67204.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67220.820312 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -67220.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67247.976562 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -67247.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67251.460938 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -67251.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67251.460938 Penalty: 3099.029297
	Iteration 18F: 3 clusters Score -67251.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8280.250000 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8280.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8297.804688 Penalty: 2269.056641
	Iteration 1Q: 3 clusters Score -8297.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8297.804688 Penalty: 2269.056641
	Iteration 2F: 3 clusters Score -8297.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58890.726562 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58890.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59017.222656 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59017.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59056.640625 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59056.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59078.136719 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59078.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59102.785156 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59102.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59113.589844 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59113.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59117.003906 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59117.003906 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -59117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -93569.781250 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -93569.78 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 431 members 
Entering Unmasked Estep 
Score: -91886.507812 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -91886.51 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92221.687500 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -92221.69 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92454.132812 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -92454.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92755.640625 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -92755.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92895.882812 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -92895.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92998.890625 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -92998.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93055.171875 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -93055.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93109.640625 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -93109.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93171.921875 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -93171.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93201.765625 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -93201.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93229.054688 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -93229.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93265.257812 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -93265.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93288.500000 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -93288.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93308.031250 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -93308.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93315.406250 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -93315.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93316.906250 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -93316.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93319.234375 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -93319.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93319.234375 Penalty: 3323.562744
	Iteration 17F: 3 clusters Score -93319.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25789 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10642 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 2811 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38297 members 
Mstep: Class 11 contains 163024 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40872 members 
Mstep: Class 17 contains 108584 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8700 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36572 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15699 members 
Mstep: Class 30 contains 117678 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167800.000000 Penalty: 126803.226562
Iteration 239Q: 39 clusters Score -1.041678e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25781 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10640 members 
Mstep: Class 7 contains 15686 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38301 members 
Mstep: Class 11 contains 163013 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40870 members 
Mstep: Class 17 contains 108571 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8696 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36570 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15693 members 
Mstep: Class 30 contains 117731 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167816.000000 Penalty: 126803.226562
Iteration 240F: 39 clusters Score -1.041678e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25775 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38306 members 
Mstep: Class 11 contains 163002 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 108573 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8694 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15697 members 
Mstep: Class 30 contains 117771 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2031 members 
Mstep: Class 33 contains 4544 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167696.000000 Penalty: 126803.226562
Iteration 241Q: 39 clusters Score -1.041677e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25761 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 15658 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38307 members 
Mstep: Class 11 contains 162989 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40867 members 
Mstep: Class 17 contains 108583 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8689 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15697 members 
Mstep: Class 30 contains 117803 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2030 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167624.000000 Penalty: 126803.226562
Iteration 242Q: 39 clusters Score -1.041676e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25752 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 15653 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 163009 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40863 members 
Mstep: Class 17 contains 108554 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36565 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15700 members 
Mstep: Class 30 contains 117829 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2029 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167712.000000 Penalty: 126803.226562
Iteration 243Q: 39 clusters Score -1.041677e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25746 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 15640 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 162971 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40860 members 
Mstep: Class 17 contains 108584 members 
Mstep: Class 18 contains 3098 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8683 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15707 members 
Mstep: Class 30 contains 117854 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4546 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167712.000000 Penalty: 126803.226562
Iteration 244Q: 39 clusters Score -1.041677e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25740 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10638 members 
Mstep: Class 7 contains 15626 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38297 members 
Mstep: Class 11 contains 162935 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40860 members 
Mstep: Class 17 contains 108630 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36568 members 
Mstep: Class 24 contains 19419 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15706 members 
Mstep: Class 30 contains 117866 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167520.000000 Penalty: 126803.226562
Iteration 245Q: 39 clusters Score -1.041675e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25738 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38290 members 
Mstep: Class 11 contains 162919 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40860 members 
Mstep: Class 17 contains 108644 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8677 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36571 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15704 members 
Mstep: Class 30 contains 117895 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4547 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167448.000000 Penalty: 126803.226562
Iteration 246Q: 39 clusters Score -1.041674e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25734 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 15605 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 162904 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 17 contains 108665 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36576 members 
Mstep: Class 24 contains 19416 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15705 members 
Mstep: Class 30 contains 117903 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167392.000000 Penalty: 126803.226562
Iteration 247Q: 39 clusters Score -1.041674e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25732 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10648 members 
Mstep: Class 7 contains 15592 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 162878 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40860 members 
Mstep: Class 17 contains 108716 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8663 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36574 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15704 members 
Mstep: Class 30 contains 117902 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2028 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167376.000000 Penalty: 126803.226562
Iteration 248Q: 39 clusters Score -1.041674e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25727 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 15584 members 
Mstep: Class 8 contains 2814 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38288 members 
Mstep: Class 11 contains 162865 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 108724 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36575 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15705 members 
Mstep: Class 30 contains 117914 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2027 members 
Mstep: Class 33 contains 4548 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167280.000000 Penalty: 126803.226562
Iteration 249Q: 39 clusters Score -1.041673e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25723 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 15570 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38287 members 
Mstep: Class 11 contains 162895 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40861 members 
Mstep: Class 17 contains 108701 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36573 members 
Mstep: Class 24 contains 19412 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15704 members 
Mstep: Class 30 contains 117929 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2025 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167216.000000 Penalty: 126803.226562
Iteration 250Q: 39 clusters Score -1.041672e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25718 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 2817 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38295 members 
Mstep: Class 11 contains 162907 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40856 members 
Mstep: Class 17 contains 108701 members 
Mstep: Class 18 contains 3107 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36571 members 
Mstep: Class 24 contains 19411 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15708 members 
Mstep: Class 30 contains 117931 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2024 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167096.000000 Penalty: 126803.226562
Iteration 251Q: 39 clusters Score -1.041671e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25715 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 15549 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 162928 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40855 members 
Mstep: Class 17 contains 108732 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36572 members 
Mstep: Class 24 contains 19410 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15706 members 
Mstep: Class 30 contains 117904 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167112.000000 Penalty: 126803.226562
Iteration 252Q: 39 clusters Score -1.041671e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25712 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10655 members 
Mstep: Class 7 contains 15550 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 162914 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40855 members 
Mstep: Class 17 contains 108748 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36571 members 
Mstep: Class 24 contains 19410 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15705 members 
Mstep: Class 30 contains 117912 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167000.000000 Penalty: 126803.226562
Iteration 253Q: 39 clusters Score -1.04167e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25701 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 15540 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 162929 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4810 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 108734 members 
Mstep: Class 18 contains 3108 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36574 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15704 members 
Mstep: Class 30 contains 117929 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2022 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167016.000000 Penalty: 126803.226562
Iteration 254Q: 39 clusters Score -1.04167e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25687 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38290 members 
Mstep: Class 11 contains 162961 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40850 members 
Mstep: Class 17 contains 108729 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36575 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15702 members 
Mstep: Class 30 contains 117934 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167104.000000 Penalty: 126803.226562
Iteration 255Q: 39 clusters Score -1.041671e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25678 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10654 members 
Mstep: Class 7 contains 15516 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38294 members 
Mstep: Class 11 contains 162988 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40847 members 
Mstep: Class 17 contains 108737 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36574 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15701 members 
Mstep: Class 30 contains 117927 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166960.000000 Penalty: 126803.226562
Iteration 256Q: 39 clusters Score -1.04167e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25669 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10656 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38300 members 
Mstep: Class 11 contains 163012 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40843 members 
Mstep: Class 17 contains 108749 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36568 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15707 members 
Mstep: Class 30 contains 117914 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166808.000000 Penalty: 126803.226562
Iteration 257Q: 39 clusters Score -1.041668e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25665 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10658 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 163028 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4817 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 108774 members 
Mstep: Class 18 contains 3110 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8618 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36563 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15710 members 
Mstep: Class 30 contains 117894 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4549 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166816.000000 Penalty: 126803.226562
Iteration 258Q: 39 clusters Score -1.041668e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25663 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 15490 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38300 members 
Mstep: Class 11 contains 163027 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40836 members 
Mstep: Class 17 contains 108796 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 3298 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36557 members 
Mstep: Class 24 contains 19423 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15714 members 
Mstep: Class 30 contains 117889 members 
Mstep: Class 31 contains 2535 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4550 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166808.000000 Penalty: 126803.226562
Iteration 259Q: 39 clusters Score -1.041668e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25656 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 15489 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38302 members 
Mstep: Class 11 contains 163000 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4821 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 17 contains 108803 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 3299 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36557 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 117917 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166736.000000 Penalty: 126803.226562
Iteration 260F: 39 clusters Score -1.041667e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25647 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 162992 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40829 members 
Mstep: Class 17 contains 108825 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 3300 members 
Mstep: Class 20 contains 8613 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36557 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 117917 members 
Mstep: Class 31 contains 2533 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166776.000000 Penalty: 126803.226562
Iteration 261Q: 39 clusters Score -1.041668e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25639 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10665 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 38308 members 
Mstep: Class 11 contains 162975 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40822 members 
Mstep: Class 17 contains 108860 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 3303 members 
Mstep: Class 20 contains 8611 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36554 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15718 members 
Mstep: Class 30 contains 117910 members 
Mstep: Class 31 contains 2530 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166808.000000 Penalty: 126803.226562
Iteration 262Q: 39 clusters Score -1.041668e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 15476 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38309 members 
Mstep: Class 11 contains 162984 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 108898 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 20 contains 8608 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36551 members 
Mstep: Class 24 contains 19432 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15716 members 
Mstep: Class 30 contains 117875 members 
Mstep: Class 31 contains 2524 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166912.000000 Penalty: 126803.226562
Iteration 263Q: 39 clusters Score -1.041669e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25632 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 15474 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 163001 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40816 members 
Mstep: Class 17 contains 108923 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36550 members 
Mstep: Class 24 contains 19437 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15717 members 
Mstep: Class 30 contains 117849 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166832.000000 Penalty: 126803.226562
Iteration 264Q: 39 clusters Score -1.041668e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25627 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10676 members 
Mstep: Class 7 contains 15472 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38300 members 
Mstep: Class 11 contains 163017 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4815 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40810 members 
Mstep: Class 17 contains 108915 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8597 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36548 members 
Mstep: Class 24 contains 19442 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15723 members 
Mstep: Class 30 contains 117854 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166904.000000 Penalty: 126803.226562
Iteration 265Q: 39 clusters Score -1.041669e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25624 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 15458 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38302 members 
Mstep: Class 11 contains 163025 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40806 members 
Mstep: Class 17 contains 108936 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8595 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36547 members 
Mstep: Class 24 contains 19444 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15725 members 
Mstep: Class 30 contains 117844 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166952.000000 Penalty: 126803.226562
Iteration 266Q: 39 clusters Score -1.04167e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25626 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10680 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 163038 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4813 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 108922 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36546 members 
Mstep: Class 24 contains 19443 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15732 members 
Mstep: Class 30 contains 117851 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166944.000000 Penalty: 126803.226562
Iteration 267Q: 39 clusters Score -1.041669e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25621 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38283 members 
Mstep: Class 11 contains 163054 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40801 members 
Mstep: Class 17 contains 108926 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36545 members 
Mstep: Class 24 contains 19451 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15735 members 
Mstep: Class 30 contains 117853 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166968.000000 Penalty: 126803.226562
Iteration 268Q: 39 clusters Score -1.04167e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25620 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 11 contains 163074 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40798 members 
Mstep: Class 17 contains 108921 members 
Mstep: Class 18 contains 3121 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8570 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36544 members 
Mstep: Class 24 contains 19449 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15741 members 
Mstep: Class 30 contains 117869 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4553 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167040.000000 Penalty: 126803.226562
Iteration 269Q: 39 clusters Score -1.04167e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25618 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10681 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 163084 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4809 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40798 members 
Mstep: Class 17 contains 108904 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8559 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36540 members 
Mstep: Class 24 contains 19451 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15746 members 
Mstep: Class 30 contains 117885 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166968.000000 Penalty: 126803.226562
Iteration 270Q: 39 clusters Score -1.04167e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 15433 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38280 members 
Mstep: Class 11 contains 163092 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40797 members 
Mstep: Class 17 contains 108940 members 
Mstep: Class 18 contains 3122 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8547 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36536 members 
Mstep: Class 24 contains 19452 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15747 members 
Mstep: Class 30 contains 117870 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2021 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167024.000000 Penalty: 126803.226562
Iteration 271Q: 39 clusters Score -1.04167e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25605 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 15426 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 163118 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40798 members 
Mstep: Class 17 contains 108967 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8538 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 19454 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15744 members 
Mstep: Class 30 contains 117846 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4553 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167064.000000 Penalty: 126803.226562
Iteration 272Q: 39 clusters Score -1.041671e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25593 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10689 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 163136 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40799 members 
Mstep: Class 17 contains 108984 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36534 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15742 members 
Mstep: Class 30 contains 117831 members 
Mstep: Class 31 contains 2521 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104166992.000000 Penalty: 126803.226562
Iteration 273Q: 39 clusters Score -1.04167e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25582 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10692 members 
Mstep: Class 7 contains 15421 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38273 members 
Mstep: Class 11 contains 163140 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40798 members 
Mstep: Class 17 contains 108987 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36533 members 
Mstep: Class 24 contains 19457 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15745 members 
Mstep: Class 30 contains 117840 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167024.000000 Penalty: 126803.226562
Iteration 274Q: 39 clusters Score -1.04167e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25574 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 15423 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 163143 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 108986 members 
Mstep: Class 18 contains 3125 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8508 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36529 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15746 members 
Mstep: Class 30 contains 117858 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4551 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167056.000000 Penalty: 126803.226562
Iteration 275Q: 39 clusters Score -1.041671e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25566 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 15416 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38263 members 
Mstep: Class 11 contains 163156 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 108991 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8500 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36529 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15749 members 
Mstep: Class 30 contains 117861 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167088.000000 Penalty: 126803.226562
Iteration 276Q: 39 clusters Score -1.041671e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25559 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10695 members 
Mstep: Class 7 contains 15413 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38266 members 
Mstep: Class 11 contains 163169 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 109005 members 
Mstep: Class 18 contains 3132 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1855 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15751 members 
Mstep: Class 30 contains 117848 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167088.000000 Penalty: 126803.226562
Iteration 277Q: 39 clusters Score -1.041671e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25556 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 15411 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38264 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4806 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 109008 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8487 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36519 members 
Mstep: Class 24 contains 19459 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15753 members 
Mstep: Class 30 contains 117855 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2019 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167072.000000 Penalty: 126803.226562
Iteration 278Q: 39 clusters Score -1.041671e+08 nChanged 470
Entering ConstructFrom: 
Score: -104167072.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (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: -2335006.250000 Penalty: 2392.354980
	Iteration 0F: 2 clusters Score -2335006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2323822.750000 Penalty: 4784.709961
	Iteration 0F: 3 clusters Score -2323823 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2327475.750000 Penalty: 4784.709961
	Iteration 1F: 3 clusters Score -2327476 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 4784.709961
	Iteration 2F: 3 clusters Score -2327944 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2328549.250000 Penalty: 4784.709961
	Iteration 3F: 3 clusters Score -2328549 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2329202.000000 Penalty: 4784.709961
	Iteration 4F: 3 clusters Score -2329202 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2329672.500000 Penalty: 4784.709961
	Iteration 5F: 3 clusters Score -2329672 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2330002.500000 Penalty: 4784.709961
	Iteration 6Q: 3 clusters Score -2330002 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2330298.000000 Penalty: 4784.709961
	Iteration 7Q: 3 clusters Score -2330298 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2330535.500000 Penalty: 4784.709961
	Iteration 8Q: 3 clusters Score -2330536 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2330748.000000 Penalty: 4784.709961
	Iteration 9Q: 3 clusters Score -2330748 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2330941.500000 Penalty: 4784.709961
	Iteration 10Q: 3 clusters Score -2330942 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2331086.750000 Penalty: 4784.709961
	Iteration 11Q: 3 clusters Score -2331087 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2331234.000000 Penalty: 4784.709961
	Iteration 12Q: 3 clusters Score -2331234 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2331390.500000 Penalty: 4784.709961
	Iteration 13Q: 3 clusters Score -2331390 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2331537.250000 Penalty: 4784.709961
	Iteration 14Q: 3 clusters Score -2331537 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2331695.750000 Penalty: 4784.709961
	Iteration 15Q: 3 clusters Score -2331696 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2331882.250000 Penalty: 4784.709961
	Iteration 16Q: 3 clusters Score -2331882 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2332048.250000 Penalty: 4784.709961
	Iteration 17Q: 3 clusters Score -2332048 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2332196.250000 Penalty: 4784.709961
	Iteration 18Q: 3 clusters Score -2332196 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2332334.750000 Penalty: 4784.709961
	Iteration 19Q: 3 clusters Score -2332335 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2332451.250000 Penalty: 4784.709961
	Iteration 20F: 3 clusters Score -2332451 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2332562.500000 Penalty: 4784.709961
	Iteration 21Q: 3 clusters Score -2332562 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2332641.500000 Penalty: 4784.709961
	Iteration 22Q: 3 clusters Score -2332642 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2332697.250000 Penalty: 4784.709961
	Iteration 23Q: 3 clusters Score -2332697 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2332747.500000 Penalty: 4784.709961
	Iteration 24Q: 3 clusters Score -2332748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2332794.750000 Penalty: 4784.709961
	Iteration 25Q: 3 clusters Score -2332795 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2332825.000000 Penalty: 4784.709961
	Iteration 26Q: 3 clusters Score -2332825 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2332852.750000 Penalty: 4784.709961
	Iteration 27Q: 3 clusters Score -2332853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2332883.750000 Penalty: 4784.709961
	Iteration 28Q: 3 clusters Score -2332884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2332897.000000 Penalty: 4784.709961
	Iteration 29Q: 3 clusters Score -2332897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2332921.750000 Penalty: 4784.709961
	Iteration 30Q: 3 clusters Score -2332922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2332930.250000 Penalty: 4784.709961
	Iteration 31Q: 3 clusters Score -2332930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2332943.000000 Penalty: 4784.709961
	Iteration 32Q: 3 clusters Score -2332943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2332946.750000 Penalty: 4784.709961
	Iteration 33Q: 3 clusters Score -2332947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2332961.750000 Penalty: 4784.709961
	Iteration 34Q: 3 clusters Score -2332962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2332970.500000 Penalty: 4784.709961
	Iteration 35Q: 3 clusters Score -2332970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2332973.500000 Penalty: 4784.709961
	Iteration 36Q: 3 clusters Score -2332974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2332980.250000 Penalty: 4784.709961
	Iteration 37Q: 3 clusters Score -2332980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2332989.750000 Penalty: 4784.709961
	Iteration 38Q: 3 clusters Score -2332990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2332997.000000 Penalty: 4784.709961
	Iteration 39Q: 3 clusters Score -2332997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2332985.500000 Penalty: 4784.709961
	Iteration 40F: 3 clusters Score -2332986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2332993.750000 Penalty: 4784.709961
	Iteration 41Q: 3 clusters Score -2332994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2332994.750000 Penalty: 4784.709961
	Iteration 42Q: 3 clusters Score -2332995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2333002.000000 Penalty: 4784.709961
	Iteration 43Q: 3 clusters Score -2333002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2333001.750000 Penalty: 4784.709961
	Iteration 44Q: 3 clusters Score -2333002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2332999.500000 Penalty: 4784.709961
	Iteration 45Q: 3 clusters Score -2333000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2333007.000000 Penalty: 4784.709961
	Iteration 46Q: 3 clusters Score -2333007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2333008.500000 Penalty: 4784.709961
	Iteration 47Q: 3 clusters Score -2333008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2333010.250000 Penalty: 4784.709961
	Iteration 48Q: 3 clusters Score -2333010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2333009.250000 Penalty: 4784.709961
	Iteration 49Q: 3 clusters Score -2333009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2333010.000000 Penalty: 4784.709961
	Iteration 50Q: 3 clusters Score -2333010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2333010.750000 Penalty: 4784.709961
	Iteration 51Q: 3 clusters Score -2333011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2333014.250000 Penalty: 4784.709961
	Iteration 52Q: 3 clusters Score -2333014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2333021.500000 Penalty: 4784.709961
	Iteration 53Q: 3 clusters Score -2333022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2333020.250000 Penalty: 4784.709961
	Iteration 54Q: 3 clusters Score -2333020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2333019.000000 Penalty: 4784.709961
	Iteration 55Q: 3 clusters Score -2333019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2333019.750000 Penalty: 4784.709961
	Iteration 56Q: 3 clusters Score -2333020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2333017.000000 Penalty: 4784.709961
	Iteration 57Q: 3 clusters Score -2333017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2333021.250000 Penalty: 4784.709961
	Iteration 58Q: 3 clusters Score -2333021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2333021.250000 Penalty: 4784.709961
	Iteration 59Q: 3 clusters Score -2333021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2333019.750000 Penalty: 4784.709961
	Iteration 60F: 3 clusters Score -2333020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2333016.250000 Penalty: 4784.709961
	Iteration 61Q: 3 clusters Score -2333016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2333018.250000 Penalty: 4784.709961
	Iteration 62Q: 3 clusters Score -2333018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2333018.250000 Penalty: 4784.709961
	Iteration 63Q: 3 clusters Score -2333018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2333021.500000 Penalty: 4784.709961
	Iteration 64Q: 3 clusters Score -2333022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2333027.750000 Penalty: 4784.709961
	Iteration 65Q: 3 clusters Score -2333028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2333028.000000 Penalty: 4784.709961
	Iteration 66Q: 3 clusters Score -2333028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2333031.000000 Penalty: 4784.709961
	Iteration 67Q: 3 clusters Score -2333031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2333022.250000 Penalty: 4784.709961
	Iteration 68Q: 3 clusters Score -2333022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2333025.750000 Penalty: 4784.709961
	Iteration 69Q: 3 clusters Score -2333026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2333023.250000 Penalty: 4784.709961
	Iteration 70Q: 3 clusters Score -2333023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2333026.500000 Penalty: 4784.709961
	Iteration 71Q: 3 clusters Score -2333026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2333025.500000 Penalty: 4784.709961
	Iteration 72Q: 3 clusters Score -2333026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2333027.000000 Penalty: 4784.709961
	Iteration 73Q: 3 clusters Score -2333027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2333028.500000 Penalty: 4784.709961
	Iteration 74Q: 3 clusters Score -2333028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2333030.000000 Penalty: 4784.709961
	Iteration 75Q: 3 clusters Score -2333030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2333031.250000 Penalty: 4784.709961
	Iteration 76Q: 3 clusters Score -2333031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2333038.000000 Penalty: 4784.709961
	Iteration 77Q: 3 clusters Score -2333038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2333037.500000 Penalty: 4784.709961
	Iteration 78Q: 3 clusters Score -2333038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2333039.000000 Penalty: 4784.709961
	Iteration 79Q: 3 clusters Score -2333039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2333039.250000 Penalty: 4784.709961
	Iteration 80F: 3 clusters Score -2333039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2333037.750000 Penalty: 4784.709961
	Iteration 81Q: 3 clusters Score -2333038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2333037.500000 Penalty: 4784.709961
	Iteration 82Q: 3 clusters Score -2333038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2333034.500000 Penalty: 4784.709961
	Iteration 83Q: 3 clusters Score -2333034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2333044.250000 Penalty: 4784.709961
	Iteration 84Q: 3 clusters Score -2333044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2333047.750000 Penalty: 4784.709961
	Iteration 85Q: 3 clusters Score -2333048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2333041.750000 Penalty: 4784.709961
	Iteration 86Q: 3 clusters Score -2333042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2333044.750000 Penalty: 4784.709961
	Iteration 87Q: 3 clusters Score -2333045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2333044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2333045.250000 Penalty: 4784.709961
	Iteration 89Q: 3 clusters Score -2333045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2333045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2333048.750000 Penalty: 4784.709961
	Iteration 91Q: 3 clusters Score -2333049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2333049.750000 Penalty: 4784.709961
	Iteration 92Q: 3 clusters Score -2333050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2333052.000000 Penalty: 4784.709961
	Iteration 93Q: 3 clusters Score -2333052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2333056.250000 Penalty: 4784.709961
	Iteration 94Q: 3 clusters Score -2333056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2333059.000000 Penalty: 4784.709961
	Iteration 95Q: 3 clusters Score -2333059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2333064.000000 Penalty: 4784.709961
	Iteration 96Q: 3 clusters Score -2333064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2333065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2333068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2333067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2333077.250000 Penalty: 4784.709961
	Iteration 100F: 3 clusters Score -2333077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2333080.500000 Penalty: 4784.709961
	Iteration 101Q: 3 clusters Score -2333080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2333079.250000 Penalty: 4784.709961
	Iteration 102Q: 3 clusters Score -2333079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2333094.750000 Penalty: 4784.709961
	Iteration 103Q: 3 clusters Score -2333095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2333100.250000 Penalty: 4784.709961
	Iteration 104Q: 3 clusters Score -2333100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2333101.500000 Penalty: 4784.709961
	Iteration 105Q: 3 clusters Score -2333102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2333108.000000 Penalty: 4784.709961
	Iteration 106Q: 3 clusters Score -2333108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2333113.000000 Penalty: 4784.709961
	Iteration 107Q: 3 clusters Score -2333113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2333114.250000 Penalty: 4784.709961
	Iteration 108Q: 3 clusters Score -2333114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2333119.000000 Penalty: 4784.709961
	Iteration 109Q: 3 clusters Score -2333119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2333128.000000 Penalty: 4784.709961
	Iteration 110Q: 3 clusters Score -2333128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2333129.750000 Penalty: 4784.709961
	Iteration 111Q: 3 clusters Score -2333130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2333131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2333132.500000 Penalty: 4784.709961
	Iteration 113Q: 3 clusters Score -2333132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2333137.250000 Penalty: 4784.709961
	Iteration 114Q: 3 clusters Score -2333137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2333142.000000 Penalty: 4784.709961
	Iteration 115Q: 3 clusters Score -2333142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2333159.000000 Penalty: 4784.709961
	Iteration 116Q: 3 clusters Score -2333159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2333179.250000 Penalty: 4784.709961
	Iteration 117Q: 3 clusters Score -2333179 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2333183.250000 Penalty: 4784.709961
	Iteration 118Q: 3 clusters Score -2333183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2333190.250000 Penalty: 4784.709961
	Iteration 119Q: 3 clusters Score -2333190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2333196.250000 Penalty: 4784.709961
	Iteration 120F: 3 clusters Score -2333196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2333204.500000 Penalty: 4784.709961
	Iteration 121Q: 3 clusters Score -2333204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2333212.750000 Penalty: 4784.709961
	Iteration 122Q: 3 clusters Score -2333213 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2333226.500000 Penalty: 4784.709961
	Iteration 123Q: 3 clusters Score -2333226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2333227.250000 Penalty: 4784.709961
	Iteration 124Q: 3 clusters Score -2333227 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2333231.750000 Penalty: 4784.709961
	Iteration 125Q: 3 clusters Score -2333232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2333235.750000 Penalty: 4784.709961
	Iteration 126Q: 3 clusters Score -2333236 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2333253.500000 Penalty: 4784.709961
	Iteration 127Q: 3 clusters Score -2333254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2333259.500000 Penalty: 4784.709961
	Iteration 128Q: 3 clusters Score -2333260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2333268.750000 Penalty: 4784.709961
	Iteration 129Q: 3 clusters Score -2333269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2333274.500000 Penalty: 4784.709961
	Iteration 130Q: 3 clusters Score -2333274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2333280.000000 Penalty: 4784.709961
	Iteration 131Q: 3 clusters Score -2333280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2333289.750000 Penalty: 4784.709961
	Iteration 132Q: 3 clusters Score -2333290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2333290.500000 Penalty: 4784.709961
	Iteration 133Q: 3 clusters Score -2333290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2333300.750000 Penalty: 4784.709961
	Iteration 134Q: 3 clusters Score -2333301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2333298.000000 Penalty: 4784.709961
	Iteration 135Q: 3 clusters Score -2333298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2333307.500000 Penalty: 4784.709961
	Iteration 136Q: 3 clusters Score -2333308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2333319.750000 Penalty: 4784.709961
	Iteration 137Q: 3 clusters Score -2333320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2333328.500000 Penalty: 4784.709961
	Iteration 138Q: 3 clusters Score -2333328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2333350 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2333360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2333370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2333368 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2333375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2333388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2333388 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2333402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2333410 nChanged 46
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Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2333415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2333423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2333427 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2333430 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2333434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2333441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2333449 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2333454 nChanged 28
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Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2333458 nChanged 31
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2333468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2333470 nChanged 37
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Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2333478 nChanged 32
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Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2333483 nChanged 29
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2333489 nChanged 23
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2333490 nChanged 28
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2333500 nChanged 26
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Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2333505 nChanged 16
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Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2333509 nChanged 22
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2333513 nChanged 18
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Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2333516 nChanged 16
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Mstep: Class 1 contains 3980 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2333524 nChanged 17
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Mstep: Class 1 contains 3963 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2333520 nChanged 25
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Mstep: Class 1 contains 3940 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2333525 nChanged 26
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Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2333528 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2333534 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2333539 nChanged 23
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2333538 nChanged 26
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Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2333547 nChanged 33
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2333550 nChanged 31
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Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2333553 nChanged 36
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Mstep: Class 1 contains 3718 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2333557 nChanged 34
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2333562 nChanged 34
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Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2333574 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2333579 nChanged 31
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Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2333584 nChanged 37
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Mstep: Class 1 contains 3560 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2333589 nChanged 32
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Mstep: Class 1 contains 3528 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2333594 nChanged 44
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Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2333601 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3433 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2333613 nChanged 56
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Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2333632 nChanged 60
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Mstep: Class 1 contains 3327 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2333654 nChanged 68
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Mstep: Class 1 contains 3265 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2333664 nChanged 65
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Mstep: Class 1 contains 3200 members 
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	Iteration 193Q: 3 clusters Score -2333680 nChanged 79
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2333701 nChanged 92
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Mstep: Class 1 contains 3033 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2333726 nChanged 104
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Mstep: Class 1 contains 2929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2833 members 
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	Iteration 197Q: 3 clusters Score -2333801 nChanged 103
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Mstep: Class 1 contains 2736 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2333832 nChanged 108
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Mstep: Class 1 contains 2630 members 
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	Iteration 199Q: 3 clusters Score -2333889 nChanged 120
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Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2333946 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2333986 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2334059 nChanged 129
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Mstep: Class 1 contains 2156 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2334126 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2334185 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13513 members 
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	Iteration 205Q: 3 clusters Score -2334237 nChanged 74
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Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2334269 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2334279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2334297 nChanged 60
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Mstep: Class 1 contains 1724 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2334322 nChanged 53
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Mstep: Class 1 contains 1675 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2334342 nChanged 47
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Mstep: Class 1 contains 1630 members 
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Entering Unmasked Estep 
Score: -2334351.250000 Penalty: 4784.709961
	Iteration 211Q: 3 clusters Score -2334351 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2334371 nChanged 33
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Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2334386 nChanged 33
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Mstep: Class 1 contains 1524 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2334395 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1487 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2334413 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2334429 nChanged 44
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Mstep: Class 1 contains 1404 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2334446 nChanged 44
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	Iteration 218Q: 3 clusters Score -2334470 nChanged 44
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2334488 nChanged 56
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Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2334525 nChanged 54
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Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2334560 nChanged 45
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Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2334596 nChanged 52
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Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2334636 nChanged 50
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Mstep: Class 1 contains 1077 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2334674 nChanged 28
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Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2334696.250000 Penalty: 4784.709961
	Iteration 225Q: 3 clusters Score -2334696 nChanged 28
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2334714.000000 Penalty: 4784.709961
	Iteration 226Q: 3 clusters Score -2334714 nChanged 18
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Mstep: Class 1 contains 1005 members 
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Entering Unmasked Estep 
Score: -2334723.250000 Penalty: 4784.709961
	Iteration 227Q: 3 clusters Score -2334723 nChanged 17
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Mstep: Class 1 contains 990 members 
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Entering Unmasked Estep 
Score: -2334733.750000 Penalty: 4784.709961
	Iteration 228Q: 3 clusters Score -2334734 nChanged 7
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Mstep: Class 1 contains 983 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2334734 nChanged 4
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Mstep: Class 1 contains 979 members 
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Score: -2334735.000000 Penalty: 4784.709961
	Iteration 230Q: 3 clusters Score -2334735 nChanged 1
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Mstep: Class 1 contains 978 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2334736 nChanged 1
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Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2334736.500000 Penalty: 4784.709961
	Iteration 232Q: 3 clusters Score -2334736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2334738.750000 Penalty: 4784.709961
	Iteration 233Q: 3 clusters Score -2334739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2334737.000000 Penalty: 4784.709961
	Iteration 234Q: 3 clusters Score -2334737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2334737.000000 Penalty: 4784.709961
	Iteration 235F: 3 clusters Score -2334737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Entering Unmasked Estep 
Score: -2324126.500000 Penalty: 2388.981445
	Iteration 0F: 2 clusters Score -2324126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2313116.500000 Penalty: 4777.962891
	Iteration 0F: 3 clusters Score -2313116 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2316606.250000 Penalty: 4777.962891
	Iteration 1F: 3 clusters Score -2316606 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2317077.500000 Penalty: 4777.962891
	Iteration 2F: 3 clusters Score -2317078 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2317607.750000 Penalty: 4777.962891
	Iteration 3F: 3 clusters Score -2317608 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2318272.500000 Penalty: 4777.962891
	Iteration 4F: 3 clusters Score -2318272 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2319205.500000 Penalty: 4777.962891
	Iteration 5F: 3 clusters Score -2319206 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2320195.250000 Penalty: 4777.962891
	Iteration 6F: 3 clusters Score -2320195 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2320955.750000 Penalty: 4777.962891
	Iteration 7F: 3 clusters Score -2320956 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2321437.250000 Penalty: 4777.962891
	Iteration 8F: 3 clusters Score -2321437 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2321733.250000 Penalty: 4777.962891
	Iteration 9Q: 3 clusters Score -2321733 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2321934.500000 Penalty: 4777.962891
	Iteration 10Q: 3 clusters Score -2321934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2322071.500000 Penalty: 4777.962891
	Iteration 11Q: 3 clusters Score -2322072 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2322184.500000 Penalty: 4777.962891
	Iteration 12Q: 3 clusters Score -2322184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2322270.250000 Penalty: 4777.962891
	Iteration 13Q: 3 clusters Score -2322270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2322326.750000 Penalty: 4777.962891
	Iteration 14Q: 3 clusters Score -2322327 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2322350.750000 Penalty: 4777.962891
	Iteration 15Q: 3 clusters Score -2322351 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2322377.250000 Penalty: 4777.962891
	Iteration 16Q: 3 clusters Score -2322377 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2322401.000000 Penalty: 4777.962891
	Iteration 17Q: 3 clusters Score -2322401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2322434.750000 Penalty: 4777.962891
	Iteration 18Q: 3 clusters Score -2322435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2322448.500000 Penalty: 4777.962891
	Iteration 19Q: 3 clusters Score -2322448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2322464.750000 Penalty: 4777.962891
	Iteration 20F: 3 clusters Score -2322465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2322484.250000 Penalty: 4777.962891
	Iteration 21Q: 3 clusters Score -2322484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2322501.250000 Penalty: 4777.962891
	Iteration 22Q: 3 clusters Score -2322501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2322523.250000 Penalty: 4777.962891
	Iteration 23Q: 3 clusters Score -2322523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2322536.750000 Penalty: 4777.962891
	Iteration 24Q: 3 clusters Score -2322537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2322556.250000 Penalty: 4777.962891
	Iteration 25Q: 3 clusters Score -2322556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2322559.000000 Penalty: 4777.962891
	Iteration 26Q: 3 clusters Score -2322559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2322571.750000 Penalty: 4777.962891
	Iteration 27Q: 3 clusters Score -2322572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2322578.000000 Penalty: 4777.962891
	Iteration 28Q: 3 clusters Score -2322578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2322589.750000 Penalty: 4777.962891
	Iteration 29Q: 3 clusters Score -2322590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2322599.750000 Penalty: 4777.962891
	Iteration 30Q: 3 clusters Score -2322600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2322607.750000 Penalty: 4777.962891
	Iteration 31Q: 3 clusters Score -2322608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2322617.000000 Penalty: 4777.962891
	Iteration 32Q: 3 clusters Score -2322617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2322626.250000 Penalty: 4777.962891
	Iteration 33Q: 3 clusters Score -2322626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2322626.000000 Penalty: 4777.962891
	Iteration 34Q: 3 clusters Score -2322626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2322630.750000 Penalty: 4777.962891
	Iteration 35Q: 3 clusters Score -2322631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2322636.750000 Penalty: 4777.962891
	Iteration 36Q: 3 clusters Score -2322637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2322633.000000 Penalty: 4777.962891
	Iteration 37Q: 3 clusters Score -2322633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2322637.000000 Penalty: 4777.962891
	Iteration 38Q: 3 clusters Score -2322637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2322646.500000 Penalty: 4777.962891
	Iteration 39Q: 3 clusters Score -2322646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2322646.250000 Penalty: 4777.962891
	Iteration 40F: 3 clusters Score -2322646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2322648.500000 Penalty: 4777.962891
	Iteration 41Q: 3 clusters Score -2322648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2322652.250000 Penalty: 4777.962891
	Iteration 42Q: 3 clusters Score -2322652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2322655.000000 Penalty: 4777.962891
	Iteration 43Q: 3 clusters Score -2322655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2322659.000000 Penalty: 4777.962891
	Iteration 44Q: 3 clusters Score -2322659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2322660.000000 Penalty: 4777.962891
	Iteration 45Q: 3 clusters Score -2322660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2322659.750000 Penalty: 4777.962891
	Iteration 46Q: 3 clusters Score -2322660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2322660.500000 Penalty: 4777.962891
	Iteration 47Q: 3 clusters Score -2322660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2322658.500000 Penalty: 4777.962891
	Iteration 48Q: 3 clusters Score -2322658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2322664.500000 Penalty: 4777.962891
	Iteration 49Q: 3 clusters Score -2322664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2322672.250000 Penalty: 4777.962891
	Iteration 50Q: 3 clusters Score -2322672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2322670.000000 Penalty: 4777.962891
	Iteration 51Q: 3 clusters Score -2322670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2322674.000000 Penalty: 4777.962891
	Iteration 52Q: 3 clusters Score -2322674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2322670.250000 Penalty: 4777.962891
	Iteration 53Q: 3 clusters Score -2322670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2322668.750000 Penalty: 4777.962891
	Iteration 54Q: 3 clusters Score -2322669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2322673.250000 Penalty: 4777.962891
	Iteration 55Q: 3 clusters Score -2322673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2322677.000000 Penalty: 4777.962891
	Iteration 56Q: 3 clusters Score -2322677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2322677.250000 Penalty: 4777.962891
	Iteration 57Q: 3 clusters Score -2322677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2322676.250000 Penalty: 4777.962891
	Iteration 58Q: 3 clusters Score -2322676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2322683.250000 Penalty: 4777.962891
	Iteration 59Q: 3 clusters Score -2322683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2322684.750000 Penalty: 4777.962891
	Iteration 60F: 3 clusters Score -2322685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2322683.500000 Penalty: 4777.962891
	Iteration 61Q: 3 clusters Score -2322684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2322680.250000 Penalty: 4777.962891
	Iteration 62Q: 3 clusters Score -2322680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2322687.500000 Penalty: 4777.962891
	Iteration 63Q: 3 clusters Score -2322688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2322685.500000 Penalty: 4777.962891
	Iteration 64Q: 3 clusters Score -2322686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2322687.000000 Penalty: 4777.962891
	Iteration 65Q: 3 clusters Score -2322687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2322687.500000 Penalty: 4777.962891
	Iteration 66Q: 3 clusters Score -2322688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2322685.500000 Penalty: 4777.962891
	Iteration 67Q: 3 clusters Score -2322686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2322685.500000 Penalty: 4777.962891
	Iteration 68F: 3 clusters Score -2322686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Entering Unmasked Estep 
Score: -3875701.250000 Penalty: 2516.849854
	Iteration 0F: 2 clusters Score -3875701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3857961.750000 Penalty: 5033.699707
	Iteration 0F: 3 clusters Score -3857962 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3864158.750000 Penalty: 5033.699707
	Iteration 1F: 3 clusters Score -3864159 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3864670.750000 Penalty: 5033.699707
	Iteration 2F: 3 clusters Score -3864671 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3865135.750000 Penalty: 5033.699707
	Iteration 3Q: 3 clusters Score -3865136 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3865576.750000 Penalty: 5033.699707
	Iteration 4Q: 3 clusters Score -3865577 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3865976.250000 Penalty: 5033.699707
	Iteration 5Q: 3 clusters Score -3865976 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3866377.000000 Penalty: 5033.699707
	Iteration 6Q: 3 clusters Score -3866377 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3866801.500000 Penalty: 5033.699707
	Iteration 7Q: 3 clusters Score -3866802 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3867319.250000 Penalty: 5033.699707
	Iteration 8Q: 3 clusters Score -3867319 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3867954.250000 Penalty: 5033.699707
	Iteration 9Q: 3 clusters Score -3867954 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3868657.250000 Penalty: 5033.699707
	Iteration 10Q: 3 clusters Score -3868657 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3869430.500000 Penalty: 5033.699707
	Iteration 11Q: 3 clusters Score -3869430 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3870133.750000 Penalty: 5033.699707
	Iteration 12Q: 3 clusters Score -3870134 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3870768.500000 Penalty: 5033.699707
	Iteration 13Q: 3 clusters Score -3870768 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3871261.500000 Penalty: 5033.699707
	Iteration 14Q: 3 clusters Score -3871262 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3871630.500000 Penalty: 5033.699707
	Iteration 15Q: 3 clusters Score -3871630 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3871896.000000 Penalty: 5033.699707
	Iteration 16Q: 3 clusters Score -3871896 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3872079.500000 Penalty: 5033.699707
	Iteration 17Q: 3 clusters Score -3872080 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3872225.250000 Penalty: 5033.699707
	Iteration 18Q: 3 clusters Score -3872225 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3872347.750000 Penalty: 5033.699707
	Iteration 19Q: 3 clusters Score -3872348 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3872445.500000 Penalty: 5033.699707
	Iteration 20F: 3 clusters Score -3872446 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3872505.250000 Penalty: 5033.699707
	Iteration 21Q: 3 clusters Score -3872505 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3872545.000000 Penalty: 5033.699707
	Iteration 22Q: 3 clusters Score -3872545 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3872586.250000 Penalty: 5033.699707
	Iteration 23Q: 3 clusters Score -3872586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3872616.250000 Penalty: 5033.699707
	Iteration 24Q: 3 clusters Score -3872616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3872659.000000 Penalty: 5033.699707
	Iteration 25Q: 3 clusters Score -3872659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3872692.500000 Penalty: 5033.699707
	Iteration 26Q: 3 clusters Score -3872692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3872737.000000 Penalty: 5033.699707
	Iteration 27Q: 3 clusters Score -3872737 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3872779.500000 Penalty: 5033.699707
	Iteration 28Q: 3 clusters Score -3872780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3872843.750000 Penalty: 5033.699707
	Iteration 29Q: 3 clusters Score -3872844 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3872930.500000 Penalty: 5033.699707
	Iteration 30Q: 3 clusters Score -3872930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3872993.500000 Penalty: 5033.699707
	Iteration 31Q: 3 clusters Score -3872994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3873068.500000 Penalty: 5033.699707
	Iteration 32Q: 3 clusters Score -3873068 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3873131.500000 Penalty: 5033.699707
	Iteration 33Q: 3 clusters Score -3873132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3873209.750000 Penalty: 5033.699707
	Iteration 34Q: 3 clusters Score -3873210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3873260.000000 Penalty: 5033.699707
	Iteration 35Q: 3 clusters Score -3873260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3873288.000000 Penalty: 5033.699707
	Iteration 36Q: 3 clusters Score -3873288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3873323.500000 Penalty: 5033.699707
	Iteration 37Q: 3 clusters Score -3873324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3873364.000000 Penalty: 5033.699707
	Iteration 38Q: 3 clusters Score -3873364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3873393.500000 Penalty: 5033.699707
	Iteration 39Q: 3 clusters Score -3873394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3873412.250000 Penalty: 5033.699707
	Iteration 40F: 3 clusters Score -3873412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3873435.250000 Penalty: 5033.699707
	Iteration 41Q: 3 clusters Score -3873435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3873451.250000 Penalty: 5033.699707
	Iteration 42Q: 3 clusters Score -3873451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3873451.500000 Penalty: 5033.699707
	Iteration 43Q: 3 clusters Score -3873452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3873463.000000 Penalty: 5033.699707
	Iteration 44Q: 3 clusters Score -3873463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3873469.000000 Penalty: 5033.699707
	Iteration 45Q: 3 clusters Score -3873469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3873486.250000 Penalty: 5033.699707
	Iteration 46Q: 3 clusters Score -3873486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3873494.250000 Penalty: 5033.699707
	Iteration 47Q: 3 clusters Score -3873494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3873505.750000 Penalty: 5033.699707
	Iteration 48Q: 3 clusters Score -3873506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3873509.500000 Penalty: 5033.699707
	Iteration 49Q: 3 clusters Score -3873510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3873516.500000 Penalty: 5033.699707
	Iteration 50Q: 3 clusters Score -3873516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3873522.250000 Penalty: 5033.699707
	Iteration 51Q: 3 clusters Score -3873522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3873531.000000 Penalty: 5033.699707
	Iteration 52Q: 3 clusters Score -3873531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3873535.500000 Penalty: 5033.699707
	Iteration 53Q: 3 clusters Score -3873536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3873538.250000 Penalty: 5033.699707
	Iteration 54Q: 3 clusters Score -3873538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3873545.750000 Penalty: 5033.699707
	Iteration 55Q: 3 clusters Score -3873546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3873545.000000 Penalty: 5033.699707
	Iteration 56Q: 3 clusters Score -3873545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3873545.750000 Penalty: 5033.699707
	Iteration 57Q: 3 clusters Score -3873546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3873547.000000 Penalty: 5033.699707
	Iteration 58Q: 3 clusters Score -3873547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3873555.500000 Penalty: 5033.699707
	Iteration 59Q: 3 clusters Score -3873556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3873551.750000 Penalty: 5033.699707
	Iteration 60F: 3 clusters Score -3873552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3873556.500000 Penalty: 5033.699707
	Iteration 61Q: 3 clusters Score -3873556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3873551.000000 Penalty: 5033.699707
	Iteration 62Q: 3 clusters Score -3873551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3873555.750000 Penalty: 5033.699707
	Iteration 63Q: 3 clusters Score -3873556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3873557.000000 Penalty: 5033.699707
	Iteration 64Q: 3 clusters Score -3873557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3873556.000000 Penalty: 5033.699707
	Iteration 65Q: 3 clusters Score -3873556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3873560.000000 Penalty: 5033.699707
	Iteration 66Q: 3 clusters Score -3873560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3873559.500000 Penalty: 5033.699707
	Iteration 67Q: 3 clusters Score -3873560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3873567.750000 Penalty: 5033.699707
	Iteration 68Q: 3 clusters Score -3873568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3873570.250000 Penalty: 5033.699707
	Iteration 69Q: 3 clusters Score -3873570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3873570.500000 Penalty: 5033.699707
	Iteration 70Q: 3 clusters Score -3873570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3873570.500000 Penalty: 5033.699707
	Iteration 71F: 3 clusters Score -3873570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -275380.781250 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -275380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272863.625000 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -272863.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -273337.593750 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -273337.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -273526.031250 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -273526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -273702.250000 Penalty: 3735.649902
	Iteration 3F: 3 clusters Score -273702.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -273817.531250 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -273817.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273928.437500 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -273928.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -274016.718750 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -274016.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -274092.718750 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -274092.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -274165.468750 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -274165.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -274240.125000 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -274240.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -274292.750000 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -274292.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -274323.875000 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -274323.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -274339.781250 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -274339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274354.125000 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -274354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274367.593750 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -274367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -274377.125000 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -274377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -274384.375000 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -274384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274389.187500 Penalty: 3735.649902
	Iteration 17Q: 3 clusters Score -274389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -274392.937500 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -274392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -274396.000000 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -274396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -274401.875000 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -274401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274403.531250 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -274403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -274404.875000 Penalty: 3735.649902
	Iteration 22Q: 3 clusters Score -274404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -274406.125000 Penalty: 3735.649902
	Iteration 23Q: 3 clusters Score -274406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274407.500000 Penalty: 3735.649902
	Iteration 24Q: 3 clusters Score -274407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -274408.437500 Penalty: 3735.649902
	Iteration 25Q: 3 clusters Score -274408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -274408.843750 Penalty: 3735.649902
	Iteration 26Q: 3 clusters Score -274408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -274410.000000 Penalty: 3735.649902
	Iteration 27Q: 3 clusters Score -274410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -274411.093750 Penalty: 3735.649902
	Iteration 28Q: 3 clusters Score -274411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -274412.562500 Penalty: 3735.649902
	Iteration 29Q: 3 clusters Score -274412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -274413.218750 Penalty: 3735.649902
	Iteration 30Q: 3 clusters Score -274413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -274414.500000 Penalty: 3735.649902
	Iteration 31Q: 3 clusters Score -274414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -274415.437500 Penalty: 3735.649902
	Iteration 32Q: 3 clusters Score -274415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -274415.437500 Penalty: 3735.649902
	Iteration 33F: 3 clusters Score -274415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32039.349609 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32039.35 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32299.087891 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32299.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32453.927734 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32453.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32491.908203 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32491.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32538.865234 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32538.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32597.539062 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32597.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32614.576172 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -32614.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32716.150391 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -32716.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32782.144531 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -32782.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32925.457031 Penalty: 2810.547607
	Iteration 9Q: 3 clusters Score -32925.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32985.214844 Penalty: 2810.547607
	Iteration 10Q: 3 clusters Score -32985.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33001.601562 Penalty: 2810.547607
	Iteration 11Q: 3 clusters Score -33001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33007.296875 Penalty: 2810.547607
	Iteration 12Q: 3 clusters Score -33007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33032.171875 Penalty: 2810.547607
	Iteration 13Q: 3 clusters Score -33032.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33073.324219 Penalty: 2810.547607
	Iteration 14Q: 3 clusters Score -33073.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33117.214844 Penalty: 2810.547607
	Iteration 15Q: 3 clusters Score -33117.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33124.050781 Penalty: 2810.547607
	Iteration 16Q: 3 clusters Score -33124.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33125.929688 Penalty: 2810.547607
	Iteration 17Q: 3 clusters Score -33125.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33144.882812 Penalty: 2810.547607
	Iteration 18Q: 3 clusters Score -33144.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33149.917969 Penalty: 2810.547607
	Iteration 19Q: 3 clusters Score -33149.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33149.917969 Penalty: 2810.547607
	Iteration 20F: 3 clusters Score -33149.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -1618911.875000 Penalty: 2300.874268
	Iteration 0F: 2 clusters Score -1618912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1610880.250000 Penalty: 4601.748535
	Iteration 0F: 3 clusters Score -1610880 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1613188.000000 Penalty: 4601.748535
	Iteration 1F: 3 clusters Score -1613188 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1613539.625000 Penalty: 4601.748535
	Iteration 2F: 3 clusters Score -1613540 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1613795.250000 Penalty: 4601.748535
	Iteration 3F: 3 clusters Score -1613795 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1614020.750000 Penalty: 4601.748535
	Iteration 4Q: 3 clusters Score -1614021 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1614223.250000 Penalty: 4601.748535
	Iteration 5Q: 3 clusters Score -1614223 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1614381.250000 Penalty: 4601.748535
	Iteration 6Q: 3 clusters Score -1614381 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1614521.000000 Penalty: 4601.748535
	Iteration 7Q: 3 clusters Score -1614521 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1614645.875000 Penalty: 4601.748535
	Iteration 8Q: 3 clusters Score -1614646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1614752.125000 Penalty: 4601.748535
	Iteration 9Q: 3 clusters Score -1614752 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1614847.500000 Penalty: 4601.748535
	Iteration 10Q: 3 clusters Score -1614848 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1614936.125000 Penalty: 4601.748535
	Iteration 11Q: 3 clusters Score -1614936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1615022.000000 Penalty: 4601.748535
	Iteration 12Q: 3 clusters Score -1615022 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1615114.000000 Penalty: 4601.748535
	Iteration 13Q: 3 clusters Score -1615114 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1615209.000000 Penalty: 4601.748535
	Iteration 14Q: 3 clusters Score -1615209 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1615302.500000 Penalty: 4601.748535
	Iteration 15Q: 3 clusters Score -1615302 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1615403.875000 Penalty: 4601.748535
	Iteration 16Q: 3 clusters Score -1615404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1615498.250000 Penalty: 4601.748535
	Iteration 17Q: 3 clusters Score -1615498 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1615576.625000 Penalty: 4601.748535
	Iteration 18Q: 3 clusters Score -1615577 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1615653.125000 Penalty: 4601.748535
	Iteration 19Q: 3 clusters Score -1615653 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1615709.250000 Penalty: 4601.748535
	Iteration 20F: 3 clusters Score -1615709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1615764.875000 Penalty: 4601.748535
	Iteration 21Q: 3 clusters Score -1615765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1615831.875000 Penalty: 4601.748535
	Iteration 22Q: 3 clusters Score -1615832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1615898.375000 Penalty: 4601.748535
	Iteration 23Q: 3 clusters Score -1615898 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1615951.250000 Penalty: 4601.748535
	Iteration 24Q: 3 clusters Score -1615951 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1615995.125000 Penalty: 4601.748535
	Iteration 25Q: 3 clusters Score -1615995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1616032.500000 Penalty: 4601.748535
	Iteration 26Q: 3 clusters Score -1616032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1616070.875000 Penalty: 4601.748535
	Iteration 27Q: 3 clusters Score -1616071 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1616104.375000 Penalty: 4601.748535
	Iteration 28Q: 3 clusters Score -1616104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1616140.500000 Penalty: 4601.748535
	Iteration 29Q: 3 clusters Score -1616140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1616173.125000 Penalty: 4601.748535
	Iteration 30Q: 3 clusters Score -1616173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1616193.500000 Penalty: 4601.748535
	Iteration 31Q: 3 clusters Score -1616194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1616214.875000 Penalty: 4601.748535
	Iteration 32Q: 3 clusters Score -1616215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1616230.125000 Penalty: 4601.748535
	Iteration 33Q: 3 clusters Score -1616230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1616250.625000 Penalty: 4601.748535
	Iteration 34Q: 3 clusters Score -1616251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1616274.375000 Penalty: 4601.748535
	Iteration 35Q: 3 clusters Score -1616274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1616308.000000 Penalty: 4601.748535
	Iteration 36Q: 3 clusters Score -1616308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1616346.375000 Penalty: 4601.748535
	Iteration 37Q: 3 clusters Score -1616346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1616394.500000 Penalty: 4601.748535
	Iteration 38Q: 3 clusters Score -1616394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1616433.000000 Penalty: 4601.748535
	Iteration 39Q: 3 clusters Score -1616433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1616467.750000 Penalty: 4601.748535
	Iteration 40F: 3 clusters Score -1616468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1616511.000000 Penalty: 4601.748535
	Iteration 41Q: 3 clusters Score -1616511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1616557.875000 Penalty: 4601.748535
	Iteration 42Q: 3 clusters Score -1616558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1616609.125000 Penalty: 4601.748535
	Iteration 43Q: 3 clusters Score -1616609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1616666.500000 Penalty: 4601.748535
	Iteration 44Q: 3 clusters Score -1616666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1616708.125000 Penalty: 4601.748535
	Iteration 45Q: 3 clusters Score -1616708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1616738.375000 Penalty: 4601.748535
	Iteration 46Q: 3 clusters Score -1616738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1616768.625000 Penalty: 4601.748535
	Iteration 47Q: 3 clusters Score -1616769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1616785.875000 Penalty: 4601.748535
	Iteration 48Q: 3 clusters Score -1616786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1616798.375000 Penalty: 4601.748535
	Iteration 49Q: 3 clusters Score -1616798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1616810.000000 Penalty: 4601.748535
	Iteration 50Q: 3 clusters Score -1616810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1616817.500000 Penalty: 4601.748535
	Iteration 51Q: 3 clusters Score -1616818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1616830.750000 Penalty: 4601.748535
	Iteration 52Q: 3 clusters Score -1616831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1616844.500000 Penalty: 4601.748535
	Iteration 53Q: 3 clusters Score -1616844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1616860.250000 Penalty: 4601.748535
	Iteration 54Q: 3 clusters Score -1616860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1616868.125000 Penalty: 4601.748535
	Iteration 55Q: 3 clusters Score -1616868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1616874.500000 Penalty: 4601.748535
	Iteration 56Q: 3 clusters Score -1616874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1616883.500000 Penalty: 4601.748535
	Iteration 57Q: 3 clusters Score -1616884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1616892.125000 Penalty: 4601.748535
	Iteration 58Q: 3 clusters Score -1616892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1616897.875000 Penalty: 4601.748535
	Iteration 59Q: 3 clusters Score -1616898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1616907.375000 Penalty: 4601.748535
	Iteration 60F: 3 clusters Score -1616907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1616917.375000 Penalty: 4601.748535
	Iteration 61Q: 3 clusters Score -1616917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1616923.125000 Penalty: 4601.748535
	Iteration 62Q: 3 clusters Score -1616923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1616931.625000 Penalty: 4601.748535
	Iteration 63Q: 3 clusters Score -1616932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1616937.125000 Penalty: 4601.748535
	Iteration 64Q: 3 clusters Score -1616937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1616939.250000 Penalty: 4601.748535
	Iteration 65Q: 3 clusters Score -1616939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1616942.875000 Penalty: 4601.748535
	Iteration 66Q: 3 clusters Score -1616943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1616941.875000 Penalty: 4601.748535
	Iteration 67Q: 3 clusters Score -1616942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1616945.625000 Penalty: 4601.748535
	Iteration 68Q: 3 clusters Score -1616946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1616944.625000 Penalty: 4601.748535
	Iteration 69Q: 3 clusters Score -1616945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1616943.875000 Penalty: 4601.748535
	Iteration 70Q: 3 clusters Score -1616944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1616945.750000 Penalty: 4601.748535
	Iteration 71Q: 3 clusters Score -1616946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1616945.750000 Penalty: 4601.748535
	Iteration 72F: 3 clusters Score -1616946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Entering Unmasked Estep 
Score: -2384463.500000 Penalty: 2391.439453
	Iteration 0F: 2 clusters Score -2384464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2373386.250000 Penalty: 4782.878906
	Iteration 0F: 3 clusters Score -2373386 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2376876.750000 Penalty: 4782.878906
	Iteration 1F: 3 clusters Score -2376877 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2377208.250000 Penalty: 4782.878906
	Iteration 2F: 3 clusters Score -2377208 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2377443.250000 Penalty: 4782.878906
	Iteration 3Q: 3 clusters Score -2377443 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2377604.250000 Penalty: 4782.878906
	Iteration 4Q: 3 clusters Score -2377604 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2377739.750000 Penalty: 4782.878906
	Iteration 5Q: 3 clusters Score -2377740 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2377839.500000 Penalty: 4782.878906
	Iteration 6Q: 3 clusters Score -2377840 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2377944.250000 Penalty: 4782.878906
	Iteration 7Q: 3 clusters Score -2377944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2378030.750000 Penalty: 4782.878906
	Iteration 8Q: 3 clusters Score -2378031 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2378118.750000 Penalty: 4782.878906
	Iteration 9Q: 3 clusters Score -2378119 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2378222.250000 Penalty: 4782.878906
	Iteration 10Q: 3 clusters Score -2378222 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2378326.000000 Penalty: 4782.878906
	Iteration 11Q: 3 clusters Score -2378326 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2378420.000000 Penalty: 4782.878906
	Iteration 12Q: 3 clusters Score -2378420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2378549.000000 Penalty: 4782.878906
	Iteration 13Q: 3 clusters Score -2378549 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2378730.000000 Penalty: 4782.878906
	Iteration 14Q: 3 clusters Score -2378730 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2378976.750000 Penalty: 4782.878906
	Iteration 15Q: 3 clusters Score -2378977 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2379279.750000 Penalty: 4782.878906
	Iteration 16Q: 3 clusters Score -2379280 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2379562.250000 Penalty: 4782.878906
	Iteration 17Q: 3 clusters Score -2379562 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2379857.000000 Penalty: 4782.878906
	Iteration 18Q: 3 clusters Score -2379857 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2380173.750000 Penalty: 4782.878906
	Iteration 19Q: 3 clusters Score -2380174 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2380477.250000 Penalty: 4782.878906
	Iteration 20F: 3 clusters Score -2380477 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2380765.750000 Penalty: 4782.878906
	Iteration 21Q: 3 clusters Score -2380766 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2381053.000000 Penalty: 4782.878906
	Iteration 22Q: 3 clusters Score -2381053 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2381299.500000 Penalty: 4782.878906
	Iteration 23Q: 3 clusters Score -2381300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2381538.250000 Penalty: 4782.878906
	Iteration 24Q: 3 clusters Score -2381538 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2381722.000000 Penalty: 4782.878906
	Iteration 25Q: 3 clusters Score -2381722 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2381864.500000 Penalty: 4782.878906
	Iteration 26Q: 3 clusters Score -2381864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2381979.750000 Penalty: 4782.878906
	Iteration 27Q: 3 clusters Score -2381980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2382066.000000 Penalty: 4782.878906
	Iteration 28Q: 3 clusters Score -2382066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2382148.250000 Penalty: 4782.878906
	Iteration 29Q: 3 clusters Score -2382148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2382220.750000 Penalty: 4782.878906
	Iteration 30Q: 3 clusters Score -2382221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2382255.500000 Penalty: 4782.878906
	Iteration 31Q: 3 clusters Score -2382256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2382286.500000 Penalty: 4782.878906
	Iteration 32Q: 3 clusters Score -2382286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2382314.750000 Penalty: 4782.878906
	Iteration 33Q: 3 clusters Score -2382315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2382336.250000 Penalty: 4782.878906
	Iteration 34Q: 3 clusters Score -2382336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2382353.250000 Penalty: 4782.878906
	Iteration 35Q: 3 clusters Score -2382353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2382366.500000 Penalty: 4782.878906
	Iteration 36Q: 3 clusters Score -2382366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2382376.500000 Penalty: 4782.878906
	Iteration 37Q: 3 clusters Score -2382376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2382394.500000 Penalty: 4782.878906
	Iteration 38Q: 3 clusters Score -2382394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2382406.750000 Penalty: 4782.878906
	Iteration 39Q: 3 clusters Score -2382407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2382416.000000 Penalty: 4782.878906
	Iteration 40F: 3 clusters Score -2382416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2382421.250000 Penalty: 4782.878906
	Iteration 41Q: 3 clusters Score -2382421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2382430.750000 Penalty: 4782.878906
	Iteration 42Q: 3 clusters Score -2382431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2382427.750000 Penalty: 4782.878906
	Iteration 43Q: 3 clusters Score -2382428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2382429.750000 Penalty: 4782.878906
	Iteration 44Q: 3 clusters Score -2382430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2382432.500000 Penalty: 4782.878906
	Iteration 45Q: 3 clusters Score -2382432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2382435.500000 Penalty: 4782.878906
	Iteration 46Q: 3 clusters Score -2382436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2382434.250000 Penalty: 4782.878906
	Iteration 47Q: 3 clusters Score -2382434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2382434.250000 Penalty: 4782.878906
	Iteration 48F: 3 clusters Score -2382434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -409058.437500 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -409058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -405868.718750 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -405868.7 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406624.750000 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -406624.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -406949.906250 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -406949.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -407300.562500 Penalty: 3941.522217
	Iteration 3F: 3 clusters Score -407300.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407664.625000 Penalty: 3941.522217
	Iteration 4F: 3 clusters Score -407664.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -408130.218750 Penalty: 3941.522217
	Iteration 5F: 3 clusters Score -408130.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -408467.500000 Penalty: 3941.522217
	Iteration 6F: 3 clusters Score -408467.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408656.312500 Penalty: 3941.522217
	Iteration 7F: 3 clusters Score -408656.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408734.312500 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -408734.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -408781.875000 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -408781.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -408810.656250 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -408810.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -408827.750000 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -408827.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -408841.875000 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -408841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -408848.250000 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -408848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -408853.468750 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -408853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -408856.218750 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -408856.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408859.500000 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -408859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408861.750000 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -408861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -408861.750000 Penalty: 3941.522217
	Iteration 18F: 3 clusters Score -408861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 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 2510 members 
Entering Unmasked Estep 
Score: -731265.875000 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731265.9 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -732430.562500 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732430.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -732724.812500 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -732724.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -732915.875000 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -732915.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -733082.812500 Penalty: 4227.001465
	Iteration 4Q: 3 clusters Score -733082.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -733279.937500 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -733279.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -733534.125000 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -733534.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -733859.812500 Penalty: 4227.001465
	Iteration 7F: 3 clusters Score -733859.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -734322.812500 Penalty: 4227.001465
	Iteration 8F: 3 clusters Score -734322.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -734831.625000 Penalty: 4227.001465
	Iteration 9F: 3 clusters Score -734831.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -735198.750000 Penalty: 4227.001465
	Iteration 10F: 3 clusters Score -735198.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -735354.937500 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -735354.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -735409.062500 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -735409.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -735437.250000 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -735437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -735453.750000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -735453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -735464.875000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -735464.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -735470.875000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -735470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -735472.500000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -735472.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -735478.750000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -735479.937500 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -735481.062500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -735481.437500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -735483.250000 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -735484.062500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -735485.000000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -735486.000000 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -735486.000000 Penalty: 4227.001465
	Iteration 26F: 3 clusters Score -735486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Entering Unmasked Estep 
Score: -5762976.500000 Penalty: 2616.922852
	Iteration 0F: 2 clusters Score -5762976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5737054.500000 Penalty: 5233.845703
	Iteration 0F: 3 clusters Score -5737054 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5746620.000000 Penalty: 5233.845703
	Iteration 1F: 3 clusters Score -5746620 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5747488.500000 Penalty: 5233.845703
	Iteration 2Q: 3 clusters Score -5747488 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5748792.000000 Penalty: 5233.845703
	Iteration 3F: 3 clusters Score -5748792 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -5750661.500000 Penalty: 5233.845703
	Iteration 4F: 3 clusters Score -5750662 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -5753042.500000 Penalty: 5233.845703
	Iteration 5F: 3 clusters Score -5753042 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -5755703.500000 Penalty: 5233.845703
	Iteration 6F: 3 clusters Score -5755704 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -5758064.500000 Penalty: 5233.845703
	Iteration 7F: 3 clusters Score -5758064 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -5759821.000000 Penalty: 5233.845703
	Iteration 8Q: 3 clusters Score -5759821 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -5761201.000000 Penalty: 5233.845703
	Iteration 9Q: 3 clusters Score -5761201 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5761706.500000 Penalty: 5233.845703
	Iteration 10Q: 3 clusters Score -5761706 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -5761835.000000 Penalty: 5233.845703
	Iteration 11Q: 3 clusters Score -5761835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5761904.500000 Penalty: 5233.845703
	Iteration 12Q: 3 clusters Score -5761904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5761927.500000 Penalty: 5233.845703
	Iteration 13Q: 3 clusters Score -5761928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -5761965.000000 Penalty: 5233.845703
	Iteration 14Q: 3 clusters Score -5761965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -5761983.500000 Penalty: 5233.845703
	Iteration 15Q: 3 clusters Score -5761984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5762000.000000 Penalty: 5233.845703
	Iteration 16Q: 3 clusters Score -5762000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5761993.500000 Penalty: 5233.845703
	Iteration 17Q: 3 clusters Score -5761994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5762001.500000 Penalty: 5233.845703
	Iteration 18Q: 3 clusters Score -5762002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -5762000.000000 Penalty: 5233.845703
	Iteration 19Q: 3 clusters Score -5762000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5762007.000000 Penalty: 5233.845703
	Iteration 20F: 3 clusters Score -5762007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5762003.000000 Penalty: 5233.845703
	Iteration 21Q: 3 clusters Score -5762003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5762009.000000 Penalty: 5233.845703
	Iteration 22Q: 3 clusters Score -5762009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -5762010.000000 Penalty: 5233.845703
	Iteration 23Q: 3 clusters Score -5762010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5762009.500000 Penalty: 5233.845703
	Iteration 24Q: 3 clusters Score -5762010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5762005.500000 Penalty: 5233.845703
	Iteration 25Q: 3 clusters Score -5762006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5762005.000000 Penalty: 5233.845703
	Iteration 26Q: 3 clusters Score -5762005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5761996.500000 Penalty: 5233.845703
	Iteration 27Q: 3 clusters Score -5761996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5762008.000000 Penalty: 5233.845703
	Iteration 28Q: 3 clusters Score -5762008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5762004.500000 Penalty: 5233.845703
	Iteration 29Q: 3 clusters Score -5762004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -5762003.000000 Penalty: 5233.845703
	Iteration 30Q: 3 clusters Score -5762003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -5762015.500000 Penalty: 5233.845703
	Iteration 31Q: 3 clusters Score -5762016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5762019.000000 Penalty: 5233.845703
	Iteration 32Q: 3 clusters Score -5762019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -5762022.500000 Penalty: 5233.845703
	Iteration 33Q: 3 clusters Score -5762022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5762019.000000 Penalty: 5233.845703
	Iteration 34Q: 3 clusters Score -5762019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -5762019.000000 Penalty: 5233.845703
	Iteration 35F: 3 clusters Score -5762019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Entering Unmasked Estep 
Score: -25094342.000000 Penalty: 2976.730469
	Iteration 0F: 2 clusters Score -2.509434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -24993946.000000 Penalty: 5953.460938
	Iteration 0F: 3 clusters Score -2.499395e+07 nChanged 78379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -25040742.000000 Penalty: 5953.460938
	Iteration 1F: 3 clusters Score -2.504074e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -25043330.000000 Penalty: 5953.460938
	Iteration 2Q: 3 clusters Score -2.504333e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -25047442.000000 Penalty: 5953.460938
	Iteration 3Q: 3 clusters Score -2.504744e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -25054068.000000 Penalty: 5953.460938
	Iteration 4F: 3 clusters Score -2.505407e+07 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -25063882.000000 Penalty: 5953.460938
	Iteration 5F: 3 clusters Score -2.506388e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -25075732.000000 Penalty: 5953.460938
	Iteration 6F: 3 clusters Score -2.507573e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -25084094.000000 Penalty: 5953.460938
	Iteration 7F: 3 clusters Score -2.508409e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -25087774.000000 Penalty: 5953.460938
	Iteration 8Q: 3 clusters Score -2.508777e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 116106 members 
Entering Unmasked Estep 
Score: -25089950.000000 Penalty: 5953.460938
	Iteration 9Q: 3 clusters Score -2.508995e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 120370 members 
Entering Unmasked Estep 
Score: -25091162.000000 Penalty: 5953.460938
	Iteration 10Q: 3 clusters Score -2.509116e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -25091846.000000 Penalty: 5953.460938
	Iteration 11Q: 3 clusters Score -2.509185e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -25092480.000000 Penalty: 5953.460938
	Iteration 12Q: 3 clusters Score -2.509248e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -25093056.000000 Penalty: 5953.460938
	Iteration 13Q: 3 clusters Score -2.509306e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 138266 members 
Entering Unmasked Estep 
Score: -25093038.000000 Penalty: 5953.460938
	Iteration 14Q: 3 clusters Score -2.509304e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -25092804.000000 Penalty: 5953.460938
	Iteration 15Q: 3 clusters Score -2.50928e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 146403 members 
Entering Unmasked Estep 
Score: -25092632.000000 Penalty: 5953.460938
	Iteration 16Q: 3 clusters Score -2.509263e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 149932 members 
Entering Unmasked Estep 
Score: -25092162.000000 Penalty: 5953.460938
	Iteration 17Q: 3 clusters Score -2.509216e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -25091518.000000 Penalty: 5953.460938
	Iteration 18Q: 3 clusters Score -2.509152e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 154608 members 
Entering Unmasked Estep 
Score: -25091314.000000 Penalty: 5953.460938
	Iteration 19Q: 3 clusters Score -2.509131e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -25092012.000000 Penalty: 5953.460938
	Iteration 20F: 3 clusters Score -2.509201e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -25091862.000000 Penalty: 5953.460938
	Iteration 21Q: 3 clusters Score -2.509186e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -25091952.000000 Penalty: 5953.460938
	Iteration 22Q: 3 clusters Score -2.509195e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -25091822.000000 Penalty: 5953.460938
	Iteration 23Q: 3 clusters Score -2.509182e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -25091844.000000 Penalty: 5953.460938
	Iteration 24Q: 3 clusters Score -2.509184e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 161601 members 
Entering Unmasked Estep 
Score: -25091894.000000 Penalty: 5953.460938
	Iteration 25Q: 3 clusters Score -2.509189e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -25091878.000000 Penalty: 5953.460938
	Iteration 26Q: 3 clusters Score -2.509188e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 162132 members 
Entering Unmasked Estep 
Score: -25091876.000000 Penalty: 5953.460938
	Iteration 27Q: 3 clusters Score -2.509188e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -25091906.000000 Penalty: 5953.460938
	Iteration 28Q: 3 clusters Score -2.509191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -25091940.000000 Penalty: 5953.460938
	Iteration 29Q: 3 clusters Score -2.509194e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 162483 members 
Entering Unmasked Estep 
Score: -25091922.000000 Penalty: 5953.460938
	Iteration 30Q: 3 clusters Score -2.509192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -25091960.000000 Penalty: 5953.460938
	Iteration 31Q: 3 clusters Score -2.509196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -25091956.000000 Penalty: 5953.460938
	Iteration 32Q: 3 clusters Score -2.509196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -25091942.000000 Penalty: 5953.460938
	Iteration 33Q: 3 clusters Score -2.509194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 162619 members 
Entering Unmasked Estep 
Score: -25091958.000000 Penalty: 5953.460938
	Iteration 34Q: 3 clusters Score -2.509196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 162639 members 
Entering Unmasked Estep 
Score: -25091960.000000 Penalty: 5953.460938
	Iteration 35Q: 3 clusters Score -2.509196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -25091970.000000 Penalty: 5953.460938
	Iteration 36Q: 3 clusters Score -2.509197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 162676 members 
Entering Unmasked Estep 
Score: -25091946.000000 Penalty: 5953.460938
	Iteration 37Q: 3 clusters Score -2.509195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 162688 members 
Entering Unmasked Estep 
Score: -25091948.000000 Penalty: 5953.460938
	Iteration 38Q: 3 clusters Score -2.509195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -25091948.000000 Penalty: 5953.460938
	Iteration 39Q: 3 clusters Score -2.509195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 162712 members 
Entering Unmasked Estep 
Score: -25091934.000000 Penalty: 5953.460938
	Iteration 40F: 3 clusters Score -2.509193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -25091956.000000 Penalty: 5953.460938
	Iteration 41Q: 3 clusters Score -2.509196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -25091972.000000 Penalty: 5953.460938
	Iteration 42Q: 3 clusters Score -2.509197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 162735 members 
Entering Unmasked Estep 
Score: -25091958.000000 Penalty: 5953.460938
	Iteration 43Q: 3 clusters Score -2.509196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162738 members 
Entering Unmasked Estep 
Score: -25091956.000000 Penalty: 5953.460938
	Iteration 44Q: 3 clusters Score -2.509196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -25091950.000000 Penalty: 5953.460938
	Iteration 45Q: 3 clusters Score -2.509195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 162745 members 
Entering Unmasked Estep 
Score: -25091962.000000 Penalty: 5953.460938
	Iteration 46Q: 3 clusters Score -2.509196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 162745 members 
Entering Unmasked Estep 
Score: -25091970.000000 Penalty: 5953.460938
	Iteration 47Q: 3 clusters Score -2.509197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 162746 members 
Entering Unmasked Estep 
Score: -25091972.000000 Penalty: 5953.460938
	Iteration 48Q: 3 clusters Score -2.509197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 162746 members 
Entering Unmasked Estep 
Score: -25091972.000000 Penalty: 5953.460938
	Iteration 49F: 3 clusters Score -2.509197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86126.195312 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86126.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86374.500000 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86374.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86500.906250 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86500.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86592.250000 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -86592.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86641.101562 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86672.453125 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86672.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86715.757812 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86715.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86802.250000 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86802.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86901.085938 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86901.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87005.273438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -87005.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87080.765625 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -87080.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87172.914062 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -87172.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87258.406250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -87258.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87322.671875 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -87322.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87434.242188 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -87434.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87645.539062 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -87645.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87822.531250 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -87822.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87976.414062 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -87976.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88088.421875 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -88088.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88214.867188 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -88214.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88233.617188 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -88233.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38258 members 
Mstep: Class 11 contains 163235 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 4802 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 108991 members 
Mstep: Class 18 contains 3135 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36515 members 
Mstep: Class 24 contains 19462 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15758 members 
Mstep: Class 30 contains 117833 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 296 members 
Entering Unmasked Estep 
Score: -104166016.000000 Penalty: 130140.156250
Splitting cluster 12 changes total score from -104167072.000000 to -104166016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -696173.750000 Penalty: 2102.243408
	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 2375 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -691817.625000 Penalty: 4204.486816
	Iteration 0F: 3 clusters Score -691817.6 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -693021.687500 Penalty: 4204.486816
	Iteration 1F: 3 clusters Score -693021.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -693571.500000 Penalty: 4204.486816
	Iteration 2F: 3 clusters Score -693571.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -693866.875000 Penalty: 4204.486816
	Iteration 3F: 3 clusters Score -693866.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -694098.125000 Penalty: 4204.486816
	Iteration 4F: 3 clusters Score -694098.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -694327.812500 Penalty: 4204.486816
	Iteration 5F: 3 clusters Score -694327.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -694543.062500 Penalty: 4204.486816
	Iteration 6Q: 3 clusters Score -694543.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -694774.125000 Penalty: 4204.486816
	Iteration 7Q: 3 clusters Score -694774.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -695004.500000 Penalty: 4204.486816
	Iteration 8Q: 3 clusters Score -695004.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -695194.625000 Penalty: 4204.486816
	Iteration 9Q: 3 clusters Score -695194.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -695340.687500 Penalty: 4204.486816
	Iteration 10Q: 3 clusters Score -695340.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -695456.812500 Penalty: 4204.486816
	Iteration 11Q: 3 clusters Score -695456.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -695551.062500 Penalty: 4204.486816
	Iteration 12Q: 3 clusters Score -695551.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -695618.125000 Penalty: 4204.486816
	Iteration 13Q: 3 clusters Score -695618.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -695691.187500 Penalty: 4204.486816
	Iteration 14Q: 3 clusters Score -695691.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -695766.875000 Penalty: 4204.486816
	Iteration 15Q: 3 clusters Score -695766.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -695830.375000 Penalty: 4204.486816
	Iteration 16Q: 3 clusters Score -695830.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -695864.125000 Penalty: 4204.486816
	Iteration 17Q: 3 clusters Score -695864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -695881.812500 Penalty: 4204.486816
	Iteration 18Q: 3 clusters Score -695881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -695893.750000 Penalty: 4204.486816
	Iteration 19Q: 3 clusters Score -695893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -695899.062500 Penalty: 4204.486816
	Iteration 20F: 3 clusters Score -695899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -695905.250000 Penalty: 4204.486816
	Iteration 21Q: 3 clusters Score -695905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -695908.000000 Penalty: 4204.486816
	Iteration 22Q: 3 clusters Score -695908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -695909.000000 Penalty: 4204.486816
	Iteration 23Q: 3 clusters Score -695909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -695909.187500 Penalty: 4204.486816
	Iteration 24Q: 3 clusters Score -695909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -695909.187500 Penalty: 4204.486816
	Iteration 25F: 3 clusters Score -695909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Entering Unmasked Estep 
Score: -696952.000000 Penalty: 2095.755371
	Iteration 0F: 2 clusters Score -696952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -692601.000000 Penalty: 4191.510742
	Iteration 0F: 3 clusters Score -692601 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -693583.312500 Penalty: 4191.510742
	Iteration 1F: 3 clusters Score -693583.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -693801.437500 Penalty: 4191.510742
	Iteration 2F: 3 clusters Score -693801.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -693958.125000 Penalty: 4191.510742
	Iteration 3F: 3 clusters Score -693958.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -694101.000000 Penalty: 4191.510742
	Iteration 4Q: 3 clusters Score -694101 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -694209.062500 Penalty: 4191.510742
	Iteration 5Q: 3 clusters Score -694209.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -694305.125000 Penalty: 4191.510742
	Iteration 6Q: 3 clusters Score -694305.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -694378.375000 Penalty: 4191.510742
	Iteration 7Q: 3 clusters Score -694378.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -694440.750000 Penalty: 4191.510742
	Iteration 8Q: 3 clusters Score -694440.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -694488.500000 Penalty: 4191.510742
	Iteration 9Q: 3 clusters Score -694488.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -694541.250000 Penalty: 4191.510742
	Iteration 10Q: 3 clusters Score -694541.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -694589.687500 Penalty: 4191.510742
	Iteration 11Q: 3 clusters Score -694589.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -694641.625000 Penalty: 4191.510742
	Iteration 12Q: 3 clusters Score -694641.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -694702.062500 Penalty: 4191.510742
	Iteration 13Q: 3 clusters Score -694702.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -694765.125000 Penalty: 4191.510742
	Iteration 14Q: 3 clusters Score -694765.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -694836.375000 Penalty: 4191.510742
	Iteration 15Q: 3 clusters Score -694836.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -694896.812500 Penalty: 4191.510742
	Iteration 16Q: 3 clusters Score -694896.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -694939.312500 Penalty: 4191.510742
	Iteration 17Q: 3 clusters Score -694939.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -694987.937500 Penalty: 4191.510742
	Iteration 18Q: 3 clusters Score -694987.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -695032.500000 Penalty: 4191.510742
	Iteration 19Q: 3 clusters Score -695032.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -695066.687500 Penalty: 4191.510742
	Iteration 20F: 3 clusters Score -695066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -695082.062500 Penalty: 4191.510742
	Iteration 21Q: 3 clusters Score -695082.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -695097.625000 Penalty: 4191.510742
	Iteration 22Q: 3 clusters Score -695097.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -695108.000000 Penalty: 4191.510742
	Iteration 23Q: 3 clusters Score -695108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -695122.250000 Penalty: 4191.510742
	Iteration 24Q: 3 clusters Score -695122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -695135.062500 Penalty: 4191.510742
	Iteration 25Q: 3 clusters Score -695135.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -695143.125000 Penalty: 4191.510742
	Iteration 26Q: 3 clusters Score -695143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -695152.937500 Penalty: 4191.510742
	Iteration 27Q: 3 clusters Score -695152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -695164.312500 Penalty: 4191.510742
	Iteration 28Q: 3 clusters Score -695164.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -695170.187500 Penalty: 4191.510742
	Iteration 29Q: 3 clusters Score -695170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -695175.625000 Penalty: 4191.510742
	Iteration 30Q: 3 clusters Score -695175.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -695183.062500 Penalty: 4191.510742
	Iteration 31Q: 3 clusters Score -695183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -695187.562500 Penalty: 4191.510742
	Iteration 32Q: 3 clusters Score -695187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -695190.687500 Penalty: 4191.510742
	Iteration 33Q: 3 clusters Score -695190.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -695193.812500 Penalty: 4191.510742
	Iteration 34Q: 3 clusters Score -695193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -695197.687500 Penalty: 4191.510742
	Iteration 35Q: 3 clusters Score -695197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -695201.062500 Penalty: 4191.510742
	Iteration 36Q: 3 clusters Score -695201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -695203.000000 Penalty: 4191.510742
	Iteration 37Q: 3 clusters Score -695203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -695205.000000 Penalty: 4191.510742
	Iteration 38Q: 3 clusters Score -695205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -695208.250000 Penalty: 4191.510742
	Iteration 39Q: 3 clusters Score -695208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -695213.875000 Penalty: 4191.510742
	Iteration 40F: 3 clusters Score -695213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -695221.250000 Penalty: 4191.510742
	Iteration 41Q: 3 clusters Score -695221.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -695237.625000 Penalty: 4191.510742
	Iteration 42Q: 3 clusters Score -695237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -695253.812500 Penalty: 4191.510742
	Iteration 43Q: 3 clusters Score -695253.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -695269.625000 Penalty: 4191.510742
	Iteration 44Q: 3 clusters Score -695269.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -695280.437500 Penalty: 4191.510742
	Iteration 45Q: 3 clusters Score -695280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -695288.687500 Penalty: 4191.510742
	Iteration 46Q: 3 clusters Score -695288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -695298.437500 Penalty: 4191.510742
	Iteration 47Q: 3 clusters Score -695298.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -695306.125000 Penalty: 4191.510742
	Iteration 48Q: 3 clusters Score -695306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -695315.187500 Penalty: 4191.510742
	Iteration 49Q: 3 clusters Score -695315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -695319.750000 Penalty: 4191.510742
	Iteration 50Q: 3 clusters Score -695319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -695326.312500 Penalty: 4191.510742
	Iteration 51Q: 3 clusters Score -695326.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -695335.500000 Penalty: 4191.510742
	Iteration 52Q: 3 clusters Score -695335.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -695344.187500 Penalty: 4191.510742
	Iteration 53Q: 3 clusters Score -695344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -695351.000000 Penalty: 4191.510742
	Iteration 54Q: 3 clusters Score -695351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -695363.500000 Penalty: 4191.510742
	Iteration 55Q: 3 clusters Score -695363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -695374.125000 Penalty: 4191.510742
	Iteration 56Q: 3 clusters Score -695374.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -695394.562500 Penalty: 4191.510742
	Iteration 57Q: 3 clusters Score -695394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -695410.687500 Penalty: 4191.510742
	Iteration 58Q: 3 clusters Score -695410.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -695422.250000 Penalty: 4191.510742
	Iteration 59Q: 3 clusters Score -695422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -695437.125000 Penalty: 4191.510742
	Iteration 60F: 3 clusters Score -695437.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -695463.500000 Penalty: 4191.510742
	Iteration 61Q: 3 clusters Score -695463.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -695497.437500 Penalty: 4191.510742
	Iteration 62Q: 3 clusters Score -695497.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -695554.375000 Penalty: 4191.510742
	Iteration 63Q: 3 clusters Score -695554.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -695603.750000 Penalty: 4191.510742
	Iteration 64Q: 3 clusters Score -695603.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -695632.750000 Penalty: 4191.510742
	Iteration 65Q: 3 clusters Score -695632.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -695659.375000 Penalty: 4191.510742
	Iteration 66Q: 3 clusters Score -695659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -695674.437500 Penalty: 4191.510742
	Iteration 67Q: 3 clusters Score -695674.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -695699.562500 Penalty: 4191.510742
	Iteration 68Q: 3 clusters Score -695699.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -695711.687500 Penalty: 4191.510742
	Iteration 69Q: 3 clusters Score -695711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -695717.187500 Penalty: 4191.510742
	Iteration 70Q: 3 clusters Score -695717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -695722.812500 Penalty: 4191.510742
	Iteration 71Q: 3 clusters Score -695722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -695729.250000 Penalty: 4191.510742
	Iteration 72Q: 3 clusters Score -695729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -695733.625000 Penalty: 4191.510742
	Iteration 73Q: 3 clusters Score -695733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -695738.125000 Penalty: 4191.510742
	Iteration 74Q: 3 clusters Score -695738.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -695739.125000 Penalty: 4191.510742
	Iteration 75Q: 3 clusters Score -695739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -695740.687500 Penalty: 4191.510742
	Iteration 76Q: 3 clusters Score -695740.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -695742.062500 Penalty: 4191.510742
	Iteration 77Q: 3 clusters Score -695742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -695741.062500 Penalty: 4191.510742
	Iteration 78Q: 3 clusters Score -695741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -695741.062500 Penalty: 4191.510742
	Iteration 79F: 3 clusters Score -695741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -285505.375000 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -285505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -282887.281250 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -282887.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -283448.781250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -283448.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -283706.218750 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -283706.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -284025.062500 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -284025.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -284233.312500 Penalty: 3778.896240
	Iteration 4F: 3 clusters Score -284233.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -284377.343750 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -284377.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -284468.062500 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -284468.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284532.812500 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -284532.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -284575.625000 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -284575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -284609.156250 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -284609.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284640.875000 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -284640.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -284665.375000 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -284665.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284678.156250 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -284678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -284687.625000 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -284687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284695.625000 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -284695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284700.843750 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -284700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284706.500000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -284706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284706.718750 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -284706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284708.093750 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -284708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284709.562500 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -284709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284715.656250 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -284715.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284722.625000 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -284722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284727.156250 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -284727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284729.875000 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -284729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284732.281250 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -284732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284733.843750 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -284733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284737.687500 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -284737.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284742.781250 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -284742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284750.125000 Penalty: 3778.896240
	Iteration 28Q: 3 clusters Score -284750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284759.531250 Penalty: 3778.896240
	Iteration 29Q: 3 clusters Score -284759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284765.937500 Penalty: 3778.896240
	Iteration 30Q: 3 clusters Score -284765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284769.343750 Penalty: 3778.896240
	Iteration 31Q: 3 clusters Score -284769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284769.687500 Penalty: 3778.896240
	Iteration 32Q: 3 clusters Score -284769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284769.687500 Penalty: 3778.896240
	Iteration 33F: 3 clusters Score -284769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Entering Unmasked Estep 
Score: -6272031.000000 Penalty: 2632.846191
	Iteration 0F: 2 clusters Score -6272031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -6244397.500000 Penalty: 5265.692383
	Iteration 0F: 3 clusters Score -6244398 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -6254515.000000 Penalty: 5265.692383
	Iteration 1F: 3 clusters Score -6254515 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6255029.500000 Penalty: 5265.692383
	Iteration 2Q: 3 clusters Score -6255030 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -6255576.500000 Penalty: 5265.692383
	Iteration 3Q: 3 clusters Score -6255576 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -6256180.500000 Penalty: 5265.692383
	Iteration 4Q: 3 clusters Score -6256180 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -6256992.000000 Penalty: 5265.692383
	Iteration 5Q: 3 clusters Score -6256992 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -6258180.500000 Penalty: 5265.692383
	Iteration 6F: 3 clusters Score -6258180 nChanged 2356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6259766 nChanged 2663
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6261911 nChanged 2793
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Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6264251 nChanged 2586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6266317.500000 Penalty: 5265.692383
	Iteration 10F: 3 clusters Score -6266318 nChanged 2010
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6267465 nChanged 1442
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Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -6267961.500000 Penalty: 5265.692383
	Iteration 12Q: 3 clusters Score -6267962 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6268282 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6268432 nChanged 438
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Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6268481 nChanged 308
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Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6268540 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -6268562.500000 Penalty: 5265.692383
	Iteration 17Q: 3 clusters Score -6268562 nChanged 168
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Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -6268578.500000 Penalty: 5265.692383
	Iteration 18Q: 3 clusters Score -6268578 nChanged 134
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Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6268598.500000 Penalty: 5265.692383
	Iteration 19Q: 3 clusters Score -6268598 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6268602.500000 Penalty: 5265.692383
	Iteration 20F: 3 clusters Score -6268602 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6268598 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6268608.000000 Penalty: 5265.692383
	Iteration 22Q: 3 clusters Score -6268608 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -6268621.500000 Penalty: 5265.692383
	Iteration 23Q: 3 clusters Score -6268622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6268619.500000 Penalty: 5265.692383
	Iteration 24Q: 3 clusters Score -6268620 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6268623.000000 Penalty: 5265.692383
	Iteration 25Q: 3 clusters Score -6268623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -6268603.500000 Penalty: 5265.692383
	Iteration 26Q: 3 clusters Score -6268604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -6268611.500000 Penalty: 5265.692383
	Iteration 27Q: 3 clusters Score -6268612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -6268613.500000 Penalty: 5265.692383
	Iteration 28Q: 3 clusters Score -6268614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -6268623.000000 Penalty: 5265.692383
	Iteration 29Q: 3 clusters Score -6268623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -6268623.500000 Penalty: 5265.692383
	Iteration 30Q: 3 clusters Score -6268624 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -6268622.000000 Penalty: 5265.692383
	Iteration 31Q: 3 clusters Score -6268622 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -6268612.500000 Penalty: 5265.692383
	Iteration 32Q: 3 clusters Score -6268612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6268614.000000 Penalty: 5265.692383
	Iteration 33Q: 3 clusters Score -6268614 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -6268610.000000 Penalty: 5265.692383
	Iteration 34Q: 3 clusters Score -6268610 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6268614 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6268605.500000 Penalty: 5265.692383
	Iteration 36Q: 3 clusters Score -6268606 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6268604 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6268604 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -6268618.500000 Penalty: 5265.692383
	Iteration 39Q: 3 clusters Score -6268618 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -6268623.500000 Penalty: 5265.692383
	Iteration 40F: 3 clusters Score -6268624 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -6268636.000000 Penalty: 5265.692383
	Iteration 41Q: 3 clusters Score -6268636 nChanged 24
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Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -6268632.500000 Penalty: 5265.692383
	Iteration 42Q: 3 clusters Score -6268632 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6268636 nChanged 20
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Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6268638.000000 Penalty: 5265.692383
	Iteration 44Q: 3 clusters Score -6268638 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6268640 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6268635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -6268649.000000 Penalty: 5265.692383
	Iteration 47Q: 3 clusters Score -6268649 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6268649 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6268656.000000 Penalty: 5265.692383
	Iteration 49Q: 3 clusters Score -6268656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -6268661.500000 Penalty: 5265.692383
	Iteration 50Q: 3 clusters Score -6268662 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6268661 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6268661 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6268661 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -6268641.500000 Penalty: 5265.692383
	Iteration 54Q: 3 clusters Score -6268642 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6268647 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19620 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6268648 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6268650.500000 Penalty: 5265.692383
	Iteration 57Q: 3 clusters Score -6268650 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6268655 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19693 members 
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Entering Unmasked Estep 
Score: -6268642.500000 Penalty: 5265.692383
	Iteration 59Q: 3 clusters Score -6268642 nChanged 31
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Mstep: Class 1 contains 19722 members 
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Entering Unmasked Estep 
Score: -6268662.500000 Penalty: 5265.692383
	Iteration 60F: 3 clusters Score -6268662 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6268650 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19769 members 
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Entering Unmasked Estep 
Score: -6268659.500000 Penalty: 5265.692383
	Iteration 62Q: 3 clusters Score -6268660 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6268647 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19824 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6268655 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6268660 nChanged 34
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Mstep: Class 1 contains 19885 members 
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Entering Unmasked Estep 
Score: -6268673.500000 Penalty: 5265.692383
	Iteration 66Q: 3 clusters Score -6268674 nChanged 34
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Mstep: Class 1 contains 19913 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6268672 nChanged 27
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Mstep: Class 1 contains 19936 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6268669 nChanged 25
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Mstep: Class 1 contains 19961 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6268670 nChanged 17
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Mstep: Class 1 contains 19978 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6268668 nChanged 20
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Mstep: Class 1 contains 19996 members 
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Entering Unmasked Estep 
Score: -6268652.500000 Penalty: 5265.692383
	Iteration 71Q: 3 clusters Score -6268652 nChanged 16
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6268666 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20032 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6268658 nChanged 36
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6268671 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20116 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6268662 nChanged 38
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Mstep: Class 1 contains 20152 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6268672 nChanged 39
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Mstep: Class 1 contains 20187 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6268669 nChanged 36
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6268662 nChanged 32
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Mstep: Class 2 contains 20546 members 
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	Iteration 79Q: 3 clusters Score -6268669 nChanged 30
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Mstep: Class 1 contains 20279 members 
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	Iteration 80F: 3 clusters Score -6268674 nChanged 45
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	Iteration 81Q: 3 clusters Score -6268672 nChanged 53
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6268690 nChanged 55
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	Iteration 83Q: 3 clusters Score -6268699 nChanged 57
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	Iteration 84Q: 3 clusters Score -6268706 nChanged 68
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	Iteration 85Q: 3 clusters Score -6268708 nChanged 78
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	Iteration 86Q: 3 clusters Score -6268735 nChanged 80
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	Iteration 87Q: 3 clusters Score -6268728 nChanged 107
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	Iteration 88Q: 3 clusters Score -6268738 nChanged 107
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Mstep: Class 2 contains 19896 members 
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	Iteration 89Q: 3 clusters Score -6268737 nChanged 122
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	Iteration 90Q: 3 clusters Score -6268766 nChanged 130
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	Iteration 91Q: 3 clusters Score -6268786 nChanged 135
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	Iteration 92Q: 3 clusters Score -6268795 nChanged 153
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	Iteration 93Q: 3 clusters Score -6268805 nChanged 157
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	Iteration 94Q: 3 clusters Score -6268822 nChanged 172
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	Iteration 95Q: 3 clusters Score -6268828 nChanged 175
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	Iteration 96Q: 3 clusters Score -6268870 nChanged 172
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	Iteration 97Q: 3 clusters Score -6268886 nChanged 204
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	Iteration 98Q: 3 clusters Score -6268914 nChanged 237
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Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6268984 nChanged 246
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Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6269252 nChanged 266
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Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6269314 nChanged 244
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Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6269389 nChanged 247
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Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6269421 nChanged 226
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Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25834 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6269533 nChanged 142
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Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6269566 nChanged 149
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Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6269640 nChanged 141
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Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6269662 nChanged 139
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Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6269680 nChanged 148
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Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27378 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27700 members 
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Mstep: Class 1 contains 27791 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 12914 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28084 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28138 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6269779 nChanged 59
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Mstep: Class 1 contains 28197 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6269786 nChanged 57
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6269797 nChanged 58
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Mstep: Class 1 contains 28310 members 
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	Iteration 139Q: 3 clusters Score -6269810 nChanged 57
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6269819 nChanged 51
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Mstep: Class 1 contains 28587 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6269836 nChanged 52
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Mstep: Class 1 contains 28639 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6269838 nChanged 49
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Mstep: Class 1 contains 28688 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6269824 nChanged 50
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Mstep: Class 1 contains 28734 members 
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	Iteration 144Q: 3 clusters Score -6269826 nChanged 40
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Mstep: Class 1 contains 28774 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6269824 nChanged 36
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Mstep: Class 1 contains 28810 members 
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	Iteration 146Q: 3 clusters Score -6269840 nChanged 34
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Mstep: Class 1 contains 28842 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6269846 nChanged 38
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Mstep: Class 1 contains 28878 members 
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	Iteration 148Q: 3 clusters Score -6269830 nChanged 38
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Mstep: Class 1 contains 28916 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6269838 nChanged 40
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Mstep: Class 1 contains 28956 members 
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	Iteration 150Q: 3 clusters Score -6269854 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28988 members 
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	Iteration 151Q: 3 clusters Score -6269854 nChanged 40
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Mstep: Class 1 contains 29028 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6269864 nChanged 36
Entering Unmasked Mstep 
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	Iteration 153Q: 3 clusters Score -6269873 nChanged 34
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Mstep: Class 1 contains 29096 members 
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	Iteration 154Q: 3 clusters Score -6269861 nChanged 36
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Mstep: Class 1 contains 29130 members 
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	Iteration 155Q: 3 clusters Score -6269870 nChanged 27
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Mstep: Class 1 contains 29155 members 
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	Iteration 156Q: 3 clusters Score -6269870 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29182 members 
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	Iteration 157Q: 3 clusters Score -6269870 nChanged 26
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	Iteration 158Q: 3 clusters Score -6269858 nChanged 18
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	Iteration 159Q: 3 clusters Score -6269852 nChanged 22
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Mstep: Class 2 contains 11547 members 
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	Iteration 160F: 3 clusters Score -6269862 nChanged 34
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	Iteration 161Q: 3 clusters Score -6269867 nChanged 38
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	Iteration 162Q: 3 clusters Score -6269856 nChanged 33
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	Iteration 163Q: 3 clusters Score -6269853 nChanged 31
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	Iteration 164Q: 3 clusters Score -6269861 nChanged 25
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	Iteration 165Q: 3 clusters Score -6269872 nChanged 21
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	Iteration 166Q: 3 clusters Score -6269881 nChanged 21
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	Iteration 168Q: 3 clusters Score -6269862 nChanged 30
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	Iteration 169Q: 3 clusters Score -6269874 nChanged 25
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	Iteration 170Q: 3 clusters Score -6269875 nChanged 23
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	Iteration 171Q: 3 clusters Score -6269885 nChanged 23
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	Iteration 173Q: 3 clusters Score -6269891 nChanged 24
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	Iteration 174Q: 3 clusters Score -6269890 nChanged 29
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	Iteration 175Q: 3 clusters Score -6269892 nChanged 22
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	Iteration 176Q: 3 clusters Score -6269895 nChanged 26
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	Iteration 179Q: 3 clusters Score -6269882 nChanged 23
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	Iteration 180F: 3 clusters Score -6269884 nChanged 23
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	Iteration 182Q: 3 clusters Score -6269888 nChanged 21
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	Iteration 183Q: 3 clusters Score -6269905 nChanged 12
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	Iteration 184Q: 3 clusters Score -6269906 nChanged 11
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	Iteration 185Q: 3 clusters Score -6269904 nChanged 10
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	Iteration 186Q: 3 clusters Score -6269908 nChanged 14
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	Iteration 189Q: 3 clusters Score -6269890 nChanged 13
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	Iteration 191Q: 3 clusters Score -6269898 nChanged 12
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Entering Unmasked Estep 
Score: -6269893.500000 Penalty: 5265.692383
	Iteration 192Q: 3 clusters Score -6269894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -6269888.000000 Penalty: 5265.692383
	Iteration 193Q: 3 clusters Score -6269888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6269902.000000 Penalty: 5265.692383
	Iteration 194Q: 3 clusters Score -6269902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -6269902.000000 Penalty: 5265.692383
	Iteration 195Q: 3 clusters Score -6269902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -6269897.500000 Penalty: 5265.692383
	Iteration 196Q: 3 clusters Score -6269898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6269894.500000 Penalty: 5265.692383
	Iteration 197Q: 3 clusters Score -6269894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -6269895.500000 Penalty: 5265.692383
	Iteration 198Q: 3 clusters Score -6269896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6269894.500000 Penalty: 5265.692383
	Iteration 199Q: 3 clusters Score -6269894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -6269896.000000 Penalty: 5265.692383
	Iteration 200F: 3 clusters Score -6269896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -6269898.500000 Penalty: 5265.692383
	Iteration 201Q: 3 clusters Score -6269898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6269896.000000 Penalty: 5265.692383
	Iteration 202Q: 3 clusters Score -6269896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -6269897.500000 Penalty: 5265.692383
	Iteration 203Q: 3 clusters Score -6269898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -6269902.000000 Penalty: 5265.692383
	Iteration 204Q: 3 clusters Score -6269902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -6269902.000000 Penalty: 5265.692383
	Iteration 205F: 3 clusters Score -6269902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Entering Unmasked Estep 
Score: -16815526.000000 Penalty: 2876.557129
	Iteration 0F: 2 clusters Score -1.681553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -16746755.000000 Penalty: 5753.114258
	Iteration 0F: 3 clusters Score -1.674676e+07 nChanged 51516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -16776097.000000 Penalty: 5753.114258
	Iteration 1F: 3 clusters Score -1.67761e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -16777192.000000 Penalty: 5753.114258
	Iteration 2Q: 3 clusters Score -1.677719e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -16778658.000000 Penalty: 5753.114258
	Iteration 3Q: 3 clusters Score -1.677866e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -16780218.000000 Penalty: 5753.114258
	Iteration 4Q: 3 clusters Score -1.678022e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -16782278.000000 Penalty: 5753.114258
	Iteration 5Q: 3 clusters Score -1.678228e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -16785360.000000 Penalty: 5753.114258
	Iteration 6F: 3 clusters Score -1.678536e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -16789766.000000 Penalty: 5753.114258
	Iteration 7F: 3 clusters Score -1.678977e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -16794886.000000 Penalty: 5753.114258
	Iteration 8F: 3 clusters Score -1.679489e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -16799938.000000 Penalty: 5753.114258
	Iteration 9F: 3 clusters Score -1.679994e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -16803092.000000 Penalty: 5753.114258
	Iteration 10F: 3 clusters Score -1.680309e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -16804644.000000 Penalty: 5753.114258
	Iteration 11Q: 3 clusters Score -1.680464e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -16805414.000000 Penalty: 5753.114258
	Iteration 12Q: 3 clusters Score -1.680541e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -16806062.000000 Penalty: 5753.114258
	Iteration 13Q: 3 clusters Score -1.680606e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -16806656.000000 Penalty: 5753.114258
	Iteration 14Q: 3 clusters Score -1.680666e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -16807254.000000 Penalty: 5753.114258
	Iteration 15Q: 3 clusters Score -1.680725e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -16807942.000000 Penalty: 5753.114258
	Iteration 16Q: 3 clusters Score -1.680794e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -16808592.000000 Penalty: 5753.114258
	Iteration 17Q: 3 clusters Score -1.680859e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 83314 members 
Entering Unmasked Estep 
Score: -16809178.000000 Penalty: 5753.114258
	Iteration 18Q: 3 clusters Score -1.680918e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -16809838.000000 Penalty: 5753.114258
	Iteration 19Q: 3 clusters Score -1.680984e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -16810518.000000 Penalty: 5753.114258
	Iteration 20F: 3 clusters Score -1.681052e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -16811234.000000 Penalty: 5753.114258
	Iteration 21Q: 3 clusters Score -1.681123e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -16811820.000000 Penalty: 5753.114258
	Iteration 22Q: 3 clusters Score -1.681182e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -16812366.000000 Penalty: 5753.114258
	Iteration 23Q: 3 clusters Score -1.681237e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -16812746.000000 Penalty: 5753.114258
	Iteration 24Q: 3 clusters Score -1.681275e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -16813136.000000 Penalty: 5753.114258
	Iteration 25Q: 3 clusters Score -1.681314e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -16813410.000000 Penalty: 5753.114258
	Iteration 26Q: 3 clusters Score -1.681341e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -16813588.000000 Penalty: 5753.114258
	Iteration 27Q: 3 clusters Score -1.681359e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -16813830.000000 Penalty: 5753.114258
	Iteration 28Q: 3 clusters Score -1.681383e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -16814090.000000 Penalty: 5753.114258
	Iteration 29Q: 3 clusters Score -1.681409e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -16814314.000000 Penalty: 5753.114258
	Iteration 30Q: 3 clusters Score -1.681431e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -16814658.000000 Penalty: 5753.114258
	Iteration 31Q: 3 clusters Score -1.681466e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -16814816.000000 Penalty: 5753.114258
	Iteration 32Q: 3 clusters Score -1.681482e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -16814942.000000 Penalty: 5753.114258
	Iteration 33Q: 3 clusters Score -1.681494e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -16815094.000000 Penalty: 5753.114258
	Iteration 34Q: 3 clusters Score -1.681509e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -16815188.000000 Penalty: 5753.114258
	Iteration 35Q: 3 clusters Score -1.681519e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -16815270.000000 Penalty: 5753.114258
	Iteration 36Q: 3 clusters Score -1.681527e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -16815320.000000 Penalty: 5753.114258
	Iteration 37Q: 3 clusters Score -1.681532e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -16815140.000000 Penalty: 5753.114258
	Iteration 38Q: 3 clusters Score -1.681514e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -16814934.000000 Penalty: 5753.114258
	Iteration 39Q: 3 clusters Score -1.681493e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -16814802.000000 Penalty: 5753.114258
	Iteration 40F: 3 clusters Score -1.68148e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -16814638.000000 Penalty: 5753.114258
	Iteration 41Q: 3 clusters Score -1.681464e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -16814382.000000 Penalty: 5753.114258
	Iteration 42Q: 3 clusters Score -1.681438e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -16814240.000000 Penalty: 5753.114258
	Iteration 43Q: 3 clusters Score -1.681424e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -16814108.000000 Penalty: 5753.114258
	Iteration 44Q: 3 clusters Score -1.681411e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -16813986.000000 Penalty: 5753.114258
	Iteration 45Q: 3 clusters Score -1.681399e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -16813950.000000 Penalty: 5753.114258
	Iteration 46Q: 3 clusters Score -1.681395e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 107528 members 
Entering Unmasked Estep 
Score: -16813894.000000 Penalty: 5753.114258
	Iteration 47Q: 3 clusters Score -1.681389e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -16813856.000000 Penalty: 5753.114258
	Iteration 48Q: 3 clusters Score -1.681386e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -16813766.000000 Penalty: 5753.114258
	Iteration 49Q: 3 clusters Score -1.681377e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -16813732.000000 Penalty: 5753.114258
	Iteration 50Q: 3 clusters Score -1.681373e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -16813726.000000 Penalty: 5753.114258
	Iteration 51Q: 3 clusters Score -1.681373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -16813740.000000 Penalty: 5753.114258
	Iteration 52Q: 3 clusters Score -1.681374e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 108158 members 
Entering Unmasked Estep 
Score: -16813726.000000 Penalty: 5753.114258
	Iteration 53Q: 3 clusters Score -1.681373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 108180 members 
Entering Unmasked Estep 
Score: -16813730.000000 Penalty: 5753.114258
	Iteration 54Q: 3 clusters Score -1.681373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -16813708.000000 Penalty: 5753.114258
	Iteration 55Q: 3 clusters Score -1.681371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -16813706.000000 Penalty: 5753.114258
	Iteration 56Q: 3 clusters Score -1.681371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -16813706.000000 Penalty: 5753.114258
	Iteration 57Q: 3 clusters Score -1.681371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -16813696.000000 Penalty: 5753.114258
	Iteration 58Q: 3 clusters Score -1.68137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -16813710.000000 Penalty: 5753.114258
	Iteration 59Q: 3 clusters Score -1.681371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -16813712.000000 Penalty: 5753.114258
	Iteration 60F: 3 clusters Score -1.681371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -16813720.000000 Penalty: 5753.114258
	Iteration 61Q: 3 clusters Score -1.681372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -16813708.000000 Penalty: 5753.114258
	Iteration 62Q: 3 clusters Score -1.681371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -16813698.000000 Penalty: 5753.114258
	Iteration 63Q: 3 clusters Score -1.68137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -16813698.000000 Penalty: 5753.114258
	Iteration 64Q: 3 clusters Score -1.68137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -16813694.000000 Penalty: 5753.114258
	Iteration 65Q: 3 clusters Score -1.681369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -16813690.000000 Penalty: 5753.114258
	Iteration 66Q: 3 clusters Score -1.681369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -16813690.000000 Penalty: 5753.114258
	Iteration 67F: 3 clusters Score -1.681369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -475309.343750 Penalty: 1996.495361
	Iteration 0F: 2 clusters Score -475309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -471960.031250 Penalty: 3992.990723
	Iteration 0F: 3 clusters Score -471960 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -472674.812500 Penalty: 3992.990723
	Iteration 1F: 3 clusters Score -472674.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -472861.625000 Penalty: 3992.990723
	Iteration 2F: 3 clusters Score -472861.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -472957.812500 Penalty: 3992.990723
	Iteration 3Q: 3 clusters Score -472957.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -473003.218750 Penalty: 3992.990723
	Iteration 4Q: 3 clusters Score -473003.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -473032.156250 Penalty: 3992.990723
	Iteration 5Q: 3 clusters Score -473032.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -473054.250000 Penalty: 3992.990723
	Iteration 6Q: 3 clusters Score -473054.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -473072.156250 Penalty: 3992.990723
	Iteration 7Q: 3 clusters Score -473072.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -473086.593750 Penalty: 3992.990723
	Iteration 8Q: 3 clusters Score -473086.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -473098.156250 Penalty: 3992.990723
	Iteration 9Q: 3 clusters Score -473098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473105.281250 Penalty: 3992.990723
	Iteration 10Q: 3 clusters Score -473105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -473109.906250 Penalty: 3992.990723
	Iteration 11Q: 3 clusters Score -473109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -473116.156250 Penalty: 3992.990723
	Iteration 12Q: 3 clusters Score -473116.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -473122.750000 Penalty: 3992.990723
	Iteration 13Q: 3 clusters Score -473122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -473129.562500 Penalty: 3992.990723
	Iteration 14Q: 3 clusters Score -473129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -473134.187500 Penalty: 3992.990723
	Iteration 15Q: 3 clusters Score -473134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -473141.062500 Penalty: 3992.990723
	Iteration 16Q: 3 clusters Score -473141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -473146.843750 Penalty: 3992.990723
	Iteration 17Q: 3 clusters Score -473146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -473149.718750 Penalty: 3992.990723
	Iteration 18Q: 3 clusters Score -473149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -473151.656250 Penalty: 3992.990723
	Iteration 19Q: 3 clusters Score -473151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -473154.781250 Penalty: 3992.990723
	Iteration 20F: 3 clusters Score -473154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -473158.062500 Penalty: 3992.990723
	Iteration 21Q: 3 clusters Score -473158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -473162.500000 Penalty: 3992.990723
	Iteration 22Q: 3 clusters Score -473162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -473165.562500 Penalty: 3992.990723
	Iteration 23Q: 3 clusters Score -473165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -473168.218750 Penalty: 3992.990723
	Iteration 24Q: 3 clusters Score -473168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -473171.156250 Penalty: 3992.990723
	Iteration 25Q: 3 clusters Score -473171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -473173.031250 Penalty: 3992.990723
	Iteration 26Q: 3 clusters Score -473173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -473174.593750 Penalty: 3992.990723
	Iteration 27Q: 3 clusters Score -473174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -473175.468750 Penalty: 3992.990723
	Iteration 28Q: 3 clusters Score -473175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -473177.031250 Penalty: 3992.990723
	Iteration 29Q: 3 clusters Score -473177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -473177.812500 Penalty: 3992.990723
	Iteration 30Q: 3 clusters Score -473177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -473178.312500 Penalty: 3992.990723
	Iteration 31Q: 3 clusters Score -473178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -473179.625000 Penalty: 3992.990723
	Iteration 32Q: 3 clusters Score -473179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -473181.000000 Penalty: 3992.990723
	Iteration 33Q: 3 clusters Score -473181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -473181.000000 Penalty: 3992.990723
	Iteration 34F: 3 clusters Score -473181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -434068.156250 Penalty: 2009.966553
	Iteration 0F: 2 clusters Score -434068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -430617.250000 Penalty: 4019.933105
	Iteration 0F: 3 clusters Score -430617.2 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -431320.250000 Penalty: 4019.933105
	Iteration 1F: 3 clusters Score -431320.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -431496.812500 Penalty: 4019.933105
	Iteration 2F: 3 clusters Score -431496.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -431631.687500 Penalty: 4019.933105
	Iteration 3F: 3 clusters Score -431631.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -431747.593750 Penalty: 4019.933105
	Iteration 4Q: 3 clusters Score -431747.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -431860.656250 Penalty: 4019.933105
	Iteration 5Q: 3 clusters Score -431860.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -431985.593750 Penalty: 4019.933105
	Iteration 6Q: 3 clusters Score -431985.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -432148.656250 Penalty: 4019.933105
	Iteration 7Q: 3 clusters Score -432148.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -432311.250000 Penalty: 4019.933105
	Iteration 8Q: 3 clusters Score -432311.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -432456.531250 Penalty: 4019.933105
	Iteration 9Q: 3 clusters Score -432456.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -432609.562500 Penalty: 4019.933105
	Iteration 10Q: 3 clusters Score -432609.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -432759.312500 Penalty: 4019.933105
	Iteration 11Q: 3 clusters Score -432759.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -432896.281250 Penalty: 4019.933105
	Iteration 12Q: 3 clusters Score -432896.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -433019.593750 Penalty: 4019.933105
	Iteration 13Q: 3 clusters Score -433019.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -433108.843750 Penalty: 4019.933105
	Iteration 14Q: 3 clusters Score -433108.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -433174.156250 Penalty: 4019.933105
	Iteration 15Q: 3 clusters Score -433174.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -433226.125000 Penalty: 4019.933105
	Iteration 16Q: 3 clusters Score -433226.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -433256.562500 Penalty: 4019.933105
	Iteration 17Q: 3 clusters Score -433256.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -433283.031250 Penalty: 4019.933105
	Iteration 18Q: 3 clusters Score -433283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -433310.343750 Penalty: 4019.933105
	Iteration 19Q: 3 clusters Score -433310.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -433330.906250 Penalty: 4019.933105
	Iteration 20F: 3 clusters Score -433330.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -433356.093750 Penalty: 4019.933105
	Iteration 21Q: 3 clusters Score -433356.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -433365.625000 Penalty: 4019.933105
	Iteration 22Q: 3 clusters Score -433365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -433371.062500 Penalty: 4019.933105
	Iteration 23Q: 3 clusters Score -433371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -433376.156250 Penalty: 4019.933105
	Iteration 24Q: 3 clusters Score -433376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -433377.343750 Penalty: 4019.933105
	Iteration 25Q: 3 clusters Score -433377.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -433377.343750 Penalty: 4019.933105
	Iteration 26F: 3 clusters Score -433377.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Entering Unmasked Estep 
Score: -1276448.875000 Penalty: 2243.187744
	Iteration 0F: 2 clusters Score -1276449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1269713.375000 Penalty: 4486.375488
	Iteration 0F: 3 clusters Score -1269713 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1271519.750000 Penalty: 4486.375488
	Iteration 1F: 3 clusters Score -1271520 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1271770.875000 Penalty: 4486.375488
	Iteration 2F: 3 clusters Score -1271771 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1271924.250000 Penalty: 4486.375488
	Iteration 3Q: 3 clusters Score -1271924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1272026.750000 Penalty: 4486.375488
	Iteration 4Q: 3 clusters Score -1272027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1272103.125000 Penalty: 4486.375488
	Iteration 5Q: 3 clusters Score -1272103 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1272164.375000 Penalty: 4486.375488
	Iteration 6Q: 3 clusters Score -1272164 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1272213.000000 Penalty: 4486.375488
	Iteration 7Q: 3 clusters Score -1272213 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1272253.875000 Penalty: 4486.375488
	Iteration 8Q: 3 clusters Score -1272254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1272287.875000 Penalty: 4486.375488
	Iteration 9Q: 3 clusters Score -1272288 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1272314.500000 Penalty: 4486.375488
	Iteration 10Q: 3 clusters Score -1272314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1272331.750000 Penalty: 4486.375488
	Iteration 11Q: 3 clusters Score -1272332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1272350.000000 Penalty: 4486.375488
	Iteration 12Q: 3 clusters Score -1272350 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1272365.625000 Penalty: 4486.375488
	Iteration 13Q: 3 clusters Score -1272366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1272375.875000 Penalty: 4486.375488
	Iteration 14Q: 3 clusters Score -1272376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1272383.875000 Penalty: 4486.375488
	Iteration 15Q: 3 clusters Score -1272384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1272392.125000 Penalty: 4486.375488
	Iteration 16Q: 3 clusters Score -1272392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1272403.000000 Penalty: 4486.375488
	Iteration 17Q: 3 clusters Score -1272403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1272414.375000 Penalty: 4486.375488
	Iteration 18Q: 3 clusters Score -1272414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1272422.375000 Penalty: 4486.375488
	Iteration 19Q: 3 clusters Score -1272422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1272437.125000 Penalty: 4486.375488
	Iteration 20F: 3 clusters Score -1272437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1272450.000000 Penalty: 4486.375488
	Iteration 21Q: 3 clusters Score -1272450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1272461.125000 Penalty: 4486.375488
	Iteration 22Q: 3 clusters Score -1272461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1272468.500000 Penalty: 4486.375488
	Iteration 23Q: 3 clusters Score -1272468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1272475.375000 Penalty: 4486.375488
	Iteration 24Q: 3 clusters Score -1272475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1272478.250000 Penalty: 4486.375488
	Iteration 25Q: 3 clusters Score -1272478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1272479.375000 Penalty: 4486.375488
	Iteration 26Q: 3 clusters Score -1272479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1272491.250000 Penalty: 4486.375488
	Iteration 27Q: 3 clusters Score -1272491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1272498.250000 Penalty: 4486.375488
	Iteration 28Q: 3 clusters Score -1272498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1272507.750000 Penalty: 4486.375488
	Iteration 29Q: 3 clusters Score -1272508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1272519.500000 Penalty: 4486.375488
	Iteration 30Q: 3 clusters Score -1272520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1272526.875000 Penalty: 4486.375488
	Iteration 31Q: 3 clusters Score -1272527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1272539.875000 Penalty: 4486.375488
	Iteration 32Q: 3 clusters Score -1272540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1272548.000000 Penalty: 4486.375488
	Iteration 33Q: 3 clusters Score -1272548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1272567.500000 Penalty: 4486.375488
	Iteration 34Q: 3 clusters Score -1272568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1272591.375000 Penalty: 4486.375488
	Iteration 35Q: 3 clusters Score -1272591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1272616.875000 Penalty: 4486.375488
	Iteration 36Q: 3 clusters Score -1272617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1272639.375000 Penalty: 4486.375488
	Iteration 37Q: 3 clusters Score -1272639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1272671.250000 Penalty: 4486.375488
	Iteration 38Q: 3 clusters Score -1272671 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1272708.375000 Penalty: 4486.375488
	Iteration 39Q: 3 clusters Score -1272708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1272759.750000 Penalty: 4486.375488
	Iteration 40F: 3 clusters Score -1272760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1272816.125000 Penalty: 4486.375488
	Iteration 41Q: 3 clusters Score -1272816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1272871.750000 Penalty: 4486.375488
	Iteration 42Q: 3 clusters Score -1272872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1272941.500000 Penalty: 4486.375488
	Iteration 43Q: 3 clusters Score -1272942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1273036.625000 Penalty: 4486.375488
	Iteration 44Q: 3 clusters Score -1273037 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1273156.875000 Penalty: 4486.375488
	Iteration 45Q: 3 clusters Score -1273157 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1273306.375000 Penalty: 4486.375488
	Iteration 46Q: 3 clusters Score -1273306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1273466.750000 Penalty: 4486.375488
	Iteration 47Q: 3 clusters Score -1273467 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1273629.875000 Penalty: 4486.375488
	Iteration 48Q: 3 clusters Score -1273630 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1273788.250000 Penalty: 4486.375488
	Iteration 49Q: 3 clusters Score -1273788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1273957.250000 Penalty: 4486.375488
	Iteration 50Q: 3 clusters Score -1273957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1274081.000000 Penalty: 4486.375488
	Iteration 51Q: 3 clusters Score -1274081 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1274191.750000 Penalty: 4486.375488
	Iteration 52Q: 3 clusters Score -1274192 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1274272.375000 Penalty: 4486.375488
	Iteration 53Q: 3 clusters Score -1274272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1274349.875000 Penalty: 4486.375488
	Iteration 54Q: 3 clusters Score -1274350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1274397.875000 Penalty: 4486.375488
	Iteration 55Q: 3 clusters Score -1274398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1274437.125000 Penalty: 4486.375488
	Iteration 56Q: 3 clusters Score -1274437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1274460.375000 Penalty: 4486.375488
	Iteration 57Q: 3 clusters Score -1274460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1274478.000000 Penalty: 4486.375488
	Iteration 58Q: 3 clusters Score -1274478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1274493.125000 Penalty: 4486.375488
	Iteration 59Q: 3 clusters Score -1274493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1274500.375000 Penalty: 4486.375488
	Iteration 60F: 3 clusters Score -1274500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1274510.375000 Penalty: 4486.375488
	Iteration 61Q: 3 clusters Score -1274510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1274513.250000 Penalty: 4486.375488
	Iteration 62Q: 3 clusters Score -1274513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1274517.125000 Penalty: 4486.375488
	Iteration 63Q: 3 clusters Score -1274517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1274519.125000 Penalty: 4486.375488
	Iteration 64Q: 3 clusters Score -1274519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1274521.125000 Penalty: 4486.375488
	Iteration 65Q: 3 clusters Score -1274521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1274522.250000 Penalty: 4486.375488
	Iteration 66Q: 3 clusters Score -1274522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1274522.250000 Penalty: 4486.375488
	Iteration 67F: 3 clusters Score -1274522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -1939633.500000 Penalty: 2363.825439
	Iteration 0F: 2 clusters Score -1939634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1929499.875000 Penalty: 4727.650879
	Iteration 0F: 3 clusters Score -1929500 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1932648.000000 Penalty: 4727.650879
	Iteration 1F: 3 clusters Score -1932648 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1933092.250000 Penalty: 4727.650879
	Iteration 2F: 3 clusters Score -1933092 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1933500.125000 Penalty: 4727.650879
	Iteration 3F: 3 clusters Score -1933500 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1933912.250000 Penalty: 4727.650879
	Iteration 4F: 3 clusters Score -1933912 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1934308.625000 Penalty: 4727.650879
	Iteration 5Q: 3 clusters Score -1934309 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1934736.125000 Penalty: 4727.650879
	Iteration 6Q: 3 clusters Score -1934736 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1935146.125000 Penalty: 4727.650879
	Iteration 7F: 3 clusters Score -1935146 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1935520.000000 Penalty: 4727.650879
	Iteration 8Q: 3 clusters Score -1935520 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1935792.625000 Penalty: 4727.650879
	Iteration 9Q: 3 clusters Score -1935793 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1935999.750000 Penalty: 4727.650879
	Iteration 10Q: 3 clusters Score -1936000 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1936149.125000 Penalty: 4727.650879
	Iteration 11Q: 3 clusters Score -1936149 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1936273.125000 Penalty: 4727.650879
	Iteration 12Q: 3 clusters Score -1936273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1936386.500000 Penalty: 4727.650879
	Iteration 13Q: 3 clusters Score -1936386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1936497.375000 Penalty: 4727.650879
	Iteration 14Q: 3 clusters Score -1936497 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1936565.750000 Penalty: 4727.650879
	Iteration 15Q: 3 clusters Score -1936566 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1936625.500000 Penalty: 4727.650879
	Iteration 16Q: 3 clusters Score -1936626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1936687.125000 Penalty: 4727.650879
	Iteration 17Q: 3 clusters Score -1936687 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1936747.125000 Penalty: 4727.650879
	Iteration 18Q: 3 clusters Score -1936747 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1936794.875000 Penalty: 4727.650879
	Iteration 19Q: 3 clusters Score -1936795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1936845.250000 Penalty: 4727.650879
	Iteration 20F: 3 clusters Score -1936845 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1936894.625000 Penalty: 4727.650879
	Iteration 21Q: 3 clusters Score -1936895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1936950.375000 Penalty: 4727.650879
	Iteration 22Q: 3 clusters Score -1936950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1936998.000000 Penalty: 4727.650879
	Iteration 23Q: 3 clusters Score -1936998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1937059.000000 Penalty: 4727.650879
	Iteration 24Q: 3 clusters Score -1937059 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1937124.625000 Penalty: 4727.650879
	Iteration 25Q: 3 clusters Score -1937125 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1937185.375000 Penalty: 4727.650879
	Iteration 26Q: 3 clusters Score -1937185 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1937246.500000 Penalty: 4727.650879
	Iteration 27Q: 3 clusters Score -1937246 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1937319.000000 Penalty: 4727.650879
	Iteration 28Q: 3 clusters Score -1937319 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1937407.000000 Penalty: 4727.650879
	Iteration 29Q: 3 clusters Score -1937407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1937480.625000 Penalty: 4727.650879
	Iteration 30Q: 3 clusters Score -1937481 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1937563.375000 Penalty: 4727.650879
	Iteration 31Q: 3 clusters Score -1937563 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1937645.625000 Penalty: 4727.650879
	Iteration 32Q: 3 clusters Score -1937646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1937718.375000 Penalty: 4727.650879
	Iteration 33Q: 3 clusters Score -1937718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1937787.625000 Penalty: 4727.650879
	Iteration 34Q: 3 clusters Score -1937788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1937858.625000 Penalty: 4727.650879
	Iteration 35Q: 3 clusters Score -1937859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1937909.625000 Penalty: 4727.650879
	Iteration 36Q: 3 clusters Score -1937910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1937945.500000 Penalty: 4727.650879
	Iteration 37Q: 3 clusters Score -1937946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1937989.250000 Penalty: 4727.650879
	Iteration 38Q: 3 clusters Score -1937989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1938027.750000 Penalty: 4727.650879
	Iteration 39Q: 3 clusters Score -1938028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1938057.625000 Penalty: 4727.650879
	Iteration 40F: 3 clusters Score -1938058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1938070.000000 Penalty: 4727.650879
	Iteration 41Q: 3 clusters Score -1938070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1938086.125000 Penalty: 4727.650879
	Iteration 42Q: 3 clusters Score -1938086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1938105.625000 Penalty: 4727.650879
	Iteration 43Q: 3 clusters Score -1938106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1938127.125000 Penalty: 4727.650879
	Iteration 44Q: 3 clusters Score -1938127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1938159.750000 Penalty: 4727.650879
	Iteration 45Q: 3 clusters Score -1938160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1938172.250000 Penalty: 4727.650879
	Iteration 46Q: 3 clusters Score -1938172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1938188.875000 Penalty: 4727.650879
	Iteration 47Q: 3 clusters Score -1938189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1938207.250000 Penalty: 4727.650879
	Iteration 48Q: 3 clusters Score -1938207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1938227.125000 Penalty: 4727.650879
	Iteration 49Q: 3 clusters Score -1938227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1938244.625000 Penalty: 4727.650879
	Iteration 50Q: 3 clusters Score -1938245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1938260.000000 Penalty: 4727.650879
	Iteration 51Q: 3 clusters Score -1938260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1938265.750000 Penalty: 4727.650879
	Iteration 52Q: 3 clusters Score -1938266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1938273.625000 Penalty: 4727.650879
	Iteration 53Q: 3 clusters Score -1938274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1938277.875000 Penalty: 4727.650879
	Iteration 54Q: 3 clusters Score -1938278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1938281.375000 Penalty: 4727.650879
	Iteration 55Q: 3 clusters Score -1938281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1938281.875000 Penalty: 4727.650879
	Iteration 56Q: 3 clusters Score -1938282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1938285.500000 Penalty: 4727.650879
	Iteration 57Q: 3 clusters Score -1938286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1938288.500000 Penalty: 4727.650879
	Iteration 58Q: 3 clusters Score -1938288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1938292.375000 Penalty: 4727.650879
	Iteration 59Q: 3 clusters Score -1938292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1938290.625000 Penalty: 4727.650879
	Iteration 60F: 3 clusters Score -1938291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1938298.625000 Penalty: 4727.650879
	Iteration 61Q: 3 clusters Score -1938299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1938298.875000 Penalty: 4727.650879
	Iteration 62Q: 3 clusters Score -1938299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1938299.625000 Penalty: 4727.650879
	Iteration 63Q: 3 clusters Score -1938300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1938298.625000 Penalty: 4727.650879
	Iteration 64Q: 3 clusters Score -1938299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1938299.625000 Penalty: 4727.650879
	Iteration 65Q: 3 clusters Score -1938300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1938301.125000 Penalty: 4727.650879
	Iteration 66Q: 3 clusters Score -1938301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1938302.500000 Penalty: 4727.650879
	Iteration 67Q: 3 clusters Score -1938302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1938302.250000 Penalty: 4727.650879
	Iteration 68Q: 3 clusters Score -1938302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1938302.375000 Penalty: 4727.650879
	Iteration 69Q: 3 clusters Score -1938302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1938303.125000 Penalty: 4727.650879
	Iteration 70Q: 3 clusters Score -1938303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1938303.125000 Penalty: 4727.650879
	Iteration 71F: 3 clusters Score -1938303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20639.496094 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20639.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20750.699219 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20821.742188 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -20821.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20946.630859 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20946.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20960.199219 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20960.199219 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -20960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 2605.358643
	Iteration 0F: 2 clusters Score -5535228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5510394.500000 Penalty: 5210.717285
	Iteration 0F: 3 clusters Score -5510394 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5519658.000000 Penalty: 5210.717285
	Iteration 1F: 3 clusters Score -5519658 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5520284.000000 Penalty: 5210.717285
	Iteration 2Q: 3 clusters Score -5520284 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -5520892.500000 Penalty: 5210.717285
	Iteration 3Q: 3 clusters Score -5520892 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5521609.500000 Penalty: 5210.717285
	Iteration 4Q: 3 clusters Score -5521610 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5522360.000000 Penalty: 5210.717285
	Iteration 5Q: 3 clusters Score -5522360 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5523212.500000 Penalty: 5210.717285
	Iteration 6Q: 3 clusters Score -5523212 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -5524166.500000 Penalty: 5210.717285
	Iteration 7F: 3 clusters Score -5524166 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5525174.500000 Penalty: 5210.717285
	Iteration 8Q: 3 clusters Score -5525174 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5526186.000000 Penalty: 5210.717285
	Iteration 9Q: 3 clusters Score -5526186 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5527273.000000 Penalty: 5210.717285
	Iteration 10Q: 3 clusters Score -5527273 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5528129.500000 Penalty: 5210.717285
	Iteration 11Q: 3 clusters Score -5528130 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -5528737.500000 Penalty: 5210.717285
	Iteration 12Q: 3 clusters Score -5528738 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5529010.000000 Penalty: 5210.717285
	Iteration 13Q: 3 clusters Score -5529010 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -5529178.500000 Penalty: 5210.717285
	Iteration 14Q: 3 clusters Score -5529178 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5529295.500000 Penalty: 5210.717285
	Iteration 15Q: 3 clusters Score -5529296 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5529407.000000 Penalty: 5210.717285
	Iteration 16Q: 3 clusters Score -5529407 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5529491.500000 Penalty: 5210.717285
	Iteration 17Q: 3 clusters Score -5529492 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5529571.000000 Penalty: 5210.717285
	Iteration 18Q: 3 clusters Score -5529571 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5529627.500000 Penalty: 5210.717285
	Iteration 19Q: 3 clusters Score -5529628 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5529663.000000 Penalty: 5210.717285
	Iteration 20F: 3 clusters Score -5529663 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5529711.500000 Penalty: 5210.717285
	Iteration 21Q: 3 clusters Score -5529712 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5529782.000000 Penalty: 5210.717285
	Iteration 22Q: 3 clusters Score -5529782 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5529828.500000 Penalty: 5210.717285
	Iteration 23Q: 3 clusters Score -5529828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5529855.500000 Penalty: 5210.717285
	Iteration 24Q: 3 clusters Score -5529856 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5529898.000000 Penalty: 5210.717285
	Iteration 25Q: 3 clusters Score -5529898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5529930.000000 Penalty: 5210.717285
	Iteration 26Q: 3 clusters Score -5529930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5529973.000000 Penalty: 5210.717285
	Iteration 27Q: 3 clusters Score -5529973 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5530011.500000 Penalty: 5210.717285
	Iteration 28Q: 3 clusters Score -5530012 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5530043.000000 Penalty: 5210.717285
	Iteration 29Q: 3 clusters Score -5530043 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5530085.500000 Penalty: 5210.717285
	Iteration 30Q: 3 clusters Score -5530086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5530142.500000 Penalty: 5210.717285
	Iteration 31Q: 3 clusters Score -5530142 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5530203.500000 Penalty: 5210.717285
	Iteration 32Q: 3 clusters Score -5530204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5530273.500000 Penalty: 5210.717285
	Iteration 33Q: 3 clusters Score -5530274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5530356.000000 Penalty: 5210.717285
	Iteration 34Q: 3 clusters Score -5530356 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5530451.500000 Penalty: 5210.717285
	Iteration 35Q: 3 clusters Score -5530452 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5530506.000000 Penalty: 5210.717285
	Iteration 36Q: 3 clusters Score -5530506 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5530565.500000 Penalty: 5210.717285
	Iteration 37Q: 3 clusters Score -5530566 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5530626.000000 Penalty: 5210.717285
	Iteration 38Q: 3 clusters Score -5530626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5530689.000000 Penalty: 5210.717285
	Iteration 39Q: 3 clusters Score -5530689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5530748.500000 Penalty: 5210.717285
	Iteration 40F: 3 clusters Score -5530748 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -5530800.500000 Penalty: 5210.717285
	Iteration 41Q: 3 clusters Score -5530800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5530853.000000 Penalty: 5210.717285
	Iteration 42Q: 3 clusters Score -5530853 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5530883.500000 Penalty: 5210.717285
	Iteration 43Q: 3 clusters Score -5530884 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5530934.500000 Penalty: 5210.717285
	Iteration 44Q: 3 clusters Score -5530934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5530967.500000 Penalty: 5210.717285
	Iteration 45Q: 3 clusters Score -5530968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5531006.500000 Penalty: 5210.717285
	Iteration 46Q: 3 clusters Score -5531006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5531041.500000 Penalty: 5210.717285
	Iteration 47Q: 3 clusters Score -5531042 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5531071.000000 Penalty: 5210.717285
	Iteration 48Q: 3 clusters Score -5531071 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5531093.000000 Penalty: 5210.717285
	Iteration 49Q: 3 clusters Score -5531093 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5531128.500000 Penalty: 5210.717285
	Iteration 50Q: 3 clusters Score -5531128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -5531170.000000 Penalty: 5210.717285
	Iteration 51Q: 3 clusters Score -5531170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -5531197.000000 Penalty: 5210.717285
	Iteration 52Q: 3 clusters Score -5531197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5531220.000000 Penalty: 5210.717285
	Iteration 53Q: 3 clusters Score -5531220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5531225.500000 Penalty: 5210.717285
	Iteration 54Q: 3 clusters Score -5531226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5531263.000000 Penalty: 5210.717285
	Iteration 55Q: 3 clusters Score -5531263 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -5531289.500000 Penalty: 5210.717285
	Iteration 56Q: 3 clusters Score -5531290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5531322.500000 Penalty: 5210.717285
	Iteration 57Q: 3 clusters Score -5531322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -5531354.500000 Penalty: 5210.717285
	Iteration 58Q: 3 clusters Score -5531354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5531389.500000 Penalty: 5210.717285
	Iteration 59Q: 3 clusters Score -5531390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5531429.500000 Penalty: 5210.717285
	Iteration 60F: 3 clusters Score -5531430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -5531451.000000 Penalty: 5210.717285
	Iteration 61Q: 3 clusters Score -5531451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -5531462.000000 Penalty: 5210.717285
	Iteration 62Q: 3 clusters Score -5531462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5531477.000000 Penalty: 5210.717285
	Iteration 63Q: 3 clusters Score -5531477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -5531515.500000 Penalty: 5210.717285
	Iteration 64Q: 3 clusters Score -5531516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -5531575.000000 Penalty: 5210.717285
	Iteration 65Q: 3 clusters Score -5531575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5531612.000000 Penalty: 5210.717285
	Iteration 66Q: 3 clusters Score -5531612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5531624.500000 Penalty: 5210.717285
	Iteration 67Q: 3 clusters Score -5531624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -5531638.000000 Penalty: 5210.717285
	Iteration 68Q: 3 clusters Score -5531638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5531681.500000 Penalty: 5210.717285
	Iteration 69Q: 3 clusters Score -5531682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5531716.000000 Penalty: 5210.717285
	Iteration 70Q: 3 clusters Score -5531716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5531760.000000 Penalty: 5210.717285
	Iteration 71Q: 3 clusters Score -5531760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -5531789.500000 Penalty: 5210.717285
	Iteration 72Q: 3 clusters Score -5531790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5531831.500000 Penalty: 5210.717285
	Iteration 73Q: 3 clusters Score -5531832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5531874.000000 Penalty: 5210.717285
	Iteration 74Q: 3 clusters Score -5531874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5531900.000000 Penalty: 5210.717285
	Iteration 75Q: 3 clusters Score -5531900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -5531915.000000 Penalty: 5210.717285
	Iteration 76Q: 3 clusters Score -5531915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5531948.500000 Penalty: 5210.717285
	Iteration 77Q: 3 clusters Score -5531948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5531964.000000 Penalty: 5210.717285
	Iteration 78Q: 3 clusters Score -5531964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -5531974.000000 Penalty: 5210.717285
	Iteration 79Q: 3 clusters Score -5531974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -5531995.500000 Penalty: 5210.717285
	Iteration 80F: 3 clusters Score -5531996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5532023.500000 Penalty: 5210.717285
	Iteration 81Q: 3 clusters Score -5532024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -5532039.000000 Penalty: 5210.717285
	Iteration 82Q: 3 clusters Score -5532039 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -5532068.500000 Penalty: 5210.717285
	Iteration 83Q: 3 clusters Score -5532068 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -5532094.000000 Penalty: 5210.717285
	Iteration 84Q: 3 clusters Score -5532094 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -5532111.000000 Penalty: 5210.717285
	Iteration 85Q: 3 clusters Score -5532111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -5532139.500000 Penalty: 5210.717285
	Iteration 86Q: 3 clusters Score -5532140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5532182.500000 Penalty: 5210.717285
	Iteration 87Q: 3 clusters Score -5532182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -5532210.000000 Penalty: 5210.717285
	Iteration 88Q: 3 clusters Score -5532210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -5532237.000000 Penalty: 5210.717285
	Iteration 89Q: 3 clusters Score -5532237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5532269.000000 Penalty: 5210.717285
	Iteration 90Q: 3 clusters Score -5532269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -5532284.000000 Penalty: 5210.717285
	Iteration 91Q: 3 clusters Score -5532284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -5532318.000000 Penalty: 5210.717285
	Iteration 92Q: 3 clusters Score -5532318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -5532334.500000 Penalty: 5210.717285
	Iteration 93Q: 3 clusters Score -5532334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5532378.000000 Penalty: 5210.717285
	Iteration 94Q: 3 clusters Score -5532378 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -5532393.000000 Penalty: 5210.717285
	Iteration 95Q: 3 clusters Score -5532393 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -5532433.000000 Penalty: 5210.717285
	Iteration 96Q: 3 clusters Score -5532433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5532469.000000 Penalty: 5210.717285
	Iteration 97Q: 3 clusters Score -5532469 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -5532489.000000 Penalty: 5210.717285
	Iteration 98Q: 3 clusters Score -5532489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5532526.000000 Penalty: 5210.717285
	Iteration 99Q: 3 clusters Score -5532526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -5532571.000000 Penalty: 5210.717285
	Iteration 100F: 3 clusters Score -5532571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -5532610.500000 Penalty: 5210.717285
	Iteration 101Q: 3 clusters Score -5532610 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5532642.500000 Penalty: 5210.717285
	Iteration 102Q: 3 clusters Score -5532642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5532688.500000 Penalty: 5210.717285
	Iteration 103Q: 3 clusters Score -5532688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5532723.000000 Penalty: 5210.717285
	Iteration 104Q: 3 clusters Score -5532723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -5532765.000000 Penalty: 5210.717285
	Iteration 105Q: 3 clusters Score -5532765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -5532774.500000 Penalty: 5210.717285
	Iteration 106Q: 3 clusters Score -5532774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -5532788.500000 Penalty: 5210.717285
	Iteration 107Q: 3 clusters Score -5532788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5532799.000000 Penalty: 5210.717285
	Iteration 108Q: 3 clusters Score -5532799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -5532825.000000 Penalty: 5210.717285
	Iteration 109Q: 3 clusters Score -5532825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5532826.500000 Penalty: 5210.717285
	Iteration 110Q: 3 clusters Score -5532826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -5532861.000000 Penalty: 5210.717285
	Iteration 111Q: 3 clusters Score -5532861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -5532890.000000 Penalty: 5210.717285
	Iteration 112Q: 3 clusters Score -5532890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5532903.000000 Penalty: 5210.717285
	Iteration 113Q: 3 clusters Score -5532903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5532926.500000 Penalty: 5210.717285
	Iteration 114Q: 3 clusters Score -5532926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -5532918.000000 Penalty: 5210.717285
	Iteration 115Q: 3 clusters Score -5532918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -5532928.500000 Penalty: 5210.717285
	Iteration 116Q: 3 clusters Score -5532928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5532926.500000 Penalty: 5210.717285
	Iteration 117Q: 3 clusters Score -5532926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5532929.500000 Penalty: 5210.717285
	Iteration 118Q: 3 clusters Score -5532930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -5532944.500000 Penalty: 5210.717285
	Iteration 119Q: 3 clusters Score -5532944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5532952.500000 Penalty: 5210.717285
	Iteration 120F: 3 clusters Score -5532952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -5532964.500000 Penalty: 5210.717285
	Iteration 121Q: 3 clusters Score -5532964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5532969.000000 Penalty: 5210.717285
	Iteration 122Q: 3 clusters Score -5532969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5532984.000000 Penalty: 5210.717285
	Iteration 123Q: 3 clusters Score -5532984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5532997.000000 Penalty: 5210.717285
	Iteration 124Q: 3 clusters Score -5532997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5533016.500000 Penalty: 5210.717285
	Iteration 125Q: 3 clusters Score -5533016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5533029.500000 Penalty: 5210.717285
	Iteration 126Q: 3 clusters Score -5533030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -5533048.500000 Penalty: 5210.717285
	Iteration 127Q: 3 clusters Score -5533048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5533065.000000 Penalty: 5210.717285
	Iteration 128Q: 3 clusters Score -5533065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5533066.000000 Penalty: 5210.717285
	Iteration 129Q: 3 clusters Score -5533066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5533066.500000 Penalty: 5210.717285
	Iteration 130Q: 3 clusters Score -5533066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5533083.000000 Penalty: 5210.717285
	Iteration 131Q: 3 clusters Score -5533083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5533080.500000 Penalty: 5210.717285
	Iteration 132Q: 3 clusters Score -5533080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -5533080.500000 Penalty: 5210.717285
	Iteration 133Q: 3 clusters Score -5533080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -5533088.000000 Penalty: 5210.717285
	Iteration 134Q: 3 clusters Score -5533088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -5533088.500000 Penalty: 5210.717285
	Iteration 135Q: 3 clusters Score -5533088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5533090.000000 Penalty: 5210.717285
	Iteration 136Q: 3 clusters Score -5533090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5533092.000000 Penalty: 5210.717285
	Iteration 137Q: 3 clusters Score -5533092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5533092.000000 Penalty: 5210.717285
	Iteration 138F: 3 clusters Score -5533092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Entering Unmasked Estep 
Score: -2801020.500000 Penalty: 2449.302246
	Iteration 0F: 2 clusters Score -2801020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2787370.750000 Penalty: 4898.604492
	Iteration 0F: 3 clusters Score -2787371 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2792499.750000 Penalty: 4898.604492
	Iteration 1F: 3 clusters Score -2792500 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2793400.250000 Penalty: 4898.604492
	Iteration 2F: 3 clusters Score -2793400 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2794220.500000 Penalty: 4898.604492
	Iteration 3F: 3 clusters Score -2794220 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2794989.000000 Penalty: 4898.604492
	Iteration 4F: 3 clusters Score -2794989 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2795650.000000 Penalty: 4898.604492
	Iteration 5F: 3 clusters Score -2795650 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2796124.000000 Penalty: 4898.604492
	Iteration 6Q: 3 clusters Score -2796124 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2796441.500000 Penalty: 4898.604492
	Iteration 7Q: 3 clusters Score -2796442 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2796711.250000 Penalty: 4898.604492
	Iteration 8Q: 3 clusters Score -2796711 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2796910.750000 Penalty: 4898.604492
	Iteration 9Q: 3 clusters Score -2796911 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2797059.000000 Penalty: 4898.604492
	Iteration 10Q: 3 clusters Score -2797059 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2797200.250000 Penalty: 4898.604492
	Iteration 11Q: 3 clusters Score -2797200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2797335.750000 Penalty: 4898.604492
	Iteration 12Q: 3 clusters Score -2797336 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2797495.500000 Penalty: 4898.604492
	Iteration 13Q: 3 clusters Score -2797496 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2797674.750000 Penalty: 4898.604492
	Iteration 14Q: 3 clusters Score -2797675 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2797825.500000 Penalty: 4898.604492
	Iteration 15Q: 3 clusters Score -2797826 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2797977.500000 Penalty: 4898.604492
	Iteration 16Q: 3 clusters Score -2797978 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2798106.000000 Penalty: 4898.604492
	Iteration 17Q: 3 clusters Score -2798106 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2798181.750000 Penalty: 4898.604492
	Iteration 18Q: 3 clusters Score -2798182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2798270.250000 Penalty: 4898.604492
	Iteration 19Q: 3 clusters Score -2798270 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2798342.250000 Penalty: 4898.604492
	Iteration 20F: 3 clusters Score -2798342 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2798441.750000 Penalty: 4898.604492
	Iteration 21Q: 3 clusters Score -2798442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2798524.750000 Penalty: 4898.604492
	Iteration 22Q: 3 clusters Score -2798525 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2798590.500000 Penalty: 4898.604492
	Iteration 23Q: 3 clusters Score -2798590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2798663.500000 Penalty: 4898.604492
	Iteration 24Q: 3 clusters Score -2798664 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2798758.750000 Penalty: 4898.604492
	Iteration 25Q: 3 clusters Score -2798759 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2798855.000000 Penalty: 4898.604492
	Iteration 26Q: 3 clusters Score -2798855 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2798941.750000 Penalty: 4898.604492
	Iteration 27Q: 3 clusters Score -2798942 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2799018.750000 Penalty: 4898.604492
	Iteration 28Q: 3 clusters Score -2799019 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2799072.500000 Penalty: 4898.604492
	Iteration 29Q: 3 clusters Score -2799072 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2799140.000000 Penalty: 4898.604492
	Iteration 30Q: 3 clusters Score -2799140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2799184.000000 Penalty: 4898.604492
	Iteration 31Q: 3 clusters Score -2799184 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2799219.000000 Penalty: 4898.604492
	Iteration 32Q: 3 clusters Score -2799219 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2799251.750000 Penalty: 4898.604492
	Iteration 33Q: 3 clusters Score -2799252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2799277.750000 Penalty: 4898.604492
	Iteration 34Q: 3 clusters Score -2799278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2799299.500000 Penalty: 4898.604492
	Iteration 35Q: 3 clusters Score -2799300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2799316.750000 Penalty: 4898.604492
	Iteration 36Q: 3 clusters Score -2799317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2799323.750000 Penalty: 4898.604492
	Iteration 37Q: 3 clusters Score -2799324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2799326.500000 Penalty: 4898.604492
	Iteration 38Q: 3 clusters Score -2799326 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2799343.000000 Penalty: 4898.604492
	Iteration 39Q: 3 clusters Score -2799343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2799349.500000 Penalty: 4898.604492
	Iteration 40F: 3 clusters Score -2799350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2799360.000000 Penalty: 4898.604492
	Iteration 41Q: 3 clusters Score -2799360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2799359.750000 Penalty: 4898.604492
	Iteration 42Q: 3 clusters Score -2799360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2799367.500000 Penalty: 4898.604492
	Iteration 43Q: 3 clusters Score -2799368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2799386.250000 Penalty: 4898.604492
	Iteration 44Q: 3 clusters Score -2799386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2799392.250000 Penalty: 4898.604492
	Iteration 45Q: 3 clusters Score -2799392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2799396.000000 Penalty: 4898.604492
	Iteration 46Q: 3 clusters Score -2799396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2799403.250000 Penalty: 4898.604492
	Iteration 47Q: 3 clusters Score -2799403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2799412.750000 Penalty: 4898.604492
	Iteration 48Q: 3 clusters Score -2799413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2799401.500000 Penalty: 4898.604492
	Iteration 49Q: 3 clusters Score -2799402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2799404.000000 Penalty: 4898.604492
	Iteration 50Q: 3 clusters Score -2799404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2799402.500000 Penalty: 4898.604492
	Iteration 51Q: 3 clusters Score -2799402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2799413.000000 Penalty: 4898.604492
	Iteration 52Q: 3 clusters Score -2799413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2799420.000000 Penalty: 4898.604492
	Iteration 53Q: 3 clusters Score -2799420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2799417.250000 Penalty: 4898.604492
	Iteration 54Q: 3 clusters Score -2799417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2799420.500000 Penalty: 4898.604492
	Iteration 55Q: 3 clusters Score -2799420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2799421.500000 Penalty: 4898.604492
	Iteration 56Q: 3 clusters Score -2799422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2799426.500000 Penalty: 4898.604492
	Iteration 57Q: 3 clusters Score -2799426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2799430.750000 Penalty: 4898.604492
	Iteration 58Q: 3 clusters Score -2799431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2799436.000000 Penalty: 4898.604492
	Iteration 59Q: 3 clusters Score -2799436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2799434.750000 Penalty: 4898.604492
	Iteration 60F: 3 clusters Score -2799435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2799438.750000 Penalty: 4898.604492
	Iteration 61Q: 3 clusters Score -2799439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2799442.000000 Penalty: 4898.604492
	Iteration 62Q: 3 clusters Score -2799442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2799450.000000 Penalty: 4898.604492
	Iteration 63Q: 3 clusters Score -2799450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2799452.000000 Penalty: 4898.604492
	Iteration 64Q: 3 clusters Score -2799452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2799457.750000 Penalty: 4898.604492
	Iteration 65Q: 3 clusters Score -2799458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2799457.500000 Penalty: 4898.604492
	Iteration 66Q: 3 clusters Score -2799458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2799460.250000 Penalty: 4898.604492
	Iteration 67Q: 3 clusters Score -2799460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2799456.500000 Penalty: 4898.604492
	Iteration 68Q: 3 clusters Score -2799456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2799467.000000 Penalty: 4898.604492
	Iteration 69Q: 3 clusters Score -2799467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2799469.000000 Penalty: 4898.604492
	Iteration 70Q: 3 clusters Score -2799469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2799478.250000 Penalty: 4898.604492
	Iteration 71Q: 3 clusters Score -2799478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2799480.250000 Penalty: 4898.604492
	Iteration 72Q: 3 clusters Score -2799480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2799492.250000 Penalty: 4898.604492
	Iteration 73Q: 3 clusters Score -2799492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2799493.750000 Penalty: 4898.604492
	Iteration 74Q: 3 clusters Score -2799494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2799495.750000 Penalty: 4898.604492
	Iteration 75Q: 3 clusters Score -2799496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2799497.000000 Penalty: 4898.604492
	Iteration 76Q: 3 clusters Score -2799497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2799495.000000 Penalty: 4898.604492
	Iteration 77Q: 3 clusters Score -2799495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2799506.250000 Penalty: 4898.604492
	Iteration 78Q: 3 clusters Score -2799506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2799516.750000 Penalty: 4898.604492
	Iteration 79Q: 3 clusters Score -2799517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2799519.750000 Penalty: 4898.604492
	Iteration 80F: 3 clusters Score -2799520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2799518.250000 Penalty: 4898.604492
	Iteration 81Q: 3 clusters Score -2799518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2799521.250000 Penalty: 4898.604492
	Iteration 82Q: 3 clusters Score -2799521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2799525.500000 Penalty: 4898.604492
	Iteration 83Q: 3 clusters Score -2799526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2799532.750000 Penalty: 4898.604492
	Iteration 84Q: 3 clusters Score -2799533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2799536.250000 Penalty: 4898.604492
	Iteration 85Q: 3 clusters Score -2799536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2799535.250000 Penalty: 4898.604492
	Iteration 86Q: 3 clusters Score -2799535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2799535.750000 Penalty: 4898.604492
	Iteration 87Q: 3 clusters Score -2799536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2799529.000000 Penalty: 4898.604492
	Iteration 88Q: 3 clusters Score -2799529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2799537.750000 Penalty: 4898.604492
	Iteration 89Q: 3 clusters Score -2799538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2799534.500000 Penalty: 4898.604492
	Iteration 90Q: 3 clusters Score -2799534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2799538.500000 Penalty: 4898.604492
	Iteration 91Q: 3 clusters Score -2799538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2799540.250000 Penalty: 4898.604492
	Iteration 92Q: 3 clusters Score -2799540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2799543.500000 Penalty: 4898.604492
	Iteration 93Q: 3 clusters Score -2799544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2799539.000000 Penalty: 4898.604492
	Iteration 94Q: 3 clusters Score -2799539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2799540.500000 Penalty: 4898.604492
	Iteration 95Q: 3 clusters Score -2799540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2799539.250000 Penalty: 4898.604492
	Iteration 96Q: 3 clusters Score -2799539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2799539.000000 Penalty: 4898.604492
	Iteration 97Q: 3 clusters Score -2799539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2799538.500000 Penalty: 4898.604492
	Iteration 98Q: 3 clusters Score -2799538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2799537.000000 Penalty: 4898.604492
	Iteration 99Q: 3 clusters Score -2799537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2799535.750000 Penalty: 4898.604492
	Iteration 100F: 3 clusters Score -2799536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -284617.468750 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -284617.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -282061.562500 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -282061.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282500.187500 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -282500.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282609.625000 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -282609.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282653.437500 Penalty: 3732.449951
	Iteration 3Q: 3 clusters Score -282653.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282696.718750 Penalty: 3732.449951
	Iteration 4Q: 3 clusters Score -282696.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282728.750000 Penalty: 3732.449951
	Iteration 5Q: 3 clusters Score -282728.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282754.125000 Penalty: 3732.449951
	Iteration 6Q: 3 clusters Score -282754.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -282767.406250 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -282767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282780.000000 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -282780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282789.187500 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -282789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282798.125000 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -282798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -282801.500000 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -282801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -282804.156250 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -282804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282807.468750 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -282807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282809.062500 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -282809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -282811.406250 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -282811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282813.531250 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -282813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282814.781250 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -282814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282817.781250 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -282817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282819.093750 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -282819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282820.625000 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -282820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -282824.062500 Penalty: 3732.449951
	Iteration 21Q: 3 clusters Score -282824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282826.062500 Penalty: 3732.449951
	Iteration 22Q: 3 clusters Score -282826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -282826.906250 Penalty: 3732.449951
	Iteration 23Q: 3 clusters Score -282826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282827.656250 Penalty: 3732.449951
	Iteration 24Q: 3 clusters Score -282827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282828.125000 Penalty: 3732.449951
	Iteration 25Q: 3 clusters Score -282828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282829.937500 Penalty: 3732.449951
	Iteration 26Q: 3 clusters Score -282829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282829.937500 Penalty: 3732.449951
	Iteration 27F: 3 clusters Score -282829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -127611.796875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -127611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125690.890625 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -125690.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -125932.390625 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -125932.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126004.953125 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -126005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126041.937500 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -126041.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126066.562500 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -126066.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126086.875000 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -126086.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126111.640625 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -126111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126131.328125 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -126131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126143.476562 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -126143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126153.882812 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -126153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126161.281250 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -126161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126185.132812 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -126185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126237.515625 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -126237.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126313.531250 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -126313.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126428.242188 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -126428.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126582.382812 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -126582.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126723.460938 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -126723.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126795.148438 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -126795.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126830.171875 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -126830.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126857.335938 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -126857.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126878.500000 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -126878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126902.617188 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -126902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126929.875000 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -126929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126949.585938 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -126949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126971.218750 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -126971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126985.109375 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -126985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126994.750000 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -126994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127005.539062 Penalty: 3395.028320
	Iteration 27Q: 3 clusters Score -127005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127017.304688 Penalty: 3395.028320
	Iteration 28Q: 3 clusters Score -127017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127045.789062 Penalty: 3395.028320
	Iteration 29Q: 3 clusters Score -127045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127066.890625 Penalty: 3395.028320
	Iteration 30Q: 3 clusters Score -127066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -127088.960938 Penalty: 3395.028320
	Iteration 31Q: 3 clusters Score -127089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127098.242188 Penalty: 3395.028320
	Iteration 32Q: 3 clusters Score -127098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -127103.492188 Penalty: 3395.028320
	Iteration 33Q: 3 clusters Score -127103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127107.734375 Penalty: 3395.028320
	Iteration 34Q: 3 clusters Score -127107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -127111.523438 Penalty: 3395.028320
	Iteration 35Q: 3 clusters Score -127111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -127116.460938 Penalty: 3395.028320
	Iteration 36Q: 3 clusters Score -127116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127116.617188 Penalty: 3395.028320
	Iteration 37Q: 3 clusters Score -127116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127116.617188 Penalty: 3395.028320
	Iteration 38F: 3 clusters Score -127116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 412 members 
Entering Unmasked Estep 
Score: -104802.070312 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104802.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105328.750000 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105328.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105729.648438 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105729.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105892.070312 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105892.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105973.617188 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105973.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -106039.210938 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -106039.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106155.804688 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -106155.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106227.312500 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -106227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106294.664062 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106294.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106344.882812 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106379.156250 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106403.796875 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106422.984375 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106442.445312 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106446.062500 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106456.148438 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106456.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106463.320312 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106471.359375 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106479.445312 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106479.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106484.000000 Penalty: 3321.116211
	Iteration 19F: 3 clusters Score -106484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106487.437500 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -106487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -1271635.375000 Penalty: 2241.042725
	Iteration 0F: 2 clusters Score -1271635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1264991.125000 Penalty: 4482.085449
	Iteration 0F: 3 clusters Score -1264991 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1266864.625000 Penalty: 4482.085449
	Iteration 1F: 3 clusters Score -1266865 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1267146.125000 Penalty: 4482.085449
	Iteration 2F: 3 clusters Score -1267146 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1267341.250000 Penalty: 4482.085449
	Iteration 3Q: 3 clusters Score -1267341 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1267499.375000 Penalty: 4482.085449
	Iteration 4Q: 3 clusters Score -1267499 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1267654.375000 Penalty: 4482.085449
	Iteration 5Q: 3 clusters Score -1267654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1267779.125000 Penalty: 4482.085449
	Iteration 6Q: 3 clusters Score -1267779 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1267879.875000 Penalty: 4482.085449
	Iteration 7Q: 3 clusters Score -1267880 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1267969.500000 Penalty: 4482.085449
	Iteration 8Q: 3 clusters Score -1267970 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1268072.000000 Penalty: 4482.085449
	Iteration 9Q: 3 clusters Score -1268072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1268182.250000 Penalty: 4482.085449
	Iteration 10Q: 3 clusters Score -1268182 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1268295.125000 Penalty: 4482.085449
	Iteration 11Q: 3 clusters Score -1268295 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1268426.250000 Penalty: 4482.085449
	Iteration 12Q: 3 clusters Score -1268426 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1268548.000000 Penalty: 4482.085449
	Iteration 13Q: 3 clusters Score -1268548 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1268693.625000 Penalty: 4482.085449
	Iteration 14Q: 3 clusters Score -1268694 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1268862.875000 Penalty: 4482.085449
	Iteration 15Q: 3 clusters Score -1268863 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1269016.625000 Penalty: 4482.085449
	Iteration 16Q: 3 clusters Score -1269017 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1269151.875000 Penalty: 4482.085449
	Iteration 17Q: 3 clusters Score -1269152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1269245.250000 Penalty: 4482.085449
	Iteration 18Q: 3 clusters Score -1269245 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1269330.250000 Penalty: 4482.085449
	Iteration 19Q: 3 clusters Score -1269330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1269398.125000 Penalty: 4482.085449
	Iteration 20F: 3 clusters Score -1269398 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1269452.250000 Penalty: 4482.085449
	Iteration 21Q: 3 clusters Score -1269452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1269485.500000 Penalty: 4482.085449
	Iteration 22Q: 3 clusters Score -1269486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1269522.875000 Penalty: 4482.085449
	Iteration 23Q: 3 clusters Score -1269523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1269558.875000 Penalty: 4482.085449
	Iteration 24Q: 3 clusters Score -1269559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1269590.125000 Penalty: 4482.085449
	Iteration 25Q: 3 clusters Score -1269590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1269617.125000 Penalty: 4482.085449
	Iteration 26Q: 3 clusters Score -1269617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1269643.250000 Penalty: 4482.085449
	Iteration 27Q: 3 clusters Score -1269643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1269673.500000 Penalty: 4482.085449
	Iteration 28Q: 3 clusters Score -1269674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1269706.750000 Penalty: 4482.085449
	Iteration 29Q: 3 clusters Score -1269707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1269743.625000 Penalty: 4482.085449
	Iteration 30Q: 3 clusters Score -1269744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1269757.625000 Penalty: 4482.085449
	Iteration 31Q: 3 clusters Score -1269758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1269778.125000 Penalty: 4482.085449
	Iteration 32Q: 3 clusters Score -1269778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1269784.750000 Penalty: 4482.085449
	Iteration 33Q: 3 clusters Score -1269785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1269796.500000 Penalty: 4482.085449
	Iteration 34Q: 3 clusters Score -1269796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1269804.250000 Penalty: 4482.085449
	Iteration 35Q: 3 clusters Score -1269804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1269819.125000 Penalty: 4482.085449
	Iteration 36Q: 3 clusters Score -1269819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1269830.625000 Penalty: 4482.085449
	Iteration 37Q: 3 clusters Score -1269831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1269833.750000 Penalty: 4482.085449
	Iteration 38Q: 3 clusters Score -1269834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1269837.875000 Penalty: 4482.085449
	Iteration 39Q: 3 clusters Score -1269838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1269837.875000 Penalty: 4482.085449
	Iteration 40F: 3 clusters Score -1269838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1269838.875000 Penalty: 4482.085449
	Iteration 41Q: 3 clusters Score -1269839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1269840.625000 Penalty: 4482.085449
	Iteration 42Q: 3 clusters Score -1269841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1269842.250000 Penalty: 4482.085449
	Iteration 43Q: 3 clusters Score -1269842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1269846.875000 Penalty: 4482.085449
	Iteration 44Q: 3 clusters Score -1269847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1269846.500000 Penalty: 4482.085449
	Iteration 45Q: 3 clusters Score -1269846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1269846.375000 Penalty: 4482.085449
	Iteration 46Q: 3 clusters Score -1269846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1269846.500000 Penalty: 4482.085449
	Iteration 47Q: 3 clusters Score -1269846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1269849.625000 Penalty: 4482.085449
	Iteration 48Q: 3 clusters Score -1269850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1269850.875000 Penalty: 4482.085449
	Iteration 49Q: 3 clusters Score -1269851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1269848.500000 Penalty: 4482.085449
	Iteration 50Q: 3 clusters Score -1269848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1269849.250000 Penalty: 4482.085449
	Iteration 51Q: 3 clusters Score -1269849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1269850.250000 Penalty: 4482.085449
	Iteration 52Q: 3 clusters Score -1269850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1269849.500000 Penalty: 4482.085449
	Iteration 53Q: 3 clusters Score -1269850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1269850.875000 Penalty: 4482.085449
	Iteration 54Q: 3 clusters Score -1269851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1269853.750000 Penalty: 4482.085449
	Iteration 55Q: 3 clusters Score -1269854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1269853.750000 Penalty: 4482.085449
	Iteration 56F: 3 clusters Score -1269854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Entering Unmasked Estep 
Score: -2399814.250000 Penalty: 2396.945801
	Iteration 0F: 2 clusters Score -2399814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2388465.750000 Penalty: 4793.891602
	Iteration 0F: 3 clusters Score -2388466 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2392151.500000 Penalty: 4793.891602
	Iteration 1F: 3 clusters Score -2392152 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2392614.000000 Penalty: 4793.891602
	Iteration 2F: 3 clusters Score -2392614 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2393074.750000 Penalty: 4793.891602
	Iteration 3F: 3 clusters Score -2393075 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2393519.000000 Penalty: 4793.891602
	Iteration 4F: 3 clusters Score -2393519 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2393930.000000 Penalty: 4793.891602
	Iteration 5Q: 3 clusters Score -2393930 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2394319.250000 Penalty: 4793.891602
	Iteration 6Q: 3 clusters Score -2394319 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2394636.500000 Penalty: 4793.891602
	Iteration 7Q: 3 clusters Score -2394636 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2394934.750000 Penalty: 4793.891602
	Iteration 8Q: 3 clusters Score -2394935 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2395235.000000 Penalty: 4793.891602
	Iteration 9Q: 3 clusters Score -2395235 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2395537.250000 Penalty: 4793.891602
	Iteration 10Q: 3 clusters Score -2395537 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2395823.750000 Penalty: 4793.891602
	Iteration 11Q: 3 clusters Score -2395824 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2396088.500000 Penalty: 4793.891602
	Iteration 12Q: 3 clusters Score -2396088 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2396380.250000 Penalty: 4793.891602
	Iteration 13Q: 3 clusters Score -2396380 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2396659.500000 Penalty: 4793.891602
	Iteration 14Q: 3 clusters Score -2396660 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2396959.750000 Penalty: 4793.891602
	Iteration 15Q: 3 clusters Score -2396960 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2397216.750000 Penalty: 4793.891602
	Iteration 16Q: 3 clusters Score -2397217 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2397457.750000 Penalty: 4793.891602
	Iteration 17Q: 3 clusters Score -2397458 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2397657.750000 Penalty: 4793.891602
	Iteration 18Q: 3 clusters Score -2397658 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2397825.750000 Penalty: 4793.891602
	Iteration 19Q: 3 clusters Score -2397826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2397947.500000 Penalty: 4793.891602
	Iteration 20F: 3 clusters Score -2397948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2398067.500000 Penalty: 4793.891602
	Iteration 21Q: 3 clusters Score -2398068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2398178.750000 Penalty: 4793.891602
	Iteration 22Q: 3 clusters Score -2398179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2398244.000000 Penalty: 4793.891602
	Iteration 23Q: 3 clusters Score -2398244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2398275.500000 Penalty: 4793.891602
	Iteration 24Q: 3 clusters Score -2398276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2398304.750000 Penalty: 4793.891602
	Iteration 25Q: 3 clusters Score -2398305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2398323.750000 Penalty: 4793.891602
	Iteration 26Q: 3 clusters Score -2398324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2398338.250000 Penalty: 4793.891602
	Iteration 27Q: 3 clusters Score -2398338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2398344.750000 Penalty: 4793.891602
	Iteration 28Q: 3 clusters Score -2398345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2398349.000000 Penalty: 4793.891602
	Iteration 29Q: 3 clusters Score -2398349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2398357.500000 Penalty: 4793.891602
	Iteration 30Q: 3 clusters Score -2398358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2398362.250000 Penalty: 4793.891602
	Iteration 31Q: 3 clusters Score -2398362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2398364.000000 Penalty: 4793.891602
	Iteration 32Q: 3 clusters Score -2398364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2398365.250000 Penalty: 4793.891602
	Iteration 33Q: 3 clusters Score -2398365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2398365.500000 Penalty: 4793.891602
	Iteration 34Q: 3 clusters Score -2398366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2398367.750000 Penalty: 4793.891602
	Iteration 35Q: 3 clusters Score -2398368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2398370.250000 Penalty: 4793.891602
	Iteration 36Q: 3 clusters Score -2398370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2398370.750000 Penalty: 4793.891602
	Iteration 37Q: 3 clusters Score -2398371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2398370.000000 Penalty: 4793.891602
	Iteration 38Q: 3 clusters Score -2398370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2398370.000000 Penalty: 4793.891602
	Iteration 39F: 3 clusters Score -2398370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (117833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Entering Unmasked Estep 
Score: -18125614.000000 Penalty: 2895.901855
	Iteration 0F: 2 clusters Score -1.812561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -18052012.000000 Penalty: 5791.803711
	Iteration 0F: 3 clusters Score -1.805201e+07 nChanged 56071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -18084290.000000 Penalty: 5791.803711
	Iteration 1F: 3 clusters Score -1.808429e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -18085654.000000 Penalty: 5791.803711
	Iteration 2Q: 3 clusters Score -1.808565e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -18087282.000000 Penalty: 5791.803711
	Iteration 3Q: 3 clusters Score -1.808728e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -18089630.000000 Penalty: 5791.803711
	Iteration 4Q: 3 clusters Score -1.808963e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -18092710.000000 Penalty: 5791.803711
	Iteration 5F: 3 clusters Score -1.809271e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
Score: -18096974.000000 Penalty: 5791.803711
	Iteration 6F: 3 clusters Score -1.809697e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -18102242.000000 Penalty: 5791.803711
	Iteration 7F: 3 clusters Score -1.810224e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -18107566.000000 Penalty: 5791.803711
	Iteration 8F: 3 clusters Score -1.810757e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -18112038.000000 Penalty: 5791.803711
	Iteration 9F: 3 clusters Score -1.811204e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -18114996.000000 Penalty: 5791.803711
	Iteration 10Q: 3 clusters Score -1.8115e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -18116770.000000 Penalty: 5791.803711
	Iteration 11Q: 3 clusters Score -1.811677e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -18117954.000000 Penalty: 5791.803711
	Iteration 12Q: 3 clusters Score -1.811795e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -18119104.000000 Penalty: 5791.803711
	Iteration 13Q: 3 clusters Score -1.81191e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -18120216.000000 Penalty: 5791.803711
	Iteration 14Q: 3 clusters Score -1.812022e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -18121304.000000 Penalty: 5791.803711
	Iteration 15Q: 3 clusters Score -1.81213e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -18122172.000000 Penalty: 5791.803711
	Iteration 16Q: 3 clusters Score -1.812217e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -18123176.000000 Penalty: 5791.803711
	Iteration 17Q: 3 clusters Score -1.812318e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -18123934.000000 Penalty: 5791.803711
	Iteration 18Q: 3 clusters Score -1.812393e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -18124444.000000 Penalty: 5791.803711
	Iteration 19Q: 3 clusters Score -1.812444e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -18124810.000000 Penalty: 5791.803711
	Iteration 20F: 3 clusters Score -1.812481e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -18125196.000000 Penalty: 5791.803711
	Iteration 21Q: 3 clusters Score -1.81252e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -18125416.000000 Penalty: 5791.803711
	Iteration 22Q: 3 clusters Score -1.812542e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -18125494.000000 Penalty: 5791.803711
	Iteration 23Q: 3 clusters Score -1.812549e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 107573 members 
Entering Unmasked Estep 
Score: -18125596.000000 Penalty: 5791.803711
	Iteration 24Q: 3 clusters Score -1.81256e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -18125544.000000 Penalty: 5791.803711
	Iteration 25Q: 3 clusters Score -1.812554e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 109668 members 
Entering Unmasked Estep 
Score: -18125586.000000 Penalty: 5791.803711
	Iteration 26Q: 3 clusters Score -1.812559e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -18125504.000000 Penalty: 5791.803711
	Iteration 27Q: 3 clusters Score -1.81255e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -18125466.000000 Penalty: 5791.803711
	Iteration 28Q: 3 clusters Score -1.812547e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -18125420.000000 Penalty: 5791.803711
	Iteration 29Q: 3 clusters Score -1.812542e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 112489 members 
Entering Unmasked Estep 
Score: -18125360.000000 Penalty: 5791.803711
	Iteration 30Q: 3 clusters Score -1.812536e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 112969 members 
Entering Unmasked Estep 
Score: -18125394.000000 Penalty: 5791.803711
	Iteration 31Q: 3 clusters Score -1.812539e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -18125334.000000 Penalty: 5791.803711
	Iteration 32Q: 3 clusters Score -1.812533e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -18125262.000000 Penalty: 5791.803711
	Iteration 33Q: 3 clusters Score -1.812526e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -18125150.000000 Penalty: 5791.803711
	Iteration 34Q: 3 clusters Score -1.812515e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -18125130.000000 Penalty: 5791.803711
	Iteration 35Q: 3 clusters Score -1.812513e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -18125088.000000 Penalty: 5791.803711
	Iteration 36Q: 3 clusters Score -1.812509e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 114803 members 
Entering Unmasked Estep 
Score: -18125020.000000 Penalty: 5791.803711
	Iteration 37Q: 3 clusters Score -1.812502e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 114979 members 
Entering Unmasked Estep 
Score: -18125014.000000 Penalty: 5791.803711
	Iteration 38Q: 3 clusters Score -1.812501e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -18124942.000000 Penalty: 5791.803711
	Iteration 39Q: 3 clusters Score -1.812494e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -18124874.000000 Penalty: 5791.803711
	Iteration 40F: 3 clusters Score -1.812487e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -18124818.000000 Penalty: 5791.803711
	Iteration 41Q: 3 clusters Score -1.812482e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 115402 members 
Entering Unmasked Estep 
Score: -18124758.000000 Penalty: 5791.803711
	Iteration 42Q: 3 clusters Score -1.812476e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 115484 members 
Entering Unmasked Estep 
Score: -18124736.000000 Penalty: 5791.803711
	Iteration 43Q: 3 clusters Score -1.812474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -18124724.000000 Penalty: 5791.803711
	Iteration 44Q: 3 clusters Score -1.812472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -18124702.000000 Penalty: 5791.803711
	Iteration 45Q: 3 clusters Score -1.81247e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -18124688.000000 Penalty: 5791.803711
	Iteration 46Q: 3 clusters Score -1.812469e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -18124664.000000 Penalty: 5791.803711
	Iteration 47Q: 3 clusters Score -1.812466e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -18124616.000000 Penalty: 5791.803711
	Iteration 48Q: 3 clusters Score -1.812462e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -18124586.000000 Penalty: 5791.803711
	Iteration 49Q: 3 clusters Score -1.812459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 115894 members 
Entering Unmasked Estep 
Score: -18124572.000000 Penalty: 5791.803711
	Iteration 50Q: 3 clusters Score -1.812457e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -18124554.000000 Penalty: 5791.803711
	Iteration 51Q: 3 clusters Score -1.812455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -18124534.000000 Penalty: 5791.803711
	Iteration 52Q: 3 clusters Score -1.812453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -18124540.000000 Penalty: 5791.803711
	Iteration 53Q: 3 clusters Score -1.812454e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -18124484.000000 Penalty: 5791.803711
	Iteration 54Q: 3 clusters Score -1.812448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -18124500.000000 Penalty: 5791.803711
	Iteration 55Q: 3 clusters Score -1.81245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -18124498.000000 Penalty: 5791.803711
	Iteration 56Q: 3 clusters Score -1.81245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -18124452.000000 Penalty: 5791.803711
	Iteration 57Q: 3 clusters Score -1.812445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 116129 members 
Entering Unmasked Estep 
Score: -18124440.000000 Penalty: 5791.803711
	Iteration 58Q: 3 clusters Score -1.812444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 116151 members 
Entering Unmasked Estep 
Score: -18124460.000000 Penalty: 5791.803711
	Iteration 59Q: 3 clusters Score -1.812446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -18124442.000000 Penalty: 5791.803711
	Iteration 60F: 3 clusters Score -1.812444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -18124430.000000 Penalty: 5791.803711
	Iteration 61Q: 3 clusters Score -1.812443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -18124424.000000 Penalty: 5791.803711
	Iteration 62Q: 3 clusters Score -1.812442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -18124420.000000 Penalty: 5791.803711
	Iteration 63Q: 3 clusters Score -1.812442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -18124422.000000 Penalty: 5791.803711
	Iteration 64Q: 3 clusters Score -1.812442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -18124418.000000 Penalty: 5791.803711
	Iteration 65Q: 3 clusters Score -1.812442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 116191 members 
Entering Unmasked Estep 
Score: -18124420.000000 Penalty: 5791.803711
	Iteration 66Q: 3 clusters Score -1.812442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -18124420.000000 Penalty: 5791.803711
	Iteration 67Q: 3 clusters Score -1.812442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -18124426.000000 Penalty: 5791.803711
	Iteration 68Q: 3 clusters Score -1.812443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -18124426.000000 Penalty: 5791.803711
	Iteration 69F: 3 clusters Score -1.812443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -322029.281250 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -322029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -319120.593750 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -319120.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -319816.781250 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -319816.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -320125.031250 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -320125 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320358.875000 Penalty: 3884.678955
	Iteration 3F: 3 clusters Score -320358.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -320568.500000 Penalty: 3884.678955
	Iteration 4F: 3 clusters Score -320568.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -320747.187500 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -320747.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -320853.812500 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -320853.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -320933.187500 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -320933.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -320994.468750 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -320994.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321052.750000 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -321052.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -321112.843750 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -321112.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321152.531250 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -321152.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -321167.500000 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -321167.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -321176.812500 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -321176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -321189.000000 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -321189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321201.031250 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -321201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -321204.781250 Penalty: 3884.678955
	Iteration 16Q: 3 clusters Score -321204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -321208.593750 Penalty: 3884.678955
	Iteration 17Q: 3 clusters Score -321208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -321209.093750 Penalty: 3884.678955
	Iteration 18Q: 3 clusters Score -321209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321209.875000 Penalty: 3884.678955
	Iteration 19Q: 3 clusters Score -321209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -321218.531250 Penalty: 3884.678955
	Iteration 20F: 3 clusters Score -321218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -321233.781250 Penalty: 3884.678955
	Iteration 21Q: 3 clusters Score -321233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -321237.843750 Penalty: 3884.678955
	Iteration 22Q: 3 clusters Score -321237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -321238.843750 Penalty: 3884.678955
	Iteration 23Q: 3 clusters Score -321238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321239.687500 Penalty: 3884.678955
	Iteration 24Q: 3 clusters Score -321239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321240.468750 Penalty: 3884.678955
	Iteration 25Q: 3 clusters Score -321240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -321240.750000 Penalty: 3884.678955
	Iteration 26Q: 3 clusters Score -321240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321242.656250 Penalty: 3884.678955
	Iteration 27Q: 3 clusters Score -321242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321244.156250 Penalty: 3884.678955
	Iteration 28Q: 3 clusters Score -321244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321245.687500 Penalty: 3884.678955
	Iteration 29Q: 3 clusters Score -321245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321248.843750 Penalty: 3884.678955
	Iteration 30Q: 3 clusters Score -321248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321249.968750 Penalty: 3884.678955
	Iteration 31Q: 3 clusters Score -321250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -321252.593750 Penalty: 3884.678955
	Iteration 32Q: 3 clusters Score -321252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321255.843750 Penalty: 3884.678955
	Iteration 33Q: 3 clusters Score -321255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321255.937500 Penalty: 3884.678955
	Iteration 34Q: 3 clusters Score -321255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321255.937500 Penalty: 3884.678955
	Iteration 35F: 3 clusters Score -321255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -295189.375000 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -295189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -292556.781250 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -292556.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293126.093750 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -293126.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -293377.343750 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -293377.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -293563.187500 Penalty: 3774.491699
	Iteration 3F: 3 clusters Score -293563.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -293669.781250 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -293669.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -293717.000000 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -293717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -293749.156250 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -293749.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -293776.437500 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -293776.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -293796.187500 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -293796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -293813.281250 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -293813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -293822.656250 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -293822.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -293825.687500 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -293825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -293828.093750 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -293828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -293830.312500 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -293830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -293831.500000 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -293831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -293831.843750 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -293831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -293832.781250 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -293832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -293833.468750 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -293833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -293834.906250 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -293834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -293835.062500 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -293835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -293835.062500 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -293835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -640627.687500 Penalty: 2088.983887
	Iteration 0F: 2 clusters Score -640627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -636395.187500 Penalty: 4177.967773
	Iteration 0F: 3 clusters Score -636395.2 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -637505.125000 Penalty: 4177.967773
	Iteration 1F: 3 clusters Score -637505.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -637810.437500 Penalty: 4177.967773
	Iteration 2F: 3 clusters Score -637810.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -638024.062500 Penalty: 4177.967773
	Iteration 3F: 3 clusters Score -638024.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -638184.062500 Penalty: 4177.967773
	Iteration 4Q: 3 clusters Score -638184.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -638358.812500 Penalty: 4177.967773
	Iteration 5Q: 3 clusters Score -638358.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -638525.312500 Penalty: 4177.967773
	Iteration 6Q: 3 clusters Score -638525.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -638666.000000 Penalty: 4177.967773
	Iteration 7Q: 3 clusters Score -638666 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -638758.437500 Penalty: 4177.967773
	Iteration 8Q: 3 clusters Score -638758.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -638815.375000 Penalty: 4177.967773
	Iteration 9Q: 3 clusters Score -638815.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -638856.812500 Penalty: 4177.967773
	Iteration 10Q: 3 clusters Score -638856.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -638887.875000 Penalty: 4177.967773
	Iteration 11Q: 3 clusters Score -638887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -638909.812500 Penalty: 4177.967773
	Iteration 12Q: 3 clusters Score -638909.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -638928.187500 Penalty: 4177.967773
	Iteration 13Q: 3 clusters Score -638928.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -638945.937500 Penalty: 4177.967773
	Iteration 14Q: 3 clusters Score -638945.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -638963.312500 Penalty: 4177.967773
	Iteration 15Q: 3 clusters Score -638963.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -638975.312500 Penalty: 4177.967773
	Iteration 16Q: 3 clusters Score -638975.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -638985.625000 Penalty: 4177.967773
	Iteration 17Q: 3 clusters Score -638985.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -638996.250000 Penalty: 4177.967773
	Iteration 18Q: 3 clusters Score -638996.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -639005.875000 Penalty: 4177.967773
	Iteration 19Q: 3 clusters Score -639005.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -639017.000000 Penalty: 4177.967773
	Iteration 20F: 3 clusters Score -639017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -639027.687500 Penalty: 4177.967773
	Iteration 21Q: 3 clusters Score -639027.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -639034.375000 Penalty: 4177.967773
	Iteration 22Q: 3 clusters Score -639034.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -639039.937500 Penalty: 4177.967773
	Iteration 23Q: 3 clusters Score -639039.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -639048.062500 Penalty: 4177.967773
	Iteration 24Q: 3 clusters Score -639048.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -639058.000000 Penalty: 4177.967773
	Iteration 25Q: 3 clusters Score -639058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -639066.875000 Penalty: 4177.967773
	Iteration 26Q: 3 clusters Score -639066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -639071.625000 Penalty: 4177.967773
	Iteration 27Q: 3 clusters Score -639071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -639075.312500 Penalty: 4177.967773
	Iteration 28Q: 3 clusters Score -639075.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -639077.687500 Penalty: 4177.967773
	Iteration 29Q: 3 clusters Score -639077.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -639082.625000 Penalty: 4177.967773
	Iteration 30Q: 3 clusters Score -639082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -639082.562500 Penalty: 4177.967773
	Iteration 31Q: 3 clusters Score -639082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -639083.562500 Penalty: 4177.967773
	Iteration 32Q: 3 clusters Score -639083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -639083.562500 Penalty: 4177.967773
	Iteration 33F: 3 clusters Score -639083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -20881.173828 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -20881.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -19989.486328 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -19989.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20188.835938 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -20188.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20255.279297 Penalty: 2572.943359
	Iteration 2F: 3 clusters Score -20255.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -20307.130859 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -20307.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -20332.648438 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -20332.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20349.417969 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -20349.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20366.630859 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -20366.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -20393.148438 Penalty: 2572.943359
	Iteration 7Q: 3 clusters Score -20393.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20396.001953 Penalty: 2572.943359
	Iteration 8Q: 3 clusters Score -20396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20396.001953 Penalty: 2572.943359
	Iteration 9F: 3 clusters Score -20396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66397.898438 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66397.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66679.429688 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66679.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66781.171875 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66781.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66885.203125 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -66885.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66936.953125 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -66936.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66956.414062 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -66956.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66962.742188 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -66962.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66966.828125 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -66966.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66971.398438 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -66971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66973.437500 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -66973.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66973.437500 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -66973.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 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 49 members 
Entering Unmasked Estep 
Score: -8264.041992 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8264.042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8344.377930 Penalty: 2269.056641
	Iteration 1F: 3 clusters Score -8344.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58895.535156 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58895.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59078.105469 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59078.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59117.167969 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59117.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59134.273438 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59134.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59139.421875 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59139.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59142.164062 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59142.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59145.777344 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59145.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59145.777344 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -59145.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -93569.781250 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -93569.78 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 383 members 
Entering Unmasked Estep 
Score: -91936.945312 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -91936.95 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92405.078125 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -92405.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92588.000000 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -92588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -92717.906250 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -92717.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92792.750000 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -92792.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -92846.484375 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -92846.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -92913.593750 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -92913.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -92953.835938 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -92953.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -92962.546875 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -92962.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -92964.257812 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -92964.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -92965.335938 Penalty: 3323.562744
	Iteration 10F: 3 clusters Score -92965.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -92989.781250 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -92989.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -93006.007812 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -93006.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93023.679688 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -93023.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -93025.921875 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -93025.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93045.773438 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -93045.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -93066.296875 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -93066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93086.570312 Penalty: 3323.562744
	Iteration 17Q: 3 clusters Score -93086.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93107.109375 Penalty: 3323.562744
	Iteration 18Q: 3 clusters Score -93107.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -93112.835938 Penalty: 3323.562744
	Iteration 19Q: 3 clusters Score -93112.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -93116.820312 Penalty: 3323.562744
	Iteration 20F: 3 clusters Score -93116.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 1866 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38258 members 
Mstep: Class 11 contains 163235 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4802 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 108991 members 
Mstep: Class 18 contains 3135 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8477 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36515 members 
Mstep: Class 24 contains 19462 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15758 members 
Mstep: Class 30 contains 117833 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167144.000000 Penalty: 126803.226562
Iteration 279Q: 39 clusters Score -1.041671e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25555 members 
Mstep: Class 4 contains 1865 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 15407 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38255 members 
Mstep: Class 11 contains 163305 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4800 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 108966 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8467 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36513 members 
Mstep: Class 24 contains 19464 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15758 members 
Mstep: Class 30 contains 117813 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167296.000000 Penalty: 126803.226562
Iteration 280F: 39 clusters Score -1.041673e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25554 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 15409 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38247 members 
Mstep: Class 11 contains 163368 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 108951 members 
Mstep: Class 18 contains 3137 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8452 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36509 members 
Mstep: Class 24 contains 19461 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15760 members 
Mstep: Class 30 contains 117794 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167256.000000 Penalty: 126803.226562
Iteration 281Q: 39 clusters Score -1.041673e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25554 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38239 members 
Mstep: Class 11 contains 163439 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40789 members 
Mstep: Class 17 contains 108907 members 
Mstep: Class 18 contains 3139 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8440 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36510 members 
Mstep: Class 24 contains 19460 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15760 members 
Mstep: Class 30 contains 117793 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2018 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167224.000000 Penalty: 126803.226562
Iteration 282Q: 39 clusters Score -1.041672e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25551 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38230 members 
Mstep: Class 11 contains 163494 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4791 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40787 members 
Mstep: Class 17 contains 108857 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36508 members 
Mstep: Class 24 contains 19464 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15765 members 
Mstep: Class 30 contains 117809 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2016 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167168.000000 Penalty: 126803.226562
Iteration 283Q: 39 clusters Score -1.041672e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25543 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 163544 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4786 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 108828 members 
Mstep: Class 18 contains 3140 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36508 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 117820 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167320.000000 Penalty: 126803.226562
Iteration 284Q: 39 clusters Score -1.041673e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25539 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 15400 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 163586 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4783 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40778 members 
Mstep: Class 17 contains 108802 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36505 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 117829 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167192.000000 Penalty: 126803.226562
Iteration 285Q: 39 clusters Score -1.041672e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25538 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38201 members 
Mstep: Class 11 contains 163637 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4781 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40772 members 
Mstep: Class 17 contains 108791 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8414 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 117813 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2015 members 
Mstep: Class 33 contains 4552 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167536.000000 Penalty: 126803.226562
Iteration 286Q: 39 clusters Score -1.041675e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25535 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38195 members 
Mstep: Class 11 contains 163663 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40768 members 
Mstep: Class 17 contains 108808 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36489 members 
Mstep: Class 24 contains 19469 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 117788 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2014 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167600.000000 Penalty: 126803.226562
Iteration 287Q: 39 clusters Score -1.041676e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25527 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38190 members 
Mstep: Class 11 contains 163671 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 108827 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8398 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36482 members 
Mstep: Class 24 contains 19469 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15774 members 
Mstep: Class 30 contains 117793 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 4556 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167496.000000 Penalty: 126803.226562
Iteration 288Q: 39 clusters Score -1.041675e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25527 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 15404 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38190 members 
Mstep: Class 11 contains 163688 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40758 members 
Mstep: Class 17 contains 108855 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36476 members 
Mstep: Class 24 contains 19472 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15775 members 
Mstep: Class 30 contains 117772 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2013 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167584.000000 Penalty: 126803.226562
Iteration 289Q: 39 clusters Score -1.041676e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25520 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 15402 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38188 members 
Mstep: Class 11 contains 163688 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40756 members 
Mstep: Class 17 contains 108900 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8388 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36476 members 
Mstep: Class 24 contains 19471 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 117745 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2012 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167904.000000 Penalty: 126803.226562
Iteration 290Q: 39 clusters Score -1.041679e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25515 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10709 members 
Mstep: Class 7 contains 15396 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38181 members 
Mstep: Class 11 contains 163724 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 108930 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8382 members 
Mstep: Class 21 contains 13785 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36469 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8405 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 117715 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2011 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168016.000000 Penalty: 126803.226562
Iteration 291Q: 39 clusters Score -1.04168e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25508 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 15390 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38169 members 
Mstep: Class 11 contains 163773 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 108947 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36466 members 
Mstep: Class 24 contains 19470 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8405 members 
Mstep: Class 29 contains 15779 members 
Mstep: Class 30 contains 117683 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2010 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168224.000000 Penalty: 126803.226562
Iteration 292Q: 39 clusters Score -1.041682e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 15260 members 
Mstep: Class 3 contains 25499 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 15381 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38160 members 
Mstep: Class 11 contains 163836 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 108994 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36465 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 938 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8405 members 
Mstep: Class 29 contains 15778 members 
Mstep: Class 30 contains 117608 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2009 members 
Mstep: Class 33 contains 4555 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104167984.000000 Penalty: 126803.226562
Iteration 293Q: 39 clusters Score -1.04168e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25482 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10722 members 
Mstep: Class 7 contains 15382 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38151 members 
Mstep: Class 11 contains 163910 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40746 members 
Mstep: Class 17 contains 109026 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36469 members 
Mstep: Class 24 contains 19475 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8405 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 117523 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2007 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168288.000000 Penalty: 126803.226562
Iteration 294Q: 39 clusters Score -1.041683e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25469 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 15385 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38150 members 
Mstep: Class 11 contains 163989 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 109026 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36470 members 
Mstep: Class 24 contains 19481 members 
Mstep: Class 25 contains 1852 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15785 members 
Mstep: Class 30 contains 117452 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4553 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168256.000000 Penalty: 126803.226562
Iteration 295Q: 39 clusters Score -1.041683e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25464 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 15383 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38133 members 
Mstep: Class 11 contains 164090 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 17 contains 109035 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36465 members 
Mstep: Class 24 contains 19478 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15792 members 
Mstep: Class 30 contains 117373 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4554 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168152.000000 Penalty: 126803.226562
Iteration 296Q: 39 clusters Score -1.041682e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25451 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38110 members 
Mstep: Class 11 contains 164180 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40732 members 
Mstep: Class 17 contains 109009 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36467 members 
Mstep: Class 24 contains 19484 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15796 members 
Mstep: Class 30 contains 117335 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2006 members 
Mstep: Class 33 contains 4556 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168592.000000 Penalty: 126803.226562
Iteration 297Q: 39 clusters Score -1.041686e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 15389 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38098 members 
Mstep: Class 11 contains 164264 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 108976 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8349 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36463 members 
Mstep: Class 24 contains 19488 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15804 members 
Mstep: Class 30 contains 117305 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 4557 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168808.000000 Penalty: 126803.226562
Iteration 298Q: 39 clusters Score -1.041688e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 15385 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38079 members 
Mstep: Class 11 contains 164361 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 40724 members 
Mstep: Class 17 contains 108950 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8345 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36462 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 1851 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15808 members 
Mstep: Class 30 contains 117260 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2002 members 
Mstep: Class 33 contains 4557 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168872.000000 Penalty: 126803.226562
Iteration 299Q: 39 clusters Score -1.041689e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25435 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 15377 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38058 members 
Mstep: Class 11 contains 164454 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 40723 members 
Mstep: Class 17 contains 108932 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8341 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36459 members 
Mstep: Class 24 contains 19495 members 
Mstep: Class 25 contains 1850 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15810 members 
Mstep: Class 30 contains 117230 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2002 members 
Mstep: Class 33 contains 4557 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169048.000000 Penalty: 126803.226562
Iteration 300F: 39 clusters Score -1.04169e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25430 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 15372 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38036 members 
Mstep: Class 11 contains 164544 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40722 members 
Mstep: Class 17 contains 108945 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36458 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 117172 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4556 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104168984.000000 Penalty: 126803.226562
Iteration 301Q: 39 clusters Score -1.04169e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25431 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 15372 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38022 members 
Mstep: Class 11 contains 164649 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 108879 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8333 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36453 members 
Mstep: Class 24 contains 19491 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8406 members 
Mstep: Class 29 contains 15814 members 
Mstep: Class 30 contains 117153 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4557 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169336.000000 Penalty: 126803.226562
Iteration 302Q: 39 clusters Score -1.041693e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25426 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 38008 members 
Mstep: Class 11 contains 164720 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40718 members 
Mstep: Class 17 contains 108816 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8329 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36448 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 117171 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4558 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169280.000000 Penalty: 126803.226562
Iteration 303Q: 39 clusters Score -1.041693e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25427 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 15376 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37991 members 
Mstep: Class 11 contains 164769 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 108792 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8328 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36445 members 
Mstep: Class 24 contains 19489 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 117164 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4558 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169392.000000 Penalty: 126803.226562
Iteration 304Q: 39 clusters Score -1.041694e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25416 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 15378 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37979 members 
Mstep: Class 11 contains 164836 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 108788 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8321 members 
Mstep: Class 21 contains 13786 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36442 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15813 members 
Mstep: Class 30 contains 117137 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4558 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169520.000000 Penalty: 126803.226562
Iteration 305Q: 39 clusters Score -1.041695e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25404 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 15372 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37973 members 
Mstep: Class 11 contains 164907 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 40716 members 
Mstep: Class 17 contains 108759 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36442 members 
Mstep: Class 24 contains 19493 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15809 members 
Mstep: Class 30 contains 117122 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2001 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169568.000000 Penalty: 126803.226562
Iteration 306Q: 39 clusters Score -1.041696e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25395 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10725 members 
Mstep: Class 7 contains 15371 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37957 members 
Mstep: Class 11 contains 165000 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 40712 members 
Mstep: Class 17 contains 108727 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36440 members 
Mstep: Class 24 contains 19497 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15805 members 
Mstep: Class 30 contains 117100 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169568.000000 Penalty: 126803.226562
Iteration 307Q: 39 clusters Score -1.041696e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25394 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10728 members 
Mstep: Class 7 contains 15374 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37946 members 
Mstep: Class 11 contains 165075 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 40710 members 
Mstep: Class 17 contains 108674 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8305 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36438 members 
Mstep: Class 24 contains 19498 members 
Mstep: Class 25 contains 1849 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15803 members 
Mstep: Class 30 contains 117105 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169552.000000 Penalty: 126803.226562
Iteration 308Q: 39 clusters Score -1.041696e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25386 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 15376 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37926 members 
Mstep: Class 11 contains 165176 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2039 members 
Mstep: Class 16 contains 40711 members 
Mstep: Class 17 contains 108623 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8296 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36432 members 
Mstep: Class 24 contains 19495 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 934 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15800 members 
Mstep: Class 30 contains 117105 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169552.000000 Penalty: 126803.226562
Iteration 309Q: 39 clusters Score -1.041696e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25374 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10734 members 
Mstep: Class 7 contains 15377 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37903 members 
Mstep: Class 11 contains 165242 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 40709 members 
Mstep: Class 17 contains 108621 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8286 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36429 members 
Mstep: Class 24 contains 19495 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15800 members 
Mstep: Class 30 contains 117085 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4564 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169616.000000 Penalty: 126803.226562
Iteration 310Q: 39 clusters Score -1.041696e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15379 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37886 members 
Mstep: Class 11 contains 165312 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 40704 members 
Mstep: Class 17 contains 108580 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36428 members 
Mstep: Class 24 contains 19494 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15799 members 
Mstep: Class 30 contains 117092 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4564 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169624.000000 Penalty: 126803.226562
Iteration 311Q: 39 clusters Score -1.041696e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25356 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15389 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37866 members 
Mstep: Class 11 contains 165370 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 40700 members 
Mstep: Class 17 contains 108561 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36425 members 
Mstep: Class 24 contains 19492 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15798 members 
Mstep: Class 30 contains 117101 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169648.000000 Penalty: 126803.226562
Iteration 312Q: 39 clusters Score -1.041696e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25349 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37843 members 
Mstep: Class 11 contains 165442 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 40699 members 
Mstep: Class 17 contains 108563 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36422 members 
Mstep: Class 24 contains 19489 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 15798 members 
Mstep: Class 30 contains 117074 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104169896.000000 Penalty: 126803.226562
Iteration 313Q: 39 clusters Score -1.041699e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25346 members 
Mstep: Class 4 contains 1854 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15397 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37826 members 
Mstep: Class 11 contains 165543 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40697 members 
Mstep: Class 17 contains 108537 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36417 members 
Mstep: Class 24 contains 19489 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8408 members 
Mstep: Class 29 contains 15801 members 
Mstep: Class 30 contains 117030 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170040.000000 Penalty: 126803.226562
Iteration 314Q: 39 clusters Score -1.0417e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25332 members 
Mstep: Class 4 contains 1853 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10748 members 
Mstep: Class 7 contains 15397 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37808 members 
Mstep: Class 11 contains 165623 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40694 members 
Mstep: Class 17 contains 108526 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36413 members 
Mstep: Class 24 contains 19487 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8408 members 
Mstep: Class 29 contains 15805 members 
Mstep: Class 30 contains 117003 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170352.000000 Penalty: 126803.226562
Iteration 315Q: 39 clusters Score -1.041704e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25333 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 15403 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37786 members 
Mstep: Class 11 contains 165679 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40689 members 
Mstep: Class 17 contains 108546 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36406 members 
Mstep: Class 24 contains 19488 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15803 members 
Mstep: Class 30 contains 116966 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170152.000000 Penalty: 126803.226562
Iteration 316Q: 39 clusters Score -1.041702e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25332 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37769 members 
Mstep: Class 11 contains 165773 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4757 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40684 members 
Mstep: Class 17 contains 108543 members 
Mstep: Class 18 contains 3153 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36400 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15808 members 
Mstep: Class 30 contains 116915 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 179 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170368.000000 Penalty: 126803.226562
Iteration 317Q: 39 clusters Score -1.041704e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25330 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37753 members 
Mstep: Class 11 contains 165869 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4754 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40678 members 
Mstep: Class 17 contains 108468 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36397 members 
Mstep: Class 24 contains 19495 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 116926 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170240.000000 Penalty: 126803.226562
Iteration 318Q: 39 clusters Score -1.041702e+08 nChanged 619
Entering ConstructFrom: 
Score: -104170240.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Entering Unmasked Estep 
Score: -2327412.250000 Penalty: 2391.536133
	Iteration 0F: 2 clusters Score -2327412 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 7817 members 
Entering Unmasked Estep 
Score: -2316184.750000 Penalty: 4783.072266
	Iteration 0F: 3 clusters Score -2316185 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2319898.250000 Penalty: 4783.072266
	Iteration 1F: 3 clusters Score -2319898 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2320364.000000 Penalty: 4783.072266
	Iteration 2F: 3 clusters Score -2320364 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2320897.000000 Penalty: 4783.072266
	Iteration 3F: 3 clusters Score -2320897 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2321485.000000 Penalty: 4783.072266
	Iteration 4Q: 3 clusters Score -2321485 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2321917.500000 Penalty: 4783.072266
	Iteration 5Q: 3 clusters Score -2321918 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2322230.750000 Penalty: 4783.072266
	Iteration 6Q: 3 clusters Score -2322231 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2322529.750000 Penalty: 4783.072266
	Iteration 7Q: 3 clusters Score -2322530 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2322778.250000 Penalty: 4783.072266
	Iteration 8Q: 3 clusters Score -2322778 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2323037.250000 Penalty: 4783.072266
	Iteration 9Q: 3 clusters Score -2323037 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2323295.500000 Penalty: 4783.072266
	Iteration 10Q: 3 clusters Score -2323296 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2323544.500000 Penalty: 4783.072266
	Iteration 11Q: 3 clusters Score -2323544 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2323805.750000 Penalty: 4783.072266
	Iteration 12Q: 3 clusters Score -2323806 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2324046.750000 Penalty: 4783.072266
	Iteration 13Q: 3 clusters Score -2324047 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2324298.750000 Penalty: 4783.072266
	Iteration 14Q: 3 clusters Score -2324299 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2324523.000000 Penalty: 4783.072266
	Iteration 15Q: 3 clusters Score -2324523 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2324714.250000 Penalty: 4783.072266
	Iteration 16Q: 3 clusters Score -2324714 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2324853.750000 Penalty: 4783.072266
	Iteration 17Q: 3 clusters Score -2324854 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2324996.250000 Penalty: 4783.072266
	Iteration 18Q: 3 clusters Score -2324996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2325067.000000 Penalty: 4783.072266
	Iteration 19Q: 3 clusters Score -2325067 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2325166.250000 Penalty: 4783.072266
	Iteration 20F: 3 clusters Score -2325166 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2325248.500000 Penalty: 4783.072266
	Iteration 21Q: 3 clusters Score -2325248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2325318.750000 Penalty: 4783.072266
	Iteration 22Q: 3 clusters Score -2325319 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2325384.500000 Penalty: 4783.072266
	Iteration 23Q: 3 clusters Score -2325384 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2325429.750000 Penalty: 4783.072266
	Iteration 24Q: 3 clusters Score -2325430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2325472.250000 Penalty: 4783.072266
	Iteration 25Q: 3 clusters Score -2325472 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2325528.250000 Penalty: 4783.072266
	Iteration 26Q: 3 clusters Score -2325528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2325560.250000 Penalty: 4783.072266
	Iteration 27Q: 3 clusters Score -2325560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2325591.000000 Penalty: 4783.072266
	Iteration 28Q: 3 clusters Score -2325591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2325612.250000 Penalty: 4783.072266
	Iteration 29Q: 3 clusters Score -2325612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2325638.750000 Penalty: 4783.072266
	Iteration 30Q: 3 clusters Score -2325639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2325651.000000 Penalty: 4783.072266
	Iteration 31Q: 3 clusters Score -2325651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2325660.500000 Penalty: 4783.072266
	Iteration 32Q: 3 clusters Score -2325660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2325671.000000 Penalty: 4783.072266
	Iteration 33Q: 3 clusters Score -2325671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2325684.500000 Penalty: 4783.072266
	Iteration 34Q: 3 clusters Score -2325684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2325697.000000 Penalty: 4783.072266
	Iteration 35Q: 3 clusters Score -2325697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2325707.750000 Penalty: 4783.072266
	Iteration 36Q: 3 clusters Score -2325708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2325713.250000 Penalty: 4783.072266
	Iteration 37Q: 3 clusters Score -2325713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2325726.500000 Penalty: 4783.072266
	Iteration 38Q: 3 clusters Score -2325726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2325730.750000 Penalty: 4783.072266
	Iteration 39Q: 3 clusters Score -2325731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2325737.000000 Penalty: 4783.072266
	Iteration 40F: 3 clusters Score -2325737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2325744.250000 Penalty: 4783.072266
	Iteration 41Q: 3 clusters Score -2325744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2325753.250000 Penalty: 4783.072266
	Iteration 42Q: 3 clusters Score -2325753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2325767.000000 Penalty: 4783.072266
	Iteration 43Q: 3 clusters Score -2325767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2325771.750000 Penalty: 4783.072266
	Iteration 44Q: 3 clusters Score -2325772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2325779.750000 Penalty: 4783.072266
	Iteration 45Q: 3 clusters Score -2325780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2325783.250000 Penalty: 4783.072266
	Iteration 46Q: 3 clusters Score -2325783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2325786.000000 Penalty: 4783.072266
	Iteration 47Q: 3 clusters Score -2325786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2325787.500000 Penalty: 4783.072266
	Iteration 48Q: 3 clusters Score -2325788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2325791.500000 Penalty: 4783.072266
	Iteration 49Q: 3 clusters Score -2325792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2325789.750000 Penalty: 4783.072266
	Iteration 50Q: 3 clusters Score -2325790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2325792.000000 Penalty: 4783.072266
	Iteration 51Q: 3 clusters Score -2325792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2325795.750000 Penalty: 4783.072266
	Iteration 52Q: 3 clusters Score -2325796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2325795.750000 Penalty: 4783.072266
	Iteration 53Q: 3 clusters Score -2325796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2325791.000000 Penalty: 4783.072266
	Iteration 54Q: 3 clusters Score -2325791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2325789.500000 Penalty: 4783.072266
	Iteration 55Q: 3 clusters Score -2325790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2325791.750000 Penalty: 4783.072266
	Iteration 56Q: 3 clusters Score -2325792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2325791.000000 Penalty: 4783.072266
	Iteration 57Q: 3 clusters Score -2325791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2325798.000000 Penalty: 4783.072266
	Iteration 58Q: 3 clusters Score -2325798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2325804.750000 Penalty: 4783.072266
	Iteration 59Q: 3 clusters Score -2325805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2325797.500000 Penalty: 4783.072266
	Iteration 60F: 3 clusters Score -2325798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2325797.250000 Penalty: 4783.072266
	Iteration 61Q: 3 clusters Score -2325797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2325802.250000 Penalty: 4783.072266
	Iteration 62Q: 3 clusters Score -2325802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2325801.000000 Penalty: 4783.072266
	Iteration 63Q: 3 clusters Score -2325801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2325803.000000 Penalty: 4783.072266
	Iteration 64Q: 3 clusters Score -2325803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2325802.250000 Penalty: 4783.072266
	Iteration 65Q: 3 clusters Score -2325802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2325803.750000 Penalty: 4783.072266
	Iteration 66Q: 3 clusters Score -2325804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2325801.500000 Penalty: 4783.072266
	Iteration 67Q: 3 clusters Score -2325802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2325807.750000 Penalty: 4783.072266
	Iteration 68Q: 3 clusters Score -2325808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2325806.000000 Penalty: 4783.072266
	Iteration 69Q: 3 clusters Score -2325806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2325810.750000 Penalty: 4783.072266
	Iteration 70Q: 3 clusters Score -2325811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2325812.500000 Penalty: 4783.072266
	Iteration 71Q: 3 clusters Score -2325812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2325812.000000 Penalty: 4783.072266
	Iteration 72Q: 3 clusters Score -2325812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2325813.000000 Penalty: 4783.072266
	Iteration 73Q: 3 clusters Score -2325813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2325817.750000 Penalty: 4783.072266
	Iteration 74Q: 3 clusters Score -2325818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2325818.250000 Penalty: 4783.072266
	Iteration 75Q: 3 clusters Score -2325818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2325819.500000 Penalty: 4783.072266
	Iteration 76Q: 3 clusters Score -2325820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2325815.000000 Penalty: 4783.072266
	Iteration 77Q: 3 clusters Score -2325815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2325813.000000 Penalty: 4783.072266
	Iteration 78Q: 3 clusters Score -2325813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2325815.000000 Penalty: 4783.072266
	Iteration 79Q: 3 clusters Score -2325815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2325819.000000 Penalty: 4783.072266
	Iteration 80F: 3 clusters Score -2325819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2325819.750000 Penalty: 4783.072266
	Iteration 81Q: 3 clusters Score -2325820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2325824.000000 Penalty: 4783.072266
	Iteration 82Q: 3 clusters Score -2325824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2325829.000000 Penalty: 4783.072266
	Iteration 83Q: 3 clusters Score -2325829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2325826.500000 Penalty: 4783.072266
	Iteration 84Q: 3 clusters Score -2325826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2325828.500000 Penalty: 4783.072266
	Iteration 85Q: 3 clusters Score -2325828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2325832.500000 Penalty: 4783.072266
	Iteration 86Q: 3 clusters Score -2325832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2325831.250000 Penalty: 4783.072266
	Iteration 87Q: 3 clusters Score -2325831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2325836.500000 Penalty: 4783.072266
	Iteration 88Q: 3 clusters Score -2325836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2325838.000000 Penalty: 4783.072266
	Iteration 89Q: 3 clusters Score -2325838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2325837.750000 Penalty: 4783.072266
	Iteration 90Q: 3 clusters Score -2325838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2325842.500000 Penalty: 4783.072266
	Iteration 91Q: 3 clusters Score -2325842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2325840.500000 Penalty: 4783.072266
	Iteration 92Q: 3 clusters Score -2325840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2325840.500000 Penalty: 4783.072266
	Iteration 93Q: 3 clusters Score -2325840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2325842.250000 Penalty: 4783.072266
	Iteration 94Q: 3 clusters Score -2325842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2325842.250000 Penalty: 4783.072266
	Iteration 95F: 3 clusters Score -2325842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -2323970.000000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -2323970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2313005.000000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -2313005 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2316567.500000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -2316568 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2317099.000000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -2317099 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2317707.750000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -2317708 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2318342.500000 Penalty: 4777.930664
	Iteration 4F: 3 clusters Score -2318342 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2319021.500000 Penalty: 4777.930664
	Iteration 5F: 3 clusters Score -2319022 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2319655.000000 Penalty: 4777.930664
	Iteration 6F: 3 clusters Score -2319655 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2320104.000000 Penalty: 4777.930664
	Iteration 7F: 3 clusters Score -2320104 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2320409.250000 Penalty: 4777.930664
	Iteration 8Q: 3 clusters Score -2320409 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2320660.250000 Penalty: 4777.930664
	Iteration 9Q: 3 clusters Score -2320660 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2320892.000000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -2320892 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2321122.250000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -2321122 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2321356.250000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -2321356 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2321535.750000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -2321536 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2321665.500000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -2321666 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2321780.500000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -2321780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2321885.500000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -2321886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2322002.500000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -2322002 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2322097.000000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -2322097 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2322176.750000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -2322177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2322220.500000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -2322220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2322259.500000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -2322260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2322296.500000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -2322296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2322329.500000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -2322330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2322347.750000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -2322348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2322370.750000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -2322371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2322386.500000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -2322386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2322396.500000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -2322396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2322413.250000 Penalty: 4777.930664
	Iteration 28Q: 3 clusters Score -2322413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2322427.500000 Penalty: 4777.930664
	Iteration 29Q: 3 clusters Score -2322428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2322440.000000 Penalty: 4777.930664
	Iteration 30Q: 3 clusters Score -2322440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2322449.000000 Penalty: 4777.930664
	Iteration 31Q: 3 clusters Score -2322449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2322454.500000 Penalty: 4777.930664
	Iteration 32Q: 3 clusters Score -2322454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2322469.000000 Penalty: 4777.930664
	Iteration 33Q: 3 clusters Score -2322469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2322478.500000 Penalty: 4777.930664
	Iteration 34Q: 3 clusters Score -2322478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2322476.750000 Penalty: 4777.930664
	Iteration 35Q: 3 clusters Score -2322477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2322485.000000 Penalty: 4777.930664
	Iteration 36Q: 3 clusters Score -2322485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2322491.500000 Penalty: 4777.930664
	Iteration 37Q: 3 clusters Score -2322492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2322488.500000 Penalty: 4777.930664
	Iteration 38Q: 3 clusters Score -2322488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2322492.500000 Penalty: 4777.930664
	Iteration 39Q: 3 clusters Score -2322492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2322494.750000 Penalty: 4777.930664
	Iteration 40F: 3 clusters Score -2322495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2322498.750000 Penalty: 4777.930664
	Iteration 41Q: 3 clusters Score -2322499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2322499.000000 Penalty: 4777.930664
	Iteration 42Q: 3 clusters Score -2322499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2322499.000000 Penalty: 4777.930664
	Iteration 43Q: 3 clusters Score -2322499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2322499.750000 Penalty: 4777.930664
	Iteration 44Q: 3 clusters Score -2322500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2322499.750000 Penalty: 4777.930664
	Iteration 45F: 3 clusters Score -2322500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -3839957.000000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -3839957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3822466.750000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -3822467 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3828383.500000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -3828384 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3828794.250000 Penalty: 5029.098145
	Iteration 2Q: 3 clusters Score -3828794 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3829233.000000 Penalty: 5029.098145
	Iteration 3Q: 3 clusters Score -3829233 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3829686.750000 Penalty: 5029.098145
	Iteration 4Q: 3 clusters Score -3829687 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3830246.500000 Penalty: 5029.098145
	Iteration 5Q: 3 clusters Score -3830246 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3830996.500000 Penalty: 5029.098145
	Iteration 6F: 3 clusters Score -3830996 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -3831953.000000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -3831953 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3833183.000000 Penalty: 5029.098145
	Iteration 8F: 3 clusters Score -3833183 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3834451.250000 Penalty: 5029.098145
	Iteration 9F: 3 clusters Score -3834451 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3835687.000000 Penalty: 5029.098145
	Iteration 10F: 3 clusters Score -3835687 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3836629.750000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -3836630 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3837159.750000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -3837160 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3837429.500000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -3837430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3837577.500000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -3837578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3837660.000000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -3837660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3837724.000000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -3837724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3837764.000000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -3837764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3837798.250000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -3837798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3837802.250000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -3837802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3837821.750000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -3837822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3837834.750000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -3837835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3837846.750000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -3837847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3837849.250000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -3837849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3837854.250000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -3837854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3837855.250000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -3837855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3837867.000000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -3837867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3837868.500000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -3837868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3837868.500000 Penalty: 5029.098145
	Iteration 28F: 3 clusters Score -3837868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -272861.843750 Penalty: 1865.555298
	Iteration 0F: 2 clusters Score -272861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -270326.656250 Penalty: 3731.110596
	Iteration 0F: 3 clusters Score -270326.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -270741.500000 Penalty: 3731.110596
	Iteration 1F: 3 clusters Score -270741.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -270884.656250 Penalty: 3731.110596
	Iteration 2F: 3 clusters Score -270884.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -270978.281250 Penalty: 3731.110596
	Iteration 3Q: 3 clusters Score -270978.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271063.062500 Penalty: 3731.110596
	Iteration 4Q: 3 clusters Score -271063.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271136.375000 Penalty: 3731.110596
	Iteration 5Q: 3 clusters Score -271136.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271219.093750 Penalty: 3731.110596
	Iteration 6Q: 3 clusters Score -271219.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271307.187500 Penalty: 3731.110596
	Iteration 7Q: 3 clusters Score -271307.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -271379.437500 Penalty: 3731.110596
	Iteration 8Q: 3 clusters Score -271379.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -271445.718750 Penalty: 3731.110596
	Iteration 9Q: 3 clusters Score -271445.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271512.656250 Penalty: 3731.110596
	Iteration 10Q: 3 clusters Score -271512.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271574.406250 Penalty: 3731.110596
	Iteration 11Q: 3 clusters Score -271574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271623.718750 Penalty: 3731.110596
	Iteration 12Q: 3 clusters Score -271623.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271654.375000 Penalty: 3731.110596
	Iteration 13Q: 3 clusters Score -271654.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271694.000000 Penalty: 3731.110596
	Iteration 14Q: 3 clusters Score -271694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271733.468750 Penalty: 3731.110596
	Iteration 15Q: 3 clusters Score -271733.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -271764.625000 Penalty: 3731.110596
	Iteration 16Q: 3 clusters Score -271764.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271796.593750 Penalty: 3731.110596
	Iteration 17Q: 3 clusters Score -271796.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -271830.656250 Penalty: 3731.110596
	Iteration 18Q: 3 clusters Score -271830.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271853.781250 Penalty: 3731.110596
	Iteration 19Q: 3 clusters Score -271853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -271867.843750 Penalty: 3731.110596
	Iteration 20F: 3 clusters Score -271867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -271875.937500 Penalty: 3731.110596
	Iteration 21Q: 3 clusters Score -271875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271881.000000 Penalty: 3731.110596
	Iteration 22Q: 3 clusters Score -271881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271887.281250 Penalty: 3731.110596
	Iteration 23Q: 3 clusters Score -271887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -271890.406250 Penalty: 3731.110596
	Iteration 24Q: 3 clusters Score -271890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271894.062500 Penalty: 3731.110596
	Iteration 25Q: 3 clusters Score -271894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271896.968750 Penalty: 3731.110596
	Iteration 26Q: 3 clusters Score -271897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271898.031250 Penalty: 3731.110596
	Iteration 27Q: 3 clusters Score -271898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271899.250000 Penalty: 3731.110596
	Iteration 28Q: 3 clusters Score -271899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271899.250000 Penalty: 3731.110596
	Iteration 29F: 3 clusters Score -271899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32123.392578 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32123.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32382.871094 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32382.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32523.851562 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32523.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32577.281250 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32577.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32596.222656 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32596.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32610.470703 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32610.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32610.470703 Penalty: 2810.547607
	Iteration 6F: 3 clusters Score -32610.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -1627422.375000 Penalty: 2302.169189
	Iteration 0F: 2 clusters Score -1627422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1619337.500000 Penalty: 4604.338379
	Iteration 0F: 3 clusters Score -1619338 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1621655.625000 Penalty: 4604.338379
	Iteration 1F: 3 clusters Score -1621656 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1621954.625000 Penalty: 4604.338379
	Iteration 2F: 3 clusters Score -1621955 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1622165.000000 Penalty: 4604.338379
	Iteration 3Q: 3 clusters Score -1622165 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1622362.250000 Penalty: 4604.338379
	Iteration 4Q: 3 clusters Score -1622362 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1622550.000000 Penalty: 4604.338379
	Iteration 5Q: 3 clusters Score -1622550 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1622708.625000 Penalty: 4604.338379
	Iteration 6Q: 3 clusters Score -1622709 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1622875.750000 Penalty: 4604.338379
	Iteration 7Q: 3 clusters Score -1622876 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1623047.125000 Penalty: 4604.338379
	Iteration 8Q: 3 clusters Score -1623047 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1623229.250000 Penalty: 4604.338379
	Iteration 9Q: 3 clusters Score -1623229 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1623430.375000 Penalty: 4604.338379
	Iteration 10Q: 3 clusters Score -1623430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1623635.625000 Penalty: 4604.338379
	Iteration 11Q: 3 clusters Score -1623636 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1623847.000000 Penalty: 4604.338379
	Iteration 12Q: 3 clusters Score -1623847 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1624084.000000 Penalty: 4604.338379
	Iteration 13Q: 3 clusters Score -1624084 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1624291.875000 Penalty: 4604.338379
	Iteration 14Q: 3 clusters Score -1624292 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1624465.500000 Penalty: 4604.338379
	Iteration 15Q: 3 clusters Score -1624466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1624606.375000 Penalty: 4604.338379
	Iteration 16Q: 3 clusters Score -1624606 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1624706.250000 Penalty: 4604.338379
	Iteration 17Q: 3 clusters Score -1624706 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1624781.750000 Penalty: 4604.338379
	Iteration 18Q: 3 clusters Score -1624782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1624845.375000 Penalty: 4604.338379
	Iteration 19Q: 3 clusters Score -1624845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1624890.500000 Penalty: 4604.338379
	Iteration 20F: 3 clusters Score -1624890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1624928.875000 Penalty: 4604.338379
	Iteration 21Q: 3 clusters Score -1624929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1624960.500000 Penalty: 4604.338379
	Iteration 22Q: 3 clusters Score -1624960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1625005.625000 Penalty: 4604.338379
	Iteration 23Q: 3 clusters Score -1625006 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1625044.500000 Penalty: 4604.338379
	Iteration 24Q: 3 clusters Score -1625044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1625068.000000 Penalty: 4604.338379
	Iteration 25Q: 3 clusters Score -1625068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1625089.375000 Penalty: 4604.338379
	Iteration 26Q: 3 clusters Score -1625089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1625104.125000 Penalty: 4604.338379
	Iteration 27Q: 3 clusters Score -1625104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1625111.500000 Penalty: 4604.338379
	Iteration 28Q: 3 clusters Score -1625112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1625124.625000 Penalty: 4604.338379
	Iteration 29Q: 3 clusters Score -1625125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1625136.250000 Penalty: 4604.338379
	Iteration 30Q: 3 clusters Score -1625136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1625137.750000 Penalty: 4604.338379
	Iteration 31Q: 3 clusters Score -1625138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1625149.750000 Penalty: 4604.338379
	Iteration 32Q: 3 clusters Score -1625150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1625155.250000 Penalty: 4604.338379
	Iteration 33Q: 3 clusters Score -1625155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1625163.125000 Penalty: 4604.338379
	Iteration 34Q: 3 clusters Score -1625163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1625167.375000 Penalty: 4604.338379
	Iteration 35Q: 3 clusters Score -1625167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1625171.375000 Penalty: 4604.338379
	Iteration 36Q: 3 clusters Score -1625171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1625178.625000 Penalty: 4604.338379
	Iteration 37Q: 3 clusters Score -1625179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1625178.000000 Penalty: 4604.338379
	Iteration 38Q: 3 clusters Score -1625178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1625188.500000 Penalty: 4604.338379
	Iteration 39Q: 3 clusters Score -1625188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1625194.125000 Penalty: 4604.338379
	Iteration 40F: 3 clusters Score -1625194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1625194.875000 Penalty: 4604.338379
	Iteration 41Q: 3 clusters Score -1625195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1625198.125000 Penalty: 4604.338379
	Iteration 42Q: 3 clusters Score -1625198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1625201.250000 Penalty: 4604.338379
	Iteration 43Q: 3 clusters Score -1625201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1625205.500000 Penalty: 4604.338379
	Iteration 44Q: 3 clusters Score -1625206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1625204.125000 Penalty: 4604.338379
	Iteration 45Q: 3 clusters Score -1625204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1625207.500000 Penalty: 4604.338379
	Iteration 46Q: 3 clusters Score -1625208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1625209.750000 Penalty: 4604.338379
	Iteration 47Q: 3 clusters Score -1625210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1625211.625000 Penalty: 4604.338379
	Iteration 48Q: 3 clusters Score -1625212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1625214.250000 Penalty: 4604.338379
	Iteration 49Q: 3 clusters Score -1625214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1625218.375000 Penalty: 4604.338379
	Iteration 50Q: 3 clusters Score -1625218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1625224.250000 Penalty: 4604.338379
	Iteration 51Q: 3 clusters Score -1625224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1625231.125000 Penalty: 4604.338379
	Iteration 52Q: 3 clusters Score -1625231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1625237.500000 Penalty: 4604.338379
	Iteration 53Q: 3 clusters Score -1625238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1625240.875000 Penalty: 4604.338379
	Iteration 54Q: 3 clusters Score -1625241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1625244.250000 Penalty: 4604.338379
	Iteration 55Q: 3 clusters Score -1625244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1625245.375000 Penalty: 4604.338379
	Iteration 56Q: 3 clusters Score -1625245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1625253.375000 Penalty: 4604.338379
	Iteration 57Q: 3 clusters Score -1625253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1625259.000000 Penalty: 4604.338379
	Iteration 58Q: 3 clusters Score -1625259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1625264.250000 Penalty: 4604.338379
	Iteration 59Q: 3 clusters Score -1625264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1625270.875000 Penalty: 4604.338379
	Iteration 60F: 3 clusters Score -1625271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1625265.125000 Penalty: 4604.338379
	Iteration 61Q: 3 clusters Score -1625265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1625265.875000 Penalty: 4604.338379
	Iteration 62Q: 3 clusters Score -1625266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1625270.875000 Penalty: 4604.338379
	Iteration 63Q: 3 clusters Score -1625271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1625273.375000 Penalty: 4604.338379
	Iteration 64Q: 3 clusters Score -1625273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1625277.125000 Penalty: 4604.338379
	Iteration 65Q: 3 clusters Score -1625277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1625283.625000 Penalty: 4604.338379
	Iteration 66Q: 3 clusters Score -1625284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1625283.750000 Penalty: 4604.338379
	Iteration 67Q: 3 clusters Score -1625284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1625291.375000 Penalty: 4604.338379
	Iteration 68Q: 3 clusters Score -1625291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1625296.125000 Penalty: 4604.338379
	Iteration 69Q: 3 clusters Score -1625296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1625301.125000 Penalty: 4604.338379
	Iteration 70Q: 3 clusters Score -1625301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1625307.000000 Penalty: 4604.338379
	Iteration 71Q: 3 clusters Score -1625307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1625310.875000 Penalty: 4604.338379
	Iteration 72Q: 3 clusters Score -1625311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1625310.875000 Penalty: 4604.338379
	Iteration 73Q: 3 clusters Score -1625311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1625310.250000 Penalty: 4604.338379
	Iteration 74Q: 3 clusters Score -1625310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1625312.125000 Penalty: 4604.338379
	Iteration 75Q: 3 clusters Score -1625312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1625313.750000 Penalty: 4604.338379
	Iteration 76Q: 3 clusters Score -1625314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1625319.625000 Penalty: 4604.338379
	Iteration 77Q: 3 clusters Score -1625320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1625323.250000 Penalty: 4604.338379
	Iteration 78Q: 3 clusters Score -1625323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1625325.250000 Penalty: 4604.338379
	Iteration 79Q: 3 clusters Score -1625325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1625332.500000 Penalty: 4604.338379
	Iteration 80F: 3 clusters Score -1625332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1625334.250000 Penalty: 4604.338379
	Iteration 81Q: 3 clusters Score -1625334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1625332.500000 Penalty: 4604.338379
	Iteration 82Q: 3 clusters Score -1625332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1625331.875000 Penalty: 4604.338379
	Iteration 83Q: 3 clusters Score -1625332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1625341.500000 Penalty: 4604.338379
	Iteration 84Q: 3 clusters Score -1625342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1625344.250000 Penalty: 4604.338379
	Iteration 85Q: 3 clusters Score -1625344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1625344.875000 Penalty: 4604.338379
	Iteration 86Q: 3 clusters Score -1625345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1625346.750000 Penalty: 4604.338379
	Iteration 87Q: 3 clusters Score -1625347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1625348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1625348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1625352.750000 Penalty: 4604.338379
	Iteration 90Q: 3 clusters Score -1625353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1625357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1625357.250000 Penalty: 4604.338379
	Iteration 92Q: 3 clusters Score -1625357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1625355.500000 Penalty: 4604.338379
	Iteration 93Q: 3 clusters Score -1625356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1625353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1625354.125000 Penalty: 4604.338379
	Iteration 95Q: 3 clusters Score -1625354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1625351.750000 Penalty: 4604.338379
	Iteration 96Q: 3 clusters Score -1625352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1625354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1625358.500000 Penalty: 4604.338379
	Iteration 98Q: 3 clusters Score -1625358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1625357.875000 Penalty: 4604.338379
	Iteration 99Q: 3 clusters Score -1625358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1625362.000000 Penalty: 4604.338379
	Iteration 100F: 3 clusters Score -1625362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1625365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1625361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1625365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1625367.125000 Penalty: 4604.338379
	Iteration 104Q: 3 clusters Score -1625367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1625369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1625370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1625374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1625374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1625370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1625375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1625379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1625383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1625386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1625386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1625388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1625392.875000 Penalty: 4604.338379
	Iteration 116Q: 3 clusters Score -1625393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1625396.750000 Penalty: 4604.338379
	Iteration 117Q: 3 clusters Score -1625397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1625392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1625394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1625393.125000 Penalty: 4604.338379
	Iteration 120F: 3 clusters Score -1625393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1625400.750000 Penalty: 4604.338379
	Iteration 121Q: 3 clusters Score -1625401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1625400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1625399 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7398 members 
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	Iteration 124Q: 3 clusters Score -1625396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1625395 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1625396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1625395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1625398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1625400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1625403.750000 Penalty: 4604.338379
	Iteration 130Q: 3 clusters Score -1625404 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
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	Iteration 131Q: 3 clusters Score -1625406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1625405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1625408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1625405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1625412.500000 Penalty: 4604.338379
	Iteration 135Q: 3 clusters Score -1625412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1625417 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7525 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1625419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
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Entering Unmasked Estep 
Score: -1625422.625000 Penalty: 4604.338379
	Iteration 138Q: 3 clusters Score -1625423 nChanged 11
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1625420 nChanged 4
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Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1625424.750000 Penalty: 4604.338379
	Iteration 140F: 3 clusters Score -1625425 nChanged 2
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Mstep: Class 1 contains 7557 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1625425 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1625426 nChanged 2
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Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3190 members 
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	Iteration 143Q: 3 clusters Score -1625426 nChanged 3
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Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1625427 nChanged 7
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Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1625428.000000 Penalty: 4604.338379
	Iteration 145Q: 3 clusters Score -1625428 nChanged 4
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Mstep: Class 1 contains 7577 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1625429 nChanged 5
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Mstep: Class 1 contains 7582 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1625428 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1625428 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1625427 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1625432.000000 Penalty: 4604.338379
	Iteration 150Q: 3 clusters Score -1625432 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1625436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1625438.000000 Penalty: 4604.338379
	Iteration 152Q: 3 clusters Score -1625438 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1625441 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7646 members 
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Entering Unmasked Estep 
Score: -1625439.125000 Penalty: 4604.338379
	Iteration 154Q: 3 clusters Score -1625439 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1625443 nChanged 13
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Mstep: Class 1 contains 7670 members 
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	Iteration 156Q: 3 clusters Score -1625443 nChanged 19
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Mstep: Class 1 contains 7689 members 
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	Iteration 157Q: 3 clusters Score -1625448 nChanged 22
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	Iteration 158Q: 3 clusters Score -1625457 nChanged 19
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Mstep: Class 1 contains 7728 members 
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	Iteration 159Q: 3 clusters Score -1625458 nChanged 14
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Mstep: Class 1 contains 7742 members 
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	Iteration 160F: 3 clusters Score -1625456 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7747 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1625459 nChanged 7
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2999 members 
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	Iteration 162Q: 3 clusters Score -1625458 nChanged 9
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Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2990 members 
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	Iteration 163Q: 3 clusters Score -1625463 nChanged 11
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Mstep: Class 1 contains 7772 members 
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	Iteration 164Q: 3 clusters Score -1625464 nChanged 6
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	Iteration 165Q: 3 clusters Score -1625469 nChanged 4
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Mstep: Class 1 contains 7782 members 
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	Iteration 166Q: 3 clusters Score -1625470 nChanged 1
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	Iteration 167Q: 3 clusters Score -1625467 nChanged 2
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	Iteration 168Q: 3 clusters Score -1625471 nChanged 3
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Mstep: Class 1 contains 7788 members 
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	Iteration 169Q: 3 clusters Score -1625469 nChanged 2
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	Iteration 170Q: 3 clusters Score -1625468 nChanged 3
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Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2960 members 
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	Iteration 171Q: 3 clusters Score -1625469 nChanged 1
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	Iteration 172Q: 3 clusters Score -1625470 nChanged 1
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	Iteration 173Q: 3 clusters Score -1625471 nChanged 2
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	Iteration 174Q: 3 clusters Score -1625470 nChanged 4
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Mstep: Class 1 contains 7801 members 
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	Iteration 175Q: 3 clusters Score -1625469 nChanged 7
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	Iteration 176Q: 3 clusters Score -1625469 nChanged 4
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1625470 nChanged 5
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Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1625471 nChanged 3
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1625470 nChanged 2
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Mstep: Class 1 contains 7822 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1625472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1625471.750000 Penalty: 4604.338379
	Iteration 181Q: 3 clusters Score -1625472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1625475.000000 Penalty: 4604.338379
	Iteration 182Q: 3 clusters Score -1625475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1625473.875000 Penalty: 4604.338379
	Iteration 183Q: 3 clusters Score -1625474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1625475.625000 Penalty: 4604.338379
	Iteration 184Q: 3 clusters Score -1625476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1625475.375000 Penalty: 4604.338379
	Iteration 185Q: 3 clusters Score -1625475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1625479.500000 Penalty: 4604.338379
	Iteration 186Q: 3 clusters Score -1625480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1625476.875000 Penalty: 4604.338379
	Iteration 187Q: 3 clusters Score -1625477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1625481.250000 Penalty: 4604.338379
	Iteration 188Q: 3 clusters Score -1625481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1625480.500000 Penalty: 4604.338379
	Iteration 189Q: 3 clusters Score -1625480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1625479.875000 Penalty: 4604.338379
	Iteration 190Q: 3 clusters Score -1625480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1625474.375000 Penalty: 4604.338379
	Iteration 191Q: 3 clusters Score -1625474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1625478.375000 Penalty: 4604.338379
	Iteration 192Q: 3 clusters Score -1625478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1625478.375000 Penalty: 4604.338379
	Iteration 193F: 3 clusters Score -1625478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -2382733.250000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -2382733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2371561.500000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -2371562 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2375088.500000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -2375088 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2375405.000000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -2375405 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2375654.750000 Penalty: 4782.686035
	Iteration 3Q: 3 clusters Score -2375655 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2375918.250000 Penalty: 4782.686035
	Iteration 4Q: 3 clusters Score -2375918 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2376213.000000 Penalty: 4782.686035
	Iteration 5Q: 3 clusters Score -2376213 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2376632.750000 Penalty: 4782.686035
	Iteration 6Q: 3 clusters Score -2376633 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2377204.250000 Penalty: 4782.686035
	Iteration 7F: 3 clusters Score -2377204 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2377939.750000 Penalty: 4782.686035
	Iteration 8F: 3 clusters Score -2377940 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2378763.250000 Penalty: 4782.686035
	Iteration 9F: 3 clusters Score -2378763 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2379524.750000 Penalty: 4782.686035
	Iteration 10F: 3 clusters Score -2379525 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2379992.750000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -2379993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2380246.250000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -2380246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2380393.250000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -2380393 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2380455.750000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -2380456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2380511.000000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -2380511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2380541.750000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -2380542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2380569.000000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -2380569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2380591.250000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -2380591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2380603.250000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -2380603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2380602.750000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -2380603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2380606.500000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -2380606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2380608.000000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -2380608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2380610.250000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -2380610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2380611.500000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -2380612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2380614.750000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -2380615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2380618.500000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -2380618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2380622.000000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -2380622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2380622.000000 Penalty: 4782.686035
	Iteration 28F: 3 clusters Score -2380622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -411895.562500 Penalty: 1972.422974
	Iteration 0F: 2 clusters Score -411895.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -408754.187500 Penalty: 3944.845947
	Iteration 0F: 3 clusters Score -408754.2 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -409479.968750 Penalty: 3944.845947
	Iteration 1F: 3 clusters Score -409480 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -409725.812500 Penalty: 3944.845947
	Iteration 2F: 3 clusters Score -409725.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -409964.687500 Penalty: 3944.845947
	Iteration 3F: 3 clusters Score -409964.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -410161.968750 Penalty: 3944.845947
	Iteration 4F: 3 clusters Score -410162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -410396.031250 Penalty: 3944.845947
	Iteration 5F: 3 clusters Score -410396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -410681.531250 Penalty: 3944.845947
	Iteration 6F: 3 clusters Score -410681.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -410966.437500 Penalty: 3944.845947
	Iteration 7F: 3 clusters Score -410966.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -411232.625000 Penalty: 3944.845947
	Iteration 8F: 3 clusters Score -411232.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -411411.031250 Penalty: 3944.845947
	Iteration 9Q: 3 clusters Score -411411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -411520.531250 Penalty: 3944.845947
	Iteration 10Q: 3 clusters Score -411520.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411592.937500 Penalty: 3944.845947
	Iteration 11Q: 3 clusters Score -411592.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -411628.468750 Penalty: 3944.845947
	Iteration 12Q: 3 clusters Score -411628.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -411642.093750 Penalty: 3944.845947
	Iteration 13Q: 3 clusters Score -411642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -411648.468750 Penalty: 3944.845947
	Iteration 14Q: 3 clusters Score -411648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -411651.625000 Penalty: 3944.845947
	Iteration 15Q: 3 clusters Score -411651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -411652.562500 Penalty: 3944.845947
	Iteration 16Q: 3 clusters Score -411652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -411654.750000 Penalty: 3944.845947
	Iteration 17Q: 3 clusters Score -411654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -411655.031250 Penalty: 3944.845947
	Iteration 18Q: 3 clusters Score -411655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -411655.031250 Penalty: 3944.845947
	Iteration 19F: 3 clusters Score -411655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -731291.062500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731291.1 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -732527.625000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732527.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -732865.875000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -732865.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -733093.812500 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -733093.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -733268.000000 Penalty: 4227.001465
	Iteration 4Q: 3 clusters Score -733268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -733410.125000 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -733410.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -733573.687500 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -733573.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -733737.062500 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -733737.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -733920.687500 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -733920.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -734095.312500 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -734095.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -734239.500000 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -734239.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -734352.812500 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -734352.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -734448.125000 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -734448.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -734522.750000 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -734522.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -734610.000000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -734610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -734719.250000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -734719.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -734890.625000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -734890.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -735128.125000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -735128.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -735308.500000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735308.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -735393.062500 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735393.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -735431.312500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735431.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -735456.187500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -735469.687500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735469.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -735478.250000 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -735481.562500 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -735485.875000 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -735488.000000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -735488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -735489.250000 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -735489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -735488.562500 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -735488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -735488.562500 Penalty: 4227.001465
	Iteration 29F: 3 clusters Score -735488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Entering Unmasked Estep 
Score: -5683591.000000 Penalty: 2613.509277
	Iteration 0F: 2 clusters Score -5683591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5658083.500000 Penalty: 5227.018555
	Iteration 0F: 3 clusters Score -5658084 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -5667380.500000 Penalty: 5227.018555
	Iteration 1F: 3 clusters Score -5667380 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5668227.000000 Penalty: 5227.018555
	Iteration 2Q: 3 clusters Score -5668227 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5669268.500000 Penalty: 5227.018555
	Iteration 3F: 3 clusters Score -5669268 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5670388.500000 Penalty: 5227.018555
	Iteration 4F: 3 clusters Score -5670388 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5671523.500000 Penalty: 5227.018555
	Iteration 5F: 3 clusters Score -5671524 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5672695.500000 Penalty: 5227.018555
	Iteration 6F: 3 clusters Score -5672696 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -5673857.000000 Penalty: 5227.018555
	Iteration 7F: 3 clusters Score -5673857 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5674982.500000 Penalty: 5227.018555
	Iteration 8F: 3 clusters Score -5674982 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5676138.000000 Penalty: 5227.018555
	Iteration 9F: 3 clusters Score -5676138 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5677203.500000 Penalty: 5227.018555
	Iteration 10Q: 3 clusters Score -5677204 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5678379.000000 Penalty: 5227.018555
	Iteration 11Q: 3 clusters Score -5678379 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5679808.500000 Penalty: 5227.018555
	Iteration 12Q: 3 clusters Score -5679808 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5681297.000000 Penalty: 5227.018555
	Iteration 13Q: 3 clusters Score -5681297 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5682054.500000 Penalty: 5227.018555
	Iteration 14Q: 3 clusters Score -5682054 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -5682258.000000 Penalty: 5227.018555
	Iteration 15Q: 3 clusters Score -5682258 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -5682364.500000 Penalty: 5227.018555
	Iteration 16Q: 3 clusters Score -5682364 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -5682420.000000 Penalty: 5227.018555
	Iteration 17Q: 3 clusters Score -5682420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -5682463.500000 Penalty: 5227.018555
	Iteration 18Q: 3 clusters Score -5682464 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5682505.500000 Penalty: 5227.018555
	Iteration 19Q: 3 clusters Score -5682506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5682523.500000 Penalty: 5227.018555
	Iteration 20F: 3 clusters Score -5682524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5682546.000000 Penalty: 5227.018555
	Iteration 21Q: 3 clusters Score -5682546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -5682577.000000 Penalty: 5227.018555
	Iteration 22Q: 3 clusters Score -5682577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5682583.500000 Penalty: 5227.018555
	Iteration 23Q: 3 clusters Score -5682584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5682589.500000 Penalty: 5227.018555
	Iteration 24Q: 3 clusters Score -5682590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5682588.500000 Penalty: 5227.018555
	Iteration 25Q: 3 clusters Score -5682588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -5682585.000000 Penalty: 5227.018555
	Iteration 26Q: 3 clusters Score -5682585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5682591.000000 Penalty: 5227.018555
	Iteration 27Q: 3 clusters Score -5682591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5682595.500000 Penalty: 5227.018555
	Iteration 28Q: 3 clusters Score -5682596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -5682599.000000 Penalty: 5227.018555
	Iteration 29Q: 3 clusters Score -5682599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5682614.000000 Penalty: 5227.018555
	Iteration 30Q: 3 clusters Score -5682614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5682617.500000 Penalty: 5227.018555
	Iteration 31Q: 3 clusters Score -5682618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5682625.000000 Penalty: 5227.018555
	Iteration 32Q: 3 clusters Score -5682625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5682629.500000 Penalty: 5227.018555
	Iteration 33Q: 3 clusters Score -5682630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -5682627.000000 Penalty: 5227.018555
	Iteration 34Q: 3 clusters Score -5682627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5682634.500000 Penalty: 5227.018555
	Iteration 35Q: 3 clusters Score -5682634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -5682630.500000 Penalty: 5227.018555
	Iteration 36Q: 3 clusters Score -5682630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -5682631.500000 Penalty: 5227.018555
	Iteration 37Q: 3 clusters Score -5682632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5682632.000000 Penalty: 5227.018555
	Iteration 38Q: 3 clusters Score -5682632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5682629.000000 Penalty: 5227.018555
	Iteration 39Q: 3 clusters Score -5682629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5682629.000000 Penalty: 5227.018555
	Iteration 40F: 3 clusters Score -5682629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (165960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Entering Unmasked Estep 
Score: -25511198.000000 Penalty: 2980.836426
	Iteration 0F: 2 clusters Score -2.55112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -25409446.000000 Penalty: 5961.672852
	Iteration 0F: 3 clusters Score -2.540945e+07 nChanged 79487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -25455244.000000 Penalty: 5961.672852
	Iteration 1F: 3 clusters Score -2.545524e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -25455840.000000 Penalty: 5961.672852
	Iteration 2Q: 3 clusters Score -2.545584e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -25456908.000000 Penalty: 5961.672852
	Iteration 3Q: 3 clusters Score -2.545691e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -25457928.000000 Penalty: 5961.672852
	Iteration 4Q: 3 clusters Score -2.545793e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -25459038.000000 Penalty: 5961.672852
	Iteration 5Q: 3 clusters Score -2.545904e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -25460696.000000 Penalty: 5961.672852
	Iteration 6Q: 3 clusters Score -2.54607e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -25463816.000000 Penalty: 5961.672852
	Iteration 7Q: 3 clusters Score -2.546382e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -25468302.000000 Penalty: 5961.672852
	Iteration 8Q: 3 clusters Score -2.54683e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -25474418.000000 Penalty: 5961.672852
	Iteration 9F: 3 clusters Score -2.547442e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -25481584.000000 Penalty: 5961.672852
	Iteration 10F: 3 clusters Score -2.548158e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -25488214.000000 Penalty: 5961.672852
	Iteration 11F: 3 clusters Score -2.548821e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -25492922.000000 Penalty: 5961.672852
	Iteration 12Q: 3 clusters Score -2.549292e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 129037 members 
Entering Unmasked Estep 
Score: -25495500.000000 Penalty: 5961.672852
	Iteration 13Q: 3 clusters Score -2.54955e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 128936 members 
Entering Unmasked Estep 
Score: -25496792.000000 Penalty: 5961.672852
	Iteration 14Q: 3 clusters Score -2.549679e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -25497216.000000 Penalty: 5961.672852
	Iteration 15Q: 3 clusters Score -2.549722e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -25497486.000000 Penalty: 5961.672852
	Iteration 16Q: 3 clusters Score -2.549749e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -25497506.000000 Penalty: 5961.672852
	Iteration 17Q: 3 clusters Score -2.549751e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -25497552.000000 Penalty: 5961.672852
	Iteration 18Q: 3 clusters Score -2.549755e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -25497434.000000 Penalty: 5961.672852
	Iteration 19Q: 3 clusters Score -2.549743e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 126887 members 
Entering Unmasked Estep 
Score: -25497494.000000 Penalty: 5961.672852
	Iteration 20F: 3 clusters Score -2.549749e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 126429 members 
Entering Unmasked Estep 
Score: -25497512.000000 Penalty: 5961.672852
	Iteration 21Q: 3 clusters Score -2.549751e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -25497588.000000 Penalty: 5961.672852
	Iteration 22Q: 3 clusters Score -2.549759e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 125606 members 
Entering Unmasked Estep 
Score: -25497546.000000 Penalty: 5961.672852
	Iteration 23Q: 3 clusters Score -2.549755e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -25497522.000000 Penalty: 5961.672852
	Iteration 24Q: 3 clusters Score -2.549752e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 124744 members 
Entering Unmasked Estep 
Score: -25497556.000000 Penalty: 5961.672852
	Iteration 25Q: 3 clusters Score -2.549756e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -25497600.000000 Penalty: 5961.672852
	Iteration 26Q: 3 clusters Score -2.54976e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 123754 members 
Entering Unmasked Estep 
Score: -25497628.000000 Penalty: 5961.672852
	Iteration 27Q: 3 clusters Score -2.549763e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 123250 members 
Entering Unmasked Estep 
Score: -25497648.000000 Penalty: 5961.672852
	Iteration 28Q: 3 clusters Score -2.549765e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -25497672.000000 Penalty: 5961.672852
	Iteration 29Q: 3 clusters Score -2.549767e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -25497660.000000 Penalty: 5961.672852
	Iteration 30Q: 3 clusters Score -2.549766e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 121510 members 
Entering Unmasked Estep 
Score: -25497576.000000 Penalty: 5961.672852
	Iteration 31Q: 3 clusters Score -2.549758e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -25497554.000000 Penalty: 5961.672852
	Iteration 32Q: 3 clusters Score -2.549755e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 120239 members 
Entering Unmasked Estep 
Score: -25497608.000000 Penalty: 5961.672852
	Iteration 33Q: 3 clusters Score -2.549761e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 119623 members 
Entering Unmasked Estep 
Score: -25497534.000000 Penalty: 5961.672852
	Iteration 34Q: 3 clusters Score -2.549753e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -25497608.000000 Penalty: 5961.672852
	Iteration 35Q: 3 clusters Score -2.549761e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -25497618.000000 Penalty: 5961.672852
	Iteration 36Q: 3 clusters Score -2.549762e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -25497510.000000 Penalty: 5961.672852
	Iteration 37Q: 3 clusters Score -2.549751e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 117074 members 
Entering Unmasked Estep 
Score: -25497516.000000 Penalty: 5961.672852
	Iteration 38Q: 3 clusters Score -2.549752e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -25497574.000000 Penalty: 5961.672852
	Iteration 39Q: 3 clusters Score -2.549757e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 115658 members 
Entering Unmasked Estep 
Score: -25497544.000000 Penalty: 5961.672852
	Iteration 40F: 3 clusters Score -2.549754e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -25497566.000000 Penalty: 5961.672852
	Iteration 41Q: 3 clusters Score -2.549757e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -25497668.000000 Penalty: 5961.672852
	Iteration 42Q: 3 clusters Score -2.549767e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -25497628.000000 Penalty: 5961.672852
	Iteration 43Q: 3 clusters Score -2.549763e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53211 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -25497808.000000 Penalty: 5961.672852
	Iteration 44Q: 3 clusters Score -2.549781e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -25497846.000000 Penalty: 5961.672852
	Iteration 45Q: 3 clusters Score -2.549785e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -25497976.000000 Penalty: 5961.672852
	Iteration 46Q: 3 clusters Score -2.549798e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -25498052.000000 Penalty: 5961.672852
	Iteration 47Q: 3 clusters Score -2.549805e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -25498156.000000 Penalty: 5961.672852
	Iteration 48Q: 3 clusters Score -2.549816e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -25498224.000000 Penalty: 5961.672852
	Iteration 49Q: 3 clusters Score -2.549822e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -25498362.000000 Penalty: 5961.672852
	Iteration 50Q: 3 clusters Score -2.549836e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -25498452.000000 Penalty: 5961.672852
	Iteration 51Q: 3 clusters Score -2.549845e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -25498516.000000 Penalty: 5961.672852
	Iteration 52Q: 3 clusters Score -2.549852e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 105918 members 
Entering Unmasked Estep 
Score: -25498684.000000 Penalty: 5961.672852
	Iteration 53Q: 3 clusters Score -2.549868e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -25498748.000000 Penalty: 5961.672852
	Iteration 54Q: 3 clusters Score -2.549875e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 104292 members 
Entering Unmasked Estep 
Score: -25498888.000000 Penalty: 5961.672852
	Iteration 55Q: 3 clusters Score -2.549889e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -25499006.000000 Penalty: 5961.672852
	Iteration 56Q: 3 clusters Score -2.549901e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -25499192.000000 Penalty: 5961.672852
	Iteration 57Q: 3 clusters Score -2.549919e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -25499302.000000 Penalty: 5961.672852
	Iteration 58Q: 3 clusters Score -2.54993e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -25499474.000000 Penalty: 5961.672852
	Iteration 59Q: 3 clusters Score -2.549947e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -25499544.000000 Penalty: 5961.672852
	Iteration 60F: 3 clusters Score -2.549954e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -25499672.000000 Penalty: 5961.672852
	Iteration 61Q: 3 clusters Score -2.549967e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -25499796.000000 Penalty: 5961.672852
	Iteration 62Q: 3 clusters Score -2.54998e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -25500002.000000 Penalty: 5961.672852
	Iteration 63Q: 3 clusters Score -2.55e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -25500116.000000 Penalty: 5961.672852
	Iteration 64Q: 3 clusters Score -2.550012e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -25500180.000000 Penalty: 5961.672852
	Iteration 65Q: 3 clusters Score -2.550018e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -25500420.000000 Penalty: 5961.672852
	Iteration 66Q: 3 clusters Score -2.550042e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -25500602.000000 Penalty: 5961.672852
	Iteration 67Q: 3 clusters Score -2.55006e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -25500774.000000 Penalty: 5961.672852
	Iteration 68Q: 3 clusters Score -2.550077e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -25500876.000000 Penalty: 5961.672852
	Iteration 69Q: 3 clusters Score -2.550088e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -25501080.000000 Penalty: 5961.672852
	Iteration 70Q: 3 clusters Score -2.550108e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -25501210.000000 Penalty: 5961.672852
	Iteration 71Q: 3 clusters Score -2.550121e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 91510 members 
Entering Unmasked Estep 
Score: -25501520.000000 Penalty: 5961.672852
	Iteration 72Q: 3 clusters Score -2.550152e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -25501776.000000 Penalty: 5961.672852
	Iteration 73Q: 3 clusters Score -2.550178e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -25502060.000000 Penalty: 5961.672852
	Iteration 74Q: 3 clusters Score -2.550206e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -25502294.000000 Penalty: 5961.672852
	Iteration 75Q: 3 clusters Score -2.550229e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -25502586.000000 Penalty: 5961.672852
	Iteration 76Q: 3 clusters Score -2.550259e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -25502760.000000 Penalty: 5961.672852
	Iteration 77Q: 3 clusters Score -2.550276e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -25503064.000000 Penalty: 5961.672852
	Iteration 78Q: 3 clusters Score -2.550306e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -25503324.000000 Penalty: 5961.672852
	Iteration 79Q: 3 clusters Score -2.550332e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -25503446.000000 Penalty: 5961.672852
	Iteration 80F: 3 clusters Score -2.550345e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -25503642.000000 Penalty: 5961.672852
	Iteration 81Q: 3 clusters Score -2.550364e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -25503856.000000 Penalty: 5961.672852
	Iteration 82Q: 3 clusters Score -2.550386e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -25503986.000000 Penalty: 5961.672852
	Iteration 83Q: 3 clusters Score -2.550399e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -25504204.000000 Penalty: 5961.672852
	Iteration 84Q: 3 clusters Score -2.55042e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -25504320.000000 Penalty: 5961.672852
	Iteration 85Q: 3 clusters Score -2.550432e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -25504484.000000 Penalty: 5961.672852
	Iteration 86Q: 3 clusters Score -2.550448e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -25504540.000000 Penalty: 5961.672852
	Iteration 87Q: 3 clusters Score -2.550454e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -25504630.000000 Penalty: 5961.672852
	Iteration 88Q: 3 clusters Score -2.550463e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 76972 members 
Entering Unmasked Estep 
Score: -25504678.000000 Penalty: 5961.672852
	Iteration 89Q: 3 clusters Score -2.550468e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -25504746.000000 Penalty: 5961.672852
	Iteration 90Q: 3 clusters Score -2.550475e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -25504866.000000 Penalty: 5961.672852
	Iteration 91Q: 3 clusters Score -2.550487e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -25505004.000000 Penalty: 5961.672852
	Iteration 92Q: 3 clusters Score -2.5505e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -25505076.000000 Penalty: 5961.672852
	Iteration 93Q: 3 clusters Score -2.550508e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92463 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -25505184.000000 Penalty: 5961.672852
	Iteration 94Q: 3 clusters Score -2.550518e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -25505198.000000 Penalty: 5961.672852
	Iteration 95Q: 3 clusters Score -2.55052e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -25505366.000000 Penalty: 5961.672852
	Iteration 96Q: 3 clusters Score -2.550537e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -25505502.000000 Penalty: 5961.672852
	Iteration 97Q: 3 clusters Score -2.55055e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -25505644.000000 Penalty: 5961.672852
	Iteration 98Q: 3 clusters Score -2.550564e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 68953 members 
Entering Unmasked Estep 
Score: -25505952.000000 Penalty: 5961.672852
	Iteration 99Q: 3 clusters Score -2.550595e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -25506092.000000 Penalty: 5961.672852
	Iteration 100F: 3 clusters Score -2.550609e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -25506350.000000 Penalty: 5961.672852
	Iteration 101Q: 3 clusters Score -2.550635e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -25506634.000000 Penalty: 5961.672852
	Iteration 102Q: 3 clusters Score -2.550663e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -25507124.000000 Penalty: 5961.672852
	Iteration 103Q: 3 clusters Score -2.550712e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -25507358.000000 Penalty: 5961.672852
	Iteration 104Q: 3 clusters Score -2.550736e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -25507678.000000 Penalty: 5961.672852
	Iteration 105Q: 3 clusters Score -2.550768e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -25508098.000000 Penalty: 5961.672852
	Iteration 106Q: 3 clusters Score -2.55081e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -25508640.000000 Penalty: 5961.672852
	Iteration 107Q: 3 clusters Score -2.550864e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -25509248.000000 Penalty: 5961.672852
	Iteration 108Q: 3 clusters Score -2.550925e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -25509590.000000 Penalty: 5961.672852
	Iteration 109Q: 3 clusters Score -2.550959e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125047 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -25509792.000000 Penalty: 5961.672852
	Iteration 110Q: 3 clusters Score -2.550979e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129088 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -25509920.000000 Penalty: 5961.672852
	Iteration 111Q: 3 clusters Score -2.550992e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -25510394.000000 Penalty: 5961.672852
	Iteration 112Q: 3 clusters Score -2.551039e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137448 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -25510240.000000 Penalty: 5961.672852
	Iteration 113Q: 3 clusters Score -2.551024e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -25509542.000000 Penalty: 5961.672852
	Iteration 114Q: 3 clusters Score -2.550954e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143831 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -25508934.000000 Penalty: 5961.672852
	Iteration 115Q: 3 clusters Score -2.550893e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -25508598.000000 Penalty: 5961.672852
	Iteration 116Q: 3 clusters Score -2.55086e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146716 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -25508354.000000 Penalty: 5961.672852
	Iteration 117Q: 3 clusters Score -2.550835e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -25508242.000000 Penalty: 5961.672852
	Iteration 118Q: 3 clusters Score -2.550824e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -25508104.000000 Penalty: 5961.672852
	Iteration 119Q: 3 clusters Score -2.55081e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147826 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -25509756.000000 Penalty: 5961.672852
	Iteration 120F: 3 clusters Score -2.550976e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151669 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -25509218.000000 Penalty: 5961.672852
	Iteration 121Q: 3 clusters Score -2.550922e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -25509212.000000 Penalty: 5961.672852
	Iteration 122Q: 3 clusters Score -2.550921e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -25509076.000000 Penalty: 5961.672852
	Iteration 123Q: 3 clusters Score -2.550908e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159361 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -25508934.000000 Penalty: 5961.672852
	Iteration 124Q: 3 clusters Score -2.550893e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160768 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -25508836.000000 Penalty: 5961.672852
	Iteration 125Q: 3 clusters Score -2.550884e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -25508816.000000 Penalty: 5961.672852
	Iteration 126Q: 3 clusters Score -2.550882e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -25508922.000000 Penalty: 5961.672852
	Iteration 127Q: 3 clusters Score -2.550892e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -25508966.000000 Penalty: 5961.672852
	Iteration 128Q: 3 clusters Score -2.550897e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -25508952.000000 Penalty: 5961.672852
	Iteration 129Q: 3 clusters Score -2.550895e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -25508956.000000 Penalty: 5961.672852
	Iteration 130Q: 3 clusters Score -2.550896e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25508894.000000 Penalty: 5961.672852
	Iteration 131Q: 3 clusters Score -2.550889e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -25508838.000000 Penalty: 5961.672852
	Iteration 132Q: 3 clusters Score -2.550884e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164789 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -25508844.000000 Penalty: 5961.672852
	Iteration 133Q: 3 clusters Score -2.550884e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164915 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -25508868.000000 Penalty: 5961.672852
	Iteration 134Q: 3 clusters Score -2.550887e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -25508878.000000 Penalty: 5961.672852
	Iteration 135Q: 3 clusters Score -2.550888e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -25508916.000000 Penalty: 5961.672852
	Iteration 136Q: 3 clusters Score -2.550892e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165164 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -25508914.000000 Penalty: 5961.672852
	Iteration 137Q: 3 clusters Score -2.550891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165208 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -25508936.000000 Penalty: 5961.672852
	Iteration 138Q: 3 clusters Score -2.550894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -25508906.000000 Penalty: 5961.672852
	Iteration 139Q: 3 clusters Score -2.550891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -25508906.000000 Penalty: 5961.672852
	Iteration 140F: 3 clusters Score -2.550891e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165281 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -25508930.000000 Penalty: 5961.672852
	Iteration 141Q: 3 clusters Score -2.550893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -25508930.000000 Penalty: 5961.672852
	Iteration 142Q: 3 clusters Score -2.550893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -25508922.000000 Penalty: 5961.672852
	Iteration 143Q: 3 clusters Score -2.550892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165309 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -25508938.000000 Penalty: 5961.672852
	Iteration 144Q: 3 clusters Score -2.550894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -25508930.000000 Penalty: 5961.672852
	Iteration 145Q: 3 clusters Score -2.550893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25508940.000000 Penalty: 5961.672852
	Iteration 146Q: 3 clusters Score -2.550894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -25508940.000000 Penalty: 5961.672852
	Iteration 147Q: 3 clusters Score -2.550894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -25508930.000000 Penalty: 5961.672852
	Iteration 148Q: 3 clusters Score -2.550893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25508934.000000 Penalty: 5961.672852
	Iteration 149Q: 3 clusters Score -2.550893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -25508932.000000 Penalty: 5961.672852
	Iteration 150Q: 3 clusters Score -2.550893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25508928.000000 Penalty: 5961.672852
	Iteration 151Q: 3 clusters Score -2.550893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25508928.000000 Penalty: 5961.672852
	Iteration 152F: 3 clusters Score -2.550893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86107.078125 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86107.08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86379.898438 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86379.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -86507.734375 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86507.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86633.523438 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -86633.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86750.242188 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86750.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86845.843750 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86845.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86929.968750 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86929.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86987.085938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86987.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87051.906250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -87051.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87088.210938 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -87088.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87122.148438 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -87122.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87160.187500 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -87160.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87216.773438 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -87216.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87325.265625 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -87325.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87446.679688 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -87446.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87510.484375 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -87510.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87558.148438 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -87558.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87591.515625 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -87591.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87612.476562 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -87612.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87619.320312 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -87619.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87629.023438 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -87629.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87645.406250 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -87645.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87690.820312 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -87690.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87778.609375 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -87778.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87806.007812 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -87806.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87823.742188 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -87823.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87858.531250 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -87858.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87916.296875 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -87916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88003.914062 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -88003.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88154.265625 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -88154.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88193.757812 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -88193.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88233.617188 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -88233.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88233.617188 Penalty: 3198.649170
	Iteration 32F: 3 clusters Score -88233.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37735 members 
Mstep: Class 11 contains 165960 members 
Mstep: Class 12 contains 336 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 108408 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36397 members 
Mstep: Class 24 contains 19497 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15814 members 
Mstep: Class 30 contains 116917 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 296 members 
Entering Unmasked Estep 
Score: -104169144.000000 Penalty: 130140.156250
Splitting cluster 12 changes total score from -104170240.000000 to -104169144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -688857.312500 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -688857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -684503.500000 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -684503.5 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -685604.125000 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -685604.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -685994.625000 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -685994.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -686226.687500 Penalty: 4199.295410
	Iteration 3F: 3 clusters Score -686226.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -686385.812500 Penalty: 4199.295410
	Iteration 4Q: 3 clusters Score -686385.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -686536.937500 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -686536.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -686691.062500 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -686691.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -686820.187500 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -686820.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -686969.687500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -686969.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -687131.000000 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -687131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -687316.125000 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -687316.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -687503.187500 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -687503.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -687677.625000 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -687677.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -687815.000000 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -687815 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -687945.562500 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -687945.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -688059.125000 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -688059.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -688124.875000 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -688124.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -688186.437500 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -688186.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -688255.375000 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -688255.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -688314.750000 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -688314.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -688364.375000 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -688364.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -688409.375000 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -688409.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -688441.375000 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -688441.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -688466.437500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -688466.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -688476.937500 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -688476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -688485.312500 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -688485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -688500.000000 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -688500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -688510.250000 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -688510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -688527.562500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -688527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -688538.937500 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -688538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -688553.062500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -688553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -688561.375000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -688561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -688572.000000 Penalty: 4199.295410
	Iteration 32Q: 3 clusters Score -688572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -688584.250000 Penalty: 4199.295410
	Iteration 33Q: 3 clusters Score -688584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -688598.812500 Penalty: 4199.295410
	Iteration 34Q: 3 clusters Score -688598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -688609.812500 Penalty: 4199.295410
	Iteration 35Q: 3 clusters Score -688609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -688620.875000 Penalty: 4199.295410
	Iteration 36Q: 3 clusters Score -688620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -688627.687500 Penalty: 4199.295410
	Iteration 37Q: 3 clusters Score -688627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -688632.750000 Penalty: 4199.295410
	Iteration 38Q: 3 clusters Score -688632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -688638.312500 Penalty: 4199.295410
	Iteration 39Q: 3 clusters Score -688638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -688648.687500 Penalty: 4199.295410
	Iteration 40F: 3 clusters Score -688648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -688659.375000 Penalty: 4199.295410
	Iteration 41Q: 3 clusters Score -688659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -688677.500000 Penalty: 4199.295410
	Iteration 42Q: 3 clusters Score -688677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -688685.000000 Penalty: 4199.295410
	Iteration 43Q: 3 clusters Score -688685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -688688.812500 Penalty: 4199.295410
	Iteration 44Q: 3 clusters Score -688688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -688692.312500 Penalty: 4199.295410
	Iteration 45Q: 3 clusters Score -688692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -688692.312500 Penalty: 4199.295410
	Iteration 46F: 3 clusters Score -688692.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -696656.500000 Penalty: 2095.649170
	Iteration 0F: 2 clusters Score -696656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -692306.875000 Penalty: 4191.298340
	Iteration 0F: 3 clusters Score -692306.9 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -693354.500000 Penalty: 4191.298340
	Iteration 1F: 3 clusters Score -693354.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -693600.500000 Penalty: 4191.298340
	Iteration 2F: 3 clusters Score -693600.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -693769.875000 Penalty: 4191.298340
	Iteration 3F: 3 clusters Score -693769.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -693869.812500 Penalty: 4191.298340
	Iteration 4Q: 3 clusters Score -693869.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -693943.250000 Penalty: 4191.298340
	Iteration 5Q: 3 clusters Score -693943.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -694004.375000 Penalty: 4191.298340
	Iteration 6Q: 3 clusters Score -694004.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -694053.000000 Penalty: 4191.298340
	Iteration 7Q: 3 clusters Score -694053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -694107.312500 Penalty: 4191.298340
	Iteration 8Q: 3 clusters Score -694107.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -694151.437500 Penalty: 4191.298340
	Iteration 9Q: 3 clusters Score -694151.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -694192.250000 Penalty: 4191.298340
	Iteration 10Q: 3 clusters Score -694192.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -694223.375000 Penalty: 4191.298340
	Iteration 11Q: 3 clusters Score -694223.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -694259.125000 Penalty: 4191.298340
	Iteration 12Q: 3 clusters Score -694259.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -694287.875000 Penalty: 4191.298340
	Iteration 13Q: 3 clusters Score -694287.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -694313.375000 Penalty: 4191.298340
	Iteration 14Q: 3 clusters Score -694313.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -694333.625000 Penalty: 4191.298340
	Iteration 15Q: 3 clusters Score -694333.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -694354.187500 Penalty: 4191.298340
	Iteration 16Q: 3 clusters Score -694354.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -694373.625000 Penalty: 4191.298340
	Iteration 17Q: 3 clusters Score -694373.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -694396.500000 Penalty: 4191.298340
	Iteration 18Q: 3 clusters Score -694396.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -694420.687500 Penalty: 4191.298340
	Iteration 19Q: 3 clusters Score -694420.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -694437.562500 Penalty: 4191.298340
	Iteration 20F: 3 clusters Score -694437.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -694456.187500 Penalty: 4191.298340
	Iteration 21Q: 3 clusters Score -694456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -694464.500000 Penalty: 4191.298340
	Iteration 22Q: 3 clusters Score -694464.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -694479.312500 Penalty: 4191.298340
	Iteration 23Q: 3 clusters Score -694479.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -694489.375000 Penalty: 4191.298340
	Iteration 24Q: 3 clusters Score -694489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -694500.312500 Penalty: 4191.298340
	Iteration 25Q: 3 clusters Score -694500.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -694507.250000 Penalty: 4191.298340
	Iteration 26Q: 3 clusters Score -694507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -694513.312500 Penalty: 4191.298340
	Iteration 27Q: 3 clusters Score -694513.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -694521.125000 Penalty: 4191.298340
	Iteration 28Q: 3 clusters Score -694521.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -694529.937500 Penalty: 4191.298340
	Iteration 29Q: 3 clusters Score -694529.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -694539.437500 Penalty: 4191.298340
	Iteration 30Q: 3 clusters Score -694539.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -694549.187500 Penalty: 4191.298340
	Iteration 31Q: 3 clusters Score -694549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -694556.625000 Penalty: 4191.298340
	Iteration 32Q: 3 clusters Score -694556.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -694562.062500 Penalty: 4191.298340
	Iteration 33Q: 3 clusters Score -694562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -694568.375000 Penalty: 4191.298340
	Iteration 34Q: 3 clusters Score -694568.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -694578.562500 Penalty: 4191.298340
	Iteration 35Q: 3 clusters Score -694578.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -694591.062500 Penalty: 4191.298340
	Iteration 36Q: 3 clusters Score -694591.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -694601.562500 Penalty: 4191.298340
	Iteration 37Q: 3 clusters Score -694601.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -694613.187500 Penalty: 4191.298340
	Iteration 38Q: 3 clusters Score -694613.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -694621.750000 Penalty: 4191.298340
	Iteration 39Q: 3 clusters Score -694621.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -694631.375000 Penalty: 4191.298340
	Iteration 40F: 3 clusters Score -694631.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -694637.812500 Penalty: 4191.298340
	Iteration 41Q: 3 clusters Score -694637.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -694644.437500 Penalty: 4191.298340
	Iteration 42Q: 3 clusters Score -694644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -694655.312500 Penalty: 4191.298340
	Iteration 43Q: 3 clusters Score -694655.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -694663.875000 Penalty: 4191.298340
	Iteration 44Q: 3 clusters Score -694663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -694668.187500 Penalty: 4191.298340
	Iteration 45Q: 3 clusters Score -694668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -694673.000000 Penalty: 4191.298340
	Iteration 46Q: 3 clusters Score -694673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -694679.000000 Penalty: 4191.298340
	Iteration 47Q: 3 clusters Score -694679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -694683.625000 Penalty: 4191.298340
	Iteration 48Q: 3 clusters Score -694683.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -694689.062500 Penalty: 4191.298340
	Iteration 49Q: 3 clusters Score -694689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -694693.625000 Penalty: 4191.298340
	Iteration 50Q: 3 clusters Score -694693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -694701.437500 Penalty: 4191.298340
	Iteration 51Q: 3 clusters Score -694701.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -694709.500000 Penalty: 4191.298340
	Iteration 52Q: 3 clusters Score -694709.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -694719.937500 Penalty: 4191.298340
	Iteration 53Q: 3 clusters Score -694719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -694724.062500 Penalty: 4191.298340
	Iteration 54Q: 3 clusters Score -694724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -694729.375000 Penalty: 4191.298340
	Iteration 55Q: 3 clusters Score -694729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -694734.250000 Penalty: 4191.298340
	Iteration 56Q: 3 clusters Score -694734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -694737.125000 Penalty: 4191.298340
	Iteration 57Q: 3 clusters Score -694737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -694740.000000 Penalty: 4191.298340
	Iteration 58Q: 3 clusters Score -694740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -694746.125000 Penalty: 4191.298340
	Iteration 59Q: 3 clusters Score -694746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -694746.750000 Penalty: 4191.298340
	Iteration 60F: 3 clusters Score -694746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -694750.375000 Penalty: 4191.298340
	Iteration 61Q: 3 clusters Score -694750.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -694752.437500 Penalty: 4191.298340
	Iteration 62Q: 3 clusters Score -694752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -694757.062500 Penalty: 4191.298340
	Iteration 63Q: 3 clusters Score -694757.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -694762.562500 Penalty: 4191.298340
	Iteration 64Q: 3 clusters Score -694762.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -694765.687500 Penalty: 4191.298340
	Iteration 65Q: 3 clusters Score -694765.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -694766.625000 Penalty: 4191.298340
	Iteration 66Q: 3 clusters Score -694766.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -694769.312500 Penalty: 4191.298340
	Iteration 67Q: 3 clusters Score -694769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -694771.437500 Penalty: 4191.298340
	Iteration 68Q: 3 clusters Score -694771.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -694775.437500 Penalty: 4191.298340
	Iteration 69Q: 3 clusters Score -694775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -694777.000000 Penalty: 4191.298340
	Iteration 70Q: 3 clusters Score -694777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -694779.625000 Penalty: 4191.298340
	Iteration 71Q: 3 clusters Score -694779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -694781.750000 Penalty: 4191.298340
	Iteration 72Q: 3 clusters Score -694781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -694784.437500 Penalty: 4191.298340
	Iteration 73Q: 3 clusters Score -694784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -694787.062500 Penalty: 4191.298340
	Iteration 74Q: 3 clusters Score -694787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -694789.312500 Penalty: 4191.298340
	Iteration 75Q: 3 clusters Score -694789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -694791.250000 Penalty: 4191.298340
	Iteration 76Q: 3 clusters Score -694791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -694792.187500 Penalty: 4191.298340
	Iteration 77Q: 3 clusters Score -694792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -694793.312500 Penalty: 4191.298340
	Iteration 78Q: 3 clusters Score -694793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -694794.875000 Penalty: 4191.298340
	Iteration 79Q: 3 clusters Score -694794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -694796.625000 Penalty: 4191.298340
	Iteration 80F: 3 clusters Score -694796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -694800.250000 Penalty: 4191.298340
	Iteration 81Q: 3 clusters Score -694800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -694803.312500 Penalty: 4191.298340
	Iteration 82Q: 3 clusters Score -694803.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -694809.125000 Penalty: 4191.298340
	Iteration 83Q: 3 clusters Score -694809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -694811.125000 Penalty: 4191.298340
	Iteration 84Q: 3 clusters Score -694811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -694815.937500 Penalty: 4191.298340
	Iteration 85Q: 3 clusters Score -694815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -694821.875000 Penalty: 4191.298340
	Iteration 86Q: 3 clusters Score -694821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -694825.812500 Penalty: 4191.298340
	Iteration 87Q: 3 clusters Score -694825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -694829.312500 Penalty: 4191.298340
	Iteration 88Q: 3 clusters Score -694829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -694829.250000 Penalty: 4191.298340
	Iteration 89Q: 3 clusters Score -694829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -694828.937500 Penalty: 4191.298340
	Iteration 90Q: 3 clusters Score -694828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -694828.937500 Penalty: 4191.298340
	Iteration 91F: 3 clusters Score -694828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -285230.562500 Penalty: 1889.204346
	Iteration 0F: 2 clusters Score -285230.6 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 1051 members 
Entering Unmasked Estep 
Score: -282602.218750 Penalty: 3778.408691
	Iteration 0F: 3 clusters Score -282602.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -283195.406250 Penalty: 3778.408691
	Iteration 1F: 3 clusters Score -283195.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283424.843750 Penalty: 3778.408691
	Iteration 2F: 3 clusters Score -283424.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -283621.750000 Penalty: 3778.408691
	Iteration 3F: 3 clusters Score -283621.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283805.281250 Penalty: 3778.408691
	Iteration 4F: 3 clusters Score -283805.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283914.125000 Penalty: 3778.408691
	Iteration 5Q: 3 clusters Score -283914.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -284012.156250 Penalty: 3778.408691
	Iteration 6Q: 3 clusters Score -284012.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -284099.687500 Penalty: 3778.408691
	Iteration 7Q: 3 clusters Score -284099.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284199.593750 Penalty: 3778.408691
	Iteration 8Q: 3 clusters Score -284199.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284343.593750 Penalty: 3778.408691
	Iteration 9Q: 3 clusters Score -284343.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284468.437500 Penalty: 3778.408691
	Iteration 10Q: 3 clusters Score -284468.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284564.593750 Penalty: 3778.408691
	Iteration 11Q: 3 clusters Score -284564.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284647.093750 Penalty: 3778.408691
	Iteration 12Q: 3 clusters Score -284647.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -284756.406250 Penalty: 3778.408691
	Iteration 13Q: 3 clusters Score -284756.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284948.218750 Penalty: 3778.408691
	Iteration 14Q: 3 clusters Score -284948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285106.968750 Penalty: 3778.408691
	Iteration 15Q: 3 clusters Score -285107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285172.875000 Penalty: 3778.408691
	Iteration 16Q: 3 clusters Score -285172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -285208.468750 Penalty: 3778.408691
	Iteration 17Q: 3 clusters Score -285208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -285215.656250 Penalty: 3778.408691
	Iteration 18Q: 3 clusters Score -285215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285226.375000 Penalty: 3778.408691
	Iteration 19Q: 3 clusters Score -285226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -285236.156250 Penalty: 3778.408691
	Iteration 20F: 3 clusters Score -285236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -285243.875000 Penalty: 3778.408691
	Iteration 21Q: 3 clusters Score -285243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -285253.625000 Penalty: 3778.408691
	Iteration 22Q: 3 clusters Score -285253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -285259.031250 Penalty: 3778.408691
	Iteration 23Q: 3 clusters Score -285259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -285267.468750 Penalty: 3778.408691
	Iteration 24Q: 3 clusters Score -285267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285272.093750 Penalty: 3778.408691
	Iteration 25Q: 3 clusters Score -285272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -285280.562500 Penalty: 3778.408691
	Iteration 26Q: 3 clusters Score -285280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -285290.218750 Penalty: 3778.408691
	Iteration 27Q: 3 clusters Score -285290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -285297.531250 Penalty: 3778.408691
	Iteration 28Q: 3 clusters Score -285297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285302.406250 Penalty: 3778.408691
	Iteration 29Q: 3 clusters Score -285302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -285305.500000 Penalty: 3778.408691
	Iteration 30Q: 3 clusters Score -285305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -285305.812500 Penalty: 3778.408691
	Iteration 31Q: 3 clusters Score -285305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -285306.281250 Penalty: 3778.408691
	Iteration 32Q: 3 clusters Score -285306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -285308.312500 Penalty: 3778.408691
	Iteration 33Q: 3 clusters Score -285308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -285309.062500 Penalty: 3778.408691
	Iteration 34Q: 3 clusters Score -285309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -285309.062500 Penalty: 3778.408691
	Iteration 35F: 3 clusters Score -285309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37735 members 
Mstep: Class 11 contains 165960 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 108408 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36397 members 
Mstep: Class 24 contains 19497 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15814 members 
Mstep: Class 30 contains 116917 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 1338 members 
Entering Unmasked Estep 
Score: -104168936.000000 Penalty: 130140.156250
Splitting cluster 15 changes total score from -104170240.000000 to -104168936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Entering Unmasked Estep 
Score: -6253859.000000 Penalty: 2632.115479
	Iteration 0F: 2 clusters Score -6253859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6226136.500000 Penalty: 5264.230957
	Iteration 0F: 3 clusters Score -6226136 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -6236522.000000 Penalty: 5264.230957
	Iteration 1F: 3 clusters Score -6236522 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6237172.000000 Penalty: 5264.230957
	Iteration 2Q: 3 clusters Score -6237172 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -6238060.500000 Penalty: 5264.230957
	Iteration 3Q: 3 clusters Score -6238060 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6239303.000000 Penalty: 5264.230957
	Iteration 4F: 3 clusters Score -6239303 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -6241084.500000 Penalty: 5264.230957
	Iteration 5F: 3 clusters Score -6241084 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -6243160.000000 Penalty: 5264.230957
	Iteration 6F: 3 clusters Score -6243160 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6245036.000000 Penalty: 5264.230957
	Iteration 7F: 3 clusters Score -6245036 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -6246448.000000 Penalty: 5264.230957
	Iteration 8F: 3 clusters Score -6246448 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -6247449.500000 Penalty: 5264.230957
	Iteration 9Q: 3 clusters Score -6247450 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6248308.500000 Penalty: 5264.230957
	Iteration 10Q: 3 clusters Score -6248308 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6248994.000000 Penalty: 5264.230957
	Iteration 11Q: 3 clusters Score -6248994 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -6249680.000000 Penalty: 5264.230957
	Iteration 12Q: 3 clusters Score -6249680 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6250369.500000 Penalty: 5264.230957
	Iteration 13Q: 3 clusters Score -6250370 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -6250878.000000 Penalty: 5264.230957
	Iteration 14Q: 3 clusters Score -6250878 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6251270.000000 Penalty: 5264.230957
	Iteration 15Q: 3 clusters Score -6251270 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6251510.500000 Penalty: 5264.230957
	Iteration 16Q: 3 clusters Score -6251510 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6251669.500000 Penalty: 5264.230957
	Iteration 17Q: 3 clusters Score -6251670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6251742.500000 Penalty: 5264.230957
	Iteration 18Q: 3 clusters Score -6251742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6251801.500000 Penalty: 5264.230957
	Iteration 19Q: 3 clusters Score -6251802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6251852.500000 Penalty: 5264.230957
	Iteration 20F: 3 clusters Score -6251852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6251889.000000 Penalty: 5264.230957
	Iteration 21Q: 3 clusters Score -6251889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6251933.000000 Penalty: 5264.230957
	Iteration 22Q: 3 clusters Score -6251933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6251957.000000 Penalty: 5264.230957
	Iteration 23Q: 3 clusters Score -6251957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6251972.500000 Penalty: 5264.230957
	Iteration 24Q: 3 clusters Score -6251972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6251983.500000 Penalty: 5264.230957
	Iteration 25Q: 3 clusters Score -6251984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6252011.000000 Penalty: 5264.230957
	Iteration 26Q: 3 clusters Score -6252011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6252026.000000 Penalty: 5264.230957
	Iteration 27Q: 3 clusters Score -6252026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6252046.000000 Penalty: 5264.230957
	Iteration 28Q: 3 clusters Score -6252046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6252067.000000 Penalty: 5264.230957
	Iteration 29Q: 3 clusters Score -6252067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6252088.000000 Penalty: 5264.230957
	Iteration 30Q: 3 clusters Score -6252088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6252105.000000 Penalty: 5264.230957
	Iteration 31Q: 3 clusters Score -6252105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6252116.000000 Penalty: 5264.230957
	Iteration 32Q: 3 clusters Score -6252116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6252120.500000 Penalty: 5264.230957
	Iteration 33Q: 3 clusters Score -6252120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6252131.000000 Penalty: 5264.230957
	Iteration 34Q: 3 clusters Score -6252131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6252155.500000 Penalty: 5264.230957
	Iteration 35Q: 3 clusters Score -6252156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6252163.500000 Penalty: 5264.230957
	Iteration 36Q: 3 clusters Score -6252164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6252181.500000 Penalty: 5264.230957
	Iteration 37Q: 3 clusters Score -6252182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -6252190.000000 Penalty: 5264.230957
	Iteration 38Q: 3 clusters Score -6252190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6252187.500000 Penalty: 5264.230957
	Iteration 39Q: 3 clusters Score -6252188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6252196.500000 Penalty: 5264.230957
	Iteration 40F: 3 clusters Score -6252196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6252201.500000 Penalty: 5264.230957
	Iteration 41Q: 3 clusters Score -6252202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6252225.000000 Penalty: 5264.230957
	Iteration 42Q: 3 clusters Score -6252225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6252228.000000 Penalty: 5264.230957
	Iteration 43Q: 3 clusters Score -6252228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6252244.000000 Penalty: 5264.230957
	Iteration 44Q: 3 clusters Score -6252244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6252263.000000 Penalty: 5264.230957
	Iteration 45Q: 3 clusters Score -6252263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6252257.500000 Penalty: 5264.230957
	Iteration 46Q: 3 clusters Score -6252258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6252257.000000 Penalty: 5264.230957
	Iteration 47Q: 3 clusters Score -6252257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6252262.500000 Penalty: 5264.230957
	Iteration 48Q: 3 clusters Score -6252262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6252270.000000 Penalty: 5264.230957
	Iteration 49Q: 3 clusters Score -6252270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6252274.000000 Penalty: 5264.230957
	Iteration 50Q: 3 clusters Score -6252274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6252277.500000 Penalty: 5264.230957
	Iteration 51Q: 3 clusters Score -6252278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6252275.500000 Penalty: 5264.230957
	Iteration 52Q: 3 clusters Score -6252276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6252281.500000 Penalty: 5264.230957
	Iteration 53Q: 3 clusters Score -6252282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6252287.000000 Penalty: 5264.230957
	Iteration 54Q: 3 clusters Score -6252287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6252291.500000 Penalty: 5264.230957
	Iteration 55Q: 3 clusters Score -6252292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6252299.000000 Penalty: 5264.230957
	Iteration 56Q: 3 clusters Score -6252299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6252310.500000 Penalty: 5264.230957
	Iteration 57Q: 3 clusters Score -6252310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6252310.500000 Penalty: 5264.230957
	Iteration 58Q: 3 clusters Score -6252310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6252311.000000 Penalty: 5264.230957
	Iteration 59Q: 3 clusters Score -6252311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6252313.000000 Penalty: 5264.230957
	Iteration 60F: 3 clusters Score -6252313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6252310.000000 Penalty: 5264.230957
	Iteration 61Q: 3 clusters Score -6252310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6252310.000000 Penalty: 5264.230957
	Iteration 62F: 3 clusters Score -6252310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (108408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108408 members 
Entering Unmasked Estep 
Score: -16722586.000000 Penalty: 2875.227051
	Iteration 0F: 2 clusters Score -1.672259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -16653862.000000 Penalty: 5750.454102
	Iteration 0F: 3 clusters Score -1.665386e+07 nChanged 51490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -16683314.000000 Penalty: 5750.454102
	Iteration 1F: 3 clusters Score -1.668331e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -16684683.000000 Penalty: 5750.454102
	Iteration 2Q: 3 clusters Score -1.668468e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -16687195.000000 Penalty: 5750.454102
	Iteration 3Q: 3 clusters Score -1.66872e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -16691162.000000 Penalty: 5750.454102
	Iteration 4F: 3 clusters Score -1.669116e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77526 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -16697581.000000 Penalty: 5750.454102
	Iteration 5F: 3 clusters Score -1.669758e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -16705696.000000 Penalty: 5750.454102
	Iteration 6F: 3 clusters Score -1.67057e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -16712971.000000 Penalty: 5750.454102
	Iteration 7F: 3 clusters Score -1.671297e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -16717652.000000 Penalty: 5750.454102
	Iteration 8Q: 3 clusters Score -1.671765e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -16719731.000000 Penalty: 5750.454102
	Iteration 9Q: 3 clusters Score -1.671973e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -16720544.000000 Penalty: 5750.454102
	Iteration 10Q: 3 clusters Score -1.672054e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -16720969.000000 Penalty: 5750.454102
	Iteration 11Q: 3 clusters Score -1.672097e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -16721070.000000 Penalty: 5750.454102
	Iteration 12Q: 3 clusters Score -1.672107e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -16720968.000000 Penalty: 5750.454102
	Iteration 13Q: 3 clusters Score -1.672097e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -16720878.000000 Penalty: 5750.454102
	Iteration 14Q: 3 clusters Score -1.672088e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -16720772.000000 Penalty: 5750.454102
	Iteration 15Q: 3 clusters Score -1.672077e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106765 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -16720725.000000 Penalty: 5750.454102
	Iteration 16Q: 3 clusters Score -1.672072e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107062 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16720633.000000 Penalty: 5750.454102
	Iteration 17Q: 3 clusters Score -1.672063e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -16720626.000000 Penalty: 5750.454102
	Iteration 18Q: 3 clusters Score -1.672063e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -16720654.000000 Penalty: 5750.454102
	Iteration 19Q: 3 clusters Score -1.672065e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16720633.000000 Penalty: 5750.454102
	Iteration 20F: 3 clusters Score -1.672063e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16720602.000000 Penalty: 5750.454102
	Iteration 21Q: 3 clusters Score -1.67206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16720576.000000 Penalty: 5750.454102
	Iteration 22Q: 3 clusters Score -1.672058e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16720591.000000 Penalty: 5750.454102
	Iteration 23Q: 3 clusters Score -1.672059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16720567.000000 Penalty: 5750.454102
	Iteration 24Q: 3 clusters Score -1.672057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -16720561.000000 Penalty: 5750.454102
	Iteration 25Q: 3 clusters Score -1.672056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -16720554.000000 Penalty: 5750.454102
	Iteration 26Q: 3 clusters Score -1.672055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16720551.000000 Penalty: 5750.454102
	Iteration 27Q: 3 clusters Score -1.672055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -16720568.000000 Penalty: 5750.454102
	Iteration 28Q: 3 clusters Score -1.672057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16720569.000000 Penalty: 5750.454102
	Iteration 29Q: 3 clusters Score -1.672057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -16720565.000000 Penalty: 5750.454102
	Iteration 30Q: 3 clusters Score -1.672056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -16720566.000000 Penalty: 5750.454102
	Iteration 31Q: 3 clusters Score -1.672057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16720550.000000 Penalty: 5750.454102
	Iteration 32Q: 3 clusters Score -1.672055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16720561.000000 Penalty: 5750.454102
	Iteration 33Q: 3 clusters Score -1.672056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16720558.000000 Penalty: 5750.454102
	Iteration 34Q: 3 clusters Score -1.672056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16720565.000000 Penalty: 5750.454102
	Iteration 35Q: 3 clusters Score -1.672056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -16720564.000000 Penalty: 5750.454102
	Iteration 36Q: 3 clusters Score -1.672056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16720566.000000 Penalty: 5750.454102
	Iteration 37Q: 3 clusters Score -1.672057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -16720574.000000 Penalty: 5750.454102
	Iteration 38Q: 3 clusters Score -1.672057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107846 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16720576.000000 Penalty: 5750.454102
	Iteration 39Q: 3 clusters Score -1.672058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107849 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -16720582.000000 Penalty: 5750.454102
	Iteration 40F: 3 clusters Score -1.672058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16720576.000000 Penalty: 5750.454102
	Iteration 41Q: 3 clusters Score -1.672058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16720583.000000 Penalty: 5750.454102
	Iteration 42Q: 3 clusters Score -1.672058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16720581.000000 Penalty: 5750.454102
	Iteration 43Q: 3 clusters Score -1.672058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -16720587.000000 Penalty: 5750.454102
	Iteration 44Q: 3 clusters Score -1.672059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16720582.000000 Penalty: 5750.454102
	Iteration 45Q: 3 clusters Score -1.672058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16720588.000000 Penalty: 5750.454102
	Iteration 46Q: 3 clusters Score -1.672059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -16720589.000000 Penalty: 5750.454102
	Iteration 47Q: 3 clusters Score -1.672059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16720584.000000 Penalty: 5750.454102
	Iteration 48Q: 3 clusters Score -1.672058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16720585.000000 Penalty: 5750.454102
	Iteration 49Q: 3 clusters Score -1.672058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16720593.000000 Penalty: 5750.454102
	Iteration 50Q: 3 clusters Score -1.672059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -16720581.000000 Penalty: 5750.454102
	Iteration 51Q: 3 clusters Score -1.672058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16720591.000000 Penalty: 5750.454102
	Iteration 52Q: 3 clusters Score -1.672059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16720589.000000 Penalty: 5750.454102
	Iteration 53Q: 3 clusters Score -1.672059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16720602.000000 Penalty: 5750.454102
	Iteration 54Q: 3 clusters Score -1.67206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16720602.000000 Penalty: 5750.454102
	Iteration 55F: 3 clusters Score -1.67206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -479405.875000 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -479405.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -476052.468750 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -476052.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -476708.218750 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -476708.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -476846.718750 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -476846.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -476945.375000 Penalty: 3997.244141
	Iteration 3Q: 3 clusters Score -476945.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -477011.625000 Penalty: 3997.244141
	Iteration 4Q: 3 clusters Score -477011.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -477051.312500 Penalty: 3997.244141
	Iteration 5Q: 3 clusters Score -477051.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -477081.718750 Penalty: 3997.244141
	Iteration 6Q: 3 clusters Score -477081.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -477107.312500 Penalty: 3997.244141
	Iteration 7Q: 3 clusters Score -477107.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -477122.906250 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -477122.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -477138.562500 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -477138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -477144.687500 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -477144.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -477149.468750 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -477149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -477158.468750 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -477158.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -477166.031250 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -477166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -477176.468750 Penalty: 3997.244141
	Iteration 14Q: 3 clusters Score -477176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -477189.843750 Penalty: 3997.244141
	Iteration 15Q: 3 clusters Score -477189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -477201.250000 Penalty: 3997.244141
	Iteration 16Q: 3 clusters Score -477201.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -477212.281250 Penalty: 3997.244141
	Iteration 17Q: 3 clusters Score -477212.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -477224.531250 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -477224.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -477242.875000 Penalty: 3997.244141
	Iteration 19Q: 3 clusters Score -477242.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -477259.375000 Penalty: 3997.244141
	Iteration 20F: 3 clusters Score -477259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -477273.625000 Penalty: 3997.244141
	Iteration 21Q: 3 clusters Score -477273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -477281.218750 Penalty: 3997.244141
	Iteration 22Q: 3 clusters Score -477281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -477289.156250 Penalty: 3997.244141
	Iteration 23Q: 3 clusters Score -477289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -477297.000000 Penalty: 3997.244141
	Iteration 24Q: 3 clusters Score -477297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -477300.218750 Penalty: 3997.244141
	Iteration 25Q: 3 clusters Score -477300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -477303.812500 Penalty: 3997.244141
	Iteration 26Q: 3 clusters Score -477303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -477308.531250 Penalty: 3997.244141
	Iteration 27Q: 3 clusters Score -477308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -477313.781250 Penalty: 3997.244141
	Iteration 28Q: 3 clusters Score -477313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -477318.125000 Penalty: 3997.244141
	Iteration 29Q: 3 clusters Score -477318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -477321.093750 Penalty: 3997.244141
	Iteration 30Q: 3 clusters Score -477321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -477324.531250 Penalty: 3997.244141
	Iteration 31Q: 3 clusters Score -477324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -477329.125000 Penalty: 3997.244141
	Iteration 32Q: 3 clusters Score -477329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -477332.250000 Penalty: 3997.244141
	Iteration 33Q: 3 clusters Score -477332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -477338.843750 Penalty: 3997.244141
	Iteration 34Q: 3 clusters Score -477338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -477343.593750 Penalty: 3997.244141
	Iteration 35Q: 3 clusters Score -477343.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -477349.937500 Penalty: 3997.244141
	Iteration 36Q: 3 clusters Score -477349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -477354.031250 Penalty: 3997.244141
	Iteration 37Q: 3 clusters Score -477354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -477358.531250 Penalty: 3997.244141
	Iteration 38Q: 3 clusters Score -477358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -477362.000000 Penalty: 3997.244141
	Iteration 39Q: 3 clusters Score -477362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -477365.531250 Penalty: 3997.244141
	Iteration 40F: 3 clusters Score -477365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -477369.500000 Penalty: 3997.244141
	Iteration 41Q: 3 clusters Score -477369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -477371.593750 Penalty: 3997.244141
	Iteration 42Q: 3 clusters Score -477371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -477373.343750 Penalty: 3997.244141
	Iteration 43Q: 3 clusters Score -477373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -477373.500000 Penalty: 3997.244141
	Iteration 44Q: 3 clusters Score -477373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477377.593750 Penalty: 3997.244141
	Iteration 45Q: 3 clusters Score -477377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477381.125000 Penalty: 3997.244141
	Iteration 46Q: 3 clusters Score -477381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -477385.093750 Penalty: 3997.244141
	Iteration 47Q: 3 clusters Score -477385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -477394.000000 Penalty: 3997.244141
	Iteration 48Q: 3 clusters Score -477394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -477403.218750 Penalty: 3997.244141
	Iteration 49Q: 3 clusters Score -477403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -477408.937500 Penalty: 3997.244141
	Iteration 50Q: 3 clusters Score -477408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -477414.406250 Penalty: 3997.244141
	Iteration 51Q: 3 clusters Score -477414.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -477418.718750 Penalty: 3997.244141
	Iteration 52Q: 3 clusters Score -477418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -477419.031250 Penalty: 3997.244141
	Iteration 53Q: 3 clusters Score -477419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -477422.218750 Penalty: 3997.244141
	Iteration 54Q: 3 clusters Score -477422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -477423.718750 Penalty: 3997.244141
	Iteration 55Q: 3 clusters Score -477423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -477426.718750 Penalty: 3997.244141
	Iteration 56Q: 3 clusters Score -477426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -477428.281250 Penalty: 3997.244141
	Iteration 57Q: 3 clusters Score -477428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -477429.437500 Penalty: 3997.244141
	Iteration 58Q: 3 clusters Score -477429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -477429.468750 Penalty: 3997.244141
	Iteration 59Q: 3 clusters Score -477429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -477430.843750 Penalty: 3997.244141
	Iteration 60F: 3 clusters Score -477430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -477432.093750 Penalty: 3997.244141
	Iteration 61Q: 3 clusters Score -477432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -477432.781250 Penalty: 3997.244141
	Iteration 62Q: 3 clusters Score -477432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -477435.468750 Penalty: 3997.244141
	Iteration 63Q: 3 clusters Score -477435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -477438.781250 Penalty: 3997.244141
	Iteration 64Q: 3 clusters Score -477438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -477439.875000 Penalty: 3997.244141
	Iteration 65Q: 3 clusters Score -477439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -477439.968750 Penalty: 3997.244141
	Iteration 66Q: 3 clusters Score -477440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -477441.125000 Penalty: 3997.244141
	Iteration 67Q: 3 clusters Score -477441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -477441.812500 Penalty: 3997.244141
	Iteration 68Q: 3 clusters Score -477441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -477443.093750 Penalty: 3997.244141
	Iteration 69Q: 3 clusters Score -477443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -477446.062500 Penalty: 3997.244141
	Iteration 70Q: 3 clusters Score -477446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -477448.625000 Penalty: 3997.244141
	Iteration 71Q: 3 clusters Score -477448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -477449.437500 Penalty: 3997.244141
	Iteration 72Q: 3 clusters Score -477449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -477449.906250 Penalty: 3997.244141
	Iteration 73Q: 3 clusters Score -477449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -477449.906250 Penalty: 3997.244141
	Iteration 74F: 3 clusters Score -477449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 2010.041260
	Iteration 0F: 2 clusters Score -434201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -430768.750000 Penalty: 4020.082520
	Iteration 0F: 3 clusters Score -430768.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -431551.093750 Penalty: 4020.082520
	Iteration 1F: 3 clusters Score -431551.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -431845.343750 Penalty: 4020.082520
	Iteration 2F: 3 clusters Score -431845.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -432153.218750 Penalty: 4020.082520
	Iteration 3F: 3 clusters Score -432153.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -432451.468750 Penalty: 4020.082520
	Iteration 4F: 3 clusters Score -432451.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432718.781250 Penalty: 4020.082520
	Iteration 5F: 3 clusters Score -432718.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -432884.937500 Penalty: 4020.082520
	Iteration 6F: 3 clusters Score -432884.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -432956.187500 Penalty: 4020.082520
	Iteration 7Q: 3 clusters Score -432956.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -432999.968750 Penalty: 4020.082520
	Iteration 8Q: 3 clusters Score -433000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -433039.406250 Penalty: 4020.082520
	Iteration 9Q: 3 clusters Score -433039.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -433080.875000 Penalty: 4020.082520
	Iteration 10Q: 3 clusters Score -433080.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -433104.000000 Penalty: 4020.082520
	Iteration 11Q: 3 clusters Score -433104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -433127.625000 Penalty: 4020.082520
	Iteration 12Q: 3 clusters Score -433127.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -433146.718750 Penalty: 4020.082520
	Iteration 13Q: 3 clusters Score -433146.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -433164.937500 Penalty: 4020.082520
	Iteration 14Q: 3 clusters Score -433164.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -433176.843750 Penalty: 4020.082520
	Iteration 15Q: 3 clusters Score -433176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -433182.343750 Penalty: 4020.082520
	Iteration 16Q: 3 clusters Score -433182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -433189.500000 Penalty: 4020.082520
	Iteration 17Q: 3 clusters Score -433189.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -433195.500000 Penalty: 4020.082520
	Iteration 18Q: 3 clusters Score -433195.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -433204.031250 Penalty: 4020.082520
	Iteration 19Q: 3 clusters Score -433204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -433216.281250 Penalty: 4020.082520
	Iteration 20F: 3 clusters Score -433216.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -433233.312500 Penalty: 4020.082520
	Iteration 21Q: 3 clusters Score -433233.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -433255.500000 Penalty: 4020.082520
	Iteration 22Q: 3 clusters Score -433255.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -433283.031250 Penalty: 4020.082520
	Iteration 23Q: 3 clusters Score -433283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -433310.343750 Penalty: 4020.082520
	Iteration 24Q: 3 clusters Score -433310.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -433335.343750 Penalty: 4020.082520
	Iteration 25Q: 3 clusters Score -433335.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -433354.187500 Penalty: 4020.082520
	Iteration 26Q: 3 clusters Score -433354.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -433370.531250 Penalty: 4020.082520
	Iteration 27Q: 3 clusters Score -433370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -433385.875000 Penalty: 4020.082520
	Iteration 28Q: 3 clusters Score -433385.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -433402.375000 Penalty: 4020.082520
	Iteration 29Q: 3 clusters Score -433402.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -433411.843750 Penalty: 4020.082520
	Iteration 30Q: 3 clusters Score -433411.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -433419.437500 Penalty: 4020.082520
	Iteration 31Q: 3 clusters Score -433419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -433424.156250 Penalty: 4020.082520
	Iteration 32Q: 3 clusters Score -433424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -433426.750000 Penalty: 4020.082520
	Iteration 33Q: 3 clusters Score -433426.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -433429.156250 Penalty: 4020.082520
	Iteration 34Q: 3 clusters Score -433429.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -433431.187500 Penalty: 4020.082520
	Iteration 35Q: 3 clusters Score -433431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -433431.593750 Penalty: 4020.082520
	Iteration 36Q: 3 clusters Score -433431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -433432.000000 Penalty: 4020.082520
	Iteration 37Q: 3 clusters Score -433432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -433432.218750 Penalty: 4020.082520
	Iteration 38Q: 3 clusters Score -433432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -433432.781250 Penalty: 4020.082520
	Iteration 39Q: 3 clusters Score -433432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -433434.031250 Penalty: 4020.082520
	Iteration 40F: 3 clusters Score -433434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -433435.718750 Penalty: 4020.082520
	Iteration 41Q: 3 clusters Score -433435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -433437.750000 Penalty: 4020.082520
	Iteration 42Q: 3 clusters Score -433437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -433439.062500 Penalty: 4020.082520
	Iteration 43Q: 3 clusters Score -433439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -433441.000000 Penalty: 4020.082520
	Iteration 44Q: 3 clusters Score -433441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -433443.062500 Penalty: 4020.082520
	Iteration 45Q: 3 clusters Score -433443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -433444.625000 Penalty: 4020.082520
	Iteration 46Q: 3 clusters Score -433444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -433446.812500 Penalty: 4020.082520
	Iteration 47Q: 3 clusters Score -433446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -433449.187500 Penalty: 4020.082520
	Iteration 48Q: 3 clusters Score -433449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -433451.343750 Penalty: 4020.082520
	Iteration 49Q: 3 clusters Score -433451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -433451.562500 Penalty: 4020.082520
	Iteration 50Q: 3 clusters Score -433451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -433452.218750 Penalty: 4020.082520
	Iteration 51Q: 3 clusters Score -433452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -433453.468750 Penalty: 4020.082520
	Iteration 52Q: 3 clusters Score -433453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -433453.781250 Penalty: 4020.082520
	Iteration 53Q: 3 clusters Score -433453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -433453.781250 Penalty: 4020.082520
	Iteration 54F: 3 clusters Score -433453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Entering Unmasked Estep 
Score: -1235476.875000 Penalty: 2235.220459
	Iteration 0F: 2 clusters Score -1235477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1228907.125000 Penalty: 4470.440918
	Iteration 0F: 3 clusters Score -1228907 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1230693.125000 Penalty: 4470.440918
	Iteration 1F: 3 clusters Score -1230693 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1230910.875000 Penalty: 4470.440918
	Iteration 2F: 3 clusters Score -1230911 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1231060.250000 Penalty: 4470.440918
	Iteration 3Q: 3 clusters Score -1231060 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1231196.375000 Penalty: 4470.440918
	Iteration 4Q: 3 clusters Score -1231196 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1231307.875000 Penalty: 4470.440918
	Iteration 5Q: 3 clusters Score -1231308 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1231396.000000 Penalty: 4470.440918
	Iteration 6Q: 3 clusters Score -1231396 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1231489.125000 Penalty: 4470.440918
	Iteration 7Q: 3 clusters Score -1231489 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1231586.250000 Penalty: 4470.440918
	Iteration 8Q: 3 clusters Score -1231586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1231693.875000 Penalty: 4470.440918
	Iteration 9Q: 3 clusters Score -1231694 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1231788.750000 Penalty: 4470.440918
	Iteration 10Q: 3 clusters Score -1231789 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1231904.500000 Penalty: 4470.440918
	Iteration 11Q: 3 clusters Score -1231904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1232033.500000 Penalty: 4470.440918
	Iteration 12Q: 3 clusters Score -1232034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1232168.375000 Penalty: 4470.440918
	Iteration 13Q: 3 clusters Score -1232168 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1232341.500000 Penalty: 4470.440918
	Iteration 14Q: 3 clusters Score -1232342 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1232539.125000 Penalty: 4470.440918
	Iteration 15Q: 3 clusters Score -1232539 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1232713.875000 Penalty: 4470.440918
	Iteration 16Q: 3 clusters Score -1232714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1232885.250000 Penalty: 4470.440918
	Iteration 17Q: 3 clusters Score -1232885 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1233004.750000 Penalty: 4470.440918
	Iteration 18Q: 3 clusters Score -1233005 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1233092.875000 Penalty: 4470.440918
	Iteration 19Q: 3 clusters Score -1233093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1233167.000000 Penalty: 4470.440918
	Iteration 20F: 3 clusters Score -1233167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1233233.375000 Penalty: 4470.440918
	Iteration 21Q: 3 clusters Score -1233233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1233296.875000 Penalty: 4470.440918
	Iteration 22Q: 3 clusters Score -1233297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1233338.250000 Penalty: 4470.440918
	Iteration 23Q: 3 clusters Score -1233338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1233369.875000 Penalty: 4470.440918
	Iteration 24Q: 3 clusters Score -1233370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1233403.875000 Penalty: 4470.440918
	Iteration 25Q: 3 clusters Score -1233404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1233438.625000 Penalty: 4470.440918
	Iteration 26Q: 3 clusters Score -1233439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1233457.125000 Penalty: 4470.440918
	Iteration 27Q: 3 clusters Score -1233457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1233468.750000 Penalty: 4470.440918
	Iteration 28Q: 3 clusters Score -1233469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1233478.125000 Penalty: 4470.440918
	Iteration 29Q: 3 clusters Score -1233478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1233482.750000 Penalty: 4470.440918
	Iteration 30Q: 3 clusters Score -1233483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1233485.000000 Penalty: 4470.440918
	Iteration 31Q: 3 clusters Score -1233485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1233489.250000 Penalty: 4470.440918
	Iteration 32Q: 3 clusters Score -1233489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1233492.375000 Penalty: 4470.440918
	Iteration 33Q: 3 clusters Score -1233492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1233496.875000 Penalty: 4470.440918
	Iteration 34Q: 3 clusters Score -1233497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1233501.875000 Penalty: 4470.440918
	Iteration 35Q: 3 clusters Score -1233502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1233508.875000 Penalty: 4470.440918
	Iteration 36Q: 3 clusters Score -1233509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1233512.125000 Penalty: 4470.440918
	Iteration 37Q: 3 clusters Score -1233512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1233516.000000 Penalty: 4470.440918
	Iteration 38Q: 3 clusters Score -1233516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1233516.625000 Penalty: 4470.440918
	Iteration 39Q: 3 clusters Score -1233517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1233519.125000 Penalty: 4470.440918
	Iteration 40F: 3 clusters Score -1233519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1233520.875000 Penalty: 4470.440918
	Iteration 41Q: 3 clusters Score -1233521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1233520.875000 Penalty: 4470.440918
	Iteration 42F: 3 clusters Score -1233521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Entering Unmasked Estep 
Score: -1939820.500000 Penalty: 2363.843506
	Iteration 0F: 2 clusters Score -1939820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1929833.250000 Penalty: 4727.687012
	Iteration 0F: 3 clusters Score -1929833 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1933484.000000 Penalty: 4727.687012
	Iteration 1F: 3 clusters Score -1933484 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1934379.500000 Penalty: 4727.687012
	Iteration 2F: 3 clusters Score -1934380 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1935174.125000 Penalty: 4727.687012
	Iteration 3F: 3 clusters Score -1935174 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1935778.750000 Penalty: 4727.687012
	Iteration 4F: 3 clusters Score -1935779 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1936180.625000 Penalty: 4727.687012
	Iteration 5F: 3 clusters Score -1936181 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1936415.000000 Penalty: 4727.687012
	Iteration 6Q: 3 clusters Score -1936415 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1936574.000000 Penalty: 4727.687012
	Iteration 7Q: 3 clusters Score -1936574 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1936669.875000 Penalty: 4727.687012
	Iteration 8Q: 3 clusters Score -1936670 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1936734.000000 Penalty: 4727.687012
	Iteration 9Q: 3 clusters Score -1936734 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1936799.375000 Penalty: 4727.687012
	Iteration 10Q: 3 clusters Score -1936799 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1936857.375000 Penalty: 4727.687012
	Iteration 11Q: 3 clusters Score -1936857 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1936897.625000 Penalty: 4727.687012
	Iteration 12Q: 3 clusters Score -1936898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1936937.625000 Penalty: 4727.687012
	Iteration 13Q: 3 clusters Score -1936938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1936973.000000 Penalty: 4727.687012
	Iteration 14Q: 3 clusters Score -1936973 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1937018.250000 Penalty: 4727.687012
	Iteration 15Q: 3 clusters Score -1937018 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1937071.375000 Penalty: 4727.687012
	Iteration 16Q: 3 clusters Score -1937071 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1937120.875000 Penalty: 4727.687012
	Iteration 17Q: 3 clusters Score -1937121 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1937165.500000 Penalty: 4727.687012
	Iteration 18Q: 3 clusters Score -1937166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1937212.000000 Penalty: 4727.687012
	Iteration 19Q: 3 clusters Score -1937212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1937257.500000 Penalty: 4727.687012
	Iteration 20F: 3 clusters Score -1937258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1937325.875000 Penalty: 4727.687012
	Iteration 21Q: 3 clusters Score -1937326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1937368.625000 Penalty: 4727.687012
	Iteration 22Q: 3 clusters Score -1937369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1937412.000000 Penalty: 4727.687012
	Iteration 23Q: 3 clusters Score -1937412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1937461.875000 Penalty: 4727.687012
	Iteration 24Q: 3 clusters Score -1937462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1937492.625000 Penalty: 4727.687012
	Iteration 25Q: 3 clusters Score -1937493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1937518.750000 Penalty: 4727.687012
	Iteration 26Q: 3 clusters Score -1937519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1937541.625000 Penalty: 4727.687012
	Iteration 27Q: 3 clusters Score -1937542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1937580.500000 Penalty: 4727.687012
	Iteration 28Q: 3 clusters Score -1937580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1937609.000000 Penalty: 4727.687012
	Iteration 29Q: 3 clusters Score -1937609 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1937635.875000 Penalty: 4727.687012
	Iteration 30Q: 3 clusters Score -1937636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1937662.250000 Penalty: 4727.687012
	Iteration 31Q: 3 clusters Score -1937662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1937682.250000 Penalty: 4727.687012
	Iteration 32Q: 3 clusters Score -1937682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1937706.000000 Penalty: 4727.687012
	Iteration 33Q: 3 clusters Score -1937706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1937746.375000 Penalty: 4727.687012
	Iteration 34Q: 3 clusters Score -1937746 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1937773.125000 Penalty: 4727.687012
	Iteration 35Q: 3 clusters Score -1937773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1937806.125000 Penalty: 4727.687012
	Iteration 36Q: 3 clusters Score -1937806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1937839.750000 Penalty: 4727.687012
	Iteration 37Q: 3 clusters Score -1937840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1937878.250000 Penalty: 4727.687012
	Iteration 38Q: 3 clusters Score -1937878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1937910.500000 Penalty: 4727.687012
	Iteration 39Q: 3 clusters Score -1937910 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1937938.625000 Penalty: 4727.687012
	Iteration 40F: 3 clusters Score -1937939 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1937983.625000 Penalty: 4727.687012
	Iteration 41Q: 3 clusters Score -1937984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1938013.375000 Penalty: 4727.687012
	Iteration 42Q: 3 clusters Score -1938013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1938038.250000 Penalty: 4727.687012
	Iteration 43Q: 3 clusters Score -1938038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1938069.750000 Penalty: 4727.687012
	Iteration 44Q: 3 clusters Score -1938070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1938094.875000 Penalty: 4727.687012
	Iteration 45Q: 3 clusters Score -1938095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1938130.875000 Penalty: 4727.687012
	Iteration 46Q: 3 clusters Score -1938131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1938160.375000 Penalty: 4727.687012
	Iteration 47Q: 3 clusters Score -1938160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1938195.250000 Penalty: 4727.687012
	Iteration 48Q: 3 clusters Score -1938195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1938239.625000 Penalty: 4727.687012
	Iteration 49Q: 3 clusters Score -1938240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1938265.250000 Penalty: 4727.687012
	Iteration 50Q: 3 clusters Score -1938265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1938284.375000 Penalty: 4727.687012
	Iteration 51Q: 3 clusters Score -1938284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1938299.750000 Penalty: 4727.687012
	Iteration 52Q: 3 clusters Score -1938300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1938323.125000 Penalty: 4727.687012
	Iteration 53Q: 3 clusters Score -1938323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1938351.000000 Penalty: 4727.687012
	Iteration 54Q: 3 clusters Score -1938351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1938371.500000 Penalty: 4727.687012
	Iteration 55Q: 3 clusters Score -1938372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1938388.750000 Penalty: 4727.687012
	Iteration 56Q: 3 clusters Score -1938389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1938410.625000 Penalty: 4727.687012
	Iteration 57Q: 3 clusters Score -1938411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1938424.625000 Penalty: 4727.687012
	Iteration 58Q: 3 clusters Score -1938425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1938448.125000 Penalty: 4727.687012
	Iteration 59Q: 3 clusters Score -1938448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1938458.625000 Penalty: 4727.687012
	Iteration 60F: 3 clusters Score -1938459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1938467.000000 Penalty: 4727.687012
	Iteration 61Q: 3 clusters Score -1938467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1938472.125000 Penalty: 4727.687012
	Iteration 62Q: 3 clusters Score -1938472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1938479.000000 Penalty: 4727.687012
	Iteration 63Q: 3 clusters Score -1938479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1938479.375000 Penalty: 4727.687012
	Iteration 64Q: 3 clusters Score -1938479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1938481.125000 Penalty: 4727.687012
	Iteration 65Q: 3 clusters Score -1938481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1938479.500000 Penalty: 4727.687012
	Iteration 66Q: 3 clusters Score -1938480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1938483.250000 Penalty: 4727.687012
	Iteration 67Q: 3 clusters Score -1938483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1938482.375000 Penalty: 4727.687012
	Iteration 68Q: 3 clusters Score -1938482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1938482.375000 Penalty: 4727.687012
	Iteration 69F: 3 clusters Score -1938482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20597.191406 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20597.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20840.406250 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20840.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21058.726562 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -21058.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21196.994141 Penalty: 2632.900635
	Iteration 3F: 3 clusters Score -21196.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21265.406250 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -21265.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21348.796875 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -21348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21348.796875 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -21348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Entering Unmasked Estep 
Score: -5517279.500000 Penalty: 2604.556152
	Iteration 0F: 2 clusters Score -5517280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5492486.000000 Penalty: 5209.112305
	Iteration 0F: 3 clusters Score -5492486 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5501525.000000 Penalty: 5209.112305
	Iteration 1F: 3 clusters Score -5501525 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -5502120.000000 Penalty: 5209.112305
	Iteration 2Q: 3 clusters Score -5502120 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5502855.000000 Penalty: 5209.112305
	Iteration 3Q: 3 clusters Score -5502855 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5503867.500000 Penalty: 5209.112305
	Iteration 4F: 3 clusters Score -5503868 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5505197.000000 Penalty: 5209.112305
	Iteration 5F: 3 clusters Score -5505197 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5506775.000000 Penalty: 5209.112305
	Iteration 6F: 3 clusters Score -5506775 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5508642.500000 Penalty: 5209.112305
	Iteration 7F: 3 clusters Score -5508642 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5510421.000000 Penalty: 5209.112305
	Iteration 8F: 3 clusters Score -5510421 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -5512037.500000 Penalty: 5209.112305
	Iteration 9Q: 3 clusters Score -5512038 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -5513205.500000 Penalty: 5209.112305
	Iteration 10Q: 3 clusters Score -5513206 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5513783.500000 Penalty: 5209.112305
	Iteration 11Q: 3 clusters Score -5513784 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5514067.000000 Penalty: 5209.112305
	Iteration 12Q: 3 clusters Score -5514067 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -5514202.500000 Penalty: 5209.112305
	Iteration 13Q: 3 clusters Score -5514202 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -5514285.000000 Penalty: 5209.112305
	Iteration 14Q: 3 clusters Score -5514285 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -5514322.500000 Penalty: 5209.112305
	Iteration 15Q: 3 clusters Score -5514322 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -5514351.000000 Penalty: 5209.112305
	Iteration 16Q: 3 clusters Score -5514351 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5514409.000000 Penalty: 5209.112305
	Iteration 17Q: 3 clusters Score -5514409 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5514408.000000 Penalty: 5209.112305
	Iteration 18Q: 3 clusters Score -5514408 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5514442.500000 Penalty: 5209.112305
	Iteration 19Q: 3 clusters Score -5514442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5514461.500000 Penalty: 5209.112305
	Iteration 20F: 3 clusters Score -5514462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5514493.500000 Penalty: 5209.112305
	Iteration 21Q: 3 clusters Score -5514494 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5514500.500000 Penalty: 5209.112305
	Iteration 22Q: 3 clusters Score -5514500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5514509.500000 Penalty: 5209.112305
	Iteration 23Q: 3 clusters Score -5514510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5514547.500000 Penalty: 5209.112305
	Iteration 24Q: 3 clusters Score -5514548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -5514576.000000 Penalty: 5209.112305
	Iteration 25Q: 3 clusters Score -5514576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -5514589.500000 Penalty: 5209.112305
	Iteration 26Q: 3 clusters Score -5514590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5514608.500000 Penalty: 5209.112305
	Iteration 27Q: 3 clusters Score -5514608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5514628.500000 Penalty: 5209.112305
	Iteration 28Q: 3 clusters Score -5514628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5514633.000000 Penalty: 5209.112305
	Iteration 29Q: 3 clusters Score -5514633 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -5514658.000000 Penalty: 5209.112305
	Iteration 30Q: 3 clusters Score -5514658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -5514682.500000 Penalty: 5209.112305
	Iteration 31Q: 3 clusters Score -5514682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -5514705.500000 Penalty: 5209.112305
	Iteration 32Q: 3 clusters Score -5514706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -5514718.500000 Penalty: 5209.112305
	Iteration 33Q: 3 clusters Score -5514718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5514733.000000 Penalty: 5209.112305
	Iteration 34Q: 3 clusters Score -5514733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5514772.000000 Penalty: 5209.112305
	Iteration 35Q: 3 clusters Score -5514772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -5514792.500000 Penalty: 5209.112305
	Iteration 36Q: 3 clusters Score -5514792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -5514830.000000 Penalty: 5209.112305
	Iteration 37Q: 3 clusters Score -5514830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5514874.000000 Penalty: 5209.112305
	Iteration 38Q: 3 clusters Score -5514874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5514904.500000 Penalty: 5209.112305
	Iteration 39Q: 3 clusters Score -5514904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -5514934.000000 Penalty: 5209.112305
	Iteration 40F: 3 clusters Score -5514934 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5514967.500000 Penalty: 5209.112305
	Iteration 41Q: 3 clusters Score -5514968 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5515004.500000 Penalty: 5209.112305
	Iteration 42Q: 3 clusters Score -5515004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -5515039.000000 Penalty: 5209.112305
	Iteration 43Q: 3 clusters Score -5515039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -5515046.500000 Penalty: 5209.112305
	Iteration 44Q: 3 clusters Score -5515046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5515076.000000 Penalty: 5209.112305
	Iteration 45Q: 3 clusters Score -5515076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5515096.000000 Penalty: 5209.112305
	Iteration 46Q: 3 clusters Score -5515096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5515133.000000 Penalty: 5209.112305
	Iteration 47Q: 3 clusters Score -5515133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5515166.000000 Penalty: 5209.112305
	Iteration 48Q: 3 clusters Score -5515166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -5515202.000000 Penalty: 5209.112305
	Iteration 49Q: 3 clusters Score -5515202 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5515221.500000 Penalty: 5209.112305
	Iteration 50Q: 3 clusters Score -5515222 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -5515235.000000 Penalty: 5209.112305
	Iteration 51Q: 3 clusters Score -5515235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5515243.500000 Penalty: 5209.112305
	Iteration 52Q: 3 clusters Score -5515244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5515258.500000 Penalty: 5209.112305
	Iteration 53Q: 3 clusters Score -5515258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5515281.500000 Penalty: 5209.112305
	Iteration 54Q: 3 clusters Score -5515282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -5515297.000000 Penalty: 5209.112305
	Iteration 55Q: 3 clusters Score -5515297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5515305.500000 Penalty: 5209.112305
	Iteration 56Q: 3 clusters Score -5515306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -5515317.500000 Penalty: 5209.112305
	Iteration 57Q: 3 clusters Score -5515318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5515338.500000 Penalty: 5209.112305
	Iteration 58Q: 3 clusters Score -5515338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5515367.000000 Penalty: 5209.112305
	Iteration 59Q: 3 clusters Score -5515367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5515365.500000 Penalty: 5209.112305
	Iteration 60F: 3 clusters Score -5515366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5515381.000000 Penalty: 5209.112305
	Iteration 61Q: 3 clusters Score -5515381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5515386.000000 Penalty: 5209.112305
	Iteration 62Q: 3 clusters Score -5515386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5515406.500000 Penalty: 5209.112305
	Iteration 63Q: 3 clusters Score -5515406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5515407.500000 Penalty: 5209.112305
	Iteration 64Q: 3 clusters Score -5515408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5515404.500000 Penalty: 5209.112305
	Iteration 65Q: 3 clusters Score -5515404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5515406.000000 Penalty: 5209.112305
	Iteration 66Q: 3 clusters Score -5515406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5515409.000000 Penalty: 5209.112305
	Iteration 67Q: 3 clusters Score -5515409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5515424.500000 Penalty: 5209.112305
	Iteration 68Q: 3 clusters Score -5515424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5515426.000000 Penalty: 5209.112305
	Iteration 69Q: 3 clusters Score -5515426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5515429.500000 Penalty: 5209.112305
	Iteration 70Q: 3 clusters Score -5515430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5515431.000000 Penalty: 5209.112305
	Iteration 71Q: 3 clusters Score -5515431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5515425.500000 Penalty: 5209.112305
	Iteration 72Q: 3 clusters Score -5515426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -5515426.500000 Penalty: 5209.112305
	Iteration 73Q: 3 clusters Score -5515426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5515436.500000 Penalty: 5209.112305
	Iteration 74Q: 3 clusters Score -5515436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -5515434.500000 Penalty: 5209.112305
	Iteration 75Q: 3 clusters Score -5515434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5515433.500000 Penalty: 5209.112305
	Iteration 76Q: 3 clusters Score -5515434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5515425.500000 Penalty: 5209.112305
	Iteration 77Q: 3 clusters Score -5515426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5515428.000000 Penalty: 5209.112305
	Iteration 78Q: 3 clusters Score -5515428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -5515438.500000 Penalty: 5209.112305
	Iteration 79Q: 3 clusters Score -5515438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5515434.500000 Penalty: 5209.112305
	Iteration 80F: 3 clusters Score -5515434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5515436.000000 Penalty: 5209.112305
	Iteration 81Q: 3 clusters Score -5515436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5515444.000000 Penalty: 5209.112305
	Iteration 82Q: 3 clusters Score -5515444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5515442.000000 Penalty: 5209.112305
	Iteration 83Q: 3 clusters Score -5515442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5515436.000000 Penalty: 5209.112305
	Iteration 84Q: 3 clusters Score -5515436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5515433.500000 Penalty: 5209.112305
	Iteration 85Q: 3 clusters Score -5515434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5515439.000000 Penalty: 5209.112305
	Iteration 86Q: 3 clusters Score -5515439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5515438.000000 Penalty: 5209.112305
	Iteration 87Q: 3 clusters Score -5515438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5515441.000000 Penalty: 5209.112305
	Iteration 88Q: 3 clusters Score -5515441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5515440.500000 Penalty: 5209.112305
	Iteration 89Q: 3 clusters Score -5515440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5515437.000000 Penalty: 5209.112305
	Iteration 90Q: 3 clusters Score -5515437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5515435.500000 Penalty: 5209.112305
	Iteration 91Q: 3 clusters Score -5515436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5515446.000000 Penalty: 5209.112305
	Iteration 92Q: 3 clusters Score -5515446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5515450.500000 Penalty: 5209.112305
	Iteration 93Q: 3 clusters Score -5515450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5515448.500000 Penalty: 5209.112305
	Iteration 94Q: 3 clusters Score -5515448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5515451.500000 Penalty: 5209.112305
	Iteration 95Q: 3 clusters Score -5515452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5515450.000000 Penalty: 5209.112305
	Iteration 96Q: 3 clusters Score -5515450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5515450.500000 Penalty: 5209.112305
	Iteration 97Q: 3 clusters Score -5515450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5515452.000000 Penalty: 5209.112305
	Iteration 98Q: 3 clusters Score -5515452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5515449.000000 Penalty: 5209.112305
	Iteration 99Q: 3 clusters Score -5515449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5515448.000000 Penalty: 5209.112305
	Iteration 100F: 3 clusters Score -5515448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5515454.500000 Penalty: 5209.112305
	Iteration 101Q: 3 clusters Score -5515454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5515458.500000 Penalty: 5209.112305
	Iteration 102Q: 3 clusters Score -5515458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5515453.500000 Penalty: 5209.112305
	Iteration 103Q: 3 clusters Score -5515454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5515458.500000 Penalty: 5209.112305
	Iteration 104Q: 3 clusters Score -5515458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5515454.000000 Penalty: 5209.112305
	Iteration 105Q: 3 clusters Score -5515454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5515458.500000 Penalty: 5209.112305
	Iteration 106Q: 3 clusters Score -5515458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5515455.500000 Penalty: 5209.112305
	Iteration 107Q: 3 clusters Score -5515456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5515454.000000 Penalty: 5209.112305
	Iteration 108Q: 3 clusters Score -5515454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5515454.000000 Penalty: 5209.112305
	Iteration 109F: 3 clusters Score -5515454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Entering Unmasked Estep 
Score: -2806091.000000 Penalty: 2449.747803
	Iteration 0F: 2 clusters Score -2806091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2792386.750000 Penalty: 4899.495605
	Iteration 0F: 3 clusters Score -2792387 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2797184.750000 Penalty: 4899.495605
	Iteration 1F: 3 clusters Score -2797185 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2797740.500000 Penalty: 4899.495605
	Iteration 2F: 3 clusters Score -2797740 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2798187.750000 Penalty: 4899.495605
	Iteration 3F: 3 clusters Score -2798188 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2798635.750000 Penalty: 4899.495605
	Iteration 4Q: 3 clusters Score -2798636 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2799048.500000 Penalty: 4899.495605
	Iteration 5Q: 3 clusters Score -2799048 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2799476.000000 Penalty: 4899.495605
	Iteration 6Q: 3 clusters Score -2799476 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2799931.500000 Penalty: 4899.495605
	Iteration 7Q: 3 clusters Score -2799932 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2800442.000000 Penalty: 4899.495605
	Iteration 8Q: 3 clusters Score -2800442 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2800986.750000 Penalty: 4899.495605
	Iteration 9Q: 3 clusters Score -2800987 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2801578.500000 Penalty: 4899.495605
	Iteration 10Q: 3 clusters Score -2801578 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2802136.500000 Penalty: 4899.495605
	Iteration 11Q: 3 clusters Score -2802136 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2802642.250000 Penalty: 4899.495605
	Iteration 12Q: 3 clusters Score -2802642 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2803042.000000 Penalty: 4899.495605
	Iteration 13Q: 3 clusters Score -2803042 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2803366.750000 Penalty: 4899.495605
	Iteration 14Q: 3 clusters Score -2803367 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2803626.250000 Penalty: 4899.495605
	Iteration 15Q: 3 clusters Score -2803626 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2803793.000000 Penalty: 4899.495605
	Iteration 16Q: 3 clusters Score -2803793 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2803951.000000 Penalty: 4899.495605
	Iteration 17Q: 3 clusters Score -2803951 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2804075.000000 Penalty: 4899.495605
	Iteration 18Q: 3 clusters Score -2804075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2804198.250000 Penalty: 4899.495605
	Iteration 19Q: 3 clusters Score -2804198 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2804319.000000 Penalty: 4899.495605
	Iteration 20F: 3 clusters Score -2804319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2804404.750000 Penalty: 4899.495605
	Iteration 21Q: 3 clusters Score -2804405 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2804468.250000 Penalty: 4899.495605
	Iteration 22Q: 3 clusters Score -2804468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2804528.500000 Penalty: 4899.495605
	Iteration 23Q: 3 clusters Score -2804528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2804591.000000 Penalty: 4899.495605
	Iteration 24Q: 3 clusters Score -2804591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2804632.250000 Penalty: 4899.495605
	Iteration 25Q: 3 clusters Score -2804632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2804675.250000 Penalty: 4899.495605
	Iteration 26Q: 3 clusters Score -2804675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2804719.000000 Penalty: 4899.495605
	Iteration 27Q: 3 clusters Score -2804719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2804750.500000 Penalty: 4899.495605
	Iteration 28Q: 3 clusters Score -2804750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2804783.000000 Penalty: 4899.495605
	Iteration 29Q: 3 clusters Score -2804783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2804812.750000 Penalty: 4899.495605
	Iteration 30Q: 3 clusters Score -2804813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2804842.750000 Penalty: 4899.495605
	Iteration 31Q: 3 clusters Score -2804843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2804865.250000 Penalty: 4899.495605
	Iteration 32Q: 3 clusters Score -2804865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2804880.750000 Penalty: 4899.495605
	Iteration 33Q: 3 clusters Score -2804881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2804886.750000 Penalty: 4899.495605
	Iteration 34Q: 3 clusters Score -2804887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2804894.750000 Penalty: 4899.495605
	Iteration 35Q: 3 clusters Score -2804895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2804898.000000 Penalty: 4899.495605
	Iteration 36Q: 3 clusters Score -2804898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2804898.000000 Penalty: 4899.495605
	Iteration 37Q: 3 clusters Score -2804898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2804906.000000 Penalty: 4899.495605
	Iteration 38Q: 3 clusters Score -2804906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2804905.500000 Penalty: 4899.495605
	Iteration 39Q: 3 clusters Score -2804906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2804909.250000 Penalty: 4899.495605
	Iteration 40F: 3 clusters Score -2804909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2804910.500000 Penalty: 4899.495605
	Iteration 41Q: 3 clusters Score -2804910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2804917.250000 Penalty: 4899.495605
	Iteration 42Q: 3 clusters Score -2804917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2804922.250000 Penalty: 4899.495605
	Iteration 43Q: 3 clusters Score -2804922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2804928.000000 Penalty: 4899.495605
	Iteration 44Q: 3 clusters Score -2804928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2804926.000000 Penalty: 4899.495605
	Iteration 45Q: 3 clusters Score -2804926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2804922.000000 Penalty: 4899.495605
	Iteration 46Q: 3 clusters Score -2804922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2804922.000000 Penalty: 4899.495605
	Iteration 47F: 3 clusters Score -2804922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -283091.187500 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -283091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -280540.531250 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -280540.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -280965.187500 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -280965.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -281064.218750 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -281064.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -281137.093750 Penalty: 3729.767334
	Iteration 3Q: 3 clusters Score -281137.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -281169.031250 Penalty: 3729.767334
	Iteration 4Q: 3 clusters Score -281169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -281185.437500 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -281185.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -281203.781250 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -281203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -281212.031250 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -281212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -281218.281250 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -281218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -281224.343750 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -281224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -281229.375000 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -281229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -281235.062500 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -281235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -281239.250000 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -281239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -281242.718750 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -281242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -281246.906250 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -281246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281250.312500 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -281250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281252.218750 Penalty: 3729.767334
	Iteration 16Q: 3 clusters Score -281252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -281252.218750 Penalty: 3729.767334
	Iteration 17F: 3 clusters Score -281252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -126772.679688 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -126772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -124869.132812 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -124869.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125169.648438 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -125169.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125402.851562 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -125402.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125554.937500 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -125554.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125673.617188 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -125673.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125763.890625 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -125763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125833.718750 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -125833.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -125865.859375 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -125865.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -125903.062500 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -125903.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -125946.140625 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -125946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -125964.140625 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -125964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125976.242188 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -125976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125976.992188 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -125977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125976.992188 Penalty: 3391.848877
	Iteration 13F: 3 clusters Score -125977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104851.039062 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105170.351562 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105170.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105370.468750 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105370.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105536.218750 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105683.570312 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105683.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105816.429688 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105816.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105877.570312 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -105877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105897.343750 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -105897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105911.718750 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -105911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105915.304688 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -105915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105916.679688 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -105916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105916.679688 Penalty: 3321.116211
	Iteration 11F: 3 clusters Score -105916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -1272394.875000 Penalty: 2241.190430
	Iteration 0F: 2 clusters Score -1272395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1265687.125000 Penalty: 4482.380859
	Iteration 0F: 3 clusters Score -1265687 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1267552.500000 Penalty: 4482.380859
	Iteration 1F: 3 clusters Score -1267552 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1267860.125000 Penalty: 4482.380859
	Iteration 2F: 3 clusters Score -1267860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1268058.250000 Penalty: 4482.380859
	Iteration 3F: 3 clusters Score -1268058 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1268189.250000 Penalty: 4482.380859
	Iteration 4Q: 3 clusters Score -1268189 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1268277.125000 Penalty: 4482.380859
	Iteration 5Q: 3 clusters Score -1268277 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1268341.625000 Penalty: 4482.380859
	Iteration 6Q: 3 clusters Score -1268342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1268392.375000 Penalty: 4482.380859
	Iteration 7Q: 3 clusters Score -1268392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1268436.750000 Penalty: 4482.380859
	Iteration 8Q: 3 clusters Score -1268437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1268480.250000 Penalty: 4482.380859
	Iteration 9Q: 3 clusters Score -1268480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1268521.375000 Penalty: 4482.380859
	Iteration 10Q: 3 clusters Score -1268521 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1268570.625000 Penalty: 4482.380859
	Iteration 11Q: 3 clusters Score -1268571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1268611.000000 Penalty: 4482.380859
	Iteration 12Q: 3 clusters Score -1268611 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1268658.625000 Penalty: 4482.380859
	Iteration 13Q: 3 clusters Score -1268659 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1268714.000000 Penalty: 4482.380859
	Iteration 14Q: 3 clusters Score -1268714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1268765.250000 Penalty: 4482.380859
	Iteration 15Q: 3 clusters Score -1268765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1268822.000000 Penalty: 4482.380859
	Iteration 16Q: 3 clusters Score -1268822 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1268877.500000 Penalty: 4482.380859
	Iteration 17Q: 3 clusters Score -1268878 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1268937.250000 Penalty: 4482.380859
	Iteration 18Q: 3 clusters Score -1268937 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1269008.875000 Penalty: 4482.380859
	Iteration 19Q: 3 clusters Score -1269009 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1269094.375000 Penalty: 4482.380859
	Iteration 20F: 3 clusters Score -1269094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1269228.625000 Penalty: 4482.380859
	Iteration 21Q: 3 clusters Score -1269229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1269375.250000 Penalty: 4482.380859
	Iteration 22Q: 3 clusters Score -1269375 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1269518.625000 Penalty: 4482.380859
	Iteration 23Q: 3 clusters Score -1269519 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1269677.500000 Penalty: 4482.380859
	Iteration 24Q: 3 clusters Score -1269678 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1269813.625000 Penalty: 4482.380859
	Iteration 25Q: 3 clusters Score -1269814 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1269933.625000 Penalty: 4482.380859
	Iteration 26Q: 3 clusters Score -1269934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1270060.125000 Penalty: 4482.380859
	Iteration 27Q: 3 clusters Score -1270060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1270165.625000 Penalty: 4482.380859
	Iteration 28Q: 3 clusters Score -1270166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1270277.375000 Penalty: 4482.380859
	Iteration 29Q: 3 clusters Score -1270277 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1270354.000000 Penalty: 4482.380859
	Iteration 30Q: 3 clusters Score -1270354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1270400.000000 Penalty: 4482.380859
	Iteration 31Q: 3 clusters Score -1270400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1270429.500000 Penalty: 4482.380859
	Iteration 32Q: 3 clusters Score -1270430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1270458.500000 Penalty: 4482.380859
	Iteration 33Q: 3 clusters Score -1270458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1270483.250000 Penalty: 4482.380859
	Iteration 34Q: 3 clusters Score -1270483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1270507.250000 Penalty: 4482.380859
	Iteration 35Q: 3 clusters Score -1270507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1270528.250000 Penalty: 4482.380859
	Iteration 36Q: 3 clusters Score -1270528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1270540.375000 Penalty: 4482.380859
	Iteration 37Q: 3 clusters Score -1270540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1270554.250000 Penalty: 4482.380859
	Iteration 38Q: 3 clusters Score -1270554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1270561.750000 Penalty: 4482.380859
	Iteration 39Q: 3 clusters Score -1270562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1270568.250000 Penalty: 4482.380859
	Iteration 40F: 3 clusters Score -1270568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1270575.750000 Penalty: 4482.380859
	Iteration 41Q: 3 clusters Score -1270576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1270584.000000 Penalty: 4482.380859
	Iteration 42Q: 3 clusters Score -1270584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1270589.750000 Penalty: 4482.380859
	Iteration 43Q: 3 clusters Score -1270590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1270589.000000 Penalty: 4482.380859
	Iteration 44Q: 3 clusters Score -1270589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1270591.375000 Penalty: 4482.380859
	Iteration 45Q: 3 clusters Score -1270591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1270596.000000 Penalty: 4482.380859
	Iteration 46Q: 3 clusters Score -1270596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1270597.750000 Penalty: 4482.380859
	Iteration 47Q: 3 clusters Score -1270598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1270599.250000 Penalty: 4482.380859
	Iteration 48Q: 3 clusters Score -1270599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1270599.875000 Penalty: 4482.380859
	Iteration 49Q: 3 clusters Score -1270600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1270601.250000 Penalty: 4482.380859
	Iteration 50Q: 3 clusters Score -1270601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1270604.500000 Penalty: 4482.380859
	Iteration 51Q: 3 clusters Score -1270604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1270607.625000 Penalty: 4482.380859
	Iteration 52Q: 3 clusters Score -1270608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1270612.375000 Penalty: 4482.380859
	Iteration 53Q: 3 clusters Score -1270612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1270615.750000 Penalty: 4482.380859
	Iteration 54Q: 3 clusters Score -1270616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1270613.500000 Penalty: 4482.380859
	Iteration 55Q: 3 clusters Score -1270614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1270616.750000 Penalty: 4482.380859
	Iteration 56Q: 3 clusters Score -1270617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1270618.875000 Penalty: 4482.380859
	Iteration 57Q: 3 clusters Score -1270619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1270619.125000 Penalty: 4482.380859
	Iteration 58Q: 3 clusters Score -1270619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1270622.250000 Penalty: 4482.380859
	Iteration 59Q: 3 clusters Score -1270622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1270623.875000 Penalty: 4482.380859
	Iteration 60F: 3 clusters Score -1270624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1270627.375000 Penalty: 4482.380859
	Iteration 61Q: 3 clusters Score -1270627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1270626.000000 Penalty: 4482.380859
	Iteration 62Q: 3 clusters Score -1270626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1270625.375000 Penalty: 4482.380859
	Iteration 63Q: 3 clusters Score -1270625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1270625.750000 Penalty: 4482.380859
	Iteration 64Q: 3 clusters Score -1270626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1270626.750000 Penalty: 4482.380859
	Iteration 65Q: 3 clusters Score -1270627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1270626.875000 Penalty: 4482.380859
	Iteration 66Q: 3 clusters Score -1270627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1270627.750000 Penalty: 4482.380859
	Iteration 67Q: 3 clusters Score -1270628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1270626.375000 Penalty: 4482.380859
	Iteration 68Q: 3 clusters Score -1270626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1270626.500000 Penalty: 4482.380859
	Iteration 69Q: 3 clusters Score -1270626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1270627.625000 Penalty: 4482.380859
	Iteration 70Q: 3 clusters Score -1270628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1270629.000000 Penalty: 4482.380859
	Iteration 71Q: 3 clusters Score -1270629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1270629.750000 Penalty: 4482.380859
	Iteration 72Q: 3 clusters Score -1270630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1270630.625000 Penalty: 4482.380859
	Iteration 73Q: 3 clusters Score -1270631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1270630.625000 Penalty: 4482.380859
	Iteration 74F: 3 clusters Score -1270631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Entering Unmasked Estep 
Score: -2408251.500000 Penalty: 2397.825439
	Iteration 0F: 2 clusters Score -2408252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2396935.500000 Penalty: 4795.650879
	Iteration 0F: 3 clusters Score -2396936 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2400665.250000 Penalty: 4795.650879
	Iteration 1F: 3 clusters Score -2400665 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2401089.000000 Penalty: 4795.650879
	Iteration 2F: 3 clusters Score -2401089 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2401561.500000 Penalty: 4795.650879
	Iteration 3F: 3 clusters Score -2401562 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2402160.000000 Penalty: 4795.650879
	Iteration 4F: 3 clusters Score -2402160 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2402876.000000 Penalty: 4795.650879
	Iteration 5F: 3 clusters Score -2402876 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2403597.250000 Penalty: 4795.650879
	Iteration 6F: 3 clusters Score -2403597 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2404281.250000 Penalty: 4795.650879
	Iteration 7F: 3 clusters Score -2404281 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2404935.000000 Penalty: 4795.650879
	Iteration 8F: 3 clusters Score -2404935 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2405505.000000 Penalty: 4795.650879
	Iteration 9F: 3 clusters Score -2405505 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2405999.250000 Penalty: 4795.650879
	Iteration 10Q: 3 clusters Score -2405999 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2406452.750000 Penalty: 4795.650879
	Iteration 11Q: 3 clusters Score -2406453 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2406874.750000 Penalty: 4795.650879
	Iteration 12Q: 3 clusters Score -2406875 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2407111.750000 Penalty: 4795.650879
	Iteration 13Q: 3 clusters Score -2407112 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2407240.500000 Penalty: 4795.650879
	Iteration 14Q: 3 clusters Score -2407240 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2407301.250000 Penalty: 4795.650879
	Iteration 15Q: 3 clusters Score -2407301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2407358.000000 Penalty: 4795.650879
	Iteration 16Q: 3 clusters Score -2407358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2407409.500000 Penalty: 4795.650879
	Iteration 17Q: 3 clusters Score -2407410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2407441.750000 Penalty: 4795.650879
	Iteration 18Q: 3 clusters Score -2407442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2407481.750000 Penalty: 4795.650879
	Iteration 19Q: 3 clusters Score -2407482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2407537.500000 Penalty: 4795.650879
	Iteration 20F: 3 clusters Score -2407538 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2407573.250000 Penalty: 4795.650879
	Iteration 21Q: 3 clusters Score -2407573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2407607.500000 Penalty: 4795.650879
	Iteration 22Q: 3 clusters Score -2407608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2407630.250000 Penalty: 4795.650879
	Iteration 23Q: 3 clusters Score -2407630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2407656.750000 Penalty: 4795.650879
	Iteration 24Q: 3 clusters Score -2407657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2407662.500000 Penalty: 4795.650879
	Iteration 25Q: 3 clusters Score -2407662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2407674.500000 Penalty: 4795.650879
	Iteration 26Q: 3 clusters Score -2407674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2407681.500000 Penalty: 4795.650879
	Iteration 27Q: 3 clusters Score -2407682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2407702.000000 Penalty: 4795.650879
	Iteration 28Q: 3 clusters Score -2407702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2407713.500000 Penalty: 4795.650879
	Iteration 29Q: 3 clusters Score -2407714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2407720.000000 Penalty: 4795.650879
	Iteration 30Q: 3 clusters Score -2407720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2407722.500000 Penalty: 4795.650879
	Iteration 31Q: 3 clusters Score -2407722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2407726.750000 Penalty: 4795.650879
	Iteration 32Q: 3 clusters Score -2407727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2407729.250000 Penalty: 4795.650879
	Iteration 33Q: 3 clusters Score -2407729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2407732.000000 Penalty: 4795.650879
	Iteration 34Q: 3 clusters Score -2407732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2407737.250000 Penalty: 4795.650879
	Iteration 35Q: 3 clusters Score -2407737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2407745.000000 Penalty: 4795.650879
	Iteration 36Q: 3 clusters Score -2407745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2407748.000000 Penalty: 4795.650879
	Iteration 37Q: 3 clusters Score -2407748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2407745.250000 Penalty: 4795.650879
	Iteration 38Q: 3 clusters Score -2407745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2407746.250000 Penalty: 4795.650879
	Iteration 39Q: 3 clusters Score -2407746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2407749.250000 Penalty: 4795.650879
	Iteration 40F: 3 clusters Score -2407749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2407748.250000 Penalty: 4795.650879
	Iteration 41Q: 3 clusters Score -2407748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2407747.750000 Penalty: 4795.650879
	Iteration 42Q: 3 clusters Score -2407748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2407748.000000 Penalty: 4795.650879
	Iteration 43Q: 3 clusters Score -2407748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2407749.000000 Penalty: 4795.650879
	Iteration 44Q: 3 clusters Score -2407749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2407749.250000 Penalty: 4795.650879
	Iteration 45Q: 3 clusters Score -2407749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2407749.500000 Penalty: 4795.650879
	Iteration 46Q: 3 clusters Score -2407750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2407755.000000 Penalty: 4795.650879
	Iteration 47Q: 3 clusters Score -2407755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2407754.500000 Penalty: 4795.650879
	Iteration 48Q: 3 clusters Score -2407754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2407753.500000 Penalty: 4795.650879
	Iteration 49Q: 3 clusters Score -2407754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2407753.500000 Penalty: 4795.650879
	Iteration 50Q: 3 clusters Score -2407754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2407756.250000 Penalty: 4795.650879
	Iteration 51Q: 3 clusters Score -2407756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2407756.750000 Penalty: 4795.650879
	Iteration 52Q: 3 clusters Score -2407757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2407756.750000 Penalty: 4795.650879
	Iteration 53F: 3 clusters Score -2407757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (116917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Entering Unmasked Estep 
Score: -17987760.000000 Penalty: 2893.966553
	Iteration 0F: 2 clusters Score -1.798776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -17913562.000000 Penalty: 5787.933105
	Iteration 0F: 3 clusters Score -1.791356e+07 nChanged 55781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -17945990.000000 Penalty: 5787.933105
	Iteration 1F: 3 clusters Score -1.794599e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -17947352.000000 Penalty: 5787.933105
	Iteration 2Q: 3 clusters Score -1.794735e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -17949250.000000 Penalty: 5787.933105
	Iteration 3Q: 3 clusters Score -1.794925e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -17952580.000000 Penalty: 5787.933105
	Iteration 4F: 3 clusters Score -1.795258e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -17957956.000000 Penalty: 5787.933105
	Iteration 5F: 3 clusters Score -1.795796e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 89800 members 
Entering Unmasked Estep 
Score: -17965300.000000 Penalty: 5787.933105
	Iteration 6F: 3 clusters Score -1.79653e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -17973428.000000 Penalty: 5787.933105
	Iteration 7F: 3 clusters Score -1.797343e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -17979200.000000 Penalty: 5787.933105
	Iteration 8F: 3 clusters Score -1.79792e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -17982550.000000 Penalty: 5787.933105
	Iteration 9Q: 3 clusters Score -1.798255e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -17984162.000000 Penalty: 5787.933105
	Iteration 10Q: 3 clusters Score -1.798416e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 113450 members 
Entering Unmasked Estep 
Score: -17985036.000000 Penalty: 5787.933105
	Iteration 11Q: 3 clusters Score -1.798504e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -17985392.000000 Penalty: 5787.933105
	Iteration 12Q: 3 clusters Score -1.798539e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -17985658.000000 Penalty: 5787.933105
	Iteration 13Q: 3 clusters Score -1.798566e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 115348 members 
Entering Unmasked Estep 
Score: -17985706.000000 Penalty: 5787.933105
	Iteration 14Q: 3 clusters Score -1.798571e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 115548 members 
Entering Unmasked Estep 
Score: -17985740.000000 Penalty: 5787.933105
	Iteration 15Q: 3 clusters Score -1.798574e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -17985768.000000 Penalty: 5787.933105
	Iteration 16Q: 3 clusters Score -1.798577e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -17985832.000000 Penalty: 5787.933105
	Iteration 17Q: 3 clusters Score -1.798583e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 115850 members 
Entering Unmasked Estep 
Score: -17985902.000000 Penalty: 5787.933105
	Iteration 18Q: 3 clusters Score -1.79859e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -17985910.000000 Penalty: 5787.933105
	Iteration 19Q: 3 clusters Score -1.798591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -17985934.000000 Penalty: 5787.933105
	Iteration 20F: 3 clusters Score -1.798593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 115977 members 
Entering Unmasked Estep 
Score: -17985930.000000 Penalty: 5787.933105
	Iteration 21Q: 3 clusters Score -1.798593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 115997 members 
Entering Unmasked Estep 
Score: -17985964.000000 Penalty: 5787.933105
	Iteration 22Q: 3 clusters Score -1.798596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 116003 members 
Entering Unmasked Estep 
Score: -17985970.000000 Penalty: 5787.933105
	Iteration 23Q: 3 clusters Score -1.798597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -17985970.000000 Penalty: 5787.933105
	Iteration 24Q: 3 clusters Score -1.798597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -17985976.000000 Penalty: 5787.933105
	Iteration 25Q: 3 clusters Score -1.798598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -17985966.000000 Penalty: 5787.933105
	Iteration 26Q: 3 clusters Score -1.798597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -17985978.000000 Penalty: 5787.933105
	Iteration 27Q: 3 clusters Score -1.798598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -17985980.000000 Penalty: 5787.933105
	Iteration 28Q: 3 clusters Score -1.798598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -17985984.000000 Penalty: 5787.933105
	Iteration 29Q: 3 clusters Score -1.798598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -17985980.000000 Penalty: 5787.933105
	Iteration 30Q: 3 clusters Score -1.798598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 116027 members 
Entering Unmasked Estep 
Score: -17985986.000000 Penalty: 5787.933105
	Iteration 31Q: 3 clusters Score -1.798599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -17985988.000000 Penalty: 5787.933105
	Iteration 32Q: 3 clusters Score -1.798599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -17985982.000000 Penalty: 5787.933105
	Iteration 33Q: 3 clusters Score -1.798598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -17985982.000000 Penalty: 5787.933105
	Iteration 34F: 3 clusters Score -1.798598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -322029.281250 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -322029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319155.437500 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -319155.4 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -319843.218750 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -319843.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -320218.062500 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -320218.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -320560.156250 Penalty: 3884.678955
	Iteration 3F: 3 clusters Score -320560.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320818.781250 Penalty: 3884.678955
	Iteration 4F: 3 clusters Score -320818.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -320999.062500 Penalty: 3884.678955
	Iteration 5F: 3 clusters Score -320999.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -321097.375000 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -321097.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -321155.031250 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -321155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -321193.343750 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -321193.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -321219.625000 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -321219.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -321232.031250 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -321232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -321233.843750 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -321233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -321234.250000 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -321234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -321235.468750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -321235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -321236.843750 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -321236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -321236.562500 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -321236.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -321236.562500 Penalty: 3884.678955
	Iteration 16F: 3 clusters Score -321236.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -291922.750000 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -291922.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289323.406250 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -289323.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -289808.968750 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -289809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -289989.593750 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -289989.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -290161.687500 Penalty: 3769.054443
	Iteration 3Q: 3 clusters Score -290161.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -290296.187500 Penalty: 3769.054443
	Iteration 4Q: 3 clusters Score -290296.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290381.875000 Penalty: 3769.054443
	Iteration 5Q: 3 clusters Score -290381.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -290444.562500 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -290444.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -290498.031250 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -290498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290540.468750 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -290540.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290577.718750 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -290577.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290605.750000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -290605.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290618.406250 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -290618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -290630.531250 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -290630.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -290641.312500 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -290641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290648.906250 Penalty: 3769.054443
	Iteration 14Q: 3 clusters Score -290648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290652.750000 Penalty: 3769.054443
	Iteration 15Q: 3 clusters Score -290652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290658.968750 Penalty: 3769.054443
	Iteration 16Q: 3 clusters Score -290659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290661.718750 Penalty: 3769.054443
	Iteration 17Q: 3 clusters Score -290661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290663.375000 Penalty: 3769.054443
	Iteration 18Q: 3 clusters Score -290663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290666.156250 Penalty: 3769.054443
	Iteration 19Q: 3 clusters Score -290666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -290667.062500 Penalty: 3769.054443
	Iteration 20F: 3 clusters Score -290667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290668.281250 Penalty: 3769.054443
	Iteration 21Q: 3 clusters Score -290668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -290668.843750 Penalty: 3769.054443
	Iteration 22Q: 3 clusters Score -290668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -290668.843750 Penalty: 3769.054443
	Iteration 23F: 3 clusters Score -290668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -641643.437500 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -641643.4 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 2315 members 
Entering Unmasked Estep 
Score: -637436.500000 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -637436.5 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -638480.312500 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -638480.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -638854.875000 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -638854.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -639211.875000 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -639211.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -639484.812500 Penalty: 4178.729980
	Iteration 4F: 3 clusters Score -639484.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -639665.687500 Penalty: 4178.729980
	Iteration 5Q: 3 clusters Score -639665.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -639782.812500 Penalty: 4178.729980
	Iteration 6Q: 3 clusters Score -639782.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -639862.437500 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -639862.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -639945.750000 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -639945.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -640003.625000 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -640003.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -640039.562500 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -640039.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -640067.562500 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -640067.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -640092.312500 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -640092.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -640114.562500 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -640114.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -640132.750000 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -640132.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -640152.187500 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -640152.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -640168.750000 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -640168.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -640176.875000 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -640176.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -640190.062500 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -640190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -640195.687500 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -640195.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -640201.562500 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -640201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -640206.062500 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -640206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -640206.375000 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -640206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -640207.562500 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -640207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -640210.187500 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -640210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -640211.312500 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -640211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -640213.125000 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -640213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -640214.562500 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -640214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -640214.437500 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -640214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -640214.375000 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -640214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -640216.500000 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -640216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -640215.437500 Penalty: 4178.729980
	Iteration 31Q: 3 clusters Score -640215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -640215.437500 Penalty: 4178.729980
	Iteration 32F: 3 clusters Score -640215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20751.722656 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20751.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19948.396484 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20058.044922 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -20058.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20150.550781 Penalty: 2570.164795
	Iteration 2F: 3 clusters Score -20150.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20271.730469 Penalty: 2570.164795
	Iteration 3F: 3 clusters Score -20271.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20298.574219 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -20298.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20298.574219 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -20298.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66365.835938 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66365.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66560.593750 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66560.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66656.554688 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66656.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66700.890625 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -66700.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66722.148438 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -66722.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66749.406250 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -66749.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66766.351562 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -66766.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66777.320312 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -66777.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66786.007812 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -66786.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66796.625000 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -66796.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66807.710938 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -66807.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66816.039062 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -66816.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66840.960938 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -66840.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66866.601562 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -66866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66901.312500 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -66901.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66928.742188 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -66928.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66959.351562 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -66959.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67017.328125 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -67017.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67081.796875 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -67081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67153.976562 Penalty: 3099.029297
	Iteration 19Q: 3 clusters Score -67153.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67284.382812 Penalty: 3099.029297
	Iteration 20F: 3 clusters Score -67284.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67469.898438 Penalty: 3099.029297
	Iteration 21Q: 3 clusters Score -67469.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67599.945312 Penalty: 3099.029297
	Iteration 22Q: 3 clusters Score -67599.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67703.406250 Penalty: 3099.029297
	Iteration 23Q: 3 clusters Score -67703.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67755.281250 Penalty: 3099.029297
	Iteration 24Q: 3 clusters Score -67755.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67763.500000 Penalty: 3099.029297
	Iteration 25Q: 3 clusters Score -67763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67770.617188 Penalty: 3099.029297
	Iteration 26Q: 3 clusters Score -67770.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67770.617188 Penalty: 3099.029297
	Iteration 27F: 3 clusters Score -67770.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8302.285156 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8302.285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8405.161133 Penalty: 2269.056641
	Iteration 1F: 3 clusters Score -8405.161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8407.717773 Penalty: 2269.056641
	Iteration 2Q: 3 clusters Score -8407.718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8407.717773 Penalty: 2269.056641
	Iteration 3F: 3 clusters Score -8407.718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58903.804688 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58903.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59055.847656 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59055.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59121.726562 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59121.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59152.148438 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59152.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59164.277344 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59164.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59168.582031 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59168.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59180.921875 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59180.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -59180.921875 Penalty: 3013.371582
	Iteration 7F: 3 clusters Score -59180.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -93569.781250 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -93569.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91952.882812 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -91952.88 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92486.109375 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -92486.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92682.500000 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -92682.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -92794.507812 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -92794.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92881.601562 Penalty: 3323.562744
	Iteration 4Q: 3 clusters Score -92881.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -92955.632812 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -92955.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93025.945312 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -93025.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93094.421875 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -93094.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93146.304688 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -93146.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93250.257812 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -93250.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93317.703125 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -93317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -93368.351562 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -93368.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93414.007812 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -93414.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -93444.882812 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -93444.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93467.320312 Penalty: 3323.562744
	Iteration 14Q: 3 clusters Score -93467.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93473.218750 Penalty: 3323.562744
	Iteration 15Q: 3 clusters Score -93473.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93474.429688 Penalty: 3323.562744
	Iteration 16Q: 3 clusters Score -93474.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93474.429688 Penalty: 3323.562744
	Iteration 17F: 3 clusters Score -93474.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37735 members 
Mstep: Class 11 contains 165960 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4752 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 108408 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36397 members 
Mstep: Class 24 contains 19497 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15814 members 
Mstep: Class 30 contains 116917 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170272.000000 Penalty: 126803.226562
Iteration 319Q: 39 clusters Score -1.041703e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25314 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15409 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37716 members 
Mstep: Class 11 contains 166068 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4754 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 108337 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36391 members 
Mstep: Class 24 contains 19505 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15810 members 
Mstep: Class 30 contains 116897 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170320.000000 Penalty: 126803.226562
Iteration 320F: 39 clusters Score -1.041703e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25315 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 15411 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37704 members 
Mstep: Class 11 contains 166199 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4754 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 108252 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36391 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15813 members 
Mstep: Class 30 contains 116864 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170432.000000 Penalty: 126803.226562
Iteration 321Q: 39 clusters Score -1.041704e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25316 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 15406 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37683 members 
Mstep: Class 11 contains 166296 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 108211 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36389 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15812 members 
Mstep: Class 30 contains 116845 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170544.000000 Penalty: 126803.226562
Iteration 322Q: 39 clusters Score -1.041705e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25310 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37672 members 
Mstep: Class 11 contains 166396 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 108160 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36389 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15815 members 
Mstep: Class 30 contains 116817 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170576.000000 Penalty: 126803.226562
Iteration 323Q: 39 clusters Score -1.041706e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25310 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10758 members 
Mstep: Class 7 contains 15418 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37659 members 
Mstep: Class 11 contains 166484 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4750 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 108135 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36387 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15813 members 
Mstep: Class 30 contains 116774 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170480.000000 Penalty: 126803.226562
Iteration 324Q: 39 clusters Score -1.041705e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25314 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 15424 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 166560 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4753 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 108118 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36382 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15814 members 
Mstep: Class 30 contains 116733 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170680.000000 Penalty: 126803.226562
Iteration 325Q: 39 clusters Score -1.041707e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 1849 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37631 members 
Mstep: Class 11 contains 166635 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 108081 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8143 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36376 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15813 members 
Mstep: Class 30 contains 116709 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170592.000000 Penalty: 126803.226562
Iteration 326Q: 39 clusters Score -1.041706e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 15433 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 166726 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40665 members 
Mstep: Class 17 contains 108027 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36376 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15817 members 
Mstep: Class 30 contains 116683 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170792.000000 Penalty: 126803.226562
Iteration 327Q: 39 clusters Score -1.041708e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25316 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15433 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37611 members 
Mstep: Class 11 contains 166820 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40667 members 
Mstep: Class 17 contains 107972 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36372 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15817 members 
Mstep: Class 30 contains 116676 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170832.000000 Penalty: 126803.226562
Iteration 328Q: 39 clusters Score -1.041708e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37595 members 
Mstep: Class 11 contains 166903 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4756 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2031 members 
Mstep: Class 16 contains 40665 members 
Mstep: Class 17 contains 107958 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8115 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36368 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15815 members 
Mstep: Class 30 contains 116631 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170848.000000 Penalty: 126803.226562
Iteration 329Q: 39 clusters Score -1.041708e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37577 members 
Mstep: Class 11 contains 166968 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 40663 members 
Mstep: Class 17 contains 107959 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8108 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36363 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1847 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15817 members 
Mstep: Class 30 contains 116585 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170840.000000 Penalty: 126803.226562
Iteration 330Q: 39 clusters Score -1.041708e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25317 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37551 members 
Mstep: Class 11 contains 167042 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4761 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 40662 members 
Mstep: Class 17 contains 107972 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36352 members 
Mstep: Class 24 contains 19517 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 116546 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170864.000000 Penalty: 126803.226562
Iteration 331Q: 39 clusters Score -1.041709e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25325 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15441 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37525 members 
Mstep: Class 11 contains 167142 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 40659 members 
Mstep: Class 17 contains 107942 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8103 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36348 members 
Mstep: Class 24 contains 19517 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15810 members 
Mstep: Class 30 contains 116506 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104170936.000000 Penalty: 126803.226562
Iteration 332Q: 39 clusters Score -1.041709e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37499 members 
Mstep: Class 11 contains 167200 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40658 members 
Mstep: Class 17 contains 107956 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8102 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36344 members 
Mstep: Class 24 contains 19515 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15803 members 
Mstep: Class 30 contains 116474 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171072.000000 Penalty: 126803.226562
Iteration 333Q: 39 clusters Score -1.041711e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25329 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37469 members 
Mstep: Class 11 contains 167256 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40656 members 
Mstep: Class 17 contains 107984 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8102 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36341 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15798 members 
Mstep: Class 30 contains 116425 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171192.000000 Penalty: 126803.226562
Iteration 334Q: 39 clusters Score -1.041712e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25331 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15442 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37446 members 
Mstep: Class 11 contains 167289 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40655 members 
Mstep: Class 17 contains 107993 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8100 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36336 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15802 members 
Mstep: Class 30 contains 116414 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171272.000000 Penalty: 126803.226562
Iteration 335Q: 39 clusters Score -1.041713e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25334 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37413 members 
Mstep: Class 11 contains 167329 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40653 members 
Mstep: Class 17 contains 107986 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8100 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36333 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15800 members 
Mstep: Class 30 contains 116418 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171216.000000 Penalty: 126803.226562
Iteration 336Q: 39 clusters Score -1.041712e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25336 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15452 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 167378 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40648 members 
Mstep: Class 17 contains 107971 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8099 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36328 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15806 members 
Mstep: Class 30 contains 116415 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171400.000000 Penalty: 126803.226562
Iteration 337Q: 39 clusters Score -1.041714e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25332 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15455 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37356 members 
Mstep: Class 11 contains 167422 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40644 members 
Mstep: Class 17 contains 107967 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36327 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15812 members 
Mstep: Class 30 contains 116397 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171408.000000 Penalty: 126803.226562
Iteration 338Q: 39 clusters Score -1.041714e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25335 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37324 members 
Mstep: Class 11 contains 167469 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40642 members 
Mstep: Class 17 contains 107962 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8097 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36326 members 
Mstep: Class 24 contains 19505 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15812 members 
Mstep: Class 30 contains 116402 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171344.000000 Penalty: 126803.226562
Iteration 339Q: 39 clusters Score -1.041713e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37291 members 
Mstep: Class 11 contains 167518 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 40639 members 
Mstep: Class 17 contains 107952 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36325 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15811 members 
Mstep: Class 30 contains 116404 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171280.000000 Penalty: 126803.226562
Iteration 340F: 39 clusters Score -1.041713e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25338 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37262 members 
Mstep: Class 11 contains 167563 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 107927 members 
Mstep: Class 18 contains 3184 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36322 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15805 members 
Mstep: Class 30 contains 116427 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171288.000000 Penalty: 126803.226562
Iteration 341Q: 39 clusters Score -1.041713e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25340 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37235 members 
Mstep: Class 11 contains 167604 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 107934 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36317 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15799 members 
Mstep: Class 30 contains 116408 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171400.000000 Penalty: 126803.226562
Iteration 342Q: 39 clusters Score -1.041714e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25341 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37210 members 
Mstep: Class 11 contains 167643 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40633 members 
Mstep: Class 17 contains 107924 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36321 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15799 members 
Mstep: Class 30 contains 116398 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171368.000000 Penalty: 126803.226562
Iteration 343Q: 39 clusters Score -1.041714e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25343 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37191 members 
Mstep: Class 11 contains 167677 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 107927 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36323 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15800 members 
Mstep: Class 30 contains 116378 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171328.000000 Penalty: 126803.226562
Iteration 344Q: 39 clusters Score -1.041713e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25344 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37169 members 
Mstep: Class 11 contains 167733 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 107916 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36322 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15796 members 
Mstep: Class 30 contains 116354 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171504.000000 Penalty: 126803.226562
Iteration 345Q: 39 clusters Score -1.041715e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25342 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37151 members 
Mstep: Class 11 contains 167761 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 107901 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36320 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8409 members 
Mstep: Class 29 contains 15794 members 
Mstep: Class 30 contains 116369 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171472.000000 Penalty: 126803.226562
Iteration 346Q: 39 clusters Score -1.041715e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25339 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37130 members 
Mstep: Class 11 contains 167792 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 107899 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8095 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36320 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15795 members 
Mstep: Class 30 contains 116366 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171568.000000 Penalty: 126803.226562
Iteration 347Q: 39 clusters Score -1.041716e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25335 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2836 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37121 members 
Mstep: Class 11 contains 167841 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 107889 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8094 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36317 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15793 members 
Mstep: Class 30 contains 116347 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171584.000000 Penalty: 126803.226562
Iteration 348Q: 39 clusters Score -1.041716e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25339 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 167892 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 107882 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8091 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36313 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15789 members 
Mstep: Class 30 contains 116328 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171616.000000 Penalty: 126803.226562
Iteration 349Q: 39 clusters Score -1.041716e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25339 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37091 members 
Mstep: Class 11 contains 167946 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 107870 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36313 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15784 members 
Mstep: Class 30 contains 116304 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171776.000000 Penalty: 126803.226562
Iteration 350Q: 39 clusters Score -1.041718e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25344 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37076 members 
Mstep: Class 11 contains 167993 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 107841 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36308 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15778 members 
Mstep: Class 30 contains 116309 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171880.000000 Penalty: 126803.226562
Iteration 351Q: 39 clusters Score -1.041719e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15447 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37063 members 
Mstep: Class 11 contains 168036 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40637 members 
Mstep: Class 17 contains 107789 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36307 members 
Mstep: Class 24 contains 19505 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15775 members 
Mstep: Class 30 contains 116331 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171872.000000 Penalty: 126803.226562
Iteration 352Q: 39 clusters Score -1.041719e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15448 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37045 members 
Mstep: Class 11 contains 168057 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40637 members 
Mstep: Class 17 contains 107761 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 116358 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172024.000000 Penalty: 126803.226562
Iteration 353Q: 39 clusters Score -1.04172e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25349 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15441 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37031 members 
Mstep: Class 11 contains 168076 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40639 members 
Mstep: Class 17 contains 107733 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 116394 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171952.000000 Penalty: 126803.226562
Iteration 354Q: 39 clusters Score -1.04172e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37013 members 
Mstep: Class 11 contains 168095 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40638 members 
Mstep: Class 17 contains 107708 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36305 members 
Mstep: Class 24 contains 19500 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 116422 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171872.000000 Penalty: 126803.226562
Iteration 355Q: 39 clusters Score -1.041719e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25348 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 37002 members 
Mstep: Class 11 contains 168093 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 107713 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36305 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 116432 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171912.000000 Penalty: 126803.226562
Iteration 356Q: 39 clusters Score -1.041719e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15434 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36991 members 
Mstep: Class 11 contains 168098 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40633 members 
Mstep: Class 17 contains 107710 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 116444 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171960.000000 Penalty: 126803.226562
Iteration 357Q: 39 clusters Score -1.04172e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15439 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36976 members 
Mstep: Class 11 contains 168104 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 107697 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19503 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 116461 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171944.000000 Penalty: 126803.226562
Iteration 358Q: 39 clusters Score -1.041719e+08 nChanged 308
Entering ConstructFrom: 
Score: -104171944.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Entering Unmasked Estep 
Score: -2325455.750000 Penalty: 2391.326904
	Iteration 0F: 2 clusters Score -2325456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2314391.500000 Penalty: 4782.653809
	Iteration 0F: 3 clusters Score -2314392 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2318498.750000 Penalty: 4782.653809
	Iteration 1F: 3 clusters Score -2318499 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2319357.000000 Penalty: 4782.653809
	Iteration 2F: 3 clusters Score -2319357 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2319996.750000 Penalty: 4782.653809
	Iteration 3F: 3 clusters Score -2319997 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2320464.750000 Penalty: 4782.653809
	Iteration 4F: 3 clusters Score -2320465 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2320835.250000 Penalty: 4782.653809
	Iteration 5Q: 3 clusters Score -2320835 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2321173.250000 Penalty: 4782.653809
	Iteration 6Q: 3 clusters Score -2321173 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2321487.250000 Penalty: 4782.653809
	Iteration 7Q: 3 clusters Score -2321487 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2321770.750000 Penalty: 4782.653809
	Iteration 8Q: 3 clusters Score -2321771 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2322025.500000 Penalty: 4782.653809
	Iteration 9Q: 3 clusters Score -2322026 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2322279.000000 Penalty: 4782.653809
	Iteration 10Q: 3 clusters Score -2322279 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2322556.000000 Penalty: 4782.653809
	Iteration 11Q: 3 clusters Score -2322556 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2322822.250000 Penalty: 4782.653809
	Iteration 12Q: 3 clusters Score -2322822 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2323056.750000 Penalty: 4782.653809
	Iteration 13Q: 3 clusters Score -2323057 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2323283.500000 Penalty: 4782.653809
	Iteration 14Q: 3 clusters Score -2323284 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2323530.500000 Penalty: 4782.653809
	Iteration 15Q: 3 clusters Score -2323530 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2323771.000000 Penalty: 4782.653809
	Iteration 16Q: 3 clusters Score -2323771 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2324029.750000 Penalty: 4782.653809
	Iteration 17Q: 3 clusters Score -2324030 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2324236.250000 Penalty: 4782.653809
	Iteration 18Q: 3 clusters Score -2324236 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2324385.750000 Penalty: 4782.653809
	Iteration 19Q: 3 clusters Score -2324386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2324497.000000 Penalty: 4782.653809
	Iteration 20F: 3 clusters Score -2324497 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2324581.500000 Penalty: 4782.653809
	Iteration 21Q: 3 clusters Score -2324582 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2324625.250000 Penalty: 4782.653809
	Iteration 22Q: 3 clusters Score -2324625 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2324666.750000 Penalty: 4782.653809
	Iteration 23Q: 3 clusters Score -2324667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2324684.750000 Penalty: 4782.653809
	Iteration 24Q: 3 clusters Score -2324685 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2324705.750000 Penalty: 4782.653809
	Iteration 25Q: 3 clusters Score -2324706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2324721.750000 Penalty: 4782.653809
	Iteration 26Q: 3 clusters Score -2324722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2324734.000000 Penalty: 4782.653809
	Iteration 27Q: 3 clusters Score -2324734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2324739.500000 Penalty: 4782.653809
	Iteration 28Q: 3 clusters Score -2324740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2324738.750000 Penalty: 4782.653809
	Iteration 29Q: 3 clusters Score -2324739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2324743.000000 Penalty: 4782.653809
	Iteration 30Q: 3 clusters Score -2324743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2324752.000000 Penalty: 4782.653809
	Iteration 31Q: 3 clusters Score -2324752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2324751.500000 Penalty: 4782.653809
	Iteration 32Q: 3 clusters Score -2324752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2324753.500000 Penalty: 4782.653809
	Iteration 33Q: 3 clusters Score -2324754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2324759.000000 Penalty: 4782.653809
	Iteration 34Q: 3 clusters Score -2324759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2324761.000000 Penalty: 4782.653809
	Iteration 35Q: 3 clusters Score -2324761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2324761.500000 Penalty: 4782.653809
	Iteration 36Q: 3 clusters Score -2324762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2324760.750000 Penalty: 4782.653809
	Iteration 37Q: 3 clusters Score -2324761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2324760.750000 Penalty: 4782.653809
	Iteration 38F: 3 clusters Score -2324761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -2323970.000000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -2323970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2312956.250000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -2312956 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2316440.750000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -2316441 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2316982.250000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -2316982 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2317590.750000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -2317591 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2318251.000000 Penalty: 4777.930664
	Iteration 4F: 3 clusters Score -2318251 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2318963.250000 Penalty: 4777.930664
	Iteration 5F: 3 clusters Score -2318963 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2319608.000000 Penalty: 4777.930664
	Iteration 6F: 3 clusters Score -2319608 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2320113.500000 Penalty: 4777.930664
	Iteration 7F: 3 clusters Score -2320114 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2320474.500000 Penalty: 4777.930664
	Iteration 8Q: 3 clusters Score -2320474 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2320729.000000 Penalty: 4777.930664
	Iteration 9Q: 3 clusters Score -2320729 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2320917.000000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -2320917 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2321096.000000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -2321096 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2321258.000000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -2321258 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2321377.500000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -2321378 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2321502.000000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -2321502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2321591.750000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -2321592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2321687.250000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -2321687 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2321789.000000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -2321789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2321861.000000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -2321861 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2321929.250000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -2321929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2321983.250000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -2321983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2322027.500000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -2322028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2322072.250000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -2322072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2322124.500000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -2322124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2322164.000000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -2322164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2322187.750000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -2322188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2322214.250000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -2322214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2322229.750000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -2322230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2322240.500000 Penalty: 4777.930664
	Iteration 28Q: 3 clusters Score -2322240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2322254.250000 Penalty: 4777.930664
	Iteration 29Q: 3 clusters Score -2322254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2322267.750000 Penalty: 4777.930664
	Iteration 30Q: 3 clusters Score -2322268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2322274.250000 Penalty: 4777.930664
	Iteration 31Q: 3 clusters Score -2322274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2322280.000000 Penalty: 4777.930664
	Iteration 32Q: 3 clusters Score -2322280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2322287.750000 Penalty: 4777.930664
	Iteration 33Q: 3 clusters Score -2322288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2322293.750000 Penalty: 4777.930664
	Iteration 34Q: 3 clusters Score -2322294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2322297.000000 Penalty: 4777.930664
	Iteration 35Q: 3 clusters Score -2322297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2322300.250000 Penalty: 4777.930664
	Iteration 36Q: 3 clusters Score -2322300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2322307.500000 Penalty: 4777.930664
	Iteration 37Q: 3 clusters Score -2322308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2322306.500000 Penalty: 4777.930664
	Iteration 38Q: 3 clusters Score -2322306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2322307.500000 Penalty: 4777.930664
	Iteration 39Q: 3 clusters Score -2322308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2322310.750000 Penalty: 4777.930664
	Iteration 40F: 3 clusters Score -2322311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2322311.750000 Penalty: 4777.930664
	Iteration 41Q: 3 clusters Score -2322312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2322320.000000 Penalty: 4777.930664
	Iteration 42Q: 3 clusters Score -2322320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2322326.250000 Penalty: 4777.930664
	Iteration 43Q: 3 clusters Score -2322326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2322330.000000 Penalty: 4777.930664
	Iteration 44Q: 3 clusters Score -2322330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2322334.500000 Penalty: 4777.930664
	Iteration 45Q: 3 clusters Score -2322334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2322342.250000 Penalty: 4777.930664
	Iteration 46Q: 3 clusters Score -2322342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2322345.500000 Penalty: 4777.930664
	Iteration 47Q: 3 clusters Score -2322346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2322346.750000 Penalty: 4777.930664
	Iteration 48Q: 3 clusters Score -2322347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2322350.500000 Penalty: 4777.930664
	Iteration 49Q: 3 clusters Score -2322350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2322352.500000 Penalty: 4777.930664
	Iteration 50Q: 3 clusters Score -2322352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2322353.500000 Penalty: 4777.930664
	Iteration 51Q: 3 clusters Score -2322354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2322360.250000 Penalty: 4777.930664
	Iteration 52Q: 3 clusters Score -2322360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2322360.000000 Penalty: 4777.930664
	Iteration 53Q: 3 clusters Score -2322360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2322360.000000 Penalty: 4777.930664
	Iteration 54Q: 3 clusters Score -2322360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2322360.000000 Penalty: 4777.930664
	Iteration 55F: 3 clusters Score -2322360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Entering Unmasked Estep 
Score: -3844578.250000 Penalty: 2514.852539
	Iteration 0F: 2 clusters Score -3844578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3826975.500000 Penalty: 5029.705078
	Iteration 0F: 3 clusters Score -3826976 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3833082.000000 Penalty: 5029.705078
	Iteration 1F: 3 clusters Score -3833082 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3833486.250000 Penalty: 5029.705078
	Iteration 2Q: 3 clusters Score -3833486 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3833825.000000 Penalty: 5029.705078
	Iteration 3Q: 3 clusters Score -3833825 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3834101.500000 Penalty: 5029.705078
	Iteration 4Q: 3 clusters Score -3834102 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3834316.000000 Penalty: 5029.705078
	Iteration 5Q: 3 clusters Score -3834316 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3834536.500000 Penalty: 5029.705078
	Iteration 6Q: 3 clusters Score -3834536 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3834781.500000 Penalty: 5029.705078
	Iteration 7Q: 3 clusters Score -3834782 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3835035.750000 Penalty: 5029.705078
	Iteration 8Q: 3 clusters Score -3835036 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3835360.500000 Penalty: 5029.705078
	Iteration 9Q: 3 clusters Score -3835360 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3835758.250000 Penalty: 5029.705078
	Iteration 10Q: 3 clusters Score -3835758 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3836309.500000 Penalty: 5029.705078
	Iteration 11Q: 3 clusters Score -3836310 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3837060.000000 Penalty: 5029.705078
	Iteration 12Q: 3 clusters Score -3837060 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3837894.750000 Penalty: 5029.705078
	Iteration 13Q: 3 clusters Score -3837895 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3838610.250000 Penalty: 5029.705078
	Iteration 14Q: 3 clusters Score -3838610 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3839186.750000 Penalty: 5029.705078
	Iteration 15Q: 3 clusters Score -3839187 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3839623.500000 Penalty: 5029.705078
	Iteration 16Q: 3 clusters Score -3839624 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3839903.000000 Penalty: 5029.705078
	Iteration 17Q: 3 clusters Score -3839903 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3840108.250000 Penalty: 5029.705078
	Iteration 18Q: 3 clusters Score -3840108 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3840279.750000 Penalty: 5029.705078
	Iteration 19Q: 3 clusters Score -3840280 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3840449.750000 Penalty: 5029.705078
	Iteration 20F: 3 clusters Score -3840450 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -3840570.750000 Penalty: 5029.705078
	Iteration 21Q: 3 clusters Score -3840571 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3840675.500000 Penalty: 5029.705078
	Iteration 22Q: 3 clusters Score -3840676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3840787.000000 Penalty: 5029.705078
	Iteration 23Q: 3 clusters Score -3840787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3840879.750000 Penalty: 5029.705078
	Iteration 24Q: 3 clusters Score -3840880 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3840978.250000 Penalty: 5029.705078
	Iteration 25Q: 3 clusters Score -3840978 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3841062.750000 Penalty: 5029.705078
	Iteration 26Q: 3 clusters Score -3841063 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3841151.250000 Penalty: 5029.705078
	Iteration 27Q: 3 clusters Score -3841151 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3841236.000000 Penalty: 5029.705078
	Iteration 28Q: 3 clusters Score -3841236 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3841290.000000 Penalty: 5029.705078
	Iteration 29Q: 3 clusters Score -3841290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3841354.250000 Penalty: 5029.705078
	Iteration 30Q: 3 clusters Score -3841354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3841433.750000 Penalty: 5029.705078
	Iteration 31Q: 3 clusters Score -3841434 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3841501.750000 Penalty: 5029.705078
	Iteration 32Q: 3 clusters Score -3841502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3841568.000000 Penalty: 5029.705078
	Iteration 33Q: 3 clusters Score -3841568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3841624.000000 Penalty: 5029.705078
	Iteration 34Q: 3 clusters Score -3841624 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3841705.750000 Penalty: 5029.705078
	Iteration 35Q: 3 clusters Score -3841706 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3841766.000000 Penalty: 5029.705078
	Iteration 36Q: 3 clusters Score -3841766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3841821.000000 Penalty: 5029.705078
	Iteration 37Q: 3 clusters Score -3841821 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3841871.250000 Penalty: 5029.705078
	Iteration 38Q: 3 clusters Score -3841871 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3841941.250000 Penalty: 5029.705078
	Iteration 39Q: 3 clusters Score -3841941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3842002.250000 Penalty: 5029.705078
	Iteration 40F: 3 clusters Score -3842002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3842046.000000 Penalty: 5029.705078
	Iteration 41Q: 3 clusters Score -3842046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3842078.000000 Penalty: 5029.705078
	Iteration 42Q: 3 clusters Score -3842078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3842119.250000 Penalty: 5029.705078
	Iteration 43Q: 3 clusters Score -3842119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3842157.500000 Penalty: 5029.705078
	Iteration 44Q: 3 clusters Score -3842158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3842179.250000 Penalty: 5029.705078
	Iteration 45Q: 3 clusters Score -3842179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3842208.000000 Penalty: 5029.705078
	Iteration 46Q: 3 clusters Score -3842208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3842222.500000 Penalty: 5029.705078
	Iteration 47Q: 3 clusters Score -3842222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3842240.750000 Penalty: 5029.705078
	Iteration 48Q: 3 clusters Score -3842241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3842259.250000 Penalty: 5029.705078
	Iteration 49Q: 3 clusters Score -3842259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3842272.750000 Penalty: 5029.705078
	Iteration 50Q: 3 clusters Score -3842273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3842293.500000 Penalty: 5029.705078
	Iteration 51Q: 3 clusters Score -3842294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3842301.500000 Penalty: 5029.705078
	Iteration 52Q: 3 clusters Score -3842302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3842317.500000 Penalty: 5029.705078
	Iteration 53Q: 3 clusters Score -3842318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3842328.500000 Penalty: 5029.705078
	Iteration 54Q: 3 clusters Score -3842328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3842341.500000 Penalty: 5029.705078
	Iteration 55Q: 3 clusters Score -3842342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3842367.250000 Penalty: 5029.705078
	Iteration 56Q: 3 clusters Score -3842367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3842373.000000 Penalty: 5029.705078
	Iteration 57Q: 3 clusters Score -3842373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3842375.750000 Penalty: 5029.705078
	Iteration 58Q: 3 clusters Score -3842376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3842381.500000 Penalty: 5029.705078
	Iteration 59Q: 3 clusters Score -3842382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3842386.000000 Penalty: 5029.705078
	Iteration 60F: 3 clusters Score -3842386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3842389.750000 Penalty: 5029.705078
	Iteration 61Q: 3 clusters Score -3842390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3842392.000000 Penalty: 5029.705078
	Iteration 62Q: 3 clusters Score -3842392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3842397.250000 Penalty: 5029.705078
	Iteration 63Q: 3 clusters Score -3842397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3842403.000000 Penalty: 5029.705078
	Iteration 64Q: 3 clusters Score -3842403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3842398.500000 Penalty: 5029.705078
	Iteration 65Q: 3 clusters Score -3842398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3842403.750000 Penalty: 5029.705078
	Iteration 66Q: 3 clusters Score -3842404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3842405.000000 Penalty: 5029.705078
	Iteration 67Q: 3 clusters Score -3842405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3842412.250000 Penalty: 5029.705078
	Iteration 68Q: 3 clusters Score -3842412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3842421.500000 Penalty: 5029.705078
	Iteration 69Q: 3 clusters Score -3842422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3842425.750000 Penalty: 5029.705078
	Iteration 70Q: 3 clusters Score -3842426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3842428.750000 Penalty: 5029.705078
	Iteration 71Q: 3 clusters Score -3842429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3842443.500000 Penalty: 5029.705078
	Iteration 72Q: 3 clusters Score -3842444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3842454.500000 Penalty: 5029.705078
	Iteration 73Q: 3 clusters Score -3842454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3842457.250000 Penalty: 5029.705078
	Iteration 74Q: 3 clusters Score -3842457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3842459.250000 Penalty: 5029.705078
	Iteration 75Q: 3 clusters Score -3842459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3842464.500000 Penalty: 5029.705078
	Iteration 76Q: 3 clusters Score -3842464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3842480.750000 Penalty: 5029.705078
	Iteration 77Q: 3 clusters Score -3842481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3842487.250000 Penalty: 5029.705078
	Iteration 78Q: 3 clusters Score -3842487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3842487.000000 Penalty: 5029.705078
	Iteration 79Q: 3 clusters Score -3842487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3842487.500000 Penalty: 5029.705078
	Iteration 80F: 3 clusters Score -3842488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3842493.750000 Penalty: 5029.705078
	Iteration 81Q: 3 clusters Score -3842494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3842493.750000 Penalty: 5029.705078
	Iteration 82F: 3 clusters Score -3842494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -272408.312500 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -272408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -269914.875000 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -269914.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -270345.281250 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -270345.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -270478.687500 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -270478.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -270540.781250 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -270540.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -270585.968750 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -270586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -270607.250000 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -270607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -270626.250000 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -270626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -270643.250000 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -270643.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -270662.093750 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -270662.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -270679.718750 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -270679.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270717.843750 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -270717.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270780.843750 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -270780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270860.625000 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -270860.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270976.875000 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -270976.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -271060.000000 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -271060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -271149.937500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -271149.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271213.906250 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -271213.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271269.531250 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -271269.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271310.187500 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -271310.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271348.343750 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -271348.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271382.937500 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -271382.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271408.375000 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -271408.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271423.687500 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -271423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271428.968750 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -271429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -271433.718750 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -271433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271437.718750 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -271437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271439.375000 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -271439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271441.406250 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -271441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271442.968750 Penalty: 3730.304932
	Iteration 28Q: 3 clusters Score -271443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271444.343750 Penalty: 3730.304932
	Iteration 29Q: 3 clusters Score -271444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271445.375000 Penalty: 3730.304932
	Iteration 30Q: 3 clusters Score -271445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271448.843750 Penalty: 3730.304932
	Iteration 31Q: 3 clusters Score -271448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271452.437500 Penalty: 3730.304932
	Iteration 32Q: 3 clusters Score -271452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271457.031250 Penalty: 3730.304932
	Iteration 33Q: 3 clusters Score -271457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271457.781250 Penalty: 3730.304932
	Iteration 34Q: 3 clusters Score -271457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271458.812500 Penalty: 3730.304932
	Iteration 35Q: 3 clusters Score -271458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271462.937500 Penalty: 3730.304932
	Iteration 36Q: 3 clusters Score -271462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271463.937500 Penalty: 3730.304932
	Iteration 37Q: 3 clusters Score -271463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -271464.312500 Penalty: 3730.304932
	Iteration 38Q: 3 clusters Score -271464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271465.281250 Penalty: 3730.304932
	Iteration 39Q: 3 clusters Score -271465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271467.125000 Penalty: 3730.304932
	Iteration 40F: 3 clusters Score -271467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32126.435547 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32126.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32265.505859 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32265.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32392.839844 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32392.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32457.734375 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32457.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32487.861328 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32487.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32503.228516 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32503.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32504.820312 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -32504.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32504.820312 Penalty: 2810.547607
	Iteration 7F: 3 clusters Score -32504.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Entering Unmasked Estep 
Score: -1626373.500000 Penalty: 2302.007568
	Iteration 0F: 2 clusters Score -1626374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1618136.500000 Penalty: 4604.015137
	Iteration 0F: 3 clusters Score -1618136 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1620548.000000 Penalty: 4604.015137
	Iteration 1F: 3 clusters Score -1620548 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1620868.250000 Penalty: 4604.015137
	Iteration 2F: 3 clusters Score -1620868 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1621117.375000 Penalty: 4604.015137
	Iteration 3F: 3 clusters Score -1621117 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1621311.500000 Penalty: 4604.015137
	Iteration 4Q: 3 clusters Score -1621312 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1621459.125000 Penalty: 4604.015137
	Iteration 5Q: 3 clusters Score -1621459 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1621583.000000 Penalty: 4604.015137
	Iteration 6Q: 3 clusters Score -1621583 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1621700.875000 Penalty: 4604.015137
	Iteration 7Q: 3 clusters Score -1621701 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1621802.625000 Penalty: 4604.015137
	Iteration 8Q: 3 clusters Score -1621803 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1621929.750000 Penalty: 4604.015137
	Iteration 9Q: 3 clusters Score -1621930 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1622048.750000 Penalty: 4604.015137
	Iteration 10Q: 3 clusters Score -1622049 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1622181.500000 Penalty: 4604.015137
	Iteration 11Q: 3 clusters Score -1622182 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1622327.375000 Penalty: 4604.015137
	Iteration 12Q: 3 clusters Score -1622327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1622498.500000 Penalty: 4604.015137
	Iteration 13Q: 3 clusters Score -1622498 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1622660.875000 Penalty: 4604.015137
	Iteration 14Q: 3 clusters Score -1622661 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1622833.875000 Penalty: 4604.015137
	Iteration 15Q: 3 clusters Score -1622834 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1623031.250000 Penalty: 4604.015137
	Iteration 16Q: 3 clusters Score -1623031 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1623274.375000 Penalty: 4604.015137
	Iteration 17Q: 3 clusters Score -1623274 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1623482.750000 Penalty: 4604.015137
	Iteration 18Q: 3 clusters Score -1623483 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1623661.500000 Penalty: 4604.015137
	Iteration 19Q: 3 clusters Score -1623662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1623814.500000 Penalty: 4604.015137
	Iteration 20F: 3 clusters Score -1623814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1623962.500000 Penalty: 4604.015137
	Iteration 21Q: 3 clusters Score -1623962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1624062.625000 Penalty: 4604.015137
	Iteration 22Q: 3 clusters Score -1624063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1624144.750000 Penalty: 4604.015137
	Iteration 23Q: 3 clusters Score -1624145 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1624218.750000 Penalty: 4604.015137
	Iteration 24Q: 3 clusters Score -1624219 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1624266.625000 Penalty: 4604.015137
	Iteration 25Q: 3 clusters Score -1624267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1624294.500000 Penalty: 4604.015137
	Iteration 26Q: 3 clusters Score -1624294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1624317.625000 Penalty: 4604.015137
	Iteration 27Q: 3 clusters Score -1624318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1624332.250000 Penalty: 4604.015137
	Iteration 28Q: 3 clusters Score -1624332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1624348.125000 Penalty: 4604.015137
	Iteration 29Q: 3 clusters Score -1624348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1624358.875000 Penalty: 4604.015137
	Iteration 30Q: 3 clusters Score -1624359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1624365.000000 Penalty: 4604.015137
	Iteration 31Q: 3 clusters Score -1624365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1624376.875000 Penalty: 4604.015137
	Iteration 32Q: 3 clusters Score -1624377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1624383.875000 Penalty: 4604.015137
	Iteration 33Q: 3 clusters Score -1624384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1624389.125000 Penalty: 4604.015137
	Iteration 34Q: 3 clusters Score -1624389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1624391.250000 Penalty: 4604.015137
	Iteration 35Q: 3 clusters Score -1624391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1624393.875000 Penalty: 4604.015137
	Iteration 36Q: 3 clusters Score -1624394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1624403.125000 Penalty: 4604.015137
	Iteration 37Q: 3 clusters Score -1624403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1624404.125000 Penalty: 4604.015137
	Iteration 38Q: 3 clusters Score -1624404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1624408.250000 Penalty: 4604.015137
	Iteration 39Q: 3 clusters Score -1624408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1624410.250000 Penalty: 4604.015137
	Iteration 40F: 3 clusters Score -1624410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Entering Unmasked Estep 
Score: -2387649.000000 Penalty: 2391.889893
	Iteration 0F: 2 clusters Score -2387649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2376509.750000 Penalty: 4783.779785
	Iteration 0F: 3 clusters Score -2376510 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2380043.500000 Penalty: 4783.779785
	Iteration 1F: 3 clusters Score -2380044 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2380360.750000 Penalty: 4783.779785
	Iteration 2F: 3 clusters Score -2380361 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2380590.000000 Penalty: 4783.779785
	Iteration 3Q: 3 clusters Score -2380590 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2380800.500000 Penalty: 4783.779785
	Iteration 4Q: 3 clusters Score -2380800 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2381007.750000 Penalty: 4783.779785
	Iteration 5Q: 3 clusters Score -2381008 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2381205.750000 Penalty: 4783.779785
	Iteration 6Q: 3 clusters Score -2381206 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2381446.250000 Penalty: 4783.779785
	Iteration 7Q: 3 clusters Score -2381446 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2381717.500000 Penalty: 4783.779785
	Iteration 8Q: 3 clusters Score -2381718 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2382058.750000 Penalty: 4783.779785
	Iteration 9Q: 3 clusters Score -2382059 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2382516.250000 Penalty: 4783.779785
	Iteration 10Q: 3 clusters Score -2382516 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2383043.250000 Penalty: 4783.779785
	Iteration 11Q: 3 clusters Score -2383043 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2383573.000000 Penalty: 4783.779785
	Iteration 12Q: 3 clusters Score -2383573 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2384095.500000 Penalty: 4783.779785
	Iteration 13Q: 3 clusters Score -2384096 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2384514.000000 Penalty: 4783.779785
	Iteration 14Q: 3 clusters Score -2384514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2384849.250000 Penalty: 4783.779785
	Iteration 15Q: 3 clusters Score -2384849 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2385076.000000 Penalty: 4783.779785
	Iteration 16Q: 3 clusters Score -2385076 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2385240.750000 Penalty: 4783.779785
	Iteration 17Q: 3 clusters Score -2385241 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2385337.750000 Penalty: 4783.779785
	Iteration 18Q: 3 clusters Score -2385338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2385400.000000 Penalty: 4783.779785
	Iteration 19Q: 3 clusters Score -2385400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2385437.750000 Penalty: 4783.779785
	Iteration 20F: 3 clusters Score -2385438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2385474.250000 Penalty: 4783.779785
	Iteration 21Q: 3 clusters Score -2385474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2385497.250000 Penalty: 4783.779785
	Iteration 22Q: 3 clusters Score -2385497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2385516.500000 Penalty: 4783.779785
	Iteration 23Q: 3 clusters Score -2385516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2385529.000000 Penalty: 4783.779785
	Iteration 24Q: 3 clusters Score -2385529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2385537.250000 Penalty: 4783.779785
	Iteration 25Q: 3 clusters Score -2385537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2385542.500000 Penalty: 4783.779785
	Iteration 26Q: 3 clusters Score -2385542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2385547.000000 Penalty: 4783.779785
	Iteration 27Q: 3 clusters Score -2385547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2385549.000000 Penalty: 4783.779785
	Iteration 28Q: 3 clusters Score -2385549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2385549.000000 Penalty: 4783.779785
	Iteration 29F: 3 clusters Score -2385549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -409700.250000 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -409700.2 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 1421 members 
Entering Unmasked Estep 
Score: -406577.343750 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -406577.3 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -407321.781250 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -407321.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -407568.937500 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -407568.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -407765.250000 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -407765.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -407943.156250 Penalty: 3942.223877
	Iteration 4F: 3 clusters Score -407943.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -408114.875000 Penalty: 3942.223877
	Iteration 5F: 3 clusters Score -408114.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -408232.593750 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -408232.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -408308.093750 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -408308.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -408368.156250 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -408368.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -408413.156250 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -408413.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -408446.218750 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -408446.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -408469.937500 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -408469.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -408488.812500 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -408488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -408509.406250 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -408509.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -408528.437500 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -408528.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -408544.281250 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -408544.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -408561.812500 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -408561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -408575.843750 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -408575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -408590.437500 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -408590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -408600.468750 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -408600.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -408611.000000 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -408611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -408635.343750 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -408635.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -408656.500000 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -408656.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -408682.281250 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -408682.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -408706.750000 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -408706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -408736.250000 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -408736.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -408800.687500 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -408800.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -408882.562500 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -408882.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -408989.812500 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -408989.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -409114.281250 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -409114.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -409218.281250 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -409218.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -409283.312500 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -409283.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -409333.937500 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -409333.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -409370.656250 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -409370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -409397.375000 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -409397.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -409418.687500 Penalty: 3942.223877
	Iteration 35Q: 3 clusters Score -409418.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -409425.781250 Penalty: 3942.223877
	Iteration 36Q: 3 clusters Score -409425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -409431.718750 Penalty: 3942.223877
	Iteration 37Q: 3 clusters Score -409431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -409433.906250 Penalty: 3942.223877
	Iteration 38Q: 3 clusters Score -409433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -409437.781250 Penalty: 3942.223877
	Iteration 39Q: 3 clusters Score -409437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -409439.812500 Penalty: 3942.223877
	Iteration 40F: 3 clusters Score -409439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -409442.968750 Penalty: 3942.223877
	Iteration 41Q: 3 clusters Score -409443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -409442.968750 Penalty: 3942.223877
	Iteration 42F: 3 clusters Score -409443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -731339.937500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731339.9 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -732466.812500 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732466.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732778.750000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -732778.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -732996.062500 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -732996.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -733194.750000 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -733194.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -733421.187500 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -733421.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -733696.312500 Penalty: 4227.001465
	Iteration 6F: 3 clusters Score -733696.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -734089.437500 Penalty: 4227.001465
	Iteration 7F: 3 clusters Score -734089.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -734500.937500 Penalty: 4227.001465
	Iteration 8F: 3 clusters Score -734500.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -734813.375000 Penalty: 4227.001465
	Iteration 9F: 3 clusters Score -734813.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -734990.687500 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -734990.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -735092.562500 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -735092.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -735164.875000 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -735164.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -735223.437500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -735223.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -735269.562500 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -735269.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -735287.000000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -735287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -735300.562500 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -735300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -735308.875000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -735308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -735312.000000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -735315.000000 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735317.437500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -735318.375000 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735321.187500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -735320.750000 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735321.875000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -735321.437500 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -735322.625000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -735322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -735322.625000 Penalty: 4227.001465
	Iteration 27F: 3 clusters Score -735322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Entering Unmasked Estep 
Score: -5566403.000000 Penalty: 2608.376221
	Iteration 0F: 2 clusters Score -5566403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5541211.000000 Penalty: 5216.752441
	Iteration 0F: 3 clusters Score -5541211 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5550680.000000 Penalty: 5216.752441
	Iteration 1F: 3 clusters Score -5550680 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5551537.000000 Penalty: 5216.752441
	Iteration 2Q: 3 clusters Score -5551537 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5552710.500000 Penalty: 5216.752441
	Iteration 3F: 3 clusters Score -5552710 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5554026.500000 Penalty: 5216.752441
	Iteration 4F: 3 clusters Score -5554026 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5555488.500000 Penalty: 5216.752441
	Iteration 5F: 3 clusters Score -5555488 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -5557232.000000 Penalty: 5216.752441
	Iteration 6F: 3 clusters Score -5557232 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5558972.500000 Penalty: 5216.752441
	Iteration 7F: 3 clusters Score -5558972 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5560633.000000 Penalty: 5216.752441
	Iteration 8F: 3 clusters Score -5560633 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5561955.500000 Penalty: 5216.752441
	Iteration 9Q: 3 clusters Score -5561956 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5562779.500000 Penalty: 5216.752441
	Iteration 10Q: 3 clusters Score -5562780 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5563287.500000 Penalty: 5216.752441
	Iteration 11Q: 3 clusters Score -5563288 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5563568.000000 Penalty: 5216.752441
	Iteration 12Q: 3 clusters Score -5563568 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5563765.500000 Penalty: 5216.752441
	Iteration 13Q: 3 clusters Score -5563766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5563899.000000 Penalty: 5216.752441
	Iteration 14Q: 3 clusters Score -5563899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5563995.000000 Penalty: 5216.752441
	Iteration 15Q: 3 clusters Score -5563995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5564037.000000 Penalty: 5216.752441
	Iteration 16Q: 3 clusters Score -5564037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5564081.500000 Penalty: 5216.752441
	Iteration 17Q: 3 clusters Score -5564082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5564114.000000 Penalty: 5216.752441
	Iteration 18Q: 3 clusters Score -5564114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5564144.500000 Penalty: 5216.752441
	Iteration 19Q: 3 clusters Score -5564144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5564177.000000 Penalty: 5216.752441
	Iteration 20F: 3 clusters Score -5564177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5564194.000000 Penalty: 5216.752441
	Iteration 21Q: 3 clusters Score -5564194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5564192.500000 Penalty: 5216.752441
	Iteration 22Q: 3 clusters Score -5564192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5564193.000000 Penalty: 5216.752441
	Iteration 23Q: 3 clusters Score -5564193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5564195.000000 Penalty: 5216.752441
	Iteration 24Q: 3 clusters Score -5564195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5564199.500000 Penalty: 5216.752441
	Iteration 25Q: 3 clusters Score -5564200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5564205.000000 Penalty: 5216.752441
	Iteration 26Q: 3 clusters Score -5564205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5564208.500000 Penalty: 5216.752441
	Iteration 27Q: 3 clusters Score -5564208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5564209.000000 Penalty: 5216.752441
	Iteration 28Q: 3 clusters Score -5564209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5564207.500000 Penalty: 5216.752441
	Iteration 29Q: 3 clusters Score -5564208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5564207.000000 Penalty: 5216.752441
	Iteration 30Q: 3 clusters Score -5564207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5564208.500000 Penalty: 5216.752441
	Iteration 31Q: 3 clusters Score -5564208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5564208.500000 Penalty: 5216.752441
	Iteration 32F: 3 clusters Score -5564208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (168120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Entering Unmasked Estep 
Score: -25839700.000000 Penalty: 2984.043457
	Iteration 0F: 2 clusters Score -2.58397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -25736692.000000 Penalty: 5968.086914
	Iteration 0F: 3 clusters Score -2.573669e+07 nChanged 80648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -25782868.000000 Penalty: 5968.086914
	Iteration 1F: 3 clusters Score -2.578287e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -25783804.000000 Penalty: 5968.086914
	Iteration 2Q: 3 clusters Score -2.57838e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -25784990.000000 Penalty: 5968.086914
	Iteration 3Q: 3 clusters Score -2.578499e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -25786318.000000 Penalty: 5968.086914
	Iteration 4Q: 3 clusters Score -2.578632e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -25787978.000000 Penalty: 5968.086914
	Iteration 5Q: 3 clusters Score -2.578798e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -25790846.000000 Penalty: 5968.086914
	Iteration 6Q: 3 clusters Score -2.579085e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -25795172.000000 Penalty: 5968.086914
	Iteration 7Q: 3 clusters Score -2.579517e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -25801900.000000 Penalty: 5968.086914
	Iteration 8F: 3 clusters Score -2.58019e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -25809956.000000 Penalty: 5968.086914
	Iteration 9F: 3 clusters Score -2.580996e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -25816594.000000 Penalty: 5968.086914
	Iteration 10F: 3 clusters Score -2.581659e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -25819318.000000 Penalty: 5968.086914
	Iteration 11Q: 3 clusters Score -2.581932e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -25820692.000000 Penalty: 5968.086914
	Iteration 12Q: 3 clusters Score -2.582069e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -25821800.000000 Penalty: 5968.086914
	Iteration 13Q: 3 clusters Score -2.58218e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 123972 members 
Entering Unmasked Estep 
Score: -25822912.000000 Penalty: 5968.086914
	Iteration 14Q: 3 clusters Score -2.582291e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 128154 members 
Entering Unmasked Estep 
Score: -25823956.000000 Penalty: 5968.086914
	Iteration 15Q: 3 clusters Score -2.582396e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -25825262.000000 Penalty: 5968.086914
	Iteration 16Q: 3 clusters Score -2.582526e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -25826628.000000 Penalty: 5968.086914
	Iteration 17Q: 3 clusters Score -2.582663e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 140797 members 
Entering Unmasked Estep 
Score: -25827570.000000 Penalty: 5968.086914
	Iteration 18Q: 3 clusters Score -2.582757e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 144804 members 
Entering Unmasked Estep 
Score: -25828586.000000 Penalty: 5968.086914
	Iteration 19Q: 3 clusters Score -2.582859e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 148395 members 
Entering Unmasked Estep 
Score: -25829762.000000 Penalty: 5968.086914
	Iteration 20F: 3 clusters Score -2.582976e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 151549 members 
Entering Unmasked Estep 
Score: -25830892.000000 Penalty: 5968.086914
	Iteration 21Q: 3 clusters Score -2.583089e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 154267 members 
Entering Unmasked Estep 
Score: -25831734.000000 Penalty: 5968.086914
	Iteration 22Q: 3 clusters Score -2.583173e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -25832938.000000 Penalty: 5968.086914
	Iteration 23Q: 3 clusters Score -2.583294e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -25833624.000000 Penalty: 5968.086914
	Iteration 24Q: 3 clusters Score -2.583362e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 160014 members 
Entering Unmasked Estep 
Score: -25834284.000000 Penalty: 5968.086914
	Iteration 25Q: 3 clusters Score -2.583428e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 161156 members 
Entering Unmasked Estep 
Score: -25834760.000000 Penalty: 5968.086914
	Iteration 26Q: 3 clusters Score -2.583476e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 162015 members 
Entering Unmasked Estep 
Score: -25835280.000000 Penalty: 5968.086914
	Iteration 27Q: 3 clusters Score -2.583528e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -25835586.000000 Penalty: 5968.086914
	Iteration 28Q: 3 clusters Score -2.583559e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -25835834.000000 Penalty: 5968.086914
	Iteration 29Q: 3 clusters Score -2.583583e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 163713 members 
Entering Unmasked Estep 
Score: -25836032.000000 Penalty: 5968.086914
	Iteration 30Q: 3 clusters Score -2.583603e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 164062 members 
Entering Unmasked Estep 
Score: -25836252.000000 Penalty: 5968.086914
	Iteration 31Q: 3 clusters Score -2.583625e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 164338 members 
Entering Unmasked Estep 
Score: -25836416.000000 Penalty: 5968.086914
	Iteration 32Q: 3 clusters Score -2.583642e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -25836514.000000 Penalty: 5968.086914
	Iteration 33Q: 3 clusters Score -2.583651e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 164710 members 
Entering Unmasked Estep 
Score: -25836594.000000 Penalty: 5968.086914
	Iteration 34Q: 3 clusters Score -2.583659e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -25836656.000000 Penalty: 5968.086914
	Iteration 35Q: 3 clusters Score -2.583666e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -25836758.000000 Penalty: 5968.086914
	Iteration 36Q: 3 clusters Score -2.583676e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -25836892.000000 Penalty: 5968.086914
	Iteration 37Q: 3 clusters Score -2.583689e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -25836954.000000 Penalty: 5968.086914
	Iteration 38Q: 3 clusters Score -2.583695e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -25836964.000000 Penalty: 5968.086914
	Iteration 39Q: 3 clusters Score -2.583696e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -25837052.000000 Penalty: 5968.086914
	Iteration 40F: 3 clusters Score -2.583705e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -25837108.000000 Penalty: 5968.086914
	Iteration 41Q: 3 clusters Score -2.583711e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -25837094.000000 Penalty: 5968.086914
	Iteration 42Q: 3 clusters Score -2.583709e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 165380 members 
Entering Unmasked Estep 
Score: -25837060.000000 Penalty: 5968.086914
	Iteration 43Q: 3 clusters Score -2.583706e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 165404 members 
Entering Unmasked Estep 
Score: -25837086.000000 Penalty: 5968.086914
	Iteration 44Q: 3 clusters Score -2.583709e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 165434 members 
Entering Unmasked Estep 
Score: -25837072.000000 Penalty: 5968.086914
	Iteration 45Q: 3 clusters Score -2.583707e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -25837064.000000 Penalty: 5968.086914
	Iteration 46Q: 3 clusters Score -2.583706e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 165449 members 
Entering Unmasked Estep 
Score: -25837114.000000 Penalty: 5968.086914
	Iteration 47Q: 3 clusters Score -2.583711e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -25837150.000000 Penalty: 5968.086914
	Iteration 48Q: 3 clusters Score -2.583715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -25837174.000000 Penalty: 5968.086914
	Iteration 49Q: 3 clusters Score -2.583717e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 165475 members 
Entering Unmasked Estep 
Score: -25837158.000000 Penalty: 5968.086914
	Iteration 50Q: 3 clusters Score -2.583716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 165483 members 
Entering Unmasked Estep 
Score: -25837184.000000 Penalty: 5968.086914
	Iteration 51Q: 3 clusters Score -2.583718e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -25837218.000000 Penalty: 5968.086914
	Iteration 52Q: 3 clusters Score -2.583722e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 165523 members 
Entering Unmasked Estep 
Score: -25837232.000000 Penalty: 5968.086914
	Iteration 53Q: 3 clusters Score -2.583723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -25837240.000000 Penalty: 5968.086914
	Iteration 54Q: 3 clusters Score -2.583724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -25837260.000000 Penalty: 5968.086914
	Iteration 55Q: 3 clusters Score -2.583726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -25837248.000000 Penalty: 5968.086914
	Iteration 56Q: 3 clusters Score -2.583725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -25837274.000000 Penalty: 5968.086914
	Iteration 57Q: 3 clusters Score -2.583727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -25837252.000000 Penalty: 5968.086914
	Iteration 58Q: 3 clusters Score -2.583725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -25837242.000000 Penalty: 5968.086914
	Iteration 59Q: 3 clusters Score -2.583724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 165606 members 
Entering Unmasked Estep 
Score: -25837260.000000 Penalty: 5968.086914
	Iteration 60F: 3 clusters Score -2.583726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 165619 members 
Entering Unmasked Estep 
Score: -25837284.000000 Penalty: 5968.086914
	Iteration 61Q: 3 clusters Score -2.583728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165630 members 
Entering Unmasked Estep 
Score: -25837310.000000 Penalty: 5968.086914
	Iteration 62Q: 3 clusters Score -2.583731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -25837326.000000 Penalty: 5968.086914
	Iteration 63Q: 3 clusters Score -2.583733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -25837318.000000 Penalty: 5968.086914
	Iteration 64Q: 3 clusters Score -2.583732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -25837310.000000 Penalty: 5968.086914
	Iteration 65Q: 3 clusters Score -2.583731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -25837284.000000 Penalty: 5968.086914
	Iteration 66Q: 3 clusters Score -2.583728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 165662 members 
Entering Unmasked Estep 
Score: -25837294.000000 Penalty: 5968.086914
	Iteration 67Q: 3 clusters Score -2.583729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 165665 members 
Entering Unmasked Estep 
Score: -25837302.000000 Penalty: 5968.086914
	Iteration 68Q: 3 clusters Score -2.58373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -25837314.000000 Penalty: 5968.086914
	Iteration 69Q: 3 clusters Score -2.583731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -25837314.000000 Penalty: 5968.086914
	Iteration 70Q: 3 clusters Score -2.583731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -25837312.000000 Penalty: 5968.086914
	Iteration 71Q: 3 clusters Score -2.583731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -25837312.000000 Penalty: 5968.086914
	Iteration 72Q: 3 clusters Score -2.583731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 165677 members 
Entering Unmasked Estep 
Score: -25837312.000000 Penalty: 5968.086914
	Iteration 73Q: 3 clusters Score -2.583731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -25837318.000000 Penalty: 5968.086914
	Iteration 74Q: 3 clusters Score -2.583732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 165678 members 
Entering Unmasked Estep 
Score: -25837318.000000 Penalty: 5968.086914
	Iteration 75F: 3 clusters Score -2.583732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 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 316 members 
Entering Unmasked Estep 
Score: -86170.210938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86170.21 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86422.257812 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86422.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86542.625000 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86542.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86616.757812 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -86616.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86677.429688 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86677.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86727.585938 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86727.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86759.812500 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86759.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86781.171875 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86781.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -86796.476562 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86796.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86823.914062 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -86823.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86851.195312 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -86851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86879.554688 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -86879.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86907.218750 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -86907.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86941.851562 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -86941.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86987.804688 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -86987.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -87046.429688 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -87046.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -87126.484375 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -87126.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -87181.359375 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -87181.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -87212.031250 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -87212.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -87234.890625 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -87234.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -87265.257812 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -87265.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -87283.375000 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -87283.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87291.656250 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -87291.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -87293.507812 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -87293.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87294.984375 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -87294.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87294.984375 Penalty: 3198.649170
	Iteration 25F: 3 clusters Score -87294.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -690570.125000 Penalty: 2100.272949
	Iteration 0F: 2 clusters Score -690570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -686184.875000 Penalty: 4200.545898
	Iteration 0F: 3 clusters Score -686184.9 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -687319.375000 Penalty: 4200.545898
	Iteration 1F: 3 clusters Score -687319.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -687636.250000 Penalty: 4200.545898
	Iteration 2F: 3 clusters Score -687636.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -687824.437500 Penalty: 4200.545898
	Iteration 3F: 3 clusters Score -687824.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -687940.125000 Penalty: 4200.545898
	Iteration 4Q: 3 clusters Score -687940.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -688035.750000 Penalty: 4200.545898
	Iteration 5Q: 3 clusters Score -688035.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -688116.750000 Penalty: 4200.545898
	Iteration 6Q: 3 clusters Score -688116.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -688193.437500 Penalty: 4200.545898
	Iteration 7Q: 3 clusters Score -688193.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -688271.312500 Penalty: 4200.545898
	Iteration 8Q: 3 clusters Score -688271.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -688378.250000 Penalty: 4200.545898
	Iteration 9Q: 3 clusters Score -688378.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -688514.187500 Penalty: 4200.545898
	Iteration 10Q: 3 clusters Score -688514.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -688638.687500 Penalty: 4200.545898
	Iteration 11Q: 3 clusters Score -688638.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -688761.000000 Penalty: 4200.545898
	Iteration 12Q: 3 clusters Score -688761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -688870.875000 Penalty: 4200.545898
	Iteration 13Q: 3 clusters Score -688870.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -688988.625000 Penalty: 4200.545898
	Iteration 14Q: 3 clusters Score -688988.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -689092.625000 Penalty: 4200.545898
	Iteration 15Q: 3 clusters Score -689092.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -689195.812500 Penalty: 4200.545898
	Iteration 16Q: 3 clusters Score -689195.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -689281.750000 Penalty: 4200.545898
	Iteration 17Q: 3 clusters Score -689281.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -689364.562500 Penalty: 4200.545898
	Iteration 18Q: 3 clusters Score -689364.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -689447.437500 Penalty: 4200.545898
	Iteration 19Q: 3 clusters Score -689447.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -689544.375000 Penalty: 4200.545898
	Iteration 20F: 3 clusters Score -689544.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -689636.875000 Penalty: 4200.545898
	Iteration 21Q: 3 clusters Score -689636.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -689729.125000 Penalty: 4200.545898
	Iteration 22Q: 3 clusters Score -689729.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -689812.687500 Penalty: 4200.545898
	Iteration 23Q: 3 clusters Score -689812.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -689886.812500 Penalty: 4200.545898
	Iteration 24Q: 3 clusters Score -689886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -689939.375000 Penalty: 4200.545898
	Iteration 25Q: 3 clusters Score -689939.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -689981.937500 Penalty: 4200.545898
	Iteration 26Q: 3 clusters Score -689981.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -690024.500000 Penalty: 4200.545898
	Iteration 27Q: 3 clusters Score -690024.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -690062.000000 Penalty: 4200.545898
	Iteration 28Q: 3 clusters Score -690062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -690103.437500 Penalty: 4200.545898
	Iteration 29Q: 3 clusters Score -690103.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -690149.062500 Penalty: 4200.545898
	Iteration 30Q: 3 clusters Score -690149.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -690188.750000 Penalty: 4200.545898
	Iteration 31Q: 3 clusters Score -690188.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -690224.687500 Penalty: 4200.545898
	Iteration 32Q: 3 clusters Score -690224.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -690239.250000 Penalty: 4200.545898
	Iteration 33Q: 3 clusters Score -690239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -690260.062500 Penalty: 4200.545898
	Iteration 34Q: 3 clusters Score -690260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -690288.437500 Penalty: 4200.545898
	Iteration 35Q: 3 clusters Score -690288.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -690300.250000 Penalty: 4200.545898
	Iteration 36Q: 3 clusters Score -690300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -690311.062500 Penalty: 4200.545898
	Iteration 37Q: 3 clusters Score -690311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -690319.625000 Penalty: 4200.545898
	Iteration 38Q: 3 clusters Score -690319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -690322.437500 Penalty: 4200.545898
	Iteration 39Q: 3 clusters Score -690322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -690322.437500 Penalty: 4200.545898
	Iteration 40F: 3 clusters Score -690322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -697264.812500 Penalty: 2095.861328
	Iteration 0F: 2 clusters Score -697264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -692934.625000 Penalty: 4191.722656
	Iteration 0F: 3 clusters Score -692934.6 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -694050.750000 Penalty: 4191.722656
	Iteration 1F: 3 clusters Score -694050.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -694364.187500 Penalty: 4191.722656
	Iteration 2F: 3 clusters Score -694364.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -694596.437500 Penalty: 4191.722656
	Iteration 3F: 3 clusters Score -694596.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -694793.812500 Penalty: 4191.722656
	Iteration 4F: 3 clusters Score -694793.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -694977.000000 Penalty: 4191.722656
	Iteration 5Q: 3 clusters Score -694977 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -695136.000000 Penalty: 4191.722656
	Iteration 6Q: 3 clusters Score -695136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -695292.125000 Penalty: 4191.722656
	Iteration 7Q: 3 clusters Score -695292.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -695413.500000 Penalty: 4191.722656
	Iteration 8Q: 3 clusters Score -695413.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -695529.062500 Penalty: 4191.722656
	Iteration 9Q: 3 clusters Score -695529.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -695614.250000 Penalty: 4191.722656
	Iteration 10Q: 3 clusters Score -695614.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -695697.062500 Penalty: 4191.722656
	Iteration 11Q: 3 clusters Score -695697.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -695781.187500 Penalty: 4191.722656
	Iteration 12Q: 3 clusters Score -695781.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -695855.062500 Penalty: 4191.722656
	Iteration 13Q: 3 clusters Score -695855.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -695906.375000 Penalty: 4191.722656
	Iteration 14Q: 3 clusters Score -695906.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -695957.687500 Penalty: 4191.722656
	Iteration 15Q: 3 clusters Score -695957.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -696002.375000 Penalty: 4191.722656
	Iteration 16Q: 3 clusters Score -696002.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -696045.437500 Penalty: 4191.722656
	Iteration 17Q: 3 clusters Score -696045.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -696075.000000 Penalty: 4191.722656
	Iteration 18Q: 3 clusters Score -696075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -696106.437500 Penalty: 4191.722656
	Iteration 19Q: 3 clusters Score -696106.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -696126.937500 Penalty: 4191.722656
	Iteration 20F: 3 clusters Score -696126.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -696143.250000 Penalty: 4191.722656
	Iteration 21Q: 3 clusters Score -696143.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -696159.562500 Penalty: 4191.722656
	Iteration 22Q: 3 clusters Score -696159.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -696172.937500 Penalty: 4191.722656
	Iteration 23Q: 3 clusters Score -696172.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -696185.125000 Penalty: 4191.722656
	Iteration 24Q: 3 clusters Score -696185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -696193.312500 Penalty: 4191.722656
	Iteration 25Q: 3 clusters Score -696193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -696202.062500 Penalty: 4191.722656
	Iteration 26Q: 3 clusters Score -696202.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -696210.062500 Penalty: 4191.722656
	Iteration 27Q: 3 clusters Score -696210.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -696223.375000 Penalty: 4191.722656
	Iteration 28Q: 3 clusters Score -696223.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -696234.062500 Penalty: 4191.722656
	Iteration 29Q: 3 clusters Score -696234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -696251.187500 Penalty: 4191.722656
	Iteration 30Q: 3 clusters Score -696251.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -696267.812500 Penalty: 4191.722656
	Iteration 31Q: 3 clusters Score -696267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -696289.125000 Penalty: 4191.722656
	Iteration 32Q: 3 clusters Score -696289.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -696318.937500 Penalty: 4191.722656
	Iteration 33Q: 3 clusters Score -696318.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -696357.437500 Penalty: 4191.722656
	Iteration 34Q: 3 clusters Score -696357.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -696385.875000 Penalty: 4191.722656
	Iteration 35Q: 3 clusters Score -696385.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -696411.250000 Penalty: 4191.722656
	Iteration 36Q: 3 clusters Score -696411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -696421.375000 Penalty: 4191.722656
	Iteration 37Q: 3 clusters Score -696421.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -696430.750000 Penalty: 4191.722656
	Iteration 38Q: 3 clusters Score -696430.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -696436.437500 Penalty: 4191.722656
	Iteration 39Q: 3 clusters Score -696436.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -696439.750000 Penalty: 4191.722656
	Iteration 40F: 3 clusters Score -696439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -696439.937500 Penalty: 4191.722656
	Iteration 41Q: 3 clusters Score -696439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -696440.687500 Penalty: 4191.722656
	Iteration 42Q: 3 clusters Score -696440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -696440.125000 Penalty: 4191.722656
	Iteration 43Q: 3 clusters Score -696440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -696444.312500 Penalty: 4191.722656
	Iteration 44Q: 3 clusters Score -696444.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -696445.750000 Penalty: 4191.722656
	Iteration 45Q: 3 clusters Score -696445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -696445.750000 Penalty: 4191.722656
	Iteration 46F: 3 clusters Score -696445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -284101.125000 Penalty: 1888.227051
	Iteration 0F: 2 clusters Score -284101.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281480.781250 Penalty: 3776.454102
	Iteration 0F: 3 clusters Score -281480.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -282148.218750 Penalty: 3776.454102
	Iteration 1F: 3 clusters Score -282148.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -282470.656250 Penalty: 3776.454102
	Iteration 2F: 3 clusters Score -282470.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -282746.750000 Penalty: 3776.454102
	Iteration 3F: 3 clusters Score -282746.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282983.468750 Penalty: 3776.454102
	Iteration 4F: 3 clusters Score -282983.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283321.750000 Penalty: 3776.454102
	Iteration 5F: 3 clusters Score -283321.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -283570.437500 Penalty: 3776.454102
	Iteration 6Q: 3 clusters Score -283570.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283739.937500 Penalty: 3776.454102
	Iteration 7Q: 3 clusters Score -283739.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283879.875000 Penalty: 3776.454102
	Iteration 8Q: 3 clusters Score -283879.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -283937.625000 Penalty: 3776.454102
	Iteration 9Q: 3 clusters Score -283937.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -283998.593750 Penalty: 3776.454102
	Iteration 10Q: 3 clusters Score -283998.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284041.406250 Penalty: 3776.454102
	Iteration 11Q: 3 clusters Score -284041.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284077.187500 Penalty: 3776.454102
	Iteration 12Q: 3 clusters Score -284077.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -284107.093750 Penalty: 3776.454102
	Iteration 13Q: 3 clusters Score -284107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284129.468750 Penalty: 3776.454102
	Iteration 14Q: 3 clusters Score -284129.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -284153.156250 Penalty: 3776.454102
	Iteration 15Q: 3 clusters Score -284153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -284164.250000 Penalty: 3776.454102
	Iteration 16Q: 3 clusters Score -284164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -284167.656250 Penalty: 3776.454102
	Iteration 17Q: 3 clusters Score -284167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -284168.156250 Penalty: 3776.454102
	Iteration 18Q: 3 clusters Score -284168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284169.000000 Penalty: 3776.454102
	Iteration 19Q: 3 clusters Score -284169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284169.000000 Penalty: 3776.454102
	Iteration 20F: 3 clusters Score -284169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36962 members 
Mstep: Class 11 contains 168120 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107700 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15764 members 
Mstep: Class 30 contains 116461 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 1385 members 
Entering Unmasked Estep 
Score: -104170624.000000 Penalty: 130140.156250
Splitting cluster 15 changes total score from -104171944.000000 to -104170624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Entering Unmasked Estep 
Score: -6246942.000000 Penalty: 2631.834717
	Iteration 0F: 2 clusters Score -6246942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -6219380.000000 Penalty: 5263.669434
	Iteration 0F: 3 clusters Score -6219380 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -6230044.500000 Penalty: 5263.669434
	Iteration 1F: 3 clusters Score -6230044 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -6230962.000000 Penalty: 5263.669434
	Iteration 2F: 3 clusters Score -6230962 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -6232300.000000 Penalty: 5263.669434
	Iteration 3F: 3 clusters Score -6232300 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -6234131.000000 Penalty: 5263.669434
	Iteration 4F: 3 clusters Score -6234131 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -6236178.500000 Penalty: 5263.669434
	Iteration 5F: 3 clusters Score -6236178 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -6238028.000000 Penalty: 5263.669434
	Iteration 6F: 3 clusters Score -6238028 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -6239305.500000 Penalty: 5263.669434
	Iteration 7F: 3 clusters Score -6239306 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -6240146.500000 Penalty: 5263.669434
	Iteration 8Q: 3 clusters Score -6240146 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -6240646.000000 Penalty: 5263.669434
	Iteration 9Q: 3 clusters Score -6240646 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -6241006.000000 Penalty: 5263.669434
	Iteration 10Q: 3 clusters Score -6241006 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -6241281.500000 Penalty: 5263.669434
	Iteration 11Q: 3 clusters Score -6241282 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6241580.000000 Penalty: 5263.669434
	Iteration 12Q: 3 clusters Score -6241580 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6241821.000000 Penalty: 5263.669434
	Iteration 13Q: 3 clusters Score -6241821 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -6242060.500000 Penalty: 5263.669434
	Iteration 14Q: 3 clusters Score -6242060 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6242325.000000 Penalty: 5263.669434
	Iteration 15Q: 3 clusters Score -6242325 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6242657.000000 Penalty: 5263.669434
	Iteration 16Q: 3 clusters Score -6242657 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6242941.500000 Penalty: 5263.669434
	Iteration 17Q: 3 clusters Score -6242942 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -6243250.000000 Penalty: 5263.669434
	Iteration 18Q: 3 clusters Score -6243250 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6243528.500000 Penalty: 5263.669434
	Iteration 19Q: 3 clusters Score -6243528 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6243782.500000 Penalty: 5263.669434
	Iteration 20F: 3 clusters Score -6243782 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6243980.500000 Penalty: 5263.669434
	Iteration 21Q: 3 clusters Score -6243980 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6244110.500000 Penalty: 5263.669434
	Iteration 22Q: 3 clusters Score -6244110 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6244240.000000 Penalty: 5263.669434
	Iteration 23Q: 3 clusters Score -6244240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6244329.500000 Penalty: 5263.669434
	Iteration 24Q: 3 clusters Score -6244330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6244395.500000 Penalty: 5263.669434
	Iteration 25Q: 3 clusters Score -6244396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6244468.500000 Penalty: 5263.669434
	Iteration 26Q: 3 clusters Score -6244468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6244514.500000 Penalty: 5263.669434
	Iteration 27Q: 3 clusters Score -6244514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6244556.500000 Penalty: 5263.669434
	Iteration 28Q: 3 clusters Score -6244556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6244575.500000 Penalty: 5263.669434
	Iteration 29Q: 3 clusters Score -6244576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6244600.000000 Penalty: 5263.669434
	Iteration 30Q: 3 clusters Score -6244600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6244610.000000 Penalty: 5263.669434
	Iteration 31Q: 3 clusters Score -6244610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6244629.500000 Penalty: 5263.669434
	Iteration 32Q: 3 clusters Score -6244630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6244644.500000 Penalty: 5263.669434
	Iteration 33Q: 3 clusters Score -6244644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6244655.500000 Penalty: 5263.669434
	Iteration 34Q: 3 clusters Score -6244656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6244663.000000 Penalty: 5263.669434
	Iteration 35Q: 3 clusters Score -6244663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6244673.500000 Penalty: 5263.669434
	Iteration 36Q: 3 clusters Score -6244674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6244681.500000 Penalty: 5263.669434
	Iteration 37Q: 3 clusters Score -6244682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6244694.000000 Penalty: 5263.669434
	Iteration 38Q: 3 clusters Score -6244694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6244698.500000 Penalty: 5263.669434
	Iteration 39Q: 3 clusters Score -6244698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6244702.500000 Penalty: 5263.669434
	Iteration 40F: 3 clusters Score -6244702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6244699.500000 Penalty: 5263.669434
	Iteration 41Q: 3 clusters Score -6244700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6244703.000000 Penalty: 5263.669434
	Iteration 42Q: 3 clusters Score -6244703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6244707.500000 Penalty: 5263.669434
	Iteration 43Q: 3 clusters Score -6244708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6244708.500000 Penalty: 5263.669434
	Iteration 44Q: 3 clusters Score -6244708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6244706.000000 Penalty: 5263.669434
	Iteration 45Q: 3 clusters Score -6244706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6244706.000000 Penalty: 5263.669434
	Iteration 46F: 3 clusters Score -6244706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Entering Unmasked Estep 
Score: -16613107.000000 Penalty: 2873.602051
	Iteration 0F: 2 clusters Score -1.661311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -16544485.000000 Penalty: 5747.204102
	Iteration 0F: 3 clusters Score -1.654448e+07 nChanged 51093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -16573867.000000 Penalty: 5747.204102
	Iteration 1F: 3 clusters Score -1.657387e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -16575276.000000 Penalty: 5747.204102
	Iteration 2Q: 3 clusters Score -1.657528e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -16577056.000000 Penalty: 5747.204102
	Iteration 3Q: 3 clusters Score -1.657706e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -16579742.000000 Penalty: 5747.204102
	Iteration 4F: 3 clusters Score -1.657974e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -16584069.000000 Penalty: 5747.204102
	Iteration 5F: 3 clusters Score -1.658407e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -16589499.000000 Penalty: 5747.204102
	Iteration 6F: 3 clusters Score -1.65895e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -16595614.000000 Penalty: 5747.204102
	Iteration 7F: 3 clusters Score -1.659561e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -16600872.000000 Penalty: 5747.204102
	Iteration 8F: 3 clusters Score -1.660087e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -16604443.000000 Penalty: 5747.204102
	Iteration 9Q: 3 clusters Score -1.660444e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -16606347.000000 Penalty: 5747.204102
	Iteration 10Q: 3 clusters Score -1.660635e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -16607606.000000 Penalty: 5747.204102
	Iteration 11Q: 3 clusters Score -1.660761e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -16608535.000000 Penalty: 5747.204102
	Iteration 12Q: 3 clusters Score -1.660854e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -16609250.000000 Penalty: 5747.204102
	Iteration 13Q: 3 clusters Score -1.660925e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -16609785.000000 Penalty: 5747.204102
	Iteration 14Q: 3 clusters Score -1.660978e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -16610400.000000 Penalty: 5747.204102
	Iteration 15Q: 3 clusters Score -1.66104e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -16610824.000000 Penalty: 5747.204102
	Iteration 16Q: 3 clusters Score -1.661082e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -16611180.000000 Penalty: 5747.204102
	Iteration 17Q: 3 clusters Score -1.661118e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98064 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -16611332.000000 Penalty: 5747.204102
	Iteration 18Q: 3 clusters Score -1.661133e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -16611403.000000 Penalty: 5747.204102
	Iteration 19Q: 3 clusters Score -1.66114e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100775 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -16611536.000000 Penalty: 5747.204102
	Iteration 20F: 3 clusters Score -1.661154e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -16611604.000000 Penalty: 5747.204102
	Iteration 21Q: 3 clusters Score -1.66116e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -16611569.000000 Penalty: 5747.204102
	Iteration 22Q: 3 clusters Score -1.661157e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -16611508.000000 Penalty: 5747.204102
	Iteration 23Q: 3 clusters Score -1.661151e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16611407.000000 Penalty: 5747.204102
	Iteration 24Q: 3 clusters Score -1.661141e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105277 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -16611309.000000 Penalty: 5747.204102
	Iteration 25Q: 3 clusters Score -1.661131e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105715 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16611261.000000 Penalty: 5747.204102
	Iteration 26Q: 3 clusters Score -1.661126e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -16611165.000000 Penalty: 5747.204102
	Iteration 27Q: 3 clusters Score -1.661116e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16611171.000000 Penalty: 5747.204102
	Iteration 28Q: 3 clusters Score -1.661117e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -16611145.000000 Penalty: 5747.204102
	Iteration 29Q: 3 clusters Score -1.661114e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -16611133.000000 Penalty: 5747.204102
	Iteration 30Q: 3 clusters Score -1.661113e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16611142.000000 Penalty: 5747.204102
	Iteration 31Q: 3 clusters Score -1.661114e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16611139.000000 Penalty: 5747.204102
	Iteration 32Q: 3 clusters Score -1.661114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16611134.000000 Penalty: 5747.204102
	Iteration 33Q: 3 clusters Score -1.661113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106854 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16611137.000000 Penalty: 5747.204102
	Iteration 34Q: 3 clusters Score -1.661114e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16611126.000000 Penalty: 5747.204102
	Iteration 35Q: 3 clusters Score -1.661113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16611138.000000 Penalty: 5747.204102
	Iteration 36Q: 3 clusters Score -1.661114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16611155.000000 Penalty: 5747.204102
	Iteration 37Q: 3 clusters Score -1.661116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16611164.000000 Penalty: 5747.204102
	Iteration 38Q: 3 clusters Score -1.661116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16611164.000000 Penalty: 5747.204102
	Iteration 39Q: 3 clusters Score -1.661116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -16611165.000000 Penalty: 5747.204102
	Iteration 40F: 3 clusters Score -1.661116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -16611150.000000 Penalty: 5747.204102
	Iteration 41Q: 3 clusters Score -1.661115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -16611147.000000 Penalty: 5747.204102
	Iteration 42Q: 3 clusters Score -1.661115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -16611161.000000 Penalty: 5747.204102
	Iteration 43Q: 3 clusters Score -1.661116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107040 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -16611159.000000 Penalty: 5747.204102
	Iteration 44Q: 3 clusters Score -1.661116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16611161.000000 Penalty: 5747.204102
	Iteration 45Q: 3 clusters Score -1.661116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107057 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -16611161.000000 Penalty: 5747.204102
	Iteration 46Q: 3 clusters Score -1.661116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -16611138.000000 Penalty: 5747.204102
	Iteration 47Q: 3 clusters Score -1.661114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -16611157.000000 Penalty: 5747.204102
	Iteration 48Q: 3 clusters Score -1.661116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -16611162.000000 Penalty: 5747.204102
	Iteration 49Q: 3 clusters Score -1.661116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16611172.000000 Penalty: 5747.204102
	Iteration 50Q: 3 clusters Score -1.661117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -16611178.000000 Penalty: 5747.204102
	Iteration 51Q: 3 clusters Score -1.661118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16611177.000000 Penalty: 5747.204102
	Iteration 52Q: 3 clusters Score -1.661118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16611172.000000 Penalty: 5747.204102
	Iteration 53Q: 3 clusters Score -1.661117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -16611172.000000 Penalty: 5747.204102
	Iteration 54F: 3 clusters Score -1.661117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -485343.125000 Penalty: 2001.662231
	Iteration 0F: 2 clusters Score -485343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -481958.062500 Penalty: 4003.324463
	Iteration 0F: 3 clusters Score -481958.1 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -482632.593750 Penalty: 4003.324463
	Iteration 1F: 3 clusters Score -482632.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -482796.593750 Penalty: 4003.324463
	Iteration 2F: 3 clusters Score -482796.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -482873.500000 Penalty: 4003.324463
	Iteration 3Q: 3 clusters Score -482873.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -482932.625000 Penalty: 4003.324463
	Iteration 4Q: 3 clusters Score -482932.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -482979.906250 Penalty: 4003.324463
	Iteration 5Q: 3 clusters Score -482979.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -483023.843750 Penalty: 4003.324463
	Iteration 6Q: 3 clusters Score -483023.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -483058.312500 Penalty: 4003.324463
	Iteration 7Q: 3 clusters Score -483058.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -483080.593750 Penalty: 4003.324463
	Iteration 8Q: 3 clusters Score -483080.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -483105.187500 Penalty: 4003.324463
	Iteration 9Q: 3 clusters Score -483105.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -483122.187500 Penalty: 4003.324463
	Iteration 10Q: 3 clusters Score -483122.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -483133.625000 Penalty: 4003.324463
	Iteration 11Q: 3 clusters Score -483133.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -483146.125000 Penalty: 4003.324463
	Iteration 12Q: 3 clusters Score -483146.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -483159.218750 Penalty: 4003.324463
	Iteration 13Q: 3 clusters Score -483159.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -483174.843750 Penalty: 4003.324463
	Iteration 14Q: 3 clusters Score -483174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -483185.531250 Penalty: 4003.324463
	Iteration 15Q: 3 clusters Score -483185.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -483192.156250 Penalty: 4003.324463
	Iteration 16Q: 3 clusters Score -483192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -483199.656250 Penalty: 4003.324463
	Iteration 17Q: 3 clusters Score -483199.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -483209.781250 Penalty: 4003.324463
	Iteration 18Q: 3 clusters Score -483209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -483214.218750 Penalty: 4003.324463
	Iteration 19Q: 3 clusters Score -483214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -483218.687500 Penalty: 4003.324463
	Iteration 20F: 3 clusters Score -483218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -483220.468750 Penalty: 4003.324463
	Iteration 21Q: 3 clusters Score -483220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -483222.687500 Penalty: 4003.324463
	Iteration 22Q: 3 clusters Score -483222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -483227.187500 Penalty: 4003.324463
	Iteration 23Q: 3 clusters Score -483227.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -483233.875000 Penalty: 4003.324463
	Iteration 24Q: 3 clusters Score -483233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -483240.531250 Penalty: 4003.324463
	Iteration 25Q: 3 clusters Score -483240.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -483245.343750 Penalty: 4003.324463
	Iteration 26Q: 3 clusters Score -483245.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -483254.906250 Penalty: 4003.324463
	Iteration 27Q: 3 clusters Score -483254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -483264.468750 Penalty: 4003.324463
	Iteration 28Q: 3 clusters Score -483264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -483268.656250 Penalty: 4003.324463
	Iteration 29Q: 3 clusters Score -483268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -483274.000000 Penalty: 4003.324463
	Iteration 30Q: 3 clusters Score -483274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -483279.781250 Penalty: 4003.324463
	Iteration 31Q: 3 clusters Score -483279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -483286.843750 Penalty: 4003.324463
	Iteration 32Q: 3 clusters Score -483286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -483292.468750 Penalty: 4003.324463
	Iteration 33Q: 3 clusters Score -483292.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -483298.937500 Penalty: 4003.324463
	Iteration 34Q: 3 clusters Score -483298.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -483308.937500 Penalty: 4003.324463
	Iteration 35Q: 3 clusters Score -483308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -483316.968750 Penalty: 4003.324463
	Iteration 36Q: 3 clusters Score -483317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483323.812500 Penalty: 4003.324463
	Iteration 37Q: 3 clusters Score -483323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -483333.125000 Penalty: 4003.324463
	Iteration 38Q: 3 clusters Score -483333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -483341.843750 Penalty: 4003.324463
	Iteration 39Q: 3 clusters Score -483341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -483348.468750 Penalty: 4003.324463
	Iteration 40F: 3 clusters Score -483348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483354.593750 Penalty: 4003.324463
	Iteration 41Q: 3 clusters Score -483354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -483358.843750 Penalty: 4003.324463
	Iteration 42Q: 3 clusters Score -483358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -483361.656250 Penalty: 4003.324463
	Iteration 43Q: 3 clusters Score -483361.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -483365.312500 Penalty: 4003.324463
	Iteration 44Q: 3 clusters Score -483365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -483369.125000 Penalty: 4003.324463
	Iteration 45Q: 3 clusters Score -483369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -483373.281250 Penalty: 4003.324463
	Iteration 46Q: 3 clusters Score -483373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -483376.156250 Penalty: 4003.324463
	Iteration 47Q: 3 clusters Score -483376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -483378.437500 Penalty: 4003.324463
	Iteration 48Q: 3 clusters Score -483378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483380.187500 Penalty: 4003.324463
	Iteration 49Q: 3 clusters Score -483380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483381.968750 Penalty: 4003.324463
	Iteration 50Q: 3 clusters Score -483382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -483383.593750 Penalty: 4003.324463
	Iteration 51Q: 3 clusters Score -483383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -483384.687500 Penalty: 4003.324463
	Iteration 52Q: 3 clusters Score -483384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -483385.593750 Penalty: 4003.324463
	Iteration 53Q: 3 clusters Score -483385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -483387.437500 Penalty: 4003.324463
	Iteration 54Q: 3 clusters Score -483387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -483390.250000 Penalty: 4003.324463
	Iteration 55Q: 3 clusters Score -483390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -483392.937500 Penalty: 4003.324463
	Iteration 56Q: 3 clusters Score -483392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -483395.218750 Penalty: 4003.324463
	Iteration 57Q: 3 clusters Score -483395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -483397.031250 Penalty: 4003.324463
	Iteration 58Q: 3 clusters Score -483397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -483402.031250 Penalty: 4003.324463
	Iteration 59Q: 3 clusters Score -483402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -483402.812500 Penalty: 4003.324463
	Iteration 60F: 3 clusters Score -483402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 2010.041260
	Iteration 0F: 2 clusters Score -434201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -430807.781250 Penalty: 4020.082520
	Iteration 0F: 3 clusters Score -430807.8 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -431613.468750 Penalty: 4020.082520
	Iteration 1F: 3 clusters Score -431613.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -431896.093750 Penalty: 4020.082520
	Iteration 2F: 3 clusters Score -431896.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -432154.843750 Penalty: 4020.082520
	Iteration 3F: 3 clusters Score -432154.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -432404.156250 Penalty: 4020.082520
	Iteration 4F: 3 clusters Score -432404.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -432628.312500 Penalty: 4020.082520
	Iteration 5F: 3 clusters Score -432628.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -432825.843750 Penalty: 4020.082520
	Iteration 6Q: 3 clusters Score -432825.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -432971.875000 Penalty: 4020.082520
	Iteration 7Q: 3 clusters Score -432971.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -433097.093750 Penalty: 4020.082520
	Iteration 8Q: 3 clusters Score -433097.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -433191.562500 Penalty: 4020.082520
	Iteration 9Q: 3 clusters Score -433191.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -433265.062500 Penalty: 4020.082520
	Iteration 10Q: 3 clusters Score -433265.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -433324.343750 Penalty: 4020.082520
	Iteration 11Q: 3 clusters Score -433324.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -433361.250000 Penalty: 4020.082520
	Iteration 12Q: 3 clusters Score -433361.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -433384.156250 Penalty: 4020.082520
	Iteration 13Q: 3 clusters Score -433384.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -433406.437500 Penalty: 4020.082520
	Iteration 14Q: 3 clusters Score -433406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -433414.906250 Penalty: 4020.082520
	Iteration 15Q: 3 clusters Score -433414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -433426.468750 Penalty: 4020.082520
	Iteration 16Q: 3 clusters Score -433426.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -433438.375000 Penalty: 4020.082520
	Iteration 17Q: 3 clusters Score -433438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -433445.531250 Penalty: 4020.082520
	Iteration 18Q: 3 clusters Score -433445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -433450.781250 Penalty: 4020.082520
	Iteration 19Q: 3 clusters Score -433450.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -433454.156250 Penalty: 4020.082520
	Iteration 20F: 3 clusters Score -433454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -433454.718750 Penalty: 4020.082520
	Iteration 21Q: 3 clusters Score -433454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -433457.625000 Penalty: 4020.082520
	Iteration 22Q: 3 clusters Score -433457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -433461.125000 Penalty: 4020.082520
	Iteration 23Q: 3 clusters Score -433461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -433463.750000 Penalty: 4020.082520
	Iteration 24Q: 3 clusters Score -433463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -433471.125000 Penalty: 4020.082520
	Iteration 25Q: 3 clusters Score -433471.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -433477.593750 Penalty: 4020.082520
	Iteration 26Q: 3 clusters Score -433477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -433484.031250 Penalty: 4020.082520
	Iteration 27Q: 3 clusters Score -433484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -433491.937500 Penalty: 4020.082520
	Iteration 28Q: 3 clusters Score -433491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -433497.218750 Penalty: 4020.082520
	Iteration 29Q: 3 clusters Score -433497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -433498.250000 Penalty: 4020.082520
	Iteration 30Q: 3 clusters Score -433498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -433501.250000 Penalty: 4020.082520
	Iteration 31Q: 3 clusters Score -433501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -433501.406250 Penalty: 4020.082520
	Iteration 32Q: 3 clusters Score -433501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -433501.406250 Penalty: 4020.082520
	Iteration 33F: 3 clusters Score -433501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Entering Unmasked Estep 
Score: -1217408.000000 Penalty: 2231.599365
	Iteration 0F: 2 clusters Score -1217408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1210915.875000 Penalty: 4463.198730
	Iteration 0F: 3 clusters Score -1210916 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1212746.375000 Penalty: 4463.198730
	Iteration 1F: 3 clusters Score -1212746 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1213004.000000 Penalty: 4463.198730
	Iteration 2F: 3 clusters Score -1213004 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1213176.875000 Penalty: 4463.198730
	Iteration 3Q: 3 clusters Score -1213177 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1213299.750000 Penalty: 4463.198730
	Iteration 4Q: 3 clusters Score -1213300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1213391.375000 Penalty: 4463.198730
	Iteration 5Q: 3 clusters Score -1213391 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1213492.125000 Penalty: 4463.198730
	Iteration 6Q: 3 clusters Score -1213492 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1213599.625000 Penalty: 4463.198730
	Iteration 7Q: 3 clusters Score -1213600 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1213734.500000 Penalty: 4463.198730
	Iteration 8Q: 3 clusters Score -1213734 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1213891.000000 Penalty: 4463.198730
	Iteration 9Q: 3 clusters Score -1213891 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1214044.250000 Penalty: 4463.198730
	Iteration 10Q: 3 clusters Score -1214044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1214199.000000 Penalty: 4463.198730
	Iteration 11Q: 3 clusters Score -1214199 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1214364.125000 Penalty: 4463.198730
	Iteration 12Q: 3 clusters Score -1214364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1214545.500000 Penalty: 4463.198730
	Iteration 13Q: 3 clusters Score -1214546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1214727.875000 Penalty: 4463.198730
	Iteration 14Q: 3 clusters Score -1214728 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1214879.375000 Penalty: 4463.198730
	Iteration 15Q: 3 clusters Score -1214879 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1215004.875000 Penalty: 4463.198730
	Iteration 16Q: 3 clusters Score -1215005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1215098.375000 Penalty: 4463.198730
	Iteration 17Q: 3 clusters Score -1215098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1215166.250000 Penalty: 4463.198730
	Iteration 18Q: 3 clusters Score -1215166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1215236.500000 Penalty: 4463.198730
	Iteration 19Q: 3 clusters Score -1215236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1215291.375000 Penalty: 4463.198730
	Iteration 20F: 3 clusters Score -1215291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1215331.625000 Penalty: 4463.198730
	Iteration 21Q: 3 clusters Score -1215332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1215356.125000 Penalty: 4463.198730
	Iteration 22Q: 3 clusters Score -1215356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1215374.625000 Penalty: 4463.198730
	Iteration 23Q: 3 clusters Score -1215375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1215392.125000 Penalty: 4463.198730
	Iteration 24Q: 3 clusters Score -1215392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1215407.875000 Penalty: 4463.198730
	Iteration 25Q: 3 clusters Score -1215408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1215424.000000 Penalty: 4463.198730
	Iteration 26Q: 3 clusters Score -1215424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1215437.875000 Penalty: 4463.198730
	Iteration 27Q: 3 clusters Score -1215438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1215443.125000 Penalty: 4463.198730
	Iteration 28Q: 3 clusters Score -1215443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1215448.250000 Penalty: 4463.198730
	Iteration 29Q: 3 clusters Score -1215448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1215453.125000 Penalty: 4463.198730
	Iteration 30Q: 3 clusters Score -1215453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1215452.375000 Penalty: 4463.198730
	Iteration 31Q: 3 clusters Score -1215452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1215459.125000 Penalty: 4463.198730
	Iteration 32Q: 3 clusters Score -1215459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1215461.750000 Penalty: 4463.198730
	Iteration 33Q: 3 clusters Score -1215462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1215462.250000 Penalty: 4463.198730
	Iteration 34Q: 3 clusters Score -1215462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1215465.125000 Penalty: 4463.198730
	Iteration 35Q: 3 clusters Score -1215465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1215465.000000 Penalty: 4463.198730
	Iteration 36Q: 3 clusters Score -1215465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1215466.000000 Penalty: 4463.198730
	Iteration 37Q: 3 clusters Score -1215466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1215466.000000 Penalty: 4463.198730
	Iteration 38F: 3 clusters Score -1215466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Entering Unmasked Estep 
Score: -1939823.125000 Penalty: 2363.843506
	Iteration 0F: 2 clusters Score -1939823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1929781.750000 Penalty: 4727.687012
	Iteration 0F: 3 clusters Score -1929782 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1933018.750000 Penalty: 4727.687012
	Iteration 1F: 3 clusters Score -1933019 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1933513.500000 Penalty: 4727.687012
	Iteration 2F: 3 clusters Score -1933514 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1933951.750000 Penalty: 4727.687012
	Iteration 3F: 3 clusters Score -1933952 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1934410.000000 Penalty: 4727.687012
	Iteration 4F: 3 clusters Score -1934410 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1934804.375000 Penalty: 4727.687012
	Iteration 5F: 3 clusters Score -1934804 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1935148.125000 Penalty: 4727.687012
	Iteration 6Q: 3 clusters Score -1935148 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1935460.125000 Penalty: 4727.687012
	Iteration 7Q: 3 clusters Score -1935460 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1935750.750000 Penalty: 4727.687012
	Iteration 8Q: 3 clusters Score -1935751 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1936014.125000 Penalty: 4727.687012
	Iteration 9Q: 3 clusters Score -1936014 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1936239.000000 Penalty: 4727.687012
	Iteration 10Q: 3 clusters Score -1936239 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1936467.875000 Penalty: 4727.687012
	Iteration 11Q: 3 clusters Score -1936468 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1936664.750000 Penalty: 4727.687012
	Iteration 12Q: 3 clusters Score -1936665 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1936825.750000 Penalty: 4727.687012
	Iteration 13Q: 3 clusters Score -1936826 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1936970.750000 Penalty: 4727.687012
	Iteration 14Q: 3 clusters Score -1936971 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1937127.125000 Penalty: 4727.687012
	Iteration 15Q: 3 clusters Score -1937127 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1937285.625000 Penalty: 4727.687012
	Iteration 16Q: 3 clusters Score -1937286 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1937435.500000 Penalty: 4727.687012
	Iteration 17Q: 3 clusters Score -1937436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1937577.125000 Penalty: 4727.687012
	Iteration 18Q: 3 clusters Score -1937577 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1937717.875000 Penalty: 4727.687012
	Iteration 19Q: 3 clusters Score -1937718 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1937840.125000 Penalty: 4727.687012
	Iteration 20F: 3 clusters Score -1937840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1937919.250000 Penalty: 4727.687012
	Iteration 21Q: 3 clusters Score -1937919 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1937976.500000 Penalty: 4727.687012
	Iteration 22Q: 3 clusters Score -1937976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1938026.500000 Penalty: 4727.687012
	Iteration 23Q: 3 clusters Score -1938026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1938060.000000 Penalty: 4727.687012
	Iteration 24Q: 3 clusters Score -1938060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1938098.000000 Penalty: 4727.687012
	Iteration 25Q: 3 clusters Score -1938098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1938124.250000 Penalty: 4727.687012
	Iteration 26Q: 3 clusters Score -1938124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1938146.500000 Penalty: 4727.687012
	Iteration 27Q: 3 clusters Score -1938146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1938163.625000 Penalty: 4727.687012
	Iteration 28Q: 3 clusters Score -1938164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1938178.250000 Penalty: 4727.687012
	Iteration 29Q: 3 clusters Score -1938178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1938199.250000 Penalty: 4727.687012
	Iteration 30Q: 3 clusters Score -1938199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1938212.875000 Penalty: 4727.687012
	Iteration 31Q: 3 clusters Score -1938213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1938229.875000 Penalty: 4727.687012
	Iteration 32Q: 3 clusters Score -1938230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1938251.750000 Penalty: 4727.687012
	Iteration 33Q: 3 clusters Score -1938252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1938261.875000 Penalty: 4727.687012
	Iteration 34Q: 3 clusters Score -1938262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1938265.875000 Penalty: 4727.687012
	Iteration 35Q: 3 clusters Score -1938266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1938276.125000 Penalty: 4727.687012
	Iteration 36Q: 3 clusters Score -1938276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1938278.625000 Penalty: 4727.687012
	Iteration 37Q: 3 clusters Score -1938279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1938284.125000 Penalty: 4727.687012
	Iteration 38Q: 3 clusters Score -1938284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1938286.750000 Penalty: 4727.687012
	Iteration 39Q: 3 clusters Score -1938287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1938292.000000 Penalty: 4727.687012
	Iteration 40F: 3 clusters Score -1938292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1938290.000000 Penalty: 4727.687012
	Iteration 41Q: 3 clusters Score -1938290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1938294.875000 Penalty: 4727.687012
	Iteration 42Q: 3 clusters Score -1938295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1938296.125000 Penalty: 4727.687012
	Iteration 43Q: 3 clusters Score -1938296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1938297.750000 Penalty: 4727.687012
	Iteration 44Q: 3 clusters Score -1938298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1938300.000000 Penalty: 4727.687012
	Iteration 45Q: 3 clusters Score -1938300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1938301.875000 Penalty: 4727.687012
	Iteration 46Q: 3 clusters Score -1938302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1938302.625000 Penalty: 4727.687012
	Iteration 47Q: 3 clusters Score -1938303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1938302.875000 Penalty: 4727.687012
	Iteration 48Q: 3 clusters Score -1938303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1938304.125000 Penalty: 4727.687012
	Iteration 49Q: 3 clusters Score -1938304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1938304.875000 Penalty: 4727.687012
	Iteration 50Q: 3 clusters Score -1938305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1938302.750000 Penalty: 4727.687012
	Iteration 51Q: 3 clusters Score -1938303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1938302.625000 Penalty: 4727.687012
	Iteration 52Q: 3 clusters Score -1938303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1938302.625000 Penalty: 4727.687012
	Iteration 53F: 3 clusters Score -1938303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20501.906250 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20501.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20633.908203 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20633.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20692.269531 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -20692.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20715.082031 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20715.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20740.685547 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20740.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20767.230469 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -20767.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20799.072266 Penalty: 2632.900635
	Iteration 6Q: 3 clusters Score -20799.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20827.199219 Penalty: 2632.900635
	Iteration 7Q: 3 clusters Score -20827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20833.685547 Penalty: 2632.900635
	Iteration 8Q: 3 clusters Score -20833.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20833.685547 Penalty: 2632.900635
	Iteration 9F: 3 clusters Score -20833.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Entering Unmasked Estep 
Score: -5503333.000000 Penalty: 2603.921387
	Iteration 0F: 2 clusters Score -5503333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -5478692.500000 Penalty: 5207.842773
	Iteration 0F: 3 clusters Score -5478692 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -5488089.500000 Penalty: 5207.842773
	Iteration 1F: 3 clusters Score -5488090 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5488831.000000 Penalty: 5207.842773
	Iteration 2F: 3 clusters Score -5488831 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5489567.000000 Penalty: 5207.842773
	Iteration 3Q: 3 clusters Score -5489567 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5490330.500000 Penalty: 5207.842773
	Iteration 4Q: 3 clusters Score -5490330 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5491121.000000 Penalty: 5207.842773
	Iteration 5Q: 3 clusters Score -5491121 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5491827.500000 Penalty: 5207.842773
	Iteration 6Q: 3 clusters Score -5491828 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5492455.000000 Penalty: 5207.842773
	Iteration 7Q: 3 clusters Score -5492455 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5493189.500000 Penalty: 5207.842773
	Iteration 8Q: 3 clusters Score -5493190 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5493816.000000 Penalty: 5207.842773
	Iteration 9Q: 3 clusters Score -5493816 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -5494484.000000 Penalty: 5207.842773
	Iteration 10Q: 3 clusters Score -5494484 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -5495080.500000 Penalty: 5207.842773
	Iteration 11Q: 3 clusters Score -5495080 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5495578.000000 Penalty: 5207.842773
	Iteration 12Q: 3 clusters Score -5495578 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5495949.500000 Penalty: 5207.842773
	Iteration 13Q: 3 clusters Score -5495950 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -5496199.500000 Penalty: 5207.842773
	Iteration 14Q: 3 clusters Score -5496200 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -5496369.000000 Penalty: 5207.842773
	Iteration 15Q: 3 clusters Score -5496369 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5496493.000000 Penalty: 5207.842773
	Iteration 16Q: 3 clusters Score -5496493 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -5496589.000000 Penalty: 5207.842773
	Iteration 17Q: 3 clusters Score -5496589 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5496670.000000 Penalty: 5207.842773
	Iteration 18Q: 3 clusters Score -5496670 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5496726.000000 Penalty: 5207.842773
	Iteration 19Q: 3 clusters Score -5496726 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5496782.000000 Penalty: 5207.842773
	Iteration 20F: 3 clusters Score -5496782 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5496871.500000 Penalty: 5207.842773
	Iteration 21Q: 3 clusters Score -5496872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5496939.500000 Penalty: 5207.842773
	Iteration 22Q: 3 clusters Score -5496940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5496999.000000 Penalty: 5207.842773
	Iteration 23Q: 3 clusters Score -5496999 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5497087.500000 Penalty: 5207.842773
	Iteration 24Q: 3 clusters Score -5497088 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5497152.000000 Penalty: 5207.842773
	Iteration 25Q: 3 clusters Score -5497152 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5497246.000000 Penalty: 5207.842773
	Iteration 26Q: 3 clusters Score -5497246 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -5497316.000000 Penalty: 5207.842773
	Iteration 27Q: 3 clusters Score -5497316 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -5497400.000000 Penalty: 5207.842773
	Iteration 28Q: 3 clusters Score -5497400 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5497498.000000 Penalty: 5207.842773
	Iteration 29Q: 3 clusters Score -5497498 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5497657.000000 Penalty: 5207.842773
	Iteration 30Q: 3 clusters Score -5497657 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5497861.000000 Penalty: 5207.842773
	Iteration 31Q: 3 clusters Score -5497861 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -5498086.500000 Penalty: 5207.842773
	Iteration 32Q: 3 clusters Score -5498086 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5498352.500000 Penalty: 5207.842773
	Iteration 33Q: 3 clusters Score -5498352 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5498624.000000 Penalty: 5207.842773
	Iteration 34Q: 3 clusters Score -5498624 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -5498929.500000 Penalty: 5207.842773
	Iteration 35Q: 3 clusters Score -5498930 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -5499268.500000 Penalty: 5207.842773
	Iteration 36Q: 3 clusters Score -5499268 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -5499677.500000 Penalty: 5207.842773
	Iteration 37Q: 3 clusters Score -5499678 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -5500210.500000 Penalty: 5207.842773
	Iteration 38Q: 3 clusters Score -5500210 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -5500714.500000 Penalty: 5207.842773
	Iteration 39Q: 3 clusters Score -5500714 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5501029.000000 Penalty: 5207.842773
	Iteration 40F: 3 clusters Score -5501029 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -5501189.500000 Penalty: 5207.842773
	Iteration 41Q: 3 clusters Score -5501190 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -5501304.500000 Penalty: 5207.842773
	Iteration 42Q: 3 clusters Score -5501304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -5501385.000000 Penalty: 5207.842773
	Iteration 43Q: 3 clusters Score -5501385 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -5501425.500000 Penalty: 5207.842773
	Iteration 44Q: 3 clusters Score -5501426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -5501463.000000 Penalty: 5207.842773
	Iteration 45Q: 3 clusters Score -5501463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5501467.000000 Penalty: 5207.842773
	Iteration 46Q: 3 clusters Score -5501467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5501492.500000 Penalty: 5207.842773
	Iteration 47Q: 3 clusters Score -5501492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -5501506.500000 Penalty: 5207.842773
	Iteration 48Q: 3 clusters Score -5501506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -5501508.500000 Penalty: 5207.842773
	Iteration 49Q: 3 clusters Score -5501508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -5501524.000000 Penalty: 5207.842773
	Iteration 50Q: 3 clusters Score -5501524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5501533.500000 Penalty: 5207.842773
	Iteration 51Q: 3 clusters Score -5501534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -5501520.500000 Penalty: 5207.842773
	Iteration 52Q: 3 clusters Score -5501520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -5501528.000000 Penalty: 5207.842773
	Iteration 53Q: 3 clusters Score -5501528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5501533.500000 Penalty: 5207.842773
	Iteration 54Q: 3 clusters Score -5501534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -5501548.000000 Penalty: 5207.842773
	Iteration 55Q: 3 clusters Score -5501548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5501539.000000 Penalty: 5207.842773
	Iteration 56Q: 3 clusters Score -5501539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -5501549.000000 Penalty: 5207.842773
	Iteration 57Q: 3 clusters Score -5501549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5501547.000000 Penalty: 5207.842773
	Iteration 58Q: 3 clusters Score -5501547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -5501557.500000 Penalty: 5207.842773
	Iteration 59Q: 3 clusters Score -5501558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5501549.500000 Penalty: 5207.842773
	Iteration 60F: 3 clusters Score -5501550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5501551.000000 Penalty: 5207.842773
	Iteration 61Q: 3 clusters Score -5501551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5501554.500000 Penalty: 5207.842773
	Iteration 62Q: 3 clusters Score -5501554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5501565.000000 Penalty: 5207.842773
	Iteration 63Q: 3 clusters Score -5501565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5501556.500000 Penalty: 5207.842773
	Iteration 64Q: 3 clusters Score -5501556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -5501562.000000 Penalty: 5207.842773
	Iteration 65Q: 3 clusters Score -5501562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5501558.000000 Penalty: 5207.842773
	Iteration 66Q: 3 clusters Score -5501558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -5501556.500000 Penalty: 5207.842773
	Iteration 67Q: 3 clusters Score -5501556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5501557.500000 Penalty: 5207.842773
	Iteration 68Q: 3 clusters Score -5501558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -5501565.500000 Penalty: 5207.842773
	Iteration 69Q: 3 clusters Score -5501566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5501570.500000 Penalty: 5207.842773
	Iteration 70Q: 3 clusters Score -5501570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5501566.000000 Penalty: 5207.842773
	Iteration 71Q: 3 clusters Score -5501566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5501565.500000 Penalty: 5207.842773
	Iteration 72Q: 3 clusters Score -5501566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -5501575.500000 Penalty: 5207.842773
	Iteration 73Q: 3 clusters Score -5501576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5501579.500000 Penalty: 5207.842773
	Iteration 74Q: 3 clusters Score -5501580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -5501578.000000 Penalty: 5207.842773
	Iteration 75Q: 3 clusters Score -5501578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -5501575.500000 Penalty: 5207.842773
	Iteration 76Q: 3 clusters Score -5501576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -5501577.500000 Penalty: 5207.842773
	Iteration 77Q: 3 clusters Score -5501578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -5501574.500000 Penalty: 5207.842773
	Iteration 78Q: 3 clusters Score -5501574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5501584.500000 Penalty: 5207.842773
	Iteration 79Q: 3 clusters Score -5501584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5501577.500000 Penalty: 5207.842773
	Iteration 80F: 3 clusters Score -5501578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -5501581.000000 Penalty: 5207.842773
	Iteration 81Q: 3 clusters Score -5501581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -5501581.500000 Penalty: 5207.842773
	Iteration 82Q: 3 clusters Score -5501582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -5501582.500000 Penalty: 5207.842773
	Iteration 83Q: 3 clusters Score -5501582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5501581.000000 Penalty: 5207.842773
	Iteration 84Q: 3 clusters Score -5501581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5501584.500000 Penalty: 5207.842773
	Iteration 85Q: 3 clusters Score -5501584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5501595.500000 Penalty: 5207.842773
	Iteration 86Q: 3 clusters Score -5501596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5501600.500000 Penalty: 5207.842773
	Iteration 87Q: 3 clusters Score -5501600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5501589.500000 Penalty: 5207.842773
	Iteration 88Q: 3 clusters Score -5501590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -5501588.500000 Penalty: 5207.842773
	Iteration 89Q: 3 clusters Score -5501588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -5501586.500000 Penalty: 5207.842773
	Iteration 90Q: 3 clusters Score -5501586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5501587.000000 Penalty: 5207.842773
	Iteration 91Q: 3 clusters Score -5501587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5501593.000000 Penalty: 5207.842773
	Iteration 92Q: 3 clusters Score -5501593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5501598.000000 Penalty: 5207.842773
	Iteration 93Q: 3 clusters Score -5501598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -5501594.500000 Penalty: 5207.842773
	Iteration 94Q: 3 clusters Score -5501594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5501600.500000 Penalty: 5207.842773
	Iteration 95Q: 3 clusters Score -5501600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -5501607.000000 Penalty: 5207.842773
	Iteration 96Q: 3 clusters Score -5501607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -5501612.000000 Penalty: 5207.842773
	Iteration 97Q: 3 clusters Score -5501612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5501606.500000 Penalty: 5207.842773
	Iteration 98Q: 3 clusters Score -5501606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -5501616.000000 Penalty: 5207.842773
	Iteration 99Q: 3 clusters Score -5501616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -5501613.500000 Penalty: 5207.842773
	Iteration 100F: 3 clusters Score -5501614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5501605.000000 Penalty: 5207.842773
	Iteration 101Q: 3 clusters Score -5501605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -5501601.000000 Penalty: 5207.842773
	Iteration 102Q: 3 clusters Score -5501601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5501597.500000 Penalty: 5207.842773
	Iteration 103Q: 3 clusters Score -5501598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -5501602.500000 Penalty: 5207.842773
	Iteration 104Q: 3 clusters Score -5501602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5501604.500000 Penalty: 5207.842773
	Iteration 105Q: 3 clusters Score -5501604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5501613.000000 Penalty: 5207.842773
	Iteration 106Q: 3 clusters Score -5501613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5501611.500000 Penalty: 5207.842773
	Iteration 107Q: 3 clusters Score -5501612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -5501621.500000 Penalty: 5207.842773
	Iteration 108Q: 3 clusters Score -5501622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -5501620.500000 Penalty: 5207.842773
	Iteration 109Q: 3 clusters Score -5501620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5501629.500000 Penalty: 5207.842773
	Iteration 110Q: 3 clusters Score -5501630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -5501633.000000 Penalty: 5207.842773
	Iteration 111Q: 3 clusters Score -5501633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -5501642.000000 Penalty: 5207.842773
	Iteration 112Q: 3 clusters Score -5501642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5501639.500000 Penalty: 5207.842773
	Iteration 113Q: 3 clusters Score -5501640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5501641.000000 Penalty: 5207.842773
	Iteration 114Q: 3 clusters Score -5501641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5501650.000000 Penalty: 5207.842773
	Iteration 115Q: 3 clusters Score -5501650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5501646.500000 Penalty: 5207.842773
	Iteration 116Q: 3 clusters Score -5501646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5501648.500000 Penalty: 5207.842773
	Iteration 117Q: 3 clusters Score -5501648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5501658.500000 Penalty: 5207.842773
	Iteration 118Q: 3 clusters Score -5501658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5501662.500000 Penalty: 5207.842773
	Iteration 119Q: 3 clusters Score -5501662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5501656.500000 Penalty: 5207.842773
	Iteration 120F: 3 clusters Score -5501656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5501662.500000 Penalty: 5207.842773
	Iteration 121Q: 3 clusters Score -5501662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5501666.000000 Penalty: 5207.842773
	Iteration 122Q: 3 clusters Score -5501666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -5501656.000000 Penalty: 5207.842773
	Iteration 123Q: 3 clusters Score -5501656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5501657.000000 Penalty: 5207.842773
	Iteration 124Q: 3 clusters Score -5501657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5501657.000000 Penalty: 5207.842773
	Iteration 125Q: 3 clusters Score -5501657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -5501664.500000 Penalty: 5207.842773
	Iteration 126Q: 3 clusters Score -5501664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5501667.000000 Penalty: 5207.842773
	Iteration 127Q: 3 clusters Score -5501667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5501673.500000 Penalty: 5207.842773
	Iteration 128Q: 3 clusters Score -5501674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -5501671.500000 Penalty: 5207.842773
	Iteration 129Q: 3 clusters Score -5501672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5501673.500000 Penalty: 5207.842773
	Iteration 130Q: 3 clusters Score -5501674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5501682.500000 Penalty: 5207.842773
	Iteration 131Q: 3 clusters Score -5501682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5501685.500000 Penalty: 5207.842773
	Iteration 132Q: 3 clusters Score -5501686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -5501690.000000 Penalty: 5207.842773
	Iteration 133Q: 3 clusters Score -5501690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -5501687.500000 Penalty: 5207.842773
	Iteration 134Q: 3 clusters Score -5501688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5501683.500000 Penalty: 5207.842773
	Iteration 135Q: 3 clusters Score -5501684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5501683.000000 Penalty: 5207.842773
	Iteration 136Q: 3 clusters Score -5501683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -5501690.500000 Penalty: 5207.842773
	Iteration 137Q: 3 clusters Score -5501690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5501690.500000 Penalty: 5207.842773
	Iteration 138Q: 3 clusters Score -5501690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -5501690.500000 Penalty: 5207.842773
	Iteration 139Q: 3 clusters Score -5501690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5501691.500000 Penalty: 5207.842773
	Iteration 140F: 3 clusters Score -5501692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -5501699.000000 Penalty: 5207.842773
	Iteration 141Q: 3 clusters Score -5501699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5501698.500000 Penalty: 5207.842773
	Iteration 142Q: 3 clusters Score -5501698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5501694.500000 Penalty: 5207.842773
	Iteration 143Q: 3 clusters Score -5501694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5501696.500000 Penalty: 5207.842773
	Iteration 144Q: 3 clusters Score -5501696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5501691.000000 Penalty: 5207.842773
	Iteration 145Q: 3 clusters Score -5501691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5501694.500000 Penalty: 5207.842773
	Iteration 146Q: 3 clusters Score -5501694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5501696.000000 Penalty: 5207.842773
	Iteration 147Q: 3 clusters Score -5501696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -5501695.500000 Penalty: 5207.842773
	Iteration 148Q: 3 clusters Score -5501696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -5501693.000000 Penalty: 5207.842773
	Iteration 149Q: 3 clusters Score -5501693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5501697.000000 Penalty: 5207.842773
	Iteration 150Q: 3 clusters Score -5501697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5501694.500000 Penalty: 5207.842773
	Iteration 151Q: 3 clusters Score -5501694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5501694.500000 Penalty: 5207.842773
	Iteration 152F: 3 clusters Score -5501694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Entering Unmasked Estep 
Score: -2807473.750000 Penalty: 2449.862305
	Iteration 0F: 2 clusters Score -2807474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2793795.000000 Penalty: 4899.724609
	Iteration 0F: 3 clusters Score -2793795 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2798767.000000 Penalty: 4899.724609
	Iteration 1F: 3 clusters Score -2798767 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2799439.750000 Penalty: 4899.724609
	Iteration 2F: 3 clusters Score -2799440 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2800131.500000 Penalty: 4899.724609
	Iteration 3F: 3 clusters Score -2800132 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2800880.250000 Penalty: 4899.724609
	Iteration 4F: 3 clusters Score -2800880 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2801600.750000 Penalty: 4899.724609
	Iteration 5F: 3 clusters Score -2801601 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2802233.500000 Penalty: 4899.724609
	Iteration 6F: 3 clusters Score -2802234 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2802757.000000 Penalty: 4899.724609
	Iteration 7F: 3 clusters Score -2802757 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2803148.250000 Penalty: 4899.724609
	Iteration 8Q: 3 clusters Score -2803148 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2803406.500000 Penalty: 4899.724609
	Iteration 9Q: 3 clusters Score -2803406 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2803602.000000 Penalty: 4899.724609
	Iteration 10Q: 3 clusters Score -2803602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2803786.000000 Penalty: 4899.724609
	Iteration 11Q: 3 clusters Score -2803786 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2804029.500000 Penalty: 4899.724609
	Iteration 12Q: 3 clusters Score -2804030 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2804258.500000 Penalty: 4899.724609
	Iteration 13Q: 3 clusters Score -2804258 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2804525.750000 Penalty: 4899.724609
	Iteration 14Q: 3 clusters Score -2804526 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2804745.750000 Penalty: 4899.724609
	Iteration 15Q: 3 clusters Score -2804746 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2804940.500000 Penalty: 4899.724609
	Iteration 16Q: 3 clusters Score -2804940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2805084.000000 Penalty: 4899.724609
	Iteration 17Q: 3 clusters Score -2805084 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2805217.750000 Penalty: 4899.724609
	Iteration 18Q: 3 clusters Score -2805218 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2805370.500000 Penalty: 4899.724609
	Iteration 19Q: 3 clusters Score -2805370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2805494.250000 Penalty: 4899.724609
	Iteration 20F: 3 clusters Score -2805494 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2805578.500000 Penalty: 4899.724609
	Iteration 21Q: 3 clusters Score -2805578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2805646.500000 Penalty: 4899.724609
	Iteration 22Q: 3 clusters Score -2805646 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2805720.000000 Penalty: 4899.724609
	Iteration 23Q: 3 clusters Score -2805720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2805749.500000 Penalty: 4899.724609
	Iteration 24Q: 3 clusters Score -2805750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2805785.750000 Penalty: 4899.724609
	Iteration 25Q: 3 clusters Score -2805786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2805821.000000 Penalty: 4899.724609
	Iteration 26Q: 3 clusters Score -2805821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2805852.750000 Penalty: 4899.724609
	Iteration 27Q: 3 clusters Score -2805853 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2805881.750000 Penalty: 4899.724609
	Iteration 28Q: 3 clusters Score -2805882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2805900.500000 Penalty: 4899.724609
	Iteration 29Q: 3 clusters Score -2805900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2805920.000000 Penalty: 4899.724609
	Iteration 30Q: 3 clusters Score -2805920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2805931.750000 Penalty: 4899.724609
	Iteration 31Q: 3 clusters Score -2805932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2805938.000000 Penalty: 4899.724609
	Iteration 32Q: 3 clusters Score -2805938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2805953.250000 Penalty: 4899.724609
	Iteration 33Q: 3 clusters Score -2805953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2805960.500000 Penalty: 4899.724609
	Iteration 34Q: 3 clusters Score -2805960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2805981.750000 Penalty: 4899.724609
	Iteration 35Q: 3 clusters Score -2805982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2805991.500000 Penalty: 4899.724609
	Iteration 36Q: 3 clusters Score -2805992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2805999.250000 Penalty: 4899.724609
	Iteration 37Q: 3 clusters Score -2805999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2806001.250000 Penalty: 4899.724609
	Iteration 38Q: 3 clusters Score -2806001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2806009.250000 Penalty: 4899.724609
	Iteration 39Q: 3 clusters Score -2806009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2806019.750000 Penalty: 4899.724609
	Iteration 40F: 3 clusters Score -2806020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2806020.250000 Penalty: 4899.724609
	Iteration 41Q: 3 clusters Score -2806020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2806028.750000 Penalty: 4899.724609
	Iteration 42Q: 3 clusters Score -2806029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2806028.750000 Penalty: 4899.724609
	Iteration 43Q: 3 clusters Score -2806029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2806030.500000 Penalty: 4899.724609
	Iteration 44Q: 3 clusters Score -2806030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2806039.250000 Penalty: 4899.724609
	Iteration 45Q: 3 clusters Score -2806039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2806046.750000 Penalty: 4899.724609
	Iteration 46Q: 3 clusters Score -2806047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2806048.750000 Penalty: 4899.724609
	Iteration 47Q: 3 clusters Score -2806049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2806054.250000 Penalty: 4899.724609
	Iteration 48Q: 3 clusters Score -2806054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2806058.000000 Penalty: 4899.724609
	Iteration 49Q: 3 clusters Score -2806058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2806058.250000 Penalty: 4899.724609
	Iteration 50Q: 3 clusters Score -2806058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2806058.250000 Penalty: 4899.724609
	Iteration 51Q: 3 clusters Score -2806058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2806068.500000 Penalty: 4899.724609
	Iteration 52Q: 3 clusters Score -2806068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2806079.250000 Penalty: 4899.724609
	Iteration 53Q: 3 clusters Score -2806079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2806078.750000 Penalty: 4899.724609
	Iteration 54Q: 3 clusters Score -2806079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2806082.000000 Penalty: 4899.724609
	Iteration 55Q: 3 clusters Score -2806082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2806092.500000 Penalty: 4899.724609
	Iteration 56Q: 3 clusters Score -2806092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2806101.000000 Penalty: 4899.724609
	Iteration 57Q: 3 clusters Score -2806101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2806115.750000 Penalty: 4899.724609
	Iteration 58Q: 3 clusters Score -2806116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2806131.500000 Penalty: 4899.724609
	Iteration 59Q: 3 clusters Score -2806132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2806143.750000 Penalty: 4899.724609
	Iteration 60F: 3 clusters Score -2806144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2806150.500000 Penalty: 4899.724609
	Iteration 61Q: 3 clusters Score -2806150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2806157.000000 Penalty: 4899.724609
	Iteration 62Q: 3 clusters Score -2806157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2806157.750000 Penalty: 4899.724609
	Iteration 63Q: 3 clusters Score -2806158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2806159.000000 Penalty: 4899.724609
	Iteration 64Q: 3 clusters Score -2806159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2806165.250000 Penalty: 4899.724609
	Iteration 65Q: 3 clusters Score -2806165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2806169.000000 Penalty: 4899.724609
	Iteration 66Q: 3 clusters Score -2806169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2806178.500000 Penalty: 4899.724609
	Iteration 67Q: 3 clusters Score -2806178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2806186.250000 Penalty: 4899.724609
	Iteration 68Q: 3 clusters Score -2806186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2806191.750000 Penalty: 4899.724609
	Iteration 69Q: 3 clusters Score -2806192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2806195.750000 Penalty: 4899.724609
	Iteration 70Q: 3 clusters Score -2806196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2806200.250000 Penalty: 4899.724609
	Iteration 71Q: 3 clusters Score -2806200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2806202.500000 Penalty: 4899.724609
	Iteration 72Q: 3 clusters Score -2806202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2806212.500000 Penalty: 4899.724609
	Iteration 73Q: 3 clusters Score -2806212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2806213.750000 Penalty: 4899.724609
	Iteration 74Q: 3 clusters Score -2806214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2806215.500000 Penalty: 4899.724609
	Iteration 75Q: 3 clusters Score -2806216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2806213.750000 Penalty: 4899.724609
	Iteration 76Q: 3 clusters Score -2806214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2806216.500000 Penalty: 4899.724609
	Iteration 77Q: 3 clusters Score -2806216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2806217.750000 Penalty: 4899.724609
	Iteration 78Q: 3 clusters Score -2806218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2806218.750000 Penalty: 4899.724609
	Iteration 79Q: 3 clusters Score -2806219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2806221.500000 Penalty: 4899.724609
	Iteration 80F: 3 clusters Score -2806222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2806224.500000 Penalty: 4899.724609
	Iteration 81Q: 3 clusters Score -2806224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2806224.500000 Penalty: 4899.724609
	Iteration 82Q: 3 clusters Score -2806224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2806224.750000 Penalty: 4899.724609
	Iteration 83Q: 3 clusters Score -2806225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2806222.250000 Penalty: 4899.724609
	Iteration 84Q: 3 clusters Score -2806222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2806224.750000 Penalty: 4899.724609
	Iteration 85Q: 3 clusters Score -2806225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2806232.750000 Penalty: 4899.724609
	Iteration 86Q: 3 clusters Score -2806233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2806233.500000 Penalty: 4899.724609
	Iteration 87Q: 3 clusters Score -2806234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2806231.250000 Penalty: 4899.724609
	Iteration 88Q: 3 clusters Score -2806231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2806231.250000 Penalty: 4899.724609
	Iteration 89Q: 3 clusters Score -2806231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2806233.250000 Penalty: 4899.724609
	Iteration 90Q: 3 clusters Score -2806233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2806233.000000 Penalty: 4899.724609
	Iteration 91Q: 3 clusters Score -2806233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2806232.250000 Penalty: 4899.724609
	Iteration 92Q: 3 clusters Score -2806232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2806235.000000 Penalty: 4899.724609
	Iteration 93Q: 3 clusters Score -2806235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2806239.250000 Penalty: 4899.724609
	Iteration 94Q: 3 clusters Score -2806239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2806249.250000 Penalty: 4899.724609
	Iteration 95Q: 3 clusters Score -2806249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2806251.500000 Penalty: 4899.724609
	Iteration 96Q: 3 clusters Score -2806252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2806259.000000 Penalty: 4899.724609
	Iteration 97Q: 3 clusters Score -2806259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2806259.000000 Penalty: 4899.724609
	Iteration 98Q: 3 clusters Score -2806259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2806265.250000 Penalty: 4899.724609
	Iteration 99Q: 3 clusters Score -2806265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2806268.000000 Penalty: 4899.724609
	Iteration 100F: 3 clusters Score -2806268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2806273.250000 Penalty: 4899.724609
	Iteration 101Q: 3 clusters Score -2806273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2806277.000000 Penalty: 4899.724609
	Iteration 102Q: 3 clusters Score -2806277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2806279.500000 Penalty: 4899.724609
	Iteration 103Q: 3 clusters Score -2806280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2806285.750000 Penalty: 4899.724609
	Iteration 104Q: 3 clusters Score -2806286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2806291.750000 Penalty: 4899.724609
	Iteration 105Q: 3 clusters Score -2806292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2806298.250000 Penalty: 4899.724609
	Iteration 106Q: 3 clusters Score -2806298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2806297.000000 Penalty: 4899.724609
	Iteration 107Q: 3 clusters Score -2806297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2806297.000000 Penalty: 4899.724609
	Iteration 108Q: 3 clusters Score -2806297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2806298.000000 Penalty: 4899.724609
	Iteration 109Q: 3 clusters Score -2806298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2806307.750000 Penalty: 4899.724609
	Iteration 110Q: 3 clusters Score -2806308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2806303.750000 Penalty: 4899.724609
	Iteration 111Q: 3 clusters Score -2806304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2806301.750000 Penalty: 4899.724609
	Iteration 112Q: 3 clusters Score -2806302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2806306.500000 Penalty: 4899.724609
	Iteration 113Q: 3 clusters Score -2806306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2806303.000000 Penalty: 4899.724609
	Iteration 114Q: 3 clusters Score -2806303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2806304.500000 Penalty: 4899.724609
	Iteration 115Q: 3 clusters Score -2806304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2806309.250000 Penalty: 4899.724609
	Iteration 116Q: 3 clusters Score -2806309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2806307.500000 Penalty: 4899.724609
	Iteration 117Q: 3 clusters Score -2806308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2806307.500000 Penalty: 4899.724609
	Iteration 118F: 3 clusters Score -2806308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -283250.875000 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -283250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -280714.468750 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -280714.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281178.500000 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -281178.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -281290.562500 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -281290.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -281352.093750 Penalty: 3730.036377
	Iteration 3Q: 3 clusters Score -281352.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -281384.250000 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -281384.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -281405.437500 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -281405.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281429.875000 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -281429.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -281446.093750 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -281446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281461.718750 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -281461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -281469.250000 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -281469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -281473.906250 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -281473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -281480.468750 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -281480.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -281485.343750 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -281485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -281487.562500 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -281487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -281491.218750 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -281491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -281495.312500 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -281495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -281498.906250 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -281498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -281500.937500 Penalty: 3730.036377
	Iteration 17Q: 3 clusters Score -281500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -281501.843750 Penalty: 3730.036377
	Iteration 18Q: 3 clusters Score -281501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281502.312500 Penalty: 3730.036377
	Iteration 19Q: 3 clusters Score -281502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -281502.656250 Penalty: 3730.036377
	Iteration 20F: 3 clusters Score -281502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -281503.875000 Penalty: 3730.036377
	Iteration 21Q: 3 clusters Score -281503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -281504.625000 Penalty: 3730.036377
	Iteration 22Q: 3 clusters Score -281504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -281504.843750 Penalty: 3730.036377
	Iteration 23Q: 3 clusters Score -281504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281505.343750 Penalty: 3730.036377
	Iteration 24Q: 3 clusters Score -281505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -281507.156250 Penalty: 3730.036377
	Iteration 25Q: 3 clusters Score -281507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281508.187500 Penalty: 3730.036377
	Iteration 26Q: 3 clusters Score -281508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281509.531250 Penalty: 3730.036377
	Iteration 27Q: 3 clusters Score -281509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281510.343750 Penalty: 3730.036377
	Iteration 28Q: 3 clusters Score -281510.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -281510.343750 Penalty: 3730.036377
	Iteration 29F: 3 clusters Score -281510.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -126772.679688 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -126772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -124888.257812 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -124888.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125195.976562 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -125196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125397.445312 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -125397.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125564.062500 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -125564.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125721.492188 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -125721.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -125842.398438 Penalty: 3391.848877
	Iteration 5F: 3 clusters Score -125842.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -125905.914062 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -125905.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -125943.750000 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -125943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -125970.640625 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -125970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -125980.460938 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -125980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -125985.593750 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -125985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125994.937500 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -125994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126003.921875 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -126003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -126010.070312 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -126010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -126012.250000 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -126012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -126016.773438 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -126016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126018.671875 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -126018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126018.671875 Penalty: 3391.848877
	Iteration 17F: 3 clusters Score -126018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104887.804688 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104887.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105225.414062 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105225.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105367.742188 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105367.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -105436.382812 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -105436.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105505.023438 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105561.484375 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105561.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105596.218750 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -105596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105620.757812 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -105620.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105665.500000 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -105665.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105699.390625 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -105699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105729.906250 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -105729.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105754.750000 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -105754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105775.054688 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -105775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -105805.851562 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -105805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105868.523438 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -105868.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106047.882812 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106047.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106174.210938 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106174.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106260.710938 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106260.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106342.414062 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106342.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106374.976562 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -106375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106400.851562 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -106400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106464.929688 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -106464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106500.835938 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -106500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -106534.148438 Penalty: 3321.116211
	Iteration 23Q: 3 clusters Score -106534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106546.109375 Penalty: 3321.116211
	Iteration 24Q: 3 clusters Score -106546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -106565.007812 Penalty: 3321.116211
	Iteration 25Q: 3 clusters Score -106565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -106568.953125 Penalty: 3321.116211
	Iteration 26Q: 3 clusters Score -106569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -106571.890625 Penalty: 3321.116211
	Iteration 27Q: 3 clusters Score -106571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -106571.890625 Penalty: 3321.116211
	Iteration 28F: 3 clusters Score -106571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -1272547.750000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -1272548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1265930.625000 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -1265931 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1267758.000000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -1267758 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1268009.375000 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -1268009 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1268205.500000 Penalty: 4482.439941
	Iteration 3Q: 3 clusters Score -1268206 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1268335.625000 Penalty: 4482.439941
	Iteration 4Q: 3 clusters Score -1268336 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1268428.750000 Penalty: 4482.439941
	Iteration 5Q: 3 clusters Score -1268429 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1268511.875000 Penalty: 4482.439941
	Iteration 6Q: 3 clusters Score -1268512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1268572.875000 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -1268573 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1268633.125000 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -1268633 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1268695.125000 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -1268695 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1268746.875000 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -1268747 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1268785.250000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -1268785 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1268827.250000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -1268827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1268866.000000 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -1268866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1268892.625000 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -1268893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1268917.625000 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -1268918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1268938.250000 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -1268938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1268962.500000 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -1268962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1268976.750000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -1268977 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1269003.375000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -1269003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1269027.250000 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -1269027 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1269057.000000 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -1269057 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1269089.125000 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -1269089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1269118.625000 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -1269119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1269152.625000 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -1269153 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1269196.375000 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -1269196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1269241.875000 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -1269242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1269305.375000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -1269305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1269367.375000 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -1269367 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1269434.500000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -1269434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1269524.125000 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -1269524 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1269614.750000 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -1269615 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1269713.875000 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -1269714 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1269814.500000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -1269814 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1269917.250000 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -1269917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1270015.500000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -1270016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1270120.875000 Penalty: 4482.439941
	Iteration 36Q: 3 clusters Score -1270121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1270226.875000 Penalty: 4482.439941
	Iteration 37Q: 3 clusters Score -1270227 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1270327.000000 Penalty: 4482.439941
	Iteration 38Q: 3 clusters Score -1270327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1270431.125000 Penalty: 4482.439941
	Iteration 39Q: 3 clusters Score -1270431 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1270514.500000 Penalty: 4482.439941
	Iteration 40F: 3 clusters Score -1270514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1270593.375000 Penalty: 4482.439941
	Iteration 41Q: 3 clusters Score -1270593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1270649.625000 Penalty: 4482.439941
	Iteration 42Q: 3 clusters Score -1270650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1270690.750000 Penalty: 4482.439941
	Iteration 43Q: 3 clusters Score -1270691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1270720.500000 Penalty: 4482.439941
	Iteration 44Q: 3 clusters Score -1270720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1270746.625000 Penalty: 4482.439941
	Iteration 45Q: 3 clusters Score -1270747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1270758.250000 Penalty: 4482.439941
	Iteration 46Q: 3 clusters Score -1270758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1270770.500000 Penalty: 4482.439941
	Iteration 47Q: 3 clusters Score -1270770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1270775.500000 Penalty: 4482.439941
	Iteration 48Q: 3 clusters Score -1270776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1270781.250000 Penalty: 4482.439941
	Iteration 49Q: 3 clusters Score -1270781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1270788.125000 Penalty: 4482.439941
	Iteration 50Q: 3 clusters Score -1270788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1270791.750000 Penalty: 4482.439941
	Iteration 51Q: 3 clusters Score -1270792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1270795.500000 Penalty: 4482.439941
	Iteration 52Q: 3 clusters Score -1270796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1270799.250000 Penalty: 4482.439941
	Iteration 53Q: 3 clusters Score -1270799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1270804.875000 Penalty: 4482.439941
	Iteration 54Q: 3 clusters Score -1270805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1270805.625000 Penalty: 4482.439941
	Iteration 55Q: 3 clusters Score -1270806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1270809.375000 Penalty: 4482.439941
	Iteration 56Q: 3 clusters Score -1270809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1270809.375000 Penalty: 4482.439941
	Iteration 57Q: 3 clusters Score -1270809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1270809.375000 Penalty: 4482.439941
	Iteration 58F: 3 clusters Score -1270809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Entering Unmasked Estep 
Score: -2400479.000000 Penalty: 2397.040039
	Iteration 0F: 2 clusters Score -2400479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2389013.500000 Penalty: 4794.080078
	Iteration 0F: 3 clusters Score -2389014 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2392922.500000 Penalty: 4794.080078
	Iteration 1F: 3 clusters Score -2392922 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2393639.750000 Penalty: 4794.080078
	Iteration 2F: 3 clusters Score -2393640 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2394422.750000 Penalty: 4794.080078
	Iteration 3F: 3 clusters Score -2394423 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2395353.500000 Penalty: 4794.080078
	Iteration 4F: 3 clusters Score -2395354 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2396321.500000 Penalty: 4794.080078
	Iteration 5F: 3 clusters Score -2396322 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2397167.750000 Penalty: 4794.080078
	Iteration 6F: 3 clusters Score -2397168 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2397845.750000 Penalty: 4794.080078
	Iteration 7F: 3 clusters Score -2397846 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2398460.000000 Penalty: 4794.080078
	Iteration 8Q: 3 clusters Score -2398460 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2399033.250000 Penalty: 4794.080078
	Iteration 9Q: 3 clusters Score -2399033 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2399456.250000 Penalty: 4794.080078
	Iteration 10Q: 3 clusters Score -2399456 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2399638.000000 Penalty: 4794.080078
	Iteration 11Q: 3 clusters Score -2399638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2399733.500000 Penalty: 4794.080078
	Iteration 12Q: 3 clusters Score -2399734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2399788.250000 Penalty: 4794.080078
	Iteration 13Q: 3 clusters Score -2399788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2399828.250000 Penalty: 4794.080078
	Iteration 14Q: 3 clusters Score -2399828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2399865.250000 Penalty: 4794.080078
	Iteration 15Q: 3 clusters Score -2399865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2399878.750000 Penalty: 4794.080078
	Iteration 16Q: 3 clusters Score -2399879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2399890.250000 Penalty: 4794.080078
	Iteration 17Q: 3 clusters Score -2399890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2399898.250000 Penalty: 4794.080078
	Iteration 18Q: 3 clusters Score -2399898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2399907.750000 Penalty: 4794.080078
	Iteration 19Q: 3 clusters Score -2399908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2399921.250000 Penalty: 4794.080078
	Iteration 20F: 3 clusters Score -2399921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2399940.750000 Penalty: 4794.080078
	Iteration 21Q: 3 clusters Score -2399941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2399945.750000 Penalty: 4794.080078
	Iteration 22Q: 3 clusters Score -2399946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2399953.750000 Penalty: 4794.080078
	Iteration 23Q: 3 clusters Score -2399954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2399956.750000 Penalty: 4794.080078
	Iteration 24Q: 3 clusters Score -2399957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2399962.750000 Penalty: 4794.080078
	Iteration 25Q: 3 clusters Score -2399963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2399964.500000 Penalty: 4794.080078
	Iteration 26Q: 3 clusters Score -2399964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2399967.250000 Penalty: 4794.080078
	Iteration 27Q: 3 clusters Score -2399967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2399964.500000 Penalty: 4794.080078
	Iteration 28Q: 3 clusters Score -2399964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2399965.250000 Penalty: 4794.080078
	Iteration 29Q: 3 clusters Score -2399965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2399965.750000 Penalty: 4794.080078
	Iteration 30Q: 3 clusters Score -2399966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2399968.250000 Penalty: 4794.080078
	Iteration 31Q: 3 clusters Score -2399968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2399973.500000 Penalty: 4794.080078
	Iteration 32Q: 3 clusters Score -2399974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2399978.500000 Penalty: 4794.080078
	Iteration 33Q: 3 clusters Score -2399978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2399978.000000 Penalty: 4794.080078
	Iteration 34Q: 3 clusters Score -2399978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2399978.250000 Penalty: 4794.080078
	Iteration 35Q: 3 clusters Score -2399978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2399978.000000 Penalty: 4794.080078
	Iteration 36Q: 3 clusters Score -2399978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2399975.500000 Penalty: 4794.080078
	Iteration 37Q: 3 clusters Score -2399976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2399977.250000 Penalty: 4794.080078
	Iteration 38Q: 3 clusters Score -2399977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2399977.250000 Penalty: 4794.080078
	Iteration 39F: 3 clusters Score -2399977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (116461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Entering Unmasked Estep 
Score: -17919534.000000 Penalty: 2892.997314
	Iteration 0F: 2 clusters Score -1.791953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -17845614.000000 Penalty: 5785.994629
	Iteration 0F: 3 clusters Score -1.784561e+07 nChanged 55442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -17877870.000000 Penalty: 5785.994629
	Iteration 1F: 3 clusters Score -1.787787e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -17879270.000000 Penalty: 5785.994629
	Iteration 2Q: 3 clusters Score -1.787927e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -17881304.000000 Penalty: 5785.994629
	Iteration 3Q: 3 clusters Score -1.78813e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -17884374.000000 Penalty: 5785.994629
	Iteration 4F: 3 clusters Score -1.788437e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -17888628.000000 Penalty: 5785.994629
	Iteration 5F: 3 clusters Score -1.788863e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -17894504.000000 Penalty: 5785.994629
	Iteration 6F: 3 clusters Score -1.78945e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -17901076.000000 Penalty: 5785.994629
	Iteration 7F: 3 clusters Score -1.790108e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -17906656.000000 Penalty: 5785.994629
	Iteration 8F: 3 clusters Score -1.790666e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -17910384.000000 Penalty: 5785.994629
	Iteration 9Q: 3 clusters Score -1.791038e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -17912268.000000 Penalty: 5785.994629
	Iteration 10Q: 3 clusters Score -1.791227e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -17913666.000000 Penalty: 5785.994629
	Iteration 11Q: 3 clusters Score -1.791367e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -17914854.000000 Penalty: 5785.994629
	Iteration 12Q: 3 clusters Score -1.791485e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -17915764.000000 Penalty: 5785.994629
	Iteration 13Q: 3 clusters Score -1.791576e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -17916644.000000 Penalty: 5785.994629
	Iteration 14Q: 3 clusters Score -1.791664e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -17917270.000000 Penalty: 5785.994629
	Iteration 15Q: 3 clusters Score -1.791727e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -17917914.000000 Penalty: 5785.994629
	Iteration 16Q: 3 clusters Score -1.791791e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -17918412.000000 Penalty: 5785.994629
	Iteration 17Q: 3 clusters Score -1.791841e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 103325 members 
Entering Unmasked Estep 
Score: -17918848.000000 Penalty: 5785.994629
	Iteration 18Q: 3 clusters Score -1.791885e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -17919038.000000 Penalty: 5785.994629
	Iteration 19Q: 3 clusters Score -1.791904e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -17919142.000000 Penalty: 5785.994629
	Iteration 20F: 3 clusters Score -1.791914e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -17919182.000000 Penalty: 5785.994629
	Iteration 21Q: 3 clusters Score -1.791918e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -17919184.000000 Penalty: 5785.994629
	Iteration 22Q: 3 clusters Score -1.791918e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -17919080.000000 Penalty: 5785.994629
	Iteration 23Q: 3 clusters Score -1.791908e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -17919054.000000 Penalty: 5785.994629
	Iteration 24Q: 3 clusters Score -1.791905e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -17918960.000000 Penalty: 5785.994629
	Iteration 25Q: 3 clusters Score -1.791896e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -17918954.000000 Penalty: 5785.994629
	Iteration 26Q: 3 clusters Score -1.791895e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 111216 members 
Entering Unmasked Estep 
Score: -17918906.000000 Penalty: 5785.994629
	Iteration 27Q: 3 clusters Score -1.791891e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 111653 members 
Entering Unmasked Estep 
Score: -17918916.000000 Penalty: 5785.994629
	Iteration 28Q: 3 clusters Score -1.791892e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -17918842.000000 Penalty: 5785.994629
	Iteration 29Q: 3 clusters Score -1.791884e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -17918852.000000 Penalty: 5785.994629
	Iteration 30Q: 3 clusters Score -1.791885e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 112630 members 
Entering Unmasked Estep 
Score: -17918838.000000 Penalty: 5785.994629
	Iteration 31Q: 3 clusters Score -1.791884e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -17918844.000000 Penalty: 5785.994629
	Iteration 32Q: 3 clusters Score -1.791884e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -17918864.000000 Penalty: 5785.994629
	Iteration 33Q: 3 clusters Score -1.791886e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 113265 members 
Entering Unmasked Estep 
Score: -17918836.000000 Penalty: 5785.994629
	Iteration 34Q: 3 clusters Score -1.791884e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 113424 members 
Entering Unmasked Estep 
Score: -17918790.000000 Penalty: 5785.994629
	Iteration 35Q: 3 clusters Score -1.791879e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -17918744.000000 Penalty: 5785.994629
	Iteration 36Q: 3 clusters Score -1.791874e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 113670 members 
Entering Unmasked Estep 
Score: -17918706.000000 Penalty: 5785.994629
	Iteration 37Q: 3 clusters Score -1.791871e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 113764 members 
Entering Unmasked Estep 
Score: -17918644.000000 Penalty: 5785.994629
	Iteration 38Q: 3 clusters Score -1.791864e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -17918650.000000 Penalty: 5785.994629
	Iteration 39Q: 3 clusters Score -1.791865e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -17918630.000000 Penalty: 5785.994629
	Iteration 40F: 3 clusters Score -1.791863e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -17918598.000000 Penalty: 5785.994629
	Iteration 41Q: 3 clusters Score -1.79186e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -17918584.000000 Penalty: 5785.994629
	Iteration 42Q: 3 clusters Score -1.791858e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -17918580.000000 Penalty: 5785.994629
	Iteration 43Q: 3 clusters Score -1.791858e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 114113 members 
Entering Unmasked Estep 
Score: -17918582.000000 Penalty: 5785.994629
	Iteration 44Q: 3 clusters Score -1.791858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -17918568.000000 Penalty: 5785.994629
	Iteration 45Q: 3 clusters Score -1.791857e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -17918564.000000 Penalty: 5785.994629
	Iteration 46Q: 3 clusters Score -1.791856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -17918540.000000 Penalty: 5785.994629
	Iteration 47Q: 3 clusters Score -1.791854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -17918514.000000 Penalty: 5785.994629
	Iteration 48Q: 3 clusters Score -1.791851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -17918510.000000 Penalty: 5785.994629
	Iteration 49Q: 3 clusters Score -1.791851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -17918504.000000 Penalty: 5785.994629
	Iteration 50Q: 3 clusters Score -1.79185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -17918494.000000 Penalty: 5785.994629
	Iteration 51Q: 3 clusters Score -1.791849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -17918478.000000 Penalty: 5785.994629
	Iteration 52Q: 3 clusters Score -1.791848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -17918488.000000 Penalty: 5785.994629
	Iteration 53Q: 3 clusters Score -1.791849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 114318 members 
Entering Unmasked Estep 
Score: -17918462.000000 Penalty: 5785.994629
	Iteration 54Q: 3 clusters Score -1.791846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -17918468.000000 Penalty: 5785.994629
	Iteration 55Q: 3 clusters Score -1.791847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -17918490.000000 Penalty: 5785.994629
	Iteration 56Q: 3 clusters Score -1.791849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 114351 members 
Entering Unmasked Estep 
Score: -17918494.000000 Penalty: 5785.994629
	Iteration 57Q: 3 clusters Score -1.791849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -17918466.000000 Penalty: 5785.994629
	Iteration 58Q: 3 clusters Score -1.791847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -17918482.000000 Penalty: 5785.994629
	Iteration 59Q: 3 clusters Score -1.791848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -17918470.000000 Penalty: 5785.994629
	Iteration 60F: 3 clusters Score -1.791847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 114376 members 
Entering Unmasked Estep 
Score: -17918470.000000 Penalty: 5785.994629
	Iteration 61Q: 3 clusters Score -1.791847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -17918494.000000 Penalty: 5785.994629
	Iteration 62Q: 3 clusters Score -1.791849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -17918488.000000 Penalty: 5785.994629
	Iteration 63Q: 3 clusters Score -1.791849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -17918490.000000 Penalty: 5785.994629
	Iteration 64Q: 3 clusters Score -1.791849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -17918494.000000 Penalty: 5785.994629
	Iteration 65Q: 3 clusters Score -1.791849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -17918486.000000 Penalty: 5785.994629
	Iteration 66Q: 3 clusters Score -1.791849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -17918490.000000 Penalty: 5785.994629
	Iteration 67Q: 3 clusters Score -1.791849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -17918496.000000 Penalty: 5785.994629
	Iteration 68Q: 3 clusters Score -1.79185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -17918486.000000 Penalty: 5785.994629
	Iteration 69Q: 3 clusters Score -1.791849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -17918476.000000 Penalty: 5785.994629
	Iteration 70Q: 3 clusters Score -1.791848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -17918474.000000 Penalty: 5785.994629
	Iteration 71Q: 3 clusters Score -1.791847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 114427 members 
Entering Unmasked Estep 
Score: -17918468.000000 Penalty: 5785.994629
	Iteration 72Q: 3 clusters Score -1.791847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 114431 members 
Entering Unmasked Estep 
Score: -17918452.000000 Penalty: 5785.994629
	Iteration 73Q: 3 clusters Score -1.791845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 114439 members 
Entering Unmasked Estep 
Score: -17918462.000000 Penalty: 5785.994629
	Iteration 74Q: 3 clusters Score -1.791846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -17918464.000000 Penalty: 5785.994629
	Iteration 75Q: 3 clusters Score -1.791846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -17918450.000000 Penalty: 5785.994629
	Iteration 76Q: 3 clusters Score -1.791845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 114489 members 
Entering Unmasked Estep 
Score: -17918452.000000 Penalty: 5785.994629
	Iteration 77Q: 3 clusters Score -1.791845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 114501 members 
Entering Unmasked Estep 
Score: -17918430.000000 Penalty: 5785.994629
	Iteration 78Q: 3 clusters Score -1.791843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -17918424.000000 Penalty: 5785.994629
	Iteration 79Q: 3 clusters Score -1.791842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -17918406.000000 Penalty: 5785.994629
	Iteration 80F: 3 clusters Score -1.791841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 114543 members 
Entering Unmasked Estep 
Score: -17918408.000000 Penalty: 5785.994629
	Iteration 81Q: 3 clusters Score -1.791841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -17918428.000000 Penalty: 5785.994629
	Iteration 82Q: 3 clusters Score -1.791843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -17918408.000000 Penalty: 5785.994629
	Iteration 83Q: 3 clusters Score -1.791841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 114564 members 
Entering Unmasked Estep 
Score: -17918422.000000 Penalty: 5785.994629
	Iteration 84Q: 3 clusters Score -1.791842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -17918428.000000 Penalty: 5785.994629
	Iteration 85Q: 3 clusters Score -1.791843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 114574 members 
Entering Unmasked Estep 
Score: -17918418.000000 Penalty: 5785.994629
	Iteration 86Q: 3 clusters Score -1.791842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 114579 members 
Entering Unmasked Estep 
Score: -17918434.000000 Penalty: 5785.994629
	Iteration 87Q: 3 clusters Score -1.791843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -17918416.000000 Penalty: 5785.994629
	Iteration 88Q: 3 clusters Score -1.791842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 114594 members 
Entering Unmasked Estep 
Score: -17918404.000000 Penalty: 5785.994629
	Iteration 89Q: 3 clusters Score -1.79184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -17918402.000000 Penalty: 5785.994629
	Iteration 90Q: 3 clusters Score -1.79184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -17918392.000000 Penalty: 5785.994629
	Iteration 91Q: 3 clusters Score -1.791839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 114603 members 
Entering Unmasked Estep 
Score: -17918402.000000 Penalty: 5785.994629
	Iteration 92Q: 3 clusters Score -1.79184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -17918396.000000 Penalty: 5785.994629
	Iteration 93Q: 3 clusters Score -1.79184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 114605 members 
Entering Unmasked Estep 
Score: -17918382.000000 Penalty: 5785.994629
	Iteration 94Q: 3 clusters Score -1.791838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -17918398.000000 Penalty: 5785.994629
	Iteration 95Q: 3 clusters Score -1.79184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -17918398.000000 Penalty: 5785.994629
	Iteration 96F: 3 clusters Score -1.79184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -322029.281250 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -322029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319136.343750 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -319136.3 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -319809.281250 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -319809.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -320064.531250 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -320064.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -320285.656250 Penalty: 3884.678955
	Iteration 3F: 3 clusters Score -320285.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -320500.031250 Penalty: 3884.678955
	Iteration 4F: 3 clusters Score -320500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -320703.656250 Penalty: 3884.678955
	Iteration 5F: 3 clusters Score -320703.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -320862.031250 Penalty: 3884.678955
	Iteration 6F: 3 clusters Score -320862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -320971.000000 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -320971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -321043.375000 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -321043.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321080.843750 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -321080.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321111.968750 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -321112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -321156.656250 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -321156.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321181.906250 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -321181.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -321195.593750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -321195.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -321202.500000 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -321202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321205.593750 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -321205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -321208.593750 Penalty: 3884.678955
	Iteration 16Q: 3 clusters Score -321208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321209.593750 Penalty: 3884.678955
	Iteration 17Q: 3 clusters Score -321209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -321211.656250 Penalty: 3884.678955
	Iteration 18Q: 3 clusters Score -321211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -321213.500000 Penalty: 3884.678955
	Iteration 19Q: 3 clusters Score -321213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -321213.500000 Penalty: 3884.678955
	Iteration 20F: 3 clusters Score -321213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -291616.093750 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -291616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -288950.593750 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -288950.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -289474.593750 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -289474.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -289670.781250 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -289670.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -289824.468750 Penalty: 3768.557373
	Iteration 3F: 3 clusters Score -289824.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289960.437500 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -289960.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290101.875000 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -290101.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -290243.406250 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -290243.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290388.187500 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -290388.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -290475.625000 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -290475.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290544.125000 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -290544.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290595.250000 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -290595.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290627.937500 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -290627.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -290669.093750 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -290669.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -290692.500000 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -290692.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -290707.187500 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -290707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290715.031250 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -290715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290725.937500 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -290725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290735.625000 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -290735.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -290744.468750 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -290744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -290748.312500 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -290748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290753.750000 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -290753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -290760.656250 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -290760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290765.156250 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -290765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290769.375000 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -290769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290775.937500 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -290775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290785.656250 Penalty: 3768.557373
	Iteration 25Q: 3 clusters Score -290785.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -290794.718750 Penalty: 3768.557373
	Iteration 26Q: 3 clusters Score -290794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290806.468750 Penalty: 3768.557373
	Iteration 27Q: 3 clusters Score -290806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290812.812500 Penalty: 3768.557373
	Iteration 28Q: 3 clusters Score -290812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290820.750000 Penalty: 3768.557373
	Iteration 29Q: 3 clusters Score -290820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290832.625000 Penalty: 3768.557373
	Iteration 30Q: 3 clusters Score -290832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -290838.093750 Penalty: 3768.557373
	Iteration 31Q: 3 clusters Score -290838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290839.500000 Penalty: 3768.557373
	Iteration 32Q: 3 clusters Score -290839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -290841.000000 Penalty: 3768.557373
	Iteration 33Q: 3 clusters Score -290841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290841.468750 Penalty: 3768.557373
	Iteration 34Q: 3 clusters Score -290841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290841.468750 Penalty: 3768.557373
	Iteration 35F: 3 clusters Score -290841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -641918.625000 Penalty: 2089.473633
	Iteration 0F: 2 clusters Score -641918.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -637697.125000 Penalty: 4178.947266
	Iteration 0F: 3 clusters Score -637697.1 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -638745.562500 Penalty: 4178.947266
	Iteration 1F: 3 clusters Score -638745.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -638991.812500 Penalty: 4178.947266
	Iteration 2F: 3 clusters Score -638991.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -639130.937500 Penalty: 4178.947266
	Iteration 3F: 3 clusters Score -639130.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -639234.312500 Penalty: 4178.947266
	Iteration 4Q: 3 clusters Score -639234.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -639321.812500 Penalty: 4178.947266
	Iteration 5Q: 3 clusters Score -639321.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -639420.250000 Penalty: 4178.947266
	Iteration 6Q: 3 clusters Score -639420.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -639529.250000 Penalty: 4178.947266
	Iteration 7Q: 3 clusters Score -639529.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -639636.937500 Penalty: 4178.947266
	Iteration 8Q: 3 clusters Score -639636.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -639759.750000 Penalty: 4178.947266
	Iteration 9Q: 3 clusters Score -639759.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -639903.062500 Penalty: 4178.947266
	Iteration 10Q: 3 clusters Score -639903.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -640067.250000 Penalty: 4178.947266
	Iteration 11Q: 3 clusters Score -640067.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -640201.625000 Penalty: 4178.947266
	Iteration 12Q: 3 clusters Score -640201.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -640300.312500 Penalty: 4178.947266
	Iteration 13Q: 3 clusters Score -640300.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -640369.562500 Penalty: 4178.947266
	Iteration 14Q: 3 clusters Score -640369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -640427.062500 Penalty: 4178.947266
	Iteration 15Q: 3 clusters Score -640427.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -640467.625000 Penalty: 4178.947266
	Iteration 16Q: 3 clusters Score -640467.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -640495.187500 Penalty: 4178.947266
	Iteration 17Q: 3 clusters Score -640495.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -640523.312500 Penalty: 4178.947266
	Iteration 18Q: 3 clusters Score -640523.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -640542.812500 Penalty: 4178.947266
	Iteration 19Q: 3 clusters Score -640542.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -640552.687500 Penalty: 4178.947266
	Iteration 20F: 3 clusters Score -640552.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -640564.187500 Penalty: 4178.947266
	Iteration 21Q: 3 clusters Score -640564.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -640572.687500 Penalty: 4178.947266
	Iteration 22Q: 3 clusters Score -640572.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -640574.625000 Penalty: 4178.947266
	Iteration 23Q: 3 clusters Score -640574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -640577.687500 Penalty: 4178.947266
	Iteration 24Q: 3 clusters Score -640577.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -640580.687500 Penalty: 4178.947266
	Iteration 25Q: 3 clusters Score -640580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -640581.375000 Penalty: 4178.947266
	Iteration 26Q: 3 clusters Score -640581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -640582.187500 Penalty: 4178.947266
	Iteration 27Q: 3 clusters Score -640582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -640583.750000 Penalty: 4178.947266
	Iteration 28Q: 3 clusters Score -640583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -640583.750000 Penalty: 4178.947266
	Iteration 29F: 3 clusters Score -640583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20751.722656 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20751.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19848.888672 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19848.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20022.882812 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -20022.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20058.976562 Penalty: 2570.164795
	Iteration 2F: 3 clusters Score -20058.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20066.802734 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -20066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20085.269531 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -20085.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20114.898438 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -20114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20141.488281 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -20141.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20183.939453 Penalty: 2570.164795
	Iteration 7Q: 3 clusters Score -20183.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20198.312500 Penalty: 2570.164795
	Iteration 8Q: 3 clusters Score -20198.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20202.955078 Penalty: 2570.164795
	Iteration 9Q: 3 clusters Score -20202.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20202.955078 Penalty: 2570.164795
	Iteration 10F: 3 clusters Score -20202.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66369.914062 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66369.91 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66680.007812 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66680.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66806.835938 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66806.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66938.437500 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -66938.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67002.843750 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -67002.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67072.796875 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -67072.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67230.843750 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -67230.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67474.500000 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -67474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67554.703125 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67554.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67612.796875 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67635.328125 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67635.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -67656.343750 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -67656.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -67663.632812 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -67663.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -67667.875000 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -67667.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -67669.445312 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -67669.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -67671.937500 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -67671.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67676.773438 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -67676.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67676.773438 Penalty: 3099.029297
	Iteration 17F: 3 clusters Score -67676.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8264.708008 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8264.708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8316.372070 Penalty: 2269.056641
	Iteration 1Q: 3 clusters Score -8316.372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8316.372070 Penalty: 2269.056641
	Iteration 2F: 3 clusters Score -8316.372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58902.972656 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58902.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59088.562500 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59088.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59151.195312 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59184.066406 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59184.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59223.980469 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59223.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59256.628906 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59256.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59274.667969 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59274.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59288.398438 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -59288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59293.984375 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -59293.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59306.183594 Penalty: 3013.371582
	Iteration 9Q: 3 clusters Score -59306.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59323.121094 Penalty: 3013.371582
	Iteration 10Q: 3 clusters Score -59323.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59340.296875 Penalty: 3013.371582
	Iteration 11Q: 3 clusters Score -59340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59349.039062 Penalty: 3013.371582
	Iteration 12Q: 3 clusters Score -59349.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59350.453125 Penalty: 3013.371582
	Iteration 13Q: 3 clusters Score -59350.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59350.453125 Penalty: 3013.371582
	Iteration 14F: 3 clusters Score -59350.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -93569.781250 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -93569.78 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 395 members 
Entering Unmasked Estep 
Score: -91876.960938 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -91876.96 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92393.445312 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -92393.45 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92649.054688 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -92649.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92839.585938 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -92839.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93000.898438 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -93000.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -93146.179688 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -93146.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93268.562500 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -93268.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93372.132812 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -93372.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93427.671875 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -93427.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93478.335938 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -93478.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -93510.843750 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -93510.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93530.484375 Penalty: 3323.562744
	Iteration 11Q: 3 clusters Score -93530.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93562.617188 Penalty: 3323.562744
	Iteration 12Q: 3 clusters Score -93562.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93574.585938 Penalty: 3323.562744
	Iteration 13Q: 3 clusters Score -93574.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93574.585938 Penalty: 3323.562744
	Iteration 14F: 3 clusters Score -93574.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36962 members 
Mstep: Class 11 contains 168120 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107700 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15764 members 
Mstep: Class 30 contains 116461 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 413 members 
Entering Unmasked Estep 
Score: -104170288.000000 Penalty: 130140.156250
Splitting cluster 38 changes total score from -104171944.000000 to -104170288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36962 members 
Mstep: Class 11 contains 168120 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107700 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15764 members 
Mstep: Class 30 contains 116461 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171952.000000 Penalty: 126803.226562
Iteration 359Q: 39 clusters Score -1.04172e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15443 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36943 members 
Mstep: Class 11 contains 168134 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107724 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8090 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36302 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15763 members 
Mstep: Class 30 contains 116445 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171944.000000 Penalty: 126803.226562
Iteration 360F: 39 clusters Score -1.041719e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25351 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10748 members 
Mstep: Class 7 contains 15449 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 168164 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4764 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107724 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36299 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15761 members 
Mstep: Class 30 contains 116419 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171904.000000 Penalty: 126803.226562
Iteration 361Q: 39 clusters Score -1.041719e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15454 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36919 members 
Mstep: Class 11 contains 168174 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 107705 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36294 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15759 members 
Mstep: Class 30 contains 116441 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171984.000000 Penalty: 126803.226562
Iteration 362Q: 39 clusters Score -1.04172e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15453 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36909 members 
Mstep: Class 11 contains 168189 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107685 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36288 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15757 members 
Mstep: Class 30 contains 116466 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171992.000000 Penalty: 126803.226562
Iteration 363Q: 39 clusters Score -1.04172e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25355 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15456 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 168208 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4765 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107665 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36281 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15757 members 
Mstep: Class 30 contains 116476 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171936.000000 Penalty: 126803.226562
Iteration 364Q: 39 clusters Score -1.041719e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25358 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36893 members 
Mstep: Class 11 contains 168245 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107640 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36270 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116479 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171888.000000 Penalty: 126803.226562
Iteration 365Q: 39 clusters Score -1.041719e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25357 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36887 members 
Mstep: Class 11 contains 168273 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107623 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36264 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8411 members 
Mstep: Class 29 contains 15753 members 
Mstep: Class 30 contains 116478 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171840.000000 Penalty: 126803.226562
Iteration 366Q: 39 clusters Score -1.041718e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25360 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36878 members 
Mstep: Class 11 contains 168327 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4768 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107595 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36252 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8411 members 
Mstep: Class 29 contains 15752 members 
Mstep: Class 30 contains 116471 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171816.000000 Penalty: 126803.226562
Iteration 367Q: 39 clusters Score -1.041718e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25363 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15461 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 168355 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107579 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36243 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15758 members 
Mstep: Class 30 contains 116471 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171904.000000 Penalty: 126803.226562
Iteration 368Q: 39 clusters Score -1.041719e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25367 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36864 members 
Mstep: Class 11 contains 168394 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2025 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107528 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36238 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15755 members 
Mstep: Class 30 contains 116491 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171976.000000 Penalty: 126803.226562
Iteration 369Q: 39 clusters Score -1.04172e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25369 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10753 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 168441 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107517 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36232 members 
Mstep: Class 24 contains 19502 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116480 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104171960.000000 Penalty: 126803.226562
Iteration 370Q: 39 clusters Score -1.04172e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25376 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15461 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36830 members 
Mstep: Class 11 contains 168489 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40628 members 
Mstep: Class 17 contains 107504 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8078 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36229 members 
Mstep: Class 24 contains 19502 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116464 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172096.000000 Penalty: 126803.226562
Iteration 371Q: 39 clusters Score -1.041721e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25378 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36817 members 
Mstep: Class 11 contains 168509 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107506 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36227 members 
Mstep: Class 24 contains 19501 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116449 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172056.000000 Penalty: 126803.226562
Iteration 372Q: 39 clusters Score -1.041721e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25382 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36803 members 
Mstep: Class 11 contains 168545 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40630 members 
Mstep: Class 17 contains 107500 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36222 members 
Mstep: Class 24 contains 19501 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15756 members 
Mstep: Class 30 contains 116425 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172184.000000 Penalty: 126803.226562
Iteration 373Q: 39 clusters Score -1.041722e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25390 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15473 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36786 members 
Mstep: Class 11 contains 168576 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 107508 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36221 members 
Mstep: Class 24 contains 19502 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15757 members 
Mstep: Class 30 contains 116389 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172168.000000 Penalty: 126803.226562
Iteration 374Q: 39 clusters Score -1.041722e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25394 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15478 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36769 members 
Mstep: Class 11 contains 168592 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40631 members 
Mstep: Class 17 contains 107521 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36219 members 
Mstep: Class 24 contains 19503 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15757 members 
Mstep: Class 30 contains 116369 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172184.000000 Penalty: 126803.226562
Iteration 375Q: 39 clusters Score -1.041722e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25397 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36751 members 
Mstep: Class 11 contains 168629 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107548 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36217 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15755 members 
Mstep: Class 30 contains 116324 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172344.000000 Penalty: 126803.226562
Iteration 376Q: 39 clusters Score -1.041723e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25396 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36737 members 
Mstep: Class 11 contains 168647 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 107576 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36217 members 
Mstep: Class 24 contains 19503 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15759 members 
Mstep: Class 30 contains 116289 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172320.000000 Penalty: 126803.226562
Iteration 377Q: 39 clusters Score -1.041723e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25400 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15481 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36719 members 
Mstep: Class 11 contains 168702 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107556 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36216 members 
Mstep: Class 24 contains 19504 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 15760 members 
Mstep: Class 30 contains 116274 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172272.000000 Penalty: 126803.226562
Iteration 378Q: 39 clusters Score -1.041723e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25398 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36699 members 
Mstep: Class 11 contains 168739 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 107580 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8074 members 
Mstep: Class 21 contains 13789 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 19506 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15760 members 
Mstep: Class 30 contains 116239 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172304.000000 Penalty: 126803.226562
Iteration 379Q: 39 clusters Score -1.041723e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25401 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15480 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36689 members 
Mstep: Class 11 contains 168777 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 107567 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36201 members 
Mstep: Class 24 contains 19507 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15756 members 
Mstep: Class 30 contains 116233 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172424.000000 Penalty: 126803.226562
Iteration 380F: 39 clusters Score -1.041724e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15477 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36678 members 
Mstep: Class 11 contains 168819 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 107561 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36199 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116214 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172424.000000 Penalty: 126803.226562
Iteration 381Q: 39 clusters Score -1.041724e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25403 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36665 members 
Mstep: Class 11 contains 168858 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4771 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107546 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36198 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15754 members 
Mstep: Class 30 contains 116202 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172480.000000 Penalty: 126803.226562
Iteration 382Q: 39 clusters Score -1.041725e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10752 members 
Mstep: Class 7 contains 15479 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36649 members 
Mstep: Class 11 contains 168885 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 107531 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36196 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15757 members 
Mstep: Class 30 contains 116193 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172784.000000 Penalty: 126803.226562
Iteration 383Q: 39 clusters Score -1.041728e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 15482 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36642 members 
Mstep: Class 11 contains 168915 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 107511 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36193 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15756 members 
Mstep: Class 30 contains 116192 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172720.000000 Penalty: 126803.226562
Iteration 384Q: 39 clusters Score -1.041727e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25409 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15485 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36628 members 
Mstep: Class 11 contains 168953 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40623 members 
Mstep: Class 17 contains 107501 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36187 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15759 members 
Mstep: Class 30 contains 116176 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172728.000000 Penalty: 126803.226562
Iteration 385Q: 39 clusters Score -1.041727e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25407 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15491 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36610 members 
Mstep: Class 11 contains 169008 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40622 members 
Mstep: Class 17 contains 107484 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36187 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15760 members 
Mstep: Class 30 contains 116157 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172704.000000 Penalty: 126803.226562
Iteration 386Q: 39 clusters Score -1.041727e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36603 members 
Mstep: Class 11 contains 169029 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40620 members 
Mstep: Class 17 contains 107474 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36187 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15763 members 
Mstep: Class 30 contains 116147 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172808.000000 Penalty: 126803.226562
Iteration 387Q: 39 clusters Score -1.041728e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10750 members 
Mstep: Class 7 contains 15501 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36590 members 
Mstep: Class 11 contains 169075 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40619 members 
Mstep: Class 17 contains 107452 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36186 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15765 members 
Mstep: Class 30 contains 116134 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172920.000000 Penalty: 126803.226562
Iteration 388Q: 39 clusters Score -1.041729e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36579 members 
Mstep: Class 11 contains 169119 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40616 members 
Mstep: Class 17 contains 107431 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36183 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 116121 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104172912.000000 Penalty: 126803.226562
Iteration 389Q: 39 clusters Score -1.041729e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36570 members 
Mstep: Class 11 contains 169146 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 17 contains 107421 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36180 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 116115 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173168.000000 Penalty: 126803.226562
Iteration 390Q: 39 clusters Score -1.041732e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25407 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36567 members 
Mstep: Class 11 contains 169179 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40614 members 
Mstep: Class 17 contains 107415 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8070 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36177 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15766 members 
Mstep: Class 30 contains 116101 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173136.000000 Penalty: 126803.226562
Iteration 391Q: 39 clusters Score -1.041731e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36553 members 
Mstep: Class 11 contains 169222 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40610 members 
Mstep: Class 17 contains 107384 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8070 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36174 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15765 members 
Mstep: Class 30 contains 116109 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173136.000000 Penalty: 126803.226562
Iteration 392Q: 39 clusters Score -1.041731e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25403 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36537 members 
Mstep: Class 11 contains 169251 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40609 members 
Mstep: Class 17 contains 107400 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36176 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15766 members 
Mstep: Class 30 contains 116076 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 4563 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173120.000000 Penalty: 126803.226562
Iteration 393Q: 39 clusters Score -1.041731e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36522 members 
Mstep: Class 11 contains 169295 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40608 members 
Mstep: Class 17 contains 107390 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36176 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15766 members 
Mstep: Class 30 contains 116061 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1991 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173128.000000 Penalty: 126803.226562
Iteration 394Q: 39 clusters Score -1.041731e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25400 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36515 members 
Mstep: Class 11 contains 169337 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40607 members 
Mstep: Class 17 contains 107347 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8070 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36175 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15766 members 
Mstep: Class 30 contains 116065 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173232.000000 Penalty: 126803.226562
Iteration 395Q: 39 clusters Score -1.041732e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15518 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36511 members 
Mstep: Class 11 contains 169368 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40607 members 
Mstep: Class 17 contains 107309 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36177 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 116063 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173280.000000 Penalty: 126803.226562
Iteration 396Q: 39 clusters Score -1.041733e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15517 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36506 members 
Mstep: Class 11 contains 169393 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40606 members 
Mstep: Class 17 contains 107287 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36174 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 116067 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173264.000000 Penalty: 126803.226562
Iteration 397Q: 39 clusters Score -1.041733e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36498 members 
Mstep: Class 11 contains 169408 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107281 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36171 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 116071 members 
Mstep: Class 31 contains 2520 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173240.000000 Penalty: 126803.226562
Iteration 398Q: 39 clusters Score -1.041732e+08 nChanged 237
Entering ConstructFrom: 
Score: -104173240.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Entering Unmasked Estep 
Score: -2324992.250000 Penalty: 2391.278809
	Iteration 0F: 2 clusters Score -2324992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2313787.250000 Penalty: 4782.557617
	Iteration 0F: 3 clusters Score -2313787 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2317356.500000 Penalty: 4782.557617
	Iteration 1F: 3 clusters Score -2317356 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2317839.750000 Penalty: 4782.557617
	Iteration 2F: 3 clusters Score -2317840 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2318445.250000 Penalty: 4782.557617
	Iteration 3F: 3 clusters Score -2318445 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2319143.750000 Penalty: 4782.557617
	Iteration 4F: 3 clusters Score -2319144 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2319736.250000 Penalty: 4782.557617
	Iteration 5F: 3 clusters Score -2319736 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2320312.000000 Penalty: 4782.557617
	Iteration 6F: 3 clusters Score -2320312 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2320911.500000 Penalty: 4782.557617
	Iteration 7F: 3 clusters Score -2320912 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2321474.500000 Penalty: 4782.557617
	Iteration 8F: 3 clusters Score -2321474 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2321974.250000 Penalty: 4782.557617
	Iteration 9F: 3 clusters Score -2321974 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2322418.750000 Penalty: 4782.557617
	Iteration 10Q: 3 clusters Score -2322419 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2322826.000000 Penalty: 4782.557617
	Iteration 11Q: 3 clusters Score -2322826 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2323188.250000 Penalty: 4782.557617
	Iteration 12Q: 3 clusters Score -2323188 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2323432.000000 Penalty: 4782.557617
	Iteration 13Q: 3 clusters Score -2323432 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2323618.750000 Penalty: 4782.557617
	Iteration 14Q: 3 clusters Score -2323619 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2323768.500000 Penalty: 4782.557617
	Iteration 15Q: 3 clusters Score -2323768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2323907.750000 Penalty: 4782.557617
	Iteration 16Q: 3 clusters Score -2323908 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2324010.500000 Penalty: 4782.557617
	Iteration 17Q: 3 clusters Score -2324010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2324064.500000 Penalty: 4782.557617
	Iteration 18Q: 3 clusters Score -2324064 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2324110.750000 Penalty: 4782.557617
	Iteration 19Q: 3 clusters Score -2324111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2324135.250000 Penalty: 4782.557617
	Iteration 20F: 3 clusters Score -2324135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2324172.500000 Penalty: 4782.557617
	Iteration 21Q: 3 clusters Score -2324172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2324191.250000 Penalty: 4782.557617
	Iteration 22Q: 3 clusters Score -2324191 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2324208.750000 Penalty: 4782.557617
	Iteration 23Q: 3 clusters Score -2324209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2324218.000000 Penalty: 4782.557617
	Iteration 24Q: 3 clusters Score -2324218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2324230.750000 Penalty: 4782.557617
	Iteration 25Q: 3 clusters Score -2324231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2324241.250000 Penalty: 4782.557617
	Iteration 26Q: 3 clusters Score -2324241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2324248.750000 Penalty: 4782.557617
	Iteration 27Q: 3 clusters Score -2324249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2324249.750000 Penalty: 4782.557617
	Iteration 28Q: 3 clusters Score -2324250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2324251.250000 Penalty: 4782.557617
	Iteration 29Q: 3 clusters Score -2324251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2324252.250000 Penalty: 4782.557617
	Iteration 30Q: 3 clusters Score -2324252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2324258.000000 Penalty: 4782.557617
	Iteration 31Q: 3 clusters Score -2324258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2324260.250000 Penalty: 4782.557617
	Iteration 32Q: 3 clusters Score -2324260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2324261.250000 Penalty: 4782.557617
	Iteration 33Q: 3 clusters Score -2324261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2324265.250000 Penalty: 4782.557617
	Iteration 34Q: 3 clusters Score -2324265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2324271.750000 Penalty: 4782.557617
	Iteration 35Q: 3 clusters Score -2324272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2324272.250000 Penalty: 4782.557617
	Iteration 36Q: 3 clusters Score -2324272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2324276.750000 Penalty: 4782.557617
	Iteration 37Q: 3 clusters Score -2324277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2324275.500000 Penalty: 4782.557617
	Iteration 38Q: 3 clusters Score -2324276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2324281.750000 Penalty: 4782.557617
	Iteration 39Q: 3 clusters Score -2324282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2324284.750000 Penalty: 4782.557617
	Iteration 40F: 3 clusters Score -2324285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2324282.250000 Penalty: 4782.557617
	Iteration 41Q: 3 clusters Score -2324282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2324285.250000 Penalty: 4782.557617
	Iteration 42Q: 3 clusters Score -2324285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2324286.500000 Penalty: 4782.557617
	Iteration 43Q: 3 clusters Score -2324286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2324285.500000 Penalty: 4782.557617
	Iteration 44Q: 3 clusters Score -2324286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2324285.250000 Penalty: 4782.557617
	Iteration 45Q: 3 clusters Score -2324285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2324285.000000 Penalty: 4782.557617
	Iteration 46Q: 3 clusters Score -2324285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2324288.750000 Penalty: 4782.557617
	Iteration 47Q: 3 clusters Score -2324289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2324287.000000 Penalty: 4782.557617
	Iteration 48Q: 3 clusters Score -2324287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2324285.250000 Penalty: 4782.557617
	Iteration 49Q: 3 clusters Score -2324285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2324287.750000 Penalty: 4782.557617
	Iteration 50Q: 3 clusters Score -2324288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2324285.750000 Penalty: 4782.557617
	Iteration 51Q: 3 clusters Score -2324286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2324286.750000 Penalty: 4782.557617
	Iteration 52Q: 3 clusters Score -2324287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2324287.000000 Penalty: 4782.557617
	Iteration 53Q: 3 clusters Score -2324287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2324290.750000 Penalty: 4782.557617
	Iteration 54Q: 3 clusters Score -2324291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2324294.750000 Penalty: 4782.557617
	Iteration 55Q: 3 clusters Score -2324295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2324294.750000 Penalty: 4782.557617
	Iteration 56Q: 3 clusters Score -2324295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2324296.750000 Penalty: 4782.557617
	Iteration 57Q: 3 clusters Score -2324297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2324295.500000 Penalty: 4782.557617
	Iteration 58Q: 3 clusters Score -2324296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2324294.000000 Penalty: 4782.557617
	Iteration 59Q: 3 clusters Score -2324294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2324294.000000 Penalty: 4782.557617
	Iteration 60F: 3 clusters Score -2324294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -2323970.000000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -2323970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2313071.250000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -2313071 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2317035.750000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -2317036 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2318061.250000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -2318061 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2319138.500000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -2319138 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2320110.000000 Penalty: 4777.930664
	Iteration 4F: 3 clusters Score -2320110 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2320840.750000 Penalty: 4777.930664
	Iteration 5F: 3 clusters Score -2320841 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2321415.750000 Penalty: 4777.930664
	Iteration 6F: 3 clusters Score -2321416 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2321757.000000 Penalty: 4777.930664
	Iteration 7Q: 3 clusters Score -2321757 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2321967.000000 Penalty: 4777.930664
	Iteration 8Q: 3 clusters Score -2321967 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2322129.250000 Penalty: 4777.930664
	Iteration 9Q: 3 clusters Score -2322129 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2322221.250000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -2322221 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2322274.000000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -2322274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2322316.000000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -2322316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2322347.000000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -2322347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2322368.250000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -2322368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2322387.750000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -2322388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2322401.250000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -2322401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2322413.250000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -2322413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2322423.000000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -2322423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2322436.250000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -2322436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2322438.000000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -2322438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2322451.000000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -2322451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2322458.000000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -2322458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2322461.500000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -2322462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2322469.750000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -2322470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2322471.750000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -2322472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2322475.750000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -2322476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2322479.250000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -2322479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2322476.250000 Penalty: 4777.930664
	Iteration 28Q: 3 clusters Score -2322476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2322487.000000 Penalty: 4777.930664
	Iteration 29Q: 3 clusters Score -2322487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2322490.000000 Penalty: 4777.930664
	Iteration 30Q: 3 clusters Score -2322490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2322489.500000 Penalty: 4777.930664
	Iteration 31Q: 3 clusters Score -2322490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2322489.000000 Penalty: 4777.930664
	Iteration 32Q: 3 clusters Score -2322489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2322488.500000 Penalty: 4777.930664
	Iteration 33Q: 3 clusters Score -2322488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2322491.250000 Penalty: 4777.930664
	Iteration 34Q: 3 clusters Score -2322491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2322501.000000 Penalty: 4777.930664
	Iteration 35Q: 3 clusters Score -2322501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2322499.500000 Penalty: 4777.930664
	Iteration 36Q: 3 clusters Score -2322500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2322501.500000 Penalty: 4777.930664
	Iteration 37Q: 3 clusters Score -2322502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2322502.000000 Penalty: 4777.930664
	Iteration 38Q: 3 clusters Score -2322502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2322499.250000 Penalty: 4777.930664
	Iteration 39Q: 3 clusters Score -2322499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2322504.000000 Penalty: 4777.930664
	Iteration 40F: 3 clusters Score -2322504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2322504.500000 Penalty: 4777.930664
	Iteration 41Q: 3 clusters Score -2322504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2322505.500000 Penalty: 4777.930664
	Iteration 42Q: 3 clusters Score -2322506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2322509.500000 Penalty: 4777.930664
	Iteration 43Q: 3 clusters Score -2322510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2322509.250000 Penalty: 4777.930664
	Iteration 44Q: 3 clusters Score -2322509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2322510.000000 Penalty: 4777.930664
	Iteration 45Q: 3 clusters Score -2322510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2322511.500000 Penalty: 4777.930664
	Iteration 46Q: 3 clusters Score -2322512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2322511.500000 Penalty: 4777.930664
	Iteration 47Q: 3 clusters Score -2322512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2322509.500000 Penalty: 4777.930664
	Iteration 48Q: 3 clusters Score -2322510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2322512.250000 Penalty: 4777.930664
	Iteration 49Q: 3 clusters Score -2322512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2322512.250000 Penalty: 4777.930664
	Iteration 50F: 3 clusters Score -2322512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Entering Unmasked Estep 
Score: -3852998.250000 Penalty: 2515.389893
	Iteration 0F: 2 clusters Score -3852998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3835394.250000 Penalty: 5030.779785
	Iteration 0F: 3 clusters Score -3835394 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3841627.500000 Penalty: 5030.779785
	Iteration 1F: 3 clusters Score -3841628 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3842107.500000 Penalty: 5030.779785
	Iteration 2F: 3 clusters Score -3842108 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3842513.500000 Penalty: 5030.779785
	Iteration 3Q: 3 clusters Score -3842514 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3842906.500000 Penalty: 5030.779785
	Iteration 4Q: 3 clusters Score -3842906 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3843337.000000 Penalty: 5030.779785
	Iteration 5Q: 3 clusters Score -3843337 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3843792.500000 Penalty: 5030.779785
	Iteration 6Q: 3 clusters Score -3843792 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3844290.000000 Penalty: 5030.779785
	Iteration 7Q: 3 clusters Score -3844290 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3844854.750000 Penalty: 5030.779785
	Iteration 8Q: 3 clusters Score -3844855 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3845498.250000 Penalty: 5030.779785
	Iteration 9Q: 3 clusters Score -3845498 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3846205.250000 Penalty: 5030.779785
	Iteration 10Q: 3 clusters Score -3846205 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3846943.500000 Penalty: 5030.779785
	Iteration 11Q: 3 clusters Score -3846944 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3847560.250000 Penalty: 5030.779785
	Iteration 12Q: 3 clusters Score -3847560 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3848037.000000 Penalty: 5030.779785
	Iteration 13Q: 3 clusters Score -3848037 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3848344.500000 Penalty: 5030.779785
	Iteration 14Q: 3 clusters Score -3848344 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3848543.250000 Penalty: 5030.779785
	Iteration 15Q: 3 clusters Score -3848543 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3848657.250000 Penalty: 5030.779785
	Iteration 16Q: 3 clusters Score -3848657 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3848797.750000 Penalty: 5030.779785
	Iteration 17Q: 3 clusters Score -3848798 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3848892.500000 Penalty: 5030.779785
	Iteration 18Q: 3 clusters Score -3848892 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3849000.250000 Penalty: 5030.779785
	Iteration 19Q: 3 clusters Score -3849000 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3849103.250000 Penalty: 5030.779785
	Iteration 20F: 3 clusters Score -3849103 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3849203.750000 Penalty: 5030.779785
	Iteration 21Q: 3 clusters Score -3849204 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3849298.250000 Penalty: 5030.779785
	Iteration 22Q: 3 clusters Score -3849298 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3849383.000000 Penalty: 5030.779785
	Iteration 23Q: 3 clusters Score -3849383 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3849486.000000 Penalty: 5030.779785
	Iteration 24Q: 3 clusters Score -3849486 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3849568.750000 Penalty: 5030.779785
	Iteration 25Q: 3 clusters Score -3849569 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -3849614.250000 Penalty: 5030.779785
	Iteration 26Q: 3 clusters Score -3849614 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3849666.500000 Penalty: 5030.779785
	Iteration 27Q: 3 clusters Score -3849666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3849710.500000 Penalty: 5030.779785
	Iteration 28Q: 3 clusters Score -3849710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3849742.250000 Penalty: 5030.779785
	Iteration 29Q: 3 clusters Score -3849742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3849782.750000 Penalty: 5030.779785
	Iteration 30Q: 3 clusters Score -3849783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3849797.000000 Penalty: 5030.779785
	Iteration 31Q: 3 clusters Score -3849797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3849822.250000 Penalty: 5030.779785
	Iteration 32Q: 3 clusters Score -3849822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3849836.000000 Penalty: 5030.779785
	Iteration 33Q: 3 clusters Score -3849836 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3849847.250000 Penalty: 5030.779785
	Iteration 34Q: 3 clusters Score -3849847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3849856.500000 Penalty: 5030.779785
	Iteration 35Q: 3 clusters Score -3849856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3849856.500000 Penalty: 5030.779785
	Iteration 36Q: 3 clusters Score -3849856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3849870.750000 Penalty: 5030.779785
	Iteration 37Q: 3 clusters Score -3849871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3849882.500000 Penalty: 5030.779785
	Iteration 38Q: 3 clusters Score -3849882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3849889.250000 Penalty: 5030.779785
	Iteration 39Q: 3 clusters Score -3849889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3849895.750000 Penalty: 5030.779785
	Iteration 40F: 3 clusters Score -3849896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3849903.000000 Penalty: 5030.779785
	Iteration 41Q: 3 clusters Score -3849903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3849904.000000 Penalty: 5030.779785
	Iteration 42Q: 3 clusters Score -3849904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3849913.500000 Penalty: 5030.779785
	Iteration 43Q: 3 clusters Score -3849914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3849929.750000 Penalty: 5030.779785
	Iteration 44Q: 3 clusters Score -3849930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3849944.000000 Penalty: 5030.779785
	Iteration 45Q: 3 clusters Score -3849944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3849957.750000 Penalty: 5030.779785
	Iteration 46Q: 3 clusters Score -3849958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3849961.750000 Penalty: 5030.779785
	Iteration 47Q: 3 clusters Score -3849962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3849972.000000 Penalty: 5030.779785
	Iteration 48Q: 3 clusters Score -3849972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3849981.000000 Penalty: 5030.779785
	Iteration 49Q: 3 clusters Score -3849981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3849991.250000 Penalty: 5030.779785
	Iteration 50Q: 3 clusters Score -3849991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3849994.500000 Penalty: 5030.779785
	Iteration 51Q: 3 clusters Score -3849994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3850008.000000 Penalty: 5030.779785
	Iteration 52Q: 3 clusters Score -3850008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3850026.500000 Penalty: 5030.779785
	Iteration 53Q: 3 clusters Score -3850026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3850026.500000 Penalty: 5030.779785
	Iteration 54Q: 3 clusters Score -3850026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3850040.000000 Penalty: 5030.779785
	Iteration 55Q: 3 clusters Score -3850040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3850053.750000 Penalty: 5030.779785
	Iteration 56Q: 3 clusters Score -3850054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3850052.000000 Penalty: 5030.779785
	Iteration 57Q: 3 clusters Score -3850052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3850052.750000 Penalty: 5030.779785
	Iteration 58Q: 3 clusters Score -3850053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3850070.250000 Penalty: 5030.779785
	Iteration 59Q: 3 clusters Score -3850070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -3850072.500000 Penalty: 5030.779785
	Iteration 60F: 3 clusters Score -3850072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3850079.500000 Penalty: 5030.779785
	Iteration 61Q: 3 clusters Score -3850080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3850098.750000 Penalty: 5030.779785
	Iteration 62Q: 3 clusters Score -3850099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3850114.000000 Penalty: 5030.779785
	Iteration 63Q: 3 clusters Score -3850114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3850143.500000 Penalty: 5030.779785
	Iteration 64Q: 3 clusters Score -3850144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3850148.500000 Penalty: 5030.779785
	Iteration 65Q: 3 clusters Score -3850148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3850157.500000 Penalty: 5030.779785
	Iteration 66Q: 3 clusters Score -3850158 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3850179.500000 Penalty: 5030.779785
	Iteration 67Q: 3 clusters Score -3850180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3850191.500000 Penalty: 5030.779785
	Iteration 68Q: 3 clusters Score -3850192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3850208.500000 Penalty: 5030.779785
	Iteration 69Q: 3 clusters Score -3850208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3850221.750000 Penalty: 5030.779785
	Iteration 70Q: 3 clusters Score -3850222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3850225.250000 Penalty: 5030.779785
	Iteration 71Q: 3 clusters Score -3850225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3850227.250000 Penalty: 5030.779785
	Iteration 72Q: 3 clusters Score -3850227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3850234.250000 Penalty: 5030.779785
	Iteration 73Q: 3 clusters Score -3850234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3850247.500000 Penalty: 5030.779785
	Iteration 74Q: 3 clusters Score -3850248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3850248.750000 Penalty: 5030.779785
	Iteration 75Q: 3 clusters Score -3850249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3850246.250000 Penalty: 5030.779785
	Iteration 76Q: 3 clusters Score -3850246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3850254.250000 Penalty: 5030.779785
	Iteration 77Q: 3 clusters Score -3850254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3850250.000000 Penalty: 5030.779785
	Iteration 78Q: 3 clusters Score -3850250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3850254.250000 Penalty: 5030.779785
	Iteration 79Q: 3 clusters Score -3850254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3850251.500000 Penalty: 5030.779785
	Iteration 80F: 3 clusters Score -3850252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3850247.750000 Penalty: 5030.779785
	Iteration 81Q: 3 clusters Score -3850248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3850251.000000 Penalty: 5030.779785
	Iteration 82Q: 3 clusters Score -3850251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3850251.500000 Penalty: 5030.779785
	Iteration 83Q: 3 clusters Score -3850252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3850252.500000 Penalty: 5030.779785
	Iteration 84Q: 3 clusters Score -3850252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3850256.250000 Penalty: 5030.779785
	Iteration 85Q: 3 clusters Score -3850256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3850252.750000 Penalty: 5030.779785
	Iteration 86Q: 3 clusters Score -3850253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3850257.000000 Penalty: 5030.779785
	Iteration 87Q: 3 clusters Score -3850257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3850255.750000 Penalty: 5030.779785
	Iteration 88Q: 3 clusters Score -3850256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3850254.500000 Penalty: 5030.779785
	Iteration 89Q: 3 clusters Score -3850254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3850254.000000 Penalty: 5030.779785
	Iteration 90Q: 3 clusters Score -3850254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3850254.000000 Penalty: 5030.779785
	Iteration 91F: 3 clusters Score -3850254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -272408.312500 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -272408.3 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 950 members 
Entering Unmasked Estep 
Score: -269869.593750 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -269869.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270310.562500 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -270310.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270464.906250 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -270464.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -270585.093750 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -270585.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -270667.906250 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -270667.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -270743.375000 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -270743.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -270824.312500 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -270824.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -270931.625000 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -270931.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -271017.625000 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -271017.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -271084.843750 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -271084.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -271139.500000 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -271139.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -271191.437500 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -271191.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -271240.562500 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -271240.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271298.500000 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -271298.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -271352.562500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -271352.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -271397.062500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -271397.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -271411.750000 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -271411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -271418.750000 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -271418.8 nChanged 9
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: -271425.718750 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -271425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -271430.625000 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -271430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -271434.468750 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -271434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -271438.000000 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -271438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -271439.687500 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -271439.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271445.843750 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -271445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -271448.000000 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -271448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -271450.562500 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -271450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -271451.312500 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -271451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -271451.968750 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -271452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -271453.187500 Penalty: 3730.304932
	Iteration 28Q: 3 clusters Score -271453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -271453.187500 Penalty: 3730.304932
	Iteration 29F: 3 clusters Score -271453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32100.693359 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32100.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32264.595703 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32333.882812 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -32333.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32398.574219 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32398.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32424.791016 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32424.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32441.658203 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32441.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32444.269531 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -32444.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32452.234375 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -32452.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -32452.234375 Penalty: 2810.547607
	Iteration 8F: 3 clusters Score -32452.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -1625765.625000 Penalty: 2301.915283
	Iteration 0F: 2 clusters Score -1625766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1617567.500000 Penalty: 4603.830566
	Iteration 0F: 3 clusters Score -1617568 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1620068.750000 Penalty: 4603.830566
	Iteration 1F: 3 clusters Score -1620069 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1620375.250000 Penalty: 4603.830566
	Iteration 2F: 3 clusters Score -1620375 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1620631.375000 Penalty: 4603.830566
	Iteration 3F: 3 clusters Score -1620631 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1620847.125000 Penalty: 4603.830566
	Iteration 4Q: 3 clusters Score -1620847 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1621049.000000 Penalty: 4603.830566
	Iteration 5Q: 3 clusters Score -1621049 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1621265.250000 Penalty: 4603.830566
	Iteration 6Q: 3 clusters Score -1621265 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1621489.000000 Penalty: 4603.830566
	Iteration 7Q: 3 clusters Score -1621489 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1621737.125000 Penalty: 4603.830566
	Iteration 8Q: 3 clusters Score -1621737 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1622012.250000 Penalty: 4603.830566
	Iteration 9Q: 3 clusters Score -1622012 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1622288.125000 Penalty: 4603.830566
	Iteration 10Q: 3 clusters Score -1622288 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1622561.125000 Penalty: 4603.830566
	Iteration 11Q: 3 clusters Score -1622561 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1622814.875000 Penalty: 4603.830566
	Iteration 12Q: 3 clusters Score -1622815 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1623051.500000 Penalty: 4603.830566
	Iteration 13Q: 3 clusters Score -1623052 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1623263.250000 Penalty: 4603.830566
	Iteration 14Q: 3 clusters Score -1623263 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1623436.250000 Penalty: 4603.830566
	Iteration 15Q: 3 clusters Score -1623436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1623603.625000 Penalty: 4603.830566
	Iteration 16Q: 3 clusters Score -1623604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1623724.250000 Penalty: 4603.830566
	Iteration 17Q: 3 clusters Score -1623724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1623827.875000 Penalty: 4603.830566
	Iteration 18Q: 3 clusters Score -1623828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1623910.250000 Penalty: 4603.830566
	Iteration 19Q: 3 clusters Score -1623910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1623990.000000 Penalty: 4603.830566
	Iteration 20F: 3 clusters Score -1623990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1624033.250000 Penalty: 4603.830566
	Iteration 21Q: 3 clusters Score -1624033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1624048.500000 Penalty: 4603.830566
	Iteration 22Q: 3 clusters Score -1624048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1624072.000000 Penalty: 4603.830566
	Iteration 23Q: 3 clusters Score -1624072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1624093.500000 Penalty: 4603.830566
	Iteration 24Q: 3 clusters Score -1624094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1624100.125000 Penalty: 4603.830566
	Iteration 25Q: 3 clusters Score -1624100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1624111.125000 Penalty: 4603.830566
	Iteration 26Q: 3 clusters Score -1624111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1624118.125000 Penalty: 4603.830566
	Iteration 27Q: 3 clusters Score -1624118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1624125.125000 Penalty: 4603.830566
	Iteration 28Q: 3 clusters Score -1624125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1624124.375000 Penalty: 4603.830566
	Iteration 29Q: 3 clusters Score -1624124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1624124.000000 Penalty: 4603.830566
	Iteration 30Q: 3 clusters Score -1624124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1624125.000000 Penalty: 4603.830566
	Iteration 31Q: 3 clusters Score -1624125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1624126.250000 Penalty: 4603.830566
	Iteration 32Q: 3 clusters Score -1624126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1624126.500000 Penalty: 4603.830566
	Iteration 33Q: 3 clusters Score -1624126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1624127.250000 Penalty: 4603.830566
	Iteration 34Q: 3 clusters Score -1624127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1624127.375000 Penalty: 4603.830566
	Iteration 35Q: 3 clusters Score -1624127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1624131.250000 Penalty: 4603.830566
	Iteration 36Q: 3 clusters Score -1624131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1624133.375000 Penalty: 4603.830566
	Iteration 37Q: 3 clusters Score -1624133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1624133.875000 Penalty: 4603.830566
	Iteration 38Q: 3 clusters Score -1624134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1624133.875000 Penalty: 4603.830566
	Iteration 39F: 3 clusters Score -1624134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Entering Unmasked Estep 
Score: -2399913.000000 Penalty: 2393.171631
	Iteration 0F: 2 clusters Score -2399913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2388693.250000 Penalty: 4786.343262
	Iteration 0F: 3 clusters Score -2388693 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2392247.250000 Penalty: 4786.343262
	Iteration 1F: 3 clusters Score -2392247 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2392629.000000 Penalty: 4786.343262
	Iteration 2F: 3 clusters Score -2392629 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2392891.000000 Penalty: 4786.343262
	Iteration 3Q: 3 clusters Score -2392891 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2393081.500000 Penalty: 4786.343262
	Iteration 4Q: 3 clusters Score -2393082 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2393254.500000 Penalty: 4786.343262
	Iteration 5Q: 3 clusters Score -2393254 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2393424.250000 Penalty: 4786.343262
	Iteration 6Q: 3 clusters Score -2393424 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2393591.250000 Penalty: 4786.343262
	Iteration 7Q: 3 clusters Score -2393591 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2393788.750000 Penalty: 4786.343262
	Iteration 8Q: 3 clusters Score -2393789 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2394008.750000 Penalty: 4786.343262
	Iteration 9Q: 3 clusters Score -2394009 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2394276.000000 Penalty: 4786.343262
	Iteration 10Q: 3 clusters Score -2394276 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2394611.250000 Penalty: 4786.343262
	Iteration 11Q: 3 clusters Score -2394611 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2395004.250000 Penalty: 4786.343262
	Iteration 12Q: 3 clusters Score -2395004 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2395428.750000 Penalty: 4786.343262
	Iteration 13Q: 3 clusters Score -2395429 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2395868.750000 Penalty: 4786.343262
	Iteration 14Q: 3 clusters Score -2395869 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2396270.000000 Penalty: 4786.343262
	Iteration 15Q: 3 clusters Score -2396270 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2396618.500000 Penalty: 4786.343262
	Iteration 16Q: 3 clusters Score -2396618 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2396915.500000 Penalty: 4786.343262
	Iteration 17Q: 3 clusters Score -2396916 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2397199.500000 Penalty: 4786.343262
	Iteration 18Q: 3 clusters Score -2397200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2397401.000000 Penalty: 4786.343262
	Iteration 19Q: 3 clusters Score -2397401 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2397559.000000 Penalty: 4786.343262
	Iteration 20F: 3 clusters Score -2397559 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2397664.500000 Penalty: 4786.343262
	Iteration 21Q: 3 clusters Score -2397664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2397751.000000 Penalty: 4786.343262
	Iteration 22Q: 3 clusters Score -2397751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2397805.000000 Penalty: 4786.343262
	Iteration 23Q: 3 clusters Score -2397805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2397842.250000 Penalty: 4786.343262
	Iteration 24Q: 3 clusters Score -2397842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2397868.500000 Penalty: 4786.343262
	Iteration 25Q: 3 clusters Score -2397868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2397882.000000 Penalty: 4786.343262
	Iteration 26Q: 3 clusters Score -2397882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2397898.500000 Penalty: 4786.343262
	Iteration 27Q: 3 clusters Score -2397898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2397909.000000 Penalty: 4786.343262
	Iteration 28Q: 3 clusters Score -2397909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2397916.250000 Penalty: 4786.343262
	Iteration 29Q: 3 clusters Score -2397916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2397923.250000 Penalty: 4786.343262
	Iteration 30Q: 3 clusters Score -2397923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2397934.000000 Penalty: 4786.343262
	Iteration 31Q: 3 clusters Score -2397934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2397937.250000 Penalty: 4786.343262
	Iteration 32Q: 3 clusters Score -2397937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2397944.750000 Penalty: 4786.343262
	Iteration 33Q: 3 clusters Score -2397945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2397949.000000 Penalty: 4786.343262
	Iteration 34Q: 3 clusters Score -2397949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2397951.750000 Penalty: 4786.343262
	Iteration 35Q: 3 clusters Score -2397952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2397951.250000 Penalty: 4786.343262
	Iteration 36Q: 3 clusters Score -2397951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2397956.500000 Penalty: 4786.343262
	Iteration 37Q: 3 clusters Score -2397956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2397958.750000 Penalty: 4786.343262
	Iteration 38Q: 3 clusters Score -2397959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2397957.000000 Penalty: 4786.343262
	Iteration 39Q: 3 clusters Score -2397957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2397959.000000 Penalty: 4786.343262
	Iteration 40F: 3 clusters Score -2397959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2397959.250000 Penalty: 4786.343262
	Iteration 41Q: 3 clusters Score -2397959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2397958.000000 Penalty: 4786.343262
	Iteration 42Q: 3 clusters Score -2397958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2397962.750000 Penalty: 4786.343262
	Iteration 43Q: 3 clusters Score -2397963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2397966.500000 Penalty: 4786.343262
	Iteration 44Q: 3 clusters Score -2397966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2397968.000000 Penalty: 4786.343262
	Iteration 45Q: 3 clusters Score -2397968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2397968.000000 Penalty: 4786.343262
	Iteration 46F: 3 clusters Score -2397968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -408375.500000 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -408375.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -405268.468750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -405268.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -405916.250000 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -405916.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -406081.687500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -406081.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -406218.250000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -406218.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -406330.531250 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -406330.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -406449.093750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -406449.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -406572.468750 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -406572.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -406708.500000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -406708.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -406840.375000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -406840.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -406972.093750 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -406972.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -407110.593750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -407110.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -407271.937500 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -407271.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -407442.968750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -407443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -407601.250000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -407601.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -407822.406250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -407822.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -408007.312500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -408007.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408108.406250 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -408108.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408145.000000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -408145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408159.750000 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -408159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -408169.156250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -408169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -408172.562500 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -408172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -408175.750000 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -408175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -408181.468750 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -408181.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -408185.656250 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -408185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -408187.687500 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -408187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -408189.406250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -408189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -408190.125000 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -408190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -408190.125000 Penalty: 3940.644043
	Iteration 27F: 3 clusters Score -408190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -731257.437500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731257.4 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -732332.375000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732332.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -732555.375000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -732555.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -732694.000000 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -732694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -732777.875000 Penalty: 4227.001465
	Iteration 4Q: 3 clusters Score -732777.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -732845.125000 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -732845.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -732918.062500 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -732918.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -733018.375000 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -733018.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -733133.437500 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -733133.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -733281.750000 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -733281.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -733509.750000 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -733509.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -733799.375000 Penalty: 4227.001465
	Iteration 11F: 3 clusters Score -733799.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -734085.875000 Penalty: 4227.001465
	Iteration 12F: 3 clusters Score -734085.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -734329.687500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -734329.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -734515.187500 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -734515.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -734665.187500 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -734665.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -734772.812500 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -734772.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -734891.812500 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -734891.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -735058.437500 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735058.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -735200.187500 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735200.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -735262.937500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735262.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -735302.312500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735302.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -735322.562500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735322.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -735326.562500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735326.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -735330.375000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -735330.750000 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -735332.500000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -735332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -735332.437500 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -735332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -735332.187500 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -735332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -735332.625000 Penalty: 4227.001465
	Iteration 29Q: 3 clusters Score -735332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -735334.250000 Penalty: 4227.001465
	Iteration 30Q: 3 clusters Score -735334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -735335.750000 Penalty: 4227.001465
	Iteration 31Q: 3 clusters Score -735335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -735335.750000 Penalty: 4227.001465
	Iteration 32F: 3 clusters Score -735335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Entering Unmasked Estep 
Score: -5494531.500000 Penalty: 2605.182129
	Iteration 0F: 2 clusters Score -5494532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -5469778.000000 Penalty: 5210.364258
	Iteration 0F: 3 clusters Score -5469778 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5478689.500000 Penalty: 5210.364258
	Iteration 1F: 3 clusters Score -5478690 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -5479108.000000 Penalty: 5210.364258
	Iteration 2Q: 3 clusters Score -5479108 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -5479471.500000 Penalty: 5210.364258
	Iteration 3Q: 3 clusters Score -5479472 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5479788.500000 Penalty: 5210.364258
	Iteration 4Q: 3 clusters Score -5479788 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5480140.500000 Penalty: 5210.364258
	Iteration 5Q: 3 clusters Score -5480140 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5480558.000000 Penalty: 5210.364258
	Iteration 6Q: 3 clusters Score -5480558 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5481078.000000 Penalty: 5210.364258
	Iteration 7Q: 3 clusters Score -5481078 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -5481802.500000 Penalty: 5210.364258
	Iteration 8Q: 3 clusters Score -5481802 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5482652.000000 Penalty: 5210.364258
	Iteration 9Q: 3 clusters Score -5482652 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5483698.500000 Penalty: 5210.364258
	Iteration 10Q: 3 clusters Score -5483698 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -5484749.500000 Penalty: 5210.364258
	Iteration 11Q: 3 clusters Score -5484750 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -5485878.500000 Penalty: 5210.364258
	Iteration 12Q: 3 clusters Score -5485878 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5487006.500000 Penalty: 5210.364258
	Iteration 13Q: 3 clusters Score -5487006 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -5488036.500000 Penalty: 5210.364258
	Iteration 14Q: 3 clusters Score -5488036 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -5488861.000000 Penalty: 5210.364258
	Iteration 15Q: 3 clusters Score -5488861 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -5489550.500000 Penalty: 5210.364258
	Iteration 16Q: 3 clusters Score -5489550 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5490083.500000 Penalty: 5210.364258
	Iteration 17Q: 3 clusters Score -5490084 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5490538.500000 Penalty: 5210.364258
	Iteration 18Q: 3 clusters Score -5490538 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5490909.000000 Penalty: 5210.364258
	Iteration 19Q: 3 clusters Score -5490909 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5491174.500000 Penalty: 5210.364258
	Iteration 20F: 3 clusters Score -5491174 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5491424.500000 Penalty: 5210.364258
	Iteration 21Q: 3 clusters Score -5491424 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5491612.000000 Penalty: 5210.364258
	Iteration 22Q: 3 clusters Score -5491612 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5491733.500000 Penalty: 5210.364258
	Iteration 23Q: 3 clusters Score -5491734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5491842.000000 Penalty: 5210.364258
	Iteration 24Q: 3 clusters Score -5491842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5491936.000000 Penalty: 5210.364258
	Iteration 25Q: 3 clusters Score -5491936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5491997.500000 Penalty: 5210.364258
	Iteration 26Q: 3 clusters Score -5491998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5492066.000000 Penalty: 5210.364258
	Iteration 27Q: 3 clusters Score -5492066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5492111.000000 Penalty: 5210.364258
	Iteration 28Q: 3 clusters Score -5492111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5492149.000000 Penalty: 5210.364258
	Iteration 29Q: 3 clusters Score -5492149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5492175.000000 Penalty: 5210.364258
	Iteration 30Q: 3 clusters Score -5492175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5492198.500000 Penalty: 5210.364258
	Iteration 31Q: 3 clusters Score -5492198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5492212.500000 Penalty: 5210.364258
	Iteration 32Q: 3 clusters Score -5492212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5492223.000000 Penalty: 5210.364258
	Iteration 33Q: 3 clusters Score -5492223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5492245.500000 Penalty: 5210.364258
	Iteration 34Q: 3 clusters Score -5492246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5492265.000000 Penalty: 5210.364258
	Iteration 35Q: 3 clusters Score -5492265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5492285.500000 Penalty: 5210.364258
	Iteration 36Q: 3 clusters Score -5492286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5492292.000000 Penalty: 5210.364258
	Iteration 37Q: 3 clusters Score -5492292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5492305.500000 Penalty: 5210.364258
	Iteration 38Q: 3 clusters Score -5492306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5492333.500000 Penalty: 5210.364258
	Iteration 39Q: 3 clusters Score -5492334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5492355.000000 Penalty: 5210.364258
	Iteration 40F: 3 clusters Score -5492355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5492357.000000 Penalty: 5210.364258
	Iteration 41Q: 3 clusters Score -5492357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5492368.500000 Penalty: 5210.364258
	Iteration 42Q: 3 clusters Score -5492368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5492373.000000 Penalty: 5210.364258
	Iteration 43Q: 3 clusters Score -5492373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5492382.500000 Penalty: 5210.364258
	Iteration 44Q: 3 clusters Score -5492382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5492398.000000 Penalty: 5210.364258
	Iteration 45Q: 3 clusters Score -5492398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5492412.000000 Penalty: 5210.364258
	Iteration 46Q: 3 clusters Score -5492412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5492422.000000 Penalty: 5210.364258
	Iteration 47Q: 3 clusters Score -5492422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5492427.000000 Penalty: 5210.364258
	Iteration 48Q: 3 clusters Score -5492427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5492439.000000 Penalty: 5210.364258
	Iteration 49Q: 3 clusters Score -5492439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5492453.500000 Penalty: 5210.364258
	Iteration 50Q: 3 clusters Score -5492454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5492447.500000 Penalty: 5210.364258
	Iteration 51Q: 3 clusters Score -5492448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5492454.500000 Penalty: 5210.364258
	Iteration 52Q: 3 clusters Score -5492454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5492454.500000 Penalty: 5210.364258
	Iteration 53Q: 3 clusters Score -5492454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5492452.500000 Penalty: 5210.364258
	Iteration 54Q: 3 clusters Score -5492452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5492457.500000 Penalty: 5210.364258
	Iteration 55Q: 3 clusters Score -5492458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5492463.000000 Penalty: 5210.364258
	Iteration 56Q: 3 clusters Score -5492463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5492463.500000 Penalty: 5210.364258
	Iteration 57Q: 3 clusters Score -5492464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5492458.500000 Penalty: 5210.364258
	Iteration 58Q: 3 clusters Score -5492458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5492463.500000 Penalty: 5210.364258
	Iteration 59Q: 3 clusters Score -5492464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5492464.500000 Penalty: 5210.364258
	Iteration 60F: 3 clusters Score -5492464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5492466.000000 Penalty: 5210.364258
	Iteration 61Q: 3 clusters Score -5492466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5492473.000000 Penalty: 5210.364258
	Iteration 62Q: 3 clusters Score -5492473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5492475.500000 Penalty: 5210.364258
	Iteration 63Q: 3 clusters Score -5492476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5492470.000000 Penalty: 5210.364258
	Iteration 64Q: 3 clusters Score -5492470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5492472.000000 Penalty: 5210.364258
	Iteration 65Q: 3 clusters Score -5492472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5492469.500000 Penalty: 5210.364258
	Iteration 66Q: 3 clusters Score -5492470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5492467.500000 Penalty: 5210.364258
	Iteration 67Q: 3 clusters Score -5492468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5492467.500000 Penalty: 5210.364258
	Iteration 68F: 3 clusters Score -5492468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169436 members 
Entering Unmasked Estep 
Score: -26039830.000000 Penalty: 2985.977295
	Iteration 0F: 2 clusters Score -2.603983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 85010 members 
Entering Unmasked Estep 
Score: -25936070.000000 Penalty: 5971.954590
	Iteration 0F: 3 clusters Score -2.593607e+07 nChanged 81090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -25983780.000000 Penalty: 5971.954590
	Iteration 1F: 3 clusters Score -2.598378e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -25986292.000000 Penalty: 5971.954590
	Iteration 2Q: 3 clusters Score -2.598629e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -25990056.000000 Penalty: 5971.954590
	Iteration 3F: 3 clusters Score -2.599006e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -25995884.000000 Penalty: 5971.954590
	Iteration 4F: 3 clusters Score -2.599588e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 115575 members 
Entering Unmasked Estep 
Score: -26004432.000000 Penalty: 5971.954590
	Iteration 5F: 3 clusters Score -2.600443e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -26015186.000000 Penalty: 5971.954590
	Iteration 6F: 3 clusters Score -2.601519e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 140241 members 
Entering Unmasked Estep 
Score: -26025836.000000 Penalty: 5971.954590
	Iteration 7F: 3 clusters Score -2.602584e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -26032796.000000 Penalty: 5971.954590
	Iteration 8F: 3 clusters Score -2.60328e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -26036138.000000 Penalty: 5971.954590
	Iteration 9Q: 3 clusters Score -2.603614e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -26037304.000000 Penalty: 5971.954590
	Iteration 10Q: 3 clusters Score -2.60373e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -26037460.000000 Penalty: 5971.954590
	Iteration 11Q: 3 clusters Score -2.603746e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 161068 members 
Entering Unmasked Estep 
Score: -26037650.000000 Penalty: 5971.954590
	Iteration 12Q: 3 clusters Score -2.603765e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -26037686.000000 Penalty: 5971.954590
	Iteration 13Q: 3 clusters Score -2.603769e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -26037674.000000 Penalty: 5971.954590
	Iteration 14Q: 3 clusters Score -2.603767e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -26037590.000000 Penalty: 5971.954590
	Iteration 15Q: 3 clusters Score -2.603759e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -26037526.000000 Penalty: 5971.954590
	Iteration 16Q: 3 clusters Score -2.603753e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -26037448.000000 Penalty: 5971.954590
	Iteration 17Q: 3 clusters Score -2.603745e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -26037506.000000 Penalty: 5971.954590
	Iteration 18Q: 3 clusters Score -2.603751e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -26037522.000000 Penalty: 5971.954590
	Iteration 19Q: 3 clusters Score -2.603752e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -26037560.000000 Penalty: 5971.954590
	Iteration 20F: 3 clusters Score -2.603756e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -26037570.000000 Penalty: 5971.954590
	Iteration 21Q: 3 clusters Score -2.603757e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 167476 members 
Entering Unmasked Estep 
Score: -26037486.000000 Penalty: 5971.954590
	Iteration 22Q: 3 clusters Score -2.603749e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -26037482.000000 Penalty: 5971.954590
	Iteration 23Q: 3 clusters Score -2.603748e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -26037510.000000 Penalty: 5971.954590
	Iteration 24Q: 3 clusters Score -2.603751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 168002 members 
Entering Unmasked Estep 
Score: -26037470.000000 Penalty: 5971.954590
	Iteration 25Q: 3 clusters Score -2.603747e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -26037536.000000 Penalty: 5971.954590
	Iteration 26Q: 3 clusters Score -2.603754e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -26037526.000000 Penalty: 5971.954590
	Iteration 27Q: 3 clusters Score -2.603753e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -26037526.000000 Penalty: 5971.954590
	Iteration 28Q: 3 clusters Score -2.603753e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -26037548.000000 Penalty: 5971.954590
	Iteration 29Q: 3 clusters Score -2.603755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 168466 members 
Entering Unmasked Estep 
Score: -26037598.000000 Penalty: 5971.954590
	Iteration 30Q: 3 clusters Score -2.60376e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 168508 members 
Entering Unmasked Estep 
Score: -26037610.000000 Penalty: 5971.954590
	Iteration 31Q: 3 clusters Score -2.603761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -26037610.000000 Penalty: 5971.954590
	Iteration 32Q: 3 clusters Score -2.603761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 168582 members 
Entering Unmasked Estep 
Score: -26037590.000000 Penalty: 5971.954590
	Iteration 33Q: 3 clusters Score -2.603759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 168598 members 
Entering Unmasked Estep 
Score: -26037598.000000 Penalty: 5971.954590
	Iteration 34Q: 3 clusters Score -2.60376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -26037604.000000 Penalty: 5971.954590
	Iteration 35Q: 3 clusters Score -2.60376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 168621 members 
Entering Unmasked Estep 
Score: -26037608.000000 Penalty: 5971.954590
	Iteration 36Q: 3 clusters Score -2.603761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 168628 members 
Entering Unmasked Estep 
Score: -26037616.000000 Penalty: 5971.954590
	Iteration 37Q: 3 clusters Score -2.603762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 168635 members 
Entering Unmasked Estep 
Score: -26037620.000000 Penalty: 5971.954590
	Iteration 38Q: 3 clusters Score -2.603762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -26037612.000000 Penalty: 5971.954590
	Iteration 39Q: 3 clusters Score -2.603761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 168651 members 
Entering Unmasked Estep 
Score: -26037616.000000 Penalty: 5971.954590
	Iteration 40F: 3 clusters Score -2.603762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -26037612.000000 Penalty: 5971.954590
	Iteration 41Q: 3 clusters Score -2.603761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -26037618.000000 Penalty: 5971.954590
	Iteration 42Q: 3 clusters Score -2.603762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -26037632.000000 Penalty: 5971.954590
	Iteration 43Q: 3 clusters Score -2.603763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -26037624.000000 Penalty: 5971.954590
	Iteration 44Q: 3 clusters Score -2.603762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -26037618.000000 Penalty: 5971.954590
	Iteration 45Q: 3 clusters Score -2.603762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 168694 members 
Entering Unmasked Estep 
Score: -26037618.000000 Penalty: 5971.954590
	Iteration 46Q: 3 clusters Score -2.603762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 168698 members 
Entering Unmasked Estep 
Score: -26037610.000000 Penalty: 5971.954590
	Iteration 47Q: 3 clusters Score -2.603761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 168705 members 
Entering Unmasked Estep 
Score: -26037616.000000 Penalty: 5971.954590
	Iteration 48Q: 3 clusters Score -2.603762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -26037608.000000 Penalty: 5971.954590
	Iteration 49Q: 3 clusters Score -2.603761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -26037608.000000 Penalty: 5971.954590
	Iteration 50Q: 3 clusters Score -2.603761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -26037616.000000 Penalty: 5971.954590
	Iteration 51Q: 3 clusters Score -2.603762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 168725 members 
Entering Unmasked Estep 
Score: -26037604.000000 Penalty: 5971.954590
	Iteration 52Q: 3 clusters Score -2.60376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 168727 members 
Entering Unmasked Estep 
Score: -26037600.000000 Penalty: 5971.954590
	Iteration 53Q: 3 clusters Score -2.60376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -26037604.000000 Penalty: 5971.954590
	Iteration 54Q: 3 clusters Score -2.60376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -26037604.000000 Penalty: 5971.954590
	Iteration 55F: 3 clusters Score -2.60376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 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 316 members 
Entering Unmasked Estep 
Score: -86089.343750 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86089.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86343.453125 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86343.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86440.046875 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86440.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86541.789062 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -86541.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86588.882812 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86588.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -86607.695312 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -86627.742188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86627.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86666.125000 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86666.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -86680.281250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86680.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -86692.203125 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -86692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -86698.093750 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -86698.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86708.789062 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -86708.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -86716.718750 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -86716.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86721.515625 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -86721.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86727.640625 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -86727.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -86731.992188 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -86731.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86735.375000 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -86735.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86739.093750 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -86739.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -86750.085938 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -86750.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86759.500000 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -86759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86774.078125 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -86774.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -86781.773438 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -86781.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86790.289062 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -86790.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86797.710938 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -86797.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86804.218750 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -86804.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86818.820312 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -86818.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86833.968750 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -86833.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -86838.765625 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -86838.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -86850.960938 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -86850.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86854.406250 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -86854.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86856.703125 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -86856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -86856.703125 Penalty: 3198.649170
	Iteration 31F: 3 clusters Score -86856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -692087.750000 Penalty: 2100.792969
	Iteration 0F: 2 clusters Score -692087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -687684.125000 Penalty: 4201.585938
	Iteration 0F: 3 clusters Score -687684.1 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -688761.187500 Penalty: 4201.585938
	Iteration 1F: 3 clusters Score -688761.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -689063.812500 Penalty: 4201.585938
	Iteration 2F: 3 clusters Score -689063.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -689362.500000 Penalty: 4201.585938
	Iteration 3F: 3 clusters Score -689362.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -689633.562500 Penalty: 4201.585938
	Iteration 4F: 3 clusters Score -689633.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -689788.187500 Penalty: 4201.585938
	Iteration 5F: 3 clusters Score -689788.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -689911.062500 Penalty: 4201.585938
	Iteration 6Q: 3 clusters Score -689911.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -690030.875000 Penalty: 4201.585938
	Iteration 7Q: 3 clusters Score -690030.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -690136.937500 Penalty: 4201.585938
	Iteration 8Q: 3 clusters Score -690136.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -690256.687500 Penalty: 4201.585938
	Iteration 9Q: 3 clusters Score -690256.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -690370.812500 Penalty: 4201.585938
	Iteration 10Q: 3 clusters Score -690370.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -690516.000000 Penalty: 4201.585938
	Iteration 11Q: 3 clusters Score -690516 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -690670.312500 Penalty: 4201.585938
	Iteration 12Q: 3 clusters Score -690670.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -690838.062500 Penalty: 4201.585938
	Iteration 13Q: 3 clusters Score -690838.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -690997.812500 Penalty: 4201.585938
	Iteration 14Q: 3 clusters Score -690997.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -691139.375000 Penalty: 4201.585938
	Iteration 15Q: 3 clusters Score -691139.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -691250.000000 Penalty: 4201.585938
	Iteration 16Q: 3 clusters Score -691250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -691351.875000 Penalty: 4201.585938
	Iteration 17Q: 3 clusters Score -691351.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -691445.375000 Penalty: 4201.585938
	Iteration 18Q: 3 clusters Score -691445.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -691518.875000 Penalty: 4201.585938
	Iteration 19Q: 3 clusters Score -691518.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -691567.062500 Penalty: 4201.585938
	Iteration 20F: 3 clusters Score -691567.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -691608.312500 Penalty: 4201.585938
	Iteration 21Q: 3 clusters Score -691608.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -691632.500000 Penalty: 4201.585938
	Iteration 22Q: 3 clusters Score -691632.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -691665.812500 Penalty: 4201.585938
	Iteration 23Q: 3 clusters Score -691665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -691695.875000 Penalty: 4201.585938
	Iteration 24Q: 3 clusters Score -691695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -691717.187500 Penalty: 4201.585938
	Iteration 25Q: 3 clusters Score -691717.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -691738.875000 Penalty: 4201.585938
	Iteration 26Q: 3 clusters Score -691738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -691757.312500 Penalty: 4201.585938
	Iteration 27Q: 3 clusters Score -691757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -691777.937500 Penalty: 4201.585938
	Iteration 28Q: 3 clusters Score -691777.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -691801.750000 Penalty: 4201.585938
	Iteration 29Q: 3 clusters Score -691801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -691817.562500 Penalty: 4201.585938
	Iteration 30Q: 3 clusters Score -691817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -691830.437500 Penalty: 4201.585938
	Iteration 31Q: 3 clusters Score -691830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -691836.062500 Penalty: 4201.585938
	Iteration 32Q: 3 clusters Score -691836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -691845.937500 Penalty: 4201.585938
	Iteration 33Q: 3 clusters Score -691845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -691853.500000 Penalty: 4201.585938
	Iteration 34Q: 3 clusters Score -691853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -691856.750000 Penalty: 4201.585938
	Iteration 35Q: 3 clusters Score -691856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -691859.187500 Penalty: 4201.585938
	Iteration 36Q: 3 clusters Score -691859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -691860.750000 Penalty: 4201.585938
	Iteration 37Q: 3 clusters Score -691860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -691860.750000 Penalty: 4201.585938
	Iteration 38F: 3 clusters Score -691860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -697421.875000 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -697421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -693105.687500 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -693105.7 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -694148.500000 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -694148.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -694354.812500 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -694354.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -694508.937500 Penalty: 4191.828613
	Iteration 3Q: 3 clusters Score -694508.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -694645.062500 Penalty: 4191.828613
	Iteration 4Q: 3 clusters Score -694645.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -694767.312500 Penalty: 4191.828613
	Iteration 5Q: 3 clusters Score -694767.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -694868.000000 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -694868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -694963.375000 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -694963.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -695053.812500 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -695053.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -695140.500000 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -695140.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -695214.187500 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -695214.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -695270.187500 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -695270.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -695338.500000 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -695338.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -695390.500000 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -695390.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -695435.875000 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -695435.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -695480.875000 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -695480.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -695517.687500 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -695517.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -695546.500000 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -695546.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -695579.875000 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -695579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -695610.500000 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -695610.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -695634.187500 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -695634.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -695657.312500 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -695657.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -695694.187500 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -695694.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -695721.062500 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -695721.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -695743.375000 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -695743.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -695761.812500 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -695761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -695775.812500 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -695775.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -695786.937500 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -695786.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -695797.875000 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -695797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -695799.250000 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -695799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -695804.375000 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -695804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -695806.437500 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -695806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -695810.750000 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -695810.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -695815.000000 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -695815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -695821.625000 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -695821.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -695825.062500 Penalty: 4191.828613
	Iteration 35Q: 3 clusters Score -695825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -695831.437500 Penalty: 4191.828613
	Iteration 36Q: 3 clusters Score -695831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -695833.375000 Penalty: 4191.828613
	Iteration 37Q: 3 clusters Score -695833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -695833.937500 Penalty: 4191.828613
	Iteration 38Q: 3 clusters Score -695833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -695835.187500 Penalty: 4191.828613
	Iteration 39Q: 3 clusters Score -695835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -695836.125000 Penalty: 4191.828613
	Iteration 40F: 3 clusters Score -695836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -695836.062500 Penalty: 4191.828613
	Iteration 41Q: 3 clusters Score -695836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -695840.687500 Penalty: 4191.828613
	Iteration 42Q: 3 clusters Score -695840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -695842.062500 Penalty: 4191.828613
	Iteration 43Q: 3 clusters Score -695842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -695844.312500 Penalty: 4191.828613
	Iteration 44Q: 3 clusters Score -695844.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -695845.750000 Penalty: 4191.828613
	Iteration 45Q: 3 clusters Score -695845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -695846.375000 Penalty: 4191.828613
	Iteration 46Q: 3 clusters Score -695846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -695847.562500 Penalty: 4191.828613
	Iteration 47Q: 3 clusters Score -695847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -695848.500000 Penalty: 4191.828613
	Iteration 48Q: 3 clusters Score -695848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -695848.750000 Penalty: 4191.828613
	Iteration 49Q: 3 clusters Score -695848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -695849.687500 Penalty: 4191.828613
	Iteration 50Q: 3 clusters Score -695849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -695850.437500 Penalty: 4191.828613
	Iteration 51Q: 3 clusters Score -695850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -695851.125000 Penalty: 4191.828613
	Iteration 52Q: 3 clusters Score -695851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -695851.812500 Penalty: 4191.828613
	Iteration 53Q: 3 clusters Score -695851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -695852.187500 Penalty: 4191.828613
	Iteration 54Q: 3 clusters Score -695852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -695852.687500 Penalty: 4191.828613
	Iteration 55Q: 3 clusters Score -695852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -695852.687500 Penalty: 4191.828613
	Iteration 56F: 3 clusters Score -695852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -283678.500000 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -283678.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -281033.437500 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -281033.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -281638.500000 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -281638.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281928.375000 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -281928.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282098.281250 Penalty: 3775.718994
	Iteration 3F: 3 clusters Score -282098.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282237.968750 Penalty: 3775.718994
	Iteration 4F: 3 clusters Score -282238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282318.218750 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -282318.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282391.343750 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -282391.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -282471.906250 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -282471.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282562.250000 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -282562.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282663.093750 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -282663.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282745.750000 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -282745.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282826.687500 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -282826.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282872.125000 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -282872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -282902.812500 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -282902.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282927.531250 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -282927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -282945.218750 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -282945.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -282969.625000 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -282969.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282997.750000 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -282997.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283031.812500 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -283031.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283068.437500 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -283068.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283094.281250 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -283094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283121.656250 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -283121.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283165.093750 Penalty: 3775.718994
	Iteration 22Q: 3 clusters Score -283165.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -283203.125000 Penalty: 3775.718994
	Iteration 23Q: 3 clusters Score -283203.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -283239.625000 Penalty: 3775.718994
	Iteration 24Q: 3 clusters Score -283239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -283273.281250 Penalty: 3775.718994
	Iteration 25Q: 3 clusters Score -283273.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283289.687500 Penalty: 3775.718994
	Iteration 26Q: 3 clusters Score -283289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -283299.125000 Penalty: 3775.718994
	Iteration 27Q: 3 clusters Score -283299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283302.187500 Penalty: 3775.718994
	Iteration 28Q: 3 clusters Score -283302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283304.406250 Penalty: 3775.718994
	Iteration 29Q: 3 clusters Score -283304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283306.250000 Penalty: 3775.718994
	Iteration 30Q: 3 clusters Score -283306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283308.937500 Penalty: 3775.718994
	Iteration 31Q: 3 clusters Score -283308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283311.187500 Penalty: 3775.718994
	Iteration 32Q: 3 clusters Score -283311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -283312.593750 Penalty: 3775.718994
	Iteration 33Q: 3 clusters Score -283312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -283313.406250 Penalty: 3775.718994
	Iteration 34Q: 3 clusters Score -283313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -283314.406250 Penalty: 3775.718994
	Iteration 35Q: 3 clusters Score -283314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283315.687500 Penalty: 3775.718994
	Iteration 36Q: 3 clusters Score -283315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283315.687500 Penalty: 3775.718994
	Iteration 37F: 3 clusters Score -283315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Entering Unmasked Estep 
Score: -6243320.500000 Penalty: 2631.688477
	Iteration 0F: 2 clusters Score -6243320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -6215773.500000 Penalty: 5263.376953
	Iteration 0F: 3 clusters Score -6215774 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -6226070.500000 Penalty: 5263.376953
	Iteration 1F: 3 clusters Score -6226070 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -6226671.500000 Penalty: 5263.376953
	Iteration 2Q: 3 clusters Score -6226672 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -6227283.500000 Penalty: 5263.376953
	Iteration 3Q: 3 clusters Score -6227284 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -6227978.500000 Penalty: 5263.376953
	Iteration 4Q: 3 clusters Score -6227978 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -6228891.000000 Penalty: 5263.376953
	Iteration 5Q: 3 clusters Score -6228891 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -6229978.500000 Penalty: 5263.376953
	Iteration 6Q: 3 clusters Score -6229978 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6231379.000000 Penalty: 5263.376953
	Iteration 7F: 3 clusters Score -6231379 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -6233021.500000 Penalty: 5263.376953
	Iteration 8F: 3 clusters Score -6233022 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -6234574.500000 Penalty: 5263.376953
	Iteration 9F: 3 clusters Score -6234574 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -6236012.500000 Penalty: 5263.376953
	Iteration 10Q: 3 clusters Score -6236012 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6237292.000000 Penalty: 5263.376953
	Iteration 11Q: 3 clusters Score -6237292 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6238326.500000 Penalty: 5263.376953
	Iteration 12Q: 3 clusters Score -6238326 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -6239095.500000 Penalty: 5263.376953
	Iteration 13Q: 3 clusters Score -6239096 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -6239639.000000 Penalty: 5263.376953
	Iteration 14Q: 3 clusters Score -6239639 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -6240003.000000 Penalty: 5263.376953
	Iteration 15Q: 3 clusters Score -6240003 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -6240278.500000 Penalty: 5263.376953
	Iteration 16Q: 3 clusters Score -6240278 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -6240507.500000 Penalty: 5263.376953
	Iteration 17Q: 3 clusters Score -6240508 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -6240687.500000 Penalty: 5263.376953
	Iteration 18Q: 3 clusters Score -6240688 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -6240814.500000 Penalty: 5263.376953
	Iteration 19Q: 3 clusters Score -6240814 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -6240884.500000 Penalty: 5263.376953
	Iteration 20F: 3 clusters Score -6240884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -6240939.500000 Penalty: 5263.376953
	Iteration 21Q: 3 clusters Score -6240940 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -6241014.000000 Penalty: 5263.376953
	Iteration 22Q: 3 clusters Score -6241014 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -6241078.500000 Penalty: 5263.376953
	Iteration 23Q: 3 clusters Score -6241078 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6241146.500000 Penalty: 5263.376953
	Iteration 24Q: 3 clusters Score -6241146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6241169.000000 Penalty: 5263.376953
	Iteration 25Q: 3 clusters Score -6241169 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -6241191.500000 Penalty: 5263.376953
	Iteration 26Q: 3 clusters Score -6241192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6241221.500000 Penalty: 5263.376953
	Iteration 27Q: 3 clusters Score -6241222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -6241249.500000 Penalty: 5263.376953
	Iteration 28Q: 3 clusters Score -6241250 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -6241285.500000 Penalty: 5263.376953
	Iteration 29Q: 3 clusters Score -6241286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -6241318.500000 Penalty: 5263.376953
	Iteration 30Q: 3 clusters Score -6241318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -6241347.000000 Penalty: 5263.376953
	Iteration 31Q: 3 clusters Score -6241347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -6241383.500000 Penalty: 5263.376953
	Iteration 32Q: 3 clusters Score -6241384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -6241395.500000 Penalty: 5263.376953
	Iteration 33Q: 3 clusters Score -6241396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6241421.500000 Penalty: 5263.376953
	Iteration 34Q: 3 clusters Score -6241422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -6241448.000000 Penalty: 5263.376953
	Iteration 35Q: 3 clusters Score -6241448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -6241470.000000 Penalty: 5263.376953
	Iteration 36Q: 3 clusters Score -6241470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6241478.500000 Penalty: 5263.376953
	Iteration 37Q: 3 clusters Score -6241478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -6241512.000000 Penalty: 5263.376953
	Iteration 38Q: 3 clusters Score -6241512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -6241518.500000 Penalty: 5263.376953
	Iteration 39Q: 3 clusters Score -6241518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -6241537.000000 Penalty: 5263.376953
	Iteration 40F: 3 clusters Score -6241537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -6241552.500000 Penalty: 5263.376953
	Iteration 41Q: 3 clusters Score -6241552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -6241558.000000 Penalty: 5263.376953
	Iteration 42Q: 3 clusters Score -6241558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6241578.000000 Penalty: 5263.376953
	Iteration 43Q: 3 clusters Score -6241578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -6241586.000000 Penalty: 5263.376953
	Iteration 44Q: 3 clusters Score -6241586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -6241597.500000 Penalty: 5263.376953
	Iteration 45Q: 3 clusters Score -6241598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -6241612.000000 Penalty: 5263.376953
	Iteration 46Q: 3 clusters Score -6241612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -6241630.500000 Penalty: 5263.376953
	Iteration 47Q: 3 clusters Score -6241630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6241642.000000 Penalty: 5263.376953
	Iteration 48Q: 3 clusters Score -6241642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -6241645.000000 Penalty: 5263.376953
	Iteration 49Q: 3 clusters Score -6241645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -6241655.500000 Penalty: 5263.376953
	Iteration 50Q: 3 clusters Score -6241656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -6241667.500000 Penalty: 5263.376953
	Iteration 51Q: 3 clusters Score -6241668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -6241673.500000 Penalty: 5263.376953
	Iteration 52Q: 3 clusters Score -6241674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -6241695.500000 Penalty: 5263.376953
	Iteration 53Q: 3 clusters Score -6241696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -6241710.500000 Penalty: 5263.376953
	Iteration 54Q: 3 clusters Score -6241710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -6241719.000000 Penalty: 5263.376953
	Iteration 55Q: 3 clusters Score -6241719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -6241725.000000 Penalty: 5263.376953
	Iteration 56Q: 3 clusters Score -6241725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -6241734.500000 Penalty: 5263.376953
	Iteration 57Q: 3 clusters Score -6241734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6241734.000000 Penalty: 5263.376953
	Iteration 58Q: 3 clusters Score -6241734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -6241739.000000 Penalty: 5263.376953
	Iteration 59Q: 3 clusters Score -6241739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -6241737.000000 Penalty: 5263.376953
	Iteration 60F: 3 clusters Score -6241737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -6241742.500000 Penalty: 5263.376953
	Iteration 61Q: 3 clusters Score -6241742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -6241742.000000 Penalty: 5263.376953
	Iteration 62Q: 3 clusters Score -6241742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -6241735.000000 Penalty: 5263.376953
	Iteration 63Q: 3 clusters Score -6241735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -6241739.500000 Penalty: 5263.376953
	Iteration 64Q: 3 clusters Score -6241740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -6241744.500000 Penalty: 5263.376953
	Iteration 65Q: 3 clusters Score -6241744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -6241744.500000 Penalty: 5263.376953
	Iteration 66F: 3 clusters Score -6241744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Entering Unmasked Estep 
Score: -16546394.000000 Penalty: 2872.603027
	Iteration 0F: 2 clusters Score -1.654639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -16477738.000000 Penalty: 5745.206055
	Iteration 0F: 3 clusters Score -1.647774e+07 nChanged 50900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -16507090.000000 Penalty: 5745.206055
	Iteration 1F: 3 clusters Score -1.650709e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -16508540.000000 Penalty: 5745.206055
	Iteration 2Q: 3 clusters Score -1.650854e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -16510362.000000 Penalty: 5745.206055
	Iteration 3Q: 3 clusters Score -1.651036e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -16512958.000000 Penalty: 5745.206055
	Iteration 4Q: 3 clusters Score -1.651296e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -16516435.000000 Penalty: 5745.206055
	Iteration 5F: 3 clusters Score -1.651644e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -16520849.000000 Penalty: 5745.206055
	Iteration 6F: 3 clusters Score -1.652085e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -16525995.000000 Penalty: 5745.206055
	Iteration 7F: 3 clusters Score -1.6526e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -16531162.000000 Penalty: 5745.206055
	Iteration 8F: 3 clusters Score -1.653116e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -16535394.000000 Penalty: 5745.206055
	Iteration 9F: 3 clusters Score -1.653539e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -16538383.000000 Penalty: 5745.206055
	Iteration 10Q: 3 clusters Score -1.653838e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -16540379.000000 Penalty: 5745.206055
	Iteration 11Q: 3 clusters Score -1.654038e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -16541419.000000 Penalty: 5745.206055
	Iteration 12Q: 3 clusters Score -1.654142e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -16542214.000000 Penalty: 5745.206055
	Iteration 13Q: 3 clusters Score -1.654221e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -16542755.000000 Penalty: 5745.206055
	Iteration 14Q: 3 clusters Score -1.654276e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -16542993.000000 Penalty: 5745.206055
	Iteration 15Q: 3 clusters Score -1.654299e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -16543295.000000 Penalty: 5745.206055
	Iteration 16Q: 3 clusters Score -1.65433e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -16543447.000000 Penalty: 5745.206055
	Iteration 17Q: 3 clusters Score -1.654345e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -16543592.000000 Penalty: 5745.206055
	Iteration 18Q: 3 clusters Score -1.654359e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -16543779.000000 Penalty: 5745.206055
	Iteration 19Q: 3 clusters Score -1.654378e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -16543886.000000 Penalty: 5745.206055
	Iteration 20F: 3 clusters Score -1.654389e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -16543992.000000 Penalty: 5745.206055
	Iteration 21Q: 3 clusters Score -1.654399e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -16544039.000000 Penalty: 5745.206055
	Iteration 22Q: 3 clusters Score -1.654404e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -16544048.000000 Penalty: 5745.206055
	Iteration 23Q: 3 clusters Score -1.654405e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -16544092.000000 Penalty: 5745.206055
	Iteration 24Q: 3 clusters Score -1.654409e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
Score: -16544137.000000 Penalty: 5745.206055
	Iteration 25Q: 3 clusters Score -1.654414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 104848 members 
Entering Unmasked Estep 
Score: -16544153.000000 Penalty: 5745.206055
	Iteration 26Q: 3 clusters Score -1.654415e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -16544115.000000 Penalty: 5745.206055
	Iteration 27Q: 3 clusters Score -1.654412e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -16544126.000000 Penalty: 5745.206055
	Iteration 28Q: 3 clusters Score -1.654413e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -16544177.000000 Penalty: 5745.206055
	Iteration 29Q: 3 clusters Score -1.654418e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -16544222.000000 Penalty: 5745.206055
	Iteration 30Q: 3 clusters Score -1.654422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -16544231.000000 Penalty: 5745.206055
	Iteration 31Q: 3 clusters Score -1.654423e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -16544238.000000 Penalty: 5745.206055
	Iteration 32Q: 3 clusters Score -1.654424e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -16544247.000000 Penalty: 5745.206055
	Iteration 33Q: 3 clusters Score -1.654425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -16544241.000000 Penalty: 5745.206055
	Iteration 34Q: 3 clusters Score -1.654424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -16544238.000000 Penalty: 5745.206055
	Iteration 35Q: 3 clusters Score -1.654424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 105610 members 
Entering Unmasked Estep 
Score: -16544241.000000 Penalty: 5745.206055
	Iteration 36Q: 3 clusters Score -1.654424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -16544235.000000 Penalty: 5745.206055
	Iteration 37Q: 3 clusters Score -1.654424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -16544211.000000 Penalty: 5745.206055
	Iteration 38Q: 3 clusters Score -1.654421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -16544227.000000 Penalty: 5745.206055
	Iteration 39Q: 3 clusters Score -1.654423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -16544215.000000 Penalty: 5745.206055
	Iteration 40F: 3 clusters Score -1.654422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -16544224.000000 Penalty: 5745.206055
	Iteration 41Q: 3 clusters Score -1.654422e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -16544231.000000 Penalty: 5745.206055
	Iteration 42Q: 3 clusters Score -1.654423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -16544218.000000 Penalty: 5745.206055
	Iteration 43Q: 3 clusters Score -1.654422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -16544231.000000 Penalty: 5745.206055
	Iteration 44Q: 3 clusters Score -1.654423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 105803 members 
Entering Unmasked Estep 
Score: -16544231.000000 Penalty: 5745.206055
	Iteration 45Q: 3 clusters Score -1.654423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -16544234.000000 Penalty: 5745.206055
	Iteration 46Q: 3 clusters Score -1.654423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -16544228.000000 Penalty: 5745.206055
	Iteration 47Q: 3 clusters Score -1.654423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 105824 members 
Entering Unmasked Estep 
Score: -16544207.000000 Penalty: 5745.206055
	Iteration 48Q: 3 clusters Score -1.654421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -16544200.000000 Penalty: 5745.206055
	Iteration 49Q: 3 clusters Score -1.65442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -16544219.000000 Penalty: 5745.206055
	Iteration 50Q: 3 clusters Score -1.654422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -16544226.000000 Penalty: 5745.206055
	Iteration 51Q: 3 clusters Score -1.654423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -16544224.000000 Penalty: 5745.206055
	Iteration 52Q: 3 clusters Score -1.654422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -16544223.000000 Penalty: 5745.206055
	Iteration 53Q: 3 clusters Score -1.654422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -16544225.000000 Penalty: 5745.206055
	Iteration 54Q: 3 clusters Score -1.654422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -16544225.000000 Penalty: 5745.206055
	Iteration 55Q: 3 clusters Score -1.654422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -16544227.000000 Penalty: 5745.206055
	Iteration 56Q: 3 clusters Score -1.654423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -16544232.000000 Penalty: 5745.206055
	Iteration 57Q: 3 clusters Score -1.654423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 105861 members 
Entering Unmasked Estep 
Score: -16544230.000000 Penalty: 5745.206055
	Iteration 58Q: 3 clusters Score -1.654423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -16544237.000000 Penalty: 5745.206055
	Iteration 59Q: 3 clusters Score -1.654424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -16544237.000000 Penalty: 5745.206055
	Iteration 60F: 3 clusters Score -1.654424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -487029.812500 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -487029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -483632.125000 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -483632.1 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -484344.968750 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -484345 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -484478.718750 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -484478.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -484565.562500 Penalty: 4005.025879
	Iteration 3Q: 3 clusters Score -484565.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -484618.750000 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -484618.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -484655.187500 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -484655.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -484690.125000 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -484690.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -484712.593750 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -484712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -484727.312500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -484727.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -484739.031250 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -484739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -484756.718750 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -484756.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -484774.250000 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -484774.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -484785.968750 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -484786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -484797.843750 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -484797.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -484811.906250 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -484811.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -484821.843750 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -484821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -484830.062500 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -484830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -484836.375000 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -484836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -484841.687500 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -484841.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -484846.375000 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -484846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -484849.625000 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -484849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -484850.531250 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -484850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -484853.656250 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -484853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -484855.031250 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -484855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -484857.156250 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -484857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -484858.187500 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -484858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -484857.687500 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -484857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -484857.687500 Penalty: 4005.025879
	Iteration 27F: 3 clusters Score -484857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 2010.041260
	Iteration 0F: 2 clusters Score -434201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -430837.000000 Penalty: 4020.082520
	Iteration 0F: 3 clusters Score -430837 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -431616.812500 Penalty: 4020.082520
	Iteration 1F: 3 clusters Score -431616.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -431946.062500 Penalty: 4020.082520
	Iteration 2F: 3 clusters Score -431946.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -432244.468750 Penalty: 4020.082520
	Iteration 3F: 3 clusters Score -432244.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432513.343750 Penalty: 4020.082520
	Iteration 4F: 3 clusters Score -432513.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -432707.093750 Penalty: 4020.082520
	Iteration 5Q: 3 clusters Score -432707.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -432883.718750 Penalty: 4020.082520
	Iteration 6Q: 3 clusters Score -432883.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -433007.593750 Penalty: 4020.082520
	Iteration 7Q: 3 clusters Score -433007.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -433091.406250 Penalty: 4020.082520
	Iteration 8Q: 3 clusters Score -433091.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -433154.281250 Penalty: 4020.082520
	Iteration 9Q: 3 clusters Score -433154.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -433179.656250 Penalty: 4020.082520
	Iteration 10Q: 3 clusters Score -433179.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -433188.968750 Penalty: 4020.082520
	Iteration 11Q: 3 clusters Score -433189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -433203.187500 Penalty: 4020.082520
	Iteration 12Q: 3 clusters Score -433203.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -433214.812500 Penalty: 4020.082520
	Iteration 13Q: 3 clusters Score -433214.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -433222.531250 Penalty: 4020.082520
	Iteration 14Q: 3 clusters Score -433222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -433229.687500 Penalty: 4020.082520
	Iteration 15Q: 3 clusters Score -433229.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -433239.906250 Penalty: 4020.082520
	Iteration 16Q: 3 clusters Score -433239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -433242.468750 Penalty: 4020.082520
	Iteration 17Q: 3 clusters Score -433242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -433246.625000 Penalty: 4020.082520
	Iteration 18Q: 3 clusters Score -433246.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -433251.906250 Penalty: 4020.082520
	Iteration 19Q: 3 clusters Score -433251.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -433256.562500 Penalty: 4020.082520
	Iteration 20F: 3 clusters Score -433256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -433257.687500 Penalty: 4020.082520
	Iteration 21Q: 3 clusters Score -433257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -433260.906250 Penalty: 4020.082520
	Iteration 22Q: 3 clusters Score -433260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -433260.812500 Penalty: 4020.082520
	Iteration 23Q: 3 clusters Score -433260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -433260.812500 Penalty: 4020.082520
	Iteration 24F: 3 clusters Score -433260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1214234.125000 Penalty: 2230.954590
	Iteration 0F: 2 clusters Score -1214234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1207767.625000 Penalty: 4461.909180
	Iteration 0F: 3 clusters Score -1207768 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1209492.125000 Penalty: 4461.909180
	Iteration 1F: 3 clusters Score -1209492 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1209688.875000 Penalty: 4461.909180
	Iteration 2F: 3 clusters Score -1209689 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1209822.000000 Penalty: 4461.909180
	Iteration 3Q: 3 clusters Score -1209822 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1209908.750000 Penalty: 4461.909180
	Iteration 4Q: 3 clusters Score -1209909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1209977.000000 Penalty: 4461.909180
	Iteration 5Q: 3 clusters Score -1209977 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1210036.125000 Penalty: 4461.909180
	Iteration 6Q: 3 clusters Score -1210036 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1210103.375000 Penalty: 4461.909180
	Iteration 7Q: 3 clusters Score -1210103 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1210157.375000 Penalty: 4461.909180
	Iteration 8Q: 3 clusters Score -1210157 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1210215.000000 Penalty: 4461.909180
	Iteration 9Q: 3 clusters Score -1210215 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1210277.000000 Penalty: 4461.909180
	Iteration 10Q: 3 clusters Score -1210277 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1210336.625000 Penalty: 4461.909180
	Iteration 11Q: 3 clusters Score -1210337 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1210410.500000 Penalty: 4461.909180
	Iteration 12Q: 3 clusters Score -1210410 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1210498.125000 Penalty: 4461.909180
	Iteration 13Q: 3 clusters Score -1210498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1210604.500000 Penalty: 4461.909180
	Iteration 14Q: 3 clusters Score -1210604 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1210735.500000 Penalty: 4461.909180
	Iteration 15Q: 3 clusters Score -1210736 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1210879.625000 Penalty: 4461.909180
	Iteration 16Q: 3 clusters Score -1210880 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1211075.625000 Penalty: 4461.909180
	Iteration 17Q: 3 clusters Score -1211076 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1211267.625000 Penalty: 4461.909180
	Iteration 18Q: 3 clusters Score -1211268 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1211450.125000 Penalty: 4461.909180
	Iteration 19Q: 3 clusters Score -1211450 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1211611.375000 Penalty: 4461.909180
	Iteration 20F: 3 clusters Score -1211611 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1211756.250000 Penalty: 4461.909180
	Iteration 21Q: 3 clusters Score -1211756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1211892.500000 Penalty: 4461.909180
	Iteration 22Q: 3 clusters Score -1211892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1211999.625000 Penalty: 4461.909180
	Iteration 23Q: 3 clusters Score -1212000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1212077.875000 Penalty: 4461.909180
	Iteration 24Q: 3 clusters Score -1212078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1212144.125000 Penalty: 4461.909180
	Iteration 25Q: 3 clusters Score -1212144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1212197.250000 Penalty: 4461.909180
	Iteration 26Q: 3 clusters Score -1212197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1212225.500000 Penalty: 4461.909180
	Iteration 27Q: 3 clusters Score -1212226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1212248.875000 Penalty: 4461.909180
	Iteration 28Q: 3 clusters Score -1212249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1212259.250000 Penalty: 4461.909180
	Iteration 29Q: 3 clusters Score -1212259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1212265.250000 Penalty: 4461.909180
	Iteration 30Q: 3 clusters Score -1212265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1212271.500000 Penalty: 4461.909180
	Iteration 31Q: 3 clusters Score -1212272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1212275.250000 Penalty: 4461.909180
	Iteration 32Q: 3 clusters Score -1212275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1212275.250000 Penalty: 4461.909180
	Iteration 33F: 3 clusters Score -1212275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1940373.875000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -1940374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1930353.375000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -1930353 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1933589.625000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -1933590 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1934146.125000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -1934146 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1934684.875000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -1934685 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1935172.250000 Penalty: 4727.830566
	Iteration 4F: 3 clusters Score -1935172 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1935604.750000 Penalty: 4727.830566
	Iteration 5F: 3 clusters Score -1935605 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1935956.875000 Penalty: 4727.830566
	Iteration 6Q: 3 clusters Score -1935957 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1936258.875000 Penalty: 4727.830566
	Iteration 7Q: 3 clusters Score -1936259 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1936520.250000 Penalty: 4727.830566
	Iteration 8Q: 3 clusters Score -1936520 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1936730.500000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -1936730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1936913.375000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -1936913 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1937099.000000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -1937099 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1937279.125000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -1937279 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1937437.000000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -1937437 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1937566.250000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -1937566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1937685.625000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -1937686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1937774.500000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -1937774 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1937844.875000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -1937845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1937910.375000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -1937910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1937986.125000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -1937986 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1938065.750000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -1938066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1938113.375000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -1938113 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1938164.250000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -1938164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1938207.500000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -1938208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1938261.375000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -1938261 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1938312.625000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -1938313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1938350.250000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -1938350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1938386.875000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -1938387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1938402.875000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -1938403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1938425.875000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -1938426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1938454.250000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -1938454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1938473.750000 Penalty: 4727.830566
	Iteration 31Q: 3 clusters Score -1938474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1938483.625000 Penalty: 4727.830566
	Iteration 32Q: 3 clusters Score -1938484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1938502.500000 Penalty: 4727.830566
	Iteration 33Q: 3 clusters Score -1938502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1938515.625000 Penalty: 4727.830566
	Iteration 34Q: 3 clusters Score -1938516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1938532.375000 Penalty: 4727.830566
	Iteration 35Q: 3 clusters Score -1938532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1938545.375000 Penalty: 4727.830566
	Iteration 36Q: 3 clusters Score -1938545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1938559.250000 Penalty: 4727.830566
	Iteration 37Q: 3 clusters Score -1938559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1938583.125000 Penalty: 4727.830566
	Iteration 38Q: 3 clusters Score -1938583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1938596.375000 Penalty: 4727.830566
	Iteration 39Q: 3 clusters Score -1938596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1938620.625000 Penalty: 4727.830566
	Iteration 40F: 3 clusters Score -1938621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1938638.250000 Penalty: 4727.830566
	Iteration 41Q: 3 clusters Score -1938638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1938660.750000 Penalty: 4727.830566
	Iteration 42Q: 3 clusters Score -1938661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1938680.375000 Penalty: 4727.830566
	Iteration 43Q: 3 clusters Score -1938680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1938708.250000 Penalty: 4727.830566
	Iteration 44Q: 3 clusters Score -1938708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1938741.625000 Penalty: 4727.830566
	Iteration 45Q: 3 clusters Score -1938742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1938778.875000 Penalty: 4727.830566
	Iteration 46Q: 3 clusters Score -1938779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1938809.625000 Penalty: 4727.830566
	Iteration 47Q: 3 clusters Score -1938810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1938828.750000 Penalty: 4727.830566
	Iteration 48Q: 3 clusters Score -1938829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1938840.375000 Penalty: 4727.830566
	Iteration 49Q: 3 clusters Score -1938840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1938851.125000 Penalty: 4727.830566
	Iteration 50Q: 3 clusters Score -1938851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1938872.375000 Penalty: 4727.830566
	Iteration 51Q: 3 clusters Score -1938872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1938877.875000 Penalty: 4727.830566
	Iteration 52Q: 3 clusters Score -1938878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1938899.375000 Penalty: 4727.830566
	Iteration 53Q: 3 clusters Score -1938899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1938908.750000 Penalty: 4727.830566
	Iteration 54Q: 3 clusters Score -1938909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1938920.500000 Penalty: 4727.830566
	Iteration 55Q: 3 clusters Score -1938920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1938931.250000 Penalty: 4727.830566
	Iteration 56Q: 3 clusters Score -1938931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1938945.625000 Penalty: 4727.830566
	Iteration 57Q: 3 clusters Score -1938946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1938964.125000 Penalty: 4727.830566
	Iteration 58Q: 3 clusters Score -1938964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1938969.000000 Penalty: 4727.830566
	Iteration 59Q: 3 clusters Score -1938969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1938985.625000 Penalty: 4727.830566
	Iteration 60F: 3 clusters Score -1938986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1938999.875000 Penalty: 4727.830566
	Iteration 61Q: 3 clusters Score -1939000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1939011.625000 Penalty: 4727.830566
	Iteration 62Q: 3 clusters Score -1939012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1939030.000000 Penalty: 4727.830566
	Iteration 63Q: 3 clusters Score -1939030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1939037.000000 Penalty: 4727.830566
	Iteration 64Q: 3 clusters Score -1939037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1939044.750000 Penalty: 4727.830566
	Iteration 65Q: 3 clusters Score -1939045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1939059.625000 Penalty: 4727.830566
	Iteration 66Q: 3 clusters Score -1939060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1939065.750000 Penalty: 4727.830566
	Iteration 67Q: 3 clusters Score -1939066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1939073.750000 Penalty: 4727.830566
	Iteration 68Q: 3 clusters Score -1939074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1939084.500000 Penalty: 4727.830566
	Iteration 69Q: 3 clusters Score -1939084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1939091.250000 Penalty: 4727.830566
	Iteration 70Q: 3 clusters Score -1939091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1939103.000000 Penalty: 4727.830566
	Iteration 71Q: 3 clusters Score -1939103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1939105.125000 Penalty: 4727.830566
	Iteration 72Q: 3 clusters Score -1939105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1939110.125000 Penalty: 4727.830566
	Iteration 73Q: 3 clusters Score -1939110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1939115.750000 Penalty: 4727.830566
	Iteration 74Q: 3 clusters Score -1939116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1939122.500000 Penalty: 4727.830566
	Iteration 75Q: 3 clusters Score -1939122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1939123.750000 Penalty: 4727.830566
	Iteration 76Q: 3 clusters Score -1939124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1939129.000000 Penalty: 4727.830566
	Iteration 77Q: 3 clusters Score -1939129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1939127.125000 Penalty: 4727.830566
	Iteration 78Q: 3 clusters Score -1939127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1939127.375000 Penalty: 4727.830566
	Iteration 79Q: 3 clusters Score -1939127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1939131.375000 Penalty: 4727.830566
	Iteration 80F: 3 clusters Score -1939131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1939138.250000 Penalty: 4727.830566
	Iteration 81Q: 3 clusters Score -1939138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1939139.375000 Penalty: 4727.830566
	Iteration 82Q: 3 clusters Score -1939139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1939142.750000 Penalty: 4727.830566
	Iteration 83Q: 3 clusters Score -1939143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1939142.750000 Penalty: 4727.830566
	Iteration 84Q: 3 clusters Score -1939143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1939146.250000 Penalty: 4727.830566
	Iteration 85Q: 3 clusters Score -1939146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1939149.125000 Penalty: 4727.830566
	Iteration 86Q: 3 clusters Score -1939149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1939150.500000 Penalty: 4727.830566
	Iteration 87Q: 3 clusters Score -1939150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1939148.375000 Penalty: 4727.830566
	Iteration 88Q: 3 clusters Score -1939148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1939148.250000 Penalty: 4727.830566
	Iteration 89Q: 3 clusters Score -1939148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1939149.250000 Penalty: 4727.830566
	Iteration 90Q: 3 clusters Score -1939149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1939152.125000 Penalty: 4727.830566
	Iteration 91Q: 3 clusters Score -1939152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1939154.375000 Penalty: 4727.830566
	Iteration 92Q: 3 clusters Score -1939154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1939154.250000 Penalty: 4727.830566
	Iteration 93Q: 3 clusters Score -1939154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1939158.875000 Penalty: 4727.830566
	Iteration 94Q: 3 clusters Score -1939159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1939156.750000 Penalty: 4727.830566
	Iteration 95Q: 3 clusters Score -1939157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1939161.250000 Penalty: 4727.830566
	Iteration 96Q: 3 clusters Score -1939161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1939160.875000 Penalty: 4727.830566
	Iteration 97Q: 3 clusters Score -1939161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1939161.125000 Penalty: 4727.830566
	Iteration 98Q: 3 clusters Score -1939161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1939162.500000 Penalty: 4727.830566
	Iteration 99Q: 3 clusters Score -1939162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1939160.500000 Penalty: 4727.830566
	Iteration 100F: 3 clusters Score -1939160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1939160.250000 Penalty: 4727.830566
	Iteration 101Q: 3 clusters Score -1939160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1939159.625000 Penalty: 4727.830566
	Iteration 102Q: 3 clusters Score -1939160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1939160.125000 Penalty: 4727.830566
	Iteration 103Q: 3 clusters Score -1939160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1939162.000000 Penalty: 4727.830566
	Iteration 104Q: 3 clusters Score -1939162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1939162.125000 Penalty: 4727.830566
	Iteration 105Q: 3 clusters Score -1939162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1939162.125000 Penalty: 4727.830566
	Iteration 106F: 3 clusters Score -1939162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20571.390625 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20571.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20725.408203 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20725.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20842.898438 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -20842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21007.093750 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -21007.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21105.306641 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -21105.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21114.732422 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -21114.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21114.732422 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -21114.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Entering Unmasked Estep 
Score: -5483004.000000 Penalty: 2602.997314
	Iteration 0F: 2 clusters Score -5483004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -5458496.000000 Penalty: 5205.994629
	Iteration 0F: 3 clusters Score -5458496 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -5467656.500000 Penalty: 5205.994629
	Iteration 1F: 3 clusters Score -5467656 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5468314.000000 Penalty: 5205.994629
	Iteration 2Q: 3 clusters Score -5468314 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -5468999.000000 Penalty: 5205.994629
	Iteration 3Q: 3 clusters Score -5468999 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5469830.500000 Penalty: 5205.994629
	Iteration 4Q: 3 clusters Score -5469830 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5470811.000000 Penalty: 5205.994629
	Iteration 5F: 3 clusters Score -5470811 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5471753.500000 Penalty: 5205.994629
	Iteration 6F: 3 clusters Score -5471754 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -5472657.000000 Penalty: 5205.994629
	Iteration 7F: 3 clusters Score -5472657 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5473585.000000 Penalty: 5205.994629
	Iteration 8Q: 3 clusters Score -5473585 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5474357.000000 Penalty: 5205.994629
	Iteration 9Q: 3 clusters Score -5474357 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5474992.000000 Penalty: 5205.994629
	Iteration 10Q: 3 clusters Score -5474992 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5475556.000000 Penalty: 5205.994629
	Iteration 11Q: 3 clusters Score -5475556 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5476091.000000 Penalty: 5205.994629
	Iteration 12Q: 3 clusters Score -5476091 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5476669.000000 Penalty: 5205.994629
	Iteration 13Q: 3 clusters Score -5476669 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -5477332.500000 Penalty: 5205.994629
	Iteration 14Q: 3 clusters Score -5477332 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5477992.500000 Penalty: 5205.994629
	Iteration 15Q: 3 clusters Score -5477992 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5478392.000000 Penalty: 5205.994629
	Iteration 16Q: 3 clusters Score -5478392 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5478685.000000 Penalty: 5205.994629
	Iteration 17Q: 3 clusters Score -5478685 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -5478871.000000 Penalty: 5205.994629
	Iteration 18Q: 3 clusters Score -5478871 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5478999.000000 Penalty: 5205.994629
	Iteration 19Q: 3 clusters Score -5478999 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5479114.000000 Penalty: 5205.994629
	Iteration 20F: 3 clusters Score -5479114 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5479193.500000 Penalty: 5205.994629
	Iteration 21Q: 3 clusters Score -5479194 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5479245.000000 Penalty: 5205.994629
	Iteration 22Q: 3 clusters Score -5479245 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5479279.500000 Penalty: 5205.994629
	Iteration 23Q: 3 clusters Score -5479280 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5479364.000000 Penalty: 5205.994629
	Iteration 24Q: 3 clusters Score -5479364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -5479409.000000 Penalty: 5205.994629
	Iteration 25Q: 3 clusters Score -5479409 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5479467.000000 Penalty: 5205.994629
	Iteration 26Q: 3 clusters Score -5479467 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -5479500.000000 Penalty: 5205.994629
	Iteration 27Q: 3 clusters Score -5479500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5479540.000000 Penalty: 5205.994629
	Iteration 28Q: 3 clusters Score -5479540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5479576.000000 Penalty: 5205.994629
	Iteration 29Q: 3 clusters Score -5479576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5479600.000000 Penalty: 5205.994629
	Iteration 30Q: 3 clusters Score -5479600 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5479635.500000 Penalty: 5205.994629
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5479650 nChanged 172
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Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5479678 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5479710 nChanged 199
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Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5479742 nChanged 169
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Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5479768 nChanged 140
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Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5479802 nChanged 148
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Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5479828 nChanged 141
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Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 11455 members 
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	Iteration 39Q: 3 clusters Score -5479842 nChanged 132
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Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5479847 nChanged 125
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Mstep: Class 1 contains 24971 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25093 members 
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	Iteration 42Q: 3 clusters Score -5479868 nChanged 103
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Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 10975 members 
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	Iteration 43Q: 3 clusters Score -5479886 nChanged 94
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Mstep: Class 1 contains 25488 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 10570 members 
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Mstep: Class 1 contains 25689 members 
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Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 10394 members 
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	Iteration 49Q: 3 clusters Score -5479950 nChanged 97
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Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5479944 nChanged 88
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Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 10215 members 
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	Iteration 51Q: 3 clusters Score -5479946 nChanged 86
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Mstep: Class 1 contains 26040 members 
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Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 10051 members 
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Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 9983 members 
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Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26312 members 
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Mstep: Class 1 contains 26377 members 
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Mstep: Class 1 contains 26458 members 
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	Iteration 59Q: 3 clusters Score -5480000 nChanged 87
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Mstep: Class 1 contains 26629 members 
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	Iteration 60F: 3 clusters Score -5480014 nChanged 90
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Mstep: Class 1 contains 27533 members 
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Mstep: Class 1 contains 27767 members 
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Mstep: Class 1 contains 27844 members 
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Mstep: Class 1 contains 28025 members 
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Mstep: Class 1 contains 28107 members 
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	Iteration 80F: 3 clusters Score -5480198 nChanged 95
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Mstep: Class 1 contains 28200 members 
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	Iteration 82Q: 3 clusters Score -5480228 nChanged 94
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Mstep: Class 1 contains 28386 members 
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	Iteration 83Q: 3 clusters Score -5480246 nChanged 99
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	Iteration 84Q: 3 clusters Score -5480251 nChanged 97
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Mstep: Class 1 contains 28580 members 
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	Iteration 85Q: 3 clusters Score -5480276 nChanged 83
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Mstep: Class 1 contains 28661 members 
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	Iteration 86Q: 3 clusters Score -5480303 nChanged 89
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Mstep: Class 1 contains 28746 members 
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	Iteration 87Q: 3 clusters Score -5480304 nChanged 92
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5480314 nChanged 101
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	Iteration 89Q: 3 clusters Score -5480341 nChanged 107
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Mstep: Class 1 contains 29034 members 
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	Iteration 90Q: 3 clusters Score -5480354 nChanged 118
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Mstep: Class 1 contains 29264 members 
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	Iteration 92Q: 3 clusters Score -5480414 nChanged 121
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Mstep: Class 1 contains 29381 members 
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Mstep: Class 1 contains 29500 members 
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	Iteration 94Q: 3 clusters Score -5480480 nChanged 137
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Mstep: Class 1 contains 29635 members 
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	Iteration 95Q: 3 clusters Score -5480514 nChanged 128
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	Iteration 97Q: 3 clusters Score -5480596 nChanged 130
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Mstep: Class 1 contains 29983 members 
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	Iteration 98Q: 3 clusters Score -5480626 nChanged 143
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Mstep: Class 1 contains 30116 members 
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	Iteration 99Q: 3 clusters Score -5480672 nChanged 138
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	Iteration 100F: 3 clusters Score -5480700 nChanged 127
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Mstep: Class 1 contains 30361 members 
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	Iteration 108Q: 3 clusters Score -5480906 nChanged 93
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	Iteration 109Q: 3 clusters Score -5480934 nChanged 94
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	Iteration 110Q: 3 clusters Score -5480932 nChanged 82
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	Iteration 111Q: 3 clusters Score -5480963 nChanged 77
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	Iteration 112Q: 3 clusters Score -5480991 nChanged 80
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	Iteration 113Q: 3 clusters Score -5480999 nChanged 75
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	Iteration 114Q: 3 clusters Score -5481027 nChanged 67
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	Iteration 115Q: 3 clusters Score -5481037 nChanged 63
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	Iteration 116Q: 3 clusters Score -5481054 nChanged 59
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	Iteration 117Q: 3 clusters Score -5481058 nChanged 44
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	Iteration 118Q: 3 clusters Score -5481064 nChanged 43
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	Iteration 119Q: 3 clusters Score -5481065 nChanged 35
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	Iteration 120F: 3 clusters Score -5481070 nChanged 22
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	Iteration 121Q: 3 clusters Score -5481070 nChanged 26
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	Iteration 122Q: 3 clusters Score -5481076 nChanged 28
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	Iteration 123Q: 3 clusters Score -5481086 nChanged 24
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	Iteration 124Q: 3 clusters Score -5481104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -5481100.000000 Penalty: 5205.994629
	Iteration 125Q: 3 clusters Score -5481100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5481097.000000 Penalty: 5205.994629
	Iteration 126Q: 3 clusters Score -5481097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5481091.500000 Penalty: 5205.994629
	Iteration 127Q: 3 clusters Score -5481092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5481102.000000 Penalty: 5205.994629
	Iteration 128Q: 3 clusters Score -5481102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5481107.000000 Penalty: 5205.994629
	Iteration 129Q: 3 clusters Score -5481107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5481106.000000 Penalty: 5205.994629
	Iteration 130Q: 3 clusters Score -5481106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5481109.500000 Penalty: 5205.994629
	Iteration 131Q: 3 clusters Score -5481110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5481103.000000 Penalty: 5205.994629
	Iteration 132Q: 3 clusters Score -5481103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5481106.500000 Penalty: 5205.994629
	Iteration 133Q: 3 clusters Score -5481106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5481113.500000 Penalty: 5205.994629
	Iteration 134Q: 3 clusters Score -5481114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5481110.000000 Penalty: 5205.994629
	Iteration 135Q: 3 clusters Score -5481110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5481105.000000 Penalty: 5205.994629
	Iteration 136Q: 3 clusters Score -5481105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5481109.500000 Penalty: 5205.994629
	Iteration 137Q: 3 clusters Score -5481110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5481110.500000 Penalty: 5205.994629
	Iteration 138Q: 3 clusters Score -5481110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5481121.500000 Penalty: 5205.994629
	Iteration 139Q: 3 clusters Score -5481122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5481121.000000 Penalty: 5205.994629
	Iteration 140F: 3 clusters Score -5481121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5481119.000000 Penalty: 5205.994629
	Iteration 141Q: 3 clusters Score -5481119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5481121.000000 Penalty: 5205.994629
	Iteration 142Q: 3 clusters Score -5481121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5481124.000000 Penalty: 5205.994629
	Iteration 143Q: 3 clusters Score -5481124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5481118.000000 Penalty: 5205.994629
	Iteration 144Q: 3 clusters Score -5481118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5481121.500000 Penalty: 5205.994629
	Iteration 145Q: 3 clusters Score -5481122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5481121.500000 Penalty: 5205.994629
	Iteration 146F: 3 clusters Score -5481122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Entering Unmasked Estep 
Score: -2809651.250000 Penalty: 2450.052979
	Iteration 0F: 2 clusters Score -2809651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2795848.250000 Penalty: 4900.105957
	Iteration 0F: 3 clusters Score -2795848 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2800579.750000 Penalty: 4900.105957
	Iteration 1F: 3 clusters Score -2800580 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2801165.500000 Penalty: 4900.105957
	Iteration 2F: 3 clusters Score -2801166 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2801718.750000 Penalty: 4900.105957
	Iteration 3F: 3 clusters Score -2801719 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2802226.250000 Penalty: 4900.105957
	Iteration 4F: 3 clusters Score -2802226 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2802718.250000 Penalty: 4900.105957
	Iteration 5F: 3 clusters Score -2802718 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2803187.250000 Penalty: 4900.105957
	Iteration 6Q: 3 clusters Score -2803187 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2803712.750000 Penalty: 4900.105957
	Iteration 7Q: 3 clusters Score -2803713 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2804250.500000 Penalty: 4900.105957
	Iteration 8Q: 3 clusters Score -2804250 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2804792.250000 Penalty: 4900.105957
	Iteration 9Q: 3 clusters Score -2804792 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2805247.750000 Penalty: 4900.105957
	Iteration 10Q: 3 clusters Score -2805248 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2805642.250000 Penalty: 4900.105957
	Iteration 11Q: 3 clusters Score -2805642 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2805948.750000 Penalty: 4900.105957
	Iteration 12Q: 3 clusters Score -2805949 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2806212.500000 Penalty: 4900.105957
	Iteration 13Q: 3 clusters Score -2806212 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2806425.250000 Penalty: 4900.105957
	Iteration 14Q: 3 clusters Score -2806425 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2806630.000000 Penalty: 4900.105957
	Iteration 15Q: 3 clusters Score -2806630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2806806.500000 Penalty: 4900.105957
	Iteration 16Q: 3 clusters Score -2806806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2806955.000000 Penalty: 4900.105957
	Iteration 17Q: 3 clusters Score -2806955 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2807080.250000 Penalty: 4900.105957
	Iteration 18Q: 3 clusters Score -2807080 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2807233.250000 Penalty: 4900.105957
	Iteration 19Q: 3 clusters Score -2807233 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2807365.250000 Penalty: 4900.105957
	Iteration 20F: 3 clusters Score -2807365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2807471.750000 Penalty: 4900.105957
	Iteration 21Q: 3 clusters Score -2807472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2807595.750000 Penalty: 4900.105957
	Iteration 22Q: 3 clusters Score -2807596 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2807710.000000 Penalty: 4900.105957
	Iteration 23Q: 3 clusters Score -2807710 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2807814.750000 Penalty: 4900.105957
	Iteration 24Q: 3 clusters Score -2807815 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2807908.500000 Penalty: 4900.105957
	Iteration 25Q: 3 clusters Score -2807908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2807981.750000 Penalty: 4900.105957
	Iteration 26Q: 3 clusters Score -2807982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2808050.250000 Penalty: 4900.105957
	Iteration 27Q: 3 clusters Score -2808050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2808105.000000 Penalty: 4900.105957
	Iteration 28Q: 3 clusters Score -2808105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2808133.500000 Penalty: 4900.105957
	Iteration 29Q: 3 clusters Score -2808134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2808167.750000 Penalty: 4900.105957
	Iteration 30Q: 3 clusters Score -2808168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2808193.750000 Penalty: 4900.105957
	Iteration 31Q: 3 clusters Score -2808194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2808219.250000 Penalty: 4900.105957
	Iteration 32Q: 3 clusters Score -2808219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2808231.750000 Penalty: 4900.105957
	Iteration 33Q: 3 clusters Score -2808232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2808252.000000 Penalty: 4900.105957
	Iteration 34Q: 3 clusters Score -2808252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2808276.250000 Penalty: 4900.105957
	Iteration 35Q: 3 clusters Score -2808276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2808301.500000 Penalty: 4900.105957
	Iteration 36Q: 3 clusters Score -2808302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2808324.000000 Penalty: 4900.105957
	Iteration 37Q: 3 clusters Score -2808324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2808342.750000 Penalty: 4900.105957
	Iteration 38Q: 3 clusters Score -2808343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2808363.250000 Penalty: 4900.105957
	Iteration 39Q: 3 clusters Score -2808363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2808368.750000 Penalty: 4900.105957
	Iteration 40F: 3 clusters Score -2808369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2808373.000000 Penalty: 4900.105957
	Iteration 41Q: 3 clusters Score -2808373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2808380.750000 Penalty: 4900.105957
	Iteration 42Q: 3 clusters Score -2808381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2808395.250000 Penalty: 4900.105957
	Iteration 43Q: 3 clusters Score -2808395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2808399.750000 Penalty: 4900.105957
	Iteration 44Q: 3 clusters Score -2808400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2808407.500000 Penalty: 4900.105957
	Iteration 45Q: 3 clusters Score -2808408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2808417.250000 Penalty: 4900.105957
	Iteration 46Q: 3 clusters Score -2808417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2808417.250000 Penalty: 4900.105957
	Iteration 47Q: 3 clusters Score -2808417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2808422.750000 Penalty: 4900.105957
	Iteration 48Q: 3 clusters Score -2808423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2808435.000000 Penalty: 4900.105957
	Iteration 49Q: 3 clusters Score -2808435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2808441.250000 Penalty: 4900.105957
	Iteration 50Q: 3 clusters Score -2808441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2808445.500000 Penalty: 4900.105957
	Iteration 51Q: 3 clusters Score -2808446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2808452.500000 Penalty: 4900.105957
	Iteration 52Q: 3 clusters Score -2808452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2808453.000000 Penalty: 4900.105957
	Iteration 53Q: 3 clusters Score -2808453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2808458.750000 Penalty: 4900.105957
	Iteration 54Q: 3 clusters Score -2808459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2808455.750000 Penalty: 4900.105957
	Iteration 55Q: 3 clusters Score -2808456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2808457.750000 Penalty: 4900.105957
	Iteration 56Q: 3 clusters Score -2808458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2808459.250000 Penalty: 4900.105957
	Iteration 57Q: 3 clusters Score -2808459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2808461.000000 Penalty: 4900.105957
	Iteration 58Q: 3 clusters Score -2808461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2808459.500000 Penalty: 4900.105957
	Iteration 59Q: 3 clusters Score -2808460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2808457.000000 Penalty: 4900.105957
	Iteration 60F: 3 clusters Score -2808457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2808460.000000 Penalty: 4900.105957
	Iteration 61Q: 3 clusters Score -2808460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2808458.500000 Penalty: 4900.105957
	Iteration 62Q: 3 clusters Score -2808458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2808457.750000 Penalty: 4900.105957
	Iteration 63Q: 3 clusters Score -2808458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2808457.750000 Penalty: 4900.105957
	Iteration 64F: 3 clusters Score -2808458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -283408.281250 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -283408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -280886.406250 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -280886.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -281329.625000 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -281329.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -281434.156250 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -281434.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -281482.468750 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -281482.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -281516.125000 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -281516.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -281538.812500 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -281538.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -281563.250000 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -281563.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -281580.625000 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -281580.6 nChanged 17
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: -281591.562500 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -281591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -281599.625000 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -281599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -281610.687500 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -281610.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -281620.218750 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -281620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -281623.437500 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -281623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281627.406250 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -281627.4 nChanged 3
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: -281629.218750 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -281629.2 nChanged 2
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: -281630.312500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -281630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281630.312500 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -281630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281630.312500 Penalty: 3730.304932
	Iteration 17F: 3 clusters Score -281630.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -126772.679688 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -126772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124880.078125 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -124880.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125174.367188 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -125174.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125315.414062 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -125315.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125439.921875 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -125439.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -125555.757812 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -125555.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125688.898438 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -125688.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125796.953125 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -125797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -125860.007812 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -125860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125898.734375 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -125898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -125923.812500 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -125923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125944.070312 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -125944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125964.265625 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -125964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -125986.601562 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -125986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -126005.070312 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -126005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -126014.328125 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -126014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126019.117188 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -126019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -126023.195312 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -126023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126032.148438 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -126032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -126050.906250 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -126050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126080.890625 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -126080.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126128.703125 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -126128.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126165.703125 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -126165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -126180.140625 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -126180.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126191.648438 Penalty: 3391.848877
	Iteration 23Q: 3 clusters Score -126191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126195.335938 Penalty: 3391.848877
	Iteration 24Q: 3 clusters Score -126195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -126197.375000 Penalty: 3391.848877
	Iteration 25Q: 3 clusters Score -126197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126202.250000 Penalty: 3391.848877
	Iteration 26Q: 3 clusters Score -126202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126202.250000 Penalty: 3391.848877
	Iteration 27F: 3 clusters Score -126202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 391 members 
Entering Unmasked Estep 
Score: -104867.421875 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104867.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105212.515625 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105212.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105385.539062 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105385.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105504.414062 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105504.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105652.117188 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105652.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105767.882812 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105834.992188 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -105835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105955.351562 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -105955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106030.500000 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106030.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106075.007812 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106101.875000 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106101.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106146.140625 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106164.914062 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106173.968750 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106178.820312 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106182.054688 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -106186.125000 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106192.046875 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -106195.000000 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106200.703125 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -106200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106207.789062 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -106207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106216.414062 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -106216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106231.546875 Penalty: 3321.116211
	Iteration 22Q: 3 clusters Score -106231.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106242.250000 Penalty: 3321.116211
	Iteration 23Q: 3 clusters Score -106242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106247.671875 Penalty: 3321.116211
	Iteration 24Q: 3 clusters Score -106247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106257.476562 Penalty: 3321.116211
	Iteration 25Q: 3 clusters Score -106257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106268.062500 Penalty: 3321.116211
	Iteration 26Q: 3 clusters Score -106268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106283.320312 Penalty: 3321.116211
	Iteration 27Q: 3 clusters Score -106283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106305.937500 Penalty: 3321.116211
	Iteration 28Q: 3 clusters Score -106305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106325.804688 Penalty: 3321.116211
	Iteration 29Q: 3 clusters Score -106325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106340.570312 Penalty: 3321.116211
	Iteration 30Q: 3 clusters Score -106340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106357.132812 Penalty: 3321.116211
	Iteration 31Q: 3 clusters Score -106357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106363.062500 Penalty: 3321.116211
	Iteration 32Q: 3 clusters Score -106363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106375.234375 Penalty: 3321.116211
	Iteration 33Q: 3 clusters Score -106375.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106385.585938 Penalty: 3321.116211
	Iteration 34Q: 3 clusters Score -106385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106388.273438 Penalty: 3321.116211
	Iteration 35Q: 3 clusters Score -106388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106391.343750 Penalty: 3321.116211
	Iteration 36Q: 3 clusters Score -106391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106392.914062 Penalty: 3321.116211
	Iteration 37Q: 3 clusters Score -106392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106395.953125 Penalty: 3321.116211
	Iteration 38Q: 3 clusters Score -106396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106403.109375 Penalty: 3321.116211
	Iteration 39Q: 3 clusters Score -106403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106409.781250 Penalty: 3321.116211
	Iteration 40F: 3 clusters Score -106409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106414.593750 Penalty: 3321.116211
	Iteration 41Q: 3 clusters Score -106414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -106427.671875 Penalty: 3321.116211
	Iteration 42Q: 3 clusters Score -106427.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -106448.820312 Penalty: 3321.116211
	Iteration 43Q: 3 clusters Score -106448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106467.335938 Penalty: 3321.116211
	Iteration 44Q: 3 clusters Score -106467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106488.203125 Penalty: 3321.116211
	Iteration 45Q: 3 clusters Score -106488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106503.960938 Penalty: 3321.116211
	Iteration 46Q: 3 clusters Score -106504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106526.015625 Penalty: 3321.116211
	Iteration 47Q: 3 clusters Score -106526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106603.828125 Penalty: 3321.116211
	Iteration 48Q: 3 clusters Score -106603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106695.523438 Penalty: 3321.116211
	Iteration 49Q: 3 clusters Score -106695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -106717.656250 Penalty: 3321.116211
	Iteration 50Q: 3 clusters Score -106717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106719.945312 Penalty: 3321.116211
	Iteration 51Q: 3 clusters Score -106719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -106722.242188 Penalty: 3321.116211
	Iteration 52Q: 3 clusters Score -106722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106725.375000 Penalty: 3321.116211
	Iteration 53Q: 3 clusters Score -106725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -106740.640625 Penalty: 3321.116211
	Iteration 54Q: 3 clusters Score -106740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -106761.500000 Penalty: 3321.116211
	Iteration 55Q: 3 clusters Score -106761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106798.093750 Penalty: 3321.116211
	Iteration 56Q: 3 clusters Score -106798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106804.914062 Penalty: 3321.116211
	Iteration 57Q: 3 clusters Score -106804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106809.359375 Penalty: 3321.116211
	Iteration 58Q: 3 clusters Score -106809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106812.054688 Penalty: 3321.116211
	Iteration 59Q: 3 clusters Score -106812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106812.054688 Penalty: 3321.116211
	Iteration 60F: 3 clusters Score -106812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 169436 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107267 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36169 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 501 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 116066 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 308 members 
Entering Unmasked Estep 
Score: -104171856.000000 Penalty: 130140.156250
Splitting cluster 27 changes total score from -104173240.000000 to -104171856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -1273011.500000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -1273012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1266363.125000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -1266363 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1268210.000000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -1268210 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1268529.750000 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -1268530 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1268739.750000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -1268740 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1268900.875000 Penalty: 4482.616699
	Iteration 4Q: 3 clusters Score -1268901 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1269042.875000 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -1269043 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1269163.125000 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -1269163 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1269286.000000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -1269286 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1269417.375000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -1269417 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1269553.375000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -1269553 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1269698.125000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -1269698 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1269840.125000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -1269840 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1270038.250000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -1270038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1270228.000000 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -1270228 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1270427.250000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -1270427 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1270605.875000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -1270606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1270742.250000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -1270742 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1270844.500000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -1270844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1270943.250000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -1270943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1271015.000000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -1271015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1271076.750000 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -1271077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1271118.750000 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -1271119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1271147.250000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -1271147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1271175.500000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -1271176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1271192.000000 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -1271192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1271205.750000 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -1271206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1271215.625000 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -1271216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1271226.500000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -1271226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1271228.000000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -1271228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1271232.250000 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -1271232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1271233.125000 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -1271233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1271237.250000 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -1271237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1271235.625000 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -1271236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1271239.125000 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -1271239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1271238.375000 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -1271238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1271240.500000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -1271240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1271240.125000 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -1271240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1271244.125000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -1271244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1271245.500000 Penalty: 4482.616699
	Iteration 38Q: 3 clusters Score -1271246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1271245.375000 Penalty: 4482.616699
	Iteration 39Q: 3 clusters Score -1271245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1271246.500000 Penalty: 4482.616699
	Iteration 40F: 3 clusters Score -1271246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -2401678.250000 Penalty: 2397.166016
	Iteration 0F: 2 clusters Score -2401678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2390300.500000 Penalty: 4794.332031
	Iteration 0F: 3 clusters Score -2390300 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2393940.000000 Penalty: 4794.332031
	Iteration 1F: 3 clusters Score -2393940 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2394251.750000 Penalty: 4794.332031
	Iteration 2F: 3 clusters Score -2394252 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2394533.500000 Penalty: 4794.332031
	Iteration 3Q: 3 clusters Score -2394534 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2394836.250000 Penalty: 4794.332031
	Iteration 4Q: 3 clusters Score -2394836 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2395146.000000 Penalty: 4794.332031
	Iteration 5Q: 3 clusters Score -2395146 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2395536.000000 Penalty: 4794.332031
	Iteration 6Q: 3 clusters Score -2395536 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2396026.250000 Penalty: 4794.332031
	Iteration 7Q: 3 clusters Score -2396026 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2396530.500000 Penalty: 4794.332031
	Iteration 8Q: 3 clusters Score -2396530 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2396996.500000 Penalty: 4794.332031
	Iteration 9Q: 3 clusters Score -2396996 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2397420.750000 Penalty: 4794.332031
	Iteration 10Q: 3 clusters Score -2397421 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2397836.000000 Penalty: 4794.332031
	Iteration 11Q: 3 clusters Score -2397836 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2398200.750000 Penalty: 4794.332031
	Iteration 12Q: 3 clusters Score -2398201 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2398539.000000 Penalty: 4794.332031
	Iteration 13Q: 3 clusters Score -2398539 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2398841.750000 Penalty: 4794.332031
	Iteration 14Q: 3 clusters Score -2398842 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2399118.000000 Penalty: 4794.332031
	Iteration 15Q: 3 clusters Score -2399118 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2399384.750000 Penalty: 4794.332031
	Iteration 16Q: 3 clusters Score -2399385 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2399629.000000 Penalty: 4794.332031
	Iteration 17Q: 3 clusters Score -2399629 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2399916.250000 Penalty: 4794.332031
	Iteration 18Q: 3 clusters Score -2399916 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2400215.750000 Penalty: 4794.332031
	Iteration 19Q: 3 clusters Score -2400216 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2400401.250000 Penalty: 4794.332031
	Iteration 20F: 3 clusters Score -2400401 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2400526.250000 Penalty: 4794.332031
	Iteration 21Q: 3 clusters Score -2400526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2400612.750000 Penalty: 4794.332031
	Iteration 22Q: 3 clusters Score -2400613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2400685.750000 Penalty: 4794.332031
	Iteration 23Q: 3 clusters Score -2400686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2400735.000000 Penalty: 4794.332031
	Iteration 24Q: 3 clusters Score -2400735 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2400793.500000 Penalty: 4794.332031
	Iteration 25Q: 3 clusters Score -2400794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2400839.750000 Penalty: 4794.332031
	Iteration 26Q: 3 clusters Score -2400840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2400882.750000 Penalty: 4794.332031
	Iteration 27Q: 3 clusters Score -2400883 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2400930.000000 Penalty: 4794.332031
	Iteration 28Q: 3 clusters Score -2400930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2400980.000000 Penalty: 4794.332031
	Iteration 29Q: 3 clusters Score -2400980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2401022.750000 Penalty: 4794.332031
	Iteration 30Q: 3 clusters Score -2401023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2401046.750000 Penalty: 4794.332031
	Iteration 31Q: 3 clusters Score -2401047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2401061.250000 Penalty: 4794.332031
	Iteration 32Q: 3 clusters Score -2401061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2401078.500000 Penalty: 4794.332031
	Iteration 33Q: 3 clusters Score -2401078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2401086.750000 Penalty: 4794.332031
	Iteration 34Q: 3 clusters Score -2401087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2401098.250000 Penalty: 4794.332031
	Iteration 35Q: 3 clusters Score -2401098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2401108.000000 Penalty: 4794.332031
	Iteration 36Q: 3 clusters Score -2401108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2401125.250000 Penalty: 4794.332031
	Iteration 37Q: 3 clusters Score -2401125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2401142.250000 Penalty: 4794.332031
	Iteration 38Q: 3 clusters Score -2401142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2401153.750000 Penalty: 4794.332031
	Iteration 39Q: 3 clusters Score -2401154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2401159.750000 Penalty: 4794.332031
	Iteration 40F: 3 clusters Score -2401160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2401163.500000 Penalty: 4794.332031
	Iteration 41Q: 3 clusters Score -2401164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2401160.750000 Penalty: 4794.332031
	Iteration 42Q: 3 clusters Score -2401161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2401168.500000 Penalty: 4794.332031
	Iteration 43Q: 3 clusters Score -2401168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2401171.500000 Penalty: 4794.332031
	Iteration 44Q: 3 clusters Score -2401172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2401170.250000 Penalty: 4794.332031
	Iteration 45Q: 3 clusters Score -2401170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2401177.750000 Penalty: 4794.332031
	Iteration 46Q: 3 clusters Score -2401178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2401180.500000 Penalty: 4794.332031
	Iteration 47Q: 3 clusters Score -2401180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2401180.500000 Penalty: 4794.332031
	Iteration 48Q: 3 clusters Score -2401180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2401183.000000 Penalty: 4794.332031
	Iteration 49Q: 3 clusters Score -2401183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2401183.000000 Penalty: 4794.332031
	Iteration 50Q: 3 clusters Score -2401183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2401182.500000 Penalty: 4794.332031
	Iteration 51Q: 3 clusters Score -2401182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2401182.500000 Penalty: 4794.332031
	Iteration 52Q: 3 clusters Score -2401182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2401182.000000 Penalty: 4794.332031
	Iteration 53Q: 3 clusters Score -2401182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2401179.250000 Penalty: 4794.332031
	Iteration 54Q: 3 clusters Score -2401179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2401179.500000 Penalty: 4794.332031
	Iteration 55Q: 3 clusters Score -2401180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2401179.500000 Penalty: 4794.332031
	Iteration 56F: 3 clusters Score -2401180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (116066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Entering Unmasked Estep 
Score: -17859928.000000 Penalty: 2892.154541
	Iteration 0F: 2 clusters Score -1.785993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -17786130.000000 Penalty: 5784.309082
	Iteration 0F: 3 clusters Score -1.778613e+07 nChanged 55008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -17818208.000000 Penalty: 5784.309082
	Iteration 1F: 3 clusters Score -1.781821e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -17819672.000000 Penalty: 5784.309082
	Iteration 2Q: 3 clusters Score -1.781967e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -17821366.000000 Penalty: 5784.309082
	Iteration 3Q: 3 clusters Score -1.782137e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -17823564.000000 Penalty: 5784.309082
	Iteration 4Q: 3 clusters Score -1.782356e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -17826432.000000 Penalty: 5784.309082
	Iteration 5Q: 3 clusters Score -1.782643e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -17830686.000000 Penalty: 5784.309082
	Iteration 6F: 3 clusters Score -1.783069e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -17835198.000000 Penalty: 5784.309082
	Iteration 7F: 3 clusters Score -1.78352e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -17839500.000000 Penalty: 5784.309082
	Iteration 8F: 3 clusters Score -1.78395e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -17842848.000000 Penalty: 5784.309082
	Iteration 9F: 3 clusters Score -1.784285e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -17844814.000000 Penalty: 5784.309082
	Iteration 10Q: 3 clusters Score -1.784481e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -17845974.000000 Penalty: 5784.309082
	Iteration 11Q: 3 clusters Score -1.784597e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -17846670.000000 Penalty: 5784.309082
	Iteration 12Q: 3 clusters Score -1.784667e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -17847260.000000 Penalty: 5784.309082
	Iteration 13Q: 3 clusters Score -1.784726e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -17847734.000000 Penalty: 5784.309082
	Iteration 14Q: 3 clusters Score -1.784773e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -17848212.000000 Penalty: 5784.309082
	Iteration 15Q: 3 clusters Score -1.784821e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -17848580.000000 Penalty: 5784.309082
	Iteration 16Q: 3 clusters Score -1.784858e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -17848856.000000 Penalty: 5784.309082
	Iteration 17Q: 3 clusters Score -1.784886e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 85591 members 
Entering Unmasked Estep 
Score: -17849212.000000 Penalty: 5784.309082
	Iteration 18Q: 3 clusters Score -1.784921e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -17849562.000000 Penalty: 5784.309082
	Iteration 19Q: 3 clusters Score -1.784956e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -17850060.000000 Penalty: 5784.309082
	Iteration 20F: 3 clusters Score -1.785006e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -17850460.000000 Penalty: 5784.309082
	Iteration 21Q: 3 clusters Score -1.785046e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -17850776.000000 Penalty: 5784.309082
	Iteration 22Q: 3 clusters Score -1.785078e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -17851238.000000 Penalty: 5784.309082
	Iteration 23Q: 3 clusters Score -1.785124e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -17851668.000000 Penalty: 5784.309082
	Iteration 24Q: 3 clusters Score -1.785167e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -17852112.000000 Penalty: 5784.309082
	Iteration 25Q: 3 clusters Score -1.785211e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -17852428.000000 Penalty: 5784.309082
	Iteration 26Q: 3 clusters Score -1.785243e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -17852750.000000 Penalty: 5784.309082
	Iteration 27Q: 3 clusters Score -1.785275e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -17853014.000000 Penalty: 5784.309082
	Iteration 28Q: 3 clusters Score -1.785301e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -17853246.000000 Penalty: 5784.309082
	Iteration 29Q: 3 clusters Score -1.785325e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -17853578.000000 Penalty: 5784.309082
	Iteration 30Q: 3 clusters Score -1.785358e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -17853904.000000 Penalty: 5784.309082
	Iteration 31Q: 3 clusters Score -1.78539e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -17854180.000000 Penalty: 5784.309082
	Iteration 32Q: 3 clusters Score -1.785418e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -17854400.000000 Penalty: 5784.309082
	Iteration 33Q: 3 clusters Score -1.78544e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -17854588.000000 Penalty: 5784.309082
	Iteration 34Q: 3 clusters Score -1.785459e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -17854820.000000 Penalty: 5784.309082
	Iteration 35Q: 3 clusters Score -1.785482e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -17854974.000000 Penalty: 5784.309082
	Iteration 36Q: 3 clusters Score -1.785497e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -17855140.000000 Penalty: 5784.309082
	Iteration 37Q: 3 clusters Score -1.785514e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -17855278.000000 Penalty: 5784.309082
	Iteration 38Q: 3 clusters Score -1.785528e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -17855544.000000 Penalty: 5784.309082
	Iteration 39Q: 3 clusters Score -1.785554e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -17855720.000000 Penalty: 5784.309082
	Iteration 40F: 3 clusters Score -1.785572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -17855952.000000 Penalty: 5784.309082
	Iteration 41Q: 3 clusters Score -1.785595e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -17856002.000000 Penalty: 5784.309082
	Iteration 42Q: 3 clusters Score -1.7856e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -17856100.000000 Penalty: 5784.309082
	Iteration 43Q: 3 clusters Score -1.78561e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -17856238.000000 Penalty: 5784.309082
	Iteration 44Q: 3 clusters Score -1.785624e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -17856384.000000 Penalty: 5784.309082
	Iteration 45Q: 3 clusters Score -1.785638e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 108116 members 
Entering Unmasked Estep 
Score: -17856536.000000 Penalty: 5784.309082
	Iteration 46Q: 3 clusters Score -1.785654e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 108515 members 
Entering Unmasked Estep 
Score: -17856612.000000 Penalty: 5784.309082
	Iteration 47Q: 3 clusters Score -1.785661e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 108883 members 
Entering Unmasked Estep 
Score: -17856792.000000 Penalty: 5784.309082
	Iteration 48Q: 3 clusters Score -1.785679e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -17856916.000000 Penalty: 5784.309082
	Iteration 49Q: 3 clusters Score -1.785692e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -17856944.000000 Penalty: 5784.309082
	Iteration 50Q: 3 clusters Score -1.785694e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 109860 members 
Entering Unmasked Estep 
Score: -17857038.000000 Penalty: 5784.309082
	Iteration 51Q: 3 clusters Score -1.785704e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -17857096.000000 Penalty: 5784.309082
	Iteration 52Q: 3 clusters Score -1.78571e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -17857122.000000 Penalty: 5784.309082
	Iteration 53Q: 3 clusters Score -1.785712e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -17857136.000000 Penalty: 5784.309082
	Iteration 54Q: 3 clusters Score -1.785714e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 110809 members 
Entering Unmasked Estep 
Score: -17857214.000000 Penalty: 5784.309082
	Iteration 55Q: 3 clusters Score -1.785721e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -17857242.000000 Penalty: 5784.309082
	Iteration 56Q: 3 clusters Score -1.785724e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -17857320.000000 Penalty: 5784.309082
	Iteration 57Q: 3 clusters Score -1.785732e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -17857362.000000 Penalty: 5784.309082
	Iteration 58Q: 3 clusters Score -1.785736e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -17857416.000000 Penalty: 5784.309082
	Iteration 59Q: 3 clusters Score -1.785742e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -17857436.000000 Penalty: 5784.309082
	Iteration 60F: 3 clusters Score -1.785744e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -17857512.000000 Penalty: 5784.309082
	Iteration 61Q: 3 clusters Score -1.785751e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -17857524.000000 Penalty: 5784.309082
	Iteration 62Q: 3 clusters Score -1.785752e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -17857558.000000 Penalty: 5784.309082
	Iteration 63Q: 3 clusters Score -1.785756e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -17857578.000000 Penalty: 5784.309082
	Iteration 64Q: 3 clusters Score -1.785758e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -17857628.000000 Penalty: 5784.309082
	Iteration 65Q: 3 clusters Score -1.785763e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 112219 members 
Entering Unmasked Estep 
Score: -17857640.000000 Penalty: 5784.309082
	Iteration 66Q: 3 clusters Score -1.785764e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -17857634.000000 Penalty: 5784.309082
	Iteration 67Q: 3 clusters Score -1.785763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -17857626.000000 Penalty: 5784.309082
	Iteration 68Q: 3 clusters Score -1.785763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -17857644.000000 Penalty: 5784.309082
	Iteration 69Q: 3 clusters Score -1.785764e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 112433 members 
Entering Unmasked Estep 
Score: -17857650.000000 Penalty: 5784.309082
	Iteration 70Q: 3 clusters Score -1.785765e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 112490 members 
Entering Unmasked Estep 
Score: -17857702.000000 Penalty: 5784.309082
	Iteration 71Q: 3 clusters Score -1.78577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 112529 members 
Entering Unmasked Estep 
Score: -17857720.000000 Penalty: 5784.309082
	Iteration 72Q: 3 clusters Score -1.785772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 112561 members 
Entering Unmasked Estep 
Score: -17857724.000000 Penalty: 5784.309082
	Iteration 73Q: 3 clusters Score -1.785772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -17857732.000000 Penalty: 5784.309082
	Iteration 74Q: 3 clusters Score -1.785773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -17857738.000000 Penalty: 5784.309082
	Iteration 75Q: 3 clusters Score -1.785774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -17857746.000000 Penalty: 5784.309082
	Iteration 76Q: 3 clusters Score -1.785775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 112648 members 
Entering Unmasked Estep 
Score: -17857762.000000 Penalty: 5784.309082
	Iteration 77Q: 3 clusters Score -1.785776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -17857760.000000 Penalty: 5784.309082
	Iteration 78Q: 3 clusters Score -1.785776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -17857754.000000 Penalty: 5784.309082
	Iteration 79Q: 3 clusters Score -1.785775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -17857744.000000 Penalty: 5784.309082
	Iteration 80F: 3 clusters Score -1.785774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -17857752.000000 Penalty: 5784.309082
	Iteration 81Q: 3 clusters Score -1.785775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 112719 members 
Entering Unmasked Estep 
Score: -17857748.000000 Penalty: 5784.309082
	Iteration 82Q: 3 clusters Score -1.785775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -17857754.000000 Penalty: 5784.309082
	Iteration 83Q: 3 clusters Score -1.785775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -17857748.000000 Penalty: 5784.309082
	Iteration 84Q: 3 clusters Score -1.785775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -17857744.000000 Penalty: 5784.309082
	Iteration 85Q: 3 clusters Score -1.785774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -17857736.000000 Penalty: 5784.309082
	Iteration 86Q: 3 clusters Score -1.785774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -17857760.000000 Penalty: 5784.309082
	Iteration 87Q: 3 clusters Score -1.785776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -17857758.000000 Penalty: 5784.309082
	Iteration 88Q: 3 clusters Score -1.785776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 112777 members 
Entering Unmasked Estep 
Score: -17857756.000000 Penalty: 5784.309082
	Iteration 89Q: 3 clusters Score -1.785776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
Score: -17857764.000000 Penalty: 5784.309082
	Iteration 90Q: 3 clusters Score -1.785776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -17857768.000000 Penalty: 5784.309082
	Iteration 91Q: 3 clusters Score -1.785777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 112814 members 
Entering Unmasked Estep 
Score: -17857784.000000 Penalty: 5784.309082
	Iteration 92Q: 3 clusters Score -1.785778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 112831 members 
Entering Unmasked Estep 
Score: -17857794.000000 Penalty: 5784.309082
	Iteration 93Q: 3 clusters Score -1.785779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -17857782.000000 Penalty: 5784.309082
	Iteration 94Q: 3 clusters Score -1.785778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 112858 members 
Entering Unmasked Estep 
Score: -17857784.000000 Penalty: 5784.309082
	Iteration 95Q: 3 clusters Score -1.785778e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -17857800.000000 Penalty: 5784.309082
	Iteration 96Q: 3 clusters Score -1.78578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -17857802.000000 Penalty: 5784.309082
	Iteration 97Q: 3 clusters Score -1.78578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 112893 members 
Entering Unmasked Estep 
Score: -17857830.000000 Penalty: 5784.309082
	Iteration 98Q: 3 clusters Score -1.785783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -17857804.000000 Penalty: 5784.309082
	Iteration 99Q: 3 clusters Score -1.78578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -17857792.000000 Penalty: 5784.309082
	Iteration 100F: 3 clusters Score -1.785779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -17857800.000000 Penalty: 5784.309082
	Iteration 101Q: 3 clusters Score -1.78578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -17857790.000000 Penalty: 5784.309082
	Iteration 102Q: 3 clusters Score -1.785779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 112932 members 
Entering Unmasked Estep 
Score: -17857812.000000 Penalty: 5784.309082
	Iteration 103Q: 3 clusters Score -1.785781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -17857796.000000 Penalty: 5784.309082
	Iteration 104Q: 3 clusters Score -1.78578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -17857800.000000 Penalty: 5784.309082
	Iteration 105Q: 3 clusters Score -1.78578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -17857794.000000 Penalty: 5784.309082
	Iteration 106Q: 3 clusters Score -1.785779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -17857794.000000 Penalty: 5784.309082
	Iteration 107Q: 3 clusters Score -1.785779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -17857794.000000 Penalty: 5784.309082
	Iteration 108F: 3 clusters Score -1.785779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -321897.468750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -321897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -319044.187500 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -319044.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319750.375000 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -319750.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -319965.156250 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -319965.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -320117.906250 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -320117.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320233.312500 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -320233.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -320382.906250 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -320382.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -320525.062500 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -320525.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320679.437500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -320679.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -320801.375000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -320801.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -320881.375000 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -320881.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -320945.875000 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -320945.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -320989.750000 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -320989.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321030.843750 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -321030.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -321051.125000 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -321051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -321066.937500 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -321066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -321074.718750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -321074.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -321083.906250 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -321083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -321088.031250 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -321088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -321089.312500 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -321089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -321090.500000 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -321090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -321098.531250 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -321098.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -321101.625000 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -321101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -321103.250000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -321103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -321104.468750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -321104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -321104.968750 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -321105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -321104.968750 Penalty: 3884.482178
	Iteration 25F: 3 clusters Score -321105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -290870.906250 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -290870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -288220.468750 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -288220.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -288693.625000 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -288693.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -288899.062500 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -288899.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -289056.843750 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -289056.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -289179.250000 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -289179.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -289259.281250 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -289259.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289324.562500 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -289324.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -289381.562500 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -289381.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -289460.906250 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -289460.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289527.593750 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -289527.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289590.562500 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -289590.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289659.625000 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -289659.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289729.375000 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -289729.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289802.750000 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -289802.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -289847.562500 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -289847.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289888.687500 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -289888.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289913.187500 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -289913.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289931.218750 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -289931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -289936.000000 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -289936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289938.937500 Penalty: 3767.312256
	Iteration 19Q: 3 clusters Score -289938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289949.156250 Penalty: 3767.312256
	Iteration 20F: 3 clusters Score -289949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289963.875000 Penalty: 3767.312256
	Iteration 21Q: 3 clusters Score -289963.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289976.843750 Penalty: 3767.312256
	Iteration 22Q: 3 clusters Score -289976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289984.937500 Penalty: 3767.312256
	Iteration 23Q: 3 clusters Score -289984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -289990.625000 Penalty: 3767.312256
	Iteration 24Q: 3 clusters Score -289990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289993.968750 Penalty: 3767.312256
	Iteration 25Q: 3 clusters Score -289994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289996.468750 Penalty: 3767.312256
	Iteration 26Q: 3 clusters Score -289996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289999.781250 Penalty: 3767.312256
	Iteration 27Q: 3 clusters Score -289999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290011.093750 Penalty: 3767.312256
	Iteration 28Q: 3 clusters Score -290011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -290033.593750 Penalty: 3767.312256
	Iteration 29Q: 3 clusters Score -290033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290042.156250 Penalty: 3767.312256
	Iteration 30Q: 3 clusters Score -290042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290047.125000 Penalty: 3767.312256
	Iteration 31Q: 3 clusters Score -290047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -290051.000000 Penalty: 3767.312256
	Iteration 32Q: 3 clusters Score -290051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290053.437500 Penalty: 3767.312256
	Iteration 33Q: 3 clusters Score -290053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290055.500000 Penalty: 3767.312256
	Iteration 34Q: 3 clusters Score -290055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -290057.062500 Penalty: 3767.312256
	Iteration 35Q: 3 clusters Score -290057.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -290057.062500 Penalty: 3767.312256
	Iteration 36F: 3 clusters Score -290057.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -642077.125000 Penalty: 2089.528076
	Iteration 0F: 2 clusters Score -642077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -637791.125000 Penalty: 4179.056152
	Iteration 0F: 3 clusters Score -637791.1 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -638847.687500 Penalty: 4179.056152
	Iteration 1F: 3 clusters Score -638847.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -639144.375000 Penalty: 4179.056152
	Iteration 2F: 3 clusters Score -639144.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -639366.000000 Penalty: 4179.056152
	Iteration 3F: 3 clusters Score -639366 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -639529.062500 Penalty: 4179.056152
	Iteration 4Q: 3 clusters Score -639529.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -639643.375000 Penalty: 4179.056152
	Iteration 5Q: 3 clusters Score -639643.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -639723.875000 Penalty: 4179.056152
	Iteration 6Q: 3 clusters Score -639723.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -639789.562500 Penalty: 4179.056152
	Iteration 7Q: 3 clusters Score -639789.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -639851.187500 Penalty: 4179.056152
	Iteration 8Q: 3 clusters Score -639851.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -639897.625000 Penalty: 4179.056152
	Iteration 9Q: 3 clusters Score -639897.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -639934.437500 Penalty: 4179.056152
	Iteration 10Q: 3 clusters Score -639934.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -639973.187500 Penalty: 4179.056152
	Iteration 11Q: 3 clusters Score -639973.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -640001.812500 Penalty: 4179.056152
	Iteration 12Q: 3 clusters Score -640001.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -640029.875000 Penalty: 4179.056152
	Iteration 13Q: 3 clusters Score -640029.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -640059.062500 Penalty: 4179.056152
	Iteration 14Q: 3 clusters Score -640059.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -640081.187500 Penalty: 4179.056152
	Iteration 15Q: 3 clusters Score -640081.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -640092.500000 Penalty: 4179.056152
	Iteration 16Q: 3 clusters Score -640092.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -640101.375000 Penalty: 4179.056152
	Iteration 17Q: 3 clusters Score -640101.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -640106.687500 Penalty: 4179.056152
	Iteration 18Q: 3 clusters Score -640106.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640112.250000 Penalty: 4179.056152
	Iteration 19Q: 3 clusters Score -640112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -640115.000000 Penalty: 4179.056152
	Iteration 20F: 3 clusters Score -640115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -640117.937500 Penalty: 4179.056152
	Iteration 21Q: 3 clusters Score -640117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -640118.250000 Penalty: 4179.056152
	Iteration 22Q: 3 clusters Score -640118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -640119.062500 Penalty: 4179.056152
	Iteration 23Q: 3 clusters Score -640119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -640119.062500 Penalty: 4179.056152
	Iteration 24Q: 3 clusters Score -640119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -640119.625000 Penalty: 4179.056152
	Iteration 25Q: 3 clusters Score -640119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -640121.937500 Penalty: 4179.056152
	Iteration 26Q: 3 clusters Score -640121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -640124.312500 Penalty: 4179.056152
	Iteration 27Q: 3 clusters Score -640124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640125.562500 Penalty: 4179.056152
	Iteration 28Q: 3 clusters Score -640125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640126.875000 Penalty: 4179.056152
	Iteration 29Q: 3 clusters Score -640126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -640131.125000 Penalty: 4179.056152
	Iteration 30Q: 3 clusters Score -640131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -640134.687500 Penalty: 4179.056152
	Iteration 31Q: 3 clusters Score -640134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640136.625000 Penalty: 4179.056152
	Iteration 32Q: 3 clusters Score -640136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -640137.625000 Penalty: 4179.056152
	Iteration 33Q: 3 clusters Score -640137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -640138.750000 Penalty: 4179.056152
	Iteration 34Q: 3 clusters Score -640138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -640138.687500 Penalty: 4179.056152
	Iteration 35Q: 3 clusters Score -640138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -640141.187500 Penalty: 4179.056152
	Iteration 36Q: 3 clusters Score -640141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640141.875000 Penalty: 4179.056152
	Iteration 37Q: 3 clusters Score -640141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -640142.687500 Penalty: 4179.056152
	Iteration 38Q: 3 clusters Score -640142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -640146.437500 Penalty: 4179.056152
	Iteration 39Q: 3 clusters Score -640146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -640147.125000 Penalty: 4179.056152
	Iteration 40F: 3 clusters Score -640147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -640148.812500 Penalty: 4179.056152
	Iteration 41Q: 3 clusters Score -640148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -640149.500000 Penalty: 4179.056152
	Iteration 42Q: 3 clusters Score -640149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -640150.500000 Penalty: 4179.056152
	Iteration 43Q: 3 clusters Score -640150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -640150.625000 Penalty: 4179.056152
	Iteration 44Q: 3 clusters Score -640150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -640154.250000 Penalty: 4179.056152
	Iteration 45Q: 3 clusters Score -640154.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640156.062500 Penalty: 4179.056152
	Iteration 46Q: 3 clusters Score -640156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640157.500000 Penalty: 4179.056152
	Iteration 47Q: 3 clusters Score -640157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -640158.500000 Penalty: 4179.056152
	Iteration 48Q: 3 clusters Score -640158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640157.875000 Penalty: 4179.056152
	Iteration 49Q: 3 clusters Score -640157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -640157.875000 Penalty: 4179.056152
	Iteration 50F: 3 clusters Score -640157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20751.722656 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20751.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19854.873047 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19854.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20106.375000 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -20106.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20207.105469 Penalty: 2570.164795
	Iteration 2F: 3 clusters Score -20207.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20210.753906 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -20210.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20222.515625 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -20222.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20222.515625 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -20222.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66387.335938 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66387.34 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66572.570312 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66572.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66663.062500 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66663.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66783.273438 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -66783.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67009.375000 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -67009.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67232.632812 Penalty: 3099.029297
	Iteration 5F: 3 clusters Score -67232.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67410.398438 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -67410.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -67610.671875 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -67610.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67660.265625 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67660.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67687.781250 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67687.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67720.609375 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67720.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67768.195312 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -67768.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67772.304688 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -67772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -67772.304688 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -67772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8347.601562 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8347.602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8367.135742 Penalty: 2269.056641
	Iteration 1F: 3 clusters Score -8367.136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 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 206 members 
Entering Unmasked Estep 
Score: -58912.300781 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58912.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59077.464844 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59077.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59108.410156 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59108.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59121.167969 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59121.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59127.253906 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59127.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59131.781250 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59131.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59131.781250 Penalty: 3013.371582
	Iteration 6F: 3 clusters Score -59131.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -93696.671875 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -93696.67 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 420 members 
Entering Unmasked Estep 
Score: -91959.710938 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -91959.71 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92381.914062 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -92381.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92591.742188 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -92591.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92704.578125 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -92704.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92794.468750 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -92794.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92864.343750 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -92864.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92966.867188 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -92966.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93036.007812 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -93036.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93081.476562 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -93081.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93126.226562 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -93126.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93145.804688 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -93145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -93151.570312 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -93151.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -93152.085938 Penalty: 3324.172363
	Iteration 12F: 3 clusters Score -93152.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -93167.742188 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -93167.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93181.007812 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -93181.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93196.484375 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -93196.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93210.859375 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -93210.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93225.867188 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -93225.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93236.671875 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -93236.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93236.671875 Penalty: 3324.172363
	Iteration 19F: 3 clusters Score -93236.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 169436 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107267 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8069 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36169 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1846 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 116066 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173240.000000 Penalty: 126803.226562
Iteration 399Q: 39 clusters Score -1.041732e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25412 members 
Mstep: Class 4 contains 1846 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15522 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36480 members 
Mstep: Class 11 contains 169461 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107253 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36167 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 116059 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173232.000000 Penalty: 126803.226562
Iteration 400F: 39 clusters Score -1.041732e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25416 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15521 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36473 members 
Mstep: Class 11 contains 169481 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107260 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36165 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 116040 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173192.000000 Penalty: 126803.226562
Iteration 401Q: 39 clusters Score -1.041732e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15516 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36463 members 
Mstep: Class 11 contains 169513 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107244 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36162 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 116040 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173224.000000 Penalty: 126803.226562
Iteration 402Q: 39 clusters Score -1.041732e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36451 members 
Mstep: Class 11 contains 169557 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40605 members 
Mstep: Class 17 contains 107246 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8066 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36161 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 116013 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173208.000000 Penalty: 126803.226562
Iteration 403Q: 39 clusters Score -1.041732e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36444 members 
Mstep: Class 11 contains 169605 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40604 members 
Mstep: Class 17 contains 107249 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8066 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36162 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115972 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173176.000000 Penalty: 126803.226562
Iteration 404Q: 39 clusters Score -1.041732e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36439 members 
Mstep: Class 11 contains 169650 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40601 members 
Mstep: Class 17 contains 107274 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8064 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36160 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15774 members 
Mstep: Class 30 contains 115914 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 126803.226562
Iteration 405Q: 39 clusters Score -1.041733e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25417 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36429 members 
Mstep: Class 11 contains 169691 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40598 members 
Mstep: Class 17 contains 107272 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36157 members 
Mstep: Class 24 contains 19524 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 115888 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173328.000000 Penalty: 126803.226562
Iteration 406Q: 39 clusters Score -1.041733e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25418 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36419 members 
Mstep: Class 11 contains 169710 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40596 members 
Mstep: Class 17 contains 107266 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36157 members 
Mstep: Class 24 contains 19526 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 115883 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173320.000000 Penalty: 126803.226562
Iteration 407Q: 39 clusters Score -1.041733e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25421 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10747 members 
Mstep: Class 7 contains 15514 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36403 members 
Mstep: Class 11 contains 169733 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40595 members 
Mstep: Class 17 contains 107248 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36157 members 
Mstep: Class 24 contains 19526 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 115890 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173304.000000 Penalty: 126803.226562
Iteration 408Q: 39 clusters Score -1.041733e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25419 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36387 members 
Mstep: Class 11 contains 169775 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40594 members 
Mstep: Class 17 contains 107244 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8060 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36156 members 
Mstep: Class 24 contains 19525 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15777 members 
Mstep: Class 30 contains 115876 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173280.000000 Penalty: 126803.226562
Iteration 409Q: 39 clusters Score -1.041733e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25418 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36377 members 
Mstep: Class 11 contains 169802 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 107234 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8060 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36155 members 
Mstep: Class 24 contains 19523 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 115872 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173296.000000 Penalty: 126803.226562
Iteration 410Q: 39 clusters Score -1.041733e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25419 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36368 members 
Mstep: Class 11 contains 169824 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 107208 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36151 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15781 members 
Mstep: Class 30 contains 115882 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173408.000000 Penalty: 126803.226562
Iteration 411Q: 39 clusters Score -1.041734e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25420 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36358 members 
Mstep: Class 11 contains 169837 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 107194 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8057 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36152 members 
Mstep: Class 24 contains 19521 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15779 members 
Mstep: Class 30 contains 115895 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173312.000000 Penalty: 126803.226562
Iteration 412Q: 39 clusters Score -1.041733e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25419 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15522 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36350 members 
Mstep: Class 11 contains 169840 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 107203 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36149 members 
Mstep: Class 24 contains 19520 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15775 members 
Mstep: Class 30 contains 115897 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173416.000000 Penalty: 126803.226562
Iteration 413Q: 39 clusters Score -1.041734e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25419 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 15525 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36345 members 
Mstep: Class 11 contains 169847 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 107221 members 
Mstep: Class 18 contains 3213 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8057 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36147 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115879 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173368.000000 Penalty: 126803.226562
Iteration 414Q: 39 clusters Score -1.041734e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25420 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36343 members 
Mstep: Class 11 contains 169857 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40591 members 
Mstep: Class 17 contains 107247 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36146 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115849 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173432.000000 Penalty: 126803.226562
Iteration 415Q: 39 clusters Score -1.041734e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25423 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10744 members 
Mstep: Class 7 contains 15530 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36337 members 
Mstep: Class 11 contains 169870 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4780 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40591 members 
Mstep: Class 17 contains 107258 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8055 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36142 members 
Mstep: Class 24 contains 19516 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115831 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173504.000000 Penalty: 126803.226562
Iteration 416Q: 39 clusters Score -1.041735e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25425 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15533 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36334 members 
Mstep: Class 11 contains 169878 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40591 members 
Mstep: Class 17 contains 107273 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36142 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115809 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173552.000000 Penalty: 126803.226562
Iteration 417Q: 39 clusters Score -1.041736e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25428 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10743 members 
Mstep: Class 7 contains 15526 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36325 members 
Mstep: Class 11 contains 169893 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 107272 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36142 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 115814 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173576.000000 Penalty: 126803.226562
Iteration 418Q: 39 clusters Score -1.041736e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25430 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15527 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36318 members 
Mstep: Class 11 contains 169914 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 107243 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8054 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36143 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115832 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173600.000000 Penalty: 126803.226562
Iteration 419Q: 39 clusters Score -1.041736e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25432 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15530 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 169922 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8052 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36143 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115839 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4560 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173528.000000 Penalty: 126803.226562
Iteration 420F: 39 clusters Score -1.041735e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25436 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15530 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 169921 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 107219 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36139 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115856 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173520.000000 Penalty: 126803.226562
Iteration 421Q: 39 clusters Score -1.041735e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25436 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36311 members 
Mstep: Class 11 contains 169918 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40588 members 
Mstep: Class 17 contains 107226 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8050 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36139 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115856 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173528.000000 Penalty: 126803.226562
Iteration 422Q: 39 clusters Score -1.041735e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25438 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15533 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36307 members 
Mstep: Class 11 contains 169925 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40588 members 
Mstep: Class 17 contains 107236 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36140 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115839 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173608.000000 Penalty: 126803.226562
Iteration 423Q: 39 clusters Score -1.041736e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25438 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36297 members 
Mstep: Class 11 contains 169938 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 40588 members 
Mstep: Class 17 contains 107254 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115826 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4561 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 424Q: 39 clusters Score -1.041737e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25442 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15522 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36289 members 
Mstep: Class 11 contains 169946 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40588 members 
Mstep: Class 17 contains 107271 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115810 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173736.000000 Penalty: 126803.226562
Iteration 425Q: 39 clusters Score -1.041737e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25443 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15518 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36281 members 
Mstep: Class 11 contains 169943 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40586 members 
Mstep: Class 17 contains 107294 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115802 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173640.000000 Penalty: 126803.226562
Iteration 426Q: 39 clusters Score -1.041736e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25444 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 15511 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 169930 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40586 members 
Mstep: Class 17 contains 107316 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115806 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 126803.226562
Iteration 427Q: 39 clusters Score -1.041738e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25444 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36264 members 
Mstep: Class 11 contains 169938 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40587 members 
Mstep: Class 17 contains 107327 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 115802 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173760.000000 Penalty: 126803.226562
Iteration 428Q: 39 clusters Score -1.041738e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36261 members 
Mstep: Class 11 contains 169954 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40586 members 
Mstep: Class 17 contains 107319 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15771 members 
Mstep: Class 30 contains 115795 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173784.000000 Penalty: 126803.226562
Iteration 429Q: 39 clusters Score -1.041738e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36256 members 
Mstep: Class 11 contains 169967 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40585 members 
Mstep: Class 17 contains 107325 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115784 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173800.000000 Penalty: 126803.226562
Iteration 430Q: 39 clusters Score -1.041738e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 169970 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40585 members 
Mstep: Class 17 contains 107329 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 115785 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 431Q: 39 clusters Score -1.041737e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 169978 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40584 members 
Mstep: Class 17 contains 107314 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15774 members 
Mstep: Class 30 contains 115796 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 432Q: 39 clusters Score -1.041737e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36250 members 
Mstep: Class 11 contains 169986 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107303 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8046 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115805 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173744.000000 Penalty: 126803.226562
Iteration 433Q: 39 clusters Score -1.041737e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15501 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36238 members 
Mstep: Class 11 contains 170002 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107310 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15775 members 
Mstep: Class 30 contains 115792 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173664.000000 Penalty: 126803.226562
Iteration 434Q: 39 clusters Score -1.041737e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36234 members 
Mstep: Class 11 contains 170006 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107297 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15775 members 
Mstep: Class 30 contains 115800 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173640.000000 Penalty: 126803.226562
Iteration 435Q: 39 clusters Score -1.041736e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36230 members 
Mstep: Class 11 contains 170021 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107283 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15774 members 
Mstep: Class 30 contains 115803 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173616.000000 Penalty: 126803.226562
Iteration 436Q: 39 clusters Score -1.041736e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36228 members 
Mstep: Class 11 contains 170037 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107264 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19514 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15774 members 
Mstep: Class 30 contains 115809 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173608.000000 Penalty: 126803.226562
Iteration 437Q: 39 clusters Score -1.041736e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36225 members 
Mstep: Class 11 contains 170042 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107256 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8041 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15773 members 
Mstep: Class 30 contains 115818 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173544.000000 Penalty: 126803.226562
Iteration 438Q: 39 clusters Score -1.041735e+08 nChanged 74
Entering ConstructFrom: 
Score: -104173544.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -2322416.250000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -2322416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2311346.500000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -2311346 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2314841.750000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -2314842 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2315256.750000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -2315257 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2315621.500000 Penalty: 4782.009766
	Iteration 3F: 3 clusters Score -2315622 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2316153.250000 Penalty: 4782.009766
	Iteration 4F: 3 clusters Score -2316153 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2316892.250000 Penalty: 4782.009766
	Iteration 5F: 3 clusters Score -2316892 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2317626.000000 Penalty: 4782.009766
	Iteration 6F: 3 clusters Score -2317626 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2318209.250000 Penalty: 4782.009766
	Iteration 7F: 3 clusters Score -2318209 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2318709.750000 Penalty: 4782.009766
	Iteration 8F: 3 clusters Score -2318710 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2319176.000000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -2319176 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2319564.000000 Penalty: 4782.009766
	Iteration 10Q: 3 clusters Score -2319564 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2319937.000000 Penalty: 4782.009766
	Iteration 11Q: 3 clusters Score -2319937 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2320367.750000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -2320368 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2320806.250000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -2320806 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2321166.500000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -2321166 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2321378.000000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -2321378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2321506.000000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -2321506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2321583.250000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -2321583 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2321628.750000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -2321629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2321661.250000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -2321661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2321675.500000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -2321676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2321684.500000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -2321684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2321684.250000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -2321684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2321691.750000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -2321692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2321693.500000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -2321694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2321697.000000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -2321697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2321694.000000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -2321694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2321698.750000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -2321699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2321701.000000 Penalty: 4782.009766
	Iteration 28Q: 3 clusters Score -2321701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2321704.000000 Penalty: 4782.009766
	Iteration 29Q: 3 clusters Score -2321704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2321705.000000 Penalty: 4782.009766
	Iteration 30Q: 3 clusters Score -2321705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2321707.500000 Penalty: 4782.009766
	Iteration 31Q: 3 clusters Score -2321708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2321707.500000 Penalty: 4782.009766
	Iteration 32F: 3 clusters Score -2321708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -2323970.000000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -2323970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2312958.750000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -2312959 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2316583.500000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -2316584 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2317092.750000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -2317093 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2317610.500000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -2317610 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2318192.000000 Penalty: 4777.930664
	Iteration 4F: 3 clusters Score -2318192 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2318882.750000 Penalty: 4777.930664
	Iteration 5F: 3 clusters Score -2318883 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2319683.000000 Penalty: 4777.930664
	Iteration 6F: 3 clusters Score -2319683 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2320543.000000 Penalty: 4777.930664
	Iteration 7F: 3 clusters Score -2320543 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2321285.750000 Penalty: 4777.930664
	Iteration 8F: 3 clusters Score -2321286 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2321773.000000 Penalty: 4777.930664
	Iteration 9Q: 3 clusters Score -2321773 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2322074.750000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -2322075 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2322248.000000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -2322248 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -2322328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2322383.000000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -2322383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2322429.500000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -2322430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2322455.250000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -2322455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2322476.500000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -2322476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2322497.500000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -2322498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2322511.500000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -2322512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2322515.000000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -2322515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2322520.750000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -2322521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2322523.000000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -2322523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2322524.750000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -2322525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2322527.000000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -2322527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2322529.750000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -2322530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2322533.500000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -2322534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2322533.250000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -2322533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2322535.250000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -2322535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2322535.250000 Penalty: 4777.930664
	Iteration 28F: 3 clusters Score -2322535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Entering Unmasked Estep 
Score: -3859345.000000 Penalty: 2515.799561
	Iteration 0F: 2 clusters Score -3859345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3841746.500000 Penalty: 5031.599121
	Iteration 0F: 3 clusters Score -3841746 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3847951.500000 Penalty: 5031.599121
	Iteration 1F: 3 clusters Score -3847952 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3848485.250000 Penalty: 5031.599121
	Iteration 2F: 3 clusters Score -3848485 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3849033.500000 Penalty: 5031.599121
	Iteration 3Q: 3 clusters Score -3849034 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3849551.500000 Penalty: 5031.599121
	Iteration 4Q: 3 clusters Score -3849552 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3850051.000000 Penalty: 5031.599121
	Iteration 5Q: 3 clusters Score -3850051 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3850598.250000 Penalty: 5031.599121
	Iteration 6Q: 3 clusters Score -3850598 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3851092.750000 Penalty: 5031.599121
	Iteration 7Q: 3 clusters Score -3851093 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3851592.750000 Penalty: 5031.599121
	Iteration 8Q: 3 clusters Score -3851593 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3852045.500000 Penalty: 5031.599121
	Iteration 9Q: 3 clusters Score -3852046 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3852553.500000 Penalty: 5031.599121
	Iteration 10Q: 3 clusters Score -3852554 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3853116.500000 Penalty: 5031.599121
	Iteration 11Q: 3 clusters Score -3853116 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3853735.500000 Penalty: 5031.599121
	Iteration 12Q: 3 clusters Score -3853736 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3854243.000000 Penalty: 5031.599121
	Iteration 13Q: 3 clusters Score -3854243 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3854609.750000 Penalty: 5031.599121
	Iteration 14Q: 3 clusters Score -3854610 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3854912.500000 Penalty: 5031.599121
	Iteration 15Q: 3 clusters Score -3854912 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3855109.500000 Penalty: 5031.599121
	Iteration 16Q: 3 clusters Score -3855110 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3855261.250000 Penalty: 5031.599121
	Iteration 17Q: 3 clusters Score -3855261 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3855410.750000 Penalty: 5031.599121
	Iteration 18Q: 3 clusters Score -3855411 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3855532.250000 Penalty: 5031.599121
	Iteration 19Q: 3 clusters Score -3855532 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3855634.000000 Penalty: 5031.599121
	Iteration 20F: 3 clusters Score -3855634 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3855747.500000 Penalty: 5031.599121
	Iteration 21Q: 3 clusters Score -3855748 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3855828.500000 Penalty: 5031.599121
	Iteration 22Q: 3 clusters Score -3855828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3855902.000000 Penalty: 5031.599121
	Iteration 23Q: 3 clusters Score -3855902 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3855961.750000 Penalty: 5031.599121
	Iteration 24Q: 3 clusters Score -3855962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3856017.750000 Penalty: 5031.599121
	Iteration 25Q: 3 clusters Score -3856018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3856089.000000 Penalty: 5031.599121
	Iteration 26Q: 3 clusters Score -3856089 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3856114.000000 Penalty: 5031.599121
	Iteration 27Q: 3 clusters Score -3856114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3856141.500000 Penalty: 5031.599121
	Iteration 28Q: 3 clusters Score -3856142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3856189.750000 Penalty: 5031.599121
	Iteration 29Q: 3 clusters Score -3856190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3856219.500000 Penalty: 5031.599121
	Iteration 30Q: 3 clusters Score -3856220 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3856229.250000 Penalty: 5031.599121
	Iteration 31Q: 3 clusters Score -3856229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3856254.250000 Penalty: 5031.599121
	Iteration 32Q: 3 clusters Score -3856254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3856286.750000 Penalty: 5031.599121
	Iteration 33Q: 3 clusters Score -3856287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3856299.750000 Penalty: 5031.599121
	Iteration 34Q: 3 clusters Score -3856300 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3856310.000000 Penalty: 5031.599121
	Iteration 35Q: 3 clusters Score -3856310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3856324.750000 Penalty: 5031.599121
	Iteration 36Q: 3 clusters Score -3856325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3856341.250000 Penalty: 5031.599121
	Iteration 37Q: 3 clusters Score -3856341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3856372.000000 Penalty: 5031.599121
	Iteration 38Q: 3 clusters Score -3856372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3856392.750000 Penalty: 5031.599121
	Iteration 39Q: 3 clusters Score -3856393 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3856402.500000 Penalty: 5031.599121
	Iteration 40F: 3 clusters Score -3856402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3856426.250000 Penalty: 5031.599121
	Iteration 41Q: 3 clusters Score -3856426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3856453.250000 Penalty: 5031.599121
	Iteration 42Q: 3 clusters Score -3856453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3856472.500000 Penalty: 5031.599121
	Iteration 43Q: 3 clusters Score -3856472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3856481.250000 Penalty: 5031.599121
	Iteration 44Q: 3 clusters Score -3856481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3856487.500000 Penalty: 5031.599121
	Iteration 45Q: 3 clusters Score -3856488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3856491.500000 Penalty: 5031.599121
	Iteration 46Q: 3 clusters Score -3856492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3856496.500000 Penalty: 5031.599121
	Iteration 47Q: 3 clusters Score -3856496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3856506.500000 Penalty: 5031.599121
	Iteration 48Q: 3 clusters Score -3856506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3856508.750000 Penalty: 5031.599121
	Iteration 49Q: 3 clusters Score -3856509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3856506.500000 Penalty: 5031.599121
	Iteration 50Q: 3 clusters Score -3856506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3856524.500000 Penalty: 5031.599121
	Iteration 51Q: 3 clusters Score -3856524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3856524.750000 Penalty: 5031.599121
	Iteration 52Q: 3 clusters Score -3856525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3856523.750000 Penalty: 5031.599121
	Iteration 53Q: 3 clusters Score -3856524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3856535.500000 Penalty: 5031.599121
	Iteration 54Q: 3 clusters Score -3856536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3856540.000000 Penalty: 5031.599121
	Iteration 55Q: 3 clusters Score -3856540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3856533.250000 Penalty: 5031.599121
	Iteration 56Q: 3 clusters Score -3856533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3856544.250000 Penalty: 5031.599121
	Iteration 57Q: 3 clusters Score -3856544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3856555.750000 Penalty: 5031.599121
	Iteration 58Q: 3 clusters Score -3856556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3856558.250000 Penalty: 5031.599121
	Iteration 59Q: 3 clusters Score -3856558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3856567.750000 Penalty: 5031.599121
	Iteration 60F: 3 clusters Score -3856568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3856558.500000 Penalty: 5031.599121
	Iteration 61Q: 3 clusters Score -3856558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3856561.500000 Penalty: 5031.599121
	Iteration 62Q: 3 clusters Score -3856562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3856561.000000 Penalty: 5031.599121
	Iteration 63Q: 3 clusters Score -3856561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3856557.750000 Penalty: 5031.599121
	Iteration 64Q: 3 clusters Score -3856558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3856560.500000 Penalty: 5031.599121
	Iteration 65Q: 3 clusters Score -3856560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3856554.000000 Penalty: 5031.599121
	Iteration 66Q: 3 clusters Score -3856554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3856557.250000 Penalty: 5031.599121
	Iteration 67Q: 3 clusters Score -3856557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3856557.250000 Penalty: 5031.599121
	Iteration 68Q: 3 clusters Score -3856557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -3856555.000000 Penalty: 5031.599121
	Iteration 69Q: 3 clusters Score -3856555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3856563.500000 Penalty: 5031.599121
	Iteration 70Q: 3 clusters Score -3856564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3856562.250000 Penalty: 5031.599121
	Iteration 71Q: 3 clusters Score -3856562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3856559.750000 Penalty: 5031.599121
	Iteration 72Q: 3 clusters Score -3856560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3856563.000000 Penalty: 5031.599121
	Iteration 73Q: 3 clusters Score -3856563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3856561.750000 Penalty: 5031.599121
	Iteration 74Q: 3 clusters Score -3856562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3856557.750000 Penalty: 5031.599121
	Iteration 75Q: 3 clusters Score -3856558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3856556.750000 Penalty: 5031.599121
	Iteration 76Q: 3 clusters Score -3856557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3856556.750000 Penalty: 5031.599121
	Iteration 77F: 3 clusters Score -3856557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -272263.500000 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -272263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -269761.625000 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -269761.6 nChanged 583
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: -270200.187500 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -270200.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -270299.906250 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -270299.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -270352.718750 Penalty: 3730.036377
	Iteration 3Q: 3 clusters Score -270352.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -270380.062500 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -270380.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -270395.968750 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -270396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -270409.500000 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -270409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -270417.781250 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -270417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -270427.187500 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -270427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -270434.343750 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -270434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -270440.156250 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -270440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270443.656250 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -270443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -270447.750000 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -270447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -270450.437500 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -270450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -270452.000000 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -270452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270452.562500 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -270452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270452.562500 Penalty: 3730.036377
	Iteration 16F: 3 clusters Score -270452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32130.949219 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32130.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32395.595703 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32395.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32572.716797 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32572.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32650.595703 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32726.476562 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32726.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -32791.007812 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32791.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -32946.257812 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -32946.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33034.203125 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -33034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33045.406250 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -33045.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33045.406250 Penalty: 2810.547607
	Iteration 9F: 3 clusters Score -33045.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Entering Unmasked Estep 
Score: -1625158.500000 Penalty: 2301.822754
	Iteration 0F: 2 clusters Score -1625158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1617051.500000 Penalty: 4603.645508
	Iteration 0F: 3 clusters Score -1617052 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1619499.375000 Penalty: 4603.645508
	Iteration 1F: 3 clusters Score -1619499 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1619773.125000 Penalty: 4603.645508
	Iteration 2F: 3 clusters Score -1619773 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1619996.750000 Penalty: 4603.645508
	Iteration 3Q: 3 clusters Score -1619997 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1620188.375000 Penalty: 4603.645508
	Iteration 4Q: 3 clusters Score -1620188 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1620358.750000 Penalty: 4603.645508
	Iteration 5Q: 3 clusters Score -1620359 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1620545.875000 Penalty: 4603.645508
	Iteration 6Q: 3 clusters Score -1620546 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1620748.250000 Penalty: 4603.645508
	Iteration 7Q: 3 clusters Score -1620748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1620973.625000 Penalty: 4603.645508
	Iteration 8Q: 3 clusters Score -1620974 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1621236.000000 Penalty: 4603.645508
	Iteration 9Q: 3 clusters Score -1621236 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1621529.000000 Penalty: 4603.645508
	Iteration 10Q: 3 clusters Score -1621529 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1621804.625000 Penalty: 4603.645508
	Iteration 11Q: 3 clusters Score -1621805 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1622053.875000 Penalty: 4603.645508
	Iteration 12Q: 3 clusters Score -1622054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1622276.000000 Penalty: 4603.645508
	Iteration 13Q: 3 clusters Score -1622276 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1622478.625000 Penalty: 4603.645508
	Iteration 14Q: 3 clusters Score -1622479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1622611.875000 Penalty: 4603.645508
	Iteration 15Q: 3 clusters Score -1622612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1622714.250000 Penalty: 4603.645508
	Iteration 16Q: 3 clusters Score -1622714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1622797.500000 Penalty: 4603.645508
	Iteration 17Q: 3 clusters Score -1622798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1622862.625000 Penalty: 4603.645508
	Iteration 18Q: 3 clusters Score -1622863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1622926.375000 Penalty: 4603.645508
	Iteration 19Q: 3 clusters Score -1622926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1622974.000000 Penalty: 4603.645508
	Iteration 20F: 3 clusters Score -1622974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1623010.875000 Penalty: 4603.645508
	Iteration 21Q: 3 clusters Score -1623011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1623034.375000 Penalty: 4603.645508
	Iteration 22Q: 3 clusters Score -1623034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1623055.625000 Penalty: 4603.645508
	Iteration 23Q: 3 clusters Score -1623056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1623072.875000 Penalty: 4603.645508
	Iteration 24Q: 3 clusters Score -1623073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1623091.375000 Penalty: 4603.645508
	Iteration 25Q: 3 clusters Score -1623091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1623108.250000 Penalty: 4603.645508
	Iteration 26Q: 3 clusters Score -1623108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1623117.500000 Penalty: 4603.645508
	Iteration 27Q: 3 clusters Score -1623118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1623130.125000 Penalty: 4603.645508
	Iteration 28Q: 3 clusters Score -1623130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1623135.625000 Penalty: 4603.645508
	Iteration 29Q: 3 clusters Score -1623136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1623139.875000 Penalty: 4603.645508
	Iteration 30Q: 3 clusters Score -1623140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1623145.875000 Penalty: 4603.645508
	Iteration 31Q: 3 clusters Score -1623146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1623156.250000 Penalty: 4603.645508
	Iteration 32Q: 3 clusters Score -1623156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1623165.750000 Penalty: 4603.645508
	Iteration 33Q: 3 clusters Score -1623166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1623176.750000 Penalty: 4603.645508
	Iteration 34Q: 3 clusters Score -1623177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1623186.125000 Penalty: 4603.645508
	Iteration 35Q: 3 clusters Score -1623186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1623195.875000 Penalty: 4603.645508
	Iteration 36Q: 3 clusters Score -1623196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1623201.500000 Penalty: 4603.645508
	Iteration 37Q: 3 clusters Score -1623202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1623205.000000 Penalty: 4603.645508
	Iteration 38Q: 3 clusters Score -1623205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1623211.250000 Penalty: 4603.645508
	Iteration 39Q: 3 clusters Score -1623211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1623216.625000 Penalty: 4603.645508
	Iteration 40F: 3 clusters Score -1623217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1623220.375000 Penalty: 4603.645508
	Iteration 41Q: 3 clusters Score -1623220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1623223.875000 Penalty: 4603.645508
	Iteration 42Q: 3 clusters Score -1623224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1623225.375000 Penalty: 4603.645508
	Iteration 43Q: 3 clusters Score -1623225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1623225.750000 Penalty: 4603.645508
	Iteration 44Q: 3 clusters Score -1623226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1623226.000000 Penalty: 4603.645508
	Iteration 45Q: 3 clusters Score -1623226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1623227.625000 Penalty: 4603.645508
	Iteration 46Q: 3 clusters Score -1623228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1623227.625000 Penalty: 4603.645508
	Iteration 47F: 3 clusters Score -1623228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Entering Unmasked Estep 
Score: -2397443.750000 Penalty: 2392.931641
	Iteration 0F: 2 clusters Score -2397444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2386296.750000 Penalty: 4785.863281
	Iteration 0F: 3 clusters Score -2386297 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2389832.750000 Penalty: 4785.863281
	Iteration 1F: 3 clusters Score -2389833 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2390159.750000 Penalty: 4785.863281
	Iteration 2F: 3 clusters Score -2390160 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2390417.250000 Penalty: 4785.863281
	Iteration 3Q: 3 clusters Score -2390417 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2390650.250000 Penalty: 4785.863281
	Iteration 4Q: 3 clusters Score -2390650 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2390881.500000 Penalty: 4785.863281
	Iteration 5Q: 3 clusters Score -2390882 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2391118.250000 Penalty: 4785.863281
	Iteration 6Q: 3 clusters Score -2391118 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2391435.000000 Penalty: 4785.863281
	Iteration 7Q: 3 clusters Score -2391435 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2391805.250000 Penalty: 4785.863281
	Iteration 8Q: 3 clusters Score -2391805 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2392309.250000 Penalty: 4785.863281
	Iteration 9F: 3 clusters Score -2392309 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2392920.250000 Penalty: 4785.863281
	Iteration 10F: 3 clusters Score -2392920 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2393620.250000 Penalty: 4785.863281
	Iteration 11F: 3 clusters Score -2393620 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2394241.750000 Penalty: 4785.863281
	Iteration 12Q: 3 clusters Score -2394242 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2394676.750000 Penalty: 4785.863281
	Iteration 13Q: 3 clusters Score -2394677 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2394921.000000 Penalty: 4785.863281
	Iteration 14Q: 3 clusters Score -2394921 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2395067.750000 Penalty: 4785.863281
	Iteration 15Q: 3 clusters Score -2395068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2395160.750000 Penalty: 4785.863281
	Iteration 16Q: 3 clusters Score -2395161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2395209.500000 Penalty: 4785.863281
	Iteration 17Q: 3 clusters Score -2395210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2395240.500000 Penalty: 4785.863281
	Iteration 18Q: 3 clusters Score -2395240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2395267.250000 Penalty: 4785.863281
	Iteration 19Q: 3 clusters Score -2395267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2395285.750000 Penalty: 4785.863281
	Iteration 20F: 3 clusters Score -2395286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2395297.500000 Penalty: 4785.863281
	Iteration 21Q: 3 clusters Score -2395298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2395308.000000 Penalty: 4785.863281
	Iteration 22Q: 3 clusters Score -2395308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2395317.250000 Penalty: 4785.863281
	Iteration 23Q: 3 clusters Score -2395317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2395325.500000 Penalty: 4785.863281
	Iteration 24Q: 3 clusters Score -2395326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2395331.000000 Penalty: 4785.863281
	Iteration 25Q: 3 clusters Score -2395331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2395338.500000 Penalty: 4785.863281
	Iteration 26Q: 3 clusters Score -2395338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2395338.500000 Penalty: 4785.863281
	Iteration 27Q: 3 clusters Score -2395338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2395338.500000 Penalty: 4785.863281
	Iteration 28F: 3 clusters Score -2395338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -408684.375000 Penalty: 1970.497681
	Iteration 0F: 2 clusters Score -408684.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -405546.531250 Penalty: 3940.995361
	Iteration 0F: 3 clusters Score -405546.5 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406228.250000 Penalty: 3940.995361
	Iteration 1F: 3 clusters Score -406228.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -406537.312500 Penalty: 3940.995361
	Iteration 2F: 3 clusters Score -406537.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -406833.187500 Penalty: 3940.995361
	Iteration 3F: 3 clusters Score -406833.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -407212.968750 Penalty: 3940.995361
	Iteration 4F: 3 clusters Score -407213 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -407632.250000 Penalty: 3940.995361
	Iteration 5F: 3 clusters Score -407632.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -408019.875000 Penalty: 3940.995361
	Iteration 6F: 3 clusters Score -408019.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -408271.875000 Penalty: 3940.995361
	Iteration 7F: 3 clusters Score -408271.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -408369.593750 Penalty: 3940.995361
	Iteration 8Q: 3 clusters Score -408369.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -408412.843750 Penalty: 3940.995361
	Iteration 9Q: 3 clusters Score -408412.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408439.687500 Penalty: 3940.995361
	Iteration 10Q: 3 clusters Score -408439.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -408455.625000 Penalty: 3940.995361
	Iteration 11Q: 3 clusters Score -408455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -408466.843750 Penalty: 3940.995361
	Iteration 12Q: 3 clusters Score -408466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -408469.343750 Penalty: 3940.995361
	Iteration 13Q: 3 clusters Score -408469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -408472.218750 Penalty: 3940.995361
	Iteration 14Q: 3 clusters Score -408472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -408472.000000 Penalty: 3940.995361
	Iteration 15Q: 3 clusters Score -408472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -408472.718750 Penalty: 3940.995361
	Iteration 16Q: 3 clusters Score -408472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -408473.281250 Penalty: 3940.995361
	Iteration 17Q: 3 clusters Score -408473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -408473.718750 Penalty: 3940.995361
	Iteration 18Q: 3 clusters Score -408473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -408475.875000 Penalty: 3940.995361
	Iteration 19Q: 3 clusters Score -408475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -408475.875000 Penalty: 3940.995361
	Iteration 20F: 3 clusters Score -408475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -731296.062500 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731296.1 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -732561.125000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732561.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -733000.875000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -733000.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -733477.312500 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -733477.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -733943.812500 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -733943.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -734303.437500 Penalty: 4227.001465
	Iteration 5F: 3 clusters Score -734303.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -734543.687500 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -734543.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -734690.375000 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -734690.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -734774.062500 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -734774.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -734816.500000 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -734816.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -734850.125000 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -734850.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -734872.562500 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -734872.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -734899.375000 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -734899.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -734938.437500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -734938.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -734998.500000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -734998.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -735093.375000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -735093.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -735202.187500 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -735202.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -735344.562500 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -735344.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -735476.875000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735476.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -735516.250000 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735516.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -735529.562500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -735533.125000 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -735535.187500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -735536.312500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -735538.125000 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -735538.500000 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -735541.000000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -735541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -735539.562500 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -735539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -735539.562500 Penalty: 4227.001465
	Iteration 28F: 3 clusters Score -735539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Entering Unmasked Estep 
Score: -5453906.000000 Penalty: 2603.353760
	Iteration 0F: 2 clusters Score -5453906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -5429355.000000 Penalty: 5206.707520
	Iteration 0F: 3 clusters Score -5429355 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -5438022.500000 Penalty: 5206.707520
	Iteration 1F: 3 clusters Score -5438022 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5438392.000000 Penalty: 5206.707520
	Iteration 2Q: 3 clusters Score -5438392 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5438699.000000 Penalty: 5206.707520
	Iteration 3Q: 3 clusters Score -5438699 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5439006.500000 Penalty: 5206.707520
	Iteration 4Q: 3 clusters Score -5439006 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5439273.000000 Penalty: 5206.707520
	Iteration 5Q: 3 clusters Score -5439273 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5439592.500000 Penalty: 5206.707520
	Iteration 6Q: 3 clusters Score -5439592 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -5439887.500000 Penalty: 5206.707520
	Iteration 7Q: 3 clusters Score -5439888 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5440310.500000 Penalty: 5206.707520
	Iteration 8Q: 3 clusters Score -5440310 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5440829.000000 Penalty: 5206.707520
	Iteration 9Q: 3 clusters Score -5440829 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -5441510.500000 Penalty: 5206.707520
	Iteration 10Q: 3 clusters Score -5441510 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5442353.500000 Penalty: 5206.707520
	Iteration 11Q: 3 clusters Score -5442354 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -5443313.000000 Penalty: 5206.707520
	Iteration 12F: 3 clusters Score -5443313 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5444501.000000 Penalty: 5206.707520
	Iteration 13F: 3 clusters Score -5444501 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5445782.000000 Penalty: 5206.707520
	Iteration 14F: 3 clusters Score -5445782 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5447054.500000 Penalty: 5206.707520
	Iteration 15F: 3 clusters Score -5447054 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -5448276.500000 Penalty: 5206.707520
	Iteration 16Q: 3 clusters Score -5448276 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5449497.000000 Penalty: 5206.707520
	Iteration 17Q: 3 clusters Score -5449497 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5450841.000000 Penalty: 5206.707520
	Iteration 18Q: 3 clusters Score -5450841 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -5452112.500000 Penalty: 5206.707520
	Iteration 19Q: 3 clusters Score -5452112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5452484.500000 Penalty: 5206.707520
	Iteration 20F: 3 clusters Score -5452484 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5452627.500000 Penalty: 5206.707520
	Iteration 21Q: 3 clusters Score -5452628 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5452700.500000 Penalty: 5206.707520
	Iteration 22Q: 3 clusters Score -5452700 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -5452747.000000 Penalty: 5206.707520
	Iteration 23Q: 3 clusters Score -5452747 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5452775.500000 Penalty: 5206.707520
	Iteration 24Q: 3 clusters Score -5452776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5452811.500000 Penalty: 5206.707520
	Iteration 25Q: 3 clusters Score -5452812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5452830.000000 Penalty: 5206.707520
	Iteration 26Q: 3 clusters Score -5452830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5452846.000000 Penalty: 5206.707520
	Iteration 27Q: 3 clusters Score -5452846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -5452863.500000 Penalty: 5206.707520
	Iteration 28Q: 3 clusters Score -5452864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5452874.500000 Penalty: 5206.707520
	Iteration 29Q: 3 clusters Score -5452874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -5452892.500000 Penalty: 5206.707520
	Iteration 30Q: 3 clusters Score -5452892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5452889.500000 Penalty: 5206.707520
	Iteration 31Q: 3 clusters Score -5452890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5452889.500000 Penalty: 5206.707520
	Iteration 32Q: 3 clusters Score -5452890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -5452893.500000 Penalty: 5206.707520
	Iteration 33Q: 3 clusters Score -5452894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5452889.500000 Penalty: 5206.707520
	Iteration 34Q: 3 clusters Score -5452890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -5452889.000000 Penalty: 5206.707520
	Iteration 35Q: 3 clusters Score -5452889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -5452887.000000 Penalty: 5206.707520
	Iteration 36Q: 3 clusters Score -5452887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -5452899.500000 Penalty: 5206.707520
	Iteration 37Q: 3 clusters Score -5452900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5452899.000000 Penalty: 5206.707520
	Iteration 38Q: 3 clusters Score -5452899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -5452903.500000 Penalty: 5206.707520
	Iteration 39Q: 3 clusters Score -5452904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -5452905.000000 Penalty: 5206.707520
	Iteration 40F: 3 clusters Score -5452905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -5452904.000000 Penalty: 5206.707520
	Iteration 41Q: 3 clusters Score -5452904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -5452903.000000 Penalty: 5206.707520
	Iteration 42Q: 3 clusters Score -5452903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -5452903.000000 Penalty: 5206.707520
	Iteration 43F: 3 clusters Score -5452903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Entering Unmasked Estep 
Score: -26134346.000000 Penalty: 2986.887207
	Iteration 0F: 2 clusters Score -2.613435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -26030274.000000 Penalty: 5973.774414
	Iteration 0F: 3 clusters Score -2.603027e+07 nChanged 81723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -26077916.000000 Penalty: 5973.774414
	Iteration 1F: 3 clusters Score -2.607792e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -26079694.000000 Penalty: 5973.774414
	Iteration 2Q: 3 clusters Score -2.607969e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96880 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -26082490.000000 Penalty: 5973.774414
	Iteration 3Q: 3 clusters Score -2.608249e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -26086854.000000 Penalty: 5973.774414
	Iteration 4Q: 3 clusters Score -2.608685e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -26092338.000000 Penalty: 5973.774414
	Iteration 5F: 3 clusters Score -2.609234e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -26099116.000000 Penalty: 5973.774414
	Iteration 6F: 3 clusters Score -2.609912e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122244 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -26106104.000000 Penalty: 5973.774414
	Iteration 7F: 3 clusters Score -2.61061e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124984 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -26112372.000000 Penalty: 5973.774414
	Iteration 8F: 3 clusters Score -2.611237e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -26116310.000000 Penalty: 5973.774414
	Iteration 9Q: 3 clusters Score -2.611631e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -26117934.000000 Penalty: 5973.774414
	Iteration 10Q: 3 clusters Score -2.611793e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -26118540.000000 Penalty: 5973.774414
	Iteration 11Q: 3 clusters Score -2.611854e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -26118902.000000 Penalty: 5973.774414
	Iteration 12Q: 3 clusters Score -2.61189e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -26118872.000000 Penalty: 5973.774414
	Iteration 13Q: 3 clusters Score -2.611887e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121757 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -26118744.000000 Penalty: 5973.774414
	Iteration 14Q: 3 clusters Score -2.611874e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120694 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -26118658.000000 Penalty: 5973.774414
	Iteration 15Q: 3 clusters Score -2.611866e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -26118566.000000 Penalty: 5973.774414
	Iteration 16Q: 3 clusters Score -2.611857e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118339 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -26118544.000000 Penalty: 5973.774414
	Iteration 17Q: 3 clusters Score -2.611854e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -26118704.000000 Penalty: 5973.774414
	Iteration 18Q: 3 clusters Score -2.61187e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -26118832.000000 Penalty: 5973.774414
	Iteration 19Q: 3 clusters Score -2.611883e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -26119086.000000 Penalty: 5973.774414
	Iteration 20F: 3 clusters Score -2.611909e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -26119348.000000 Penalty: 5973.774414
	Iteration 21Q: 3 clusters Score -2.611935e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -26119656.000000 Penalty: 5973.774414
	Iteration 22Q: 3 clusters Score -2.611966e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -26119900.000000 Penalty: 5973.774414
	Iteration 23Q: 3 clusters Score -2.61199e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -26120228.000000 Penalty: 5973.774414
	Iteration 24Q: 3 clusters Score -2.612023e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -26120264.000000 Penalty: 5973.774414
	Iteration 25Q: 3 clusters Score -2.612026e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -26120466.000000 Penalty: 5973.774414
	Iteration 26Q: 3 clusters Score -2.612047e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -26120632.000000 Penalty: 5973.774414
	Iteration 27Q: 3 clusters Score -2.612063e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -26120926.000000 Penalty: 5973.774414
	Iteration 28Q: 3 clusters Score -2.612093e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -26121062.000000 Penalty: 5973.774414
	Iteration 29Q: 3 clusters Score -2.612106e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -26121300.000000 Penalty: 5973.774414
	Iteration 30Q: 3 clusters Score -2.61213e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -26121526.000000 Penalty: 5973.774414
	Iteration 31Q: 3 clusters Score -2.612153e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 71904 members 
Entering Unmasked Estep 
Score: -26121806.000000 Penalty: 5973.774414
	Iteration 32Q: 3 clusters Score -2.612181e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -26121912.000000 Penalty: 5973.774414
	Iteration 33Q: 3 clusters Score -2.612191e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -26122252.000000 Penalty: 5973.774414
	Iteration 34Q: 3 clusters Score -2.612225e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -26122564.000000 Penalty: 5973.774414
	Iteration 35Q: 3 clusters Score -2.612256e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -26122752.000000 Penalty: 5973.774414
	Iteration 36Q: 3 clusters Score -2.612275e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -26122994.000000 Penalty: 5973.774414
	Iteration 37Q: 3 clusters Score -2.612299e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -26123120.000000 Penalty: 5973.774414
	Iteration 38Q: 3 clusters Score -2.612312e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -26123356.000000 Penalty: 5973.774414
	Iteration 39Q: 3 clusters Score -2.612336e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -26123668.000000 Penalty: 5973.774414
	Iteration 40F: 3 clusters Score -2.612367e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -26123842.000000 Penalty: 5973.774414
	Iteration 41Q: 3 clusters Score -2.612384e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89471 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -26124160.000000 Penalty: 5973.774414
	Iteration 42Q: 3 clusters Score -2.612416e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -26124334.000000 Penalty: 5973.774414
	Iteration 43Q: 3 clusters Score -2.612433e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -26124468.000000 Penalty: 5973.774414
	Iteration 44Q: 3 clusters Score -2.612447e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86751 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -26124778.000000 Penalty: 5973.774414
	Iteration 45Q: 3 clusters Score -2.612478e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -26124928.000000 Penalty: 5973.774414
	Iteration 46Q: 3 clusters Score -2.612493e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -26125082.000000 Penalty: 5973.774414
	Iteration 47Q: 3 clusters Score -2.612508e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -26125218.000000 Penalty: 5973.774414
	Iteration 48Q: 3 clusters Score -2.612522e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -26125410.000000 Penalty: 5973.774414
	Iteration 49Q: 3 clusters Score -2.612541e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -26125512.000000 Penalty: 5973.774414
	Iteration 50Q: 3 clusters Score -2.612551e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -26125680.000000 Penalty: 5973.774414
	Iteration 51Q: 3 clusters Score -2.612568e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -26125810.000000 Penalty: 5973.774414
	Iteration 52Q: 3 clusters Score -2.612581e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -26125986.000000 Penalty: 5973.774414
	Iteration 53Q: 3 clusters Score -2.612599e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -26126136.000000 Penalty: 5973.774414
	Iteration 54Q: 3 clusters Score -2.612614e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -26126276.000000 Penalty: 5973.774414
	Iteration 55Q: 3 clusters Score -2.612628e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -26126484.000000 Penalty: 5973.774414
	Iteration 56Q: 3 clusters Score -2.612648e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -26126628.000000 Penalty: 5973.774414
	Iteration 57Q: 3 clusters Score -2.612663e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -26126784.000000 Penalty: 5973.774414
	Iteration 58Q: 3 clusters Score -2.612678e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -26126914.000000 Penalty: 5973.774414
	Iteration 59Q: 3 clusters Score -2.612691e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -26127242.000000 Penalty: 5973.774414
	Iteration 60F: 3 clusters Score -2.612724e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -26127396.000000 Penalty: 5973.774414
	Iteration 61Q: 3 clusters Score -2.61274e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -26127558.000000 Penalty: 5973.774414
	Iteration 62Q: 3 clusters Score -2.612756e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 102451 members 
Entering Unmasked Estep 
Score: -26127924.000000 Penalty: 5973.774414
	Iteration 63Q: 3 clusters Score -2.612792e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -26128256.000000 Penalty: 5973.774414
	Iteration 64Q: 3 clusters Score -2.612826e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -26128712.000000 Penalty: 5973.774414
	Iteration 65Q: 3 clusters Score -2.612871e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -26129144.000000 Penalty: 5973.774414
	Iteration 66Q: 3 clusters Score -2.612914e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 112417 members 
Entering Unmasked Estep 
Score: -26129584.000000 Penalty: 5973.774414
	Iteration 67Q: 3 clusters Score -2.612958e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -26130226.000000 Penalty: 5973.774414
	Iteration 68Q: 3 clusters Score -2.613023e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 118811 members 
Entering Unmasked Estep 
Score: -26130808.000000 Penalty: 5973.774414
	Iteration 69Q: 3 clusters Score -2.613081e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -26131066.000000 Penalty: 5973.774414
	Iteration 70Q: 3 clusters Score -2.613107e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 125773 members 
Entering Unmasked Estep 
Score: -26131348.000000 Penalty: 5973.774414
	Iteration 71Q: 3 clusters Score -2.613135e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -26131882.000000 Penalty: 5973.774414
	Iteration 72Q: 3 clusters Score -2.613188e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -26132524.000000 Penalty: 5973.774414
	Iteration 73Q: 3 clusters Score -2.613252e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 137903 members 
Entering Unmasked Estep 
Score: -26132658.000000 Penalty: 5973.774414
	Iteration 74Q: 3 clusters Score -2.613266e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
Score: -26132456.000000 Penalty: 5973.774414
	Iteration 75Q: 3 clusters Score -2.613246e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -26131862.000000 Penalty: 5973.774414
	Iteration 76Q: 3 clusters Score -2.613186e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 147784 members 
Entering Unmasked Estep 
Score: -26131160.000000 Penalty: 5973.774414
	Iteration 77Q: 3 clusters Score -2.613116e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 149352 members 
Entering Unmasked Estep 
Score: -26130948.000000 Penalty: 5973.774414
	Iteration 78Q: 3 clusters Score -2.613095e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -26130612.000000 Penalty: 5973.774414
	Iteration 79Q: 3 clusters Score -2.613061e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 150858 members 
Entering Unmasked Estep 
Score: -26132222.000000 Penalty: 5973.774414
	Iteration 80F: 3 clusters Score -2.613222e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -26132136.000000 Penalty: 5973.774414
	Iteration 81Q: 3 clusters Score -2.613214e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -26132212.000000 Penalty: 5973.774414
	Iteration 82Q: 3 clusters Score -2.613221e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -26132150.000000 Penalty: 5973.774414
	Iteration 83Q: 3 clusters Score -2.613215e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -26132156.000000 Penalty: 5973.774414
	Iteration 84Q: 3 clusters Score -2.613216e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 163582 members 
Entering Unmasked Estep 
Score: -26132094.000000 Penalty: 5973.774414
	Iteration 85Q: 3 clusters Score -2.613209e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -26132046.000000 Penalty: 5973.774414
	Iteration 86Q: 3 clusters Score -2.613205e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -26132030.000000 Penalty: 5973.774414
	Iteration 87Q: 3 clusters Score -2.613203e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -26131990.000000 Penalty: 5973.774414
	Iteration 88Q: 3 clusters Score -2.613199e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -26131960.000000 Penalty: 5973.774414
	Iteration 89Q: 3 clusters Score -2.613196e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -26132024.000000 Penalty: 5973.774414
	Iteration 90Q: 3 clusters Score -2.613202e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -26132016.000000 Penalty: 5973.774414
	Iteration 91Q: 3 clusters Score -2.613202e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -26132034.000000 Penalty: 5973.774414
	Iteration 92Q: 3 clusters Score -2.613203e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -26132000.000000 Penalty: 5973.774414
	Iteration 93Q: 3 clusters Score -2.6132e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -26132064.000000 Penalty: 5973.774414
	Iteration 94Q: 3 clusters Score -2.613206e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 168627 members 
Entering Unmasked Estep 
Score: -26132026.000000 Penalty: 5973.774414
	Iteration 95Q: 3 clusters Score -2.613203e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -26132074.000000 Penalty: 5973.774414
	Iteration 96Q: 3 clusters Score -2.613207e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 168876 members 
Entering Unmasked Estep 
Score: -26132104.000000 Penalty: 5973.774414
	Iteration 97Q: 3 clusters Score -2.61321e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -26132106.000000 Penalty: 5973.774414
	Iteration 98Q: 3 clusters Score -2.613211e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -26132118.000000 Penalty: 5973.774414
	Iteration 99Q: 3 clusters Score -2.613212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -26132108.000000 Penalty: 5973.774414
	Iteration 100F: 3 clusters Score -2.613211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 169151 members 
Entering Unmasked Estep 
Score: -26132116.000000 Penalty: 5973.774414
	Iteration 101Q: 3 clusters Score -2.613212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 169194 members 
Entering Unmasked Estep 
Score: -26132114.000000 Penalty: 5973.774414
	Iteration 102Q: 3 clusters Score -2.613211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 169219 members 
Entering Unmasked Estep 
Score: -26132112.000000 Penalty: 5973.774414
	Iteration 103Q: 3 clusters Score -2.613211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -26132126.000000 Penalty: 5973.774414
	Iteration 104Q: 3 clusters Score -2.613213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -26132114.000000 Penalty: 5973.774414
	Iteration 105Q: 3 clusters Score -2.613211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -26132108.000000 Penalty: 5973.774414
	Iteration 106Q: 3 clusters Score -2.613211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 169317 members 
Entering Unmasked Estep 
Score: -26132092.000000 Penalty: 5973.774414
	Iteration 107Q: 3 clusters Score -2.613209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -26132084.000000 Penalty: 5973.774414
	Iteration 108Q: 3 clusters Score -2.613208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 169355 members 
Entering Unmasked Estep 
Score: -26132104.000000 Penalty: 5973.774414
	Iteration 109Q: 3 clusters Score -2.61321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -26132120.000000 Penalty: 5973.774414
	Iteration 110Q: 3 clusters Score -2.613212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 169377 members 
Entering Unmasked Estep 
Score: -26132122.000000 Penalty: 5973.774414
	Iteration 111Q: 3 clusters Score -2.613212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -26132124.000000 Penalty: 5973.774414
	Iteration 112Q: 3 clusters Score -2.613212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -26132132.000000 Penalty: 5973.774414
	Iteration 113Q: 3 clusters Score -2.613213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 169395 members 
Entering Unmasked Estep 
Score: -26132112.000000 Penalty: 5973.774414
	Iteration 114Q: 3 clusters Score -2.613211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 169402 members 
Entering Unmasked Estep 
Score: -26132124.000000 Penalty: 5973.774414
	Iteration 115Q: 3 clusters Score -2.613212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -26132122.000000 Penalty: 5973.774414
	Iteration 116Q: 3 clusters Score -2.613212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 169409 members 
Entering Unmasked Estep 
Score: -26132130.000000 Penalty: 5973.774414
	Iteration 117Q: 3 clusters Score -2.613213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169414 members 
Entering Unmasked Estep 
Score: -26132124.000000 Penalty: 5973.774414
	Iteration 118Q: 3 clusters Score -2.613212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -26132130.000000 Penalty: 5973.774414
	Iteration 119Q: 3 clusters Score -2.613213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -26132122.000000 Penalty: 5973.774414
	Iteration 120F: 3 clusters Score -2.613212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -26132138.000000 Penalty: 5973.774414
	Iteration 121Q: 3 clusters Score -2.613214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -26132136.000000 Penalty: 5973.774414
	Iteration 122Q: 3 clusters Score -2.613214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -26132130.000000 Penalty: 5973.774414
	Iteration 123Q: 3 clusters Score -2.613213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169430 members 
Entering Unmasked Estep 
Score: -26132112.000000 Penalty: 5973.774414
	Iteration 124Q: 3 clusters Score -2.613211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -26132118.000000 Penalty: 5973.774414
	Iteration 125Q: 3 clusters Score -2.613212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -26132118.000000 Penalty: 5973.774414
	Iteration 126F: 3 clusters Score -2.613212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 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 307 members 
Entering Unmasked Estep 
Score: -86139.882812 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86139.88 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86335.281250 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86335.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86394.296875 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -86394.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86426.992188 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -86426.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86444.468750 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86444.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86456.515625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86456.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86473.710938 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86473.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86486.703125 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86512.156250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86512.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86534.843750 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -86534.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86548.375000 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -86548.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86570.796875 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -86570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86583.726562 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -86583.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86595.765625 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -86595.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86608.531250 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -86608.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86623.085938 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -86623.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86638.515625 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -86638.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86649.601562 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -86649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86674.250000 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -86674.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86696.125000 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -86696.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86713.015625 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -86713.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86748.726562 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -86748.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86786.140625 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -86786.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86829.601562 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -86829.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86856.375000 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -86856.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -86877.437500 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -86877.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86914.070312 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -86914.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -86970.812500 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -86970.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87107.328125 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -87107.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -87342.343750 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -87342.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -87554.085938 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -87554.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87674.460938 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -87674.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -87764.640625 Penalty: 3198.649170
	Iteration 32Q: 3 clusters Score -87764.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87903.539062 Penalty: 3198.649170
	Iteration 33Q: 3 clusters Score -87903.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88134.531250 Penalty: 3198.649170
	Iteration 34Q: 3 clusters Score -88134.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88204.765625 Penalty: 3198.649170
	Iteration 35Q: 3 clusters Score -88204.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88204.765625 Penalty: 3198.649170
	Iteration 36F: 3 clusters Score -88204.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36221 members 
Mstep: Class 11 contains 170059 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107256 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115810 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 334 members 
Entering Unmasked Estep 
Score: -104172408.000000 Penalty: 130140.156250
Splitting cluster 12 changes total score from -104173544.000000 to -104172408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -692365.937500 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -692365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -688051.375000 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -688051.4 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -689150.437500 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -689150.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -689560.062500 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -689560.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -689941.000000 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -689941 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -690244.312500 Penalty: 4201.793945
	Iteration 4F: 3 clusters Score -690244.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -690501.000000 Penalty: 4201.793945
	Iteration 5F: 3 clusters Score -690501 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -690717.062500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -690717.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -690899.375000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -690899.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -691064.937500 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -691064.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -691250.812500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -691250.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -691403.562500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -691403.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -691515.062500 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -691515.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -691590.812500 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -691590.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -691669.125000 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -691669.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -691731.250000 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -691731.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -691775.062500 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -691775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -691812.000000 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -691812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -691842.000000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -691842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -691869.687500 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -691869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -691886.312500 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -691886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -691893.125000 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -691893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -691895.375000 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -691895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -691900.750000 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -691900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -691902.750000 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -691902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -691902.750000 Penalty: 4201.793945
	Iteration 24F: 3 clusters Score -691902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -697563.500000 Penalty: 2095.967285
	Iteration 0F: 2 clusters Score -697563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -693252.000000 Penalty: 4191.934570
	Iteration 0F: 3 clusters Score -693252 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -694314.937500 Penalty: 4191.934570
	Iteration 1F: 3 clusters Score -694314.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -694530.625000 Penalty: 4191.934570
	Iteration 2F: 3 clusters Score -694530.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -694659.312500 Penalty: 4191.934570
	Iteration 3Q: 3 clusters Score -694659.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -694737.937500 Penalty: 4191.934570
	Iteration 4Q: 3 clusters Score -694737.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -694788.875000 Penalty: 4191.934570
	Iteration 5Q: 3 clusters Score -694788.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -694834.062500 Penalty: 4191.934570
	Iteration 6Q: 3 clusters Score -694834.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -694865.625000 Penalty: 4191.934570
	Iteration 7Q: 3 clusters Score -694865.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -694912.312500 Penalty: 4191.934570
	Iteration 8Q: 3 clusters Score -694912.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -694945.500000 Penalty: 4191.934570
	Iteration 9Q: 3 clusters Score -694945.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -694986.187500 Penalty: 4191.934570
	Iteration 10Q: 3 clusters Score -694986.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -695022.125000 Penalty: 4191.934570
	Iteration 11Q: 3 clusters Score -695022.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -695062.625000 Penalty: 4191.934570
	Iteration 12Q: 3 clusters Score -695062.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -695109.062500 Penalty: 4191.934570
	Iteration 13Q: 3 clusters Score -695109.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -695163.812500 Penalty: 4191.934570
	Iteration 14Q: 3 clusters Score -695163.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -695227.375000 Penalty: 4191.934570
	Iteration 15Q: 3 clusters Score -695227.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -695325.687500 Penalty: 4191.934570
	Iteration 16Q: 3 clusters Score -695325.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -695474.812500 Penalty: 4191.934570
	Iteration 17Q: 3 clusters Score -695474.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -695673.812500 Penalty: 4191.934570
	Iteration 18Q: 3 clusters Score -695673.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -695899.875000 Penalty: 4191.934570
	Iteration 19Q: 3 clusters Score -695899.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -696092.937500 Penalty: 4191.934570
	Iteration 20F: 3 clusters Score -696092.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -696245.812500 Penalty: 4191.934570
	Iteration 21Q: 3 clusters Score -696245.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -696352.937500 Penalty: 4191.934570
	Iteration 22Q: 3 clusters Score -696352.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -696414.687500 Penalty: 4191.934570
	Iteration 23Q: 3 clusters Score -696414.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -696453.062500 Penalty: 4191.934570
	Iteration 24Q: 3 clusters Score -696453.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -696485.187500 Penalty: 4191.934570
	Iteration 25Q: 3 clusters Score -696485.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -696509.062500 Penalty: 4191.934570
	Iteration 26Q: 3 clusters Score -696509.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -696533.437500 Penalty: 4191.934570
	Iteration 27Q: 3 clusters Score -696533.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -696569.187500 Penalty: 4191.934570
	Iteration 28Q: 3 clusters Score -696569.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -696616.812500 Penalty: 4191.934570
	Iteration 29Q: 3 clusters Score -696616.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -696660.687500 Penalty: 4191.934570
	Iteration 30Q: 3 clusters Score -696660.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -696675.687500 Penalty: 4191.934570
	Iteration 31Q: 3 clusters Score -696675.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -696687.812500 Penalty: 4191.934570
	Iteration 32Q: 3 clusters Score -696687.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -696695.062500 Penalty: 4191.934570
	Iteration 33Q: 3 clusters Score -696695.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -696699.500000 Penalty: 4191.934570
	Iteration 34Q: 3 clusters Score -696699.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -696704.750000 Penalty: 4191.934570
	Iteration 35Q: 3 clusters Score -696704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -696706.812500 Penalty: 4191.934570
	Iteration 36Q: 3 clusters Score -696706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -696709.375000 Penalty: 4191.934570
	Iteration 37Q: 3 clusters Score -696709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -696708.625000 Penalty: 4191.934570
	Iteration 38Q: 3 clusters Score -696708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -696710.937500 Penalty: 4191.934570
	Iteration 39Q: 3 clusters Score -696710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -696713.312500 Penalty: 4191.934570
	Iteration 40F: 3 clusters Score -696713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -696716.250000 Penalty: 4191.934570
	Iteration 41Q: 3 clusters Score -696716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -696720.687500 Penalty: 4191.934570
	Iteration 42Q: 3 clusters Score -696720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -696724.562500 Penalty: 4191.934570
	Iteration 43Q: 3 clusters Score -696724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -696727.687500 Penalty: 4191.934570
	Iteration 44Q: 3 clusters Score -696727.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -696732.875000 Penalty: 4191.934570
	Iteration 45Q: 3 clusters Score -696732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -696733.375000 Penalty: 4191.934570
	Iteration 46Q: 3 clusters Score -696733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -696736.562500 Penalty: 4191.934570
	Iteration 47Q: 3 clusters Score -696736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -696738.937500 Penalty: 4191.934570
	Iteration 48Q: 3 clusters Score -696738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -696740.125000 Penalty: 4191.934570
	Iteration 49Q: 3 clusters Score -696740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -696739.187500 Penalty: 4191.934570
	Iteration 50Q: 3 clusters Score -696739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -696740.562500 Penalty: 4191.934570
	Iteration 51Q: 3 clusters Score -696740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -696739.937500 Penalty: 4191.934570
	Iteration 52Q: 3 clusters Score -696739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -696739.937500 Penalty: 4191.934570
	Iteration 53F: 3 clusters Score -696739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -283542.218750 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -283542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -280950.843750 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -280950.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -281495.343750 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -281495.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281680.406250 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -281680.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -281823.937500 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -281823.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -281973.250000 Penalty: 3775.473877
	Iteration 4F: 3 clusters Score -281973.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282117.187500 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -282117.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282213.500000 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -282213.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282293.281250 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -282293.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282410.906250 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -282410.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282565.750000 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -282565.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282692.125000 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -282692.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282775.593750 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -282775.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -282831.343750 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -282831.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -282882.125000 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -282882.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282920.937500 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -282920.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282965.562500 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -282965.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -283021.750000 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -283021.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283053.812500 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -283053.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -283078.000000 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -283078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283106.281250 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -283106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283117.000000 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -283117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -283141.875000 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -283141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283156.281250 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -283156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283160.468750 Penalty: 3775.473877
	Iteration 23Q: 3 clusters Score -283160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283165.843750 Penalty: 3775.473877
	Iteration 24Q: 3 clusters Score -283165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283169.125000 Penalty: 3775.473877
	Iteration 25Q: 3 clusters Score -283169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283170.562500 Penalty: 3775.473877
	Iteration 26Q: 3 clusters Score -283170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283172.093750 Penalty: 3775.473877
	Iteration 27Q: 3 clusters Score -283172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283172.000000 Penalty: 3775.473877
	Iteration 28Q: 3 clusters Score -283172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283172.000000 Penalty: 3775.473877
	Iteration 29F: 3 clusters Score -283172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Entering Unmasked Estep 
Score: -6239962.000000 Penalty: 2631.553955
	Iteration 0F: 2 clusters Score -6239962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -6212419.500000 Penalty: 5263.107910
	Iteration 0F: 3 clusters Score -6212420 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -6222893.500000 Penalty: 5263.107910
	Iteration 1F: 3 clusters Score -6222894 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6223667.500000 Penalty: 5263.107910
	Iteration 2Q: 3 clusters Score -6223668 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -6224661.000000 Penalty: 5263.107910
	Iteration 3Q: 3 clusters Score -6224661 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6226134.500000 Penalty: 5263.107910
	Iteration 4F: 3 clusters Score -6226134 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -6228177.500000 Penalty: 5263.107910
	Iteration 5F: 3 clusters Score -6228178 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -6230915.500000 Penalty: 5263.107910
	Iteration 6F: 3 clusters Score -6230916 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -6233561.000000 Penalty: 5263.107910
	Iteration 7F: 3 clusters Score -6233561 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -6235301.500000 Penalty: 5263.107910
	Iteration 8F: 3 clusters Score -6235302 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -6236239.500000 Penalty: 5263.107910
	Iteration 9Q: 3 clusters Score -6236240 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -6236757.000000 Penalty: 5263.107910
	Iteration 10Q: 3 clusters Score -6236757 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -6237046.000000 Penalty: 5263.107910
	Iteration 11Q: 3 clusters Score -6237046 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -6237221.500000 Penalty: 5263.107910
	Iteration 12Q: 3 clusters Score -6237222 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -6237316.000000 Penalty: 5263.107910
	Iteration 13Q: 3 clusters Score -6237316 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6237443.500000 Penalty: 5263.107910
	Iteration 14Q: 3 clusters Score -6237444 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -6237568.500000 Penalty: 5263.107910
	Iteration 15Q: 3 clusters Score -6237568 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6237633.500000 Penalty: 5263.107910
	Iteration 16Q: 3 clusters Score -6237634 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -6237674.500000 Penalty: 5263.107910
	Iteration 17Q: 3 clusters Score -6237674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -6237745.000000 Penalty: 5263.107910
	Iteration 18Q: 3 clusters Score -6237745 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -6237782.000000 Penalty: 5263.107910
	Iteration 19Q: 3 clusters Score -6237782 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6237840.500000 Penalty: 5263.107910
	Iteration 20F: 3 clusters Score -6237840 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6237932.000000 Penalty: 5263.107910
	Iteration 21Q: 3 clusters Score -6237932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6237990.500000 Penalty: 5263.107910
	Iteration 22Q: 3 clusters Score -6237990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6238080.000000 Penalty: 5263.107910
	Iteration 23Q: 3 clusters Score -6238080 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6238144.500000 Penalty: 5263.107910
	Iteration 24Q: 3 clusters Score -6238144 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6238198.000000 Penalty: 5263.107910
	Iteration 25Q: 3 clusters Score -6238198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6238310.500000 Penalty: 5263.107910
	Iteration 26Q: 3 clusters Score -6238310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -6238383.500000 Penalty: 5263.107910
	Iteration 27Q: 3 clusters Score -6238384 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6238446.500000 Penalty: 5263.107910
	Iteration 28Q: 3 clusters Score -6238446 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -6238532.500000 Penalty: 5263.107910
	Iteration 29Q: 3 clusters Score -6238532 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6238617.000000 Penalty: 5263.107910
	Iteration 30Q: 3 clusters Score -6238617 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -6238706.500000 Penalty: 5263.107910
	Iteration 31Q: 3 clusters Score -6238706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6238746.000000 Penalty: 5263.107910
	Iteration 32Q: 3 clusters Score -6238746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6238791.500000 Penalty: 5263.107910
	Iteration 33Q: 3 clusters Score -6238792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6238817.500000 Penalty: 5263.107910
	Iteration 34Q: 3 clusters Score -6238818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6238819.000000 Penalty: 5263.107910
	Iteration 35Q: 3 clusters Score -6238819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6238831.500000 Penalty: 5263.107910
	Iteration 36Q: 3 clusters Score -6238832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6238827.000000 Penalty: 5263.107910
	Iteration 37Q: 3 clusters Score -6238827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6238851.500000 Penalty: 5263.107910
	Iteration 38Q: 3 clusters Score -6238852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6238853.500000 Penalty: 5263.107910
	Iteration 39Q: 3 clusters Score -6238854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6238860.000000 Penalty: 5263.107910
	Iteration 40F: 3 clusters Score -6238860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6238857.500000 Penalty: 5263.107910
	Iteration 41Q: 3 clusters Score -6238858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6238856.000000 Penalty: 5263.107910
	Iteration 42Q: 3 clusters Score -6238856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -6238862.000000 Penalty: 5263.107910
	Iteration 43Q: 3 clusters Score -6238862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6238859.000000 Penalty: 5263.107910
	Iteration 44Q: 3 clusters Score -6238859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6238852.500000 Penalty: 5263.107910
	Iteration 45Q: 3 clusters Score -6238852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6238851.000000 Penalty: 5263.107910
	Iteration 46Q: 3 clusters Score -6238851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6238863.000000 Penalty: 5263.107910
	Iteration 47Q: 3 clusters Score -6238863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6238862.500000 Penalty: 5263.107910
	Iteration 48Q: 3 clusters Score -6238862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6238868.000000 Penalty: 5263.107910
	Iteration 49Q: 3 clusters Score -6238868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6238871.000000 Penalty: 5263.107910
	Iteration 50Q: 3 clusters Score -6238871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6238867.000000 Penalty: 5263.107910
	Iteration 51Q: 3 clusters Score -6238867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6238861.500000 Penalty: 5263.107910
	Iteration 52Q: 3 clusters Score -6238862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6238882.500000 Penalty: 5263.107910
	Iteration 53Q: 3 clusters Score -6238882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6238888.000000 Penalty: 5263.107910
	Iteration 54Q: 3 clusters Score -6238888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6238891.000000 Penalty: 5263.107910
	Iteration 55Q: 3 clusters Score -6238891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6238886.000000 Penalty: 5263.107910
	Iteration 56Q: 3 clusters Score -6238886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6238889.500000 Penalty: 5263.107910
	Iteration 57Q: 3 clusters Score -6238890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -6238894.000000 Penalty: 5263.107910
	Iteration 58Q: 3 clusters Score -6238894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6238895.500000 Penalty: 5263.107910
	Iteration 59Q: 3 clusters Score -6238896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6238898.000000 Penalty: 5263.107910
	Iteration 60F: 3 clusters Score -6238898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -6238903.000000 Penalty: 5263.107910
	Iteration 61Q: 3 clusters Score -6238903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6238910.000000 Penalty: 5263.107910
	Iteration 62Q: 3 clusters Score -6238910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6238900.500000 Penalty: 5263.107910
	Iteration 63Q: 3 clusters Score -6238900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6238900.500000 Penalty: 5263.107910
	Iteration 64F: 3 clusters Score -6238900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Entering Unmasked Estep 
Score: -16544657.000000 Penalty: 2872.577393
	Iteration 0F: 2 clusters Score -1.654466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -16475724.000000 Penalty: 5745.154785
	Iteration 0F: 3 clusters Score -1.647572e+07 nChanged 50895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -16505545.000000 Penalty: 5745.154785
	Iteration 1F: 3 clusters Score -1.650554e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -16507018.000000 Penalty: 5745.154785
	Iteration 2Q: 3 clusters Score -1.650702e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -16508967.000000 Penalty: 5745.154785
	Iteration 3Q: 3 clusters Score -1.650897e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -16512315.000000 Penalty: 5745.154785
	Iteration 4F: 3 clusters Score -1.651232e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -16517045.000000 Penalty: 5745.154785
	Iteration 5F: 3 clusters Score -1.651704e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -16522877.000000 Penalty: 5745.154785
	Iteration 6F: 3 clusters Score -1.652288e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -16529508.000000 Penalty: 5745.154785
	Iteration 7F: 3 clusters Score -1.652951e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -16534846.000000 Penalty: 5745.154785
	Iteration 8F: 3 clusters Score -1.653485e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -16537744.000000 Penalty: 5745.154785
	Iteration 9Q: 3 clusters Score -1.653774e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -16538980.000000 Penalty: 5745.154785
	Iteration 10Q: 3 clusters Score -1.653898e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -16539746.000000 Penalty: 5745.154785
	Iteration 11Q: 3 clusters Score -1.653975e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -16540423.000000 Penalty: 5745.154785
	Iteration 12Q: 3 clusters Score -1.654042e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -16540896.000000 Penalty: 5745.154785
	Iteration 13Q: 3 clusters Score -1.65409e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -16541157.000000 Penalty: 5745.154785
	Iteration 14Q: 3 clusters Score -1.654116e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -16541458.000000 Penalty: 5745.154785
	Iteration 15Q: 3 clusters Score -1.654146e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -16541681.000000 Penalty: 5745.154785
	Iteration 16Q: 3 clusters Score -1.654168e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -16541905.000000 Penalty: 5745.154785
	Iteration 17Q: 3 clusters Score -1.65419e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -16542132.000000 Penalty: 5745.154785
	Iteration 18Q: 3 clusters Score -1.654213e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -16542285.000000 Penalty: 5745.154785
	Iteration 19Q: 3 clusters Score -1.654228e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -16542479.000000 Penalty: 5745.154785
	Iteration 20F: 3 clusters Score -1.654248e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -16542662.000000 Penalty: 5745.154785
	Iteration 21Q: 3 clusters Score -1.654266e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -16542742.000000 Penalty: 5745.154785
	Iteration 22Q: 3 clusters Score -1.654274e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -16542849.000000 Penalty: 5745.154785
	Iteration 23Q: 3 clusters Score -1.654285e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -16543022.000000 Penalty: 5745.154785
	Iteration 24Q: 3 clusters Score -1.654302e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -16543171.000000 Penalty: 5745.154785
	Iteration 25Q: 3 clusters Score -1.654317e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -16543183.000000 Penalty: 5745.154785
	Iteration 26Q: 3 clusters Score -1.654318e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -16543287.000000 Penalty: 5745.154785
	Iteration 27Q: 3 clusters Score -1.654329e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -16543357.000000 Penalty: 5745.154785
	Iteration 28Q: 3 clusters Score -1.654336e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -16543355.000000 Penalty: 5745.154785
	Iteration 29Q: 3 clusters Score -1.654336e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101220 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -16543404.000000 Penalty: 5745.154785
	Iteration 30Q: 3 clusters Score -1.65434e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -16543407.000000 Penalty: 5745.154785
	Iteration 31Q: 3 clusters Score -1.654341e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -16543249.000000 Penalty: 5745.154785
	Iteration 32Q: 3 clusters Score -1.654325e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103179 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -16543147.000000 Penalty: 5745.154785
	Iteration 33Q: 3 clusters Score -1.654315e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -16543106.000000 Penalty: 5745.154785
	Iteration 34Q: 3 clusters Score -1.654311e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -16543008.000000 Penalty: 5745.154785
	Iteration 35Q: 3 clusters Score -1.654301e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -16542942.000000 Penalty: 5745.154785
	Iteration 36Q: 3 clusters Score -1.654294e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16542942.000000 Penalty: 5745.154785
	Iteration 37Q: 3 clusters Score -1.654294e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -16542904.000000 Penalty: 5745.154785
	Iteration 38Q: 3 clusters Score -1.65429e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105381 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -16542928.000000 Penalty: 5745.154785
	Iteration 39Q: 3 clusters Score -1.654293e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16542838.000000 Penalty: 5745.154785
	Iteration 40F: 3 clusters Score -1.654284e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16542833.000000 Penalty: 5745.154785
	Iteration 41Q: 3 clusters Score -1.654283e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -16542775.000000 Penalty: 5745.154785
	Iteration 42Q: 3 clusters Score -1.654278e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105991 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -16542754.000000 Penalty: 5745.154785
	Iteration 43Q: 3 clusters Score -1.654275e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16542735.000000 Penalty: 5745.154785
	Iteration 44Q: 3 clusters Score -1.654274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -16542720.000000 Penalty: 5745.154785
	Iteration 45Q: 3 clusters Score -1.654272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -16542718.000000 Penalty: 5745.154785
	Iteration 46Q: 3 clusters Score -1.654272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16542724.000000 Penalty: 5745.154785
	Iteration 47Q: 3 clusters Score -1.654272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16542737.000000 Penalty: 5745.154785
	Iteration 48Q: 3 clusters Score -1.654274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16542701.000000 Penalty: 5745.154785
	Iteration 49Q: 3 clusters Score -1.65427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16542700.000000 Penalty: 5745.154785
	Iteration 50Q: 3 clusters Score -1.65427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16542689.000000 Penalty: 5745.154785
	Iteration 51Q: 3 clusters Score -1.654269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106408 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -16542698.000000 Penalty: 5745.154785
	Iteration 52Q: 3 clusters Score -1.65427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -16542710.000000 Penalty: 5745.154785
	Iteration 53Q: 3 clusters Score -1.654271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16542691.000000 Penalty: 5745.154785
	Iteration 54Q: 3 clusters Score -1.654269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16542692.000000 Penalty: 5745.154785
	Iteration 55Q: 3 clusters Score -1.654269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -16542691.000000 Penalty: 5745.154785
	Iteration 56Q: 3 clusters Score -1.654269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106480 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16542689.000000 Penalty: 5745.154785
	Iteration 57Q: 3 clusters Score -1.654269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106486 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -16542677.000000 Penalty: 5745.154785
	Iteration 58Q: 3 clusters Score -1.654268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16542683.000000 Penalty: 5745.154785
	Iteration 59Q: 3 clusters Score -1.654268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16542688.000000 Penalty: 5745.154785
	Iteration 60F: 3 clusters Score -1.654269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16542691.000000 Penalty: 5745.154785
	Iteration 61Q: 3 clusters Score -1.654269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16542686.000000 Penalty: 5745.154785
	Iteration 62Q: 3 clusters Score -1.654269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16542692.000000 Penalty: 5745.154785
	Iteration 63Q: 3 clusters Score -1.654269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16542694.000000 Penalty: 5745.154785
	Iteration 64Q: 3 clusters Score -1.654269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106508 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16542692.000000 Penalty: 5745.154785
	Iteration 65Q: 3 clusters Score -1.654269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16542696.000000 Penalty: 5745.154785
	Iteration 66Q: 3 clusters Score -1.65427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16542696.000000 Penalty: 5745.154785
	Iteration 67F: 3 clusters Score -1.65427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -487797.625000 Penalty: 2002.898682
	Iteration 0F: 2 clusters Score -487797.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -484385.687500 Penalty: 4005.797363
	Iteration 0F: 3 clusters Score -484385.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -485065.968750 Penalty: 4005.797363
	Iteration 1F: 3 clusters Score -485066 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -485198.625000 Penalty: 4005.797363
	Iteration 2F: 3 clusters Score -485198.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -485276.000000 Penalty: 4005.797363
	Iteration 3Q: 3 clusters Score -485276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -485330.687500 Penalty: 4005.797363
	Iteration 4Q: 3 clusters Score -485330.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -485376.562500 Penalty: 4005.797363
	Iteration 5Q: 3 clusters Score -485376.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -485411.250000 Penalty: 4005.797363
	Iteration 6Q: 3 clusters Score -485411.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -485438.937500 Penalty: 4005.797363
	Iteration 7Q: 3 clusters Score -485438.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485467.312500 Penalty: 4005.797363
	Iteration 8Q: 3 clusters Score -485467.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -485493.312500 Penalty: 4005.797363
	Iteration 9Q: 3 clusters Score -485493.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -485513.000000 Penalty: 4005.797363
	Iteration 10Q: 3 clusters Score -485513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -485528.531250 Penalty: 4005.797363
	Iteration 11Q: 3 clusters Score -485528.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -485543.906250 Penalty: 4005.797363
	Iteration 12Q: 3 clusters Score -485543.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -485557.250000 Penalty: 4005.797363
	Iteration 13Q: 3 clusters Score -485557.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -485566.156250 Penalty: 4005.797363
	Iteration 14Q: 3 clusters Score -485566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -485575.062500 Penalty: 4005.797363
	Iteration 15Q: 3 clusters Score -485575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -485583.125000 Penalty: 4005.797363
	Iteration 16Q: 3 clusters Score -485583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -485591.968750 Penalty: 4005.797363
	Iteration 17Q: 3 clusters Score -485592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -485602.437500 Penalty: 4005.797363
	Iteration 18Q: 3 clusters Score -485602.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -485613.562500 Penalty: 4005.797363
	Iteration 19Q: 3 clusters Score -485613.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -485619.562500 Penalty: 4005.797363
	Iteration 20F: 3 clusters Score -485619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -485623.125000 Penalty: 4005.797363
	Iteration 21Q: 3 clusters Score -485623.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -485627.218750 Penalty: 4005.797363
	Iteration 22Q: 3 clusters Score -485627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -485632.156250 Penalty: 4005.797363
	Iteration 23Q: 3 clusters Score -485632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -485639.812500 Penalty: 4005.797363
	Iteration 24Q: 3 clusters Score -485639.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -485648.687500 Penalty: 4005.797363
	Iteration 25Q: 3 clusters Score -485648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -485654.812500 Penalty: 4005.797363
	Iteration 26Q: 3 clusters Score -485654.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -485660.031250 Penalty: 4005.797363
	Iteration 27Q: 3 clusters Score -485660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -485664.156250 Penalty: 4005.797363
	Iteration 28Q: 3 clusters Score -485664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -485667.812500 Penalty: 4005.797363
	Iteration 29Q: 3 clusters Score -485667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -485670.000000 Penalty: 4005.797363
	Iteration 30Q: 3 clusters Score -485670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -485672.968750 Penalty: 4005.797363
	Iteration 31Q: 3 clusters Score -485673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -485677.093750 Penalty: 4005.797363
	Iteration 32Q: 3 clusters Score -485677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -485679.593750 Penalty: 4005.797363
	Iteration 33Q: 3 clusters Score -485679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -485682.500000 Penalty: 4005.797363
	Iteration 34Q: 3 clusters Score -485682.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -485686.250000 Penalty: 4005.797363
	Iteration 35Q: 3 clusters Score -485686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -485688.125000 Penalty: 4005.797363
	Iteration 36Q: 3 clusters Score -485688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -485691.125000 Penalty: 4005.797363
	Iteration 37Q: 3 clusters Score -485691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -485694.218750 Penalty: 4005.797363
	Iteration 38Q: 3 clusters Score -485694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -485699.843750 Penalty: 4005.797363
	Iteration 39Q: 3 clusters Score -485699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -485706.093750 Penalty: 4005.797363
	Iteration 40F: 3 clusters Score -485706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485712.468750 Penalty: 4005.797363
	Iteration 41Q: 3 clusters Score -485712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -485717.843750 Penalty: 4005.797363
	Iteration 42Q: 3 clusters Score -485717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -485720.625000 Penalty: 4005.797363
	Iteration 43Q: 3 clusters Score -485720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -485722.531250 Penalty: 4005.797363
	Iteration 44Q: 3 clusters Score -485722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -485724.718750 Penalty: 4005.797363
	Iteration 45Q: 3 clusters Score -485724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -485729.312500 Penalty: 4005.797363
	Iteration 46Q: 3 clusters Score -485729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -485735.031250 Penalty: 4005.797363
	Iteration 47Q: 3 clusters Score -485735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -485738.718750 Penalty: 4005.797363
	Iteration 48Q: 3 clusters Score -485738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -485740.937500 Penalty: 4005.797363
	Iteration 49Q: 3 clusters Score -485740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -485743.250000 Penalty: 4005.797363
	Iteration 50Q: 3 clusters Score -485743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -485748.593750 Penalty: 4005.797363
	Iteration 51Q: 3 clusters Score -485748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -485753.093750 Penalty: 4005.797363
	Iteration 52Q: 3 clusters Score -485753.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -485759.937500 Penalty: 4005.797363
	Iteration 53Q: 3 clusters Score -485759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485765.437500 Penalty: 4005.797363
	Iteration 54Q: 3 clusters Score -485765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -485769.531250 Penalty: 4005.797363
	Iteration 55Q: 3 clusters Score -485769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -485772.625000 Penalty: 4005.797363
	Iteration 56Q: 3 clusters Score -485772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -485777.250000 Penalty: 4005.797363
	Iteration 57Q: 3 clusters Score -485777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -485783.000000 Penalty: 4005.797363
	Iteration 58Q: 3 clusters Score -485783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -485789.375000 Penalty: 4005.797363
	Iteration 59Q: 3 clusters Score -485789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -485794.187500 Penalty: 4005.797363
	Iteration 60F: 3 clusters Score -485794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -485797.062500 Penalty: 4005.797363
	Iteration 61Q: 3 clusters Score -485797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -485800.375000 Penalty: 4005.797363
	Iteration 62Q: 3 clusters Score -485800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -485802.687500 Penalty: 4005.797363
	Iteration 63Q: 3 clusters Score -485802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -485804.437500 Penalty: 4005.797363
	Iteration 64Q: 3 clusters Score -485804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -485808.000000 Penalty: 4005.797363
	Iteration 65Q: 3 clusters Score -485808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -485811.562500 Penalty: 4005.797363
	Iteration 66Q: 3 clusters Score -485811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -485815.906250 Penalty: 4005.797363
	Iteration 67Q: 3 clusters Score -485815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485820.000000 Penalty: 4005.797363
	Iteration 68Q: 3 clusters Score -485820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -485829.156250 Penalty: 4005.797363
	Iteration 69Q: 3 clusters Score -485829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -485835.093750 Penalty: 4005.797363
	Iteration 70Q: 3 clusters Score -485835.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -485845.156250 Penalty: 4005.797363
	Iteration 71Q: 3 clusters Score -485845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -485856.843750 Penalty: 4005.797363
	Iteration 72Q: 3 clusters Score -485856.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -485866.718750 Penalty: 4005.797363
	Iteration 73Q: 3 clusters Score -485866.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -485874.781250 Penalty: 4005.797363
	Iteration 74Q: 3 clusters Score -485874.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -485882.687500 Penalty: 4005.797363
	Iteration 75Q: 3 clusters Score -485882.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -485890.562500 Penalty: 4005.797363
	Iteration 76Q: 3 clusters Score -485890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -485898.187500 Penalty: 4005.797363
	Iteration 77Q: 3 clusters Score -485898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -485912.000000 Penalty: 4005.797363
	Iteration 78Q: 3 clusters Score -485912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -485921.312500 Penalty: 4005.797363
	Iteration 79Q: 3 clusters Score -485921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -485928.718750 Penalty: 4005.797363
	Iteration 80F: 3 clusters Score -485928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -485932.906250 Penalty: 4005.797363
	Iteration 81Q: 3 clusters Score -485932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -485936.250000 Penalty: 4005.797363
	Iteration 82Q: 3 clusters Score -485936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -485939.250000 Penalty: 4005.797363
	Iteration 83Q: 3 clusters Score -485939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -485940.656250 Penalty: 4005.797363
	Iteration 84Q: 3 clusters Score -485940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -485942.843750 Penalty: 4005.797363
	Iteration 85Q: 3 clusters Score -485942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -485946.000000 Penalty: 4005.797363
	Iteration 86Q: 3 clusters Score -485946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -485954.281250 Penalty: 4005.797363
	Iteration 87Q: 3 clusters Score -485954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -485959.125000 Penalty: 4005.797363
	Iteration 88Q: 3 clusters Score -485959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -485962.531250 Penalty: 4005.797363
	Iteration 89Q: 3 clusters Score -485962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -485969.937500 Penalty: 4005.797363
	Iteration 90Q: 3 clusters Score -485969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -485974.562500 Penalty: 4005.797363
	Iteration 91Q: 3 clusters Score -485974.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -485982.281250 Penalty: 4005.797363
	Iteration 92Q: 3 clusters Score -485982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -485990.156250 Penalty: 4005.797363
	Iteration 93Q: 3 clusters Score -485990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -485995.250000 Penalty: 4005.797363
	Iteration 94Q: 3 clusters Score -485995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -486002.843750 Penalty: 4005.797363
	Iteration 95Q: 3 clusters Score -486002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -486008.437500 Penalty: 4005.797363
	Iteration 96Q: 3 clusters Score -486008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -486015.000000 Penalty: 4005.797363
	Iteration 97Q: 3 clusters Score -486015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -486018.312500 Penalty: 4005.797363
	Iteration 98Q: 3 clusters Score -486018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -486020.406250 Penalty: 4005.797363
	Iteration 99Q: 3 clusters Score -486020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -486021.312500 Penalty: 4005.797363
	Iteration 100F: 3 clusters Score -486021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -486023.937500 Penalty: 4005.797363
	Iteration 101Q: 3 clusters Score -486023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -486025.562500 Penalty: 4005.797363
	Iteration 102Q: 3 clusters Score -486025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -486027.250000 Penalty: 4005.797363
	Iteration 103Q: 3 clusters Score -486027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -486030.468750 Penalty: 4005.797363
	Iteration 104Q: 3 clusters Score -486030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -486030.656250 Penalty: 4005.797363
	Iteration 105Q: 3 clusters Score -486030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -486030.656250 Penalty: 4005.797363
	Iteration 106F: 3 clusters Score -486030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 2010.041260
	Iteration 0F: 2 clusters Score -434201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -430843.562500 Penalty: 4020.082520
	Iteration 0F: 3 clusters Score -430843.6 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -431603.625000 Penalty: 4020.082520
	Iteration 1F: 3 clusters Score -431603.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -431809.000000 Penalty: 4020.082520
	Iteration 2F: 3 clusters Score -431809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -431958.062500 Penalty: 4020.082520
	Iteration 3F: 3 clusters Score -431958.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -432084.406250 Penalty: 4020.082520
	Iteration 4Q: 3 clusters Score -432084.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -432229.875000 Penalty: 4020.082520
	Iteration 5Q: 3 clusters Score -432229.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -432369.187500 Penalty: 4020.082520
	Iteration 6Q: 3 clusters Score -432369.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -432490.656250 Penalty: 4020.082520
	Iteration 7Q: 3 clusters Score -432490.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -432583.031250 Penalty: 4020.082520
	Iteration 8Q: 3 clusters Score -432583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -432676.437500 Penalty: 4020.082520
	Iteration 9Q: 3 clusters Score -432676.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -432766.687500 Penalty: 4020.082520
	Iteration 10Q: 3 clusters Score -432766.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -432868.000000 Penalty: 4020.082520
	Iteration 11Q: 3 clusters Score -432868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -432955.156250 Penalty: 4020.082520
	Iteration 12Q: 3 clusters Score -432955.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -433039.937500 Penalty: 4020.082520
	Iteration 13Q: 3 clusters Score -433039.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -433098.406250 Penalty: 4020.082520
	Iteration 14Q: 3 clusters Score -433098.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -433141.187500 Penalty: 4020.082520
	Iteration 15Q: 3 clusters Score -433141.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -433179.187500 Penalty: 4020.082520
	Iteration 16Q: 3 clusters Score -433179.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -433213.531250 Penalty: 4020.082520
	Iteration 17Q: 3 clusters Score -433213.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -433235.812500 Penalty: 4020.082520
	Iteration 18Q: 3 clusters Score -433235.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -433250.656250 Penalty: 4020.082520
	Iteration 19Q: 3 clusters Score -433250.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -433262.218750 Penalty: 4020.082520
	Iteration 20F: 3 clusters Score -433262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -433266.718750 Penalty: 4020.082520
	Iteration 21Q: 3 clusters Score -433266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -433272.750000 Penalty: 4020.082520
	Iteration 22Q: 3 clusters Score -433272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -433276.781250 Penalty: 4020.082520
	Iteration 23Q: 3 clusters Score -433276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -433280.218750 Penalty: 4020.082520
	Iteration 24Q: 3 clusters Score -433280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -433281.906250 Penalty: 4020.082520
	Iteration 25Q: 3 clusters Score -433281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -433286.531250 Penalty: 4020.082520
	Iteration 26Q: 3 clusters Score -433286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -433292.468750 Penalty: 4020.082520
	Iteration 27Q: 3 clusters Score -433292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -433293.531250 Penalty: 4020.082520
	Iteration 28Q: 3 clusters Score -433293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -433295.343750 Penalty: 4020.082520
	Iteration 29Q: 3 clusters Score -433295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -433298.406250 Penalty: 4020.082520
	Iteration 30Q: 3 clusters Score -433298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -433301.812500 Penalty: 4020.082520
	Iteration 31Q: 3 clusters Score -433301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -433304.000000 Penalty: 4020.082520
	Iteration 32Q: 3 clusters Score -433304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -433306.375000 Penalty: 4020.082520
	Iteration 33Q: 3 clusters Score -433306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433307.656250 Penalty: 4020.082520
	Iteration 34Q: 3 clusters Score -433307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -433307.656250 Penalty: 4020.082520
	Iteration 35Q: 3 clusters Score -433307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -433307.656250 Penalty: 4020.082520
	Iteration 36F: 3 clusters Score -433307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -1209812.750000 Penalty: 2230.061768
	Iteration 0F: 2 clusters Score -1209813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1203386.750000 Penalty: 4460.123535
	Iteration 0F: 3 clusters Score -1203387 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1205083.750000 Penalty: 4460.123535
	Iteration 1F: 3 clusters Score -1205084 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1205308.625000 Penalty: 4460.123535
	Iteration 2F: 3 clusters Score -1205309 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1205465.625000 Penalty: 4460.123535
	Iteration 3Q: 3 clusters Score -1205466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1205566.000000 Penalty: 4460.123535
	Iteration 4Q: 3 clusters Score -1205566 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1205647.500000 Penalty: 4460.123535
	Iteration 5Q: 3 clusters Score -1205648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1205730.250000 Penalty: 4460.123535
	Iteration 6Q: 3 clusters Score -1205730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1205813.625000 Penalty: 4460.123535
	Iteration 7Q: 3 clusters Score -1205814 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1205892.125000 Penalty: 4460.123535
	Iteration 8Q: 3 clusters Score -1205892 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1205972.250000 Penalty: 4460.123535
	Iteration 9Q: 3 clusters Score -1205972 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1206046.875000 Penalty: 4460.123535
	Iteration 10Q: 3 clusters Score -1206047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1206125.000000 Penalty: 4460.123535
	Iteration 11Q: 3 clusters Score -1206125 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1206212.875000 Penalty: 4460.123535
	Iteration 12Q: 3 clusters Score -1206213 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1206302.750000 Penalty: 4460.123535
	Iteration 13Q: 3 clusters Score -1206303 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1206421.000000 Penalty: 4460.123535
	Iteration 14Q: 3 clusters Score -1206421 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1206558.000000 Penalty: 4460.123535
	Iteration 15Q: 3 clusters Score -1206558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1206698.375000 Penalty: 4460.123535
	Iteration 16Q: 3 clusters Score -1206698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1206855.750000 Penalty: 4460.123535
	Iteration 17Q: 3 clusters Score -1206856 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1207017.625000 Penalty: 4460.123535
	Iteration 18Q: 3 clusters Score -1207018 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1207179.875000 Penalty: 4460.123535
	Iteration 19Q: 3 clusters Score -1207180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1207302.375000 Penalty: 4460.123535
	Iteration 20F: 3 clusters Score -1207302 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1207422.000000 Penalty: 4460.123535
	Iteration 21Q: 3 clusters Score -1207422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1207522.000000 Penalty: 4460.123535
	Iteration 22Q: 3 clusters Score -1207522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1207628.250000 Penalty: 4460.123535
	Iteration 23Q: 3 clusters Score -1207628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1207705.000000 Penalty: 4460.123535
	Iteration 24Q: 3 clusters Score -1207705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1207750.125000 Penalty: 4460.123535
	Iteration 25Q: 3 clusters Score -1207750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1207792.625000 Penalty: 4460.123535
	Iteration 26Q: 3 clusters Score -1207793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1207832.875000 Penalty: 4460.123535
	Iteration 27Q: 3 clusters Score -1207833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1207862.625000 Penalty: 4460.123535
	Iteration 28Q: 3 clusters Score -1207863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1207875.375000 Penalty: 4460.123535
	Iteration 29Q: 3 clusters Score -1207875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1207877.875000 Penalty: 4460.123535
	Iteration 30Q: 3 clusters Score -1207878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1207882.375000 Penalty: 4460.123535
	Iteration 31Q: 3 clusters Score -1207882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1207890.750000 Penalty: 4460.123535
	Iteration 32Q: 3 clusters Score -1207891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1207895.875000 Penalty: 4460.123535
	Iteration 33Q: 3 clusters Score -1207896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1207904.000000 Penalty: 4460.123535
	Iteration 34Q: 3 clusters Score -1207904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1207907.375000 Penalty: 4460.123535
	Iteration 35Q: 3 clusters Score -1207907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1207908.250000 Penalty: 4460.123535
	Iteration 36Q: 3 clusters Score -1207908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1207908.500000 Penalty: 4460.123535
	Iteration 37Q: 3 clusters Score -1207908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1207911.750000 Penalty: 4460.123535
	Iteration 38Q: 3 clusters Score -1207912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1207915.125000 Penalty: 4460.123535
	Iteration 39Q: 3 clusters Score -1207915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1207918.625000 Penalty: 4460.123535
	Iteration 40F: 3 clusters Score -1207919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1940079.500000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1940080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1929942.125000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1929942 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1933209.875000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1933210 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1933724.500000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1933724 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1934228.250000 Penalty: 4727.758789
	Iteration 3F: 3 clusters Score -1934228 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1934710.875000 Penalty: 4727.758789
	Iteration 4F: 3 clusters Score -1934711 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1935274.250000 Penalty: 4727.758789
	Iteration 5F: 3 clusters Score -1935274 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1935754.375000 Penalty: 4727.758789
	Iteration 6F: 3 clusters Score -1935754 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1936266.000000 Penalty: 4727.758789
	Iteration 7F: 3 clusters Score -1936266 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1936705.375000 Penalty: 4727.758789
	Iteration 8F: 3 clusters Score -1936705 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1937040.125000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1937040 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1937316.000000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1937316 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1937532.000000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1937532 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1937660.875000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1937661 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1937750.125000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1937750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1937802.375000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1937802 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1937832.750000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1937833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1937848.500000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1937848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1937869.750000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1937870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1937881.875000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1937882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1937895.500000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1937896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1937900.875000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1937901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1937901.500000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1937902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1937900.250000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1937900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1937905.000000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1937905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1937904.125000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1937904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1937908.125000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1937908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1937907.250000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1937907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1937906.125000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1937906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1937910.750000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1937911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1937910.750000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1937911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1937910.750000 Penalty: 4727.758789
	Iteration 30F: 3 clusters Score -1937911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20579.753906 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20579.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20738.476562 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20738.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20870.447266 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -20870.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20952.275391 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20952.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21049.357422 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -21049.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21132.769531 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -21132.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21132.769531 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -21132.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Entering Unmasked Estep 
Score: -5477545.500000 Penalty: 2602.750488
	Iteration 0F: 2 clusters Score -5477546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -5452965.500000 Penalty: 5205.500977
	Iteration 0F: 3 clusters Score -5452966 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5462056.000000 Penalty: 5205.500977
	Iteration 1F: 3 clusters Score -5462056 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -5462752.000000 Penalty: 5205.500977
	Iteration 2Q: 3 clusters Score -5462752 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5463527.000000 Penalty: 5205.500977
	Iteration 3F: 3 clusters Score -5463527 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5464272.500000 Penalty: 5205.500977
	Iteration 4Q: 3 clusters Score -5464272 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5465295.000000 Penalty: 5205.500977
	Iteration 5F: 3 clusters Score -5465295 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5466340.000000 Penalty: 5205.500977
	Iteration 6F: 3 clusters Score -5466340 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5467386.500000 Penalty: 5205.500977
	Iteration 7F: 3 clusters Score -5467386 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5468218.000000 Penalty: 5205.500977
	Iteration 8F: 3 clusters Score -5468218 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5468912.000000 Penalty: 5205.500977
	Iteration 9Q: 3 clusters Score -5468912 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5469546.000000 Penalty: 5205.500977
	Iteration 10Q: 3 clusters Score -5469546 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5470110.500000 Penalty: 5205.500977
	Iteration 11Q: 3 clusters Score -5470110 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -5470765.000000 Penalty: 5205.500977
	Iteration 12Q: 3 clusters Score -5470765 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5471457.500000 Penalty: 5205.500977
	Iteration 13Q: 3 clusters Score -5471458 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -5472258.000000 Penalty: 5205.500977
	Iteration 14Q: 3 clusters Score -5472258 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5472944.500000 Penalty: 5205.500977
	Iteration 15Q: 3 clusters Score -5472944 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5473630.000000 Penalty: 5205.500977
	Iteration 16Q: 3 clusters Score -5473630 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -5474114.000000 Penalty: 5205.500977
	Iteration 17Q: 3 clusters Score -5474114 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -5474371.000000 Penalty: 5205.500977
	Iteration 18Q: 3 clusters Score -5474371 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -5474560.500000 Penalty: 5205.500977
	Iteration 19Q: 3 clusters Score -5474560 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5474737.000000 Penalty: 5205.500977
	Iteration 20F: 3 clusters Score -5474737 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5474868.500000 Penalty: 5205.500977
	Iteration 21Q: 3 clusters Score -5474868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -5474948.000000 Penalty: 5205.500977
	Iteration 22Q: 3 clusters Score -5474948 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -5475028.000000 Penalty: 5205.500977
	Iteration 23Q: 3 clusters Score -5475028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5475102.000000 Penalty: 5205.500977
	Iteration 24Q: 3 clusters Score -5475102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5475157.000000 Penalty: 5205.500977
	Iteration 25Q: 3 clusters Score -5475157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5475193.500000 Penalty: 5205.500977
	Iteration 26Q: 3 clusters Score -5475194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5475210.500000 Penalty: 5205.500977
	Iteration 27Q: 3 clusters Score -5475210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5475234.000000 Penalty: 5205.500977
	Iteration 28Q: 3 clusters Score -5475234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5475269.000000 Penalty: 5205.500977
	Iteration 29Q: 3 clusters Score -5475269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5475280.000000 Penalty: 5205.500977
	Iteration 30Q: 3 clusters Score -5475280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -5475306.000000 Penalty: 5205.500977
	Iteration 31Q: 3 clusters Score -5475306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -5475315.000000 Penalty: 5205.500977
	Iteration 32Q: 3 clusters Score -5475315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -5475337.500000 Penalty: 5205.500977
	Iteration 33Q: 3 clusters Score -5475338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -5475351.500000 Penalty: 5205.500977
	Iteration 34Q: 3 clusters Score -5475352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5475357.500000 Penalty: 5205.500977
	Iteration 35Q: 3 clusters Score -5475358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5475366.000000 Penalty: 5205.500977
	Iteration 36Q: 3 clusters Score -5475366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5475374.000000 Penalty: 5205.500977
	Iteration 37Q: 3 clusters Score -5475374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5475372.500000 Penalty: 5205.500977
	Iteration 38Q: 3 clusters Score -5475372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -5475370.500000 Penalty: 5205.500977
	Iteration 39Q: 3 clusters Score -5475370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -5475380.000000 Penalty: 5205.500977
	Iteration 40F: 3 clusters Score -5475380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5475377.500000 Penalty: 5205.500977
	Iteration 41Q: 3 clusters Score -5475378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -5475380.000000 Penalty: 5205.500977
	Iteration 42Q: 3 clusters Score -5475380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5475379.500000 Penalty: 5205.500977
	Iteration 43Q: 3 clusters Score -5475380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -5475380.500000 Penalty: 5205.500977
	Iteration 44Q: 3 clusters Score -5475380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5475381.000000 Penalty: 5205.500977
	Iteration 45Q: 3 clusters Score -5475381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5475382.000000 Penalty: 5205.500977
	Iteration 46Q: 3 clusters Score -5475382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5475382.000000 Penalty: 5205.500977
	Iteration 47F: 3 clusters Score -5475382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Entering Unmasked Estep 
Score: -2808205.750000 Penalty: 2449.926025
	Iteration 0F: 2 clusters Score -2808206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2794572.500000 Penalty: 4899.852051
	Iteration 0F: 3 clusters Score -2794572 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2799429.000000 Penalty: 4899.852051
	Iteration 1F: 3 clusters Score -2799429 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2800306.000000 Penalty: 4899.852051
	Iteration 2F: 3 clusters Score -2800306 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2801324.500000 Penalty: 4899.852051
	Iteration 3F: 3 clusters Score -2801324 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2802486.000000 Penalty: 4899.852051
	Iteration 4F: 3 clusters Score -2802486 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2803580.250000 Penalty: 4899.852051
	Iteration 5F: 3 clusters Score -2803580 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2804585.750000 Penalty: 4899.852051
	Iteration 6F: 3 clusters Score -2804586 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2805356.500000 Penalty: 4899.852051
	Iteration 7Q: 3 clusters Score -2805356 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2805847.500000 Penalty: 4899.852051
	Iteration 8Q: 3 clusters Score -2805848 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2806147.750000 Penalty: 4899.852051
	Iteration 9Q: 3 clusters Score -2806148 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2806347.250000 Penalty: 4899.852051
	Iteration 10Q: 3 clusters Score -2806347 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2806462.750000 Penalty: 4899.852051
	Iteration 11Q: 3 clusters Score -2806463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2806569.250000 Penalty: 4899.852051
	Iteration 12Q: 3 clusters Score -2806569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2806638.000000 Penalty: 4899.852051
	Iteration 13Q: 3 clusters Score -2806638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2806696.000000 Penalty: 4899.852051
	Iteration 14Q: 3 clusters Score -2806696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2806732.500000 Penalty: 4899.852051
	Iteration 15Q: 3 clusters Score -2806732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2806747.500000 Penalty: 4899.852051
	Iteration 16Q: 3 clusters Score -2806748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2806771.250000 Penalty: 4899.852051
	Iteration 17Q: 3 clusters Score -2806771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2806789.750000 Penalty: 4899.852051
	Iteration 18Q: 3 clusters Score -2806790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2806801.000000 Penalty: 4899.852051
	Iteration 19Q: 3 clusters Score -2806801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2806813.750000 Penalty: 4899.852051
	Iteration 20F: 3 clusters Score -2806814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2806823.750000 Penalty: 4899.852051
	Iteration 21Q: 3 clusters Score -2806824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2806833.500000 Penalty: 4899.852051
	Iteration 22Q: 3 clusters Score -2806834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2806842.000000 Penalty: 4899.852051
	Iteration 23Q: 3 clusters Score -2806842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2806846.000000 Penalty: 4899.852051
	Iteration 24Q: 3 clusters Score -2806846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2806852.000000 Penalty: 4899.852051
	Iteration 25Q: 3 clusters Score -2806852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2806866.500000 Penalty: 4899.852051
	Iteration 26Q: 3 clusters Score -2806866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2806877.000000 Penalty: 4899.852051
	Iteration 27Q: 3 clusters Score -2806877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2806885.000000 Penalty: 4899.852051
	Iteration 28Q: 3 clusters Score -2806885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2806888.250000 Penalty: 4899.852051
	Iteration 29Q: 3 clusters Score -2806888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2806893.000000 Penalty: 4899.852051
	Iteration 30Q: 3 clusters Score -2806893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2806900.750000 Penalty: 4899.852051
	Iteration 31Q: 3 clusters Score -2806901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2806905.000000 Penalty: 4899.852051
	Iteration 32Q: 3 clusters Score -2806905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2806914.750000 Penalty: 4899.852051
	Iteration 33Q: 3 clusters Score -2806915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2806921.250000 Penalty: 4899.852051
	Iteration 34Q: 3 clusters Score -2806921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2806921.500000 Penalty: 4899.852051
	Iteration 35Q: 3 clusters Score -2806922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2806926.250000 Penalty: 4899.852051
	Iteration 36Q: 3 clusters Score -2806926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2806929.750000 Penalty: 4899.852051
	Iteration 37Q: 3 clusters Score -2806930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2806924.250000 Penalty: 4899.852051
	Iteration 38Q: 3 clusters Score -2806924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2806928.000000 Penalty: 4899.852051
	Iteration 39Q: 3 clusters Score -2806928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2806932.000000 Penalty: 4899.852051
	Iteration 40F: 3 clusters Score -2806932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2806935.500000 Penalty: 4899.852051
	Iteration 41Q: 3 clusters Score -2806936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2806936.000000 Penalty: 4899.852051
	Iteration 42Q: 3 clusters Score -2806936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2806936.000000 Penalty: 4899.852051
	Iteration 43Q: 3 clusters Score -2806936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2806942.750000 Penalty: 4899.852051
	Iteration 44Q: 3 clusters Score -2806943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2806945.250000 Penalty: 4899.852051
	Iteration 45Q: 3 clusters Score -2806945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2806943.750000 Penalty: 4899.852051
	Iteration 46Q: 3 clusters Score -2806944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2806949.250000 Penalty: 4899.852051
	Iteration 47Q: 3 clusters Score -2806949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2806952.750000 Penalty: 4899.852051
	Iteration 48Q: 3 clusters Score -2806953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2806961.000000 Penalty: 4899.852051
	Iteration 49Q: 3 clusters Score -2806961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2806961.750000 Penalty: 4899.852051
	Iteration 50Q: 3 clusters Score -2806962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2806965.000000 Penalty: 4899.852051
	Iteration 51Q: 3 clusters Score -2806965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2806961.500000 Penalty: 4899.852051
	Iteration 52Q: 3 clusters Score -2806962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2806963.000000 Penalty: 4899.852051
	Iteration 53Q: 3 clusters Score -2806963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2806963.500000 Penalty: 4899.852051
	Iteration 54Q: 3 clusters Score -2806964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2806963.500000 Penalty: 4899.852051
	Iteration 55F: 3 clusters Score -2806964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -282792.156250 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -282792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -280248.187500 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -280248.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -280652.750000 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -280652.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -280773.375000 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -280773.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -280829.093750 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -280829.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -280869.531250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -280869.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -280904.218750 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -280904.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280938.437500 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -280938.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -280963.062500 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -280963.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280987.625000 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -280987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -280997.656250 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -280997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -281008.343750 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -281008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -281017.968750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -281018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -281025.937500 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -281025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -281033.906250 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -281033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -281041.031250 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -281041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -281051.781250 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -281051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -281056.468750 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -281056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281058.312500 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -281058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -281061.062500 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -281061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -281062.812500 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -281062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -281063.687500 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -281063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -281065.437500 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -281065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -281066.531250 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -281066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -281069.718750 Penalty: 3729.229248
	Iteration 23Q: 3 clusters Score -281069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -281070.875000 Penalty: 3729.229248
	Iteration 24Q: 3 clusters Score -281070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -281070.875000 Penalty: 3729.229248
	Iteration 25F: 3 clusters Score -281070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -126772.679688 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -126772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124921.046875 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -124921 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125291.289062 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -125291.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125483.000000 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -125483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125632.468750 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -125632.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125775.304688 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -125775.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -125864.945312 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -125864.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125913.726562 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -125913.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -125957.156250 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -125957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125979.656250 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -125979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -125987.750000 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -125987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -125992.875000 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -125992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125997.250000 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -125997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125999.882812 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -125999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -126000.312500 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -126000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -126000.312500 Penalty: 3391.848877
	Iteration 14F: 3 clusters Score -126000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 410 members 
Entering Unmasked Estep 
Score: -104883.593750 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104883.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105238.664062 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105238.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105365.648438 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105365.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105465.617188 Penalty: 3321.116211
	Iteration 3Q: 3 clusters Score -105465.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105538.015625 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -105538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105593.734375 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -105593.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105680.156250 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -105680.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105834.054688 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -105834.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105968.132812 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -105968.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106017.804688 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106059.851562 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -106059.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106098.125000 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -106098.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106142.070312 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -106142.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106173.359375 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -106173.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -106213.773438 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -106213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106250.492188 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -106250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106266.539062 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -106266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -106277.734375 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -106277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106282.632812 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -106282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106286.937500 Penalty: 3321.116211
	Iteration 19Q: 3 clusters Score -106286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106290.070312 Penalty: 3321.116211
	Iteration 20F: 3 clusters Score -106290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106292.468750 Penalty: 3321.116211
	Iteration 21Q: 3 clusters Score -106292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -106292.468750 Penalty: 3321.116211
	Iteration 22F: 3 clusters Score -106292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -1273160.250000 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -1273160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1266496.875000 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -1266497 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1268337.375000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -1268337 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1268621.250000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -1268621 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1268828.625000 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -1268829 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1269011.000000 Penalty: 4482.675293
	Iteration 4Q: 3 clusters Score -1269011 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1269176.375000 Penalty: 4482.675293
	Iteration 5Q: 3 clusters Score -1269176 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1269326.625000 Penalty: 4482.675293
	Iteration 6Q: 3 clusters Score -1269327 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1269472.625000 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -1269473 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1269624.750000 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -1269625 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1269782.750000 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -1269783 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1269972.250000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -1269972 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1270172.750000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -1270173 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1270400.375000 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -1270400 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1270600.375000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -1270600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1270794.750000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -1270795 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1270956.500000 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -1270956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1271110.250000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -1271110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1271200.250000 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -1271200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1271253.250000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -1271253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1271294.625000 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -1271295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1271336.125000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -1271336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1271367.500000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -1271368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1271381.375000 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -1271381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1271389.625000 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -1271390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1271393.500000 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -1271394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1271395.125000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -1271395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1271394.000000 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -1271394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1271396.250000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -1271396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1271402.125000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -1271402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1271400.750000 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -1271401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1271402.000000 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -1271402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1271402.875000 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -1271403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1271402.500000 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -1271402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1271402.500000 Penalty: 4482.675293
	Iteration 33F: 3 clusters Score -1271402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -2401665.000000 Penalty: 2397.166016
	Iteration 0F: 2 clusters Score -2401665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2390242.750000 Penalty: 4794.332031
	Iteration 0F: 3 clusters Score -2390243 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2393964.500000 Penalty: 4794.332031
	Iteration 1F: 3 clusters Score -2393964 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2394371.250000 Penalty: 4794.332031
	Iteration 2F: 3 clusters Score -2394371 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2394805.250000 Penalty: 4794.332031
	Iteration 3F: 3 clusters Score -2394805 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2395248.500000 Penalty: 4794.332031
	Iteration 4F: 3 clusters Score -2395248 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2395762.750000 Penalty: 4794.332031
	Iteration 5F: 3 clusters Score -2395763 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2396335.500000 Penalty: 4794.332031
	Iteration 6F: 3 clusters Score -2396336 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2396985.500000 Penalty: 4794.332031
	Iteration 7F: 3 clusters Score -2396986 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2397750.750000 Penalty: 4794.332031
	Iteration 8F: 3 clusters Score -2397751 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2398627.750000 Penalty: 4794.332031
	Iteration 9F: 3 clusters Score -2398628 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2399472.750000 Penalty: 4794.332031
	Iteration 10F: 3 clusters Score -2399473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2400197.000000 Penalty: 4794.332031
	Iteration 11Q: 3 clusters Score -2400197 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2400659.500000 Penalty: 4794.332031
	Iteration 12Q: 3 clusters Score -2400660 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2400913.000000 Penalty: 4794.332031
	Iteration 13Q: 3 clusters Score -2400913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2401022.750000 Penalty: 4794.332031
	Iteration 14Q: 3 clusters Score -2401023 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2401069.500000 Penalty: 4794.332031
	Iteration 15Q: 3 clusters Score -2401070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2401091.500000 Penalty: 4794.332031
	Iteration 16Q: 3 clusters Score -2401092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2401103.750000 Penalty: 4794.332031
	Iteration 17Q: 3 clusters Score -2401104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2401122.750000 Penalty: 4794.332031
	Iteration 18Q: 3 clusters Score -2401123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2401143.500000 Penalty: 4794.332031
	Iteration 19Q: 3 clusters Score -2401144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2401153.000000 Penalty: 4794.332031
	Iteration 20F: 3 clusters Score -2401153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2401157.000000 Penalty: 4794.332031
	Iteration 21Q: 3 clusters Score -2401157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2401170.000000 Penalty: 4794.332031
	Iteration 22Q: 3 clusters Score -2401170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2401173.000000 Penalty: 4794.332031
	Iteration 23Q: 3 clusters Score -2401173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2401177.250000 Penalty: 4794.332031
	Iteration 24Q: 3 clusters Score -2401177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2401181.500000 Penalty: 4794.332031
	Iteration 25Q: 3 clusters Score -2401182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2401182.500000 Penalty: 4794.332031
	Iteration 26Q: 3 clusters Score -2401182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2401184.500000 Penalty: 4794.332031
	Iteration 27Q: 3 clusters Score -2401184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2401184.500000 Penalty: 4794.332031
	Iteration 28Q: 3 clusters Score -2401184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2401186.750000 Penalty: 4794.332031
	Iteration 29Q: 3 clusters Score -2401187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2401187.250000 Penalty: 4794.332031
	Iteration 30Q: 3 clusters Score -2401187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2401185.750000 Penalty: 4794.332031
	Iteration 31Q: 3 clusters Score -2401186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2401188.750000 Penalty: 4794.332031
	Iteration 32Q: 3 clusters Score -2401189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2401189.000000 Penalty: 4794.332031
	Iteration 33Q: 3 clusters Score -2401189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2401188.500000 Penalty: 4794.332031
	Iteration 34Q: 3 clusters Score -2401188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2401189.000000 Penalty: 4794.332031
	Iteration 35Q: 3 clusters Score -2401189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2401188.500000 Penalty: 4794.332031
	Iteration 36Q: 3 clusters Score -2401188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2401188.500000 Penalty: 4794.332031
	Iteration 37F: 3 clusters Score -2401188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (115810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Entering Unmasked Estep 
Score: -17820856.000000 Penalty: 2891.607178
	Iteration 0F: 2 clusters Score -1.782086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -17747114.000000 Penalty: 5783.214355
	Iteration 0F: 3 clusters Score -1.774711e+07 nChanged 55191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -17779518.000000 Penalty: 5783.214355
	Iteration 1F: 3 clusters Score -1.777952e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -17780910.000000 Penalty: 5783.214355
	Iteration 2Q: 3 clusters Score -1.778091e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -17782462.000000 Penalty: 5783.214355
	Iteration 3Q: 3 clusters Score -1.778246e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -17784572.000000 Penalty: 5783.214355
	Iteration 4Q: 3 clusters Score -1.778457e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -17787148.000000 Penalty: 5783.214355
	Iteration 5Q: 3 clusters Score -1.778715e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -17790358.000000 Penalty: 5783.214355
	Iteration 6F: 3 clusters Score -1.779036e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -17793896.000000 Penalty: 5783.214355
	Iteration 7F: 3 clusters Score -1.77939e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -17798026.000000 Penalty: 5783.214355
	Iteration 8F: 3 clusters Score -1.779803e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -17801666.000000 Penalty: 5783.214355
	Iteration 9F: 3 clusters Score -1.780167e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -17805068.000000 Penalty: 5783.214355
	Iteration 10Q: 3 clusters Score -1.780507e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84130 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -17807452.000000 Penalty: 5783.214355
	Iteration 11Q: 3 clusters Score -1.780745e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -17808850.000000 Penalty: 5783.214355
	Iteration 12Q: 3 clusters Score -1.780885e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -17809680.000000 Penalty: 5783.214355
	Iteration 13Q: 3 clusters Score -1.780968e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -17810230.000000 Penalty: 5783.214355
	Iteration 14Q: 3 clusters Score -1.781023e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -17810788.000000 Penalty: 5783.214355
	Iteration 15Q: 3 clusters Score -1.781079e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -17811266.000000 Penalty: 5783.214355
	Iteration 16Q: 3 clusters Score -1.781127e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94355 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -17811876.000000 Penalty: 5783.214355
	Iteration 17Q: 3 clusters Score -1.781188e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -17812488.000000 Penalty: 5783.214355
	Iteration 18Q: 3 clusters Score -1.781249e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -17813146.000000 Penalty: 5783.214355
	Iteration 19Q: 3 clusters Score -1.781315e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -17813758.000000 Penalty: 5783.214355
	Iteration 20F: 3 clusters Score -1.781376e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -17814342.000000 Penalty: 5783.214355
	Iteration 21Q: 3 clusters Score -1.781434e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -17814890.000000 Penalty: 5783.214355
	Iteration 22Q: 3 clusters Score -1.781489e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -17815358.000000 Penalty: 5783.214355
	Iteration 23Q: 3 clusters Score -1.781536e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -17815800.000000 Penalty: 5783.214355
	Iteration 24Q: 3 clusters Score -1.78158e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -17816090.000000 Penalty: 5783.214355
	Iteration 25Q: 3 clusters Score -1.781609e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -17816474.000000 Penalty: 5783.214355
	Iteration 26Q: 3 clusters Score -1.781647e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -17816796.000000 Penalty: 5783.214355
	Iteration 27Q: 3 clusters Score -1.78168e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -17817086.000000 Penalty: 5783.214355
	Iteration 28Q: 3 clusters Score -1.781709e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -17817266.000000 Penalty: 5783.214355
	Iteration 29Q: 3 clusters Score -1.781727e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -17817494.000000 Penalty: 5783.214355
	Iteration 30Q: 3 clusters Score -1.781749e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111782 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -17817762.000000 Penalty: 5783.214355
	Iteration 31Q: 3 clusters Score -1.781776e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -17817912.000000 Penalty: 5783.214355
	Iteration 32Q: 3 clusters Score -1.781791e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -17818068.000000 Penalty: 5783.214355
	Iteration 33Q: 3 clusters Score -1.781807e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -17818148.000000 Penalty: 5783.214355
	Iteration 34Q: 3 clusters Score -1.781815e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113282 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -17818228.000000 Penalty: 5783.214355
	Iteration 35Q: 3 clusters Score -1.781823e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -17818290.000000 Penalty: 5783.214355
	Iteration 36Q: 3 clusters Score -1.781829e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17818308.000000 Penalty: 5783.214355
	Iteration 37Q: 3 clusters Score -1.781831e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -17818356.000000 Penalty: 5783.214355
	Iteration 38Q: 3 clusters Score -1.781836e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -17818396.000000 Penalty: 5783.214355
	Iteration 39Q: 3 clusters Score -1.78184e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -17818396.000000 Penalty: 5783.214355
	Iteration 40F: 3 clusters Score -1.78184e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17818428.000000 Penalty: 5783.214355
	Iteration 41Q: 3 clusters Score -1.781843e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17818482.000000 Penalty: 5783.214355
	Iteration 42Q: 3 clusters Score -1.781848e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -17818486.000000 Penalty: 5783.214355
	Iteration 43Q: 3 clusters Score -1.781849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -17818478.000000 Penalty: 5783.214355
	Iteration 44Q: 3 clusters Score -1.781848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -17818480.000000 Penalty: 5783.214355
	Iteration 45Q: 3 clusters Score -1.781848e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -17818480.000000 Penalty: 5783.214355
	Iteration 46Q: 3 clusters Score -1.781848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -17818500.000000 Penalty: 5783.214355
	Iteration 47Q: 3 clusters Score -1.78185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17818512.000000 Penalty: 5783.214355
	Iteration 48Q: 3 clusters Score -1.781851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17818514.000000 Penalty: 5783.214355
	Iteration 49Q: 3 clusters Score -1.781851e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17818522.000000 Penalty: 5783.214355
	Iteration 50Q: 3 clusters Score -1.781852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114532 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17818522.000000 Penalty: 5783.214355
	Iteration 51Q: 3 clusters Score -1.781852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17818502.000000 Penalty: 5783.214355
	Iteration 52Q: 3 clusters Score -1.78185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114558 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -17818524.000000 Penalty: 5783.214355
	Iteration 53Q: 3 clusters Score -1.781852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -17818528.000000 Penalty: 5783.214355
	Iteration 54Q: 3 clusters Score -1.781853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114598 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17818526.000000 Penalty: 5783.214355
	Iteration 55Q: 3 clusters Score -1.781853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17818524.000000 Penalty: 5783.214355
	Iteration 56Q: 3 clusters Score -1.781852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17818546.000000 Penalty: 5783.214355
	Iteration 57Q: 3 clusters Score -1.781855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -17818548.000000 Penalty: 5783.214355
	Iteration 58Q: 3 clusters Score -1.781855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -17818546.000000 Penalty: 5783.214355
	Iteration 59Q: 3 clusters Score -1.781855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114681 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -17818560.000000 Penalty: 5783.214355
	Iteration 60F: 3 clusters Score -1.781856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114690 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -17818574.000000 Penalty: 5783.214355
	Iteration 61Q: 3 clusters Score -1.781857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114701 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -17818570.000000 Penalty: 5783.214355
	Iteration 62Q: 3 clusters Score -1.781857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17818566.000000 Penalty: 5783.214355
	Iteration 63Q: 3 clusters Score -1.781857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -17818560.000000 Penalty: 5783.214355
	Iteration 64Q: 3 clusters Score -1.781856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17818560.000000 Penalty: 5783.214355
	Iteration 65Q: 3 clusters Score -1.781856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17818552.000000 Penalty: 5783.214355
	Iteration 66Q: 3 clusters Score -1.781855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17818552.000000 Penalty: 5783.214355
	Iteration 67F: 3 clusters Score -1.781855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -321897.468750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -321897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -319005.718750 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -319005.7 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -319594.468750 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -319594.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -319730.562500 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -319730.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319812.375000 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -319812.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -319880.656250 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -319880.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319936.531250 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -319936.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -319985.000000 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -319985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -320049.312500 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -320049.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -320105.437500 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -320105.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -320173.125000 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -320173.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -320251.437500 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -320251.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -320339.187500 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -320339.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -320436.281250 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -320436.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -320540.937500 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -320540.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320642.406250 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -320642.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -320732.406250 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -320732.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -320810.218750 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -320810.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -320861.968750 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -320862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -320890.843750 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -320890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320910.062500 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -320910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -320920.000000 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -320920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -320938.781250 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -320938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -320963.625000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -320963.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -320979.468750 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -320979.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -320989.062500 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -320989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -321005.750000 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -321005.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -321020.281250 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -321020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -321026.062500 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -321026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -321028.281250 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -321028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -321032.250000 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -321032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -321034.250000 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -321034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -321034.843750 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -321034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -321034.843750 Penalty: 3884.482178
	Iteration 32F: 3 clusters Score -321034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -290870.906250 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -290870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -288267.781250 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -288267.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -288769.406250 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -288769.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -288912.593750 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -288912.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289045.593750 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -289045.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -289181.218750 Penalty: 3767.312256
	Iteration 4F: 3 clusters Score -289181.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -289272.656250 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -289272.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -289334.531250 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -289334.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -289373.562500 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -289373.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -289413.031250 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -289413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -289453.593750 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -289453.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -289486.593750 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -289486.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -289505.031250 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -289505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289526.000000 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -289526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -289536.875000 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -289536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -289545.656250 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -289545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -289554.281250 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -289554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -289565.093750 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -289565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -289576.312500 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -289576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -289581.562500 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -289581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -289588.281250 Penalty: 3767.312256
	Iteration 19Q: 3 clusters Score -289588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -289593.843750 Penalty: 3767.312256
	Iteration 20F: 3 clusters Score -289593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -289597.156250 Penalty: 3767.312256
	Iteration 21Q: 3 clusters Score -289597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -289601.656250 Penalty: 3767.312256
	Iteration 22Q: 3 clusters Score -289601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -289605.437500 Penalty: 3767.312256
	Iteration 23Q: 3 clusters Score -289605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -289607.812500 Penalty: 3767.312256
	Iteration 24Q: 3 clusters Score -289607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -289611.625000 Penalty: 3767.312256
	Iteration 25Q: 3 clusters Score -289611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -289616.281250 Penalty: 3767.312256
	Iteration 26Q: 3 clusters Score -289616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -289618.500000 Penalty: 3767.312256
	Iteration 27Q: 3 clusters Score -289618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -289623.031250 Penalty: 3767.312256
	Iteration 28Q: 3 clusters Score -289623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -289627.312500 Penalty: 3767.312256
	Iteration 29Q: 3 clusters Score -289627.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -289633.562500 Penalty: 3767.312256
	Iteration 30Q: 3 clusters Score -289633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -289636.781250 Penalty: 3767.312256
	Iteration 31Q: 3 clusters Score -289636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -289638.281250 Penalty: 3767.312256
	Iteration 32Q: 3 clusters Score -289638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -289638.281250 Penalty: 3767.312256
	Iteration 33F: 3 clusters Score -289638.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -642067.250000 Penalty: 2089.528076
	Iteration 0F: 2 clusters Score -642067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -637834.750000 Penalty: 4179.056152
	Iteration 0F: 3 clusters Score -637834.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -638941.687500 Penalty: 4179.056152
	Iteration 1F: 3 clusters Score -638941.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -639207.500000 Penalty: 4179.056152
	Iteration 2F: 3 clusters Score -639207.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -639400.750000 Penalty: 4179.056152
	Iteration 3F: 3 clusters Score -639400.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -639574.250000 Penalty: 4179.056152
	Iteration 4Q: 3 clusters Score -639574.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -639702.812500 Penalty: 4179.056152
	Iteration 5Q: 3 clusters Score -639702.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -639797.250000 Penalty: 4179.056152
	Iteration 6Q: 3 clusters Score -639797.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -639866.625000 Penalty: 4179.056152
	Iteration 7Q: 3 clusters Score -639866.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -639925.562500 Penalty: 4179.056152
	Iteration 8Q: 3 clusters Score -639925.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -639975.062500 Penalty: 4179.056152
	Iteration 9Q: 3 clusters Score -639975.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -640011.500000 Penalty: 4179.056152
	Iteration 10Q: 3 clusters Score -640011.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -640048.125000 Penalty: 4179.056152
	Iteration 11Q: 3 clusters Score -640048.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -640084.250000 Penalty: 4179.056152
	Iteration 12Q: 3 clusters Score -640084.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -640122.000000 Penalty: 4179.056152
	Iteration 13Q: 3 clusters Score -640122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -640157.687500 Penalty: 4179.056152
	Iteration 14Q: 3 clusters Score -640157.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -640195.812500 Penalty: 4179.056152
	Iteration 15Q: 3 clusters Score -640195.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -640227.500000 Penalty: 4179.056152
	Iteration 16Q: 3 clusters Score -640227.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -640255.375000 Penalty: 4179.056152
	Iteration 17Q: 3 clusters Score -640255.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -640285.750000 Penalty: 4179.056152
	Iteration 18Q: 3 clusters Score -640285.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -640320.062500 Penalty: 4179.056152
	Iteration 19Q: 3 clusters Score -640320.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -640355.312500 Penalty: 4179.056152
	Iteration 20F: 3 clusters Score -640355.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -640386.312500 Penalty: 4179.056152
	Iteration 21Q: 3 clusters Score -640386.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -640418.875000 Penalty: 4179.056152
	Iteration 22Q: 3 clusters Score -640418.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -640452.500000 Penalty: 4179.056152
	Iteration 23Q: 3 clusters Score -640452.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -640489.687500 Penalty: 4179.056152
	Iteration 24Q: 3 clusters Score -640489.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -640523.812500 Penalty: 4179.056152
	Iteration 25Q: 3 clusters Score -640523.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -640561.000000 Penalty: 4179.056152
	Iteration 26Q: 3 clusters Score -640561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -640592.062500 Penalty: 4179.056152
	Iteration 27Q: 3 clusters Score -640592.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -640621.062500 Penalty: 4179.056152
	Iteration 28Q: 3 clusters Score -640621.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -640649.375000 Penalty: 4179.056152
	Iteration 29Q: 3 clusters Score -640649.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -640673.500000 Penalty: 4179.056152
	Iteration 30Q: 3 clusters Score -640673.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -640694.437500 Penalty: 4179.056152
	Iteration 31Q: 3 clusters Score -640694.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -640715.562500 Penalty: 4179.056152
	Iteration 32Q: 3 clusters Score -640715.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -640743.000000 Penalty: 4179.056152
	Iteration 33Q: 3 clusters Score -640743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -640771.687500 Penalty: 4179.056152
	Iteration 34Q: 3 clusters Score -640771.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -640802.125000 Penalty: 4179.056152
	Iteration 35Q: 3 clusters Score -640802.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -640839.125000 Penalty: 4179.056152
	Iteration 36Q: 3 clusters Score -640839.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -640857.687500 Penalty: 4179.056152
	Iteration 37Q: 3 clusters Score -640857.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -640878.562500 Penalty: 4179.056152
	Iteration 38Q: 3 clusters Score -640878.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -640898.437500 Penalty: 4179.056152
	Iteration 39Q: 3 clusters Score -640898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -640911.187500 Penalty: 4179.056152
	Iteration 40F: 3 clusters Score -640911.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -640919.625000 Penalty: 4179.056152
	Iteration 41Q: 3 clusters Score -640919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -640924.875000 Penalty: 4179.056152
	Iteration 42Q: 3 clusters Score -640924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -640930.375000 Penalty: 4179.056152
	Iteration 43Q: 3 clusters Score -640930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -640936.125000 Penalty: 4179.056152
	Iteration 44Q: 3 clusters Score -640936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -640943.937500 Penalty: 4179.056152
	Iteration 45Q: 3 clusters Score -640943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -640949.375000 Penalty: 4179.056152
	Iteration 46Q: 3 clusters Score -640949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -640954.812500 Penalty: 4179.056152
	Iteration 47Q: 3 clusters Score -640954.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -640959.687500 Penalty: 4179.056152
	Iteration 48Q: 3 clusters Score -640959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -640964.937500 Penalty: 4179.056152
	Iteration 49Q: 3 clusters Score -640964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -640972.437500 Penalty: 4179.056152
	Iteration 50Q: 3 clusters Score -640972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -640976.562500 Penalty: 4179.056152
	Iteration 51Q: 3 clusters Score -640976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -640979.000000 Penalty: 4179.056152
	Iteration 52Q: 3 clusters Score -640979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -640980.750000 Penalty: 4179.056152
	Iteration 53Q: 3 clusters Score -640980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -640981.250000 Penalty: 4179.056152
	Iteration 54Q: 3 clusters Score -640981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -640983.875000 Penalty: 4179.056152
	Iteration 55Q: 3 clusters Score -640983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -640984.375000 Penalty: 4179.056152
	Iteration 56Q: 3 clusters Score -640984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -640985.375000 Penalty: 4179.056152
	Iteration 57Q: 3 clusters Score -640985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -640987.750000 Penalty: 4179.056152
	Iteration 58Q: 3 clusters Score -640987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -640991.375000 Penalty: 4179.056152
	Iteration 59Q: 3 clusters Score -640991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -640992.125000 Penalty: 4179.056152
	Iteration 60F: 3 clusters Score -640992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -640992.000000 Penalty: 4179.056152
	Iteration 61Q: 3 clusters Score -640992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -640994.687500 Penalty: 4179.056152
	Iteration 62Q: 3 clusters Score -640994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -640997.812500 Penalty: 4179.056152
	Iteration 63Q: 3 clusters Score -640997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -641002.250000 Penalty: 4179.056152
	Iteration 64Q: 3 clusters Score -641002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -641005.437500 Penalty: 4179.056152
	Iteration 65Q: 3 clusters Score -641005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -641010.187500 Penalty: 4179.056152
	Iteration 66Q: 3 clusters Score -641010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -641019.812500 Penalty: 4179.056152
	Iteration 67Q: 3 clusters Score -641019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -641026.250000 Penalty: 4179.056152
	Iteration 68Q: 3 clusters Score -641026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -641032.437500 Penalty: 4179.056152
	Iteration 69Q: 3 clusters Score -641032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -641041.062500 Penalty: 4179.056152
	Iteration 70Q: 3 clusters Score -641041.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -641047.750000 Penalty: 4179.056152
	Iteration 71Q: 3 clusters Score -641047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -641056.812500 Penalty: 4179.056152
	Iteration 72Q: 3 clusters Score -641056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -641064.500000 Penalty: 4179.056152
	Iteration 73Q: 3 clusters Score -641064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -641066.062500 Penalty: 4179.056152
	Iteration 74Q: 3 clusters Score -641066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -641068.312500 Penalty: 4179.056152
	Iteration 75Q: 3 clusters Score -641068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -641070.000000 Penalty: 4179.056152
	Iteration 76Q: 3 clusters Score -641070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -641070.875000 Penalty: 4179.056152
	Iteration 77Q: 3 clusters Score -641070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -641070.500000 Penalty: 4179.056152
	Iteration 78Q: 3 clusters Score -641070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -641071.625000 Penalty: 4179.056152
	Iteration 79Q: 3 clusters Score -641071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -641071.625000 Penalty: 4179.056152
	Iteration 80F: 3 clusters Score -641071.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20751.722656 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20751.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19911.535156 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19911.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20043.787109 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -20043.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20119.363281 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -20119.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -20135.033203 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -20135.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20144.302734 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -20144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -20144.302734 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -20144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66338.359375 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66338.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66525.734375 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66525.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66613.859375 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66613.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66670.625000 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -66670.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66717.507812 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -66717.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66751.226562 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -66751.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66780.023438 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -66780.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66791.804688 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -66791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66804.343750 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -66804.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66818.398438 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -66818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66856.359375 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -66856.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66928.257812 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -66928.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66984.414062 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -66984.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66996.984375 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -66996.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67010.601562 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -67010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67026.523438 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -67026.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67049.382812 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -67049.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67065.804688 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -67065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67075.039062 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -67075.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67081.250000 Penalty: 3099.029297
	Iteration 19Q: 3 clusters Score -67081.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67082.500000 Penalty: 3099.029297
	Iteration 20F: 3 clusters Score -67082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8267.476562 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8267.477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8330.112305 Penalty: 2269.056641
	Iteration 1F: 3 clusters Score -8330.112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58867.308594 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58867.31 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59021.828125 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59021.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59071.843750 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59071.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59097.062500 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59097.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59099.171875 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59099.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59099.171875 Penalty: 3013.371582
	Iteration 5F: 3 clusters Score -59099.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -93696.671875 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -93696.67 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 407 members 
Entering Unmasked Estep 
Score: -91995.921875 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -91995.92 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -92479.914062 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -92479.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92639.890625 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -92639.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92814.156250 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -92814.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93016.648438 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -93016.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93146.546875 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -93146.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93259.757812 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -93259.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93405.710938 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -93405.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -93510.375000 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -93510.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93566.304688 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -93566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93598.445312 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -93598.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93621.585938 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -93621.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93641.593750 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -93641.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93650.304688 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -93650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93652.906250 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -93652.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93664.375000 Penalty: 3324.172363
	Iteration 15F: 3 clusters Score -93664.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93685.640625 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -93685.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93689.398438 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -93689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93691.351562 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -93691.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93695.976562 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -93695.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93695.976562 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -93695.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36221 members 
Mstep: Class 11 contains 170059 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107256 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15772 members 
Mstep: Class 30 contains 115810 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173576.000000 Penalty: 126803.226562
Iteration 439Q: 39 clusters Score -1.041736e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36215 members 
Mstep: Class 11 contains 170073 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107258 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115808 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173504.000000 Penalty: 126803.226562
Iteration 440F: 39 clusters Score -1.041735e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36213 members 
Mstep: Class 11 contains 170082 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107252 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115809 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173584.000000 Penalty: 126803.226562
Iteration 441Q: 39 clusters Score -1.041736e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36209 members 
Mstep: Class 11 contains 170098 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107240 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115811 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173608.000000 Penalty: 126803.226562
Iteration 442Q: 39 clusters Score -1.041736e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36204 members 
Mstep: Class 11 contains 170118 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107236 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115801 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 126803.226562
Iteration 443Q: 39 clusters Score -1.041737e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25445 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36197 members 
Mstep: Class 11 contains 170140 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107229 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36133 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15770 members 
Mstep: Class 30 contains 115790 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 126803.226562
Iteration 444Q: 39 clusters Score -1.041737e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25446 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36194 members 
Mstep: Class 11 contains 170161 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107225 members 
Mstep: Class 18 contains 3216 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115777 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 445Q: 39 clusters Score -1.041737e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15502 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36193 members 
Mstep: Class 11 contains 170178 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107222 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115762 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 446Q: 39 clusters Score -1.041737e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15503 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36191 members 
Mstep: Class 11 contains 170180 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107231 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115754 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173664.000000 Penalty: 126803.226562
Iteration 447Q: 39 clusters Score -1.041737e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 15504 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36190 members 
Mstep: Class 11 contains 170191 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107233 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115741 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173664.000000 Penalty: 126803.226562
Iteration 448Q: 39 clusters Score -1.041737e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36186 members 
Mstep: Class 11 contains 170202 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107230 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115733 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173648.000000 Penalty: 126803.226562
Iteration 449Q: 39 clusters Score -1.041736e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 15504 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36185 members 
Mstep: Class 11 contains 170205 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107233 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19511 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115728 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173648.000000 Penalty: 126803.226562
Iteration 450Q: 39 clusters Score -1.041736e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36183 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107234 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115725 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173640.000000 Penalty: 126803.226562
Iteration 451Q: 39 clusters Score -1.041736e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36181 members 
Mstep: Class 11 contains 170213 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107237 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8040 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115719 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 126803.226562
Iteration 452Q: 39 clusters Score -1.041737e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15507 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 170210 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107238 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115723 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 453Q: 39 clusters Score -1.041737e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 170211 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115726 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173696.000000 Penalty: 126803.226562
Iteration 454Q: 39 clusters Score -1.041737e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25448 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 2823 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36175 members 
Mstep: Class 11 contains 170212 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107235 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115731 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 455Q: 39 clusters Score -1.041737e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15506 members 
Mstep: Class 8 contains 2824 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36171 members 
Mstep: Class 11 contains 170219 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4774 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107232 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115727 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 456Q: 39 clusters Score -1.041737e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15508 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36168 members 
Mstep: Class 11 contains 170226 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107225 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115726 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173776.000000 Penalty: 126803.226562
Iteration 457Q: 39 clusters Score -1.041738e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36167 members 
Mstep: Class 11 contains 170234 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107221 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115723 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 458Q: 39 clusters Score -1.041737e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170242 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3222 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115719 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173736.000000 Penalty: 126803.226562
Iteration 459Q: 39 clusters Score -1.041737e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170241 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107220 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115717 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173744.000000 Penalty: 126803.226562
Iteration 460F: 39 clusters Score -1.041737e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170243 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107221 members 
Mstep: Class 18 contains 3225 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115712 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 461Q: 39 clusters Score -1.041737e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15511 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36163 members 
Mstep: Class 11 contains 170244 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40583 members 
Mstep: Class 17 contains 107227 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115704 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 462Q: 39 clusters Score -1.041737e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15511 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36163 members 
Mstep: Class 11 contains 170242 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107227 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115706 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173728.000000 Penalty: 126803.226562
Iteration 463Q: 39 clusters Score -1.041737e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170245 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115711 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 464Q: 39 clusters Score -1.041737e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170246 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107217 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115709 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173672.000000 Penalty: 126803.226562
Iteration 465Q: 39 clusters Score -1.041737e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170250 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107219 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115703 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173672.000000 Penalty: 126803.226562
Iteration 466Q: 39 clusters Score -1.041737e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170254 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107221 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115697 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 467Q: 39 clusters Score -1.041737e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15511 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170259 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15767 members 
Mstep: Class 30 contains 115694 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173800.000000 Penalty: 126803.226562
Iteration 468Q: 39 clusters Score -1.041738e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170262 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107216 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115692 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173800.000000 Penalty: 126803.226562
Iteration 469Q: 39 clusters Score -1.041738e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170265 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107215 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8036 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115690 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173736.000000 Penalty: 126803.226562
Iteration 470Q: 39 clusters Score -1.041737e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170269 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115688 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 471Q: 39 clusters Score -1.041737e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170271 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107211 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115691 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173776.000000 Penalty: 126803.226562
Iteration 472Q: 39 clusters Score -1.041738e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170271 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 107208 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115694 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 473Q: 39 clusters Score -1.041737e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170269 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107210 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115694 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 474Q: 39 clusters Score -1.041737e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170268 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115691 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173728.000000 Penalty: 126803.226562
Iteration 475Q: 39 clusters Score -1.041737e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170269 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115690 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173736.000000 Penalty: 126803.226562
Iteration 476Q: 39 clusters Score -1.041737e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170268 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115691 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173728.000000 Penalty: 126803.226562
Iteration 477Q: 39 clusters Score -1.041737e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170266 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115694 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 478Q: 39 clusters Score -1.041737e+08 nChanged 3
Entering ConstructFrom: 
Score: -104173720.000000 Penalty: 126803.226562
Entering ConstructFrom: 
Trying to split cluster 1 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -2322416.250000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -2322416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2311325.750000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -2311326 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2315149.000000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -2315149 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2315929.250000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -2315929 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2316511.750000 Penalty: 4782.009766
	Iteration 3F: 3 clusters Score -2316512 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2316995.250000 Penalty: 4782.009766
	Iteration 4F: 3 clusters Score -2316995 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2317433.250000 Penalty: 4782.009766
	Iteration 5F: 3 clusters Score -2317433 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2317907.500000 Penalty: 4782.009766
	Iteration 6F: 3 clusters Score -2317908 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2318373.250000 Penalty: 4782.009766
	Iteration 7F: 3 clusters Score -2318373 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2318861.750000 Penalty: 4782.009766
	Iteration 8F: 3 clusters Score -2318862 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2319340.750000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -2319341 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2319820.500000 Penalty: 4782.009766
	Iteration 10Q: 3 clusters Score -2319820 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2320287.500000 Penalty: 4782.009766
	Iteration 11Q: 3 clusters Score -2320288 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2320677.000000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -2320677 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2321001.500000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -2321002 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2321305.000000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -2321305 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2321650.750000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -2321651 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2321949.500000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -2321950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2322073.750000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -2322074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2322110.500000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -2322110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2322131.500000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -2322132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2322145.000000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -2322145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2322149.000000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -2322149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2322153.000000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -2322153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2322151.500000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -2322152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2322151.500000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -2322152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2322151.000000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -2322151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2322155.250000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -2322155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2322155.500000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -2322156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2322155.500000 Penalty: 4782.009766
	Iteration 28F: 3 clusters Score -2322156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -2323970.000000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -2323970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2312946.750000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -2312947 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2316385.000000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -2316385 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2316772.500000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -2316772 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2317142.000000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -2317142 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2317539.500000 Penalty: 4777.930664
	Iteration 4Q: 3 clusters Score -2317540 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2318027.750000 Penalty: 4777.930664
	Iteration 5Q: 3 clusters Score -2318028 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2318644.750000 Penalty: 4777.930664
	Iteration 6F: 3 clusters Score -2318645 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2319379.500000 Penalty: 4777.930664
	Iteration 7F: 3 clusters Score -2319380 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2320128.500000 Penalty: 4777.930664
	Iteration 8F: 3 clusters Score -2320128 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2320676.250000 Penalty: 4777.930664
	Iteration 9F: 3 clusters Score -2320676 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2321036.500000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -2321036 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2321290.750000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -2321291 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2321498.750000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -2321499 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2321651.750000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -2321652 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2321764.250000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -2321764 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2321857.000000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -2321857 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2321957.750000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -2321958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2322047.750000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -2322048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2322134.250000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -2322134 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2322188.500000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -2322188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2322231.000000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -2322231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2322258.250000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -2322258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2322281.000000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -2322281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2322310.250000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -2322310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2322328.750000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -2322329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2322339.000000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -2322339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2322351.000000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -2322351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2322363.000000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -2322363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2322389.500000 Penalty: 4777.930664
	Iteration 28Q: 3 clusters Score -2322390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2322400.750000 Penalty: 4777.930664
	Iteration 29Q: 3 clusters Score -2322401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2322411.000000 Penalty: 4777.930664
	Iteration 30Q: 3 clusters Score -2322411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2322421.250000 Penalty: 4777.930664
	Iteration 31Q: 3 clusters Score -2322421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2322429.250000 Penalty: 4777.930664
	Iteration 32Q: 3 clusters Score -2322429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2322433.500000 Penalty: 4777.930664
	Iteration 33Q: 3 clusters Score -2322434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2322447.250000 Penalty: 4777.930664
	Iteration 34Q: 3 clusters Score -2322447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2322451.250000 Penalty: 4777.930664
	Iteration 35Q: 3 clusters Score -2322451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2322457.750000 Penalty: 4777.930664
	Iteration 36Q: 3 clusters Score -2322458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2322466.000000 Penalty: 4777.930664
	Iteration 37Q: 3 clusters Score -2322466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2322463.500000 Penalty: 4777.930664
	Iteration 38Q: 3 clusters Score -2322464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2322471.000000 Penalty: 4777.930664
	Iteration 39Q: 3 clusters Score -2322471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2322478.500000 Penalty: 4777.930664
	Iteration 40F: 3 clusters Score -2322478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2322481.750000 Penalty: 4777.930664
	Iteration 41Q: 3 clusters Score -2322482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2322484.250000 Penalty: 4777.930664
	Iteration 42Q: 3 clusters Score -2322484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2322479.750000 Penalty: 4777.930664
	Iteration 43Q: 3 clusters Score -2322480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2322481.750000 Penalty: 4777.930664
	Iteration 44Q: 3 clusters Score -2322482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2322483.250000 Penalty: 4777.930664
	Iteration 45Q: 3 clusters Score -2322483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2322483.500000 Penalty: 4777.930664
	Iteration 46Q: 3 clusters Score -2322484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2322484.750000 Penalty: 4777.930664
	Iteration 47Q: 3 clusters Score -2322485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2322483.000000 Penalty: 4777.930664
	Iteration 48Q: 3 clusters Score -2322483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2322485.000000 Penalty: 4777.930664
	Iteration 49Q: 3 clusters Score -2322485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2322484.500000 Penalty: 4777.930664
	Iteration 50Q: 3 clusters Score -2322484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2322486.000000 Penalty: 4777.930664
	Iteration 51Q: 3 clusters Score -2322486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2322488.500000 Penalty: 4777.930664
	Iteration 52Q: 3 clusters Score -2322488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2322489.500000 Penalty: 4777.930664
	Iteration 53Q: 3 clusters Score -2322490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2322495.000000 Penalty: 4777.930664
	Iteration 54Q: 3 clusters Score -2322495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2322498.750000 Penalty: 4777.930664
	Iteration 55Q: 3 clusters Score -2322499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2322498.750000 Penalty: 4777.930664
	Iteration 56Q: 3 clusters Score -2322499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2322500.500000 Penalty: 4777.930664
	Iteration 57Q: 3 clusters Score -2322500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2322500.750000 Penalty: 4777.930664
	Iteration 58Q: 3 clusters Score -2322501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2322504.250000 Penalty: 4777.930664
	Iteration 59Q: 3 clusters Score -2322504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2322505.250000 Penalty: 4777.930664
	Iteration 60F: 3 clusters Score -2322505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Entering Unmasked Estep 
Score: -3859658.250000 Penalty: 2515.819092
	Iteration 0F: 2 clusters Score -3859658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3841988.750000 Penalty: 5031.638184
	Iteration 0F: 3 clusters Score -3841989 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3848037.250000 Penalty: 5031.638184
	Iteration 1F: 3 clusters Score -3848037 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3848546.250000 Penalty: 5031.638184
	Iteration 2F: 3 clusters Score -3848546 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3849058.250000 Penalty: 5031.638184
	Iteration 3F: 3 clusters Score -3849058 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3849634.000000 Penalty: 5031.638184
	Iteration 4Q: 3 clusters Score -3849634 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3850400.000000 Penalty: 5031.638184
	Iteration 5F: 3 clusters Score -3850400 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3851407.250000 Penalty: 5031.638184
	Iteration 6F: 3 clusters Score -3851407 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3852677.500000 Penalty: 5031.638184
	Iteration 7F: 3 clusters Score -3852678 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3854032.250000 Penalty: 5031.638184
	Iteration 8F: 3 clusters Score -3854032 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3855196.250000 Penalty: 5031.638184
	Iteration 9F: 3 clusters Score -3855196 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3856112.250000 Penalty: 5031.638184
	Iteration 10Q: 3 clusters Score -3856112 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3856711.250000 Penalty: 5031.638184
	Iteration 11Q: 3 clusters Score -3856711 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3857077.500000 Penalty: 5031.638184
	Iteration 12Q: 3 clusters Score -3857078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3857262.250000 Penalty: 5031.638184
	Iteration 13Q: 3 clusters Score -3857262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3857390.250000 Penalty: 5031.638184
	Iteration 14Q: 3 clusters Score -3857390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3857454.250000 Penalty: 5031.638184
	Iteration 15Q: 3 clusters Score -3857454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3857509.250000 Penalty: 5031.638184
	Iteration 16Q: 3 clusters Score -3857509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3857544.250000 Penalty: 5031.638184
	Iteration 17Q: 3 clusters Score -3857544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3857572.750000 Penalty: 5031.638184
	Iteration 18Q: 3 clusters Score -3857573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3857590.250000 Penalty: 5031.638184
	Iteration 19Q: 3 clusters Score -3857590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3857598.500000 Penalty: 5031.638184
	Iteration 20F: 3 clusters Score -3857598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3857613.750000 Penalty: 5031.638184
	Iteration 21Q: 3 clusters Score -3857614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3857620.250000 Penalty: 5031.638184
	Iteration 22Q: 3 clusters Score -3857620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3857625.750000 Penalty: 5031.638184
	Iteration 23Q: 3 clusters Score -3857626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3857632.750000 Penalty: 5031.638184
	Iteration 24Q: 3 clusters Score -3857633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3857636.750000 Penalty: 5031.638184
	Iteration 25Q: 3 clusters Score -3857637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3857639.500000 Penalty: 5031.638184
	Iteration 26Q: 3 clusters Score -3857640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3857642.750000 Penalty: 5031.638184
	Iteration 27Q: 3 clusters Score -3857643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3857642.750000 Penalty: 5031.638184
	Iteration 28F: 3 clusters Score -3857643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -272263.500000 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -272263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -269729.093750 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -269729.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270173.562500 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -270173.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -270303.312500 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -270303.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -270397.468750 Penalty: 3730.036377
	Iteration 3F: 3 clusters Score -270397.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -270475.656250 Penalty: 3730.036377
	Iteration 4Q: 3 clusters Score -270475.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -270535.593750 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -270535.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270584.375000 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -270584.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -270631.062500 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -270631.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -270687.937500 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -270687.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -270748.281250 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -270748.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -270805.406250 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -270805.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -270865.281250 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -270865.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -270927.531250 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -270927.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -270991.968750 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -270992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271047.031250 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -271047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271083.562500 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -271083.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271129.000000 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -271129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271179.937500 Penalty: 3730.036377
	Iteration 17Q: 3 clusters Score -271179.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -271212.062500 Penalty: 3730.036377
	Iteration 18Q: 3 clusters Score -271212.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -271235.750000 Penalty: 3730.036377
	Iteration 19Q: 3 clusters Score -271235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271246.218750 Penalty: 3730.036377
	Iteration 20F: 3 clusters Score -271246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -271254.562500 Penalty: 3730.036377
	Iteration 21Q: 3 clusters Score -271254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -271264.718750 Penalty: 3730.036377
	Iteration 22Q: 3 clusters Score -271264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271270.093750 Penalty: 3730.036377
	Iteration 23Q: 3 clusters Score -271270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -271273.812500 Penalty: 3730.036377
	Iteration 24Q: 3 clusters Score -271273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271276.156250 Penalty: 3730.036377
	Iteration 25Q: 3 clusters Score -271276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -271276.625000 Penalty: 3730.036377
	Iteration 26Q: 3 clusters Score -271276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -271277.468750 Penalty: 3730.036377
	Iteration 27Q: 3 clusters Score -271277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271277.781250 Penalty: 3730.036377
	Iteration 28Q: 3 clusters Score -271277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271277.781250 Penalty: 3730.036377
	Iteration 29F: 3 clusters Score -271277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -33237.000000 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -33237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32081.498047 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -32081.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32269.917969 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -32269.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32359.767578 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -32359.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32462.585938 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -32462.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32521.210938 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -32521.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32544.451172 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -32544.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32561.638672 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -32561.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32577.994141 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -32577.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32585.378906 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -32585.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32591.064453 Penalty: 2810.547607
	Iteration 9Q: 3 clusters Score -32591.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32591.064453 Penalty: 2810.547607
	Iteration 10F: 3 clusters Score -32591.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Entering Unmasked Estep 
Score: -1625459.875000 Penalty: 2301.869141
	Iteration 0F: 2 clusters Score -1625460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1617277.125000 Penalty: 4603.738281
	Iteration 0F: 3 clusters Score -1617277 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1619695.750000 Penalty: 4603.738281
	Iteration 1F: 3 clusters Score -1619696 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1620035.875000 Penalty: 4603.738281
	Iteration 2F: 3 clusters Score -1620036 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1620307.500000 Penalty: 4603.738281
	Iteration 3F: 3 clusters Score -1620308 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1620579.750000 Penalty: 4603.738281
	Iteration 4Q: 3 clusters Score -1620580 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1620871.000000 Penalty: 4603.738281
	Iteration 5Q: 3 clusters Score -1620871 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1621231.500000 Penalty: 4603.738281
	Iteration 6Q: 3 clusters Score -1621232 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1621636.750000 Penalty: 4603.738281
	Iteration 7F: 3 clusters Score -1621637 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1622016.875000 Penalty: 4603.738281
	Iteration 8F: 3 clusters Score -1622017 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1622349.125000 Penalty: 4603.738281
	Iteration 9Q: 3 clusters Score -1622349 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1622604.125000 Penalty: 4603.738281
	Iteration 10Q: 3 clusters Score -1622604 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1622830.625000 Penalty: 4603.738281
	Iteration 11Q: 3 clusters Score -1622831 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1623035.875000 Penalty: 4603.738281
	Iteration 12Q: 3 clusters Score -1623036 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1623213.375000 Penalty: 4603.738281
	Iteration 13Q: 3 clusters Score -1623213 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1623343.625000 Penalty: 4603.738281
	Iteration 14Q: 3 clusters Score -1623344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1623435.625000 Penalty: 4603.738281
	Iteration 15Q: 3 clusters Score -1623436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1623514.875000 Penalty: 4603.738281
	Iteration 16Q: 3 clusters Score -1623515 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1623567.875000 Penalty: 4603.738281
	Iteration 17Q: 3 clusters Score -1623568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1623623.750000 Penalty: 4603.738281
	Iteration 18Q: 3 clusters Score -1623624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1623655.500000 Penalty: 4603.738281
	Iteration 19Q: 3 clusters Score -1623656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1623687.000000 Penalty: 4603.738281
	Iteration 20F: 3 clusters Score -1623687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1623718.875000 Penalty: 4603.738281
	Iteration 21Q: 3 clusters Score -1623719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1623735.125000 Penalty: 4603.738281
	Iteration 22Q: 3 clusters Score -1623735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1623748.875000 Penalty: 4603.738281
	Iteration 23Q: 3 clusters Score -1623749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1623756.000000 Penalty: 4603.738281
	Iteration 24Q: 3 clusters Score -1623756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1623759.375000 Penalty: 4603.738281
	Iteration 25Q: 3 clusters Score -1623759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1623760.000000 Penalty: 4603.738281
	Iteration 26Q: 3 clusters Score -1623760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1623766.375000 Penalty: 4603.738281
	Iteration 27Q: 3 clusters Score -1623766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1623770.250000 Penalty: 4603.738281
	Iteration 28Q: 3 clusters Score -1623770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1623774.625000 Penalty: 4603.738281
	Iteration 29Q: 3 clusters Score -1623775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1623775.875000 Penalty: 4603.738281
	Iteration 30Q: 3 clusters Score -1623776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1623775.625000 Penalty: 4603.738281
	Iteration 31Q: 3 clusters Score -1623776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1623782.875000 Penalty: 4603.738281
	Iteration 32Q: 3 clusters Score -1623783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1623784.875000 Penalty: 4603.738281
	Iteration 33Q: 3 clusters Score -1623785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1623785.000000 Penalty: 4603.738281
	Iteration 34Q: 3 clusters Score -1623785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1623784.250000 Penalty: 4603.738281
	Iteration 35Q: 3 clusters Score -1623784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1623784.250000 Penalty: 4603.738281
	Iteration 36F: 3 clusters Score -1623784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -2398470.500000 Penalty: 2393.043457
	Iteration 0F: 2 clusters Score -2398470 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 7735 members 
Entering Unmasked Estep 
Score: -2387238.000000 Penalty: 4786.086914
	Iteration 0F: 3 clusters Score -2387238 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2390760.000000 Penalty: 4786.086914
	Iteration 1F: 3 clusters Score -2390760 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2391028.000000 Penalty: 4786.086914
	Iteration 2F: 3 clusters Score -2391028 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2391238.000000 Penalty: 4786.086914
	Iteration 3Q: 3 clusters Score -2391238 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2391419.750000 Penalty: 4786.086914
	Iteration 4Q: 3 clusters Score -2391420 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2391557.750000 Penalty: 4786.086914
	Iteration 5Q: 3 clusters Score -2391558 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2391677.500000 Penalty: 4786.086914
	Iteration 6Q: 3 clusters Score -2391678 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2391773.750000 Penalty: 4786.086914
	Iteration 7Q: 3 clusters Score -2391774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2391859.000000 Penalty: 4786.086914
	Iteration 8Q: 3 clusters Score -2391859 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2391934.500000 Penalty: 4786.086914
	Iteration 9Q: 3 clusters Score -2391934 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2392009.750000 Penalty: 4786.086914
	Iteration 10Q: 3 clusters Score -2392010 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2392108.750000 Penalty: 4786.086914
	Iteration 11Q: 3 clusters Score -2392109 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2392241.250000 Penalty: 4786.086914
	Iteration 12Q: 3 clusters Score -2392241 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2392434.750000 Penalty: 4786.086914
	Iteration 13Q: 3 clusters Score -2392435 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2392715.500000 Penalty: 4786.086914
	Iteration 14Q: 3 clusters Score -2392716 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2393053.250000 Penalty: 4786.086914
	Iteration 15Q: 3 clusters Score -2393053 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2393494.250000 Penalty: 4786.086914
	Iteration 16Q: 3 clusters Score -2393494 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2394034.500000 Penalty: 4786.086914
	Iteration 17Q: 3 clusters Score -2394034 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2394650.500000 Penalty: 4786.086914
	Iteration 18Q: 3 clusters Score -2394650 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2395195.250000 Penalty: 4786.086914
	Iteration 19Q: 3 clusters Score -2395195 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2395583.000000 Penalty: 4786.086914
	Iteration 20F: 3 clusters Score -2395583 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2395848.000000 Penalty: 4786.086914
	Iteration 21Q: 3 clusters Score -2395848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2395998.500000 Penalty: 4786.086914
	Iteration 22Q: 3 clusters Score -2395998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2396099.250000 Penalty: 4786.086914
	Iteration 23Q: 3 clusters Score -2396099 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2396186.250000 Penalty: 4786.086914
	Iteration 24Q: 3 clusters Score -2396186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2396232.000000 Penalty: 4786.086914
	Iteration 25Q: 3 clusters Score -2396232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2396256.250000 Penalty: 4786.086914
	Iteration 26Q: 3 clusters Score -2396256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2396273.250000 Penalty: 4786.086914
	Iteration 27Q: 3 clusters Score -2396273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2396285.000000 Penalty: 4786.086914
	Iteration 28Q: 3 clusters Score -2396285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2396295.250000 Penalty: 4786.086914
	Iteration 29Q: 3 clusters Score -2396295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2396311.500000 Penalty: 4786.086914
	Iteration 30Q: 3 clusters Score -2396312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2396316.750000 Penalty: 4786.086914
	Iteration 31Q: 3 clusters Score -2396317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2396327.500000 Penalty: 4786.086914
	Iteration 32Q: 3 clusters Score -2396328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2396329.750000 Penalty: 4786.086914
	Iteration 33Q: 3 clusters Score -2396330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2396335.750000 Penalty: 4786.086914
	Iteration 34Q: 3 clusters Score -2396336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2396337.750000 Penalty: 4786.086914
	Iteration 35Q: 3 clusters Score -2396338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2396337.750000 Penalty: 4786.086914
	Iteration 36F: 3 clusters Score -2396338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -408988.781250 Penalty: 1970.673462
	Iteration 0F: 2 clusters Score -408988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -405861.250000 Penalty: 3941.346924
	Iteration 0F: 3 clusters Score -405861.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -406574.531250 Penalty: 3941.346924
	Iteration 1F: 3 clusters Score -406574.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -406767.562500 Penalty: 3941.346924
	Iteration 2F: 3 clusters Score -406767.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -406869.156250 Penalty: 3941.346924
	Iteration 3Q: 3 clusters Score -406869.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -406919.750000 Penalty: 3941.346924
	Iteration 4Q: 3 clusters Score -406919.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406954.375000 Penalty: 3941.346924
	Iteration 5Q: 3 clusters Score -406954.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -406976.000000 Penalty: 3941.346924
	Iteration 6Q: 3 clusters Score -406976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -406996.750000 Penalty: 3941.346924
	Iteration 7Q: 3 clusters Score -406996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -407015.625000 Penalty: 3941.346924
	Iteration 8Q: 3 clusters Score -407015.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -407032.281250 Penalty: 3941.346924
	Iteration 9Q: 3 clusters Score -407032.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -407057.718750 Penalty: 3941.346924
	Iteration 10Q: 3 clusters Score -407057.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -407086.500000 Penalty: 3941.346924
	Iteration 11Q: 3 clusters Score -407086.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -407115.000000 Penalty: 3941.346924
	Iteration 12Q: 3 clusters Score -407115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -407144.531250 Penalty: 3941.346924
	Iteration 13Q: 3 clusters Score -407144.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -407176.656250 Penalty: 3941.346924
	Iteration 14Q: 3 clusters Score -407176.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -407205.812500 Penalty: 3941.346924
	Iteration 15Q: 3 clusters Score -407205.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -407241.281250 Penalty: 3941.346924
	Iteration 16Q: 3 clusters Score -407241.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -407268.937500 Penalty: 3941.346924
	Iteration 17Q: 3 clusters Score -407268.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -407303.843750 Penalty: 3941.346924
	Iteration 18Q: 3 clusters Score -407303.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -407357.625000 Penalty: 3941.346924
	Iteration 19Q: 3 clusters Score -407357.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -407429.187500 Penalty: 3941.346924
	Iteration 20F: 3 clusters Score -407429.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -407503.156250 Penalty: 3941.346924
	Iteration 21Q: 3 clusters Score -407503.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -407601.625000 Penalty: 3941.346924
	Iteration 22Q: 3 clusters Score -407601.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -407682.843750 Penalty: 3941.346924
	Iteration 23Q: 3 clusters Score -407682.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407788.937500 Penalty: 3941.346924
	Iteration 24Q: 3 clusters Score -407788.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -407912.750000 Penalty: 3941.346924
	Iteration 25Q: 3 clusters Score -407912.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -408107.593750 Penalty: 3941.346924
	Iteration 26Q: 3 clusters Score -408107.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -408338.281250 Penalty: 3941.346924
	Iteration 27Q: 3 clusters Score -408338.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -408503.843750 Penalty: 3941.346924
	Iteration 28Q: 3 clusters Score -408503.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -408630.875000 Penalty: 3941.346924
	Iteration 29Q: 3 clusters Score -408630.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -408697.781250 Penalty: 3941.346924
	Iteration 30Q: 3 clusters Score -408697.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -408731.593750 Penalty: 3941.346924
	Iteration 31Q: 3 clusters Score -408731.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -408746.000000 Penalty: 3941.346924
	Iteration 32Q: 3 clusters Score -408746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -408759.437500 Penalty: 3941.346924
	Iteration 33Q: 3 clusters Score -408759.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -408768.750000 Penalty: 3941.346924
	Iteration 34Q: 3 clusters Score -408768.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -408778.656250 Penalty: 3941.346924
	Iteration 35Q: 3 clusters Score -408778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -408788.781250 Penalty: 3941.346924
	Iteration 36Q: 3 clusters Score -408788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -408796.875000 Penalty: 3941.346924
	Iteration 37Q: 3 clusters Score -408796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -408802.843750 Penalty: 3941.346924
	Iteration 38Q: 3 clusters Score -408802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -408805.531250 Penalty: 3941.346924
	Iteration 39Q: 3 clusters Score -408805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -408806.312500 Penalty: 3941.346924
	Iteration 40F: 3 clusters Score -408806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -408806.406250 Penalty: 3941.346924
	Iteration 41Q: 3 clusters Score -408806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -408807.218750 Penalty: 3941.346924
	Iteration 42Q: 3 clusters Score -408807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -408807.218750 Penalty: 3941.346924
	Iteration 43F: 3 clusters Score -408807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -735818.125000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -735818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -731280.875000 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -731280.9 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -732415.125000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -732415.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -732679.125000 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -732679.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -732937.312500 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -732937.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -733189.500000 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -733189.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -733448.812500 Penalty: 4227.001465
	Iteration 5F: 3 clusters Score -733448.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -733695.312500 Penalty: 4227.001465
	Iteration 6F: 3 clusters Score -733695.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -733956.562500 Penalty: 4227.001465
	Iteration 7F: 3 clusters Score -733956.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -734164.375000 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -734164.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -734328.437500 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -734328.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -734447.312500 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -734447.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -734550.750000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -734550.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -734646.062500 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -734646.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -734749.937500 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -734749.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -734914.625000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -734914.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -735102.187500 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -735102.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -735239.125000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -735239.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -735293.875000 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -735293.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -735314.625000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -735314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -735323.625000 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -735323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -735327.125000 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -735327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -735333.625000 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -735333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -735334.875000 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -735334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -735337.625000 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -735337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -735337.687500 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -735337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -735337.562500 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -735337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -735337.750000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -735337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -735337.750000 Penalty: 4227.001465
	Iteration 27F: 3 clusters Score -735337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Entering Unmasked Estep 
Score: -5445320.000000 Penalty: 2602.963135
	Iteration 0F: 2 clusters Score -5445320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5420661.500000 Penalty: 5205.926270
	Iteration 0F: 3 clusters Score -5420662 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5429919.000000 Penalty: 5205.926270
	Iteration 1F: 3 clusters Score -5429919 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -5430736.500000 Penalty: 5205.926270
	Iteration 2Q: 3 clusters Score -5430736 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -5431934.500000 Penalty: 5205.926270
	Iteration 3F: 3 clusters Score -5431934 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -5433493.500000 Penalty: 5205.926270
	Iteration 4F: 3 clusters Score -5433494 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -5435368.500000 Penalty: 5205.926270
	Iteration 5F: 3 clusters Score -5435368 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5437313.000000 Penalty: 5205.926270
	Iteration 6F: 3 clusters Score -5437313 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5439017.500000 Penalty: 5205.926270
	Iteration 7F: 3 clusters Score -5439018 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5440603.500000 Penalty: 5205.926270
	Iteration 8F: 3 clusters Score -5440604 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -5442012.500000 Penalty: 5205.926270
	Iteration 9Q: 3 clusters Score -5442012 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -5443258.500000 Penalty: 5205.926270
	Iteration 10Q: 3 clusters Score -5443258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -5443919.000000 Penalty: 5205.926270
	Iteration 11Q: 3 clusters Score -5443919 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -5444113.500000 Penalty: 5205.926270
	Iteration 12Q: 3 clusters Score -5444114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5444175.000000 Penalty: 5205.926270
	Iteration 13Q: 3 clusters Score -5444175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5444204.500000 Penalty: 5205.926270
	Iteration 14Q: 3 clusters Score -5444204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5444242.500000 Penalty: 5205.926270
	Iteration 15Q: 3 clusters Score -5444242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5444263.000000 Penalty: 5205.926270
	Iteration 16Q: 3 clusters Score -5444263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5444281.000000 Penalty: 5205.926270
	Iteration 17Q: 3 clusters Score -5444281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -5444288.000000 Penalty: 5205.926270
	Iteration 18Q: 3 clusters Score -5444288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5444291.500000 Penalty: 5205.926270
	Iteration 19Q: 3 clusters Score -5444292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5444294.000000 Penalty: 5205.926270
	Iteration 20F: 3 clusters Score -5444294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -5444299.000000 Penalty: 5205.926270
	Iteration 21Q: 3 clusters Score -5444299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5444299.500000 Penalty: 5205.926270
	Iteration 22Q: 3 clusters Score -5444300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -5444296.000000 Penalty: 5205.926270
	Iteration 23Q: 3 clusters Score -5444296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -5444298.500000 Penalty: 5205.926270
	Iteration 24Q: 3 clusters Score -5444298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -5444297.500000 Penalty: 5205.926270
	Iteration 25Q: 3 clusters Score -5444298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5444303.000000 Penalty: 5205.926270
	Iteration 26Q: 3 clusters Score -5444303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -5444299.500000 Penalty: 5205.926270
	Iteration 27Q: 3 clusters Score -5444300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -5444297.500000 Penalty: 5205.926270
	Iteration 28Q: 3 clusters Score -5444298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5444292.500000 Penalty: 5205.926270
	Iteration 29Q: 3 clusters Score -5444292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -5444292.500000 Penalty: 5205.926270
	Iteration 30F: 3 clusters Score -5444292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170265 members 
Entering Unmasked Estep 
Score: -26165836.000000 Penalty: 2987.187744
	Iteration 0F: 2 clusters Score -2.616584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -26061390.000000 Penalty: 5974.375488
	Iteration 0F: 3 clusters Score -2.606139e+07 nChanged 81510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -26109784.000000 Penalty: 5974.375488
	Iteration 1F: 3 clusters Score -2.610978e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -26111350.000000 Penalty: 5974.375488
	Iteration 2Q: 3 clusters Score -2.611135e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100338 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -26114018.000000 Penalty: 5974.375488
	Iteration 3Q: 3 clusters Score -2.611402e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -26118468.000000 Penalty: 5974.375488
	Iteration 4F: 3 clusters Score -2.611847e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -26124886.000000 Penalty: 5974.375488
	Iteration 5F: 3 clusters Score -2.612489e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -26134130.000000 Penalty: 5974.375488
	Iteration 6F: 3 clusters Score -2.613413e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144842 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -26143530.000000 Penalty: 5974.375488
	Iteration 7F: 3 clusters Score -2.614353e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -26151540.000000 Penalty: 5974.375488
	Iteration 8F: 3 clusters Score -2.615154e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -26157048.000000 Penalty: 5974.375488
	Iteration 9Q: 3 clusters Score -2.615705e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -26160172.000000 Penalty: 5974.375488
	Iteration 10Q: 3 clusters Score -2.616017e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -26161716.000000 Penalty: 5974.375488
	Iteration 11Q: 3 clusters Score -2.616172e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -26162304.000000 Penalty: 5974.375488
	Iteration 12Q: 3 clusters Score -2.61623e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -26162582.000000 Penalty: 5974.375488
	Iteration 13Q: 3 clusters Score -2.616258e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -26162786.000000 Penalty: 5974.375488
	Iteration 14Q: 3 clusters Score -2.616279e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -26162870.000000 Penalty: 5974.375488
	Iteration 15Q: 3 clusters Score -2.616287e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -26162964.000000 Penalty: 5974.375488
	Iteration 16Q: 3 clusters Score -2.616296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169548 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -26163036.000000 Penalty: 5974.375488
	Iteration 17Q: 3 clusters Score -2.616304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -26163096.000000 Penalty: 5974.375488
	Iteration 18Q: 3 clusters Score -2.61631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -26163136.000000 Penalty: 5974.375488
	Iteration 19Q: 3 clusters Score -2.616314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -26163158.000000 Penalty: 5974.375488
	Iteration 20F: 3 clusters Score -2.616316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -26163170.000000 Penalty: 5974.375488
	Iteration 21Q: 3 clusters Score -2.616317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -26163160.000000 Penalty: 5974.375488
	Iteration 22Q: 3 clusters Score -2.616316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -26163182.000000 Penalty: 5974.375488
	Iteration 23Q: 3 clusters Score -2.616318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169621 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -26163184.000000 Penalty: 5974.375488
	Iteration 24Q: 3 clusters Score -2.616318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -26163196.000000 Penalty: 5974.375488
	Iteration 25Q: 3 clusters Score -2.61632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169627 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -26163222.000000 Penalty: 5974.375488
	Iteration 26Q: 3 clusters Score -2.616322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -26163210.000000 Penalty: 5974.375488
	Iteration 27Q: 3 clusters Score -2.616321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -26163184.000000 Penalty: 5974.375488
	Iteration 28Q: 3 clusters Score -2.616318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169642 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -26163190.000000 Penalty: 5974.375488
	Iteration 29Q: 3 clusters Score -2.616319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -26163194.000000 Penalty: 5974.375488
	Iteration 30Q: 3 clusters Score -2.616319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -26163210.000000 Penalty: 5974.375488
	Iteration 31Q: 3 clusters Score -2.616321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26163208.000000 Penalty: 5974.375488
	Iteration 32Q: 3 clusters Score -2.616321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26163204.000000 Penalty: 5974.375488
	Iteration 33Q: 3 clusters Score -2.61632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -26163200.000000 Penalty: 5974.375488
	Iteration 34Q: 3 clusters Score -2.61632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -26163194.000000 Penalty: 5974.375488
	Iteration 35Q: 3 clusters Score -2.616319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26163210.000000 Penalty: 5974.375488
	Iteration 36Q: 3 clusters Score -2.616321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26163210.000000 Penalty: 5974.375488
	Iteration 37F: 3 clusters Score -2.616321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -87758.328125 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -87758.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86118.812500 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -86118.81 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86393.679688 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -86393.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86494.632812 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -86494.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86551.476562 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -86551.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86626.421875 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -86626.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86702.757812 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -86702.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86787.210938 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -86787.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86837.687500 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -86837.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86918.445312 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -86918.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86977.539062 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -86977.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87058.554688 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -87058.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87087.125000 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -87087.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87106.078125 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -87106.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87135.093750 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -87135.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87166.804688 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -87166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87266.171875 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -87266.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87393.804688 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -87393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87439.929688 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -87439.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87546.382812 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -87546.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87718.078125 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -87718.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87867.960938 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -87867.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88026.343750 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -88026.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88104.437500 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -88104.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88177.539062 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -88177.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88192.398438 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -88192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88204.765625 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -88204.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88204.765625 Penalty: 3198.649170
	Iteration 26F: 3 clusters Score -88204.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170265 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115695 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 298 members 
Entering Unmasked Estep 
Score: -104172544.000000 Penalty: 130140.156250
Splitting cluster 12 changes total score from -104173720.000000 to -104172544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -692372.187500 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -692372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -688009.937500 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -688009.9 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -689141.562500 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -689141.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -689477.000000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -689477 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -689839.250000 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -689839.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -690169.750000 Penalty: 4201.793945
	Iteration 4F: 3 clusters Score -690169.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -690369.625000 Penalty: 4201.793945
	Iteration 5F: 3 clusters Score -690369.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -690525.250000 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -690525.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -690655.875000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -690655.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -690785.750000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -690785.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -690944.500000 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -690944.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -691080.687500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -691080.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -691155.750000 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -691155.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -691240.187500 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -691240.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -691306.812500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -691306.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -691375.750000 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -691375.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -691436.750000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -691436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -691488.187500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -691488.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -691532.812500 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -691532.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -691582.750000 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -691582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -691625.375000 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -691625.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -691674.937500 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -691674.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -691734.062500 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -691734.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -691781.875000 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -691781.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -691813.312500 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -691813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -691832.250000 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -691832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -691848.437500 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -691848.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -691866.500000 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -691866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -691876.437500 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -691876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -691880.937500 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -691880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -691884.812500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -691884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -691889.500000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -691889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -691889.125000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -691889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -691889.125000 Penalty: 4201.793945
	Iteration 32F: 3 clusters Score -691889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -697712.812500 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -697712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -693387.312500 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -693387.3 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -694399.250000 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -694399.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -694623.062500 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -694623.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -694814.500000 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -694814.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -694966.937500 Penalty: 4192.040527
	Iteration 4Q: 3 clusters Score -694966.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -695091.500000 Penalty: 4192.040527
	Iteration 5Q: 3 clusters Score -695091.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -695189.062500 Penalty: 4192.040527
	Iteration 6Q: 3 clusters Score -695189.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -695269.312500 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -695269.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -695355.937500 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -695355.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -695439.437500 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -695439.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -695527.875000 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -695527.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -695643.187500 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -695643.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -695788.625000 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -695788.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -695915.500000 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -695915.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -696033.562500 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -696033.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -696152.750000 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -696152.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -696277.062500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -696277.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -696388.312500 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -696388.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -696472.625000 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -696472.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -696523.625000 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -696523.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -696560.625000 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -696560.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -696589.312500 Penalty: 4192.040527
	Iteration 21Q: 3 clusters Score -696589.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -696614.500000 Penalty: 4192.040527
	Iteration 22Q: 3 clusters Score -696614.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -696639.812500 Penalty: 4192.040527
	Iteration 23Q: 3 clusters Score -696639.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -696666.312500 Penalty: 4192.040527
	Iteration 24Q: 3 clusters Score -696666.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -696688.250000 Penalty: 4192.040527
	Iteration 25Q: 3 clusters Score -696688.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -696702.687500 Penalty: 4192.040527
	Iteration 26Q: 3 clusters Score -696702.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -696725.187500 Penalty: 4192.040527
	Iteration 27Q: 3 clusters Score -696725.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -696759.625000 Penalty: 4192.040527
	Iteration 28Q: 3 clusters Score -696759.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -696797.187500 Penalty: 4192.040527
	Iteration 29Q: 3 clusters Score -696797.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -696825.562500 Penalty: 4192.040527
	Iteration 30Q: 3 clusters Score -696825.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -696840.125000 Penalty: 4192.040527
	Iteration 31Q: 3 clusters Score -696840.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -696850.687500 Penalty: 4192.040527
	Iteration 32Q: 3 clusters Score -696850.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -696859.750000 Penalty: 4192.040527
	Iteration 33Q: 3 clusters Score -696859.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -696867.562500 Penalty: 4192.040527
	Iteration 34Q: 3 clusters Score -696867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -696870.500000 Penalty: 4192.040527
	Iteration 35Q: 3 clusters Score -696870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -696871.000000 Penalty: 4192.040527
	Iteration 36Q: 3 clusters Score -696871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -696873.812500 Penalty: 4192.040527
	Iteration 37Q: 3 clusters Score -696873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -696874.250000 Penalty: 4192.040527
	Iteration 38Q: 3 clusters Score -696874.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -696874.250000 Penalty: 4192.040527
	Iteration 39F: 3 clusters Score -696874.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -283542.218750 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -283542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -280906.093750 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -280906.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -281585.500000 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -281585.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -281950.500000 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -281950.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -282216.812500 Penalty: 3775.473877
	Iteration 3F: 3 clusters Score -282216.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -282425.968750 Penalty: 3775.473877
	Iteration 4F: 3 clusters Score -282426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -282583.000000 Penalty: 3775.473877
	Iteration 5F: 3 clusters Score -282583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -282727.312500 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -282727.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -282857.968750 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -282858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -283001.593750 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -283001.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -283155.312500 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -283155.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -283306.031250 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -283306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -283426.500000 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -283426.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -283503.750000 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -283503.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -283555.281250 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -283555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -283583.125000 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -283583.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283606.468750 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -283606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283610.875000 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -283610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283612.531250 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -283612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -283616.000000 Penalty: 3775.473877
	Iteration 18F: 3 clusters Score -283616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -283618.281250 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -283618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -283621.187500 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -283621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170265 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115695 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 559 members 
Entering Unmasked Estep 
Score: -104172368.000000 Penalty: 130140.156250
Splitting cluster 15 changes total score from -104173720.000000 to -104172368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (40581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Entering Unmasked Estep 
Score: -6239648.000000 Penalty: 2631.541748
	Iteration 0F: 2 clusters Score -6239648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -6212138.500000 Penalty: 5263.083496
	Iteration 0F: 3 clusters Score -6212138 nChanged 18640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -6222538.500000 Penalty: 5263.083496
	Iteration 1F: 3 clusters Score -6222538 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -6223489.000000 Penalty: 5263.083496
	Iteration 2F: 3 clusters Score -6223489 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6224821.000000 Penalty: 5263.083496
	Iteration 3F: 3 clusters Score -6224821 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -6226936.000000 Penalty: 5263.083496
	Iteration 4F: 3 clusters Score -6226936 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -6229510.500000 Penalty: 5263.083496
	Iteration 5F: 3 clusters Score -6229510 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6231743.500000 Penalty: 5263.083496
	Iteration 6F: 3 clusters Score -6231744 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6233118.500000 Penalty: 5263.083496
	Iteration 7F: 3 clusters Score -6233118 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6233912.500000 Penalty: 5263.083496
	Iteration 8Q: 3 clusters Score -6233912 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -6234523.500000 Penalty: 5263.083496
	Iteration 9Q: 3 clusters Score -6234524 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -6234997.500000 Penalty: 5263.083496
	Iteration 10Q: 3 clusters Score -6234998 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -6235405.500000 Penalty: 5263.083496
	Iteration 11Q: 3 clusters Score -6235406 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -6235886.000000 Penalty: 5263.083496
	Iteration 12Q: 3 clusters Score -6235886 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -6236295.500000 Penalty: 5263.083496
	Iteration 13Q: 3 clusters Score -6236296 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -6236566.500000 Penalty: 5263.083496
	Iteration 14Q: 3 clusters Score -6236566 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -6236729.000000 Penalty: 5263.083496
	Iteration 15Q: 3 clusters Score -6236729 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -6236837.500000 Penalty: 5263.083496
	Iteration 16Q: 3 clusters Score -6236838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -6236921.500000 Penalty: 5263.083496
	Iteration 17Q: 3 clusters Score -6236922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -6237003.000000 Penalty: 5263.083496
	Iteration 18Q: 3 clusters Score -6237003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -6237050.500000 Penalty: 5263.083496
	Iteration 19Q: 3 clusters Score -6237050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -6237098.500000 Penalty: 5263.083496
	Iteration 20F: 3 clusters Score -6237098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6237146.500000 Penalty: 5263.083496
	Iteration 21Q: 3 clusters Score -6237146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6237179.000000 Penalty: 5263.083496
	Iteration 22Q: 3 clusters Score -6237179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -6237219.000000 Penalty: 5263.083496
	Iteration 23Q: 3 clusters Score -6237219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -6237241.500000 Penalty: 5263.083496
	Iteration 24Q: 3 clusters Score -6237242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -6237262.000000 Penalty: 5263.083496
	Iteration 25Q: 3 clusters Score -6237262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -6237275.500000 Penalty: 5263.083496
	Iteration 26Q: 3 clusters Score -6237276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -6237296.500000 Penalty: 5263.083496
	Iteration 27Q: 3 clusters Score -6237296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -6237321.500000 Penalty: 5263.083496
	Iteration 28Q: 3 clusters Score -6237322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -6237350.000000 Penalty: 5263.083496
	Iteration 29Q: 3 clusters Score -6237350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6237357.500000 Penalty: 5263.083496
	Iteration 30Q: 3 clusters Score -6237358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -6237366.500000 Penalty: 5263.083496
	Iteration 31Q: 3 clusters Score -6237366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -6237378.000000 Penalty: 5263.083496
	Iteration 32Q: 3 clusters Score -6237378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -6237382.500000 Penalty: 5263.083496
	Iteration 33Q: 3 clusters Score -6237382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -6237385.000000 Penalty: 5263.083496
	Iteration 34Q: 3 clusters Score -6237385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -6237386.000000 Penalty: 5263.083496
	Iteration 35Q: 3 clusters Score -6237386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6237390.500000 Penalty: 5263.083496
	Iteration 36Q: 3 clusters Score -6237390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -6237402.500000 Penalty: 5263.083496
	Iteration 37Q: 3 clusters Score -6237402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6237407.500000 Penalty: 5263.083496
	Iteration 38Q: 3 clusters Score -6237408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -6237410.000000 Penalty: 5263.083496
	Iteration 39Q: 3 clusters Score -6237410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -6237411.000000 Penalty: 5263.083496
	Iteration 40F: 3 clusters Score -6237411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6237414.000000 Penalty: 5263.083496
	Iteration 41Q: 3 clusters Score -6237414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6237414.000000 Penalty: 5263.083496
	Iteration 42F: 3 clusters Score -6237414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (107212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107212 members 
Entering Unmasked Estep 
Score: -16538139.000000 Penalty: 2872.475830
	Iteration 0F: 2 clusters Score -1.653814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -16469342.000000 Penalty: 5744.951660
	Iteration 0F: 3 clusters Score -1.646934e+07 nChanged 50942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -16498902.000000 Penalty: 5744.951660
	Iteration 1F: 3 clusters Score -1.64989e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -16500111.000000 Penalty: 5744.951660
	Iteration 2Q: 3 clusters Score -1.650011e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -16501623.000000 Penalty: 5744.951660
	Iteration 3Q: 3 clusters Score -1.650162e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -16503565.000000 Penalty: 5744.951660
	Iteration 4Q: 3 clusters Score -1.650356e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -16506253.000000 Penalty: 5744.951660
	Iteration 5F: 3 clusters Score -1.650625e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
Score: -16509306.000000 Penalty: 5744.951660
	Iteration 6F: 3 clusters Score -1.650931e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -16513069.000000 Penalty: 5744.951660
	Iteration 7F: 3 clusters Score -1.651307e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 69575 members 
Entering Unmasked Estep 
Score: -16517104.000000 Penalty: 5744.951660
	Iteration 8F: 3 clusters Score -1.65171e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -16520910.000000 Penalty: 5744.951660
	Iteration 9F: 3 clusters Score -1.652091e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -16523789.000000 Penalty: 5744.951660
	Iteration 10Q: 3 clusters Score -1.652379e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -16525633.000000 Penalty: 5744.951660
	Iteration 11Q: 3 clusters Score -1.652563e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -16526830.000000 Penalty: 5744.951660
	Iteration 12Q: 3 clusters Score -1.652683e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -16527630.000000 Penalty: 5744.951660
	Iteration 13Q: 3 clusters Score -1.652763e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -16528208.000000 Penalty: 5744.951660
	Iteration 14Q: 3 clusters Score -1.652821e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -16528602.000000 Penalty: 5744.951660
	Iteration 15Q: 3 clusters Score -1.65286e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -16529024.000000 Penalty: 5744.951660
	Iteration 16Q: 3 clusters Score -1.652902e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -16529454.000000 Penalty: 5744.951660
	Iteration 17Q: 3 clusters Score -1.652945e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -16529895.000000 Penalty: 5744.951660
	Iteration 18Q: 3 clusters Score -1.65299e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -16530289.000000 Penalty: 5744.951660
	Iteration 19Q: 3 clusters Score -1.653029e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -16530721.000000 Penalty: 5744.951660
	Iteration 20F: 3 clusters Score -1.653072e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -16531193.000000 Penalty: 5744.951660
	Iteration 21Q: 3 clusters Score -1.653119e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -16531766.000000 Penalty: 5744.951660
	Iteration 22Q: 3 clusters Score -1.653177e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -16532269.000000 Penalty: 5744.951660
	Iteration 23Q: 3 clusters Score -1.653227e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -16532869.000000 Penalty: 5744.951660
	Iteration 24Q: 3 clusters Score -1.653287e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -16533215.000000 Penalty: 5744.951660
	Iteration 25Q: 3 clusters Score -1.653322e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -16533507.000000 Penalty: 5744.951660
	Iteration 26Q: 3 clusters Score -1.653351e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -16533853.000000 Penalty: 5744.951660
	Iteration 27Q: 3 clusters Score -1.653385e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -16534213.000000 Penalty: 5744.951660
	Iteration 28Q: 3 clusters Score -1.653421e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -16534540.000000 Penalty: 5744.951660
	Iteration 29Q: 3 clusters Score -1.653454e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -16534731.000000 Penalty: 5744.951660
	Iteration 30Q: 3 clusters Score -1.653473e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -16534943.000000 Penalty: 5744.951660
	Iteration 31Q: 3 clusters Score -1.653494e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -16535135.000000 Penalty: 5744.951660
	Iteration 32Q: 3 clusters Score -1.653514e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -16535288.000000 Penalty: 5744.951660
	Iteration 33Q: 3 clusters Score -1.653529e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -16535334.000000 Penalty: 5744.951660
	Iteration 34Q: 3 clusters Score -1.653533e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -16535425.000000 Penalty: 5744.951660
	Iteration 35Q: 3 clusters Score -1.653542e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -16535518.000000 Penalty: 5744.951660
	Iteration 36Q: 3 clusters Score -1.653552e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -16535536.000000 Penalty: 5744.951660
	Iteration 37Q: 3 clusters Score -1.653554e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -16535640.000000 Penalty: 5744.951660
	Iteration 38Q: 3 clusters Score -1.653564e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -16535690.000000 Penalty: 5744.951660
	Iteration 39Q: 3 clusters Score -1.653569e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -16535732.000000 Penalty: 5744.951660
	Iteration 40F: 3 clusters Score -1.653573e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -16535744.000000 Penalty: 5744.951660
	Iteration 41Q: 3 clusters Score -1.653574e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 105149 members 
Entering Unmasked Estep 
Score: -16535765.000000 Penalty: 5744.951660
	Iteration 42Q: 3 clusters Score -1.653576e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -16535829.000000 Penalty: 5744.951660
	Iteration 43Q: 3 clusters Score -1.653583e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -16535822.000000 Penalty: 5744.951660
	Iteration 44Q: 3 clusters Score -1.653582e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -16535840.000000 Penalty: 5744.951660
	Iteration 45Q: 3 clusters Score -1.653584e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -16535855.000000 Penalty: 5744.951660
	Iteration 46Q: 3 clusters Score -1.653586e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -16535852.000000 Penalty: 5744.951660
	Iteration 47Q: 3 clusters Score -1.653585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -16535875.000000 Penalty: 5744.951660
	Iteration 48Q: 3 clusters Score -1.653588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -16535876.000000 Penalty: 5744.951660
	Iteration 49Q: 3 clusters Score -1.653588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -16535870.000000 Penalty: 5744.951660
	Iteration 50Q: 3 clusters Score -1.653587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 105588 members 
Entering Unmasked Estep 
Score: -16535882.000000 Penalty: 5744.951660
	Iteration 51Q: 3 clusters Score -1.653588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -16535894.000000 Penalty: 5744.951660
	Iteration 52Q: 3 clusters Score -1.653589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 105619 members 
Entering Unmasked Estep 
Score: -16535894.000000 Penalty: 5744.951660
	Iteration 53Q: 3 clusters Score -1.653589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -16535903.000000 Penalty: 5744.951660
	Iteration 54Q: 3 clusters Score -1.65359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -16535912.000000 Penalty: 5744.951660
	Iteration 55Q: 3 clusters Score -1.653591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -16535916.000000 Penalty: 5744.951660
	Iteration 56Q: 3 clusters Score -1.653592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -16535915.000000 Penalty: 5744.951660
	Iteration 57Q: 3 clusters Score -1.653592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -16535921.000000 Penalty: 5744.951660
	Iteration 58Q: 3 clusters Score -1.653592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -16535930.000000 Penalty: 5744.951660
	Iteration 59Q: 3 clusters Score -1.653593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -16535933.000000 Penalty: 5744.951660
	Iteration 60F: 3 clusters Score -1.653593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -16535930.000000 Penalty: 5744.951660
	Iteration 61Q: 3 clusters Score -1.653593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -16535930.000000 Penalty: 5744.951660
	Iteration 62F: 3 clusters Score -1.653593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -489649.437500 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -489649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -486211.718750 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -486211.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -486931.937500 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -486931.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -487082.000000 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -487082 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487186.968750 Penalty: 4007.644043
	Iteration 3Q: 3 clusters Score -487187 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -487268.218750 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -487268.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -487309.437500 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -487309.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -487336.000000 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -487336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -487354.750000 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -487354.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -487374.875000 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -487374.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -487388.156250 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -487388.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -487397.937500 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -487397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -487402.375000 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -487402.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -487407.375000 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -487407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -487413.031250 Penalty: 4007.644043
	Iteration 13Q: 3 clusters Score -487413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -487421.531250 Penalty: 4007.644043
	Iteration 14Q: 3 clusters Score -487421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -487427.218750 Penalty: 4007.644043
	Iteration 15Q: 3 clusters Score -487427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -487429.343750 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -487429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -487431.187500 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -487431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -487433.187500 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -487433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487437.031250 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -487437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487440.500000 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -487440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487441.312500 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -487441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -487442.312500 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -487442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -487442.843750 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -487442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487444.625000 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -487444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -487445.781250 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -487445.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -487448.031250 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -487448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -487453.718750 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -487453.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -487458.593750 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -487458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -487462.343750 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -487462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -487463.218750 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -487463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -487465.031250 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -487465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -487465.812500 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -487465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -487468.468750 Penalty: 4007.644043
	Iteration 33Q: 3 clusters Score -487468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -487470.500000 Penalty: 4007.644043
	Iteration 34Q: 3 clusters Score -487470.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -487472.906250 Penalty: 4007.644043
	Iteration 35Q: 3 clusters Score -487472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -487473.593750 Penalty: 4007.644043
	Iteration 36Q: 3 clusters Score -487473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -487475.125000 Penalty: 4007.644043
	Iteration 37Q: 3 clusters Score -487475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487475.906250 Penalty: 4007.644043
	Iteration 38Q: 3 clusters Score -487475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487476.531250 Penalty: 4007.644043
	Iteration 39Q: 3 clusters Score -487476.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -487477.906250 Penalty: 4007.644043
	Iteration 40F: 3 clusters Score -487477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -487478.500000 Penalty: 4007.644043
	Iteration 41Q: 3 clusters Score -487478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -487478.437500 Penalty: 4007.644043
	Iteration 42Q: 3 clusters Score -487478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -487480.156250 Penalty: 4007.644043
	Iteration 43Q: 3 clusters Score -487480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -487481.343750 Penalty: 4007.644043
	Iteration 44Q: 3 clusters Score -487481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487482.218750 Penalty: 4007.644043
	Iteration 45Q: 3 clusters Score -487482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487482.375000 Penalty: 4007.644043
	Iteration 46Q: 3 clusters Score -487482.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -487483.968750 Penalty: 4007.644043
	Iteration 47Q: 3 clusters Score -487484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487484.375000 Penalty: 4007.644043
	Iteration 48Q: 3 clusters Score -487484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -487485.062500 Penalty: 4007.644043
	Iteration 49Q: 3 clusters Score -487485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -487485.562500 Penalty: 4007.644043
	Iteration 50Q: 3 clusters Score -487485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -487487.031250 Penalty: 4007.644043
	Iteration 51Q: 3 clusters Score -487487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -487488.437500 Penalty: 4007.644043
	Iteration 52Q: 3 clusters Score -487488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -487489.125000 Penalty: 4007.644043
	Iteration 53Q: 3 clusters Score -487489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -487490.000000 Penalty: 4007.644043
	Iteration 54Q: 3 clusters Score -487490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -487490.875000 Penalty: 4007.644043
	Iteration 55Q: 3 clusters Score -487490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -487491.375000 Penalty: 4007.644043
	Iteration 56Q: 3 clusters Score -487491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -487491.906250 Penalty: 4007.644043
	Iteration 57Q: 3 clusters Score -487491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -487492.406250 Penalty: 4007.644043
	Iteration 58Q: 3 clusters Score -487492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -487493.250000 Penalty: 4007.644043
	Iteration 59Q: 3 clusters Score -487493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -487494.562500 Penalty: 4007.644043
	Iteration 60F: 3 clusters Score -487494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -487496.468750 Penalty: 4007.644043
	Iteration 61Q: 3 clusters Score -487496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -487497.062500 Penalty: 4007.644043
	Iteration 62Q: 3 clusters Score -487497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -487497.343750 Penalty: 4007.644043
	Iteration 63Q: 3 clusters Score -487497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -487497.343750 Penalty: 4007.644043
	Iteration 64F: 3 clusters Score -487497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -434201.437500 Penalty: 2010.041260
	Iteration 0F: 2 clusters Score -434201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -430803.343750 Penalty: 4020.082520
	Iteration 0F: 3 clusters Score -430803.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -431660.718750 Penalty: 4020.082520
	Iteration 1F: 3 clusters Score -431660.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -431896.406250 Penalty: 4020.082520
	Iteration 2F: 3 clusters Score -431896.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -432076.531250 Penalty: 4020.082520
	Iteration 3F: 3 clusters Score -432076.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -432241.625000 Penalty: 4020.082520
	Iteration 4Q: 3 clusters Score -432241.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -432410.562500 Penalty: 4020.082520
	Iteration 5Q: 3 clusters Score -432410.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -432590.500000 Penalty: 4020.082520
	Iteration 6Q: 3 clusters Score -432590.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -432719.843750 Penalty: 4020.082520
	Iteration 7Q: 3 clusters Score -432719.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -432808.593750 Penalty: 4020.082520
	Iteration 8Q: 3 clusters Score -432808.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -432869.656250 Penalty: 4020.082520
	Iteration 9Q: 3 clusters Score -432869.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -432919.656250 Penalty: 4020.082520
	Iteration 10Q: 3 clusters Score -432919.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -432987.000000 Penalty: 4020.082520
	Iteration 11Q: 3 clusters Score -432987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -433035.687500 Penalty: 4020.082520
	Iteration 12Q: 3 clusters Score -433035.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -433056.531250 Penalty: 4020.082520
	Iteration 13Q: 3 clusters Score -433056.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -433071.531250 Penalty: 4020.082520
	Iteration 14Q: 3 clusters Score -433071.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -433080.312500 Penalty: 4020.082520
	Iteration 15Q: 3 clusters Score -433080.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -433090.125000 Penalty: 4020.082520
	Iteration 16Q: 3 clusters Score -433090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -433093.125000 Penalty: 4020.082520
	Iteration 17Q: 3 clusters Score -433093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -433095.218750 Penalty: 4020.082520
	Iteration 18Q: 3 clusters Score -433095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -433096.968750 Penalty: 4020.082520
	Iteration 19Q: 3 clusters Score -433097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -433100.156250 Penalty: 4020.082520
	Iteration 20F: 3 clusters Score -433100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -433105.562500 Penalty: 4020.082520
	Iteration 21Q: 3 clusters Score -433105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -433106.500000 Penalty: 4020.082520
	Iteration 22Q: 3 clusters Score -433106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -433109.125000 Penalty: 4020.082520
	Iteration 23Q: 3 clusters Score -433109.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -433112.843750 Penalty: 4020.082520
	Iteration 24Q: 3 clusters Score -433112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -433116.468750 Penalty: 4020.082520
	Iteration 25Q: 3 clusters Score -433116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -433118.718750 Penalty: 4020.082520
	Iteration 26Q: 3 clusters Score -433118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -433118.968750 Penalty: 4020.082520
	Iteration 27Q: 3 clusters Score -433119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -433118.468750 Penalty: 4020.082520
	Iteration 28Q: 3 clusters Score -433118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -433118.468750 Penalty: 4020.082520
	Iteration 29F: 3 clusters Score -433118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Entering Unmasked Estep 
Score: -1209048.375000 Penalty: 2229.907227
	Iteration 0F: 2 clusters Score -1209048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1202678.875000 Penalty: 4459.814453
	Iteration 0F: 3 clusters Score -1202679 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1204378.500000 Penalty: 4459.814453
	Iteration 1F: 3 clusters Score -1204378 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1204663.125000 Penalty: 4459.814453
	Iteration 2F: 3 clusters Score -1204663 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1204862.875000 Penalty: 4459.814453
	Iteration 3F: 3 clusters Score -1204863 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1205022.125000 Penalty: 4459.814453
	Iteration 4Q: 3 clusters Score -1205022 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1205166.375000 Penalty: 4459.814453
	Iteration 5Q: 3 clusters Score -1205166 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1205294.375000 Penalty: 4459.814453
	Iteration 6Q: 3 clusters Score -1205294 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1205425.375000 Penalty: 4459.814453
	Iteration 7Q: 3 clusters Score -1205425 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1205552.875000 Penalty: 4459.814453
	Iteration 8Q: 3 clusters Score -1205553 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1205708.375000 Penalty: 4459.814453
	Iteration 9Q: 3 clusters Score -1205708 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1205876.625000 Penalty: 4459.814453
	Iteration 10Q: 3 clusters Score -1205877 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1206051.875000 Penalty: 4459.814453
	Iteration 11Q: 3 clusters Score -1206052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1206226.250000 Penalty: 4459.814453
	Iteration 12Q: 3 clusters Score -1206226 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1206415.000000 Penalty: 4459.814453
	Iteration 13Q: 3 clusters Score -1206415 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1206575.000000 Penalty: 4459.814453
	Iteration 14Q: 3 clusters Score -1206575 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1206697.000000 Penalty: 4459.814453
	Iteration 15Q: 3 clusters Score -1206697 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1206821.125000 Penalty: 4459.814453
	Iteration 16Q: 3 clusters Score -1206821 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1206903.000000 Penalty: 4459.814453
	Iteration 17Q: 3 clusters Score -1206903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1206950.625000 Penalty: 4459.814453
	Iteration 18Q: 3 clusters Score -1206951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1206988.250000 Penalty: 4459.814453
	Iteration 19Q: 3 clusters Score -1206988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1207006.375000 Penalty: 4459.814453
	Iteration 20F: 3 clusters Score -1207006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1207023.375000 Penalty: 4459.814453
	Iteration 21Q: 3 clusters Score -1207023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1207041.000000 Penalty: 4459.814453
	Iteration 22Q: 3 clusters Score -1207041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1207060.375000 Penalty: 4459.814453
	Iteration 23Q: 3 clusters Score -1207060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1207078.250000 Penalty: 4459.814453
	Iteration 24Q: 3 clusters Score -1207078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1207089.375000 Penalty: 4459.814453
	Iteration 25Q: 3 clusters Score -1207089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1207100.000000 Penalty: 4459.814453
	Iteration 26Q: 3 clusters Score -1207100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1207105.125000 Penalty: 4459.814453
	Iteration 27Q: 3 clusters Score -1207105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1207109.750000 Penalty: 4459.814453
	Iteration 28Q: 3 clusters Score -1207110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1207115.125000 Penalty: 4459.814453
	Iteration 29Q: 3 clusters Score -1207115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1207122.500000 Penalty: 4459.814453
	Iteration 30Q: 3 clusters Score -1207122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1207126.000000 Penalty: 4459.814453
	Iteration 31Q: 3 clusters Score -1207126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1207129.750000 Penalty: 4459.814453
	Iteration 32Q: 3 clusters Score -1207130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1207131.875000 Penalty: 4459.814453
	Iteration 33Q: 3 clusters Score -1207132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1207135.875000 Penalty: 4459.814453
	Iteration 34Q: 3 clusters Score -1207136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1207139.000000 Penalty: 4459.814453
	Iteration 35Q: 3 clusters Score -1207139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1207139.000000 Penalty: 4459.814453
	Iteration 36F: 3 clusters Score -1207139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Entering Unmasked Estep 
Score: -1939942.875000 Penalty: 2363.861328
	Iteration 0F: 2 clusters Score -1939943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1929999.875000 Penalty: 4727.722656
	Iteration 0F: 3 clusters Score -1930000 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1933315.625000 Penalty: 4727.722656
	Iteration 1F: 3 clusters Score -1933316 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1934031.000000 Penalty: 4727.722656
	Iteration 2F: 3 clusters Score -1934031 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1934618.625000 Penalty: 4727.722656
	Iteration 3F: 3 clusters Score -1934619 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1935128.125000 Penalty: 4727.722656
	Iteration 4F: 3 clusters Score -1935128 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1935571.375000 Penalty: 4727.722656
	Iteration 5F: 3 clusters Score -1935571 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1935947.375000 Penalty: 4727.722656
	Iteration 6Q: 3 clusters Score -1935947 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1936238.500000 Penalty: 4727.722656
	Iteration 7Q: 3 clusters Score -1936238 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1936478.000000 Penalty: 4727.722656
	Iteration 8Q: 3 clusters Score -1936478 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1936689.875000 Penalty: 4727.722656
	Iteration 9Q: 3 clusters Score -1936690 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1936890.250000 Penalty: 4727.722656
	Iteration 10Q: 3 clusters Score -1936890 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1937098.125000 Penalty: 4727.722656
	Iteration 11Q: 3 clusters Score -1937098 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1937306.875000 Penalty: 4727.722656
	Iteration 12Q: 3 clusters Score -1937307 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1937484.000000 Penalty: 4727.722656
	Iteration 13Q: 3 clusters Score -1937484 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1937646.125000 Penalty: 4727.722656
	Iteration 14Q: 3 clusters Score -1937646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1937783.875000 Penalty: 4727.722656
	Iteration 15Q: 3 clusters Score -1937784 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1937897.000000 Penalty: 4727.722656
	Iteration 16Q: 3 clusters Score -1937897 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1937999.500000 Penalty: 4727.722656
	Iteration 17Q: 3 clusters Score -1938000 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1938083.375000 Penalty: 4727.722656
	Iteration 18Q: 3 clusters Score -1938083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1938173.375000 Penalty: 4727.722656
	Iteration 19Q: 3 clusters Score -1938173 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1938241.500000 Penalty: 4727.722656
	Iteration 20F: 3 clusters Score -1938242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1938313.875000 Penalty: 4727.722656
	Iteration 21Q: 3 clusters Score -1938314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1938367.750000 Penalty: 4727.722656
	Iteration 22Q: 3 clusters Score -1938368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1938411.875000 Penalty: 4727.722656
	Iteration 23Q: 3 clusters Score -1938412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1938449.500000 Penalty: 4727.722656
	Iteration 24Q: 3 clusters Score -1938450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1938485.750000 Penalty: 4727.722656
	Iteration 25Q: 3 clusters Score -1938486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1938529.500000 Penalty: 4727.722656
	Iteration 26Q: 3 clusters Score -1938530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1938556.250000 Penalty: 4727.722656
	Iteration 27Q: 3 clusters Score -1938556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1938572.750000 Penalty: 4727.722656
	Iteration 28Q: 3 clusters Score -1938573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1938585.625000 Penalty: 4727.722656
	Iteration 29Q: 3 clusters Score -1938586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1938594.625000 Penalty: 4727.722656
	Iteration 30Q: 3 clusters Score -1938595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1938601.125000 Penalty: 4727.722656
	Iteration 31Q: 3 clusters Score -1938601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1938615.000000 Penalty: 4727.722656
	Iteration 32Q: 3 clusters Score -1938615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1938623.250000 Penalty: 4727.722656
	Iteration 33Q: 3 clusters Score -1938623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1938624.500000 Penalty: 4727.722656
	Iteration 34Q: 3 clusters Score -1938624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1938628.250000 Penalty: 4727.722656
	Iteration 35Q: 3 clusters Score -1938628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1938629.000000 Penalty: 4727.722656
	Iteration 36Q: 3 clusters Score -1938629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1938627.500000 Penalty: 4727.722656
	Iteration 37Q: 3 clusters Score -1938628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1938627.500000 Penalty: 4727.722656
	Iteration 38F: 3 clusters Score -1938628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -21552.216797 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -21552.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20631.927734 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -20631.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20820.958984 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -20820.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20847.193359 Penalty: 2632.900635
	Iteration 2Q: 3 clusters Score -20847.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20861.388672 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -20861.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20871.935547 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -20871.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20877.095703 Penalty: 2632.900635
	Iteration 5Q: 3 clusters Score -20877.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20877.095703 Penalty: 2632.900635
	Iteration 6F: 3 clusters Score -20877.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Entering Unmasked Estep 
Score: -5476933.500000 Penalty: 2602.723145
	Iteration 0F: 2 clusters Score -5476934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5452419.500000 Penalty: 5205.446289
	Iteration 0F: 3 clusters Score -5452420 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -5461574.500000 Penalty: 5205.446289
	Iteration 1F: 3 clusters Score -5461574 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -5462165.000000 Penalty: 5205.446289
	Iteration 2Q: 3 clusters Score -5462165 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -5462730.500000 Penalty: 5205.446289
	Iteration 3Q: 3 clusters Score -5462730 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5463406.000000 Penalty: 5205.446289
	Iteration 4Q: 3 clusters Score -5463406 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5464121.000000 Penalty: 5205.446289
	Iteration 5Q: 3 clusters Score -5464121 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -5464923.000000 Penalty: 5205.446289
	Iteration 6F: 3 clusters Score -5464923 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5465784.000000 Penalty: 5205.446289
	Iteration 7Q: 3 clusters Score -5465784 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5466604.500000 Penalty: 5205.446289
	Iteration 8Q: 3 clusters Score -5466604 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5467547.500000 Penalty: 5205.446289
	Iteration 9Q: 3 clusters Score -5467548 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5468404.500000 Penalty: 5205.446289
	Iteration 10Q: 3 clusters Score -5468404 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -5469136.500000 Penalty: 5205.446289
	Iteration 11Q: 3 clusters Score -5469136 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5469808.500000 Penalty: 5205.446289
	Iteration 12Q: 3 clusters Score -5469808 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -5470374.000000 Penalty: 5205.446289
	Iteration 13Q: 3 clusters Score -5470374 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5470768.500000 Penalty: 5205.446289
	Iteration 14Q: 3 clusters Score -5470768 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5471134.000000 Penalty: 5205.446289
	Iteration 15Q: 3 clusters Score -5471134 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5471399.000000 Penalty: 5205.446289
	Iteration 16Q: 3 clusters Score -5471399 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5471658.000000 Penalty: 5205.446289
	Iteration 17Q: 3 clusters Score -5471658 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5471895.000000 Penalty: 5205.446289
	Iteration 18Q: 3 clusters Score -5471895 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5472106.000000 Penalty: 5205.446289
	Iteration 19Q: 3 clusters Score -5472106 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5472327.500000 Penalty: 5205.446289
	Iteration 20F: 3 clusters Score -5472328 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5472547.500000 Penalty: 5205.446289
	Iteration 21Q: 3 clusters Score -5472548 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5472737.000000 Penalty: 5205.446289
	Iteration 22Q: 3 clusters Score -5472737 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5472920.000000 Penalty: 5205.446289
	Iteration 23Q: 3 clusters Score -5472920 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5473127.000000 Penalty: 5205.446289
	Iteration 24Q: 3 clusters Score -5473127 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -5473319.500000 Penalty: 5205.446289
	Iteration 25Q: 3 clusters Score -5473320 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5473455.500000 Penalty: 5205.446289
	Iteration 26Q: 3 clusters Score -5473456 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5473563.000000 Penalty: 5205.446289
	Iteration 27Q: 3 clusters Score -5473563 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5473640.500000 Penalty: 5205.446289
	Iteration 28Q: 3 clusters Score -5473640 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5473709.000000 Penalty: 5205.446289
	Iteration 29Q: 3 clusters Score -5473709 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -5473779.500000 Penalty: 5205.446289
	Iteration 30Q: 3 clusters Score -5473780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -5473825.000000 Penalty: 5205.446289
	Iteration 31Q: 3 clusters Score -5473825 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5473877.000000 Penalty: 5205.446289
	Iteration 32Q: 3 clusters Score -5473877 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5473911.000000 Penalty: 5205.446289
	Iteration 33Q: 3 clusters Score -5473911 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5473975.500000 Penalty: 5205.446289
	Iteration 34Q: 3 clusters Score -5473976 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5474018.500000 Penalty: 5205.446289
	Iteration 35Q: 3 clusters Score -5474018 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -5474032.000000 Penalty: 5205.446289
	Iteration 36Q: 3 clusters Score -5474032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -5474050.500000 Penalty: 5205.446289
	Iteration 37Q: 3 clusters Score -5474050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -5474072.000000 Penalty: 5205.446289
	Iteration 38Q: 3 clusters Score -5474072 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5474101.500000 Penalty: 5205.446289
	Iteration 39Q: 3 clusters Score -5474102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5474111.500000 Penalty: 5205.446289
	Iteration 40F: 3 clusters Score -5474112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5474136.000000 Penalty: 5205.446289
	Iteration 41Q: 3 clusters Score -5474136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5474138.000000 Penalty: 5205.446289
	Iteration 42Q: 3 clusters Score -5474138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5474153.000000 Penalty: 5205.446289
	Iteration 43Q: 3 clusters Score -5474153 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5474170.000000 Penalty: 5205.446289
	Iteration 44Q: 3 clusters Score -5474170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5474185.000000 Penalty: 5205.446289
	Iteration 45Q: 3 clusters Score -5474185 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -5474197.000000 Penalty: 5205.446289
	Iteration 46Q: 3 clusters Score -5474197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5474207.500000 Penalty: 5205.446289
	Iteration 47Q: 3 clusters Score -5474208 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -5474242.000000 Penalty: 5205.446289
	Iteration 48Q: 3 clusters Score -5474242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5474246.000000 Penalty: 5205.446289
	Iteration 49Q: 3 clusters Score -5474246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5474276.000000 Penalty: 5205.446289
	Iteration 50Q: 3 clusters Score -5474276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -5474298.500000 Penalty: 5205.446289
	Iteration 51Q: 3 clusters Score -5474298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5474319.000000 Penalty: 5205.446289
	Iteration 52Q: 3 clusters Score -5474319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5474367.000000 Penalty: 5205.446289
	Iteration 53Q: 3 clusters Score -5474367 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -5474397.000000 Penalty: 5205.446289
	Iteration 54Q: 3 clusters Score -5474397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -5474430.500000 Penalty: 5205.446289
	Iteration 55Q: 3 clusters Score -5474430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -5474478.000000 Penalty: 5205.446289
	Iteration 56Q: 3 clusters Score -5474478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5474521.500000 Penalty: 5205.446289
	Iteration 57Q: 3 clusters Score -5474522 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5474579.000000 Penalty: 5205.446289
	Iteration 58Q: 3 clusters Score -5474579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5474634.500000 Penalty: 5205.446289
	Iteration 59Q: 3 clusters Score -5474634 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -5474666.500000 Penalty: 5205.446289
	Iteration 60F: 3 clusters Score -5474666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5474690.000000 Penalty: 5205.446289
	Iteration 61Q: 3 clusters Score -5474690 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -5474753.500000 Penalty: 5205.446289
	Iteration 62Q: 3 clusters Score -5474754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5474795.000000 Penalty: 5205.446289
	Iteration 63Q: 3 clusters Score -5474795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -5474840.500000 Penalty: 5205.446289
	Iteration 64Q: 3 clusters Score -5474840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -5474886.000000 Penalty: 5205.446289
	Iteration 65Q: 3 clusters Score -5474886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -5474909.500000 Penalty: 5205.446289
	Iteration 66Q: 3 clusters Score -5474910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5474913.000000 Penalty: 5205.446289
	Iteration 67Q: 3 clusters Score -5474913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5474923.000000 Penalty: 5205.446289
	Iteration 68Q: 3 clusters Score -5474923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -5474935.500000 Penalty: 5205.446289
	Iteration 69Q: 3 clusters Score -5474936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5474950.000000 Penalty: 5205.446289
	Iteration 70Q: 3 clusters Score -5474950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -5474947.000000 Penalty: 5205.446289
	Iteration 71Q: 3 clusters Score -5474947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -5474984.000000 Penalty: 5205.446289
	Iteration 72Q: 3 clusters Score -5474984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -5474996.500000 Penalty: 5205.446289
	Iteration 73Q: 3 clusters Score -5474996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5475008.500000 Penalty: 5205.446289
	Iteration 74Q: 3 clusters Score -5475008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -5475034.500000 Penalty: 5205.446289
	Iteration 75Q: 3 clusters Score -5475034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -5475036.500000 Penalty: 5205.446289
	Iteration 76Q: 3 clusters Score -5475036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5475031.500000 Penalty: 5205.446289
	Iteration 77Q: 3 clusters Score -5475032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -5475044.500000 Penalty: 5205.446289
	Iteration 78Q: 3 clusters Score -5475044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -5475048.000000 Penalty: 5205.446289
	Iteration 79Q: 3 clusters Score -5475048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -5475044.500000 Penalty: 5205.446289
	Iteration 80F: 3 clusters Score -5475044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -5475047.000000 Penalty: 5205.446289
	Iteration 81Q: 3 clusters Score -5475047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -5475056.000000 Penalty: 5205.446289
	Iteration 82Q: 3 clusters Score -5475056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -5475060.500000 Penalty: 5205.446289
	Iteration 83Q: 3 clusters Score -5475060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -5475061.500000 Penalty: 5205.446289
	Iteration 84Q: 3 clusters Score -5475062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -5475064.000000 Penalty: 5205.446289
	Iteration 85Q: 3 clusters Score -5475064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -5475064.000000 Penalty: 5205.446289
	Iteration 86Q: 3 clusters Score -5475064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -5475061.500000 Penalty: 5205.446289
	Iteration 87Q: 3 clusters Score -5475062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -5475066.000000 Penalty: 5205.446289
	Iteration 88Q: 3 clusters Score -5475066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -5475059.500000 Penalty: 5205.446289
	Iteration 89Q: 3 clusters Score -5475060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -5475057.500000 Penalty: 5205.446289
	Iteration 90Q: 3 clusters Score -5475058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5475050.000000 Penalty: 5205.446289
	Iteration 91Q: 3 clusters Score -5475050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -5475054.000000 Penalty: 5205.446289
	Iteration 92Q: 3 clusters Score -5475054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5475051.000000 Penalty: 5205.446289
	Iteration 93Q: 3 clusters Score -5475051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5475051.000000 Penalty: 5205.446289
	Iteration 94F: 3 clusters Score -5475051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Entering Unmasked Estep 
Score: -2808066.500000 Penalty: 2449.913086
	Iteration 0F: 2 clusters Score -2808066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2794404.750000 Penalty: 4899.826172
	Iteration 0F: 3 clusters Score -2794405 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2799199.250000 Penalty: 4899.826172
	Iteration 1F: 3 clusters Score -2799199 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2799836.750000 Penalty: 4899.826172
	Iteration 2F: 3 clusters Score -2799837 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2800445.750000 Penalty: 4899.826172
	Iteration 3F: 3 clusters Score -2800446 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2801023.750000 Penalty: 4899.826172
	Iteration 4F: 3 clusters Score -2801024 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2801602.000000 Penalty: 4899.826172
	Iteration 5F: 3 clusters Score -2801602 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2802105.250000 Penalty: 4899.826172
	Iteration 6Q: 3 clusters Score -2802105 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2802574.500000 Penalty: 4899.826172
	Iteration 7Q: 3 clusters Score -2802574 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2802935.250000 Penalty: 4899.826172
	Iteration 8Q: 3 clusters Score -2802935 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2803243.500000 Penalty: 4899.826172
	Iteration 9Q: 3 clusters Score -2803244 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2803487.750000 Penalty: 4899.826172
	Iteration 10Q: 3 clusters Score -2803488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2803729.750000 Penalty: 4899.826172
	Iteration 11Q: 3 clusters Score -2803730 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2803949.750000 Penalty: 4899.826172
	Iteration 12Q: 3 clusters Score -2803950 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2804163.000000 Penalty: 4899.826172
	Iteration 13Q: 3 clusters Score -2804163 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2804352.000000 Penalty: 4899.826172
	Iteration 14Q: 3 clusters Score -2804352 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2804506.250000 Penalty: 4899.826172
	Iteration 15Q: 3 clusters Score -2804506 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2804695.000000 Penalty: 4899.826172
	Iteration 16Q: 3 clusters Score -2804695 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2804889.750000 Penalty: 4899.826172
	Iteration 17Q: 3 clusters Score -2804890 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2805079.000000 Penalty: 4899.826172
	Iteration 18Q: 3 clusters Score -2805079 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2805270.000000 Penalty: 4899.826172
	Iteration 19Q: 3 clusters Score -2805270 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2805456.500000 Penalty: 4899.826172
	Iteration 20F: 3 clusters Score -2805456 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2805630.250000 Penalty: 4899.826172
	Iteration 21Q: 3 clusters Score -2805630 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2805746.750000 Penalty: 4899.826172
	Iteration 22Q: 3 clusters Score -2805747 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2805843.750000 Penalty: 4899.826172
	Iteration 23Q: 3 clusters Score -2805844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2805932.000000 Penalty: 4899.826172
	Iteration 24Q: 3 clusters Score -2805932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2805990.500000 Penalty: 4899.826172
	Iteration 25Q: 3 clusters Score -2805990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2806040.250000 Penalty: 4899.826172
	Iteration 26Q: 3 clusters Score -2806040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2806092.750000 Penalty: 4899.826172
	Iteration 27Q: 3 clusters Score -2806093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2806133.500000 Penalty: 4899.826172
	Iteration 28Q: 3 clusters Score -2806134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2806183.750000 Penalty: 4899.826172
	Iteration 29Q: 3 clusters Score -2806184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2806229.000000 Penalty: 4899.826172
	Iteration 30Q: 3 clusters Score -2806229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2806265.750000 Penalty: 4899.826172
	Iteration 31Q: 3 clusters Score -2806266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2806282.250000 Penalty: 4899.826172
	Iteration 32Q: 3 clusters Score -2806282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2806302.250000 Penalty: 4899.826172
	Iteration 33Q: 3 clusters Score -2806302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2806323.750000 Penalty: 4899.826172
	Iteration 34Q: 3 clusters Score -2806324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2806333.000000 Penalty: 4899.826172
	Iteration 35Q: 3 clusters Score -2806333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2806342.750000 Penalty: 4899.826172
	Iteration 36Q: 3 clusters Score -2806343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2806358.750000 Penalty: 4899.826172
	Iteration 37Q: 3 clusters Score -2806359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2806357.750000 Penalty: 4899.826172
	Iteration 38Q: 3 clusters Score -2806358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2806361.250000 Penalty: 4899.826172
	Iteration 39Q: 3 clusters Score -2806361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2806365.750000 Penalty: 4899.826172
	Iteration 40F: 3 clusters Score -2806366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2806369.000000 Penalty: 4899.826172
	Iteration 41Q: 3 clusters Score -2806369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2806376.250000 Penalty: 4899.826172
	Iteration 42Q: 3 clusters Score -2806376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2806377.750000 Penalty: 4899.826172
	Iteration 43Q: 3 clusters Score -2806378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2806380.250000 Penalty: 4899.826172
	Iteration 44Q: 3 clusters Score -2806380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2806386.750000 Penalty: 4899.826172
	Iteration 45Q: 3 clusters Score -2806387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2806386.250000 Penalty: 4899.826172
	Iteration 46Q: 3 clusters Score -2806386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2806387.750000 Penalty: 4899.826172
	Iteration 47Q: 3 clusters Score -2806388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2806388.750000 Penalty: 4899.826172
	Iteration 48Q: 3 clusters Score -2806389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2806388.250000 Penalty: 4899.826172
	Iteration 49Q: 3 clusters Score -2806388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2806387.500000 Penalty: 4899.826172
	Iteration 50Q: 3 clusters Score -2806388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2806388.500000 Penalty: 4899.826172
	Iteration 51Q: 3 clusters Score -2806388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2806391.250000 Penalty: 4899.826172
	Iteration 52Q: 3 clusters Score -2806391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2806391.250000 Penalty: 4899.826172
	Iteration 53Q: 3 clusters Score -2806391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2806391.250000 Penalty: 4899.826172
	Iteration 54F: 3 clusters Score -2806391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -282792.156250 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -282792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -280226.281250 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -280226.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -280663.937500 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -280663.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280774.531250 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -280774.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -280840.593750 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -280840.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -280884.281250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -280884.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280907.156250 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -280907.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280916.781250 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -280916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -280921.843750 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -280921.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -280927.406250 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -280927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -280933.375000 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -280933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -280938.625000 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -280938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -280942.593750 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -280942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -280948.250000 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -280948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -280953.687500 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -280953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -280956.437500 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -280956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280959.125000 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -280959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -280961.593750 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -280961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -280962.312500 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -280962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280964.468750 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -280964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -280966.468750 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -280966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280968.875000 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -280968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -280969.875000 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -280969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -280970.531250 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -280970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -280970.531250 Penalty: 3729.229248
	Iteration 23F: 3 clusters Score -280970.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -126772.679688 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -126772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124891.109375 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -124891.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125184.460938 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -125184.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125322.250000 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -125322.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125481.140625 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -125481.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125623.117188 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -125623.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -125746.734375 Penalty: 3391.848877
	Iteration 5F: 3 clusters Score -125746.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125817.703125 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -125817.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125860.390625 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -125860.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125878.601562 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -125878.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125897.492188 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -125897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125920.328125 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -125920.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125932.945312 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -125932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125934.015625 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -125934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125934.015625 Penalty: 3391.848877
	Iteration 13F: 3 clusters Score -125934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -106615.804688 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -106615.8 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 402 members 
Entering Unmasked Estep 
Score: -104886.843750 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -104886.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105293.187500 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -105293.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105590.710938 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -105590.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105989.085938 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -105989.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -106262.070312 Penalty: 3321.116211
	Iteration 4F: 3 clusters Score -106262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106357.148438 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -106357.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106431.671875 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -106431.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106463.210938 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -106463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106477.304688 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -106477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106480.140625 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -106480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106480.140625 Penalty: 3321.116211
	Iteration 10F: 3 clusters Score -106480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -1273160.250000 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -1273160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1266542.500000 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -1266542 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1268403.500000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -1268404 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1268709.875000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -1268710 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1268938.500000 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -1268938 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1269144.500000 Penalty: 4482.675293
	Iteration 4Q: 3 clusters Score -1269144 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1269290.625000 Penalty: 4482.675293
	Iteration 5Q: 3 clusters Score -1269291 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1269445.250000 Penalty: 4482.675293
	Iteration 6Q: 3 clusters Score -1269445 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1269629.500000 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -1269630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1269853.000000 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -1269853 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1270054.625000 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -1270055 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1270256.500000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -1270256 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1270452.250000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -1270452 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1270621.125000 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -1270621 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1270767.125000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -1270767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1270873.125000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -1270873 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1270959.625000 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -1270960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1271004.875000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -1271005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1271052.000000 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -1271052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1271091.750000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -1271092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1271121.750000 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -1271122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1271147.000000 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -1271147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1271167.375000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -1271167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1271185.000000 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -1271185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1271199.875000 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -1271200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1271214.625000 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -1271215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1271232.000000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -1271232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1271249.875000 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -1271250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1271264.250000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -1271264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1271282.625000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -1271283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1271291.750000 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -1271292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1271305.375000 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -1271305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1271318.750000 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -1271319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1271329.000000 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -1271329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1271333.250000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -1271333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1271339.250000 Penalty: 4482.675293
	Iteration 34Q: 3 clusters Score -1271339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1271341.750000 Penalty: 4482.675293
	Iteration 35Q: 3 clusters Score -1271342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1271349.375000 Penalty: 4482.675293
	Iteration 36Q: 3 clusters Score -1271349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1271353.750000 Penalty: 4482.675293
	Iteration 37Q: 3 clusters Score -1271354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1271354.875000 Penalty: 4482.675293
	Iteration 38Q: 3 clusters Score -1271355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1271359.000000 Penalty: 4482.675293
	Iteration 39Q: 3 clusters Score -1271359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1271360.875000 Penalty: 4482.675293
	Iteration 40F: 3 clusters Score -1271361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1271362.125000 Penalty: 4482.675293
	Iteration 41Q: 3 clusters Score -1271362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1271364.875000 Penalty: 4482.675293
	Iteration 42Q: 3 clusters Score -1271365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1271365.875000 Penalty: 4482.675293
	Iteration 43Q: 3 clusters Score -1271366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1271366.750000 Penalty: 4482.675293
	Iteration 44Q: 3 clusters Score -1271367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1271368.750000 Penalty: 4482.675293
	Iteration 45Q: 3 clusters Score -1271369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1271373.250000 Penalty: 4482.675293
	Iteration 46Q: 3 clusters Score -1271373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1271376.625000 Penalty: 4482.675293
	Iteration 47Q: 3 clusters Score -1271377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1271375.875000 Penalty: 4482.675293
	Iteration 48Q: 3 clusters Score -1271376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1271379.625000 Penalty: 4482.675293
	Iteration 49Q: 3 clusters Score -1271380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1271379.625000 Penalty: 4482.675293
	Iteration 50F: 3 clusters Score -1271380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Entering Unmasked Estep 
Score: -2401188.250000 Penalty: 2397.118652
	Iteration 0F: 2 clusters Score -2401188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2389822.750000 Penalty: 4794.237305
	Iteration 0F: 3 clusters Score -2389823 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2393363.250000 Penalty: 4794.237305
	Iteration 1F: 3 clusters Score -2393363 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2393768.250000 Penalty: 4794.237305
	Iteration 2F: 3 clusters Score -2393768 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2394106.000000 Penalty: 4794.237305
	Iteration 3Q: 3 clusters Score -2394106 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2394476.500000 Penalty: 4794.237305
	Iteration 4Q: 3 clusters Score -2394476 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2394944.750000 Penalty: 4794.237305
	Iteration 5Q: 3 clusters Score -2394945 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2395595.000000 Penalty: 4794.237305
	Iteration 6F: 3 clusters Score -2395595 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2396407.500000 Penalty: 4794.237305
	Iteration 7F: 3 clusters Score -2396408 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2397367.750000 Penalty: 4794.237305
	Iteration 8F: 3 clusters Score -2397368 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2398458.750000 Penalty: 4794.237305
	Iteration 9F: 3 clusters Score -2398459 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2399375.000000 Penalty: 4794.237305
	Iteration 10F: 3 clusters Score -2399375 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2399923.000000 Penalty: 4794.237305
	Iteration 11Q: 3 clusters Score -2399923 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2400182.000000 Penalty: 4794.237305
	Iteration 12Q: 3 clusters Score -2400182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2400298.000000 Penalty: 4794.237305
	Iteration 13Q: 3 clusters Score -2400298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2400395.500000 Penalty: 4794.237305
	Iteration 14Q: 3 clusters Score -2400396 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2400454.250000 Penalty: 4794.237305
	Iteration 15Q: 3 clusters Score -2400454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2400498.500000 Penalty: 4794.237305
	Iteration 16Q: 3 clusters Score -2400498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2400556.750000 Penalty: 4794.237305
	Iteration 17Q: 3 clusters Score -2400557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2400615.500000 Penalty: 4794.237305
	Iteration 18Q: 3 clusters Score -2400616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2400650.500000 Penalty: 4794.237305
	Iteration 19Q: 3 clusters Score -2400650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2400673.000000 Penalty: 4794.237305
	Iteration 20F: 3 clusters Score -2400673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2400685.000000 Penalty: 4794.237305
	Iteration 21Q: 3 clusters Score -2400685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2400698.250000 Penalty: 4794.237305
	Iteration 22Q: 3 clusters Score -2400698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2400702.000000 Penalty: 4794.237305
	Iteration 23Q: 3 clusters Score -2400702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2400707.500000 Penalty: 4794.237305
	Iteration 24Q: 3 clusters Score -2400708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2400711.000000 Penalty: 4794.237305
	Iteration 25Q: 3 clusters Score -2400711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2400710.000000 Penalty: 4794.237305
	Iteration 26Q: 3 clusters Score -2400710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2400715.250000 Penalty: 4794.237305
	Iteration 27Q: 3 clusters Score -2400715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2400716.000000 Penalty: 4794.237305
	Iteration 28Q: 3 clusters Score -2400716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2400721.750000 Penalty: 4794.237305
	Iteration 29Q: 3 clusters Score -2400722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2400725.750000 Penalty: 4794.237305
	Iteration 30Q: 3 clusters Score -2400726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2400725.750000 Penalty: 4794.237305
	Iteration 31Q: 3 clusters Score -2400726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2400722.250000 Penalty: 4794.237305
	Iteration 32Q: 3 clusters Score -2400722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2400725.750000 Penalty: 4794.237305
	Iteration 33Q: 3 clusters Score -2400726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2400725.500000 Penalty: 4794.237305
	Iteration 34Q: 3 clusters Score -2400726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2400727.500000 Penalty: 4794.237305
	Iteration 35Q: 3 clusters Score -2400728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2400731.250000 Penalty: 4794.237305
	Iteration 36Q: 3 clusters Score -2400731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2400734.500000 Penalty: 4794.237305
	Iteration 37Q: 3 clusters Score -2400734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2400735.000000 Penalty: 4794.237305
	Iteration 38Q: 3 clusters Score -2400735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2400734.500000 Penalty: 4794.237305
	Iteration 39Q: 3 clusters Score -2400734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2400744.500000 Penalty: 4794.237305
	Iteration 40F: 3 clusters Score -2400744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2400748.000000 Penalty: 4794.237305
	Iteration 41Q: 3 clusters Score -2400748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2400747.500000 Penalty: 4794.237305
	Iteration 42Q: 3 clusters Score -2400748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2400752.500000 Penalty: 4794.237305
	Iteration 43Q: 3 clusters Score -2400752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2400753.000000 Penalty: 4794.237305
	Iteration 44Q: 3 clusters Score -2400753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2400749.500000 Penalty: 4794.237305
	Iteration 45Q: 3 clusters Score -2400750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2400751.750000 Penalty: 4794.237305
	Iteration 46Q: 3 clusters Score -2400752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2400752.500000 Penalty: 4794.237305
	Iteration 47Q: 3 clusters Score -2400752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2400754.250000 Penalty: 4794.237305
	Iteration 48Q: 3 clusters Score -2400754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2400757.750000 Penalty: 4794.237305
	Iteration 49Q: 3 clusters Score -2400758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2400761.000000 Penalty: 4794.237305
	Iteration 50Q: 3 clusters Score -2400761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2400763.500000 Penalty: 4794.237305
	Iteration 51Q: 3 clusters Score -2400764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2400763.500000 Penalty: 4794.237305
	Iteration 52Q: 3 clusters Score -2400764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2400762.750000 Penalty: 4794.237305
	Iteration 53Q: 3 clusters Score -2400763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2400765.000000 Penalty: 4794.237305
	Iteration 54Q: 3 clusters Score -2400765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2400764.750000 Penalty: 4794.237305
	Iteration 55Q: 3 clusters Score -2400765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2400764.750000 Penalty: 4794.237305
	Iteration 56F: 3 clusters Score -2400765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (115695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Entering Unmasked Estep 
Score: -17803120.000000 Penalty: 2891.360596
	Iteration 0F: 2 clusters Score -1.780312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -17729266.000000 Penalty: 5782.721191
	Iteration 0F: 3 clusters Score -1.772927e+07 nChanged 55112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -17761210.000000 Penalty: 5782.721191
	Iteration 1F: 3 clusters Score -1.776121e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -17762614.000000 Penalty: 5782.721191
	Iteration 2Q: 3 clusters Score -1.776261e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -17764492.000000 Penalty: 5782.721191
	Iteration 3Q: 3 clusters Score -1.776449e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -17767142.000000 Penalty: 5782.721191
	Iteration 4Q: 3 clusters Score -1.776714e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -17770410.000000 Penalty: 5782.721191
	Iteration 5F: 3 clusters Score -1.777041e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -17774800.000000 Penalty: 5782.721191
	Iteration 6F: 3 clusters Score -1.77748e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -17779920.000000 Penalty: 5782.721191
	Iteration 7F: 3 clusters Score -1.777992e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -17784870.000000 Penalty: 5782.721191
	Iteration 8F: 3 clusters Score -1.778487e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -17788320.000000 Penalty: 5782.721191
	Iteration 9F: 3 clusters Score -1.778832e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -17790038.000000 Penalty: 5782.721191
	Iteration 10Q: 3 clusters Score -1.779004e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -17790810.000000 Penalty: 5782.721191
	Iteration 11Q: 3 clusters Score -1.779081e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -17791346.000000 Penalty: 5782.721191
	Iteration 12Q: 3 clusters Score -1.779135e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -17791648.000000 Penalty: 5782.721191
	Iteration 13Q: 3 clusters Score -1.779165e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -17791982.000000 Penalty: 5782.721191
	Iteration 14Q: 3 clusters Score -1.779198e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -17792334.000000 Penalty: 5782.721191
	Iteration 15Q: 3 clusters Score -1.779233e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -17792726.000000 Penalty: 5782.721191
	Iteration 16Q: 3 clusters Score -1.779273e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -17793130.000000 Penalty: 5782.721191
	Iteration 17Q: 3 clusters Score -1.779313e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -17793480.000000 Penalty: 5782.721191
	Iteration 18Q: 3 clusters Score -1.779348e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -17793810.000000 Penalty: 5782.721191
	Iteration 19Q: 3 clusters Score -1.779381e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -17794026.000000 Penalty: 5782.721191
	Iteration 20F: 3 clusters Score -1.779403e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -17794288.000000 Penalty: 5782.721191
	Iteration 21Q: 3 clusters Score -1.779429e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -17794560.000000 Penalty: 5782.721191
	Iteration 22Q: 3 clusters Score -1.779456e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -17794772.000000 Penalty: 5782.721191
	Iteration 23Q: 3 clusters Score -1.779477e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -17795004.000000 Penalty: 5782.721191
	Iteration 24Q: 3 clusters Score -1.7795e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -17795172.000000 Penalty: 5782.721191
	Iteration 25Q: 3 clusters Score -1.779517e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -17795296.000000 Penalty: 5782.721191
	Iteration 26Q: 3 clusters Score -1.77953e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -17795400.000000 Penalty: 5782.721191
	Iteration 27Q: 3 clusters Score -1.77954e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -17795458.000000 Penalty: 5782.721191
	Iteration 28Q: 3 clusters Score -1.779546e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -17795498.000000 Penalty: 5782.721191
	Iteration 29Q: 3 clusters Score -1.77955e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -17795530.000000 Penalty: 5782.721191
	Iteration 30Q: 3 clusters Score -1.779553e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -17795540.000000 Penalty: 5782.721191
	Iteration 31Q: 3 clusters Score -1.779554e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -17795554.000000 Penalty: 5782.721191
	Iteration 32Q: 3 clusters Score -1.779555e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -17795638.000000 Penalty: 5782.721191
	Iteration 33Q: 3 clusters Score -1.779564e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -17795652.000000 Penalty: 5782.721191
	Iteration 34Q: 3 clusters Score -1.779565e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -17795694.000000 Penalty: 5782.721191
	Iteration 35Q: 3 clusters Score -1.779569e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -17795706.000000 Penalty: 5782.721191
	Iteration 36Q: 3 clusters Score -1.779571e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -17795684.000000 Penalty: 5782.721191
	Iteration 37Q: 3 clusters Score -1.779568e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -17795664.000000 Penalty: 5782.721191
	Iteration 38Q: 3 clusters Score -1.779566e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -17795724.000000 Penalty: 5782.721191
	Iteration 39Q: 3 clusters Score -1.779572e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -17795704.000000 Penalty: 5782.721191
	Iteration 40F: 3 clusters Score -1.77957e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -17795720.000000 Penalty: 5782.721191
	Iteration 41Q: 3 clusters Score -1.779572e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -17795710.000000 Penalty: 5782.721191
	Iteration 42Q: 3 clusters Score -1.779571e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -17795808.000000 Penalty: 5782.721191
	Iteration 43Q: 3 clusters Score -1.779581e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -17795788.000000 Penalty: 5782.721191
	Iteration 44Q: 3 clusters Score -1.779579e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -17795790.000000 Penalty: 5782.721191
	Iteration 45Q: 3 clusters Score -1.779579e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -17795852.000000 Penalty: 5782.721191
	Iteration 46Q: 3 clusters Score -1.779585e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -17795876.000000 Penalty: 5782.721191
	Iteration 47Q: 3 clusters Score -1.779588e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -17795906.000000 Penalty: 5782.721191
	Iteration 48Q: 3 clusters Score -1.779591e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -17795892.000000 Penalty: 5782.721191
	Iteration 49Q: 3 clusters Score -1.779589e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -17795956.000000 Penalty: 5782.721191
	Iteration 50Q: 3 clusters Score -1.779596e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -17795944.000000 Penalty: 5782.721191
	Iteration 51Q: 3 clusters Score -1.779594e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -17795996.000000 Penalty: 5782.721191
	Iteration 52Q: 3 clusters Score -1.7796e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 66373 members 
Entering Unmasked Estep 
Score: -17796048.000000 Penalty: 5782.721191
	Iteration 53Q: 3 clusters Score -1.779605e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -17796108.000000 Penalty: 5782.721191
	Iteration 54Q: 3 clusters Score -1.779611e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -17796144.000000 Penalty: 5782.721191
	Iteration 55Q: 3 clusters Score -1.779614e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -17796144.000000 Penalty: 5782.721191
	Iteration 56Q: 3 clusters Score -1.779614e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -17796206.000000 Penalty: 5782.721191
	Iteration 57Q: 3 clusters Score -1.779621e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -17796262.000000 Penalty: 5782.721191
	Iteration 58Q: 3 clusters Score -1.779626e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -17796332.000000 Penalty: 5782.721191
	Iteration 59Q: 3 clusters Score -1.779633e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -17796368.000000 Penalty: 5782.721191
	Iteration 60F: 3 clusters Score -1.779637e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -17796382.000000 Penalty: 5782.721191
	Iteration 61Q: 3 clusters Score -1.779638e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -17796462.000000 Penalty: 5782.721191
	Iteration 62Q: 3 clusters Score -1.779646e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -17796488.000000 Penalty: 5782.721191
	Iteration 63Q: 3 clusters Score -1.779649e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -17796592.000000 Penalty: 5782.721191
	Iteration 64Q: 3 clusters Score -1.779659e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -17796674.000000 Penalty: 5782.721191
	Iteration 65Q: 3 clusters Score -1.779667e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -17796762.000000 Penalty: 5782.721191
	Iteration 66Q: 3 clusters Score -1.779676e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -17796844.000000 Penalty: 5782.721191
	Iteration 67Q: 3 clusters Score -1.779684e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -17796944.000000 Penalty: 5782.721191
	Iteration 68Q: 3 clusters Score -1.779694e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -17796984.000000 Penalty: 5782.721191
	Iteration 69Q: 3 clusters Score -1.779698e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -17797066.000000 Penalty: 5782.721191
	Iteration 70Q: 3 clusters Score -1.779707e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -17797224.000000 Penalty: 5782.721191
	Iteration 71Q: 3 clusters Score -1.779722e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -17797384.000000 Penalty: 5782.721191
	Iteration 72Q: 3 clusters Score -1.779738e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -17797428.000000 Penalty: 5782.721191
	Iteration 73Q: 3 clusters Score -1.779743e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -17797466.000000 Penalty: 5782.721191
	Iteration 74Q: 3 clusters Score -1.779747e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -17797576.000000 Penalty: 5782.721191
	Iteration 75Q: 3 clusters Score -1.779758e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 81628 members 
Entering Unmasked Estep 
Score: -17797796.000000 Penalty: 5782.721191
	Iteration 76Q: 3 clusters Score -1.77978e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -17797942.000000 Penalty: 5782.721191
	Iteration 77Q: 3 clusters Score -1.779794e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -17798062.000000 Penalty: 5782.721191
	Iteration 78Q: 3 clusters Score -1.779806e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -17798264.000000 Penalty: 5782.721191
	Iteration 79Q: 3 clusters Score -1.779826e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -17798500.000000 Penalty: 5782.721191
	Iteration 80F: 3 clusters Score -1.77985e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -17798660.000000 Penalty: 5782.721191
	Iteration 81Q: 3 clusters Score -1.779866e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -17798846.000000 Penalty: 5782.721191
	Iteration 82Q: 3 clusters Score -1.779885e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 89721 members 
Entering Unmasked Estep 
Score: -17799024.000000 Penalty: 5782.721191
	Iteration 83Q: 3 clusters Score -1.779902e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -17799290.000000 Penalty: 5782.721191
	Iteration 84Q: 3 clusters Score -1.779929e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -17799544.000000 Penalty: 5782.721191
	Iteration 85Q: 3 clusters Score -1.779954e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -17799834.000000 Penalty: 5782.721191
	Iteration 86Q: 3 clusters Score -1.779983e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -17800112.000000 Penalty: 5782.721191
	Iteration 87Q: 3 clusters Score -1.780011e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -17800424.000000 Penalty: 5782.721191
	Iteration 88Q: 3 clusters Score -1.780042e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -17800800.000000 Penalty: 5782.721191
	Iteration 89Q: 3 clusters Score -1.78008e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -17801076.000000 Penalty: 5782.721191
	Iteration 90Q: 3 clusters Score -1.780108e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -17801518.000000 Penalty: 5782.721191
	Iteration 91Q: 3 clusters Score -1.780152e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -17801838.000000 Penalty: 5782.721191
	Iteration 92Q: 3 clusters Score -1.780184e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -17802096.000000 Penalty: 5782.721191
	Iteration 93Q: 3 clusters Score -1.78021e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -17802314.000000 Penalty: 5782.721191
	Iteration 94Q: 3 clusters Score -1.780231e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -17802420.000000 Penalty: 5782.721191
	Iteration 95Q: 3 clusters Score -1.780242e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 109129 members 
Entering Unmasked Estep 
Score: -17802412.000000 Penalty: 5782.721191
	Iteration 96Q: 3 clusters Score -1.780241e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 109911 members 
Entering Unmasked Estep 
Score: -17802410.000000 Penalty: 5782.721191
	Iteration 97Q: 3 clusters Score -1.780241e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -17802332.000000 Penalty: 5782.721191
	Iteration 98Q: 3 clusters Score -1.780233e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -17802224.000000 Penalty: 5782.721191
	Iteration 99Q: 3 clusters Score -1.780222e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 111247 members 
Entering Unmasked Estep 
Score: -17802322.000000 Penalty: 5782.721191
	Iteration 100F: 3 clusters Score -1.780232e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -17802264.000000 Penalty: 5782.721191
	Iteration 101Q: 3 clusters Score -1.780226e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -17802252.000000 Penalty: 5782.721191
	Iteration 102Q: 3 clusters Score -1.780225e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 112400 members 
Entering Unmasked Estep 
Score: -17802292.000000 Penalty: 5782.721191
	Iteration 103Q: 3 clusters Score -1.780229e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -17802256.000000 Penalty: 5782.721191
	Iteration 104Q: 3 clusters Score -1.780226e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -17802226.000000 Penalty: 5782.721191
	Iteration 105Q: 3 clusters Score -1.780223e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -17802230.000000 Penalty: 5782.721191
	Iteration 106Q: 3 clusters Score -1.780223e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -17802200.000000 Penalty: 5782.721191
	Iteration 107Q: 3 clusters Score -1.78022e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -17802202.000000 Penalty: 5782.721191
	Iteration 108Q: 3 clusters Score -1.78022e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -17802182.000000 Penalty: 5782.721191
	Iteration 109Q: 3 clusters Score -1.780218e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -17802156.000000 Penalty: 5782.721191
	Iteration 110Q: 3 clusters Score -1.780216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -17802122.000000 Penalty: 5782.721191
	Iteration 111Q: 3 clusters Score -1.780212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -17802098.000000 Penalty: 5782.721191
	Iteration 112Q: 3 clusters Score -1.78021e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 113560 members 
Entering Unmasked Estep 
Score: -17802070.000000 Penalty: 5782.721191
	Iteration 113Q: 3 clusters Score -1.780207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -17802054.000000 Penalty: 5782.721191
	Iteration 114Q: 3 clusters Score -1.780205e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 113631 members 
Entering Unmasked Estep 
Score: -17802056.000000 Penalty: 5782.721191
	Iteration 115Q: 3 clusters Score -1.780206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -17802064.000000 Penalty: 5782.721191
	Iteration 116Q: 3 clusters Score -1.780206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -17802050.000000 Penalty: 5782.721191
	Iteration 117Q: 3 clusters Score -1.780205e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 113699 members 
Entering Unmasked Estep 
Score: -17802038.000000 Penalty: 5782.721191
	Iteration 118Q: 3 clusters Score -1.780204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -17802056.000000 Penalty: 5782.721191
	Iteration 119Q: 3 clusters Score -1.780206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -17802048.000000 Penalty: 5782.721191
	Iteration 120F: 3 clusters Score -1.780205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 113761 members 
Entering Unmasked Estep 
Score: -17802054.000000 Penalty: 5782.721191
	Iteration 121Q: 3 clusters Score -1.780205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -17802036.000000 Penalty: 5782.721191
	Iteration 122Q: 3 clusters Score -1.780204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -17802042.000000 Penalty: 5782.721191
	Iteration 123Q: 3 clusters Score -1.780204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -17802048.000000 Penalty: 5782.721191
	Iteration 124Q: 3 clusters Score -1.780205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -17802050.000000 Penalty: 5782.721191
	Iteration 125Q: 3 clusters Score -1.780205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 113801 members 
Entering Unmasked Estep 
Score: -17802040.000000 Penalty: 5782.721191
	Iteration 126Q: 3 clusters Score -1.780204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -17802038.000000 Penalty: 5782.721191
	Iteration 127Q: 3 clusters Score -1.780204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -17802040.000000 Penalty: 5782.721191
	Iteration 128Q: 3 clusters Score -1.780204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -17802050.000000 Penalty: 5782.721191
	Iteration 129Q: 3 clusters Score -1.780205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -17802058.000000 Penalty: 5782.721191
	Iteration 130Q: 3 clusters Score -1.780206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 113831 members 
Entering Unmasked Estep 
Score: -17802030.000000 Penalty: 5782.721191
	Iteration 131Q: 3 clusters Score -1.780203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -17802038.000000 Penalty: 5782.721191
	Iteration 132Q: 3 clusters Score -1.780204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -17802026.000000 Penalty: 5782.721191
	Iteration 133Q: 3 clusters Score -1.780203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -17802024.000000 Penalty: 5782.721191
	Iteration 134Q: 3 clusters Score -1.780202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -17802028.000000 Penalty: 5782.721191
	Iteration 135Q: 3 clusters Score -1.780203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -17802026.000000 Penalty: 5782.721191
	Iteration 136Q: 3 clusters Score -1.780203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 113876 members 
Entering Unmasked Estep 
Score: -17802028.000000 Penalty: 5782.721191
	Iteration 137Q: 3 clusters Score -1.780203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -17802026.000000 Penalty: 5782.721191
	Iteration 138Q: 3 clusters Score -1.780203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -17802026.000000 Penalty: 5782.721191
	Iteration 139F: 3 clusters Score -1.780203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Entering Unmasked Estep 
Score: -321897.468750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -321897.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -319008.031250 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -319008 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -319704.781250 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -319704.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -319979.281250 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -319979.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -320210.375000 Penalty: 3884.482178
	Iteration 3F: 3 clusters Score -320210.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -320423.343750 Penalty: 3884.482178
	Iteration 4F: 3 clusters Score -320423.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -320578.906250 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -320578.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -320695.250000 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -320695.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -320771.843750 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -320771.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -320819.437500 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -320819.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -320842.218750 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -320842.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -320858.531250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -320858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -320868.375000 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -320868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -320877.375000 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -320877.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320887.875000 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -320887.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -320896.343750 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -320896.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -320907.437500 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -320907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -320915.656250 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -320915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -320924.343750 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -320924.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320929.906250 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -320929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -320931.968750 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -320932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320933.625000 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -320933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320938.812500 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -320938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -320942.906250 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -320942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -320944.656250 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -320944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -320949.250000 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -320949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320954.687500 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -320954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320956.000000 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -320956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -320958.343750 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -320958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -320958.906250 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -320958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -320962.218750 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -320962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -320963.562500 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -320963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -320964.281250 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -320964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -320963.750000 Penalty: 3884.482178
	Iteration 32Q: 3 clusters Score -320963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -320963.750000 Penalty: 3884.482178
	Iteration 33F: 3 clusters Score -320963.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -290870.906250 Penalty: 1883.656128
	Iteration 0F: 2 clusters Score -290870.9 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 1037 members 
Entering Unmasked Estep 
Score: -288267.531250 Penalty: 3767.312256
	Iteration 0F: 3 clusters Score -288267.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -288778.968750 Penalty: 3767.312256
	Iteration 1F: 3 clusters Score -288779 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -288981.718750 Penalty: 3767.312256
	Iteration 2F: 3 clusters Score -288981.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -289149.750000 Penalty: 3767.312256
	Iteration 3F: 3 clusters Score -289149.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289238.718750 Penalty: 3767.312256
	Iteration 4Q: 3 clusters Score -289238.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -289340.687500 Penalty: 3767.312256
	Iteration 5Q: 3 clusters Score -289340.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -289457.781250 Penalty: 3767.312256
	Iteration 6Q: 3 clusters Score -289457.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -289560.500000 Penalty: 3767.312256
	Iteration 7Q: 3 clusters Score -289560.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -289623.750000 Penalty: 3767.312256
	Iteration 8Q: 3 clusters Score -289623.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -289674.218750 Penalty: 3767.312256
	Iteration 9Q: 3 clusters Score -289674.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -289740.718750 Penalty: 3767.312256
	Iteration 10Q: 3 clusters Score -289740.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -289817.468750 Penalty: 3767.312256
	Iteration 11Q: 3 clusters Score -289817.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -289894.812500 Penalty: 3767.312256
	Iteration 12Q: 3 clusters Score -289894.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -289940.625000 Penalty: 3767.312256
	Iteration 13Q: 3 clusters Score -289940.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -289966.625000 Penalty: 3767.312256
	Iteration 14Q: 3 clusters Score -289966.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -289988.968750 Penalty: 3767.312256
	Iteration 15Q: 3 clusters Score -289989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -290011.843750 Penalty: 3767.312256
	Iteration 16Q: 3 clusters Score -290011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -290027.093750 Penalty: 3767.312256
	Iteration 17Q: 3 clusters Score -290027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -290039.843750 Penalty: 3767.312256
	Iteration 18Q: 3 clusters Score -290039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290046.593750 Penalty: 3767.312256
	Iteration 19Q: 3 clusters Score -290046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290051.250000 Penalty: 3767.312256
	Iteration 20F: 3 clusters Score -290051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290055.687500 Penalty: 3767.312256
	Iteration 21Q: 3 clusters Score -290055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290058.500000 Penalty: 3767.312256
	Iteration 22Q: 3 clusters Score -290058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290059.906250 Penalty: 3767.312256
	Iteration 23Q: 3 clusters Score -290059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290061.625000 Penalty: 3767.312256
	Iteration 24Q: 3 clusters Score -290061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290061.968750 Penalty: 3767.312256
	Iteration 25Q: 3 clusters Score -290062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -290061.968750 Penalty: 3767.312256
	Iteration 26F: 3 clusters Score -290062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Entering Unmasked Estep 
Score: -642067.250000 Penalty: 2089.528076
	Iteration 0F: 2 clusters Score -642067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -637825.187500 Penalty: 4179.056152
	Iteration 0F: 3 clusters Score -637825.2 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -638894.000000 Penalty: 4179.056152
	Iteration 1F: 3 clusters Score -638894 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -639135.875000 Penalty: 4179.056152
	Iteration 2F: 3 clusters Score -639135.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -639278.187500 Penalty: 4179.056152
	Iteration 3F: 3 clusters Score -639278.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -639397.875000 Penalty: 4179.056152
	Iteration 4Q: 3 clusters Score -639397.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -639489.812500 Penalty: 4179.056152
	Iteration 5Q: 3 clusters Score -639489.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -639561.375000 Penalty: 4179.056152
	Iteration 6Q: 3 clusters Score -639561.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -639618.875000 Penalty: 4179.056152
	Iteration 7Q: 3 clusters Score -639618.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -639667.000000 Penalty: 4179.056152
	Iteration 8Q: 3 clusters Score -639667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -639727.562500 Penalty: 4179.056152
	Iteration 9Q: 3 clusters Score -639727.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -639787.000000 Penalty: 4179.056152
	Iteration 10Q: 3 clusters Score -639787 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -639856.125000 Penalty: 4179.056152
	Iteration 11Q: 3 clusters Score -639856.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -639934.687500 Penalty: 4179.056152
	Iteration 12Q: 3 clusters Score -639934.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -640016.562500 Penalty: 4179.056152
	Iteration 13Q: 3 clusters Score -640016.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -640096.562500 Penalty: 4179.056152
	Iteration 14Q: 3 clusters Score -640096.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -640167.625000 Penalty: 4179.056152
	Iteration 15Q: 3 clusters Score -640167.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -640232.375000 Penalty: 4179.056152
	Iteration 16Q: 3 clusters Score -640232.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -640280.625000 Penalty: 4179.056152
	Iteration 17Q: 3 clusters Score -640280.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -640315.625000 Penalty: 4179.056152
	Iteration 18Q: 3 clusters Score -640315.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -640342.187500 Penalty: 4179.056152
	Iteration 19Q: 3 clusters Score -640342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -640363.250000 Penalty: 4179.056152
	Iteration 20F: 3 clusters Score -640363.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -640380.312500 Penalty: 4179.056152
	Iteration 21Q: 3 clusters Score -640380.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -640400.562500 Penalty: 4179.056152
	Iteration 22Q: 3 clusters Score -640400.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -640420.937500 Penalty: 4179.056152
	Iteration 23Q: 3 clusters Score -640420.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -640434.000000 Penalty: 4179.056152
	Iteration 24Q: 3 clusters Score -640434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -640447.937500 Penalty: 4179.056152
	Iteration 25Q: 3 clusters Score -640447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -640458.625000 Penalty: 4179.056152
	Iteration 26Q: 3 clusters Score -640458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -640465.625000 Penalty: 4179.056152
	Iteration 27Q: 3 clusters Score -640465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -640471.187500 Penalty: 4179.056152
	Iteration 28Q: 3 clusters Score -640471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -640473.500000 Penalty: 4179.056152
	Iteration 29Q: 3 clusters Score -640473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -640477.375000 Penalty: 4179.056152
	Iteration 30Q: 3 clusters Score -640477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -640479.125000 Penalty: 4179.056152
	Iteration 31Q: 3 clusters Score -640479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -640479.937500 Penalty: 4179.056152
	Iteration 32Q: 3 clusters Score -640479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -640480.500000 Penalty: 4179.056152
	Iteration 33Q: 3 clusters Score -640480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -640482.875000 Penalty: 4179.056152
	Iteration 34Q: 3 clusters Score -640482.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -640485.937500 Penalty: 4179.056152
	Iteration 35Q: 3 clusters Score -640485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -640490.062500 Penalty: 4179.056152
	Iteration 36Q: 3 clusters Score -640490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -640492.750000 Penalty: 4179.056152
	Iteration 37Q: 3 clusters Score -640492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -640494.875000 Penalty: 4179.056152
	Iteration 38Q: 3 clusters Score -640494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -640495.250000 Penalty: 4179.056152
	Iteration 39Q: 3 clusters Score -640495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -640495.250000 Penalty: 4179.056152
	Iteration 40F: 3 clusters Score -640495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -20751.722656 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -20751.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19760.507812 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -19760.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19876.013672 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -19876.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19925.343750 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -19925.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19929.693359 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -19929.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19941.958984 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -19941.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19953.019531 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -19953.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19961.943359 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -19961.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19989.878906 Penalty: 2570.164795
	Iteration 7Q: 3 clusters Score -19989.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20010.808594 Penalty: 2570.164795
	Iteration 8Q: 3 clusters Score -20010.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20022.595703 Penalty: 2570.164795
	Iteration 9Q: 3 clusters Score -20022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20050.044922 Penalty: 2570.164795
	Iteration 10Q: 3 clusters Score -20050.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20068.613281 Penalty: 2570.164795
	Iteration 11Q: 3 clusters Score -20068.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20122.875000 Penalty: 2570.164795
	Iteration 12Q: 3 clusters Score -20122.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20179.414062 Penalty: 2570.164795
	Iteration 13Q: 3 clusters Score -20179.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20205.742188 Penalty: 2570.164795
	Iteration 14Q: 3 clusters Score -20205.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20236.544922 Penalty: 2570.164795
	Iteration 15Q: 3 clusters Score -20236.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20308.960938 Penalty: 2570.164795
	Iteration 16Q: 3 clusters Score -20308.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20329.742188 Penalty: 2570.164795
	Iteration 17Q: 3 clusters Score -20329.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20329.742188 Penalty: 2570.164795
	Iteration 18F: 3 clusters Score -20329.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -67910.718750 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -67910.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66424.367188 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -66424.37 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66701.453125 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -66701.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66809.765625 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -66809.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66953.664062 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -66953.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67143.328125 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -67143.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67321.382812 Penalty: 3099.029297
	Iteration 5F: 3 clusters Score -67321.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67518.093750 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -67518.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67676.421875 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -67676.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67715.671875 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -67715.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67747.289062 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -67747.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67771.250000 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -67771.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67800.750000 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -67800.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67816.109375 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -67816.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67839.695312 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -67839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67853.304688 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -67853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67856.617188 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -67856.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67856.617188 Penalty: 3099.029297
	Iteration 16F: 3 clusters Score -67856.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (97 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Entering Unmasked Estep 
Score: -8894.548828 Penalty: 1134.528320
	Iteration 0F: 2 clusters Score -8894.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8259.634766 Penalty: 2269.056641
	Iteration 0F: 3 clusters Score -8259.635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8272.199219 Penalty: 2269.056641
	Iteration 1Q: 3 clusters Score -8272.199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8278.400391 Penalty: 2269.056641
	Iteration 2Q: 3 clusters Score -8278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8282.202148 Penalty: 2269.056641
	Iteration 3Q: 3 clusters Score -8282.202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8282.202148 Penalty: 2269.056641
	Iteration 4F: 3 clusters Score -8282.202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -60347.046875 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -60347.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58888.570312 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -58888.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59046.644531 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -59046.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59105.246094 Penalty: 3013.371582
	Iteration 2Q: 3 clusters Score -59105.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59127.113281 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -59127.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59144.046875 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59144.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59152.054688 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59152.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59164.972656 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59164.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59174.457031 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -59174.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59178.425781 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -59178.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59178.425781 Penalty: 3013.371582
	Iteration 9F: 3 clusters Score -59178.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -93696.671875 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -93696.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92013.843750 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -92013.84 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92387.257812 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -92387.26 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92661.757812 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -92661.76 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92953.726562 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -92953.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93100.023438 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -93100.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -93184.414062 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -93184.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -93245.984375 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -93245.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93310.726562 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -93310.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -93362.296875 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -93362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93409.140625 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -93409.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93441.742188 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -93441.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -93455.609375 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -93455.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93457.804688 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -93457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93457.804688 Penalty: 3324.172363
	Iteration 13F: 3 clusters Score -93457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170265 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115695 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 479Q: 39 clusters Score -1.041737e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170266 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107213 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115693 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173720.000000 Penalty: 126803.226562
Iteration 480F: 39 clusters Score -1.041737e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170268 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107211 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115693 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173704.000000 Penalty: 126803.226562
Iteration 481Q: 39 clusters Score -1.041737e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170270 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115691 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173688.000000 Penalty: 126803.226562
Iteration 482Q: 39 clusters Score -1.041737e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170273 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107210 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115690 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173728.000000 Penalty: 126803.226562
Iteration 483Q: 39 clusters Score -1.041737e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170275 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107210 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115688 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 126803.226562
Iteration 484Q: 39 clusters Score -1.041738e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170281 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 107210 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115682 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 126803.226562
Iteration 485Q: 39 clusters Score -1.041738e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170283 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107212 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115678 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173760.000000 Penalty: 126803.226562
Iteration 486Q: 39 clusters Score -1.041738e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170284 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107214 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115675 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173760.000000 Penalty: 126803.226562
Iteration 487Q: 39 clusters Score -1.041738e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170282 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15769 members 
Mstep: Class 30 contains 115673 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173792.000000 Penalty: 126803.226562
Iteration 488Q: 39 clusters Score -1.041738e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170281 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36129 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115675 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173776.000000 Penalty: 126803.226562
Iteration 489Q: 39 clusters Score -1.041738e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170282 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107218 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115672 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173760.000000 Penalty: 126803.226562
Iteration 490Q: 39 clusters Score -1.041738e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170279 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107223 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115669 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173768.000000 Penalty: 126803.226562
Iteration 491Q: 39 clusters Score -1.041738e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170279 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107223 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115668 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173784.000000 Penalty: 126803.226562
Iteration 492Q: 39 clusters Score -1.041738e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170277 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107224 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115668 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173776.000000 Penalty: 126803.226562
Iteration 493Q: 39 clusters Score -1.041738e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36164 members 
Mstep: Class 11 contains 170279 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107222 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115668 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173744.000000 Penalty: 126803.226562
Iteration 494Q: 39 clusters Score -1.041737e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170277 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107226 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115665 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173712.000000 Penalty: 126803.226562
Iteration 495Q: 39 clusters Score -1.041737e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36165 members 
Mstep: Class 11 contains 170276 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107231 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115661 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 126803.226562
Iteration 496Q: 39 clusters Score -1.041738e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 170274 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107228 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115665 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173752.000000 Penalty: 126803.226562
Iteration 497Q: 39 clusters Score -1.041738e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 170272 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107228 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115667 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173728.000000 Penalty: 126803.226562
Iteration 498Q: 39 clusters Score -1.041737e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 170272 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107227 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115667 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173736.000000 Penalty: 126803.226562
Iteration 499Q: 39 clusters Score -1.041737e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15259 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 10741 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 2825 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 36166 members 
Mstep: Class 11 contains 170272 members 
Mstep: Class 12 contains 632 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 107228 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 8035 members 
Mstep: Class 21 contains 13790 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 36132 members 
Mstep: Class 24 contains 19510 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 933 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 15768 members 
Mstep: Class 30 contains 115666 members 
Mstep: Class 31 contains 2519 members 
Mstep: Class 32 contains 1989 members 
Mstep: Class 33 contains 4562 members 
Mstep: Class 34 contains 178 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 97 members 
Mstep: Class 37 contains 435 members 
Mstep: Class 38 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173768.000000 Penalty: 126803.226562
Iteration 500F: 39 clusters Score -1.041738e+08 nChanged 8
Maximum iterations exceeded
--- Evaluating fit on full set of 2092697 points ---
Entering Unmasked Estep 
Score: -314578752.000000 Penalty: 137156.562500
25->39 Clusters: Score -314578752.000000, best is -314844288.000000

Main iterations: 0 (time per=infms)
Total iterations: 104303 (time per=263.878792ms)
Iterations metric 2: 4735693225984.000000 (time per=5.811895ns)
Iterations metric 3: 142064180264960.000000 (time per=193.738841ps)

That took 27523.349609 seconds.
